Task 14597247
| Name | ParityModified-1647048733-27931-3-0_1 |
| Workunit | 11618315 |
| Created | 11 Apr 2022, 13:41:28 UTC |
| Sent | 11 Apr 2022, 13:41:41 UTC |
| Report deadline | 19 Apr 2022, 13:41:41 UTC |
| Received | 11 Apr 2022, 16:50:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 31 sec |
| CPU time | 2 hours 58 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031158 | val_loss: 0.0311745 | Time: 5324.14 ms
[2022-04-11 19:05:08 main:574] : INFO : Epoch 1543 | loss: 0.0311575 | val_loss: 0.0311704 | Time: 5326.8 ms
[2022-04-11 19:05:14 main:574] : INFO : Epoch 1544 | loss: 0.0311567 | val_loss: 0.0311678 | Time: 5325.07 ms
[2022-04-11 19:05:19 main:574] : INFO : Epoch 1545 | loss: 0.0311613 | val_loss: 0.0311676 | Time: 5325.44 ms
[2022-04-11 19:05:24 main:574] : INFO : Epoch 1546 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 5324.61 ms
[2022-04-11 19:05:30 main:574] : INFO : Epoch 1547 | loss: 0.0311573 | val_loss: 0.0311695 | Time: 5320.24 ms
[2022-04-11 19:05:35 main:574] : INFO : Epoch 1548 | loss: 0.0311571 | val_loss: 0.0311636 | Time: 5323.11 ms
[2022-04-11 19:05:40 main:574] : INFO : Epoch 1549 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 5330.2 ms
[2022-04-11 19:05:46 main:574] : INFO : Epoch 1550 | loss: 0.0311547 | val_loss: 0.0311647 | Time: 5327.32 ms
[2022-04-11 19:05:51 main:574] : INFO : Epoch 1551 | loss: 0.0311552 | val_loss: 0.0311672 | Time: 5318.93 ms
[2022-04-11 19:05:56 main:574] : INFO : Epoch 1552 | loss: 0.0311547 | val_loss: 0.0311669 | Time: 5324.14 ms
[2022-04-11 19:06:02 main:574] : INFO : Epoch 1553 | loss: 0.0311544 | val_loss: 0.0311683 | Time: 5323.53 ms
[2022-04-11 19:06:07 main:574] : INFO : Epoch 1554 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 5320.06 ms
[2022-04-11 19:06:12 main:574] : INFO : Epoch 1555 | loss: 0.0311542 | val_loss: 0.0311662 | Time: 5326.05 ms
[2022-04-11 19:06:18 main:574] : INFO : Epoch 1556 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 5317.51 ms
[2022-04-11 19:06:23 main:574] : INFO : Epoch 1557 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 5326.81 ms
[2022-04-11 19:06:28 main:574] : INFO : Epoch 1558 | loss: 0.0311575 | val_loss: 0.0311713 | Time: 5319.18 ms
[2022-04-11 19:06:34 main:574] : INFO : Epoch 1559 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 5327.63 ms
[2022-04-11 19:06:39 main:574] : INFO : Epoch 1560 | loss: 0.0311582 | val_loss: 0.0311658 | Time: 5321.24 ms
[2022-04-11 19:06:44 main:574] : INFO : Epoch 1561 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 5321.65 ms
[2022-04-11 19:06:50 main:574] : INFO : Epoch 1562 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 5332.91 ms
[2022-04-11 19:06:55 main:574] : INFO : Epoch 1563 | loss: 0.031155 | val_loss: 0.0311656 | Time: 5326.45 ms
[2022-04-11 19:07:00 main:574] : INFO : Epoch 1564 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 5326.65 ms
[2022-04-11 19:07:06 main:574] : INFO : Epoch 1565 | loss: 0.0311591 | val_loss: 0.0311626 | Time: 5323.2 ms
[2022-04-11 19:07:11 main:574] : INFO : Epoch 1566 | loss: 0.0311563 | val_loss: 0.0311619 | Time: 5327.09 ms
[2022-04-11 19:07:16 main:574] : INFO : Epoch 1567 | loss: 0.0311563 | val_loss: 0.0311644 | Time: 5323.98 ms
[2022-04-11 19:07:22 main:574] : INFO : Epoch 1568 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 5318.61 ms
[2022-04-11 19:07:27 main:574] : INFO : Epoch 1569 | loss: 0.0311562 | val_loss: 0.031167 | Time: 5323.98 ms
[2022-04-11 19:07:32 main:574] : INFO : Epoch 1570 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 5328.51 ms
[2022-04-11 19:07:38 main:574] : INFO : Epoch 1571 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 5328.37 ms
[2022-04-11 19:07:43 main:574] : INFO : Epoch 1572 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 5320.37 ms
[2022-04-11 19:07:48 main:574] : INFO : Epoch 1573 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 5315.6 ms
[2022-04-11 19:07:54 main:574] : INFO : Epoch 1574 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 5327.3 ms
[2022-04-11 19:07:59 main:574] : INFO : Epoch 1575 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 5312.24 ms
[2022-04-11 19:08:04 main:574] : INFO : Epoch 1576 | loss: 0.0311559 | val_loss: 0.0311651 | Time: 5320.51 ms
[2022-04-11 19:08:10 main:574] : INFO : Epoch 1577 | loss: 0.0311549 | val_loss: 0.0311744 | Time: 5322.26 ms
[2022-04-11 19:08:15 main:574] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 5329.69 ms
[2022-04-11 19:08:20 main:574] : INFO : Epoch 1579 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 5327.15 ms
[2022-04-11 19:08:26 main:574] : INFO : Epoch 1580 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 5320.87 ms
[2022-04-11 19:08:31 main:574] : INFO : Epoch 1581 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 5330.79 ms
[2022-04-11 19:08:36 main:574] : INFO : Epoch 1582 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 5323.06 ms
[2022-04-11 19:08:42 main:574] : INFO : Epoch 1583 | loss: 0.0311501 | val_loss: 0.0311659 | Time: 5324.59 ms
[2022-04-11 19:08:47 main:574] : INFO : Epoch 1584 | loss: 0.0311498 | val_loss: 0.0311638 | Time: 5325.65 ms
[2022-04-11 19:08:52 main:574] : INFO : Epoch 1585 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 5328.51 ms
[2022-04-11 19:08:58 main:574] : INFO : Epoch 1586 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 5322.02 ms
[2022-04-11 19:09:03 main:574] : INFO : Epoch 1587 | loss: 0.031153 | val_loss: 0.0311623 | Time: 5322.04 ms
[2022-04-11 19:09:08 main:574] : INFO : Epoch 1588 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 5321.86 ms
[2022-04-11 19:09:14 main:574] : INFO : Epoch 1589 | loss: 0.0311538 | val_loss: 0.0311618 | Time: 5328.47 ms
[2022-04-11 19:09:19 main:574] : INFO : Epoch 1590 | loss: 0.0311552 | val_loss: 0.031164 | Time: 5320.67 ms
[2022-04-11 19:09:24 main:574] : INFO : Epoch 1591 | loss: 0.0311561 | val_loss: 0.0311636 | Time: 5328.44 ms
[2022-04-11 19:09:30 main:574] : INFO : Epoch 1592 | loss: 0.0311553 | val_loss: 0.0311631 | Time: 5326.45 ms
[2022-04-11 19:09:35 main:574] : INFO : Epoch 1593 | loss: 0.0311551 | val_loss: 0.0311618 | Time: 5327.11 ms
