Task 14377545
| Name | ParityModified-1647040555-19628-3-0_0 |
| Workunit | 11423404 |
| Created | 5 Apr 2022, 8:43:17 UTC |
| Sent | 9 Apr 2022, 15:00:13 UTC |
| Report deadline | 17 Apr 2022, 15:00:13 UTC |
| Received | 12 Apr 2022, 2:51:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 1 hours 29 min 18 sec |
| CPU time | 15 hours 16 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> me: 44475 ms [2022-04-11 15:34:06 main:574] : INFO : Epoch 1542 | loss: 0.0311417 | val_loss: 0.0311798 | Time: 44416 ms [2022-04-11 15:34:50 main:574] : INFO : Epoch 1543 | loss: 0.0311434 | val_loss: 0.0311782 | Time: 44496 ms [2022-04-11 15:35:35 main:574] : INFO : Epoch 1544 | loss: 0.0311416 | val_loss: 0.0311802 | Time: 44440.6 ms [2022-04-11 15:36:19 main:574] : INFO : Epoch 1545 | loss: 0.0311418 | val_loss: 0.0311875 | Time: 44487.7 ms [2022-04-11 15:37:04 main:574] : INFO : Epoch 1546 | loss: 0.0311434 | val_loss: 0.0311829 | Time: 44456.7 ms [2022-04-11 15:37:49 main:574] : INFO : Epoch 1547 | loss: 0.0311412 | val_loss: 0.0311824 | Time: 44559.8 ms [2022-04-11 15:38:33 main:574] : INFO : Epoch 1548 | loss: 0.0311433 | val_loss: 0.0311875 | Time: 44373.5 ms [2022-04-11 15:39:18 main:574] : INFO : Epoch 1549 | loss: 0.0311421 | val_loss: 0.0311787 | Time: 44463.5 ms [2022-04-11 15:40:02 main:574] : INFO : Epoch 1550 | loss: 0.0311453 | val_loss: 0.0311741 | Time: 44573.7 ms [2022-04-11 15:40:47 main:574] : INFO : Epoch 1551 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 44466.4 ms [2022-04-11 15:41:31 main:574] : INFO : Epoch 1552 | loss: 0.031153 | val_loss: 0.0311742 | Time: 44485.1 ms [2022-04-11 15:42:16 main:574] : INFO : Epoch 1553 | loss: 0.0311526 | val_loss: 0.0311742 | Time: 44506.2 ms [2022-04-11 15:43:01 main:574] : INFO : Epoch 1554 | loss: 0.0311521 | val_loss: 0.0311746 | Time: 44404.3 ms [2022-04-11 15:43:45 main:574] : INFO : Epoch 1555 | loss: 0.0311515 | val_loss: 0.0311733 | Time: 44403.6 ms [2022-04-11 15:44:30 main:574] : INFO : Epoch 1556 | loss: 0.0311506 | val_loss: 0.0311736 | Time: 44304.9 ms [2022-04-11 15:45:14 main:574] : INFO : Epoch 1557 | loss: 0.0311472 | val_loss: 0.0311727 | Time: 44505 ms [2022-04-11 15:45:59 main:574] : INFO : Epoch 1558 | loss: 0.0311472 | val_loss: 0.0311715 | Time: 44445.7 ms [2022-04-11 15:46:43 main:574] : INFO : Epoch 1559 | loss: 0.0311482 | val_loss: 0.031174 | Time: 44557.5 ms [2022-04-11 15:47:28 main:574] : INFO : Epoch 1560 | loss: 0.0311516 | val_loss: 0.0311718 | Time: 44369.9 ms [2022-04-11 15:48:12 main:574] : INFO : Epoch 1561 | loss: 0.0311525 | val_loss: 0.0311743 | Time: 44537.2 ms [2022-04-11 15:48:57 main:574] : INFO : Epoch 1562 | loss: 0.0311512 | val_loss: 0.0311719 | Time: 44536.4 ms [2022-04-11 15:49:42 main:574] : INFO : Epoch 1563 | loss: 0.0311501 | val_loss: 0.0311705 | Time: 44557.3 ms [2022-04-11 15:50:26 main:574] : INFO : Epoch 1564 | loss: 0.0311507 | val_loss: 0.0311751 | Time: 44440.7 ms [2022-04-11 15:51:11 main:574] : INFO : Epoch 1565 | loss: 0.031155 | val_loss: 0.0311713 | Time: 44571.4 ms [2022-04-11 15:51:56 main:574] : INFO : Epoch 1566 | loss: 0.0311566 | val_loss: 0.0311697 | Time: 44378.4 ms [2022-04-11 15:52:40 main:574] : INFO : Epoch 1567 | loss: 0.0311544 | val_loss: 0.03117 | Time: 44452.9 ms [2022-04-11 15:53:25 main:574] : INFO : Epoch 1568 | loss: 0.0311535 | val_loss: 0.0311762 | Time: 44372.5 ms [2022-04-11 15:54:09 main:574] : INFO : Epoch 1569 | loss: 0.0311531 | val_loss: 0.0311743 | Time: 44442.7 ms [2022-04-11 15:54:54 main:574] : INFO : Epoch 1570 | loss: 0.031154 | val_loss: 0.031173 | Time: 44406.3 ms [2022-04-11 15:55:38 main:574] : INFO : Epoch 1571 | loss: 0.0311513 | val_loss: 0.0311745 | Time: 44427 ms [2022-04-11 15:56:23 main:574] : INFO : Epoch 1572 | loss: 0.0311508 | val_loss: 0.0311745 | Time: 44329 ms [2022-04-11 15:57:07 main:574] : INFO : Epoch 1573 | loss: 0.0311515 | val_loss: 0.031176 | Time: 44528.2 ms [2022-04-11 15:57:52 main:574] : INFO : Epoch 1574 | loss: 0.0311515 | val_loss: 0.0311729 | Time: 44450.9 ms [2022-04-11 15:58:36 main:574] : INFO : Epoch 1575 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 44347 ms [2022-04-11 15:59:21 main:574] : INFO : Epoch 1576 | loss: 0.031152 | val_loss: 0.0311806 | Time: 44458.7 ms [2022-04-11 16:00:05 main:574] : INFO : Epoch 1577 | loss: 0.0311526 | val_loss: 0.0311721 | Time: 44443.1 ms [2022-04-11 16:00:50 main:574] : INFO : Epoch 1578 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 44554.7 ms [2022-04-11 16:01:35 main:574] : INFO : Epoch 1579 | loss: 0.0311491 | val_loss: 0.031174 | Time: 44532 ms [2022-04-11 16:02:19 main:574] : INFO : Epoch 1580 | loss: 0.0311488 | val_loss: 0.0311748 | Time: 44290.6 ms [2022-04-11 16:03:04 main:574] : INFO : Epoch 1581 | loss: 0.0311494 | val_loss: 0.0311772 | Time: 44442.4 ms [2022-04-11 16:03:48 main:574] : INFO : Epoch 1582 | loss: 0.0311498 | val_loss: 0.0311744 | Time: 44414 ms [2022-04-11 16:04:33 main:574] : INFO : Epoch 1583 | loss: 0.0311489 | val_loss: 0.031177 | Time: 44419.7 ms [2022-04-11 16:05:17 main:574] : INFO : Epoch 1584 | loss: 0.0311498 | val_loss: 0.0311739 | Time: 44302.8 ms [2022-04-11 16:06:02 main:574] : INFO : Epoch 1585 | loss: 0.0311478 | val_loss: 0.0311746 | Time: 44473.3 ms [2022-04-11 16:06:46 main:574] : INFO : Epoch 1586 | loss: 0.0311478 | val_loss: 0.0311746 | Time: 44487.1 ms [2022-04-11 16:07:31 main:574] : INFO : Epoch 1587 | loss: 0.0311467 | val_loss: 0.0311717 | Time: 44416.1 ms [2022-04-11 16:08:15 main:574] : INFO : Epoch 1588 | loss: 0.0311464 | val_loss: 0.0311696 | Time: 44492.3 ms [2022-04-11 16:09:00 main:574] : INFO : Epoch 1589 | loss: 0.031147 | val_loss: 0.0311763 | Time: 44392.1 ms [2022-04-11 16:09:44 main:574] : INFO : Epoch 1590 | loss: 0.0311475 | val_loss: 0.0311791 | Time: 44333.4 ms [2022-04-11 16:10:29 main:574] : INFO : Epoch 1591 | loss: 0.0311487 | val_loss: 0.0311698 | Time: 44540.3 ms [2022-04-11 16:11:13 main:574] : INFO : Epoch 1592 | loss: 0.0311459 | val_loss: 0.0311713 | Time: 44412.4 ms [2022-04-11 16:11:58 main:574] : INFO : Epoch 1593 | loss: 0.0311469 | val_loss: 0.0311731 | Time: 44414.4 ms [2022-04-11 16:12:42 main:574] : INFO : Epoch 1594 | loss: 0.0311471 | val_loss: 0.0311698 | Time: 44381.6 ms [2022-04-11 16:13:27 main:574] : INFO : Epoch 1595 | loss: 0.0311484 | val_loss: 0.0311729 | Time: 44471.7 ms [2022-04-11 16:14:11 main:574] : INFO : Epoch 1596 | loss: 0.0311475 | val_loss: 0.0311747 | Time: 44417.7 ms [2022-04-11 16:14:56 main:574] : INFO : Epoch 1597 | loss: 0.0311457 | val_loss: 0.0311704 | Time: 44361.9 ms [2022-04-11 16:15:40 main:574] : INFO : Epoch 1598 | loss: 0.0311473 | val_loss: 0.0311732 | Time: 44500.1 ms [2022-04-11 16:16:25 main:574] : INFO : Epoch 1599 | loss: 0.0311469 | val_loss: 0.0311731 | Time: 44423.4 ms [2022-04-11 16:17:09 main:574] : INFO : Epoch 1600 | loss: 0.031147 | val_loss: 0.031173 | Time: 44425.1 ms [2022-04-11 16:17:54 main:574] : INFO : Epoch 1601 | loss: 0.0311479 | val_loss: 0.0311744 | Time: 44476 ms [2022-04-11 16:18:38 main:574] : INFO : Epoch 1602 | loss: 0.0311479 | val_loss: 0.0311711 | Time: 44454.4 ms [2022-04-11 