Task 3369472
| Name | ParityModified-1606530630-4384-3_1 |
| Workunit | 1571902 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:48:21 UTC |
| Report deadline | 28 Dec 2020, 19:48:21 UTC |
| Received | 22 Dec 2020, 1:42:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5087 |
| Run time | 21 min 34 sec |
| CPU time | 20 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,379.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 514 | loss: 0.0311521 | val_loss: 0.0311757 | Time: 1235.92 ms [2020-12-22 02:29:13 main:574] : INFO : Epoch 515 | loss: 0.0311515 | val_loss: 0.0311724 | Time: 1266.71 ms [2020-12-22 02:29:14 main:574] : INFO : Epoch 516 | loss: 0.0311519 | val_loss: 0.0311755 | Time: 1244.93 ms [2020-12-22 02:29:16 main:574] : INFO : Epoch 517 | loss: 0.0311533 | val_loss: 0.0311806 | Time: 1241.71 ms [2020-12-22 02:29:17 main:574] : INFO : Epoch 518 | loss: 0.0311555 | val_loss: 0.0311776 | Time: 1241.85 ms [2020-12-22 02:29:18 main:574] : INFO : Epoch 519 | loss: 0.0311556 | val_loss: 0.0311769 | Time: 1269.61 ms [2020-12-22 02:29:19 main:574] : INFO : Epoch 520 | loss: 0.0311517 | val_loss: 0.0311766 | Time: 1230.63 ms [2020-12-22 02:29:21 main:574] : INFO : Epoch 521 | loss: 0.0311538 | val_loss: 0.0311755 | Time: 1238.69 ms [2020-12-22 02:29:22 main:574] : INFO : Epoch 522 | loss: 0.0311528 | val_loss: 0.0311752 | Time: 1233 ms [2020-12-22 02:29:23 main:574] : INFO : Epoch 523 | loss: 0.0311564 | val_loss: 0.03117 | Time: 1256.08 ms [2020-12-22 02:29:24 main:574] : INFO : Epoch 524 | loss: 0.0311533 | val_loss: 0.0311756 | Time: 1235.2 ms [2020-12-22 02:29:26 main:574] : INFO : Epoch 525 | loss: 0.0311498 | val_loss: 0.0311746 | Time: 1243.79 ms [2020-12-22 02:29:27 main:574] : INFO : Epoch 526 | loss: 0.031148 | val_loss: 0.0311759 | Time: 1245.62 ms [2020-12-22 02:29:28 main:574] : INFO : Epoch 527 | loss: 0.0311525 | val_loss: 0.0311747 | Time: 1266 ms [2020-12-22 02:29:29 main:574] : INFO : Epoch 528 | loss: 0.0311492 | val_loss: 0.0311733 | Time: 1233.89 ms [2020-12-22 02:29:31 main:574] : INFO : Epoch 529 | loss: 0.0311471 | val_loss: 0.0311776 | Time: 1248.97 ms [2020-12-22 02:29:32 main:574] : INFO : Epoch 530 | loss: 0.0311466 | val_loss: 0.0311786 | Time: 1228.42 ms [2020-12-22 02:29:33 main:574] : INFO : Epoch 531 | loss: 0.0311469 | val_loss: 0.0311752 | Time: 1265.85 ms [2020-12-22 02:29:34 main:574] : INFO : Epoch 532 | loss: 0.0311478 | val_loss: 0.0311742 | Time: 1240.26 ms [2020-12-22 02:29:36 main:574] : INFO : Epoch 533 | loss: 0.0311477 | val_loss: 0.0311751 | Time: 1237.64 ms [2020-12-22 02:29:37 main:574] : INFO : Epoch 534 | loss: 0.0311484 | val_loss: 0.0311752 | Time: 1241.3 ms [2020-12-22 02:29:38 main:574] : INFO : Epoch 535 | loss: 0.0311473 | val_loss: 0.0311716 | Time: 1269.07 ms [2020-12-22 02:29:39 main:574] : INFO : Epoch 536 | loss: 0.0311462 | val_loss: 0.0311759 | Time: 1230.24 ms [2020-12-22 02:29:41 main:574] : INFO : Epoch 537 | loss: 0.0311466 | val_loss: 0.0311709 | Time: 1244.81 ms [2020-12-22 02:29:42 main:574] : INFO : Epoch 538 | loss: 0.0311477 | val_loss: 0.0311755 | Time: 1234.1 ms [2020-12-22 02:29:43 main:574] : INFO : Epoch 539 | loss: 0.0311454 | val_loss: 0.0311755 | Time: 1287.76 ms [2020-12-22 02:29:44 main:574] : INFO : Epoch 540 | loss: 0.03115 | val_loss: 0.031177 | Time: 1239.83 ms [2020-12-22 02:29:46 main:574] : INFO : Epoch 541 | loss: 0.031147 | val_loss: 0.0311825 | Time: 1246.26 ms [2020-12-22 02:29:47 main:574] : INFO : Epoch 542 | loss: 0.0311492 | val_loss: 0.0311751 | Time: 1242.11 ms [2020-12-22 02:29:48 main:574] : INFO : Epoch 543 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 1261.42 ms [2020-12-22 02:29:49 main:574] : INFO : Epoch 544 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 1230.45 ms [2020-12-22 02:29:51 main:574] : INFO : Epoch 545 | loss: 0.0311543 | val_loss: 0.0311812 | Time: 1247.62 ms [2020-12-22 02:29:52 main:574] : INFO : Epoch 546 | loss: 0.0311576 | val_loss: 0.0311767 | Time: 1220.14 ms [2020-12-22 02:29:53 main:574] : INFO : Epoch 547 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 1263.11 ms [2020-12-22 02:29:54 main:574] : INFO : Epoch 548 | loss: 0.0311507 | val_loss: 0.031172 | Time: 1236.66 ms [2020-12-22 02:29:56 main:574] : INFO : Epoch 549 | loss: 0.0311501 | val_loss: 0.0311749 | Time: 1241.15 ms [2020-12-22 02:29:57 main:574] : INFO : Epoch 550 | loss: 0.0311491 | val_loss: 0.0311721 | Time: 1229.97 ms [2020-12-22 02:29:58 main:574] : INFO : Epoch 551 | loss: 0.0311503 | val_loss: 0.0311735 | Time: 1261.56 ms [2020-12-22 02:29:59 main:574] : INFO : Epoch 552 | loss: 0.0311481 | val_loss: 0.0311747 | Time: 1228.64 ms [2020-12-22 02:30:01 main:574] : INFO : Epoch 553 | loss: 0.0311474 | val_loss: 0.0311795 | Time: 1232.96 ms [2020-12-22 02:30:02 main:574] : INFO : Epoch 554 | loss: 0.0311458 | val_loss: 0.0311751 | Time: 1227.81 ms [2020-12-22 02:30:03 main:574] : INFO : Epoch 555 | loss: 0.031146 | val_loss: 0.0311762 | Time: 1267.96 ms [2020-12-22 02:30:04 main:574] : INFO : Epoch 556 | loss: 0.0311452 | val_loss: 0.0311769 | Time: 1234.27 ms [2020-12-22 02:30:06 main:574] : INFO : Epoch 557 | loss: 0.0311442 | val_loss: 0.0311847 | Time: 1239.3 ms [2020-12-22 02:30:07 main:574] : INFO : Epoch 558 | loss: 0.0311512 | val_loss: 0.0311816 | Time: 1246.2 ms [2020-12-22 02:30:08 main:574] : INFO : Epoch 559 | loss: 0.0311604 | val_loss: 0.0311854 | Time: 1267.68 ms [2020-12-22 02:30:09 main:574] : INFO : Epoch 560 | loss: 0.031155 | val_loss: 0.0311695 | Time: 1238.23 ms [2020-12-22 02:30:11 main:574] : INFO : Epoch 561 | loss: 0.0311526 | val_loss: 0.0311758 | Time: 1239.38 ms [2020-12-22 02:30:12 main:574] : INFO : Epoch 562 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 1240.48 ms [2020-12-22 02:30:13 main:574] : INFO : Epoch 563 | loss: 0.0311531 | val_loss: 0.0311753 | Time: 1266.04 ms [2020-12-22 02:30:14 main:574] : INFO : Epoch 564 | loss: 0.03115 | val_loss: 0.0311702 | Time: 1238.62 ms [2020-12-22 02:30:16 main:574] : INFO : Epoch 565 | loss: 0.03115 | val_loss: 0.0311727 | Time: 1238.52 ms [2020-12-22 02:30:17 main:574] : INFO : Epoch 566 | loss: 0.0311491 | val_loss: 0.0311724 | Time: 1244.72 ms [2020-12-22 02:30:18 main:574] : INFO : Epoch 567 | loss: 0.0311502 | val_loss: 0.0311726 | Time: 1255.27 ms [2020-12-22 02:30:19 main:574] : INFO : Epoch 568 | loss: 0.0311486 | val_loss: 0.0311738 | Time: 1233.91 ms [2020-12-22 02:30:21 main:574] : INFO : Epoch 569 | loss: 0.0311479 | val_loss: 0.0311771 | Time: 1243.73 ms [2020-12-22 02:30:22 main:574] : INFO : Epoch 570 | loss: 0.031148 | val_loss: 0.0311803 | Time: 1237.04 ms [2020-12-22 02:30:23 main:574] : INFO : Epoch 571 | loss: 0.0311501 | val_loss: 0.0311779 | Time: 1263.43 ms [2020-12-22 02:30:24 main:574] : INFO : Epoch 572 | loss: 0.0311483 | val_loss: 0.0311722 | Time: 1235.79 ms [2020-12-22 02:30:26 main:574] : INFO : Epoch 573 | loss: 0.0311464 | val_loss: 0.0311719 | Time: 1239.62 ms [2020-12-22 02:30:27 main:574] : INFO : Epoch 574 | loss: 0.0311465 | val_loss: 0.0311752 | Time: 1230.89 ms [2020-12-22 02:30:28 main:574] : INFO : Epoch 