Task 2806636
| Name | rand_automata_0007-1604984807-32342-0_1 |
| Workunit | 1264356 |
| Created | 10 Nov 2020, 5:46:21 UTC |
| Sent | 10 Nov 2020, 6:02:35 UTC |
| Report deadline | 11 Nov 2020, 4:32:35 UTC |
| Received | 10 Nov 2020, 19:51:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 23 min 16 sec |
| CPU time | 22 min 42 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 5,442.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.95 GB |
| Peak swap size | 3.89 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 Ti) [2020-11-10 20:28:32 main:435] : INFO : Set logging level to 1 [2020-11-10 20:28:32 main:441] : INFO : Running in BOINC Client mode [2020-11-10 20:28:32 main:444] : INFO : Resolving all filenames [2020-11-10 20:28:32 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 (exists = 1) [2020-11-10 20:28:32 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-1604984807-32342-0_1_r856632044_1 (exists = 0) [2020-11-10 20:28:32 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-1604984807-32342-0_1_r856632044_0 (exists = 0) [2020-11-10 20:28:32 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-10 20:28:32 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-10 20:28:32 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 [2020-11-10 20:28:32 main:474] : INFO : Configuration: [2020-11-10 20:28:32 main:475] : INFO : Model type: LSTM [2020-11-10 20:28:32 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-10 20:28:32 main:477] : INFO : Max Epochs: 192 [2020-11-10 20:28:32 main:478] : INFO : Batch Size: 32 [2020-11-10 20:28:32 main:479] : INFO : Learning Rate: 0.001 [2020-11-10 20:28:32 main:480] : INFO : Patience: 10 [2020-11-10 20:28:32 main:481] : INFO : Hidden Width: 64 [2020-11-10 20:28:32 main:482] : INFO : # Recurrent Layers: 4 [2020-11-10 20:28:32 main:483] : INFO : # Backend Layers: 2 [2020-11-10 20:28:32 main:484] : INFO : # Threads: 1 [2020-11-10 20:28:33 main:486] : INFO : Preparing Dataset [2020-11-10 20:28:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-10 20:28:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-10 20:28:34 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-10 20:28:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-10 20:28:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0007-train-val-dataset.hdf5 into memory [2020-11-10 20:28:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-10 20:28:35 main:494] : INFO : Creating Model [2020-11-10 20:28:35 main:507] : INFO : Preparing config file [2020-11-10 20:28:35 main:519] : INFO : Creating new config file [2020-11-10 20:28:36 main:559] : INFO : Loading DataLoader into Memory [2020-11-10 20:28:36 main:562] : INFO : Starting Training [2020-11-10 20:28:44 main:574] : INFO : Epoch 1 | loss: 0.0661705 | val_loss: 0.0659903 | Time: 7532.42 ms [2020-11-10 20:28:51 main:574] : INFO : Epoch 2 | loss: 0.065422 | val_loss: 0.0641591 | Time: 7142.54 ms [2020-11-10 20:28:58 main:574] : INFO : Epoch 3 | loss: 0.0628602 | val_loss: 0.0616514 | Time: 7089.59 ms [2020-11-10 20:29:05 main:574] : INFO : Epoch 4 | loss: 0.0604227 | val_loss: 0.0594298 | Time: 7064.31 ms [2020-11-10 20:29:12 main:574] : INFO : Epoch 5 | loss: 0.058487 | val_loss: 0.0579298 | Time: 6998.92 ms [2020-11-10 20:29:19 main:574] : INFO : Epoch 6 | loss: 0.0572369 | val_loss: 0.056818 | Time: 7074.76 ms [2020-11-10 20:29:26 main:574] : INFO : Epoch 7 | loss: 0.056178 | val_loss: 0.055885 | Time: 6980.3 ms [2020-11-10 20:29:33 main:574] : INFO : Epoch 8 | loss: 0.0552376 | val_loss: 0.0549555 | Time: 7002.13 ms [2020-11-10 20:29:40 main:574] : INFO : Epoch 9 | loss: 0.0542879 | val_loss: 0.0540765 | Time: 6970.66 ms [2020-11-10 20:29:48 main:574] : INFO : Epoch 10 | loss: 0.0533001 | val_loss: 0.0531121 | Time: 7164.75 ms [2020-11-10 20:29:55 main:574] : INFO : Epoch 11 | loss: 0.052276 | val_loss: 0.0520022 | Time: 7009.79 ms [2020-11-10 20:30:02 main:574] : INFO : Epoch 12 | loss: 0.051087 | val_loss: 0.0509662 | Time: 6935.77 ms [2020-11-10 20:30:09 main:574] : INFO : Epoch 13 | loss: 0.0497587 | val_loss: 0.0496493 | Time: 7069.1 ms [2020-11-10 20:30:16 main:574] : INFO : Epoch 14 | loss: 0.0482138 | val_loss: 0.0481999 | Time: 7097.57 ms [2020-11-10 20:30:23 main:574] : INFO : Epoch 15 | loss: 0.0464544 | val_loss: 0.0463124 | Time: 7113.13 ms [2020-11-10 20:30:30 main:574] : INFO : Epoch 16 | loss: 0.0443366 | val_loss: 0.0442454 | Time: 7147.32 ms [2020-11-10 20:30:37 main:574] : INFO : Epoch 17 | loss: 0.0418072 | val_loss: 0.041635 | Time: 7139.16 ms [2020-11-10 20:30:45 main:574] : INFO : Epoch 18 | loss: 0.0389077 | val_loss: 0.038955 | Time: 7131.79 ms [2020-11-10 20:30:52 main:574] : INFO : Epoch 19 | loss: 0.0361581 | val_loss: 0.0361334 | Time: 7139.78 ms [2020-11-10 20:30:59 main:574] : INFO : Epoch 20 | loss: 0.0334677 | val_loss: 0.0360314 | Time: 7067.3 ms [2020-11-10 20:31:06 main:574] : INFO : Epoch 21 | loss: 0.0335475 | val_loss: 0.0482491 | Time: 6954.93 ms [2020-11-10 20:31:13 main:574] : INFO : Epoch 22 | loss: 0.0358355 | val_loss: 0.061704 | Time: 7067.1 ms [2020-11-10 20:31:20 main:574] : INFO : Epoch 23 | loss: 0.0573709 | val_loss: 0.0527142 | Time: 7040.93 ms [2020-11-10 20:31:27 main:574] : INFO : Epoch 24 | loss: 0.0430142 | val_loss: 0.0322842 | Time: 7053.49 ms [2020-11-10 20:31:34 main:574] : INFO : Epoch 25 | loss: 0.0451633 | val_loss: 0.0355823 | Time: 7144.35 ms [2020-11-10 20:31:41 main:574] : INFO : Epoch 26 | loss: 0.0303661 | val_loss: 0.0286506 | Time: 6981.24 ms [2020-11-10 20:31:49 main:574] : INFO : Epoch 27 | loss: 0.0256416 | val_loss: 0.0233741 | Time: 7159.45 ms [2020-11-10 20:31:56 main:574] : INFO : Epoch 28 | loss: 0.0232451 | val_loss: 0.0482622 | Time: 6988.36 ms [2020-11-10 20:32:03 main:574] : INFO : Epoch 29 | loss: 0.0338873 | val_loss: 0.0208153 | Time: 6988.81 ms [2020-11-10 20:32:10 main:574] : INFO : Epoch 30 | loss: 0.0218584 | val_loss: 0.0178536 | Time: 7067.67 ms [2020-11-10 20:32:17 main:574] : INFO : Epoch 31 | loss: 0.0237839 | val_loss: 0.023536 | Time: 7217.72 ms [2020-11-10 20:32:24 