16:19:23 main:574] : INFO : Epoch 1603 | loss: 0.0311492 | val_loss: 0.0311777 | Time: 44413.4 ms [2022-04-11 16:20:08 main:574] : INFO : Epoch 1604 | loss: 0.0311505 | val_loss: 0.0311793 | Time: 44564.8 ms [2022-04-11 16:20:52 main:574] : INFO : Epoch 1605 | loss: 0.0311524 | val_loss: 0.0311772 | Time: 44504.5 ms [2022-04-11 16:21:37 main:574] : INFO : Epoch 1606 | loss: 0.0311516 | val_loss: 0.0311758 | Time: 44533.9 ms [2022-04-11 16:22:21 main:574] : INFO : Epoch 1607 | loss: 0.0311509 | val_loss: 0.0311761 | Time: 44432.8 ms [2022-04-11 16:23:06 main:574] : INFO : Epoch 1608 | loss: 0.0311534 | val_loss: 0.0311767 | Time: 44467.6 ms [2022-04-11 16:23:51 main:574] : INFO : Epoch 1609 | loss: 0.0311527 | val_loss: 0.0311741 | Time: 44440.7 ms [2022-04-11 16:24:35 main:574] : INFO : Epoch 1610 | loss: 0.0311513 | val_loss: 0.0311774 | Time: 44518.9 ms [2022-04-11 16:25:20 main:574] : INFO : Epoch 1611 | loss: 0.0311506 | val_loss: 0.031177 | Time: 44529.2 ms [2022-04-11 16:26:04 main:574] : INFO : Epoch 1612 | loss: 0.0311512 | val_loss: 0.0311748 | Time: 44517.1 ms [2022-04-11 16:26:49 main:574] : INFO : Epoch 1613 | loss: 0.0311505 | val_loss: 0.0311772 | Time: 44478.9 ms [2022-04-11 16:27:33 main:574] : INFO : Epoch 1614 | loss: 0.0311528 | val_loss: 0.0311753 | Time: 44516.9 ms [2022-04-11 16:28:18 main:574] : INFO : Epoch 1615 | loss: 0.0311504 | val_loss: 0.0311697 | Time: 44421.7 ms [2022-04-11 16:29:03 main:574] : INFO : Epoch 1616 | loss: 0.031151 | val_loss: 0.0311791 | Time: 44459.4 ms [2022-04-11 16:29:47 main:574] : INFO : Epoch 1617 | loss: 0.0311542 | val_loss: 0.0311739 | Time: 44436.1 ms [2022-04-11 16:30:31 main:574] : INFO : Epoch 1618 | loss: 0.03115 | val_loss: 0.0311753 | Time: 44328.4 ms [2022-04-11 16:31:16 main:574] : INFO : Epoch 1619 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 44437.7 ms [2022-04-11 16:32:00 main:574] : INFO : Epoch 1620 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 44423.1 ms [2022-04-11 16:32:45 main:574] : INFO : Epoch 1621 | loss: 0.0311705 | val_loss: 0.031183 | Time: 44445.5 ms [2022-04-11 16:33:30 main:574] : INFO : Epoch 1622 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 44473 ms [2022-04-11 16:34:14 main:574] : INFO : Epoch 1623 | loss: 0.0311674 | val_loss: 0.0311796 | Time: 44510.7 ms [2022-04-11 16:34:59 main:574] : INFO : Epoch 1624 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 44453.6 ms [2022-04-11 16:35:43 main:574] : INFO : Epoch 1625 | loss: 0.0311671 | val_loss: 0.0311807 | Time: 44524.2 ms [2022-04-11 16:36:28 main:574] : INFO : Epoch 1626 | loss: 0.0311649 | val_loss: 0.0311816 | Time: 44450.9 ms [2022-04-11 16:37:13 main:574] : INFO : Epoch 1627 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 44394.8 ms [2022-04-11 16:37:57 main:574] : INFO : Epoch 1628 | loss: 0.0311723 | val_loss: 0.0311776 | Time: 44469.8 ms [2022-04-11 16:38:42 main:574] : INFO : Epoch 1629 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 44378.1 ms [2022-04-11 16:39:26 main:574] : INFO : Epoch 1630 | loss: 0.0311678 | val_loss: 0.031176 | Time: 44438.7 ms [2022-04-11 16:40:11 main:574] : INFO : Epoch 1631 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 44392 ms [2022-04-11 16:40:55 main:574] : INFO : Epoch 1632 | loss: 0.031166 | val_loss: 0.0311755 | Time: 44431.1 ms [2022-04-11 16:41:40 main:574] : INFO : Epoch 1633 | loss: 0.0311651 | val_loss: 0.0311775 | Time: 44575.1 ms [2022-04-11 16:42:25 main:574] : INFO : Epoch 1634 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 44407 ms [2022-04-11 16:43:09 main:574] : INFO : Epoch 1635 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 44812.8 ms [2022-04-11 16:43:54 main:574] : INFO : Epoch 1636 | loss: 0.0311651 | val_loss: 0.0311747 | Time: 44650.9 ms [2022-04-11 16:44:39 main:574] : INFO : Epoch 1637 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 44361.8 ms [2022-04-11 16:45:23 main:574] : INFO : Epoch 1638 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 44419.1 ms [2022-04-11 16:46:08 main:574] : INFO : Epoch 1639 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 44496.9 ms [2022-04-11 16:46:53 main:574] : INFO : Epoch 1640 | loss: 0.0311628 | val_loss: 0.0311764 | Time: 44544.3 ms [2022-04-11 16:47:37 main:574] : INFO : Epoch 1641 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 44432.8 ms [2022-04-11 16:48:22 main:574] : INFO : Epoch 1642 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 44418.1 ms [2022-04-11 16:49:06 main:574] : INFO : Epoch 1643 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 44474.4 ms [2022-04-11 16:49:51 main:574] : INFO : Epoch 1644 | loss: 0.0311589 | val_loss: 0.0311743 | Time: 44413.6 ms [2022-04-11 16:50:35 main:574] : INFO : Epoch 1645 | loss: 0.03116 | val_loss: 0.031176 | Time: 44501 ms [2022-04-11 16:51:20 main:574] : INFO : Epoch 1646 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 44468.9 ms [2022-04-11 16:52:05 main:574] : INFO : Epoch 1647 | loss: 0.0311578 | val_loss: 0.0311762 | Time: 44615.1 ms [2022-04-11 16:52:49 main:574] : INFO : Epoch 1648 | loss: 0.0311614 | val_loss: 0.0311747 | Time: 44609.8 ms [2022-04-11 16:53:34 main:574] : INFO : Epoch 1649 | loss: 0.0311621 | val_loss: 0.0311806 | Time: 44420.5 ms [2022-04-11 16:54:18 main:574] : INFO : Epoch 1650 | loss: 0.0311607 | val_loss: 0.0311762 | Time: 44453.2 ms [2022-04-11 16:55:03 main:574] : INFO : Epoch 1651 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 44462.8 ms [2022-04-11 16:55:48 main:574] : INFO : Epoch 1652 | loss: 0.0311591 | val_loss: 0.031175 | Time: 44435.9 ms [2022-04-11 16:56:32 main:574] : INFO : Epoch 1653 | loss: 0.031158 | val_loss: 0.031177 | Time: 44351.4 ms [2022-04-11 16:57:16 main:574] : INFO : Epoch 1654 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 44324.4 ms [2022-04-11 16:58:01 main:574] : INFO : Epoch 1655 | loss: 0.0311617 | val_loss: 0.0311754 | Time: 44527.8 ms [2022-04-11 16:58:46 main:574] : INFO : Epoch 1656 | loss: 0.0311593 | val_loss: 0.0311843 | Time: 44546 ms [2022-04-11 16:59:30 main:574] : INFO : Epoch 1657 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 44529.3 ms [2022-04-11 17:00:15 main:574] : INFO : Epoch 1658 | loss: 0.0311579 | val_loss: 0.0311799 | Time: 44455.8 ms [2022-04-11 17:01:00 main:574] : INFO : Epoch 1659 | loss: 0.0311566 | val_loss: 0.0311776 | Time: 44479.4 ms [2022-04-11 17:01:44 main:574] : INFO : Epoch 1660 | loss: 0.0311578 | val_loss: 0.0311759 | Time: 44645.3 ms [2022-04-11 17:02:29 main:574] : INFO : Epoch 1661 | loss: 0.0311593 | val_loss: 0.0311752 | Time: 44761.5 ms [2022-04-11 17:03:14 main:574] : INFO : Epoch 1662 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 44590.9 ms [2022-04-11 17:04:11 main:574] : INFO : Epoch 1663 | loss: 0.0311589 | val_loss: 0.0311776 | Time: 54855.5 ms [2022-04-11 17:04:56 main:574] : INFO : Epoch 1664 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 44482.7 ms [2022-04-11 17:05:40 main:574] : INFO : Epoch 1665 | loss: 0.031158 | val_loss: 0.0311781 | Time: 44436.7 ms [2022-04-11 17:06:25 main:574] : INFO : Epoch 1666 | loss: 0.031157 | val_loss: 0.0311776 | Time: 44485.3 ms [2022-04-11 17:07:10 main:574] : INFO : Epoch 1667 | loss: 0.0311578 | val_loss: 0.0311776 | Time: 44530.7 ms [2022-04-11 17:07:54 main:574] : INFO : Epoch 1668 | loss: 0.0311592 | val_loss: 0.0311761 | Time: 44475.4 ms [2022-04-11 17:08:39 main:574] : INFO : Epoch 1669 | loss: 0.0311583 | val_loss: 0.0311776 | Time: 44506.6 ms [2022-04-11 17:09:23 main:574] : INFO : Epoch 1670 | loss: 0.0311571 | val_loss: 0.031174 | Time: 44565 ms [2022-04-11 17:10:08 main:574] : INFO : Epoch 1671 | loss: 0.031157 | val_loss: 0.0311755 | Time: 44498.5 ms [2022-04-11 17:10:53 main:574] : INFO : Epoch 1672 | loss: 0.0311561 | val_loss: 0.0311751 | Time: 44413.7 ms [2022-04-11 17:11:37 main:574] : INFO : Epoch 1673 | loss: 0.0311577 | val_loss: 0.0311796 | Time: 44490.5 ms [2022-04-11 17:12:22 main:574] : INFO : Epoch 1674 | loss: 0.0311583 | val_loss: 0.0311804 | Time: 44505 ms [2022-04-11 17:13:06 main:574] : INFO : Epoch 1675 | loss: 0.031158 | val_loss: 0.031176 | Time: 44465.8 ms [2022-04-11 17:13:51 main:574] : INFO : Epoch 1676 | loss: 0.0311555 | val_loss: 0.0311766 | Time: 44351.4 ms [2022-04-11 17:14:35 main:574] : INFO : Epoch 1677 | loss: 0.0311563 | val_loss: 0.0311769 | Time: 44311 ms [2022-04-11 17:15:20 main:574] : INFO : Epoch 1678 | loss: 0.0311576 | val_loss: 0.0311757 | Time: 44364.9 ms [2022-04-11 17:16:04 main:574] : INFO : Epoch 1679 | loss: 0.0311561 | val_loss: 0.0311745 | Time: 44347.9 ms [2022-04-11 17:16:49 main:574] : INFO : Epoch 1680 | loss: 0.0311549 | val_loss: 0.031175 | Time: 44451.8 ms [2022-04-11 17:17:33 main:574] : INFO : Epoch 1681 | loss: 0.0311558 | val_loss: 0.0311816 | Time: 44413.2 ms [2022-04-11 17:18:18 main:574] : INFO : Epoch 1682 | loss: 0.0311583 | val_loss: 0.0311769 | Time: 44433.2 ms [2022-04-11 17:19:02 main:574] : INFO : Epoch 1683 | loss: 0.0311547 | val_loss: 0.0311756 | Time: 44500.6 ms [2022-04-11 17:19:47 main:574] : INFO : Epoch 1684 | loss: 0.0311542 | val_loss: 0.0311745 | Time: 44482.7 ms [2022-04-11 17:20:31 main:574] : INFO : Epoch 1685 | loss: 0.0311553 | val_loss: 0.0311759 | Time: 44414.8 ms [2022-04-11 17:21:16 main:574] : INFO : Epoch 1686 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 44473.3 ms [2022-04-11 17:22:00 main:574] : INFO : Epoch 1687 | loss: 0.0311552 | val_loss: 0.0311752 | Time: 44493.4 ms [2022-04-11 17:22:45 main:574] : INFO : Epoch 1688 | loss: 0.0311544 | val_loss: 0.0311737 | Time: 44365.6 ms [2022-04-11 17:23:30 main:574] : INFO : Epoch 1689 | loss: 0.0311585 | val_loss: 0.0311767 | Time: 44546.9 ms [2022-04-11 17:24:14 main:574] : INFO : Epoch 1690 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 44580.2 ms [2022-04-11 17:24:59 main:574] : INFO : Epoch 1691 | loss: 0.0311561 | val_loss: 0.0311753 | Time: 44553.2 ms [2022-04-11 17:25:43 main:574] : INFO : Epoch 1692 | loss: 0.0311525 | val_loss: 0.0311767 | Time: 44404.6 ms [2022-04-11 17:26:28 main:574] : INFO : Epoch 1693 | loss: 0.0311533 | val_loss: 0.0311753 | Time: 44501.1 ms [2022-04-11 17:27:13 main:574] : INFO : Epoch 1694 | loss: 0.0311545 | val_loss: 0.0311742 | Time: 44525.7 ms [2022-04-11 17:27:57 main:574] : INFO : Epoch 1695 | loss: 0.0311563 | val_loss: 0.0311736 | Time: 44396.6 ms [2022-04-11 17:28:42 main:574] : INFO : Epoch 1696 | loss: 0.031157 | val_loss: 0.0311778 | Time: 44303.3 ms [2022-04-11 17:29:26 main:574] : INFO : Epoch 1697 | loss: 0.0311569 | val_loss: 0.0311743 | Time: 44462.5 ms [2022-04-11 17:30:11 main:574] : INFO : Epoch 1698 | loss: 0.0311553 | val_loss: 0.0311772 | Time: 44425 ms [2022-04-11 17:30:55 main:574] : INFO : Epoch 1699 | loss: 0.0311576 | val_loss: 0.0311831 | Time: 44398.7 ms [2022-04-11 17:31:39 main:574] : INFO : Epoch 1700 | loss: 0.0311592 | val_loss: 0.031176 | Time: 44276.4 ms [2022-04-11 17:32:24 main:574] : INFO : Epoch 1701 | loss: 0.0311587 | val_loss: 0.0311769 | Time: 44495.7 ms [2022-04-11 17:33:09 main:574] : INFO : Epoch 1702 | loss: 0.0311567 | val_loss: 0.031176 | Time: 44397.3 ms [2022-04-11 17:33:53 main:574] : INFO : Epoch 1703 | loss: 0.0311609 | val_loss: 0.0311866 | Time: 44444 ms [2022-04-11 17:34:38 main:574] : INFO : Epoch 1704 | loss: 0.0311605 | val_loss: 0.0311823 | Time: 44410.3 ms [2022-04-11 17:35:22 main:574] : INFO : Epoch 1705 | loss: 0.0311569 | val_loss: 0.0311842 | Time: 44431.2 ms [2022-04-11 17:36:07 main:574] : INFO : Epoch 1706 | loss: 0.0311555 | val_loss: 0.031179 | Time: 44422.8 ms [2022-04-11 17:36:51 main:574] : INFO : Epoch 1707 | loss: 0.0311556 | val_loss: 0.0311788 | Time: 44586.8 ms [2022-04-11 17:37:36 main:574] : INFO : Epoch 1708 | loss: 0.0311632 | val_loss: 0.031185 | Time: 44454.4 ms [2022-04-11 17:38:21 main:574] : INFO : Epoch 1709 | loss: 0.0311657 | val_loss: 0.0311786 | Time: 44501.6 ms [2022-04-11 17:39:05 main:574] : INFO : Epoch 1710 | loss: 0.0311615 | val_loss: 0.0311791 | Time: 44425.8 ms [2022-04-11 17:39:50 main:574] : INFO : Epoch 1711 | loss: 0.0311589 | val_loss: 0.0311759 | Time: 44507.1 ms [2022-04-11 17:40:34 main:574] : INFO : Epoch 1712 | loss: 0.0311581 | val_loss: 0.0311774 | Time: 44323.7 ms [2022-04-11 17:41:19 main:574] : INFO : Epoch 1713 | loss: 0.0311569 | val_loss: 0.0311768 | Time: 44372.6 ms [2022-04-11 17:42:03 main:574] : INFO : Epoch 1714 | loss: 0.031158 | val_loss: 0.0311774 | Time: 44365.1 ms [2022-04-11 17:42:48 main:574] : INFO : Epoch 1715 | loss: 0.0311569 | val_loss: 0.0311774 | Time: 44529.1 ms [2022-04-11 17:43:32 main:574] : INFO : Epoch 1716 | loss: 0.0311577 | val_loss: 0.031179 | Time: 44392.6 ms [2022-04-11 17:44:17 main:574] : INFO : Epoch 1717 | loss: 0.0311556 | val_loss: 0.0311774 | Time: 44544.5 ms [2022-04-11 17:45:01 main:574] : INFO : Epoch 1718 | loss: 0.0311561 | val_loss: 0.0311752 | Time: 44520.9 ms [2022-04-11 17:45:46 main:574] : INFO : Epoch 1719 | loss: 0.0311561 | val_loss: 0.0311764 | Time: 44453.1 ms [2022-04-11 17:46:31 main:574] : INFO : Epoch 1720 | loss: 0.0311586 | val_loss: 0.0311759 | Time: 44449 ms [2022-04-11 17:47:15 main:574] : INFO : Epoch 1721 | loss: 0.0311545 | val_loss: 0.0311755 | Time: 44411 ms [2022-04-11 17:48:00 main:574] : INFO : Epoch 1722 | loss: 0.0311569 | val_loss: 0.0311759 | Time: 44403.9 ms [2022-04-11 17:48:44 main:574] : INFO : Epoch 1723 | loss: 0.0311557 | val_loss: 0.0311734 | Time: 44431.7 ms [2022-04-11 17:49:29 main:574] : INFO : Epoch 1724 | loss: 0.0311543 | val_loss: 0.031179 | Time: 44417.2 ms [2022-04-11 17:50:13 main:574] : INFO : Epoch 1725 | loss: 0.0311603 | val_loss: 0.0311837 | Time: 44457.7 ms [2022-04-11 17:50:58 main:574] : INFO : Epoch 1726 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 44456.6 ms [2022-04-11 17:51:42 main:574] : INFO : Epoch 1727 | loss: 0.0311647 | val_loss: 0.0311818 | Time: 44436.1 ms [2022-04-11 17:52:27 main:574] : INFO : Epoch 1728 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 44344.9 ms [2022-04-11 17:53:12 main:574] : INFO : Epoch 1729 | loss: 0.031167 | val_loss: 0.0311793 | Time: 44424.7 ms [2022-04-11 17:53:56 main:574] : INFO : Epoch 1730 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 44568.8 ms [2022-04-11 17:54:41 main:574] : INFO : Epoch 1731 