Task 3288914
| Name | ParityMachine-1605115843-14004-11_0 |
| Workunit | 1559514 |
| Created | 15 Dec 2020, 7:28:09 UTC |
| Sent | 18 Dec 2020, 3:57:02 UTC |
| Report deadline | 25 Dec 2020, 3:57:02 UTC |
| Received | 18 Dec 2020, 16:38:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 12 sec |
| CPU time | 24 min 10 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0307731 | val_loss: 0.0309419 | Time: 1424.09 ms [2020-12-18 11:25:57 main:581] : INFO : Epoch 511 | loss: 0.0307737 | val_loss: 0.0309253 | Time: 1429.07 ms [2020-12-18 11:25:58 main:581] : INFO : Epoch 512 | loss: 0.0307736 | val_loss: 0.0309347 | Time: 1445.68 ms [2020-12-18 11:26:00 main:581] : INFO : Epoch 513 | loss: 0.0307729 | val_loss: 0.0309352 | Time: 1449.33 ms [2020-12-18 11:26:01 main:581] : INFO : Epoch 514 | loss: 0.0307908 | val_loss: 0.0309315 | Time: 1418.66 ms [2020-12-18 11:26:03 main:581] : INFO : Epoch 515 | loss: 0.0307872 | val_loss: 0.0309445 | Time: 1415.24 ms [2020-12-18 11:26:04 main:581] : INFO : Epoch 516 | loss: 0.0307855 | val_loss: 0.0309352 | Time: 1428.85 ms [2020-12-18 11:26:05 main:581] : INFO : Epoch 517 | loss: 0.0307726 | val_loss: 0.0309395 | Time: 1401.58 ms [2020-12-18 11:26:07 main:581] : INFO : Epoch 518 | loss: 0.0307751 | val_loss: 0.0309487 | Time: 1430.26 ms [2020-12-18 11:26:08 main:581] : INFO : Epoch 519 | loss: 0.0307759 | val_loss: 0.0309377 | Time: 1463.9 ms [2020-12-18 11:26:10 main:581] : INFO : Epoch 520 | loss: 0.0307664 | val_loss: 0.0309631 | Time: 1433.1 ms [2020-12-18 11:26:11 main:581] : INFO : Epoch 521 | loss: 0.0307696 | val_loss: 0.0309507 | Time: 1425.53 ms [2020-12-18 11:26:13 main:581] : INFO : Epoch 522 | loss: 0.0307793 | val_loss: 0.0309493 | Time: 1401.75 ms [2020-12-18 11:26:14 main:581] : INFO : Epoch 523 | loss: 0.0307959 | val_loss: 0.0309401 | Time: 1415.46 ms [2020-12-18 11:26:15 main:581] : INFO : Epoch 524 | loss: 0.0307868 | val_loss: 0.0309224 | Time: 1397.57 ms [2020-12-18 11:26:17 main:581] : INFO : Epoch 525 | loss: 0.0307832 | val_loss: 0.0309577 | Time: 1407.92 ms [2020-12-18 11:26:18 main:581] : INFO : Epoch 526 | loss: 0.0307751 | val_loss: 0.0309376 | Time: 1407.54 ms [2020-12-18 11:26:20 main:581] : INFO : Epoch 527 | loss: 0.0307738 | val_loss: 0.0309571 | Time: 1393.73 ms [2020-12-18 11:26:21 main:581] : INFO : Epoch 528 | loss: 0.0307796 | val_loss: 0.0309484 | Time: 1400.31 ms [2020-12-18 11:26:22 main:581] : INFO : Epoch 529 | loss: 0.0307719 | val_loss: 0.0309653 | Time: 1407.98 ms [2020-12-18 11:26:24 main:581] : INFO : Epoch 530 | loss: 0.0307753 | val_loss: 0.0309236 | Time: 1420.89 ms [2020-12-18 11:26:25 main:581] : INFO : Epoch 531 | loss: 0.0307735 | val_loss: 0.0309508 | Time: 1410.39 ms [2020-12-18 11:26:27 main:581] : INFO : Epoch 532 | loss: 0.0307818 | val_loss: 0.0309298 | Time: 1420.43 ms [2020-12-18 11:26:28 main:581] : INFO : Epoch 533 | loss: 0.0307859 | val_loss: 0.0309383 | Time: 1423.16 ms [2020-12-18 11:26:30 main:581] : INFO : Epoch 534 | loss: 0.0307843 | val_loss: 0.0309353 | Time: 1419.5 ms [2020-12-18 11:26:31 main:581] : INFO : Epoch 535 | loss: 0.0307796 | val_loss: 0.0309298 | Time: 1447.71 ms [2020-12-18 11:26:32 main:581] : INFO : Epoch 536 | loss: 0.0307775 | val_loss: 0.0309565 | Time: 1435.85 ms [2020-12-18 11:26:34 main:581] : INFO : Epoch 537 | loss: 0.0308003 | val_loss: 0.0309285 | Time: 1440.6 ms [2020-12-18 11:26:35 main:581] : INFO : Epoch 538 | loss: 0.0308088 | val_loss: 0.0309387 | Time: 1431.69 ms [2020-12-18 11:26:37 main:581] : INFO : Epoch 539 | loss: 0.030792 | val_loss: 0.0309332 | Time: 1428.93 ms [2020-12-18 11:26:38 main:581] : INFO : Epoch 540 | loss: 0.0307889 | val_loss: 0.0309366 | Time: 1413.76 ms [2020-12-18 11:26:40 main:581] : INFO : Epoch 541 | loss: 0.0307859 | val_loss: 0.0309339 | Time: 1391.99 ms [2020-12-18 11:26:41 main:581] : INFO : Epoch 542 | loss: 0.030781 | val_loss: 0.0309422 | Time: 1419.01 ms [2020-12-18 11:26:42 main:581] : INFO : Epoch 543 | loss: 0.0307775 | val_loss: 0.0309633 | Time: 1397.17 ms [2020-12-18 11:26:44 main:581] : INFO : Epoch 544 | loss: 0.030774 | val_loss: 0.0309496 | Time: 1392.61 ms [2020-12-18 11:26:45 main:581] : INFO : Epoch 545 | loss: 0.0307849 | val_loss: 0.0309328 | Time: 1424.76 ms [2020-12-18 11:26:47 main:581] : INFO : Epoch 546 | loss: 0.0307884 | val_loss: 0.0309105 | Time: 1449.31 ms [2020-12-18 11:26:48 main:581] : INFO : Epoch 547 | loss: 0.030791 | val_loss: 0.030955 | Time: 1461.24 ms [2020-12-18 11:26:50 main:581] : INFO : Epoch 548 | loss: 0.0307894 | val_loss: 0.0309613 | Time: 1441.52 ms [2020-12-18 11:26:51 main:581] : INFO : Epoch 549 | loss: 0.0307912 | val_loss: 0.0309319 | Time: 1406.63 ms [2020-12-18 11:26:52 main:581] : INFO : Epoch 550 | loss: 0.03078 | val_loss: 0.0309418 | Time: 1418.9 ms [2020-12-18 11:26:54 main:581] : INFO : Epoch 551 | loss: 0.0307787 | val_loss: 0.0309209 | Time: 1445.86 ms [2020-12-18 11:26:55 main:581] : INFO : Epoch 552 | loss: 0.030777 | val_loss: 0.0309249 | Time: 1468.24 ms [2020-12-18 11:26:57 main:581] : INFO : Epoch 553 | loss: 0.0307687 | val_loss: 0.0309318 | Time: 1406.68 ms [2020-12-18 11:26:58 main:581] : INFO : Epoch 554 | loss: 0.0307673 | val_loss: 0.0309381 | Time: 1405.04 ms [2020-12-18 11:26:59 main:581] : INFO : Epoch 555 | loss: 0.0307663 | val_loss: 0.030924 | Time: 1416.18 ms [2020-12-18 11:27:01 main:581] : INFO : Epoch 556 | loss: 0.0307589 | val_loss: 0.0309339 | Time: 1463.83 ms [2020-12-18 11:27:02 main:581] : INFO : Epoch 557 | loss: 0.0307589 | val_loss: 0.0309485 | Time: 1400.13 ms [2020-12-18 11:27:04 main:581] : INFO : Epoch 558 | loss: 0.0307721 | val_loss: 0.0309428 | Time: 1406.61 ms [2020-12-18 11:27:05 main:581] : INFO : Epoch 559 | loss: 0.0307672 | val_loss: 0.0309444 | Time: 1400.91 ms [2020-12-18 11:27:07 main:581] : INFO : Epoch 560 | loss: 0.0307652 | val_loss: 0.0309279 | Time: 1420.23 ms [2020-12-18 11:27:08 main:581] : INFO : Epoch 561 | loss: 0.0307799 | val_loss: 0.0309141 | Time: 1402.43 ms [2020-12-18 11:27:09 main:581] : INFO : Epoch 562 | loss: 0.0307711 | val_loss: 0.0309355 | Time: 1424.8 ms [2020-12-18 11:27:11 main:581] : INFO : Epoch 563 | loss: 0.0307801 | val_loss: 0.0309523 | Time: 1425.54 ms [2020-12-18 11:27:12 main:581] : INFO : Epoch 564 | loss: 0.0307755 | val_loss: 0.030948 | Time: 1434.15 ms [2020-12-18 11:27:14 main:581] : INFO : Epoch 565 | loss: 0.0308172 | val_loss: 0.0309247 | Time: 1420.29 ms [2020-12-18 11:27:15 main:581] : INFO : Epoch 566 | loss: 0.0308156 | val_loss: 0.03094 | Time: 1413.56 ms [2020-12-18 11:27:17 main:581] : INFO : Epoch 567 | loss: 0.030867 | val_loss: 0.0309469 | Time: 1442.86 ms [2020-12-18 11:27:18 main:581] : INFO : Epoch 568 | loss: 0.0308567 | val_loss: 0.0309225 | Time: 1391.92 ms [2020-12-18 11:27:19 main:581] : INFO : Epoch 569 | loss: 0.0308339 | val_loss: 0.0309037 | Time: 1445.78 ms [2020-12-18 11:27:21 main:581] : INFO : Epoch 570 | loss: 0.0307959 | val_loss: 0.0309006 | Time: 1415.15 ms [2020-12-18 11:27:22 main:581] : INFO : Epoch 571 | loss: 0.0307917 | val_loss: 0.0309222 | Time: 1421.89 ms [2020-12-18 11:27:24 