Task 3323453
| Name | EightBitModified-1606529787-12037-6_1 |
| Workunit | 1583070 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:38:15 UTC |
| Report deadline | 25 Dec 2020, 5:38:15 UTC |
| Received | 18 Dec 2020, 8:25:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 748 |
| Run time | 24 min |
| CPU time | 22 min 29 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,122.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 2020-12-18 03:00:01 main:574] : INFO : Epoch 530 | loss: 0.000120284 | val_loss: 0.000142584 | Time: 1373.87 ms [2020-12-18 03:00:03 main:574] : INFO : Epoch 531 | loss: 0.000122956 | val_loss: 0.000130257 | Time: 1372.29 ms [2020-12-18 03:00:04 main:574] : INFO : Epoch 532 | loss: 0.00011561 | val_loss: 0.000127649 | Time: 1360.85 ms [2020-12-18 03:00:06 main:574] : INFO : Epoch 533 | loss: 0.000119233 | val_loss: 0.000139936 | Time: 1418.6 ms [2020-12-18 03:00:07 main:574] : INFO : Epoch 534 | loss: 0.000128334 | val_loss: 0.000149004 | Time: 1398.19 ms [2020-12-18 03:00:09 main:574] : INFO : Epoch 535 | loss: 0.000130506 | val_loss: 0.000134044 | Time: 1417.02 ms [2020-12-18 03:00:10 main:574] : INFO : Epoch 536 | loss: 0.000117749 | val_loss: 0.000128939 | Time: 1431 ms [2020-12-18 03:00:11 main:574] : INFO : Epoch 537 | loss: 0.000114528 | val_loss: 0.000128755 | Time: 1370.41 ms [2020-12-18 03:00:13 main:574] : INFO : Epoch 538 | loss: 0.000118042 | val_loss: 0.000133739 | Time: 1369.69 ms [2020-12-18 03:00:14 main:574] : INFO : Epoch 539 | loss: 0.000117578 | val_loss: 0.000131756 | Time: 1354.49 ms [2020-12-18 03:00:15 main:574] : INFO : Epoch 540 | loss: 0.000116182 | val_loss: 0.000129553 | Time: 1355.67 ms [2020-12-18 03:00:17 main:574] : INFO : Epoch 541 | loss: 0.000116528 | val_loss: 0.000138729 | Time: 1357.72 ms [2020-12-18 03:00:18 main:574] : INFO : Epoch 542 | loss: 0.000120515 | val_loss: 0.000134393 | Time: 1358.54 ms [2020-12-18 03:00:20 main:574] : INFO : Epoch 543 | loss: 0.000116694 | val_loss: 0.000136081 | Time: 1354.53 ms [2020-12-18 03:00:21 main:574] : INFO : Epoch 544 | loss: 0.000130072 | val_loss: 0.000166826 | Time: 1364.33 ms [2020-12-18 03:00:22 main:574] : INFO : Epoch 545 | loss: 0.000140777 | val_loss: 0.000136664 | Time: 1349.63 ms [2020-12-18 03:00:24 main:574] : INFO : Epoch 546 | loss: 0.000119037 | val_loss: 0.000133266 | Time: 1355.69 ms [2020-12-18 03:00:25 main:574] : INFO : Epoch 547 | loss: 0.000114281 | val_loss: 0.000128006 | Time: 1353.9 ms [2020-12-18 03:00:27 main:574] : INFO : Epoch 548 | loss: 0.000114072 | val_loss: 0.000130534 | Time: 1356.81 ms [2020-12-18 03:00:28 main:574] : INFO : Epoch 549 | loss: 0.000114082 | val_loss: 0.000129931 | Time: 1347.62 ms [2020-12-18 03:00:29 main:574] : INFO : Epoch 550 | loss: 0.000117188 | val_loss: 0.000139915 | Time: 1356.18 ms [2020-12-18 03:00:31 main:574] : INFO : Epoch 551 | loss: 0.000120908 | val_loss: 0.00013271 | Time: 1374.94 ms [2020-12-18 03:00:32 main:574] : INFO : Epoch 552 | loss: 0.000118112 | val_loss: 0.000133853 | Time: 1348.57 ms [2020-12-18 03:00:33 main:574] : INFO : Epoch 553 | loss: 0.000115801 | val_loss: 0.000132382 | Time: 1351.32 ms [2020-12-18 03:00:35 main:574] : INFO : Epoch 554 | loss: 0.000116239 | val_loss: 0.000137792 | Time: 1356.89 ms [2020-12-18 03:00:36 main:574] : INFO : Epoch 555 | loss: 0.000133991 | val_loss: 0.000156859 | Time: 1359.02 ms [2020-12-18 03:00:38 main:574] : INFO : Epoch 556 | loss: 0.000131053 | val_loss: 0.000137169 | Time: 1356.14 ms [2020-12-18 03:00:39 main:574] : INFO : Epoch 557 | loss: 0.000117209 | val_loss: 0.000132264 | Time: 1358.79 ms [2020-12-18 03:00:40 main:574] : INFO : Epoch 558 | loss: 0.000115175 | val_loss: 0.000131644 | Time: 1370.35 ms [2020-12-18 03:00:42 main:574] : INFO : Epoch 559 | loss: 0.000116443 | val_loss: 0.00013482 | Time: 1358.43 ms [2020-12-18 03:00:43 main:574] : INFO : Epoch 560 | loss: 0.000118431 | val_loss: 0.000131226 | Time: 1349.84 ms [2020-12-18 03:00:45 main:574] : INFO : Epoch 561 | loss: 0.000114913 | val_loss: 0.000134397 | Time: 1376.01 ms [2020-12-18 03:00:46 main:574] : INFO : Epoch 562 | loss: 0.000116562 | val_loss: 0.000131794 | Time: 1374.86 ms [2020-12-18 03:00:47 main:574] : INFO : Epoch 563 | loss: 0.00011806 | val_loss: 0.000140911 | Time: 1367.82 ms [2020-12-18 03:00:49 main:574] : INFO : Epoch 564 | loss: 0.000128342 | val_loss: 0.000138963 | Time: 1374.06 ms [2020-12-18 03:00:50 main:574] : INFO : Epoch 565 | loss: 0.000121822 | val_loss: 0.000133246 | Time: 1368.58 ms [2020-12-18 03:00:51 main:574] : INFO : Epoch 566 | loss: 0.000118231 | val_loss: 0.000140164 | Time: 1371 ms [2020-12-18 03:00:53 main:574] : INFO : Epoch 567 | loss: 0.000117153 | val_loss: 0.000132946 | Time: 1374.08 ms [2020-12-18 03:00:54 main:574] : INFO : Epoch 568 | loss: 0.000117806 | val_loss: 0.000132098 | Time: 1374.47 ms [2020-12-18 03:00:56 main:574] : INFO : Epoch 569 | loss: 0.000124313 | val_loss: 0.000147819 | Time: 1358.11 ms [2020-12-18 03:00:57 main:574] : INFO : Epoch 570 | loss: 0.000120102 | val_loss: 0.000133393 | Time: 1356.47 ms [2020-12-18 03:00:58 main:574] : INFO : Epoch 571 | loss: 0.000117484 | val_loss: 0.000133534 | Time: 1352.24 ms [2020-12-18 03:01:00 main:574] : INFO : Epoch 572 | loss: 0.000114934 | val_loss: 0.000132903 | Time: 1350.95 ms [2020-12-18 03:01:01 main:574] : INFO : Epoch 573 | loss: 0.00013051 | val_loss: 0.000139527 | Time: 1359.16 ms [2020-12-18 03:01:02 main:574] : INFO : Epoch 574 | loss: 0.000127384 | val_loss: 0.000153164 | Time: 1377.94 ms [2020-12-18 03:01:04 main:574] : INFO : Epoch 575 | loss: 0.000123574 | val_loss: 0.000137701 | Time: 1367.33 ms [2020-12-18 03:01:05 main:574] : INFO : Epoch 576 | loss: 0.000116451 | val_loss: 0.000132391 | Time: 1355.19 ms [2020-12-18 03:01:07 main:574] : INFO : Epoch 577 | loss: 0.000114817 | val_loss: 0.0001318 | Time: 1431.64 ms [2020-12-18 03:01:08 main:574] : INFO : Epoch 578 | loss: 0.000117452 | val_loss: 0.000138072 | Time: 1354.38 ms [2020-12-18 03:01:09 main:574] : INFO : Epoch 579 | loss: 0.000125111 | val_loss: 0.000147073 | Time: 1350.51 ms [2020-12-18 03:01:11 main:574] : INFO : Epoch 580 | loss: 0.00012138 | val_loss: 0.000136774 | Time: 1393.7 ms [2020-12-18 03:01:12 main:574] : INFO : Epoch 581 | loss: 0.000116352 | val_loss: 0.00013213 | Time: 1367.27 ms [2020-12-18 03:01:14 main:574] : INFO : Epoch 582 | loss: 0.000114222 | val_loss: 0.000130941 | Time: 1366 ms [2020-12-18 03:01:15 main:574] : INFO : Epoch 583 | loss: 0.000115524 | val_loss: 0.000135828 | Time: 1353.95 ms [2020-12-18 03:01:16 main:574] : INFO : Epoch 584 | loss: 0.000121785 | val_loss: 0.000150122 | Time: 1351.73 ms [2020-12-18 03:01:18 main:574] : INFO : Epoch 585 | loss: 0.000125489 | val_loss: 0.000139272 | Time: 1349.19 ms [2020-12-18 03:01:19 main:574] : INFO : Epoch 586 | loss: 0.000119235 | val_loss: 0.000134447 | Time: 1381.39 ms [2020-12-18 03:01:20 main:574] : INFO : Epoch 587 | loss: 0.000117034 | val_loss: 0.000138238 | Time: 1357.16 ms [2020-12-18 03:01:22 main:574] : INFO : Epoch 588 | loss: 0.000120657 | val_loss: 