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 44453 ms [2022-04-11 17:55:25 main:574] : INFO : Epoch 1732 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 44364.2 ms [2022-04-11 17:56:10 main:574] : INFO : Epoch 1733 | loss: 0.0311619 | val_loss: 0.0311806 | Time: 44545.3 ms [2022-04-11 17:56:54 main:574] : INFO : Epoch 1734 | loss: 0.031162 | val_loss: 0.031176 | Time: 44519 ms [2022-04-11 17:57:39 main:574] : INFO : Epoch 1735 | loss: 0.0311612 | val_loss: 0.0311811 | Time: 44469.9 ms [2022-04-11 17:58:24 main:574] : INFO : Epoch 1736 | loss: 0.03116 | val_loss: 0.0311788 | Time: 44446.8 ms [2022-04-11 17:59:09 main:574] : INFO : Epoch 1737 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 44440.5 ms [2022-04-11 17:59:53 main:574] : INFO : Epoch 1738 | loss: 0.0311627 | val_loss: 0.0311867 | Time: 44429.9 ms [2022-04-11 18:00:38 main:574] : INFO : Epoch 1739 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 44547.8 ms [2022-04-11 18:01:22 main:574] : INFO : Epoch 1740 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 44561.1 ms [2022-04-11 18:02:07 main:574] : INFO : Epoch 1741 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 44434.5 ms [2022-04-11 18:02:51 main:574] : INFO : Epoch 1742 | loss: 0.0311837 | val_loss: 0.0311989 | Time: 44425.7 ms [2022-04-11 18:03:36 main:574] : INFO : Epoch 1743 | loss: 0.0311947 | val_loss: 0.0311951 | Time: 44349.1 ms [2022-04-11 18:04:20 main:574] : INFO : Epoch 1744 | loss: 0.0311895 | val_loss: 0.0311893 | Time: 44337 ms [2022-04-11 18:05:05 main:574] : INFO : Epoch 1745 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 44576.5 ms [2022-04-11 18:05:50 main:574] : INFO : Epoch 1746 | loss: 0.0311834 | val_loss: 0.031186 | Time: 44454.8 ms [2022-04-11 18:06:34 main:574] : INFO : Epoch 1747 | loss: 0.0311815 | val_loss: 0.0311875 | Time: 44545.6 ms [2022-04-11 18:07:19 main:574] : INFO : Epoch 1748 | loss: 0.0311806 | val_loss: 0.0311861 | Time: 44407.8 ms [2022-04-11 18:08:03 main:574] : INFO : Epoch 1749 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 44557.7 ms [2022-04-11 18:08:48 main:574] : INFO : Epoch 1750 | loss: 0.031177 | val_loss: 0.0311832 | Time: 44340.5 ms [2022-04-11 18:09:32 main:574] : INFO : Epoch 1751 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 44502.9 ms [2022-04-11 18:10:17 main:574] : INFO : Epoch 1752 | loss: 0.0311754 | val_loss: 0.0311851 | Time: 44386.9 ms [2022-04-11 18:11:01 main:574] : INFO : Epoch 1753 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 44475.6 ms [2022-04-11 18:11:46 main:574] : INFO : Epoch 1754 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 44393.5 ms [2022-04-11 18:12:30 main:574] : INFO : Epoch 1755 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 44468.5 ms [2022-04-11 18:13:15 main:574] : INFO : Epoch 1756 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 44384.5 ms [2022-04-11 18:13:59 main:574] : INFO : Epoch 1757 | loss: 0.0311731 | val_loss: 0.0311825 | Time: 44374.6 ms [2022-04-11 18:14:44 main:574] : INFO : Epoch 1758 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 44483.9 ms [2022-04-11 18:15:28 main:574] : INFO : Epoch 1759 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 44448.3 ms [2022-04-11 18:16:13 main:574] : INFO : Epoch 1760 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 44567.1 ms [2022-04-11 18:16:58 main:574] : INFO : Epoch 1761 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 44423.2 ms [2022-04-11 18:17:42 main:574] : INFO : Epoch 1762 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 44439.2 ms [2022-04-11 18:18:27 main:574] : INFO : Epoch 1763 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 44470.3 ms [2022-04-11 18:19:11 main:574] : INFO : Epoch 1764 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 44429.7 ms [2022-04-11 18:19:56 main:574] : INFO : Epoch 1765 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 44533.2 ms [2022-04-11 18:20:41 main:574] : INFO : Epoch 1766 | loss: 0.03117 | val_loss: 0.0311759 | Time: 44501.2 ms [2022-04-11 18:21:25 main:574] : INFO : Epoch 1767 | loss: 0.0311687 | val_loss: 0.0311751 | Time: 44485.5 ms [2022-04-11 18:22:10 main:574] : INFO : Epoch 1768 | loss: 0.0311683 | val_loss: 0.0311755 | Time: 44492.7 ms [2022-04-11 18:22:54 main:574] : INFO : Epoch 1769 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 44466 ms [2022-04-11 18:23:39 main:574] : INFO : Epoch 1770 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 44491.4 ms [2022-04-11 18:24:23 main:574] : INFO : Epoch 1771 | loss: 0.0311701 | val_loss: 0.0311763 | Time: 44442.8 ms [2022-04-11 18:25:08 main:574] : INFO : Epoch 1772 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 44438.2 ms [2022-04-11 18:25:53 main:574] : INFO : Epoch 1773 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 44517.1 ms [2022-04-11 18:26:37 main:574] : INFO : Epoch 1774 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 44469.5 ms [2022-04-11 18:27:22 main:574] : INFO : Epoch 1775 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 44446.2 ms [2022-04-11 18:28:06 main:574] : INFO : Epoch 1776 | loss: 0.0311663 | val_loss: 0.031176 | Time: 44543 ms [2022-04-11 18:28:51 main:574] : INFO : Epoch 1777 | loss: 0.031167 | val_loss: 0.031175 | Time: 44380.5 ms [2022-04-11 18:29:35 main:574] : INFO : Epoch 1778 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 44454.4 ms [2022-04-11 18:30:20 main:574] : INFO : Epoch 1779 | loss: 0.031167 | val_loss: 0.0311759 | Time: 44462.1 ms [2022-04-11 18:31:04 main:574] : INFO : Epoch 1780 | loss: 0.031167 | val_loss: 0.0311793 | Time: 44429.4 ms [2022-04-11 18:31:49 main:574] : INFO : Epoch 1781 | loss: 0.031167 | val_loss: 0.0311807 | Time: 44449.8 ms [2022-04-11 18:32:34 main:574] : INFO : Epoch 1782 | loss: 0.0311671 | val_loss: 0.031176 | Time: 44448.6 ms [2022-04-11 18:33:18 main:574] : INFO : Epoch 1783 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 44508.2 ms [2022-04-11 18:34:03 main:574] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311757 | Time: 44288.4 ms [2022-04-11 18:34:47 main:574] : INFO : Epoch 1785 | loss: 0.0311654 | val_loss: 0.0311758 | Time: 44541.7 ms [2022-04-11 18:35:32 main:574] : INFO : Epoch 1786 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 44362.3 ms [2022-04-11 18:36:16 main:574] : INFO : Epoch 1787 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 44509 ms [2022-04-11 18:37:01 main:574] : INFO : Epoch 1788 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 44481.5 ms [2022-04-11 18:37:46 main:574] : INFO : Epoch 1789 | loss: 0.0311659 | val_loss: 0.0311765 | Time: 44502.5 ms [2022-04-11 18:38:30 main:574] : INFO : Epoch 1790 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 44379.3 ms [2022-04-11 18:39:15 main:574] : INFO : Epoch 1791 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 44520.9 ms [2022-04-11 18:39:59 main:574] : INFO : Epoch 1792 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 44347.7 ms [2022-04-11 18:40:44 main:574] : INFO : Epoch 1793 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 44526.8 ms [2022-04-11 18:41:29 main:574] : INFO : Epoch 