main:581] : INFO : Epoch 572 | loss: 0.0307814 | val_loss: 0.0309275 | Time: 1429.03 ms [2020-12-18 11:27:25 main:581] : INFO : Epoch 573 | loss: 0.030773 | val_loss: 0.0309191 | Time: 1422.13 ms [2020-12-18 11:27:26 main:581] : INFO : Epoch 574 | loss: 0.0307834 | val_loss: 0.0309301 | Time: 1427.27 ms [2020-12-18 11:27:28 main:581] : INFO : Epoch 575 | loss: 0.0307884 | val_loss: 0.0309019 | Time: 1421.29 ms [2020-12-18 11:27:29 main:581] : INFO : Epoch 576 | loss: 0.0307996 | val_loss: 0.0309031 | Time: 1440.58 ms [2020-12-18 11:27:31 main:581] : INFO : Epoch 577 | loss: 0.0307956 | val_loss: 0.030934 | Time: 1461.89 ms [2020-12-18 11:27:32 main:581] : INFO : Epoch 578 | loss: 0.0307929 | val_loss: 0.0309295 | Time: 1446.64 ms [2020-12-18 11:27:34 main:581] : INFO : Epoch 579 | loss: 0.0307774 | val_loss: 0.0309309 | Time: 1395.23 ms [2020-12-18 11:27:35 main:581] : INFO : Epoch 580 | loss: 0.0308221 | val_loss: 0.03093 | Time: 1421.64 ms [2020-12-18 11:27:36 main:581] : INFO : Epoch 581 | loss: 0.0308074 | val_loss: 0.0309502 | Time: 1400.07 ms [2020-12-18 11:27:38 main:581] : INFO : Epoch 582 | loss: 0.0308044 | val_loss: 0.0309171 | Time: 1405.05 ms [2020-12-18 11:27:39 main:581] : INFO : Epoch 583 | loss: 0.0307878 | val_loss: 0.0309201 | Time: 1424.68 ms [2020-12-18 11:27:41 main:581] : INFO : Epoch 584 | loss: 0.0307758 | val_loss: 0.0309187 | Time: 1422.08 ms [2020-12-18 11:27:42 main:581] : INFO : Epoch 585 | loss: 0.0307705 | val_loss: 0.0309322 | Time: 1451.26 ms [2020-12-18 11:27:44 main:581] : INFO : Epoch 586 | loss: 0.0307779 | val_loss: 0.0309091 | Time: 1461.24 ms [2020-12-18 11:27:45 main:581] : INFO : Epoch 587 | loss: 0.0307797 | val_loss: 0.0309166 | Time: 1446.23 ms [2020-12-18 11:27:46 main:581] : INFO : Epoch 588 | loss: 0.0308406 | val_loss: 0.0309272 | Time: 1407.77 ms [2020-12-18 11:27:48 main:581] : INFO : Epoch 589 | loss: 0.0308417 | val_loss: 0.0309176 | Time: 1410.65 ms [2020-12-18 11:27:49 main:581] : INFO : Epoch 590 | loss: 0.0308154 | val_loss: 0.0309052 | Time: 1400 ms [2020-12-18 11:27:51 main:581] : INFO : Epoch 591 | loss: 0.0307976 | val_loss: 0.0309156 | Time: 1422.4 ms [2020-12-18 11:27:52 main:581] : INFO : Epoch 592 | loss: 0.030788 | val_loss: 0.0309002 | Time: 1426.34 ms [2020-12-18 11:27:54 main:581] : INFO : Epoch 593 | loss: 0.0307784 | val_loss: 0.0309101 | Time: 1438.72 ms [2020-12-18 11:27:55 main:581] : INFO : Epoch 594 | loss: 0.03078 | val_loss: 0.0309025 | Time: 1441.14 ms [2020-12-18 11:27:56 main:581] : INFO : Epoch 595 | loss: 0.0307795 | val_loss: 0.0309255 | Time: 1412.4 ms [2020-12-18 11:27:58 main:581] : INFO : Epoch 596 | loss: 0.0307686 | val_loss: 0.0309482 | Time: 1418.65 ms [2020-12-18 11:27:59 main:581] : INFO : Epoch 597 | loss: 0.030772 | val_loss: 0.0309311 | Time: 1442.47 ms [2020-12-18 11:28:01 main:581] : INFO : Epoch 598 | loss: 0.0307671 | val_loss: 0.0309251 | Time: 1456.44 ms [2020-12-18 11:28:02 main:581] : INFO : Epoch 599 | loss: 0.0307616 | val_loss: 0.0309177 | Time: 1423.04 ms [2020-12-18 11:28:04 main:581] : INFO : Epoch 600 | loss: 0.0307741 | val_loss: 0.0309492 | Time: 1417.84 ms [2020-12-18 11:28:05 main:581] : INFO : Epoch 601 | loss: 0.030778 | val_loss: 0.0309194 | Time: 1449.6 ms [2020-12-18 11:28:06 main:581] : INFO : Epoch 602 | loss: 0.0307749 | val_loss: 0.0309118 | Time: 1412.84 ms [2020-12-18 11:28:08 main:581] : INFO : Epoch 603 | loss: 0.0307784 | val_loss: 0.0309128 | Time: 1415.78 ms [2020-12-18 11:28:09 main:581] : INFO : Epoch 604 | loss: 0.0307724 | val_loss: 0.0309258 | Time: 1466.8 ms [2020-12-18 11:28:11 main:581] : INFO : Epoch 605 | loss: 0.030796 | val_loss: 0.0309478 | Time: 1464.37 ms [2020-12-18 11:28:12 main:581] : INFO : Epoch 606 | loss: 0.0308032 | val_loss: 0.0309264 | Time: 1398.57 ms [2020-12-18 11:28:14 main:581] : INFO : Epoch 607 | loss: 0.0307855 | val_loss: 0.030931 | Time: 1409.75 ms [2020-12-18 11:28:15 main:581] : INFO : Epoch 608 | loss: 0.0307731 | val_loss: 0.0309153 | Time: 1388.72 ms [2020-12-18 11:28:16 main:581] : INFO : Epoch 609 | loss: 0.0307691 | val_loss: 0.0309417 | Time: 1426.21 ms [2020-12-18 11:28:18 main:581] : INFO : Epoch 610 | loss: 0.0307763 | val_loss: 0.0309292 | Time: 1428.51 ms [2020-12-18 11:28:19 main:581] : INFO : Epoch 611 | loss: 0.0307686 | val_loss: 0.0309252 | Time: 1432.21 ms [2020-12-18 11:28:21 main:581] : INFO : Epoch 612 | loss: 0.030764 | val_loss: 0.0309439 | Time: 1428.31 ms [2020-12-18 11:28:22 main:581] : INFO : Epoch 613 | loss: 0.0307608 | val_loss: 0.0309527 | Time: 1453.16 ms [2020-12-18 11:28:24 main:581] : INFO : Epoch 614 | loss: 0.0307619 | val_loss: 0.0309566 | Time: 1443.59 ms [2020-12-18 11:28:25 main:581] : INFO : Epoch 615 | loss: 0.0307681 | val_loss: 0.0309281 | Time: 1445.53 ms [2020-12-18 11:28:27 main:581] : INFO : Epoch 616 | loss: 0.0307634 | val_loss: 0.0309475 | Time: 1456.4 ms [2020-12-18 11:28:28 main:581] : INFO : Epoch 617 | loss: 0.030774 | val_loss: 0.0309226 | Time: 1413.36 ms [2020-12-18 11:28:29 main:581] : INFO : Epoch 618 | loss: 0.0307735 | val_loss: 0.030933 | Time: 1413.11 ms [2020-12-18 11:28:31 main:581] : INFO : Epoch 619 | loss: 0.0307772 | val_loss: 0.0309334 | Time: 1392.18 ms [2020-12-18 11:28:32 main:581] : INFO : Epoch 620 | loss: 0.0307696 | val_loss: 0.0309225 | Time: 1395.62 ms [2020-12-18 11:28:34 main:581] : INFO : Epoch 621 | loss: 0.0307628 | val_loss: 0.0309365 | Time: 1400.53 ms [2020-12-18 11:28:35 main:581] : INFO : Epoch 622 | loss: 0.0307678 | val_loss: 0.0309218 | Time: 1393.98 ms [2020-12-18 11:28:36 main:581] : INFO : Epoch 623 | loss: 0.030774 | val_loss: 0.0309445 | Time: 1413.42 ms [2020-12-18 11:28:38 main:581] : INFO : Epoch 624 | loss: 0.0307664 | val_loss: 0.0309391 | Time: 1393.15 ms [2020-12-18 11:28:39 main:581] : INFO : Epoch 625 | loss: 0.030759 | val_loss: 0.0309353 | Time: 1387.65 ms [2020-12-18 11:28:41 main:581] : INFO : Epoch 626 | loss: 0.0307563 | val_loss: 0.0309283 | Time: 1411.77 ms [2020-12-18 11:28:42 main:581] : INFO : Epoch 627 | loss: 0.0308134 | val_loss: 0.0309459 | Time: 1432.83 ms [2020-12-18 11:28:43 main:581] : INFO : Epoch 628 | loss: 0.0308084 | val_loss: 0.03092 | Time: 1466.69 ms [2020-12-18 11:28:45 main:581] : INFO : Epoch 629 | loss: 0.0307813 | val_loss: 0.0309284 | Time: 1425.88 ms [2020-12-18 11:28:46 main:581] : INFO : Epoch 630 | loss: 0.0307668 | val_loss: 0.0309334 | Time: 1445.96 ms [2020-12-18 11:28:48 main:581] : INFO : Epoch 631 | loss: 0.030764 | val_loss: 0.0309396 | Time: 1416.07 ms [2020-12-18 11:28:49 main:581] : INFO : Epoch 632 | loss: 0.0307604 | val_loss: 0.0309257 | Time: 1426.59 ms [2020-12-18 11:28:51 main:581] : INFO : Epoch 633 | loss: 0.0307539 | val_loss: 0.0309539 | Time: 1412.52 ms [2020-12-18 11:28:52 main:581] : INFO : Epoch 634 | loss: 0.0307608 | val_loss: 0.0309569 | Time: 1408.74 ms [2020-12-18 11:28:53 main:581] : INFO : Epoch 635 | loss: 0.0307586 | val_loss: 0.0309517 | Time: 1457.93 ms [2020-12-18 11:28:55 main:581] : INFO : Epoch 636 | loss: 0.0307514 | val_loss: 0.0309438 | Time: 1466.72 ms [2020-12-18 11:28:56 main:581] : INFO : Epoch 637 | loss: 0.0307583 | val_loss: 0.0309401 | Time: 1427.98 ms [2020-12-18 11:28:58 main:581] : INFO : Epoch 638 | loss: 0.0307576 | val_loss: 0.0309659 | Time: 1462.68 ms [2020-12-18 11:28:59 main:581] : INFO : Epoch 639 | loss: 0.0307544 | val_loss: 0.0309512 | Time: 1462.87 ms [2020-12-18 11:29:01 main:581] : INFO : Epoch 640 | loss: 0.0307528 | val_loss: 0.0309508 | Time: 1427.81 ms [2020-12-18 11:29:02 main:581] : INFO : Epoch 641 | loss: 0.0307453 | val_loss: 0.0309534 | Time: 1421.76 ms [2020-12-18 11:29:04 main:581] : INFO : Epoch 642 | loss: 0.0307513 | val_loss: 0.0309425 | Time: 1404.67 ms [2020-12-18 11:29:05 main:581] : INFO : Epoch 643 | loss: 0.0307705 | val_loss: 0.0309314 | Time: 1404.82 ms [2020-12-18 11:29:06 main:581] : INFO : Epoch 644 | loss: 0.0307842 | val_loss: 0.0309237 | Time: 1408.03 ms [2020-12-18 11:29:08 main:581] : INFO : Epoch 645 | loss: 0.0307681 | val_loss: 0.0309378 | Time: 1392.84 ms [2020-12-18 11:29:09 main:581] : INFO : Epoch 646 | loss: 0.0307826 | val_loss: 0.030934 | Time: 1394.13 ms [2020-12-18 11:29:11 main:581] : INFO : Epoch 647 | loss: 0.030762 | val_loss: 0.0309208 | Time: 1418.93 ms [2020-12-18 11:29:12 main:581] : INFO : Epoch 648 | loss: 0.0307665 | val_loss: 0.030922 | Time: 1424.2 ms [2020-12-18 11:29:13 main:581] : INFO : Epoch 649 | loss: 0.0307745 | val_loss: 0.0309145 | Time: 1422.51 ms [2020-12-18 11:29:15 main:581] : INFO : Epoch 650 | loss: 0.0307675 | val_loss: 0.0309308 | Time: 1388.47 ms [2020-12-18 11:29:16 main:581] : INFO : Epoch 651 | loss: 0.0307662 | val_loss: 0.0309428 | Time: 1422.56 ms [2020-12-18 11:29:18 main:581] : INFO : Epoch 652 | loss: 0.0307592 | val_loss: 0.0309356 | Time: 1417.89 ms [2020-12-18 11:29:19 main:581] : INFO : Epoch 653 | loss: 0.0307563 | val_loss: 0.0309414 | Time: 1423.82 ms [2020-12-18 11:29:20 main:581] : INFO : Epoch 654 | loss: 0.0307717 | val_loss: 0.0309368 | Time: 1421.23 ms [2020-12-18 11:29:22 main:581] : INFO : Epoch 655 | loss: 0.0307657 | val_loss: 0.0309446 | Time: 1416.81 ms [2020-12-18 11:29:23 main:581] : INFO : Epoch 656 | loss: 0.0307555 | val_loss: 0.0309347 | Time: 1444.03 ms [2020-12-18 11:29:25 main:581] : INFO : Epoch 657 | loss: 0.0307594 | val_loss: 0.0310042 | Time: 1399.2 ms [2020-12-18 11:29:26 main:581] : INFO : Epoch 658 | loss: 0.0374491 | val_loss: 0.0323461 | Time: 1430.07 ms [2020-12-18 11:29:28 main:581] : INFO : Epoch 659 | loss: 0.0357868 | val_loss: 0.0321843 | Time: 1407.36 ms [2020-12-18 11:29:29 main:581] : INFO : Epoch 660 | loss: 0.031921 | val_loss: 0.0315651 | Time: 1412.27 ms [2020-12-18 11:29:30 main:581] : INFO : Epoch 661 | loss: 0.0313525 | val_loss: 0.0312663 | Time: 1420.43 ms [2020-12-18 11:29:32 main:581] : INFO : Epoch 662 | loss: 0.0312246 | val_loss: 0.0312004 | Time: 1421.35 ms [2020-12-18 11:29:33 main:581] : INFO : Epoch 663 | loss: 0.0311825 | val_loss: 0.0311679 | Time: 1426.49 ms [2020-12-18 11:29:35 main:581] : INFO : Epoch 664 | loss: 0.0311508 | val_loss: 0.0311391 | Time: 1410.45 ms [2020-12-18 11:29:36 main:581] : INFO : Epoch 665 | loss: 0.0311301 | val_loss: 0.0311297 | Time: 1391.43 ms [2020-12-18 11:29:37 main:581] : INFO : Epoch 666 | loss: 0.0311154 | val_loss: 0.0311086 | Time: 1430.94 ms [2020-12-18 11:29:39 main:581] : INFO : Epoch 667 | loss: 0.0310824 | val_loss: 0.0310675 | Time: 1439.58 ms [2020-12-18 11:29:40 main:581] : INFO : Epoch 668 | loss: 0.031028 | val_loss: 0.0310115 | Time: 1462.24 ms [2020-12-18 11:29:42 main:581] : INFO : Epoch 669 | loss: 0.0309542 | val_loss: 0.0309672 | Time: 1406.85 ms [2020-12-18 11:29:43 main:581] : INFO : Epoch 670 | loss: 0.0309038 | val_loss: 0.0309537 | Time: 1419.48 ms [2020-12-18 11:29:45 main:581] : INFO : Epoch 671 | loss: 0.0308753 | val_loss: 0.0309318 | Time: 1443.23 ms [2020-12-18 11:29:46 main:581] : INFO : Epoch 672 | loss: 0.0308602 | val_loss: 0.0309381 | Time: 1425.79 ms [2020-12-18 11:29:47 main:581] : INFO : Epoch 673 | loss: 0.0308572 | val_loss: 0.0309481 | Time: 1418.29 ms [2020-12-18 11:29:49 main:581] : INFO : Epoch 674 | loss: 0.0308499 | val_loss: 0.0309287 | Time: 1435.38 ms [2020-12-18 11:29:50 main:581] : INFO : Epoch 675 | loss: 0.0308317 | val_loss: 0.0309293 | Time: 1383.29 ms [2020-12-18 11:29:52 main:581] : INFO : Epoch 676 | loss: 0.0308231 | val_loss: 0.0309276 | Time: 1426.86 ms [2020-12-18 11:29:53 main:581] : INFO : Epoch 677 | loss: 0.0308225 | val_loss: 0.0309443 | Time: 1434.38 ms [2020-12-18 11:29:55 main:581] : INFO : Epoch 678 | loss: 0.030826 | val_loss: 0.0309354 | Time: 1403.31 ms [2020-12-18 11:29:56 main:581] : INFO : Epoch 679 | loss: 0.0308041 | val_loss: 0.0309425 | Time: 1412.58 ms [2020-12-18 11:29:57 main:581] : INFO : Epoch 680 | loss: 0.0307925 | val_loss: 0.0309343 | Time: 1441.23 ms [2020-12-18 11:29:59 main:581] : INFO : Epoch 681 | loss: 0.0307971 | val_loss: 0.0309383 | Time: 1390.66 ms [2020-12-18 11:30:00 main:581] : INFO : Epoch 682 | loss: 0.0307974 | val_loss: 0.0309289 | Time: 1403.94 ms [2020-12-18 11:30:02 main:581] : INFO : Epoch 683 | loss: 0.0308 | val_loss: 0.0309205 | Time: 1405.37 ms [2020-12-18 11:30:03 main:581] : INFO : Epoch 684 | loss: 0.0307937 | val_loss: 0.0309415 | Time: 1423.3 ms [2020-12-18 11:30:04 main:581] : INFO : Epoch 685 | loss: 0.030809 | val_loss: 0.0309239 | Time: 1394.98 ms [2020-12-18 11:30:06 main:581] : INFO : Epoch 686 | loss: 0.0308001 | val_loss: 0.0309223 | Time: 1392.83 ms [2020-12-18 11:30:07 main:581] : INFO : Epoch 687 | loss: 0.0307975 | val_loss: 0.0309345 | Time: 1412.36 ms [2020-12-18 11:30:09 main:581] : INFO : Epoch 688 | loss: 0.0308054 | val_loss: 0.0309104 | Time: 1415.53 ms [2020-12-18 11:30:10 main:581] : INFO : Epoch 689 | loss: 0.0308125 | val_loss: 0.030938 | Time: 1423.93 ms [2020-12-18 11:30:12 main:581] : INFO : Epoch 690 | loss: 0.0308146 | val_loss: 0.0309266 | Time: 1433.5 ms [2020-12-18 11:30:13 main:581] : INFO : Epoch 691 | loss: 0.0308052 | val_loss: 0.0309167 | Time: 1441.02 ms [2020-12-18 11:30:14 main:581] : INFO : Epoch 692 | loss: 0.0308186 | val_loss: 0.0309364 | Time: 1426.42 ms [2020-12-18 11:30:16 main:581] : INFO : Epoch 693 | loss: 0.0307988 | val_loss: 0.030929 | Time: 1415.08 ms [2020-12-18 11:30:17 main:581] : INFO : Epoch 694 | loss: 0.0307934 | val_loss: 0.030926 | Time: 1434.02 ms [2020-12-18 11:30:19 main:581] : INFO : Epoch 695 | loss: 0.0307859 | val_loss: 0.0309181 | Time: 1406.18 ms [2020-12-18 11:30:20 main:581] : INFO : Epoch 696 | loss: 0.0307866 | val_loss: 0.0309346 | Time: 1463.26 ms [2020-12-18 11:30:22 main:581] : INFO : Epoch 697 | loss: 0.0307869 | val_loss: 0.030925 | Time: 1412.98 ms [2020-12-18 11:30:23 main:581] : INFO : Epoch 698 | loss: 0.0307844 | val_loss: 0.03093 | Time: 1424.96 ms [2020-12-18 11:30:24 main:581] : INFO : Epoch 699 | loss: 0.0307758 | val_loss: 0.0309305 | Time: 1422.62 ms [2020-12-18 11:30:26 main:581] : INFO : Epoch 700 | loss: 0.0307737 | val_loss: 0.0309253 | Time: 1403.79 ms [2020-12-18 11:30:27 main:581] : INFO : Epoch 701 | loss: 0.0307662 | val_loss: 0.0309384 | Time: 1411.23 ms [2020-12-18 11:30:29 main:581] : INFO : Epoch 