[2022-04-11 19:09:40 main:574] : INFO : Epoch 1594 | loss: 0.0311568 | val_loss: 0.0311661 | Time: 5322.85 ms
[2022-04-11 19:09:46 main:574] : INFO : Epoch 1595 | loss: 0.0311617 | val_loss: 0.0311691 | Time: 5332.03 ms
[2022-04-11 19:09:51 main:574] : INFO : Epoch 1596 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 5326 ms
[2022-04-11 19:09:56 main:574] : INFO : Epoch 1597 | loss: 0.0311514 | val_loss: 0.0311655 | Time: 5325.35 ms
[2022-04-11 19:10:02 main:574] : INFO : Epoch 1598 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 5328.44 ms
[2022-04-11 19:10:07 main:574] : INFO : Epoch 1599 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 5325.06 ms
[2022-04-11 19:10:12 main:574] : INFO : Epoch 1600 | loss: 0.0311541 | val_loss: 0.0311653 | Time: 5321.11 ms
[2022-04-11 19:10:18 main:574] : INFO : Epoch 1601 | loss: 0.0311523 | val_loss: 0.0311646 | Time: 5326.95 ms
[2022-04-11 19:10:23 main:574] : INFO : Epoch 1602 | loss: 0.0311555 | val_loss: 0.0311657 | Time: 5325.66 ms
[2022-04-11 19:10:28 main:574] : INFO : Epoch 1603 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 5325.34 ms
[2022-04-11 19:10:34 main:574] : INFO : Epoch 1604 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 5325.8 ms
[2022-04-11 19:10:39 main:574] : INFO : Epoch 1605 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 5328.38 ms
[2022-04-11 19:10:44 main:574] : INFO : Epoch 1606 | loss: 0.0311591 | val_loss: 0.0311716 | Time: 5325.21 ms
[2022-04-11 19:10:50 main:574] : INFO : Epoch 1607 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 5324.98 ms
[2022-04-11 19:10:55 main:574] : INFO : Epoch 1608 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 5321.35 ms
[2022-04-11 19:11:00 main:574] : INFO : Epoch 1609 | loss: 0.0311567 | val_loss: 0.0311648 | Time: 5347.27 ms
[2022-04-11 19:11:06 main:574] : INFO : Epoch 1610 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 5323.79 ms
[2022-04-11 19:11:11 main:574] : INFO : Epoch 1611 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 5325.87 ms
[2022-04-11 19:11:16 main:574] : INFO : Epoch 1612 | loss: 0.0311553 | val_loss: 0.031168 | Time: 5330.57 ms
[2022-04-11 19:11:22 main:574] : INFO : Epoch 1613 | loss: 0.0311533 | val_loss: 0.0311682 | Time: 5326.25 ms
[2022-04-11 19:11:27 main:574] : INFO : Epoch 1614 | loss: 0.0311538 | val_loss: 0.0311645 | Time: 5328.13 ms
[2022-04-11 19:11:32 main:574] : INFO : Epoch 1615 | loss: 0.0311536 | val_loss: 0.0311648 | Time: 5324.68 ms
[2022-04-11 19:11:38 main:574] : INFO : Epoch 1616 | loss: 0.0311541 | val_loss: 0.0311684 | Time: 5323.37 ms
[2022-04-11 19:11:43 main:574] : INFO : Epoch 1617 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 5322.73 ms
[2022-04-11 19:11:48 main:574] : INFO : Epoch 1618 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 5322.76 ms
[2022-04-11 19:11:53 main:574] : INFO : Epoch 1619 | loss: 0.0311542 | val_loss: 0.03117 | Time: 5326.59 ms
[2022-04-11 19:11:59 main:574] : INFO : Epoch 1620 | loss: 0.0311539 | val_loss: 0.0311719 | Time: 5327.47 ms
[2022-04-11 19:12:04 main:574] : INFO : Epoch 1621 | loss: 0.0311529 | val_loss: 0.0311658 | Time: 5323.87 ms
[2022-04-11 19:12:09 main:574] : INFO : Epoch 1622 | loss: 0.0311516 | val_loss: 0.0311702 | Time: 5322.56 ms
[2022-04-11 19:12:15 main:574] : INFO : Epoch 1623 | loss: 0.0311564 | val_loss: 0.0311633 | Time: 5328.06 ms
[2022-04-11 19:12:20 main:574] : INFO : Epoch 1624 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 5324.81 ms
[2022-04-11 19:12:25 main:574] : INFO : Epoch 1625 | loss: 0.0311563 | val_loss: 0.031164 | Time: 5321.51 ms
[2022-04-11 19:12:31 main:574] : INFO : Epoch 1626 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 5328.83 ms
[2022-04-11 19:12:36 main:574] : INFO : Epoch 1627 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 5328.95 ms
[2022-04-11 19:12:41 main:574] : INFO : Epoch 1628 | loss: 0.0311537 | val_loss: 0.0311636 | Time: 5320.85 ms
[2022-04-11 19:12:47 main:574] : INFO : Epoch 1629 | loss: 0.031152 | val_loss: 0.0311673 | Time: 5323.8 ms
[2022-04-11 19:12:52 main:574] : INFO : Epoch 1630 | loss: 0.0311507 | val_loss: 0.0311673 | Time: 5328.78 ms
[2022-04-11 19:12:57 main:574] : INFO : Epoch 1631 | loss: 0.0311533 | val_loss: 0.0311684 | Time: 5323.15 ms
[2022-04-11 19:13:03 main:574] : INFO : Epoch 1632 | loss: 0.031151 | val_loss: 0.0311645 | Time: 5320.94 ms
[2022-04-11 19:13:08 main:574] : INFO : Epoch 1633 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 5327.49 ms
[2022-04-11 19:13:13 main:574] : INFO : Epoch 1634 | loss: 0.031157 | val_loss: 0.0311675 | Time: 5327.63 ms
[2022-04-11 19:13:19 main:574] : INFO : Epoch 1635 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 5323.11 ms
[2022-04-11 19:13:24 main:574] : INFO : Epoch 1636 | loss: 0.0311539 | val_loss: 0.031163 | Time: 5325.13 ms
[2022-04-11 19:13:29 main:574] : INFO : Epoch 1637 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 5327.01 ms
[2022-04-11 19:13:35 main:574] : INFO : Epoch 1638 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 5327.49 ms
[2022-04-11 19:13:40 main:574] : INFO : Epoch 1639 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 5321.3 ms
[2022-04-11 19:13:45 main:574] : INFO : Epoch 1640 | loss: 0.0311538 | val_loss: 0.0311606 | Time: 5316.95 ms
[2022-04-11 19:13:51 main:574] : INFO : Epoch 1641 | loss: 0.0311535 | val_loss: 0.0311661 | Time: 5330.05 ms
[2022-04-11 19:13:56 main:574] : INFO : Epoch 1642 | loss: 0.0311577 | val_loss: 0.0311626 | Time: 5323.65 ms
[2022-04-11 19:14:01 main:574] : INFO : Epoch 1643 | loss: 0.0311576 | val_loss: 0.0311643 | Time: 5323.09 ms
[2022-04-11 19:14:07 main:574] : INFO : Epoch 1644 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 5323.45 ms
[2022-04-11 19:14:12 main:574] : INFO : Epoch 1645 | loss: 0.0311567 | val_loss: 0.031164 | Time: 5321.64 ms
[2022-04-11 19:14:17 main:574] : INFO : Epoch 1646 | loss: 0.031158 | val_loss: 0.0311626 | Time: 5325.84 ms
[2022-04-11 19:14:23 main:574] : INFO : Epoch 1647 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 5336.66 ms
[2022-04-11 19:14:28 main:574] : INFO : Epoch 1648 | loss: 0.0311552 | val_loss: 0.031164 | Time: 5333.21 ms
[2022-04-11 19:14:33 main:574] : INFO : Epoch 1649 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 5325.77 ms
