Task 12915719
| Name | ParityModified-1645997746-24505-2-0_0 |
| Workunit | 10050631 |
| Created | 11 Mar 2022, 7:43:29 UTC |
| Sent | 11 Mar 2022, 8:04:17 UTC |
| Report deadline | 19 Mar 2022, 8:04:17 UTC |
| Received | 11 Mar 2022, 18:44:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16991 |
| Run time | 8 hours 28 min 38 sec |
| CPU time | 5 hours 40 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,305.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> _loss: 0.0311859 | Time: 14435.8 ms [2022-03-11 09:38:46 main:574] : INFO : Epoch 1542 | loss: 0.0311768 | val_loss: 0.031173 | Time: 14586.8 ms [2022-03-11 09:39:01 main:574] : INFO : Epoch 1543 | loss: 0.0311718 | val_loss: 0.0311723 | Time: 14345.9 ms [2022-03-11 09:39:15 main:574] : INFO : Epoch 1544 | loss: 0.0311692 | val_loss: 0.0311697 | Time: 14596.8 ms [2022-03-11 09:39:30 main:574] : INFO : Epoch 1545 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 14595.2 ms [2022-03-11 09:39:45 main:574] : INFO : Epoch 1546 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 14766.6 ms [2022-03-11 09:39:59 main:574] : INFO : Epoch 1547 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 14704.8 ms [2022-03-11 09:40:15 main:574] : INFO : Epoch 1548 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 14741.3 ms [2022-03-11 09:40:29 main:574] : INFO : Epoch 1549 | loss: 0.0311622 | val_loss: 0.0311744 | Time: 14548.7 ms [2022-03-11 09:40:45 main:574] : INFO : Epoch 1550 | loss: 0.0311612 | val_loss: 0.0311786 | Time: 15269.8 ms [2022-03-11 09:41:00 main:574] : INFO : Epoch 1551 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 14943.4 ms [2022-03-11 09:41:14 main:574] : INFO : Epoch 1552 | loss: 0.031163 | val_loss: 0.0311744 | Time: 14509.2 ms [2022-03-11 09:41:28 main:574] : INFO : Epoch 1553 | loss: 0.0311615 | val_loss: 0.0311716 | Time: 14263.6 ms [2022-03-11 09:41:43 main:574] : INFO : Epoch 1554 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 14489.7 ms [2022-03-11 09:41:57 main:574] : INFO : Epoch 1555 | loss: 0.0311623 | val_loss: 0.0311766 | Time: 14632.9 ms [2022-03-11 09:42:12 main:574] : INFO : Epoch 1556 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 14394 ms [2022-03-11 09:42:26 main:574] : INFO : Epoch 1557 | loss: 0.0311606 | val_loss: 0.0311696 | Time: 14301 ms [2022-03-11 09:42:40 main:574] : INFO : Epoch 1558 | loss: 0.031162 | val_loss: 0.0311697 | Time: 14227.9 ms [2022-03-11 09:42:55 main:574] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.031171 | Time: 14350 ms [2022-03-11 09:43:09 main:574] : INFO : Epoch 1560 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 14560.2 ms [2022-03-11 09:43:23 main:574] : INFO : Epoch 1561 | loss: 0.0311601 | val_loss: 0.0311652 | Time: 14122.5 ms [2022-03-11 09:43:39 main:574] : INFO : Epoch 1562 | loss: 0.0311587 | val_loss: 0.0311668 | Time: 15170.7 ms [2022-03-11 09:43:54 main:574] : INFO : Epoch 1563 | loss: 0.0311603 | val_loss: 0.031168 | Time: 15231.5 ms [2022-03-11 09:44:09 main:574] : INFO : Epoch 1564 | loss: 0.0311623 | val_loss: 0.0311725 | Time: 14973.9 ms [2022-03-11 09:44:24 main:574] : INFO : Epoch 1565 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 14839.2 ms [2022-03-11 09:44:38 main:574] : INFO : Epoch 1566 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 14651.2 ms [2022-03-11 09:44:54 main:574] : INFO : Epoch 1567 | loss: 0.031159 | val_loss: 0.0311729 | Time: 15187 ms [2022-03-11 09:45:08 main:574] : INFO : Epoch 1568 | loss: 0.0311601 | val_loss: 0.0311748 | Time: 14508.7 ms [2022-03-11 09:45:23 main:574] : INFO : Epoch 1569 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 14486.8 ms [2022-03-11 09:45:37 main:574] : INFO : Epoch 1570 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 14273.2 ms [2022-03-11 09:45:51 main:574] : INFO : Epoch 1571 | loss: 0.031163 | val_loss: 0.031166 | Time: 14323.2 ms [2022-03-11 09:46:06 main:574] : INFO : Epoch 1572 | loss: 0.031162 | val_loss: 0.0311686 | Time: 14608.7 ms [2022-03-11 09:46:20 main:574] : INFO : Epoch 1573 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 14341.8 ms [2022-03-11 09:46:35 main:574] : INFO : Epoch 1574 | loss: 0.0311588 | val_loss: 0.0311697 | Time: 14311.4 ms [2022-03-11 09:46:49 main:574] : INFO : Epoch 1575 | loss: 0.0311589 | val_loss: 0.0311737 | Time: 14404.9 ms [2022-03-11 09:47:04 main:574] : INFO : Epoch 1576 | loss: 0.0311612 | val_loss: 0.0311729 | Time: 14796.4 ms [2022-03-11 09:47:19 main:574] : INFO : Epoch 1577 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 14727.8 ms [2022-03-11 09:47:33 main:574] : INFO : Epoch 1578 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 14703.5 ms [2022-03-11 09:47:49 main:574] : INFO : Epoch 1579 | loss: 0.0311588 | val_loss: 0.0311761 | Time: 15716.7 ms [2022-03-11 09:48:04 main:574] : INFO : Epoch 1580 | loss: 0.0311662 | val_loss: 0.0311808 | Time: 15109.4 ms [2022-03-11 09:48:19 main:574] : INFO : Epoch 1581 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 14875.2 ms [2022-03-11 09:48:34 main:574] : INFO : Epoch 1582 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 14511 ms [2022-03-11 09:48:48 main:574] : INFO : Epoch 1583 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 14469.7 ms [2022-03-11 09:49:02 main:574] : INFO : Epoch 1584 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 14273.6 ms [2022-03-11 09:49:17 main:574] : INFO : Epoch 1585 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 14597.5 ms [2022-03-11 09:49:32 main:574] : INFO : Epoch 1586 | loss: 0.0311595 | val_loss: 0.0311774 | Time: 15202.1 ms [2022-03-11 09:49:47 main:574] : INFO : Epoch 1587 | loss: 0.0311611 | val_loss: 0.031174 | Time: 14607.7 ms [2022-03-11 09:50:01 main:574] : INFO : Epoch 1588 | loss: 0.0311658 | val_loss: 0.0311837 | Time: 14645.8 ms [2022-03-11 09:50:16 main:574] : INFO : Epoch 1589 | loss: 0.0311649 | val_loss: 0.031173 | Time: 14735.6 ms [2022-03-11 09:50:31 main:574] : INFO : Epoch 1590 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 15021.4 ms [2022-03-11 09:50:47 main:574] : INFO : Epoch 1591 | loss: 0.0311565 | val_loss: 0.0311739 | Time: 15324.8 ms [2022-03-11 09:51:02 main:574] : INFO : Epoch 1592 | loss: 0.0311572 | val_loss: 0.0311707 | Time: 14861.5 ms [2022-03-11 09:51:16 main:574] : INFO : Epoch 1593 | loss: 0.0311564 | val_loss: 0.0311689 | Time: 14382.2 ms [2022-03-11 09:51:32 main:574] : INFO : Epoch 1594 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 15922.8 ms [2022-03-11 09:51:47 main:574] : INFO : Epoch 1595 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 14862.7 ms [2022-03-11 09:52:02 main:574] : INFO : Epoch 1596 | loss: 0.0311644 | val_loss: 0.0311703 | Time: 14792.4 ms [2022-03-11 09:52:16 main:574] : INFO : Epoch 1597 | loss: 0.0311646 | val_loss: 0.0311687 | Time: 14323.1 ms [2022-03-11 09:52:31 main:574] : INFO : Epoch 1598 | loss: 0.031166 | val_loss: 0.0311772 | Time: 15447.1 ms [2022-03-11 09:52:47 main:574] : INFO : Epoch 1599 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 15216.2 ms [2022-03-11 09:53:01 main:574] : INFO : Epoch 1600 | loss: 0.0311646 | val_loss: 0.0311708 | Time: 14456.3 ms [2022-03-11 09:53:17 main:574] : INFO : Epoch 1601 