575 | loss: 0.031148 | val_loss: 0.0311734 | Time: 1256.62 ms [2020-12-22 02:30:29 main:574] : INFO : Epoch 576 | loss: 0.0311603 | val_loss: 0.0311838 | Time: 1239.52 ms [2020-12-22 02:30:31 main:574] : INFO : Epoch 577 | loss: 0.0311872 | val_loss: 0.0311897 | Time: 1244.39 ms [2020-12-22 02:30:32 main:574] : INFO : Epoch 578 | loss: 0.0311894 | val_loss: 0.0311864 | Time: 1238.41 ms [2020-12-22 02:30:33 main:574] : INFO : Epoch 579 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 1260.01 ms [2020-12-22 02:30:34 main:574] : INFO : Epoch 580 | loss: 0.031184 | val_loss: 0.0311816 | Time: 1234.2 ms [2020-12-22 02:30:36 main:574] : INFO : Epoch 581 | loss: 0.0311819 | val_loss: 0.0311811 | Time: 1244.5 ms [2020-12-22 02:30:37 main:574] : INFO : Epoch 582 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 1233.8 ms [2020-12-22 02:30:38 main:574] : INFO : Epoch 583 | loss: 0.0311823 | val_loss: 0.0311814 | Time: 1269.09 ms [2020-12-22 02:30:39 main:574] : INFO : Epoch 584 | loss: 0.0311821 | val_loss: 0.0311828 | Time: 1244.26 ms [2020-12-22 02:30:41 main:574] : INFO : Epoch 585 | loss: 0.0311823 | val_loss: 0.0311798 | Time: 1227.38 ms [2020-12-22 02:30:42 main:574] : INFO : Epoch 586 | loss: 0.031179 | val_loss: 0.0311778 | Time: 1237.43 ms [2020-12-22 02:30:43 main:574] : INFO : Epoch 587 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 1261.79 ms [2020-12-22 02:30:44 main:574] : INFO : Epoch 588 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 1231.11 ms [2020-12-22 02:30:46 main:574] : INFO : Epoch 589 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1234.81 ms [2020-12-22 02:30:47 main:574] : INFO : Epoch 590 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1229.42 ms [2020-12-22 02:30:48 main:574] : INFO : Epoch 591 | loss: 0.0311732 | val_loss: 0.0311797 | Time: 1267.65 ms [2020-12-22 02:30:49 main:574] : INFO : Epoch 592 | loss: 0.0311719 | val_loss: 0.031177 | Time: 1239.12 ms [2020-12-22 02:30:51 main:574] : INFO : Epoch 593 | loss: 0.0311719 | val_loss: 0.031177 | Time: 1232.98 ms [2020-12-22 02:30:52 main:574] : INFO : Epoch 594 | loss: 0.0311713 | val_loss: 0.031177 | Time: 1241.93 ms [2020-12-22 02:30:53 main:574] : INFO : Epoch 595 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 1263.42 ms [2020-12-22 02:30:54 main:574] : INFO : Epoch 596 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1251.81 ms [2020-12-22 02:30:56 main:574] : INFO : Epoch 597 | loss: 0.0311696 | val_loss: 0.0311775 | Time: 1235.67 ms [2020-12-22 02:30:57 main:574] : INFO : Epoch 598 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 1235.55 ms [2020-12-22 02:30:58 main:574] : INFO : Epoch 599 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 1269.49 ms [2020-12-22 02:30:59 main:574] : INFO : Epoch 600 | loss: 0.0311707 | val_loss: 0.0311751 | Time: 1242.03 ms [2020-12-22 02:31:01 main:574] : INFO : Epoch 601 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1246.5 ms [2020-12-22 02:31:02 main:574] : INFO : Epoch 602 | loss: 0.0311685 | val_loss: 0.0311764 | Time: 1245.26 ms [2020-12-22 02:31:03 main:574] : INFO : Epoch 603 | loss: 0.0311673 | val_loss: 0.031176 | Time: 1264.52 ms [2020-12-22 02:31:04 main:574] : INFO : Epoch 604 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 1239.29 ms [2020-12-22 02:31:06 main:574] : INFO : Epoch 605 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 1232.72 ms [2020-12-22 02:31:07 main:574] : INFO : Epoch 606 | loss: 0.0311672 | val_loss: 0.0311766 | Time: 1231.28 ms [2020-12-22 02:31:08 main:574] : INFO : Epoch 607 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 1262.88 ms [2020-12-22 02:31:09 main:574] : INFO : Epoch 608 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 1242.2 ms [2020-12-22 02:31:11 main:574] : INFO : Epoch 609 | loss: 0.0311751 | val_loss: 0.0311743 | Time: 1240.53 ms [2020-12-22 02:31:12 main:574] : INFO : Epoch 610 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 1237.57 ms [2020-12-22 02:31:13 main:574] : INFO : Epoch 611 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 1264.99 ms [2020-12-22 02:31:14 main:574] : INFO : Epoch 612 | loss: 0.031167 | val_loss: 0.0311748 | Time: 1236.22 ms [2020-12-22 02:31:16 main:574] : INFO : Epoch 613 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 1232.24 ms [2020-12-22 02:31:17 main:574] : INFO : Epoch 614 | loss: 0.031166 | val_loss: 0.0311751 | Time: 1240.12 ms [2020-12-22 02:31:18 main:574] : INFO : Epoch 615 | loss: 0.031166 | val_loss: 0.0311745 | Time: 1259.88 ms [2020-12-22 02:31:19 main:574] : INFO : Epoch 616 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 1246.73 ms [2020-12-22 02:31:21 main:574] : INFO : Epoch 617 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 1233.4 ms [2020-12-22 02:31:22 main:574] : INFO : Epoch 618 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 1248.52 ms [2020-12-22 02:31:23 main:574] : INFO : Epoch 619 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 1283.54 ms [2020-12-22 02:31:24 main:574] : INFO : Epoch 620 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 1238.2 ms [2020-12-22 02:31:26 main:574] : INFO : Epoch 621 | loss: 0.0311664 | val_loss: 0.031176 | Time: 1241.84 ms [2020-12-22 02:31:27 main:574] : INFO : Epoch 622 | loss: 0.0311662 | val_loss: 0.0311775 | Time: 1236.51 ms [2020-12-22 02:31:28 main:574] : INFO : Epoch 623 | loss: 0.0311656 | val_loss: 0.031176 | Time: 1267.04 ms [2020-12-22 02:31:29 main:574] : INFO : Epoch 624 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 1239.3 ms [2020-12-22 02:31:31 main:574] : INFO : Epoch 625 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1234.61 ms [2020-12-22 02:31:32 main:574] : INFO : Epoch 626 | loss: 0.0311637 | val_loss: 0.0311761 | Time: 1240.93 ms [2020-12-22 02:31:33 main:574] : INFO : Epoch 627 | loss: 0.0311605 | val_loss: 0.0311761 | Time: 1274.69 ms [2020-12-22 02:31:34 main:574] : INFO : Epoch 628 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 1238.71 ms [2020-12-22 02:31:36 main:574] : INFO : Epoch 629 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 1242.46 ms [2020-12-22 02:31:37 main:574] : INFO : Epoch 630 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 1237.05 ms [2020-12-22 02:31:38 main:574] : INFO : Epoch 631 | loss: 0.0311592 | val_loss: 0.0311737 | Time: 1272.84 ms [2020-12-22 02:31:39 main:574] : INFO : Epoch 632 | loss: 0.031162 | val_loss: 0.0311757 | Time: 1234.47 ms [2020-12-22 02:31:41 main:574] : INFO : Epoch 633 | loss: 0.0311619 | val_loss: 0.0311741 | Time: 1237.54 ms [2020-12-22 02:31:42 main:574] : INFO : Epoch 634 | loss: 0.0311624 | val_loss: 0.0311769 | Time: 1244.8 ms [2020-12-22 02:31:43 main:574] : INFO : Epoch 635 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 1269.02 ms [2020-12-22 02:31:45 main:574] : INFO : Epoch 636 | loss: 0.0311712 | val_loss: 0.031174 | Time: 1237.51 ms [2020-12-22 02:31:46 main:574] : INFO : Epoch 637 | loss: 0.0311682 | val_loss: 0.031174 | Time: 1230.27 ms [2020-12-22 02:31:47 main:574] : INFO : Epoch 638 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 1236.87 ms [2020-12-22 02:31:48 main:574] : INFO : Epoch 639 | loss: 0.0311616 | val_loss: 0.0311751 | Time: 1261.09 ms [2020-12-22 02:31:49 main:574] : INFO : Epoch 640 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1237.9 ms [2020-12-22 02:31:51 main:574] : INFO : Epoch 641 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 1237.89 ms [2020-12-22 02:31:52 main:574] : INFO : Epoch 642 | loss: 0.031164 | val_loss: 0.0311791 | Time: 1230.83 ms [2020-12-22 02:31:53 main:574] : INFO : Epoch 643 | loss: 0.031164 | val_loss: 0.0311747 | Time: 1267.66 ms [2020-12-22 02:31:54 main:574] : INFO : Epoch 644 | loss: 0.0311622 | val_loss: 0.0311778 | Time: 1235.11 ms [2020-12-22 02:31:56 main:574] : INFO : Epoch 645 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 1232.16 ms [2020-12-22 02:31:57 main:574] : INFO : Epoch 646 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 1233.54 ms [2020-12-22 02:31:58 main:574] : INFO : Epoch 647 | loss: 0.0311651 | val_loss: 0.03118 | Time: 1271.68 ms [2020-12-22 02:31:59 main:574] : INFO : Epoch 648 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1225.32 ms [2020-12-22 02:32:01 main:574] : INFO : Epoch 649 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 1238.81 ms [2020-12-22 02:32:02 main:574] : INFO : Epoch 650 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 1238.48 ms [2020-12-22 02:32:03 main:574] : INFO : Epoch 651 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 1271.47 ms [2020-12-22 02:32:04 main:574] : INFO : Epoch 652 | loss: 0.0311583 | val_loss: 0.031173 | Time: 1235.99 ms [2020-12-22 02:32:06 main:574] : INFO : Epoch 653 | loss: 0.031156 | val_loss: 0.0311752 | Time: 1240.98 ms [2020-12-22 02:32:07 main:574] : INFO : Epoch 654 | loss: 0.0311583 | val_loss: 0.0311723 | Time: 1250.39 ms [2020-12-22 02:32:08 main:574] : INFO : Epoch 655 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 1264.49 ms [2020-12-22 02:32:10 main:574] : INFO : Epoch 656 | loss: 0.0311555 | val_loss: 0.0311717 | Time: 1241.08 ms [2020-12-22 02:32:11 main:574] : INFO : Epoch 657 | loss: 0.0311559 | val_loss: 0.031172 | Time: 1236.07 ms [2020-12-22 02:32:12 main:574] : INFO : Epoch 658 | loss: 0.031156 | val_loss: 0.0311713 | Time: 1235.09 ms [2020-12-22 02:32:13 main:574] : INFO : Epoch 659 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 1264.62 ms [2020-12-22 02:32:14 main:574] : INFO : Epoch 660 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 1236.87 ms [2020-12-22 02:32:16 main:574] : INFO : Epoch 661 | loss: 0.0311628 | val_loss: 0.0311738 | Time: 1229.18 ms [2020-12-22 02:32:17 main:574] : INFO : Epoch 662 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 1234.33 ms [2020-12-22 02:32:18 main:574] : INFO : Epoch 663 | loss: 0.031166 | val_loss: 0.0311742 | Time: 1266.24 ms [2020-12-22 02:32:19 main:574] : INFO : Epoch 664 | loss: 0.0311632 | val_loss: 0.0311735 | Time: 1228.91 ms [2020-12-22 02:32:21 main:574] : INFO : Epoch 665 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 1236.33 ms [2020-12-22 02:32:22 main:574] : INFO : Epoch 666 | loss: 0.031158 | val_loss: 0.031166 | Time: 1232.55 ms [2020-12-22 02:32:23 main:574] : INFO : Epoch 667 | loss: 0.0311563 | val_loss: 0.0311737 | Time: 1276.43 ms [2020-12-22 02:32:24 main:574] : INFO : Epoch 668 | loss: 0.0311581 | val_loss: 0.0311745 | Time: 1240.57 ms [2020-12-22 02:32:26 main:574] : INFO : Epoch 669 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 1236.51 ms [2020-12-22 02:32:27 main:574] : INFO : Epoch 670 | loss: 0.0311532 | val_loss: 0.0311698 | Time: 1232.28 ms [2020-12-22 02:32:28 main:574] : INFO : Epoch 671 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 1267.28 ms [2020-12-22 02:32:29 main:574] : INFO : Epoch 672 | loss: 0.0311551 | val_loss: 0.031169 | Time: 1241.61 ms [2020-12-22 02:32:31 main:574] : INFO : Epoch 673 | loss: 0.031151 | val_loss: 0.0311671 | Time: 1249.13 ms [2020-12-22 02:32:32 main:574] : INFO : Epoch 674 | loss: 0.0311516 | val_loss: 0.0311715 | Time: 1240.27 ms [2020-12-22 02:32:33 main:574] : INFO : Epoch 675 | loss: 0.0311502 | val_loss: 0.0311685 | Time: 1274.1 ms [2020-12-22 02:32:35 main:574] : INFO : Epoch 676 | loss: 0.0311499 | val_loss: 0.0311735 | Time: 1229.52 ms [2020-12-22 02:32:36 main:574] : INFO : Epoch 677 | loss: 0.0311503 | val_loss: 0.0311675 | Time: 1239.61 ms [2020-12-22 02:32:37 main:574] : INFO : Epoch 678 | loss: 0.0311489 | val_loss: 0.0311705 | Time: 1239.68 ms [2020-12-22 02:32:38 main:574] : INFO : Epoch 679 | loss: 0.0311486 | val_loss: 0.0311685 | Time: 1268.37 ms [2020-12-22 02:32:40 main:574] : INFO : Epoch 680 | loss: 0.0311481 | val_loss: 0.0311722 | Time: 1237.02 ms [2020-12-22 02:32:41 main:574] : INFO : Epoch 681 | loss: 0.0311473 | val_loss: 0.0311698 | Time: 1248.26 ms [2020-12-22 02:32:42 main:574] : INFO : Epoch 682 | loss: 0.0311468 | val_loss: 0.0311718 | Time: 1243.39 ms [2020-12-22 02:32:43 main:574] : INFO : Epoch 683 | loss: 0.0311457 | val_loss: 0.0311728 | Time: 1270.63 ms [2020-12-22 02:32:45 main:574] : INFO : Epoch 684 | loss: 0.03115 | val_loss: 0.0311738 | Time: 1245.69 ms [2020-12-22 02:32:46 main:574] : INFO : Epoch 685 | loss: 0.031152 | val_loss: 0.0311723 | Time: 1242.09 ms [2020-12-22 02:32:47 main:574] : INFO : Epoch 686 | loss: 0.0311518 | val_loss: 0.0311717 | Time: 1236.68 ms [2020-12-22 02:32:48 main:574] : INFO : Epoch 687 | loss: 0.0311502 | val_loss: 0.0311754 | Time: 1262.37 ms [2020-12-22 02:32:50 main:574] : INFO : Epoch 688 | loss: 0.0311534 | val_loss: 0.0311907 | Time: 1234.91 ms [2020-12-22 02:32:51 main:574] : INFO : Epoch 689 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 1242.99 ms [2020-12-22 02:32:52 main:574] : INFO : Epoch 690 | loss: 0.0311513 | val_loss: 0.0311687 | Time: 1240.6 ms [2020-12-22 02:32:53 main:574] : INFO : Epoch 691 | loss: 0.0311506 | val_loss: 0.0311693 | Time: 1269.76 ms [2020-12-22 02:32:55 main:574] : INFO : Epoch 692 | loss: 0.0311526 | val_loss: 0.0311789 | Time: 1244.37 ms [2020-12-22 02:32:56 main:574] : INFO : Epoch 693 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 1238.16 ms [2020-12-22 02:32:57 main:574] : INFO : Epoch 694 | loss: 0.0311642 | val_loss: 0.0311783 | Time: 1239.87 ms [2020-12-22 02:32:58 main:574] : INFO : Epoch 695 | loss: 0.0311562 | val_loss: 0.0311746 | Time: 1260.05 ms [2020-12-22 02:33:00 main:574] : INFO : Epoch 696 | loss: 0.0311563 | val_loss: 0.0311748 | Time: 1239.34 ms [2020-12-22 02:33:01 main:574] : INFO : Epoch 697 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 1231.72 ms [2020-12-22 02:33:02 main:574] : INFO : Epoch 698 | loss: 0.0311661 | val_loss: 0.031176 | Time: 1233.31 ms [2020-12-22 02:33:03 main:574] : INFO : Epoch 699 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 1259.74 ms [2020-12-22 02:33:05 main:574] : INFO : Epoch 700 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 1248.02 ms [2020-12-22 02:33:06 main:574] : INFO : Epoch 701 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 1232.89 ms [2020-12-22 02:33:07 main:574] : INFO : Epoch 702 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 1234.56 ms [2020-12-22 