[2022-04-11 19:14:39 main:574] : INFO : Epoch 1650 | loss: 0.0311592 | val_loss: 0.0311645 | Time: 5324.05 ms
[2022-04-11 19:14:44 main:574] : INFO : Epoch 1651 | loss: 0.0311606 | val_loss: 0.0311649 | Time: 5328.26 ms
[2022-04-11 19:14:49 main:574] : INFO : Epoch 1652 | loss: 0.03116 | val_loss: 0.0311706 | Time: 5328.27 ms
[2022-04-11 19:14:55 main:574] : INFO : Epoch 1653 | loss: 0.031166 | val_loss: 0.0311756 | Time: 5324.57 ms
[2022-04-11 19:15:00 main:574] : INFO : Epoch 1654 | loss: 0.0311628 | val_loss: 0.0311685 | Time: 5329.63 ms
[2022-04-11 19:15:05 main:574] : INFO : Epoch 1655 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 5326.26 ms
[2022-04-11 19:15:11 main:574] : INFO : Epoch 1656 | loss: 0.0311608 | val_loss: 0.0311681 | Time: 5329.64 ms
[2022-04-11 19:15:16 main:574] : INFO : Epoch 1657 | loss: 0.0311599 | val_loss: 0.031167 | Time: 5321.86 ms
[2022-04-11 19:15:21 main:574] : INFO : Epoch 1658 | loss: 0.0311574 | val_loss: 0.0311698 | Time: 5326.73 ms
[2022-04-11 19:15:27 main:574] : INFO : Epoch 1659 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 5325.08 ms
[2022-04-11 19:15:32 main:574] : INFO : Epoch 1660 | loss: 0.0311564 | val_loss: 0.031166 | Time: 5323.69 ms
[2022-04-11 19:15:37 main:574] : INFO : Epoch 1661 | loss: 0.0311563 | val_loss: 0.0311683 | Time: 5329.64 ms
[2022-04-11 19:15:43 main:574] : INFO : Epoch 1662 | loss: 0.0311576 | val_loss: 0.0311689 | Time: 5326.38 ms
[2022-04-11 19:15:48 main:574] : INFO : Epoch 1663 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 5322.26 ms
[2022-04-11 19:15:53 main:574] : INFO : Epoch 1664 | loss: 0.031159 | val_loss: 0.0311664 | Time: 5320.41 ms
[2022-04-11 19:15:59 main:574] : INFO : Epoch 1665 | loss: 0.0311564 | val_loss: 0.0311656 | Time: 5327.65 ms
[2022-04-11 19:16:04 main:574] : INFO : Epoch 1666 | loss: 0.0311566 | val_loss: 0.0311648 | Time: 5330.14 ms
[2022-04-11 19:16:09 main:574] : INFO : Epoch 1667 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 5327.12 ms
[2022-04-11 19:16:15 main:574] : INFO : Epoch 1668 | loss: 0.031155 | val_loss: 0.0311644 | Time: 5328.23 ms
[2022-04-11 19:16:20 main:574] : INFO : Epoch 1669 | loss: 0.0311559 | val_loss: 0.0311636 | Time: 5328.53 ms
[2022-04-11 19:16:25 main:574] : INFO : Epoch 1670 | loss: 0.0311522 | val_loss: 0.0311645 | Time: 5321.52 ms
[2022-04-11 19:16:31 main:574] : INFO : Epoch 1671 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 5320.89 ms
[2022-04-11 19:16:36 main:574] : INFO : Epoch 1672 | loss: 0.0311576 | val_loss: 0.0311624 | Time: 5328.43 ms
[2022-04-11 19:16:41 main:574] : INFO : Epoch 1673 | loss: 0.0311583 | val_loss: 0.0311646 | Time: 5321.13 ms
[2022-04-11 19:16:47 main:574] : INFO : Epoch 1674 | loss: 0.0311624 | val_loss: 0.0311694 | Time: 5320.91 ms
[2022-04-11 19:16:52 main:574] : INFO : Epoch 1675 | loss: 0.031161 | val_loss: 0.0311687 | Time: 5325.86 ms
[2022-04-11 19:16:57 main:574] : INFO : Epoch 1676 | loss: 0.0311617 | val_loss: 0.0311647 | Time: 5325.16 ms
[2022-04-11 19:17:03 main:574] : INFO : Epoch 1677 | loss: 0.0311588 | val_loss: 0.0311685 | Time: 5323.44 ms
[2022-04-11 19:17:08 main:574] : INFO : Epoch 1678 | loss: 0.0311582 | val_loss: 0.0311652 | Time: 5322.14 ms
[2022-04-11 19:17:13 main:574] : INFO : Epoch 1679 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 5326.05 ms
[2022-04-11 19:17:19 main:574] : INFO : Epoch 1680 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 5339.47 ms
[2022-04-11 19:17:24 main:574] : INFO : Epoch 1681 | loss: 0.0311583 | val_loss: 0.0311653 | Time: 5326.63 ms
[2022-04-11 19:17:29 main:574] : INFO : Epoch 1682 | loss: 0.0311569 | val_loss: 0.0311675 | Time: 5332.02 ms
[2022-04-11 19:17:35 main:574] : INFO : Epoch 1683 | loss: 0.0311602 | val_loss: 0.0311657 | Time: 5329.11 ms
[2022-04-11 19:17:40 main:574] : INFO : Epoch 1684 | loss: 0.0311632 | val_loss: 0.0311642 | Time: 5325.89 ms
[2022-04-11 19:17:45 main:574] : INFO : Epoch 1685 | loss: 0.0311617 | val_loss: 0.0311655 | Time: 5323.74 ms
[2022-04-11 19:17:51 main:574] : INFO : Epoch 1686 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 5336.01 ms
[2022-04-11 19:17:56 main:574] : INFO : Epoch 1687 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 5316.14 ms
[2022-04-11 19:18:01 main:574] : INFO : Epoch 1688 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 5324.94 ms
[2022-04-11 19:18:07 main:574] : INFO : Epoch 1689 | loss: 0.031165 | val_loss: 0.0311701 | Time: 5327.84 ms
[2022-04-11 19:18:12 main:574] : INFO : Epoch 1690 | loss: 0.0311638 | val_loss: 0.031166 | Time: 5326.03 ms
[2022-04-11 19:18:17 main:574] : INFO : Epoch 1691 | loss: 0.0311612 | val_loss: 0.0311654 | Time: 5326.7 ms
[2022-04-11 19:18:23 main:574] : INFO : Epoch 1692 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 5323.59 ms
[2022-04-11 19:18:28 main:574] : INFO : Epoch 1693 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 5329.3 ms
[2022-04-11 19:18:33 main:574] : INFO : Epoch 1694 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 5336.62 ms
[2022-04-11 19:18:39 main:574] : INFO : Epoch 1695 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 5328.6 ms
[2022-04-11 19:18:44 main:574] : INFO : Epoch 1696 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 5333.25 ms
[2022-04-11 19:18:49 main:574] : INFO : Epoch 1697 | loss: 0.0311564 | val_loss: 0.0311682 | Time: 5328.98 ms
[2022-04-11 19:18:55 main:574] : INFO : Epoch 1698 | loss: 0.0311565 | val_loss: 0.0311687 | Time: 5321.35 ms
[2022-04-11 19:19:00 main:574] : INFO : Epoch 1699 | loss: 0.0311556 | val_loss: 0.0311669 | Time: 5329.34 ms
[2022-04-11 19:19:05 main:574] : INFO : Epoch 1700 | loss: 0.0311551 | val_loss: 0.031168 | Time: 5323.41 ms
[2022-04-11 19:19:11 main:574] : INFO : Epoch 1701 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 5326.93 ms
[2022-04-11 19:19:16 main:574] : INFO : Epoch 1702 | loss: 0.0311572 | val_loss: 0.0311707 | Time: 5330.67 ms
[2022-04-11 19:19:21 main:574] : INFO : Epoch 1703 | loss: 0.0311583 | val_loss: 0.0311637 | Time: 5326.33 ms
[2022-04-11 19:19:27 main:574] : INFO : Epoch 1704 | loss: 0.0311594 | val_loss: 0.0311708 | Time: 5331.88 ms