0.000146964 | Time: 1379.08 ms [2020-12-18 03:01:23 main:574] : INFO : Epoch 589 | loss: 0.00012936 | val_loss: 0.000141226 | Time: 1374.9 ms [2020-12-18 03:01:25 main:574] : INFO : Epoch 590 | loss: 0.000122842 | val_loss: 0.000132672 | Time: 1373.46 ms [2020-12-18 03:01:26 main:574] : INFO : Epoch 591 | loss: 0.000116168 | val_loss: 0.000132686 | Time: 1359.87 ms [2020-12-18 03:01:27 main:574] : INFO : Epoch 592 | loss: 0.000117488 | val_loss: 0.000132691 | Time: 1352.37 ms [2020-12-18 03:01:29 main:574] : INFO : Epoch 593 | loss: 0.000120569 | val_loss: 0.000134919 | Time: 1360.22 ms [2020-12-18 03:01:30 main:574] : INFO : Epoch 594 | loss: 0.000118121 | val_loss: 0.000144386 | Time: 1387.32 ms [2020-12-18 03:01:31 main:574] : INFO : Epoch 595 | loss: 0.000132185 | val_loss: 0.000139387 | Time: 1359.74 ms [2020-12-18 03:01:33 main:574] : INFO : Epoch 596 | loss: 0.000116517 | val_loss: 0.000131224 | Time: 1366.36 ms [2020-12-18 03:01:34 main:574] : INFO : Epoch 597 | loss: 0.000118949 | val_loss: 0.000139758 | Time: 1351.86 ms [2020-12-18 03:01:36 main:574] : INFO : Epoch 598 | loss: 0.000129823 | val_loss: 0.000138286 | Time: 1351.65 ms [2020-12-18 03:01:37 main:574] : INFO : Epoch 599 | loss: 0.000118714 | val_loss: 0.000134951 | Time: 1347.38 ms [2020-12-18 03:01:38 main:574] : INFO : Epoch 600 | loss: 0.000117774 | val_loss: 0.000134056 | Time: 1359.88 ms [2020-12-18 03:01:40 main:574] : INFO : Epoch 601 | loss: 0.000114606 | val_loss: 0.000131428 | Time: 1373.23 ms [2020-12-18 03:01:41 main:574] : INFO : Epoch 602 | loss: 0.000116129 | val_loss: 0.000135139 | Time: 1355.92 ms [2020-12-18 03:01:42 main:574] : INFO : Epoch 603 | loss: 0.000118868 | val_loss: 0.000142767 | Time: 1361.23 ms [2020-12-18 03:01:44 main:574] : INFO : Epoch 604 | loss: 0.000136333 | val_loss: 0.000142827 | Time: 1348.13 ms [2020-12-18 03:01:45 main:574] : INFO : Epoch 605 | loss: 0.000118859 | val_loss: 0.000133215 | Time: 1348.24 ms [2020-12-18 03:01:47 main:574] : INFO : Epoch 606 | loss: 0.000114687 | val_loss: 0.00013122 | Time: 1362.06 ms [2020-12-18 03:01:48 main:574] : INFO : Epoch 607 | loss: 0.000116457 | val_loss: 0.000134455 | Time: 1352.14 ms [2020-12-18 03:01:49 main:574] : INFO : Epoch 608 | loss: 0.000120299 | val_loss: 0.000145253 | Time: 1369.21 ms [2020-12-18 03:01:51 main:574] : INFO : Epoch 609 | loss: 0.000121814 | val_loss: 0.000135897 | Time: 1374.23 ms [2020-12-18 03:01:52 main:574] : INFO : Epoch 610 | loss: 0.000121613 | val_loss: 0.000141665 | Time: 1351.36 ms [2020-12-18 03:01:53 main:574] : INFO : Epoch 611 | loss: 0.000127929 | val_loss: 0.000140977 | Time: 1351.8 ms [2020-12-18 03:01:55 main:574] : INFO : Epoch 612 | loss: 0.000122493 | val_loss: 0.000141259 | Time: 1357.4 ms [2020-12-18 03:01:56 main:574] : INFO : Epoch 613 | loss: 0.000121266 | val_loss: 0.000140308 | Time: 1357.03 ms [2020-12-18 03:01:58 main:574] : INFO : Epoch 614 | loss: 0.000124254 | val_loss: 0.000131729 | Time: 1353.34 ms [2020-12-18 03:01:59 main:574] : INFO : Epoch 615 | loss: 0.000115883 | val_loss: 0.000132892 | Time: 1356.23 ms [2020-12-18 03:02:00 main:574] : INFO : Epoch 616 | loss: 0.000116585 | val_loss: 0.000134359 | Time: 1359.88 ms [2020-12-18 03:02:02 main:574] : INFO : Epoch 617 | loss: 0.000117948 | val_loss: 0.000133125 | Time: 1352.58 ms [2020-12-18 03:02:03 main:574] : INFO : Epoch 618 | loss: 0.000115944 | val_loss: 0.000137156 | Time: 1353.94 ms [2020-12-18 03:02:05 main:574] : INFO : Epoch 619 | loss: 0.000128913 | val_loss: 0.0001444 | Time: 1359.57 ms [2020-12-18 03:02:06 main:574] : INFO : Epoch 620 | loss: 0.000122186 | val_loss: 0.000134104 | Time: 1468.93 ms [2020-12-18 03:02:07 main:574] : INFO : Epoch 621 | loss: 0.000116384 | val_loss: 0.000132766 | Time: 1345.47 ms [2020-12-18 03:02:09 main:574] : INFO : Epoch 622 | loss: 0.000119786 | val_loss: 0.000145291 | Time: 1349.87 ms [2020-12-18 03:02:10 main:574] : INFO : Epoch 623 | loss: 0.000127169 | val_loss: 0.000139588 | Time: 1348.88 ms [2020-12-18 03:02:12 main:574] : INFO : Epoch 624 | loss: 0.00011969 | val_loss: 0.00013571 | Time: 1361.15 ms [2020-12-18 03:02:13 main:574] : INFO : Epoch 625 | loss: 0.000116081 | val_loss: 0.000135505 | Time: 1359.8 ms [2020-12-18 03:02:14 main:574] : INFO : Epoch 626 | loss: 0.000119104 | val_loss: 0.000136016 | Time: 1353.36 ms [2020-12-18 03:02:16 main:574] : INFO : Epoch 627 | loss: 0.000117937 | val_loss: 0.000134485 | Time: 1363.4 ms [2020-12-18 03:02:17 main:574] : INFO : Epoch 628 | loss: 0.000116464 | val_loss: 0.000133471 | Time: 1358.91 ms [2020-12-18 03:02:18 main:574] : INFO : Epoch 629 | loss: 0.000121591 | val_loss: 0.00015403 | Time: 1350.1 ms [2020-12-18 03:02:20 main:574] : INFO : Epoch 630 | loss: 0.00013475 | val_loss: 0.000143321 | Time: 1356.88 ms [2020-12-18 03:02:21 main:574] : INFO : Epoch 631 | loss: 0.000119743 | val_loss: 0.000135283 | Time: 1357.09 ms [2020-12-18 03:02:23 main:574] : INFO : Epoch 632 | loss: 0.000116176 | val_loss: 0.000133665 | Time: 1347.26 ms [2020-12-18 03:02:24 main:574] : INFO : Epoch 633 | loss: 0.000119939 | val_loss: 0.000135576 | Time: 1377.9 ms [2020-12-18 03:02:25 main:574] : INFO : Epoch 634 | loss: 0.000117533 | val_loss: 0.000133914 | Time: 1368.84 ms [2020-12-18 03:02:27 main:574] : INFO : Epoch 635 | loss: 0.000116176 | val_loss: 0.000133176 | Time: 1370.8 ms [2020-12-18 03:02:28 main:574] : INFO : Epoch 636 | loss: 0.000122172 | val_loss: 0.000145335 | Time: 1371.83 ms [2020-12-18 03:02:30 main:574] : INFO : Epoch 637 | loss: 0.000122649 | val_loss: 0.000144447 | Time: 1372.36 ms [2020-12-18 03:02:31 main:574] : INFO : Epoch 638 | loss: 0.00012679 | val_loss: 0.000151468 | Time: 1374.46 ms [2020-12-18 03:02:32 main:574] : INFO : Epoch 639 | loss: 0.000123236 | val_loss: 0.000135547 | Time: 1372.14 ms [2020-12-18 03:02:34 main:574] : INFO : Epoch 640 | loss: 0.00011762 | val_loss: 0.000134743 | Time: 1368.54 ms [2020-12-18 03:02:35 main:574] : INFO : Epoch 641 | loss: 0.000116843 | val_loss: 0.000136175 | Time: 1353.74 ms [2020-12-18 03:02:37 main:574] : INFO : Epoch 642 | loss: 0.000114948 | val_loss: 0.000132977 | Time: 1369.38 ms [2020-12-18 03:02:38 main:574] : INFO : Epoch 643 | loss: 0.000124534 | val_loss: 0.000143987 | Time: 1375.09 ms [2020-12-18 03:02:39 main:574] : INFO : Epoch 644 | loss: 0.000121642 | val_loss: 0.000137674 | Time: 1360.93 ms [2020-12-18 03:02:41 main:574] : INFO : Epoch 645 | loss: 0.000121043 | val_loss: 0.000136449 | Time: 1369.39 ms [2020-12-18 03:02:42 main:574] : INFO : Epoch 646 | loss: 0.000118008 | val_loss: 0.00013469 | Time: 1359.11 ms [2020-12-18 03:02:43 main:574] : INFO : Epoch 647 | loss: 0.000119363 | val_loss: 0.000135442 | Time: 1352.68 ms [2020-12-18 03:02:45 main:574] : INFO : Epoch 648 | loss: 0.000119811 | val_loss: 0.000136463 | Time: 1371.02 ms [2020-12-18 03:02:46 main:574] : INFO : Epoch 649 | loss: 0.000118325 | val_loss: 0.000139604 | Time: 1377.03 ms [2020-12-18 03:02:48 main:574] : INFO : Epoch 650 | loss: 0.000137601 | val_loss: 0.000148958 | Time: 1362.91 ms [2020-12-18 03:02:49 main:574] : INFO : Epoch 651 | loss: 0.000128015 | val_loss: 0.000140519 | Time: 1350.66 ms [2020-12-18 03:02:50 main:574] : INFO : Epoch 652 | loss: 0.000150525 | val_loss: 0.000142138 | Time: 1357.58 ms [2020-12-18 03:02:52 main:574] : INFO : Epoch 653 | loss: 0.000122003 | val_loss: 0.000138437 | Time: 1350.67 ms [2020-12-18 03:02:53 main:574] : INFO : Epoch 654 | loss: 0.000136325 | val_loss: 0.000145165 | Time: 1353.47 ms [2020-12-18 03:02:54 main:574] : INFO : Epoch 655 | loss: 0.000119874 | val_loss: 0.000133648 | Time: 1376.98 ms [2020-12-18 03:02:56 main:574] : INFO : Epoch 656 | loss: 0.000113827 | val_loss: 0.000130315 | Time: 1369.21 ms [2020-12-18 03:02:57 main:574] : INFO : Epoch 657 | loss: 0.000113237 | val_loss: 0.000131095 | Time: 1364.53 ms [2020-12-18 03:02:59 main:574] : INFO : Epoch 658 | loss: 0.000114215 | val_loss: 0.000133597 | Time: 1353.86 ms [2020-12-18 03:03:00 main:574] : INFO : Epoch 659 | loss: 0.000116674 | val_loss: 0.000134418 | Time: 1367.96 ms [2020-12-18 03:03:01 main:574] : INFO : Epoch 660 | loss: 0.000114591 | val_loss: 0.000132065 | Time: 1372.63 ms [2020-12-18 03:03:03 main:574] : INFO : Epoch 661 | loss: 0.000115027 | val_loss: 0.00013348 | Time: 1368.99 ms [2020-12-18 03:03:04 main:574] : INFO : Epoch 662 | loss: 0.000114604 | val_loss: 0.000132472 | Time: 1353.04 ms [2020-12-18 03:03:05 main:574] : INFO : Epoch 663 | loss: 0.000120414 | val_loss: 0.000134135 | Time: 1347.51 ms [2020-12-18 03:03:07 main:574] : INFO : Epoch 664 | loss: 0.000117368 | val_loss: 0.000135343 | Time: 1436.14 ms [2020-12-18 03:03:08 main:574] : INFO : Epoch 665 | loss: 0.00011748 | val_loss: 0.000138303 | Time: 1348.71 ms [2020-12-18 03:03:10 main:574] : INFO : Epoch 666 | loss: 0.00011827 | val_loss: 0.000135108 | Time: 1376.25 ms [2020-12-18 03:03:11 main:574] : INFO : Epoch 667 | loss: 0.000115831 | val_loss: 0.000135889 | Time: 1352.83 ms [2020-12-18 03:03:12 main:574] : INFO : Epoch 668 | loss: 0.000124273 | val_loss: 0.000143828 | Time: 1350.18 ms [2020-12-18 03:03:14 main:574] : INFO : Epoch 669 | loss: 0.000121789 | val_loss: 0.000137185 | Time: 1360.57 ms [2020-12-18 03:03:15 main:574] : INFO : Epoch 670 | loss: 0.000125929 | val_loss: 0.000144892 | Time: 1348.95 ms [2020-12-18 03:03:16 main:574] : INFO : Epoch 671 | loss: 0.000119819 | val_loss: 0.000138598 | Time: 1358.34 ms [2020-12-18 03:03:18 main:574] : INFO : Epoch 672 | loss: 0.000116966 | val_loss: 0.000133641 | Time: 1355.62 ms [2020-12-18 03:03:19 main:574] : INFO : Epoch 673 | loss: 0.000115119 | val_loss: 0.000134964 | Time: 1373.15 ms [2020-12-18 03:03:21 main:574] : INFO : Epoch 674 | loss: 0.000117713 | val_loss: 0.00013449 | Time: 1357.26 ms [2020-12-18 03:03:22 main:574] : INFO : Epoch 675 | loss: 0.000117134 | val_loss: 0.000142845 | Time: 1367.64 ms [2020-12-18 03:03:24 main:574] : INFO : Epoch 676 | loss: 0.000124964 | val_loss: 0.000139514 | Time: 1354.41 ms [2020-12-18 03:03:25 main:574] : INFO : Epoch 677 | loss: 0.00012373 | val_loss: 0.00014319 | Time: 1361.71 ms [2020-12-18 03:03:26 main:574] : INFO : Epoch 678 | loss: 0.000121947 | val_loss: 0.000139718 | Time: 1368.81 ms [2020-12-18 03:03:28 main:574] : INFO : Epoch 679 | loss: 0.000123802 | val_loss: 0.000139239 | Time: 1351.72 ms [2020-12-18 03:03:29 main:574] : INFO : Epoch 680 | loss: 0.000117638 | val_loss: 0.000134056 | Time: 1355.56 ms [2020-12-18 03:03:30 main:574] : INFO : Epoch 681 | loss: 0.000117997 | val_loss: 0.000134654 | Time: 1357.39 ms [2020-12-18 03:03:32 main:574] : INFO : Epoch 682 | loss: 0.000118569 | val_loss: 0.000138597 | Time: 1365.47 ms [2020-12-18 03:03:33 main:574] : INFO : Epoch 683 | loss: 0.000120733 | val_loss: 0.00013541 | Time: 1347.25 ms [2020-12-18 03:03:35 main:574] : INFO : Epoch 684 | loss: 0.000121229 | val_loss: 0.00014834 | Time: 1539.53 ms [2020-12-18 03:03:36 main:574] : INFO : Epoch 685 | loss: 0.000125161 | val_loss: 0.000138607 | Time: 1353.27 ms [2020-12-18 03:03:38 main:574] : INFO : Epoch 686 | loss: 0.000117111 | val_loss: 0.00013218 | Time: 1351.13 ms [2020-12-18 03:03:39 main:574] : INFO : Epoch 687 | loss: 0.000117437 | val_loss: 0.000138148 | Time: 1355.7 ms [2020-12-18 03:03:40 main:574] : INFO : Epoch 688 | loss: 0.000118441 | val_loss: 0.000139082 | Time: 1355.89 ms [2020-12-18 03:03:42 main:574] : INFO : Epoch 689 | loss: 0.00012322 | val_loss: 0.000154162 | Time: 1361.44 ms [2020-12-18 03:03:43 main:574] : INFO : Epoch 690 | loss: 0.000127907 | val_loss: 0.000138223 | Time: 1369.47 ms [2020-12-18 03:03:45 main:574] : INFO : Epoch 691 | loss: 0.000123203 | val_loss: 0.000140935 | Time: 1375.11 ms [2020-12-18 03:03:46 main:574] : INFO : Epoch 692 | loss: 0.000117987 | val_loss: 0.000132292 | Time: 1452.68 ms [2020-12-18 03:03:47 main:574] : INFO : Epoch 693 | loss: 0.000116335 | val_loss: 0.000134097 | Time: 1370.19 ms [2020-12-18 03:03:49 main:574] : INFO : Epoch 694 | loss: 0.000118617 | val_loss: 0.000142764 | Time: 1350.87 ms [2020-12-18 03:03:50 main:574] : INFO : Epoch 695 | loss: 0.000125941 | val_loss: 0.000143542 | Time: 1345.71 ms [2020-12-18 03:03:51 main:574] : INFO : Epoch 696 | loss: 0.000122289 | val_loss: 0.000141089 | Time: 1369.39 ms [2020-12-18 03:03:53 main:574] : INFO : Epoch 697 | loss: 0.00012541 | val_loss: 0.000137743 | Time: 1352.78 ms [2020-12-18 03:03:54 main:574] : INFO : Epoch 698 | loss: 0.000118762 | val_loss: 0.000135323 | Time: 1360.79 ms [2020-12-18 03:03:56 main:574] : INFO : Epoch 699 | loss: 0.000117052 | val_loss: 0.000133814 | Time: 1355.68 ms [2020-12-18 03:03:57 main:574] : INFO : Epoch 700 | loss: 0.000117188 | val_loss: 0.000135809 | Time: 1364.79 ms [2020-12-18 03:03:58 main:574] : INFO : Epoch 701 | loss: 0.000118936 | val_loss: 0.000134735 | Time: 1358.08 ms [2020-12-18 03:04:00 main:574] : INFO : Epoch 702 | loss: 0.000119026 | val_loss: 0.000143182 | Time: 1347.02 ms [2020-12-18 03:04:01 main:574] : INFO : Epoch 703 | loss: 0.000120379 | val_loss: 0.00013505 | Time: 1355.45 ms [2020-12-18 03:04:02 main:574] : INFO : Epoch 704 | loss: 0.0001183 | val_loss: 0.000141942 | Time: 1358.1 ms [2020-12-18 03:04:04 main:574] : INFO : Epoch 705 | loss: 0.000124942 | val_loss: 0.000145697 | Time: 1369.73 ms [2020-12-18 03:04:05 main:574] : INFO : Epoch 706 | loss: 0.000122954 | val_loss: 0.0001392 | Time: 1368.96 ms [2020-12-18 03:04:07 main:574] : INFO : Epoch 707 | loss: 0.00011942 | val_loss: 0.000138043 | Time: 1419.36 ms [2020-12-18 03:04:08 main:574] : INFO : Epoch 708 | loss: 0.000118748 | val_loss: 0.00013683 | Time: 1352.24 ms [2020-12-18 03:04:09 main:574] : INFO : Epoch 709 | loss: 0.000121917 | val_loss: 0.000138496 | Time: 1354.69 ms [2020-12-18 03:04:11 main:574] : INFO : Epoch 710 | loss: 0.000122712 | val_loss: 0.000139308 | Time: 1350.47 ms [2020-12-18 03:04:12 main:574] : INFO : Epoch 711 | loss: 0.000118784 | val_loss: 0.000135365 | Time: 1372.42 ms [2020-12-18 03:04:13 main:574] : INFO : Epoch 712 | loss: 0.000118145 | val_loss: 0.000133301 | Time: 1369.57 ms [2020-12-18 03:04:15 main:574] : INFO : Epoch 713 | loss: 0.000117199 | val_loss: 0.00014867 | Time: 1352.19 ms [2020-12-18 