Task 3750038
| Name | ParityModified-1609264592-27198-4_0 |
| Workunit | 1927600 |
| Created | 21 Jan 2021, 14:12:18 UTC |
| Sent | 21 Jan 2021, 19:19:08 UTC |
| Report deadline | 28 Jan 2021, 19:19:08 UTC |
| Received | 21 Jan 2021, 22:54:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 5 sec |
| CPU time | 53 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311552 | val_loss: 0.0311614 | Time: 1579.24 ms
[2021-01-21 14:40:29 main:574] : INFO : Epoch 1543 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 1584.32 ms
[2021-01-21 14:40:31 main:574] : INFO : Epoch 1544 | loss: 0.0311565 | val_loss: 0.031169 | Time: 1571.75 ms
[2021-01-21 14:40:33 main:574] : INFO : Epoch 1545 | loss: 0.0311582 | val_loss: 0.031167 | Time: 1614.51 ms
[2021-01-21 14:40:34 main:574] : INFO : Epoch 1546 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 1578.38 ms
[2021-01-21 14:40:36 main:574] : INFO : Epoch 1547 | loss: 0.0311525 | val_loss: 0.031161 | Time: 1556.67 ms
[2021-01-21 14:40:37 main:574] : INFO : Epoch 1548 | loss: 0.0311521 | val_loss: 0.0311677 | Time: 1556.65 ms
[2021-01-21 14:40:39 main:574] : INFO : Epoch 1549 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 1566.52 ms
[2021-01-21 14:40:40 main:574] : INFO : Epoch 1550 | loss: 0.031154 | val_loss: 0.0311602 | Time: 1618.28 ms
[2021-01-21 14:40:42 main:574] : INFO : Epoch 1551 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 1616.17 ms
[2021-01-21 14:40:44 main:574] : INFO : Epoch 1552 | loss: 0.0311565 | val_loss: 0.031163 | Time: 1743.83 ms
[2021-01-21 14:40:45 main:574] : INFO : Epoch 1553 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 1613.32 ms
[2021-01-21 14:40:47 main:574] : INFO : Epoch 1554 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 1581.19 ms
[2021-01-21 14:40:49 main:574] : INFO : Epoch 1555 | loss: 0.0311524 | val_loss: 0.0311627 | Time: 1584.76 ms
[2021-01-21 14:40:50 main:574] : INFO : Epoch 1556 | loss: 0.0311515 | val_loss: 0.031163 | Time: 1606.29 ms
[2021-01-21 14:40:52 main:574] : INFO : Epoch 1557 | loss: 0.0311517 | val_loss: 0.0311635 | Time: 1594.02 ms
[2021-01-21 14:40:54 main:574] : INFO : Epoch 1558 | loss: 0.0311536 | val_loss: 0.0311641 | Time: 1640.41 ms
[2021-01-21 14:40:55 main:574] : INFO : Epoch 1559 | loss: 0.031155 | val_loss: 0.0311643 | Time: 1671.66 ms
[2021-01-21 14:40:57 main:574] : INFO : Epoch 1560 | loss: 0.0311535 | val_loss: 0.03116 | Time: 1643.62 ms
[2021-01-21 14:40:58 main:574] : INFO : Epoch 1561 | loss: 0.0311592 | val_loss: 0.0311626 | Time: 1577.55 ms
[2021-01-21 14:41:00 main:574] : INFO : Epoch 1562 | loss: 0.0311622 | val_loss: 0.0311738 | Time: 1606.53 ms
[2021-01-21 14:41:02 main:574] : INFO : Epoch 1563 | loss: 0.0311538 | val_loss: 0.0311629 | Time: 1573.59 ms
[2021-01-21 14:41:03 main:574] : INFO : Epoch 1564 | loss: 0.0311535 | val_loss: 0.0311636 | Time: 1591.23 ms
[2021-01-21 14:41:05 main:574] : INFO : Epoch 1565 | loss: 0.0311547 | val_loss: 0.0311657 | Time: 1625.7 ms
[2021-01-21 14:41:07 main:574] : INFO : Epoch 1566 | loss: 0.0311537 | val_loss: 0.0311673 | Time: 1577.34 ms
[2021-01-21 14:41:08 main:574] : INFO : Epoch 1567 | loss: 0.0311553 | val_loss: 0.031166 | Time: 1571.73 ms
[2021-01-21 14:41:10 main:574] : INFO : Epoch 1568 | loss: 0.0311538 | val_loss: 0.0311694 | Time: 1574.89 ms
[2021-01-21 14:41:11 main:574] : INFO : Epoch 1569 | loss: 0.0311546 | val_loss: 0.0311666 | Time: 1567.04 ms
[2021-01-21 14:41:13 main:574] : INFO : Epoch 1570 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 1581.38 ms
[2021-01-21 14:41:14 main:574] : INFO : Epoch 1571 | loss: 0.0311551 | val_loss: 0.0311651 | Time: 1596.29 ms
[2021-01-21 14:41:16 main:574] : INFO : Epoch 1572 | loss: 0.0311533 | val_loss: 0.0311639 | Time: 1605.18 ms
[2021-01-21 14:41:18 main:574] : INFO : Epoch 1573 | loss: 0.0311556 | val_loss: 0.0311613 | Time: 1743.48 ms
[2021-01-21 14:41:20 main:574] : INFO : Epoch 1574 | loss: 0.031153 | val_loss: 0.031162 | Time: 1747.81 ms
[2021-01-21 14:41:21 main:574] : INFO : Epoch 1575 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 1625.07 ms
[2021-01-21 14:41:23 main:574] : INFO : Epoch 1576 | loss: 0.0311519 | val_loss: 0.0311628 | Time: 1601.25 ms
[2021-01-21 14:41:24 main:574] : INFO : Epoch 1577 | loss: 0.0311503 | val_loss: 0.0311623 | Time: 1625.42 ms
[2021-01-21 14:41:26 main:574] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.031162 | Time: 1627.03 ms
[2021-01-21 14:41:28 main:574] : INFO : Epoch 1579 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 1605.32 ms
[2021-01-21 14:41:29 main:574] : INFO : Epoch 1580 | loss: 0.03115 | val_loss: 0.0311636 | Time: 1638.62 ms
[2021-01-21 14:41:31 main:574] : INFO : Epoch 1581 | loss: 0.0311485 | val_loss: 0.0311615 | Time: 1569.12 ms
[2021-01-21 14:41:33 main:574] : INFO : Epoch 1582 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 1626.01 ms
[2021-01-21 14:41:34 main:574] : INFO : Epoch 1583 | loss: 0.0311489 | val_loss: 0.0311609 | Time: 1625.13 ms
[2021-01-21 14:41:36 main:574] : INFO : Epoch 1584 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 1570.05 ms
[2021-01-21 14:41:37 main:574] : INFO : Epoch 1585 | loss: 0.0311499 | val_loss: 0.0311635 | Time: 1604.73 ms
[2021-01-21 14:41:39 main:574] : INFO : Epoch 1586 | loss: 0.031154 | val_loss: 0.0311613 | Time: 1602.41 ms
[2021-01-21 14:41:41 main:574] : INFO : Epoch 1587 | loss: 0.031152 | val_loss: 0.0311631 | Time: 1634.42 ms
[2021-01-21 14:41:42 main:574] : INFO : Epoch 1588 | loss: 0.0311543 | val_loss: 0.031172 | Time: 1616.99 ms
[2021-01-21 14:41:44 main:574] : INFO : Epoch 1589 | loss: 0.031157 | val_loss: 0.0311664 | Time: 1575.8 ms
[2021-01-21 14:41:46 main:574] : INFO : Epoch 1590 | loss: 0.0311564 | val_loss: 0.0311634 | Time: 1589.4 ms
[2021-01-21 14:41:47 main:574] : INFO : Epoch 1591 | loss: 0.0311569 | val_loss: 0.0311648 | Time: 1625.03 ms
[2021-01-21 14:41:49 main:574] : INFO : Epoch 1592 | loss: 0.0311579 | val_loss: 0.0311695 | Time: 1581.19 ms
[2021-01-21 14:41:50 main:574] : INFO : Epoch 1593 | loss: 0.031157 | val_loss: 0.031166 | Time: 1625.91 ms
[2021-01-21 14:41:52 main:574] : INFO : Epoch 1594 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 1564.15 ms
[2021-01-21 14:41:54 main:574] : INFO : Epoch 1595 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 1594.4 ms
[2021-01-21 14:41:55 main:574] : INFO : Epoch 1596 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 1619.93 ms
[2021-01-21 14:41:57 main:574] : INFO : Epoch 1597 | loss: 0.0311545 | val_loss: 0.0311659 | Time: 1632.56 ms
[2021-01-21 14:41:58 main:574] : INFO : Epoch 1598 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 1636.21 ms
[2021-01-21 14:42:00 main:574] : INFO : Epoch 1599 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 1601.59 ms
[2021-01-21 14:42:02 main:574] : INFO : Epoch 1600 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 1713.4 ms
[2021-01-21 14:42:04 main:574] : INFO : Epoch 1601 | loss: 0.031155 | val_loss: 0.0311665 | Time: 1753.69 ms
[2021-01-21 14:42:05 main:574] : INFO : Epoch 1602 | loss: 0.0311543 | val_loss: 0.0311614 | Time: 1576.28 ms
