Task 10158106
| Name | ParityModified-1638632777-19615-2-0_0 |
| Workunit | 7526198 |
| Created | 24 Dec 2021, 20:04:24 UTC |
| Sent | 12 Jan 2022, 16:08:28 UTC |
| Report deadline | 20 Jan 2022, 16:08:28 UTC |
| Received | 13 Jan 2022, 16:30:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 21 sec |
| CPU time | 1 hours 40 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.57 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :15:51 main:574] : INFO : Epoch 1542 | loss: 0.0311678 | val_loss: 0.0311653 | Time: 1599.39 ms [2022-01-13 10:15:52 main:574] : INFO : Epoch 1543 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 1599.89 ms [2022-01-13 10:15:54 main:574] : INFO : Epoch 1544 | loss: 0.0311683 | val_loss: 0.0311642 | Time: 1619.83 ms [2022-01-13 10:15:56 main:574] : INFO : Epoch 1545 | loss: 0.0311671 | val_loss: 0.0311669 | Time: 1624.73 ms [2022-01-13 10:15:57 main:574] : INFO : Epoch 1546 | loss: 0.0311707 | val_loss: 0.0311652 | Time: 1586.53 ms [2022-01-13 10:15:59 main:574] : INFO : Epoch 1547 | loss: 0.0311692 | val_loss: 0.0311663 | Time: 1623.19 ms [2022-01-13 10:16:00 main:574] : INFO : Epoch 1548 | loss: 0.0311667 | val_loss: 0.0311673 | Time: 1617 ms [2022-01-13 10:16:02 main:574] : INFO : Epoch 1549 | loss: 0.0311705 | val_loss: 0.0311673 | Time: 1616.08 ms [2022-01-13 10:16:04 main:574] : INFO : Epoch 1550 | loss: 0.0311666 | val_loss: 0.0311633 | Time: 1551.69 ms [2022-01-13 10:16:05 main:574] : INFO : Epoch 1551 | loss: 0.0311662 | val_loss: 0.0311651 | Time: 1623.64 ms [2022-01-13 10:16:07 main:574] : INFO : Epoch 1552 | loss: 0.0311675 | val_loss: 0.031168 | Time: 1571.2 ms [2022-01-13 10:16:08 main:574] : INFO : Epoch 1553 | loss: 0.0311677 | val_loss: 0.0311668 | Time: 1619.21 ms [2022-01-13 10:16:10 main:574] : INFO : Epoch 1554 | loss: 0.0311684 | val_loss: 0.0311818 | Time: 1578.27 ms [2022-01-13 10:16:12 main:574] : INFO : Epoch 1555 | loss: 0.0311708 | val_loss: 0.031164 | Time: 1613.09 ms [2022-01-13 10:16:13 main:574] : INFO : Epoch 1556 | loss: 0.0311664 | val_loss: 0.0311631 | Time: 1608.65 ms [2022-01-13 10:16:15 main:574] : INFO : Epoch 1557 | loss: 0.0311701 | val_loss: 0.0311691 | Time: 1601.93 ms [2022-01-13 10:16:16 main:574] : INFO : Epoch 1558 | loss: 0.0311699 | val_loss: 0.0311662 | Time: 1577.1 ms [2022-01-13 10:16:18 main:574] : INFO : Epoch 1559 | loss: 0.0311676 | val_loss: 0.0311641 | Time: 1607.75 ms [2022-01-13 10:16:20 main:574] : INFO : Epoch 1560 | loss: 0.0311652 | val_loss: 0.0311642 | Time: 1568.74 ms [2022-01-13 10:16:21 main:574] : INFO : Epoch 1561 | loss: 0.0311683 | val_loss: 0.0311824 | Time: 1607.09 ms [2022-01-13 10:16:23 main:574] : INFO : Epoch 1562 | loss: 0.0311795 | val_loss: 0.0311633 | Time: 1615.84 ms [2022-01-13 10:16:24 main:574] : INFO : Epoch 1563 | loss: 0.0311691 | val_loss: 0.031164 | Time: 1543.36 ms [2022-01-13 10:16:26 main:574] : INFO : Epoch 1564 | loss: 0.0311706 | val_loss: 0.0311636 | Time: 1614.61 ms [2022-01-13 10:16:28 main:574] : INFO : Epoch 1565 | loss: 0.0311666 | val_loss: 0.0311687 | Time: 1558.72 ms [2022-01-13 10:16:29 main:574] : INFO : Epoch 1566 | loss: 0.0311704 | val_loss: 0.0311677 | Time: 1584.42 ms [2022-01-13 10:16:31 main:574] : INFO : Epoch 1567 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 1582.36 ms [2022-01-13 10:16:32 main:574] : INFO : Epoch 1568 | loss: 0.031174 | val_loss: 0.031163 | Time: 1598.62 ms [2022-01-13 10:16:34 main:574] : INFO : Epoch 1569 | loss: 0.0311695 | val_loss: 0.03117 | Time: 1555.31 ms [2022-01-13 10:16:36 main:574] : INFO : Epoch 1570 | loss: 0.0311701 | val_loss: 0.0311638 | Time: 1592.75 ms [2022-01-13 10:16:37 main:574] : INFO : Epoch 1571 | loss: 0.0311666 | val_loss: 0.0311693 | Time: 1560.23 ms [2022-01-13 10:16:39 main:574] : INFO : Epoch 1572 | loss: 0.0311674 | val_loss: 0.0311616 | Time: 1612.95 ms [2022-01-13 10:16:40 main:574] : INFO : Epoch 1573 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 1586.37 ms [2022-01-13 10:16:42 main:574] : INFO : Epoch 1574 | loss: 0.0311678 | val_loss: 0.0311623 | Time: 1608.02 ms [2022-01-13 10:16:43 main:574] : INFO : Epoch 1575 | loss: 0.0311667 | val_loss: 0.031171 | Time: 1578.69 ms [2022-01-13 10:16:45 main:574] : INFO : Epoch 1576 | loss: 0.0311662 | val_loss: 0.0311608 | Time: 1617.74 ms [2022-01-13 10:16:47 main:574] : INFO : Epoch 1577 | loss: 0.0311658 | val_loss: 0.0311664 | Time: 1548.64 ms [2022-01-13 10:16:48 main:574] : INFO : Epoch 1578 | loss: 0.0311653 | val_loss: 0.0311671 | Time: 1555.64 ms [2022-01-13 10:16:50 main:574] : INFO : Epoch 1579 | loss: 0.0311649 | val_loss: 0.0311636 | Time: 1594.33 ms [2022-01-13 10:16:51 main:574] : INFO : Epoch 1580 | loss: 0.0311645 | val_loss: 0.0311628 | Time: 1594.4 ms [2022-01-13 10:16:53 main:574] : INFO : Epoch 1581 | loss: 0.031166 | val_loss: 0.0311624 | Time: 1622.79 ms [2022-01-13 10:16:55 main:574] : INFO : Epoch 1582 | loss: 0.031167 | val_loss: 0.0311735 | Time: 1612.02 ms [2022-01-13 10:16:56 main:574] : INFO : Epoch 1583 | loss: 0.0311702 | val_loss: 0.0311625 | Time: 1580.09 ms [2022-01-13 10:16:58 main:574] : INFO : Epoch 1584 | loss: 0.0311676 | val_loss: 0.0311644 | Time: 1648.78 ms [2022-01-13 10:17:00 main:574] : INFO : Epoch 1585 | loss: 0.0311635 | val_loss: 0.0311615 | Time: 1628.43 ms [2022-01-13 10:17:01 main:574] : INFO : Epoch 1586 | loss: 0.0311633 | val_loss: 0.0311601 | Time: 1588.99 ms [2022-01-13 10:17:03 main:574] : INFO : Epoch 1587 | loss: 0.0311624 | val_loss: 0.0311601 | Time: 1545.92 ms [2022-01-13 10:17:04 main:574] : INFO : Epoch 1588 | loss: 0.0311649 | val_loss: 0.0311609 | Time: 1544.48 ms [2022-01-13 10:17:06 main:574] : INFO : Epoch 1589 | loss: 0.0311621 | val_loss: 0.03116 | Time: 1567.23 ms [2022-01-13 10:17:07 main:574] : INFO : Epoch 1590 | loss: 0.0311623 | val_loss: 0.0311608 | Time: 1610.97 ms [2022-01-13 10:17:09 main:574] : INFO : Epoch 1591 | loss: 0.031162 | val_loss: 0.0311595 | Time: 1610.43 ms [2022-01-13 10:17:11 main:574] : INFO : Epoch 1592 | loss: 0.0311627 | val_loss: 0.0311595 | Time: 1622.81 ms [2022-01-13 10:17:12 main:574] : INFO : Epoch 1593 | loss: 0.0311623 | val_loss: 0.0311592 | Time: 1626.58 ms [2022-01-13 10:17:14 main:574] : INFO : Epoch 1594 | loss: 0.0311622 | val_loss: 0.0311643 | Time: 1613.58 ms [2022-01-13 10:17:15 main:574] : INFO : Epoch 1595 | loss: 0.0311627 | val_loss: 0.0311615 | Time: 1598.69 ms [2022-01-13 10:17:17 main:574] : INFO : Epoch 1596 | loss: 0.031163 | val_loss: 0.0311608 | Time: 1610.07 ms [2022-01-13 10:17:19 main:574] : INFO : Epoch 1597 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 1576.95 ms [2022-01-13 10:17:20 main:574] : INFO : Epoch 1598 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 1613.3 ms [2022-01-13 10:17:22 main:574] : INFO : Epoch 1599 | loss: 0.0311694 | val_loss: 0.0311678 | Time: 1640.28 ms [2022-01-13 10:17:24 main:574] : INFO : Epoch 1600 | loss: 0.0311629 | val_loss: 0.0311603 | Time: 1595.02 ms [2022-01-13 10:17:25 main:574] : INFO : Epoch 1601 | loss: 0.0311609 | val_loss: 0.0311593 | Time: 1586.36 ms [2022-01-13 