Task 3271616
| Name | ParityMachine-1605115842-13964-8_0 |
| Workunit | 1544200 |
| Created | 14 Dec 2020, 3:37:15 UTC |
| Sent | 21 Dec 2020, 0:16:08 UTC |
| Report deadline | 28 Dec 2020, 0:16:08 UTC |
| Received | 21 Dec 2020, 12:50:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 21 sec |
| CPU time | 24 min 17 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>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311613 | val_loss: 0.0311782 | Time: 1443.59 ms [2020-12-21 06:37:32 main:581] : INFO : Epoch 511 | loss: 0.0311607 | val_loss: 0.0311813 | Time: 1438.24 ms [2020-12-21 06:37:33 main:581] : INFO : Epoch 512 | loss: 0.0311629 | val_loss: 0.0311777 | Time: 1419.44 ms [2020-12-21 06:37:35 main:581] : INFO : Epoch 513 | loss: 0.0311623 | val_loss: 0.0311803 | Time: 1430.78 ms [2020-12-21 06:37:36 main:581] : INFO : Epoch 514 | loss: 0.0311626 | val_loss: 0.0311771 | Time: 1434.32 ms [2020-12-21 06:37:38 main:581] : INFO : Epoch 515 | loss: 0.0311605 | val_loss: 0.0311822 | Time: 1430.83 ms [2020-12-21 06:37:39 main:581] : INFO : Epoch 516 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 1433.6 ms [2020-12-21 06:37:40 main:581] : INFO : Epoch 517 | loss: 0.0311629 | val_loss: 0.0311832 | Time: 1427.14 ms [2020-12-21 06:37:42 main:581] : INFO : Epoch 518 | loss: 0.0311618 | val_loss: 0.0311862 | Time: 1455.39 ms [2020-12-21 06:37:43 main:581] : INFO : Epoch 519 | loss: 0.0311617 | val_loss: 0.0311819 | Time: 1447.93 ms [2020-12-21 06:37:45 main:581] : INFO : Epoch 520 | loss: 0.0311613 | val_loss: 0.0311813 | Time: 1438.54 ms [2020-12-21 06:37:46 main:581] : INFO : Epoch 521 | loss: 0.0311613 | val_loss: 0.0311817 | Time: 1462.92 ms [2020-12-21 06:37:48 main:581] : INFO : Epoch 522 | loss: 0.0311601 | val_loss: 0.0311789 | Time: 1432.71 ms [2020-12-21 06:37:49 main:581] : INFO : Epoch 523 | loss: 0.0311596 | val_loss: 0.0311786 | Time: 1469.97 ms [2020-12-21 06:37:51 main:581] : INFO : Epoch 524 | loss: 0.0311595 | val_loss: 0.0311779 | Time: 1446.8 ms [2020-12-21 06:37:52 main:581] : INFO : Epoch 525 | loss: 0.0311612 | val_loss: 0.0311808 | Time: 1417.89 ms [2020-12-21 06:37:53 main:581] : INFO : Epoch 526 | loss: 0.0311612 | val_loss: 0.0311812 | Time: 1430.52 ms [2020-12-21 06:37:55 main:581] : INFO : Epoch 527 | loss: 0.0311614 | val_loss: 0.0311778 | Time: 1407.89 ms [2020-12-21 06:37:56 main:581] : INFO : Epoch 528 | loss: 0.0311611 | val_loss: 0.0311802 | Time: 1400.11 ms [2020-12-21 06:37:58 main:581] : INFO : Epoch 529 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 1426.11 ms [2020-12-21 06:37:59 main:581] : INFO : Epoch 530 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 1443.06 ms [2020-12-21 06:38:01 main:581] : INFO : Epoch 531 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 1435.93 ms [2020-12-21 06:38:02 main:581] : INFO : Epoch 532 | loss: 0.031163 | val_loss: 0.0311831 | Time: 1433.8 ms [2020-12-21 06:38:03 main:581] : INFO : Epoch 533 | loss: 0.0311655 | val_loss: 0.0311798 | Time: 1430.77 ms [2020-12-21 06:38:05 main:581] : INFO : Epoch 534 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 1418.14 ms [2020-12-21 06:38:06 main:581] : INFO : Epoch 535 | loss: 0.0311608 | val_loss: 0.0311773 | Time: 1412.01 ms [2020-12-21 06:38:08 main:581] : INFO : Epoch 536 | loss: 0.0311626 | val_loss: 0.0311799 | Time: 1396.38 ms [2020-12-21 06:38:09 main:581] : INFO : Epoch 537 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 1393.25 ms [2020-12-21 06:38:10 main:581] : INFO : Epoch 538 | loss: 0.0311642 | val_loss: 0.0311788 | Time: 1417.26 ms [2020-12-21 06:38:12 main:581] : INFO : Epoch 539 | loss: 0.0311614 | val_loss: 0.0311811 | Time: 1405.09 ms [2020-12-21 06:38:13 main:581] : INFO : Epoch 540 | loss: 0.0311642 | val_loss: 0.0311838 | Time: 1456.99 ms [2020-12-21 06:38:15 main:581] : INFO : Epoch 541 | loss: 0.0311622 | val_loss: 0.0311778 | Time: 1449.12 ms [2020-12-21 06:38:16 main:581] : INFO : Epoch 542 | loss: 0.031161 | val_loss: 0.0311795 | Time: 1464.56 ms [2020-12-21 06:38:18 main:581] : INFO : Epoch 543 | loss: 0.0311618 | val_loss: 0.0311784 | Time: 1447.81 ms [2020-12-21 06:38:19 main:581] : INFO : Epoch 544 | loss: 0.031163 | val_loss: 0.0311788 | Time: 1432.46 ms [2020-12-21 06:38:21 main:581] : INFO : Epoch 545 | loss: 0.0311641 | val_loss: 0.031186 | Time: 1429.87 ms [2020-12-21 06:38:22 main:581] : INFO : Epoch 546 | loss: 0.0311638 | val_loss: 0.0311839 | Time: 1425.73 ms [2020-12-21 06:38:23 main:581] : INFO : Epoch 547 | loss: 0.0311617 | val_loss: 0.031178 | Time: 1460.22 ms [2020-12-21 06:38:25 main:581] : INFO : Epoch 548 | loss: 0.0311589 | val_loss: 0.0311804 | Time: 1430.38 ms [2020-12-21 06:38:26 main:581] : INFO : Epoch 549 | loss: 0.0311593 | val_loss: 0.0311842 | Time: 1445.78 ms [2020-12-21 06:38:28 main:581] : INFO : Epoch 550 | loss: 0.03116 | val_loss: 0.0311792 | Time: 1434.31 ms [2020-12-21 06:38:29 main:581] : INFO : Epoch 551 | loss: 0.0311586 | val_loss: 0.0311782 | Time: 1439.48 ms [2020-12-21 06:38:31 main:581] : INFO : Epoch 552 | loss: 0.0311623 | val_loss: 0.031183 | Time: 1438.31 ms [2020-12-21 06:38:32 main:581] : INFO : Epoch 553 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 1478.2 ms [2020-12-21 06:38:34 main:581] : INFO : Epoch 554 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 1461.75 ms [2020-12-21 06:38:35 main:581] : INFO : Epoch 555 | loss: 0.0311632 | val_loss: 0.0311783 | Time: 1414.96 ms [2020-12-21 06:38:36 main:581] : INFO : Epoch 556 | loss: 0.0311627 | val_loss: 0.0311843 | Time: 1420.7 ms [2020-12-21 06:38:38 main:581] : INFO : Epoch 557 | loss: 0.0311622 | val_loss: 0.031182 | Time: 1407.84 ms [2020-12-21 06:38:39 main:581] : INFO : Epoch 558 | loss: 0.0311665 | val_loss: 0.0311817 | Time: 1436.68 ms [2020-12-21 06:38:41 main:581] : INFO : Epoch 559 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 1420.31 ms [2020-12-21 06:38:42 main:581] : INFO : Epoch 560 | loss: 0.0311627 | val_loss: 0.0311819 | Time: 1418.67 ms [2020-12-21 06:38:43 main:581] : INFO : Epoch 561 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 1375.85 ms [2020-12-21 06:38:45 main:581] : INFO : Epoch 562 | loss: 0.0311628 | val_loss: 0.031177 | Time: 1404.05 ms [2020-12-21 06:38:46 main:581] : INFO : Epoch 563 | loss: 0.031162 | val_loss: 0.031178 | Time: 1395.78 ms [2020-12-21 06:38:48 main:581] : INFO : Epoch 564 | loss: 0.0311594 | val_loss: 0.0311836 | Time: 1412.47 ms [2020-12-21 06:38:49 main:581] : INFO : Epoch 565 | loss: 0.0311616 | val_loss: 0.0311782 | Time: 1394.56 ms [2020-12-21 06:38:50 main:581] : INFO : Epoch 566 | loss: 0.0311624 | val_loss: 0.0311798 | Time: 1417.99 ms [2020-12-21 06:38:52 main:581] : INFO : Epoch 567 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 1390.92 ms [2020-12-21 06:38:53 main:581] : INFO : Epoch 568 | loss: 0.031162 | val_loss: 0.0311801 | Time: 1400.58 ms [2020-12-21 06:38:55 main:581] : INFO : Epoch 569 | loss: 0.03116 | val_loss: 0.0311787 | Time: 1401.56 ms [2020-12-21 06:38:56 main:581] : INFO : Epoch 570 | loss: 0.0311609 | val_loss: 0.0311814 | Time: 1390.34 ms [2020-12-21 06:38:57 main:581] : INFO : Epoch 571 | loss: 0.0311598 | val_loss: 0.0311791 | Time: 1406.96 ms [2020-12-21 06:38:59 main:581] : INFO : Epoch 572 | loss: 0.0311591 | val_loss: 0.0311794 | Time: 1403.93 ms [2020-12-21 06:39:00 main:581] : INFO : Epoch 573 | loss: 0.0311586 | val_loss: 0.0311783 | Time: 1408.74 ms [2020-12-21 06:39:02 main:581] : INFO : Epoch 574 | loss: 0.0311582 | val_loss: 0.0311786 | Time: 1413.56 ms [2020-12-21 06:39:03 main:581] : INFO : Epoch 575 | loss: 0.0311587 | val_loss: 0.03118 | Time: 1383.55 ms [2020-12-21 06:39:04 main:581] : INFO : Epoch 576 | loss: 0.03116 | val_loss: 0.0311805 | Time: 1411.57 ms [2020-12-21 06:39:06 main:581] : INFO : Epoch 577 | loss: 0.0311606 | val_loss: 0.0311794 | Time: 1391.77 ms [2020-12-21 06:39:07 main:581] : INFO : Epoch 578 | loss: 0.0311598 | val_loss: 0.031183 | Time: 1413.2 ms [2020-12-21 06:39:09 main:581] : INFO : Epoch 579 | loss: 0.0311612 | val_loss: 0.0311809 | Time: 1396.81 ms [2020-12-21 06:39:10 main:581] : INFO : Epoch 580 | loss: 0.0311583 | val_loss: 0.0311798 | Time: 1404.18 ms [2020-12-21 06:39:11 main:581] : INFO : Epoch 581 | loss: 0.0311594 | val_loss: 0.0311806 | Time: 1392.47 ms [2020-12-21 06:39:13 main:581] : INFO : Epoch 582 | loss: 0.0311589 | val_loss: 0.0311788 | Time: 1425.98 ms [2020-12-21 06:39:14 main:581] : INFO : Epoch 583 | loss: 0.031158 | val_loss: 0.0311817 | Time: 1426.36 ms [2020-12-21 06:39:16 main:581] : INFO : Epoch 584 | loss: 0.0311586 | val_loss: 0.0311812 | Time: 1416.64 ms [2020-12-21 06:39:17 main:581] : INFO : Epoch 585 | loss: 0.0311577 | val_loss: 0.0311801 | Time: 1432.6 ms [2020-12-21 06:39:19 main:581] : INFO : Epoch 586 | loss: 0.0311585 | val_loss: 0.0311799 | Time: 1430.24 ms [2020-12-21 06:39:20 main:581] : INFO : Epoch 587 | loss: 0.0311609 | val_loss: 0.0311805 | Time: 1419.86 ms [2020-12-21 06:39:21 main:581] : INFO : Epoch 588 | loss: 0.0311601 | val_loss: 0.0311821 | Time: 1426.91 ms [2020-12-21 06:39:23 main:581] : INFO : Epoch 589 | loss: 0.0311596 | val_loss: 0.0311847 | Time: 1452.88 ms [2020-12-21 06:39:24 main:581] : INFO : Epoch 590 | loss: 0.0311632 | val_loss: 0.0311794 | Time: 1439.47 ms [2020-12-21 06:39:26 main:581] : INFO : Epoch 591 | loss: 0.031161 | val_loss: 0.0311801 | Time: 1381.98 ms [2020-12-21 06:39:27 main:581] : INFO : Epoch 592 | loss: 0.03116 | val_loss: 0.0311804 | Time: 1554.15 ms [2020-12-21 06:39:29 main:581] : INFO : Epoch 593 | loss: 0.0311601 | val_loss: 0.0311786 | Time: 1459.43 ms [2020-12-21 06:39:30 main:581] : INFO : Epoch 594 | loss: 0.0311592 | val_loss: 0.0311796 | Time: 1433.02 ms [2020-12-21 06:39:32 main:581] : INFO : Epoch 595 | loss: 0.0311616 | val_loss: 0.0311816 | Time: 1424.1 ms [2020-12-21 06:39:33 main:581] : INFO : Epoch 596 | loss: 0.0311591 | val_loss: 0.031183 | Time: 1430.01 ms [2020-12-21 06:39:34 main:581] : INFO : Epoch 597 | loss: 0.0311617 | val_loss: 0.0311819 | Time: 1428.52 ms [2020-12-21 06:39:36 main:581] : INFO : Epoch 598 | loss: 0.0311686 | val_loss: 0.0312072 | Time: 1428.98 ms [2020-12-21 06:39:37 main:581] : INFO : Epoch 599 | loss: 0.0311881 | val_loss: 0.0311847 | Time: 1461.34 ms [2020-12-21 06:39:39 main:581] : INFO : Epoch 600 | loss: 0.0311732 | val_loss: 0.0311856 | Time: 1529.63 ms [2020-12-21 06:39:40 main:581] : INFO : Epoch 601 | loss: 0.0311669 | val_loss: 0.0311903 | Time: 1526.4 ms [2020-12-21 06:39:42 main:581] : INFO : Epoch 602 | loss: 0.031165 | val_loss: 0.0311813 | Time: 1467.47 ms [2020-12-21 06:39:43 main:581] : INFO : Epoch 603 | loss: 0.0311628 | val_loss: 0.0311871 | Time: 1456.18 ms [2020-12-21 06:39:45 main:581] : INFO : Epoch 604 | loss: 0.0311635 | val_loss: 0.0311867 | Time: 1440.66 ms [2020-12-21 06:39:46 main:581] : INFO : Epoch 605 | loss: 0.0311652 | val_loss: 0.0311853 | Time: 1442.75 ms [2020-12-21 06:39:48 main:581] : INFO : Epoch 606 | loss: 0.0311645 | val_loss: 0.0311772 | Time: 1455.41 ms [2020-12-21 06:39:49 main:581] : INFO : Epoch 607 | loss: 0.0311612 | val_loss: 0.0311794 | Time: 1458.29 ms [2020-12-21 06:39:51 main:581] : INFO : Epoch 608 | loss: 0.0311595 | val_loss: 0.031179 | Time: 1455.77 ms [2020-12-21 06:39:52 main:581] : INFO : Epoch 609 | loss: 0.0311584 | val_loss: 0.0311788 | Time: 1434.64 ms [2020-12-21 06:39:53 main:581] : INFO : Epoch 610 | loss: 0.0311594 | val_loss: 0.0311821 | Time: 1443.76 ms [2020-12-21 06:39:55 main:581] : INFO : Epoch 611 | loss: 0.0311583 | val_loss: 0.031181 | Time: 1435.2 ms [2020-12-21 06:39:56 main:581] : INFO : Epoch 612 | loss: 0.0311624 | val_loss: 0.0311811 | Time: 1449.36 ms [2020-12-21 06:39:58 main:581] : INFO : Epoch 613 | loss: 0.0311593 | val_loss: 0.03118 | Time: 1432.12 ms [2020-12-21 06:39:59 main:581] : INFO : Epoch 614 | loss: 0.0311615 | val_loss: 0.031179 | Time: 1418.88 ms [2020-12-21 06:40:01 main:581] : INFO : Epoch 615 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 1387.73 ms [2020-12-21 06:40:02 main:581] : INFO : Epoch 616 | loss: 0.0311618 | val_loss: 0.0311842 | Time: 1381.1 ms [2020-12-21 06:40:03 main:581] : INFO : Epoch 617 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1391.97 ms [2020-12-21 06:40:05 main:581] : INFO : Epoch 618 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 1410.11 ms [2020-12-21 06:40:06 main:581] : INFO : Epoch 619 | loss: 0.0311713 | val_loss: 0.0311827 | Time: 1392.82 ms [2020-12-21 06:40:08 main:581] : INFO : Epoch 620 | loss: 0.031171 | val_loss: 0.0311837 | Time: 1396.5 ms [2020-12-21 06:40:09 main:581] : INFO : Epoch 621 | loss: 0.0311698 | val_loss: 0.0311819 | Time: 1422.55 ms [2020-12-21 06:40:10 main:581] : INFO : Epoch 622 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 1399.45 ms [2020-12-21 06:40:12 main:581] : INFO : Epoch 623 | loss: 0.0311678 | val_loss: 0.0311779 | Time: 1403.08 ms [2020-12-21 06:40:13 main:581] : INFO : Epoch 624 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 1371.99 ms [2020-12-21 06:40:15 main:581] : INFO : Epoch 625 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 1393.19 ms [2020-12-21 06:40:16 main:581] : INFO : Epoch 626 | loss: 0.0311659 | val_loss: 0.0311785 | Time: 1392.36 ms [2020-12-21 06:40:17 main:581] : INFO : Epoch 627 | loss: 0.031167 | val_loss: 0.031181 | Time: 1389.74 ms [2020-12-21 06:40:19 main:581] : INFO : Epoch 628 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 1381.83 ms [2020-12-21 06:40:20 main:581] : INFO : Epoch 629 | loss: 0.0311653 | val_loss: 0.0311808 | Time: 1383.22 ms [2020-12-21 06:40:21 main:581] : INFO : Epoch 630 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 1389.09 ms [2020-12-21 06:40:23 main:581] : INFO : Epoch 631 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 1393.56 ms [2020-12-21 06:40:24 main:581] : INFO : Epoch 632 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 1399.67 ms [2020-12-21 06:40:26 main:581] : INFO : Epoch 633 | loss: 0.0311645 | val_loss: 0.0311774 | Time: 1393.93 ms [2020-12-21 06:40:27 main:581] : INFO : Epoch 634 | loss: 0.031164 | val_loss: 0.0311811 | Time: 1389.59 ms [2020-12-21 06:40:28 main:581] : INFO : Epoch 635 | loss: 0.031165 | val_loss: 0.0311796 | Time: 1399.46 ms [2020-12-21 06:40:30 main:581] : INFO : Epoch 636 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 1387.63 ms [2020-12-21 06:40:31 main:581] : INFO : Epoch 637 | loss: 0.0311637 | val_loss: 0.031179 | Time: 1377.59 ms [2020-12-21 