Task 14624498
| Name | ParityModified-1647047392-19621-3-0_1 |
| Workunit | 11423019 |
| Created | 19 Apr 2022, 0:22:02 UTC |
| Sent | 19 Apr 2022, 0:22:07 UTC |
| Report deadline | 27 Apr 2022, 0:22:07 UTC |
| Received | 19 Apr 2022, 22:28:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 58 min 18 sec |
| CPU time | 1 hours 58 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.25 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.18.1</core_client_version> <![CDATA[ <stderr_txt> -04-19 16:58:35 main:581] : INFO : Epoch 1538 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 3468.47 ms [2022-04-19 16:58:38 main:581] : INFO : Epoch 1539 | loss: 0.0311631 | val_loss: 0.031167 | Time: 3452.71 ms [2022-04-19 16:58:42 main:581] : INFO : Epoch 1540 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 3459.33 ms [2022-04-19 16:58:45 main:581] : INFO : Epoch 1541 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 3474.54 ms [2022-04-19 16:58:48 main:581] : INFO : Epoch 1542 | loss: 0.0311622 | val_loss: 0.0311671 | Time: 3451.84 ms [2022-04-19 16:58:52 main:581] : INFO : Epoch 1543 | loss: 0.0311633 | val_loss: 0.0311657 | Time: 3468.06 ms [2022-04-19 16:58:55 main:581] : INFO : Epoch 1544 | loss: 0.0311631 | val_loss: 0.0311646 | Time: 3462.75 ms [2022-04-19 16:58:59 main:581] : INFO : Epoch 1545 | loss: 0.0311631 | val_loss: 0.0311642 | Time: 3462.14 ms [2022-04-19 16:59:02 main:581] : INFO : Epoch 1546 | loss: 0.0311621 | val_loss: 0.0311651 | Time: 3461.89 ms [2022-04-19 16:59:06 main:581] : INFO : Epoch 1547 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 3474.42 ms [2022-04-19 16:59:09 main:581] : INFO : Epoch 1548 | loss: 0.0311615 | val_loss: 0.031165 | Time: 3471.72 ms [2022-04-19 16:59:13 main:581] : INFO : Epoch 1549 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 3455.63 ms [2022-04-19 16:59:16 main:581] : INFO : Epoch 1550 | loss: 0.0311618 | val_loss: 0.031165 | Time: 3455 ms [2022-04-19 16:59:20 main:581] : INFO : Epoch 1551 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 3447.63 ms [2022-04-19 16:59:23 main:581] : INFO : Epoch 1552 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 3473.44 ms [2022-04-19 16:59:27 main:581] : INFO : Epoch 1553 | loss: 0.03116 | val_loss: 0.0311655 | Time: 3462.5 ms [2022-04-19 16:59:30 main:581] : INFO : Epoch 1554 | loss: 0.0311605 | val_loss: 0.0311719 | Time: 3469.55 ms [2022-04-19 16:59:34 main:581] : INFO : Epoch 1555 | loss: 0.0311605 | val_loss: 0.0311668 | Time: 3469.62 ms [2022-04-19 16:59:37 main:581] : INFO : Epoch 1556 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 3458.66 ms [2022-04-19 16:59:40 main:581] : INFO : Epoch 1557 | loss: 0.0311597 | val_loss: 0.0311669 | Time: 3461.92 ms [2022-04-19 16:59:44 main:581] : INFO : Epoch 1558 | loss: 0.03116 | val_loss: 0.0311667 | Time: 3462.23 ms [2022-04-19 16:59:47 main:581] : INFO : Epoch 1559 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 3465.42 ms [2022-04-19 16:59:51 main:581] : INFO : Epoch 1560 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 3450.94 ms [2022-04-19 16:59:54 main:581] : INFO : Epoch 1561 | loss: 0.0311597 | val_loss: 0.0311659 | Time: 3468.43 ms [2022-04-19 16:59:58 main:581] : INFO : Epoch 1562 | loss: 0.0311594 | val_loss: 0.0311662 | Time: 3468.01 ms [2022-04-19 17:00:01 main:581] : INFO : Epoch 1563 | loss: 0.0311579 | val_loss: 0.0311656 | Time: 3451.15 ms [2022-04-19 17:00:05 main:581] : INFO : Epoch 1564 | loss: 0.0311578 | val_loss: 0.0311663 | Time: 3469.04 ms [2022-04-19 17:00:08 main:581] : INFO : Epoch 1565 | loss: 0.0311582 | val_loss: 0.0311667 | Time: 3463.74 ms [2022-04-19 17:00:12 main:581] : INFO : Epoch 1566 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 3456.21 ms [2022-04-19 17:00:15 main:581] : INFO : Epoch 1567 | loss: 0.0311572 | val_loss: 0.031166 | Time: 3466.4 ms [2022-04-19 17:00:19 main:581] : INFO : Epoch 1568 | loss: 0.0311582 | val_loss: 0.031165 | Time: 3460.57 ms [2022-04-19 17:00:22 main:581] : INFO : Epoch 1569 | loss: 0.0311615 | val_loss: 0.0311692 | Time: 3471.46 ms [2022-04-19 17:00:25 main:581] : INFO : Epoch 1570 | loss: 0.0311613 | val_loss: 0.0311672 | Time: 3462.78 ms [2022-04-19 17:00:29 main:581] : INFO : Epoch 1571 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 3465.78 ms [2022-04-19 17:00:32 main:581] : INFO : Epoch 1572 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 3455.54 ms [2022-04-19 17:00:36 main:581] : INFO : Epoch 1573 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 3459.75 ms [2022-04-19 17:00:39 main:581] : INFO : Epoch 1574 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 3463.05 ms [2022-04-19 17:00:43 main:581] : INFO : Epoch 1575 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 3468.12 ms [2022-04-19 17:00:46 main:581] : INFO : Epoch 1576 | loss: 0.0311594 | val_loss: 0.031167 | Time: 3463.24 ms [2022-04-19 17:00:50 main:581] : INFO : Epoch 1577 | loss: 0.0311587 | val_loss: 0.0311662 | Time: 3468.18 ms [2022-04-19 17:00:53 main:581] : INFO : Epoch 1578 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 3464.03 ms [2022-04-19 17:00:57 main:581] : INFO : Epoch 1579 | loss: 0.0311603 | val_loss: 0.0311654 | Time: 3454.2 ms [2022-04-19 17:01:00 main:581] : INFO : Epoch 1580 | loss: 0.0311604 | val_loss: 0.0311648 | Time: 3465.42 ms [2022-04-19 17:01:04 main:581] : INFO : Epoch 1581 | loss: 0.0311618 | val_loss: 0.0311667 | Time: 3449.73 ms [2022-04-19 17:01:07 main:581] : INFO : Epoch 1582 | loss: 0.0311619 | val_loss: 0.0311665 | Time: 3468.7 ms [2022-04-19 17:01:10 main:581] : INFO : Epoch 1583 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 3473.46 ms [2022-04-19 17:01:14 main:581] : INFO : Epoch 1584 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 3454.38 ms [2022-04-19 17:01:17 main:581] : INFO : Epoch 1585 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 3469.17 ms [2022-04-19 17:01:21 main:581] : INFO : Epoch 1586 | loss: 0.0311633 | val_loss: 0.0311671 | Time: 3457.39 ms [2022-04-19 17:01:24 main:581] : INFO : Epoch 1587 | loss: 0.0311642 | val_loss: 0.0311677 | Time: 3457.34 ms [2022-04-19 17:01:28 main:581] : INFO : Epoch 1588 | loss: 0.031163 | val_loss: 0.0311673 | Time: 3462.23 ms [2022-04-19 17:01:31 main:581] : INFO : Epoch 1589 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 3477.2 ms [2022-04-19 17:01:35 main:581] : INFO : Epoch 1590 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 3472.8 ms [2022-04-19 17:01:38 main:581] : INFO : Epoch 1591 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 3459.31 ms [2022-04-19 17:01:42 main:581] : INFO : Epoch 1592 | loss: 0.0311647 | val_loss: 0.0311705 | Time: 3457.03 ms [2022-04-19 17:01:45 main:581] : INFO : Epoch 1593 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 3456.33 ms [2022-04-19 17:01:49 main:581] : INFO : Epoch 1594 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 3472.04 ms [2022-04-19 17:01:52 main:581] : INFO : Epoch 1595 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 3463.28 ms [2022-04-19 17:01:56 main:581] : INFO : Epoch 1596 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 3469.14 ms [2022-04-19 17:01:59 main:581] : INFO : Epoch 1597 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 3464.08 ms [2022-04-19 17:02:02 main:581] : INFO : Epoch 1598 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 3469.52 ms [2022-04-19 17:02:06 main:581] : INFO : Epoch 1599 | loss: 0.0311592 | val_loss: 0.0311656 | Time: 3458.12 ms [2022-04-19 17:02:09 main:581] : INFO : Epoch 1600 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 3465.62 ms [2022-04-19 17:02:13 main:581] : INFO : Epoch 1601 | loss: 0.0311605 | val_loss: 0.0311708 | Time: 3469.88 ms [2022-04-19 17:02:16 main:581] : INFO : Epoch 1602 | loss: 0.0311598 | val_loss: 0.0311657 | Time: 3455 ms [2022-04-19 17:02:20 main:581] : INFO : Epoch 1603 | loss: 0.031158 | val_loss: 0.0311657 | Time: 3466.67 ms [2022-04-19 17:02:23 main:581] : INFO : Epoch 1604 | loss: 0.0311596 | val_loss: 0.0311661 | Time: 3461.48 ms [2022-04-19 17:02:27 main:581] : INFO : Epoch 1605 | loss: 0.0311596 | val_loss: 0.0311728 | Time: 3459.43 ms [2022-04-19 17:02:30 main:581] : INFO : Epoch 1606 | loss: 0.0311609 | val_loss: 0.0311665 | Time: 3465.53 ms [2022-04-19 17:02:34 main:581] : INFO : Epoch 1607 | loss: 0.0311589 | val_loss: 0.0311641 | Time: 3458.77 ms [2022-04-19 17:02:37 main:581] : INFO : Epoch 1608 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 3462.05 ms [2022-04-19 17:02:41 main:581] : INFO : Epoch 1609 | loss: 0.0311632 | val_loss: 0.0311678 | Time: 3457.22 ms [2022-04-19 17:02:44 main:581] : INFO : Epoch 1610 | loss: 0.0311595 | val_loss: 0.0311638 | Time: 3470.02 ms [2022-04-19 17:02:47 main:581] : INFO : Epoch 1611 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 3473.44 ms [2022-04-19 17:02:51 main:581] : INFO : Epoch 1612 | loss: 0.0311611 | val_loss: 0.0311656 | Time: 3465.19 ms [2022-04-19 17:02:54 main:581] : INFO : Epoch 1613 | loss: 0.0311594 | val_loss: 0.0311649 | Time: 3461.25 ms [2022-04-19 17:02:58 main:581] : INFO : Epoch 1614 | loss: 0.0311585 | val_loss: 0.031166 | Time: 3452.16 ms [2022-04-19 17:03:01 main:581] : INFO : Epoch 1615 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 3462.99 ms [2022-04-19 17:03:05 main:581] : INFO : Epoch 1616 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 3456.7 ms [2022-04-19 17:03:08 main:581] : INFO : Epoch 1617 | loss: 0.0311577 | val_loss: 0.0311649 | Time: 3467.27 ms [2022-04-19 17:03:12 main:581] : INFO : Epoch 1618 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 3462.37 ms [2022-04-19 17:03:15 main:581] : INFO : Epoch 1619 | loss: 0.0311579 | val_loss: 0.0311647 | Time: 3471.28 ms [2022-04-19 17:03:19 main:581] : INFO : Epoch 1620 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 3464.73 ms [2022-04-19 17:03:22 main:581] : INFO : Epoch 1621 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 3457.18 ms [2022-04-19 17:03:26 main:581] : INFO : Epoch 1622 | loss: 0.031158 | val_loss: 0.0311648 | Time: 3469.11 ms [2022-04-19 17:03:29 main:581] : INFO : Epoch 1623 | loss: 0.0311582 | val_loss: 0.0311658 | Time: 3447.49 ms [2022-04-19 17:03:32 main:581] : INFO : Epoch 1624 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 3468.36 ms [2022-04-19 17:03:36 main:581] : INFO : Epoch 1625 | loss: 0.0311602 | val_loss: 0.031164 | Time: 3469.92 ms [2022-04-19 17:03:39 main:581] : INFO : Epoch 1626 | loss: 0.0311588 | val_loss: 0.0311618 | Time: 3450.85 ms [2022-04-19 17:03:43 main:581] : INFO : Epoch 1627 | loss: 0.0311611 | val_loss: 0.0311664 | Time: 3464.89 ms [2022-04-19 17:03:46 main:581] : INFO : Epoch 1628 | loss: 0.0311653 | val_loss: 0.0311646 | Time: 3455.06 ms [2022-04-19 17:03:50 main:581] : INFO : Epoch 1629 | loss: 0.0311623 | val_loss: 0.0311665 | Time: 3462.45 ms [2022-04-19 17:03:53 main:581] : INFO : Epoch 1630 | loss: 0.031164 | val_loss: 0.0311663 | Time: 3463.79 ms [2022-04-19 17:03:57 main:581] : INFO : Epoch 1631 | loss: 0.0311613 | val_loss: 0.0311633 | Time: 3474.55 ms [2022-04-19 17:04:00 main:581] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.0311644 | Time: 3473.33 ms [2022-04-19 17:04:04 main:581] : INFO : Epoch 1633 | loss: 0.0311614 | val_loss: 0.0311643 | Time: 3466.53 ms [2022-04-19 17:04:07 main:581] : INFO : Epoch 1634 | loss: 0.0311605 | val_loss: 0.031165 | Time: 3459.31 ms [2022-04-19 17:04:11 main:581] : INFO : Epoch 1635 | loss: 0.0311639 | val_loss: 0.031171 | Time: 3457.14 ms [2022-04-19 17:04:14 main:581] : INFO : Epoch 1636 | loss: 0.0311655 | val_loss: 0.031165 | Time: 3466.31 ms [2022-04-19 17:04:18 main:581] : INFO : Epoch 1637 | loss: 0.0311631 | val_loss: 0.0311643 | Time: 3460.08 ms [2022-04-19 17:04:21 main:581] : INFO : Epoch 1638 | loss: 0.0311612 | val_loss: 0.0311636 | Time: 3468.24 ms [2022-04-19 17:04:24 main:581] : INFO : Epoch 1639 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 3466.45 ms [2022-04-19 17:04:28 main:581] : INFO : Epoch 1640 | loss: 0.0311621 | val_loss: 0.0311698 | Time: 3469.8 ms [2022-04-19 17:04:31 main:581] : INFO : Epoch 1641 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 3461.93 ms [2022-04-19 17:04:35 main:581] : INFO : Epoch 1642 | loss: 0.0311617 | val_loss: 0.0311651 | Time: 3460.49 ms [2022-04-19 17:04:38 main:581] : INFO : Epoch 1643 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 3469.06 ms [2022-04-19 17:04:42 main:581] : INFO : Epoch 1644 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 3450.84 ms [2022-04-19 17:04:45 main:581] : INFO : Epoch 1645 | loss: 0.0311575 | val_loss: 0.0311648 | Time: 3470.23 ms [2022-04-19 17:04:49 main:581] : INFO : Epoch 1646 | loss: 0.0311572 | val_loss: 0.031164 | Time: 3467.63 ms [2022-04-19 17:04:52 main:581] : INFO : Epoch 1647 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 3457.41 ms [2022-04-19 17:04:56 main:581] : INFO : Epoch 1648 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 3466.45 ms [2022-04-19 17:04:59 main:581] : INFO : Epoch 1649 | loss: 0.0311585 | val_loss: 0.0311677 | Time: 3462.39 ms [2022-04-19 17:05:03 main:581] : INFO : Epoch 1650 | loss: 0.0311586 | val_loss: 0.0311684 | Time: 3465.23 ms [2022-04-19 17:05:06 main:581] : INFO : Epoch 1651 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 3460.32 ms [2022-04-19 17:05:09 main:581] : INFO : Epoch 1652 | loss: 0.0311592 | val_loss: 0.0311633 | Time: 3470.1 ms [2022-04-19 17:05:13 main:581] : INFO : Epoch 1653 | loss: 0.0311585 | val_loss: 0.0311634 | Time: 3462.75 ms [2022-04-19 17:05:16 main:581] : INFO : Epoch 1654 | loss: 0.0311587 | val_loss: 0.0311631 | Time: 3467.41 ms [2022-04-19 17:05:20 main:581] : INFO : Epoch 1655 | loss: 0.0311607 | val_loss: 0.0311629 | Time: 3457.34 ms [2022-04-19 17:05:23 main:581] : INFO : Epoch 1656 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 3458.95 ms [2022-04-19 17:05:27 main:581] : INFO : Epoch 1657 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 3456.54 ms [2022-04-19 17:05:30 main:581] : INFO : Epoch 1658 | loss: 0.0311592 | val_loss: 0.0311639 | Time: 3458.28 ms [2022-04-19 17:05:34 main:581] : INFO : Epoch 1659 | loss: 0.0311577 | val_loss: 0.031166 | Time: 3472.97 ms [2022-04-19 17:05:37 main:581] : INFO : Epoch 1660 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 3463.83 ms [2022-04-19 17:05:41 main:581] : INFO : Epoch 1661 | loss: 0.0311598 | val_loss: 0.0311643 | Time: 3466.3 ms [2022-04-19 17:05:44 main:581] : INFO : Epoch 1662 | loss: 0.0311584 | val_loss: 0.0311626 | Time: 3458.4 ms [2022-04-19 17:05:48 main:581] : INFO : Epoch 1663 | loss: 0.0311581 | val_loss: 0.0311633 | Time: 3464.68 ms [2022-04-19 17:05:51 main:581] : INFO : Epoch 1664 | loss: 0.0311584 | val_loss: 0.0311636 | Time: 3462.36 ms [2022-04-19 17:05:54 main:581] : INFO : Epoch 1665 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 3448.07 ms [2022-04-19 17:05:58 main:581] : INFO : Epoch 1666 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 3468.96 ms [2022-04-19 17:06:01 main:581] : INFO : Epoch 1667 | loss: 0.0311612 | val_loss: 0.031164 | Time: 3472.56 ms [2022-04-19 17:06:05 main:581] : INFO : Epoch 1668 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 3454.88 ms [2022-04-19 17:06:08 main:581] : INFO : Epoch 1669 | loss: 0.031165 | val_loss: 0.0311691 | Time: 3465.89 ms [2022-04-19 17:06:12 main:581] : INFO : Epoch 1670 | loss: 0.0311664 | val_loss: 0.0311656 | Time: 3458.3 ms [2022-04-19 17:06:15 main:581] : INFO : Epoch 1671 | loss: 0.0311662 | val_loss: 0.0311659 | Time: 3462.78 ms [2022-04-19 17:06:19 main:581] : INFO : Epoch 1672 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 3464.75 ms [2022-04-19 17:06:22 main:581] : INFO : Epoch 1673 | loss: 0.031163 | val_loss: 0.0311664 | Time: 3474.89 ms [2022-04-19 17:06:26 main:581] : INFO : Epoch 1674 | loss: 0.0311635 | val_loss: 0.0311655 | Time: 3465.33 ms [2022-04-19 17:06:29 main:581] : INFO : Epoch 1675 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 3466.31 ms [2022-04-19 17:06:33 main:581] : INFO : Epoch 1676 | loss: 0.0311605 | val_loss: 0.0311654 | Time: 3455 ms [2022-04-19 17:06:36 main:581] : INFO : Epoch 1677 | loss: 0.0311608 | val_loss: 0.0311625 | Time: 3459.2 ms [2022-04-19 17:06:40 main:581] : INFO : Epoch 1678 | loss: 0.0311605 | val_loss: 0.0311653 | Time: 3464.15 ms [2022-04-19 17:06:43 main:581] : INFO : Epoch 1679 | loss: 0.0311611 | val_loss: 0.0311652 | Time: 3451.34 ms [2022-04-19 17:06:46 main:581] : INFO : Epoch 1680 | loss: 0.0311613 | val_loss: 0.0311638 | Time: 3467.41 ms [2022-04-19 17:06:50 main:581] : INFO : Epoch 1681 | loss: 0.0311594 | val_loss: 0.0311664 | Time: 3465.54 ms [2022-04-19 17:06:53 main:581] : INFO : Epoch 1682 | loss: 0.0311612 | val_loss: 0.0311644 | Time: 3470.44 ms [2022-04-19 17:06:57 main:581] : INFO : Epoch 1683 | loss: 0.0311605 | val_loss: 0.0311631 | Time: 3459.58 ms [2022-04-19 17:07:00 main:581] : INFO : Epoch 1684 | loss: 0.0311601 | val_loss: 0.031164 | Time: 3468.67 ms [2022-04-19 17:07:04 main:581] : INFO : Epoch 1685 | loss: 0.0311615 | val_loss: 0.0311655 | Time: 3469.63 ms [2022-04-19 17:07:07 main:581] : INFO : Epoch 1686 | loss: 0.0311598 | val_loss: 0.0311639 | Time: 3451.26 ms [2022-04-19 17:07:11 main:581] : INFO : Epoch 1687 | loss: 0.03116 | val_loss: 0.0311645 | Time: 3468.76 ms [2022-04-19 17:07:14 main:581] : INFO : Epoch 1688 | loss: 0.0311591 | val_loss: 0.0311634 | Time: 3462.56 ms [2022-04-19 17:07:18 main:581] : INFO : Epoch 1689 | loss: 0.0311591 | val_loss: 0.0311651 | Time: 3456.02 ms [2022-04-19 17:07:21 main:581] : INFO : Epoch 1690 | loss: 0.0311608 | val_loss: 0.0311617 | Time: 3467.57 ms [2022-04-19 17:07:25 main:581] : INFO : Epoch 1691 | loss: 0.0311593 | val_loss: 0.0311605 | Time: 3469.51 ms [2022-04-19 17:07:28 main:581] : INFO : Epoch 1692 | loss: 0.0311576 | val_loss: 0.0311616 | Time: 3462.23 ms [2022-04-19 17:07:31 main:581] : INFO : Epoch 1693 | loss: 0.0311598 | val_loss: 0.0311642 | Time: 3464.81 ms [2022-04-19 17:07:35 main:581] : INFO : Epoch 1694 | loss: 0.0311648 | val_loss: 0.0311697 | Time: 3469.58 ms [2022-04-19 17:07:38 main:581] : INFO : Epoch 1695 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 3467.21 ms [2022-04-19 17:07:42 main:581] : INFO : Epoch 1696 | loss: 0.031175 | val_loss: 0.031175 | Time: 3468.09 ms [2022-04-19 17:07:45 main:581] : INFO : Epoch 1697 | loss: 0.0311754 | val_loss: 0.031174 | Time: 3463 ms [2022-04-19 17:07:49 main:581] : INFO : Epoch 1698 | loss: 0.0311729 | val_loss: 0.0311699 | Time: 3454.81 ms [2022-04-19 17:07:52 main:581] : INFO : Epoch 1699 | loss: 0.0311691 | val_loss: 0.0311677 | Time: 3458.62 ms [2022-04-19 17:07:56 main:581] : INFO : Epoch 1700 | loss: 0.0311669 | val_loss: 0.0311667 | Time: 3459.29 ms [2022-04-19 17:07:59 main:581] : INFO : Epoch 1701 | loss: 0.0311651 | val_loss: 0.0311669 | Time: 3470.39 ms [2022-04-19 17:08:03 main:581] : INFO : Epoch 1702 | loss: 0.0311653 | val_loss: 0.0311713 | Time: 3468.54 ms [2022-04-19 17:08:06 main:581] : INFO : Epoch 1703 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 3471.72 ms [2022-04-19 17:08:10 main:581] : INFO : Epoch 1704 | loss: 0.0311654 | val_loss: 0.0311656 | Time: 3459.16 ms [2022-04-19 17:08:13 main:581] : INFO : Epoch 1705 | loss: 0.0311649 | val_loss: 0.0311659 | Time: 3465.77 ms [2022-04-19 17:08:17 main:581] : INFO : Epoch 1706 | loss: 0.0311663 | val_loss: 0.0311669 | Time: 3464.48 ms [2022-04-19 17:08:20 main:581] : INFO : Epoch 1707 | loss: 0.0311691 | val_loss: 0.0311656 | Time: 3453 ms [2022-04-19 17:08:23 main:581] : INFO : Epoch 1708 | loss: 0.031166 | val_loss: 0.0311637 | Time: 3472 ms [2022-04-19 17:08:27 main:581] : INFO : Epoch 1709 | loss: 0.0311681 | val_loss: 0.0311678 | Time: 3475.32 ms [2022-04-19 17:08:30 main:581] : INFO : Epoch 1710 | loss: 0.0311669 | val_loss: 0.0311651 | Time: 3454.28 ms [2022-04-19 17:08:34 main:581] : INFO : Epoch 1711 | loss: 0.0311647 | val_loss: 0.0311667 | Time: 3466.91 ms [2022-04-19 17:08:37 main:581] : INFO : Epoch 1712 | loss: 0.0311636 | val_loss: 0.0311628 | Time: 3463.28 ms [2022-04-19 17:08:41 main:581] : INFO : Epoch 1713 | loss: 0.0311621 | val_loss: 0.0311639 | Time: 3462.4 ms [2022-04-19 17:08:44 main:581] : INFO : Epoch 1714 | loss: 0.0311628 | val_loss: 0.0311646 | Time: 3467.61 ms [2022-04-19 17:08:48 main:581] : INFO : Epoch 1715 | loss: 0.0311621 | val_loss: 0.0311627 | Time: 3475.74 ms [2022-04-19 17:08:51 main:581] : INFO : Epoch 1716 | loss: 0.0311612 | val_loss: 0.0311625 | Time: 3463.09 ms [2022-04-19 17:08:55 main:581] : INFO : Epoch 1717 | loss: 0.0311604 | val_loss: 0.0311626 | Time: 3465.02 ms [2022-04-19 17:08:58 main:581] : INFO : Epoch 1718 | loss: 0.0311618 | val_loss: 0.0311626 | Time: 3451.72 ms [2022-04-19 17:09:02 main:581] : INFO : Epoch 1719 | loss: 0.0311641 | val_loss: 0.0311627 | Time: 3459.88 ms [2022-04-19 17:09:05 main:581] : INFO : Epoch 1720 | loss: 0.0311619 | val_loss: 0.0311628 | Time: 3464.1 ms [2022-04-19 17:09:08 main:581] : INFO : Epoch 1721 | loss: 0.0311636 | val_loss: 0.0311644 | Time: 3464.04 ms [2022-04-19 17:09:12 main:581] : INFO : Epoch 1722 | loss: 0.031161 | val_loss: 0.0311619 | Time: 3470.71 ms [2022-04-19 17:09:15 main:581] : INFO : Epoch 1723 | loss: 0.0311619 | val_loss: 0.0311657 | Time: 3464.5 ms [2022-04-19 17:09:19 main:581] : INFO : Epoch 1724 | loss: 0.0311613 | val_loss: 0.0311622 | Time: 3471.5 ms [2022-04-19 17:09:22 main:581] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311618 | Time: 3454.17 ms [2022-04-19 17:09:26 main:581] : INFO : Epoch 1726 | loss: 0.0311598 | val_loss: 0.0311619 | Time: 3463.25 ms [2022-04-19 17:09:29 main:581] : INFO : Epoch 1727 | loss: 0.0311591 | val_loss: 0.0311632 | Time: 3463.3 ms [2022-04-19 17:09:33 main:581] : INFO : Epoch 1728 | loss: 0.03116 | val_loss: 0.0311671 | Time: 3449.29 ms [2022-04-19 17:09:36 main:581] : INFO : Epoch 1729 | loss: 0.031159 | val_loss: 0.0311591 | Time: 3469.27 ms [2022-04-19 17:09:40 main:581] : INFO : Epoch 1730 | loss: 0.0311576 | val_loss: 0.0311589 | Time: 3459.81 ms [2022-04-19 17:09:43 main:581] : INFO : Epoch 1731 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 3457.75 ms [2022-04-19 17:09:47 main:581] : INFO : Epoch 1732 | loss: 0.0311591 | val_loss: 0.0311601 | Time: 3465.92 ms [2022-04-19 17:09:50 main:581] : INFO : Epoch 1733 | loss: 0.0311576 | val_loss: 0.0311584 | Time: 3463.94 ms [2022-04-19 17:09:53 main:581] : INFO : Epoch 1734 | loss: 0.0311562 | val_loss: 0.0311569 | Time: 3461.83 ms [2022-04-19 17:09:57 main:581] : INFO : Epoch 1735 | loss: 0.0311552 | val_loss: 0.0311574 | Time: 3466.68 ms [2022-04-19 17:10:00 main:581] : INFO : Epoch 1736 | loss: 0.0311576 | val_loss: 0.0311587 | Time: 3470 ms [2022-04-19 17:10:04 main:581] : INFO : Epoch 1737 | loss: 0.0311577 | val_loss: 0.0311621 | Time: 3467.34 ms [2022-04-19 17:10:07 main:581] : INFO : Epoch 1738 | loss: 0.031158 | val_loss: 0.0311595 | Time: 3463.11 ms [2022-04-19 17:10:11 main:581] : INFO : Epoch 1739 | loss: 0.0311564 | val_loss: 0.0311566 | Time: 3464.07 ms [2022-04-19 17:10:14 main:581] : INFO : Epoch 1740 | loss: 0.0311552 | val_loss: 0.0311576 | Time: 3458.14 ms [2022-04-19 17:10:18 main:581] : INFO : Epoch 1741 | loss: 0.0311554 | val_loss: 0.0311575 | Time: 3460.04 ms [2022-04-19 17:10:21 main:581] : INFO : Epoch 1742 | loss: 0.031154 | val_loss: 0.0311616 | Time: 3469.43 ms [2022-04-19 17:10:25 main:581] : INFO : Epoch 1743 | loss: 0.0311546 | val_loss: 0.0311586 | Time: 3472.54 ms [2022-04-19 17:10:28 main:581] : INFO : Epoch 1744 | loss: 0.0311549 | val_loss: 0.0311594 | Time: 3466.46 ms [2022-04-19 17:10:32 main:581] : INFO : Epoch 1745 | loss: 0.031156 | val_loss: 0.0311607 | Time: 3467.96 ms [2022-04-19 17:10:35 main:581] : INFO : Epoch 1746 | loss: 0.0311552 | val_loss: 0.0311602 | Time: 3455.3 ms [2022-04-19 17:10:39 main:581] : INFO : Epoch 1747 | loss: 0.0311535 | val_loss: 0.0311595 | Time: 3465.61 ms [2022-04-19 17:10:42 main:581] : INFO : Epoch 1748 | loss: 0.0311531 | val_loss: 0.0311578 | Time: 3470.28 ms [2022-04-19 17:10:45 main:581] : INFO : Epoch 1749 | loss: 0.031154 | val_loss: 0.0311593 | Time: 3452.3 ms [2022-04-19 17:10:49 main:581] : INFO : Epoch 1750 | loss: 0.0311543 | val_loss: 0.0311599 | Time: 3465.07 ms [2022-04-19 17:10:52 main:581] : INFO : Epoch 1751 | loss: 0.0311555 | val_loss: 0.0311575 | Time: 3475.2 ms [2022-04-19 17:10:56 main:581] : INFO : Epoch 1752 | loss: 0.031155 | val_loss: 0.0311624 | Time: 3461.28 ms [2022-04-19 17:10:59 main:581] : INFO : Epoch 1753 | loss: 0.0311576 | val_loss: 0.0311629 | Time: 3462.23 ms [2022-04-19 17:11:03 main:581] : INFO : Epoch 1754 | loss: 0.0311587 | val_loss: 0.0311642 | Time: 3458.32 ms [2022-04-19 17:11:06 main:581] : INFO : Epoch 1755 | loss: 0.0311618 | val_loss: 0.0311619 | Time: 3462.64 ms [2022-04-19 17:11:10 main:581] : INFO : Epoch 1756 | loss: 0.0311601 | val_loss: 0.031162 | Time: 3465.06 ms [2022-04-19 17:11:13 main:581] : INFO : Epoch 1757 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 3473.76 ms [2022-04-19 17:11:17 main:581] : INFO : Epoch 1758 | loss: 0.0311587 | val_loss: 0.0311602 | Time: 3468.06 ms [2022-04-19 17:11:20 main:581] : INFO : Epoch 1759 | loss: 0.031156 | val_loss: 0.0311614 | Time: 3464.04 ms [2022-04-19 17:11:24 main:581] : INFO : Epoch 1760 | loss: 0.031156 | val_loss: 0.031163 | Time: 3456.06 ms [2022-04-19 17:11:27 main:581] : INFO : Epoch 1761 | loss: 0.0311569 | val_loss: 0.0311636 | Time: 3458.49 ms [2022-04-19 17:11:31 main:581] : INFO : Epoch 1762 | loss: 0.0311551 | val_loss: 0.0311633 | Time: 3467.16 ms [2022-04-19 17:11:34 main:581] : INFO : Epoch 1763 | loss: 0.0311572 | val_loss: 0.0311643 | Time: 3464.71 ms [2022-04-19 17:11:37 main:581] : INFO : Epoch 1764 | loss: 0.0311593 | val_loss: 0.0311594 | Time: 3471.04 ms [2022-04-19 17:11:41 main:581] : INFO : Epoch 1765 | loss: 0.031156 | val_loss: 0.0311592 | Time: 3466.57 ms [2022-04-19 17:11:44 main:581] : INFO : Epoch 1766 | loss: 0.0311542 | val_loss: 0.031159 | Time: 3465.25 ms [2022-04-19 17:11:48 main:581] : INFO : Epoch 1767 | loss: 0.031154 | val_loss: 0.0311596 | Time: 3456.32 ms [2022-04-19 17:11:51 main:581] : INFO : Epoch 1768 | loss: 0.031154 | val_loss: 0.0311592 | Time: 3465.32 ms [2022-04-19 17:11:55 main:581] : INFO : Epoch 1769 | loss: 0.0311555 | val_loss: 0.031162 | Time: 3465.45 ms [2022-04-19 17:11:58 main:581] : INFO : Epoch 1770 | loss: 0.0311569 | val_loss: 0.0311593 | Time: 3449.78 ms [2022-04-19 17:12:02 main:581] : INFO : Epoch 1771 | loss: 0.0311573 | val_loss: 0.0311588 | Time: 3466.13 ms [2022-04-19 17:12:05 main:581] : INFO : Epoch 1772 | loss: 0.0311564 | val_loss: 0.0311585 | Time: 3465.73 ms [2022-04-19 17:12:09 main:581] : INFO : Epoch 1773 | loss: 0.0311555 | val_loss: 0.031162 | Time: 3455.68 ms [2022-04-19 17:12:12 main:581] : INFO : Epoch 1774 | loss: 0.0311547 | val_loss: 0.0311594 | Time: 3468.85 ms [2022-04-19 17:12:16 main:581] : INFO : Epoch 1775 | loss: 0.0311564 | val_loss: 0.0311603 | Time: 3460.71 ms [2022-04-19 17:12:19 main:581] : INFO : Epoch 1776 | loss: 0.0311528 | val_loss: 0.0311585 | Time: 3462.07 ms [2022-04-19 17:12:22 main:581] : INFO : Epoch 1777 | loss: 0.031153 | val_loss: 0.0311565 | Time: 3470.26 ms [2022-04-19 17:12:26 main:581] : INFO : Epoch 1778 | loss: 0.0311523 | val_loss: 0.031159 | Time: 3463.23 ms [2022-04-19 17:12:29 main:581] : INFO : Epoch 1779 | loss: 0.0311522 | val_loss: 0.0311596 | Time: 3464.79 ms [2022-04-19 17:12:33 main:581] : INFO : Epoch 1780 | loss: 0.0311531 | val_loss: 0.0311576 | Time: 3459.35 ms [2022-04-19 17:12:36 main:581] : INFO : Epoch 1781 | loss: 0.0311525 | val_loss: 0.0311572 | Time: 3460.16 ms [2022-04-19 17:12:40 main:581] : INFO : Epoch 1782 | loss: 0.0311544 | val_loss: 0.0311565 | Time: 3457.21 ms [2022-04-19 17:12:43 main:581] : INFO : Epoch 1783 | loss: 0.0311537 | val_loss: 0.0311572 | Time: 3458.02 ms [2022-04-19 17:12:47 main:581] : INFO : Epoch 1784 | loss: 0.0311521 | val_loss: 0.0311576 | Time: 3471.5 ms [2022-04-19 17:12:50 main:581] : INFO : Epoch 1785 | loss: 0.0311525 | val_loss: 0.0311578 | Time: 3463.45 ms [2022-04-19 17:12:54 main:581] : INFO : Epoch 1786 | loss: 0.0311536 | val_loss: 0.0311543 | Time: 3475.68 ms [2022-04-19 17:12:57 main:581] : INFO : Epoch 1787 | loss: 0.0311525 | val_loss: 0.0311558 | Time: 3463.85 ms [2022-04-19 17:13:01 main:581] : INFO : Epoch 1788 | loss: 0.0311521 | val_loss: 0.0311569 | Time: 3461.09 ms [2022-04-19 17:13:04 main:581] : INFO : Epoch 1789 | loss: 0.0311546 | val_loss: 0.0311673 | Time: 3456.53 ms [2022-04-19 17:13:07 main:581] : INFO : Epoch 1790 | loss: 0.0311609 | val_loss: 0.0311635 | Time: 3458.52 ms [2022-04-19 17:13:11 main:581] : INFO : Epoch 1791 