[2021-01-21 14:42:07 main:574] : INFO : Epoch 1603 | loss: 0.0311586 | val_loss: 0.0311732 | Time: 1604.13 ms
[2021-01-21 14:42:08 main:574] : INFO : Epoch 1604 | loss: 0.0311585 | val_loss: 0.031167 | Time: 1650.7 ms
[2021-01-21 14:42:10 main:574] : INFO : Epoch 1605 | loss: 0.0311569 | val_loss: 0.0311675 | Time: 1629.65 ms
[2021-01-21 14:42:12 main:574] : INFO : Epoch 1606 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 1738.99 ms
[2021-01-21 14:42:14 main:574] : INFO : Epoch 1607 | loss: 0.0311546 | val_loss: 0.0311622 | Time: 1743.12 ms
[2021-01-21 14:42:15 main:574] : INFO : Epoch 1608 | loss: 0.0311549 | val_loss: 0.0311625 | Time: 1743.37 ms
[2021-01-21 14:42:17 main:574] : INFO : Epoch 1609 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 1638.22 ms
[2021-01-21 14:42:19 main:574] : INFO : Epoch 1610 | loss: 0.0311557 | val_loss: 0.0311629 | Time: 1639.29 ms
[2021-01-21 14:42:20 main:574] : INFO : Epoch 1611 | loss: 0.0311539 | val_loss: 0.0311623 | Time: 1572.8 ms
[2021-01-21 14:42:22 main:574] : INFO : Epoch 1612 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 1596.75 ms
[2021-01-21 14:42:23 main:574] : INFO : Epoch 1613 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 1602.41 ms
[2021-01-21 14:42:25 main:574] : INFO : Epoch 1614 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 1604.09 ms
[2021-01-21 14:42:27 main:574] : INFO : Epoch 1615 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 1579.25 ms
[2021-01-21 14:42:28 main:574] : INFO : Epoch 1616 | loss: 0.0311557 | val_loss: 0.0311656 | Time: 1617.77 ms
[2021-01-21 14:42:30 main:574] : INFO : Epoch 1617 | loss: 0.0311607 | val_loss: 0.0311664 | Time: 1596.25 ms
[2021-01-21 14:42:32 main:574] : INFO : Epoch 1618 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 1602.9 ms
[2021-01-21 14:42:33 main:574] : INFO : Epoch 1619 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 1584 ms
[2021-01-21 14:42:35 main:574] : INFO : Epoch 1620 | loss: 0.031155 | val_loss: 0.0311633 | Time: 1605.3 ms
[2021-01-21 14:42:36 main:574] : INFO : Epoch 1621 | loss: 0.0311531 | val_loss: 0.0311638 | Time: 1567.27 ms
[2021-01-21 14:42:38 main:574] : INFO : Epoch 1622 | loss: 0.0311548 | val_loss: 0.0311649 | Time: 1594.13 ms
[2021-01-21 14:42:39 main:574] : INFO : Epoch 1623 | loss: 0.0311569 | val_loss: 0.0311663 | Time: 1569.7 ms
[2021-01-21 14:42:41 main:574] : INFO : Epoch 1624 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 1609.73 ms
[2021-01-21 14:42:43 main:574] : INFO : Epoch 1625 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 1596.61 ms
[2021-01-21 14:42:44 main:574] : INFO : Epoch 1626 | loss: 0.0311637 | val_loss: 0.0311673 | Time: 1636.99 ms
[2021-01-21 14:42:46 main:574] : INFO : Epoch 1627 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 1670.58 ms
[2021-01-21 14:42:48 main:574] : INFO : Epoch 1628 | loss: 0.031159 | val_loss: 0.0311706 | Time: 1711.16 ms
[2021-01-21 14:42:50 main:574] : INFO : Epoch 1629 | loss: 0.0311586 | val_loss: 0.0311649 | Time: 1729.99 ms
[2021-01-21 14:42:51 main:574] : INFO : Epoch 1630 | loss: 0.031156 | val_loss: 0.0311667 | Time: 1617.14 ms
[2021-01-21 14:42:53 main:574] : INFO : Epoch 1631 | loss: 0.0311606 | val_loss: 0.031169 | Time: 1765.21 ms
[2021-01-21 14:42:55 main:574] : INFO : Epoch 1632 | loss: 0.0311577 | val_loss: 0.0311645 | Time: 1630.14 ms
[2021-01-21 14:42:56 main:574] : INFO : Epoch 1633 | loss: 0.031155 | val_loss: 0.0311648 | Time: 1602.09 ms
[2021-01-21 14:42:58 main:574] : INFO : Epoch 1634 | loss: 0.0311539 | val_loss: 0.0311654 | Time: 1604.77 ms
[2021-01-21 14:42:59 main:574] : INFO : Epoch 1635 | loss: 0.0311578 | val_loss: 0.0311655 | Time: 1591.47 ms
[2021-01-21 14:43:01 main:574] : INFO : Epoch 1636 | loss: 0.031156 | val_loss: 0.031169 | Time: 1588.33 ms
[2021-01-21 14:43:03 main:574] : INFO : Epoch 1637 | loss: 0.0311564 | val_loss: 0.0311649 | Time: 1566.31 ms
[2021-01-21 14:43:04 main:574] : INFO : Epoch 1638 | loss: 0.031155 | val_loss: 0.031165 | Time: 1614.16 ms
[2021-01-21 14:43:06 main:574] : INFO : Epoch 1639 | loss: 0.0311559 | val_loss: 0.031163 | Time: 1608.55 ms
[2021-01-21 14:43:07 main:574] : INFO : Epoch 1640 | loss: 0.0311576 | val_loss: 0.031183 | Time: 1578.9 ms
[2021-01-21 14:43:09 main:574] : INFO : Epoch 1641 | loss: 0.031158 | val_loss: 0.0311642 | Time: 1583.38 ms
[2021-01-21 14:43:11 main:574] : INFO : Epoch 1642 | loss: 0.0311537 | val_loss: 0.0311639 | Time: 1594.52 ms
[2021-01-21 14:43:12 main:574] : INFO : Epoch 1643 | loss: 0.0311538 | val_loss: 0.0311664 | Time: 1591.69 ms
[2021-01-21 14:43:14 main:574] : INFO : Epoch 1644 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 1569.17 ms
[2021-01-21 14:43:15 main:574] : INFO : Epoch 1645 | loss: 0.0311556 | val_loss: 0.0311622 | Time: 1612.13 ms
[2021-01-21 14:43:17 main:574] : INFO : Epoch 1646 | loss: 0.0311543 | val_loss: 0.031163 | Time: 1572.14 ms
[2021-01-21 14:43:19 main:574] : INFO : Epoch 1647 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 1551.24 ms
[2021-01-21 14:43:20 main:574] : INFO : Epoch 1648 | loss: 0.0311608 | val_loss: 0.0311636 | Time: 1569.69 ms
[2021-01-21 14:43:22 main:574] : INFO : Epoch 1649 | loss: 0.0311554 | val_loss: 0.0311631 | Time: 1607.42 ms
[2021-01-21 14:43:23 main:574] : INFO : Epoch 1650 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 1579.75 ms
[2021-01-21 14:43:25 main:574] : INFO : Epoch 1651 | loss: 0.0311526 | val_loss: 0.0311631 | Time: 1573.69 ms
[2021-01-21 14:43:27 main:574] : INFO : Epoch 1652 | loss: 0.0311514 | val_loss: 0.0311639 | Time: 1568.59 ms
[2021-01-21 14:43:28 main:574] : INFO : Epoch 1653 | loss: 0.0311521 | val_loss: 0.0311611 | Time: 1615.45 ms
[2021-01-21 14:43:30 main:574] : INFO : Epoch 1654 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 1552.98 ms
[2021-01-21 14:43:31 main:574] : INFO : Epoch 1655 | loss: 0.0311554 | val_loss: 0.0311662 | Time: 1579.37 ms
[2021-01-21 14:43:33 main:574] : INFO : Epoch 1656 | loss: 0.0311534 | val_loss: 0.0311636 | Time: 1576.51 ms
[2021-01-21 14:43:35 main:574] : INFO : Epoch 1657 | loss: 0.0311533 | val_loss: 0.0311604 | Time: 1592.65 ms
[2021-01-21 14:43:36 main:574] : INFO : Epoch 1658 | loss: 0.0311539 | val_loss: 0.0311618 | Time: 1570.44 ms
[2021-01-21 14:43:38 main:574] : INFO : Epoch 1659 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 1576.39 ms
[2021-01-21 14:43:39 main:574] : INFO : Epoch 1660 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 1603.96 ms
[2021-01-21 14:43:41 main:574] : INFO : Epoch 1661 | loss: 0.0311492 | val_loss: 0.0311636 | Time: 1549.22 ms
[2021-01-21 14:43:42 main:574] : INFO : Epoch 1662 | loss: 0.0311525 | val_loss: 0.0311634 | Time: 1557.55 ms
[2021-01-21 14:43:44 main:574] : INFO : Epoch 1663 | loss: 0.0311518 | val_loss: 0.031164 | Time: 1578.88 ms
[2021-01-21 14:43:46 main:574] : INFO : Epoch 1664 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 1587.65 ms
[2021-01-21 14:43:47 main:574] : INFO : Epoch 1665 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 1556.9 ms
[2021-01-21 14:43:49 main:574] : INFO : Epoch 1666 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 1582.33 ms