1794 | loss: 0.0311633 | val_loss: 0.0311751 | Time: 44662.1 ms [2022-04-11 18:42:13 main:574] : INFO : Epoch 1795 | loss: 0.0311633 | val_loss: 0.0311753 | Time: 44504.8 ms [2022-04-11 18:42:58 main:574] : INFO : Epoch 1796 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 44606.3 ms [2022-04-11 18:43:42 main:574] : INFO : Epoch 1797 | loss: 0.0311635 | val_loss: 0.0311745 | Time: 44555.3 ms [2022-04-11 18:44:27 main:574] : INFO : Epoch 1798 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 44444.8 ms [2022-04-11 18:45:12 main:574] : INFO : Epoch 1799 | loss: 0.0311651 | val_loss: 0.0311798 | Time: 44514 ms [2022-04-11 18:45:56 main:574] : INFO : Epoch 1800 | loss: 0.0311666 | val_loss: 0.031179 | Time: 44320.7 ms [2022-04-11 18:46:41 main:574] : INFO : Epoch 1801 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 44587.6 ms [2022-04-11 18:47:25 main:574] : INFO : Epoch 1802 | loss: 0.0311615 | val_loss: 0.0311753 | Time: 44479.9 ms [2022-04-11 18:48:10 main:574] : INFO : Epoch 1803 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 44446 ms [2022-04-11 18:48:54 main:574] : INFO : Epoch 1804 | loss: 0.031161 | val_loss: 0.0311757 | Time: 44478.9 ms [2022-04-11 18:49:39 main:574] : INFO : Epoch 1805 | loss: 0.0311621 | val_loss: 0.0311791 | Time: 44412 ms [2022-04-11 18:50:24 main:574] : INFO : Epoch 1806 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 44504.5 ms [2022-04-11 18:51:08 main:574] : INFO : Epoch 1807 | loss: 0.0311642 | val_loss: 0.031176 | Time: 44457.2 ms [2022-04-11 18:51:53 main:574] : INFO : Epoch 1808 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 44390.8 ms [2022-04-11 18:52:37 main:574] : INFO : Epoch 1809 | loss: 0.0311662 | val_loss: 0.031177 | Time: 44497.9 ms [2022-04-11 18:53:22 main:574] : INFO : Epoch 1810 | loss: 0.0311662 | val_loss: 0.0311775 | Time: 44365 ms [2022-04-11 18:54:07 main:574] : INFO : Epoch 1811 | loss: 0.0311721 | val_loss: 0.0312002 | Time: 44613.9 ms [2022-04-11 18:54:51 main:574] : INFO : Epoch 1812 | loss: 0.0312542 | val_loss: 0.0331132 | Time: 44384.5 ms [2022-04-11 18:55:36 main:574] : INFO : Epoch 1813 | loss: 0.0338844 | val_loss: 0.0367171 | Time: 44510.2 ms [2022-04-11 18:56:20 main:574] : INFO : Epoch 1814 | loss: 0.0324343 | val_loss: 0.0312695 | Time: 44332.1 ms [2022-04-11 18:57:05 main:574] : INFO : Epoch 1815 | loss: 0.0312746 | val_loss: 0.0312333 | Time: 44578.4 ms [2022-04-11 18:57:50 main:574] : INFO : Epoch 1816 | loss: 0.0311872 | val_loss: 0.0311811 | Time: 44467 ms [2022-04-11 18:58:34 main:574] : INFO : Epoch 1817 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 44497.4 ms [2022-04-11 18:59:19 main:574] : INFO : Epoch 1818 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 44548.1 ms [2022-04-11 19:00:04 main:574] : INFO : Epoch 1819 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 44617.9 ms [2022-04-11 19:00:49 main:574] : INFO : Epoch 1820 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 44439.5 ms [2022-04-11 19:01:33 main:574] : INFO : Epoch 1821 | loss: 0.0311666 | val_loss: 0.0311724 | Time: 44703.9 ms [2022-04-11 19:02:18 main:574] : INFO : Epoch 1822 | loss: 0.031165 | val_loss: 0.031174 | Time: 44424 ms [2022-04-11 19:03:03 main:574] : INFO : Epoch 1823 | loss: 0.0311644 | val_loss: 0.031175 | Time: 44482.7 ms [2022-04-11 19:03:47 main:574] : INFO : Epoch 1824 | loss: 0.0311676 | val_loss: 0.0311831 | Time: 44367.1 ms [2022-04-11 19:04:32 main:574] : INFO : Epoch 1825 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 44613.3 ms [2022-04-11 19:05:17 main:574] : INFO : Epoch 1826 | loss: 0.0311657 | val_loss: 0.0311781 | Time: 44440.1 ms [2022-04-11 19:06:01 main:574] : INFO : Epoch 1827 | loss: 0.0311663 | val_loss: 0.031183 | Time: 44543.8 ms [2022-04-11 19:06:46 main:574] : INFO : Epoch 1828 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 44338.7 ms [2022-04-11 19:07:31 main:574] : INFO : Epoch 1829 | loss: 0.0311646 | val_loss: 0.0311767 | Time: 44626 ms [2022-04-11 19:08:15 main:574] : INFO : Epoch 1830 | loss: 0.031166 | val_loss: 0.0311778 | Time: 44557.2 ms [2022-04-11 19:09:00 main:574] : INFO : Epoch 1831 | loss: 0.031163 | val_loss: 0.0311782 | Time: 44466 ms [2022-04-11 19:09:44 main:574] : INFO : Epoch 1832 | loss: 0.0311654 | val_loss: 0.0311809 | Time: 44360.4 ms [2022-04-11 19:10:30 main:574] : INFO : Epoch 1833 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 45616.2 ms [2022-04-11 19:11:15 main:574] : INFO : Epoch 1834 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 44558.5 ms [2022-04-11 19:11:59 main:574] : INFO : Epoch 1835 | loss: 0.0311621 | val_loss: 0.031175 | Time: 44653.3 ms [2022-04-11 19:12:44 main:574] : INFO : Epoch 1836 | loss: 0.0311616 | val_loss: 0.0311859 | Time: 44384 ms [2022-04-11 19:13:28 main:574] : INFO : Epoch 1837 | loss: 0.0311633 | val_loss: 0.0311816 | Time: 44460.1 ms [2022-04-11 19:14:13 main:574] : INFO : Epoch 1838 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 44498.9 ms [2022-04-11 19:14:58 main:574] : INFO : Epoch 1839 | loss: 0.0311616 | val_loss: 0.0311767 | Time: 44503.8 ms [2022-04-11 19:15:44 main:574] : INFO : Epoch 1840 | loss: 0.0311627 | val_loss: 0.0311818 | Time: 46187.9 ms [2022-04-11 19:16:29 main:574] : INFO : Epoch 1841 | loss: 0.0311617 | val_loss: 0.0311783 | Time: 44978.9 ms [2022-04-11 19:17:14 main:574] : INFO : Epoch 1842 | loss: 0.0311607 | val_loss: 0.0311749 | Time: 44449.4 ms [2022-04-11 19:17:58 main:574] : INFO : Epoch 1843 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 44494 ms [2022-04-11 19:18:43 main:574] : INFO : Epoch 1844 | loss: 0.0311618 | val_loss: 0.0311804 | Time: 44472.5 ms [2022-04-11 19:19:27 main:574] : INFO : Epoch 1845 | loss: 0.0311612 | val_loss: 0.031179 | Time: 44294.6 ms [2022-04-11 19:20:13 main:574] : INFO : Epoch 1846 | loss: 0.0311619 | val_loss: 0.0311839 | Time: 45635.7 ms [2022-04-11 19:20:58 main:574] : INFO : Epoch 1847 | loss: 0.0311629 | val_loss: 0.031183 | Time: 44415 ms [2022-04-11 19:21:42 main:574] : INFO : Epoch 1848 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 44417.1 ms [2022-04-11 19:22:27 main:574] : INFO : Epoch 1849 | loss: 0.0311631 | val_loss: 0.0311848 | Time: 44385.2 ms [2022-04-11 19:23:11 main:574] : INFO : Epoch 1850 | loss: 0.031161 | val_loss: 0.0311839 | Time: 44462.2 ms [2022-04-11 19:23:56 main:574] : INFO : Epoch 1851 | loss: 0.0311627 | val_loss: 0.0311769 | Time: 44527 ms [2022-04-11 19:24:40 main:574] : INFO : Epoch 1852 | loss: 0.0311604 | val_loss: 0.0311796 | Time: 44450.8 ms [2022-04-11 19:25:25 main:574] : INFO : Epoch 1853 | loss: 0.0311593 | val_loss: 0.0311797 | Time: 44503.6 ms [2022-04-11 19:26:10 main:574] : INFO : Epoch 1854 | loss: 0.0311585 | val_loss: 0.0311766 | Time: 44443.4 ms [2022-04-11 19:26:54 main:574] : INFO : Epoch 1855 | loss: 0.0311589 | val_loss: 0.0311767 | Time: 44526.7 ms [2022-04-11 19:27:39 main:574] : INFO : Epoch 1856 | loss: 0.0311581 | val_loss: 0.0311763 | Time: 44358.5 ms [2022-04-11 19:28:23 main:574] : INFO : Epoch 1857 | loss: 0.031158 | val_loss: 0.0311769 | Time: 44658.9 ms [2022-04-11 19:29:08 main:574] : INFO : Epoch 1858 | loss: 