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 16140.1 ms [2022-03-11 09:53:33 main:574] : INFO : Epoch 1602 | loss: 0.031161 | val_loss: 0.0311702 | Time: 15406.9 ms [2022-03-11 09:53:48 main:574] : INFO : Epoch 1603 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 15811.1 ms [2022-03-11 09:54:03 main:574] : INFO : Epoch 1604 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 14473.6 ms [2022-03-11 09:54:17 main:574] : INFO : Epoch 1605 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 14437 ms [2022-03-11 09:54:32 main:574] : INFO : Epoch 1606 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 14484.5 ms [2022-03-11 09:54:47 main:574] : INFO : Epoch 1607 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 14686.2 ms [2022-03-11 09:55:01 main:574] : INFO : Epoch 1608 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 14375.8 ms [2022-03-11 09:55:15 main:574] : INFO : Epoch 1609 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 14239.6 ms [2022-03-11 09:55:30 main:574] : INFO : Epoch 1610 | loss: 0.0311627 | val_loss: 0.0311678 | Time: 14756.5 ms [2022-03-11 09:55:44 main:574] : INFO : Epoch 1611 | loss: 0.03116 | val_loss: 0.0311711 | Time: 14068.6 ms [2022-03-11 09:55:58 main:574] : INFO : Epoch 1612 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 14330.1 ms [2022-03-11 09:56:13 main:574] : INFO : Epoch 1613 | loss: 0.0311631 | val_loss: 0.0311686 | Time: 14299 ms [2022-03-11 09:56:27 main:574] : INFO : Epoch 1614 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 14352.7 ms [2022-03-11 09:56:41 main:574] : INFO : Epoch 1615 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 14283.1 ms [2022-03-11 09:56:57 main:574] : INFO : Epoch 1616 | loss: 0.0311638 | val_loss: 0.0311659 | Time: 15222.1 ms [2022-03-11 09:57:12 main:574] : INFO : Epoch 1617 | loss: 0.031161 | val_loss: 0.0311662 | Time: 15410.8 ms [2022-03-11 09:57:27 main:574] : INFO : Epoch 1618 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 14643.3 ms [2022-03-11 09:57:42 main:574] : INFO : Epoch 1619 | loss: 0.03116 | val_loss: 0.0311673 | Time: 14957.2 ms [2022-03-11 09:57:57 main:574] : INFO : Epoch 1620 | loss: 0.0311616 | val_loss: 0.031166 | Time: 15456.2 ms [2022-03-11 09:58:12 main:574] : INFO : Epoch 1621 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 14419.9 ms [2022-03-11 09:58:26 main:574] : INFO : Epoch 1622 | loss: 0.0311602 | val_loss: 0.031167 | Time: 14498 ms [2022-03-11 09:58:41 main:574] : INFO : Epoch 1623 | loss: 0.0311582 | val_loss: 0.0311652 | Time: 14491.4 ms [2022-03-11 09:58:55 main:574] : INFO : Epoch 1624 | loss: 0.031159 | val_loss: 0.0311677 | Time: 14664.2 ms [2022-03-11 09:59:10 main:574] : INFO : Epoch 1625 | loss: 0.0311626 | val_loss: 0.0311736 | Time: 14582.7 ms [2022-03-11 09:59:25 main:574] : INFO : Epoch 1626 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 15049.7 ms [2022-03-11 09:59:40 main:574] : INFO : Epoch 1627 | loss: 0.031161 | val_loss: 0.0311707 | Time: 15184.9 ms [2022-03-11 09:59:55 main:574] : INFO : Epoch 1628 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 14877 ms [2022-03-11 10:00:10 main:574] : INFO : Epoch 1629 | loss: 0.0311577 | val_loss: 0.0311674 | Time: 15204.6 ms [2022-03-11 10:00:25 main:574] : INFO : Epoch 1630 | loss: 0.0311567 | val_loss: 0.031168 | Time: 14890.1 ms [2022-03-11 10:00:40 main:574] : INFO : Epoch 1631 | loss: 0.0311601 | val_loss: 0.0311718 | Time: 14386.3 ms [2022-03-11 10:00:54 main:574] : INFO : Epoch 1632 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 14539.6 ms [2022-03-11 10:01:09 main:574] : INFO : Epoch 1633 | loss: 0.0311615 | val_loss: 0.0311682 | Time: 14470.1 ms [2022-03-11 10:01:23 main:574] : INFO : Epoch 1634 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 14465.8 ms [2022-03-11 10:01:38 main:574] : INFO : Epoch 1635 | loss: 0.031157 | val_loss: 0.0311663 | Time: 14567.4 ms [2022-03-11 10:01:53 main:574] : INFO : Epoch 1636 | loss: 0.0311557 | val_loss: 0.0311662 | Time: 15435.8 ms [2022-03-11 10:02:08 main:574] : INFO : Epoch 1637 | loss: 0.0311549 | val_loss: 0.0311656 | Time: 15024.7 ms [2022-03-11 10:02:23 main:574] : INFO : Epoch 1638 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 14618.1 ms [2022-03-11 10:02:38 main:574] : INFO : Epoch 1639 | loss: 0.0311568 | val_loss: 0.0311725 | Time: 15336.6 ms [2022-03-11 10:02:54 main:574] : INFO : Epoch 1640 | loss: 0.031156 | val_loss: 0.0311653 | Time: 15367.1 ms [2022-03-11 10:03:08 main:574] : INFO : Epoch 1641 | loss: 0.0311541 | val_loss: 0.0311689 | Time: 14525.8 ms [2022-03-11 10:03:23 main:574] : INFO : Epoch 1642 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 14352.2 ms [2022-03-11 10:03:37 main:574] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 14347.5 ms [2022-03-11 10:03:52 main:574] : INFO : Epoch 1644 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 15238.1 ms [2022-03-11 10:04:07 main:574] : INFO : Epoch 1645 | loss: 0.0311576 | val_loss: 0.0311683 | Time: 14586.9 ms [2022-03-11 10:04:21 main:574] : INFO : Epoch 1646 | loss: 0.031157 | val_loss: 0.0311676 | Time: 14373.8 ms [2022-03-11 10:04:36 main:574] : INFO : Epoch 1647 | loss: 0.0311565 | val_loss: 0.0311694 | Time: 14962.7 ms [2022-03-11 10:04:52 main:574] : INFO : Epoch 1648 | loss: 0.0311568 | val_loss: 0.03117 | Time: 15574.6 ms [2022-03-11 10:05:07 main:574] : INFO : Epoch 1649 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 14935.5 ms [2022-03-11 10:05:21 main:574] : INFO : Epoch 1650 | loss: 0.031158 | val_loss: 0.0311752 | Time: 14711.8 ms [2022-03-11 10:05:36 main:574] : INFO : Epoch 1651 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 14590.2 ms [2022-03-11 10:05:51 main:574] : INFO : Epoch 1652 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 14484.2 ms [2022-03-11 10:06:05 main:574] : INFO : Epoch 1653 | loss: 0.0311573 | val_loss: 0.0311696 | Time: 14459.3 ms [2022-03-11 10:06:19 main:574] : INFO : Epoch 1654 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 14450.2 ms [2022-03-11 10:06:36 main:574] : INFO : Epoch 1655 | loss: 0.0311611 | val_loss: 0.031171 | Time: 16975.4 ms [2022-03-11 10:06:52 main:574] : INFO : Epoch 1656 | loss: 0.0311635 | val_loss: 0.031177 | Time: 15777 ms [2022-03-11 10:07:07 main:574] : INFO : Epoch 1657 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 14507.6 ms [2022-03-11 10:07:21 main:574] : INFO : Epoch 1658 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 14417.8 ms [2022-03-11 10:07:36 main:574] : INFO : Epoch 1659 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 14470.1 ms [2022-03-11 10:07:51 main:574] : INFO : Epoch 1660 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 14884.6 ms [2022-03-11 10:08:05 main:574] : INFO : Epoch 1661 | loss: 0.0311563 | val_loss: 0.0311685 | Time: 14905.2 ms [2022-03-11 10:08:20 main:574] : INFO : Epoch 1662 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 14759.4 ms [2022-03-11 10:08:36 main:574] : INFO : Epoch 1663 | loss: 0.0311566 | val_loss: 0.0311738 | Time: 15855.5 ms [2022-03-11 10:08:51 main:574] : INFO : Epoch 1664 | loss: 0.0311582 | val_loss: 0.031169 | Time: 14686 ms [2022-03-11 10:09:06 main:574] : INFO : Epoch 1665 | loss: 0.0311557 | val_loss: 0.0311694 | Time: 14915.9 ms [2022-03-11 10:09:20 main:574] : INFO : Epoch 1666 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 14443.1 ms [2022-03-11 10:09:35 main:574] : INFO : Epoch 1667 | loss: 0.0311554 | val_loss: 0.031169 | Time: 14728.7 ms [2022-03-11 10:09:51 main:574] : INFO : Epoch 1668 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 15349.3 ms [2022-03-11 10:10:05 main:574] : INFO : Epoch 1669 | loss: 0.0311541 | val_loss: 0.031169 | Time: 14452.3 ms [2022-03-11 10:10:19 main:574] : INFO : Epoch 1670 | loss: 0.0311542 | val_loss: 0.0311727 | Time: 14246.2 ms [2022-03-11 10:10:34 main:574] : INFO : Epoch 1671 | loss: 0.0311573 | val_loss: 0.0311701 | Time: 14333.7 ms [2022-03-11 10:10:48 main:574] : INFO : Epoch 1672 | loss: 0.0311553 | val_loss: 0.0311692 | Time: 14108.6 ms [2022-03-11 10:11:02 main:574] : INFO : Epoch 1673 | loss: 0.0311567 | val_loss: 0.0311686 | Time: 14482.2 ms [2022-03-11 10:11:17 main:574] : INFO : Epoch 1674 | loss: 0.0311563 | val_loss: 0.0311683 | Time: 14316.5 ms [2022-03-11 10:11:31 main:574] : INFO : Epoch 1675 | loss: 0.031159 | val_loss: 0.0311764 | Time: 14307.2 ms [2022-03-11 10:11:45 main:574] : INFO : Epoch 1676 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 14420.7 ms [2022-03-11 10:12:00 main:574] : INFO : Epoch 1677 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 14367.4 ms [2022-03-11 10:12:14 main:574] : INFO : Epoch 1678 | loss: 0.031155 | val_loss: 0.0311671 | Time: 14163.7 ms [2022-03-11 10:12:28 main:574] : INFO : Epoch 1679 | loss: 0.0311541 | val_loss: 0.0311674 | Time: 14424.2 ms [2022-03-11 10:12:42 main:574] : INFO : Epoch 1680 | loss: 0.031155 | val_loss: 0.0311702 | Time: 14186.7 ms [2022-03-11 10:12:57 main:574] : INFO : Epoch 1681 | loss: 0.0311573 | val_loss: 0.0311756 | Time: 14336 ms [2022-03-11 10:13:11 main:574] : INFO : Epoch 1682 | loss: 0.0311563 | val_loss: 0.0311678 | Time: 14322.7 ms [2022-03-11 10:13:26 main:574] : INFO : Epoch 1683 | loss: 0.031155 | val_loss: 0.0311706 | Time: 14341.5 ms [2022-03-11 10:13:40 main:574] : INFO : Epoch 1684 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 14258.9 ms [2022-03-11 10:13:54 main:574] : INFO : Epoch 1685 | loss: 0.0311595 | val_loss: 0.0311745 | Time: 14577.2 ms [2022-03-11 10:14:09 main:574] : INFO : Epoch 1686 | loss: 0.0311589 | val_loss: 0.0311718 | Time: 14280.1 ms [2022-03-11 10:14:23 main:574] : INFO : Epoch 1687 | loss: 0.031158 | val_loss: 0.0311723 | Time: 14318 ms [2022-03-11 10:14:37 main:574] : INFO : Epoch 1688 | loss: 0.031155 | val_loss: 0.0311704 | Time: 14271.1 ms [2022-03-11 10:14:52 main:574] : INFO : Epoch 1689 | loss: 0.0311554 | val_loss: 0.031172 | Time: 14377.5 ms [2022-03-11 10:15:06 main:574] : INFO : Epoch 1690 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 14280.7 ms [2022-03-11 10:15:20 main:574] : INFO : Epoch 1691 | loss: 0.0311593 | val_loss: 0.0311797 | Time: 14014.4 ms [2022-03-11 10:15:34 main:574] : INFO : Epoch 1692 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 14164.8 ms [2022-03-11 10:15:49 main:574] : INFO : Epoch 1693 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 14511.6 ms [2022-03-11 10:16:03 main:574] : INFO : Epoch 1694 | loss: 0.0311576 | val_loss: 0.031175 | Time: 14311.4 ms [2022-03-11 10:16:17 main:574] : INFO : Epoch 1695 | loss: 0.031158 | val_loss: 0.0311834 | Time: 14251.1 ms [2022-03-11 10:16:32 main:574] : INFO : Epoch 1696 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 14487.6 ms [2022-03-11 10:16:46 main:574] : INFO : Epoch 1697 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 14245.4 ms [2022-03-11 10:17:00 main:574] : INFO : Epoch 1698 | loss: 0.0311537 | val_loss: 0.0311714 | Time: 14288.9 ms [2022-03-11 10:17:15 main:574] : INFO : Epoch 1699 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 14439.4 ms [2022-03-11 10:17:29 main:574] : INFO : Epoch 1700 | loss: 0.0311601 | val_loss: 0.031174 | Time: 14425.7 ms [2022-03-11 10:17:45 main:574] : INFO : Epoch 1701 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 15608 ms [2022-03-11 10:18:00 main:574] : INFO : Epoch 1702 | loss: 0.0311584 | val_loss: 0.0311854 | Time: 14967 ms [2022-03-11 10:18:15 main:574] : INFO : Epoch 1703 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 14529.5 ms [2022-03-11 10:18:29 main:574] : INFO : Epoch 1704 | loss: 0.0311556 | val_loss: 0.0311711 | Time: 14631.4 ms [2022-03-11 10:18:44 main:574] : INFO : Epoch 1705 | loss: 0.0311553 | val_loss: 0.031169 | Time: 14692.8 ms [2022-03-11 10:18:59 main:574] : INFO : Epoch 1706 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 14583.6 ms [2022-03-11 10:19:14 main:574] : INFO : Epoch 1707 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 15216.7 ms [2022-03-11 10:19:28 main:574] : INFO : Epoch 1708 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 14560.4 ms [2022-03-11 10:19:43 main:574] : INFO : Epoch 1709 | loss: 0.0311545 | val_loss: 0.0311693 | Time: 14350.3 ms [2022-03-11 10:19:57 main:574] : INFO : Epoch 1710 | loss: 0.0311541 | val_loss: 0.0311747 | Time: 14443.4 ms [2022-03-11 10:20:11 main:574] : INFO : Epoch 1711 | loss: 0.0311568 | val_loss: 0.0311741 | Time: 14303.6 ms [2022-03-11 10:20:26 main:574] : INFO : Epoch 1712 | loss: 0.0311555 | val_loss: 0.0311722 | Time: 14315.4 ms [2022-03-11 10:20:40 main:574] : INFO : Epoch 1713 | loss: 0.0311536 | val_loss: 0.0311679 | Time: 14327.9 ms [2022-03-11 10:20:55 main:574] : INFO : Epoch 1714 | loss: 0.0311525 | val_loss: 0.0311722 | Time: 14804.2 ms [2022-03-11 10:21:09 main:574] : INFO : Epoch 1715 | loss: 0.0311522 | val_loss: 0.0311695 | Time: 14234.4 ms [2022-03-11 10:21:23 main:574] : INFO : Epoch 1716 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 14217 ms [2022-03-11 10:21:40 main:574] : INFO : Epoch 1717 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 16457.7 ms [2022-03-11 10:21:54 main:574] : INFO : Epoch 1718 | loss: 0.0311516 | val_loss: 0.031167 | Time: 14456 ms [2022-03-11 10:22:09 main:574] : INFO : Epoch 1719 | loss: 0.031152 | val_loss: 0.0311681 | Time: 15019.3 ms [2022-03-11 10:22:24 main:574] : INFO : Epoch 1720 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 15032.7 ms [2022-03-11 10:22:40 main:574] : INFO : Epoch 1721 | loss: 0.0311534 | val_loss: 0.0311704 | Time: 15024.9 ms [2022-03-11 10:22:54 main:574] : INFO : Epoch 1722 | loss: 0.0311555 | val_loss: 0.0311755 | Time: 14500.2 ms [2022-03-11 10:23:08 main:574] : INFO : Epoch 1723 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 14429.2 ms [2022-03-11 10:23:25 main:574] : INFO : Epoch 1724 | loss: 0.0311507 | val_loss: 0.031168 | Time: 16523.2 ms [2022-03-11 10:23:42 main:574] : INFO : Epoch 1725 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 16685 ms [2022-03-11 10:23:59 main:574] : INFO : Epoch 1726 | loss: 0.031151 | val_loss: 0.0311679 | Time: 16914.9 ms [2022-03-11 10:24:14 main:574] : INFO : Epoch 1727 | loss: 0.031151 | val_loss: 0.0311655 | Time: 15479.6 ms [2022-03-11 10:24:29 main:574] : INFO : Epoch 1728 | loss: 0.031151 | val_loss: 0.0311675 | Time: 14900 ms [2022-03-11 10:24:44 main:574] : INFO : Epoch 1729 | loss: 0.0311532 | val_loss: 0.0311684 | Time: 14732 ms [2022-03-11 10:24:58 