702 | loss: 0.0307698 | val_loss: 0.0309296 | Time: 1402.85 ms [2020-12-18 11:30:30 main:581] : INFO : Epoch 703 | loss: 0.030767 | val_loss: 0.0309256 | Time: 1414.87 ms [2020-12-18 11:30:31 main:581] : INFO : Epoch 704 | loss: 0.0307713 | val_loss: 0.0309179 | Time: 1411.4 ms [2020-12-18 11:30:33 main:581] : INFO : Epoch 705 | loss: 0.0307865 | val_loss: 0.0309271 | Time: 1413.44 ms [2020-12-18 11:30:34 main:581] : INFO : Epoch 706 | loss: 0.0307819 | val_loss: 0.0309413 | Time: 1442.45 ms [2020-12-18 11:30:36 main:581] : INFO : Epoch 707 | loss: 0.0307837 | val_loss: 0.0309228 | Time: 1397.86 ms [2020-12-18 11:30:37 main:581] : INFO : Epoch 708 | loss: 0.0308204 | val_loss: 0.0309198 | Time: 1408.57 ms [2020-12-18 11:30:38 main:581] : INFO : Epoch 709 | loss: 0.0308175 | val_loss: 0.0309086 | Time: 1392.78 ms [2020-12-18 11:30:40 main:581] : INFO : Epoch 710 | loss: 0.0308704 | val_loss: 0.0309458 | Time: 1425.53 ms [2020-12-18 11:30:41 main:581] : INFO : Epoch 711 | loss: 0.0308882 | val_loss: 0.0309234 | Time: 1413.98 ms [2020-12-18 11:30:43 main:581] : INFO : Epoch 712 | loss: 0.0308658 | val_loss: 0.0309144 | Time: 1401.54 ms [2020-12-18 11:30:44 main:581] : INFO : Epoch 713 | loss: 0.0308645 | val_loss: 0.0309133 | Time: 1398.64 ms [2020-12-18 11:30:46 main:581] : INFO : Epoch 714 | loss: 0.0308621 | val_loss: 0.0309043 | Time: 1428.58 ms [2020-12-18 11:30:47 main:581] : INFO : Epoch 715 | loss: 0.0308424 | val_loss: 0.0308972 | Time: 1407.98 ms [2020-12-18 11:30:48 main:581] : INFO : Epoch 716 | loss: 0.0308311 | val_loss: 0.0308976 | Time: 1407.25 ms [2020-12-18 11:30:50 main:581] : INFO : Epoch 717 | loss: 0.030813 | val_loss: 0.0309015 | Time: 1397.13 ms [2020-12-18 11:30:51 main:581] : INFO : Epoch 718 | loss: 0.0308093 | val_loss: 0.030895 | Time: 1398.98 ms [2020-12-18 11:30:53 main:581] : INFO : Epoch 719 | loss: 0.0308099 | val_loss: 0.0308979 | Time: 1392.17 ms [2020-12-18 11:30:54 main:581] : INFO : Epoch 720 | loss: 0.0308088 | val_loss: 0.0308929 | Time: 1377.75 ms [2020-12-18 11:30:55 main:581] : INFO : Epoch 721 | loss: 0.0308059 | val_loss: 0.0309055 | Time: 1409.78 ms [2020-12-18 11:30:57 main:581] : INFO : Epoch 722 | loss: 0.0307948 | val_loss: 0.0309188 | Time: 1412.61 ms [2020-12-18 11:30:58 main:581] : INFO : Epoch 723 | loss: 0.0307954 | val_loss: 0.0309089 | Time: 1429.27 ms [2020-12-18 11:31:00 main:581] : INFO : Epoch 724 | loss: 0.0307961 | val_loss: 0.0309132 | Time: 1435.58 ms [2020-12-18 11:31:01 main:581] : INFO : Epoch 725 | loss: 0.0307878 | val_loss: 0.0308982 | Time: 1431.58 ms [2020-12-18 11:31:03 main:581] : INFO : Epoch 726 | loss: 0.0307881 | val_loss: 0.0309086 | Time: 1464.85 ms [2020-12-18 11:31:04 main:581] : INFO : Epoch 727 | loss: 0.0307887 | val_loss: 0.0309121 | Time: 1444.69 ms [2020-12-18 11:31:05 main:581] : INFO : Epoch 728 | loss: 0.0307924 | val_loss: 0.0309125 | Time: 1463.11 ms [2020-12-18 11:31:07 main:581] : INFO : Epoch 729 | loss: 0.0307904 | val_loss: 0.0309081 | Time: 1457.02 ms [2020-12-18 11:31:08 main:581] : INFO : Epoch 730 | loss: 0.0307887 | val_loss: 0.030902 | Time: 1429.93 ms [2020-12-18 11:31:10 main:581] : INFO : Epoch 731 | loss: 0.0307823 | val_loss: 0.0309084 | Time: 1444.48 ms [2020-12-18 11:31:11 main:581] : INFO : Epoch 732 | loss: 0.030777 | val_loss: 0.0309016 | Time: 1406.36 ms [2020-12-18 11:31:13 main:581] : INFO : Epoch 733 | loss: 0.0307861 | val_loss: 0.0309101 | Time: 1481.33 ms [2020-12-18 11:31:14 main:581] : INFO : Epoch 734 | loss: 0.0307849 | val_loss: 0.0309102 | Time: 1421.97 ms [2020-12-18 11:31:15 main:581] : INFO : Epoch 735 | loss: 0.0307897 | val_loss: 0.0308858 | Time: 1429.49 ms [2020-12-18 11:31:17 main:581] : INFO : Epoch 736 | loss: 0.0308039 | val_loss: 0.030897 | Time: 1411.04 ms [2020-12-18 11:31:18 main:581] : INFO : Epoch 737 | loss: 0.0307901 | val_loss: 0.0308971 | Time: 1414.14 ms [2020-12-18 11:31:20 main:581] : INFO : Epoch 738 | loss: 0.0307848 | val_loss: 0.0308946 | Time: 1450.7 ms [2020-12-18 11:31:21 main:581] : INFO : Epoch 739 | loss: 0.0307713 | val_loss: 0.0309092 | Time: 1428.12 ms [2020-12-18 11:31:23 main:581] : INFO : Epoch 740 | loss: 0.0307766 | val_loss: 0.0308938 | Time: 1442.24 ms [2020-12-18 11:31:24 main:581] : INFO : Epoch 741 | loss: 0.0307843 | val_loss: 0.0309245 | Time: 1436.67 ms [2020-12-18 11:31:26 main:581] : INFO : Epoch 742 | loss: 0.0307758 | val_loss: 0.0309113 | Time: 1436.55 ms [2020-12-18 11:31:27 main:581] : INFO : Epoch 743 | loss: 0.0307828 | val_loss: 0.0309083 | Time: 1425.72 ms [2020-12-18 11:31:28 main:581] : INFO : Epoch 744 | loss: 0.030776 | val_loss: 0.03091 | Time: 1400.81 ms [2020-12-18 11:31:30 main:581] : INFO : Epoch 745 | loss: 0.0307851 | val_loss: 0.0308991 | Time: 1403.58 ms [2020-12-18 11:31:31 main:581] : INFO : Epoch 746 | loss: 0.030775 | val_loss: 0.0309073 | Time: 1423.58 ms [2020-12-18 11:31:33 main:581] : INFO : Epoch 747 | loss: 0.0307687 | val_loss: 0.0309116 | Time: 1412.49 ms [2020-12-18 11:31:34 main:581] : INFO : Epoch 748 | loss: 0.0307751 | val_loss: 0.0308986 | Time: 1399.67 ms [2020-12-18 11:31:35 main:581] : INFO : Epoch 749 | loss: 0.030787 | val_loss: 0.0309107 | Time: 1394 ms [2020-12-18 11:31:37 main:581] : INFO : Epoch 750 | loss: 0.0307769 | val_loss: 0.0309283 | Time: 1399.54 ms [2020-12-18 11:31:38 main:581] : INFO : Epoch 751 | loss: 0.0308126 | val_loss: 0.0309308 | Time: 1399.63 ms [2020-12-18 11:31:40 main:581] : INFO : Epoch 752 | loss: 0.0307907 | val_loss: 0.0309278 | Time: 1401.75 ms [2020-12-18 11:31:41 main:581] : INFO : Epoch 753 | loss: 0.0307966 | val_loss: 0.0309116 | Time: 1392.22 ms [2020-12-18 11:31:42 main:581] : INFO : Epoch 754 | loss: 0.0307766 | val_loss: 0.0309273 | Time: 1413.05 ms [2020-12-18 11:31:44 main:581] : INFO : Epoch 755 | loss: 0.0307743 | val_loss: 0.0309017 | Time: 1400.8 ms [2020-12-18 11:31:45 main:581] : INFO : Epoch 756 | loss: 0.0307692 | val_loss: 0.030923 | Time: 1417.29 ms [2020-12-18 11:31:47 main:581] : INFO : Epoch 757 | loss: 0.0307642 | val_loss: 0.0309241 | Time: 1430.64 ms [2020-12-18 11:31:48 main:581] : INFO : Epoch 758 | loss: 0.0307687 | val_loss: 0.030911 | Time: 1393.8 ms [2020-12-18 11:31:49 main:581] : INFO : Epoch 759 | loss: 0.0307736 | val_loss: 0.0309306 | Time: 1399.58 ms [2020-12-18 11:31:51 main:581] : INFO : Epoch 760 | loss: 0.0307699 | val_loss: 0.0309154 | Time: 1450.83 ms [2020-12-18 11:31:52 main:581] : INFO : Epoch 761 | loss: 0.0307831 | val_loss: 0.0309033 | Time: 1412.29 ms [2020-12-18 11:31:54 main:581] : INFO : Epoch 762 | loss: 0.0307893 | val_loss: 0.0309309 | Time: 1410.89 ms [2020-12-18 11:31:55 main:581] : INFO : Epoch 763 | loss: 0.0308241 | val_loss: 0.0308905 | Time: 1412.54 ms [2020-12-18 11:31:56 main:581] : INFO : Epoch 764 | loss: 0.0308334 | val_loss: 0.030897 | Time: 1382.84 ms [2020-12-18 11:31:58 main:581] : INFO : Epoch 765 | loss: 0.0307968 | val_loss: 0.0309047 | Time: 1379.44 ms [2020-12-18 11:31:59 main:581] : INFO : Epoch 766 | loss: 0.030799 | val_loss: 0.0309118 | Time: 1421.79 ms [2020-12-18 11:32:01 main:581] : INFO : Epoch 767 | loss: 0.030787 | val_loss: 0.0309101 | Time: 1418.56 ms [2020-12-18 11:32:02 main:581] : INFO : Epoch 768 | loss: 0.0307785 | val_loss: 0.0308978 | Time: 1446.49 ms [2020-12-18 11:32:04 main:581] : INFO : Epoch 769 | loss: 0.0307748 | val_loss: 0.0308895 | Time: 1418.12 ms [2020-12-18 11:32:05 main:581] : INFO : Epoch 770 | loss: 0.0307666 | val_loss: 0.0308957 | Time: 1425.98 ms [2020-12-18 11:32:06 main:581] : INFO : Epoch 771 | loss: 0.0307658 | val_loss: 0.0308958 | Time: 1426.27 ms [2020-12-18 11:32:08 main:581] : INFO : Epoch 772 | loss: 0.0307625 | val_loss: 0.0308932 | Time: 1407.92 ms [2020-12-18 11:32:09 main:581] : INFO : Epoch 773 | loss: 0.0307689 | val_loss: 0.0309236 | Time: 1425.36 ms [2020-12-18 11:32:11 main:581] : INFO : Epoch 774 | loss: 0.0308249 | val_loss: 0.0309084 | Time: 1398.07 ms [2020-12-18 11:32:12 main:581] : INFO : Epoch 775 | loss: 0.0308131 | val_loss: 0.0309033 | Time: 1391.04 ms [2020-12-18 11:32:13 main:581] : INFO : Epoch 776 | loss: 0.0308131 | val_loss: 0.0308963 | Time: 1410.68 ms [2020-12-18 11:32:15 main:581] : INFO : Epoch 777 | loss: 0.0307978 | val_loss: 0.030907 | Time: 1388.94 ms [2020-12-18 11:32:16 main:581] : INFO : Epoch 778 | loss: 0.0307871 | val_loss: 0.0308992 | Time: 1378.57 ms [2020-12-18 11:32:18 main:581] : INFO : Epoch 779 | loss: 0.0307864 | val_loss: 0.0309029 | Time: 1409.53 ms [2020-12-18 11:32:19 main:581] : INFO : Epoch 780 | loss: 0.0307783 | val_loss: 0.030914 | Time: 1378.15 ms [2020-12-18 11:32:20 main:581] : INFO : Epoch 781 | loss: 0.0307873 | val_loss: 0.0309127 | Time: 1391.6 ms [2020-12-18 11:32:22 main:581] : INFO : Epoch 782 | loss: 0.0307841 | val_loss: 0.0309004 | Time: 1383.62 ms [2020-12-18 11:32:23 main:581] : INFO : Epoch 783 | loss: 0.0307825 | val_loss: 0.0309207 | Time: 1401.73 ms [2020-12-18 11:32:25 main:581] : INFO : Epoch 784 | loss: 0.0307787 | val_loss: 0.0308901 | Time: 1405.07 ms [2020-12-18 11:32:26 main:581] : INFO : Epoch 785 | loss: 0.0307787 | val_loss: 0.0309162 | Time: 1431.56 ms [2020-12-18 11:32:27 main:581] : INFO : Epoch 786 | loss: 0.0307756 | val_loss: 0.0309187 | Time: 1441.71 ms [2020-12-18 11:32:29 main:581] : INFO : Epoch 787 | loss: 0.0307727 | val_loss: 0.0309155 | Time: 1420.59 ms [2020-12-18 11:32:30 main:581] : INFO : Epoch 788 | loss: 0.0307689 | val_loss: 0.0309146 | Time: 1427.09 ms [2020-12-18 11:32:32 main:581] : INFO : Epoch 789 | loss: 0.0307689 | val_loss: 0.0309043 | Time: 1424.69 ms [2020-12-18 11:32:33 main:581] : INFO : Epoch 790 | loss: 0.0307705 | val_loss: 0.0309159 | Time: 1410.44 ms [2020-12-18 11:32:35 main:581] : INFO : Epoch 791 | loss: 0.0307693 | val_loss: 0.0308847 | Time: 1424.28 ms [2020-12-18 11:32:36 main:581] : INFO : Epoch 792 | loss: 0.0307601 | val_loss: 0.030896 | Time: 1400.13 ms [2020-12-18 11:32:37 main:581] : INFO : Epoch 793 | loss: 0.030757 | val_loss: 0.0309083 | Time: 1446.86 ms [2020-12-18 11:32:39 main:581] : INFO : Epoch 794 | loss: 0.0307503 | val_loss: 0.0308991 | Time: 1390.06 ms [2020-12-18 11:32:40 main:581] : INFO : Epoch 795 | loss: 0.0307503 | val_loss: 0.0308955 | Time: 1413.64 ms [2020-12-18 11:32:42 main:581] : INFO : Epoch 796 | loss: 0.0308133 | val_loss: 0.0308922 | Time: 1435.77 ms [2020-12-18 11:32:43 main:581] : INFO : Epoch 797 | loss: 0.030792 | val_loss: 0.0308828 | Time: 1391.48 ms [2020-12-18 11:32:44 main:581] : INFO : Epoch 798 | loss: 0.0307758 | val_loss: 0.0308826 | Time: 1417.31 ms [2020-12-18 11:32:46 main:581] : INFO : Epoch 799 | loss: 0.0307616 | val_loss: 0.0308954 | Time: 1403.92 ms [2020-12-18 11:32:47 main:581] : INFO : Epoch 800 | loss: 0.03077 | val_loss: 0.0309019 | Time: 1390.87 ms [2020-12-18 11:32:49 main:581] : INFO : Epoch 801 | loss: 0.0307568 | val_loss: 0.0308976 | Time: 1396.06 ms [2020-12-18 11:32:50 main:581] : INFO : Epoch 802 | loss: 0.0307702 | val_loss: 0.030894 | Time: 1396.62 ms [2020-12-18 11:32:51 main:581] : INFO : Epoch 803 | loss: 0.0307627 | val_loss: 0.030905 | Time: 1400.36 ms [2020-12-18 11:32:53 main:581] : INFO : Epoch 804 | loss: 0.0307585 | val_loss: 0.0308781 | Time: 1409.54 ms [2020-12-18 11:32:54 main:581] : INFO : Epoch 805 | loss: 0.0307614 | val_loss: 0.0308908 | Time: 1451.6 ms [2020-12-18 11:32:56 main:581] : INFO : Epoch 806 | loss: 0.0307458 | val_loss: 0.0308909 | Time: 1415.89 ms [2020-12-18 11:32:57 main:581] : INFO : Epoch 807 | loss: 0.0307438 | val_loss: 0.0308908 | Time: 1400.92 ms [2020-12-18 11:32:59 main:581] : INFO : Epoch 808 | loss: 0.0307579 | val_loss: 0.0308969 | Time: 1435.6 ms [2020-12-18 11:33:00 main:581] : INFO : Epoch 809 | loss: 0.0307521 | val_loss: 0.0308892 | Time: 1436.69 ms [2020-12-18 11:33:01 main:581] : INFO : Epoch 810 | loss: 0.0307436 | val_loss: 0.0308987 | Time: 1409.89 ms [2020-12-18 11:33:03 main:581] : INFO : Epoch 811 | loss: 0.0307532 | val_loss: 0.0308954 | Time: 1425.6 ms [2020-12-18 11:33:04 main:581] : INFO : Epoch 812 | loss: 0.0307538 | val_loss: 0.0309022 | Time: 1441.91 ms [2020-12-18 11:33:06 main:581] : INFO : Epoch 813 | loss: 0.0307512 | val_loss: 0.0309086 | Time: 1416.86 ms [2020-12-18 11:33:07 main:581] : INFO : Epoch 814 | loss: 0.0307472 | val_loss: 0.0309209 | Time: 1391.56 ms [2020-12-18 11:33:09 main:581] : INFO : Epoch 815 | loss: 0.0307509 | val_loss: 0.0309131 | Time: 1407.14 ms [2020-12-18 11:33:10 main:581] : INFO : Epoch 816 | loss: 0.0307467 | val_loss: 0.0309056 | Time: 1446.95 ms [2020-12-18 11:33:11 main:581] : INFO : Epoch 817 | loss: 0.0307391 | val_loss: 0.0309061 | Time: 1416.12 ms [2020-12-18 11:33:13 main:581] : INFO : Epoch 818 | loss: 0.0307427 | val_loss: 0.0309012 | Time: 1382.48 ms [2020-12-18 11:33:14 main:581] : INFO : Epoch 819 | loss: 0.0307397 | val_loss: 0.0309248 | Time: 1442.57 ms [2020-12-18 11:33:16 main:581] : INFO : Epoch 820 | loss: 0.03075 | val_loss: 0.0309186 | Time: 1410.9 ms [2020-12-18 11:33:17 main:581] : INFO : Epoch 821 | loss: 0.0307415 | val_loss: 0.0309253 | Time: 1432.64 ms [2020-12-18 11:33:18 main:581] : INFO : Epoch 822 | loss: 0.0307398 | val_loss: 0.0309125 | Time: 1456.88 ms [2020-12-18 11:33:20 main:581] : INFO : Epoch 823 | loss: 0.030739 | val_loss: 0.0309164 | Time: 1456.01 ms [2020-12-18 11:33:21 main:581] : INFO : Epoch 824 | loss: 0.0307383 | val_loss: 0.0309031 | Time: 1422.79 ms [2020-12-18 11:33:23 main:581] : INFO : Epoch 825 | loss: 0.0307358 | val_loss: 0.0309034 | Time: 1422.67 ms [2020-12-18 11:33:24 main:581] : INFO : Epoch 826 | loss: 0.030736 | val_loss: 0.0309167 | Time: 1446.7 ms [2020-12-18 11:33:26 main:581] : INFO : Epoch 827 | loss: 0.0307358 | val_loss: 0.0309086 | Time: 1414.05 ms [2020-12-18 11:33:27 main:581] : INFO : Epoch 828 | loss: 0.0307326 | val_loss: 0.0309117 | Time: 1420.8 ms [2020-12-18 11:33:29 main:581] : INFO : Epoch 829 | loss: 0.0307357 | val_loss: 0.0309308 | Time: 1436.21 ms [2020-12-18 11:33:30 main:581] : INFO : Epoch 830 | loss: 0.0307438 | val_loss: 0.0309097 | Time: 1454.11 ms [2020-12-18 11:33:31 main:581] : INFO : Epoch 831 | loss: 0.0307471 | val_loss: 0.0308952 | Time: 1460.49 ms [2020-12-18 11:33:33 main:581] : INFO : Epoch 832 | loss: 