0.031159 | val_loss: 0.0311795 | Time: 44362.9 ms [2022-04-11 19:29:52 main:574] : INFO : Epoch 1859 | loss: 0.0311603 | val_loss: 0.0311754 | Time: 44404.3 ms [2022-04-11 19:30:37 main:574] : INFO : Epoch 1860 | loss: 0.0311592 | val_loss: 0.031179 | Time: 44320.7 ms [2022-04-11 19:31:21 main:574] : INFO : Epoch 1861 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 44352 ms [2022-04-11 19:32:06 main:574] : INFO : Epoch 1862 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 44389.1 ms [2022-04-11 19:32:50 main:574] : INFO : Epoch 1863 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 44757.6 ms [2022-04-11 19:33:35 main:574] : INFO : Epoch 1864 | loss: 0.0311558 | val_loss: 0.0311725 | Time: 44336.8 ms [2022-04-11 19:34:20 main:574] : INFO : Epoch 1865 | loss: 0.0311562 | val_loss: 0.0311739 | Time: 44361.1 ms [2022-04-11 19:35:04 main:574] : INFO : Epoch 1866 | loss: 0.031157 | val_loss: 0.0311769 | Time: 44599.4 ms [2022-04-11 19:35:49 main:574] : INFO : Epoch 1867 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 44602.2 ms [2022-04-11 19:36:33 main:574] : INFO : Epoch 1868 | loss: 0.03116 | val_loss: 0.0311731 | Time: 44371.9 ms [2022-04-11 19:37:18 main:574] : INFO : Epoch 1869 | loss: 0.0311584 | val_loss: 0.0311764 | Time: 44513.6 ms [2022-04-11 19:38:03 main:574] : INFO : Epoch 1870 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 44468.9 ms [2022-04-11 19:38:47 main:574] : INFO : Epoch 1871 | loss: 0.0311603 | val_loss: 0.0311747 | Time: 44668.5 ms [2022-04-11 19:39:32 main:574] : INFO : Epoch 1872 | loss: 0.0311587 | val_loss: 0.0311766 | Time: 44565.7 ms [2022-04-11 19:40:17 main:574] : INFO : Epoch 1873 | loss: 0.0311591 | val_loss: 0.0311776 | Time: 44545.4 ms [2022-04-11 19:41:01 main:574] : INFO : Epoch 1874 | loss: 0.0311586 | val_loss: 0.0311761 | Time: 44434.2 ms [2022-04-11 19:41:46 main:574] : INFO : Epoch 1875 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 44518.8 ms [2022-04-11 19:42:30 main:574] : INFO : Epoch 1876 | loss: 0.0311584 | val_loss: 0.0311742 | Time: 44323.3 ms [2022-04-11 19:43:15 main:574] : INFO : Epoch 1877 | loss: 0.0311581 | val_loss: 0.0311775 | Time: 44815.2 ms [2022-04-11 19:44:00 main:574] : INFO : Epoch 1878 | loss: 0.0311581 | val_loss: 0.0311798 | Time: 44441.2 ms [2022-04-11 19:44:45 main:574] : INFO : Epoch 1879 | loss: 0.0311596 | val_loss: 0.0311771 | Time: 44615.3 ms [2022-04-11 19:45:29 main:574] : INFO : Epoch 1880 | loss: 0.0311578 | val_loss: 0.0311765 | Time: 44447.5 ms [2022-04-11 19:46:14 main:574] : INFO : Epoch 1881 | loss: 0.0311573 | val_loss: 0.0311747 | Time: 44360 ms [2022-04-11 19:46:58 main:574] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.0311791 | Time: 44403.7 ms [2022-04-11 19:47:43 main:574] : INFO : Epoch 1883 | loss: 0.031159 | val_loss: 0.0311736 | Time: 44473.8 ms [2022-04-11 19:48:27 main:574] : INFO : Epoch 1884 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 44463 ms [2022-04-11 19:49:12 main:574] : INFO : Epoch 1885 | loss: 0.0311571 | val_loss: 0.0311765 | Time: 44497.8 ms [2022-04-11 19:49:57 main:574] : INFO : Epoch 1886 | loss: 0.031158 | val_loss: 0.0311779 | Time: 44432.2 ms [2022-04-11 19:50:41 main:574] : INFO : Epoch 1887 | loss: 0.031158 | val_loss: 0.0311736 | Time: 44602.1 ms [2022-04-11 19:51:26 main:574] : INFO : Epoch 1888 | loss: 0.0311562 | val_loss: 0.0311743 | Time: 44344.8 ms [2022-04-11 19:52:10 main:574] : INFO : Epoch 1889 | loss: 0.031157 | val_loss: 0.0311747 | Time: 44508.6 ms [2022-04-11 19:52:55 main:574] : INFO : Epoch 1890 | loss: 0.0311562 | val_loss: 0.0311755 | Time: 44406.3 ms [2022-04-11 19:53:40 main:574] : INFO : Epoch 1891 | loss: 0.0311557 | val_loss: 0.0311736 | Time: 44724 ms [2022-04-11 19:54:24 main:574] : INFO : Epoch 1892 | loss: 0.0311635 | val_loss: 0.0311759 | Time: 44444.2 ms [2022-04-11 19:55:09 main:574] : INFO : Epoch 1893 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 44450.2 ms [2022-04-11 19:55:54 main:574] : INFO : Epoch 1894 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 44694.3 ms [2022-04-11 19:56:38 main:574] : INFO : Epoch 1895 | loss: 0.031159 | val_loss: 0.0311729 | Time: 44706.2 ms [2022-04-11 19:57:23 main:574] : INFO : Epoch 1896 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 44537.6 ms [2022-04-11 19:58:08 main:574] : INFO : Epoch 1897 | loss: 0.0311569 | val_loss: 0.0311749 | Time: 44553.8 ms [2022-04-11 19:58:52 main:574] : INFO : Epoch 1898 | loss: 0.0311587 | val_loss: 0.0311775 | Time: 44436.2 ms [2022-04-11 19:59:37 main:574] : INFO : Epoch 1899 | loss: 0.0311585 | val_loss: 0.0311744 | Time: 44678.5 ms [2022-04-11 20:00:22 main:574] : INFO : Epoch 1900 | loss: 0.0311574 | val_loss: 0.0311736 | Time: 44424.6 ms [2022-04-11 20:01:06 main:574] : INFO : Epoch 1901 | loss: 0.0311564 | val_loss: 0.0311741 | Time: 44466.2 ms [2022-04-11 20:01:51 main:574] : INFO : Epoch 1902 | loss: 0.0311569 | val_loss: 0.0311744 | Time: 44456.2 ms [2022-04-11 20:02:35 main:574] : INFO : Epoch 1903 | loss: 0.0311577 | val_loss: 0.0311753 | Time: 44520.3 ms [2022-04-11 20:03:20 main:574] : INFO : Epoch 1904 | loss: 0.0311572 | val_loss: 0.0311737 | Time: 44387.4 ms [2022-04-11 20:04:04 main:574] : INFO : Epoch 1905 | loss: 0.0311564 | val_loss: 0.0311762 | Time: 44537.8 ms [2022-04-11 20:04:49 main:574] : INFO : Epoch 1906 | loss: 0.0311625 | val_loss: 0.0311752 | Time: 44447.2 ms [2022-04-11 20:05:34 main:574] : INFO : Epoch 1907 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 44596.6 ms [2022-04-11 20:06:18 main:574] : INFO : Epoch 1908 | loss: 0.0311618 | val_loss: 0.0311755 | Time: 44438 ms [2022-04-11 20:07:03 main:574] : INFO : Epoch 1909 | loss: 0.031162 | val_loss: 0.0311748 | Time: 44517.7 ms [2022-04-11 20:07:48 main:574] : INFO : Epoch 1910 | loss: 0.0311611 | val_loss: 0.0311797 | Time: 44447.6 ms [2022-04-11 20:08:32 main:574] : INFO : Epoch 1911 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 44456 ms [2022-04-11 20:09:17 main:574] : INFO : Epoch 1912 | loss: 0.0311601 | val_loss: 0.0311738 | Time: 44350.9 ms [2022-04-11 20:10:01 main:574] : INFO : Epoch 1913 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 44470.9 ms [2022-04-11 20:10:47 main:574] : INFO : Epoch 1914 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 45726 ms [2022-04-11 20:11:31 main:574] : INFO : Epoch 1915 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 44440.5 ms [2022-04-11 20:12:17 main:574] : INFO : Epoch 1916 | loss: 0.0311644 | val_loss: 0.0311816 | Time: 45115.5 ms [2022-04-11 20:13:01 main:574] : INFO : Epoch 1917 | loss: 0.0311623 | val_loss: 0.031174 | Time: 44614.4 ms [2022-04-11 20:13:46 main:574] : INFO : Epoch 1918 | loss: 0.0311603 | val_loss: 0.0311736 | Time: 44484.7 ms [2022-04-11 20:14:31 main:574] : INFO : Epoch 1919 | loss: 0.0311574 | val_loss: 0.0311735 | Time: 44617.3 ms [2022-04-11 20:15:15 main:574] : INFO : Epoch 1920 | loss: 0.0311569 | val_loss: 0.0311756 | Time: 44414.9 ms [2022-04-11 20:16:00 main:574] : INFO : Epoch 1921 | loss: 0.0311575 | val_loss: 0.0311735 | Time: 44620.8 ms [2022-04-11 20:16:44 main:574] : INFO : Epoch 1922 