06:40:33 main:581] : INFO : Epoch 638 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 1377.61 ms [2020-12-21 06:40:34 main:581] : INFO : Epoch 639 | loss: 0.0311637 | val_loss: 0.0311792 | Time: 1383.39 ms [2020-12-21 06:40:35 main:581] : INFO : Epoch 640 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 1393.01 ms [2020-12-21 06:40:37 main:581] : INFO : Epoch 641 | loss: 0.0311633 | val_loss: 0.0311786 | Time: 1413.28 ms [2020-12-21 06:40:38 main:581] : INFO : Epoch 642 | loss: 0.0311632 | val_loss: 0.0311795 | Time: 1410.85 ms [2020-12-21 06:40:40 main:581] : INFO : Epoch 643 | loss: 0.0311637 | val_loss: 0.0311784 | Time: 1405.79 ms [2020-12-21 06:40:41 main:581] : INFO : Epoch 644 | loss: 0.031164 | val_loss: 0.0311778 | Time: 1391.6 ms [2020-12-21 06:40:42 main:581] : INFO : Epoch 645 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 1408.76 ms [2020-12-21 06:40:44 main:581] : INFO : Epoch 646 | loss: 0.0311642 | val_loss: 0.0311785 | Time: 1404.86 ms [2020-12-21 06:40:45 main:581] : INFO : Epoch 647 | loss: 0.031163 | val_loss: 0.0311776 | Time: 1398.42 ms [2020-12-21 06:40:47 main:581] : INFO : Epoch 648 | loss: 0.0311623 | val_loss: 0.0311762 | Time: 1386.35 ms [2020-12-21 06:40:48 main:581] : INFO : Epoch 649 | loss: 0.0311617 | val_loss: 0.0311772 | Time: 1417.19 ms [2020-12-21 06:40:49 main:581] : INFO : Epoch 650 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 1395.61 ms [2020-12-21 06:40:51 main:581] : INFO : Epoch 651 | loss: 0.0311621 | val_loss: 0.0311767 | Time: 1402.94 ms [2020-12-21 06:40:52 main:581] : INFO : Epoch 652 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 1401.42 ms [2020-12-21 06:40:54 main:581] : INFO : Epoch 653 | loss: 0.0311616 | val_loss: 0.0311785 | Time: 1381.84 ms [2020-12-21 06:40:55 main:581] : INFO : Epoch 654 | loss: 0.0311629 | val_loss: 0.03118 | Time: 1385.13 ms [2020-12-21 06:40:56 main:581] : INFO : Epoch 655 | loss: 0.0311644 | val_loss: 0.0311799 | Time: 1400.44 ms [2020-12-21 06:40:58 main:581] : INFO : Epoch 656 | loss: 0.0311675 | val_loss: 0.0311782 | Time: 1390.62 ms [2020-12-21 06:40:59 main:581] : INFO : Epoch 657 | loss: 0.031169 | val_loss: 0.0311764 | Time: 1434.58 ms [2020-12-21 06:41:01 main:581] : INFO : Epoch 658 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 1393.87 ms [2020-12-21 06:41:02 main:581] : INFO : Epoch 659 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 1408.77 ms [2020-12-21 06:41:03 main:581] : INFO : Epoch 660 | loss: 0.0311683 | val_loss: 0.0311823 | Time: 1397.71 ms [2020-12-21 06:41:05 main:581] : INFO : Epoch 661 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 1431.43 ms [2020-12-21 06:41:06 main:581] : INFO : Epoch 662 | loss: 0.0311653 | val_loss: 0.0311785 | Time: 1421.48 ms [2020-12-21 06:41:08 main:581] : INFO : Epoch 663 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 1421.81 ms [2020-12-21 06:41:09 main:581] : INFO : Epoch 664 | loss: 0.0311642 | val_loss: 0.0311771 | Time: 1419.19 ms [2020-12-21 06:41:11 main:581] : INFO : Epoch 665 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 1415.19 ms [2020-12-21 06:41:12 main:581] : INFO : Epoch 666 | loss: 0.0311648 | val_loss: 0.0311823 | Time: 1414.93 ms [2020-12-21 06:41:13 main:581] : INFO : Epoch 667 | loss: 0.031166 | val_loss: 0.0311749 | Time: 1416.5 ms [2020-12-21 06:41:15 main:581] : INFO : Epoch 668 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1408.74 ms [2020-12-21 06:41:16 main:581] : INFO : Epoch 669 | loss: 0.0311641 | val_loss: 0.0311812 | Time: 1417.95 ms [2020-12-21 06:41:18 main:581] : INFO : Epoch 670 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 1429.14 ms [2020-12-21 06:41:19 main:581] : INFO : Epoch 671 | loss: 0.031164 | val_loss: 0.0311788 | Time: 1423.66 ms [2020-12-21 06:41:20 main:581] : INFO : Epoch 672 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 1438.35 ms [2020-12-21 06:41:22 main:581] : INFO : Epoch 673 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 1400.98 ms [2020-12-21 06:41:23 main:581] : INFO : Epoch 674 | loss: 0.0311625 | val_loss: 0.0311767 | Time: 1418.55 ms [2020-12-21 06:41:25 main:581] : INFO : Epoch 675 | loss: 0.031164 | val_loss: 0.031182 | Time: 1413.68 ms [2020-12-21 06:41:26 main:581] : INFO : Epoch 676 | loss: 0.031165 | val_loss: 0.031177 | Time: 1415.27 ms [2020-12-21 06:41:28 main:581] : INFO : Epoch 677 | loss: 0.0311613 | val_loss: 0.0311777 | Time: 1430.76 ms [2020-12-21 06:41:29 main:581] : INFO : Epoch 678 | loss: 0.0311615 | val_loss: 0.0311772 | Time: 1429.13 ms [2020-12-21 06:41:30 main:581] : INFO : Epoch 679 | loss: 0.0311613 | val_loss: 0.0311774 | Time: 1422.22 ms [2020-12-21 06:41:32 main:581] : INFO : Epoch 680 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 1411.93 ms [2020-12-21 06:41:33 main:581] : INFO : Epoch 681 | loss: 0.0311624 | val_loss: 0.0311783 | Time: 1432.25 ms [2020-12-21 06:41:35 main:581] : INFO : Epoch 682 | loss: 0.031167 | val_loss: 0.0311755 | Time: 1444.61 ms [2020-12-21 06:41:36 main:581] : INFO : Epoch 683 | loss: 0.0311643 | val_loss: 0.031178 | Time: 1421.12 ms [2020-12-21 06:41:38 main:581] : INFO : Epoch 684 | loss: 0.0311635 | val_loss: 0.0311814 | Time: 1407.62 ms [2020-12-21 06:41:39 main:581] : INFO : Epoch 685 | loss: 0.031165 | val_loss: 0.0311781 | Time: 1413.87 ms [2020-12-21 06:41:40 main:581] : INFO : Epoch 686 | loss: 0.0311633 | val_loss: 0.031177 | Time: 1441.89 ms [2020-12-21 06:41:42 main:581] : INFO : Epoch 687 | loss: 0.0311626 | val_loss: 0.0311859 | Time: 1430.57 ms [2020-12-21 06:41:43 main:581] : INFO : Epoch 688 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 1442.29 ms [2020-12-21 06:41:45 main:581] : INFO : Epoch 689 | loss: 0.0311617 | val_loss: 0.0311815 | Time: 1425.85 ms [2020-12-21 06:41:46 main:581] : INFO : Epoch 690 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 1433.97 ms [2020-12-21 06:41:48 main:581] : INFO : Epoch 691 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 1424.03 ms [2020-12-21 06:41:49 main:581] : INFO : Epoch 692 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 1416.48 ms [2020-12-21 06:41:50 main:581] : INFO : Epoch 693 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 1408.6 ms [2020-12-21 06:41:52 main:581] : INFO : Epoch 694 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1404.63 ms [2020-12-21 06:41:53 main:581] : INFO : Epoch 695 | loss: 0.0311645 | val_loss: 0.0311743 | Time: 1428.6 ms [2020-12-21 06:41:55 main:581] : INFO : Epoch 696 | loss: 0.031163 | val_loss: 0.031176 | Time: 1444.52 ms [2020-12-21 06:41:56 main:581] : INFO : Epoch 697 | loss: 0.0311661 | val_loss: 0.031175 | Time: 1438.24 ms [2020-12-21 06:41:57 main:581] : INFO : Epoch 698 | loss: 0.0311622 | val_loss: 0.0311772 | Time: 1408.85 ms [2020-12-21 06:41:59 main:581] : INFO : Epoch 699 | loss: 0.0311609 | val_loss: 0.0311764 | Time: 1419.21 ms [2020-12-21 06:42:00 main:581] : INFO : Epoch 700 | loss: 0.0311619 | val_loss: 0.0311805 | Time: 1422.87 ms [2020-12-21 06:42:02 main:581] : INFO : Epoch 701 | loss: 0.0311625 | val_loss: 0.0311817 | Time: 1448.7 ms [2020-12-21 06:42:03 main:581] : INFO : Epoch 702 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 1436.45 ms [2020-12-21 06:42:05 