02:33:08 main:574] : INFO : Epoch 703 | loss: 0.0311572 | val_loss: 0.0311751 | Time: 1258.36 ms [2020-12-22 02:33:10 main:574] : INFO : Epoch 704 | loss: 0.0311541 | val_loss: 0.0311689 | Time: 1231.73 ms [2020-12-22 02:33:11 main:574] : INFO : Epoch 705 | loss: 0.0311515 | val_loss: 0.031171 | Time: 1261.07 ms [2020-12-22 02:33:12 main:574] : INFO : Epoch 706 | loss: 0.0311517 | val_loss: 0.0311703 | Time: 1252 ms [2020-12-22 02:33:13 main:574] : INFO : Epoch 707 | loss: 0.0311514 | val_loss: 0.0311728 | Time: 1263.41 ms [2020-12-22 02:33:15 main:574] : INFO : Epoch 708 | loss: 0.0311525 | val_loss: 0.0311749 | Time: 1238.72 ms [2020-12-22 02:33:16 main:574] : INFO : Epoch 709 | loss: 0.0311519 | val_loss: 0.0311703 | Time: 1237.96 ms [2020-12-22 02:33:17 main:574] : INFO : Epoch 710 | loss: 0.0311485 | val_loss: 0.0311728 | Time: 1238.05 ms [2020-12-22 02:33:18 main:574] : INFO : Epoch 711 | loss: 0.0311473 | val_loss: 0.0311729 | Time: 1261.53 ms [2020-12-22 02:33:20 main:574] : INFO : Epoch 712 | loss: 0.0311469 | val_loss: 0.0311708 | Time: 1239.31 ms [2020-12-22 02:33:21 main:574] : INFO : Epoch 713 | loss: 0.0311488 | val_loss: 0.031169 | Time: 1236.99 ms [2020-12-22 02:33:22 main:574] : INFO : Epoch 714 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 1229.95 ms [2020-12-22 02:33:23 main:574] : INFO : Epoch 715 | loss: 0.0311464 | val_loss: 0.0311725 | Time: 1262.86 ms [2020-12-22 02:33:25 main:574] : INFO : Epoch 716 | loss: 0.0311445 | val_loss: 0.0311726 | Time: 1241.44 ms [2020-12-22 02:33:26 main:574] : INFO : Epoch 717 | loss: 0.031147 | val_loss: 0.0311763 | Time: 1228.71 ms [2020-12-22 02:33:27 main:574] : INFO : Epoch 718 | loss: 0.031146 | val_loss: 0.0311716 | Time: 1234.15 ms [2020-12-22 02:33:28 main:574] : INFO : Epoch 719 | loss: 0.0311454 | val_loss: 0.0311738 | Time: 1254.47 ms [2020-12-22 02:33:30 main:574] : INFO : Epoch 720 | loss: 0.0311447 | val_loss: 0.0311733 | Time: 1232.66 ms [2020-12-22 02:33:31 main:574] : INFO : Epoch 721 | loss: 0.031147 | val_loss: 0.0311739 | Time: 1229.76 ms [2020-12-22 02:33:32 main:574] : INFO : Epoch 722 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1242.79 ms [2020-12-22 02:33:33 main:574] : INFO : Epoch 723 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 1267.97 ms [2020-12-22 02:33:35 main:574] : INFO : Epoch 724 | loss: 0.0311675 | val_loss: 0.031173 | Time: 1235.8 ms [2020-12-22 02:33:36 main:574] : INFO : Epoch 725 | loss: 0.0311645 | val_loss: 0.0311743 | Time: 1235.91 ms [2020-12-22 02:33:37 main:574] : INFO : Epoch 726 | loss: 0.0311617 | val_loss: 0.0311737 | Time: 1236 ms [2020-12-22 02:33:38 main:574] : INFO : Epoch 727 | loss: 0.0311593 | val_loss: 0.031172 | Time: 1266.14 ms [2020-12-22 02:33:40 main:574] : INFO : Epoch 728 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 1234.8 ms [2020-12-22 02:33:41 main:574] : INFO : Epoch 729 | loss: 0.0311573 | val_loss: 0.0311729 | Time: 1232.86 ms [2020-12-22 02:33:42 main:574] : INFO : Epoch 730 | loss: 0.031155 | val_loss: 0.0311699 | Time: 1229.78 ms [2020-12-22 02:33:43 main:574] : INFO : Epoch 731 | loss: 0.0311547 | val_loss: 0.0311738 | Time: 1262.89 ms [2020-12-22 02:33:45 main:574] : INFO : Epoch 732 | loss: 0.0311537 | val_loss: 0.0311714 | Time: 1245.14 ms [2020-12-22 02:33:46 main:574] : INFO : Epoch 733 | loss: 0.0311536 | val_loss: 0.0311733 | Time: 1240.37 ms [2020-12-22 02:33:47 main:574] : INFO : Epoch 734 | loss: 0.0311531 | val_loss: 0.0311707 | Time: 1249.52 ms [2020-12-22 02:33:48 main:574] : INFO : Epoch 735 | loss: 0.0311504 | val_loss: 0.0311698 | Time: 1265.95 ms [2020-12-22 02:33:50 main:574] : INFO : Epoch 736 | loss: 0.0311497 | val_loss: 0.0311728 | Time: 1241.94 ms [2020-12-22 02:33:51 main:574] : INFO : Epoch 737 | loss: 0.0311497 | val_loss: 0.0311738 | Time: 1246.2 ms [2020-12-22 02:33:52 main:574] : INFO : Epoch 738 | loss: 0.0311487 | val_loss: 0.0311723 | Time: 1236.05 ms [2020-12-22 02:33:53 main:574] : INFO : Epoch 739 | loss: 0.0311534 | val_loss: 0.0311725 | Time: 1246.56 ms [2020-12-22 02:33:54 main:574] : INFO : Epoch 740 | loss: 0.0311537 | val_loss: 0.0311696 | Time: 1157.51 ms [2020-12-22 02:33:56 main:574] : INFO : Epoch 741 | loss: 0.0311525 | val_loss: 0.0311756 | Time: 1170.72 ms [2020-12-22 02:33:57 main:574] : INFO : Epoch 742 | loss: 0.031151 | val_loss: 0.0311682 | Time: 1157.77 ms [2020-12-22 02:33:58 main:574] : INFO : Epoch 743 | loss: 0.0311496 | val_loss: 0.0311768 | Time: 1189.11 ms [2020-12-22 02:33:59 main:574] : INFO : Epoch 744 | loss: 0.0311493 | val_loss: 0.0311694 | Time: 1155.98 ms [2020-12-22 02:34:00 main:574] : INFO : Epoch 745 | loss: 0.031148 | val_loss: 0.0311733 | Time: 1150.66 ms [2020-12-22 02:34:01 main:574] : INFO : Epoch 746 | loss: 0.0311467 | val_loss: 0.0311782 | Time: 1172.05 ms [2020-12-22 02:34:03 main:574] : INFO : Epoch 747 | loss: 0.0311584 | val_loss: 0.031198 | Time: 1223.55 ms [2020-12-22 02:34:04 main:574] : INFO : Epoch 748 | loss: 0.0312245 | val_loss: 0.0313695 | Time: 1319.85 ms [2020-12-22 02:34:05 main:574] : INFO : Epoch 749 | loss: 0.0351425 | val_loss: 0.0353066 | Time: 1256.55 ms [2020-12-22 02:34:07 main:574] : INFO : Epoch 750 | loss: 0.0356708 | val_loss: 0.0315999 | Time: 1198.29 ms [2020-12-22 02:34:08 main:574] : INFO : Epoch 751 | loss: 0.0315543 | val_loss: 0.0313627 | Time: 1211.73 ms [2020-12-22 02:34:09 main:574] : INFO : Epoch 752 | loss: 0.031307 | val_loss: 0.0312708 | Time: 1187.86 ms [2020-12-22 02:34:10 main:574] : INFO : Epoch 753 | loss: 0.0312526 | val_loss: 0.0312387 | Time: 1166.67 ms [2020-12-22 02:34:11 main:574] : INFO : Epoch 754 | loss: 0.0312331 | val_loss: 0.0312242 | Time: 1194.13 ms [2020-12-22 02:34:12 main:574] : INFO : Epoch 755 | loss: 0.0312159 | val_loss: 0.0312068 | Time: 1167.44 ms [2020-12-22 02:34:14 main:574] : INFO : Epoch 756 | loss: 0.0311999 | val_loss: 0.0311921 | Time: 1191.73 ms [2020-12-22 02:34:15 main:574] : INFO : Epoch 757 | loss: 0.0311883 | val_loss: 0.0311824 | Time: 1165.43 ms [2020-12-22 02:34:16 main:574] : INFO : Epoch 758 | loss: 0.031182 | val_loss: 0.0311797 | Time: 1169.05 ms [2020-12-22 02:34:17 main:574] : INFO : Epoch 759 | loss: 0.0311775 | val_loss: 0.0311748 | Time: 1168.57 ms [2020-12-22 02:34:18 main:574] : INFO : Epoch 760 | loss: 0.031175 | val_loss: 0.0311739 | Time: 1194.5 ms [2020-12-22 02:34:20 main:574] : INFO : Epoch 761 | loss: 0.0311724 | val_loss: 0.031172 | Time: 1200.09 ms [2020-12-22 02:34:21 main:574] : INFO : Epoch 762 | loss: 0.0311692 | val_loss: 0.0311705 | Time: 1235.8 ms [2020-12-22 02:34:22 main:574] : INFO : Epoch 763 | loss: 0.031167 | val_loss: 0.0311697 | Time: 1172.24 ms [2020-12-22 02:34:23 main:574] : INFO : Epoch 764 | loss: 0.031166 | val_loss: 0.0311698 | Time: 1222.27 ms [2020-12-22 02:34:24 main:574] : INFO : Epoch 765 | loss: 0.0311624 | val_loss: 0.031172 | Time: 1157.38 ms [2020-12-22 02:34:26 main:574] : INFO : Epoch 766 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1152.42 ms [2020-12-22 02:34:27 main:574] : INFO : Epoch 767 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 1163.09 ms [2020-12-22 02:34:28 main:574] : INFO : Epoch 768 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 1178.81 ms [2020-12-22 02:34:29 main:574] : INFO : Epoch 769 | loss: 0.0311594 | val_loss: 0.031171 | Time: 1191.52 ms [2020-12-22 02:34:30 main:574] : INFO : Epoch 770 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 1209.52 ms [2020-12-22 02:34:32 main:574] : INFO : Epoch 771 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1222.87 ms [2020-12-22 02:34:33 main:574] : INFO : Epoch 772 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 1241.14 ms [2020-12-22 02:34:34 main:574] : INFO : Epoch 773 | loss: 0.0311537 | val_loss: 0.0311721 | Time: 1197.59 ms [2020-12-22 02:34:35 main:574] : INFO : Epoch 774 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 1169.92 ms [2020-12-22 02:34:36 main:574] : INFO : Epoch 775 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 1162.53 ms [2020-12-22 02:34:38 main:574] : INFO : Epoch 776 | loss: 0.0311605 | val_loss: 0.0311772 | Time: 1167.12 ms [2020-12-22 02:34:39 main:574] : INFO : Epoch 777 | loss: 0.0311534 | val_loss: 0.0311674 | Time: 1186.26 ms [2020-12-22 02:34:40 main:574] : INFO : Epoch 778 | loss: 0.0311535 | val_loss: 0.0311706 | Time: 1195.83 ms [2020-12-22 02:34:41 main:574] : INFO : Epoch 779 | loss: 0.0311502 | val_loss: 0.0311695 | Time: 1158.76 ms [2020-12-22 02:34:42 main:574] : INFO : Epoch 780 | loss: 0.0311484 | val_loss: 0.0311696 | Time: 1162.73 ms [2020-12-22 02:34:43 main:574] : INFO : Epoch 781 | loss: 0.0311495 | val_loss: 0.0311685 | Time: 1182.31 ms [2020-12-22 02:34:45 main:574] : INFO : Epoch 782 | loss: 0.0311489 | val_loss: 0.0311678 | Time: 1169.37 ms [2020-12-22 02:34:46 main:574] : INFO : Epoch 783 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 1163.09 ms [2020-12-22 02:34:47 main:574] : INFO : Epoch 784 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 1155.83 ms [2020-12-22 02:34:48 main:574] : INFO : Epoch 785 | loss: 0.0311484 | val_loss: 0.0311656 | Time: 1195.66 ms [2020-12-22 02:34:49 main:574] : INFO : Epoch 786 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 1179.82 ms [2020-12-22 02:34:50 main:574] : INFO : Epoch 787 | loss: 0.0311469 | val_loss: 0.0311646 | Time: 1159.7 ms [2020-12-22 02:34:52 main:574] : INFO : Epoch 788 | loss: 0.0311458 | val_loss: 0.0311718 | Time: 1162.27 ms [2020-12-22 02:34:53 main:574] : INFO : Epoch 789 | loss: 0.0311448 | val_loss: 0.0311686 | Time: 1170.36 ms [2020-12-22 02:34:54 main:574] : INFO : Epoch 790 | loss: 0.0311476 | val_loss: 0.0311699 | Time: 1209.94 ms [2020-12-22 02:34:55 main:574] : INFO : Epoch 791 | loss: 0.0311472 | val_loss: 0.0311687 | Time: 1217.24 ms [2020-12-22 02:34:56 main:574] : INFO : Epoch 792 | loss: 0.0311454 | val_loss: 0.0311693 | Time: 1180.93 ms [2020-12-22 02:34:58 main:574] : INFO : Epoch 793 | loss: 0.0311447 | val_loss: 0.0311753 | Time: 1203.71 ms [2020-12-22 02:34:59 main:574] : INFO : Epoch 794 | loss: 0.0311454 | val_loss: 0.0311808 | Time: 1274.79 ms [2020-12-22 02:35:00 main:574] : INFO : Epoch 795 | loss: 0.0311468 | val_loss: 0.0311763 | Time: 1244.45 ms [2020-12-22 02:35:01 main:574] : INFO : Epoch 796 | loss: 0.0311561 | val_loss: 0.0311697 | Time: 1233.3 ms [2020-12-22 02:35:03 main:574] : INFO : Epoch 797 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 1284.06 ms [2020-12-22 02:35:04 main:574] : INFO : Epoch 798 | loss: 0.0311471 | val_loss: 0.0311728 | Time: 1258.26 ms [2020-12-22 02:35:05 main:574] : INFO : Epoch 799 | loss: 0.0311477 | val_loss: 0.0311649 | Time: 1249.83 ms [2020-12-22 02:35:06 main:574] : INFO : Epoch 800 | loss: 0.0311493 | val_loss: 0.0311676 | Time: 1241.41 ms [2020-12-22 02:35:08 main:574] : INFO : Epoch 801 | loss: 0.0311458 | val_loss: 0.0311647 | Time: 1264.38 ms [2020-12-22 02:35:09 main:574] : INFO : Epoch 802 | loss: 0.031144 | val_loss: 0.0311657 | Time: 1256.95 ms [2020-12-22 02:35:10 main:574] : INFO : Epoch 803 | loss: 0.0311462 | val_loss: 0.0311718 | Time: 1259.45 ms [2020-12-22 02:35:12 main:574] : INFO : Epoch 804 | loss: 0.0311439 | val_loss: 0.0311681 | Time: 1251.52 ms [2020-12-22 02:35:13 main:574] : INFO : Epoch 805 | loss: 0.0311469 | val_loss: 0.0311679 | Time: 1271.25 ms [2020-12-22 02:35:14 main:574] : INFO : Epoch 806 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 1245.71 ms [2020-12-22 02:35:15 main:574] : INFO : Epoch 807 | loss: 0.0311459 | val_loss: 0.031172 | Time: 1250.01 ms [2020-12-22 02:35:17 main:574] : INFO : Epoch 808 | loss: 0.0311498 | val_loss: 0.0311745 | Time: 1246.86 ms [2020-12-22 02:35:18 main:574] : INFO : Epoch 809 | loss: 0.0311467 | val_loss: 0.0311666 | Time: 1256.63 ms [2020-12-22 02:35:19 main:574] : INFO : Epoch 810 | loss: 0.0311449 | val_loss: 0.0311702 | Time: 1257.13 ms [2020-12-22 02:35:20 main:574] : INFO : Epoch 811 | loss: 0.0311462 | val_loss: 0.031166 | Time: 1244.08 ms [2020-12-22 02:35:22 main:574] : INFO : Epoch 812 | loss: 0.0311417 | val_loss: 0.0311665 | Time: 1246.45 ms [2020-12-22 02:35:23 main:574] : INFO : Epoch 813 | loss: 0.0311442 | val_loss: 0.0311681 | Time: 1274.57 ms [2020-12-22 02:35:24 main:574] : INFO : Epoch 814 | loss: 0.0311468 | val_loss: 0.031166 | Time: 1260.04 ms [2020-12-22 02:35:25 main:574] : INFO : Epoch 815 | loss: 0.0311423 | val_loss: 0.0311647 | Time: 1241.42 ms [2020-12-22 02:35:27 main:574] : INFO : Epoch 816 | loss: 0.0311397 | val_loss: 0.0311635 | Time: 1261.94 ms [2020-12-22 02:35:28 main:574] : INFO : Epoch 817 | loss: 0.0311409 | val_loss: 0.0311646 | Time: 1269.13 ms [2020-12-22 02:35:29 main:574] : INFO : Epoch 818 | loss: 0.0311404 | val_loss: 0.0311675 | Time: 1252.75 ms [2020-12-22 02:35:30 main:574] : INFO : Epoch 819 | loss: 0.0311421 | val_loss: 0.0311684 | Time: 1233.65 ms [2020-12-22 02:35:32 main:574] : INFO : Epoch 820 | loss: 0.0311484 | val_loss: 0.0311679 | Time: 1236.33 ms [2020-12-22 02:35:33 main:574] : INFO : Epoch 821 | loss: 0.0311471 | val_loss: 0.0311675 | Time: 1272.83 ms [2020-12-22 02:35:34 main:574] : INFO : Epoch 822 | loss: 0.0311438 | val_loss: 0.0311662 | Time: 1245.93 ms [2020-12-22 02:35:35 main:574] : INFO : Epoch 823 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 1227.43 ms [2020-12-22 02:35:37 main:574] : INFO : Epoch 824 | loss: 0.0311425 | val_loss: 0.0311681 | Time: 1243.26 ms [2020-12-22 02:35:38 main:574] : INFO : Epoch 825 | loss: 0.0311397 | val_loss: 0.0311677 | Time: 1256.18 ms [2020-12-22 02:35:39 main:574] : INFO : Epoch 826 | loss: 0.0311477 | val_loss: 0.0311771 | Time: 1255.48 ms [2020-12-22 02:35:40 main:574] : INFO : Epoch 827 | loss: 0.0311492 | val_loss: 0.0311708 | Time: 1243.68 ms [2020-12-22 02:35:42 main:574] : INFO : Epoch 828 | loss: 0.0311478 | val_loss: 0.0311717 | Time: 1249.82 ms [2020-12-22 02:35:43 main:574] : INFO : Epoch 829 | loss: 0.0311453 | val_loss: 0.0311675 | Time: 1291.81 ms [2020-12-22 02:35:44 main:574] : INFO : Epoch 830 | loss: 0.0311411 | val_loss: 0.0311692 | Time: 1254.74 ms [2020-12-22 02:35:46 main:574] : INFO : Epoch 831 | loss: 0.031139 | val_loss: 0.0311704 | Time: 1256.18 ms [2020-12-22 02:35:47 main:574] : INFO : Epoch 832 | loss: 