Task 14299442
| Name | ParityModified-1647041470-8118-3-0_0 |
| Workunit | 11352673 |
| Created | 3 Apr 2022, 10:25:08 UTC |
| Sent | 9 Apr 2022, 15:10:01 UTC |
| Report deadline | 17 Apr 2022, 15:10:01 UTC |
| Received | 9 Apr 2022, 21:50:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 6 hours 15 min 32 sec |
| CPU time | 4 hours 40 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 41 | val_loss: 0.031179 | Time: 10258.2 ms [2022-04-09 16:07:33 main:581] : INFO : Epoch 1538 | loss: 0.031175 | val_loss: 0.031185 | Time: 10295.8 ms [2022-04-09 16:07:43 main:581] : INFO : Epoch 1539 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 10352 ms [2022-04-09 16:07:53 main:581] : INFO : Epoch 1540 | loss: 0.0311772 | val_loss: 0.031179 | Time: 10247.7 ms [2022-04-09 16:08:04 main:581] : INFO : Epoch 1541 | loss: 0.0311741 | val_loss: 0.03118 | Time: 10511.8 ms [2022-04-09 16:08:14 main:581] : INFO : Epoch 1542 | loss: 0.031175 | val_loss: 0.0311788 | Time: 10271.8 ms [2022-04-09 16:08:24 main:581] : INFO : Epoch 1543 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 10411 ms [2022-04-09 16:08:35 main:581] : INFO : Epoch 1544 | loss: 0.0311743 | val_loss: 0.03118 | Time: 10344.6 ms [2022-04-09 16:08:45 main:581] : INFO : Epoch 1545 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 10386.1 ms [2022-04-09 16:08:56 main:581] : INFO : Epoch 1546 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 10433.6 ms [2022-04-09 16:09:06 main:581] : INFO : Epoch 1547 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 10372.9 ms [2022-04-09 16:09:16 main:581] : INFO : Epoch 1548 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 10462.6 ms [2022-04-09 16:09:27 main:581] : INFO : Epoch 1549 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 10332.1 ms [2022-04-09 16:09:37 main:581] : INFO : Epoch 1550 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 10235.5 ms [2022-04-09 16:09:47 main:581] : INFO : Epoch 1551 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 10314.9 ms [2022-04-09 16:09:58 main:581] : INFO : Epoch 1552 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 10408.7 ms [2022-04-09 16:10:08 main:581] : INFO : Epoch 1553 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 10464.3 ms [2022-04-09 16:10:19 main:581] : INFO : Epoch 1554 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 10362.6 ms [2022-04-09 16:10:29 main:581] : INFO : Epoch 1555 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 10395.1 ms [2022-04-09 16:10:39 main:581] : INFO : Epoch 1556 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 10357.2 ms [2022-04-09 16:10:50 main:581] : INFO : Epoch 1557 | loss: 0.0311738 | val_loss: 0.0311777 | Time: 10285 ms [2022-04-09 16:11:00 main:581] : INFO : Epoch 1558 | loss: 0.0311725 | val_loss: 0.031178 | Time: 10370.7 ms [2022-04-09 16:11:10 main:581] : INFO : Epoch 1559 | loss: 0.0311734 | val_loss: 0.0311835 | Time: 10411.7 ms [2022-04-09 16:11:21 main:581] : INFO : Epoch 1560 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 10441.6 ms [2022-04-09 16:11:31 main:581] : INFO : Epoch 1561 | loss: 0.0311728 | val_loss: 0.031177 | Time: 10404.1 ms [2022-04-09 16:11:42 main:581] : INFO : Epoch 1562 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 10588.4 ms [2022-04-09 16:11:52 main:581] : INFO : Epoch 1563 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 10452 ms [2022-04-09 16:12:03 main:581] : INFO : Epoch 1564 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 10408.6 ms [2022-04-09 16:12:13 main:581] : INFO : Epoch 1565 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 10529.2 ms [2022-04-09 16:12:24 main:581] : INFO : Epoch 1566 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 10318.9 ms [2022-04-09 16:12:34 main:581] : INFO : Epoch 1567 | loss: 0.0311719 | val_loss: 0.031177 | Time: 10274.6 ms [2022-04-09 16:12:44 main:581] : INFO : Epoch 1568 | loss: 0.0311695 | val_loss: 0.0311764 | Time: 10444.1 ms [2022-04-09 16:12:55 main:581] : INFO : Epoch 1569 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 10411.1 ms [2022-04-09 16:13:05 main:581] : INFO : Epoch 1570 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 10369.4 ms [2022-04-09 16:13:15 main:581] : INFO : Epoch 1571 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 10338.4 ms [2022-04-09 16:13:26 main:581] : INFO : Epoch 1572 | loss: 0.0311731 | val_loss: 0.031173 | Time: 10470.1 ms [2022-04-09 16:13:36 main:581] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311717 | Time: 10373.2 ms [2022-04-09 16:13:47 main:581] : INFO : Epoch 1574 | loss: 0.0311701 | val_loss: 0.0311715 | Time: 10321.5 ms [2022-04-09 16:13:57 main:581] : INFO : Epoch 1575 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 10290.4 ms [2022-04-09 16:14:07 main:581] : INFO : Epoch 1576 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 10427.3 ms [2022-04-09 16:14:18 main:581] : INFO : Epoch 1577 | loss: 0.031169 | val_loss: 0.0311702 | Time: 10331.7 ms [2022-04-09 16:14:28 main:581] : INFO : Epoch 1578 | loss: 0.0311696 | val_loss: 0.0311728 | Time: 10305.9 ms [2022-04-09 16:14:38 main:581] : INFO : Epoch 1579 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 10329.8 ms [2022-04-09 16:14:49 main:581] : INFO : Epoch 1580 | loss: 0.0311698 | val_loss: 0.0311734 | Time: 10392 ms [2022-04-09 16:14:59 main:581] : INFO : Epoch 1581 | loss: 0.031172 | val_loss: 0.0311703 | Time: 10353.8 ms [2022-04-09 16:15:09 main:581] : INFO : Epoch 1582 | loss: 0.0311676 | val_loss: 0.0311691 | Time: 10261.8 ms [2022-04-09 16:15:20 main:581] : INFO : Epoch 1583 | loss: 0.0311653 | val_loss: 0.0311687 | Time: 10431.8 ms [2022-04-09 16:15:30 main:581] : INFO : Epoch 1584 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 10319.8 ms [2022-04-09 16:15:40 main:581] : INFO : Epoch 1585 | loss: 0.0311667 | val_loss: 0.0311749 | Time: 10348 ms [2022-04-09 16:15:51 main:581] : INFO : Epoch 1586 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 10397 ms [2022-04-09 16:16:01 main:581] : INFO : Epoch 1587 | loss: 0.031165 | val_loss: 0.0311709 | Time: 10426.7 ms [2022-04-09 16:16:12 main:581] : INFO : Epoch 1588 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 10309.4 ms [2022-04-09 16:16:22 main:581] : INFO : Epoch 1589 | loss: 0.0311662 | val_loss: 0.0311667 | Time: 10419.5 ms [2022-04-09 16:16:32 main:581] : INFO : Epoch 1590 | loss: 0.0311642 | val_loss: 0.0311657 | Time: 10432.8 ms [2022-04-09 16:16:43 main:581] : INFO : Epoch 1591 | loss: 0.0311648 | val_loss: 0.0311668 | Time: 10258.7 ms [2022-04-09 16:16:53 main:581] : INFO : Epoch 1592 | loss: 0.031164 | val_loss: 0.0311669 | Time: 10332.1 ms [2022-04-09 16:17:04 main:581] : INFO : Epoch 1593 | loss: 0.0311638 | val_loss: 0.0311674 | Time: 10508.5 ms [2022-04-09 16:17:14 main:581] : INFO : Epoch 1594 | loss: 0.0311621 | val_loss: 0.031169 | Time: 10215.7 ms [2022-04-09 16:17:24 main:581] : INFO : Epoch 1595 | loss: 0.0311609 | val_loss: 0.031163 | Time: 10345.1 ms [2022-04-09 16:17:34 main:581] : INFO : Epoch 1596 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 10351.2 ms [2022-04-09 16:17:45 main:581] : INFO : Epoch 1597 | loss: 0.0311601 | val_loss: 0.0311623 | Time: 10285.9 ms [2022-04-09 16:17:55 main:581] : INFO : Epoch 1598 | loss: 0.0311603 | val_loss: 0.0311652 | Time: 10361 ms [2022-04-09 16:18:05 main:581] : INFO : Epoch 1599 | loss: 0.0311585 | val_loss: 0.0311625 | Time: 10363.7 ms [2022-04-09 16:18:16 main:581] : INFO : Epoch 1600 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 10432.9 ms [2022-04-09 16:18:26 main:581] : INFO : Epoch 1601 | loss: 0.0311589 | val_loss: 0.0311598 | Time: 10397.4 ms [2022-04-09 16:18:37 main:581] : INFO : Epoch 1602 | loss: 0.0311553 | val_loss: 0.0311628 | Time: 10500.8 ms [2022-04-09 16:18:47 main:581] : INFO : Epoch 1603 | loss: 0.0311548 | val_loss: 0.0311598 | Time: 10430.2 ms [2022-04-09 16:18:58 main:581] : INFO : Epoch 1604 | loss: 0.0311548 | val_loss: 0.0311612 | Time: 10342 ms [2022-04-09 16:19:08 main:581] : INFO : Epoch 1605 | loss: 0.0311541 | val_loss: 0.0311624 | Time: 10391.1 ms [2022-04-09 16:19:18 main:581] : INFO : Epoch 1606 | loss: 0.0311577 | val_loss: 0.0311599 | Time: 10427.6 ms [2022-04-09 16:19:29 main:581] : INFO : Epoch 1607 | loss: 0.0311529 | val_loss: 0.0311595 | Time: 10387.6 ms [2022-04-09 16:19:39 main:581] : INFO : Epoch 1608 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 10401.9 ms [2022-04-09 16:19:50 main:581] : INFO : Epoch 1609 | loss: 0.0311558 | val_loss: 0.0311594 | Time: 10493 ms [2022-04-09 16:20:00 main:581] : INFO : Epoch 1610 | loss: 0.0311522 | val_loss: 0.0311597 | Time: 10353.2 ms [2022-04-09 16:20:10 main:581] : INFO : Epoch 1611 | loss: 0.0311531 | val_loss: 0.0311632 | Time: 10479.3 ms [2022-04-09 16:20:21 main:581] : INFO : Epoch 1612 | loss: 0.0311528 | val_loss: 0.0311575 | Time: 10487.9 ms [2022-04-09 16:20:31 main:581] : INFO : Epoch 1613 | loss: 0.0311559 | val_loss: 0.0311602 | Time: 10421.3 ms [2022-04-09 16:20:42 main:581] : INFO : Epoch 1614 | loss: 0.0311541 | val_loss: 0.031164 | Time: 10454.2 ms [2022-04-09 16:20:52 main:581] : INFO : Epoch 1615 | loss: 0.0311541 | val_loss: 0.0311582 | Time: 10492.1 ms [2022-04-09 16:21:03 main:581] : INFO : Epoch 1616 | loss: 0.0311559 | val_loss: 0.0311594 | Time: 10507.6 ms [2022-04-09 16:21:13 main:581] : INFO : Epoch 1617 | loss: 0.0311538 | val_loss: 0.0311601 | Time: 10439.8 ms [2022-04-09 16:21:24 main:581] : INFO : Epoch 1618 | loss: 0.0311514 | val_loss: 0.0311563 | Time: 10341.6 ms [2022-04-09 16:21:34 main:581] : INFO : Epoch 1619 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 10281.7 ms [2022-04-09 16:21:44 main:581] : INFO : Epoch 1620 | loss: 0.031151 | val_loss: 0.0311646 | Time: 10365.1 ms [2022-04-09 16:21:55 main:581] : INFO : Epoch 1621 | loss: 0.0311514 | val_loss: 0.0311553 | Time: 10311.2 ms [2022-04-09 16:22:05 main:581] : INFO : Epoch 1622 | loss: 0.031149 | val_loss: 0.0311547 | Time: 10295.6 ms [2022-04-09 16:22:15 main:581] : INFO : Epoch 1623 | loss: 0.0311509 | val_loss: 0.0311577 | Time: 10302.8 ms [2022-04-09 16:22:25 main:581] : INFO : Epoch 1624 | loss: 0.0311549 | val_loss: 0.0311563 | Time: 10281.8 ms [2022-04-09 16:22:36 main:581] : INFO : Epoch 1625 | loss: 0.0311509 | val_loss: 0.0311551 | Time: 10414.2 ms [2022-04-09 16:22:46 main:581] : INFO : Epoch 1626 | loss: 0.0311504 | val_loss: 0.0311557 | Time: 10228.3 ms [2022-04-09 16:22:56 main:581] : INFO : Epoch 1627 | loss: 0.0311496 | val_loss: 0.0311562 | Time: 10239.1 ms [2022-04-09 16:23:07 main:581] : INFO : Epoch 1628 | loss: 0.0311479 | val_loss: 0.0311537 | Time: 10360.5 ms [2022-04-09 16:23:17 main:581] : INFO : Epoch 1629 | loss: 0.0311466 | val_loss: 0.0311542 | Time: 10399.8 ms [2022-04-09 16:23:27 main:581] : INFO : Epoch 1630 | loss: 0.0311476 | val_loss: 0.0311549 | Time: 10279.8 ms [2022-04-09 16:23:38 main:581] : INFO : Epoch 1631 | loss: 0.0311504 | val_loss: 0.0311548 | Time: 10466.1 ms [2022-04-09 16:23:49 main:581] : INFO : Epoch 1632 | loss: 0.0311491 | val_loss: 0.0311573 | Time: 10865 ms [2022-04-09 16:23:59 main:581] : INFO : Epoch 1633 | loss: 0.0311479 | val_loss: 0.0311525 | Time: 10243.6 ms [2022-04-09 16:24:09 main:581] : INFO : Epoch 1634 | loss: 0.0311489 | val_loss: 0.0311562 | Time: 10094.8 ms [2022-04-09 16:24:19 main:581] : INFO : Epoch 1635 | loss: 0.0311473 | val_loss: 0.0311523 | Time: 10106.9 ms [2022-04-09 16:24:29 main:581] : INFO : Epoch 1636 | loss: 0.0311489 | val_loss: 0.0311598 | Time: 10078 ms [2022-04-09 16:24:40 main:581] : INFO : Epoch 1637 | loss: 0.0311478 | val_loss: 0.0311519 | Time: 10460.3 ms [2022-04-09 16:24:48 main:581] : INFO : Epoch 1638 | loss: 0.0311538 | val_loss: 0.0311594 | Time: 8059.77 ms [2022-04-09 16:24:58 main:581] : INFO : Epoch 1639 | loss: 0.0311509 | val_loss: 0.0311506 | Time: 10053 ms [2022-04-09 16:25:08 main:581] : INFO : Epoch 1640 | loss: 0.0311462 | val_loss: 0.0311541 | Time: 10450.6 ms [2022-04-09 16:25:19 main:581] : INFO : Epoch 1641 | loss: 0.0311444 | val_loss: 0.0311487 | Time: 10389.6 ms [2022-04-09 16:25:29 main:581] : INFO : Epoch 1642 | loss: 0.0311441 | val_loss: 0.0311483 | Time: 10118.3 ms [2022-04-09 16:25:39 main:581] : INFO : Epoch 1643 | loss: 0.0311452 | val_loss: 0.0311466 | Time: 10223.5 ms [2022-04-09 16:25:49 main:581] : INFO : Epoch 1644 | loss: 0.0311462 | val_loss: 0.0311465 | Time: 10165.8 ms [2022-04-09 16:25:59 main:581] : INFO : Epoch 1645 | loss: 0.0311461 | val_loss: 0.0311601 | Time: 10148.3 ms [2022-04-09 16:26:10 main:581] : INFO : Epoch 1646 | loss: 0.0311502 | val_loss: 0.0311435 | Time: 10746 ms [2022-04-09 16:26:21 main:581] : INFO : Epoch 1647 | loss: 0.0311433 | val_loss: 0.0311425 | Time: 10634.2 ms [2022-04-09 16:26:31 main:581] : INFO : Epoch 1648 | loss: 0.0311413 | val_loss: 0.0311435 | Time: 10095.6 ms [2022-04-09 16:26:41 main:581] : INFO : Epoch 1649 | loss: 0.0311414 | val_loss: 0.0311427 | Time: 10178.2 ms [2022-04-09 16:26:51 main:581] : INFO : Epoch 1650 | loss: 0.0311412 | val_loss: 0.0311455 | Time: 10060.1 ms [2022-04-09 16:27:01 main:581] : INFO : Epoch 1651 | loss: 0.0311402 | val_loss: 0.0311438 | Time: 9787.69 ms [2022-04-09 16:27:10 main:581] : INFO : Epoch 1652 | loss: 0.031139 | val_loss: 0.0311494 | Time: 8664.27 ms [2022-04-09 16:27:20 main:581] : INFO : Epoch 1653 | loss: 0.0311382 | val_loss: 0.0311437 | Time: 10483 ms [2022-04-09 16:27:31 main:581] : INFO : Epoch 1654 | loss: 0.031137 | val_loss: 0.0311429 | Time: 10484.6 ms [2022-04-09 16:27:41 main:581] : INFO : Epoch 1655 | loss: 0.0311407 | val_loss: 0.0311482 | Time: 10448.8 ms [2022-04-09 16:27:51 main:581] : INFO : Epoch 1656 | loss: 0.0311442 | val_loss: 0.0311479 | Time: 10449.9 ms [2022-04-09 16:28:02 main:581] : INFO : Epoch 1657 | loss: 0.0311412 | val_loss: 0.0311428 | Time: 10439.3 ms [2022-04-09 16:28:12 main:581] : INFO : Epoch 1658 | loss: 0.0311378 | val_loss: 0.0311442 | Time: 10567.6 ms [2022-04-09 16:28:23 main:581] : INFO : Epoch 1659 | loss: 0.0311391 | val_loss: 0.0311591 | Time: 10424 ms [2022-04-09 16:28:33 main:581] : INFO : Epoch 1660 | loss: 0.0311387 | val_loss: 0.0311423 | Time: 10460.2 ms [2022-04-09 16:28:44 main:581] : INFO : Epoch 1661 | loss: 0.031136 | val_loss: 0.0311428 | Time: 10384.8 ms [2022-04-09 16:28:54 main:581] : INFO : Epoch 1662 | loss: 0.0311372 | val_loss: 0.0311425 | Time: 10505.4 ms [2022-04-09 16:29:05 main:581] : INFO : Epoch 1663 | loss: 0.031135 | val_loss: 0.0311426 | Time: 10470.2 ms [2022-04-09 16:29:15 main:581] : INFO : Epoch 1664 | loss: 0.0311369 | val_loss: 0.0311411 | Time: 10513.9 ms [2022-04-09 16:29:26 main:581] : INFO : Epoch 1665 | loss: 0.031137 | val_loss: 0.031143 | Time: 10509.7 ms [2022-04-09 16:29:36 main:581] : INFO : Epoch 1666 | loss: 0.0311377 | val_loss: 0.0311423 | Time: 10370.4 ms [2022-04-09 16:29:47 main:581] : INFO : Epoch 1667 | loss: 0.0311356 | val_loss: 0.0311477 | Time: 10471.1 ms [2022-04-09 16:29:57 main:581] : INFO : Epoch 1668 | loss: 0.0311379 | val_loss: 0.0311399 | Time: 10311.5 ms [2022-04-09 16:30:07 main:581] : INFO : Epoch 1669 | loss: 0.0311324 | val_loss: 0.0311398 | Time: 10454.3 ms [2022-04-09 16:30:18 main:581] : INFO : Epoch 1670 | loss: 0.0311317 | val_loss: 0.0311432 | Time: 10515.9 ms [2022-04-09 16:30:28 main:581] : INFO : Epoch 1671 | loss: 0.031132 | val_loss: 0.0311368 | Time: 10411.7 ms [2022-04-09 16:30:39 main:581] : INFO : Epoch 1672 | loss: 0.0311334 | val_loss: 0.031148 | Time: 10526.9 ms [2022-04-09 16:30:49 main:581] : INFO : Epoch 1673 | loss: 0.0311323 | val_loss: 0.0311426 | Time: 10384.7 ms [2022-04-09 16:31:00 main:581] : INFO : Epoch 1674 | loss: 0.0311315 | val_loss: 0.0311416 | Time: 10394 ms [2022-04-09 16:31:10 main:581] : INFO : Epoch 1675 | loss: 0.0311304 | val_loss: 0.0311357 | Time: 10465.1 ms [2022-04-09 16:31:20 main:581] : INFO : Epoch 1676 | loss: 0.0311292 | val_loss: 0.0311343 | Time: 10448.3 ms [2022-04-09 16:31:31 main:581] : INFO : Epoch 1677 | loss: 0.0311271 | val_loss: 0.0311391 | Time: 10563.1 ms [2022-04-09 16:31:41 main:581] : INFO : Epoch 1678 | loss: 0.0311316 | val_loss: 0.0311359 | Time: 10465.3 ms [2022-04-09 16:31:52 main:581] : INFO : Epoch 1679 | loss: 0.0311272 | val_loss: 0.0311383 | Time: 10411.2 ms [2022-04-09 16:32:02 main:581] : INFO : Epoch 1680 | loss: 0.0311323 | val_loss: 0.0311388 | Time: 10457.6 ms [2022-04-09 16:32:13 main:581] : INFO : Epoch 1681 | loss: 0.0311281 | val_loss: 0.0311345 | Time: 10653.6 ms [2022-04-09 16:32:23 main:581] : INFO : Epoch 1682 | loss: 0.0311261 | val_loss: 0.0311335 | Time: 10419.8 ms [2022-04-09 16:32:34 main:581] : INFO : Epoch 1683 | loss: 0.0311285 | val_loss: 0.0311334 | Time: 10404.3 ms [2022-04-09 16:32:44 main:581] : INFO : Epoch 1684 | loss: 0.0311295 | val_loss: 0.0311345 | Time: 10436.7 ms [2022-04-09 16:32:55 main:581] : INFO : Epoch 1685 | loss: 0.0311299 | val_loss: 0.0311353 | Time: 10344.5 ms [2022-04-09 16:33:05 main:581] : INFO : Epoch 1686 | loss: 0.031126 | val_loss: 0.0311343 | Time: 10378 ms [2022-04-09 16:33:16 main:581] : INFO : Epoch 1687 | loss: 0.0311244 | val_loss: 0.0311373 | Time: 10539.8 ms [2022-04-09 16:33:26 main:581] : INFO : Epoch 1688 | loss: 0.0311265 | val_loss: 0.0311395 | Time: 10519.8 ms [2022-04-09 16:33:37 main:581] : INFO : Epoch 1689 | loss: 0.0311261 | val_loss: 0.0311302 | Time: 10561.3 ms [2022-04-09 16:33:47 main:581] : INFO : Epoch 1690 | loss: 0.0311227 | val_loss: 0.0311309 | Time: 10538.3 ms [2022-04-09 16:33:58 main:581] : INFO : Epoch 1691 | loss: 0.0311205 | val_loss: 0.0311368 | Time: 10391 ms [2022-04-09 16:34:08 main:581] : INFO : Epoch 1692 | loss: 0.0311401 | val_loss: 0.0311512 | Time: 10508.6 ms [2022-04-09 16:34:19 main:581] : INFO : Epoch 1693 | loss: 0.0311459 | val_loss: 0.0311476 | Time: 10443.8 ms [2022-04-09 16:34:29 main:581] : INFO : Epoch 1694 | loss: 0.0311379 | val_loss: 0.0311413 | Time: 10317.1 ms [2022-04-09 16:34:39 main:581] : INFO : Epoch 1695 | loss: 0.0311386 | val_loss: 0.0311385 | Time: 10502.6 ms [2022-04-09 16:34:50 main:581] : INFO : Epoch 1696 | loss: 0.0311454 | val_loss: 0.031158 | Time: 10423.8 ms [2022-04-09 16:35:00 main:581] : INFO : Epoch 1697 | loss: 0.0311396 | val_loss: 0.0311372 | Time: 10319.8 ms [2022-04-09 16:35:10 main:581] : INFO : Epoch 1698 | loss: 0.0311284 | val_loss: 0.0311298 | Time: 10375.9 ms [2022-04-09 16:35:21 main:581] : INFO : Epoch 1699 | loss: 0.0311247 | val_loss: 0.0311296 | Time: 10407.2 ms [2022-04-09 16:35:31 main:581] : INFO : Epoch 1700 | loss: 0.0311237 | val_loss: 0.0311285 | Time: 10479.6 ms [2022-04-09 16:35:42 main:581] : INFO : Epoch 1701 | loss: 0.0311262 | val_loss: 0.0311256 | Time: 10315.9 ms [2022-04-09 16:35:52 main:581] : INFO : Epoch 1702 | loss: 0.0311208 | val_loss: 0.0311253 | Time: 10353.3 ms [2022-04-09 16:36:02 main:581] : INFO : Epoch 1703 | loss: 0.0311175 | val_loss: 0.0311358 | Time: 10223.1 ms [2022-04-09 16:36:13 main:581] : INFO : Epoch 1704 | loss: 0.0311218 | val_loss: 0.0311251 | Time: 10318.8 ms [2022-04-09 16:36:23 main:581] : INFO : Epoch 1705 | loss: 0.0311211 | val_loss: 0.0311255 | Time: 10376.8 ms [2022-04-09 16:36:33 main:581] : INFO : Epoch 1706 | loss: 0.0311237 | val_loss: 0.0311281 | Time: 10311.5 ms [2022-04-09 16:36:44 main:581] : INFO : Epoch 1707 | loss: 0.0311246 | val_loss: 0.0311238 | Time: 10398.9 ms [2022-04-09 16:36:54 main:581] : INFO : Epoch 1708 | loss: 0.0311211 | val_loss: 0.0311333 | Time: 10328.2 ms [2022-04-09 16:37:05 main:581] : INFO : Epoch 1709 | loss: 0.0311234 | val_loss: 0.0311267 | Time: 10582.9 ms [2022-04-09 16:37:15 main:581] : INFO : Epoch 1710 | loss: 0.0311201 | val_loss: 0.0311252 | Time: 10327.8 ms [2022-04-09 16:37:25 main:581] : INFO : Epoch 1711 | loss: 0.0311175 | val_loss: 0.0311272 | Time: 10504.1 ms [2022-04-09 16:37:36 main:581] : INFO : Epoch 1712 | loss: 0.0311139 | val_loss: 0.031125 | Time: 10556.1 ms [2022-04-09 16:37:47 main:581] : INFO : Epoch 1713 | loss: 0.0311152 | val_loss: 0.0311278 | Time: 10536.1 ms [2022-04-09 16:37:57 main:581] : INFO : Epoch 1714 | loss: 0.0311131 | val_loss: 0.031123 | Time: 10433.3 ms [2022-04-09 16:38:07 main:581] : INFO : Epoch 1715 | loss: 0.0311115 | val_loss: 0.0311222 | Time: 10300.7 ms [2022-04-09 16:38:18 main:581] : INFO : Epoch 1716 | loss: 0.0311123 | val_loss: 0.0311271 | Time: 10325.6 ms [2022-04-09 16:38:28 main:581] : INFO : Epoch 1717 | loss: 0.0311108 | val_loss: 0.031126 | Time: 10473.3 ms [2022-04-09 16:38:38 main:581] : INFO : Epoch 1718 | loss: 0.0311111 | val_loss: 0.0311244 | Time: 10299.1 ms [2022-04-09 16:38:49 main:581] : INFO : Epoch 1719 | loss: 0.0311137 | val_loss: 0.0311202 | Time: 10503.4 ms [2022-04-09 16:38:59 main:581] : INFO : Epoch 1720 | loss: 0.03111 | val_loss: 0.0311143 | Time: 10507.5 ms [2022-04-09 16:39:10 main:581] : INFO : Epoch 1721 | loss: 0.0311077 | val_loss: 0.0311176 | Time: 10487.8 ms [2022-04-09 16:39:20 main:581] : INFO : Epoch 1722 | loss: 0.0311078 | val_loss: 0.0311293 | Time: 10318.9 ms [2022-04-09 16:39:31 main:581] : INFO : Epoch 1723 | loss: 0.031109 | val_loss: 0.0311133 | Time: 10427.8 ms [2022-04-09 16:39:41 main:581] : INFO : Epoch 1724 | loss: 0.0311048 | val_loss: 0.0311151 | Time: 10316.8 ms [2022-04-09 16:39:51 main:581] : INFO : Epoch 1725 | loss: 0.031102 | val_loss: 0.0311171 | Time: 10339.8 ms [2022-04-09 16:40:02 main:581] : INFO : Epoch 1726 | loss: 0.0311043 | val_loss: 0.0311163 | Time: 