[2021-01-21 14:43:50 main:574] : INFO : Epoch 1667 | loss: 0.0311556 | val_loss: 0.0311685 | Time: 1583.35 ms
[2021-01-21 14:43:52 main:574] : INFO : Epoch 1668 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 1586.69 ms
[2021-01-21 14:43:54 main:574] : INFO : Epoch 1669 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 1610.18 ms
[2021-01-21 14:43:55 main:574] : INFO : Epoch 1670 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 1568.56 ms
[2021-01-21 14:43:57 main:574] : INFO : Epoch 1671 | loss: 0.0311502 | val_loss: 0.0311616 | Time: 1580.51 ms
[2021-01-21 14:43:58 main:574] : INFO : Epoch 1672 | loss: 0.0311523 | val_loss: 0.0311702 | Time: 1588.59 ms
[2021-01-21 14:44:00 main:574] : INFO : Epoch 1673 | loss: 0.0311559 | val_loss: 0.0311594 | Time: 1576.96 ms
[2021-01-21 14:44:02 main:574] : INFO : Epoch 1674 | loss: 0.0311545 | val_loss: 0.0311697 | Time: 1595.67 ms
[2021-01-21 14:44:03 main:574] : INFO : Epoch 1675 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 1599.09 ms
[2021-01-21 14:44:05 main:574] : INFO : Epoch 1676 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 1585.67 ms
[2021-01-21 14:44:06 main:574] : INFO : Epoch 1677 | loss: 0.031165 | val_loss: 0.0311688 | Time: 1596.65 ms
[2021-01-21 14:44:08 main:574] : INFO : Epoch 1678 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 1580.56 ms
[2021-01-21 14:44:10 main:574] : INFO : Epoch 1679 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 1584.55 ms
[2021-01-21 14:44:11 main:574] : INFO : Epoch 1680 | loss: 0.03116 | val_loss: 0.0311675 | Time: 1580.47 ms
[2021-01-21 14:44:13 main:574] : INFO : Epoch 1681 | loss: 0.03116 | val_loss: 0.0311675 | Time: 1571.3 ms
[2021-01-21 14:44:14 main:574] : INFO : Epoch 1682 | loss: 0.0311623 | val_loss: 0.0311688 | Time: 1572.65 ms
[2021-01-21 14:44:16 main:574] : INFO : Epoch 1683 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 1572.49 ms
[2021-01-21 14:44:17 main:574] : INFO : Epoch 1684 | loss: 0.031159 | val_loss: 0.0311671 | Time: 1579.56 ms
[2021-01-21 14:44:19 main:574] : INFO : Epoch 1685 | loss: 0.0311575 | val_loss: 0.0311672 | Time: 1579.47 ms
[2021-01-21 14:44:21 main:574] : INFO : Epoch 1686 | loss: 0.0311575 | val_loss: 0.0311691 | Time: 1560.23 ms
[2021-01-21 14:44:22 main:574] : INFO : Epoch 1687 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 1614.18 ms
[2021-01-21 14:44:24 main:574] : INFO : Epoch 1688 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 1577.84 ms
[2021-01-21 14:44:25 main:574] : INFO : Epoch 1689 | loss: 0.0311561 | val_loss: 0.031169 | Time: 1608.99 ms
[2021-01-21 14:44:27 main:574] : INFO : Epoch 1690 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 1553.51 ms
[2021-01-21 14:44:29 main:574] : INFO : Epoch 1691 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 1575.42 ms
[2021-01-21 14:44:30 main:574] : INFO : Epoch 1692 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 1605.78 ms
[2021-01-21 14:44:32 main:574] : INFO : Epoch 1693 | loss: 0.0311631 | val_loss: 0.0311718 | Time: 1582.98 ms
[2021-01-21 14:44:33 main:574] : INFO : Epoch 1694 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1548.79 ms
[2021-01-21 14:44:35 main:574] : INFO : Epoch 1695 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 1605.78 ms
[2021-01-21 14:44:37 main:574] : INFO : Epoch 1696 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 1552.67 ms
[2021-01-21 14:44:38 main:574] : INFO : Epoch 1697 | loss: 0.0311558 | val_loss: 0.0311733 | Time: 1598.38 ms
[2021-01-21 14:44:40 main:574] : INFO : Epoch 1698 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 1568.66 ms
[2021-01-21 14:44:41 main:574] : INFO : Epoch 1699 | loss: 0.0311575 | val_loss: 0.0311683 | Time: 1557.47 ms
[2021-01-21 14:44:43 main:574] : INFO : Epoch 1700 | loss: 0.031157 | val_loss: 0.0311665 | Time: 1592.73 ms
[2021-01-21 14:44:45 main:574] : INFO : Epoch 1701 | loss: 0.031156 | val_loss: 0.0311663 | Time: 1711.85 ms
[2021-01-21 14:44:46 main:574] : INFO : Epoch 1702 | loss: 0.0311594 | val_loss: 0.031169 | Time: 1734.88 ms
[2021-01-21 14:44:48 main:574] : INFO : Epoch 1703 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 1591.12 ms
[2021-01-21 14:44:50 main:574] : INFO : Epoch 1704 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 1597.08 ms
[2021-01-21 14:44:51 main:574] : INFO : Epoch 1705 | loss: 0.0311576 | val_loss: 0.031173 | Time: 1612.38 ms
[2021-01-21 14:44:53 main:574] : INFO : Epoch 1706 | loss: 0.0311621 | val_loss: 0.0311652 | Time: 1633.87 ms
[2021-01-21 14:44:55 main:574] : INFO : Epoch 1707 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 1618.51 ms
[2021-01-21 14:44:56 main:574] : INFO : Epoch 1708 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 1588.15 ms
[2021-01-21 14:44:58 main:574] : INFO : Epoch 1709 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 1717.82 ms
[2021-01-21 14:44:59 main:574] : INFO : Epoch 1710 | loss: 0.0311544 | val_loss: 0.0311657 | Time: 1614.77 ms
[2021-01-21 14:45:01 main:574] : INFO : Epoch 1711 | loss: 0.0311553 | val_loss: 0.0311657 | Time: 1628.09 ms
[2021-01-21 14:45:03 main:574] : INFO : Epoch 1712 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 1611.03 ms
[2021-01-21 14:45:04 main:574] : INFO : Epoch 1713 | loss: 0.031154 | val_loss: 0.0311652 | Time: 1589.63 ms
[2021-01-21 14:45:06 main:574] : INFO : Epoch 1714 | loss: 0.0311541 | val_loss: 0.0311645 | Time: 1600.89 ms
[2021-01-21 14:45:08 main:574] : INFO : Epoch 1715 | loss: 0.0311574 | val_loss: 0.0311732 | Time: 1539.9 ms
[2021-01-21 14:45:09 main:574] : INFO : Epoch 1716 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 1574.86 ms
[2021-01-21 14:45:11 main:574] : INFO : Epoch 1717 | loss: 0.0311532 | val_loss: 0.0311685 | Time: 1614.17 ms
[2021-01-21 14:45:12 main:574] : INFO : Epoch 1718 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 1586.77 ms
[2021-01-21 14:45:14 main:574] : INFO : Epoch 1719 | loss: 0.0311549 | val_loss: 0.0311658 | Time: 1607.54 ms
[2021-01-21 14:45:16 main:574] : INFO : Epoch 1720 | loss: 0.0311544 | val_loss: 0.0311669 | Time: 1571.25 ms
[2021-01-21 14:45:17 main:574] : INFO : Epoch 1721 | loss: 0.0311564 | val_loss: 0.0311655 | Time: 1544.5 ms
[2021-01-21 14:45:19 main:574] : INFO : Epoch 1722 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1602.32 ms
[2021-01-21 14:45:20 main:574] : INFO : Epoch 1723 | loss: 0.031154 | val_loss: 0.0311679 | Time: 1596.38 ms
[2021-01-21 14:45:22 main:574] : INFO : Epoch 1724 | loss: 0.0311557 | val_loss: 0.0311676 | Time: 1581.92 ms
[2021-01-21 14:45:24 main:574] : INFO : Epoch 1725 | loss: 0.0311569 | val_loss: 0.0311745 | Time: 1597.64 ms
[2021-01-21 14:45:25 main:574] : INFO : Epoch 1726 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1559.36 ms
[2021-01-21 14:45:27 main:574] : INFO : Epoch 1727 | loss: 0.0311626 | val_loss: 0.031178 | Time: 1615.57 ms
[2021-01-21 14:45:28 main:574] : INFO : Epoch 1728 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 1743 ms
[2021-01-21 14:45:30 main:574] : INFO : Epoch 1729 | loss: 0.0311553 | val_loss: 0.0311681 | Time: 1602 ms