10:17:27 main:574] : INFO : Epoch 1602 | loss: 0.031165 | val_loss: 0.0311581 | Time: 1622.14 ms [2022-01-13 10:17:28 main:574] : INFO : Epoch 1603 | loss: 0.0311687 | val_loss: 0.0311598 | Time: 1602.3 ms [2022-01-13 10:17:30 main:574] : INFO : Epoch 1604 | loss: 0.0311599 | val_loss: 0.0311582 | Time: 1577.01 ms [2022-01-13 10:17:32 main:574] : INFO : Epoch 1605 | loss: 0.031161 | val_loss: 0.0311596 | Time: 1632.08 ms [2022-01-13 10:17:33 main:574] : INFO : Epoch 1606 | loss: 0.0311609 | val_loss: 0.0311605 | Time: 1629.5 ms [2022-01-13 10:17:35 main:574] : INFO : Epoch 1607 | loss: 0.0311594 | val_loss: 0.0311582 | Time: 1581.53 ms [2022-01-13 10:17:36 main:574] : INFO : Epoch 1608 | loss: 0.031164 | val_loss: 0.0311584 | Time: 1602.31 ms [2022-01-13 10:17:38 main:574] : INFO : Epoch 1609 | loss: 0.0311706 | val_loss: 0.0311649 | Time: 1603.84 ms [2022-01-13 10:17:40 main:574] : INFO : Epoch 1610 | loss: 0.0311766 | val_loss: 0.031173 | Time: 1590.73 ms [2022-01-13 10:17:41 main:574] : INFO : Epoch 1611 | loss: 0.0311649 | val_loss: 0.0311626 | Time: 1584.69 ms [2022-01-13 10:17:43 main:574] : INFO : Epoch 1612 | loss: 0.0311603 | val_loss: 0.0311571 | Time: 1582.52 ms [2022-01-13 10:17:44 main:574] : INFO : Epoch 1613 | loss: 0.0311602 | val_loss: 0.0311625 | Time: 1556.99 ms [2022-01-13 10:17:46 main:574] : INFO : Epoch 1614 | loss: 0.0311579 | val_loss: 0.0311592 | Time: 1580.01 ms [2022-01-13 10:17:47 main:574] : INFO : Epoch 1615 | loss: 0.0311586 | val_loss: 0.031156 | Time: 1606.08 ms [2022-01-13 10:17:49 main:574] : INFO : Epoch 1616 | loss: 0.0311576 | val_loss: 0.0311577 | Time: 1614.77 ms [2022-01-13 10:17:51 main:574] : INFO : Epoch 1617 | loss: 0.0311577 | val_loss: 0.0311566 | Time: 1641.83 ms [2022-01-13 10:17:52 main:574] : INFO : Epoch 1618 | loss: 0.0311579 | val_loss: 0.0311601 | Time: 1590.95 ms [2022-01-13 10:17:54 main:574] : INFO : Epoch 1619 | loss: 0.0311567 | val_loss: 0.031158 | Time: 1600.84 ms [2022-01-13 10:17:56 main:574] : INFO : Epoch 1620 | loss: 0.0311582 | val_loss: 0.0311593 | Time: 1594.1 ms [2022-01-13 10:17:57 main:574] : INFO : Epoch 1621 | loss: 0.0311566 | val_loss: 0.0311546 | Time: 1636.21 ms [2022-01-13 10:17:59 main:574] : INFO : Epoch 1622 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 1605.54 ms [2022-01-13 10:18:00 main:574] : INFO : Epoch 1623 | loss: 0.0311636 | val_loss: 0.0311614 | Time: 1560.82 ms [2022-01-13 10:18:02 main:574] : INFO : Epoch 1624 | loss: 0.0311612 | val_loss: 0.0311549 | Time: 1569.19 ms [2022-01-13 10:18:04 main:574] : INFO : Epoch 1625 | loss: 0.0311563 | val_loss: 0.0311552 | Time: 1597.81 ms [2022-01-13 10:18:05 main:574] : INFO : Epoch 1626 | loss: 0.0311571 | val_loss: 0.0311767 | Time: 1565.34 ms [2022-01-13 10:18:07 main:574] : INFO : Epoch 1627 | loss: 0.0311655 | val_loss: 0.0311572 | Time: 1581.89 ms [2022-01-13 10:18:08 main:574] : INFO : Epoch 1628 | loss: 0.0311569 | val_loss: 0.0311563 | Time: 1625.68 ms [2022-01-13 10:18:10 main:574] : INFO : Epoch 1629 | loss: 0.0311576 | val_loss: 0.0311606 | Time: 1600 ms [2022-01-13 10:18:12 main:574] : INFO : Epoch 1630 | loss: 0.0311562 | val_loss: 0.0311539 | Time: 1611.73 ms [2022-01-13 10:18:13 main:574] : INFO : Epoch 1631 | loss: 0.0311552 | val_loss: 0.031153 | Time: 1634.43 ms [2022-01-13 10:18:15 main:574] : INFO : Epoch 1632 | loss: 0.0311573 | val_loss: 0.0311721 | Time: 1625.75 ms [2022-01-13 10:18:16 main:574] : INFO : Epoch 1633 | loss: 0.0311607 | val_loss: 0.0311599 | Time: 1609.99 ms [2022-01-13 10:18:18 main:574] : INFO : Epoch 1634 | loss: 0.0311571 | val_loss: 0.0311632 | Time: 1543.41 ms [2022-01-13 10:18:19 main:574] : INFO : Epoch 1635 | loss: 0.0311568 | val_loss: 0.0311526 | Time: 1539.79 ms [2022-01-13 10:18:21 main:574] : INFO : Epoch 1636 | loss: 0.0311578 | val_loss: 0.0311588 | Time: 1587.46 ms [2022-01-13 10:18:23 main:574] : INFO : Epoch 1637 | loss: 0.0311672 | val_loss: 0.0311786 | Time: 1576.8 ms [2022-01-13 10:18:24 main:574] : INFO : Epoch 1638 | loss: 0.0311641 | val_loss: 0.0311559 | Time: 1592.35 ms [2022-01-13 10:18:26 main:574] : INFO : Epoch 1639 | loss: 0.031158 | val_loss: 0.0311589 | Time: 1609.67 ms [2022-01-13 10:18:27 main:574] : INFO : Epoch 1640 | loss: 0.0311602 | val_loss: 0.0311564 | Time: 1590.6 ms [2022-01-13 10:18:29 main:574] : INFO : Epoch 1641 | loss: 0.0311536 | val_loss: 0.0311527 | Time: 1645.44 ms [2022-01-13 10:18:31 main:574] : INFO : Epoch 1642 | loss: 0.0311543 | val_loss: 0.031155 | Time: 1644.98 ms [2022-01-13 10:18:32 main:574] : INFO : Epoch 1643 | loss: 0.0311548 | val_loss: 0.0311556 | Time: 1620.62 ms [2022-01-13 10:18:34 main:574] : INFO : Epoch 1644 | loss: 0.0311567 | val_loss: 0.0311541 | Time: 1580.54 ms [2022-01-13 10:18:36 main:574] : INFO : Epoch 1645 | loss: 0.0311529 | val_loss: 0.031152 | Time: 1601.23 ms [2022-01-13 10:18:37 main:574] : INFO : Epoch 1646 | loss: 0.0311578 | val_loss: 0.031153 | Time: 1608.77 ms [2022-01-13 10:18:39 main:574] : INFO : Epoch 1647 | loss: 0.0311589 | val_loss: 0.0311515 | Time: 1578.25 ms [2022-01-13 10:18:40 main:574] : INFO : Epoch 1648 | loss: 0.0311524 | val_loss: 0.031151 | Time: 1596.07 ms [2022-01-13 10:18:42 main:574] : INFO : Epoch 1649 | loss: 0.0311527 | val_loss: 0.0311532 | Time: 1594.52 ms [2022-01-13 10:18:44 main:574] : INFO : Epoch 1650 | loss: 0.0311527 | val_loss: 0.0311545 | Time: 1665.94 ms [2022-01-13 10:18:45 main:574] : INFO : Epoch 1651 | loss: 0.031153 | val_loss: 0.0311531 | Time: 1639.63 ms [2022-01-13 10:18:47 main:574] : INFO : Epoch 1652 | loss: 0.0311559 | val_loss: 0.0311629 | Time: 1575.47 ms [2022-01-13 10:18:48 main:574] : INFO : Epoch 1653 | loss: 0.0311549 | val_loss: 0.0311514 | Time: 1563.26 ms [2022-01-13 10:18:50 main:574] : INFO : Epoch 1654 | loss: 0.0311559 | val_loss: 0.031156 | Time: 1600.28 ms [2022-01-13 10:18:52 main:574] : INFO : Epoch 1655 | loss: 0.031157 | val_loss: 0.0311528 | Time: 1591.59 ms [2022-01-13 10:18:53 main:574] : INFO : Epoch 1656 | loss: 0.0311607 | val_loss: 0.0311522 | Time: 1607.85 ms [2022-01-13 10:18:55 main:574] : INFO : Epoch 1657 | loss: 0.031153 | val_loss: 0.0311512 | Time: 1567.53 ms [2022-01-13 10:18:56 main:574] : INFO : Epoch 1658 | loss: 0.0311513 | val_loss: 0.031154 | Time: 1619.43 ms [2022-01-13 10:18:58 main:574] : INFO : Epoch 1659 | loss: 0.031154 | val_loss: 0.0311502 | Time: 1585.4 ms [2022-01-13 10:19:00 main:574] : INFO : Epoch 1660 | loss: 0.0311557 | val_loss: 0.0311647 | Time: 1611.81 ms [2022-01-13 10:19:01 main:574] : INFO : Epoch 1661 | loss: 0.0311531 | val_loss: 0.031151 | Time: 1542.93 ms [2022-01-13 10:19:03 main:574] : INFO : Epoch 1662 | loss: 0.0311559 | val_loss: 0.0311513 | Time: 1589.61 ms [2022-01-13 10:19:04 main:574] : INFO : Epoch 1663 | loss: 0.0311539 | val_loss: 0.0311516 | Time: 1605.28 ms [2022-01-13 10:19:06 main:574] : INFO : Epoch 1664 | loss: 0.0311517 | val_loss: 0.0311518 | Time: 1563.99 ms [2022-01-13 10:19:08 main:574] : INFO : Epoch 1665 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 1584.31 ms [2022-01-13 10:19:09 