main:581] : INFO : Epoch 703 | loss: 0.0311605 | val_loss: 0.0311754 | Time: 1419.26 ms [2020-12-21 06:42:06 main:581] : INFO : Epoch 704 | loss: 0.0311614 | val_loss: 0.03118 | Time: 1425.92 ms [2020-12-21 06:42:07 main:581] : INFO : Epoch 705 | loss: 0.031161 | val_loss: 0.0311768 | Time: 1428.07 ms [2020-12-21 06:42:09 main:581] : INFO : Epoch 706 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 1411.73 ms [2020-12-21 06:42:10 main:581] : INFO : Epoch 707 | loss: 0.0311631 | val_loss: 0.0311761 | Time: 1426.8 ms [2020-12-21 06:42:12 main:581] : INFO : Epoch 708 | loss: 0.0311655 | val_loss: 0.0311803 | Time: 1428.2 ms [2020-12-21 06:42:13 main:581] : INFO : Epoch 709 | loss: 0.0311635 | val_loss: 0.031176 | Time: 1441.26 ms [2020-12-21 06:42:15 main:581] : INFO : Epoch 710 | loss: 0.031162 | val_loss: 0.0311756 | Time: 1432.57 ms [2020-12-21 06:42:16 main:581] : INFO : Epoch 711 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 1424.51 ms [2020-12-21 06:42:17 main:581] : INFO : Epoch 712 | loss: 0.0311619 | val_loss: 0.031176 | Time: 1437.81 ms [2020-12-21 06:42:19 main:581] : INFO : Epoch 713 | loss: 0.0311604 | val_loss: 0.0311758 | Time: 1423.23 ms [2020-12-21 06:42:20 main:581] : INFO : Epoch 714 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 1413.16 ms [2020-12-21 06:42:22 main:581] : INFO : Epoch 715 | loss: 0.0311608 | val_loss: 0.0311774 | Time: 1433.31 ms [2020-12-21 06:42:23 main:581] : INFO : Epoch 716 | loss: 0.0311604 | val_loss: 0.0311769 | Time: 1419.58 ms [2020-12-21 06:42:25 main:581] : INFO : Epoch 717 | loss: 0.031161 | val_loss: 0.0311751 | Time: 1432.94 ms [2020-12-21 06:42:26 main:581] : INFO : Epoch 718 | loss: 0.0311604 | val_loss: 0.0311762 | Time: 1408.84 ms [2020-12-21 06:42:27 main:581] : INFO : Epoch 719 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 1414.48 ms [2020-12-21 06:42:29 main:581] : INFO : Epoch 720 | loss: 0.0311594 | val_loss: 0.0311779 | Time: 1415.72 ms [2020-12-21 06:42:30 main:581] : INFO : Epoch 721 | loss: 0.031159 | val_loss: 0.0311777 | Time: 1422.9 ms [2020-12-21 06:42:32 main:581] : INFO : Epoch 722 | loss: 0.0311608 | val_loss: 0.0311802 | Time: 1436.11 ms [2020-12-21 06:42:33 main:581] : INFO : Epoch 723 | loss: 0.0311598 | val_loss: 0.0311776 | Time: 1426.41 ms [2020-12-21 06:42:35 main:581] : INFO : Epoch 724 | loss: 0.0311594 | val_loss: 0.0311776 | Time: 1446.81 ms [2020-12-21 06:42:36 main:581] : INFO : Epoch 725 | loss: 0.0311613 | val_loss: 0.0311768 | Time: 1409.1 ms [2020-12-21 06:42:37 main:581] : INFO : Epoch 726 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 1425.78 ms [2020-12-21 06:42:39 main:581] : INFO : Epoch 727 | loss: 0.0311641 | val_loss: 0.0311748 | Time: 1417.69 ms [2020-12-21 06:42:40 main:581] : INFO : Epoch 728 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 1411.09 ms [2020-12-21 06:42:42 main:581] : INFO : Epoch 729 | loss: 0.031164 | val_loss: 0.0311757 | Time: 1416.88 ms [2020-12-21 06:42:43 main:581] : INFO : Epoch 730 | loss: 0.0311622 | val_loss: 0.0311792 | Time: 1398.46 ms [2020-12-21 06:42:44 main:581] : INFO : Epoch 731 | loss: 0.0311634 | val_loss: 0.0311846 | Time: 1415.54 ms [2020-12-21 06:42:46 main:581] : INFO : Epoch 732 | loss: 0.0311656 | val_loss: 0.0311786 | Time: 1414.86 ms [2020-12-21 06:42:47 main:581] : INFO : Epoch 733 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 1428.63 ms [2020-12-21 06:42:49 main:581] : INFO : Epoch 734 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 1386.1 ms [2020-12-21 06:42:50 main:581] : INFO : Epoch 735 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 1415.99 ms [2020-12-21 06:42:52 main:581] : INFO : Epoch 736 | loss: 0.0311619 | val_loss: 0.0311773 | Time: 1417.15 ms [2020-12-21 06:42:53 main:581] : INFO : Epoch 737 | loss: 0.0311605 | val_loss: 0.0311772 | Time: 1433.82 ms [2020-12-21 06:42:54 main:581] : INFO : Epoch 738 | loss: 0.0311599 | val_loss: 0.0311788 | Time: 1415.86 ms [2020-12-21 06:42:56 main:581] : INFO : Epoch 739 | loss: 0.0311603 | val_loss: 0.031177 | Time: 1427.73 ms [2020-12-21 06:42:57 main:581] : INFO : Epoch 740 | loss: 0.031159 | val_loss: 0.0311764 | Time: 1408.45 ms [2020-12-21 06:42:59 main:581] : INFO : Epoch 741 | loss: 0.0311594 | val_loss: 0.0311788 | Time: 1413.89 ms [2020-12-21 06:43:00 main:581] : INFO : Epoch 742 | loss: 0.0311597 | val_loss: 0.0311801 | Time: 1402.9 ms [2020-12-21 06:43:01 main:581] : INFO : Epoch 743 | loss: 0.0311595 | val_loss: 0.0311782 | Time: 1408.59 ms [2020-12-21 06:43:03 main:581] : INFO : Epoch 744 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 1437.67 ms [2020-12-21 06:43:04 main:581] : INFO : Epoch 745 | loss: 0.03116 | val_loss: 0.0311768 | Time: 1392.49 ms [2020-12-21 06:43:06 main:581] : INFO : Epoch 746 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 1432.66 ms [2020-12-21 06:43:07 main:581] : INFO : Epoch 747 | loss: 0.0311604 | val_loss: 0.0311766 | Time: 1423.52 ms [2020-12-21 06:43:09 main:581] : INFO : Epoch 748 | loss: 0.03116 | val_loss: 0.0311761 | Time: 1418.52 ms [2020-12-21 06:43:10 main:581] : INFO : Epoch 749 | loss: 0.0311584 | val_loss: 0.031179 | Time: 1410.25 ms [2020-12-21 06:43:11 main:581] : INFO : Epoch 750 | loss: 0.0311611 | val_loss: 0.0311767 | Time: 1402.42 ms [2020-12-21 06:43:13 main:581] : INFO : Epoch 751 | loss: 0.0311619 | val_loss: 0.0311819 | Time: 1422.54 ms [2020-12-21 06:43:14 main:581] : INFO : Epoch 752 | loss: 0.0311587 | val_loss: 0.0311769 | Time: 1403.46 ms [2020-12-21 06:43:16 main:581] : INFO : Epoch 753 | loss: 0.0311606 | val_loss: 0.0311796 | Time: 1406.27 ms [2020-12-21 06:43:17 main:581] : INFO : Epoch 754 | loss: 0.0311585 | val_loss: 0.0311789 | Time: 1419.37 ms [2020-12-21 06:43:18 main:581] : INFO : Epoch 755 | loss: 0.031158 | val_loss: 0.0311788 | Time: 1398.95 ms [2020-12-21 06:43:20 main:581] : INFO : Epoch 756 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 1421.16 ms [2020-12-21 06:43:21 main:581] : INFO : Epoch 757 | loss: 0.03116 | val_loss: 0.031179 | Time: 1403.48 ms [2020-12-21 06:43:23 main:581] : INFO : Epoch 758 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 1403.61 ms [2020-12-21 06:43:24 main:581] : INFO : Epoch 759 | loss: 0.0311601 | val_loss: 0.0311775 | Time: 1414.9 ms [2020-12-21 06:43:25 main:581] : INFO : Epoch 760 | loss: 0.0311588 | val_loss: 0.0311783 | Time: 1420.97 ms [2020-12-21 06:43:27 main:581] : INFO : Epoch 761 | loss: 0.0311631 | val_loss: 0.0311816 | Time: 1408.12 ms [2020-12-21 06:43:28 main:581] : INFO : Epoch 762 | loss: 0.0311615 | val_loss: 0.0311775 | Time: 1415.13 ms [2020-12-21 06:43:30 main:581] : INFO : Epoch 763 | loss: 0.0311579 | val_loss: 0.0311763 | Time: 1439.73 ms [2020-12-21 06:43:31 main:581] : INFO : Epoch 764 | loss: 0.0311588 | val_loss: 0.0311799 | Time: 1451.41 ms [2020-12-21 06:43:33 main:581] : INFO : Epoch 765 | loss: 0.0311618 | val_loss: 0.0311796 | Time: 1422.11 ms [2020-12-21 06:43:34 main:581] : INFO : Epoch 766 | loss: 0.0311603 | val_loss: 0.0311794 | Time: 1437.66 ms [2020-12-21 06:43:36 main:581] : INFO : Epoch 767 | loss: 0.0311622 | val_loss: 0.0311786 | Time: 1448.36 ms [2020-12-21 06:43:37 main:581] : INFO : Epoch 768 | loss: 0.0311602 | val_loss: 0.0311798 | Time: 