main:574] : INFO : Epoch 32 | loss: 0.0198265 | val_loss: 0.0167579 | Time: 7148.39 ms [2020-11-10 20:32:31 main:574] : INFO : Epoch 33 | loss: 0.0144457 | val_loss: 0.0149555 | Time: 6955.96 ms [2020-11-10 20:32:38 main:574] : INFO : Epoch 34 | loss: 0.0300884 | val_loss: 0.0163149 | Time: 6996.26 ms [2020-11-10 20:32:45 main:574] : INFO : Epoch 35 | loss: 0.0320001 | val_loss: 0.0242233 | Time: 7108.78 ms [2020-11-10 20:32:52 main:574] : INFO : Epoch 36 | loss: 0.0154926 | val_loss: 0.0158123 | Time: 7032.1 ms [2020-11-10 20:33:00 main:574] : INFO : Epoch 37 | loss: 0.0149607 | val_loss: 0.0126299 | Time: 7022.57 ms [2020-11-10 20:33:07 main:574] : INFO : Epoch 38 | loss: 0.0115699 | val_loss: 0.0117278 | Time: 7170.01 ms [2020-11-10 20:33:14 main:574] : INFO : Epoch 39 | loss: 0.0154466 | val_loss: 0.0196212 | Time: 7086.75 ms [2020-11-10 20:33:21 main:574] : INFO : Epoch 40 | loss: 0.0132223 | val_loss: 0.0115561 | Time: 7089.74 ms [2020-11-10 20:33:28 main:574] : INFO : Epoch 41 | loss: 0.0103487 | val_loss: 0.0103278 | Time: 7093.55 ms [2020-11-10 20:33:35 main:574] : INFO : Epoch 42 | loss: 0.00971554 | val_loss: 0.00971951 | Time: 7148.29 ms [2020-11-10 20:33:43 main:574] : INFO : Epoch 43 | loss: 0.00930197 | val_loss: 0.0094629 | Time: 7293 ms [2020-11-10 20:33:50 main:574] : INFO : Epoch 44 | loss: 0.0089911 | val_loss: 0.00916361 | Time: 7094.75 ms [2020-11-10 20:33:57 main:574] : INFO : Epoch 45 | loss: 0.00870116 | val_loss: 0.00882556 | Time: 6992.16 ms [2020-11-10 20:34:04 main:574] : INFO : Epoch 46 | loss: 0.00844458 | val_loss: 0.00862802 | Time: 7002.19 ms [2020-11-10 20:34:11 main:574] : INFO : Epoch 47 | loss: 0.00820554 | val_loss: 0.00832605 | Time: 7045.99 ms [2020-11-10 20:34:18 main:574] : INFO : Epoch 48 | loss: 0.00797205 | val_loss: 0.00813755 | Time: 7167.46 ms [2020-11-10 20:34:26 main:574] : INFO : Epoch 49 | loss: 0.00774611 | val_loss: 0.00780975 | Time: 7201.74 ms [2020-11-10 20:34:33 main:574] : INFO : Epoch 50 | loss: 0.00753223 | val_loss: 0.00759066 | Time: 7116.94 ms [2020-11-10 20:34:40 main:574] : INFO : Epoch 51 | loss: 0.00732375 | val_loss: 0.00737405 | Time: 7051.87 ms [2020-11-10 20:34:47 main:574] : INFO : Epoch 52 | loss: 0.00711939 | val_loss: 0.00715916 | Time: 7154.83 ms [2020-11-10 20:34:54 main:574] : INFO : Epoch 53 | loss: 0.00691488 | val_loss: 0.00695276 | Time: 7251.85 ms [2020-11-10 20:35:02 main:574] : INFO : Epoch 54 | loss: 0.00671803 | val_loss: 0.00675296 | Time: 7208.78 ms [2020-11-10 20:35:09 main:574] : INFO : Epoch 55 | loss: 0.00652194 | val_loss: 0.00655222 | Time: 7248.92 ms [2020-11-10 20:35:16 main:574] : INFO : Epoch 56 | loss: 0.00632815 | val_loss: 0.00634403 | Time: 7266.84 ms [2020-11-10 20:35:23 main:574] : INFO : Epoch 57 | loss: 0.00613528 | val_loss: 0.00614959 | Time: 7026.27 ms [2020-11-10 20:35:31 main:574] : INFO : Epoch 58 | loss: 0.00594666 | val_loss: 0.00594449 | Time: 7062.93 ms [2020-11-10 20:35:38 main:574] : INFO : Epoch 59 | loss: 0.00578084 | val_loss: 0.0057605 | Time: 7036.52 ms [2020-11-10 20:35:45 main:574] : INFO : Epoch 60 | loss: 0.00557446 | val_loss: 0.00558798 | Time: 7094.59 ms [2020-11-10 20:35:52 main:574] : INFO : Epoch 61 | loss: 0.00539366 | val_loss: 0.00538637 | Time: 7132.57 ms [2020-11-10 20:35:59 main:574] : INFO : Epoch 62 | loss: 0.00521762 | val_loss: 0.0052074 | Time: 7263.99 ms [2020-11-10 20:36:06 main:574] : INFO : Epoch 63 | loss: 0.00504266 | val_loss: 0.00502961 | Time: 7186.79 ms [2020-11-10 20:36:14 main:574] : INFO : Epoch 64 | loss: 0.00487289 | val_loss: 0.00485632 | Time: 7137.38 ms [2020-11-10 20:36:21 main:574] : INFO : Epoch 65 | loss: 0.00470783 | val_loss: 0.00469212 | Time: 7089.48 ms [2020-11-10 20:36:28 main:574] : INFO : Epoch 66 | loss: 0.0045436 | val_loss: 0.00452395 | Time: 7277.4 ms [2020-11-10 20:36:36 main:574] : INFO : Epoch 67 | loss: 0.004385 | val_loss: 0.00436845 | Time: 7318.72 ms [2020-11-10 20:36:43 main:574] : INFO : Epoch 68 | loss: 0.0042306 | val_loss: 0.00421064 | Time: 7280.28 ms [2020-11-10 20:36:50 main:574] : INFO : Epoch 69 | loss: 0.00407883 | val_loss: 0.0040562 | Time: 7187.11 ms [2020-11-10 20:36:57 main:574] : INFO : Epoch 70 | loss: 0.00393056 | val_loss: 0.00390826 | Time: 7082.12 ms [2020-11-10 20:37:04 main:574] : INFO : Epoch 71 | loss: 0.00378819 | val_loss: 0.00375942 | Time: 6962.48 ms [2020-11-10 20:37:11 main:574] : INFO : Epoch 72 | loss: 0.00364717 | val_loss: 0.00362382 | Time: 7067.41 ms [2020-11-10 20:37:18 main:574] : INFO : Epoch 73 | loss: 0.00351257 | val_loss: 0.00349185 | Time: 7056.58 ms [2020-11-10 20:37:26 main:574] : INFO : Epoch 74 | loss: 0.00337979 | val_loss: 0.00335484 | Time: 7071.3 ms [2020-11-10 20:37:33 main:574] : INFO : Epoch 75 | loss: 0.00325304 | val_loss: 0.00322848 | Time: 7134.98 ms [2020-11-10 20:37:40 main:574] : INFO : Epoch 76 | loss: 0.00312895 | val_loss: 0.00310354 | Time: 7099.34 ms [2020-11-10 20:37:47 main:574] : INFO : Epoch 77 | loss: 0.00300917 | val_loss: 0.00298357 | Time: 7015.05 ms [2020-11-10 20:37:54 main:574] : INFO : Epoch 78 | loss: 0.00289382 | val_loss: 0.00286712 | Time: 6963.25 ms [2020-11-10 20:38:01 main:574] : INFO : Epoch 79 | loss: 0.00278085 | val_loss: 0.00275866 | Time: 7167.66 ms [2020-11-10 20:38:08 main:574] : INFO : Epoch 80 | loss: 0.00267137 | val_loss: 0.0026483 | Time: 7142.53 ms [2020-11-10 20:38:16 main:574] : INFO : Epoch 81 | loss: 0.00256599 | val_loss: 0.00254404 | Time: 7059.16 ms [2020-11-10 20:38:23 main:574] : INFO : Epoch 82 | loss: 0.00246568 | val_loss: 0.00244339 | Time: 7024.8 ms [2020-11-10 20:38:30 main:574] : INFO : Epoch 83 | loss: 0.00236811 | val_loss: 0.0023478 | Time: 6968.64 ms [2020-11-10 20:38:37 main:574] : INFO : Epoch 84 | loss: 0.00227394 | val_loss: 0.00225232 | Time: 7107.87 ms [2020-11-10 20:38:44 main:574] : INFO : Epoch 85 | loss: 0.00218207 | val_loss: 0.00216243 | Time: 7022.36 ms [2020-11-10 20:38:51 main:574] : INFO : Epoch 86 | loss: 0.00209411 | val_loss: 0.00207619 | Time: 7100.87 ms [2020-11-10 20:38:58 main:574] : INFO : Epoch 87 | loss: 0.00200936 | val_loss: 0.00199236 | Time: 7065.65 ms [2020-11-10 20:39:05 main:574] : INFO : Epoch 88 | loss: 0.00192855 | val_loss: 0.00191158 | Time: 7087.01 ms [2020-11-10 20:39:12 main:574] : INFO : Epoch 89 | loss: 0.00184912 | val_loss: 0.00183326 | Time: 7040.6 ms [2020-11-10 20:39:20 main:574] : INFO : Epoch 90 | loss: 0.00177363 | val_loss: 0.00175529 | Time: 6957.96 ms [2020-11-10 20:39:27 main:574] : INFO : Epoch 91 | loss: 0.00170044 | val_loss: 0.00168639 | Time: 6957.82 ms [2020-11-10 20:39:34 main:574] : INFO : Epoch 92 | loss: 0.00162989 | val_loss: 0.00161584 | Time: 7097.6 ms [2020-11-10 20:39:41 main:574] : INFO : Epoch 93 | loss: 0.00156234 | val_loss: 0.00154583 | Time: 7124.35 ms [2020-11-10 20:39:48 main:574] : INFO : Epoch 94 | loss: 0.00149749 | val_loss: 0.00147992 | Time: 7115.24 ms [2020-11-10 20:39:55 main:574] : INFO : Epoch 95 | loss: 0.0014346 | val_loss: 0.00142224 | Time: 7046.49 ms [2020-11-10 20:40:02 main:574] : INFO : Epoch 96 | loss: 0.00137396 | val_loss: 0.00136306 | Time: 7028.93 ms [2020-11-10 20:40:09 main:574] : INFO : Epoch 97 | loss: 0.00131667 | val_loss: 0.00130822 | Time: 7066.44 ms [2020-11-10 20:40:16 main:574] : INFO : Epoch 98 | loss: 0.0012616 | val_loss: 0.00124885 | Time: 7090 ms [2020-11-10 20:40:24 main:574] : INFO : Epoch 99 | loss: 0.00120807 | val_loss: 0.00120041 | Time: 7114.1 ms [2020-11-10 20:40:31 main:574] : INFO : Epoch 100 | loss: 0.00115868 | val_loss: 0.00114471 | Time: 7065.68 ms [2020-11-10 20:40:38 main:574] : INFO : Epoch 101 | loss: 0.00110895 | val_loss: 0.00109963 | Time: 7094.86 ms [2020-11-10 20:40:45 main:574] : INFO : Epoch 102 | loss: 0.00106237 | val_loss: 0.00105099 | Time: 7054.64 ms [2020-11-10 20:40:52 main:574] : INFO : Epoch 103 | loss: 0.00101714 | val_loss: 0.00100941 | Time: 6959.5 ms [2020-11-10 20:40:59 main:574] : INFO : Epoch 104 | loss: 0.000975435 | val_loss: 0.000967505 | Time: 7094.48 ms [2020-11-10 20:41:06 main:574] : INFO : Epoch 105 | loss: 0.000935044 | val_loss: 0.000927517 | Time: 7192.19 ms [2020-11-10 20:41:14 main:574] : INFO : Epoch 106 | loss: 0.000896038 | val_loss: 0.00088848 | Time: 7067.3 ms [2020-11-10 20:41:21 main:574] : INFO : Epoch 107 | loss: 0.000858517 | val_loss: 0.000853044 | Time: 6958.69 ms [2020-11-10 20:41:28 main:574] : INFO : Epoch 108 | loss: 0.000822537 | val_loss: 0.000814613 | Time: 7060.94 ms [2020-11-10 20:41:35 main:574] : INFO : Epoch 109 | loss: 0.000789058 | val_loss: 0.000782798 | Time: 7165.13 ms [2020-11-10 20:41:42 main:574] : INFO : Epoch 110 | loss: 0.000757537 | val_loss: 0.000752376 | Time: 7173.73 ms [2020-11-10 20:41:49 main:574] : INFO : Epoch 111 | loss: 0.000726186 | val_loss: 0.000726448 | Time: 7131.04 ms [2020-11-10 20:41:56 main:574] : INFO : Epoch 112 | loss: 0.00069639 | val_loss: 0.000692526 | Time: 6960.75 ms [2020-11-10 20:42:04 main:574] : INFO : Epoch 113 | loss: 0.000668254 | val_loss: 0.000668236 | Time: 7172.63 ms [2020-11-10 20:42:11 main:574] : INFO : Epoch 114 | loss: 0.000641711 | val_loss: 0.000635637 | Time: 