main:574] : INFO : Epoch 1666 | loss: 0.0311534 | val_loss: 0.0311518 | Time: 1590.36 ms [2022-01-13 10:19:11 main:574] : INFO : Epoch 1667 | loss: 0.0311508 | val_loss: 0.0311507 | Time: 1524.37 ms [2022-01-13 10:19:12 main:574] : INFO : Epoch 1668 | loss: 0.031149 | val_loss: 0.0311508 | Time: 1552.5 ms [2022-01-13 10:19:14 main:574] : INFO : Epoch 1669 | loss: 0.031152 | val_loss: 0.0311504 | Time: 1592.81 ms [2022-01-13 10:19:15 main:574] : INFO : Epoch 1670 | loss: 0.0311493 | val_loss: 0.0311493 | Time: 1597.77 ms [2022-01-13 10:19:17 main:574] : INFO : Epoch 1671 | loss: 0.031151 | val_loss: 0.0311535 | Time: 1596.03 ms [2022-01-13 10:19:19 main:574] : INFO : Epoch 1672 | loss: 0.0311556 | val_loss: 0.0311541 | Time: 1594.84 ms [2022-01-13 10:19:20 main:574] : INFO : Epoch 1673 | loss: 0.0311516 | val_loss: 0.0311488 | Time: 1625.82 ms [2022-01-13 10:19:22 main:574] : INFO : Epoch 1674 | loss: 0.0311485 | val_loss: 0.0311516 | Time: 1545.98 ms [2022-01-13 10:19:23 main:574] : INFO : Epoch 1675 | loss: 0.0311501 | val_loss: 0.0311517 | Time: 1596.83 ms [2022-01-13 10:19:25 main:574] : INFO : Epoch 1676 | loss: 0.0311519 | val_loss: 0.0311533 | Time: 1606.14 ms [2022-01-13 10:19:27 main:574] : INFO : Epoch 1677 | loss: 0.0311501 | val_loss: 0.0311521 | Time: 1607.78 ms [2022-01-13 10:19:28 main:574] : INFO : Epoch 1678 | loss: 0.0311482 | val_loss: 0.0311502 | Time: 1615.54 ms [2022-01-13 10:19:30 main:574] : INFO : Epoch 1679 | loss: 0.0311485 | val_loss: 0.0311498 | Time: 1562.65 ms [2022-01-13 10:19:31 main:574] : INFO : Epoch 1680 | loss: 0.0311482 | val_loss: 0.0311503 | Time: 1621.58 ms [2022-01-13 10:19:33 main:574] : INFO : Epoch 1681 | loss: 0.0311534 | val_loss: 0.0311577 | Time: 1615.06 ms [2022-01-13 10:19:35 main:574] : INFO : Epoch 1682 | loss: 0.0311619 | val_loss: 0.031155 | Time: 1588.14 ms [2022-01-13 10:19:36 main:574] : INFO : Epoch 1683 | loss: 0.0311527 | val_loss: 0.0311494 | Time: 1623.93 ms [2022-01-13 10:19:38 main:574] : INFO : Epoch 1684 | loss: 0.0311473 | val_loss: 0.0311508 | Time: 1577.62 ms [2022-01-13 10:19:39 main:574] : INFO : Epoch 1685 | loss: 0.0311492 | val_loss: 0.0311473 | Time: 1597.37 ms [2022-01-13 10:19:41 main:574] : INFO : Epoch 1686 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 1609.09 ms [2022-01-13 10:19:43 main:574] : INFO : Epoch 1687 | loss: 0.0311502 | val_loss: 0.0311467 | Time: 1635.37 ms [2022-01-13 10:19:44 main:574] : INFO : Epoch 1688 | loss: 0.0311583 | val_loss: 0.0311548 | Time: 1605.98 ms [2022-01-13 10:19:46 main:574] : INFO : Epoch 1689 | loss: 0.0311486 | val_loss: 0.0311564 | Time: 1617.8 ms [2022-01-13 10:19:47 main:574] : INFO : Epoch 1690 | loss: 0.0311475 | val_loss: 0.0311533 | Time: 1604.71 ms [2022-01-13 10:19:49 main:574] : INFO : Epoch 1691 | loss: 0.0311454 | val_loss: 0.0311478 | Time: 1605.69 ms [2022-01-13 10:19:51 main:574] : INFO : Epoch 1692 | loss: 0.0311443 | val_loss: 0.031147 | Time: 1617.86 ms [2022-01-13 10:19:52 main:574] : INFO : Epoch 1693 | loss: 0.0311449 | val_loss: 0.0311476 | Time: 1581.27 ms [2022-01-13 10:19:54 main:574] : INFO : Epoch 1694 | loss: 0.0311462 | val_loss: 0.0311582 | Time: 1565.54 ms [2022-01-13 10:19:55 main:574] : INFO : Epoch 1695 | loss: 0.0311475 | val_loss: 0.0311475 | Time: 1620.06 ms [2022-01-13 10:19:57 main:574] : INFO : Epoch 1696 | loss: 0.0311438 | val_loss: 0.0311481 | Time: 1594.16 ms [2022-01-13 10:19:59 main:574] : INFO : Epoch 1697 | loss: 0.0311488 | val_loss: 0.0311529 | Time: 1586.62 ms [2022-01-13 10:20:00 main:574] : INFO : Epoch 1698 | loss: 0.0311547 | val_loss: 0.0311501 | Time: 1579.39 ms [2022-01-13 10:20:02 main:574] : INFO : Epoch 1699 | loss: 0.0311486 | val_loss: 0.031156 | Time: 1603.83 ms [2022-01-13 10:20:03 main:574] : INFO : Epoch 1700 | loss: 0.0311473 | val_loss: 0.0311473 | Time: 1615.61 ms [2022-01-13 10:20:05 main:574] : INFO : Epoch 1701 | loss: 0.031145 | val_loss: 0.0311466 | Time: 1614.46 ms [2022-01-13 10:20:07 main:574] : INFO : Epoch 1702 | loss: 0.0311462 | val_loss: 0.0311474 | Time: 1583 ms [2022-01-13 10:20:08 main:574] : INFO : Epoch 1703 | loss: 0.0311469 | val_loss: 0.0311557 | Time: 1597.22 ms [2022-01-13 10:20:10 main:574] : INFO : Epoch 1704 | loss: 0.0311482 | val_loss: 0.0311483 | Time: 1610.28 ms [2022-01-13 10:20:11 main:574] : INFO : Epoch 1705 | loss: 0.0311435 | val_loss: 0.0311473 | Time: 1611.18 ms [2022-01-13 10:20:13 main:574] : INFO : Epoch 1706 | loss: 0.0311457 | val_loss: 0.0311496 | Time: 1569.25 ms [2022-01-13 10:20:15 main:574] : INFO : Epoch 1707 | loss: 0.0311425 | val_loss: 0.0311459 | Time: 1614 ms [2022-01-13 10:20:16 main:574] : INFO : Epoch 1708 | loss: 0.0311444 | val_loss: 0.0311486 | Time: 1575.21 ms [2022-01-13 10:20:18 main:574] : INFO : Epoch 1709 | loss: 0.0311456 | val_loss: 0.0311529 | Time: 1633.14 ms [2022-01-13 10:20:20 main:574] : INFO : Epoch 1710 | loss: 0.0311446 | val_loss: 0.0311476 | Time: 1604.05 ms [2022-01-13 10:20:21 main:574] : INFO : Epoch 1711 | loss: 0.031141 | val_loss: 0.0311457 | Time: 1624.04 ms [2022-01-13 10:20:23 main:574] : INFO : Epoch 1712 | loss: 0.0311459 | val_loss: 0.0311455 | Time: 1555.01 ms [2022-01-13 10:20:24 main:574] : INFO : Epoch 1713 | loss: 0.0311429 | val_loss: 0.0311486 | Time: 1599.66 ms [2022-01-13 10:20:26 main:574] : INFO : Epoch 1714 | loss: 0.0311412 | val_loss: 0.0311492 | Time: 1581.65 ms [2022-01-13 10:20:27 main:574] : INFO : Epoch 1715 | loss: 0.0311413 | val_loss: 0.0311452 | Time: 1563.7 ms [2022-01-13 10:20:29 main:574] : INFO : Epoch 1716 | loss: 0.0311456 | val_loss: 0.0311484 | Time: 1604.02 ms [2022-01-13 10:20:31 main:574] : INFO : Epoch 1717 | loss: 0.031141 | val_loss: 0.0311444 | Time: 1623.87 ms [2022-01-13 10:20:32 main:574] : INFO : Epoch 1718 | loss: 0.0311391 | val_loss: 0.0311476 | Time: 1573.55 ms [2022-01-13 10:20:34 main:574] : INFO : Epoch 1719 | loss: 0.0311434 | val_loss: 0.0311453 | Time: 1598.32 ms [2022-01-13 10:20:35 main:574] : INFO : Epoch 1720 | loss: 0.0311435 | val_loss: 0.0311489 | Time: 1626.24 ms [2022-01-13 10:20:37 main:574] : INFO : Epoch 1721 | loss: 0.0311429 | val_loss: 0.0311482 | Time: 1580.07 ms [2022-01-13 10:20:39 main:574] : INFO : Epoch 1722 | loss: 0.0311435 | val_loss: 0.0311462 | Time: 1612.53 ms [2022-01-13 10:20:40 main:574] : INFO : Epoch 1723 | loss: 0.031141 | val_loss: 0.0311575 | Time: 1597.79 ms [2022-01-13 10:20:42 main:574] : INFO : Epoch 1724 | loss: 0.0311426 | val_loss: 0.0311455 | Time: 1587.93 ms [2022-01-13 10:20:43 main:574] : INFO : Epoch 1725 | loss: 0.0311476 | val_loss: 0.0311521 | Time: 1600.01 ms [2022-01-13 10:20:45 main:574] : INFO : Epoch 1726 | loss: 0.0311408 | val_loss: 0.0311451 | Time: 1593.67 ms [2022-01-13 10:20:47 main:574] : INFO : Epoch 1727 | loss: 0.0311367 | val_loss: 0.0311465 | Time: 1566.22 ms [2022-01-13 10:20:48 main:574] : INFO : Epoch 1728 | loss: 0.0311402 | val_loss: 0.031149 | Time: 1602.91 ms [2022-01-13 10:20:50 main:574] : INFO : Epoch 1729 | loss: 0.0311386 | val_loss: 0.0311464 | Time: 1570.99 ms [2022-01-13 10:20:51 main:574] : INFO : Epoch 