1464.81 ms [2020-12-21 06:43:38 main:581] : INFO : Epoch 769 | loss: 0.0311573 | val_loss: 0.0311765 | Time: 1474.38 ms [2020-12-21 06:43:40 main:581] : INFO : Epoch 770 | loss: 0.0311569 | val_loss: 0.0311771 | Time: 1456.84 ms [2020-12-21 06:43:41 main:581] : INFO : Epoch 771 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 1457.09 ms [2020-12-21 06:43:43 main:581] : INFO : Epoch 772 | loss: 0.0311573 | val_loss: 0.0311778 | Time: 1427.76 ms [2020-12-21 06:43:44 main:581] : INFO : Epoch 773 | loss: 0.0311579 | val_loss: 0.0311775 | Time: 1444.03 ms [2020-12-21 06:43:46 main:581] : INFO : Epoch 774 | loss: 0.0311594 | val_loss: 0.0311758 | Time: 1415.22 ms [2020-12-21 06:43:47 main:581] : INFO : Epoch 775 | loss: 0.0311593 | val_loss: 0.0311755 | Time: 1428.59 ms [2020-12-21 06:43:49 main:581] : INFO : Epoch 776 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 1429.31 ms [2020-12-21 06:43:50 main:581] : INFO : Epoch 777 | loss: 0.0311625 | val_loss: 0.031175 | Time: 1430.4 ms [2020-12-21 06:43:51 main:581] : INFO : Epoch 778 | loss: 0.031161 | val_loss: 0.0311744 | Time: 1442.36 ms [2020-12-21 06:43:53 main:581] : INFO : Epoch 779 | loss: 0.031161 | val_loss: 0.0311774 | Time: 1439.85 ms [2020-12-21 06:43:54 main:581] : INFO : Epoch 780 | loss: 0.0311605 | val_loss: 0.0311755 | Time: 1433.43 ms [2020-12-21 06:43:56 main:581] : INFO : Epoch 781 | loss: 0.0311586 | val_loss: 0.0311769 | Time: 1439.61 ms [2020-12-21 06:43:57 main:581] : INFO : Epoch 782 | loss: 0.0311583 | val_loss: 0.0311788 | Time: 1407.14 ms [2020-12-21 06:43:59 main:581] : INFO : Epoch 783 | loss: 0.0311587 | val_loss: 0.031174 | Time: 1459.27 ms [2020-12-21 06:44:00 main:581] : INFO : Epoch 784 | loss: 0.0311586 | val_loss: 0.0311768 | Time: 1432.04 ms [2020-12-21 06:44:01 main:581] : INFO : Epoch 785 | loss: 0.0311574 | val_loss: 0.0311762 | Time: 1449.84 ms [2020-12-21 06:44:03 main:581] : INFO : Epoch 786 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 1445.72 ms [2020-12-21 06:44:04 main:581] : INFO : Epoch 787 | loss: 0.0311649 | val_loss: 0.0311801 | Time: 1444.91 ms [2020-12-21 06:44:06 main:581] : INFO : Epoch 788 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 1458 ms [2020-12-21 06:44:07 main:581] : INFO : Epoch 789 | loss: 0.031169 | val_loss: 0.0311788 | Time: 1461.48 ms [2020-12-21 06:44:09 main:581] : INFO : Epoch 790 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 1461.21 ms [2020-12-21 06:44:10 main:581] : INFO : Epoch 791 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 1474.2 ms [2020-12-21 06:44:12 main:581] : INFO : Epoch 792 | loss: 0.0311657 | val_loss: 0.031178 | Time: 1465.71 ms [2020-12-21 06:44:13 main:581] : INFO : Epoch 793 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 1475.55 ms [2020-12-21 06:44:15 main:581] : INFO : Epoch 794 | loss: 0.0311652 | val_loss: 0.0311774 | Time: 1466.64 ms [2020-12-21 06:44:16 main:581] : INFO : Epoch 795 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1458.16 ms [2020-12-21 06:44:18 main:581] : INFO : Epoch 796 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 1466.82 ms [2020-12-21 06:44:19 main:581] : INFO : Epoch 797 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 1444.45 ms [2020-12-21 06:44:20 main:581] : INFO : Epoch 798 | loss: 0.031164 | val_loss: 0.031176 | Time: 1454.02 ms [2020-12-21 06:44:22 main:581] : INFO : Epoch 799 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 1465.41 ms [2020-12-21 06:44:23 main:581] : INFO : Epoch 800 | loss: 0.0311643 | val_loss: 0.0311755 | Time: 1464.43 ms [2020-12-21 06:44:25 main:581] : INFO : Epoch 801 | loss: 0.0311637 | val_loss: 0.0311745 | Time: 1441.71 ms [2020-12-21 06:44:26 main:581] : INFO : Epoch 802 | loss: 0.0311633 | val_loss: 0.0311775 | Time: 1445.48 ms [2020-12-21 06:44:28 main:581] : INFO : Epoch 803 | loss: 0.0311654 | val_loss: 0.0311762 | Time: 1467.15 ms [2020-12-21 06:44:29 main:581] : INFO : Epoch 804 | loss: 0.0311666 | val_loss: 0.0311783 | Time: 1497.49 ms [2020-12-21 06:44:31 main:581] : INFO : Epoch 805 | loss: 0.0311656 | val_loss: 0.0311759 | Time: 1452.53 ms [2020-12-21 06:44:32 main:581] : INFO : Epoch 806 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 1464.19 ms [2020-12-21 06:44:34 main:581] : INFO : Epoch 807 | loss: 0.0311646 | val_loss: 0.0311786 | Time: 1479.16 ms [2020-12-21 06:44:35 main:581] : INFO : Epoch 808 | loss: 0.0311646 | val_loss: 0.0311819 | Time: 1472.13 ms [2020-12-21 06:44:37 main:581] : INFO : Epoch 809 | loss: 0.0311649 | val_loss: 0.0311778 | Time: 1455.07 ms [2020-12-21 06:44:38 main:581] : INFO : Epoch 810 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 1435.45 ms [2020-12-21 06:44:39 main:581] : INFO : Epoch 811 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 1440.97 ms [2020-12-21 06:44:41 main:581] : INFO : Epoch 812 | loss: 0.0311658 | val_loss: 0.0311783 | Time: 1465.74 ms [2020-12-21 06:44:42 main:581] : INFO : Epoch 813 | loss: 0.0311638 | val_loss: 0.0311779 | Time: 1450.8 ms [2020-12-21 06:44:44 main:581] : INFO : Epoch 814 | loss: 0.0311613 | val_loss: 0.031177 | Time: 1432.62 ms [2020-12-21 06:44:45 main:581] : INFO : Epoch 815 | loss: 0.0311619 | val_loss: 0.0311838 | Time: 1438.96 ms [2020-12-21 06:44:47 main:581] : INFO : Epoch 816 | loss: 0.0311634 | val_loss: 0.0311776 | Time: 1454.09 ms [2020-12-21 06:44:48 main:581] : INFO : Epoch 817 | loss: 0.0311628 | val_loss: 0.0311775 | Time: 1418.71 ms [2020-12-21 06:44:49 main:581] : INFO : Epoch 818 | loss: 0.0311603 | val_loss: 0.031177 | Time: 1429.12 ms [2020-12-21 06:44:51 main:581] : INFO : Epoch 819 | loss: 0.031161 | val_loss: 0.0311825 | Time: 1408.28 ms [2020-12-21 06:44:52 main:581] : INFO : Epoch 820 | loss: 0.0311612 | val_loss: 0.0311837 | Time: 1409.29 ms [2020-12-21 06:44:54 main:581] : INFO : Epoch 821 | loss: 0.0311619 | val_loss: 0.0311813 | Time: 1425.48 ms [2020-12-21 06:44:55 main:581] : INFO : Epoch 822 | loss: 0.0311615 | val_loss: 0.0311784 | Time: 1392.03 ms [2020-12-21 06:44:57 main:581] : INFO : Epoch 823 | loss: 0.0311596 | val_loss: 0.0311796 | Time: 1417.69 ms [2020-12-21 06:44:58 main:581] : INFO : Epoch 824 | loss: 0.031159 | val_loss: 0.0311803 | Time: 1418.69 ms [2020-12-21 06:44:59 main:581] : INFO : Epoch 825 | loss: 0.0311597 | val_loss: 0.0311771 | Time: 1427.44 ms [2020-12-21 06:45:01 main:581] : INFO : Epoch 826 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 1423.49 ms [2020-12-21 06:45:02 main:581] : INFO : Epoch 827 | loss: 0.0311596 | val_loss: 0.0311797 | Time: 1417.99 ms [2020-12-21 06:45:04 main:581] : INFO : Epoch 828 | loss: 0.0311594 | val_loss: 0.0311777 | Time: 1416.14 ms [2020-12-21 06:45:05 main:581] : INFO : Epoch 829 | loss: 0.0311593 | val_loss: 0.0311797 | Time: 1446.41 ms [2020-12-21 06:45:07 main:581] : INFO : Epoch 830 | loss: 0.0311594 | val_loss: 0.031177 | Time: 1423.58 ms [2020-12-21 06:45:08 main:581] : INFO : Epoch 831 | loss: 0.03116 | val_loss: 0.0311818 | Time: 1461.81 ms [2020-12-21 06:45:09 main:581] : INFO : Epoch 832 | loss: 0.0311631 | val_loss: 0.0311811 | Time: 1427.81 ms [2020-12-21 06:45:11 main:581] : INFO : Epoch 833 | loss: 0.0311619 | val_loss: 0.0311826 | Time: 1448.04 ms [2020-12-21 06:45:12 main:581] : INFO : Epoch 834 | loss: 0.0311597 | val_loss: 0.0311832 | Time: 1440.05 ms [2020-12-21 06:45:14 main:581] : INFO : Epoch 835 | loss: 0.031168 | val_loss: 0.0311847 | Time: 1428.63 ms [2020-12-21 06:45:15 main:581] : INFO : Epoch 836 | loss: 0.0311663 | val_loss: 0.0311807 | Time: 1441.45 ms [2020-12-21 06:45:17 main:581] : INFO : Epoch 837 | loss: 0.0311645 | val_loss: 0.0311802 | Time: 1428.1 ms [2020-12-21 06:45:18 main:581] : INFO : Epoch 838 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 1433.82 ms [2020-12-21 06:45:19 main:581] : INFO : Epoch 839 | loss: 0.031163 | val_loss: 0.0311759 | Time: 1444.25 ms [2020-12-21 06:45:21 main:581] : INFO : Epoch 840 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 1443.07 ms [2020-12-21 06:45:22 main:581] : INFO : Epoch 841 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 1426.67 ms [2020-12-21 06:45:24 main:581] : INFO : Epoch 842 | loss: 0.0311633 | val_loss: 0.0311798 | Time: 1435.23 ms [2020-12-21 06:45:25 main:581] : INFO : Epoch 843 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 1424.94 ms [2020-12-21 06:45:27 main:581] : INFO : Epoch 844 | loss: 0.0311612 | val_loss: 0.0311773 | Time: 1434.95 ms [2020-12-21 06:45:28 main:581] : INFO : Epoch 845 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 1412.33 ms [2020-12-21 06:45:29 main:581] : INFO : Epoch 846 | loss: 0.0311621 | val_loss: 0.0311749 | Time: 1412.61 ms [2020-12-21 06:45:31 main:581] : INFO : Epoch 847 | loss: 0.0311611 | val_loss: 0.0311777 | Time: 1405.56 ms [2020-12-21 06:45:32 main:581] : INFO : Epoch 848 | loss: 0.0311608 | val_loss: 0.0311769 | Time: 1459.11 ms [2020-12-21 06:45:34 main:581] : INFO : Epoch 849 | loss: 0.0311599 | val_loss: 0.0311774 | Time: 1426.03 ms [2020-12-21 06:45:35 main:581] : INFO : Epoch 850 | loss: 0.0311596 | val_loss: 0.0311774 | Time: 1415.96 ms [2020-12-21 06:45:37 main:581] : INFO : Epoch 851 | loss: 0.03116 | val_loss: 0.0311785 | Time: 1390.26 ms [2020-12-21 06:45:38 main:581] : INFO : Epoch 852 | loss: 0.0311596 | val_loss: 0.0311769 | Time: 1412.65 ms [2020-12-21 06:45:39 main:581] : INFO : Epoch 853 | loss: 0.0311598 | val_loss: 0.0311791 | Time: 1383.11 ms [2020-12-21 06:45:41 main:581] : INFO : Epoch 854 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 1402.56 ms [2020-12-21 06:45:42 main:581] : INFO : Epoch 855 | loss: 0.0311628 | val_loss: 0.031178 | Time: 1430.21 ms [2020-12-21 06:45:44 main:581] : INFO : Epoch 856 | loss: 0.0311611 | val_loss: 0.0311793 | Time: 1446.04 ms [2020-12-21 06:45:45 main:581] : INFO : Epoch 857 | loss: 0.0311718 | val_loss: 0.0312098 | Time: 1415.75 ms [2020-12-21 06:45:47 main:581] : INFO : Epoch 858 | loss: 0.0347441 | val_loss: 0.0324505 | Time: 1442.63 ms [2020-12-21 06:45:48 main:581] : INFO : Epoch 859 | loss: 0.0484135 | val_loss: 0.0374471 | Time: 1409.26 ms [2020-12-21 06:45:49 main:581] : INFO : Epoch 860 | loss: 0.034674 | val_loss: 0.0318875 | Time: 1411.67 ms [2020-12-21 06:45:51 main:581] : INFO : Epoch 861 | loss: 0.0317011 | val_loss: 0.0313808 | Time: 1438.78 ms [2020-12-21 06:45:52 main:581] : INFO : Epoch 862 | loss: 0.0313344 | val_loss: 0.0312591 | Time: 1411.31 ms [2020-12-21 06:45:54 main:581] : INFO : Epoch 863 | loss: 0.0312625 | val_loss: 0.0312515 | Time: 1394.46 ms [2020-12-21 06:45:55 main:581] : INFO : Epoch 864 | loss: 0.031246 | val_loss: 0.0312407 | Time: 1400 ms [2020-12-21 06:45:56 main:581] : INFO : Epoch 865 | loss: 0.0312367 | val_loss: 0.0312325 | Time: 1419.34 ms [2020-12-21 06:45:58 main:581] : INFO : Epoch 866 | loss: 0.0312292 | val_loss: 0.0312262 | Time: 1417.47 ms [2020-12-21 06:45:59 main:581] : INFO : Epoch 867 | loss: 0.0312228 | val_loss: 0.0312203 | Time: 1394.22 ms [2020-12-21 06:46:01 main:581] : INFO : Epoch 868 | loss: 0.0312168 | val_loss: 0.0312148 | Time: 1407.09 ms [2020-12-21 06:46:02 main:581] : INFO : Epoch 869 | loss: 0.0312114 | val_loss: 0.0312099 | Time: 1392.17 ms [2020-12-21 06:46:03 main:581] : INFO : Epoch 870 | loss: 0.0312065 | val_loss: 0.0312057 | Time: 1382.79 ms [2020-12-21 06:46:05 main:581] : INFO : Epoch 871 | loss: 0.0312016 | val_loss: 0.0312022 | Time: 1410.03 ms [2020-12-21 06:46:06 main:581] : INFO : Epoch 872 | loss: 0.0311982 | val_loss: 0.0311993 | Time: 1392.42 ms [2020-12-21 06:46:08 main:581] : INFO : Epoch 873 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 1392.22 ms [2020-12-21 06:46:09 main:581] : INFO : Epoch 874 | loss: 0.0311938 | val_loss: 0.0311949 | Time: 1417.05 ms [2020-12-21 06:46:10 main:581] : INFO : Epoch 875 | loss: 0.0311926 | val_loss: 0.0311934 | Time: 1416.19 ms [2020-12-21 06:46:12 main:581] : INFO : Epoch 876 | loss: 0.0311915 | val_loss: 0.0311926 | Time: 1426.68 ms [2020-12-21 06:46:13 main:581] : INFO : Epoch 877 | loss: 0.0311907 | val_loss: 0.0311916 | Time: 1425.88 ms [2020-12-21 06:46:15 main:581] : INFO : Epoch 878 | loss: 0.0311901 | val_loss: 0.0311912 | Time: 1424.32 ms [2020-12-21 06:46:16 main:581] : INFO : Epoch 879 | loss: 0.03119 | val_loss: 0.0311921 | Time: 1390 ms [2020-12-21 06:46:17 main:581] : INFO : Epoch 880 | loss: 0.0311896 | val_loss: 0.0311906 | Time: 1398.56 ms [2020-12-21 06:46:19 main:581] : INFO : Epoch 881 | loss: 0.0311889 | val_loss: 0.0311903 | Time: 1435.71 ms [2020-12-21 06:46:20 main:581] : INFO : Epoch 882 | loss: 0.0311888 | val_loss: 0.0311898 | Time: 1405.16 ms [2020-12-21 06:46:22 main:581] : INFO : Epoch 883 | loss: 0.0311889 | val_loss: 0.0311903 | Time: 1467.79 ms [2020-12-21 06:46:23 main:581] : INFO : Epoch 884 | loss: 0.0311881 | val_loss: 0.0311889 | Time: 1459.47 ms [2020-12-21 06:46:25 main:581] : INFO : Epoch 885 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 1437.29 ms [2020-12-21 06:46:26 main:581] : INFO : Epoch 886 | loss: 0.0311872 | val_loss: 0.0311887 | Time: 1430.45 ms [2020-12-21 06:46:28 main:581] : INFO : Epoch 887 | loss: 0.031187 | val_loss: 0.0311884 | Time: 1424.97 ms [2020-12-21 06:46:29 main:581] : INFO : Epoch 888 | loss: 0.0311864 | val_loss: 0.0311881 | Time: 1422.87 ms [2020-12-21 06:46:30 main:581] : INFO : Epoch 889 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 1406.98 ms [2020-12-21 06:46:32 main:581] : INFO : Epoch 890 | loss: 0.0311861 | val_loss: 0.0311876 | Time: 1449.22 ms [2020-12-21 06:46:33 main:581] : INFO : Epoch 891 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 1450.11 ms [2020-12-21 06:46:35 main:581] : INFO : Epoch 892 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 1411.85 ms [2020-12-21 06:46:36 main:581] : INFO : Epoch 893 | loss: 0.0311858 | val_loss: 0.0311895 | Time: 1433.1 ms [2020-12-21 06:46:38 main:581] : INFO : Epoch 894 | loss: 0.0311864 | val_loss: 0.0311917 | Time: 1443.79 ms [2020-12-21 06:46:39 main:581] : INFO : Epoch 895 | loss: 0.0311859 | val_loss: 0.0311887 | Time: 1434.6 ms [2020-12-21 06:46:40 main:581] : INFO : Epoch 896 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 1421.27 ms [2020-12-21 06:46:42 main:581] : INFO : Epoch 897 | loss: 0.0311867 | val_loss: 0.0311883 | Time: 1418.13 ms [2020-12-21 06:46:43 main:581] : INFO : Epoch 898 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 1433.59 ms [2020-12-21 06:46:45 main:581] : INFO : Epoch 899 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 