10428.6 ms [2022-04-09 16:40:12 main:581] : INFO : Epoch 1727 | loss: 0.0311022 | val_loss: 0.0311121 | Time: 10439 ms [2022-04-09 16:40:23 main:581] : INFO : Epoch 1728 | loss: 0.0311018 | val_loss: 0.0311159 | Time: 10369.9 ms [2022-04-09 16:40:33 main:581] : INFO : Epoch 1729 | loss: 0.0310995 | val_loss: 0.0311123 | Time: 10256.1 ms [2022-04-09 16:40:43 main:581] : INFO : Epoch 1730 | loss: 0.0310976 | val_loss: 0.0311118 | Time: 10602.4 ms [2022-04-09 16:40:54 main:581] : INFO : Epoch 1731 | loss: 0.0311015 | val_loss: 0.0311213 | Time: 10394.9 ms [2022-04-09 16:41:04 main:581] : INFO : Epoch 1732 | loss: 0.0311047 | val_loss: 0.0311117 | Time: 10331.9 ms [2022-04-09 16:41:15 main:581] : INFO : Epoch 1733 | loss: 0.0311005 | val_loss: 0.0311143 | Time: 10473.2 ms [2022-04-09 16:41:25 main:581] : INFO : Epoch 1734 | loss: 0.0311005 | val_loss: 0.0311062 | Time: 10519.9 ms [2022-04-09 16:41:36 main:581] : INFO : Epoch 1735 | loss: 0.0311006 | val_loss: 0.0311102 | Time: 10558.9 ms [2022-04-09 16:41:46 main:581] : INFO : Epoch 1736 | loss: 0.0311041 | val_loss: 0.0311029 | Time: 10427.2 ms [2022-04-09 16:41:57 main:581] : INFO : Epoch 1737 | loss: 0.0310933 | val_loss: 0.0311052 | Time: 10515 ms [2022-04-09 16:42:07 main:581] : INFO : Epoch 1738 | loss: 0.0310906 | val_loss: 0.0311009 | Time: 10370.7 ms [2022-04-09 16:42:17 main:581] : INFO : Epoch 1739 | loss: 0.031094 | val_loss: 0.0311035 | Time: 10351 ms [2022-04-09 16:42:28 main:581] : INFO : Epoch 1740 | loss: 0.0310933 | val_loss: 0.0311006 | Time: 10446.9 ms [2022-04-09 16:42:38 main:581] : INFO : Epoch 1741 | loss: 0.0310904 | val_loss: 0.0311012 | Time: 10453 ms [2022-04-09 16:42:49 main:581] : INFO : Epoch 1742 | loss: 0.031104 | val_loss: 0.0311394 | Time: 10345.7 ms [2022-04-09 16:42:59 main:581] : INFO : Epoch 1743 | loss: 0.0311551 | val_loss: 0.0311516 | Time: 10392 ms [2022-04-09 16:43:09 main:581] : INFO : Epoch 1744 | loss: 0.0311498 | val_loss: 0.0311375 | Time: 10471.8 ms [2022-04-09 16:43:20 main:581] : INFO : Epoch 1745 | loss: 0.0311304 | val_loss: 0.0311215 | Time: 10379.8 ms [2022-04-09 16:43:30 main:581] : INFO : Epoch 1746 | loss: 0.0311176 | val_loss: 0.0311109 | Time: 10466.6 ms [2022-04-09 16:43:41 main:581] : INFO : Epoch 1747 | loss: 0.0311158 | val_loss: 0.0311089 | Time: 10474.1 ms [2022-04-09 16:43:51 main:581] : INFO : Epoch 1748 | loss: 0.0311081 | val_loss: 0.0311016 | Time: 10366.8 ms [2022-04-09 16:44:01 main:581] : INFO : Epoch 1749 | loss: 0.0311011 | val_loss: 0.0311042 | Time: 10339.9 ms [2022-04-09 16:44:12 main:581] : INFO : Epoch 1750 | loss: 0.0310978 | val_loss: 0.031099 | Time: 10471.8 ms [2022-04-09 16:44:22 main:581] : INFO : Epoch 1751 | loss: 0.0310981 | val_loss: 0.031105 | Time: 10323.8 ms [2022-04-09 16:44:33 main:581] : INFO : Epoch 1752 | loss: 0.0311027 | val_loss: 0.0311075 | Time: 10339.4 ms [2022-04-09 16:44:43 main:581] : INFO : Epoch 1753 | loss: 0.0310999 | val_loss: 0.0311018 | Time: 10321.8 ms [2022-04-09 16:44:53 main:581] : INFO : Epoch 1754 | loss: 0.031097 | val_loss: 0.0310982 | Time: 10358.2 ms [2022-04-09 16:45:04 main:581] : INFO : Epoch 1755 | loss: 0.0310946 | val_loss: 0.0310956 | Time: 10361.1 ms [2022-04-09 16:45:14 main:581] : INFO : Epoch 1756 | loss: 0.0310881 | val_loss: 0.0310952 | Time: 10484.4 ms [2022-04-09 16:45:24 main:581] : INFO : Epoch 1757 | loss: 0.0310864 | val_loss: 0.0310944 | Time: 10374.7 ms [2022-04-09 16:45:34 main:581] : INFO : Epoch 1758 | loss: 0.0310866 | val_loss: 0.0311006 | Time: 9951.03 ms [2022-04-09 16:45:44 main:581] : INFO : Epoch 1759 | loss: 0.0311063 | val_loss: 0.0311021 | Time: 10030.9 ms [2022-04-09 16:45:55 main:581] : INFO : Epoch 1760 | loss: 0.0311024 | val_loss: 0.0310941 | Time: 10340.8 ms [2022-04-09 16:46:06 main:581] : INFO : Epoch 1761 | loss: 0.0310945 | val_loss: 0.03109 | Time: 10923.8 ms [2022-04-09 16:46:16 main:581] : INFO : Epoch 1762 | loss: 0.0310903 | val_loss: 0.0310914 | Time: 10422.9 ms [2022-04-09 16:46:26 main:581] : INFO : Epoch 1763 | loss: 0.0310927 | val_loss: 0.0310896 | Time: 10148.7 ms [2022-04-09 16:46:36 main:581] : INFO : Epoch 1764 | loss: 0.0310907 | val_loss: 0.0310914 | Time: 10146.4 ms [2022-04-09 16:46:47 main:581] : INFO : Epoch 1765 | loss: 0.0310867 | val_loss: 0.0310984 | Time: 10257 ms [2022-04-09 16:46:57 main:581] : INFO : Epoch 1766 | loss: 0.0310843 | val_loss: 0.031085 | Time: 10201.6 ms [2022-04-09 16:47:08 main:581] : INFO : Epoch 1767 | loss: 0.0310788 | val_loss: 0.031087 | Time: 10876.8 ms [2022-04-09 16:47:18 main:581] : INFO : Epoch 1768 | loss: 0.0310775 | val_loss: 0.0310825 | Time: 10505.8 ms [2022-04-09 16:47:27 main:581] : INFO : Epoch 1769 | loss: 0.0310772 | val_loss: 0.0310841 | Time: 9039.97 ms [2022-04-09 16:47:37 main:581] : INFO : Epoch 1770 | loss: 0.0310815 | val_loss: 0.0310868 | Time: 9275.73 ms [2022-04-09 16:47:41 main:581] : INFO : Epoch 1771 | loss: 0.0310838 | val_loss: 0.031087 | Time: 4741.65 ms [2022-04-09 16:47:51 main:581] : INFO : Epoch 1772 | loss: 0.0310818 | val_loss: 0.031088 | Time: 9943.11 ms [2022-04-09 16:48:02 main:581] : INFO : Epoch 1773 | loss: 0.0310765 | val_loss: 0.0310842 | Time: 10363.4 ms [2022-04-09 16:48:12 main:581] : INFO : Epoch 1774 | loss: 0.0310772 | val_loss: 0.0310856 | Time: 10726.3 ms [2022-04-09 16:48:23 main:581] : INFO : Epoch 1775 | loss: 0.0310749 | val_loss: 0.0310857 | Time: 10256.1 ms [2022-04-09 16:48:33 main:581] : INFO : Epoch 1776 | loss: 0.0310732 | val_loss: 0.0310822 | Time: 10200 ms [2022-04-09 16:48:43 main:581] : INFO : Epoch 1777 | loss: 0.0310903 | val_loss: 0.0311063 | Time: 10075.3 ms [2022-04-09 16:48:53 main:581] : INFO : Epoch 1778 | loss: 0.0311051 | val_loss: 0.0311059 | Time: 10127.2 ms [2022-04-09 16:49:03 main:581] : INFO : Epoch 1779 | loss: 0.0311049 | val_loss: 0.0311056 | Time: 10105 ms [2022-04-09 16:49:14 main:581] : INFO : Epoch 1780 | loss: 0.0310975 | val_loss: 0.0311009 | Time: 10710.7 ms [2022-04-09 16:49:24 main:581] : INFO : Epoch 1781 | loss: 0.0310988 | val_loss: 0.0311049 | Time: 10438.5 ms [2022-04-09 16:49:32 main:581] : INFO : Epoch 1782 | loss: 0.0311129 | val_loss: 0.0311171 | Time: 8097.63 ms [2022-04-09 16:49:42 main:581] : INFO : Epoch 1783 | loss: 0.0311169 | val_loss: 0.0311206 | Time: 9735.31 ms [2022-04-09 16:49:53 main:581] : INFO : Epoch 1784 | loss: 0.0311285 | val_loss: 0.031151 | Time: 10540.3 ms [2022-04-09 16:50:03 main:581] : INFO : Epoch 1785 | loss: 0.0311766 | val_loss: 0.0311694 | Time: 10567.8 ms [2022-04-09 16:50:14 main:581] : INFO : Epoch 1786 | loss: 0.0311782 | val_loss: 0.0311668 | Time: 10456.1 ms [2022-04-09 16:50:24 main:581] : INFO : Epoch 1787 | loss: 0.0311721 | val_loss: 0.0311611 | Time: 10421.9 ms [2022-04-09 16:50:35 main:581] : INFO : Epoch 1788 | loss: 0.0311688 | val_loss: 0.0311568 | Time: 10601.5 ms [2022-04-09 16:50:45 main:581] : INFO : Epoch 1789 | loss: 0.031161 | val_loss: 0.0311512 | Time: 10488 ms [2022-04-09 16:50:56 main:581] : INFO : Epoch 1790 | loss: 0.0311538 | val_loss: 0.0311471 | Time: 10460.2 ms [2022-04-09 16:51:06 main:581] : INFO : Epoch 1791 | loss: 0.0311496 | val_loss: 0.0311381 | Time: 10523.2 ms [2022-04-09 16:51:17 main:581] : INFO : Epoch 1792 | loss: 0.031141 | val_loss: 0.0311358 | Time: 10461.8 ms [2022-04-09 16:51:27 main:581] : INFO : Epoch 1793 | loss: 0.0311386 | val_loss: 0.0311329 | Time: 10428.9 ms [2022-04-09 16:51:38 main:581] : INFO : Epoch 1794 | loss: 0.0311318 | val_loss: 0.0311239 | Time: 10450.1 ms [2022-04-09 16:51:48 main:581] : INFO : Epoch 1795 | loss: 0.0311245 | val_loss: 0.0311162 | Time: 10554.8 ms [2022-04-09 16:51:59 main:581] : INFO : Epoch 1796 | loss: 0.0311172 | val_loss: 0.0311133 | Time: 10331.4 ms [2022-04-09 16:52:09 main:581] : INFO : Epoch 1797 | loss: 0.0311144 | val_loss: 0.031109 | Time: 10579.5 ms [2022-04-09 16:52:19 main:581] : INFO : Epoch 1798 | loss: 0.0311091 | val_loss: 0.0311059 | Time: 10348.3 ms [2022-04-09 16:52:30 main:581] : INFO : Epoch 1799 | loss: 0.0311056 | val_loss: 0.0311061 | Time: 10507.5 ms [2022-04-09 16:52:40 main:581] : INFO : Epoch 1800 | loss: 0.0311029 | val_loss: 0.0310995 | Time: 10390.8 ms [2022-04-09 16:52:51 main:581] : INFO : Epoch 1801 | loss: 0.0311032 | val_loss: 0.031099 | Time: 10444.9 ms [2022-04-09 16:53:01 main:581] : INFO : Epoch 1802 | loss: 0.0311061 | val_loss: 0.0310955 | Time: 10622.9 ms [2022-04-09 16:53:12 main:581] : INFO : Epoch 1803 | loss: 0.0310998 | val_loss: 0.0310999 | Time: 10402 ms [2022-04-09 16:53:22 main:581] : INFO : Epoch 1804 | loss: 0.0311032 | val_loss: 0.0310977 | Time: 10550.2 ms [2022-04-09 16:53:33 main:581] : INFO : Epoch 1805 | loss: 0.0311019 | val_loss: 0.0310967 | Time: 10396.1 ms [2022-04-09 16:53:43 main:581] : INFO : Epoch 1806 | loss: 0.0310992 | val_loss: 0.0310966 | Time: 10487.8 ms [2022-04-09 16:53:54 main:581] : INFO : Epoch 1807 | loss: 0.0310987 | val_loss: 0.0310949 | Time: 10479.6 ms [2022-04-09 16:54:04 main:581] : INFO : Epoch 1808 | loss: 0.0310969 | val_loss: 0.0311006 | Time: 10423 ms [2022-04-09 16:54:15 main:581] : INFO : Epoch 1809 | loss: 0.0310953 | val_loss: 0.0310943 | Time: 10444.2 ms [2022-04-09 16:54:25 main:581] : INFO : Epoch 1810 | loss: 0.0310929 | val_loss: 0.031091 | Time: 10365.5 ms [2022-04-09 16:54:35 main:581] : INFO : Epoch 1811 | loss: 0.0310935 | val_loss: 0.0310912 | Time: 10245.7 ms [2022-04-09 16:54:46 main:581] : INFO : Epoch 1812 | loss: 0.0310886 | val_loss: 0.0310888 | Time: 10360.5 ms [2022-04-09 16:54:56 main:581] : INFO : Epoch 1813 | loss: 0.0310892 | val_loss: 0.0310912 | Time: 10443.4 ms [2022-04-09 16:55:06 main:581] : INFO : Epoch 1814 | loss: 0.031096 | val_loss: 0.0310949 | Time: 10386.5 ms [2022-04-09 16:55:17 main:581] : INFO : Epoch 1815 | loss: 0.0310955 | val_loss: 0.031096 | Time: 10330.6 ms [2022-04-09 16:55:27 main:581] : INFO : Epoch 1816 | loss: 0.0310895 | val_loss: 0.031089 | Time: 10407.3 ms [2022-04-09 16:55:38 main:581] : INFO : Epoch 1817 | loss: 0.0310851 | val_loss: 0.0310883 | Time: 10516.2 ms [2022-04-09 16:55:48 main:581] : INFO : Epoch 1818 | loss: 0.0310845 | val_loss: 0.0310866 | Time: 10449.4 ms [2022-04-09 16:55:59 main:581] : INFO : Epoch 1819 | loss: 0.0310851 | val_loss: 0.0310881 | Time: 10443.8 ms [2022-04-09 16:56:09 main:581] : INFO : Epoch 1820 | loss: 0.031083 | val_loss: 0.0310875 | Time: 10531.7 ms [2022-04-09 16:56:20 main:581] : INFO : Epoch 1821 | loss: 0.0310849 | val_loss: 0.031094 | Time: 10557.9 ms [2022-04-09 16:56:30 main:581] : INFO : Epoch 1822 | loss: 0.0310908 | val_loss: 0.0310907 | Time: 10371.4 ms [2022-04-09 16:56:41 main:581] : INFO : Epoch 1823 | loss: 0.0311055 | val_loss: 0.031109 | Time: 10534.7 ms [2022-04-09 16:56:51 main:581] : INFO : Epoch 1824 | loss: 0.0311131 | val_loss: 0.0311124 | Time: 10395.3 ms [2022-04-09 16:57:01 main:581] : INFO : Epoch 1825 | loss: 0.0311076 | val_loss: 0.0311072 | Time: 10439.1 ms [2022-04-09 16:57:12 main:581] : INFO : Epoch 1826 | loss: 0.0311053 | val_loss: 0.0311057 | Time: 10332.5 ms [2022-04-09 16:57:22 main:581] : INFO : Epoch 1827 | loss: 0.0310991 | val_loss: 0.0310996 | Time: 10372.7 ms [2022-04-09 16:57:33 main:581] : INFO : Epoch 1828 | loss: 0.0310956 | val_loss: 0.0310933 | Time: 10422.4 ms [2022-04-09 16:57:43 main:581] : INFO : Epoch 1829 | loss: 0.0310931 | val_loss: 0.0310923 | Time: 10502 ms [2022-04-09 16:57:54 main:581] : INFO : Epoch 1830 | loss: 0.031099 | val_loss: 0.0310979 | Time: 10479 ms [2022-04-09 16:58:04 main:581] : INFO : Epoch 1831 | loss: 0.0310931 | val_loss: 0.0310884 | Time: 10421.5 ms [2022-04-09 16:58:15 main:581] : INFO : Epoch 1832 | loss: 0.0310877 | val_loss: 0.0310895 | Time: 10624.8 ms [2022-04-09 16:58:25 main:581] : INFO : Epoch 1833 | loss: 0.0310874 | val_loss: 0.0310914 | Time: 10456 ms [2022-04-09 16:58:36 main:581] : INFO : Epoch 1834 | loss: 0.0310947 | val_loss: 0.0310936 | Time: 10471 ms [2022-04-09 16:58:46 main:581] : INFO : Epoch 1835 | loss: 0.031094 | val_loss: 0.0310933 | Time: 10273.7 ms [2022-04-09 16:58:56 main:581] : INFO : Epoch 1836 | loss: 0.0310908 | val_loss: 0.0310861 | Time: 10262.8 ms [2022-04-09 16:59:07 main:581] : INFO : Epoch 1837 | loss: 0.0310871 | val_loss: 0.0310833 | Time: 10476.6 ms [2022-04-09 16:59:17 main:581] : INFO : Epoch 1838 | loss: 0.0310838 | val_loss: 0.0310852 | Time: 10466.1 ms [2022-04-09 16:59:27 main:581] : INFO : Epoch 1839 | loss: 0.0310858 | val_loss: 0.0310834 | Time: 10421.3 ms [2022-04-09 16:59:38 main:581] : INFO : Epoch 1840 | loss: 0.031081 | val_loss: 0.0310805 | Time: 10379.5 ms [2022-04-09 16:59:48 main:581] : INFO : Epoch 1841 | loss: 0.031081 | val_loss: 0.0310813 | Time: 10484.7 ms [2022-04-09 16:59:59 main:581] : INFO : Epoch 1842 | loss: 0.0310811 | val_loss: 0.031081 | Time: 10410.6 ms [2022-04-09 17:00:09 main:581] : INFO : Epoch 1843 | loss: 0.0310795 | val_loss: 0.031083 | Time: 10360.3 ms [2022-04-09 17:00:20 main:581] : INFO : Epoch 1844 | loss: 0.0310811 | val_loss: 0.0310801 | Time: 10491.7 ms [2022-04-09 17:00:30 main:581] : INFO : Epoch 1845 | loss: 0.0310836 | val_loss: 0.0310831 | Time: 10430.5 ms [2022-04-09 17:00:41 main:581] : INFO : Epoch 1846 | loss: 0.0310874 | val_loss: 0.0310858 | Time: 10541.1 ms [2022-04-09 17:00:51 main:581] : INFO : Epoch 1847 | loss: 0.0310796 | val_loss: 0.0310826 | Time: 10342.4 ms [2022-04-09 17:01:01 main:581] : INFO : Epoch 1848 | loss: 0.0310813 | val_loss: 0.031085 | Time: 10316.3 ms [2022-04-09 17:01:12 main:581] : INFO : Epoch 1849 | loss: 0.0310774 | val_loss: 0.0310842 | Time: 10301.9 ms [2022-04-09 17:01:22 main:581] : INFO : Epoch 1850 | loss: 0.0310802 | val_loss: 0.0310824 | Time: 10375.9 ms [2022-04-09 17:01:32 main:581] : INFO : Epoch 1851 | loss: 0.0310809 | val_loss: 0.0310811 | Time: 10414.7 ms [2022-04-09 17:01:43 main:581] : INFO : Epoch 1852 | loss: 0.0310793 | val_loss: 0.0310805 | Time: 10387.4 ms [2022-04-09 17:01:53 main:581] : INFO : Epoch 1853 | loss: 0.031082 | val_loss: 0.0310823 | Time: 10364.1 ms [2022-04-09 17:02:03 main:581] : INFO : Epoch 1854 | loss: 0.0310801 | val_loss: 0.0310814 | Time: 10283.8 ms [2022-04-09 17:02:14 main:581] : INFO : Epoch 1855 | loss: 0.0310774 | val_loss: 0.0310806 | Time: 10381.4 ms [2022-04-09 17:02:24 main:581] : INFO : Epoch 1856 | loss: 0.0310794 | val_loss: 