main:574] : INFO : Epoch 1730 | loss: 0.0311527 | val_loss: 0.0311696 | Time: 14554.6 ms [2022-03-11 10:25:13 main:574] : INFO : Epoch 1731 | loss: 0.0311516 | val_loss: 0.03117 | Time: 14433.2 ms [2022-03-11 10:25:27 main:574] : INFO : Epoch 1732 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 14262.9 ms [2022-03-11 10:25:42 main:574] : INFO : Epoch 1733 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 14382.2 ms [2022-03-11 10:25:57 main:574] : INFO : Epoch 1734 | loss: 0.0311504 | val_loss: 0.0311716 | Time: 15145.6 ms [2022-03-11 10:26:11 main:574] : INFO : Epoch 1735 | loss: 0.0311533 | val_loss: 0.0311714 | Time: 14720.8 ms [2022-03-11 10:26:26 main:574] : INFO : Epoch 1736 | loss: 0.0311535 | val_loss: 0.0311727 | Time: 14447.9 ms [2022-03-11 10:26:40 main:574] : INFO : Epoch 1737 | loss: 0.0311564 | val_loss: 0.0311707 | Time: 13994.6 ms [2022-03-11 10:26:56 main:574] : INFO : Epoch 1738 | loss: 0.0311571 | val_loss: 0.0311679 | Time: 15586.3 ms [2022-03-11 10:27:10 main:574] : INFO : Epoch 1739 | loss: 0.0311574 | val_loss: 0.0311677 | Time: 14952 ms [2022-03-11 10:27:25 main:574] : INFO : Epoch 1740 | loss: 0.0311559 | val_loss: 0.0311733 | Time: 14094.3 ms [2022-03-11 10:27:39 main:574] : INFO : Epoch 1741 | loss: 0.0311593 | val_loss: 0.031169 | Time: 14817.9 ms [2022-03-11 10:27:55 main:574] : INFO : Epoch 1742 | loss: 0.031155 | val_loss: 0.0311665 | Time: 15196.5 ms [2022-03-11 10:28:10 main:574] : INFO : Epoch 1743 | loss: 0.0311539 | val_loss: 0.031166 | Time: 15447 ms [2022-03-11 10:28:25 main:574] : INFO : Epoch 1744 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 14940.4 ms [2022-03-11 10:28:41 main:574] : INFO : Epoch 1745 | loss: 0.0311539 | val_loss: 0.0311642 | Time: 15462.1 ms [2022-03-11 10:28:56 main:574] : INFO : Epoch 1746 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 15419.8 ms [2022-03-11 10:29:11 main:574] : INFO : Epoch 1747 | loss: 0.0311575 | val_loss: 0.0311651 | Time: 15483.3 ms [2022-03-11 10:29:26 main:574] : INFO : Epoch 1748 | loss: 0.0311582 | val_loss: 0.0311678 | Time: 14377.2 ms [2022-03-11 10:29:40 main:574] : INFO : Epoch 1749 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 14317.2 ms [2022-03-11 10:29:55 main:574] : INFO : Epoch 1750 | loss: 0.031156 | val_loss: 0.0311657 | Time: 14447.1 ms [2022-03-11 10:30:09 main:574] : INFO : Epoch 1751 | loss: 0.0311548 | val_loss: 0.0311667 | Time: 14543.2 ms [2022-03-11 10:30:23 main:574] : INFO : Epoch 1752 | loss: 0.0311541 | val_loss: 0.0311746 | Time: 14078.8 ms [2022-03-11 10:30:38 main:574] : INFO : Epoch 1753 | loss: 0.0311582 | val_loss: 0.0311745 | Time: 14352.6 ms [2022-03-11 10:30:52 main:574] : INFO : Epoch 1754 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 14787.9 ms [2022-03-11 10:31:07 main:574] : INFO : Epoch 1755 | loss: 0.0311549 | val_loss: 0.0311655 | Time: 14697.9 ms [2022-03-11 10:31:22 main:574] : INFO : Epoch 1756 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 14824.3 ms [2022-03-11 10:31:36 main:574] : INFO : Epoch 1757 | loss: 0.0311531 | val_loss: 0.0311657 | Time: 14162.5 ms [2022-03-11 10:31:51 main:574] : INFO : Epoch 1758 | loss: 0.0311535 | val_loss: 0.031169 | Time: 15218.7 ms [2022-03-11 10:32:06 main:574] : INFO : Epoch 1759 | loss: 0.0311559 | val_loss: 0.0311675 | Time: 14652 ms [2022-03-11 10:32:21 main:574] : INFO : Epoch 1760 | loss: 0.0311548 | val_loss: 0.0311682 | Time: 14699.4 ms [2022-03-11 10:32:36 main:574] : INFO : Epoch 1761 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 15302.8 ms [2022-03-11 10:32:51 main:574] : INFO : Epoch 1762 | loss: 0.0311529 | val_loss: 0.0311716 | Time: 14798.2 ms [2022-03-11 10:33:05 main:574] : INFO : Epoch 1763 | loss: 0.0311519 | val_loss: 0.0311685 | Time: 14256.7 ms [2022-03-11 10:33:20 main:574] : INFO : Epoch 1764 | loss: 0.0311552 | val_loss: 0.0311764 | Time: 14253.5 ms [2022-03-11 10:33:34 main:574] : INFO : Epoch 1765 | loss: 0.0311589 | val_loss: 0.03117 | Time: 14324.4 ms [2022-03-11 10:33:49 main:574] : INFO : Epoch 1766 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 14698.4 ms [2022-03-11 10:34:03 main:574] : INFO : Epoch 1767 | loss: 0.0311534 | val_loss: 0.031166 | Time: 14383.4 ms [2022-03-11 10:34:17 main:574] : INFO : Epoch 1768 | loss: 0.0311523 | val_loss: 0.0311695 | Time: 14123.7 ms [2022-03-11 10:34:32 main:574] : INFO : Epoch 1769 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 14498.8 ms [2022-03-11 10:34:46 main:574] : INFO : Epoch 1770 | loss: 0.0311512 | val_loss: 0.0311659 | Time: 14506.4 ms [2022-03-11 10:35:01 main:574] : INFO : Epoch 1771 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 14463.5 ms [2022-03-11 10:35:15 main:574] : INFO : Epoch 1772 | loss: 0.0311523 | val_loss: 0.031169 | Time: 14221 ms [2022-03-11 10:35:30 main:574] : INFO : Epoch 1773 | loss: 0.031153 | val_loss: 0.0311728 | Time: 14616.8 ms [2022-03-11 10:35:44 main:574] : INFO : Epoch 1774 | loss: 0.0311519 | val_loss: 0.0311664 | Time: 14868 ms [2022-03-11 10:35:59 main:574] : INFO : Epoch 1775 | loss: 0.0311507 | val_loss: 0.0311701 | Time: 14518.3 ms [2022-03-11 10:36:13 main:574] : INFO : Epoch 1776 | loss: 0.0311545 | val_loss: 0.0311673 | Time: 14378 ms [2022-03-11 10:36:28 main:574] : INFO : Epoch 1777 | loss: 0.0311522 | val_loss: 0.0311675 | Time: 14347.6 ms [2022-03-11 10:36:42 main:574] : INFO : Epoch 1778 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 14758.1 ms [2022-03-11 10:36:57 main:574] : INFO : Epoch 1779 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 14371.6 ms [2022-03-11 10:37:12 main:574] : INFO : Epoch 1780 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 15491.8 ms [2022-03-11 10:37:26 main:574] : INFO : Epoch 1781 | loss: 0.0311539 | val_loss: 0.031168 | Time: 14122.3 ms [2022-03-11 10:37:40 main:574] : INFO : Epoch 1782 | loss: 0.0311511 | val_loss: 0.031165 | Time: 13990.8 ms [2022-03-11 10:37:57 main:574] : INFO : Epoch 1783 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 16060.4 ms [2022-03-11 10:38:11 main:574] : INFO : Epoch 1784 | loss: 0.031149 | val_loss: 0.0311688 | Time: 14703.5 ms [2022-03-11 10:38:26 main:574] : INFO : Epoch 1785 | loss: 0.0311474 | val_loss: 0.0311695 | Time: 14899.9 ms [2022-03-11 10:38:41 main:574] : INFO : Epoch 1786 | loss: 0.0311496 | val_loss: 0.0311656 | Time: 14949.8 ms [2022-03-11 10:38:56 main:574] : INFO : Epoch 1787 | loss: 0.0311508 | val_loss: 0.031165 | Time: 15016.4 ms [2022-03-11 10:39:13 main:574] : INFO : Epoch 1788 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 16332.1 ms [2022-03-11 10:39:27 main:574] : INFO : Epoch 1789 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 14744 ms [2022-03-11 10:39:44 main:574] : INFO : Epoch 1790 | loss: 0.031151 | val_loss: 0.0311681 | Time: 16154.8 ms [2022-03-11 10:39:58 main:574] : INFO : Epoch 1791 | loss: 0.0311505 | val_loss: 0.0311683 | Time: 14455.4 ms [2022-03-11 10:40:12 main:574] : INFO : Epoch 1792 | loss: 0.0311524 | val_loss: 0.0311761 | Time: 14400.3 ms [2022-03-11 10:40:27 main:574] : INFO : Epoch 1793 | loss: 0.0311506 | val_loss: 0.0311677 | Time: 14771.1 ms [2022-03-11 10:40:41 main:574] : INFO : Epoch 1794 | loss: 0.0311507 | val_loss: 0.0311685 | Time: 14184.4 ms [2022-03-11 10:40:56 main:574] : INFO : Epoch 1795 | loss: 0.0311512 | val_loss: 0.0311667 | Time: 14907.8 ms [2022-03-11 10:41:11 main:574] : INFO : Epoch 1796 | loss: 0.0311505 | val_loss: 0.0311663 | Time: 14578.3 ms [2022-03-11 10:41:26 main:574] : INFO : Epoch 1797 | loss: 0.03115 | val_loss: 0.0311665 | Time: 14696 ms [2022-03-11 10:41:40 main:574] : INFO : Epoch 1798 | loss: 0.0311488 | val_loss: 0.0311697 | Time: 14332.9 ms [2022-03-11 10:41:56 main:574] : INFO : Epoch 1799 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 15529 ms [2022-03-11 10:42:10 main:574] : INFO : Epoch 1800 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 14831.1 ms [2022-03-11 10:42:25 main:574] : INFO : Epoch 1801 | loss: 0.031149 | val_loss: 0.031164 | Time: 14908.8 ms [2022-03-11 10:42:40 main:574] : INFO : Epoch 1802 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 14416.3 ms [2022-03-11 10:42:54 main:574] : INFO : Epoch 1803 | loss: 0.0311495 | val_loss: 0.0311696 | Time: 14633 ms [2022-03-11 10:43:09 main:574] : INFO : Epoch 1804 | loss: 0.0311518 | val_loss: 0.031166 | Time: 14433 ms [2022-03-11 10:43:23 main:574] : INFO : Epoch 1805 | loss: 0.0311548 | val_loss: 0.0311674 | Time: 14279.7 ms [2022-03-11 10:43:38 main:574] : INFO : Epoch 1806 | loss: 0.0311548 | val_loss: 0.0311684 | Time: 14532.6 ms [2022-03-11 10:43:53 main:574] : INFO : Epoch 1807 | loss: 0.0311562 | val_loss: 0.0311635 | Time: 14938.1 ms [2022-03-11 10:44:08 main:574] : INFO : Epoch 1808 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 14955.7 ms [2022-03-11 10:44:22 main:574] : INFO : Epoch 1809 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 14047.2 ms [2022-03-11 10:44:36 main:574] : INFO : Epoch 1810 | loss: 0.031152 | val_loss: 0.0311721 | Time: 14436.2 ms [2022-03-11 10:44:51 main:574] : INFO : Epoch 1811 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 15086.3 ms [2022-03-11 10:45:06 main:574] : INFO : Epoch 1812 | loss: 0.0311529 | val_loss: 0.0311742 | Time: 15032 ms [2022-03-11 10:45:22 main:574] : INFO : Epoch 1813 | loss: 0.0311508 | val_loss: 0.0311638 | Time: 15462 ms [2022-03-11 10:45:37 main:574] : INFO : Epoch 1814 | loss: 0.0311483 | val_loss: 0.0311636 | Time: 15123.8 ms [2022-03-11 10:45:52 main:574] : INFO : Epoch 1815 | loss: 0.0311484 | val_loss: 0.0311683 | Time: 14751.6 ms [2022-03-11 10:46:06 main:574] : INFO : Epoch 1816 | loss: 0.0311486 | val_loss: 0.0311665 | Time: 14542.4 ms [2022-03-11 10:46:21 main:574] : INFO : Epoch 1817 | loss: 0.031149 | val_loss: 0.0311689 | Time: 14657 ms [2022-03-11 10:46:36 main:574] : INFO : Epoch 1818 | loss: 0.0311524 | val_loss: 0.0311669 | Time: 14935.5 ms [2022-03-11 10:46:51 main:574] : INFO : Epoch 1819 | loss: 0.031154 | val_loss: 0.0311715 | Time: 15263.7 ms [2022-03-11 10:47:06 main:574] : INFO : Epoch 1820 | loss: 0.0311521 | val_loss: 0.031166 | Time: 14730.9 ms [2022-03-11 10:47:21 main:574] : INFO : Epoch 1821 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 15034.3 ms [2022-03-11 10:47:36 main:574] : INFO : Epoch 1822 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 15130.3 ms [2022-03-11 10:47:51 main:574] : INFO : Epoch 1823 | loss: 0.0311533 | val_loss: 0.0311709 | Time: 14713.7 ms [2022-03-11 10:48:06 main:574] : INFO : Epoch 1824 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 14610.4 ms [2022-03-11 10:48:20 main:574] : INFO : Epoch 1825 | loss: 0.0311522 | val_loss: 0.0311648 | Time: 14363.1 ms [2022-03-11 10:48:34 main:574] : INFO : Epoch 1826 | loss: 0.0311521 | val_loss: 0.0311673 | Time: 14159.4 ms [2022-03-11 10:48:49 main:574] : INFO : Epoch 1827 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 14451.1 ms [2022-03-11 10:49:03 main:574] : INFO : Epoch 1828 | loss: 0.0311542 | val_loss: 0.0311703 | Time: 14285.2 ms [2022-03-11 10:49:17 main:574] : INFO : Epoch 1829 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 14527.4 ms [2022-03-11 10:49:32 main:574] : INFO : Epoch 1830 | loss: 0.0311559 | val_loss: 0.0311703 | Time: 14747.9 ms [2022-03-11 10:49:48 main:574] : INFO : Epoch 1831 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 15379.5 ms [2022-03-11 10:50:03 main:574] : INFO : Epoch 1832 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 14923.7 ms [2022-03-11 10:50:18 main:574] : INFO : Epoch 1833 | loss: 0.0311526 | val_loss: 0.031173 | Time: 15054.6 ms [2022-03-11 10:50:33 main:574] : INFO : Epoch 1834 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 14980.3 ms [2022-03-11 10:50:48 main:574] : INFO : Epoch 1835 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 14982.8 ms [2022-03-11 10:51:02 main:574] : INFO : Epoch 1836 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 14258.8 ms [2022-03-11 10:51:16 main:574] : INFO : Epoch 1837 | loss: 0.0311529 | val_loss: 0.0311676 | Time: 14287.5 ms [2022-03-11 10:51:32 main:574] : INFO : Epoch 1838 | loss: 0.0311515 | val_loss: 0.0311669 | Time: 15464.3 ms [2022-03-11 10:51:48 main:574] : INFO : Epoch 1839 | loss: 0.0311503 | val_loss: 0.0311683 | Time: 16789.8 ms [2022-03-11 10:52:03 main:574] : INFO : Epoch 1840 | loss: 0.03115 | val_loss: 0.031169 | Time: 14689.8 ms [2022-03-11 10:52:18 main:574] : INFO : Epoch 1841 | loss: 0.0311499 | val_loss: 0.0311754 | Time: 14919.4 ms [2022-03-11 10:52:33 main:574] : INFO : Epoch 1842 | loss: 0.0311493 | val_loss: 0.0311667 | Time: 14507.4 ms [2022-03-11 10:52:47 main:574] : INFO : Epoch 1843 | loss: 0.0311494 | val_loss: 0.0311683 | Time: 14612.5 ms [2022-03-11 10:53:02 main:574] : INFO : Epoch 1844 | loss: 0.0311503 | val_loss: 0.031168 | Time: 14544 ms [2022-03-11 10:53:16 main:574] : INFO : Epoch 1845 | loss: 0.0311519 | val_loss: 0.03117 | Time: 14447.8 ms [2022-03-11 10:53:31 main:574] : INFO : Epoch 1846 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 14342.6 ms [2022-03-11 10:53:45 main:574] : INFO : Epoch 1847 | loss: 0.0311594 | val_loss: 0.0311721 | Time: 14308.5 ms [2022-03-11 10:53:59 main:574] : INFO : Epoch 1848 | loss: 0.0311578 | val_loss: 0.0311747 | Time: 14260.8 ms [2022-03-11 10:54:14 main:574] : INFO : Epoch 1849 | loss: 0.0311574 | val_loss: 0.0311724 | Time: 14615.3 ms [2022-03-11 10:54:30 main:574] : INFO : Epoch 1850 | loss: 0.0311569 | val_loss: 0.0311722 | Time: 16374.4 ms [2022-03-11 10:54:45 main:574] : INFO : Epoch 1851 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 15090.9 ms [2022-03-11 10:55:01 main:574] : INFO : Epoch 1852 | loss: 0.0311658 | val_loss: 0.0311823 | Time: 15243.5 ms [2022-03-11 10:55:15 main:574] : INFO : Epoch 1853 | loss: 0.0311631 | val_loss: 0.0311701 | Time: 14234.5 ms [2022-03-11 10:55:29 main:574] : INFO : Epoch 1854 | loss: 0.0311647 | val_loss: 0.0311729 | Time: 14469.6 ms [2022-03-11 10:55:44 main:574] : INFO : Epoch 1855 | loss: 0.0311663 | val_loss: 0.0311755 | Time: 14456.2 ms [2022-03-11 10:55:58 main:574] : INFO : Epoch 1856 | loss: 0.031163 | val_loss: 0.0311704 | Time: 14593 ms [2022-03-11 10:56:13 main:574] : INFO : Epoch 1857 | loss: 0.0311603 | val_loss: 0.0311676 | Time: 14252.9 ms [2022-03-11 10:56:27 main:574] : INFO : Epoch 1858 | loss: 0.0311603 | val_loss: 0.0311677 | Time: 14288.8 ms [2022-03-11 10:56:41 main:574] : INFO : Epoch 1859 | loss: 0.0311664 | val_loss: 0.0311775 | Time: 14342.9 ms [2022-03-11 10:56:56 main:574] : INFO : Epoch 1860 | loss: 0.0311666 | val_loss: 0.031173 | Time: 14550.3 ms [2022-03-11 10:57:10 main:574] : INFO : Epoch 1861 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 14414.4 ms [2022-03-11 10:57:25 main:574] : INFO : Epoch 1862 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 14850.1 ms [2022-03-11 10:57:40 main:574] : INFO : Epoch 1863 | loss: 0.031171 | val_loss: 0.0311771 | Time: 14722.9 ms [2022-03-11 10:57:55 main:574] : INFO : Epoch 1864 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 15240 ms [2022-03-11 10:58:11 main:574] : INFO : Epoch 1865 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 15375.8 ms [2022-03-11 10:58:25 main:574] : INFO : Epoch 1866 | loss: 0.031168 | val_loss: 0.0311773 | Time: 14808.2 ms [2022-03-11 10:58:40 main:574] : INFO : Epoch 1867 | loss: 0.0311682 | val_loss: 0.031173 | Time: 14830.4 ms [2022-03-11 10:58:55 main:574] : INFO : Epoch 1868 | loss: 0.031166 | val_loss: 0.0311739 | Time: 14642.3 ms [2022-03-11 10:59:09 main:574] : INFO : Epoch 1869 | loss: 0.0311656 | val_loss: 0.0311733 | Time: 14427.9 ms [2022-03-11 10:59:24 main:574] : INFO : Epoch 1870 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 14282.6 ms [2022-03-11 10:59:38 main:574] : INFO : Epoch 1871 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 14266.4 ms [2022-03-11 10:59:53 main:574] : INFO : Epoch 1872 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 14563.9 ms [2022-03-11 11:00:07 main:574] : INFO : Epoch 1873 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 14296.9 ms [2022-03-11 11:00:21 main:574] : INFO : Epoch 1874 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 14248.7 ms [2022-03-11 11:00:36 main:574] : INFO : Epoch 1875 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 14907.1 ms [2022-03-11 11:00:52 main:574] : INFO : Epoch 1876 | loss: 0.0311664 | val_loss: 0.0311824 | Time: 15297.7 ms [2022-03-11 11:01:07 main:574] : INFO : Epoch 1877 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 15126.8 ms [2022-03-11 11:01:22 main:574] : INFO : Epoch 1878 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 15021.9 ms [2022-03-11 11:01:37 main:574] : INFO : Epoch 1879 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 14952.8 ms [2022-03-11 11:01:52 main:574] : INFO : Epoch 1880 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 15015.2 ms [2022-03-11 11:02:06 main:574] : INFO : Epoch 1881 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 14517.2 ms [2022-03-11 11:02:21 main:574] : INFO : Epoch 1882 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 14483.4 ms [2022-03-11 11:02:35 main:574] : INFO : Epoch 1883 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 14410 ms [2022-03-11 11:02:50 main:574] : INFO : Epoch 1884 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 15085 ms [2022-03-11 11:03:05 main:574] : INFO : Epoch 1885 | loss: 0.0311645 | val_loss: 0.0311753 | Time: 14515.4 ms [2022-03-11 11:03:21 main:574] : INFO : Epoch 1886 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 15550.9 ms [2022-03-11 11:03:35 main:574] : INFO : Epoch 1887 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 14386.2 ms [2022-03-11 11:03:50 main:574] : INFO : Epoch 1888 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 15022.1 ms [2022-03-11 11:04:05 main:574] : INFO : Epoch 1889 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 14759 ms [2022-03-11 11:04:20 main:574] : INFO : Epoch 1890 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 14865 ms [2022-03-11 11:04:34 main:574] : INFO : Epoch 1891 | loss: 0.031161 | val_loss: 0.0311696 | Time: 14449.2 ms [2022-03-11 11:04:49 main:574] : INFO : Epoch 1892 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 14647.2 ms [2022-03-11 11:05:03 main:574] : INFO : Epoch 1893 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 14387 ms [2022-03-11 11:05:18 main:574] : INFO : Epoch 1894 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 14359.5 ms [2022-03-11 11:05:32 main:574] : INFO : Epoch 1895 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 14428.1 ms [2022-03-11 11:05:46 main:574] : INFO : Epoch 1896 | loss: 0.0311597 | val_loss: 0.0311697 | Time: 14384.6 ms [2022-03-11 11:06:01 main:574] : INFO : Epoch 1897 | loss: 0.0311612 | val_loss: 0.0311727 | Time: 14253.8 ms [2022-03-11 11:06:15 main:574] : INFO : Epoch 1898 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 14276.1 ms [2022-03-11 11:06:31 main:574] : INFO : Epoch 1899 | loss: 0.0311602 | val_loss: 0.031182 | Time: 16032.4 ms [2022-03-11 11:06:46 main:574] : INFO : Epoch 1900 | loss: 0.0311622 | val_loss: 0.031175 | Time: 15427.7 ms [2022-03-11 11:07:02 main:574] : INFO : Epoch 1901 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 15022.3 ms [2022-03-11 11:07:16 main:574] : INFO : Epoch 1902 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 14872.3 ms [2022-03-11 11:07:31 main:574] : INFO : Epoch 1903 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 14502.4 ms [2022-03-11 11:07:45 main:574] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 14545 ms [2022-03-11 11:08:00 main:574] : INFO : Epoch 1905 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 14486.4 ms [2022-03-11 11:08:14 main:574] : INFO : Epoch 1906 | loss: 0.0311608 | val_loss: 0.0311698 | Time: 14372.4 ms [2022-03-11 11:08:29 main:574] : INFO : Epoch 1907 | loss: 0.0311596 | val_loss: 0.0311683 | Time: 14396.7 ms [2022-03-11 11:08:43 main:574] : INFO : Epoch 1908 | loss: 0.0311609 | val_loss: 0.0311732 | Time: 14380 ms [2022-03-11 11:08:57 main:574] : INFO : Epoch 1909 | loss: 0.031159 | val_loss: 0.0311747 | Time: 14259.8 ms [2022-03-11 11:09:12 main:574] : INFO : Epoch 1910 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 14350.6 ms [2022-03-11 11:09:26 main:574] : INFO : Epoch 1911 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 14377.3 ms [2022-03-11 11:09:43 main:574] : INFO : Epoch 1912 | loss: 0.0311655 | val_loss: 0.0311763 | Time: 16281 ms [2022-03-11 11:09:57 main:574] : INFO : Epoch 1913 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 14753.4 ms [2022-03-11 11:10:12 main:574] : INFO : Epoch 1914 | loss: 0.0311675 | val_loss: 0.0311702 | Time: 15102.7 ms [2022-03-11 11:10:27 main:574] : INFO : Epoch 1915 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 14869.3 ms [2022-03-11 11:10:42 main:574] : INFO : Epoch 1916 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 14479.9 ms [2022-03-11 11:10:56 main:574] : INFO : Epoch 1917 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 14689.3 ms [2022-03-11 11:11:11 main:574] : INFO : Epoch 1918 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 14476.1 ms [2022-03-11 11:11:25 main:574] : INFO : Epoch 1919 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 14221.8 ms [2022-03-11 11:11:40 main:574] : INFO : Epoch 1920 | loss: 0.0311635 | val_loss: 0.0311804 | Time: 14377.4 ms [2022-03-11 11:11:54 main:574] : INFO : Epoch 1921 | loss: 0.0311644 | val_loss: 0.0311776 | Time: 14614.7 ms [2022-03-11 11:12:08 main:574] : INFO : Epoch 1922 | loss: 0.031169 | val_loss: 0.0311822 | Time: 14279.1 ms [2022-03-11 11:12:23 main:574] : INFO : Epoch 1923 | loss: 0.0320301 | val_loss: 0.0351364 | Time: 14251.4 ms [2022-03-11 11:12:37 main:574] : INFO : Epoch 1924 | loss: 0.0608375 | val_loss: 0.0371423 | Time: 14274.8 ms [2022-03-11 11:12:52 main:574] : INFO : Epoch 1925 | loss: 0.037531 | val_loss: 0.0319309 | Time: 14575.7 ms [2022-03-11 11:13:06 main:574] : INFO : Epoch 1926 | loss: 0.0349319 | val_loss: 0.0314211 | Time: 14175.2 ms [2022-03-11 11:13:20 main:574] : INFO : Epoch 1927 | loss: 0.0316362 | val_loss: 0.0313916 | Time: 14283 ms [2022-03-11 11:13:34 main:574] : INFO : Epoch 1928 | loss: 0.0312949 | val_loss: 0.0312564 | Time: 14327.2 ms [2022-03-11 11:13:49 main:574] : INFO : Epoch 1929 | loss: 0.0312403 | val_loss: 0.03123 | Time: 14419.6 ms [2022-03-11 11:14:04 main:574] : INFO : Epoch 1930 | loss: 0.0312256 | val_loss: 0.0312212 | Time: 14975.8 ms [2022-03-11 11:14:19 main:574] : INFO : Epoch 1931 | loss: 0.0312197 | val_loss: 0.031217 | Time: 14667.3 ms [2022-03-11 11:14:34 main:574] : INFO : Epoch 1932 | loss: 0.0312139 | val_loss: 0.0312086 | Time: 15206.6 ms [2022-03-11 11:14:51 main:574] : INFO : Epoch 1933 | loss: 0.0312054 | val_loss: 0.0312001 | Time: 17434 ms [2022-03-11 11:15:09 main:574] : INFO : Epoch 1934 | loss: 0.0312002 | val_loss: 0.0311973 | Time: 17810.2 ms [2022-03-11 11:15:25 main:574] : INFO : Epoch 1935 | loss: 0.0311973 | val_loss: 0.0311944 | Time: 15947.6 ms [2022-03-11 11:15:46 main:574] : INFO : Epoch 1936 | loss: 0.0311954 | val_loss: 0.031194 | Time: 21072.1 ms [2022-03-11 11:16:07 main:574] : INFO : Epoch 1937 | loss: 0.0311939 | val_loss: 0.0311928 | Time: 20528.8 ms [2022-03-11 11:16:26 main:574] : INFO : Epoch 1938 | loss: 0.0311929 | val_loss: 0.0311914 | Time: 19416.8 ms [2022-03-11 11:16:46 main:574] : INFO : Epoch 1939 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 19399 ms [2022-03-11 11:17:05 main:574] : INFO : Epoch 1940 | loss: 0.0311916 | val_loss: 0.0311908 | Time: 19211.8 ms [2022-03-11 11:17:20 main:574] : INFO : Epoch 1941 | loss: 0.0311911 | val_loss: 0.0311908 | Time: 15193.6 ms [2022-03-11 11:17:35 main:574] : INFO : Epoch 1942 | loss: 0.031191 | val_loss: 0.0311909 | Time: 14292 ms [2022-03-11 11:17:50 main:574] : INFO : Epoch 1943 | loss: 0.0311904 | val_loss: 0.0311904 | Time: 15279 ms [2022-03-11 11:18:05 main:574] : INFO : Epoch 1944 | loss: 0.0311902 | val_loss: 0.0311897 | Time: 15502.9 ms [2022-03-11 11:18:21 main:574] : INFO : Epoch 1945 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 15212.2 ms [2022-03-11 11:18:35 main:574] : INFO : Epoch 1946 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 14405.1 ms [2022-03-11 11:18:50 main:574] : INFO : Epoch 1947 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 14754.7 ms [2022-03-11 11:19:04 main:574] : INFO : Epoch 1948 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 14301.4 ms [2022-03-11 11:19:18 main:574] : INFO : Epoch 1949 | loss: 0.0311887 | val_loss: 0.031189 | Time: 14349.8 ms [2022-03-11 11:19:33 main:574] : INFO : Epoch 1950 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 14336.3 ms [2022-03-11 11:19:48 main:574] : INFO : Epoch 1951 | loss: 0.0311831 | val_loss: 0.0311871 | Time: 14950.8 ms [2022-03-11 11:20:02 main:574] : INFO : Epoch 1952 | loss: 0.0311806 | val_loss: 0.0311859 | Time: 14621 ms [2022-03-11 11:20:17 main:574] : INFO : Epoch 1953 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 14194 ms [2022-03-11 11:20:31 main:574] : INFO : Epoch 1954 | loss: 0.0311771 | val_loss: 0.0311835 | Time: 14792.8 ms [2022-03-11 11:20:46 main:574] : INFO : Epoch 1955 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 14463.2 ms [2022-03-11 11:21:01 main:574] : INFO : Epoch 1956 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 15154.3 ms [2022-03-11 11:21:16 main:574] : INFO : Epoch 1957 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 15097.2 ms [2022-03-11 11:21:32 main:574] : INFO : Epoch 1958 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 15824.6 ms [2022-03-11 11:21:47 main:574] : INFO : Epoch 1959 | loss: 0.031176 | val_loss: 0.0311819 | Time: 14587.1 ms [2022-03-11 11:22:01 main:574] : INFO : Epoch 1960 | loss: 0.031175 | val_loss: 0.0311794 | Time: 14248.2 ms [2022-03-11 11:22:15 main:574] : INFO : Epoch 1961 | loss: 0.0311745 | val_loss: 0.03118 | Time: 14418.1 ms [2022-03-11 11:22:30 main:574] : INFO : Epoch 1962 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 14280.3 ms [2022-03-11 11:22:44 main:574] : INFO : Epoch 1963 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 14641.3 ms [2022-03-11 11:22:59 main:574] : INFO : Epoch 1964 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 14892.9 ms [2022-03-11 11:23:13 main:574] : INFO : Epoch 1965 | loss: 0.031172 | val_loss: 0.0311779 | Time: 14198.3 ms [2022-03-11 11:23:28 main:574] : INFO : Epoch 1966 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 14323.1 ms [2022-03-11 11:23:43 main:574] : INFO : Epoch 1967 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 14699.9 ms [2022-03-11 11:23:58 main:574] : INFO : Epoch 1968 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 15183 ms [2022-03-11 11:24:14 main:574] : INFO : Epoch 1969 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 16638.6 ms [2022-03-11 11:24:31 main:574] : INFO : Epoch 1970 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 16303.5 ms [2022-03-11 11:24:47 main:574] : INFO : Epoch 1971 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 16509 ms [2022-03-11 11:25:02 main:574] : INFO : Epoch 1972 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 15015.4 ms [2022-03-11 11:25:17 main:574] : INFO : Epoch 1973 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 14581.8 ms [2022-03-11 11:25:32 main:574] : INFO : Epoch 1974 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 15097.8 ms [2022-03-11 11:25:48 main:574] : INFO : Epoch 1975 | loss: 0.0311691 | val_loss: 0.0311739 | Time: 15677.3 ms [2022-03-11 11:26:03 main:574] : INFO : Epoch 1976 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 15497.4 ms [2022-03-11 11:26:18 main:574] : INFO : Epoch 1977 | loss: 0.0311682 | val_loss: 0.031175 | Time: 15123.5 ms [2022-03-11 11:26:33 main:574] : INFO : Epoch 1978 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 14460.2 ms [2022-03-11 11:26:47 main:574] : INFO : Epoch 1979 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 14626.3 ms [2022-03-11 11:27:02 main:574] : INFO : Epoch 1980 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 14459.5 ms [2022-03-11 11:27:16 main:574] : INFO : Epoch 1981 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 14524.1 ms [2022-03-11 11:27:31 main:574] : INFO : Epoch 1982 | loss: 0.0311671 | val_loss: 0.0311751 | Time: 15007.1 ms [2022-03-11 11:27:47 main:574] : INFO : Epoch 1983 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 15378.7 ms [2022-03-11 11:28:02 main:574] : INFO : Epoch 1984 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 14947.7 ms [2022-03-11 11:28:16 main:574] : INFO : Epoch 1985 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 14510.1 ms [2022-03-11 11:28:31 main:574] : INFO : Epoch 1986 | loss: 0.0311674 | val_loss: 0.031175 | Time: 