[2022-04-11 19:19:32 main:574] : INFO : Epoch 1705 | loss: 0.0311604 | val_loss: 0.0311755 | Time: 5329.84 ms
[2022-04-11 19:19:37 main:574] : INFO : Epoch 1706 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 5325.39 ms
[2022-04-11 19:19:43 main:574] : INFO : Epoch 1707 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 5325.83 ms
[2022-04-11 19:19:48 main:574] : INFO : Epoch 1708 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 5334.32 ms
[2022-04-11 19:19:53 main:574] : INFO : Epoch 1709 | loss: 0.0311564 | val_loss: 0.0311646 | Time: 5326.03 ms
[2022-04-11 19:19:59 main:574] : INFO : Epoch 1710 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 5331.17 ms
[2022-04-11 19:20:04 main:574] : INFO : Epoch 1711 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 5327.42 ms
[2022-04-11 19:20:09 main:574] : INFO : Epoch 1712 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 5321.69 ms
[2022-04-11 19:20:15 main:574] : INFO : Epoch 1713 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 5320.78 ms
[2022-04-11 19:20:20 main:574] : INFO : Epoch 1714 | loss: 0.031168 | val_loss: 0.0311728 | Time: 5329.8 ms
[2022-04-11 19:20:25 main:574] : INFO : Epoch 1715 | loss: 0.0311697 | val_loss: 0.0311727 | Time: 5329.44 ms
[2022-04-11 19:20:31 main:574] : INFO : Epoch 1716 | loss: 0.0311692 | val_loss: 0.0311728 | Time: 5326.38 ms
[2022-04-11 19:20:36 main:574] : INFO : Epoch 1717 | loss: 0.0311729 | val_loss: 0.0311727 | Time: 5331.25 ms
[2022-04-11 19:20:41 main:574] : INFO : Epoch 1718 | loss: 0.0311729 | val_loss: 0.0311729 | Time: 5333.12 ms
[2022-04-11 19:20:47 main:574] : INFO : Epoch 1719 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 5322.31 ms
[2022-04-11 19:20:52 main:574] : INFO : Epoch 1720 | loss: 0.0311753 | val_loss: 0.0311758 | Time: 5325.36 ms
[2022-04-11 19:20:57 main:574] : INFO : Epoch 1721 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 5328.02 ms
[2022-04-11 19:21:03 main:574] : INFO : Epoch 1722 | loss: 0.0311704 | val_loss: 0.0311719 | Time: 5326.05 ms
[2022-04-11 19:21:08 main:574] : INFO : Epoch 1723 | loss: 0.0311701 | val_loss: 0.0311737 | Time: 5325.03 ms
[2022-04-11 19:21:13 main:574] : INFO : Epoch 1724 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 5325.23 ms
[2022-04-11 19:21:19 main:574] : INFO : Epoch 1725 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 5329.05 ms
[2022-04-11 19:21:24 main:574] : INFO : Epoch 1726 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 5321.5 ms
[2022-04-11 19:21:29 main:574] : INFO : Epoch 1727 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 5322.18 ms
[2022-04-11 19:21:35 main:574] : INFO : Epoch 1728 | loss: 0.0311787 | val_loss: 0.0311777 | Time: 5323.76 ms
[2022-04-11 19:21:40 main:574] : INFO : Epoch 1729 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 5322.34 ms
[2022-04-11 19:21:45 main:574] : INFO : Epoch 1730 | loss: 0.0311824 | val_loss: 0.031183 | Time: 5326.26 ms
[2022-04-11 19:21:51 main:574] : INFO : Epoch 1731 | loss: 0.0311846 | val_loss: 0.0311893 | Time: 5330.89 ms
[2022-04-11 19:21:56 main:574] : INFO : Epoch 1732 | loss: 0.031184 | val_loss: 0.0311818 | Time: 5326.3 ms
[2022-04-11 19:22:01 main:574] : INFO : Epoch 1733 | loss: 0.0311808 | val_loss: 0.0311833 | Time: 5321.25 ms
[2022-04-11 19:22:07 main:574] : INFO : Epoch 1734 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 5323.73 ms
[2022-04-11 19:22:12 main:574] : INFO : Epoch 1735 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 5333.97 ms
[2022-04-11 19:22:17 main:574] : INFO : Epoch 1736 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 5326.62 ms
[2022-04-11 19:22:23 main:574] : INFO : Epoch 1737 | loss: 0.0311791 | val_loss: 0.031181 | Time: 5325.9 ms
[2022-04-11 19:22:28 main:574] : INFO : Epoch 1738 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 5334.78 ms
[2022-04-11 19:22:33 main:574] : INFO : Epoch 1739 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 5325.37 ms
[2022-04-11 19:22:39 main:574] : INFO : Epoch 1740 | loss: 0.031176 | val_loss: 0.0311837 | Time: 5332.82 ms
[2022-04-11 19:22:44 main:574] : INFO : Epoch 1741 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 5324.12 ms
[2022-04-11 19:22:49 main:574] : INFO : Epoch 1742 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 5324.42 ms
[2022-04-11 19:22:55 main:574] : INFO : Epoch 1743 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 5323.7 ms
[2022-04-11 19:23:00 main:574] : INFO : Epoch 1744 | loss: 0.031173 | val_loss: 0.0311766 | Time: 5340.7 ms
[2022-04-11 19:23:05 main:574] : INFO : Epoch 1745 | loss: 0.0311719 | val_loss: 0.0311772 | Time: 5332.68 ms
[2022-04-11 19:23:11 main:574] : INFO : Epoch 1746 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 5330.04 ms
[2022-04-11 19:23:16 main:574] : INFO : Epoch 1747 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 5327.14 ms
[2022-04-11 19:23:21 main:574] : INFO : Epoch 1748 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 5325.67 ms
[2022-04-11 19:23:27 main:574] : INFO : Epoch 1749 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 5325.11 ms
[2022-04-11 19:23:32 main:574] : INFO : Epoch 1750 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 5328.08 ms
[2022-04-11 19:23:37 main:574] : INFO : Epoch 1751 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 5327.9 ms
[2022-04-11 19:23:43 main:574] : INFO : Epoch 1752 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 5333.72 ms
[2022-04-11 19:23:48 main:574] : INFO : Epoch 1753 | loss: 0.031171 | val_loss: 0.0311778 | Time: 5326.58 ms
[2022-04-11 19:23:53 main:574] : INFO : Epoch 1754 | loss: 0.03117 | val_loss: 0.0311767 | Time: 5322.85 ms
[2022-04-11 19:23:59 main:574] : INFO : Epoch 1755 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 5324.24 ms
[2022-04-11 19:24:04 main:574] : INFO : Epoch 1756 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 5326.26 ms
[2022-04-11 19:24:09 main:574] : INFO : Epoch 1757 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 5328.82 ms
[2022-04-11 19:24:15 main:574] : INFO : Epoch 1758 | loss: 0.0311704 | val_loss: 0.0311847 | Time: 5324.49 ms
[2022-04-11 19:24:20 main:574] : INFO : Epoch 1759 | loss: 0.0311786 | val_loss: 0.0311854 | Time: 5329.15 ms