0.0307414 | val_loss: 0.030919 | Time: 1431.41 ms [2020-12-18 11:33:34 main:581] : INFO : Epoch 833 | loss: 0.0307324 | val_loss: 0.0309143 | Time: 1407.76 ms [2020-12-18 11:33:36 main:581] : INFO : Epoch 834 | loss: 0.0307351 | val_loss: 0.0309147 | Time: 1437.37 ms [2020-12-18 11:33:37 main:581] : INFO : Epoch 835 | loss: 0.0307369 | val_loss: 0.0309198 | Time: 1424.19 ms [2020-12-18 11:33:39 main:581] : INFO : Epoch 836 | loss: 0.0307419 | val_loss: 0.0309238 | Time: 1445.24 ms [2020-12-18 11:33:40 main:581] : INFO : Epoch 837 | loss: 0.0307533 | val_loss: 0.030925 | Time: 1429.44 ms [2020-12-18 11:33:41 main:581] : INFO : Epoch 838 | loss: 0.0307531 | val_loss: 0.0309326 | Time: 1407.4 ms [2020-12-18 11:33:43 main:581] : INFO : Epoch 839 | loss: 0.0307393 | val_loss: 0.0309127 | Time: 1409.29 ms [2020-12-18 11:33:44 main:581] : INFO : Epoch 840 | loss: 0.030745 | val_loss: 0.0309015 | Time: 1416.04 ms [2020-12-18 11:33:46 main:581] : INFO : Epoch 841 | loss: 0.0307372 | val_loss: 0.0309124 | Time: 1394.01 ms [2020-12-18 11:33:47 main:581] : INFO : Epoch 842 | loss: 0.0307326 | val_loss: 0.0309117 | Time: 1393.73 ms [2020-12-18 11:33:48 main:581] : INFO : Epoch 843 | loss: 0.0307339 | val_loss: 0.0309166 | Time: 1392.64 ms [2020-12-18 11:33:50 main:581] : INFO : Epoch 844 | loss: 0.030731 | val_loss: 0.0309261 | Time: 1385.02 ms [2020-12-18 11:33:51 main:581] : INFO : Epoch 845 | loss: 0.0307524 | val_loss: 0.0309233 | Time: 1386.8 ms [2020-12-18 11:33:53 main:581] : INFO : Epoch 846 | loss: 0.0307692 | val_loss: 0.0309163 | Time: 1386.94 ms [2020-12-18 11:33:54 main:581] : INFO : Epoch 847 | loss: 0.030768 | val_loss: 0.0308996 | Time: 1400.43 ms [2020-12-18 11:33:55 main:581] : INFO : Epoch 848 | loss: 0.0307582 | val_loss: 0.0309036 | Time: 1440.18 ms [2020-12-18 11:33:57 main:581] : INFO : Epoch 849 | loss: 0.0307623 | val_loss: 0.0309172 | Time: 1431.5 ms [2020-12-18 11:33:58 main:581] : INFO : Epoch 850 | loss: 0.0307682 | val_loss: 0.0309065 | Time: 1403.46 ms [2020-12-18 11:34:00 main:581] : INFO : Epoch 851 | loss: 0.0307545 | val_loss: 0.0308858 | Time: 1434.68 ms [2020-12-18 11:34:01 main:581] : INFO : Epoch 852 | loss: 0.0307449 | val_loss: 0.0308878 | Time: 1413.41 ms [2020-12-18 11:34:03 main:581] : INFO : Epoch 853 | loss: 0.0307359 | val_loss: 0.0309 | Time: 1403.06 ms [2020-12-18 11:34:04 main:581] : INFO : Epoch 854 | loss: 0.0307393 | val_loss: 0.0309205 | Time: 1408.15 ms [2020-12-18 11:34:05 main:581] : INFO : Epoch 855 | loss: 0.0307453 | val_loss: 0.0309113 | Time: 1446.62 ms [2020-12-18 11:34:07 main:581] : INFO : Epoch 856 | loss: 0.030747 | val_loss: 0.0309146 | Time: 1443 ms [2020-12-18 11:34:08 main:581] : INFO : Epoch 857 | loss: 0.0307477 | val_loss: 0.030884 | Time: 1439.79 ms [2020-12-18 11:34:10 main:581] : INFO : Epoch 858 | loss: 0.0307411 | val_loss: 0.030906 | Time: 1403.72 ms [2020-12-18 11:34:11 main:581] : INFO : Epoch 859 | loss: 0.0307423 | val_loss: 0.0309247 | Time: 1445.01 ms [2020-12-18 11:34:12 main:581] : INFO : Epoch 860 | loss: 0.0307453 | val_loss: 0.0309184 | Time: 1395.04 ms [2020-12-18 11:34:14 main:581] : INFO : Epoch 861 | loss: 0.0307458 | val_loss: 0.0309116 | Time: 1409.59 ms [2020-12-18 11:34:15 main:581] : INFO : Epoch 862 | loss: 0.0307454 | val_loss: 0.0309172 | Time: 1393.47 ms [2020-12-18 11:34:17 main:581] : INFO : Epoch 863 | loss: 0.0307479 | val_loss: 0.0309272 | Time: 1405.96 ms [2020-12-18 11:34:18 main:581] : INFO : Epoch 864 | loss: 0.0307611 | val_loss: 0.0309041 | Time: 1411.97 ms [2020-12-18 11:34:20 main:581] : INFO : Epoch 865 | loss: 0.0307842 | val_loss: 0.0308968 | Time: 1418.96 ms [2020-12-18 11:34:21 main:581] : INFO : Epoch 866 | loss: 0.03077 | val_loss: 0.0309364 | Time: 1422.49 ms [2020-12-18 11:34:22 main:581] : INFO : Epoch 867 | loss: 0.0308036 | val_loss: 0.030903 | Time: 1409.18 ms [2020-12-18 11:34:24 main:581] : INFO : Epoch 868 | loss: 0.0307812 | val_loss: 0.0308969 | Time: 1424.24 ms [2020-12-18 11:34:25 main:581] : INFO : Epoch 869 | loss: 0.0307756 | val_loss: 0.0308943 | Time: 1431.87 ms [2020-12-18 11:34:27 main:581] : INFO : Epoch 870 | loss: 0.0307628 | val_loss: 0.0308872 | Time: 1436.83 ms [2020-12-18 11:34:28 main:581] : INFO : Epoch 871 | loss: 0.0307526 | val_loss: 0.0308868 | Time: 1405.69 ms [2020-12-18 11:34:29 main:581] : INFO : Epoch 872 | loss: 0.0307462 | val_loss: 0.0309171 | Time: 1430.74 ms [2020-12-18 11:34:31 main:581] : INFO : Epoch 873 | loss: 0.0307355 | val_loss: 0.0309029 | Time: 1406.84 ms [2020-12-18 11:34:32 main:581] : INFO : Epoch 874 | loss: 0.0307376 | val_loss: 0.0309177 | Time: 1411.72 ms [2020-12-18 11:34:34 main:581] : INFO : Epoch 875 | loss: 0.0307867 | val_loss: 0.0308919 | Time: 1427.62 ms [2020-12-18 11:34:35 main:581] : INFO : Epoch 876 | loss: 0.0307698 | val_loss: 0.0309118 | Time: 1419.41 ms [2020-12-18 11:34:37 main:581] : INFO : Epoch 877 | loss: 0.0307546 | val_loss: 0.030909 | Time: 1431.09 ms [2020-12-18 11:34:38 main:581] : INFO : Epoch 878 | loss: 0.0307494 | val_loss: 0.0308909 | Time: 1429.29 ms [2020-12-18 11:34:39 main:581] : INFO : Epoch 879 | loss: 0.0307422 | val_loss: 0.0309168 | Time: 1397.64 ms [2020-12-18 11:34:41 main:581] : INFO : Epoch 880 | loss: 0.0307408 | val_loss: 0.0309124 | Time: 1392.77 ms [2020-12-18 11:34:42 main:581] : INFO : Epoch 881 | loss: 0.0307546 | val_loss: 0.030902 | Time: 1424.72 ms [2020-12-18 11:34:44 main:581] : INFO : Epoch 882 | loss: 0.0307604 | val_loss: 0.0309025 | Time: 1410.52 ms [2020-12-18 11:34:45 main:581] : INFO : Epoch 883 | loss: 0.0307488 | val_loss: 0.0308961 | Time: 1400.12 ms [2020-12-18 11:34:46 main:581] : INFO : Epoch 884 | loss: 0.0307373 | val_loss: 0.0309169 | Time: 1420.69 ms [2020-12-18 11:34:48 main:581] : INFO : Epoch 885 | loss: 0.0307352 | val_loss: 0.0309189 | Time: 1419.99 ms [2020-12-18 11:34:49 main:581] : INFO : Epoch 886 | loss: 0.0307349 | val_loss: 0.0309154 | Time: 1445.47 ms [2020-12-18 11:34:51 main:581] : INFO : Epoch 887 | loss: 0.0307349 | val_loss: 0.0309051 | Time: 1412.76 ms [2020-12-18 11:34:52 main:581] : INFO : Epoch 888 | loss: 0.0307461 | val_loss: 0.0309044 | Time: 1409.56 ms [2020-12-18 11:34:54 main:581] : INFO : Epoch 889 | loss: 0.0307545 | val_loss: 0.0309165 | Time: 1403.68 ms [2020-12-18 11:34:55 main:581] : INFO : Epoch 890 | loss: 0.0307528 | val_loss: 0.030931 | Time: 1418.71 ms [2020-12-18 11:34:56 main:581] : INFO : Epoch 891 | loss: 0.0307483 | val_loss: 0.0309061 | Time: 1414.49 ms [2020-12-18 11:34:58 main:581] : INFO : Epoch 892 | loss: 0.0307879 | val_loss: 0.0309057 | Time: 1401.66 ms [2020-12-18 11:34:59 main:581] : INFO : Epoch 893 | loss: 0.0307709 | val_loss: 0.0309151 | Time: 1388.67 ms [2020-12-18 11:35:01 main:581] : INFO : Epoch 894 | loss: 0.0307506 | val_loss: 0.0309074 | Time: 1426.83 ms [2020-12-18 11:35:02 main:581] : INFO : Epoch 895 | loss: 0.0307434 | val_loss: 0.030912 | Time: 1424.18 ms [2020-12-18 11:35:03 main:581] : INFO : Epoch 896 | loss: 0.0307369 | val_loss: 0.0308994 | Time: 1434.22 ms [2020-12-18 11:35:05 main:581] : INFO : Epoch 897 | loss: 0.0307325 | val_loss: 