0.0311405 | val_loss: 0.0311726 | Time: 1268.11 ms [2020-12-22 02:35:48 main:574] : INFO : Epoch 833 | loss: 0.0311451 | val_loss: 0.0311738 | Time: 1286.73 ms [2020-12-22 02:35:49 main:574] : INFO : Epoch 834 | loss: 0.0311442 | val_loss: 0.0311725 | Time: 1278.45 ms [2020-12-22 02:35:51 main:574] : INFO : Epoch 835 | loss: 0.0311422 | val_loss: 0.0311702 | Time: 1256.66 ms [2020-12-22 02:35:52 main:574] : INFO : Epoch 836 | loss: 0.0311398 | val_loss: 0.0311727 | Time: 1247.45 ms [2020-12-22 02:35:53 main:574] : INFO : Epoch 837 | loss: 0.0311391 | val_loss: 0.0311767 | Time: 1275.27 ms [2020-12-22 02:35:54 main:574] : INFO : Epoch 838 | loss: 0.0311383 | val_loss: 0.0311746 | Time: 1255.16 ms [2020-12-22 02:35:56 main:574] : INFO : Epoch 839 | loss: 0.0311363 | val_loss: 0.0311744 | Time: 1257.21 ms [2020-12-22 02:35:57 main:574] : INFO : Epoch 840 | loss: 0.0311414 | val_loss: 0.0311852 | Time: 1261.99 ms [2020-12-22 02:35:58 main:574] : INFO : Epoch 841 | loss: 0.0311395 | val_loss: 0.0311753 | Time: 1279.35 ms [2020-12-22 02:36:00 main:574] : INFO : Epoch 842 | loss: 0.0311375 | val_loss: 0.0311745 | Time: 1251.92 ms [2020-12-22 02:36:01 main:574] : INFO : Epoch 843 | loss: 0.0311363 | val_loss: 0.0311788 | Time: 1244.4 ms [2020-12-22 02:36:02 main:574] : INFO : Epoch 844 | loss: 0.031135 | val_loss: 0.0311765 | Time: 1252.93 ms [2020-12-22 02:36:03 main:574] : INFO : Epoch 845 | loss: 0.0311378 | val_loss: 0.031172 | Time: 1279.86 ms [2020-12-22 02:36:05 main:574] : INFO : Epoch 846 | loss: 0.031136 | val_loss: 0.0311689 | Time: 1253.36 ms [2020-12-22 02:36:06 main:574] : INFO : Epoch 847 | loss: 0.0311458 | val_loss: 0.0311709 | Time: 1271.51 ms [2020-12-22 02:36:07 main:574] : INFO : Epoch 848 | loss: 0.0311455 | val_loss: 0.0311761 | Time: 1253.91 ms [2020-12-22 02:36:08 main:574] : INFO : Epoch 849 | loss: 0.031144 | val_loss: 0.0311705 | Time: 1282.43 ms [2020-12-22 02:36:10 main:574] : INFO : Epoch 850 | loss: 0.0311437 | val_loss: 0.0311728 | Time: 1259.6 ms [2020-12-22 02:36:11 main:574] : INFO : Epoch 851 | loss: 0.0311433 | val_loss: 0.0311696 | Time: 1253.33 ms [2020-12-22 02:36:12 main:574] : INFO : Epoch 852 | loss: 0.0311423 | val_loss: 0.0311668 | Time: 1242.7 ms [2020-12-22 02:36:13 main:574] : INFO : Epoch 853 | loss: 0.0311397 | val_loss: 0.0311661 | Time: 1276.28 ms [2020-12-22 02:36:15 main:574] : INFO : Epoch 854 | loss: 0.0311383 | val_loss: 0.0311699 | Time: 1255.03 ms [2020-12-22 02:36:16 main:574] : INFO : Epoch 855 | loss: 0.0311393 | val_loss: 0.0311679 | Time: 1254.18 ms [2020-12-22 02:36:17 main:574] : INFO : Epoch 856 | loss: 0.0311372 | val_loss: 0.0311691 | Time: 1258.45 ms [2020-12-22 02:36:19 main:574] : INFO : Epoch 857 | loss: 0.0311364 | val_loss: 0.0311722 | Time: 1274.44 ms [2020-12-22 02:36:20 main:574] : INFO : Epoch 858 | loss: 0.0311421 | val_loss: 0.0311667 | Time: 1250.71 ms [2020-12-22 02:36:21 main:574] : INFO : Epoch 859 | loss: 0.0311406 | val_loss: 0.0311777 | Time: 1259.53 ms [2020-12-22 02:36:22 main:574] : INFO : Epoch 860 | loss: 0.0311367 | val_loss: 0.0311693 | Time: 1253.11 ms [2020-12-22 02:36:24 main:574] : INFO : Epoch 861 | loss: 0.0311368 | val_loss: 0.0311716 | Time: 1276.85 ms [2020-12-22 02:36:25 main:574] : INFO : Epoch 862 | loss: 0.0311378 | val_loss: 0.0311705 | Time: 1239.36 ms [2020-12-22 02:36:26 main:574] : INFO : Epoch 863 | loss: 0.0311359 | val_loss: 0.031172 | Time: 1240.48 ms [2020-12-22 02:36:27 main:574] : INFO : Epoch 864 | loss: 0.0311378 | val_loss: 0.0311676 | Time: 1246.19 ms [2020-12-22 02:36:29 main:574] : INFO : Epoch 865 | loss: 0.0311444 | val_loss: 0.0311703 | Time: 1278.75 ms [2020-12-22 02:36:30 main:574] : INFO : Epoch 866 | loss: 0.0311444 | val_loss: 0.031174 | Time: 1251.17 ms [2020-12-22 02:36:31 main:574] : INFO : Epoch 867 | loss: 0.0311446 | val_loss: 0.0311704 | Time: 1256.43 ms [2020-12-22 02:36:32 main:574] : INFO : Epoch 868 | loss: 0.0311411 | val_loss: 0.0311721 | Time: 1247.17 ms [2020-12-22 02:36:34 main:574] : INFO : Epoch 869 | loss: 0.0311457 | val_loss: 0.0311705 | Time: 1274.23 ms [2020-12-22 02:36:35 main:574] : INFO : Epoch 870 | loss: 0.0311421 | val_loss: 0.0311766 | Time: 1245.63 ms [2020-12-22 02:36:36 main:574] : INFO : Epoch 871 | loss: 0.0311432 | val_loss: 0.031174 | Time: 1250.9 ms [2020-12-22 02:36:37 main:574] : INFO : Epoch 872 | loss: 0.0311412 | val_loss: 0.0311651 | Time: 1262.51 ms [2020-12-22 02:36:39 main:574] : INFO : Epoch 873 | loss: 0.0311402 | val_loss: 0.0311776 | Time: 1274.96 ms [2020-12-22 02:36:40 main:574] : INFO : Epoch 874 | loss: 0.0311486 | val_loss: 0.0311854 | Time: 1255.47 ms [2020-12-22 02:36:41 main:574] : INFO : Epoch 875 | loss: 0.0311443 | val_loss: 0.0311734 | Time: 1246.43 ms [2020-12-22 02:36:42 main:574] : INFO : Epoch 876 | loss: 0.0311411 | val_loss: 0.0311704 | Time: 1251.31 ms [2020-12-22 02:36:44 main:574] : INFO : Epoch 877 | loss: 0.0311418 | val_loss: 0.0311698 | Time: 1266.92 ms [2020-12-22 02:36:45 main:574] : INFO : Epoch 878 | loss: 0.0311438 | val_loss: 0.0311765 | Time: 1253.77 ms [2020-12-22 02:36:46 main:574] : INFO : Epoch 879 | loss: 0.0311424 | val_loss: 0.0311696 | Time: 1259.09 ms [2020-12-22 02:36:48 main:574] : INFO : Epoch 880 | loss: 0.0311359 | val_loss: 0.0311757 | Time: 1247.64 ms [2020-12-22 02:36:49 main:574] : INFO : Epoch 881 | loss: 0.0311339 | val_loss: 0.03117 | Time: 1285.26 ms [2020-12-22 02:36:50 main:574] : INFO : Epoch 882 | loss: 0.0311333 | val_loss: 0.0311729 | Time: 1244.6 ms [2020-12-22 02:36:51 main:574] : INFO : Epoch 883 | loss: 0.0311337 | val_loss: 0.0311704 | Time: 1246.53 ms [2020-12-22 02:36:53 main:574] : INFO : Epoch 884 | loss: 0.0311345 | val_loss: 0.0311737 | Time: 1253.88 ms [2020-12-22 02:36:54 main:574] : INFO : Epoch 885 | loss: 0.0311362 | val_loss: 0.0311722 | Time: 1281.34 ms [2020-12-22 02:36:55 main:574] : INFO : Epoch 886 | loss: 0.031138 | val_loss: 0.0311771 | Time: 1251.05 ms [2020-12-22 02:36:56 main:574] : INFO : Epoch 887 | loss: 0.0311375 | val_loss: 0.0311678 | Time: 1246.22 ms [2020-12-22 02:36:58 main:574] : INFO : Epoch 888 | loss: 0.0311354 | val_loss: 0.0311779 | Time: 1247.72 ms [2020-12-22 02:36:59 main:574] : INFO : Epoch 889 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 1276.78 ms [2020-12-22 02:37:00 main:574] : INFO : Epoch 890 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 1263 ms [2020-12-22 02:37:01 main:574] : INFO : Epoch 891 | loss: 0.0311656 | val_loss: 0.0311686 | Time: 1261.81 ms [2020-12-22 02:37:03 main:574] : INFO : Epoch 892 | loss: 0.0311616 | val_loss: 0.0311738 | Time: 1252 ms [2020-12-22 02:37:04 main:574] : INFO : Epoch 893 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 1279.53 ms [2020-12-22 02:37:05 main:574] : INFO : Epoch 894 | loss: 0.0311556 | val_loss: 0.0311674 | Time: 1244.49 ms [2020-12-22 02:37:06 main:574] : INFO : Epoch 895 | loss: 0.0311529 | val_loss: 0.0311659 | Time: 1248.8 ms [2020-12-22 02:37:08 main:574] : INFO : Epoch 896 | loss: 0.0311499 | val_loss: 0.0311676 | Time: 1242.65 ms [2020-12-22 02:37:09 main:574] : INFO : Epoch 897 | loss: 