[2022-04-11 19:24:25 main:574] : INFO : Epoch 1760 | loss: 0.0311801 | val_loss: 0.031184 | Time: 5333.14 ms
[2022-04-11 19:24:31 main:574] : INFO : Epoch 1761 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 5322.05 ms
[2022-04-11 19:24:36 main:574] : INFO : Epoch 1762 | loss: 0.0311803 | val_loss: 0.0311836 | Time: 5320.9 ms
[2022-04-11 19:24:41 main:574] : INFO : Epoch 1763 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 5328.93 ms
[2022-04-11 19:24:47 main:574] : INFO : Epoch 1764 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 5332.57 ms
[2022-04-11 19:24:52 main:574] : INFO : Epoch 1765 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 5319.24 ms
[2022-04-11 19:24:57 main:574] : INFO : Epoch 1766 | loss: 0.0311791 | val_loss: 0.031187 | Time: 5327.42 ms
[2022-04-11 19:25:03 main:574] : INFO : Epoch 1767 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 5332.35 ms
[2022-04-11 19:25:08 main:574] : INFO : Epoch 1768 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 5327.11 ms
[2022-04-11 19:25:13 main:574] : INFO : Epoch 1769 | loss: 0.0311756 | val_loss: 0.0311836 | Time: 5319.67 ms
[2022-04-11 19:25:19 main:574] : INFO : Epoch 1770 | loss: 0.031179 | val_loss: 0.0311834 | Time: 5328.68 ms
[2022-04-11 19:25:24 main:574] : INFO : Epoch 1771 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 5318.77 ms
[2022-04-11 19:25:29 main:574] : INFO : Epoch 1772 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 5326.72 ms
[2022-04-11 19:25:35 main:574] : INFO : Epoch 1773 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 5332.89 ms
[2022-04-11 19:25:40 main:574] : INFO : Epoch 1774 | loss: 0.031179 | val_loss: 0.031185 | Time: 5332.24 ms
[2022-04-11 19:25:45 main:574] : INFO : Epoch 1775 | loss: 0.031177 | val_loss: 0.0311846 | Time: 5331.74 ms
[2022-04-11 19:25:51 main:574] : INFO : Epoch 1776 | loss: 0.0311749 | val_loss: 0.031185 | Time: 5338.32 ms
[2022-04-11 19:25:56 main:574] : INFO : Epoch 1777 | loss: 0.0311736 | val_loss: 0.0311832 | Time: 5325.04 ms
[2022-04-11 19:26:01 main:574] : INFO : Epoch 1778 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 5327.93 ms
[2022-04-11 19:26:07 main:574] : INFO : Epoch 1779 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 5333.62 ms
[2022-04-11 19:26:12 main:574] : INFO : Epoch 1780 | loss: 0.031175 | val_loss: 0.0311848 | Time: 5339.25 ms
[2022-04-11 19:26:17 main:574] : INFO : Epoch 1781 | loss: 0.031174 | val_loss: 0.0311853 | Time: 5327.15 ms
[2022-04-11 19:26:23 main:574] : INFO : Epoch 1782 | loss: 0.031174 | val_loss: 0.0311807 | Time: 5331.87 ms
[2022-04-11 19:26:28 main:574] : INFO : Epoch 1783 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 5326.5 ms
[2022-04-11 19:26:33 main:574] : INFO : Epoch 1784 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 5332.53 ms
[2022-04-11 19:26:39 main:574] : INFO : Epoch 1785 | loss: 0.0311723 | val_loss: 0.0311795 | Time: 5324.99 ms
[2022-04-11 19:26:44 main:574] : INFO : Epoch 1786 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 5323.8 ms
[2022-04-11 19:26:49 main:574] : INFO : Epoch 1787 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 5332.09 ms
[2022-04-11 19:26:55 main:574] : INFO : Epoch 1788 | loss: 0.0311755 | val_loss: 0.031182 | Time: 5339.39 ms
[2022-04-11 19:27:00 main:574] : INFO : Epoch 1789 | loss: 0.0311798 | val_loss: 0.031182 | Time: 5326.82 ms
[2022-04-11 19:27:05 main:574] : INFO : Epoch 1790 | loss: 0.0311793 | val_loss: 0.0311855 | Time: 5324.9 ms
[2022-04-11 19:27:11 main:574] : INFO : Epoch 1791 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 5324.97 ms
[2022-04-11 19:27:16 main:574] : INFO : Epoch 1792 | loss: 0.0311782 | val_loss: 0.0311842 | Time: 5330.83 ms
[2022-04-11 19:27:21 main:574] : INFO : Epoch 1793 | loss: 0.0311777 | val_loss: 0.0311866 | Time: 5323.38 ms
[2022-04-11 19:27:27 main:574] : INFO : Epoch 1794 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 5332.17 ms
[2022-04-11 19:27:32 main:574] : INFO : Epoch 1795 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 5329.64 ms
[2022-04-11 19:27:37 main:574] : INFO : Epoch 1796 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 5327.24 ms
[2022-04-11 19:27:43 main:574] : INFO : Epoch 1797 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 5320.08 ms
[2022-04-11 19:27:48 main:574] : INFO : Epoch 1798 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 5324.24 ms
[2022-04-11 19:27:53 main:574] : INFO : Epoch 1799 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 5327.54 ms
[2022-04-11 19:27:59 main:574] : INFO : Epoch 1800 | loss: 0.0311762 | val_loss: 0.031182 | Time: 5326.93 ms
[2022-04-11 19:28:04 main:574] : INFO : Epoch 1801 | loss: 0.0311767 | val_loss: 0.0311845 | Time: 5332.83 ms
[2022-04-11 19:28:09 main:574] : INFO : Epoch 1802 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 5329.48 ms
[2022-04-11 19:28:15 main:574] : INFO : Epoch 1803 | loss: 0.0311784 | val_loss: 0.031183 | Time: 5326.03 ms
[2022-04-11 19:28:20 main:574] : INFO : Epoch 1804 | loss: 0.0311767 | val_loss: 0.0311836 | Time: 5328.75 ms
[2022-04-11 19:28:25 main:574] : INFO : Epoch 1805 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 5330.48 ms
[2022-04-11 19:28:30 main:574] : INFO : Epoch 1806 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 5326.7 ms
[2022-04-11 19:28:36 main:574] : INFO : Epoch 1807 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 5324.55 ms
[2022-04-11 19:28:41 main:574] : INFO : Epoch 1808 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 5325.73 ms
[2022-04-11 19:28:46 main:574] : INFO : Epoch 1809 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 5318.01 ms
[2022-04-11 19:28:52 main:574] : INFO : Epoch 1810 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 5323.17 ms
[2022-04-11 19:28:57 main:574] : INFO : Epoch 1811 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 5323.53 ms
[2022-04-11 19:29:02 main:574] : INFO : Epoch 1812 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 5327.38 ms
[2022-04-11 19:29:08 main:574] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.031182 | Time: 5324.29 ms
[2022-04-11 19:29:13 main:574] : INFO : Epoch 1814 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 5327.77 ms