1435.91 ms [2020-12-21 06:46:46 main:581] : INFO : Epoch 900 | loss: 0.0311847 | val_loss: 0.0311865 | Time: 1453.29 ms [2020-12-21 06:46:48 main:581] : INFO : Epoch 901 | loss: 0.0311841 | val_loss: 0.0311873 | Time: 1420.52 ms [2020-12-21 06:46:49 main:581] : INFO : Epoch 902 | loss: 0.0311843 | val_loss: 0.0311875 | Time: 1419.05 ms [2020-12-21 06:46:50 main:581] : INFO : Epoch 903 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 1446.95 ms [2020-12-21 06:46:52 main:581] : INFO : Epoch 904 | loss: 0.031185 | val_loss: 0.031187 | Time: 1428.81 ms [2020-12-21 06:46:53 main:581] : INFO : Epoch 905 | loss: 0.0311834 | val_loss: 0.0311863 | Time: 1453.68 ms [2020-12-21 06:46:55 main:581] : INFO : Epoch 906 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 1413.11 ms [2020-12-21 06:46:56 main:581] : INFO : Epoch 907 | loss: 0.0311827 | val_loss: 0.0311859 | Time: 1410.44 ms [2020-12-21 06:46:58 main:581] : INFO : Epoch 908 | loss: 0.0311832 | val_loss: 0.031186 | Time: 1406.86 ms [2020-12-21 06:46:59 main:581] : INFO : Epoch 909 | loss: 0.0311826 | val_loss: 0.031185 | Time: 1398.9 ms [2020-12-21 06:47:00 main:581] : INFO : Epoch 910 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 1394.95 ms [2020-12-21 06:47:02 main:581] : INFO : Epoch 911 | loss: 0.0311821 | val_loss: 0.0311846 | Time: 1404.13 ms [2020-12-21 06:47:03 main:581] : INFO : Epoch 912 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 1401.87 ms [2020-12-21 06:47:05 main:581] : INFO : Epoch 913 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1402.86 ms [2020-12-21 06:47:06 main:581] : INFO : Epoch 914 | loss: 0.0311821 | val_loss: 0.0311853 | Time: 1402.47 ms [2020-12-21 06:47:07 main:581] : INFO : Epoch 915 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 1421.49 ms [2020-12-21 06:47:09 main:581] : INFO : Epoch 916 | loss: 0.031182 | val_loss: 0.031185 | Time: 1396.98 ms [2020-12-21 06:47:10 main:581] : INFO : Epoch 917 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 1408.37 ms [2020-12-21 06:47:12 main:581] : INFO : Epoch 918 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 1399.8 ms [2020-12-21 06:47:13 main:581] : INFO : Epoch 919 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 1418.25 ms [2020-12-21 06:47:14 main:581] : INFO : Epoch 920 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 1396.13 ms [2020-12-21 06:47:16 main:581] : INFO : Epoch 921 | loss: 0.0311802 | val_loss: 0.0311843 | Time: 1403.41 ms [2020-12-21 06:47:17 main:581] : INFO : Epoch 922 | loss: 0.0311805 | val_loss: 0.0311843 | Time: 1438.08 ms [2020-12-21 06:47:19 main:581] : INFO : Epoch 923 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 1400.45 ms [2020-12-21 06:47:20 main:581] : INFO : Epoch 924 | loss: 0.0311798 | val_loss: 0.0311845 | Time: 1405.19 ms [2020-12-21 06:47:21 main:581] : INFO : Epoch 925 | loss: 0.0311798 | val_loss: 0.0311852 | Time: 1416.87 ms [2020-12-21 06:47:23 main:581] : INFO : Epoch 926 | loss: 0.0311801 | val_loss: 0.0311848 | Time: 1435.97 ms [2020-12-21 06:47:24 main:581] : INFO : Epoch 927 | loss: 0.03118 | val_loss: 0.0311843 | Time: 1416.39 ms [2020-12-21 06:47:26 main:581] : INFO : Epoch 928 | loss: 0.0311804 | val_loss: 0.0311842 | Time: 1404.57 ms [2020-12-21 06:47:27 main:581] : INFO : Epoch 929 | loss: 0.0311803 | val_loss: 0.0311841 | Time: 1432.84 ms [2020-12-21 06:47:29 main:581] : INFO : Epoch 930 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 1394.49 ms [2020-12-21 06:47:30 main:581] : INFO : Epoch 931 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 1399.32 ms [2020-12-21 06:47:31 main:581] : INFO : Epoch 932 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 1404.07 ms [2020-12-21 06:47:33 main:581] : INFO : Epoch 933 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 1403.81 ms [2020-12-21 06:47:34 main:581] : INFO : Epoch 934 | loss: 0.0311804 | val_loss: 0.0311858 | Time: 1380.64 ms [2020-12-21 06:47:36 main:581] : INFO : Epoch 935 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 1408.63 ms [2020-12-21 06:47:37 main:581] : INFO : Epoch 936 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 1416.22 ms [2020-12-21 06:47:38 main:581] : INFO : Epoch 937 | loss: 0.0311787 | val_loss: 0.0311832 | Time: 1422.9 ms [2020-12-21 06:47:40 main:581] : INFO : Epoch 938 | loss: 0.0311785 | val_loss: 0.031183 | Time: 1399.31 ms [2020-12-21 06:47:41 main:581] : INFO : Epoch 939 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 1415.28 ms [2020-12-21 06:47:43 main:581] : INFO : Epoch 940 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1385.86 ms [2020-12-21 06:47:44 main:581] : INFO : Epoch 941 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1376.47 ms [2020-12-21 06:47:45 main:581] : INFO : Epoch 942 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 1381.63 ms [2020-12-21 06:47:47 main:581] : INFO : Epoch 943 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 1383.85 ms [2020-12-21 06:47:48 main:581] : INFO : Epoch 944 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 1379.48 ms [2020-12-21 06:47:49 main:581] : INFO : Epoch 945 | loss: 0.0311798 | val_loss: 0.0311922 | Time: 1376.61 ms [2020-12-21 06:47:51 main:581] : INFO : Epoch 946 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 1381.01 ms [2020-12-21 06:47:52 main:581] : INFO : Epoch 947 | loss: 0.031178 | val_loss: 0.0311832 | Time: 1384.18 ms [2020-12-21 06:47:54 main:581] : INFO : Epoch 948 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 1379.98 ms [2020-12-21 06:47:55 main:581] : INFO : Epoch 949 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 1378.65 ms [2020-12-21 06:47:56 main:581] : INFO : Epoch 950 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 1377.08 ms [2020-12-21 06:47:58 main:581] : INFO : Epoch 951 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 1381.78 ms [2020-12-21 06:47:59 main:581] : INFO : Epoch 952 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 1403.18 ms [2020-12-21 06:48:01 main:581] : INFO : Epoch 953 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 1387.58 ms [2020-12-21 06:48:02 main:581] : INFO : Epoch 954 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 1375.93 ms [2020-12-21 06:48:03 main:581] : INFO : Epoch 955 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 1381 ms [2020-12-21 06:48:05 main:581] : INFO : Epoch 956 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 1380.24 ms [2020-12-21 06:48:06 main:581] : INFO : Epoch 957 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 1382.31 ms [2020-12-21 06:48:07 main:581] : INFO : Epoch 958 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 1385.89 ms [2020-12-21 06:48:09 main:581] : INFO : Epoch 959 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 1382.42 ms [2020-12-21 06:48:10 main:581] : INFO : Epoch 960 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1383.29 ms [2020-12-21 06:48:12 main:581] : INFO : Epoch 961 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 1381.29 ms [2020-12-21 06:48:13 main:581] : INFO : Epoch 962 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 1399.79 ms [2020-12-21 06:48:14 main:581] : INFO : Epoch 963 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 1394.44 