03:04:16 main:574] : INFO : Epoch 714 | loss: 0.000134902 | val_loss: 0.000152126 | Time: 1358.45 ms [2020-12-18 03:04:18 main:574] : INFO : Epoch 715 | loss: 0.000133992 | val_loss: 0.000141101 | Time: 1361.22 ms [2020-12-18 03:04:19 main:574] : INFO : Epoch 716 | loss: 0.000120539 | val_loss: 0.000136799 | Time: 1350.3 ms [2020-12-18 03:04:20 main:574] : INFO : Epoch 717 | loss: 0.000118063 | val_loss: 0.000132364 | Time: 1390.53 ms [2020-12-18 03:04:22 main:574] : INFO : Epoch 718 | loss: 0.000114463 | val_loss: 0.000132448 | Time: 1362.27 ms [2020-12-18 03:04:23 main:574] : INFO : Epoch 719 | loss: 0.000117786 | val_loss: 0.000135086 | Time: 1370.73 ms [2020-12-18 03:04:25 main:574] : INFO : Epoch 720 | loss: 0.000116492 | val_loss: 0.000133921 | Time: 1358.58 ms [2020-12-18 03:04:26 main:574] : INFO : Epoch 721 | loss: 0.000115379 | val_loss: 0.000132672 | Time: 1362.73 ms [2020-12-18 03:04:27 main:574] : INFO : Epoch 722 | loss: 0.000117915 | val_loss: 0.000139637 | Time: 1359.44 ms [2020-12-18 03:04:29 main:574] : INFO : Epoch 723 | loss: 0.000126779 | val_loss: 0.000143714 | Time: 1371.71 ms [2020-12-18 03:04:30 main:574] : INFO : Epoch 724 | loss: 0.000123968 | val_loss: 0.000142347 | Time: 1365.97 ms [2020-12-18 03:04:31 main:574] : INFO : Epoch 725 | loss: 0.000119204 | val_loss: 0.000136779 | Time: 1374.42 ms [2020-12-18 03:04:33 main:574] : INFO : Epoch 726 | loss: 0.000121417 | val_loss: 0.000146192 | Time: 1360.09 ms [2020-12-18 03:04:34 main:574] : INFO : Epoch 727 | loss: 0.000131822 | val_loss: 0.000137108 | Time: 1346.53 ms [2020-12-18 03:04:36 main:574] : INFO : Epoch 728 | loss: 0.000123069 | val_loss: 0.000139837 | Time: 1379.44 ms [2020-12-18 03:04:37 main:574] : INFO : Epoch 729 | loss: 0.000117378 | val_loss: 0.000126886 | Time: 1408.69 ms [2020-12-18 03:04:38 main:574] : INFO : Epoch 730 | loss: 0.000112258 | val_loss: 0.000125115 | Time: 1396.25 ms [2020-12-18 03:04:40 main:574] : INFO : Epoch 731 | loss: 0.00011688 | val_loss: 0.000136153 | Time: 1354.4 ms [2020-12-18 03:04:41 main:574] : INFO : Epoch 732 | loss: 0.000120596 | val_loss: 0.000138254 | Time: 1385.52 ms [2020-12-18 03:04:43 main:574] : INFO : Epoch 733 | loss: 0.000119291 | val_loss: 0.000129227 | Time: 1380.13 ms [2020-12-18 03:04:44 main:574] : INFO : Epoch 734 | loss: 0.000116149 | val_loss: 0.000128442 | Time: 1378.44 ms [2020-12-18 03:04:45 main:574] : INFO : Epoch 735 | loss: 0.000113883 | val_loss: 0.000127157 | Time: 1359.45 ms [2020-12-18 03:04:47 main:574] : INFO : Epoch 736 | loss: 0.00011251 | val_loss: 0.000128904 | Time: 1376.72 ms [2020-12-18 03:04:48 main:574] : INFO : Epoch 737 | loss: 0.00013092 | val_loss: 0.000148736 | Time: 1348.55 ms [2020-12-18 03:04:49 main:574] : INFO : Epoch 738 | loss: 0.000124446 | val_loss: 0.000131949 | Time: 1352.62 ms [2020-12-18 03:04:51 main:574] : INFO : Epoch 739 | loss: 0.000114922 | val_loss: 0.000128672 | Time: 1355.84 ms [2020-12-18 03:04:52 main:574] : INFO : Epoch 740 | loss: 0.000114679 | val_loss: 0.000130411 | Time: 1366.19 ms [2020-12-18 03:04:54 main:574] : INFO : Epoch 741 | loss: 0.000115937 | val_loss: 0.000128533 | Time: 1358.51 ms [2020-12-18 03:04:55 main:574] : INFO : Epoch 742 | loss: 0.00011666 | val_loss: 0.000129188 | Time: 1361.11 ms [2020-12-18 03:04:56 main:574] : INFO : Epoch 743 | loss: 0.000120837 | val_loss: 0.000149233 | Time: 1347.89 ms [2020-12-18 03:04:58 main:574] : INFO : Epoch 744 | loss: 0.000133462 | val_loss: 0.00014199 | Time: 1352.73 ms [2020-12-18 03:04:59 main:574] : INFO : Epoch 745 | loss: 0.000120439 | val_loss: 0.00013042 | Time: 1361.76 ms [2020-12-18 03:05:01 main:574] : INFO : Epoch 746 | loss: 0.000113812 | val_loss: 0.00012829 | Time: 1364.6 ms [2020-12-18 03:05:02 main:574] : INFO : Epoch 747 | loss: 0.00011591 | val_loss: 0.000127475 | Time: 1357.64 ms [2020-12-18 03:05:03 main:574] : INFO : Epoch 748 | loss: 0.000113099 | val_loss: 0.000127929 | Time: 1350.32 ms [2020-12-18 03:05:05 main:574] : INFO : Epoch 749 | loss: 0.000117647 | val_loss: 0.000129272 | Time: 1357.4 ms [2020-12-18 03:05:06 main:574] : INFO : Epoch 750 | loss: 0.000116849 | val_loss: 0.000132715 | Time: 1425.96 ms [2020-12-18 03:05:08 main:574] : INFO : Epoch 751 | loss: 0.000121273 | val_loss: 0.000140542 | Time: 1351.3 ms [2020-12-18 03:05:09 main:574] : INFO : Epoch 752 | loss: 0.000124158 | val_loss: 0.000134018 | Time: 1351.81 ms [2020-12-18 03:05:10 main:574] : INFO : Epoch 753 | loss: 0.000120096 | val_loss: 0.00014031 | Time: 1352.43 ms [2020-12-18 03:05:12 main:574] : INFO : Epoch 754 | loss: 0.000122663 | val_loss: 0.000132448 | Time: 1373.5 ms [2020-12-18 03:05:13 main:574] : INFO : Epoch 755 | loss: 0.000117201 | val_loss: 0.000131022 | Time: 1351.66 ms [2020-12-18 03:05:14 main:574] : INFO : Epoch 756 | loss: 0.000124485 | val_loss: 0.000140512 | Time: 1364 ms [2020-12-18 03:05:16 main:574] : INFO : Epoch 757 | loss: 0.000121581 | val_loss: 0.000132125 | Time: 1369.83 ms [2020-12-18 03:05:17 main:574] : INFO : Epoch 758 | loss: 0.000116433 | val_loss: 0.00012796 | Time: 1369.82 ms [2020-12-18 03:05:19 main:574] : INFO : Epoch 759 | loss: 0.000112528 | val_loss: 0.000127916 | Time: 1369.44 ms [2020-12-18 03:05:20 main:574] : INFO : Epoch 760 | loss: 0.000112238 | val_loss: 0.000128344 | Time: 1387.81 ms [2020-12-18 03:05:21 main:574] : INFO : Epoch 761 | loss: 0.000113287 | val_loss: 0.000131153 | Time: 1421.96 ms [2020-12-18 03:05:23 main:574] : INFO : Epoch 762 | loss: 0.000122881 | val_loss: 0.000141153 | Time: 1353.26 ms [2020-12-18 03:05:24 main:574] : INFO : Epoch 763 | loss: 0.000122679 | val_loss: 0.000134043 | Time: 1352.54 ms [2020-12-18 03:05:26 main:574] : INFO : Epoch 764 | loss: 0.000116926 | val_loss: 0.00013027 | Time: 1397.85 ms [2020-12-18 03:05:27 main:574] : INFO : Epoch 765 | loss: 0.000112942 | val_loss: 0.0001283 | Time: 1392.47 ms [2020-12-18 03:05:28 main:574] : INFO : Epoch 766 | loss: 0.000112544 | val_loss: 0.000128064 | Time: 1366.99 ms [2020-12-18 03:05:30 main:574] : INFO : Epoch 767 | loss: 0.000118048 | val_loss: 0.000143404 | Time: 1356.11 ms [2020-12-18 03:05:31 main:574] : INFO : Epoch 768 | loss: 0.000128201 | val_loss: 0.000135187 | Time: 1370.68 ms [2020-12-18 03:05:33 main:574] : INFO : Epoch 769 | loss: 0.000115738 | val_loss: 0.000130971 | Time: 1366.89 ms [2020-12-18 03:05:34 main:574] : INFO : Epoch 770 | loss: 0.000113503 | val_loss: 0.000134146 | Time: 1373.73 ms [2020-12-18 03:05:35 main:574] : INFO : Epoch 771 | loss: 0.000123405 | val_loss: 0.00013648 | Time: 1371 ms [2020-12-18 03:05:37 main:574] : INFO : Epoch 772 | loss: 0.000122973 | val_loss: 0.000153814 | Time: 1372.9 ms [2020-12-18 03:05:38 main:574] : INFO : Epoch 773 | loss: 0.000137627 | val_loss: 0.000140738 | Time: 1350.23 ms [2020-12-18 03:05:39 main:574] : INFO : Epoch 774 | loss: 0.00650298 | val_loss: 0.00879695 | Time: 1358.83 ms [2020-12-18 03:05:41 main:574] : INFO : Epoch 775 | loss: 0.00529712 | val_loss: 0.0020548 | Time: 1356.56 ms [2020-12-18 03:05:42 main:574] : INFO : Epoch 776 | loss: 0.00147721 | val_loss: 0.000638312 | Time: 