[2022-04-11 19:29:18 main:574] : INFO : Epoch 1815 | loss: 0.031175 | val_loss: 0.031181 | Time: 5330.24 ms
[2022-04-11 19:29:24 main:574] : INFO : Epoch 1816 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 5327.25 ms
[2022-04-11 19:29:29 main:574] : INFO : Epoch 1817 | loss: 0.0311746 | val_loss: 0.031183 | Time: 5325.64 ms
[2022-04-11 19:29:34 main:574] : INFO : Epoch 1818 | loss: 0.0311778 | val_loss: 0.031184 | Time: 5328.21 ms
[2022-04-11 19:29:40 main:574] : INFO : Epoch 1819 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 5327.1 ms
[2022-04-11 19:29:45 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.0311864 | Time: 5327.63 ms
[2022-04-11 19:29:50 main:574] : INFO : Epoch 1821 | loss: 0.031175 | val_loss: 0.0311805 | Time: 5326.3 ms
[2022-04-11 19:29:56 main:574] : INFO : Epoch 1822 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 5331.09 ms
[2022-04-11 19:30:01 main:574] : INFO : Epoch 1823 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 5326.88 ms
[2022-04-11 19:30:06 main:574] : INFO : Epoch 1824 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 5331.87 ms
[2022-04-11 19:30:12 main:574] : INFO : Epoch 1825 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 5324.44 ms
[2022-04-11 19:30:17 main:574] : INFO : Epoch 1826 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 5326.34 ms
[2022-04-11 19:30:22 main:574] : INFO : Epoch 1827 | loss: 0.0311746 | val_loss: 0.0311798 | Time: 5326.14 ms
[2022-04-11 19:30:28 main:574] : INFO : Epoch 1828 | loss: 0.0311746 | val_loss: 0.031179 | Time: 5328.83 ms
[2022-04-11 19:30:33 main:574] : INFO : Epoch 1829 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 5333.86 ms
[2022-04-11 19:30:38 main:574] : INFO : Epoch 1830 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 5326.9 ms
[2022-04-11 19:30:44 main:574] : INFO : Epoch 1831 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 5329.34 ms
[2022-04-11 19:30:49 main:574] : INFO : Epoch 1832 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 5330.62 ms
[2022-04-11 19:30:54 main:574] : INFO : Epoch 1833 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 5329.65 ms
[2022-04-11 19:31:00 main:574] : INFO : Epoch 1834 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 5326.91 ms
[2022-04-11 19:31:05 main:574] : INFO : Epoch 1835 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 5329.22 ms
[2022-04-11 19:31:10 main:574] : INFO : Epoch 1836 | loss: 0.0311733 | val_loss: 0.031181 | Time: 5333.59 ms
[2022-04-11 19:31:16 main:574] : INFO : Epoch 1837 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 5323.72 ms
[2022-04-11 19:31:21 main:574] : INFO : Epoch 1838 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 5322.09 ms
[2022-04-11 19:31:26 main:574] : INFO : Epoch 1839 | loss: 0.0311735 | val_loss: 0.0311807 | Time: 5332.08 ms
[2022-04-11 19:31:32 main:574] : INFO : Epoch 1840 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 5332.38 ms
[2022-04-11 19:31:37 main:574] : INFO : Epoch 1841 | loss: 0.0311751 | val_loss: 0.031182 | Time: 5326.88 ms
[2022-04-11 19:31:42 main:574] : INFO : Epoch 1842 | loss: 0.031175 | val_loss: 0.031181 | Time: 5328.93 ms
[2022-04-11 19:31:48 main:574] : INFO : Epoch 1843 | loss: 0.0311759 | val_loss: 0.0311919 | Time: 5333.85 ms
[2022-04-11 19:31:53 main:574] : INFO : Epoch 1844 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 5329.36 ms
[2022-04-11 19:31:58 main:574] : INFO : Epoch 1845 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 5324.14 ms
[2022-04-11 19:32:04 main:574] : INFO : Epoch 1846 | loss: 0.0311732 | val_loss: 0.0311832 | Time: 5322.47 ms
[2022-04-11 19:32:09 main:574] : INFO : Epoch 1847 | loss: 0.0311728 | val_loss: 0.031183 | Time: 5324.93 ms
[2022-04-11 19:32:14 main:574] : INFO : Epoch 1848 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 5326.13 ms
[2022-04-11 19:32:20 main:574] : INFO : Epoch 1849 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 5327.29 ms
[2022-04-11 19:32:25 main:574] : INFO : Epoch 1850 | loss: 0.0311727 | val_loss: 0.031179 | Time: 5327.75 ms
[2022-04-11 19:32:30 main:574] : INFO : Epoch 1851 | loss: 0.031173 | val_loss: 0.0311835 | Time: 5329.08 ms
[2022-04-11 19:32:36 main:574] : INFO : Epoch 1852 | loss: 0.031172 | val_loss: 0.0311793 | Time: 5322.78 ms
[2022-04-11 19:32:41 main:574] : INFO : Epoch 1853 | loss: 0.031174 | val_loss: 0.0311851 | Time: 5321.18 ms
[2022-04-11 19:32:46 main:574] : INFO : Epoch 1854 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 5327.11 ms
[2022-04-11 19:32:52 main:574] : INFO : Epoch 1855 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 5327.77 ms
[2022-04-11 19:32:57 main:574] : INFO : Epoch 1856 | loss: 0.031172 | val_loss: 0.0311804 | Time: 5328.93 ms
[2022-04-11 19:33:02 main:574] : INFO : Epoch 1857 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 5341.5 ms
[2022-04-11 19:33:08 main:574] : INFO : Epoch 1858 | loss: 0.0311723 | val_loss: 0.0311825 | Time: 5329.09 ms
[2022-04-11 19:33:13 main:574] : INFO : Epoch 1859 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 5322.05 ms
[2022-04-11 19:33:18 main:574] : INFO : Epoch 1860 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 5322.09 ms
[2022-04-11 19:33:24 main:574] : INFO : Epoch 1861 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 5333.65 ms
[2022-04-11 19:33:29 main:574] : INFO : Epoch 1862 | loss: 0.0311757 | val_loss: 0.0311794 | Time: 5327.39 ms
[2022-04-11 19:33:34 main:574] : INFO : Epoch 1863 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 5328.44 ms
[2022-04-11 19:33:40 main:574] : INFO : Epoch 1864 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 5330.09 ms
[2022-04-11 19:33:45 main:574] : INFO : Epoch 1865 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 5326.95 ms
[2022-04-11 19:33:50 main:574] : INFO : Epoch 1866 | loss: 0.031174 | val_loss: 0.0311787 | Time: 5327.04 ms
[2022-04-11 19:33:56 main:574] : INFO : Epoch 1867 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 5319.3 ms
[2022-04-11 19:34:01 main:574] : INFO : Epoch 1868 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 5322.22 ms
[2022-04-11 19:34:06 main:574] : INFO : Epoch 1869 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 5326.61 ms