0.030927 | Time: 1404.87 ms [2020-12-18 11:35:06 main:581] : INFO : Epoch 898 | loss: 0.0307322 | val_loss: 0.0309226 | Time: 1388.2 ms [2020-12-18 11:35:08 main:581] : INFO : Epoch 899 | loss: 0.0307291 | val_loss: 0.0309064 | Time: 1424.67 ms [2020-12-18 11:35:09 main:581] : INFO : Epoch 900 | loss: 0.0307355 | val_loss: 0.0308988 | Time: 1418.9 ms [2020-12-18 11:35:11 main:581] : INFO : Epoch 901 | loss: 0.0307323 | val_loss: 0.030911 | Time: 1408.52 ms [2020-12-18 11:35:12 main:581] : INFO : Epoch 902 | loss: 0.0307372 | val_loss: 0.0308969 | Time: 1392.26 ms [2020-12-18 11:35:13 main:581] : INFO : Epoch 903 | loss: 0.0307298 | val_loss: 0.030922 | Time: 1399.33 ms [2020-12-18 11:35:15 main:581] : INFO : Epoch 904 | loss: 0.0307286 | val_loss: 0.0309115 | Time: 1383.24 ms [2020-12-18 11:35:16 main:581] : INFO : Epoch 905 | loss: 0.0307242 | val_loss: 0.0309042 | Time: 1422.67 ms [2020-12-18 11:35:18 main:581] : INFO : Epoch 906 | loss: 0.0307336 | val_loss: 0.030926 | Time: 1405.82 ms [2020-12-18 11:35:19 main:581] : INFO : Epoch 907 | loss: 0.0307308 | val_loss: 0.030911 | Time: 1382.19 ms [2020-12-18 11:35:20 main:581] : INFO : Epoch 908 | loss: 0.030753 | val_loss: 0.0309058 | Time: 1395.45 ms [2020-12-18 11:35:22 main:581] : INFO : Epoch 909 | loss: 0.0307454 | val_loss: 0.0309112 | Time: 1382.67 ms [2020-12-18 11:35:23 main:581] : INFO : Epoch 910 | loss: 0.0307462 | val_loss: 0.0309102 | Time: 1415.26 ms [2020-12-18 11:35:25 main:581] : INFO : Epoch 911 | loss: 0.0307337 | val_loss: 0.0309019 | Time: 1409.69 ms [2020-12-18 11:35:26 main:581] : INFO : Epoch 912 | loss: 0.0307284 | val_loss: 0.0309152 | Time: 1382.5 ms [2020-12-18 11:35:27 main:581] : INFO : Epoch 913 | loss: 0.0307313 | val_loss: 0.0309189 | Time: 1400.26 ms [2020-12-18 11:35:29 main:581] : INFO : Epoch 914 | loss: 0.0307264 | val_loss: 0.0309106 | Time: 1417.79 ms [2020-12-18 11:35:30 main:581] : INFO : Epoch 915 | loss: 0.0307228 | val_loss: 0.0309301 | Time: 1416.36 ms [2020-12-18 11:35:32 main:581] : INFO : Epoch 916 | loss: 0.0307318 | val_loss: 0.0309278 | Time: 1413.42 ms [2020-12-18 11:35:33 main:581] : INFO : Epoch 917 | loss: 0.0307393 | val_loss: 0.030915 | Time: 1408.49 ms [2020-12-18 11:35:34 main:581] : INFO : Epoch 918 | loss: 0.0307905 | val_loss: 0.0309179 | Time: 1443.78 ms [2020-12-18 11:35:36 main:581] : INFO : Epoch 919 | loss: 0.0307979 | val_loss: 0.0309121 | Time: 1439.99 ms [2020-12-18 11:35:37 main:581] : INFO : Epoch 920 | loss: 0.0307512 | val_loss: 0.0309151 | Time: 1443.47 ms [2020-12-18 11:35:39 main:581] : INFO : Epoch 921 | loss: 0.0307354 | val_loss: 0.0308983 | Time: 1423.16 ms [2020-12-18 11:35:40 main:581] : INFO : Epoch 922 | loss: 0.030731 | val_loss: 0.0309107 | Time: 1436.83 ms [2020-12-18 11:35:42 main:581] : INFO : Epoch 923 | loss: 0.0307274 | val_loss: 0.0309048 | Time: 1407.19 ms [2020-12-18 11:35:43 main:581] : INFO : Epoch 924 | loss: 0.0307236 | val_loss: 0.030911 | Time: 1431.21 ms [2020-12-18 11:35:44 main:581] : INFO : Epoch 925 | loss: 0.0307282 | val_loss: 0.0309085 | Time: 1400.22 ms [2020-12-18 11:35:46 main:581] : INFO : Epoch 926 | loss: 0.030719 | val_loss: 0.0309173 | Time: 1405.2 ms [2020-12-18 11:35:47 main:581] : INFO : Epoch 927 | loss: 0.0307161 | val_loss: 0.0309062 | Time: 1420.11 ms [2020-12-18 11:35:49 main:581] : INFO : Epoch 928 | loss: 0.0307222 | val_loss: 0.0309473 | Time: 1421.69 ms [2020-12-18 11:35:50 main:581] : INFO : Epoch 929 | loss: 0.0307178 | val_loss: 0.0309145 | Time: 1418.29 ms [2020-12-18 11:35:51 main:581] : INFO : Epoch 930 | loss: 0.030712 | val_loss: 0.0309197 | Time: 1421.75 ms [2020-12-18 11:35:53 main:581] : INFO : Epoch 931 | loss: 0.0307124 | val_loss: 0.0309413 | Time: 1406.41 ms [2020-12-18 11:35:54 main:581] : INFO : Epoch 932 | loss: 0.0307153 | val_loss: 0.0309615 | Time: 1405.58 ms [2020-12-18 11:35:56 main:581] : INFO : Epoch 933 | loss: 0.030718 | val_loss: 0.0309431 | Time: 1409.85 ms [2020-12-18 11:35:57 main:581] : INFO : Epoch 934 | loss: 0.0307163 | val_loss: 0.0309403 | Time: 1405.75 ms [2020-12-18 11:35:59 main:581] : INFO : Epoch 935 | loss: 0.0307099 | val_loss: 0.0309377 | Time: 1442.36 ms [2020-12-18 11:36:00 main:581] : INFO : Epoch 936 | loss: 0.0307064 | val_loss: 0.0309156 | Time: 1429.89 ms [2020-12-18 11:36:01 main:581] : INFO : Epoch 937 | loss: 0.0307079 | val_loss: 0.0309199 | Time: 1405.92 ms [2020-12-18 11:36:03 main:581] : INFO : Epoch 938 | loss: 0.0307209 | val_loss: 0.030913 | Time: 1428.1 ms [2020-12-18 11:36:04 main:581] : INFO : Epoch 939 | loss: 0.0307139 | val_loss: 0.030927 | Time: 1399.17 ms [2020-12-18 11:36:06 main:581] : INFO : Epoch 940 | loss: 0.0307155 | val_loss: 0.0309176 | Time: 1415.33 ms [2020-12-18 11:36:07 main:581] : INFO : Epoch 941 | loss: 0.0307176 | val_loss: 0.0309174 | Time: 1404.89 ms [2020-12-18 11:36:08 main:581] : INFO : Epoch 942 | loss: 0.0307217 | val_loss: 0.0309177 | Time: 1404.75 ms [2020-12-18 11:36:10 main:581] : INFO : Epoch 943 | loss: 0.0307192 | val_loss: 0.0309324 | Time: 1414.98 ms [2020-12-18 11:36:11 main:581] : INFO : Epoch 944 | loss: 0.0307177 | val_loss: 0.0309264 | Time: 1446.1 ms [2020-12-18 11:36:13 main:581] : INFO : Epoch 945 | loss: 0.0307266 | val_loss: 0.0309088 | Time: 1440.85 ms [2020-12-18 11:36:14 main:581] : INFO : Epoch 946 | loss: 0.0307319 | val_loss: 0.0309104 | Time: 1388.38 ms [2020-12-18 11:36:16 main:581] : INFO : Epoch 947 | loss: 0.0307269 | val_loss: 0.0309166 | Time: 1392.31 ms [2020-12-18 11:36:17 main:581] : INFO : Epoch 948 | loss: 0.0307308 | val_loss: 0.0309566 | Time: 1404.81 ms [2020-12-18 11:36:18 main:581] : INFO : Epoch 949 | loss: 0.030725 | val_loss: 0.0309369 | Time: 1408.05 ms [2020-12-18 11:36:20 main:581] : INFO : Epoch 950 | loss: 0.030727 | val_loss: 0.0309116 | Time: 1433.1 ms [2020-12-18 11:36:21 main:581] : INFO : Epoch 951 | loss: 0.0307318 | val_loss: 0.0309166 | Time: 1407.13 ms [2020-12-18 11:36:23 main:581] : INFO : Epoch 952 | loss: 0.0307213 | val_loss: 0.0309097 | Time: 1396.32 ms [2020-12-18 11:36:24 main:581] : INFO : Epoch 953 | loss: 0.0307313 | val_loss: 0.030963 | Time: 1455.07 ms [2020-12-18 11:36:25 main:581] : INFO : Epoch 954 | loss: 0.0309192 | val_loss: 0.0309677 | Time: 1436.32 ms [2020-12-18 11:36:27 main:581] : INFO : Epoch 955 | loss: 0.0309343 | val_loss: 0.0309484 | Time: 1440.82 ms [2020-12-18 11:36:28 main:581] : INFO : Epoch 956 | loss: 0.0308978 | val_loss: 0.0309211 | Time: 1438.91 ms [2020-12-18 11:36:30 main:581] : INFO : Epoch 957 | loss: 0.0308636 | val_loss: 0.0309159 | Time: 1436.58 ms [2020-12-18 11:36:31 main:581] : INFO : Epoch 958 | loss: 0.0308402 | val_loss: 0.0309244 | Time: 1400.21 ms [2020-12-18 11:36:33 main:581] : INFO : Epoch 959 | loss: 0.0308211 | val_loss: 0.0308948 | Time: 1404.24 ms [2020-12-18 11:36:34 main:581] : INFO : Epoch 960 | loss: 0.0308278 | val_loss: 0.0309019 | Time: 1422.48 ms [2020-12-18 11:36:35 main:581] : INFO : Epoch 961 | loss: 0.0308185 | val_loss: 0.0309052 | Time: 1428.23 ms [2020-12-18 11:36:37 main:581] : INFO : Epoch 962 | loss: 0.0307967 | val_loss: 0.0309011 | Time: 1414.24 ms [2020-12-18 11:36:38 main:581] : INFO : Epoch 963 | loss: 0.0307848 | val_loss: 0.0308932 | Time: 1383.31 ms [2020-12-18 11:36:40 main:581] : INFO : Epoch 964 | loss: 0.0307758 | val_loss: 0.0308884 | Time: 1384.47 ms [2020-12-18 11:36:41 main:581] : INFO : Epoch 965 | loss: 0.0307703 | val_loss: 0.0308777 | Time: 1409.86 ms [2020-12-18 11:36:42 main:581] : INFO : Epoch 966 | loss: 0.0307687 | val_loss: 0.0308924 | Time: 1436.17 ms [2020-12-18 11:36:44 main:581] : INFO : Epoch 967 | loss: 0.030762 | val_loss: 0.0308844 | Time: 1438.15 ms [2020-12-18 11:36:45 main:581] : INFO : Epoch 968 | loss: 0.030759 | val_loss: 0.0309073 | Time: 1401.13 ms [2020-12-18 11:36:47 main:581] : INFO : Epoch 969 | loss: 0.0307565 | val_loss: 0.0308817 | Time: 1414.63 ms [2020-12-18 11:36:48 main:581] : INFO : Epoch 970 | loss: 0.0307505 | val_loss: 0.0308842 | Time: 1439.41 ms [2020-12-18 11:36:50 main:581] : INFO : Epoch 971 | loss: 0.0307455 | val_loss: 0.0309143 | Time: 1402.57 ms [2020-12-18 11:36:51 main:581] : INFO : Epoch 972 | loss: 0.0307451 | val_loss: 0.0308953 | Time: 1420.21 ms [2020-12-18 11:36:52 main:581] : INFO : Epoch 973 | loss: 0.0307485 | val_loss: 0.030917 | Time: 1450.95 ms [2020-12-18 11:36:54 main:581] : INFO : Epoch 974 | loss: 0.030747 | val_loss: 0.0309115 | Time: 1431.27 ms [2020-12-18 11:36:55 main:581] : INFO : Epoch 975 | loss: 0.0307438 | val_loss: 0.0309071 | Time: 1416.23 ms [2020-12-18 11:36:57 main:581] : INFO : Epoch 976 | loss: 0.0307407 | val_loss: 0.0308996 | Time: 1413.81 ms [2020-12-18 11:36:58 main:581] : INFO : Epoch 977 | loss: 0.0307426 | val_loss: 0.030892 | Time: 1430.88 ms [2020-12-18 11:37:00 main:581] : INFO : Epoch 978 | loss: 0.0307368 | val_loss: 0.0309139 | Time: 1458.43 ms [2020-12-18 11:37:01 main:581] : INFO : Epoch 979 | loss: 0.0307527 | val_loss: 0.0308977 | Time: 1390.84 ms [2020-12-18 11:37:02 main:581] : INFO : Epoch 980 | loss: 0.0307564 | val_loss: 0.0309043 | Time: 1401.6 ms [2020-12-18 11:37:04 main:581] : INFO : Epoch 981 | loss: 0.0307458 | val_loss: 0.0308982 | Time: 1409.92 ms [2020-12-18 11:37:05 main:581] : INFO : Epoch 982 | loss: 0.0307488 | val_loss: 0.0308855 | Time: 1413.18 ms [2020-12-18 11:37:07 main:581] : INFO : Epoch 983 | loss: 0.0307435 | val_loss: 0.030899 | Time: 1399.02 ms [2020-12-18 11:37:08 main:581] : INFO : Epoch 984 | loss: 0.0307391 | val_loss: 0.0309125 | Time: 1396.87 ms [2020-12-18 11:37:09 main:581] : INFO : Epoch 985 | loss: 0.0307335 | val_loss: 0.0309036 | Time: 1398.87 ms [2020-12-18 11:37:11 main:581] : INFO : Epoch 986 | loss: 0.0307422 | val_loss: 0.0308995 | Time: 1404.51 ms [2020-12-18 11:37:12 main:581] : INFO : Epoch 987 | loss: 0.030744 | val_loss: 0.0308889 | Time: 1411.52 ms [2020-12-18 11:37:14 main:581] : INFO : Epoch 988 | loss: 0.0307528 | val_loss: 0.0309007 | Time: 1401.79 ms [2020-12-18 11:37:15 main:581] : INFO : Epoch 989 | loss: 0.030737 | val_loss: 0.0309052 | Time: 1408.1 ms [2020-12-18 11:37:16 main:581] : INFO : Epoch 990 | loss: 0.0307332 | val_loss: 0.0309057 | Time: 1395.89 ms [2020-12-18 11:37:18 main:581] : INFO : Epoch 991 | loss: 0.0307358 | val_loss: 0.0309203 | Time: 1420.72 ms [2020-12-18 11:37:19 main:581] : INFO : Epoch 992 | loss: 0.0307393 | val_loss: 0.0309002 | Time: 1422.77 ms [2020-12-18 11:37:21 main:581] : INFO : Epoch 993 | loss: 0.0307313 | val_loss: 0.0309073 | Time: 1395.96 ms [2020-12-18 11:37:22 main:581] : INFO : Epoch 994 | loss: 0.0307397 | val_loss: 0.0308991 | Time: 1419.65 ms [2020-12-18 11:37:23 main:581] : INFO : Epoch 995 | loss: 0.0307389 | val_loss: 0.0309137 | Time: 1409.31 ms [2020-12-18 11:37:25 main:581] : INFO : Epoch 996 | loss: 0.0307408 | val_loss: 0.0309031 | Time: 1406.54 ms [2020-12-18 11:37:26 main:581] : INFO : Epoch 997 | loss: 0.0307309 | val_loss: 0.0309113 | Time: 1413.83 ms [2020-12-18 11:37:28 main:581] : INFO : Epoch 998 | loss: 0.0307169 | val_loss: 0.0309318 | Time: 1420.51 ms [2020-12-18 11:37:29 main:581] : INFO : Epoch 999 | loss: 0.0307241 | val_loss: 0.0309 | Time: 1424 ms [2020-12-18 11:37:31 main:581] : INFO : Epoch 1000 | loss: 0.0307362 | val_loss: 0.0309093 | Time: 1430.47 ms [2020-12-18 11:37:32 main:581] : INFO : Epoch 1001 | loss: 0.0307724 | val_loss: 0.0308988 | Time: 1422.91 ms [2020-12-18 11:37:33 main:581] : INFO : Epoch 1002 | loss: 0.0307554 | val_loss: 0.0309213 | Time: 1421.91 ms [2020-12-18 11:37:35 main:581] : INFO : Epoch 1003 | loss: 0.0307542 | val_loss: 0.03089 | Time: 1424.24 ms [2020-12-18 11:37:36 main:581] : INFO : Epoch 1004 | loss: 0.0307581 | val_loss: 0.0309035 | Time: 1430.63 ms [2020-12-18 11:37:38 main:581] : INFO : Epoch 1005 | loss: 0.0307475 | val_loss: 0.0309017 | Time: 1407.92 ms [2020-12-18 11:37:39 main:581] : INFO : Epoch 1006 | loss: 0.0307364 | val_loss: 0.0308875 | Time: 1420.15 ms [2020-12-18 11:37:41 main:581] : INFO : Epoch 1007 | loss: 0.0308095 | val_loss: 0.0309448 | Time: 1426.55 ms [2020-12-18 11:37:42 main:581] : INFO : Epoch 1008 | loss: 0.0308587 | val_loss: 0.0309179 | Time: 1425.26 ms [2020-12-18 11:37:43 main:581] : INFO : Epoch 1009 | loss: 0.0308071 | val_loss: 0.0308905 | Time: 1432.68 ms [2020-12-18 11:37:45 main:581] : INFO : Epoch 1010 | loss: 0.0307725 | val_loss: 0.0308984 | Time: 1410.36 ms [2020-12-18 11:37:46 main:581] : INFO : Epoch 1011 | loss: 0.0307538 | val_loss: 0.0309024 | Time: 1383.29 ms [2020-12-18 11:37:48 main:581] : INFO : Epoch 1012 | loss: 0.0307473 | val_loss: 0.0308816 | Time: 1402.76 ms [2020-12-18 11:37:49 main:581] : INFO : Epoch 1013 | loss: 0.0307431 | val_loss: 0.0309062 | Time: 1381.63 ms [2020-12-18 11:37:50 main:581] : INFO : Epoch 1014 | loss: 0.0307331 | val_loss: 0.0308715 | Time: 1401.21 ms [2020-12-18 11:37:52 main:581] : INFO : Epoch 1015 | loss: 0.0307272 | val_loss: 0.0309046 | Time: 1416.91 ms [2020-12-18 11:37:53 main:581] : INFO : Epoch 1016 | loss: 0.0307242 | val_loss: 0.0308947 | Time: 1403.37 ms [2020-12-18 11:37:55 main:581] : INFO : Epoch 1017 | loss: 0.030739 | val_loss: 0.0308896 | Time: 1390.17 ms [2020-12-18 11:37:56 main:581] : INFO : Epoch 1018 | loss: 0.0307379 | val_loss: 0.0308906 | Time: 1412.02 ms [2020-12-18 11:37:57 main:581] : INFO : Epoch 1019 | loss: 0.0307485 | val_loss: 0.0308832 | Time: 1402.33 ms [2020-12-18 11:37:59 main:581] : INFO : Epoch 1020 | loss: 0.0307468 | val_loss: 0.0308823 | Time: 1392.47 ms [2020-12-18 11:38:00 main:581] : INFO : Epoch 1021 | loss: 0.0307373 | val_loss: 0.0308889 | Time: 1400.77 ms [2020-12-18 11:38:02 main:581] : INFO : Epoch 1022 | loss: 0.0307276 | val_loss: 0.0308872 | Time: 1405.33 ms [2020-12-18 11:38:03 main:581] : INFO : Epoch 1023 | loss: 0.0307202 | val_loss: 0.0308951 | Time: 1422.92 ms [2020-12-18 11:38:04 main:581] : INFO : Epoch 1024 | loss: 0.0307496 | val_loss: 0.0309196 | Time: 1405.85 ms [2020-12-18 11:38:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0309196 [2020-12-18 11:38:04 main:610] : INFO : Saving end state to config to file [2020-12-18 11:38:04 main:615] : INFO : Success, exiting.. 11:38:04 (3983515): 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)