1374.91 ms [2020-12-18 03:05:44 main:574] : INFO : Epoch 777 | loss: 0.000390319 | val_loss: 0.000267468 | Time: 1382.42 ms [2020-12-18 03:05:45 main:574] : INFO : Epoch 778 | loss: 0.00019127 | val_loss: 0.000193642 | Time: 1362.25 ms [2020-12-18 03:05:46 main:574] : INFO : Epoch 779 | loss: 0.000147441 | val_loss: 0.000165294 | Time: 1365.22 ms [2020-12-18 03:05:48 main:574] : INFO : Epoch 780 | loss: 0.000139059 | val_loss: 0.000160112 | Time: 1370.57 ms [2020-12-18 03:05:49 main:574] : INFO : Epoch 781 | loss: 0.000135152 | val_loss: 0.000157798 | Time: 1355.47 ms [2020-12-18 03:05:50 main:574] : INFO : Epoch 782 | loss: 0.000130318 | val_loss: 0.00015644 | Time: 1346.97 ms [2020-12-18 03:05:52 main:574] : INFO : Epoch 783 | loss: 0.000127525 | val_loss: 0.000149678 | Time: 1353.88 ms [2020-12-18 03:05:53 main:574] : INFO : Epoch 784 | loss: 0.000127134 | val_loss: 0.000148457 | Time: 1363.76 ms [2020-12-18 03:05:55 main:574] : INFO : Epoch 785 | loss: 0.000126825 | val_loss: 0.000147928 | Time: 1355.9 ms [2020-12-18 03:05:56 main:574] : INFO : Epoch 786 | loss: 0.000126581 | val_loss: 0.000147496 | Time: 1358.29 ms [2020-12-18 03:05:57 main:574] : INFO : Epoch 787 | loss: 0.000126431 | val_loss: 0.000147021 | Time: 1356.97 ms [2020-12-18 03:05:59 main:574] : INFO : Epoch 788 | loss: 0.000126512 | val_loss: 0.000146249 | Time: 1371.68 ms [2020-12-18 03:06:00 main:574] : INFO : Epoch 789 | loss: 0.000126252 | val_loss: 0.00014608 | Time: 1373.74 ms [2020-12-18 03:06:02 main:574] : INFO : Epoch 790 | loss: 0.000126102 | val_loss: 0.000144624 | Time: 1367.34 ms [2020-12-18 03:06:03 main:574] : INFO : Epoch 791 | loss: 0.000125854 | val_loss: 0.00014403 | Time: 1372.77 ms [2020-12-18 03:06:04 main:574] : INFO : Epoch 792 | loss: 0.00012567 | val_loss: 0.000144033 | Time: 1372.02 ms [2020-12-18 03:06:06 main:574] : INFO : Epoch 793 | loss: 0.000125587 | val_loss: 0.000143885 | Time: 1463.01 ms [2020-12-18 03:06:07 main:574] : INFO : Epoch 794 | loss: 0.00012552 | val_loss: 0.000143818 | Time: 1355.97 ms [2020-12-18 03:06:09 main:574] : INFO : Epoch 795 | loss: 0.000125378 | val_loss: 0.000143634 | Time: 1354.79 ms [2020-12-18 03:06:10 main:574] : INFO : Epoch 796 | loss: 0.000125329 | val_loss: 0.00014356 | Time: 1355.22 ms [2020-12-18 03:06:11 main:574] : INFO : Epoch 797 | loss: 0.000125188 | val_loss: 0.000143469 | Time: 1362.58 ms [2020-12-18 03:06:13 main:574] : INFO : Epoch 798 | loss: 0.000125091 | val_loss: 0.000143268 | Time: 1354.3 ms [2020-12-18 03:06:14 main:574] : INFO : Epoch 799 | loss: 0.000123486 | val_loss: 0.000126527 | Time: 1360.27 ms [2020-12-18 03:06:15 main:574] : INFO : Epoch 800 | loss: 0.000121046 | val_loss: 0.000147247 | Time: 1349.65 ms [2020-12-18 03:06:17 main:574] : INFO : Epoch 801 | loss: 0.000125731 | val_loss: 0.000165705 | Time: 1359.25 ms [2020-12-18 03:06:18 main:574] : INFO : Epoch 802 | loss: 0.000129793 | val_loss: 0.000149267 | Time: 1363.37 ms [2020-12-18 03:06:20 main:574] : INFO : Epoch 803 | loss: 0.000126474 | val_loss: 0.000148651 | Time: 1393.84 ms [2020-12-18 03:06:21 main:574] : INFO : Epoch 804 | loss: 0.000121398 | val_loss: 0.000141797 | Time: 1389.95 ms [2020-12-18 03:06:23 main:574] : INFO : Epoch 805 | loss: 0.000115243 | val_loss: 0.000140831 | Time: 1380.9 ms [2020-12-18 03:06:24 main:574] : INFO : Epoch 806 | loss: 0.000113849 | val_loss: 0.000129586 | Time: 1379.51 ms [2020-12-18 03:06:25 main:574] : INFO : Epoch 807 | loss: 0.000113751 | val_loss: 0.000129498 | Time: 1414.77 ms [2020-12-18 03:06:27 main:574] : INFO : Epoch 808 | loss: 0.000113356 | val_loss: 0.000129503 | Time: 1374.07 ms [2020-12-18 03:06:28 main:574] : INFO : Epoch 809 | loss: 0.000113259 | val_loss: 0.000129396 | Time: 1374.28 ms [2020-12-18 03:06:30 main:574] : INFO : Epoch 810 | loss: 0.000113176 | val_loss: 0.000129374 | Time: 1287.22 ms [2020-12-18 03:06:31 main:574] : INFO : Epoch 811 | loss: 0.00011322 | val_loss: 0.00012941 | Time: 1241.38 ms [2020-12-18 03:06:32 main:574] : INFO : Epoch 812 | loss: 0.000112983 | val_loss: 0.000129396 | Time: 1336.18 ms [2020-12-18 03:06:34 main:574] : INFO : Epoch 813 | loss: 0.000113032 | val_loss: 0.000129638 | Time: 1508.89 ms [2020-12-18 03:06:35 main:574] : INFO : Epoch 814 | loss: 0.000112953 | val_loss: 0.000129308 | Time: 1361.21 ms [2020-12-18 03:06:36 main:574] : INFO : Epoch 815 | loss: 0.000112897 | val_loss: 0.000129464 | Time: 1358.47 ms [2020-12-18 03:06:38 main:574] : INFO : Epoch 816 | loss: 0.000112858 | val_loss: 0.000129498 | Time: 1364.05 ms [2020-12-18 03:06:39 main:574] : INFO : Epoch 817 | loss: 0.000112976 | val_loss: 0.000129349 | Time: 1376.73 ms [2020-12-18 03:06:41 main:574] : INFO : Epoch 818 | loss: 0.000113054 | val_loss: 0.000129374 | Time: 1391.99 ms [2020-12-18 03:06:42 main:574] : INFO : Epoch 819 | loss: 0.000113106 | val_loss: 0.000129615 | Time: 1432.28 ms [2020-12-18 03:06:43 main:574] : INFO : Epoch 820 | loss: 0.000112829 | val_loss: 0.000129326 | Time: 1366.1 ms [2020-12-18 03:06:45 main:574] : INFO : Epoch 821 | loss: 0.000113339 | val_loss: 0.00013262 | Time: 1370.25 ms [2020-12-18 03:06:46 main:574] : INFO : Epoch 822 | loss: 0.000123084 | val_loss: 0.000134278 | Time: 1360.54 ms [2020-12-18 03:06:48 main:574] : INFO : Epoch 823 | loss: 0.000115162 | val_loss: 0.00013207 | Time: 1357.91 ms [2020-12-18 03:06:49 main:574] : INFO : Epoch 824 | loss: 0.000113433 | val_loss: 0.000129604 | Time: 1353.24 ms [2020-12-18 03:06:50 main:574] : INFO : Epoch 825 | loss: 0.000112778 | val_loss: 0.000129288 | Time: 1379.22 ms [2020-12-18 03:06:52 main:574] : INFO : Epoch 826 | loss: 0.00011266 | val_loss: 0.00012933 | Time: 1387.5 ms [2020-12-18 03:06:53 main:574] : INFO : Epoch 827 | loss: 0.000112541 | val_loss: 0.000129131 | Time: 1352.5 ms [2020-12-18 03:06:54 main:574] : INFO : Epoch 828 | loss: 0.000112474 | val_loss: 0.000129293 | Time: 1392.29 ms [2020-12-18 03:06:56 main:574] : INFO : Epoch 829 | loss: 0.000112644 | val_loss: 0.000129224 | Time: 1367.54 ms [2020-12-18 03:06:57 main:574] : INFO : Epoch 830 | loss: 0.000112657 | val_loss: 0.000129374 | Time: 1362.4 ms [2020-12-18 03:06:59 main:574] : INFO : Epoch 831 | loss: 0.000112579 | val_loss: 0.000129166 | Time: 1347.29 ms [2020-12-18 03:07:00 main:574] : INFO : Epoch 832 | loss: 0.000113953 | val_loss: 0.000136887 | Time: 1386.75 ms [2020-12-18 03:07:01 main:574] : INFO : Epoch 833 | loss: 0.000120976 | val_loss: 0.000135896 | Time: 1362.21 ms [2020-12-18 03:07:03 main:574] : INFO : Epoch 834 | loss: 0.00011448 | val_loss: 0.000129933 | Time: 1357.79 ms [2020-12-18 03:07:04 main:574] : INFO : Epoch 835 | loss: 0.000112774 | val_loss: 0.000129363 | Time: 1355.17 ms [2020-12-18 03:07:06 main:574] : INFO : Epoch 836 | loss: 0.000112647 | val_loss: 0.000129586 | Time: 1359.13 ms [2020-12-18 03:07:07 main:574] : INFO : Epoch 837 | loss: 0.00011309 | val_loss: 0.000129678 | Time: 1431.29 ms [2020-12-18 03:07:08 main:574] : INFO : Epoch 838 | loss: 0.000114268 | val_loss: 0.000135833 | Time: 1354.31 ms [2020-12-18 03:07:10 main:574] : INFO : Epoch 839 | loss: 0.000135682 | val_loss: 0.000139433 | Time: 1350.81 ms [2020-12-18 03:07:11 main:574] : INFO : Epoch 840 | loss: 0.000118534 | val_loss: 0.000131713 | Time: 1360.43 ms [2020-12-18 03:07:13 main:574] : INFO : Epoch 841 | loss: 0.000113491 | val_loss: 0.000129611 | Time: 1356.67 ms [2020-12-18 03:07:14 main:574] : INFO : Epoch 842 | loss: 0.000112597 | val_loss: 0.000129176 | Time: 1359.05 ms [2020-12-18 03:07:15 main:574] : INFO : Epoch 843 | loss: 0.000112467 | val_loss: 0.000129033 | Time: 1357.84 ms [2020-12-18 03:07:17 main:574] : INFO : Epoch 844 | loss: 0.000112441 | val_loss: 0.000129151 | Time: 1355.98 ms [2020-12-18 03:07:18 main:574] : INFO : Epoch 845 | loss: 0.000112383 | val_loss: 0.000129163 | Time: 1358.35 ms [2020-12-18 03:07:19 main:574] : INFO : Epoch 846 | loss: 0.000112373 | val_loss: 0.000129151 | Time: 1359.31 ms [2020-12-18 03:07:21 main:574] : INFO : Epoch 847 | loss: 0.000112403 | val_loss: 0.00012882 | Time: 1352.38 ms [2020-12-18 03:07:22 main:574] : INFO : Epoch 848 | loss: 0.000115273 | val_loss: 0.00014872 | Time: 1358.01 ms [2020-12-18 03:07:24 main:574] : INFO : Epoch 849 | loss: 0.000142864 | val_loss: 0.000141763 | Time: 1353.79 ms [2020-12-18 03:07:25 main:574] : INFO : Epoch 850 | loss: 0.000116853 | val_loss: 0.000130043 | Time: 1370.22 ms [2020-12-18 03:07:26 main:574] : INFO : Epoch 851 | loss: 0.000112827 | val_loss: 0.000129031 | Time: 1359.37 ms [2020-12-18 03:07:28 main:574] : INFO : Epoch 852 | loss: 0.000112242 | val_loss: 0.000128831 | Time: 1361.07 ms [2020-12-18 03:07:29 main:574] : INFO : Epoch 853 | loss: 0.000112194 | val_loss: 0.000128861 | Time: 1361.64 ms [2020-12-18 03:07:31 main:574] : INFO : Epoch 854 | loss: 0.000112456 | val_loss: 0.000129073 | Time: 1363.72 ms [2020-12-18 03:07:32 main:574] : INFO : Epoch 855 | loss: 0.000112585 | val_loss: 0.000130986 | Time: 1355.06 ms [2020-12-18 03:07:33 main:574] : INFO : Epoch 856 | loss: 0.0001168 | val_loss: 0.00013828 | Time: 1373.17 ms [2020-12-18 03:07:35 main:574] : INFO : Epoch 857 | loss: 0.000120752 | val_loss: 0.00013428 | Time: 1358.77 ms [2020-12-18 03:07:36 main:574] : INFO : Epoch 858 | loss: 0.000114519 | val_loss: 0.000130939 | Time: 1360.73 ms [2020-12-18 03:07:38 main:574] : INFO : Epoch 859 | loss: 0.000113476 | val_loss: 0.000130238 | Time: 1357.5 ms [2020-12-18 03:07:39 main:574] : INFO : Epoch 860 | loss: 0.000113191 | val_loss: 0.000129657 | Time: 1357.38 ms [2020-12-18 03:07:40 main:574] : INFO : Epoch 861 | loss: 0.000113036 | val_loss: 0.00012972 | Time: 1367.3 ms [2020-12-18 03:07:42 main:574] : INFO : Epoch 862 | loss: 0.000115638 | val_loss: 0.000147847 | Time: 1355.95 ms [2020-12-18 03:07:43 main:574] : INFO : Epoch 863 | loss: 0.000145446 | val_loss: 0.000138815 | Time: 1374.2 ms [2020-12-18 03:07:44 main:574] : INFO : Epoch 864 | loss: 0.000116525 | val_loss: 0.0001316 | Time: 1378.17 ms [2020-12-18 03:07:46 main:574] : INFO : Epoch 865 | loss: 0.000113464 | val_loss: 0.000129486 | Time: 1393.95 ms [2020-12-18 03:07:47 main:574] : INFO : Epoch 866 | loss: 0.000112421 | val_loss: 0.000128821 | Time: 1367.58 ms [2020-12-18 03:07:49 main:574] : INFO : Epoch 867 | loss: 0.000112105 | val_loss: 0.00012905 | Time: 1372.83 ms [2020-12-18 03:07:50 main:574] : INFO : Epoch 868 | loss: 0.000117716 | val_loss: 0.000138321 | Time: 1374.51 ms [2020-12-18 03:07:51 main:574] : INFO : Epoch 869 | loss: 0.000119154 | val_loss: 0.000131009 | Time: 1374.66 ms [2020-12-18 03:07:53 main:574] : INFO : Epoch 870 | loss: 0.000112735 | val_loss: 0.000129276 | Time: 1363.2 ms [2020-12-18 03:07:54 main:574] : INFO : Epoch 871 | loss: 0.000112209 | val_loss: 0.000129288 | Time: 1352.59 ms [2020-12-18 03:07:55 main:574] : INFO : Epoch 872 | loss: 0.000112945 | val_loss: 0.000130301 | Time: 1363.51 ms [2020-12-18 03:07:57 main:574] : INFO : Epoch 873 | loss: 0.000113359 | val_loss: 0.000130839 | Time: 1377.19 ms [2020-12-18 03:07:58 main:574] : INFO : Epoch 874 | loss: 0.000115208 | val_loss: 0.000134506 | Time: 1372.55 ms [2020-12-18 03:08:00 main:574] : INFO : Epoch 875 | loss: 0.000130731 | val_loss: 0.000168184 | Time: 1353.74 ms [2020-12-18 03:08:01 main:574] : INFO : Epoch 876 | loss: 0.000127352 | val_loss: 0.000132729 | Time: 1378.08 ms [2020-12-18 03:08:02 main:574] : INFO : Epoch 877 | loss: 0.000114182 | val_loss: 0.000129205 | Time: 1372.67 ms [2020-12-18 03:08:04 main:574] : INFO : Epoch 878 | loss: 0.00011245 | val_loss: 0.000129228 | Time: 1363.11 ms [2020-12-18 03:08:05 main:574] : INFO : Epoch 879 | loss: 0.00011229 | val_loss: 0.000130614 | Time: 1356.42 ms [2020-12-18 03:08:07 main:574] : INFO : Epoch 880 | loss: 0.000112003 | val_loss: 0.000130451 | Time: 1410.75 ms [2020-12-18 03:08:08 main:574] : INFO : Epoch 881 | loss: 0.00011292 | val_loss: 0.000129803 | Time: 1356.77 ms [2020-12-18 03:08:09 main:574] : INFO : Epoch 882 | loss: 0.000114934 | val_loss: 0.00014302 | Time: 1355.81 ms [2020-12-18 03:08:11 main:574] : INFO : Epoch 883 | loss: 0.000144797 | val_loss: 0.000143285 | Time: 1367.81 ms [2020-12-18 03:08:12 main:574] : INFO : Epoch 884 | loss: 0.000117693 | val_loss: 0.000132253 | Time: 1355.9 ms [2020-12-18 03:08:13 main:574] : INFO : Epoch 885 | loss: 0.000113111 | val_loss: 0.000130631 | Time: 1362.11 ms [2020-12-18 03:08:15 main:574] : INFO : Epoch 886 | loss: 0.000111238 | val_loss: 0.000128772 | Time: 1381.59 ms [2020-12-18 03:08:16 main:574] : INFO : Epoch 887 | loss: 0.000109559 | val_loss: 0.000128744 | Time: 1354.45 ms [2020-12-18 03:08:18 main:574] : INFO : Epoch 888 | loss: 0.000109401 | val_loss: 0.000129037 | Time: 1354.11 ms [2020-12-18 03:08:19 main:574] : INFO : Epoch 889 | loss: 0.000109466 | val_loss: 0.000129797 | Time: 1378.95 ms [2020-12-18 03:08:20 main:574] : INFO : Epoch 890 | loss: 0.000128975 | val_loss: 0.00016201 | Time: 1373.58 ms [2020-12-18 03:08:22 main:574] : INFO : Epoch 891 | loss: 0.000120076 | val_loss: 0.000135266 | Time: 1358.48 ms [2020-12-18 03:08:23 main:574] : INFO : Epoch 892 | loss: 0.000111381 | val_loss: 0.000130388 | Time: 1356.19 ms [2020-12-18 03:08:24 main:574] : INFO : Epoch 893 | loss: 0.00010995 | val_loss: 0.00012906 | Time: 1350.51 ms [2020-12-18 03:08:26 main:574] : INFO : Epoch 894 | loss: 0.000109295 | val_loss: 0.000128515 | Time: 1379.83 ms [2020-12-18 03:08:27 main:574] : INFO : Epoch 895 | loss: 0.000109984 | val_loss: 0.00013414 | Time: 1365.65 ms [2020-12-18 03:08:29 main:574] : INFO : Epoch 896 | loss: 0.000122582 | val_loss: 0.000144098 | Time: 1363.67 ms [2020-12-18 03:08:30 main:574] : INFO : Epoch 897 | loss: 0.000114867 | val_loss: 0.000131966 | Time: 1376.31 ms [2020-12-18 03:08:31 main:574] : INFO : Epoch 898 | loss: 0.000110916 | val_loss: 0.000129841 | Time: 1352.58 ms [2020-12-18 03:08:33 main:574] : INFO : Epoch 899 | loss: 0.000109864 | val_loss: 0.000129373 | Time: 1349.9 ms [2020-12-18 03:08:34 main:574] : INFO : Epoch 900 | loss: 0.000109677 | val_loss: 0.000130094 | Time: 1377.82 ms [2020-12-18 03:08:35 main:574] : INFO : Epoch 901 | loss: 0.000109945 | val_loss: 0.000131014 | Time: 1374.14 ms [2020-12-18 03:08:37 main:574] : INFO : Epoch 902 | loss: 0.000111931 | val_loss: 0.000134392 | Time: 1367.72 ms [2020-12-18 03:08:38 main:574] : INFO : Epoch 903 | loss: 0.000117851 | val_loss: 0.000133139 | Time: 1355.54 ms [2020-12-18 03:08:40 main:574] : INFO : Epoch 904 | loss: 0.000116107 | val_loss: 0.000134047 | Time: 1349.64 ms [2020-12-18 03:08:41 main:574] : INFO : Epoch 905 | loss: 0.000113642 | val_loss: 0.000132704 | Time: 1364.99 ms [2020-12-18 03:08:42 main:574] : INFO : Epoch 906 | loss: 0.000111315 | val_loss: 0.000130845 | Time: 1383.93 ms [2020-12-18 03:08:44 main:574] : INFO : Epoch 907 | loss: 0.000111047 | val_loss: 0.000131507 | Time: 1381.65 ms [2020-12-18 03:08:45 main:574] : INFO : Epoch 908 | loss: 0.000113222 | val_loss: 0.000141754 | Time: 1359.57 ms [2020-12-18 03:08:47 main:574] : INFO : Epoch 909 | loss: 0.000126698 | val_loss: 0.000135927 | Time: 1373.91 ms [2020-12-18 03:08:48 main:574] : INFO : Epoch 910 | loss: 0.000116271 | val_loss: 0.000134881 | Time: 1355.18 ms [2020-12-18 03:08:49 main:574] : INFO : Epoch 911 | loss: 0.000112002 | val_loss: 0.00012939 | Time: 1365.51 ms [2020-12-18 03:08:51 main:574] : INFO : Epoch 912 | loss: 0.000110036 | val_loss: 0.000129213 | Time: 1408.33 ms [2020-12-18 03:08:52 main:574] : INFO : Epoch 913 | loss: 0.000110933 | val_loss: 0.000131816 | Time: 1362.06 ms [2020-12-18 03:08:53 main:574] : INFO : Epoch 914 | loss: 0.00011395 | val_loss: 0.000134194 | Time: 1355.62 ms [2020-12-18 03:08:55 main:574] : INFO : Epoch 915 | loss: 0.000113404 | val_loss: 0.000137267 | Time: 1358.76 ms [2020-12-18 03:08:56 main:574] : INFO : Epoch 916 | loss: 0.000114801 | val_loss: 0.000134311 | Time: 1360.54 ms [2020-12-18 03:08:58 main:574] : INFO : Epoch 917 | loss: 0.000116236 | val_loss: 0.000134608 | Time: 1353.22 ms [2020-12-18 03:08:59 main:574] : INFO : Epoch 918 | loss: 0.000112825 | val_loss: 0.000134517 | Time: 1356.28 ms [2020-12-18 03:09:00 main:574] : INFO : Epoch 919 | loss: 0.000110677 | val_loss: 0.00013156 | Time: 1367.01 ms [2020-12-18 03:09:02 main:574] : INFO : Epoch 920 | loss: 0.000113989 | val_loss: 0.00014799 | Time: 1352.22 ms [2020-12-18 03:09:03 main:574] : INFO : Epoch 921 | loss: 0.000142127 | val_loss: 0.000138767 | Time: 1357.66 ms [2020-12-18 03:09:05 main:574] : INFO : Epoch 922 | loss: 0.000116486 | val_loss: 0.000133221 | Time: 1356.69 ms [2020-12-18 03:09:06 main:574] : INFO : Epoch 923 | loss: 0.00012509 | val_loss: 0.000134012 | Time: 1417.47 ms [2020-12-18 03:09:07 main:574] : INFO : Epoch 924 | loss: 0.000114063 | val_loss: 0.000133574 | Time: 1367.68 ms [2020-12-18 03:09:09 main:574] : INFO : Epoch 925 | loss: 0.00011115 | val_loss: 0.000131967 | Time: 1384.52 ms [2020-12-18 03:09:10 main:574] : INFO : Epoch 926 | loss: 0.000109396 | val_loss: 0.000129588 | Time: 1348.91 ms [2020-12-18 03:09:12 main:574] : INFO : Epoch 927 | loss: 0.000109294 | val_loss: 0.000130695 | Time: 1355.36 ms [2020-12-18 03:09:13 main:574] : INFO : Epoch 928 | loss: 0.000109662 | val_loss: 0.000131991 | Time: 1369.8 ms [2020-12-18 03:09:14 main:574] : INFO : Epoch 929 | loss: 0.00010941 | val_loss: 0.000129798 | Time: 1373.31 ms [2020-12-18 03:09:16 main:574] : INFO : Epoch 930 | loss: 0.000109353 | val_loss: 0.000130427 | Time: 1376.73 ms [2020-12-18 03:09:17 main:574] : INFO : Epoch 931 | loss: 0.000111744 | val_loss: 0.000138677 | Time: 1369.21 ms [2020-12-18 03:09:19 main:574] : INFO : Epoch 932 | loss: 0.000123346 | val_loss: 0.000140464 | Time: 1375.85 ms [2020-12-18 03:09:20 main:574] : INFO : Epoch 933 | loss: 0.000114792 | val_loss: 0.000135201 | Time: 1374.91 ms [2020-12-18 03:09:21 main:574] : INFO : Epoch 934 | loss: 0.000117772 | val_loss: 0.000134812 | Time: 1358.42 ms [2020-12-18 03:09:23 main:574] : INFO : Epoch 935 | loss: 0.000111305 | val_loss: 0.000131551 | Time: 1372.22 ms [2020-12-18 03:09:24 main:574] : INFO : Epoch 936 | loss: 0.000110293 | val_loss: 0.000128658 | Time: 1376.3 ms [2020-12-18 03:09:26 main:574] : INFO : Epoch 937 | loss: 0.000111275 | val_loss: 0.000131207 | Time: 1367.09 ms [2020-12-18 03:09:27 main:574] : INFO : Epoch 938 | loss: 0.000114435 | val_loss: 0.000138518 | Time: 1381.04 ms [2020-12-18 03:09:28 main:574] : INFO : Epoch 939 | loss: 0.00011499 | val_loss: 0.000134557 | Time: 1366.61 ms [2020-12-18 03:09:30 main:574] : INFO : Epoch 940 | loss: 0.000124947 | val_loss: 0.00017716 | Time: 1369.27 ms [2020-12-18 03:09:31 main:574] : INFO : Epoch 941 | loss: 0.000129538 | val_loss: 0.000135218 | Time: 1361.15 ms [2020-12-18 03:09:32 main:574] : INFO : Epoch 942 | loss: 0.00011221 | val_loss: 0.000130814 | Time: 1349.13 ms [2020-12-18 03:09:34 main:574] : INFO : Epoch 943 | loss: 0.000118573 | val_loss: 0.000190865 | Time: 1357.92 ms [2020-12-18 03:09:35 main:574] : INFO : Epoch 944 | loss: 0.000131093 | val_loss: 0.000136536 | Time: 1373.42 ms [2020-12-18 03:09:37 main:574] : INFO : Epoch 945 | loss: 0.000111937 | val_loss: 0.000129056 | Time: 1361.81 ms [2020-12-18 03:09:38 main:574] : INFO : Epoch 946 | loss: 0.000109305 | val_loss: 0.000127985 | Time: 1379.24 ms [2020-12-18 03:09:39 main:574] : INFO : Epoch 947 | loss: 0.000109388 | val_loss: 0.000130556 | Time: 1351.79 ms [2020-12-18 03:09:41 main:574] : INFO : Epoch 948 | loss: 0.00011799 | val_loss: 0.00013472 | Time: 1360.75 ms [2020-12-18 03:09:42 main:574] : INFO : Epoch 949 | loss: 0.000112475 | val_loss: 0.000130876 | Time: 1357.6 ms [2020-12-18 03:09:43 main:574] : INFO : Epoch 950 | loss: 0.000112664 | val_loss: 0.00012801 | Time: 1372.81 ms [2020-12-18 03:09:45 main:574] : INFO : Epoch 951 | loss: 0.000111055 | val_loss: 0.000126994 | Time: 1378.1 ms [2020-12-18 03:09:46 main:574] : INFO : Epoch 952 | loss: 0.00011035 | val_loss: 0.000127514 | Time: 1369.72 ms [2020-12-18 03:09:48 main:574] : INFO : Epoch 953 | loss: 0.000118766 | val_loss: 0.00013989 | Time: 1347.73 ms [2020-12-18 03:09:49 main:574] : INFO : Epoch 954 | loss: 0.000117688 | val_loss: 0.000134664 | Time: 1351.85 ms [2020-12-18 03:09:50 main:574] : INFO : Epoch 955 | loss: 0.000122562 | val_loss: 0.000131842 | Time: 1357.34 ms [2020-12-18 03:09:52 main:574] : INFO : Epoch 956 | loss: 0.000112934 | val_loss: 0.00012929 | Time: 1360.55 ms [2020-12-18 03:09:53 main:574] : INFO : Epoch 957 | loss: 0.000112703 | val_loss: 0.000127586 | Time: 1373.52 ms [2020-12-18 03:09:54 main:574] : INFO : Epoch 958 | loss: 0.000114788 | val_loss: 0.00013745 | Time: 1368.22 ms [2020-12-18 03:09:56 main:574] : INFO : Epoch 959 | loss: 0.000120631 | val_loss: 0.000128646 | Time: 1361.56 ms [2020-12-18 03:09:57 main:574] : INFO : Epoch 960 | loss: 0.000112863 | val_loss: 0.000128484 | Time: 1358.38 ms [2020-12-18 03:09:59 main:574] : INFO : Epoch 961 | loss: 0.000112226 | val_loss: 0.000125727 | Time: 1367.51 ms [2020-12-18 03:10:00 main:574] : INFO : Epoch 962 | loss: 0.000112673 | val_loss: 0.000134896 | Time: 1376.76 ms [2020-12-18 03:10:01 main:574] : INFO : Epoch 963 | loss: 0.000128552 | val_loss: 0.000157016 | Time: 1386.98 ms [2020-12-18 03:10:03 main:574] : INFO : Epoch 964 | loss: 0.00013598 | val_loss: 0.000135582 | Time: 1379.61 ms [2020-12-18 03:10:04 main:574] : INFO : Epoch 965 | loss: 0.000114699 | val_loss: 0.000128629 | Time: 1355.99 ms [2020-12-18 03:10:05 main:574] : INFO : Epoch 966 | loss: 0.000110323 | val_loss: 0.000125388 | Time: 1352.35 ms [2020-12-18 03:10:07 main:574] : INFO : Epoch 967 | loss: 0.000109964 | val_loss: 0.000126959 | Time: 1415.82 ms [2020-12-18 03:10:08 main:574] : INFO : Epoch 968 | loss: 0.000120316 | val_loss: 0.000153772 | Time: 1357.82 ms [2020-12-18 03:10:10 main:574] : INFO : Epoch 969 | loss: 0.000120814 | val_loss: 0.000127146 | Time: 1357.8 ms [2020-12-18 03:10:11 main:574] : INFO : Epoch 970 | loss: 0.000117142 | val_loss: 0.000140461 | Time: 1374.71 ms [2020-12-18 03:10:12 main:574] : INFO : Epoch 971 | loss: 0.000115799 | val_loss: 0.0001288 | Time: 1360.12 ms [2020-12-18 03:10:14 main:574] : INFO : Epoch 972 | loss: 0.000112107 | val_loss: 0.00012779 | Time: 1361.43 ms [2020-12-18 03:10:15 main:574] : INFO : Epoch 973 | loss: 0.00011612 | val_loss: 0.000130944 | Time: 1353.81 ms [2020-12-18 03:10:17 main:574] : INFO : Epoch 974 | loss: 0.000112972 | val_loss: 0.000125774 | Time: 1362.08 ms [2020-12-18 03:10:18 main:574] : INFO : Epoch 975 | loss: 0.000112304 | val_loss: 0.000136949 | Time: 1358.87 ms [2020-12-18 03:10:19 main:574] : INFO : Epoch 976 | loss: 0.000140867 | val_loss: 0.000163394 | Time: 1358.35 ms [2020-12-18 03:10:21 main:574] : INFO : Epoch 977 | loss: 0.000143401 | val_loss: 0.000141405 | Time: 1358.29 ms [2020-12-18 03:10:22 main:574] : INFO : Epoch 978 | loss: 0.000115721 | val_loss: 0.00012693 | Time: 1358.88 ms [2020-12-18 03:10:24 main:574] : INFO : Epoch 979 | loss: 0.000109981 | val_loss: 0.000127543 | Time: 1357.92 ms [2020-12-18 03:10:25 main:574] : INFO : Epoch 980 | loss: 0.000109018 | val_loss: 0.000126294 | Time: 1354.1 ms [2020-12-18 03:10:26 main:574] : INFO : Epoch 981 | loss: 0.000108733 | val_loss: 0.000127363 | Time: 1358.93 ms [2020-12-18 03:10:28 main:574] : INFO : Epoch 982 | loss: 0.000109608 | val_loss: 0.000134803 | Time: 1352.64 ms [2020-12-18 03:10:29 main:574] : INFO : Epoch 983 | loss: 0.000135586 | val_loss: 0.000140386 | Time: 1351.31 ms [2020-12-18 03:10:31 main:574] : INFO : Epoch 984 | loss: 0.000116955 | val_loss: 0.000134901 | Time: 1359.97 ms [2020-12-18 03:10:32 main:574] : INFO : Epoch 985 | loss: 0.000131678 | val_loss: 0.000139611 | Time: 1367 ms [2020-12-18 03:10:33 main:574] : INFO : Epoch 986 | loss: 0.00011741 | val_loss: 0.000130264 | Time: 1354.73 ms [2020-12-18 03:10:35 main:574] : INFO : Epoch 987 | loss: 0.000110722 | val_loss: 0.000128647 | Time: 1399.16 ms [2020-12-18 03:10:36 main:574] : INFO : Epoch 988 | loss: 0.000110241 | val_loss: 0.000129705 | Time: 1438.49 ms [2020-12-18 03:10:38 main:574] : INFO : Epoch 989 | loss: 0.000110693 | val_loss: 0.000129223 | Time: 1446.81 ms [2020-12-18 03:10:39 main:574] : INFO : Epoch 990 | loss: 0.000109966 | val_loss: 0.000128601 | Time: 1378.5 ms [2020-12-18 03:10:40 main:574] : INFO : Epoch 991 | loss: 0.000112612 | val_loss: 0.000135699 | Time: 1376.92 ms [2020-12-18 03:10:42 main:574] : INFO : Epoch 992 | loss: 0.000119832 | val_loss: 0.000141093 | Time: 1386.32 ms [2020-12-18 03:10:43 main:574] : INFO : Epoch 993 | loss: 0.000120268 | val_loss: 0.000139672 | Time: 1376.32 ms [2020-12-18 03:10:45 main:574] : INFO : Epoch 994 | loss: 0.000117594 | val_loss: 0.000139977 | Time: 1373.35 ms [2020-12-18 03:10:46 main:574] : INFO : Epoch 995 | loss: 0.000117636 | val_loss: 0.000140622 | Time: 1572.85 ms [2020-12-18 03:10:48 main:574] : INFO : Epoch 996 | loss: 0.000120367 | val_loss: 0.000141125 | Time: 1384.27 ms [2020-12-18 03:10:49 main:574] : INFO : Epoch 997 | loss: 0.00011552 | val_loss: 0.000138019 | Time: 1376.34 ms [2020-12-18 03:10:50 main:574] : INFO : Epoch 998 | loss: 0.00011263 | val_loss: 0.000137219 | Time: 1363.94 ms [2020-12-18 03:10:52 main:574] : INFO : Epoch 999 | loss: 0.000115264 | val_loss: 0.000135343 | Time: 1387.22 ms [2020-12-18 03:10:53 main:574] : INFO : Epoch 1000 | loss: 0.000113234 | val_loss: 0.000139296 | Time: 1380 ms [2020-12-18 03:10:54 main:574] : INFO : Epoch 1001 | loss: 0.000127019 | val_loss: 0.000181263 | Time: 1366.92 ms [2020-12-18 03:10:56 main:574] : INFO : Epoch 1002 | loss: 0.000144122 | val_loss: 0.000161342 | Time: 1352.1 ms [2020-12-18 03:10:57 main:574] : INFO : Epoch 1003 | loss: 0.000124687 | val_loss: 0.00013719 | Time: 1358.66 ms [2020-12-18 03:10:59 main:574] : INFO : Epoch 1004 | loss: 0.0001138 | val_loss: 0.000135723 | Time: 1366.1 ms [2020-12-18 03:11:00 main:574] : INFO : Epoch 1005 | loss: 0.000111823 | val_loss: 0.000134863 | Time: 1376.28 ms [2020-12-18 03:11:01 main:574] : INFO : Epoch 1006 | loss: 0.000109573 | val_loss: 0.000132392 | Time: 1365.33 ms [2020-12-18 03:11:03 main:574] : INFO : Epoch 1007 | loss: 0.000109064 | val_loss: 0.000133935 | Time: 1354.23 ms [2020-12-18 03:11:04 main:574] : INFO : Epoch 1008 | loss: 0.000111931 | val_loss: 0.000142898 | Time: 1375.34 ms [2020-12-18 03:11:05 main:574] : INFO : Epoch 1009 | loss: 0.00012393 | val_loss: 0.00014245 | Time: 1359.05 ms [2020-12-18 03:11:07 main:574] : INFO : Epoch 1010 | loss: 0.000113453 | val_loss: 0.000141607 | Time: 1392.98 ms [2020-12-18 03:11:08 main:574] : INFO : Epoch 1011 | loss: 0.000115606 | val_loss: 0.000144445 | Time: 1354.82 ms [2020-12-18 03:11:10 main:574] : INFO : Epoch 1012 | loss: 0.000123892 | val_loss: 0.000154684 | Time: 1352.38 ms [2020-12-18 03:11:11 main:574] : INFO : Epoch 1013 | loss: 0.000151672 | val_loss: 0.000167752 | Time: 1364.51 ms [2020-12-18 03:11:12 main:574] : INFO : Epoch 1014 | loss: 0.000123565 | val_loss: 0.000141727 | Time: 1358.16 ms [2020-12-18 03:11:14 main:574] : INFO : Epoch 1015 | loss: 0.000112326 | val_loss: 0.000135459 | Time: 1351.59 ms [2020-12-18 03:11:15 main:574] : INFO : Epoch 1016 | loss: 0.000111999 | val_loss: 0.00013585 | Time: 1353.17 ms [2020-12-18 03:11:17 main:574] : INFO : Epoch 1017 | loss: 0.000110382 | val_loss: 0.00013577 | Time: 1358.65 ms [2020-12-18 03:11:18 main:574] : INFO : Epoch 1018 | loss: 0.000109204 | val_loss: 0.000138678 | Time: 1355.13 ms [2020-12-18 03:11:19 main:574] : INFO : Epoch 1019 | loss: 0.000120719 | val_loss: 0.000147243 | Time: 1415.58 ms [2020-12-18 03:11:21 main:574] : INFO : Epoch 1020 | loss: 0.000127802 | val_loss: 0.000147626 | Time: 1426.02 ms [2020-12-18 03:11:22 main:574] : INFO : Epoch 1021 | loss: 0.00011819 | val_loss: 0.000139607 | Time: 1417.08 ms [2020-12-18 03:11:24 main:574] : INFO : Epoch 1022 | loss: 0.000111496 | val_loss: 0.000135581 | Time: 1359.34 ms [2020-12-18 03:11:25 main:574] : INFO : Epoch 1023 | loss: 0.000108801 | val_loss: 0.000133152 | Time: 1359.83 ms [2020-12-18 03:11:26 main:574] : INFO : Epoch 1024 | loss: 0.000111288 | val_loss: 0.000142917 | Time: 1363.21 ms [2020-12-18 03:11:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000142917 [2020-12-18 03:11:27 main:603] : INFO : Saving end state to config to file [2020-12-18 03:11:27 main:608] : INFO : Success, exiting.. 03:11:27 (7056): 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)