[2022-04-11 19:34:12 main:574] : INFO : Epoch 1870 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 5325.29 ms
[2022-04-11 19:34:17 main:574] : INFO : Epoch 1871 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 5325.82 ms
[2022-04-11 19:34:22 main:574] : INFO : Epoch 1872 | loss: 0.0311716 | val_loss: 0.0311853 | Time: 5328.81 ms
[2022-04-11 19:34:28 main:574] : INFO : Epoch 1873 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 5327.36 ms
[2022-04-11 19:34:33 main:574] : INFO : Epoch 1874 | loss: 0.031173 | val_loss: 0.0311807 | Time: 5323.82 ms
[2022-04-11 19:34:38 main:574] : INFO : Epoch 1875 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 5323.65 ms
[2022-04-11 19:34:44 main:574] : INFO : Epoch 1876 | loss: 0.0311715 | val_loss: 0.0311817 | Time: 5328.24 ms
[2022-04-11 19:34:49 main:574] : INFO : Epoch 1877 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 5327.82 ms
[2022-04-11 19:34:54 main:574] : INFO : Epoch 1878 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 5329.4 ms
[2022-04-11 19:35:00 main:574] : INFO : Epoch 1879 | loss: 0.0311716 | val_loss: 0.0311801 | Time: 5323.83 ms
[2022-04-11 19:35:05 main:574] : INFO : Epoch 1880 | loss: 0.031174 | val_loss: 0.0311823 | Time: 5321.82 ms
[2022-04-11 19:35:10 main:574] : INFO : Epoch 1881 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 5324.18 ms
[2022-04-11 19:35:16 main:574] : INFO : Epoch 1882 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 5325.8 ms
[2022-04-11 19:35:21 main:574] : INFO : Epoch 1883 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 5330.66 ms
[2022-04-11 19:35:26 main:574] : INFO : Epoch 1884 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 5322.86 ms
[2022-04-11 19:35:32 main:574] : INFO : Epoch 1885 | loss: 0.0311721 | val_loss: 0.031186 | Time: 5335.31 ms
[2022-04-11 19:35:37 main:574] : INFO : Epoch 1886 | loss: 0.031175 | val_loss: 0.0311919 | Time: 5325.82 ms
[2022-04-11 19:35:42 main:574] : INFO : Epoch 1887 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 5324.84 ms
[2022-04-11 19:35:48 main:574] : INFO : Epoch 1888 | loss: 0.031172 | val_loss: 0.0311892 | Time: 5327.54 ms
[2022-04-11 19:35:53 main:574] : INFO : Epoch 1889 | loss: 0.0311708 | val_loss: 0.0311851 | Time: 5330.13 ms
[2022-04-11 19:35:58 main:574] : INFO : Epoch 1890 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 5326.19 ms
[2022-04-11 19:36:04 main:574] : INFO : Epoch 1891 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 5323.36 ms
[2022-04-11 19:36:09 main:574] : INFO : Epoch 1892 | loss: 0.0311732 | val_loss: 0.031181 | Time: 5326.69 ms
[2022-04-11 19:36:14 main:574] : INFO : Epoch 1893 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 5332.1 ms
[2022-04-11 19:36:20 main:574] : INFO : Epoch 1894 | loss: 0.031172 | val_loss: 0.0311826 | Time: 5329.14 ms
[2022-04-11 19:36:25 main:574] : INFO : Epoch 1895 | loss: 0.0311717 | val_loss: 0.0311805 | Time: 5322.09 ms
[2022-04-11 19:36:30 main:574] : INFO : Epoch 1896 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 5321.12 ms
[2022-04-11 19:36:36 main:574] : INFO : Epoch 1897 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 5332.58 ms
[2022-04-11 19:36:41 main:574] : INFO : Epoch 1898 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 5332.57 ms
[2022-04-11 19:36:46 main:574] : INFO : Epoch 1899 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 5326.66 ms
[2022-04-11 19:36:52 main:574] : INFO : Epoch 1900 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 5331.64 ms
[2022-04-11 19:36:57 main:574] : INFO : Epoch 1901 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 5328.74 ms
[2022-04-11 19:37:02 main:574] : INFO : Epoch 1902 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 5323.15 ms
[2022-04-11 19:37:08 main:574] : INFO : Epoch 1903 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 5328.27 ms
[2022-04-11 19:37:13 main:574] : INFO : Epoch 1904 | loss: 0.0311746 | val_loss: 0.031185 | Time: 5324.93 ms
[2022-04-11 19:37:18 main:574] : INFO : Epoch 1905 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 5328.58 ms
[2022-04-11 19:37:24 main:574] : INFO : Epoch 1906 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 5333.85 ms
[2022-04-11 19:37:29 main:574] : INFO : Epoch 1907 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 5329.36 ms
[2022-04-11 19:37:34 main:574] : INFO : Epoch 1908 | loss: 0.0311738 | val_loss: 0.031179 | Time: 5323.44 ms
[2022-04-11 19:37:40 main:574] : INFO : Epoch 1909 | loss: 0.031176 | val_loss: 0.031181 | Time: 5320.95 ms
[2022-04-11 19:37:45 main:574] : INFO : Epoch 1910 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 5325.92 ms
[2022-04-11 19:37:50 main:574] : INFO : Epoch 1911 | loss: 0.0311762 | val_loss: 0.031184 | Time: 5326.18 ms
[2022-04-11 19:37:56 main:574] : INFO : Epoch 1912 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 5329.82 ms
[2022-04-11 19:38:01 main:574] : INFO : Epoch 1913 | loss: 0.0311791 | val_loss: 0.0311885 | Time: 5331.65 ms
[2022-04-11 19:38:06 main:574] : INFO : Epoch 1914 | loss: 0.031179 | val_loss: 0.0311818 | Time: 5324.48 ms
[2022-04-11 19:38:12 main:574] : INFO : Epoch 1915 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 5330.02 ms
[2022-04-11 19:38:17 main:574] : INFO : Epoch 1916 | loss: 0.031176 | val_loss: 0.03118 | Time: 5323.75 ms
[2022-04-11 19:38:22 main:574] : INFO : Epoch 1917 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 5328.23 ms
[2022-04-11 19:38:28 main:574] : INFO : Epoch 1918 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 5326.34 ms
[2022-04-11 19:38:33 main:574] : INFO : Epoch 1919 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 5328.67 ms
[2022-04-11 19:38:38 main:574] : INFO : Epoch 1920 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 5330.44 ms
[2022-04-11 19:38:44 main:574] : INFO : Epoch 1921 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 5325.84 ms
[2022-04-11 19:38:49 main:574] : INFO : Epoch 1922 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 5324.56 ms
[2022-04-11 19:38:54 main:574] : INFO : Epoch 1923 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 5324.8 ms
[2022-04-11 19:39:00 main:574] : INFO : Epoch 1924 | loss: 0.0311727 | val_loss: 0.031176 | Time: 5328.4 ms