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 3451.96 ms [2022-04-19 17:13:14 main:581] : INFO : Epoch 1792 | loss: 0.0311591 | val_loss: 0.0311626 | Time: 3466.43 ms [2022-04-19 17:13:18 main:581] : INFO : Epoch 1793 | loss: 0.0311582 | val_loss: 0.031162 | Time: 3477.3 ms [2022-04-19 17:13:21 main:581] : INFO : Epoch 1794 | loss: 0.0311576 | val_loss: 0.031161 | Time: 3456.52 ms [2022-04-19 17:13:25 main:581] : INFO : Epoch 1795 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 3465.03 ms [2022-04-19 17:13:28 main:581] : INFO : Epoch 1796 | loss: 0.031161 | val_loss: 0.0311688 | Time: 3462.99 ms [2022-04-19 17:13:32 main:581] : INFO : Epoch 1797 | loss: 0.0311597 | val_loss: 0.0311677 | Time: 3461.22 ms [2022-04-19 17:13:35 main:581] : INFO : Epoch 1798 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 3464.32 ms [2022-04-19 17:13:39 main:581] : INFO : Epoch 1799 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 3470.3 ms [2022-04-19 17:13:42 main:581] : INFO : Epoch 1800 | loss: 0.0311608 | val_loss: 0.0311699 | Time: 3466.62 ms [2022-04-19 17:13:46 main:581] : INFO : Epoch 1801 | loss: 0.0311582 | val_loss: 0.031166 | Time: 3456.33 ms [2022-04-19 17:13:49 main:581] : INFO : Epoch 1802 | loss: 0.0311581 | val_loss: 0.0311659 | Time: 3457.57 ms [2022-04-19 17:13:52 main:581] : INFO : Epoch 1803 | loss: 0.0311645 | val_loss: 0.0311679 | Time: 3460.22 ms [2022-04-19 17:13:56 main:581] : INFO : Epoch 1804 | loss: 0.0311647 | val_loss: 0.031167 | Time: 3457.06 ms [2022-04-19 17:13:59 main:581] : INFO : Epoch 1805 | loss: 0.0311641 | val_loss: 0.0311698 | Time: 3467.57 ms [2022-04-19 17:14:03 main:581] : INFO : Epoch 1806 | loss: 0.0311636 | val_loss: 0.0311654 | Time: 3467.64 ms [2022-04-19 17:14:06 main:581] : INFO : Epoch 1807 | loss: 0.0311623 | val_loss: 0.0311621 | Time: 3468.12 ms [2022-04-19 17:14:10 main:581] : INFO : Epoch 1808 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 3461.59 ms [2022-04-19 17:14:13 main:581] : INFO : Epoch 1809 | loss: 0.0311613 | val_loss: 0.0311625 | Time: 3461.28 ms [2022-04-19 17:14:17 main:581] : INFO : Epoch 1810 | loss: 0.031159 | val_loss: 0.0311616 | Time: 3468.84 ms [2022-04-19 17:14:20 main:581] : INFO : Epoch 1811 | loss: 0.0311578 | val_loss: 0.0311635 | Time: 3467.39 ms [2022-04-19 17:14:24 main:581] : INFO : Epoch 1812 | loss: 0.0311582 | val_loss: 0.0311633 | Time: 3453.66 ms [2022-04-19 17:14:27 main:581] : INFO : Epoch 1813 | loss: 0.0311604 | val_loss: 0.0311685 | Time: 3467.16 ms [2022-04-19 17:14:31 main:581] : INFO : Epoch 1814 | loss: 0.0311605 | val_loss: 0.0311642 | Time: 3465.64 ms [2022-04-19 17:14:34 main:581] : INFO : Epoch 1815 | loss: 0.0311579 | val_loss: 0.0311649 | Time: 3456.22 ms [2022-04-19 17:14:38 main:581] : INFO : Epoch 1816 | loss: 0.0311577 | val_loss: 0.0311634 | Time: 3465.41 ms [2022-04-19 17:14:41 main:581] : INFO : Epoch 1817 | loss: 0.0311585 | val_loss: 0.0311628 | Time: 3462.38 ms [2022-04-19 17:14:44 main:581] : INFO : Epoch 1818 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 3453.49 ms [2022-04-19 17:14:48 main:581] : INFO : Epoch 1819 | loss: 0.0311591 | val_loss: 0.0311637 | Time: 3470.03 ms [2022-04-19 17:14:51 main:581] : INFO : Epoch 1820 | loss: 0.0311588 | val_loss: 0.0311618 | Time: 3467.47 ms [2022-04-19 17:14:55 main:581] : INFO : Epoch 1821 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 3469.42 ms [2022-04-19 17:14:58 main:581] : INFO : Epoch 1822 | loss: 0.0311587 | val_loss: 0.0311634 | Time: 3459.76 ms [2022-04-19 17:15:02 main:581] : INFO : Epoch 1823 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 3459.44 ms [2022-04-19 17:15:05 main:581] : INFO : Epoch 1824 | loss: 0.031158 | val_loss: 0.0311653 | Time: 3459.26 ms [2022-04-19 17:15:09 main:581] : INFO : Epoch 1825 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 3458.75 ms [2022-04-19 17:15:12 main:581] : INFO : Epoch 1826 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 3465.78 ms [2022-04-19 17:15:16 main:581] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311678 | Time: 3469.14 ms [2022-04-19 17:15:19 main:581] : INFO : Epoch 1828 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 3468.26 ms [2022-04-19 17:15:23 main:581] : INFO : Epoch 1829 | loss: 0.0311556 | val_loss: 0.0311639 | Time: 3463.99 ms [2022-04-19 17:15:26 main:581] : INFO : Epoch 1830 | loss: 0.0311553 | val_loss: 0.0311647 | Time: 3459.23 ms [2022-04-19 17:15:29 main:581] : INFO : Epoch 1831 | loss: 0.0311568 | val_loss: 0.031166 | Time: 3464.59 ms [2022-04-19 17:15:33 main:581] : INFO : Epoch 1832 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 3461.92 ms [2022-04-19 17:15:36 main:581] : INFO : Epoch 1833 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 3452.3 ms [2022-04-19 17:15:40 main:581] : INFO : Epoch 1834 | loss: 0.031161 | val_loss: 0.0311636 | Time: 3463.71 ms [2022-04-19 17:15:43 main:581] : INFO : Epoch 1835 | loss: 0.0311616 | val_loss: 0.0311647 | Time: 3476.32 ms [2022-04-19 17:15:47 main:581] : INFO : Epoch 1836 | loss: 0.031159 | val_loss: 0.0311634 | Time: 3445.61 ms [2022-04-19 17:15:50 main:581] : INFO : Epoch 1837 | loss: 0.0311569 | val_loss: 0.031161 | Time: 3468.3 ms [2022-04-19 17:15:54 main:581] : INFO : Epoch 1838 | loss: 0.0311556 | val_loss: 0.0311609 | Time: 3453.17 ms [2022-04-19 17:15:57 main:581] : INFO : Epoch 1839 | loss: 0.0311547 | val_loss: 0.0311602 | Time: 3463.19 ms [2022-04-19 17:16:01 main:581] : INFO : Epoch 1840 | loss: 0.0311546 | val_loss: 0.0311609 | Time: 3463.65 ms [2022-04-19 17:16:04 main:581] : INFO : Epoch 1841 | loss: 0.0311543 | val_loss: 0.031161 | Time: 3470.11 ms [2022-04-19 17:16:08 main:581] : INFO : Epoch 1842 | loss: 0.031158 | val_loss: 0.0311608 | Time: 3468.11 ms [2022-04-19 17:16:11 main:581] : INFO : Epoch 1843 | loss: 0.0311597 | val_loss: 0.0311607 | Time: 3461.67 ms [2022-04-19 17:16:14 main:581] : INFO : Epoch 1844 | loss: 0.0311621 | val_loss: 0.0311626 | Time: 3461.21 ms [2022-04-19 17:16:18 main:581] : INFO : Epoch 1845 | loss: 0.0311629 | val_loss: 0.0311618 | Time: 3448.98 ms [2022-04-19 17:16:21 main:581] : INFO : Epoch 1846 | loss: 0.0311612 | val_loss: 0.0311613 | Time: 3465.84 ms [2022-04-19 17:16:25 main:581] : INFO : Epoch 1847 | loss: 0.0311589 | val_loss: 0.03116 | Time: 3460.79 ms [2022-04-19 17:16:28 main:581] : INFO : Epoch 1848 | loss: 0.0311579 | val_loss: 0.031161 | Time: 3467.88 ms [2022-04-19 17:16:32 main:581] : INFO : Epoch 1849 | loss: 0.0311575 | val_loss: 0.0311584 | Time: 3464.91 ms [2022-04-19 17:16:35 main:581] : INFO : Epoch 1850 | loss: 0.0311575 | val_loss: 0.0311565 | Time: 3465.11 ms [2022-04-19 17:16:39 main:581] : INFO : Epoch 1851 | loss: 0.0311566 | val_loss: 0.0311618 | Time: 3460.65 ms [2022-04-19 17:16:42 main:581] : INFO : Epoch 1852 | loss: 0.0311607 | val_loss: 0.031162 | Time: 3462.49 ms [2022-04-19 17:16:46 main:581] : INFO : Epoch 1853 | loss: 0.0311566 | val_loss: 0.031159 | Time: 3466.26 ms [2022-04-19 17:16:49 main:581] : INFO : Epoch 1854 | loss: 0.0311541 | val_loss: 0.0311589 | Time: 3452.12 ms [2022-04-19 17:16:53 main:581] : INFO : Epoch 1855 | loss: 0.0311561 | val_loss: 0.0311591 | Time: 3470.07 ms [2022-04-19 17:16:56 main:581] : INFO : Epoch 1856 | loss: 0.0311565 | val_loss: 0.0311571 | Time: 3466.8 ms [2022-04-19 17:16:59 main:581] : INFO : Epoch 1857 | loss: 0.0311549 | val_loss: 0.0311578 | Time: 3452.15 ms [2022-04-19 17:17:03 main:581] : INFO : Epoch 1858 | loss: 0.0311539 | val_loss: 0.0311579 | Time: 3464.99 ms [2022-04-19 17:17:06 main:581] : INFO : Epoch 1859 | loss: 0.0311551 | val_loss: 0.0311621 | Time: 3462.61 ms [2022-04-19 17:17:10 main:581] : INFO : Epoch 1860 | loss: 0.0311528 | val_loss: 0.0311584 | Time: 3461.58 ms [2022-04-19 17:17:13 main:581] : INFO : Epoch 1861 | loss: 0.0311521 | val_loss: 0.0311581 | Time: 3467.62 ms [2022-04-19 17:17:17 main:581] : INFO : Epoch 1862 | loss: 0.0311522 | val_loss: 0.0311586 | Time: 3467.65 ms [2022-04-19 17:17:20 main:581] : INFO : Epoch 1863 | loss: 0.0311513 | val_loss: 0.0311582 | Time: 3478.56 ms [2022-04-19 17:17:24 main:581] : INFO : Epoch 1864 | loss: 0.0311519 | val_loss: 0.0311574 | Time: 3460.81 ms [2022-04-19 17:17:27 main:581] : INFO : Epoch 1865 | loss: 0.0311546 | val_loss: 0.0311574 | Time: 3463.62 ms [2022-04-19 17:17:31 main:581] : INFO : Epoch 1866 | loss: 0.0311556 | val_loss: 0.0311567 | Time: 3456.11 ms [2022-04-19 17:17:34 main:581] : INFO : Epoch 1867 | loss: 0.0311541 | val_loss: 0.0311572 | Time: 3461.22 ms [2022-04-19 17:17:38 main:581] : INFO : Epoch 1868 | loss: 0.0311548 | val_loss: 0.031158 | Time: 3464.58 ms [2022-04-19 17:17:41 main:581] : INFO : Epoch 1869 | loss: 0.0311551 | val_loss: 0.0311583 | Time: 3465.13 ms [2022-04-19 17:17:45 main:581] : INFO : Epoch 1870 | loss: 0.0311568 | val_loss: 0.0311599 | Time: 3469.41 ms [2022-04-19 17:17:48 main:581] : INFO : Epoch 1871 | loss: 0.0311561 | val_loss: 0.031157 | Time: 3468.44 ms [2022-04-19 17:17:51 main:581] : INFO : Epoch 1872 | loss: 0.0311536 | val_loss: 0.0311609 | Time: 3455.01 ms [2022-04-19 17:17:55 main:581] : INFO : Epoch 1873 | loss: 0.031155 | val_loss: 0.0311567 | Time: 3458.24 ms [2022-04-19 17:17:58 main:581] : INFO : Epoch 1874 | loss: 0.0311544 | val_loss: 0.0311616 | Time: 3460.28 ms [2022-04-19 17:18:02 main:581] : INFO : Epoch 1875 | loss: 0.0311564 | val_loss: 0.0311568 | Time: 3453.3 ms [2022-04-19 17:18:05 main:581] : INFO : Epoch 1876 | loss: 0.0311551 | val_loss: 0.0311567 | Time: 3466.41 ms [2022-04-19 17:18:09 main:581] : INFO : Epoch 1877 | loss: 0.0311531 | val_loss: 0.0311578 | Time: 3474.38 ms [2022-04-19 17:18:12 main:581] : INFO : Epoch 1878 | loss: 0.031153 | val_loss: 0.0311576 | Time: 3455.46 ms [2022-04-19 17:18:16 main:581] : INFO : Epoch 1879 | loss: 0.0311525 | val_loss: 0.0311563 | Time: 3465.37 ms [2022-04-19 17:18:19 main:581] : INFO : Epoch 1880 | loss: 0.0311526 | val_loss: 0.0311572 | Time: 3459.53 ms [2022-04-19 17:18:23 main:581] : INFO : Epoch 1881 | loss: 0.0311523 | val_loss: 0.0311577 | Time: 3459.52 ms [2022-04-19 17:18:26 main:581] : INFO : Epoch 1882 | loss: 0.0311519 | val_loss: 0.0311579 | Time: 3467.68 ms [2022-04-19 17:18:30 main:581] : INFO : Epoch 1883 | loss: 0.0311533 | val_loss: 0.0311603 | Time: 3471.74 ms [2022-04-19 17:18:33 main:581] : INFO : Epoch 1884 | loss: 0.0311511 | val_loss: 0.0311562 | Time: 3469.57 ms [2022-04-19 17:18:36 main:581] : INFO : Epoch 1885 | loss: 0.0311527 | val_loss: 0.0311557 | Time: 3454.62 ms [2022-04-19 17:18:40 main:581] : INFO : Epoch 1886 | loss: 0.031152 | val_loss: 0.0311557 | Time: 3457.5 ms [2022-04-19 17:18:43 main:581] : INFO : Epoch 1887 | loss: 0.031151 | val_loss: 0.0311594 | Time: 3457.76 ms [2022-04-19 17:18:47 main:581] : INFO : Epoch 1888 | loss: 0.0311512 | val_loss: 0.0311622 | Time: 3472.79 ms [2022-04-19 17:18:50 main:581] : INFO : Epoch 1889 | loss: 0.031151 | val_loss: 0.0311653 | Time: 3466.33 ms [2022-04-19 17:18:54 main:581] : INFO : Epoch 1890 | loss: 0.031152 | val_loss: 0.0311603 | Time: 3472.77 ms [2022-04-19 17:18:57 main:581] : INFO : Epoch 1891 | loss: 0.0311527 | val_loss: 0.0311612 | Time: 3463.93 ms [2022-04-19 17:19:01 main:581] : INFO : Epoch 1892 | loss: 0.0311522 | val_loss: 0.031159 | Time: 3463.4 ms [2022-04-19 17:19:04 main:581] : INFO : Epoch 1893 | loss: 0.0311507 | val_loss: 0.0311628 | Time: 3459.03 ms [2022-04-19 17:19:08 main:581] : INFO : Epoch 1894 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 3459.09 ms [2022-04-19 17:19:11 main:581] : INFO : Epoch 1895 | loss: 0.0311577 | val_loss: 0.0311634 | Time: 3470.46 ms [2022-04-19 17:19:15 main:581] : INFO : Epoch 1896 | loss: 0.031156 | val_loss: 0.0311663 | Time: 3454.62 ms [2022-04-19 17:19:18 main:581] : INFO : Epoch 1897 | loss: 0.0311534 | val_loss: 0.0311568 | Time: 3465.21 ms [2022-04-19 17:19:22 main:581] : INFO : Epoch 1898 | loss: 0.031151 | val_loss: 0.0311572 | Time: 3464.17 ms [2022-04-19 17:19:25 main:581] : INFO : Epoch 1899 | loss: 0.0311502 | val_loss: 0.0311586 | Time: 3454.2 ms [2022-04-19 17:19:28 main:581] : INFO : Epoch 1900 | loss: 0.0311499 | val_loss: 0.0311557 | Time: 3466.8 ms [2022-04-19 17:19:32 main:581] : INFO : Epoch 1901 | loss: 0.0311487 | val_loss: 0.0311593 | Time: 3465.43 ms [2022-04-19 17:19:35 main:581] : INFO : Epoch 1902 | loss: 0.031151 | val_loss: 0.0311578 | Time: 3455.25 ms [2022-04-19 17:19:39 main:581] : INFO : Epoch 1903 | loss: 0.0311487 | val_loss: 0.0311573 | Time: 3460.53 ms [2022-04-19 17:19:42 main:581] : INFO : Epoch 1904 | loss: 0.031153 | val_loss: 0.0311558 | Time: 3465.43 ms [2022-04-19 17:19:46 main:581] : INFO : Epoch 1905 | loss: 0.031151 | val_loss: 0.0311564 | Time: 3473.25 ms [2022-04-19 17:19:49 main:581] : INFO : Epoch 1906 | loss: 0.0311513 | val_loss: 0.0311563 | Time: 3462.96 ms [2022-04-19 17:19:53 main:581] : INFO : Epoch 1907 | loss: 0.0311506 | val_loss: 0.0311584 | Time: 3456.82 ms [2022-04-19 17:19:56 main:581] : INFO : Epoch 1908 | loss: 0.0311524 | val_loss: 0.031161 | Time: 3448.74 ms [2022-04-19 17:20:00 main:581] : INFO : Epoch 1909 | loss: 0.03115 | val_loss: 0.0311568 | Time: 3463.73 ms [2022-04-19 17:20:03 main:581] : INFO : Epoch 1910 | loss: 0.0311481 | val_loss: 0.0311555 | Time: 3465.33 ms [2022-04-19 17:20:07 main:581] : INFO : Epoch 1911 | loss: 0.0311483 | val_loss: 0.0311551 | Time: 3464.5 ms [2022-04-19 17:20:10 main:581] : INFO : Epoch 1912 | loss: 0.0311486 | val_loss: 0.0311552 | Time: 3474.41 ms [2022-04-19 17:20:13 main:581] : INFO : Epoch 1913 | loss: 0.03115 | val_loss: 0.0311561 | Time: 3463.7 ms [2022-04-19 17:20:17 main:581] : INFO : Epoch 1914 | loss: 0.0311501 | val_loss: 0.0311535 | Time: 3458.89 ms [2022-04-19 17:20:20 main:581] : INFO : Epoch 1915 | loss: 0.0311475 | val_loss: 0.0311549 | Time: 3458.59 ms [2022-04-19 17:20:24 main:581] : INFO : Epoch 1916 | loss: 0.0311474 | val_loss: 0.0311563 | Time: 3464.96 ms [2022-04-19 17:20:27 main:581] : INFO : Epoch 1917 | loss: 0.0311463 | val_loss: 0.0311543 | Time: 3450 ms [2022-04-19 17:20:31 main:581] : INFO : Epoch 1918 | loss: 0.0311454 | val_loss: 0.0311558 | Time: 3466.57 ms [2022-04-19 17:20:34 main:581] : INFO : Epoch 1919 | loss: 0.0311456 | val_loss: 0.0311535 | Time: 3471.51 ms [2022-04-19 17:20:38 main:581] : INFO : Epoch 1920 | loss: 0.0311453 | val_loss: 0.0311548 | Time: 3448.71 ms [2022-04-19 17:20:41 main:581] : INFO : Epoch 1921 | loss: 0.0311477 | val_loss: 0.0311536 | Time: 3467.97 ms [2022-04-19 17:20:45 main:581] : INFO : Epoch 1922 | loss: 0.0311485 | val_loss: 0.0311543 | Time: 3455.95 ms [2022-04-19 17:20:48 main:581] : INFO : Epoch 1923 | loss: 0.0311479 | val_loss: 0.0311549 | Time: 3462.78 ms [2022-04-19 17:20:52 main:581] : INFO : Epoch 1924 | loss: 0.031147 | val_loss: 0.0311571 | Time: 3463.68 ms [2022-04-19 17:20:55 main:581] : INFO : Epoch 1925 | loss: 0.0311466 | val_loss: 0.0311556 | Time: 3472.82 ms [2022-04-19 17:20:58 main:581] : INFO : Epoch 1926 | loss: 0.0311471 | val_loss: 0.0311542 | Time: 3468.22 ms [2022-04-19 17:21:02 main:581] : INFO : Epoch 1927 | loss: 0.0311458 | val_loss: 0.0311586 | Time: 3454.4 ms [2022-04-19 17:21:05 main:581] : INFO : Epoch 1928 | loss: 0.031146 | val_loss: 0.0311555 | Time: 3460.58 ms [2022-04-19 17:21:09 main:581] : INFO : Epoch 1929 | loss: 0.0311481 | val_loss: 0.0311569 | Time: 3451.95 ms [2022-04-19 17:21:12 main:581] : INFO : Epoch 1930 | loss: 0.031146 | val_loss: 0.0311557 | Time: 3469.01 ms [2022-04-19 17:21:16 main:581] : INFO : Epoch 1931 | loss: 0.0311473 | val_loss: 0.0311564 | Time: 3463.51 ms [2022-04-19 17:21:19 main:581] : INFO : Epoch 1932 | loss: 0.0311452 | val_loss: 0.0311549 | Time: 3466.85 ms [2022-04-19 17:21:23 main:581] : INFO : Epoch 1933 | loss: 0.0311456 | val_loss: 0.0311536 | Time: 3466.25 ms [2022-04-19 17:21:26 main:581] : INFO : Epoch 1934 | loss: 0.0311466 | val_loss: 0.0311533 | Time: 3465.48 ms [2022-04-19 17:21:30 main:581] : INFO : Epoch 1935 | loss: 0.0311471 | val_loss: 0.0311557 | Time: 3458.11 ms [2022-04-19 17:21:33 main:581] : INFO : Epoch 1936 | loss: 0.031155 | val_loss: 0.031165 | Time: 3457 ms [2022-04-19 17:21:37 main:581] : INFO : Epoch 1937 | loss: 0.0311544 | val_loss: 0.0311564 | Time: 3470.36 ms [2022-04-19 17:21:40 main:581] : INFO : Epoch 1938 | loss: 0.0311488 | val_loss: 0.0311576 | Time: 3449.17 ms [2022-04-19 17:21:43 main:581] : INFO : Epoch 1939 | loss: 0.0311499 | val_loss: 0.0311546 | Time: 3468.47 ms [2022-04-19 17:21:47 main:581] : INFO : Epoch 1940 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 3466.01 ms [2022-04-19 17:21:50 main:581] : INFO : Epoch 1941 | loss: 0.0311485 | val_loss: 0.0311563 | Time: 3459.04 ms [2022-04-19 17:21:54 main:581] : INFO : Epoch 1942 | loss: 0.0311477 | val_loss: 0.0311531 | Time: 3464.06 ms [2022-04-19 17:21:57 main:581] : INFO : Epoch 1943 | loss: 0.0311472 | val_loss: 0.0311561 | Time: 3461.63 ms [2022-04-19 17:22:01 main:581] : INFO : Epoch 1944 | loss: 0.0311466 | val_loss: 0.0311525 | Time: 3452.85 ms [2022-04-19 17:22:04 main:581] : INFO : Epoch 1945 | loss: 0.0311493 | val_loss: 0.031153 | Time: 3456.83 ms [2022-04-19 17:22:08 main:581] : INFO : Epoch 1946 | loss: 0.0311481 | val_loss: 0.0311547 | Time: 3468.88 ms [2022-04-19 17:22:11 main:581] : INFO : Epoch 1947 | loss: 0.0311471 | val_loss: 0.0311541 | Time: 3472.34 ms [2022-04-19 17:22:15 main:581] : INFO : Epoch 1948 | loss: 0.0311468 | val_loss: 0.0311539 | Time: 3462.58 ms [2022-04-19 17:22:18 main:581] : INFO : Epoch 1949 | loss: 0.0311472 | val_loss: 0.0311581 | Time: 3461.62 ms [2022-04-19 17:22:22 main:581] : INFO : Epoch 1950 | loss: 0.0311464 | val_loss: 0.0311557 | Time: 3452.22 ms [2022-04-19 17:22:25 main:581] : INFO : Epoch 1951 | loss: 0.031145 | val_loss: 0.0311539 | Time: 3460.53 ms [2022-04-19 17:22:28 main:581] : INFO : Epoch 1952 | loss: 0.0311457 | val_loss: 0.0311529 | Time: 3463.08 ms [2022-04-19 17:22:32 main:581] : INFO : Epoch 1953 | loss: 0.0311443 | val_loss: 0.0311534 | Time: 3468.74 ms [2022-04-19 17:22:35 main:581] : INFO : Epoch 1954 | loss: 0.0311447 | val_loss: 0.0311541 | Time: 3464.97 ms [2022-04-19 17:22:39 main:581] : INFO : Epoch 1955 | loss: 0.0311455 | val_loss: 0.0311547 | Time: 3464.36 ms [2022-04-19 17:22:42 main:581] : INFO : Epoch 1956 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 3455.8 ms [2022-04-19 17:22:46 main:581] : INFO : Epoch 1957 | loss: 0.0311446 | val_loss: 0.0311528 | Time: 3462.42 ms [2022-04-19 17:22:49 main:581] : INFO : Epoch 1958 | loss: 0.0311431 | val_loss: 0.0311535 | Time: 3464.81 ms [2022-04-19 17:22:53 main:581] : INFO : Epoch 1959 | loss: 0.0311428 | val_loss: 0.0311534 | Time: 3456.01 ms [2022-04-19 17:22:56 main:581] : INFO : Epoch 1960 | loss: 0.0311459 | val_loss: 0.031158 | Time: 3470.02 ms [2022-04-19 17:23:00 main:581] : INFO : Epoch 1961 | loss: 0.0311473 | val_loss: 0.0311591 | Time: 3474.4 ms [2022-04-19 17:23:03 main:581] : INFO : Epoch 1962 | loss: 0.031147 | val_loss: 0.0311561 | Time: 3458.73 ms [2022-04-19 17:23:07 main:581] : INFO : Epoch 1963 | loss: 0.031146 | val_loss: 0.0311544 | Time: 3466.83 ms [2022-04-19 17:23:10 main:581] : INFO : Epoch 1964 | loss: 0.031149 | val_loss: 0.0311543 | Time: 3456.63 ms [2022-04-19 17:23:13 main:581] : INFO : Epoch 1965 | loss: 0.0311457 | val_loss: 0.0311552 | Time: 3460.78 ms [2022-04-19 17:23:17 main:581] : INFO : Epoch 1966 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 3456.98 ms [2022-04-19 17:23:20 main:581] : INFO : Epoch 1967 | loss: 0.0311465 | val_loss: 0.0311569 | Time: 3475.65 ms [2022-04-19 17:23:24 main:581] : INFO : Epoch 1968 | loss: 0.0311469 | val_loss: 0.0311558 | Time: 3466.38 ms [2022-04-19 17:23:27 main:581] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.0311534 | Time: 3461.23 ms [2022-04-19 17:23:31 main:581] : INFO : Epoch 1970 | loss: 0.0311463 | val_loss: 0.0311528 | Time: 3459.43 ms [2022-04-19 17:23:34 main:581] : INFO : Epoch 1971 | loss: 0.0311466 | val_loss: 0.0311533 | Time: 3457.36 ms [2022-04-19 17:23:38 main:581] : INFO : Epoch 1972 | loss: 0.0311445 | val_loss: 0.0311543 | Time: 3469.61 ms [2022-04-19 17:23:41 main:581] : INFO : Epoch 1973 | loss: 0.031144 | val_loss: 0.0311537 | Time: 3456.43 ms [2022-04-19 17:23:45 main:581] : INFO : Epoch 1974 | loss: 0.0311437 | val_loss: 0.0311549 | Time: 3466.12 ms [2022-04-19 17:23:48 main:581] : INFO : Epoch 1975 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 3463.09 ms [2022-04-19 17:23:52 main:581] : INFO : Epoch 1976 | loss: 0.0311438 | val_loss: 0.0311542 | Time: 3456.06 ms [2022-04-19 17:23:55 main:581] : INFO : Epoch 1977 | loss: 0.0311444 | val_loss: 0.0311587 | Time: 3462.46 ms [2022-04-19 17:23:59 main:581] : INFO : Epoch 1978 | loss: 0.0311465 | val_loss: 0.0311525 | Time: 3465.14 ms [2022-04-19 17:24:02 main:581] : INFO : Epoch 1979 | loss: 0.0311451 | val_loss: 0.031153 | Time: 3471.19 ms [2022-04-19 17:24:05 main:581] : INFO : Epoch 1980 | loss: 0.0311423 | val_loss: 0.0311517 | Time: 3446.67 ms [2022-04-19 17:24:09 main:581] : INFO : Epoch 1981 | loss: 0.0311429 | val_loss: 0.0311514 | Time: 3462.99 ms [2022-04-19 17:24:12 main:581] : INFO : Epoch 1982 | loss: 0.0311431 | val_loss: 0.0311521 | Time: 3462.21 ms [2022-04-19 17:24:16 main:581] : INFO : Epoch 1983 | loss: 0.0311458 | val_loss: 0.031155 | Time: 3450.46 ms [2022-04-19 17:24:19 main:581] : INFO : Epoch 1984 | loss: 0.0311473 | val_loss: 0.0311539 | Time: 3461.32 ms [2022-04-19 17:24:23 main:581] : INFO : Epoch 1985 | loss: 0.0311482 | val_loss: 0.0311565 | Time: 3457.25 ms [2022-04-19 17:24:26 main:581] : INFO : Epoch 1986 | loss: 0.0311495 | val_loss: 0.0311506 | Time: 3455.32 ms [2022-04-19 17:24:30 main:581] : INFO : Epoch 1987 | loss: 0.0311474 | val_loss: 0.031151 | Time: 3467.62 ms [2022-04-19 17:24:33 main:581] : INFO : Epoch 1988 | loss: 0.031149 | val_loss: 0.0311499 | Time: 3467.68 ms [2022-04-19 17:24:37 main:581] : INFO : Epoch 1989 | loss: 0.0311466 | val_loss: 0.0311493 | Time: 3468.54 ms [2022-04-19 17:24:40 main:581] : INFO : Epoch 1990 | loss: 0.0311455 | val_loss: 0.0311482 | Time: 3466.07 ms [2022-04-19 17:24:44 main:581] : INFO : Epoch 1991 | loss: 0.0311436 | val_loss: 0.0311494 | Time: 3464.18 ms [2022-04-19 17:24:47 main:581] : INFO : Epoch 1992 | loss: 0.0311434 | val_loss: 0.0311502 | Time: 3453.2 ms [2022-04-19 17:24:50 main:581] : INFO : Epoch 1993 | loss: 0.0311433 | val_loss: 0.0311505 | Time: 3457.38 ms [2022-04-19 17:24:54 main:581] : INFO : Epoch 1994 | loss: 0.0311428 | val_loss: 0.0311506 | Time: 3458.65 ms [2022-04-19 17:24:57 main:581] : INFO : Epoch 1995 | loss: 0.0311442 | val_loss: 0.0311526 | Time: 3470.79 ms [2022-04-19 17:25:01 main:581] : INFO : Epoch 1996 | loss: 0.0311434 | val_loss: 0.0311476 | Time: 3462.85 ms [2022-04-19 17:25:04 main:581] : INFO : Epoch 1997 | loss: 0.0311456 | val_loss: 0.0311534 | Time: 3470.52 ms [2022-04-19 17:25:08 main:581] : INFO : Epoch 1998 | loss: 0.031147 | val_loss: 0.0311514 | Time: 3453.88 ms [2022-04-19 17:25:11 main:581] : INFO : Epoch 1999 | loss: 0.0311458 | val_loss: 0.0311531 | Time: 3455.98 ms [2022-04-19 17:25:15 main:581] : INFO : Epoch 2000 | loss: 0.0311451 | val_loss: 0.0311517 | Time: 3460.79 ms [2022-04-19 17:25:18 main:581] : INFO : Epoch 2001 | loss: 0.0311444 | val_loss: 0.0311523 | Time: 3449.36 ms [2022-04-19 17:25:22 main:581] : INFO : Epoch 2002 | loss: 0.0311467 | val_loss: 0.0311546 | Time: 3468.54 ms [2022-04-19 17:25:25 main:581] : INFO : Epoch 2003 | loss: 0.0311474 | val_loss: 0.0311549 | Time: 3471.23 ms [2022-04-19 17:25:29 main:581] : INFO : Epoch 2004 | loss: 0.0311506 | val_loss: 0.0311649 | Time: 3451.89 ms [2022-04-19 17:25:32 main:581] : INFO : Epoch 2005 | loss: 0.0311505 | val_loss: 0.0311527 | Time: 3467.86 ms [2022-04-19 17:25:35 main:581] : INFO : Epoch 2006 | loss: 0.0311474 | val_loss: 0.0311559 | Time: 3462.19 ms [2022-04-19 17:25:39 main:581] : INFO : Epoch 2007 | loss: 0.0311474 | val_loss: 0.0311522 | Time: 3463.7 ms [2022-04-19 17:25:42 main:581] : INFO : Epoch 2008 | loss: 0.0311438 | val_loss: 0.0311529 | Time: 3466.31 ms [2022-04-19 17:25:46 main:581] : INFO : Epoch 2009 | loss: 0.0311446 | val_loss: 0.0311525 | Time: 3480.48 ms [2022-04-19 17:25:49 main:581] : INFO : Epoch 2010 | loss: 0.0311453 | val_loss: 0.0311522 | Time: 3462.96 ms [2022-04-19 17:25:53 main:581] : INFO : Epoch 2011 | loss: 0.0311461 | val_loss: 0.0311534 | Time: 3469.58 ms [2022-04-19 17:25:56 main:581] : INFO : Epoch 2012 | loss: 0.0311555 | val_loss: 0.0311715 | Time: 3458.3 ms [2022-04-19 17:26:00 main:581] : INFO : Epoch 2013 | loss: 0.031156 | val_loss: 0.0311617 | Time: 3454.84 ms [2022-04-19 17:26:03 main:581] : INFO : Epoch 2014 | loss: 0.0311488 | val_loss: 0.0311559 | Time: 3468.2 ms [2022-04-19 17:26:07 main:581] : INFO : Epoch 2015 | loss: 0.0311481 | val_loss: 0.0311523 | Time: 3460.34 ms [2022-04-19 17:26:10 main:581] : INFO : Epoch 2016 | loss: 0.0311465 | val_loss: 0.031152 | Time: 3464.58 ms [2022-04-19 17:26:14 main:581] : INFO : Epoch 2017 | loss: 0.0311493 | val_loss: 0.0311573 | Time: 3465.78 ms [2022-04-19 17:26:17 main:581] : INFO : Epoch 2018 | loss: 0.0311467 | val_loss: 0.0311542 | Time: 3467.21 ms [2022-04-19 17:26:20 main:581] : INFO : Epoch 2019 | loss: 0.0311467 | val_loss: 0.03115 | Time: 3460.96 ms [2022-04-19 17:26:24 main:581] : INFO : Epoch 2020 | loss: 0.0311448 | val_loss: 0.0311504 | Time: 3468.06 ms [2022-04-19 17:26:27 main:581] : INFO : Epoch 2021 | loss: 0.0311434 | val_loss: 0.0311511 | Time: 3459.96 ms [2022-04-19 17:26:31 main:581] : INFO : Epoch 2022 | loss: 0.0311421 | val_loss: 0.0311539 | Time: 3447.36 ms [2022-04-19 17:26:34 main:581] : INFO : Epoch 2023 | loss: 0.0311437 | val_loss: 0.0311567 | Time: 3464.1 ms [2022-04-19 17:26:38 main:581] : INFO : Epoch 2024 | loss: 0.0311474 | val_loss: 0.0311597 | Time: 3462.95 ms [2022-04-19 17:26:41 main:581] : INFO : Epoch 2025 | loss: 0.0311458 | val_loss: 0.031153 | Time: 3451.46 ms [2022-04-19 17:26:45 main:581] : INFO : Epoch 2026 | loss: 0.031142 | val_loss: 0.0311541 | Time: 3461.05 ms [2022-04-19 17:26:48 main:581] : INFO : Epoch 2027 | loss: 0.0311444 | val_loss: 0.031154 | Time: 3464.68 ms [2022-04-19 17:26:52 main:581] : INFO : Epoch 2028 | loss: 0.0311453 | val_loss: 0.0311497 | Time: 3463.66 ms [2022-04-19 17:26:55 main:581] : INFO : Epoch 2029 | loss: 0.0311448 | val_loss: 0.0311505 | Time: 3467.54 ms [2022-04-19 17:26:59 main:581] : INFO : Epoch 2030 | loss: 0.0311423 | val_loss: 0.0311517 | Time: 3468.5 ms [2022-04-19 17:27:02 main:581] : INFO : Epoch 2031 | loss: 0.0311426 | val_loss: 0.0311531 | Time: 3473.8 ms [2022-04-19 17:27:06 main:581] : INFO : Epoch 2032 | loss: 0.0311464 | val_loss: 0.0311524 | Time: 3467.63 ms [2022-04-19 17:27:09 main:581] : INFO : Epoch 2033 | loss: 0.031144 | val_loss: 0.0311513 | Time: 3463.77 ms [2022-04-19 17:27:12 main:581] : INFO : Epoch 2034 | loss: 0.0311414 | val_loss: 0.031154 | Time: 3456.34 ms [2022-04-19 17:27:16 main:581] : INFO : Epoch 2035 | loss: 0.0311422 | val_loss: 0.0311516 | Time: 3455.13 ms [2022-04-19 17:27:19 main:581] : INFO : Epoch 2036 | loss: 0.0311426 | val_loss: 0.0311548 | Time: 3458.6 ms [2022-04-19 17:27:23 main:581] : INFO : Epoch 2037 | loss: 0.0311443 | val_loss: 0.0311562 | Time: 3472.56 ms [2022-04-19 17:27:26 main:581] : INFO : Epoch 2038 | loss: 0.0311449 | val_loss: 0.0311516 | Time: 3463.52 ms [2022-04-19 17:27:30 main:581] : INFO : Epoch 2039 | loss: 0.0311438 | val_loss: 0.0311546 | Time: 3467.07 ms [2022-04-19 17:27:33 main:581] : INFO : Epoch 2040 | loss: 0.0311442 | val_loss: 0.0311506 | Time: 3458.73 ms [2022-04-19 17:27:37 main:581] : INFO : Epoch 2041 | loss: 0.0311418 | val_loss: 0.0311535 | Time: 3467.4 ms [2022-04-19 17:27:40 main:581] : INFO : Epoch 2042 | loss: 0.031142 | val_loss: 0.0311521 | Time: 3463.23 ms [2022-04-19 17:27:44 main:581] : INFO : Epoch 2043 | loss: 0.031141 | val_loss: 0.0311501 | Time: 3450.98 ms [2022-04-19 17:27:47 main:581] : INFO : Epoch 2044 | loss: 0.0311416 | val_loss: 0.0311575 | Time: 3471.02 ms [2022-04-19 17:27:51 main:581] : INFO : Epoch 2045 | loss: 0.0311428 | val_loss: 0.0311551 | Time: 3471.29 ms [2022-04-19 17:27:54 main:581] : INFO : Epoch 2046 | loss: 0.0311427 | val_loss: 0.0311498 | Time: 3456.67 ms [2022-04-19 17:27:57 main:581] : INFO : Epoch 2047 | loss: 0.0311411 | val_loss: 0.0311534 | Time: 3461.02 ms [2022-04-19 17:28:01 main:581] : INFO : Epoch 2048 | loss: 0.0311415 | val_loss: 0.0311547 | Time: 3463.5 ms [2022-04-19 17:28:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311547 [2022-04-19 17:28:01 main:610] : INFO : Saving end state to config to file [2022-04-19 17:28:01 main:615] : INFO : Success, exiting.. 17:28:01 (24979): 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)