1730 | loss: 0.0311405 | val_loss: 0.0311462 | Time: 1572.57 ms [2022-01-13 10:20:53 main:574] : INFO : Epoch 1731 | loss: 0.0311366 | val_loss: 0.0311461 | Time: 1617.57 ms [2022-01-13 10:20:55 main:574] : INFO : Epoch 1732 | loss: 0.0311367 | val_loss: 0.0311443 | Time: 1612.42 ms [2022-01-13 10:20:56 main:574] : INFO : Epoch 1733 | loss: 0.031137 | val_loss: 0.0311454 | Time: 1592.56 ms [2022-01-13 10:20:58 main:574] : INFO : Epoch 1734 | loss: 0.0311394 | val_loss: 0.0311499 | Time: 1597.03 ms [2022-01-13 10:20:59 main:574] : INFO : Epoch 1735 | loss: 0.0311356 | val_loss: 0.031145 | Time: 1617.03 ms [2022-01-13 10:21:01 main:574] : INFO : Epoch 1736 | loss: 0.0311423 | val_loss: 0.0311531 | Time: 1607.71 ms [2022-01-13 10:21:03 main:574] : INFO : Epoch 1737 | loss: 0.03115 | val_loss: 0.0311593 | Time: 1600.08 ms [2022-01-13 10:21:04 main:574] : INFO : Epoch 1738 | loss: 0.0311414 | val_loss: 0.0311527 | Time: 1579.34 ms [2022-01-13 10:21:06 main:574] : INFO : Epoch 1739 | loss: 0.0311391 | val_loss: 0.0311462 | Time: 1603.33 ms [2022-01-13 10:21:07 main:574] : INFO : Epoch 1740 | loss: 0.0311383 | val_loss: 0.0311447 | Time: 1578.01 ms [2022-01-13 10:21:09 main:574] : INFO : Epoch 1741 | loss: 0.031142 | val_loss: 0.0311487 | Time: 1645.7 ms [2022-01-13 10:21:11 main:574] : INFO : Epoch 1742 | loss: 0.0311366 | val_loss: 0.0311464 | Time: 1625.52 ms [2022-01-13 10:21:12 main:574] : INFO : Epoch 1743 | loss: 0.0311352 | val_loss: 0.0311443 | Time: 1615.92 ms [2022-01-13 10:21:14 main:574] : INFO : Epoch 1744 | loss: 0.0311391 | val_loss: 0.0311467 | Time: 1588.61 ms [2022-01-13 10:21:16 main:574] : INFO : Epoch 1745 | loss: 0.0311377 | val_loss: 0.0311451 | Time: 1624.26 ms [2022-01-13 10:21:17 main:574] : INFO : Epoch 1746 | loss: 0.0311404 | val_loss: 0.0311616 | Time: 1564.6 ms [2022-01-13 10:21:19 main:574] : INFO : Epoch 1747 | loss: 0.0311387 | val_loss: 0.0311473 | Time: 1605.56 ms [2022-01-13 10:21:20 main:574] : INFO : Epoch 1748 | loss: 0.0311357 | val_loss: 0.0311476 | Time: 1568.1 ms [2022-01-13 10:21:22 main:574] : INFO : Epoch 1749 | loss: 0.031134 | val_loss: 0.0311436 | Time: 1628.26 ms [2022-01-13 10:21:24 main:574] : INFO : Epoch 1750 | loss: 0.0311356 | val_loss: 0.0311487 | Time: 1613.27 ms [2022-01-13 10:21:25 main:574] : INFO : Epoch 1751 | loss: 0.0311359 | val_loss: 0.0311436 | Time: 1586.45 ms [2022-01-13 10:21:27 main:574] : INFO : Epoch 1752 | loss: 0.0311335 | val_loss: 0.031149 | Time: 1640.28 ms [2022-01-13 10:21:28 main:574] : INFO : Epoch 1753 | loss: 0.0311361 | val_loss: 0.031149 | Time: 1606.45 ms [2022-01-13 10:21:30 main:574] : INFO : Epoch 1754 | loss: 0.0311366 | val_loss: 0.0311543 | Time: 1590.55 ms [2022-01-13 10:21:32 main:574] : INFO : Epoch 1755 | loss: 0.0311434 | val_loss: 0.0311539 | Time: 1615.29 ms [2022-01-13 10:21:33 main:574] : INFO : Epoch 1756 | loss: 0.0311465 | val_loss: 0.031163 | Time: 1582.99 ms [2022-01-13 10:21:35 main:574] : INFO : Epoch 1757 | loss: 0.0311414 | val_loss: 0.0311499 | Time: 1581.06 ms [2022-01-13 10:21:36 main:574] : INFO : Epoch 1758 | loss: 0.0311348 | val_loss: 0.0311508 | Time: 1569.03 ms [2022-01-13 10:21:38 main:574] : INFO : Epoch 1759 | loss: 0.0311318 | val_loss: 0.0311435 | Time: 1622.11 ms [2022-01-13 10:21:40 main:574] : INFO : Epoch 1760 | loss: 0.0311354 | val_loss: 0.0311561 | Time: 1589.02 ms [2022-01-13 10:21:41 main:574] : INFO : Epoch 1761 | loss: 0.0311358 | val_loss: 0.0311474 | Time: 1583.38 ms [2022-01-13 10:21:43 main:574] : INFO : Epoch 1762 | loss: 0.0311333 | val_loss: 0.0311448 | Time: 1625.19 ms [2022-01-13 10:21:44 main:574] : INFO : Epoch 1763 | loss: 0.0311333 | val_loss: 0.0311502 | Time: 1630.78 ms [2022-01-13 10:21:46 main:574] : INFO : Epoch 1764 | loss: 0.0311346 | val_loss: 0.0311495 | Time: 1633.46 ms [2022-01-13 10:21:48 main:574] : INFO : Epoch 1765 | loss: 0.0311338 | val_loss: 0.0311526 | Time: 1564.34 ms [2022-01-13 10:21:49 main:574] : INFO : Epoch 1766 | loss: 0.0311391 | val_loss: 0.0311463 | Time: 1612.37 ms [2022-01-13 10:21:51 main:574] : INFO : Epoch 1767 | loss: 0.0311347 | val_loss: 0.031158 | Time: 1606.73 ms [2022-01-13 10:21:52 main:574] : INFO : Epoch 1768 | loss: 0.0311363 | val_loss: 0.0311448 | Time: 1598.17 ms [2022-01-13 10:21:54 main:574] : INFO : Epoch 1769 | loss: 0.0311325 | val_loss: 0.0311456 | Time: 1597.99 ms [2022-01-13 10:21:56 main:574] : INFO : Epoch 1770 | loss: 0.0311329 | val_loss: 0.0311476 | Time: 1598.57 ms [2022-01-13 10:21:57 main:574] : INFO : Epoch 1771 | loss: 0.0311297 | val_loss: 0.0311475 | Time: 1567.9 ms [2022-01-13 10:21:59 main:574] : INFO : Epoch 1772 | loss: 0.0311306 | val_loss: 0.0311408 | Time: 1583.96 ms [2022-01-13 10:22:00 main:574] : INFO : Epoch 1773 | loss: 0.0311296 | val_loss: 0.0311441 | Time: 1589.01 ms [2022-01-13 10:22:02 main:574] : INFO : Epoch 1774 | loss: 0.0311295 | val_loss: 0.0311463 | Time: 1547.66 ms [2022-01-13 10:22:03 main:574] : INFO : Epoch 1775 | loss: 0.0311352 | val_loss: 0.0311461 | Time: 1561.73 ms [2022-01-13 10:22:05 main:574] : INFO : Epoch 1776 | loss: 0.0311336 | val_loss: 0.0311436 | Time: 1559.98 ms [2022-01-13 10:22:07 main:574] : INFO : Epoch 1777 | loss: 0.0311326 | val_loss: 0.0311437 | Time: 1543.81 ms [2022-01-13 10:22:08 main:574] : INFO : Epoch 1778 | loss: 0.031131 | val_loss: 0.0311445 | Time: 1586.53 ms [2022-01-13 10:22:10 main:574] : INFO : Epoch 1779 | loss: 0.0311317 | val_loss: 0.0311539 | Time: 1604.86 ms [2022-01-13 10:22:11 main:574] : INFO : Epoch 1780 | loss: 0.0311377 | val_loss: 0.031151 | Time: 1582.38 ms [2022-01-13 10:22:13 main:574] : INFO : Epoch 1781 | loss: 0.0311295 | val_loss: 0.0311451 | Time: 1577.4 ms [2022-01-13 10:22:14 main:574] : INFO : Epoch 1782 | loss: 0.0311301 | val_loss: 0.0311454 | Time: 1552.02 ms [2022-01-13 10:22:16 main:574] : INFO : Epoch 1783 | loss: 0.0311283 | val_loss: 0.0311441 | Time: 1599.83 ms [2022-01-13 10:22:18 main:574] : INFO : Epoch 1784 | loss: 0.0311339 | val_loss: 0.0311468 | Time: 1597.63 ms [2022-01-13 10:22:19 main:574] : INFO : Epoch 1785 | loss: 0.0311271 | val_loss: 0.0311494 | Time: 1610.09 ms [2022-01-13 10:22:21 main:574] : INFO : Epoch 1786 | loss: 0.0311317 | val_loss: 0.0311469 | Time: 1612.59 ms [2022-01-13 10:22:23 main:574] : INFO : Epoch 1787 | loss: 0.0311256 | val_loss: 0.0311462 | Time: 1598.62 ms [2022-01-13 10:22:24 main:574] : INFO : Epoch 1788 | loss: 0.0311254 | val_loss: 0.0311483 | Time: 1574 ms [2022-01-13 10:22:26 main:574] : INFO : Epoch 1789 | loss: 0.0311285 | val_loss: 0.0311458 | Time: 1619.67 ms [2022-01-13 10:22:27 main:574] : INFO : Epoch 1790 | loss: 0.0311255 | val_loss: 0.0311446 | Time: 1558.15 ms [2022-01-13 10:22:29 main:574] : INFO : Epoch 1791 | loss: 0.0311262 | val_loss: 0.031143 | Time: 1596.85 ms [2022-01-13 10:22:30 main:574] : INFO : Epoch 1792 | loss: 0.0311272 | val_loss: 0.0311455 | Time: 1574 ms [2022-01-13 10:22:32 main:574] : INFO : Epoch 1793 | loss: 0.0311308 | val_loss: 0.0311465 | Time: 1630.77 ms [2022-01-13 10:22:34 main:574] : INFO : Epoch 1794 | loss: 0.0311298 | val_loss: 0.0311632 | Time: 1603.82 ms [2022-01-13 10:22:35 main:574] : INFO : Epoch 1795 | loss: 0.031131 | val_loss: 0.0311449 | Time: 1582.75 ms [2022-01-13 10:22:37 main:574] : INFO : Epoch 1796 | loss: 0.0311255 | val_loss: 0.0311458 | Time: 1613.44 ms [2022-01-13 10:22:39 main:574] : INFO : Epoch 1797 | loss: 0.0311265 | val_loss: 0.0311491 | Time: 1630.86 ms [2022-01-13 10:22:40 main:574] : INFO : Epoch 1798 | loss: 0.0311278 | val_loss: 0.0311485 | Time: 1679.73 ms [2022-01-13 10:22:42 main:574] : INFO : Epoch 1799 | loss: 0.0311249 | val_loss: 0.031148 | Time: 1633.46 ms [2022-01-13 10:22:43 main:574] : INFO : Epoch 1800 | loss: 0.0311257 | val_loss: 0.0311549 | Time: 1603.08 ms [2022-01-13 10:22:45 main:574] : INFO : Epoch 1801 | loss: 0.0311304 | val_loss: 0.0311489 | Time: 1594.3 ms [2022-01-13 10:22:47 main:574] : INFO : Epoch 1802 | loss: 0.0311229 | val_loss: 0.0311477 | Time: 1591.51 ms [2022-01-13 10:22:48 main:574] : INFO : Epoch 1803 | loss: 0.0311276 | val_loss: 0.0311469 | Time: 1544.54 ms [2022-01-13 10:22:50 main:574] : INFO : Epoch 1804 | loss: 0.0311247 | val_loss: 0.031149 | Time: 1562.63 ms [2022-01-13 10:22:51 main:574] : INFO : Epoch 1805 | loss: 0.0311243 | val_loss: 0.0311477 | Time: 1585.5 ms [2022-01-13 10:22:53 main:574] : INFO : Epoch 1806 | loss: 0.031124 | val_loss: 0.0311504 | Time: 1584.43 ms [2022-01-13 10:22:55 main:574] : INFO : Epoch 1807 | loss: 0.0311225 | val_loss: 0.0311466 | Time: 1606.1 ms [2022-01-13 10:22:56 main:574] : INFO : Epoch 1808 | loss: 0.0311214 | val_loss: 0.0311473 | Time: 1585.18 ms [2022-01-13 10:22:58 main:574] : INFO : Epoch 1809 | loss: 0.0311223 | val_loss: 0.0311489 | Time: 1586.01 ms [2022-01-13 10:22:59 main:574] : INFO : Epoch 1810 | loss: 0.0311281 | val_loss: 0.0311674 | Time: 1539.14 ms [2022-01-13 10:23:01 main:574] : INFO : Epoch 1811 | loss: 0.0311314 | val_loss: 0.0311488 | Time: 1604.47 ms [2022-01-13 10:23:02 main:574] : INFO : Epoch 1812 | loss: 0.0311265 | val_loss: 0.0311466 | Time: 1618.27 ms [2022-01-13 10:23:04 main:574] : INFO : Epoch 1813 | loss: 0.0311257 | val_loss: 0.0311472 | Time: 1598.07 ms [2022-01-13 10:23:06 main:574] : INFO : Epoch 1814 | loss: 0.0311256 | val_loss: 0.0311598 | Time: 1607.62 ms [2022-01-13 10:23:07 main:574] : INFO : Epoch 1815 | loss: 0.0311258 | val_loss: 0.0311462 | Time: 1575.06 ms [2022-01-13 10:23:09 main:574] : INFO : Epoch 1816 | loss: 0.0311228 | val_loss: 0.0311509 | Time: 1572.31 ms [2022-01-13 10:23:10 main:574] : INFO : Epoch 1817 | loss: 0.0311218 | val_loss: 0.0311468 | Time: 1631.46 ms [2022-01-13 10:23:12 main:574] : INFO : Epoch 1818 | loss: 0.0311242 | val_loss: 0.0311501 | Time: 1637.37 ms [2022-01-13 10:23:14 main:574] : INFO : Epoch 1819 | loss: 0.0311264 | val_loss: 0.0311507 | Time: 1593.85 ms [2022-01-13 10:23:15 main:574] : INFO : Epoch 1820 | loss: 0.0311231 | val_loss: 0.0311455 | Time: 1592.44 ms [2022-01-13 10:23:17 main:574] : INFO : Epoch 1821 | loss: 0.0311214 | val_loss: 0.0311526 | Time: 1583.09 ms [2022-01-13 10:23:18 main:574] : INFO : Epoch 1822 | loss: 0.0311257 | val_loss: 0.0311472 | Time: 1561.46 ms [2022-01-13 10:23:20 main:574] : INFO : Epoch 1823 | loss: 0.031123 | val_loss: 0.0311504 | Time: 1610.76 ms [2022-01-13 10:23:22 main:574] : INFO : Epoch 1824 | loss: 0.0311271 | val_loss: 0.0311474 | Time: 1585 ms [2022-01-13 10:23:23 main:574] : INFO : Epoch 1825 | loss: 0.0311221 | val_loss: 0.0311444 | Time: 1606.02 ms [2022-01-13 10:23:25 main:574] : INFO : Epoch 1826 | loss: 0.0311217 | val_loss: 0.0311486 | Time: 1625.28 ms [2022-01-13 10:23:26 main:574] : INFO : Epoch 1827 | loss: 0.031125 | val_loss: 0.0311446 | Time: 1580.66 ms [2022-01-13 10:23:28 main:574] : INFO : Epoch 1828 | loss: 0.031128 | val_loss: 0.0311492 | Time: 1591.44 ms [2022-01-13 10:23:30 main:574] : INFO : Epoch 1829 | loss: 0.0311272 | val_loss: 0.0311601 | Time: 1585.06 ms [2022-01-13 10:23:31 main:574] : INFO : Epoch 1830 | loss: 0.0311219 | val_loss: 0.0311452 | Time: 1575.39 ms [2022-01-13 10:23:33 main:574] : INFO : Epoch 1831 | loss: 0.0311251 | val_loss: 0.0311487 | Time: 1553.95 ms [2022-01-13 10:23:34 main:574] : INFO : Epoch 1832 | loss: 0.0311225 | val_loss: 0.0311502 | Time: 1630.09 ms [2022-01-13 10:23:36 main:574] : INFO : Epoch 1833 | loss: 0.0311188 | val_loss: 0.0311544 | Time: 1551.82 ms [2022-01-13 10:23:38 main:574] : INFO : Epoch 1834 | loss: 0.0311186 | val_loss: 0.0311477 | Time: 1595.74 ms [2022-01-13 10:23:39 main:574] : INFO : Epoch 1835 | loss: 0.0311258 | val_loss: 0.0311526 | Time: 1594.71 ms [2022-01-13 10:23:41 main:574] : INFO : Epoch 1836 | loss: 0.0311266 | val_loss: 0.0311532 | Time: 1582.29 ms [2022-01-13 10:23:42 main:574] : INFO : Epoch 1837 | loss: 0.0311193 | val_loss: 0.0311466 | Time: 1584.24 ms [2022-01-13 10:23:44 main:574] : INFO : Epoch 1838 | loss: 0.0311212 | val_loss: 0.0311579 | Time: 1540.95 ms [2022-01-13 10:23:45 main:574] : INFO : Epoch 1839 | loss: 0.0311195 | val_loss: 0.031146 | Time: 1594.79 ms [2022-01-13 10:23:47 main:574] : INFO : Epoch 1840 | loss: 0.031127 | val_loss: 0.031158 | Time: 1553.91 ms [2022-01-13 10:23:49 main:574] : INFO : Epoch 1841 | loss: 0.0311226 | val_loss: 0.0311492 | Time: 1584.89 ms [2022-01-13 10:23:50 main:574] : INFO : Epoch 1842 | loss: 0.0311191 | val_loss: 0.0311595 | Time: 1588 ms [2022-01-13 10:23:52 main:574] : INFO : Epoch 1843 | loss: 0.0311279 | val_loss: 0.0311579 | Time: 1598.34 ms [2022-01-13 10:23:53 main:574] : INFO : Epoch 1844 | loss: 0.0311191 | val_loss: 0.0311476 | Time: 1626.24 ms [2022-01-13 10:23:55 main:574] : INFO : Epoch 1845 | loss: 0.0311188 | val_loss: 0.0311478 | Time: 1624.38 ms [2022-01-13 10:23:57 main:574] : INFO : Epoch 1846 | loss: 0.0311183 | val_loss: 0.0311493 | Time: 1596.4 ms [2022-01-13 10:23:58 main:574] : INFO : Epoch 1847 | loss: 0.0311213 | val_loss: 0.0311468 | Time: 1576.06 ms [2022-01-13 10:24:00 main:574] : INFO : Epoch 1848 | loss: 0.0311195 | val_loss: 0.0311588 | Time: 1544.93 ms [2022-01-13 10:24:01 main:574] : INFO : Epoch 1849 | loss: 0.0311248 | val_loss: 0.0311574 | Time: 1585.25 ms [2022-01-13 10:24:03 main:574] : INFO : Epoch 1850 | loss: 0.0311223 | val_loss: 0.0311476 | Time: 1574.74 ms [2022-01-13 10:24:05 main:574] : INFO : Epoch 1851 | loss: 0.0311198 | val_loss: 0.0311443 | Time: 1581.38 ms [2022-01-13 10:24:06 main:574] : INFO : Epoch 1852 | loss: 0.0311198 | val_loss: 0.0311483 | Time: 1629.03 ms [2022-01-13 10:24:08 main:574] : INFO : Epoch 1853 | loss: 0.0311175 | val_loss: 0.0311449 | Time: 1625.3 ms [2022-01-13 10:24:09 main:574] : INFO : Epoch 1854 | loss: 0.031116 | val_loss: 0.0311441 | Time: 1622.69 ms [2022-01-13 10:24:11 main:574] : INFO : Epoch 1855 | loss: 0.0311153 | val_loss: 0.031147 | Time: 1607.05 ms [2022-01-13 10:24:13 main:574] : INFO : Epoch 1856 | loss: 0.0311191 | val_loss: 0.0311568 | Time: 1571.73 ms [2022-01-13 10:24:14 main:574] : INFO : Epoch 1857 | loss: 0.0311181 | val_loss: 0.0311495 | Time: 1579.85 ms [2022-01-13 10:24:16 main:574] : INFO : Epoch 1858 | loss: 0.0311172 | val_loss: 0.0311447 | Time: 1611.37 ms [2022-01-13 10:24:17 main:574] : INFO : Epoch 1859 | loss: 0.0311187 | val_loss: 0.0311504 | Time: 1643.08 ms [2022-01-13 10:24:19 main:574] : INFO : Epoch 1860 | loss: 0.0311167 | val_loss: 0.0311464 | Time: 1602.6 ms [2022-01-13 10:24:21 main:574] : INFO : Epoch 1861 | loss: 0.0311167 | val_loss: 0.0311426 | Time: 1620.44 ms [2022-01-13 10:24:22 main:574] : INFO : Epoch 1862 | loss: 0.0311138 | val_loss: 0.0311441 | Time: 1614.03 ms [2022-01-13 10:24:24 main:574] : INFO : Epoch 1863 | loss: 0.0311136 | val_loss: 0.0311441 | Time: 1594.5 ms [2022-01-13 10:24:26 main:574] : INFO : Epoch 1864 | loss: 0.0311153 | val_loss: 0.0311513 | Time: 1590.22 ms [2022-01-13 10:24:27 main:574] : INFO : Epoch 1865 | loss: 0.0311177 | val_loss: 0.0311477 | Time: 1622.52 ms [2022-01-13 10:24:29 main:574] : INFO : Epoch 1866 | loss: 0.0311196 | val_loss: 0.0311437 | Time: 1575.98 ms [2022-01-13 10:24:30 main:574] : INFO : Epoch 1867 | loss: 0.0311175 | val_loss: 0.0311482 | Time: 1549.91 ms [2022-01-13 10:24:32 main:574] : INFO : Epoch 1868 | loss: 0.0311151 | val_loss: 0.0311478 | Time: 1600.69 ms [2022-01-13 10:24:33 main:574] : INFO : Epoch 1869 | loss: 0.031115 | val_loss: 0.0311437 | Time: 1590.58 ms [2022-01-13 10:24:35 main:574] : INFO : Epoch 1870 | loss: 0.0311125 | val_loss: 0.0311495 | Time: 1599.08 ms [2022-01-13 10:24:37 main:574] : INFO : Epoch 1871 | loss: 0.0311137 | val_loss: 0.0311499 | Time: 1541.29 ms [2022-01-13 10:24:38 main:574] : INFO : Epoch 1872 | loss: 0.0311197 | val_loss: 0.031178 | Time: 1571.97 ms [2022-01-13 10:24:40 main:574] : INFO : Epoch 1873 | loss: 0.0311209 | val_loss: 0.0311518 | Time: 1565.87 ms [2022-01-13 10:24:41 main:574] : INFO : Epoch 1874 | loss: 0.0311183 | val_loss: 0.0311542 | Time: 1552.6 ms [2022-01-13 10:24:43 main:574] : INFO : Epoch 1875 | loss: 0.0311186 | val_loss: 0.031147 | Time: 1601.5 ms [2022-01-13 10:24:45 main:574] : INFO : Epoch 1876 | loss: 0.0311135 | val_loss: 0.0311469 | Time: 1605.96 ms [2022-01-13 10:24:46 main:574] : INFO : Epoch 1877 | loss: 0.0311161 | val_loss: 0.0311445 | Time: 1609.07 ms [2022-01-13 10:24:48 main:574] : INFO : Epoch 1878 | loss: 0.0311156 | val_loss: 0.0311431 | Time: 1632.33 ms [2022-01-13 10:24:49 main:574] : INFO : Epoch 1879 | loss: 0.0311133 | val_loss: 0.0311477 | Time: 1613.39 ms [2022-01-13 10:24:51 main:574] : INFO : Epoch 1880 | loss: 0.0311197 | val_loss: 0.0311443 | Time: 1601.69 ms [2022-01-13 10:24:53 main:574] : INFO : Epoch 1881 | loss: 0.0311205 | val_loss: 0.0311455 | Time: 1565.21 ms [2022-01-13 10:24:54 main:574] : INFO : Epoch 1882 | loss: 0.0311177 | val_loss: 0.031151 | Time: 1635.88 ms [2022-01-13 10:24:56 main:574] : INFO : Epoch 1883 | loss: 0.0311206 | val_loss: 0.0311475 | Time: 1564.17 ms [2022-01-13 10:24:57 main:574] : INFO : Epoch 1884 | loss: 0.0311176 | val_loss: 0.0311455 | Time: 1604.35 ms [2022-01-13 10:24:59 main:574] : INFO : Epoch 1885 | loss: 0.0311142 | val_loss: 0.0311503 | Time: 1591.99 ms [2022-01-13 10:25:01 main:574] : INFO : Epoch 1886 | loss: 0.031119 | val_loss: 0.0311536 | Time: 1673.2 ms [2022-01-13 10:25:02 main:574] : INFO : Epoch 1887 | loss: 0.0311186 | val_loss: 0.0311551 | Time: 1588.15 ms [2022-01-13 10:25:04 main:574] : INFO : Epoch 1888 | loss: 0.0311357 | val_loss: 0.0311473 | Time: 1627.41 ms [2022-01-13 10:25:06 main:574] : INFO : Epoch 1889 | loss: 0.031122 | val_loss: 0.0311458 | Time: 1664.93 ms [2022-01-13 10:25:07 main:574] : INFO : Epoch 1890 | loss: 0.0311219 | val_loss: 0.0311407 | Time: 1645.89 ms [2022-01-13 10:25:09 main:574] : INFO : Epoch 1891 | loss: 0.0311246 | val_loss: 0.0311506 | Time: 1596.67 ms [2022-01-13 10:25:10 main:574] : INFO : Epoch 1892 | loss: 0.0311164 | val_loss: 0.0311457 | Time: 1568.13 ms [2022-01-13 10:25:12 main:574] : INFO : Epoch 1893 | loss: 0.0311132 | val_loss: 0.0311551 | Time: 1581.47 ms [2022-01-13 10:25:13 main:574] : INFO : Epoch 1894 | loss: 0.0311243 | val_loss: 0.031148 | Time: 1574.62 ms [2022-01-13 10:25:15 main:574] : INFO : Epoch 1895 | loss: 0.0311152 | val_loss: 0.0311448 | Time: 1601.67 ms [2022-01-13 10:25:17 main:574] : INFO : Epoch 1896 | loss: 0.0311158 | val_loss: 0.0311485 | Time: 1601.27 ms [2022-01-13 10:25:18 main:574] : INFO : Epoch 1897 | loss: 0.031111 | val_loss: 0.0311443 | Time: 1599.51 ms [2022-01-13 10:25:20 main:574] : INFO : Epoch 1898 | loss: 0.0311088 | val_loss: 0.0311466 | Time: 1606.96 ms [2022-01-13 10:25:22 main:574] : INFO : Epoch 1899 | loss: 0.0311074 | val_loss: 0.0311489 | Time: 1596.65 ms [2022-01-13 10:25:23 main:574] : INFO : Epoch 1900 | loss: 0.0311121 | val_loss: 0.0311502 | Time: 1608.56 ms [2022-01-13 10:25:25 main:574] : INFO : Epoch 1901 | loss: 0.0311135 | val_loss: 0.0311425 | Time: 1618.74 ms [2022-01-13 10:25:26 main:574] : INFO : Epoch 1902 | loss: 0.0311099 | val_loss: 0.0311474 | Time: 1585.02 ms [2022-01-13 10:25:28 main:574] : INFO : Epoch 1903 | loss: 0.031119 | val_loss: 0.0311521 | Time: 1605.68 ms [2022-01-13 10:25:30 main:574] : INFO : Epoch 1904 | loss: 0.0311188 | val_loss: 0.0311541 | Time: 1585.35 ms [2022-01-13 10:25:31 main:574] : INFO : Epoch 1905 | loss: 0.0311208 | val_loss: 0.0311469 | Time: 1617.51 ms [2022-01-13 10:25:33 main:574] : INFO : Epoch 1906 | loss: 0.0311144 | val_loss: 0.0311455 | Time: 1588.66 ms [2022-01-13 10:25:34 main:574] : INFO : Epoch 1907 | loss: 0.0311093 | val_loss: 0.0311429 | Time: 1603.81 ms [2022-01-13 10:25:36 main:574] : INFO : Epoch 1908 | loss: 0.031109 | val_loss: 0.0311463 | Time: 1598.14 ms [2022-01-13 10:25:38 main:574] : INFO : Epoch 1909 | loss: 0.0311095 | val_loss: 0.0311431 | Time: 1653.74 ms [2022-01-13 10:25:39 main:574] : INFO : Epoch 1910 | loss: 0.0311139 | val_loss: 0.0311419 | Time: 1612.85 ms [2022-01-13 10:25:41 main:574] : INFO : Epoch 1911 | loss: 0.0311114 | val_loss: 0.0311471 | Time: 1621.91 ms [2022-01-13 10:25:42 main:574] : INFO : Epoch 1912 | loss: 0.0311128 | val_loss: 0.0311561 | Time: 1610.46 ms [2022-01-13 10:25:44 main:574] : INFO : Epoch 1913 | loss: 0.0311132 | val_loss: 0.031143 | Time: 1588.45 ms [2022-01-13 10:25:46 main:574] : INFO : Epoch 1914 | loss: 0.0311125 | val_loss: 0.0311463 | Time: 1562.8 ms [2022-01-13 10:25:47 main:574] : INFO : Epoch 1915 | loss: 0.031108 | val_loss: 0.0311461 | Time: 1620.85 ms [2022-01-13 10:25:49 main:574] : INFO : Epoch 1916 | loss: 0.0311066 | val_loss: 0.0311474 | Time: 1587.99 ms [2022-01-13 10:25:50 main:574] : INFO : Epoch 1917 | loss: 0.0311061 | val_loss: 0.0311459 | Time: 1569.47 ms [2022-01-13 10:25:52 main:574] : INFO : Epoch 1918 | loss: 0.0311079 | val_loss: 0.0311438 | Time: 1596.89 ms [2022-01-13 10:25:54 main:574] : INFO : Epoch 1919 | loss: 0.0311084 | val_loss: 0.0311452 | Time: 1550.48 ms [2022-01-13 10:25:55 main:574] : INFO : Epoch 1920 | loss: 0.0311131 | val_loss: 0.03115 | Time: 1604.29 ms [2022-01-13 10:25:57 main:574] : INFO : Epoch 1921 | loss: 0.0311253 | val_loss: 0.0311479 | Time: 1570.45 ms [2022-01-13 10:25:58 main:574] : INFO : Epoch 1922 | loss: 0.0311154 | val_loss: 0.031143 | Time: 1603.33 ms [2022-01-13 