ms [2020-12-21 06:48:16 main:581] : INFO : Epoch 964 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 1386.68 ms [2020-12-21 06:48:17 main:581] : INFO : Epoch 965 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 1394.26 ms [2020-12-21 06:48:19 main:581] : INFO : Epoch 966 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 1376.16 ms [2020-12-21 06:48:20 main:581] : INFO : Epoch 967 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 1389.42 ms [2020-12-21 06:48:21 main:581] : INFO : Epoch 968 | loss: 0.0311762 | val_loss: 0.0311835 | Time: 1379.42 ms [2020-12-21 06:48:23 main:581] : INFO : Epoch 969 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 1380.17 ms [2020-12-21 06:48:24 main:581] : INFO : Epoch 970 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 1402.9 ms [2020-12-21 06:48:26 main:581] : INFO : Epoch 971 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1384.94 ms [2020-12-21 06:48:27 main:581] : INFO : Epoch 972 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 1400.64 ms [2020-12-21 06:48:28 main:581] : INFO : Epoch 973 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 1384.17 ms [2020-12-21 06:48:30 main:581] : INFO : Epoch 974 | loss: 0.0311754 | val_loss: 0.031181 | Time: 1398.97 ms [2020-12-21 06:48:31 main:581] : INFO : Epoch 975 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 1373.44 ms [2020-12-21 06:48:32 main:581] : INFO : Epoch 976 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 1384.35 ms [2020-12-21 06:48:34 main:581] : INFO : Epoch 977 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 1390.89 ms [2020-12-21 06:48:35 main:581] : INFO : Epoch 978 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 1387.99 ms [2020-12-21 06:48:37 main:581] : INFO : Epoch 979 | loss: 0.0311753 | val_loss: 0.0311845 | Time: 1389.49 ms [2020-12-21 06:48:38 main:581] : INFO : Epoch 980 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 1421.62 ms [2020-12-21 06:48:39 main:581] : INFO : Epoch 981 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 1395.73 ms [2020-12-21 06:48:41 main:581] : INFO : Epoch 982 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 1373 ms [2020-12-21 06:48:42 main:581] : INFO : Epoch 983 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 1402.57 ms [2020-12-21 06:48:44 main:581] : INFO : Epoch 984 | loss: 0.0311753 | val_loss: 0.0311834 | Time: 1402.14 ms [2020-12-21 06:48:45 main:581] : INFO : Epoch 985 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 1379.13 ms [2020-12-21 06:48:46 main:581] : INFO : Epoch 986 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 1386.1 ms [2020-12-21 06:48:48 main:581] : INFO : Epoch 987 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 1411.18 ms [2020-12-21 06:48:49 main:581] : INFO : Epoch 988 | loss: 0.0311762 | val_loss: 0.0311832 | Time: 1377.34 ms [2020-12-21 06:48:51 main:581] : INFO : Epoch 989 | loss: 0.0311754 | val_loss: 0.031182 | Time: 1394.47 ms [2020-12-21 06:48:52 main:581] : INFO : Epoch 990 | loss: 0.0311749 | val_loss: 0.031182 | Time: 1398.12 ms [2020-12-21 06:48:53 main:581] : INFO : Epoch 991 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 1411.17 ms [2020-12-21 06:48:55 main:581] : INFO : Epoch 992 | loss: 0.0311746 | val_loss: 0.0311848 | Time: 1379.86 ms [2020-12-21 06:48:56 main:581] : INFO : Epoch 993 | loss: 0.031176 | val_loss: 0.0311841 | Time: 1378.27 ms [2020-12-21 06:48:58 main:581] : INFO : Epoch 994 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 1387.33 ms [2020-12-21 06:48:59 main:581] : INFO : Epoch 995 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 1395.54 ms [2020-12-21 06:49:00 main:581] : INFO : Epoch 996 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 1382.2 ms [2020-12-21 06:49:02 main:581] : INFO : Epoch 997 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 1387.6 ms [2020-12-21 06:49:03 main:581] : INFO : Epoch 998 | loss: 0.031177 | val_loss: 0.0311847 | Time: 1388.52 ms [2020-12-21 06:49:04 main:581] : INFO : Epoch 999 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1385.54 ms [2020-12-21 06:49:06 main:581] : INFO : Epoch 1000 | loss: 0.0311755 | val_loss: 0.0311866 | Time: 1389.4 ms [2020-12-21 06:49:07 main:581] : INFO : Epoch 1001 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 1375.54 ms [2020-12-21 06:49:09 main:581] : INFO : Epoch 1002 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 1390.07 ms [2020-12-21 06:49:10 main:581] : INFO : Epoch 1003 | loss: 0.0311749 | val_loss: 0.0311806 | Time: 1400.63 ms [2020-12-21 06:49:11 main:581] : INFO : Epoch 1004 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 1409.75 ms [2020-12-21 06:49:13 main:581] : INFO : Epoch 1005 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 1378.64 ms [2020-12-21 06:49:14 main:581] : INFO : Epoch 1006 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 1367.97 ms [2020-12-21 06:49:16 main:581] : INFO : Epoch 1007 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 1401.18 ms [2020-12-21 06:49:17 main:581] : INFO : Epoch 1008 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 1394.95 ms [2020-12-21 06:49:18 main:581] : INFO : Epoch 1009 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 1393.07 ms [2020-12-21 06:49:20 main:581] : INFO : Epoch 1010 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 1376.82 ms [2020-12-21 06:49:21 main:581] : INFO : Epoch 1011 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 1400.1 ms [2020-12-21 06:49:23 main:581] : INFO : Epoch 1012 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 1382.06 ms [2020-12-21 06:49:24 main:581] : INFO : Epoch 1013 | loss: 0.031174 | val_loss: 0.0311812 | Time: 1381.83 ms [2020-12-21 06:49:25 main:581] : INFO : Epoch 1014 | loss: 0.031174 | val_loss: 0.0311804 | Time: 1382.22 ms [2020-12-21 06:49:27 main:581] : INFO : Epoch 1015 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 1401.49 ms [2020-12-21 06:49:28 main:581] : INFO : Epoch 1016 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 1388.83 ms [2020-12-21 06:49:29 main:581] : INFO : Epoch 1017 | loss: 0.0311771 | val_loss: 0.0311891 | Time: 1388.09 ms [2020-12-21 06:49:31 main:581] : INFO : Epoch 1018 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1388.24 ms [2020-12-21 06:49:32 main:581] : INFO : Epoch 1019 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 1401.47 ms [2020-12-21 06:49:34 main:581] : INFO : Epoch 1020 | loss: 0.031175 | val_loss: 0.0311806 | Time: 1398.34 ms [2020-12-21 06:49:35 main:581] : INFO : Epoch 1021 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 1402.57 ms [2020-12-21 06:49:36 main:581] : INFO : Epoch 1022 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1382.09 ms [2020-12-21 06:49:38 main:581] : INFO : Epoch 1023 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1386.24 ms [2020-12-21 06:49:39 main:581] : INFO : Epoch 1024 | loss: 0.0311734 | val_loss: 0.0311803 | Time: 1389.17 ms [2020-12-21 06:49:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311803 [2020-12-21 06:49:39 main:610] : INFO : Saving end state to config to file [2020-12-21 06:49:39 main:615] : INFO : Success, exiting.. 06:49:39 (1159935): 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)