[2021-01-21 14:45:32 main:574] : INFO : Epoch 1730 | loss: 0.0311567 | val_loss: 0.031169 | Time: 1589.29 ms
[2021-01-21 14:45:33 main:574] : INFO : Epoch 1731 | loss: 0.0311547 | val_loss: 0.0311669 | Time: 1567.12 ms
[2021-01-21 14:45:35 main:574] : INFO : Epoch 1732 | loss: 0.0311551 | val_loss: 0.0311694 | Time: 1601.31 ms
[2021-01-21 14:45:36 main:574] : INFO : Epoch 1733 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 1590.49 ms
[2021-01-21 14:45:38 main:574] : INFO : Epoch 1734 | loss: 0.0311597 | val_loss: 0.0311731 | Time: 1582.55 ms
[2021-01-21 14:45:40 main:574] : INFO : Epoch 1735 | loss: 0.0311595 | val_loss: 0.0311671 | Time: 1589.76 ms
[2021-01-21 14:45:41 main:574] : INFO : Epoch 1736 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 1586.67 ms
[2021-01-21 14:45:43 main:574] : INFO : Epoch 1737 | loss: 0.0311583 | val_loss: 0.0311718 | Time: 1570.24 ms
[2021-01-21 14:45:44 main:574] : INFO : Epoch 1738 | loss: 0.0311547 | val_loss: 0.0311651 | Time: 1593.4 ms
[2021-01-21 14:45:46 main:574] : INFO : Epoch 1739 | loss: 0.0311564 | val_loss: 0.031175 | Time: 1611.37 ms
[2021-01-21 14:45:48 main:574] : INFO : Epoch 1740 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 1601.18 ms
[2021-01-21 14:45:49 main:574] : INFO : Epoch 1741 | loss: 0.0311586 | val_loss: 0.0311812 | Time: 1571.59 ms
[2021-01-21 14:45:51 main:574] : INFO : Epoch 1742 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 1580.1 ms
[2021-01-21 14:45:52 main:574] : INFO : Epoch 1743 | loss: 0.031154 | val_loss: 0.0311652 | Time: 1592.02 ms
[2021-01-21 14:45:54 main:574] : INFO : Epoch 1744 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 1575.29 ms
[2021-01-21 14:45:56 main:574] : INFO : Epoch 1745 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 1618.41 ms
[2021-01-21 14:45:57 main:574] : INFO : Epoch 1746 | loss: 0.0311564 | val_loss: 0.0311804 | Time: 1619.61 ms
[2021-01-21 14:45:59 main:574] : INFO : Epoch 1747 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 1606.96 ms
[2021-01-21 14:46:01 main:574] : INFO : Epoch 1748 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 1599.45 ms
[2021-01-21 14:46:02 main:574] : INFO : Epoch 1749 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 1600.67 ms
[2021-01-21 14:46:04 main:574] : INFO : Epoch 1750 | loss: 0.0311536 | val_loss: 0.0311702 | Time: 1595.01 ms
[2021-01-21 14:46:05 main:574] : INFO : Epoch 1751 | loss: 0.0311544 | val_loss: 0.0311648 | Time: 1632.76 ms
[2021-01-21 14:46:07 main:574] : INFO : Epoch 1752 | loss: 0.0311542 | val_loss: 0.0311645 | Time: 1595.89 ms
[2021-01-21 14:46:09 main:574] : INFO : Epoch 1753 | loss: 0.0311523 | val_loss: 0.0311639 | Time: 1606.79 ms
[2021-01-21 14:46:10 main:574] : INFO : Epoch 1754 | loss: 0.031153 | val_loss: 0.0311645 | Time: 1582.67 ms
[2021-01-21 14:46:12 main:574] : INFO : Epoch 1755 | loss: 0.0311541 | val_loss: 0.0311641 | Time: 1632.93 ms
[2021-01-21 14:46:13 main:574] : INFO : Epoch 1756 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 1582.79 ms
[2021-01-21 14:46:15 main:574] : INFO : Epoch 1757 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1574.65 ms
[2021-01-21 14:46:17 main:574] : INFO : Epoch 1758 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 1617.35 ms
[2021-01-21 14:46:18 main:574] : INFO : Epoch 1759 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 1628.2 ms
[2021-01-21 14:46:20 main:574] : INFO : Epoch 1760 | loss: 0.031154 | val_loss: 0.0311662 | Time: 1632.29 ms
[2021-01-21 14:46:22 main:574] : INFO : Epoch 1761 | loss: 0.0311546 | val_loss: 0.031179 | Time: 1573.49 ms
[2021-01-21 14:46:23 main:574] : INFO : Epoch 1762 | loss: 0.0311569 | val_loss: 0.0311711 | Time: 1605.64 ms
[2021-01-21 14:46:25 main:574] : INFO : Epoch 1763 | loss: 0.0311541 | val_loss: 0.0311787 | Time: 1557.23 ms
[2021-01-21 14:46:26 main:574] : INFO : Epoch 1764 | loss: 0.0311544 | val_loss: 0.0311648 | Time: 1601.66 ms
[2021-01-21 14:46:28 main:574] : INFO : Epoch 1765 | loss: 0.0311517 | val_loss: 0.0311653 | Time: 1607.35 ms
[2021-01-21 14:46:30 main:574] : INFO : Epoch 1766 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 1631.77 ms
[2021-01-21 14:46:31 main:574] : INFO : Epoch 1767 | loss: 0.0311555 | val_loss: 0.0311695 | Time: 1629.11 ms
[2021-01-21 14:46:33 main:574] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 1591.8 ms
[2021-01-21 14:46:34 main:574] : INFO : Epoch 1769 | loss: 0.0311543 | val_loss: 0.031164 | Time: 1565.8 ms
[2021-01-21 14:46:36 main:574] : INFO : Epoch 1770 | loss: 0.0311519 | val_loss: 0.0311664 | Time: 1615.27 ms
[2021-01-21 14:46:38 main:574] : INFO : Epoch 1771 | loss: 0.0311508 | val_loss: 0.0311638 | Time: 1571.33 ms
[2021-01-21 14:46:39 main:574] : INFO : Epoch 1772 | loss: 0.031151 | val_loss: 0.031166 | Time: 1559.16 ms
[2021-01-21 14:46:41 main:574] : INFO : Epoch 1773 | loss: 0.0311514 | val_loss: 0.0311692 | Time: 1620.82 ms
[2021-01-21 14:46:42 main:574] : INFO : Epoch 1774 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 1603.18 ms
[2021-01-21 14:46:44 main:574] : INFO : Epoch 1775 | loss: 0.0311521 | val_loss: 0.0311633 | Time: 1597.19 ms
[2021-01-21 14:46:46 main:574] : INFO : Epoch 1776 | loss: 0.0311513 | val_loss: 0.0311721 | Time: 1690.01 ms
[2021-01-21 14:46:48 main:574] : INFO : Epoch 1777 | loss: 0.0311528 | val_loss: 0.0311626 | Time: 1667.13 ms
[2021-01-21 14:46:49 main:574] : INFO : Epoch 1778 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 1580.81 ms
[2021-01-21 14:46:51 main:574] : INFO : Epoch 1779 | loss: 0.0311511 | val_loss: 0.0311643 | Time: 1621.68 ms
[2021-01-21 14:46:52 main:574] : INFO : Epoch 1780 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 1604.26 ms
[2021-01-21 14:46:54 main:574] : INFO : Epoch 1781 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 1579.47 ms
[2021-01-21 14:46:56 main:574] : INFO : Epoch 1782 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 1563.16 ms
[2021-01-21 14:46:57 main:574] : INFO : Epoch 1783 | loss: 0.0311522 | val_loss: 0.0311648 | Time: 1575.14 ms
[2021-01-21 14:46:59 main:574] : INFO : Epoch 1784 | loss: 0.0311563 | val_loss: 0.0311658 | Time: 1585.99 ms
[2021-01-21 14:47:00 main:574] : INFO : Epoch 1785 | loss: 0.0311559 | val_loss: 0.0311693 | Time: 1599.08 ms
[2021-01-21 14:47:02 main:574] : INFO : Epoch 1786 | loss: 0.0311536 | val_loss: 0.031174 | Time: 1574.63 ms
[2021-01-21 14:47:04 main:574] : INFO : Epoch 1787 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 1620.68 ms
[2021-01-21 14:47:05 main:574] : INFO : Epoch 1788 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 1597.4 ms
[2021-01-21 14:47:07 main:574] : INFO : Epoch 1789 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 1618.4 ms
[2021-01-21 14:47:08 main:574] : INFO : Epoch 1790 | loss: 0.0311578 | val_loss: 0.0311801 | Time: 1608.31 ms
[2021-01-21 14:47:10 main:574] : INFO : Epoch 1791 | loss: 0.0311587 | val_loss: 0.0311765 | Time: 1588.05 ms
[2021-01-21 14:47:12 main:574] : INFO : Epoch 1792 | loss: 0.0311538 | val_loss: 0.0311643 | Time: 1598.99 ms
[2021-01-21 14:47:13 main:574] : INFO : Epoch 1793 | loss: 0.0311539 | val_loss: 0.0311664 | Time: 1597.34 ms