10:26:00 main:574] : INFO : Epoch 1923 | loss: 0.0311125 | val_loss: 0.0311434 | Time: 1502.2 ms [2022-01-13 10:26:01 main:574] : INFO : Epoch 1924 | loss: 0.0311152 | val_loss: 0.0311416 | Time: 1569.67 ms [2022-01-13 10:26:03 main:574] : INFO : Epoch 1925 | loss: 0.0311087 | val_loss: 0.0311467 | Time: 1612.11 ms [2022-01-13 10:26:05 main:574] : INFO : Epoch 1926 | loss: 0.0311206 | val_loss: 0.0311502 | Time: 1662.2 ms [2022-01-13 10:26:06 main:574] : INFO : Epoch 1927 | loss: 0.0311201 | val_loss: 0.0311392 | Time: 1585.44 ms [2022-01-13 10:26:08 main:574] : INFO : Epoch 1928 | loss: 0.0311155 | val_loss: 0.0311454 | Time: 1615.98 ms [2022-01-13 10:26:10 main:574] : INFO : Epoch 1929 | loss: 0.031118 | val_loss: 0.0311511 | Time: 1596.58 ms [2022-01-13 10:26:11 main:574] : INFO : Epoch 1930 | loss: 0.0311165 | val_loss: 0.0311481 | Time: 1608.25 ms [2022-01-13 10:26:13 main:574] : INFO : Epoch 1931 | loss: 0.0311137 | val_loss: 0.0311457 | Time: 1580.86 ms [2022-01-13 10:26:14 main:574] : INFO : Epoch 1932 | loss: 0.031111 | val_loss: 0.0311435 | Time: 1576.59 ms [2022-01-13 10:26:16 main:574] : INFO : Epoch 1933 | loss: 0.0311065 | val_loss: 0.0311451 | Time: 1625.4 ms [2022-01-13 10:26:17 main:574] : INFO : Epoch 1934 | loss: 0.0311098 | val_loss: 0.0311497 | Time: 1592.54 ms [2022-01-13 10:26:19 main:574] : INFO : Epoch 1935 | loss: 0.0311067 | val_loss: 0.0311451 | Time: 1617.3 ms [2022-01-13 10:26:21 main:574] : INFO : Epoch 1936 | loss: 0.0311054 | val_loss: 0.0311468 | Time: 1589.44 ms [2022-01-13 10:26:22 main:574] : INFO : Epoch 1937 | loss: 0.031106 | val_loss: 0.0311496 | Time: 1584.67 ms [2022-01-13 10:26:24 main:574] : INFO : Epoch 1938 | loss: 0.0311069 | val_loss: 0.0311499 | Time: 1619.6 ms [2022-01-13 10:26:26 main:574] : INFO : Epoch 1939 | loss: 0.0311077 | val_loss: 0.0311459 | Time: 1624.38 ms [2022-01-13 10:26:27 main:574] : INFO : Epoch 1940 | loss: 0.0311089 | val_loss: 0.0311509 | Time: 1596.31 ms [2022-01-13 10:26:29 main:574] : INFO : Epoch 1941 | loss: 0.0311185 | val_loss: 0.031149 | Time: 1629.38 ms [2022-01-13 10:26:30 main:574] : INFO : Epoch 1942 | loss: 0.0311234 | val_loss: 0.0311522 | Time: 1652.8 ms [2022-01-13 10:26:32 main:574] : INFO : Epoch 1943 | loss: 0.0311171 | val_loss: 0.0311466 | Time: 1622.99 ms [2022-01-13 10:26:34 main:574] : INFO : Epoch 1944 | loss: 0.0311125 | val_loss: 0.0311469 | Time: 1607.68 ms [2022-01-13 10:26:35 main:574] : INFO : Epoch 1945 | loss: 0.0311136 | val_loss: 0.031151 | Time: 1605.37 ms [2022-01-13 10:26:37 main:574] : INFO : Epoch 1946 | loss: 0.0311099 | val_loss: 0.031144 | Time: 1588.51 ms [2022-01-13 10:26:39 main:574] : INFO : Epoch 1947 | loss: 0.0311076 | val_loss: 0.0311456 | Time: 1634.17 ms [2022-01-13 10:26:40 main:574] : INFO : Epoch 1948 | loss: 0.031109 | val_loss: 0.0311468 | Time: 1590.69 ms [2022-01-13 10:26:42 main:574] : INFO : Epoch 1949 | loss: 0.0311205 | val_loss: 0.0311646 | Time: 1591.54 ms [2022-01-13 10:26:43 main:574] : INFO : Epoch 1950 | loss: 0.0311204 | val_loss: 0.031164 | Time: 1571.66 ms [2022-01-13 10:26:45 main:574] : INFO : Epoch 1951 | loss: 0.0311111 | val_loss: 0.0311517 | Time: 1610.06 ms [2022-01-13 10:26:47 main:574] : INFO : Epoch 1952 | loss: 0.0311086 | val_loss: 0.0311479 | Time: 1622.54 ms [2022-01-13 10:26:48 main:574] : INFO : Epoch 1953 | loss: 0.0311077 | val_loss: 0.0311457 | Time: 1608.21 ms [2022-01-13 10:26:50 main:574] : INFO : Epoch 1954 | loss: 0.031111 | val_loss: 0.0311476 | Time: 1614.83 ms [2022-01-13 10:26:51 main:574] : INFO : Epoch 1955 | loss: 0.0311054 | val_loss: 0.0311449 | Time: 1588.68 ms [2022-01-13 10:26:53 main:574] : INFO : Epoch 1956 | loss: 0.0311091 | val_loss: 0.0311459 | Time: 1587.61 ms [2022-01-13 10:26:55 main:574] : INFO : Epoch 1957 | loss: 0.0311134 | val_loss: 0.0311453 | Time: 1608.05 ms [2022-01-13 10:26:56 main:574] : INFO : Epoch 1958 | loss: 0.0311137 | val_loss: 0.0311419 | Time: 1571.58 ms [2022-01-13 10:26:58 main:574] : INFO : Epoch 1959 | loss: 0.0311095 | val_loss: 0.0311474 | Time: 1568.33 ms [2022-01-13 10:26:59 main:574] : INFO : Epoch 1960 | loss: 0.0311066 | val_loss: 0.0311497 | Time: 1564.47 ms [2022-01-13 10:27:01 main:574] : INFO : Epoch 1961 | loss: 0.0311047 | val_loss: 0.0311476 | Time: 1577.51 ms [2022-01-13 10:27:02 main:574] : INFO : Epoch 1962 | loss: 0.0311043 | val_loss: 0.0311463 | Time: 1624.73 ms [2022-01-13 10:27:04 main:574] : INFO : Epoch 1963 | loss: 0.031109 | val_loss: 0.0311633 | Time: 1647.8 ms [2022-01-13 10:27:06 main:574] : INFO : Epoch 1964 | loss: 0.0311223 | val_loss: 0.0311523 | Time: 1570.93 ms [2022-01-13 10:27:07 main:574] : INFO : Epoch 1965 | loss: 0.0311056 | val_loss: 0.0311438 | Time: 1582.31 ms [2022-01-13 10:27:09 main:574] : INFO : Epoch 1966 | loss: 0.0311085 | val_loss: 0.0311422 | Time: 1644.5 ms [2022-01-13 10:27:10 main:574] : INFO : Epoch 1967 | loss: 0.031105 | val_loss: 0.031147 | Time: 1577.04 ms [2022-01-13 10:27:12 main:574] : INFO : Epoch 1968 | loss: 0.0311024 | val_loss: 0.0311442 | Time: 1599.32 ms [2022-01-13 10:27:14 main:574] : INFO : Epoch 1969 | loss: 0.0311023 | val_loss: 0.03115 | Time: 1625.4 ms [2022-01-13 10:27:15 main:574] : INFO : Epoch 1970 | loss: 0.0311049 | val_loss: 0.0311423 | Time: 1582.57 ms [2022-01-13 10:27:17 main:574] : INFO : Epoch 1971 | loss: 0.0311051 | val_loss: 0.0311463 | Time: 1559.43 ms [2022-01-13 10:27:18 main:574] : INFO : Epoch 1972 | loss: 0.0311122 | val_loss: 0.031149 | Time: 1569.94 ms [2022-01-13 10:27:20 main:574] : INFO : Epoch 1973 | loss: 0.0311046 | val_loss: 0.0311453 | Time: 1593.31 ms [2022-01-13 10:27:22 main:574] : INFO : Epoch 1974 | loss: 0.0311272 | val_loss: 0.0311489 | Time: 1617.08 ms [2022-01-13 10:27:23 main:574] : INFO : Epoch 1975 | loss: 0.031134 | val_loss: 0.031145 | Time: 1606.34 ms [2022-01-13 10:27:25 main:574] : INFO : Epoch 1976 | loss: 0.0311289 | val_loss: 0.0311435 | Time: 1577.68 ms [2022-01-13 10:27:26 main:574] : INFO : Epoch 1977 | loss: 0.0311292 | val_loss: 0.0311446 | Time: 1583.61 ms [2022-01-13 10:27:28 main:574] : INFO : Epoch 1978 | loss: 0.0311225 | val_loss: 0.0311413 | Time: 1569.03 ms [2022-01-13 10:27:30 main:574] : INFO : Epoch 1979 | loss: 0.0311211 | val_loss: 0.0311471 | Time: 1626.79 ms [2022-01-13 10:27:31 main:574] : INFO : Epoch 1980 | loss: 0.0311179 | val_loss: 0.0311346 | Time: 1596.57 ms [2022-01-13 10:27:33 main:574] : INFO : Epoch 1981 | loss: 0.0311172 | val_loss: 0.0311401 | Time: 1581.57 ms [2022-01-13 10:27:34 main:574] : INFO : Epoch 1982 | loss: 0.0311176 | val_loss: 0.031138 | Time: 1594.38 ms [2022-01-13 10:27:36 main:574] : INFO : Epoch 1983 | loss: 0.0311135 | val_loss: 0.0311369 | Time: 1593.74 ms [2022-01-13 10:27:38 main:574] : INFO : Epoch 1984 | loss: 0.0311095 | val_loss: 0.0311398 | Time: 1576.84 ms [2022-01-13 10:27:39 main:574] : INFO : Epoch 1985 | loss: 0.0311118 | val_loss: 0.0311377 | Time: 1561.57 ms [2022-01-13 10:27:41 main:574] : INFO : Epoch 1986 | loss: 0.0311098 | val_loss: 0.0311471 | Time: 1570.01 ms [2022-01-13 10:27:42 main:574] : INFO : Epoch 1987 | loss: 0.0311103 | val_loss: 0.0311418 | Time: 1607.72 ms [2022-01-13 10:27:44 main:574] : INFO : Epoch 1988 | loss: 0.0311143 | val_loss: 0.031138 | Time: 1638.35 ms [2022-01-13 10:27:46 main:574] : INFO : Epoch 1989 | loss: 0.0311189 | val_loss: 0.0311411 | Time: 1681.43 ms [2022-01-13 10:27:47 main:574] : INFO : Epoch 1990 | loss: 0.0311108 | val_loss: 0.0311507 | Time: 1604.76 ms [2022-01-13 10:27:49 main:574] : INFO : Epoch 1991 | loss: 0.0311067 | val_loss: 0.0311394 | Time: 1606.78 ms [2022-01-13 10:27:50 main:574] : INFO : Epoch 1992 | loss: 0.0311137 | val_loss: 0.0311438 | Time: 1585.78 ms [2022-01-13 10:27:52 main:574] : INFO : Epoch 1993 | loss: 0.0311098 | val_loss: 0.0311508 | Time: 1615.23 ms [2022-01-13 10:27:54 main:574] : INFO : Epoch 1994 | loss: 0.0311123 | val_loss: 0.031147 | Time: 1607.84 ms [2022-01-13 10:27:55 main:574] : INFO : Epoch 1995 | loss: 0.0311063 | val_loss: 0.0311464 | Time: 1573.48 ms [2022-01-13 10:27:57 main:574] : INFO : Epoch 1996 | loss: 0.0311106 | val_loss: 0.0311467 | Time: 1558.37 ms [2022-01-13 10:27:58 main:574] : INFO : Epoch 1997 | loss: 0.0311074 | val_loss: 0.0311388 | Time: 1579.06 ms [2022-01-13 10:28:00 main:574] : INFO : Epoch 1998 | loss: 0.0311072 | val_loss: 0.0311393 | Time: 1620.19 ms [2022-01-13 10:28:02 main:574] : INFO : Epoch 1999 | loss: 0.0311089 | val_loss: 0.0311414 | Time: 1641.01 ms [2022-01-13 10:28:03 main:574] : INFO : Epoch 2000 | loss: 0.0311102 | val_loss: 0.0311422 | Time: 1616.01 ms [2022-01-13 10:28:05 main:574] : INFO : Epoch 2001 | loss: 0.0311053 | val_loss: 0.0311392 | Time: 1597.23 ms [2022-01-13 10:28:06 main:574] : INFO : Epoch 2002 | loss: 0.0311051 | val_loss: 0.0311419 | Time: 1553.27 ms [2022-01-13 10:28:08 main:574] : INFO : Epoch 2003 | loss: 0.0311048 | val_loss: 0.0311423 | Time: 1580 ms [2022-01-13 10:28:10 main:574] : INFO : Epoch 2004 | loss: 0.0311082 | val_loss: 0.0311462 | Time: 1612.62 ms [2022-01-13 10:28:11 main:574] : INFO : Epoch 2005 | loss: 0.0311079 | val_loss: 0.0311433 | Time: 1643.71 ms [2022-01-13 10:28:13 main:574] : INFO : Epoch 2006 | loss: 0.031109 | val_loss: 0.0311411 | Time: 1585.33 ms [2022-01-13 10:28:14 main:574] : INFO : Epoch 2007 | loss: 0.0311127 | val_loss: 0.0311541 | Time: 1547.35 ms [2022-01-13 10:28:16 main:574] : INFO : Epoch 2008 | loss: 0.0311101 | val_loss: 0.0311445 | Time: 1571.08 ms [2022-01-13 10:28:18 main:574] : INFO : Epoch 2009 | loss: 0.0311109 | val_loss: 0.0311453 | Time: 1568.39 ms [2022-01-13 10:28:19 main:574] : INFO : Epoch 2010 | loss: 0.0311088 | val_loss: 0.0311365 | Time: 1622.75 ms [2022-01-13 10:28:21 main:574] : INFO : Epoch 2011 | loss: 0.0311065 | val_loss: 0.0311411 | Time: 1573.5 ms [2022-01-13 10:28:22 main:574] : INFO : Epoch 2012 | loss: 0.0311076 | val_loss: 0.0311511 | Time: 1618.36 ms [2022-01-13 10:28:24 main:574] : INFO : Epoch 2013 | loss: 0.0311119 | val_loss: 0.0311472 | Time: 1607.9 ms [2022-01-13 10:28:26 main:574] : INFO : Epoch 2014 | loss: 0.031108 | val_loss: 0.0311419 | Time: 1562.88 ms [2022-01-13 10:28:27 main:574] : INFO : Epoch 2015 | loss: 0.0311036 | val_loss: 0.0311462 | Time: 1566.72 ms [2022-01-13 10:28:29 main:574] : INFO : Epoch 2016 | loss: 0.0311115 | val_loss: 0.0311408 | Time: 1573 ms [2022-01-13 10:28:30 main:574] : INFO : Epoch 2017 | loss: 0.0311053 | val_loss: 0.0311406 | Time: 1608.13 ms [2022-01-13 10:28:32 main:574] : INFO : Epoch 2018 | loss: 0.0311106 | val_loss: 0.03114 | Time: 1574.56 ms [2022-01-13 10:28:33 main:574] : INFO : Epoch 2019 | loss: 0.0311089 | val_loss: 0.0311378 | Time: 1601.02 ms [2022-01-13 10:28:35 main:574] : INFO : Epoch 2020 | loss: 0.0311104 | val_loss: 0.0311486 | Time: 1563.29 ms [2022-01-13 10:28:37 main:574] : INFO : Epoch 2021 | loss: 0.0311109 | val_loss: 0.0311375 | Time: 1633.03 ms [2022-01-13 10:28:38 main:574] : INFO : Epoch 2022 | loss: 0.0311019 | val_loss: 0.0311359 | Time: 1617.97 ms [2022-01-13 10:28:40 main:574] : INFO : Epoch 2023 | loss: 0.0311031 | val_loss: 0.0311325 | Time: 1627.26 ms [2022-01-13 10:28:42 main:574] : INFO : Epoch 2024 | loss: 0.0311005 | val_loss: 0.0311397 | Time: 1618.9 ms [2022-01-13 10:28:43 main:574] : INFO : Epoch 2025 | loss: 0.0311015 | val_loss: 0.0311388 | Time: 1602.45 ms [2022-01-13 10:28:45 main:574] : INFO : Epoch 2026 | loss: 0.0311027 | val_loss: 0.0311368 | Time: 1562.78 ms [2022-01-13 10:28:46 main:574] : INFO : Epoch 2027 | loss: 0.0311069 | val_loss: 0.0311464 | Time: 1544.51 ms [2022-01-13 10:28:48 main:574] : INFO : Epoch 2028 | loss: 0.0311016 | val_loss: 0.03114 | Time: 1612.98 ms [2022-01-13 10:28:49 main:574] : INFO : Epoch 2029 | loss: 0.0311004 | val_loss: 0.031138 | Time: 1587.04 ms [2022-01-13 10:28:51 main:574] : INFO : Epoch 2030 | loss: 0.0311087 | val_loss: 0.0311581 | Time: 1592.86 ms [2022-01-13 10:28:53 main:574] : INFO : Epoch 2031 | loss: 0.0311027 | val_loss: 0.0311397 | Time: 1609.71 ms [2022-01-13 10:28:54 main:574] : INFO : Epoch 2032 | loss: 0.0311015 | val_loss: 0.0311405 | Time: 1557.48 ms [2022-01-13 10:28:56 main:574] : INFO : Epoch 2033 | loss: 0.031103 | val_loss: 0.0311378 | Time: 1582.45 ms [2022-01-13 10:28:58 main:574] : INFO : Epoch 2034 | loss: 0.0311 | val_loss: 0.0311373 | Time: 1683.78 ms [2022-01-13 10:28:59 main:574] : INFO : Epoch 2035 | loss: 0.0311058 | val_loss: 0.0311378 | Time: 1592.97 ms [2022-01-13 10:29:01 main:574] : INFO : Epoch 2036 | loss: 0.0311037 | val_loss: 0.0311378 | Time: 1560.89 ms [2022-01-13 10:29:02 main:574] : INFO : Epoch 2037 | loss: 0.0311056 | val_loss: 0.0311481 | Time: 1594.63 ms [2022-01-13 10:29:04 main:574] : INFO : Epoch 2038 | loss: 0.0311038 | val_loss: 0.0311403 | Time: 1567.28 ms [2022-01-13 10:29:05 main:574] : INFO : Epoch 2039 | loss: 0.0310973 | val_loss: 0.0311441 | Time: 1574.68 ms [2022-01-13 10:29:07 main:574] : INFO : Epoch 2040 | loss: 0.0310975 | val_loss: 0.0311414 | Time: 1591.57 ms [2022-01-13 10:29:09 main:574] : INFO : Epoch 2041 | loss: 0.0310954 | val_loss: 0.0311405 | Time: 1590.12 ms [2022-01-13 10:29:10 main:574] : INFO : Epoch 2042 | loss: 0.0310996 | val_loss: 0.0311469 | Time: 1550.88 ms [2022-01-13 10:29:12 main:574] : INFO : Epoch 2043 | loss: 0.0311035 | val_loss: 0.0311362 | Time: 1615.39 ms [2022-01-13 10:29:13 main:574] : INFO : Epoch 2044 | loss: 0.0311041 | val_loss: 0.0311369 | Time: 1599.99 ms [2022-01-13 10:29:15 main:574] : INFO : Epoch 2045 | loss: 0.0311046 | val_loss: 0.0311396 | Time: 1611.24 ms [2022-01-13 10:29:17 main:574] : INFO : Epoch 2046 | loss: 0.0310984 | val_loss: 0.031138 | Time: 1599.36 ms [2022-01-13 10:29:18 main:574] : INFO : Epoch 2047 | loss: 0.0311002 | val_loss: 0.0311425 | Time: 1578.87 ms [2022-01-13 10:29:20 main:574] : INFO : Epoch 2048 | loss: 0.0310974 | val_loss: 0.0311448 | Time: 1567.1 ms [2022-01-13 10:29:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311448 [2022-01-13 10:29:20 main:603] : INFO : Saving end state to config to file [2022-01-13 10:29:20 main:608] : INFO : Success, exiting.. 10:29:20 (9588): 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)