7078.46 ms [2020-11-10 20:42:18 main:574] : INFO : Epoch 115 | loss: 0.0006164 | val_loss: 0.000611735 | Time: 7037.51 ms [2020-11-10 20:42:25 main:574] : INFO : Epoch 116 | loss: 0.000592296 | val_loss: 0.000591032 | Time: 7067.06 ms [2020-11-10 20:42:32 main:574] : INFO : Epoch 117 | loss: 0.000570338 | val_loss: 0.000569923 | Time: 6992.54 ms [2020-11-10 20:42:39 main:574] : INFO : Epoch 118 | loss: 0.000548668 | val_loss: 0.000544723 | Time: 6997.57 ms [2020-11-10 20:42:46 main:574] : INFO : Epoch 119 | loss: 0.000528027 | val_loss: 0.000532754 | Time: 7114.47 ms [2020-11-10 20:42:53 main:574] : INFO : Epoch 120 | loss: 0.000508391 | val_loss: 0.00050602 | Time: 7149.47 ms [2020-11-10 20:43:01 main:574] : INFO : Epoch 121 | loss: 0.000489745 | val_loss: 0.000490528 | Time: 7260.08 ms [2020-11-10 20:43:08 main:574] : INFO : Epoch 122 | loss: 0.000472916 | val_loss: 0.000471466 | Time: 7100.55 ms [2020-11-10 20:43:15 main:574] : INFO : Epoch 123 | loss: 0.000455535 | val_loss: 0.000454345 | Time: 7169.24 ms [2020-11-10 20:43:22 main:574] : INFO : Epoch 124 | loss: 0.000439888 | val_loss: 0.000440041 | Time: 7087.36 ms [2020-11-10 20:43:29 main:574] : INFO : Epoch 125 | loss: 0.000425187 | val_loss: 0.000424397 | Time: 7184.17 ms [2020-11-10 20:43:37 main:574] : INFO : Epoch 126 | loss: 0.000412676 | val_loss: 0.000409601 | Time: 7112.67 ms [2020-11-10 20:43:44 main:574] : INFO : Epoch 127 | loss: 0.000398045 | val_loss: 0.000397907 | Time: 7013.28 ms [2020-11-10 20:43:51 main:574] : INFO : Epoch 128 | loss: 0.000386523 | val_loss: 0.000385465 | Time: 7049.65 ms [2020-11-10 20:43:58 main:574] : INFO : Epoch 129 | loss: 0.000374148 | val_loss: 0.000373117 | Time: 7005.01 ms [2020-11-10 20:44:05 main:574] : INFO : Epoch 130 | loss: 0.000363329 | val_loss: 0.000363691 | Time: 6967.23 ms [2020-11-10 20:44:12 main:574] : INFO : Epoch 131 | loss: 0.000352287 | val_loss: 0.000355403 | Time: 7005.23 ms [2020-11-10 20:44:19 main:574] : INFO : Epoch 132 | loss: 0.000342324 | val_loss: 0.000340583 | Time: 7084.42 ms [2020-11-10 20:44:26 main:574] : INFO : Epoch 133 | loss: 0.000332246 | val_loss: 0.000334032 | Time: 7019.42 ms [2020-11-10 20:44:33 main:574] : INFO : Epoch 134 | loss: 0.000322191 | val_loss: 0.000324577 | Time: 7157.27 ms [2020-11-10 20:44:41 main:574] : INFO : Epoch 135 | loss: 0.000313582 | val_loss: 0.000317016 | Time: 7105.46 ms [2020-11-10 20:44:48 main:574] : INFO : Epoch 136 | loss: 0.000306371 | val_loss: 0.000306207 | Time: 7180.57 ms [2020-11-10 20:44:55 main:574] : INFO : Epoch 137 | loss: 0.000297189 | val_loss: 0.00029689 | Time: 7219.74 ms [2020-11-10 20:45:02 main:574] : INFO : Epoch 138 | loss: 0.000289481 | val_loss: 0.000288957 | Time: 7141.2 ms [2020-11-10 20:45:09 main:574] : INFO : Epoch 139 | loss: 0.000282143 | val_loss: 0.00028285 | Time: 7076.9 ms [2020-11-10 20:45:17 main:574] : INFO : Epoch 140 | loss: 0.000273622 | val_loss: 0.000273775 | Time: 7107.45 ms [2020-11-10 20:45:24 main:574] : INFO : Epoch 141 | loss: 0.00026749 | val_loss: 