[2021-01-21 14:47:15 main:574] : INFO : Epoch 1794 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1573.56 ms
[2021-01-21 14:47:16 main:574] : INFO : Epoch 1795 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 1621.05 ms
[2021-01-21 14:47:18 main:574] : INFO : Epoch 1796 | loss: 0.0311534 | val_loss: 0.0311756 | Time: 1592.52 ms
[2021-01-21 14:47:20 main:574] : INFO : Epoch 1797 | loss: 0.0311575 | val_loss: 0.0311758 | Time: 1604.95 ms
[2021-01-21 14:47:21 main:574] : INFO : Epoch 1798 | loss: 0.0311609 | val_loss: 0.031174 | Time: 1613.25 ms
[2021-01-21 14:47:23 main:574] : INFO : Epoch 1799 | loss: 0.0311536 | val_loss: 0.0311711 | Time: 1576.92 ms
[2021-01-21 14:47:24 main:574] : INFO : Epoch 1800 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 1595.5 ms
[2021-01-21 14:47:26 main:574] : INFO : Epoch 1801 | loss: 0.0311511 | val_loss: 0.0311691 | Time: 1570.55 ms
[2021-01-21 14:47:28 main:574] : INFO : Epoch 1802 | loss: 0.031152 | val_loss: 0.0311687 | Time: 1601.9 ms
[2021-01-21 14:47:29 main:574] : INFO : Epoch 1803 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 1595.92 ms
[2021-01-21 14:47:31 main:574] : INFO : Epoch 1804 | loss: 0.0311539 | val_loss: 0.0311639 | Time: 1563 ms
[2021-01-21 14:47:33 main:574] : INFO : Epoch 1805 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 1624.46 ms
[2021-01-21 14:47:34 main:574] : INFO : Epoch 1806 | loss: 0.0311482 | val_loss: 0.0311674 | Time: 1620.6 ms
[2021-01-21 14:47:36 main:574] : INFO : Epoch 1807 | loss: 0.031148 | val_loss: 0.0311669 | Time: 1621.99 ms
[2021-01-21 14:47:37 main:574] : INFO : Epoch 1808 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 1599.43 ms
[2021-01-21 14:47:39 main:574] : INFO : Epoch 1809 | loss: 0.03115 | val_loss: 0.0311683 | Time: 1569.61 ms
[2021-01-21 14:47:41 main:574] : INFO : Epoch 1810 | loss: 0.0311493 | val_loss: 0.0311685 | Time: 1593.78 ms
[2021-01-21 14:47:42 main:574] : INFO : Epoch 1811 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 1593.45 ms
[2021-01-21 14:47:44 main:574] : INFO : Epoch 1812 | loss: 0.0311524 | val_loss: 0.031167 | Time: 1619.11 ms
[2021-01-21 14:47:45 main:574] : INFO : Epoch 1813 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 1572.59 ms
[2021-01-21 14:47:47 main:574] : INFO : Epoch 1814 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 1596.37 ms
[2021-01-21 14:47:49 main:574] : INFO : Epoch 1815 | loss: 0.0311515 | val_loss: 0.0311645 | Time: 1592.65 ms
[2021-01-21 14:47:50 main:574] : INFO : Epoch 1816 | loss: 0.0311521 | val_loss: 0.0311647 | Time: 1619.98 ms
[2021-01-21 14:47:52 main:574] : INFO : Epoch 1817 | loss: 0.0311507 | val_loss: 0.0311635 | Time: 1591.47 ms
[2021-01-21 14:47:53 main:574] : INFO : Epoch 1818 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 1601.3 ms
[2021-01-21 14:47:55 main:574] : INFO : Epoch 1819 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1554.27 ms
[2021-01-21 14:47:57 main:574] : INFO : Epoch 1820 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 1594.69 ms
[2021-01-21 14:47:58 main:574] : INFO : Epoch 1821 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 1572.79 ms
[2021-01-21 14:48:00 main:574] : INFO : Epoch 1822 | loss: 0.0311814 | val_loss: 0.0311935 | Time: 1599.79 ms
[2021-01-21 14:48:01 main:574] : INFO : Epoch 1823 | loss: 0.0319095 | val_loss: 0.0315177 | Time: 1577.9 ms
[2021-01-21 14:48:03 main:574] : INFO : Epoch 1824 | loss: 0.0340386 | val_loss: 0.0346976 | Time: 1591.04 ms
[2021-01-21 14:48:05 main:574] : INFO : Epoch 1825 | loss: 0.0326824 | val_loss: 0.0314784 | Time: 1583.95 ms
[2021-01-21 14:48:06 main:574] : INFO : Epoch 1826 | loss: 0.0313671 | val_loss: 0.0312961 | Time: 1578.89 ms
[2021-01-21 14:48:08 main:574] : INFO : Epoch 1827 | loss: 0.0312373 | val_loss: 0.0312129 | Time: 1614.47 ms
[2021-01-21 14:48:09 main:574] : INFO : Epoch 1828 | loss: 0.0311994 | val_loss: 0.0311964 | Time: 1546.55 ms
[2021-01-21 14:48:11 main:574] : INFO : Epoch 1829 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 1612.18 ms
[2021-01-21 14:48:13 main:574] : INFO : Epoch 1830 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 1548 ms
[2021-01-21 14:48:14 main:574] : INFO : Epoch 1831 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 1570.3 ms
[2021-01-21 14:48:16 main:574] : INFO : Epoch 1832 | loss: 0.031171 | val_loss: 0.0311809 | Time: 1597.55 ms
[2021-01-21 14:48:17 main:574] : INFO : Epoch 1833 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 1570.73 ms
[2021-01-21 14:48:19 main:574] : INFO : Epoch 1834 | loss: 0.0311666 | val_loss: 0.031179 | Time: 1549.29 ms
[2021-01-21 14:48:21 main:574] : INFO : Epoch 1835 | loss: 0.0311663 | val_loss: 0.0311781 | Time: 1581.3 ms
[2021-01-21 14:48:22 main:574] : INFO : Epoch 1836 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 1572.97 ms
[2021-01-21 14:48:24 main:574] : INFO : Epoch 1837 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 1605.59 ms
[2021-01-21 14:48:25 main:574] : INFO : Epoch 1838 | loss: 0.0311634 | val_loss: 0.031175 | Time: 1576.83 ms
[2021-01-21 14:48:27 main:574] : INFO : Epoch 1839 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 1625.48 ms
[2021-01-21 14:48:29 main:574] : INFO : Epoch 1840 | loss: 0.0311641 | val_loss: 0.0311815 | Time: 1593.38 ms
[2021-01-21 14:48:30 main:574] : INFO : Epoch 1841 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 1568.52 ms
[2021-01-21 14:48:32 main:574] : INFO : Epoch 1842 | loss: 0.03116 | val_loss: 0.0311745 | Time: 1627.15 ms
[2021-01-21 14:48:33 main:574] : INFO : Epoch 1843 | loss: 0.0311593 | val_loss: 0.0311754 | Time: 1611.52 ms
[2021-01-21 14:48:35 main:574] : INFO : Epoch 1844 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1610.97 ms
[2021-01-21 14:48:37 main:574] : INFO : Epoch 1845 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 1562.83 ms
[2021-01-21 14:48:38 main:574] : INFO : Epoch 1846 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 1592.99 ms
[2021-01-21 14:48:40 main:574] : INFO : Epoch 1847 | loss: 0.0311561 | val_loss: 0.0311647 | Time: 1566.31 ms
[2021-01-21 14:48:41 main:574] : INFO : Epoch 1848 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 1623.7 ms
[2021-01-21 14:48:43 main:574] : INFO : Epoch 1849 | loss: 0.0311536 | val_loss: 0.0311641 | Time: 1582.07 ms
[2021-01-21 14:48:45 main:574] : INFO : Epoch 1850 | loss: 0.031153 | val_loss: 0.0311639 | Time: 1567.07 ms
[2021-01-21 14:48:46 main:574] : INFO : Epoch 1851 | loss: 0.0311524 | val_loss: 0.0311641 | Time: 1581.53 ms
[2021-01-21 14:48:48 main:574] : INFO : Epoch 1852 | loss: 0.0311516 | val_loss: 0.0311634 | Time: 1592.39 ms
[2021-01-21 14:48:49 main:574] : INFO : Epoch 1853 | loss: 0.0311514 | val_loss: 0.0311632 | Time: 1586.74 ms
[2021-01-21 14:48:51 main:574] : INFO : Epoch 1854 | loss: 0.0311509 | val_loss: 0.0311607 | Time: 1566.19 ms
[2021-01-21 14:48:53 main:574] : INFO : Epoch 1855 | loss: 0.0311503 | val_loss: 0.0311658 | Time: 1591.79 ms
[2021-01-21 14:48:54 main:574] : INFO : Epoch 1856 | loss: 0.0311493 | val_loss: 0.0311612 | Time: 1567.95 ms
[2021-01-21 14:48:56 main:574] : INFO : Epoch 1857 | loss: 0.0311489 | val_loss: 0.0311586 | Time: 1637.76 ms