0.0311488 | val_loss: 0.0311674 | Time: 1297.31 ms [2020-12-22 02:37:10 main:574] : INFO : Epoch 898 | loss: 0.0311476 | val_loss: 0.0311669 | Time: 1257.01 ms [2020-12-22 02:37:12 main:574] : INFO : Epoch 899 | loss: 0.0311472 | val_loss: 0.0311678 | Time: 1251.58 ms [2020-12-22 02:37:13 main:574] : INFO : Epoch 900 | loss: 0.0311446 | val_loss: 0.0311685 | Time: 1247.03 ms [2020-12-22 02:37:14 main:574] : INFO : Epoch 901 | loss: 0.0311451 | val_loss: 0.0311712 | Time: 1264.96 ms [2020-12-22 02:37:15 main:574] : INFO : Epoch 902 | loss: 0.0311448 | val_loss: 0.0311694 | Time: 1248.56 ms [2020-12-22 02:37:17 main:574] : INFO : Epoch 903 | loss: 0.0311453 | val_loss: 0.0311756 | Time: 1250.27 ms [2020-12-22 02:37:18 main:574] : INFO : Epoch 904 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 1269.02 ms [2020-12-22 02:37:19 main:574] : INFO : Epoch 905 | loss: 0.0311422 | val_loss: 0.0311761 | Time: 1268.02 ms [2020-12-22 02:37:20 main:574] : INFO : Epoch 906 | loss: 0.0311434 | val_loss: 0.0311677 | Time: 1250.26 ms [2020-12-22 02:37:22 main:574] : INFO : Epoch 907 | loss: 0.0311421 | val_loss: 0.0311674 | Time: 1245.88 ms [2020-12-22 02:37:23 main:574] : INFO : Epoch 908 | loss: 0.0311393 | val_loss: 0.0311677 | Time: 1278.49 ms [2020-12-22 02:37:24 main:574] : INFO : Epoch 909 | loss: 0.0311385 | val_loss: 0.0311682 | Time: 1259.51 ms [2020-12-22 02:37:25 main:574] : INFO : Epoch 910 | loss: 0.0311399 | val_loss: 0.0311705 | Time: 1250.94 ms [2020-12-22 02:37:27 main:574] : INFO : Epoch 911 | loss: 0.0311393 | val_loss: 0.0311709 | Time: 1242.51 ms [2020-12-22 02:37:28 main:574] : INFO : Epoch 912 | loss: 0.0311413 | val_loss: 0.0311697 | Time: 1276.21 ms [2020-12-22 02:37:29 main:574] : INFO : Epoch 913 | loss: 0.0311409 | val_loss: 0.0311741 | Time: 1251.17 ms [2020-12-22 02:37:30 main:574] : INFO : Epoch 914 | loss: 0.031143 | val_loss: 0.0311687 | Time: 1240.68 ms [2020-12-22 02:37:32 main:574] : INFO : Epoch 915 | loss: 0.0311455 | val_loss: 0.0311826 | Time: 1247.36 ms [2020-12-22 02:37:33 main:574] : INFO : Epoch 916 | loss: 0.0311412 | val_loss: 0.0311725 | Time: 1277.28 ms [2020-12-22 02:37:34 main:574] : INFO : Epoch 917 | loss: 0.031138 | val_loss: 0.0311825 | Time: 1249.56 ms [2020-12-22 02:37:36 main:574] : INFO : Epoch 918 | loss: 0.0311402 | val_loss: 0.0311663 | Time: 1247.42 ms [2020-12-22 02:37:37 main:574] : INFO : Epoch 919 | loss: 0.0311393 | val_loss: 0.031173 | Time: 1249.49 ms [2020-12-22 02:37:38 main:574] : INFO : Epoch 920 | loss: 0.0311409 | val_loss: 0.0311689 | Time: 1269.61 ms [2020-12-22 02:37:39 main:574] : INFO : Epoch 921 | loss: 0.0311367 | val_loss: 0.0311702 | Time: 1249.77 ms [2020-12-22 02:37:41 main:574] : INFO : Epoch 922 | loss: 0.0311371 | val_loss: 0.0311689 | Time: 1265.38 ms [2020-12-22 02:37:42 main:574] : INFO : Epoch 923 | loss: 0.031136 | val_loss: 0.0311786 | Time: 1251.15 ms [2020-12-22 02:37:43 main:574] : INFO : Epoch 924 | loss: 0.0311386 | val_loss: 0.0311683 | Time: 1291.11 ms [2020-12-22 02:37:44 main:574] : INFO : Epoch 925 | loss: 0.0311341 | val_loss: 0.0311671 | Time: 1260.43 ms [2020-12-22 02:37:46 main:574] : INFO : Epoch 926 | loss: 0.0311337 | val_loss: 0.0311716 | Time: 1250.03 ms [2020-12-22 02:37:47 main:574] : INFO : Epoch 927 | loss: 0.0311402 | val_loss: 0.0311652 | Time: 1247.32 ms [2020-12-22 02:37:48 main:574] : INFO : Epoch 928 | loss: 0.0311382 | val_loss: 0.031164 | Time: 1268.91 ms [2020-12-22 02:37:49 main:574] : INFO : Epoch 929 | loss: 0.0311411 | val_loss: 0.031172 | Time: 1252.14 ms [2020-12-22 02:37:51 main:574] : INFO : Epoch 930 | loss: 0.031155 | val_loss: 0.031166 | Time: 1243.61 ms [2020-12-22 02:37:52 main:574] : INFO : Epoch 931 | loss: 0.0311565 | val_loss: 0.0311672 | Time: 1245.69 ms [2020-12-22 02:37:53 main:574] : INFO : Epoch 932 | loss: 0.0311547 | val_loss: 0.031172 | Time: 1269.76 ms [2020-12-22 02:37:54 main:574] : INFO : Epoch 933 | loss: 0.0311565 | val_loss: 0.0311833 | Time: 1247 ms [2020-12-22 02:37:56 main:574] : INFO : Epoch 934 | loss: 0.0311572 | val_loss: 0.0311725 | Time: 1249.62 ms [2020-12-22 02:37:57 main:574] : INFO : Epoch 935 | loss: 0.0311532 | val_loss: 0.031167 | Time: 1248.99 ms [2020-12-22 02:37:58 main:574] : INFO : Epoch 936 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1271.52 ms [2020-12-22 02:38:00 main:574] : INFO : Epoch 937 | loss: 0.0311487 | val_loss: 0.031162 | Time: 1262.23 ms [2020-12-22 02:38:01 main:574] : INFO : Epoch 938 | loss: 0.0311485 | val_loss: 0.0311679 | Time: 1256.16 ms [2020-12-22 02:38:02 main:574] : INFO : Epoch 939 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 1255.24 ms [2020-12-22 02:38:03 main:574] : INFO : Epoch 940 | loss: 0.0311474 | val_loss: 0.0311645 | Time: 1276.06 ms [2020-12-22 02:38:05 main:574] : INFO : Epoch 941 | loss: 0.0311442 | val_loss: 0.0311655 | Time: 1251.66 ms [2020-12-22 02:38:06 main:574] : INFO : Epoch 942 | loss: 0.0311461 | val_loss: 0.031175 | Time: 1250.05 ms [2020-12-22 02:38:07 main:574] : INFO : Epoch 943 | loss: 0.0311444 | val_loss: 0.0311617 | Time: 1245.32 ms [2020-12-22 02:38:08 main:574] : INFO : Epoch 944 | loss: 0.031139 | val_loss: 0.0311645 | Time: 1271.92 ms [2020-12-22 02:38:10 main:574] : INFO : Epoch 945 | loss: 0.0311424 | val_loss: 0.0311625 | Time: 1256.45 ms [2020-12-22 02:38:11 main:574] : INFO : Epoch 946 | loss: 0.0311391 | val_loss: 0.0311628 | Time: 1257.43 ms [2020-12-22 02:38:12 main:574] : INFO : Epoch 947 | loss: 0.0311405 | val_loss: 0.0311656 | Time: 1251.12 ms [2020-12-22 02:38:13 main:574] : INFO : Epoch 948 | loss: 0.0311498 | val_loss: 0.0311688 | Time: 1280.19 ms [2020-12-22 02:38:15 main:574] : INFO : Epoch 949 | loss: 0.0311459 | val_loss: 0.0311739 | Time: 1248.03 ms [2020-12-22 02:38:16 main:574] : INFO : Epoch 950 | loss: 0.0311501 | val_loss: 0.0311656 | Time: 1254.43 ms [2020-12-22 02:38:17 main:574] : INFO : Epoch 951 | loss: 0.0311422 | val_loss: 0.0311645 | Time: 1253.88 ms [2020-12-22 02:38:18 main:574] : INFO : Epoch 952 | loss: 0.0311385 | val_loss: 0.0311642 | Time: 1276.59 ms [2020-12-22 02:38:20 main:574] : INFO : Epoch 953 | loss: 0.031139 | val_loss: 0.0311664 | Time: 1252.79 ms [2020-12-22 02:38:21 main:574] : INFO : Epoch 954 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 1248.85 ms [2020-12-22 02:38:22 main:574] : INFO : Epoch 955 | loss: 0.0311419 | val_loss: 0.0311653 | Time: 1254.81 ms [2020-12-22 02:38:24 main:574] : INFO : Epoch 956 | loss: 0.0311409 | val_loss: 0.0311659 | Time: 1266.95 ms [2020-12-22 02:38:25 main:574] : INFO : Epoch 957 | loss: 0.0311403 | val_loss: 0.0311687 | Time: 1249.03 ms [2020-12-22 02:38:26 main:574] : INFO : Epoch 958 | loss: 0.0311396 | val_loss: 0.0311727 | Time: 1257.03 ms [2020-12-22 02:38:27 main:574] : INFO : Epoch 959 | loss: 0.0311372 | val_loss: 0.0311673 | Time: 1259.02 ms [2020-12-22 02:38:29 main:574] : INFO : Epoch 960 | loss: 0.0311338 | val_loss: 0.0311649 | Time: 1276.81 ms [2020-12-22 02:38:30 main:574] : INFO : Epoch 961 | loss: 0.0311347 | val_loss: 0.0311649 | Time: 1258.5 ms [2020-12-22 02:38:31 main:574] : INFO : Epoch 962 | loss: 