0.0310808 | Time: 10310 ms [2022-04-09 17:02:34 main:581] : INFO : Epoch 1857 | loss: 0.0310769 | val_loss: 0.0310771 | Time: 10216.1 ms [2022-04-09 17:02:45 main:581] : INFO : Epoch 1858 | loss: 0.031075 | val_loss: 0.0310758 | Time: 10421.8 ms [2022-04-09 17:02:55 main:581] : INFO : Epoch 1859 | loss: 0.0310725 | val_loss: 0.031077 | Time: 10324.2 ms [2022-04-09 17:03:06 main:581] : INFO : Epoch 1860 | loss: 0.0310743 | val_loss: 0.0310767 | Time: 10597.1 ms [2022-04-09 17:03:16 main:581] : INFO : Epoch 1861 | loss: 0.0310716 | val_loss: 0.0310776 | Time: 10397 ms [2022-04-09 17:03:26 main:581] : INFO : Epoch 1862 | loss: 0.031071 | val_loss: 0.0310827 | Time: 10491.7 ms [2022-04-09 17:03:37 main:581] : INFO : Epoch 1863 | loss: 0.0310755 | val_loss: 0.0310749 | Time: 10311 ms [2022-04-09 17:03:47 main:581] : INFO : Epoch 1864 | loss: 0.0310709 | val_loss: 0.0310722 | Time: 10444.2 ms [2022-04-09 17:03:58 main:581] : INFO : Epoch 1865 | loss: 0.0310684 | val_loss: 0.0310753 | Time: 10421.6 ms [2022-04-09 17:04:08 main:581] : INFO : Epoch 1866 | loss: 0.0310701 | val_loss: 0.0310719 | Time: 10428.7 ms [2022-04-09 17:04:19 main:581] : INFO : Epoch 1867 | loss: 0.0310696 | val_loss: 0.0310741 | Time: 10498 ms [2022-04-09 17:04:29 main:581] : INFO : Epoch 1868 | loss: 0.0310701 | val_loss: 0.0310735 | Time: 10416.3 ms [2022-04-09 17:04:39 main:581] : INFO : Epoch 1869 | loss: 0.0310702 | val_loss: 0.0310799 | Time: 10494.2 ms [2022-04-09 17:04:50 main:581] : INFO : Epoch 1870 | loss: 0.0310721 | val_loss: 0.0310768 | Time: 10363.8 ms [2022-04-09 17:05:00 main:581] : INFO : Epoch 1871 | loss: 0.031067 | val_loss: 0.0310761 | Time: 10377.5 ms [2022-04-09 17:05:11 main:581] : INFO : Epoch 1872 | loss: 0.0310673 | val_loss: 0.0310787 | Time: 10365.2 ms [2022-04-09 17:05:21 main:581] : INFO : Epoch 1873 | loss: 0.0310698 | val_loss: 0.0310768 | Time: 10288.7 ms [2022-04-09 17:05:31 main:581] : INFO : Epoch 1874 | loss: 0.0310727 | val_loss: 0.0310843 | Time: 10437.7 ms [2022-04-09 17:05:42 main:581] : INFO : Epoch 1875 | loss: 0.0310686 | val_loss: 0.0310851 | Time: 10253.6 ms [2022-04-09 17:05:52 main:581] : INFO : Epoch 1876 | loss: 0.0310685 | val_loss: 0.0310774 | Time: 10346.1 ms [2022-04-09 17:06:02 main:581] : INFO : Epoch 1877 | loss: 0.0310743 | val_loss: 0.031077 | Time: 10170.4 ms [2022-04-09 17:06:13 main:581] : INFO : Epoch 1878 | loss: 0.0310709 | val_loss: 0.0310816 | Time: 10426.4 ms [2022-04-09 17:06:23 main:581] : INFO : Epoch 1879 | loss: 0.0310712 | val_loss: 0.0310781 | Time: 10365 ms [2022-04-09 17:06:33 main:581] : INFO : Epoch 1880 | loss: 0.0310694 | val_loss: 0.0310753 | Time: 10400.2 ms [2022-04-09 17:06:44 main:581] : INFO : Epoch 1881 | loss: 0.0310667 | val_loss: 0.0310737 | Time: 10430.5 ms [2022-04-09 17:06:54 main:581] : INFO : Epoch 1882 | loss: 0.0310651 | val_loss: 0.0310725 | Time: 10404.4 ms [2022-04-09 17:07:05 main:581] : INFO : Epoch 1883 | loss: 0.0310646 | val_loss: 0.031071 | Time: 10369.2 ms [2022-04-09 17:07:15 main:581] : INFO : Epoch 1884 | loss: 0.031062 | val_loss: 0.0310692 | Time: 10128.8 ms [2022-04-09 17:07:25 main:581] : INFO : Epoch 1885 | loss: 0.0310613 | val_loss: 0.0310701 | Time: 10350.6 ms [2022-04-09 17:07:35 main:581] : INFO : Epoch 1886 | loss: 0.0310645 | val_loss: 0.0310712 | Time: 10338.2 ms [2022-04-09 17:07:46 main:581] : INFO : Epoch 1887 | loss: 0.0310625 | val_loss: 0.0310706 | Time: 10290.5 ms [2022-04-09 17:07:56 main:581] : INFO : Epoch 1888 | loss: 0.0310638 | val_loss: 0.0310678 | Time: 10261.1 ms [2022-04-09 17:08:06 main:581] : INFO : Epoch 1889 | loss: 0.031065 | val_loss: 0.0310713 | Time: 10373.7 ms [2022-04-09 17:08:17 main:581] : INFO : Epoch 1890 | loss: 0.0310619 | val_loss: 0.031066 | Time: 10546.1 ms [2022-04-09 17:08:27 main:581] : INFO : Epoch 1891 | loss: 0.0310624 | val_loss: 0.0310736 | Time: 9823.8 ms [2022-04-09 17:08:37 main:581] : INFO : Epoch 1892 | loss: 0.0310581 | val_loss: 0.0310728 | Time: 10766.7 ms [2022-04-09 17:08:48 main:581] : INFO : Epoch 1893 | loss: 0.0310608 | val_loss: 0.0310668 | Time: 10145 ms [2022-04-09 17:08:58 main:581] : INFO : Epoch 1894 | loss: 0.0310607 | val_loss: 0.03108 | Time: 10392.8 ms [2022-04-09 17:09:08 main:581] : INFO : Epoch 1895 | loss: 0.0310607 | val_loss: 0.0310703 | Time: 10128.6 ms [2022-04-09 17:09:18 main:581] : INFO : Epoch 1896 | loss: 0.0310575 | val_loss: 0.0310665 | Time: 10177.6 ms [2022-04-09 17:09:29 main:581] : INFO : Epoch 1897 | loss: 0.0310563 | val_loss: 0.0310776 | Time: 10440.1 ms [2022-04-09 17:09:39 main:581] : INFO : Epoch 1898 | loss: 0.0310555 | val_loss: 0.0310716 | Time: 10758.1 ms [2022-04-09 17:09:50 main:581] : INFO : Epoch 1899 | loss: 0.0310547 | val_loss: 0.0310746 | Time: 10186 ms [2022-04-09 17:09:59 main:581] : INFO : Epoch 1900 | loss: 0.031055 | val_loss: 0.0310663 | Time: 9187.37 ms [2022-04-09 17:10:09 main:581] : INFO : Epoch 1901 | loss: 0.0310579 | val_loss: 0.031068 | Time: 10207.8 ms [2022-04-09 17:10:19 main:581] : INFO : Epoch 1902 | loss: 0.0310548 | val_loss: 0.0310651 | Time: 9548.71 ms [2022-04-09 17:10:29 main:581] : INFO : Epoch 1903 | loss: 0.0310541 | val_loss: 0.0310723 | Time: 10484 ms [2022-04-09 17:10:35 main:581] : INFO : Epoch 1904 | loss: 0.0310574 | val_loss: 0.0310681 | Time: 5721.34 ms [2022-04-09 17:10:44 main:581] : INFO : Epoch 1905 | loss: 0.0310543 | val_loss: 0.0310685 | Time: 8914.85 ms [2022-04-09 17:10:54 main:581] : INFO : Epoch 1906 | loss: 0.0310575 | val_loss: 0.0310669 | Time: 10104.3 ms [2022-04-09 17:11:04 main:581] : INFO : Epoch 1907 | loss: 0.0310554 | val_loss: 0.0310702 | Time: 10217.7 ms [2022-04-09 17:11:14 main:581] : INFO : Epoch 1908 | loss: 0.0310569 | val_loss: 0.0310665 | Time: 9948.56 ms [2022-04-09 17:11:24 main:581] : INFO : Epoch 1909 | loss: 0.0310516 | val_loss: 0.0310651 | Time: 10263.1 ms [2022-04-09 17:11:35 main:581] : INFO : Epoch 1910 | loss: 0.0310517 | val_loss: 0.0310619 | Time: 10637 ms [2022-04-09 17:11:45 main:581] : INFO : Epoch 1911 | loss: 0.031053 | val_loss: 0.0310643 | Time: 9927.07 ms [2022-04-09 17:11:55 main:581] : INFO : Epoch 1912 | loss: 0.0310539 | val_loss: 0.0310668 | Time: 10006.5 ms [2022-04-09 17:12:04 main:581] : INFO : Epoch 1913 | loss: 0.0310519 | val_loss: 0.0310666 | Time: 9125.29 ms [2022-04-09 17:12:13 main:581] : INFO : Epoch 1914 | loss: 0.0310511 | val_loss: 0.0310645 | Time: 9014.28 ms [2022-04-09 17:12:23 main:581] : INFO : Epoch 1915 | loss: 0.0310529 | val_loss: 0.0310627 | Time: 10351.8 ms [2022-04-09 17:12:34 main:581] : INFO : Epoch 1916 | loss: 0.0310518 | val_loss: 0.0310629 | Time: 10271.8 ms [2022-04-09 17:12:44 main:581] : INFO : Epoch 1917 | loss: 0.0310525 | val_loss: 0.0310626 | Time: 10268.1 ms [2022-04-09 17:12:54 main:581] : INFO : Epoch 1918 | loss: 0.0310501 | val_loss: 0.0310615 | Time: 10485.2 ms [2022-04-09 17:13:05 main:581] : INFO : Epoch 1919 | loss: 0.0310503 | val_loss: 0.0310617 | Time: 10258.7 ms [2022-04-09 17:13:15 main:581] : INFO : Epoch 1920 | loss: 0.0310496 | val_loss: 0.0310602 | Time: 10216.9 ms [2022-04-09 17:13:25 main:581] : INFO : Epoch 1921 | loss: 0.0310501 | val_loss: 0.03106 | Time: 10256 ms [2022-04-09 17:13:35 main:581] : INFO : Epoch 1922 | loss: 0.0310497 | val_loss: 0.0310626 | Time: 10356.7 ms [2022-04-09 17:13:46 main:581] : INFO : Epoch 1923 | loss: 0.0310545 | val_loss: 0.0310716 | Time: 10311.5 ms [2022-04-09 17:13:56 main:581] : INFO : Epoch 1924 | loss: 0.0310612 | val_loss: 0.0310939 | Time: 10173.6 ms [2022-04-09 17:14:06 main:581] : INFO : Epoch 1925 | loss: 0.0310704 | val_loss: 0.0310655 | Time: 10418.5 ms [2022-04-09 17:14:17 main:581] : INFO : Epoch 1926 | loss: 0.0310577 | val_loss: 0.0310648 | Time: 10215.3 ms [2022-04-09 17:14:27 main:581] : INFO : Epoch 1927 | loss: 0.0310515 | val_loss: 0.0310591 | Time: 10411.3 ms [2022-04-09 17:14:37 main:581] : INFO : Epoch 1928 | loss: 0.0310495 | val_loss: 0.0310601 | Time: 10266.1 ms [2022-04-09 17:14:48 main:581] : INFO : Epoch 1929 | loss: 0.0310515 | val_loss: 0.0310594 | Time: 10324.4 ms [2022-04-09 17:14:58 main:581] : INFO : Epoch 1930 | loss: 0.031051 | val_loss: 0.0310603 | Time: 10396 ms [2022-04-09 17:15:08 main:581] : INFO : Epoch 1931 | loss: 0.0310489 | val_loss: 0.0310595 | Time: 10327.1 ms [2022-04-09 17:15:19 main:581] : INFO : Epoch 1932 | loss: 0.0310532 | val_loss: 0.0310582 | Time: 10532 ms [2022-04-09 17:15:29 main:581] : INFO : Epoch 1933 | loss: 0.0310497 | val_loss: 0.0310583 | Time: 10343.8 ms [2022-04-09 17:15:40 main:581] : INFO : Epoch 1934 | loss: 0.0310492 | val_loss: 0.031062 | Time: 10455.4 ms [2022-04-09 17:15:50 main:581] : INFO : Epoch 1935 | loss: 0.0310501 | val_loss: 0.0310673 | Time: 10412 ms [2022-04-09 17:16:00 main:581] : INFO : Epoch 1936 | loss: 0.0310499 | val_loss: 0.0310616 | Time: 10476.1 ms [2022-04-09 17:16:11 main:581] : INFO : Epoch 1937 | loss: 0.0310499 | val_loss: 0.0310594 | Time: 10341.5 ms [2022-04-09 17:16:21 main:581] : INFO : Epoch 1938 | loss: 0.0310491 | val_loss: 0.0310583 | Time: 10422.2 ms [2022-04-09 17:16:32 main:581] : INFO : Epoch 1939 | loss: 0.0310515 | val_loss: 0.0310727 | Time: 10467.8 ms [2022-04-09 17:16:42 main:581] : INFO : Epoch 1940 | loss: 0.0310551 | val_loss: 0.0310706 | Time: 10340.7 ms [2022-04-09 17:16:52 main:581] : INFO : Epoch 1941 | loss: 0.0310493 | val_loss: 0.03106 | Time: 10389 ms [2022-04-09 17:17:03 main:581] : INFO : Epoch 1942 | loss: 0.0310489 | val_loss: 0.0310644 | Time: 10477.8 ms [2022-04-09 17:17:13 main:581] : INFO : Epoch 1943 | loss: 0.0310504 | val_loss: 0.0310603 | Time: 10368.2 ms [2022-04-09 17:17:24 main:581] : INFO : Epoch 1944 | loss: 0.0310489 | val_loss: 0.0310588 | Time: 10521.7 ms [2022-04-09 17:17:34 main:581] : INFO : Epoch 1945 | loss: 0.0310466 | val_loss: 0.031059 | Time: 10451.8 ms [2022-04-09 17:17:45 main:581] : INFO : Epoch 1946 | loss: 0.031051 | val_loss: 0.0310607 | Time: 10515.8 ms [2022-04-09 17:17:55 main:581] : INFO : Epoch 1947 | loss: 0.0310489 | val_loss: 0.0310612 | Time: 10507.9 ms [2022-04-09 17:18:06 main:581] : INFO : Epoch 1948 | loss: 0.0310488 | val_loss: 0.0310644 | Time: 10483.8 ms [2022-04-09 17:18:16 main:581] : INFO : Epoch 1949 | loss: 0.0310529 | val_loss: 0.0310589 | Time: 10333.6 ms [2022-04-09 17:18:27 main:581] : INFO : Epoch 1950 | loss: 0.0310501 | val_loss: 0.0310606 | Time: 10362.1 ms [2022-04-09 17:18:37 main:581] : INFO : Epoch 1951 | loss: 0.0310478 | val_loss: 0.0310693 | Time: 10469.3 ms [2022-04-09 17:18:47 main:581] : INFO : Epoch 1952 | loss: 0.0310467 | val_loss: 0.0310591 | Time: 10354.3 ms [2022-04-09 17:18:58 main:581] : INFO : Epoch 1953 | loss: 0.0310454 | val_loss: 0.03106 | Time: 10542.2 ms [2022-04-09 17:19:08 main:581] : INFO : Epoch 1954 | loss: 0.031045 | val_loss: 0.0310659 | Time: 10421.4 ms [2022-04-09 17:19:19 main:581] : INFO : Epoch 1955 | loss: 0.0310499 | val_loss: 0.0310627 | Time: 10276.3 ms [2022-04-09 17:19:29 main:581] : INFO : Epoch 1956 | loss: 0.031045 | val_loss: 0.0310588 | Time: 10355.7 ms [2022-04-09 17:19:39 main:581] : INFO : Epoch 1957 | loss: 0.031044 | val_loss: 0.0310583 | Time: 10286.2 ms [2022-04-09 17:19:50 main:581] : INFO : Epoch 1958 | loss: 0.0310457 | val_loss: 0.0310596 | Time: 10345.8 ms [2022-04-09 17:20:00 main:581] : INFO : Epoch 1959 | loss: 0.0310434 | val_loss: 0.0310567 | Time: 10235.7 ms [2022-04-09 17:20:10 main:581] : INFO : Epoch 1960 | loss: 0.0310432 | val_loss: 0.0310571 | Time: 10285.6 ms [2022-04-09 17:20:21 main:581] : INFO : Epoch 1961 | loss: 0.0310429 | val_loss: 0.0310591 | Time: 10426.1 ms [2022-04-09 17:20:31 main:581] : INFO : Epoch 1962 | loss: 0.0310428 | val_loss: 0.0310589 | Time: 10257.6 ms [2022-04-09 17:20:41 main:581] : INFO : Epoch 1963 | loss: 0.0310441 | val_loss: 0.0310596 | Time: 10418 ms [2022-04-09 17:20:51 main:581] : INFO : Epoch 1964 | loss: 0.031046 | val_loss: 0.0310651 | Time: 10286.8 ms [2022-04-09 17:21:02 main:581] : INFO : Epoch 1965 | loss: 0.0310473 | val_loss: 0.0310644 | Time: 10462.7 ms [2022-04-09 17:21:12 main:581] : INFO : Epoch 1966 | loss: 0.0310606 | val_loss: 0.0310654 | Time: 10394 ms [2022-04-09 17:21:23 main:581] : INFO : Epoch 1967 | loss: 0.0310652 | val_loss: 0.0310694 | Time: 10523.9 ms [2022-04-09 17:21:33 main:581] : INFO : Epoch 1968 | loss: 0.031065 | val_loss: 0.0310648 | Time: 10453.7 ms [2022-04-09 17:21:44 main:581] : INFO : Epoch 1969 | loss: 0.031066 | val_loss: 0.031073 | Time: 10361.9 ms [2022-04-09 17:21:54 main:581] : INFO : Epoch 1970 | loss: 0.0310563 | val_loss: 0.0310591 | Time: 10501.8 ms [2022-04-09 17:22:05 main:581] : INFO : Epoch 1971 | loss: 0.0310536 | val_loss: 0.0310626 | Time: 10457.8 ms [2022-04-09 17:22:15 main:581] : INFO : Epoch 1972 | loss: 0.0310523 | val_loss: 0.0310622 | Time: 10410.7 ms [2022-04-09 17:22:25 main:581] : INFO : Epoch 1973 | loss: 0.0310527 | val_loss: 0.0310636 | Time: 10329.7 ms [2022-04-09 17:22:36 main:581] : INFO : Epoch 1974 | loss: 0.0310551 | val_loss: 0.0310659 | Time: 10504 ms [2022-04-09 17:22:46 main:581] : INFO : Epoch 1975 | loss: 0.0310517 | val_loss: 0.0310585 | Time: 10321.6 ms [2022-04-09 17:22:57 main:581] : INFO : Epoch 1976 | loss: 0.0310542 | val_loss: 0.0310656 | Time: 10450.2 ms [2022-04-09 17:23:07 main:581] : INFO : Epoch 1977 | loss: 0.0310493 | val_loss: 0.0310594 | Time: 10518.7 ms [2022-04-09 17:23:18 main:581] : INFO : Epoch 1978 | loss: 0.0310451 | val_loss: 0.0310581 | Time: 10463.8 ms [2022-04-09 17:23:28 main:581] : INFO : Epoch 1979 | loss: 0.0310442 | val_loss: 0.0310624 | Time: 10376.9 ms [2022-04-09 17:23:38 main:581] : INFO : Epoch 1980 | loss: 0.0310447 | val_loss: 0.0310641 | Time: 10334.7 ms [2022-04-09 17:23:49 main:581] : INFO : Epoch 1981 | loss: 0.0310454 | val_loss: 0.0310632 | Time: 10387.8 ms [2022-04-09 17:23:59 main:581] : INFO : Epoch 1982 | loss: 0.0310458 | val_loss: 0.0310575 | Time: 10307.8 ms [2022-04-09 17:24:09 main:581] : INFO : Epoch 1983 | loss: 0.0310464 | val_loss: 0.031057 | Time: 10251 ms [2022-04-09 17:24:20 main:581] : INFO : Epoch 1984 | loss: 0.0310485 | val_loss: 0.0310576 | Time: 10298.2 ms [2022-04-09 17:24:30 main:581] : INFO : Epoch 1985 | loss: 0.0310464 | val_loss: 0.0310557 | Time: 10464.6 ms [2022-04-09 17:24:40 main:581] : INFO : Epoch 1986 | loss: 0.0310452 | val_loss: 0.0310583 | Time: 10368.8 ms [2022-04-09 17:24:51 main:581] : INFO : Epoch 1987 | loss: 0.031044 | val_loss: 0.0310576 | Time: 10372.5 ms [2022-04-09 17:25:01 main:581] : INFO : Epoch 1988 | loss: 0.0310455 | val_loss: 0.0310712 | Time: 10301.7 ms [2022-04-09 17:25:12 main:581] : INFO : Epoch 1989 | loss: 0.0310531 | val_loss: 0.0310545 | Time: 10501.5 ms [2022-04-09 17:25:22 main:581] : INFO : Epoch 1990 | loss: 0.0310492 | val_loss: 0.0310577 | Time: 10444.3 ms [2022-04-09 17:25:33 main:581] : INFO : Epoch 1991 | loss: 0.0310472 | val_loss: 0.0310566 | Time: 10490 ms [2022-04-09 17:25:43 main:581] : INFO : Epoch 1992 | loss: 0.0310502 | val_loss: 0.0310594 | Time: 10290.5 ms [2022-04-09 17:25:53 main:581] : INFO : Epoch 1993 | loss: 0.0310459 | val_loss: 0.0310523 | Time: 10422.5 ms [2022-04-09 17:26:04 main:581] : INFO : Epoch 1994 | loss: 0.0310488 | val_loss: 0.0310556 | Time: 10335.6 ms [2022-04-09 17:26:14 main:581] : INFO : Epoch 1995 | loss: 0.0310457 | val_loss: 0.0310551 | Time: 10408.3 ms [2022-04-09 17:26:24 main:581] : INFO : Epoch 1996 | loss: 0.0310459 | val_loss: 0.0310553 | Time: 10400 ms [2022-04-09 17:26:35 main:581] : INFO : Epoch 1997 | loss: 0.0310432 | val_loss: 0.0310553 | Time: 10363.7 ms [2022-04-09 17:26:45 main:581] : INFO : Epoch 1998 | loss: 0.0310425 | val_loss: 0.0310559 | Time: 10452.2 ms [2022-04-09 17:26:56 main:581] : INFO : Epoch 1999 | loss: 0.0310473 | val_loss: 0.031055 | Time: 10354.3 ms [2022-04-09 17:27:06 main:581] : INFO : Epoch 2000 | loss: 0.0310471 | val_loss: 0.031058 | Time: 10593.1 ms [2022-04-09 17:27:17 main:581] : INFO : Epoch 2001 | loss: 0.0310456 | val_loss: 0.0310582 | Time: 10379.6 ms [2022-04-09 17:27:27 main:581] : INFO : Epoch 2002 | loss: 0.0310411 | val_loss: 0.0310545 | Time: 10288 ms [2022-04-09 17:27:37 main:581] : INFO : Epoch 2003 | loss: 0.0310424 | val_loss: 0.0310589 | Time: 10197.7 ms [2022-04-09 17:27:47 main:581] : INFO : Epoch 2004 | loss: 0.0310409 | val_loss: 0.0310551 | Time: 10351.8 ms [2022-04-09 17:27:58 main:581] : INFO : Epoch 2005 | loss: 0.031046 | val_loss: 0.0310716 | Time: 10283.6 ms [2022-04-09 17:28:08 main:581] : INFO : Epoch 2006 | loss: 0.031074 | val_loss: 0.031068 | Time: 10352.5 ms [2022-04-09 17:28:19 main:581] : INFO : Epoch 2007 | loss: 0.03107 | val_loss: 0.0310725 | Time: 10536.1 ms [2022-04-09 17:28:29 main:581] : INFO : Epoch 2008 | loss: 0.0310674 | val_loss: 0.031065 | Time: 10367.7 ms [2022-04-09 17:28:39 main:581] : INFO : Epoch 2009 | loss: 0.0310591 | val_loss: 0.031055 | Time: 10305.7 ms [2022-04-09 17:28:50 main:581] : INFO : Epoch 2010 | loss: 0.0310516 | val_loss: 0.031053 | Time: 10344.2 ms [2022-04-09 17:29:00 main:581] : INFO : Epoch 2011 | loss: 0.0310508 | val_loss: 0.0310548 | Time: 10423.8 ms [2022-04-09 17:29:10 main:581] : INFO : Epoch 2012 | loss: 0.0310455 | val_loss: 0.0310595 | Time: 10310.1 ms [2022-04-09 17:29:21 main:581] : INFO : Epoch 2013 | loss: 0.0310459 | val_loss: 0.031056 | Time: 10307.3 ms [2022-04-09 17:29:31 main:581] : INFO : Epoch 2014 | loss: 0.0310513 | val_loss: 0.0310577 | Time: 10365.8 ms [2022-04-09 17:29:41 main:581] : INFO : Epoch 2015 | loss: 0.0310583 | val_loss: 0.0310636 | Time: 10333.7 ms [2022-04-09 17:29:52 main:581] : INFO : Epoch 2016 | loss: 0.031054 | val_loss: 0.0310604 | Time: 10331 ms [2022-04-09 17:30:02 main:581] : INFO : Epoch 2017 | loss: 0.0310484 | val_loss: 0.0310526 | Time: 10329.7 ms [2022-04-09 17:30:12 main:581] : INFO : Epoch 2018 | loss: 0.0310447 | val_loss: 0.0310524 | Time: 10370.8 ms [2022-04-09 17:30:23 main:581] : INFO : Epoch 2019 | loss: 0.0310417 | val_loss: 0.0310538 | Time: 10449 ms [2022-04-09 17:30:33 main:581] : INFO : Epoch 2020 | loss: 0.0310464 | val_loss: 0.0310556 | Time: 10314.3 ms [2022-04-09 17:30:44 main:581] : INFO : Epoch 2021 | loss: 0.0310429 | val_loss: 0.0310543 | Time: 10440.1 ms [2022-04-09 17:30:54 main:581] : INFO : Epoch 2022 | loss: 0.0310408 | val_loss: 0.0310558 | Time: 10488.9 ms [2022-04-09 17:31:04 main:581] : INFO : Epoch 2023 | loss: 0.0310417 | val_loss: 0.0310538 | Time: 10392.2 ms [2022-04-09 17:31:15 main:581] : INFO : Epoch 2024 | loss: 0.0310419 | val_loss: 0.031056 | Time: 10478.1 ms [2022-04-09 17:31:25 main:581] : INFO : Epoch 2025 | loss: 0.0310397 | val_loss: 0.0310536 | Time: 10395.5 ms [2022-04-09 17:31:35 main:581] : INFO : Epoch 2026 | loss: 0.0310403 | val_loss: 0.0310556 | Time: 10032.6 ms [2022-04-09 17:31:46 main:581] : INFO : Epoch 2027 | loss: 0.0310401 | val_loss: 0.0310544 | Time: 10123 ms [2022-04-09 17:31:56 main:581] : INFO : Epoch 2028 | loss: 0.0310412 | val_loss: 0.031053 | Time: 10268.2 ms [2022-04-09 17:32:06 main:581] : INFO : Epoch 2029 | loss: 0.0310415 | val_loss: 0.031055 | Time: 10353.5 ms [2022-04-09 17:32:17 main:581] : INFO : Epoch 2030 | loss: 0.0310411 | val_loss: 0.0310614 | Time: 10723.8 ms [2022-04-09 17:32:27 main:581] : INFO : Epoch 2031 | loss: 0.0310587 | val_loss: 0.0310646 | Time: 10018.6 ms [2022-04-09 17:32:36 main:581] : INFO : Epoch 2032 | loss: 0.0310535 | val_loss: 0.0310579 | Time: 9440.09 ms [2022-04-09 17:32:47 main:581] : INFO : Epoch 2033 | loss: 0.0310454 | val_loss: 0.0310568 | Time: 10312.8 ms [2022-04-09 17:32:57 main:581] : INFO : Epoch 2034 | loss: 0.0310435 | val_loss: 0.0310585 | Time: 10199.9 ms [2022-04-09 17:33:07 main:581] : INFO : Epoch 2035 | loss: 0.0310466 | val_loss: 0.0310604 | Time: 10581.2 ms [2022-04-09 17:33:17 main:581] : INFO : Epoch 2036 | loss: 0.0310571 | val_loss: 0.0310735 | Time: 10046.4 ms [2022-04-09 17:33:27 main:581] : INFO : Epoch 2037 | loss: 0.0310919 | val_loss: 0.0310953 | Time: 9887.83 ms [2022-04-09 17:33:34 main:581] : INFO : Epoch 2038 | loss: 0.031103 | val_loss: 0.0311156 | Time: 6980.46 ms [2022-04-09 17:33:41 main:581] : INFO : Epoch 2039 | loss: 0.0311129 | val_loss: 0.0310994 | Time: 6927.25 ms [2022-04-09 17:33:51 main:581] : INFO : Epoch 2040 | loss: 0.0310915 | val_loss: 0.0310922 | Time: 10134.5 ms [2022-04-09 17:34:02 main:581] : INFO : Epoch 2041 | loss: 0.031083 | val_loss: 0.0310804 | Time: 10675.7 ms [2022-04-09 17:34:13 main:581] : INFO : Epoch 2042 | loss: 0.0310735 | val_loss: 0.0310796 | Time: 10457.3 ms [2022-04-09 17:34:23 main:581] : INFO : Epoch 2043 | loss: 0.0310685 | val_loss: 0.0310714 | Time: 10157.9 ms [2022-04-09 17:34:33 main:581] : INFO : Epoch 2044 | loss: 0.0310891 | val_loss: 0.0311418 | Time: 10490.1 ms [2022-04-09 17:34:41 main:581] : INFO : Epoch 2045 | loss: 0.0311781 | val_loss: 0.031207 | Time: 8242.89 ms [2022-04-09 17:34:52 main:581] : INFO : Epoch 2046 | loss: 0.0312084 | val_loss: 0.0312192 | Time: 10272.4 ms [2022-04-09 17:35:02 main:581] : INFO : Epoch 2047 | loss: 0.0312247 | val_loss: 0.0311981 | Time: 10298 ms [2022-04-09 17:35:12 main:581] : INFO : Epoch 2048 | loss: 0.0311968 | val_loss: 0.0311827 | Time: 10413.7 ms [2022-04-09 17:35:12 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311827 [2022-04-09 17:35:12 main:610] : INFO : Saving end state to config to file [2022-04-09 17:35:12 main:615] : INFO : Success, exiting.. 17:35:12 (18137): 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)