[2021-01-21 14:48:57 main:574] : INFO : Epoch 1858 | loss: 0.0311492 | val_loss: 0.0311605 | Time: 1563.71 ms
[2021-01-21 14:48:59 main:574] : INFO : Epoch 1859 | loss: 0.0311486 | val_loss: 0.0311587 | Time: 1612.56 ms
[2021-01-21 14:49:01 main:574] : INFO : Epoch 1860 | loss: 0.0311484 | val_loss: 0.0311586 | Time: 1641.5 ms
[2021-01-21 14:49:02 main:574] : INFO : Epoch 1861 | loss: 0.0311478 | val_loss: 0.0311604 | Time: 1569.79 ms
[2021-01-21 14:49:04 main:574] : INFO : Epoch 1862 | loss: 0.0311485 | val_loss: 0.0311598 | Time: 1611.84 ms
[2021-01-21 14:49:05 main:574] : INFO : Epoch 1863 | loss: 0.0311482 | val_loss: 0.0311605 | Time: 1582.44 ms
[2021-01-21 14:49:07 main:574] : INFO : Epoch 1864 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 1602.92 ms
[2021-01-21 14:49:09 main:574] : INFO : Epoch 1865 | loss: 0.0311469 | val_loss: 0.0311601 | Time: 1618.89 ms
[2021-01-21 14:49:10 main:574] : INFO : Epoch 1866 | loss: 0.031147 | val_loss: 0.0311602 | Time: 1605.5 ms
[2021-01-21 14:49:12 main:574] : INFO : Epoch 1867 | loss: 0.0311467 | val_loss: 0.0311608 | Time: 1584.23 ms
[2021-01-21 14:49:13 main:574] : INFO : Epoch 1868 | loss: 0.0311462 | val_loss: 0.031162 | Time: 1575.86 ms
[2021-01-21 14:49:15 main:574] : INFO : Epoch 1869 | loss: 0.0311482 | val_loss: 0.0311594 | Time: 1613.17 ms
[2021-01-21 14:49:17 main:574] : INFO : Epoch 1870 | loss: 0.0311484 | val_loss: 0.0311592 | Time: 1591.03 ms
[2021-01-21 14:49:18 main:574] : INFO : Epoch 1871 | loss: 0.0311477 | val_loss: 0.0311585 | Time: 1582.51 ms
[2021-01-21 14:49:20 main:574] : INFO : Epoch 1872 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 1605.59 ms
[2021-01-21 14:49:22 main:574] : INFO : Epoch 1873 | loss: 0.0311467 | val_loss: 0.0311609 | Time: 1590.95 ms
[2021-01-21 14:49:23 main:574] : INFO : Epoch 1874 | loss: 0.0311468 | val_loss: 0.0311601 | Time: 1583.53 ms
[2021-01-21 14:49:25 main:574] : INFO : Epoch 1875 | loss: 0.0311465 | val_loss: 0.0311596 | Time: 1619.26 ms
[2021-01-21 14:49:26 main:574] : INFO : Epoch 1876 | loss: 0.0311466 | val_loss: 0.0311579 | Time: 1573.38 ms
[2021-01-21 14:49:28 main:574] : INFO : Epoch 1877 | loss: 0.0311471 | val_loss: 0.031158 | Time: 1568.32 ms
[2021-01-21 14:49:30 main:574] : INFO : Epoch 1878 | loss: 0.0311474 | val_loss: 0.0311612 | Time: 1622.72 ms
[2021-01-21 14:49:31 main:574] : INFO : Epoch 1879 | loss: 0.0311464 | val_loss: 0.0311595 | Time: 1592.48 ms
[2021-01-21 14:49:33 main:574] : INFO : Epoch 1880 | loss: 0.031148 | val_loss: 0.0311597 | Time: 1574.61 ms
[2021-01-21 14:49:34 main:574] : INFO : Epoch 1881 | loss: 0.0311508 | val_loss: 0.0311614 | Time: 1576.33 ms
[2021-01-21 14:49:36 main:574] : INFO : Epoch 1882 | loss: 0.0311485 | val_loss: 0.0311612 | Time: 1605.65 ms
[2021-01-21 14:49:37 main:574] : INFO : Epoch 1883 | loss: 0.0311495 | val_loss: 0.0311594 | Time: 1565.57 ms
[2021-01-21 14:49:39 main:574] : INFO : Epoch 1884 | loss: 0.0311475 | val_loss: 0.0311606 | Time: 1545.43 ms
[2021-01-21 14:49:41 main:574] : INFO : Epoch 1885 | loss: 0.0311471 | val_loss: 0.0311597 | Time: 1601.65 ms
[2021-01-21 14:49:42 main:574] : INFO : Epoch 1886 | loss: 0.0311479 | val_loss: 0.0311627 | Time: 1575.73 ms
[2021-01-21 14:49:44 main:574] : INFO : Epoch 1887 | loss: 0.0311466 | val_loss: 0.0311577 | Time: 1562.12 ms
[2021-01-21 14:49:45 main:574] : INFO : Epoch 1888 | loss: 0.0311465 | val_loss: 0.0311582 | Time: 1616.77 ms
[2021-01-21 14:49:47 main:574] : INFO : Epoch 1889 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 1604.38 ms
[2021-01-21 14:49:49 main:574] : INFO : Epoch 1890 | loss: 0.0311539 | val_loss: 0.0311573 | Time: 1579.08 ms
[2021-01-21 14:49:50 main:574] : INFO : Epoch 1891 | loss: 0.0311522 | val_loss: 0.031159 | Time: 1604.07 ms
[2021-01-21 14:49:52 main:574] : INFO : Epoch 1892 | loss: 0.0311545 | val_loss: 0.0311656 | Time: 1580.04 ms
[2021-01-21 14:49:53 main:574] : INFO : Epoch 1893 | loss: 0.0311498 | val_loss: 0.0311592 | Time: 1561.48 ms
[2021-01-21 14:49:55 main:574] : INFO : Epoch 1894 | loss: 0.0311483 | val_loss: 0.0311597 | Time: 1626.84 ms
[2021-01-21 14:49:57 main:574] : INFO : Epoch 1895 | loss: 0.031148 | val_loss: 0.0311598 | Time: 1600.02 ms
[2021-01-21 14:49:58 main:574] : INFO : Epoch 1896 | loss: 0.0311493 | val_loss: 0.0311615 | Time: 1586.02 ms
[2021-01-21 14:50:00 main:574] : INFO : Epoch 1897 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 1566.29 ms
[2021-01-21 14:50:01 main:574] : INFO : Epoch 1898 | loss: 0.0311512 | val_loss: 0.0311591 | Time: 1599.74 ms
[2021-01-21 14:50:03 main:574] : INFO : Epoch 1899 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 1587.97 ms
[2021-01-21 14:50:05 main:574] : INFO : Epoch 1900 | loss: 0.0311506 | val_loss: 0.0311564 | Time: 1618.87 ms
[2021-01-21 14:50:06 main:574] : INFO : Epoch 1901 | loss: 0.0311491 | val_loss: 0.0311572 | Time: 1589.99 ms
[2021-01-21 14:50:08 main:574] : INFO : Epoch 1902 | loss: 0.0311487 | val_loss: 0.0311588 | Time: 1603.53 ms
[2021-01-21 14:50:10 main:574] : INFO : Epoch 1903 | loss: 0.0311477 | val_loss: 0.0311576 | Time: 1575.07 ms
[2021-01-21 14:50:11 main:574] : INFO : Epoch 1904 | loss: 0.0311473 | val_loss: 0.0311603 | Time: 1578.59 ms
[2021-01-21 14:50:13 main:574] : INFO : Epoch 1905 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 1573.1 ms
[2021-01-21 14:50:14 main:574] : INFO : Epoch 1906 | loss: 0.0311477 | val_loss: 0.0311568 | Time: 1588.07 ms
[2021-01-21 14:50:16 main:574] : INFO : Epoch 1907 | loss: 0.0311491 | val_loss: 0.0311608 | Time: 1586.25 ms
[2021-01-21 14:50:17 main:574] : INFO : Epoch 1908 | loss: 0.0311505 | val_loss: 0.0311566 | Time: 1598.01 ms
[2021-01-21 14:50:19 main:574] : INFO : Epoch 1909 | loss: 0.0311485 | val_loss: 0.0311593 | Time: 1599.13 ms
[2021-01-21 14:50:21 main:574] : INFO : Epoch 1910 | loss: 0.0311483 | val_loss: 0.031156 | Time: 1575.23 ms
[2021-01-21 14:50:22 main:574] : INFO : Epoch 1911 | loss: 0.0311472 | val_loss: 0.0311595 | Time: 1605.85 ms
[2021-01-21 14:50:24 main:574] : INFO : Epoch 1912 | loss: 0.0311479 | val_loss: 0.0311582 | Time: 1608.72 ms
[2021-01-21 14:50:26 main:574] : INFO : Epoch 1913 | loss: 0.0311466 | val_loss: 0.0311583 | Time: 1586.41 ms
[2021-01-21 14:50:27 main:574] : INFO : Epoch 1914 | loss: 0.0311472 | val_loss: 0.0311571 | Time: 1611.77 ms
[2021-01-21 14:50:29 main:574] : INFO : Epoch 1915 | loss: 0.0311475 | val_loss: 0.0311616 | Time: 1613.61 ms
[2021-01-21 14:50:30 main:574] : INFO : Epoch 1916 | loss: 0.031147 | val_loss: 0.0311617 | Time: 1604.87 ms
[2021-01-21 14:50:32 main:574] : INFO : Epoch 1917 | loss: 0.0311478 | val_loss: 0.0311595 | Time: 1559.77 ms
[2021-01-21 14:50:34 main:574] : INFO : Epoch 1918 | loss: 0.031146 | val_loss: 0.0311583 | Time: 1618.44 ms
[2021-01-21 14:50:35 main:574] : INFO : Epoch 1919 | loss: 0.0311451 | val_loss: 0.0311575 | Time: 1596.37 ms
[2021-01-21 14:50:37 main:574] : INFO : Epoch 1920 | loss: 0.0311455 | val_loss: 0.0311577 | Time: 1589.52 ms
[2021-01-21 14:50:38 main:574] : INFO : Epoch 1921 | loss: 0.0311445 | val_loss: 0.03116 | Time: 1568.76 ms