0.000267139 | Time: 7071.58 ms [2020-11-10 20:45:31 main:574] : INFO : Epoch 142 | loss: 0.000260479 | val_loss: 0.000261798 | Time: 7029.18 ms [2020-11-10 20:45:38 main:574] : INFO : Epoch 143 | loss: 0.000254126 | val_loss: 0.000255175 | Time: 7078.45 ms [2020-11-10 20:45:45 main:574] : INFO : Epoch 144 | loss: 0.000248403 | val_loss: 0.000248694 | Time: 7107.81 ms [2020-11-10 20:45:52 main:574] : INFO : Epoch 145 | loss: 0.000242309 | val_loss: 0.000244655 | Time: 7065.17 ms [2020-11-10 20:45:59 main:574] : INFO : Epoch 146 | loss: 0.000236305 | val_loss: 0.00023886 | Time: 7221.16 ms [2020-11-10 20:46:07 main:574] : INFO : Epoch 147 | loss: 0.000231033 | val_loss: 0.000229743 | Time: 7092.29 ms [2020-11-10 20:46:14 main:574] : INFO : Epoch 148 | loss: 0.000225784 | val_loss: 0.000225988 | Time: 7065.4 ms [2020-11-10 20:46:21 main:574] : INFO : Epoch 149 | loss: 0.000221471 | val_loss: 0.000220723 | Time: 7029.35 ms [2020-11-10 20:46:28 main:574] : INFO : Epoch 150 | loss: 0.00021547 | val_loss: 0.000218385 | Time: 7120.49 ms [2020-11-10 20:46:35 main:574] : INFO : Epoch 151 | loss: 0.000211544 | val_loss: 0.000211719 | Time: 7108.34 ms [2020-11-10 20:46:42 main:574] : INFO : Epoch 152 | loss: 0.000206248 | val_loss: 0.000206262 | Time: 7136.41 ms [2020-11-10 20:46:50 main:574] : INFO : Epoch 153 | loss: 0.000202381 | val_loss: 0.000201304 | Time: 7189.22 ms [2020-11-10 20:46:57 main:574] : INFO : Epoch 154 | loss: 0.000197949 | val_loss: 0.000200713 | Time: 7123.27 ms [2020-11-10 20:47:04 main:574] : INFO : Epoch 155 | loss: 0.000193787 | val_loss: 0.000193722 | Time: 7193.62 ms [2020-11-10 20:47:11 main:574] : INFO : Epoch 156 | loss: 0.000190301 | val_loss: 0.000193785 | Time: 7254.42 ms [2020-11-10 20:47:18 main:574] : INFO : Epoch 157 | loss: 0.000186052 | val_loss: 0.000187175 | Time: 7087.3 ms [2020-11-10 20:47:26 main:574] : INFO : Epoch 158 | loss: 0.000181609 | val_loss: 0.000184763 | Time: 7119.75 ms [2020-11-10 20:47:33 main:574] : INFO : Epoch 159 | loss: 0.000178617 | val_loss: 0.000179734 | Time: 7169.24 ms [2020-11-10 20:47:40 main:574] : INFO : Epoch 160 | loss: 0.000175475 | val_loss: 0.000177849 | Time: 7061.63 ms [2020-11-10 20:47:47 main:574] : INFO : Epoch 161 | loss: 0.000172057 | val_loss: 0.000173336 | Time: 7135.63 ms [2020-11-10 20:47:54 main:574] : INFO : Epoch 162 | loss: 0.000168983 | val_loss: 0.000170028 | Time: 7084.79 ms [2020-11-10 20:48:01 main:574] : INFO : Epoch 163 | loss: 0.000165747 | val_loss: 0.000170472 | Time: 7126.65 ms [2020-11-10 20:48:09 main:574] : INFO : Epoch 164 | loss: 0.000162783 | val_loss: 0.000166409 | Time: 7133.9 ms [2020-11-10 20:48:16 main:574] : INFO : Epoch 165 | loss: 0.000160572 | val_loss: 0.000163246 | Time: 7128.14 ms [2020-11-10 20:48:23 main:574] : INFO : Epoch 166 | loss: 0.000157744 | val_loss: 0.000159121 | Time: 7035.66 ms [2020-11-10 20:48:30 main:574] : INFO : Epoch 167 | loss: 0.000153671 | val_loss: 0.000156193 | Time: 7112.03 ms [2020-11-10 20:48:37 main:574] : INFO : Epoch 168 | loss: 0.00015144 | val_loss: 0.000152025 | Time: 7224.62 ms [2020-11-10 20:48:44 main:574] : INFO : Epoch 169 | loss: 0.000148269 | val_loss: 0.000148425 | Time: 7057.71 ms [2020-11-10 20:48:52 main:574] : INFO : Epoch 170 | loss: 0.000146467 | val_loss: 0.000148307 | Time: 6988.51 ms [2020-11-10 20:48:59 main:574] : INFO : Epoch 171 | loss: 0.000143981 | val_loss: 0.000147635 | Time: 7055.76 ms [2020-11-10 20:49:06 main:574] : INFO : Epoch 172 | loss: 0.000142265 | val_loss: 0.000146889 | Time: 7142.73 ms [2020-11-10 20:49:13 main:574] : INFO : Epoch 173 | loss: 0.000139589 | val_loss: 0.000140078 | Time: 7060.78 ms [2020-11-10 20:49:20 main:574] : INFO : Epoch 174 | loss: 0.000137601 | val_loss: 0.000137874 | Time: 6969 ms [2020-11-10 20:49:27 main:574] : INFO : Epoch 175 | loss: 0.00013631 | val_loss: 0.000139429 | Time: 7015.82 ms [2020-11-10 20:49:35 main:574] : INFO : Epoch 176 | loss: 0.000134328 | val_loss: 0.000132946 | Time: 7177.7 ms [2020-11-10 20:49:42 main:574] : INFO : Epoch 177 | loss: 0.000129167 | val_loss: 0.000131702 | Time: 7091.74 ms [2020-11-10 20:49:49 main:574] : INFO : Epoch 178 | loss: 0.00012846 | val_loss: 0.000129938 | Time: 7155.13 ms [2020-11-10 20:49:56 main:574] : INFO : Epoch 179 | loss: 0.000127812 | val_loss: 0.000128681 | Time: 7259.7 ms [2020-11-10 20:50:03 main:574] : INFO : Epoch 180 | loss: 0.000124852 | val_loss: 0.000127245 | Time: 7115.49 ms [2020-11-10 20:50:11 main:574] : INFO : Epoch 181 | loss: 0.000123102 | val_loss: 0.000125168 | Time: 7129.05 ms [2020-11-10 20:50:18 main:574] : INFO : Epoch 182 | loss: 0.000121174 | val_loss: 0.000123459 | Time: 7032.51 ms [2020-11-10 20:50:25 main:574] : INFO : Epoch 183 | loss: 0.000121164 | val_loss: 0.000120869 | Time: 7091.71 ms [2020-11-10 20:50:32 main:574] : INFO : Epoch 184 | loss: 0.000117472 | val_loss: 0.000121179 | Time: 7019 ms [2020-11-10 20:50:39 main:574] : INFO : Epoch 185 | loss: 0.000115905 | val_loss: 0.000116937 | Time: 7059.1 ms [2020-11-10 20:50:46 main:574] : INFO : Epoch 186 | loss: 0.000114323 | val_loss: 0.000116721 | Time: 6933.71 ms [2020-11-10 20:50:53 main:574] : INFO : Epoch 187 | loss: 0.000116258 | val_loss: 0.000119602 | Time: 7165.59 ms [2020-11-10 20:51:00 main:574] : INFO : Epoch 188 | loss: 0.000112495 | val_loss: 0.00011251 | Time: 7081.63 ms [2020-11-10 20:51:08 main:574] : INFO : Epoch 189 | loss: 0.000109053 | val_loss: 0.000109932 | Time: 7112.64 ms [2020-11-10 20:51:15 main:574] : INFO : Epoch 190 | loss: 0.000111759 | val_loss: 0.000108664 | Time: 7034.08 ms [2020-11-10 20:51:22 main:574] : INFO : Epoch 191 | loss: 0.000106695 | val_loss: 0.000107929 | Time: 6972.1 ms [2020-11-10 20:51:29 main:574] : INFO : Epoch 192 | loss: 0.000104739 | val_loss: 0.000107349 | Time: 6953.13 ms [2020-11-10 20:51:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000107349 [2020-11-10 20:51:29 main:603] : INFO : Saving end state to config to file [2020-11-10 20:51:29 main:608] : INFO : Success, exiting.. 20:51:29 (7620): 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)