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 44411.9 ms [2022-04-11 20:17:29 main:574] : INFO : Epoch 1923 | loss: 0.0311582 | val_loss: 0.0311775 | Time: 44464.2 ms [2022-04-11 20:18:14 main:574] : INFO : Epoch 1924 | loss: 0.0311566 | val_loss: 0.0311744 | Time: 44457.3 ms [2022-04-11 20:18:58 main:574] : INFO : Epoch 1925 | loss: 0.0311559 | val_loss: 0.0311736 | Time: 44403.9 ms [2022-04-11 20:19:43 main:574] : INFO : Epoch 1926 | loss: 0.0311576 | val_loss: 0.0311738 | Time: 44461.5 ms [2022-04-11 20:20:27 main:574] : INFO : Epoch 1927 | loss: 0.0311578 | val_loss: 0.0311744 | Time: 44546.8 ms [2022-04-11 20:21:12 main:574] : INFO : Epoch 1928 | loss: 0.0311587 | val_loss: 0.0311742 | Time: 44597.4 ms [2022-04-11 20:21:56 main:574] : INFO : Epoch 1929 | loss: 0.0311574 | val_loss: 0.0311736 | Time: 44457.9 ms [2022-04-11 20:22:41 main:574] : INFO : Epoch 1930 | loss: 0.0311581 | val_loss: 0.0311744 | Time: 44461.9 ms [2022-04-11 20:23:26 main:574] : INFO : Epoch 1931 | loss: 0.0311604 | val_loss: 0.0311818 | Time: 44593.5 ms [2022-04-11 20:24:10 main:574] : INFO : Epoch 1932 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 44583.1 ms [2022-04-11 20:24:55 main:574] : INFO : Epoch 1933 | loss: 0.0311633 | val_loss: 0.0311728 | Time: 44453.6 ms [2022-04-11 20:25:40 main:574] : INFO : Epoch 1934 | loss: 0.0311599 | val_loss: 0.031173 | Time: 44754.3 ms [2022-04-11 20:26:24 main:574] : INFO : Epoch 1935 | loss: 0.0311593 | val_loss: 0.0311737 | Time: 44542.5 ms [2022-04-11 20:27:09 main:574] : INFO : Epoch 1936 | loss: 0.031158 | val_loss: 0.0311762 | Time: 44339.4 ms [2022-04-11 20:27:53 main:574] : INFO : Epoch 1937 | loss: 0.0311576 | val_loss: 0.0311757 | Time: 44483.3 ms [2022-04-11 20:28:38 main:574] : INFO : Epoch 1938 | loss: 0.031156 | val_loss: 0.0311753 | Time: 44463.3 ms [2022-04-11 20:29:23 main:574] : INFO : Epoch 1939 | loss: 0.0311566 | val_loss: 0.0311776 | Time: 44591.8 ms [2022-04-11 20:30:07 main:574] : INFO : Epoch 1940 | loss: 0.0311592 | val_loss: 0.0311791 | Time: 44408.5 ms [2022-04-11 20:30:52 main:574] : INFO : Epoch 1941 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 44474.7 ms [2022-04-11 20:31:36 main:574] : INFO : Epoch 1942 | loss: 0.0311554 | val_loss: 0.0311727 | Time: 44531.4 ms [2022-04-11 20:32:21 main:574] : INFO : Epoch 1943 | loss: 0.031157 | val_loss: 0.0311745 | Time: 44573.9 ms [2022-04-11 20:33:06 main:574] : INFO : Epoch 1944 | loss: 0.0311563 | val_loss: 0.0311743 | Time: 44557.3 ms [2022-04-11 20:33:50 main:574] : INFO : Epoch 1945 | loss: 0.0311568 | val_loss: 0.0311751 | Time: 44529.2 ms [2022-04-11 20:34:35 main:574] : INFO : Epoch 1946 | loss: 0.0311571 | val_loss: 0.0311741 | Time: 44486.9 ms [2022-04-11 20:35:20 main:574] : INFO : Epoch 1947 | loss: 0.0311566 | val_loss: 0.0311742 | Time: 44537.2 ms [2022-04-11 20:36:04 main:574] : INFO : Epoch 1948 | loss: 0.0311611 | val_loss: 0.031179 | Time: 44431.2 ms [2022-04-11 20:36:49 main:574] : INFO : Epoch 1949 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 44431.1 ms [2022-04-11 20:37:33 main:574] : INFO : Epoch 1950 | loss: 0.0311585 | val_loss: 0.031175 | Time: 44459.4 ms [2022-04-11 20:38:18 main:574] : INFO : Epoch 1951 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 44388.2 ms [2022-04-11 20:39:02 main:574] : INFO : Epoch 1952 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 44482.7 ms [2022-04-11 20:39:47 main:574] : INFO : Epoch 1953 | loss: 0.031158 | val_loss: 0.0311743 | Time: 44479.6 ms [2022-04-11 20:40:31 main:574] : INFO : Epoch 1954 | loss: 0.0311579 | val_loss: 0.0311763 | Time: 44426.6 ms [2022-04-11 20:41:16 main:574] : INFO : Epoch 1955 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 44614.8 ms [2022-04-11 20:42:01 main:574] : INFO : Epoch 1956 | loss: 0.0311566 | val_loss: 0.0311741 | Time: 44443 ms [2022-04-11 20:42:45 main:574] : INFO : Epoch 1957 | loss: 0.0311585 | val_loss: 0.0311766 | Time: 44423.7 ms [2022-04-11 20:43:29 main:574] : INFO : Epoch 1958 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 44331.3 ms [2022-04-11 20:44:14 main:574] : INFO : Epoch 1959 | loss: 0.0311574 | val_loss: 0.0311748 | Time: 44548.8 ms [2022-04-11 20:44:59 main:574] : INFO : Epoch 1960 | loss: 0.0311593 | val_loss: 0.0311746 | Time: 44315 ms [2022-04-11 20:45:43 main:574] : INFO : Epoch 1961 | loss: 0.0311588 | val_loss: 0.0311737 | Time: 44397.9 ms [2022-04-11 20:46:28 main:574] : INFO : Epoch 1962 | loss: 0.0311582 | val_loss: 0.0311743 | Time: 44401.5 ms [2022-04-11 20:47:12 main:574] : INFO : Epoch 1963 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 44429.1 ms [2022-04-11 20:47:57 main:574] : INFO : Epoch 1964 | loss: 0.0311589 | val_loss: 0.031172 | Time: 44428.6 ms [2022-04-11 20:48:41 main:574] : INFO : Epoch 1965 | loss: 0.0311589 | val_loss: 0.031173 | Time: 44605.7 ms [2022-04-11 20:49:26 main:574] : INFO : Epoch 1966 | loss: 0.0311579 | val_loss: 0.0311722 | Time: 44448.5 ms [2022-04-11 20:50:11 main:574] : INFO : Epoch 1967 | loss: 0.0311556 | val_loss: 0.0311709 | Time: 44501.4 ms [2022-04-11 20:50:55 main:574] : INFO : Epoch 1968 | loss: 0.0311548 | val_loss: 0.0311733 | Time: 44312.8 ms [2022-04-11 20:51:40 main:574] : INFO : Epoch 1969 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 44550.5 ms [2022-04-11 20:52:24 main:574] : INFO : Epoch 1970 | loss: 0.0311546 | val_loss: 0.031176 | Time: 44542 ms [2022-04-11 20:53:09 main:574] : INFO : Epoch 1971 | loss: 0.0311557 | val_loss: 0.031175 | Time: 44494.3 ms [2022-04-11 20:53:53 main:574] : INFO : Epoch 1972 | loss: 0.0311546 | val_loss: 0.031177 | Time: 44404.3 ms [2022-04-11 20:54:38 main:574] : INFO : Epoch 1973 | loss: 0.0311551 | val_loss: 0.031178 | Time: 44453.3 ms [2022-04-11 20:55:23 main:574] : INFO : Epoch 1974 | loss: 0.0311543 | val_loss: 0.0311747 | Time: 44504.4 ms [2022-04-11 20:56:07 main:574] : INFO : Epoch 1975 | loss: 0.0311541 | val_loss: 0.0311739 | Time: 44409.6 ms [2022-04-11 20:56:51 main:574] : INFO : Epoch 1976 | loss: 0.0311563 | val_loss: 0.0311711 | Time: 44277.3 ms [2022-04-11 20:57:36 main:574] : INFO : Epoch 1977 | loss: 0.0311538 | val_loss: 0.0311724 | Time: 44568.2 ms [2022-04-11 20:58:21 main:574] : INFO : Epoch 1978 | loss: 0.0311524 | val_loss: 0.0311719 | Time: 44458.2 ms [2022-04-11 20:59:05 main:574] : INFO : Epoch 1979 | loss: 0.0311523 | val_loss: 0.0311719 | Time: 44519.6 ms [2022-04-11 20:59:50 main:574] : INFO : Epoch 1980 | loss: 0.0311517 | val_loss: 0.0311738 | Time: 44628.9 ms [2022-04-11 21:00:35 main:574] : INFO : Epoch 1981 | loss: 0.0311547 | val_loss: 0.0311784 | Time: 44490.2 ms [2022-04-11 21:01:19 main:574] : INFO : Epoch 1982 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 44595.7 ms [2022-04-11 21:02:04 main:574] : INFO : Epoch 1983 | loss: 0.0311516 | val_loss: 0.0311714 | Time: 44474.9 ms [2022-04-11 21:02:48 main:574] : INFO : Epoch 1984 | loss: 0.0311506 | val_loss: 0.0311716 | Time: 44486.7 ms [2022-04-11 21:03:33 main:574] : INFO : Epoch 1985 | loss: 0.0311501 | val_loss: 0.0311746 | Time: 44528.3 ms [2022-04-11 21:04:18 main:574] : INFO : Epoch 1986 | loss: 0.0311516 | val_loss: 0.0311716 | Time: 