0.0311435 | val_loss: 0.0311707 | Time: 1245.14 ms [2020-12-22 02:38:32 main:574] : INFO : Epoch 963 | loss: 0.0311376 | val_loss: 0.0311718 | Time: 1257.38 ms [2020-12-22 02:38:34 main:574] : INFO : Epoch 964 | loss: 0.0311365 | val_loss: 0.0311679 | Time: 1271.5 ms [2020-12-22 02:38:35 main:574] : INFO : Epoch 965 | loss: 0.031133 | val_loss: 0.031168 | Time: 1251.55 ms [2020-12-22 02:38:36 main:574] : INFO : Epoch 966 | loss: 0.0311332 | val_loss: 0.0311685 | Time: 1246.92 ms [2020-12-22 02:38:37 main:574] : INFO : Epoch 967 | loss: 0.0311382 | val_loss: 0.0311695 | Time: 1248.96 ms [2020-12-22 02:38:39 main:574] : INFO : Epoch 968 | loss: 0.0311337 | val_loss: 0.0311657 | Time: 1289.17 ms [2020-12-22 02:38:40 main:574] : INFO : Epoch 969 | loss: 0.0311322 | val_loss: 0.0311667 | Time: 1249.2 ms [2020-12-22 02:38:41 main:574] : INFO : Epoch 970 | loss: 0.0311313 | val_loss: 0.0311642 | Time: 1265.94 ms [2020-12-22 02:38:43 main:574] : INFO : Epoch 971 | loss: 0.0311325 | val_loss: 0.031179 | Time: 1253.38 ms [2020-12-22 02:38:44 main:574] : INFO : Epoch 972 | loss: 0.0311342 | val_loss: 0.0311746 | Time: 1270.14 ms [2020-12-22 02:38:45 main:574] : INFO : Epoch 973 | loss: 0.0311338 | val_loss: 0.031174 | Time: 1255.86 ms [2020-12-22 02:38:46 main:574] : INFO : Epoch 974 | loss: 0.0311336 | val_loss: 0.0311667 | Time: 1245.77 ms [2020-12-22 02:38:48 main:574] : INFO : Epoch 975 | loss: 0.0311364 | val_loss: 0.0311699 | Time: 1251.22 ms [2020-12-22 02:38:49 main:574] : INFO : Epoch 976 | loss: 0.0311334 | val_loss: 0.0311665 | Time: 1267.28 ms [2020-12-22 02:38:50 main:574] : INFO : Epoch 977 | loss: 0.0311323 | val_loss: 0.0311659 | Time: 1256.62 ms [2020-12-22 02:38:51 main:574] : INFO : Epoch 978 | loss: 0.0311347 | val_loss: 0.0311685 | Time: 1251.68 ms [2020-12-22 02:38:53 main:574] : INFO : Epoch 979 | loss: 0.0311363 | val_loss: 0.0311682 | Time: 1254.38 ms [2020-12-22 02:38:54 main:574] : INFO : Epoch 980 | loss: 0.0311362 | val_loss: 0.0311683 | Time: 1281.92 ms [2020-12-22 02:38:55 main:574] : INFO : Epoch 981 | loss: 0.0311339 | val_loss: 0.0311711 | Time: 1250.42 ms [2020-12-22 02:38:56 main:574] : INFO : Epoch 982 | loss: 0.0311282 | val_loss: 0.0311749 | Time: 1252.46 ms [2020-12-22 02:38:58 main:574] : INFO : Epoch 983 | loss: 0.0311343 | val_loss: 0.0311797 | Time: 1252.17 ms [2020-12-22 02:38:59 main:574] : INFO : Epoch 984 | loss: 0.0311344 | val_loss: 0.0311745 | Time: 1283.82 ms [2020-12-22 02:39:00 main:574] : INFO : Epoch 985 | loss: 0.0311298 | val_loss: 0.0311747 | Time: 1248.6 ms [2020-12-22 02:39:01 main:574] : INFO : Epoch 986 | loss: 0.0311299 | val_loss: 0.0311766 | Time: 1265.27 ms [2020-12-22 02:39:03 main:574] : INFO : Epoch 987 | loss: 0.0311314 | val_loss: 0.0311781 | Time: 1256.79 ms [2020-12-22 02:39:04 main:574] : INFO : Epoch 988 | loss: 0.0311306 | val_loss: 0.0311682 | Time: 1276.14 ms [2020-12-22 02:39:05 main:574] : INFO : Epoch 989 | loss: 0.0311328 | val_loss: 0.0311671 | Time: 1254.37 ms [2020-12-22 02:39:07 main:574] : INFO : Epoch 990 | loss: 0.0311337 | val_loss: 0.0311692 | Time: 1255.93 ms [2020-12-22 02:39:08 main:574] : INFO : Epoch 991 | loss: 0.031132 | val_loss: 0.03117 | Time: 1268.14 ms [2020-12-22 02:39:09 main:574] : INFO : Epoch 992 | loss: 0.0311386 | val_loss: 0.031165 | Time: 1270.13 ms [2020-12-22 02:39:10 main:574] : INFO : Epoch 993 | loss: 0.0311384 | val_loss: 0.0311687 | Time: 1256.63 ms [2020-12-22 02:39:12 main:574] : INFO : Epoch 994 | loss: 0.0311375 | val_loss: 0.0311657 | Time: 1262.94 ms [2020-12-22 02:39:13 main:574] : INFO : Epoch 995 | loss: 0.0311385 | val_loss: 0.0311636 | Time: 1261.64 ms [2020-12-22 02:39:14 main:574] : INFO : Epoch 996 | loss: 0.0311383 | val_loss: 0.0311679 | Time: 1299.45 ms [2020-12-22 02:39:15 main:574] : INFO : Epoch 997 | loss: 0.031144 | val_loss: 0.031165 | Time: 1250.18 ms [2020-12-22 02:39:17 main:574] : INFO : Epoch 998 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 1247.43 ms [2020-12-22 02:39:18 main:574] : INFO : Epoch 999 | loss: 0.0311385 | val_loss: 0.0311661 | Time: 1272.19 ms [2020-12-22 02:39:19 main:574] : INFO : Epoch 1000 | loss: 0.0311343 | val_loss: 0.0311774 | Time: 1261.67 ms [2020-12-22 02:39:20 main:574] : INFO : Epoch 1001 | loss: 0.0311331 | val_loss: 0.0311654 | Time: 1249.03 ms [2020-12-22 02:39:22 main:574] : INFO : Epoch 1002 | loss: 0.0311314 | val_loss: 0.0311666 | Time: 1251.14 ms [2020-12-22 02:39:23 main:574] : INFO : Epoch 1003 | loss: 0.0311291 | val_loss: 0.031166 | Time: 1276.23 ms [2020-12-22 02:39:24 main:574] : INFO : Epoch 1004 | loss: 0.0311271 | val_loss: 0.0311697 | Time: 1254.72 ms [2020-12-22 02:39:26 main:574] : INFO : Epoch 1005 | loss: 0.0311255 | val_loss: 0.0311709 | Time: 1254.8 ms [2020-12-22 02:39:27 main:574] : INFO : Epoch 1006 | loss: 0.0311259 | val_loss: 0.0311675 | Time: 1251.96 ms [2020-12-22 02:39:28 main:574] : INFO : Epoch 1007 | loss: 0.031124 | val_loss: 0.0311703 | Time: 1285.45 ms [2020-12-22 02:39:29 main:574] : INFO : Epoch 1008 | loss: 0.0311286 | val_loss: 0.0311721 | Time: 1247.07 ms [2020-12-22 02:39:31 main:574] : INFO : Epoch 1009 | loss: 0.0311268 | val_loss: 0.0311665 | Time: 1244.63 ms [2020-12-22 02:39:32 main:574] : INFO : Epoch 1010 | loss: 0.0311267 | val_loss: 0.0311721 | Time: 1261.26 ms [2020-12-22 02:39:33 main:574] : INFO : Epoch 1011 | loss: 0.0311259 | val_loss: 0.031168 | Time: 1283.95 ms [2020-12-22 02:39:34 main:574] : INFO : Epoch 1012 | loss: 0.0311264 | val_loss: 0.0311699 | Time: 1247.57 ms [2020-12-22 02:39:36 main:574] : INFO : Epoch 1013 | loss: 0.031127 | val_loss: 0.0311701 | Time: 1244.34 ms [2020-12-22 02:39:37 main:574] : INFO : Epoch 1014 | loss: 0.031127 | val_loss: 0.0311739 | Time: 1246.51 ms [2020-12-22 02:39:38 main:574] : INFO : Epoch 1015 | loss: 0.0311324 | val_loss: 0.0311712 | Time: 1273.53 ms [2020-12-22 02:39:39 main:574] : INFO : Epoch 1016 | loss: 0.03113 | val_loss: 0.0311666 | Time: 1241.63 ms [2020-12-22 02:39:41 main:574] : INFO : Epoch 1017 | loss: 0.0311285 | val_loss: 0.0311799 | Time: 1248.03 ms [2020-12-22 02:39:42 main:574] : INFO : Epoch 1018 | loss: 0.031132 | val_loss: 0.0311649 | Time: 1268.66 ms [2020-12-22 02:39:43 main:574] : INFO : Epoch 1019 | loss: 0.0311318 | val_loss: 0.0311691 | Time: 1277.99 ms [2020-12-22 02:39:45 main:574] : INFO : Epoch 1020 | loss: 0.0311373 | val_loss: 0.0311745 | Time: 1249.49 ms [2020-12-22 02:39:46 main:574] : INFO : Epoch 1021 | loss: 0.031141 | val_loss: 0.0311768 | Time: 1263.13 ms [2020-12-22 02:39:47 main:574] : INFO : Epoch 1022 | loss: 0.0311381 | val_loss: 0.0311719 | Time: 1249.01 ms [2020-12-22 02:39:48 main:574] : INFO : Epoch 1023 | loss: 0.0311292 | val_loss: 0.0311689 | Time: 1275.34 ms [2020-12-22 02:39:50 main:574] : INFO : Epoch 1024 | loss: 0.03113 | val_loss: 0.0311783 | Time: 1247.65 ms [2020-12-22 02:39:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2020-12-22 02:39:50 main:603] : INFO : Saving end state to config to file [2020-12-22 02:39:50 main:608] : INFO : Success, exiting.. 02:39:50 (4912): 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)