[2021-01-21 14:50:40 main:574] : INFO : Epoch 1922 | loss: 0.0311461 | val_loss: 0.0311596 | Time: 1624.14 ms
[2021-01-21 14:50:42 main:574] : INFO : Epoch 1923 | loss: 0.0311463 | val_loss: 0.0311603 | Time: 1622.42 ms
[2021-01-21 14:50:43 main:574] : INFO : Epoch 1924 | loss: 0.0311487 | val_loss: 0.0311591 | Time: 1579.54 ms
[2021-01-21 14:50:45 main:574] : INFO : Epoch 1925 | loss: 0.0311452 | val_loss: 0.0311592 | Time: 1580.64 ms
[2021-01-21 14:50:46 main:574] : INFO : Epoch 1926 | loss: 0.031144 | val_loss: 0.0311584 | Time: 1569.99 ms
[2021-01-21 14:50:48 main:574] : INFO : Epoch 1927 | loss: 0.0311443 | val_loss: 0.0311579 | Time: 1581.47 ms
[2021-01-21 14:50:50 main:574] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311588 | Time: 1583.75 ms
[2021-01-21 14:50:51 main:574] : INFO : Epoch 1929 | loss: 0.0311435 | val_loss: 0.031158 | Time: 1595.28 ms
[2021-01-21 14:50:53 main:574] : INFO : Epoch 1930 | loss: 0.0311429 | val_loss: 0.0311592 | Time: 1586.27 ms
[2021-01-21 14:50:54 main:574] : INFO : Epoch 1931 | loss: 0.0311433 | val_loss: 0.0311574 | Time: 1613.35 ms
[2021-01-21 14:50:56 main:574] : INFO : Epoch 1932 | loss: 0.0311425 | val_loss: 0.0311587 | Time: 1576.69 ms
[2021-01-21 14:50:58 main:574] : INFO : Epoch 1933 | loss: 0.0311421 | val_loss: 0.0311599 | Time: 1630.76 ms
[2021-01-21 14:50:59 main:574] : INFO : Epoch 1934 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 1584.87 ms
[2021-01-21 14:51:01 main:574] : INFO : Epoch 1935 | loss: 0.0311428 | val_loss: 0.0311573 | Time: 1593.52 ms
[2021-01-21 14:51:02 main:574] : INFO : Epoch 1936 | loss: 0.0311426 | val_loss: 0.0311582 | Time: 1605.14 ms
[2021-01-21 14:51:04 main:574] : INFO : Epoch 1937 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 1597.67 ms
[2021-01-21 14:51:06 main:574] : INFO : Epoch 1938 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 1585.95 ms
[2021-01-21 14:51:07 main:574] : INFO : Epoch 1939 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 1580.32 ms
[2021-01-21 14:51:09 main:574] : INFO : Epoch 1940 | loss: 0.0311434 | val_loss: 0.031157 | Time: 1575.39 ms
[2021-01-21 14:51:10 main:574] : INFO : Epoch 1941 | loss: 0.0311432 | val_loss: 0.0311574 | Time: 1576.82 ms
[2021-01-21 14:51:12 main:574] : INFO : Epoch 1942 | loss: 0.0311447 | val_loss: 0.0311617 | Time: 1601.82 ms
[2021-01-21 14:51:14 main:574] : INFO : Epoch 1943 | loss: 0.0311455 | val_loss: 0.0311565 | Time: 1557.8 ms
[2021-01-21 14:51:15 main:574] : INFO : Epoch 1944 | loss: 0.0311438 | val_loss: 0.0311555 | Time: 1595.3 ms
[2021-01-21 14:51:17 main:574] : INFO : Epoch 1945 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 1576.44 ms
[2021-01-21 14:51:18 main:574] : INFO : Epoch 1946 | loss: 0.0311465 | val_loss: 0.031156 | Time: 1638.82 ms
[2021-01-21 14:51:20 main:574] : INFO : Epoch 1947 | loss: 0.0311464 | val_loss: 0.0311587 | Time: 1589.15 ms
[2021-01-21 14:51:22 main:574] : INFO : Epoch 1948 | loss: 0.0311475 | val_loss: 0.0311552 | Time: 1594.04 ms
[2021-01-21 14:51:23 main:574] : INFO : Epoch 1949 | loss: 0.0311457 | val_loss: 0.0311561 | Time: 1586.15 ms
[2021-01-21 14:51:25 main:574] : INFO : Epoch 1950 | loss: 0.031145 | val_loss: 0.0311564 | Time: 1619.49 ms
[2021-01-21 14:51:26 main:574] : INFO : Epoch 1951 | loss: 0.0311437 | val_loss: 0.0311567 | Time: 1572.55 ms
[2021-01-21 14:51:28 main:574] : INFO : Epoch 1952 | loss: 0.0311452 | val_loss: 0.0311564 | Time: 1605.1 ms
[2021-01-21 14:51:30 main:574] : INFO : Epoch 1953 | loss: 0.0311462 | val_loss: 0.0311556 | Time: 1580.19 ms
[2021-01-21 14:51:31 main:574] : INFO : Epoch 1954 | loss: 0.0311465 | val_loss: 0.0311572 | Time: 1609.74 ms
[2021-01-21 14:51:33 main:574] : INFO : Epoch 1955 | loss: 0.0311455 | val_loss: 0.031155 | Time: 1604.5 ms
[2021-01-21 14:51:34 main:574] : INFO : Epoch 1956 | loss: 0.0311446 | val_loss: 0.0311555 | Time: 1548.69 ms
[2021-01-21 14:51:36 main:574] : INFO : Epoch 1957 | loss: 0.0311448 | val_loss: 0.0311589 | Time: 1621.31 ms
[2021-01-21 14:51:38 main:574] : INFO : Epoch 1958 | loss: 0.0311444 | val_loss: 0.0311562 | Time: 1575.29 ms
[2021-01-21 14:51:39 main:574] : INFO : Epoch 1959 | loss: 0.0311427 | val_loss: 0.0311555 | Time: 1607.94 ms
[2021-01-21 14:51:41 main:574] : INFO : Epoch 1960 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 1592.54 ms
[2021-01-21 14:51:43 main:574] : INFO : Epoch 1961 | loss: 0.031143 | val_loss: 0.031158 | Time: 1603.92 ms
[2021-01-21 14:51:44 main:574] : INFO : Epoch 1962 | loss: 0.0311449 | val_loss: 0.0311553 | Time: 1567.69 ms
[2021-01-21 14:51:46 main:574] : INFO : Epoch 1963 | loss: 0.0311439 | val_loss: 0.0311566 | Time: 1567 ms
[2021-01-21 14:51:47 main:574] : INFO : Epoch 1964 | loss: 0.0311467 | val_loss: 0.0311588 | Time: 1554.5 ms
[2021-01-21 14:51:49 main:574] : INFO : Epoch 1965 | loss: 0.0311499 | val_loss: 0.031159 | Time: 1574.74 ms
[2021-01-21 14:51:50 main:574] : INFO : Epoch 1966 | loss: 0.0311512 | val_loss: 0.0311595 | Time: 1589.03 ms
[2021-01-21 14:51:52 main:574] : INFO : Epoch 1967 | loss: 0.0311495 | val_loss: 0.0311597 | Time: 1585.41 ms
[2021-01-21 14:51:54 main:574] : INFO : Epoch 1968 | loss: 0.0311487 | val_loss: 0.031158 | Time: 1641.92 ms
[2021-01-21 14:51:55 main:574] : INFO : Epoch 1969 | loss: 0.0311487 | val_loss: 0.0311609 | Time: 1581.4 ms
[2021-01-21 14:51:57 main:574] : INFO : Epoch 1970 | loss: 0.0311481 | val_loss: 0.0311604 | Time: 1592.91 ms
[2021-01-21 14:51:58 main:574] : INFO : Epoch 1971 | loss: 0.0311466 | val_loss: 0.0311562 | Time: 1575.54 ms
[2021-01-21 14:52:00 main:574] : INFO : Epoch 1972 | loss: 0.0311456 | val_loss: 0.0311563 | Time: 1603.67 ms
[2021-01-21 14:52:02 main:574] : INFO : Epoch 1973 | loss: 0.0311444 | val_loss: 0.0311563 | Time: 1592.71 ms
[2021-01-21 14:52:03 main:574] : INFO : Epoch 1974 | loss: 0.0311442 | val_loss: 0.0311567 | Time: 1557.69 ms
[2021-01-21 14:52:05 main:574] : INFO : Epoch 1975 | loss: 0.0311467 | val_loss: 0.0311578 | Time: 1598.24 ms
[2021-01-21 14:52:06 main:574] : INFO : Epoch 1976 | loss: 0.0311463 | val_loss: 0.0311552 | Time: 1582.59 ms
[2021-01-21 14:52:08 main:574] : INFO : Epoch 1977 | loss: 0.0311445 | val_loss: 0.0311555 | Time: 1560.54 ms
[2021-01-21 14:52:10 main:574] : INFO : Epoch 1978 | loss: 0.031144 | val_loss: 0.0311564 | Time: 1595.53 ms
[2021-01-21 14:52:11 main:574] : INFO : Epoch 1979 | loss: 0.0311451 | val_loss: 0.031157 | Time: 1584.18 ms
[2021-01-21 14:52:13 main:574] : INFO : Epoch 1980 | loss: 0.0311444 | val_loss: 0.0311619 | Time: 1579.55 ms
[2021-01-21 14:52:14 main:574] : INFO : Epoch 1981 | loss: 0.031147 | val_loss: 0.0311547 | Time: 1613.34 ms
[2021-01-21 14:52:16 main:574] : INFO : Epoch 1982 | loss: 0.0311434 | val_loss: 0.0311595 | Time: 1603.27 ms
[2021-01-21 14:52:18 main:574] : INFO : Epoch 1983 | loss: 0.0311433 | val_loss: 0.0311568 | Time: 1607.4 ms
[2021-01-21 14:52:19 main:574] : INFO : Epoch 1984 | loss: 0.0311428 | val_loss: 0.031159 | Time: 1577.99 ms
[2021-01-21 14:52:21 main:574] : INFO : Epoch 1985 | loss: 0.0311445 | val_loss: 0.0311577 | Time: 1577.82 ms
[2021-01-21 14:52:22 main:574] : INFO : Epoch 1986 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 1563.07 ms