44461.3 ms [2022-04-11 21:05:02 main:574] : INFO : Epoch 1987 | loss: 0.0311508 | val_loss: 0.0311725 | Time: 44458.7 ms [2022-04-11 21:05:46 main:574] : INFO : Epoch 1988 | loss: 0.031151 | val_loss: 0.0311731 | Time: 44366.1 ms [2022-04-11 21:06:31 main:574] : INFO : Epoch 1989 | loss: 0.0311536 | val_loss: 0.0311724 | Time: 44476.4 ms [2022-04-11 21:07:16 main:574] : INFO : Epoch 1990 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 44469.7 ms [2022-04-11 21:08:00 main:574] : INFO : Epoch 1991 | loss: 0.0311517 | val_loss: 0.0311788 | Time: 44451.3 ms [2022-04-11 21:08:45 main:574] : INFO : Epoch 1992 | loss: 0.0311541 | val_loss: 0.0311746 | Time: 44314.7 ms [2022-04-11 21:09:29 main:574] : INFO : Epoch 1993 | loss: 0.0311513 | val_loss: 0.0311714 | Time: 44481.2 ms [2022-04-11 21:10:14 main:574] : INFO : Epoch 1994 | loss: 0.0311506 | val_loss: 0.0311713 | Time: 44487.6 ms [2022-04-11 21:10:58 main:574] : INFO : Epoch 1995 | loss: 0.0311508 | val_loss: 0.0311768 | Time: 44560.3 ms [2022-04-11 21:11:43 main:574] : INFO : Epoch 1996 | loss: 0.0311516 | val_loss: 0.0311719 | Time: 44379.6 ms [2022-04-11 21:12:28 main:574] : INFO : Epoch 1997 | loss: 0.0311501 | val_loss: 0.0311733 | Time: 44606.1 ms [2022-04-11 21:13:12 main:574] : INFO : Epoch 1998 | loss: 0.0311484 | val_loss: 0.0311747 | Time: 44527.9 ms [2022-04-11 21:13:57 main:574] : INFO : Epoch 1999 | loss: 0.0311479 | val_loss: 0.0311738 | Time: 44540.9 ms [2022-04-11 21:14:41 main:574] : INFO : Epoch 2000 | loss: 0.0311479 | val_loss: 0.031175 | Time: 44414.3 ms [2022-04-11 21:15:26 main:574] : INFO : Epoch 2001 | loss: 0.0311484 | val_loss: 0.0311746 | Time: 44408.7 ms [2022-04-11 21:16:10 main:574] : INFO : Epoch 2002 | loss: 0.0311483 | val_loss: 0.0311762 | Time: 44467.5 ms [2022-04-11 21:16:55 main:574] : INFO : Epoch 2003 | loss: 0.0311485 | val_loss: 0.0311773 | Time: 44461.5 ms [2022-04-11 21:17:39 main:574] : INFO : Epoch 2004 | loss: 0.0311491 | val_loss: 0.0311748 | Time: 44347.2 ms [2022-04-11 21:18:24 main:574] : INFO : Epoch 2005 | loss: 0.0311509 | val_loss: 0.0311765 | Time: 44544.7 ms [2022-04-11 21:19:09 main:574] : INFO : Epoch 2006 | loss: 0.0311491 | val_loss: 0.0311803 | Time: 44501.3 ms [2022-04-11 21:19:53 main:574] : INFO : Epoch 2007 | loss: 0.031149 | val_loss: 0.0311753 | Time: 44518.9 ms [2022-04-11 21:20:38 main:574] : INFO : Epoch 2008 | loss: 0.0311501 | val_loss: 0.0311804 | Time: 44505.5 ms [2022-04-11 21:21:22 main:574] : INFO : Epoch 2009 | loss: 0.0311503 | val_loss: 0.0311775 | Time: 44280 ms [2022-04-11 21:22:07 main:574] : INFO : Epoch 2010 | loss: 0.0311528 | val_loss: 0.0311859 | Time: 44433.8 ms [2022-04-11 21:22:51 main:574] : INFO : Epoch 2011 | loss: 0.0311508 | val_loss: 0.0311739 | Time: 44520.6 ms [2022-04-11 21:23:36 main:574] : INFO : Epoch 2012 | loss: 0.0311497 | val_loss: 0.0311796 | Time: 44431.5 ms [2022-04-11 21:24:21 main:574] : INFO : Epoch 2013 | loss: 0.0311507 | val_loss: 0.0311792 | Time: 44539.1 ms [2022-04-11 21:25:05 main:574] : INFO : Epoch 2014 | loss: 0.0311497 | val_loss: 0.0311744 | Time: 44533.3 ms [2022-04-11 21:25:50 main:574] : INFO : Epoch 2015 | loss: 0.0311483 | val_loss: 0.0311778 | Time: 44492.7 ms [2022-04-11 21:26:34 main:574] : INFO : Epoch 2016 | loss: 0.0311489 | val_loss: 0.0311757 | Time: 44501.6 ms [2022-04-11 21:27:19 main:574] : INFO : Epoch 2017 | loss: 0.0311503 | val_loss: 0.031172 | Time: 44433.5 ms [2022-04-11 21:28:03 main:574] : INFO : Epoch 2018 | loss: 0.0311525 | val_loss: 0.0311744 | Time: 44369.4 ms [2022-04-11 21:28:48 main:574] : INFO : Epoch 2019 | loss: 0.0311506 | val_loss: 0.0311754 | Time: 44554.1 ms [2022-04-11 21:29:33 main:574] : INFO : Epoch 2020 | loss: 0.0311523 | val_loss: 0.0311763 | Time: 44500.6 ms [2022-04-11 21:30:17 main:574] : INFO : Epoch 2021 | loss: 0.0311522 | val_loss: 0.0311735 | Time: 44417.7 ms [2022-04-11 21:31:02 main:574] : INFO : Epoch 2022 | loss: 0.0311518 | val_loss: 0.0311784 | Time: 44512.3 ms [2022-04-11 21:31:46 main:574] : INFO : Epoch 2023 | loss: 0.0311501 | val_loss: 0.0311741 | Time: 44393.5 ms [2022-04-11 21:32:31 main:574] : INFO : Epoch 2024 | loss: 0.0311544 | val_loss: 0.0311759 | Time: 44380.6 ms [2022-04-11 21:33:15 main:574] : INFO : Epoch 2025 | loss: 0.0311511 | val_loss: 0.0311756 | Time: 44411.6 ms [2022-04-11 21:34:00 main:574] : INFO : Epoch 2026 | loss: 0.0311491 | val_loss: 0.031176 | Time: 44462 ms [2022-04-11 21:34:45 main:574] : INFO : Epoch 2027 | loss: 0.031149 | val_loss: 0.031177 | Time: 44583.2 ms [2022-04-11 21:35:29 main:574] : INFO : Epoch 2028 | loss: 0.0311503 | val_loss: 0.0311777 | Time: 44473.9 ms [2022-04-11 21:36:14 main:574] : INFO : Epoch 2029 | loss: 0.0311506 | val_loss: 0.0311744 | Time: 44525.5 ms [2022-04-11 21:36:58 main:574] : INFO : Epoch 2030 | loss: 0.0311504 | val_loss: 0.0311742 | Time: 44396.2 ms [2022-04-11 21:37:43 main:574] : INFO : Epoch 2031 | loss: 0.0311503 | val_loss: 0.0311769 | Time: 44502.5 ms [2022-04-11 21:38:27 main:574] : INFO : Epoch 2032 | loss: 0.0311493 | val_loss: 0.0311805 | Time: 44426.4 ms [2022-04-11 21:39:12 main:574] : INFO : Epoch 2033 | loss: 0.0311512 | val_loss: 0.0311785 | Time: 44492.6 ms [2022-04-11 21:39:57 main:574] : INFO : Epoch 2034 | loss: 0.0311514 | val_loss: 0.0311779 | Time: 44625.1 ms [2022-04-11 21:40:41 main:574] : INFO : Epoch 2035 | loss: 0.0311517 | val_loss: 0.0311739 | Time: 44510.6 ms [2022-04-11 21:41:26 main:574] : INFO : Epoch 2036 | loss: 0.0311518 | val_loss: 0.0311738 | Time: 44391.7 ms [2022-04-11 21:42:10 main:574] : INFO : Epoch 2037 | loss: 0.0311535 | val_loss: 0.0311761 | Time: 44395.8 ms [2022-04-11 21:42:55 main:574] : INFO : Epoch 2038 | loss: 0.0311577 | val_loss: 0.0311749 | Time: 44404.7 ms [2022-04-11 21:43:39 main:574] : INFO : Epoch 2039 | loss: 0.0311628 | val_loss: 0.0311779 | Time: 44424.3 ms [2022-04-11 21:44:24 main:574] : INFO : Epoch 2040 | loss: 0.0311632 | val_loss: 0.0311755 | Time: 44391.3 ms [2022-04-11 21:45:08 main:574] : INFO : Epoch 2041 | loss: 0.0311605 | val_loss: 0.0311758 | Time: 44415.9 ms [2022-04-11 21:45:53 main:574] : INFO : Epoch 2042 | loss: 0.031158 | val_loss: 0.0311768 | Time: 44594 ms [2022-04-11 21:46:38 main:574] : INFO : Epoch 2043 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 44595.9 ms [2022-04-11 21:47:23 main:574] : INFO : Epoch 2044 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 44621.5 ms [2022-04-11 21:48:07 main:574] : INFO : Epoch 2045 | loss: 0.0311589 | val_loss: 0.0311748 | Time: 44477 ms [2022-04-11 21:48:52 main:574] : INFO : Epoch 2046 | loss: 0.0311605 | val_loss: 0.031176 | Time: 44423.5 ms [2022-04-11 21:49:36 main:574] : INFO : Epoch 2047 | loss: 0.0311603 | val_loss: 0.0311765 | Time: 44485.5 ms [2022-04-11 21:50:21 main:574] : INFO : Epoch 2048 | loss: 0.0311631 | val_loss: 0.031178 | Time: 44574.6 ms [2022-04-11 21:50:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178 [2022-04-11 21:50:21 main:603] : INFO : Saving end state to config to file [2022-04-11 21:50:21 main:608] : INFO : Success, exiting.. 21:50:21 (6792): 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)