15125.9 ms [2022-03-11 11:28:46 main:574] : INFO : Epoch 1987 | loss: 0.0311669 | val_loss: 0.0311757 | Time: 14822.7 ms [2022-03-11 11:29:02 main:574] : INFO : Epoch 1988 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 15234.5 ms [2022-03-11 11:29:19 main:574] : INFO : Epoch 1989 | loss: 0.0311662 | val_loss: 0.0311749 | Time: 17366.3 ms [2022-03-11 11:29:34 main:574] : INFO : Epoch 1990 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 15092.5 ms [2022-03-11 11:29:49 main:574] : INFO : Epoch 1991 | loss: 0.031166 | val_loss: 0.0311736 | Time: 14698 ms [2022-03-11 11:30:03 main:574] : INFO : Epoch 1992 | loss: 0.0311653 | val_loss: 0.031174 | Time: 14489.6 ms [2022-03-11 11:30:18 main:574] : INFO : Epoch 1993 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 14454.5 ms [2022-03-11 11:30:32 main:574] : INFO : Epoch 1994 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 14257.5 ms [2022-03-11 11:30:46 main:574] : INFO : Epoch 1995 | loss: 0.0311665 | val_loss: 0.0311755 | Time: 14204.6 ms [2022-03-11 11:31:00 main:574] : INFO : Epoch 1996 | loss: 0.0311652 | val_loss: 0.0311756 | Time: 14176.1 ms [2022-03-11 11:31:15 main:574] : INFO : Epoch 1997 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 14390 ms [2022-03-11 11:31:29 main:574] : INFO : Epoch 1998 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 14136.8 ms [2022-03-11 11:31:43 main:574] : INFO : Epoch 1999 | loss: 0.031164 | val_loss: 0.0311749 | Time: 14395.7 ms [2022-03-11 11:31:58 main:574] : INFO : Epoch 2000 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 14595.5 ms [2022-03-11 11:32:12 main:574] : INFO : Epoch 2001 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 14335.2 ms [2022-03-11 11:32:27 main:574] : INFO : Epoch 2002 | loss: 0.0311624 | val_loss: 0.0311766 | Time: 14307.4 ms [2022-03-11 11:32:41 main:574] : INFO : Epoch 2003 | loss: 0.0311642 | val_loss: 0.031175 | Time: 14202.1 ms [2022-03-11 11:32:56 main:574] : INFO : Epoch 2004 | loss: 0.0311625 | val_loss: 0.0311752 | Time: 14602.2 ms [2022-03-11 11:33:10 main:574] : INFO : Epoch 2005 | loss: 0.0311642 | val_loss: 0.031177 | Time: 14307.5 ms [2022-03-11 11:33:24 main:574] : INFO : Epoch 2006 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 14431.8 ms [2022-03-11 11:33:39 main:574] : INFO : Epoch 2007 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 14643.6 ms [2022-03-11 11:33:54 main:574] : INFO : Epoch 2008 | loss: 0.031169 | val_loss: 0.0311758 | Time: 14792.4 ms [2022-03-11 11:34:09 main:574] : INFO : Epoch 2009 | loss: 0.0311747 | val_loss: 0.0311724 | Time: 14857.4 ms [2022-03-11 11:34:24 main:574] : INFO : Epoch 2010 | loss: 0.0311724 | val_loss: 0.0311715 | Time: 14962.5 ms [2022-03-11 11:34:39 main:574] : INFO : Epoch 2011 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 15287 ms [2022-03-11 11:34:54 main:574] : INFO : Epoch 2012 | loss: 0.0311709 | val_loss: 0.0311708 | Time: 15271.9 ms [2022-03-11 11:35:09 main:574] : INFO : Epoch 2013 | loss: 0.0311713 | val_loss: 0.0311722 | Time: 15233.3 ms [2022-03-11 11:35:24 main:574] : INFO : Epoch 2014 | loss: 0.0311738 | val_loss: 0.0311727 | Time: 14840.4 ms [2022-03-11 11:35:40 main:574] : INFO : Epoch 2015 | loss: 0.0311729 | val_loss: 0.0311701 | Time: 15840.5 ms [2022-03-11 11:35:56 main:574] : INFO : Epoch 2016 | loss: 0.0311728 | val_loss: 0.0311699 | Time: 15432.6 ms [2022-03-11 11:36:11 main:574] : INFO : Epoch 2017 | loss: 0.0311707 | val_loss: 0.0311699 | Time: 15058.4 ms [2022-03-11 11:36:26 main:574] : INFO : Epoch 2018 | loss: 0.0311717 | val_loss: 0.031172 | Time: 14915.4 ms [2022-03-11 11:36:41 main:574] : INFO : Epoch 2019 | loss: 0.0311709 | val_loss: 0.0311703 | Time: 15626.7 ms [2022-03-11 11:36:56 main:574] : INFO : Epoch 2020 | loss: 0.0311693 | val_loss: 0.0311693 | Time: 14128.1 ms [2022-03-11 11:37:10 main:574] : INFO : Epoch 2021 | loss: 0.0311695 | val_loss: 0.0311699 | Time: 14875.4 ms [2022-03-11 11:37:25 main:574] : INFO : Epoch 2022 | loss: 0.0311695 | val_loss: 0.0311687 | Time: 14762.7 ms [2022-03-11 11:37:40 main:574] : INFO : Epoch 2023 | loss: 0.0311689 | val_loss: 0.0311685 | Time: 14817.4 ms [2022-03-11 11:37:55 main:574] : INFO : Epoch 2024 | loss: 0.0311693 | val_loss: 0.0311688 | Time: 15306.4 ms [2022-03-11 11:38:10 main:574] : INFO : Epoch 2025 | loss: 0.0311688 | val_loss: 0.0311682 | Time: 14946.3 ms [2022-03-11 11:38:25 main:574] : INFO : Epoch 2026 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 14523.6 ms [2022-03-11 11:38:39 main:574] : INFO : Epoch 2027 | loss: 0.0311701 | val_loss: 0.0311698 | Time: 14543.3 ms [2022-03-11 11:38:55 main:574] : INFO : Epoch 2028 | loss: 0.0311713 | val_loss: 0.0311687 | Time: 15658.1 ms [2022-03-11 11:39:10 main:574] : INFO : Epoch 2029 | loss: 0.0311697 | val_loss: 0.0311697 | Time: 15379 ms [2022-03-11 11:39:25 main:574] : INFO : Epoch 2030 | loss: 0.0311683 | val_loss: 0.031168 | Time: 14896.2 ms [2022-03-11 11:39:41 main:574] : INFO : Epoch 2031 | loss: 0.0311679 | val_loss: 0.0311682 | Time: 15336.8 ms [2022-03-11 11:39:55 main:574] : INFO : Epoch 2032 | loss: 0.0311679 | val_loss: 0.0311681 | Time: 14594.8 ms [2022-03-11 11:40:10 main:574] : INFO : Epoch 2033 | loss: 0.0311685 | val_loss: 0.0311682 | Time: 14749.5 ms [2022-03-11 11:40:25 main:574] : INFO : Epoch 2034 | loss: 0.0311676 | val_loss: 0.031168 | Time: 14559.4 ms [2022-03-11 11:40:40 main:574] : INFO : Epoch 2035 | loss: 0.0311683 | val_loss: 0.0311729 | Time: 14843.4 ms [2022-03-11 11:40:54 main:574] : INFO : Epoch 2036 | loss: 0.0311687 | val_loss: 0.0311709 | Time: 14711.1 ms [2022-03-11 11:41:09 main:574] : INFO : Epoch 2037 | loss: 0.03117 | val_loss: 0.0311717 | Time: 15134.1 ms [2022-03-11 11:41:25 main:574] : INFO : Epoch 2038 | loss: 0.0311715 | val_loss: 0.031173 | Time: 15171.1 ms [2022-03-11 11:41:41 main:574] : INFO : Epoch 2039 | loss: 0.0311706 | val_loss: 0.0311713 | Time: 15910.4 ms [2022-03-11 11:41:56 main:574] : INFO : Epoch 2040 | loss: 0.0311696 | val_loss: 0.0311703 | Time: 15051.4 ms [2022-03-11 11:42:11 main:574] : INFO : Epoch 2041 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 14996.4 ms [2022-03-11 11:42:25 main:574] : INFO : Epoch 2042 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 14438.9 ms [2022-03-11 11:42:39 main:574] : INFO : Epoch 2043 | loss: 0.031168 | val_loss: 0.0311723 | Time: 14274.5 ms [2022-03-11 11:42:54 main:574] : INFO : Epoch 2044 | loss: 0.0311683 | val_loss: 0.0311712 | Time: 14339.4 ms [2022-03-11 11:43:09 main:574] : INFO : Epoch 2045 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 14889.8 ms [2022-03-11 11:43:23 main:574] : INFO : Epoch 2046 | loss: 0.031167 | val_loss: 0.0311699 | Time: 14629.5 ms [2022-03-11 11:43:38 main:574] : INFO : Epoch 2047 | loss: 0.0311671 | val_loss: 0.0311716 | Time: 14901.2 ms [2022-03-11 11:43:54 main:574] : INFO : Epoch 2048 | loss: 0.0311672 | val_loss: 0.0311697 | Time: 15342.2 ms [2022-03-11 11:43:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311697 [2022-03-11 11:43:54 main:603] : INFO : Saving end state to config to file [2022-03-11 11:43:54 main:608] : INFO : Success, exiting.. 11:43:54 (11388): 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)