[2021-01-21 14:52:24 main:574] : INFO : Epoch 1987 | loss: 0.0311416 | val_loss: 0.0311563 | Time: 1577.81 ms
[2021-01-21 14:52:26 main:574] : INFO : Epoch 1988 | loss: 0.0311417 | val_loss: 0.0311567 | Time: 1586.19 ms
[2021-01-21 14:52:27 main:574] : INFO : Epoch 1989 | loss: 0.0311435 | val_loss: 0.0311557 | Time: 1569.67 ms
[2021-01-21 14:52:29 main:574] : INFO : Epoch 1990 | loss: 0.0311453 | val_loss: 0.0311566 | Time: 1595.81 ms
[2021-01-21 14:52:30 main:574] : INFO : Epoch 1991 | loss: 0.0311457 | val_loss: 0.0311622 | Time: 1580.54 ms
[2021-01-21 14:52:32 main:574] : INFO : Epoch 1992 | loss: 0.0311439 | val_loss: 0.0311591 | Time: 1538.27 ms
[2021-01-21 14:52:34 main:574] : INFO : Epoch 1993 | loss: 0.0311421 | val_loss: 0.0311551 | Time: 1593.58 ms
[2021-01-21 14:52:35 main:574] : INFO : Epoch 1994 | loss: 0.0311412 | val_loss: 0.0311562 | Time: 1619.12 ms
[2021-01-21 14:52:37 main:574] : INFO : Epoch 1995 | loss: 0.0311417 | val_loss: 0.0311545 | Time: 1564.38 ms
[2021-01-21 14:52:38 main:574] : INFO : Epoch 1996 | loss: 0.0311406 | val_loss: 0.0311581 | Time: 1581.02 ms
[2021-01-21 14:52:40 main:574] : INFO : Epoch 1997 | loss: 0.0311421 | val_loss: 0.0311562 | Time: 1589.98 ms
[2021-01-21 14:52:42 main:574] : INFO : Epoch 1998 | loss: 0.0311412 | val_loss: 0.0311562 | Time: 1581.83 ms
[2021-01-21 14:52:43 main:574] : INFO : Epoch 1999 | loss: 0.0311415 | val_loss: 0.0311557 | Time: 1626.42 ms
[2021-01-21 14:52:45 main:574] : INFO : Epoch 2000 | loss: 0.0311434 | val_loss: 0.0311555 | Time: 1607.03 ms
[2021-01-21 14:52:46 main:574] : INFO : Epoch 2001 | loss: 0.0311434 | val_loss: 0.0311724 | Time: 1594.48 ms
[2021-01-21 14:52:48 main:574] : INFO : Epoch 2002 | loss: 0.0311501 | val_loss: 0.0311559 | Time: 1595.44 ms
[2021-01-21 14:52:50 main:574] : INFO : Epoch 2003 | loss: 0.031147 | val_loss: 0.0311565 | Time: 1598.33 ms
[2021-01-21 14:52:51 main:574] : INFO : Epoch 2004 | loss: 0.0311467 | val_loss: 0.0311615 | Time: 1582.55 ms
[2021-01-21 14:52:53 main:574] : INFO : Epoch 2005 | loss: 0.0311513 | val_loss: 0.0311726 | Time: 1617.03 ms
[2021-01-21 14:52:54 main:574] : INFO : Epoch 2006 | loss: 0.0311468 | val_loss: 0.031159 | Time: 1576.93 ms
[2021-01-21 14:52:56 main:574] : INFO : Epoch 2007 | loss: 0.0311439 | val_loss: 0.0311631 | Time: 1569.88 ms
[2021-01-21 14:52:58 main:574] : INFO : Epoch 2008 | loss: 0.0311452 | val_loss: 0.0311557 | Time: 1600 ms
[2021-01-21 14:52:59 main:574] : INFO : Epoch 2009 | loss: 0.0311437 | val_loss: 0.0311581 | Time: 1589.93 ms
[2021-01-21 14:53:01 main:574] : INFO : Epoch 2010 | loss: 0.0311434 | val_loss: 0.0311611 | Time: 1736.25 ms
[2021-01-21 14:53:03 main:574] : INFO : Epoch 2011 | loss: 0.031145 | val_loss: 0.031162 | Time: 1697.07 ms
[2021-01-21 14:53:04 main:574] : INFO : Epoch 2012 | loss: 0.0311471 | val_loss: 0.0311601 | Time: 1592.29 ms
[2021-01-21 14:53:06 main:574] : INFO : Epoch 2013 | loss: 0.0311469 | val_loss: 0.0311654 | Time: 1687.78 ms
[2021-01-21 14:53:08 main:574] : INFO : Epoch 2014 | loss: 0.0311523 | val_loss: 0.031168 | Time: 1578.81 ms
[2021-01-21 14:53:09 main:574] : INFO : Epoch 2015 | loss: 0.0311505 | val_loss: 0.0311593 | Time: 1615.31 ms
[2021-01-21 14:53:11 main:574] : INFO : Epoch 2016 | loss: 0.0311509 | val_loss: 0.0311715 | Time: 1566.85 ms
[2021-01-21 14:53:12 main:574] : INFO : Epoch 2017 | loss: 0.0311523 | val_loss: 0.0311588 | Time: 1570.79 ms
[2021-01-21 14:53:14 main:574] : INFO : Epoch 2018 | loss: 0.0311473 | val_loss: 0.0311553 | Time: 1604.56 ms
[2021-01-21 14:53:16 main:574] : INFO : Epoch 2019 | loss: 0.0311446 | val_loss: 0.0311545 | Time: 1610.07 ms
[2021-01-21 14:53:17 main:574] : INFO : Epoch 2020 | loss: 0.0311441 | val_loss: 0.0311555 | Time: 1612.49 ms
[2021-01-21 14:53:19 main:574] : INFO : Epoch 2021 | loss: 0.0311439 | val_loss: 0.0311551 | Time: 1576.11 ms
[2021-01-21 14:53:20 main:574] : INFO : Epoch 2022 | loss: 0.0311442 | val_loss: 0.0311544 | Time: 1637.82 ms
[2021-01-21 14:53:22 main:574] : INFO : Epoch 2023 | loss: 0.0311448 | val_loss: 0.0311582 | Time: 1561.21 ms
[2021-01-21 14:53:24 main:574] : INFO : Epoch 2024 | loss: 0.0311468 | val_loss: 0.0311577 | Time: 1578.77 ms
[2021-01-21 14:53:25 main:574] : INFO : Epoch 2025 | loss: 0.0311442 | val_loss: 0.031159 | Time: 1603.51 ms
[2021-01-21 14:53:27 main:574] : INFO : Epoch 2026 | loss: 0.0311473 | val_loss: 0.0311581 | Time: 1595.69 ms
[2021-01-21 14:53:28 main:574] : INFO : Epoch 2027 | loss: 0.0311479 | val_loss: 0.0311597 | Time: 1596.25 ms
[2021-01-21 14:53:30 main:574] : INFO : Epoch 2028 | loss: 0.0311484 | val_loss: 0.031158 | Time: 1593.04 ms
[2021-01-21 14:53:32 main:574] : INFO : Epoch 2029 | loss: 0.0311483 | val_loss: 0.0311615 | Time: 1584.81 ms
[2021-01-21 14:53:33 main:574] : INFO : Epoch 2030 | loss: 0.0311472 | val_loss: 0.0311579 | Time: 1581.9 ms
[2021-01-21 14:53:35 main:574] : INFO : Epoch 2031 | loss: 0.0311472 | val_loss: 0.0311583 | Time: 1588.04 ms
[2021-01-21 14:53:36 main:574] : INFO : Epoch 2032 | loss: 0.0311471 | val_loss: 0.0311575 | Time: 1594.53 ms
[2021-01-21 14:53:38 main:574] : INFO : Epoch 2033 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 1596.35 ms
[2021-01-21 14:53:40 main:574] : INFO : Epoch 2034 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 1591.37 ms
[2021-01-21 14:53:41 main:574] : INFO : Epoch 2035 | loss: 0.0311487 | val_loss: 0.031155 | Time: 1632 ms
[2021-01-21 14:53:43 main:574] : INFO : Epoch 2036 | loss: 0.0311455 | val_loss: 0.0311546 | Time: 1602.35 ms
[2021-01-21 14:53:45 main:574] : INFO : Epoch 2037 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 1615.11 ms
[2021-01-21 14:53:46 main:574] : INFO : Epoch 2038 | loss: 0.0311453 | val_loss: 0.0311582 | Time: 1564.56 ms
[2021-01-21 14:53:48 main:574] : INFO : Epoch 2039 | loss: 0.0311468 | val_loss: 0.031155 | Time: 1557.52 ms
[2021-01-21 14:53:49 main:574] : INFO : Epoch 2040 | loss: 0.031146 | val_loss: 0.0311554 | Time: 1583.59 ms
[2021-01-21 14:53:51 main:574] : INFO : Epoch 2041 | loss: 0.0311464 | val_loss: 0.0311553 | Time: 1584.51 ms
[2021-01-21 14:53:52 main:574] : INFO : Epoch 2042 | loss: 0.0311463 | val_loss: 0.0311581 | Time: 1580.11 ms
[2021-01-21 14:53:54 main:574] : INFO : Epoch 2043 | loss: 0.0311465 | val_loss: 0.0311545 | Time: 1597.31 ms
[2021-01-21 14:53:56 main:574] : INFO : Epoch 2044 | loss: 0.0311459 | val_loss: 0.0311548 | Time: 1637.72 ms
[2021-01-21 14:53:57 main:574] : INFO : Epoch 2045 | loss: 0.0311475 | val_loss: 0.0311563 | Time: 1629.74 ms
[2021-01-21 14:53:59 main:574] : INFO : Epoch 2046 | loss: 0.0311466 | val_loss: 0.0311546 | Time: 1593.72 ms
[2021-01-21 14:54:01 main:574] : INFO : Epoch 2047 | loss: 0.0311454 | val_loss: 0.0311548 | Time: 1569.11 ms
[2021-01-21 14:54:02 main:574] : INFO : Epoch 2048 | loss: 0.031146 | val_loss: 0.0311607 | Time: 1612.06 ms
[2021-01-21 14:54:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311607
[2021-01-21 14:54:02 main:603] : INFO : Saving end state to config to file
[2021-01-21 14:54:02 main:608] : INFO : Success, exiting..
14:54:02 (15196): 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)