[2022-04-11 19:39:05 main:574] : INFO : Epoch 1925 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 5328.93 ms
[2022-04-11 19:39:10 main:574] : INFO : Epoch 1926 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 5325.15 ms
[2022-04-11 19:39:16 main:574] : INFO : Epoch 1927 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 5330.65 ms
[2022-04-11 19:39:21 main:574] : INFO : Epoch 1928 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 5330.37 ms
[2022-04-11 19:39:26 main:574] : INFO : Epoch 1929 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 5322.9 ms
[2022-04-11 19:39:32 main:574] : INFO : Epoch 1930 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 5325.66 ms
[2022-04-11 19:39:37 main:574] : INFO : Epoch 1931 | loss: 0.0311722 | val_loss: 0.0311741 | Time: 5330.47 ms
[2022-04-11 19:39:42 main:574] : INFO : Epoch 1932 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 5328.22 ms
[2022-04-11 19:39:48 main:574] : INFO : Epoch 1933 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 5323.31 ms
[2022-04-11 19:39:53 main:574] : INFO : Epoch 1934 | loss: 0.0311712 | val_loss: 0.0311811 | Time: 5335 ms
[2022-04-11 19:39:58 main:574] : INFO : Epoch 1935 | loss: 0.031171 | val_loss: 0.0311782 | Time: 5328.08 ms
[2022-04-11 19:40:04 main:574] : INFO : Epoch 1936 | loss: 0.0311708 | val_loss: 0.0311783 | Time: 5323.14 ms
[2022-04-11 19:40:09 main:574] : INFO : Epoch 1937 | loss: 0.0311729 | val_loss: 0.0311786 | Time: 5325.51 ms
[2022-04-11 19:40:14 main:574] : INFO : Epoch 1938 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 5325.81 ms
[2022-04-11 19:40:20 main:574] : INFO : Epoch 1939 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 5327.94 ms
[2022-04-11 19:40:25 main:574] : INFO : Epoch 1940 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 5328.29 ms
[2022-04-11 19:40:30 main:574] : INFO : Epoch 1941 | loss: 0.031171 | val_loss: 0.0311752 | Time: 5333 ms
[2022-04-11 19:40:36 main:574] : INFO : Epoch 1942 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 5327.97 ms
[2022-04-11 19:40:41 main:574] : INFO : Epoch 1943 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 5319.51 ms
[2022-04-11 19:40:46 main:574] : INFO : Epoch 1944 | loss: 0.0311724 | val_loss: 0.031177 | Time: 5324.97 ms
[2022-04-11 19:40:52 main:574] : INFO : Epoch 1945 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 5337.44 ms
[2022-04-11 19:40:57 main:574] : INFO : Epoch 1946 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 5321.44 ms
[2022-04-11 19:41:02 main:574] : INFO : Epoch 1947 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 5324.24 ms
[2022-04-11 19:41:08 main:574] : INFO : Epoch 1948 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 5332.36 ms
[2022-04-11 19:41:13 main:574] : INFO : Epoch 1949 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 5330.27 ms
[2022-04-11 19:41:18 main:574] : INFO : Epoch 1950 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 5323.98 ms
[2022-04-11 19:41:24 main:574] : INFO : Epoch 1951 | loss: 0.0311709 | val_loss: 0.0311743 | Time: 5319.68 ms
[2022-04-11 19:41:29 main:574] : INFO : Epoch 1952 | loss: 0.0311698 | val_loss: 0.0311805 | Time: 5327.68 ms
[2022-04-11 19:41:34 main:574] : INFO : Epoch 1953 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 5335.4 ms
[2022-04-11 19:41:40 main:574] : INFO : Epoch 1954 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 5321.92 ms
[2022-04-11 19:41:45 main:574] : INFO : Epoch 1955 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 5330.06 ms
[2022-04-11 19:41:50 main:574] : INFO : Epoch 1956 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 5332.95 ms
[2022-04-11 19:41:56 main:574] : INFO : Epoch 1957 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 5330.14 ms
[2022-04-11 19:42:01 main:574] : INFO : Epoch 1958 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 5327.5 ms
[2022-04-11 19:42:06 main:574] : INFO : Epoch 1959 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 5324.6 ms
[2022-04-11 19:42:12 main:574] : INFO : Epoch 1960 | loss: 0.0311827 | val_loss: 0.0312131 | Time: 5324 ms
[2022-04-11 19:42:17 main:574] : INFO : Epoch 1961 | loss: 0.0343016 | val_loss: 0.0386283 | Time: 5325.46 ms
[2022-04-11 19:42:22 main:574] : INFO : Epoch 1962 | loss: 0.032866 | val_loss: 0.0316622 | Time: 5323.98 ms
[2022-04-11 19:42:28 main:574] : INFO : Epoch 1963 | loss: 0.0314433 | val_loss: 0.0312977 | Time: 5328.85 ms
[2022-04-11 19:42:33 main:574] : INFO : Epoch 1964 | loss: 0.03127 | val_loss: 0.0312504 | Time: 5330.37 ms
[2022-04-11 19:42:38 main:574] : INFO : Epoch 1965 | loss: 0.0312295 | val_loss: 0.0312038 | Time: 5323.4 ms
[2022-04-11 19:42:44 main:574] : INFO : Epoch 1966 | loss: 0.0311988 | val_loss: 0.031193 | Time: 5326.19 ms
[2022-04-11 19:42:49 main:574] : INFO : Epoch 1967 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 5326.46 ms
[2022-04-11 19:42:54 main:574] : INFO : Epoch 1968 | loss: 0.0311919 | val_loss: 0.0311874 | Time: 5327.22 ms
[2022-04-11 19:43:00 main:574] : INFO : Epoch 1969 | loss: 0.0311902 | val_loss: 0.0311845 | Time: 5328.86 ms
[2022-04-11 19:43:05 main:574] : INFO : Epoch 1970 | loss: 0.0311884 | val_loss: 0.0311828 | Time: 5327.78 ms
[2022-04-11 19:43:10 main:574] : INFO : Epoch 1971 | loss: 0.0311863 | val_loss: 0.0311809 | Time: 5328.7 ms
[2022-04-11 19:43:16 main:574] : INFO : Epoch 1972 | loss: 0.0311841 | val_loss: 0.0311781 | Time: 5324.53 ms
[2022-04-11 19:43:21 main:574] : INFO : Epoch 1973 | loss: 0.0311822 | val_loss: 0.0311788 | Time: 5326.53 ms
[2022-04-11 19:43:26 main:574] : INFO : Epoch 1974 | loss: 0.0311805 | val_loss: 0.0311771 | Time: 5323.34 ms
[2022-04-11 19:43:32 main:574] : INFO : Epoch 1975 | loss: 0.031179 | val_loss: 0.0311758 | Time: 5322.57 ms
[2022-04-11 19:43:37 main:574] : INFO : Epoch 1976 | loss: 0.031178 | val_loss: 0.0311752 | Time: 5330.09 ms
[2022-04-11 19:43:42 main:574] : INFO : Epoch 1977 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 5323.55 ms
[2022-04-11 19:43:48 main:574] : INFO : Epoch 1978 | loss: 0.0311779 | val_loss: 0.0311788 | Time: 5309.89 ms
[2022-04-11 19:43:53 main:574] : INFO : Epoch 1979 | loss: 0.0311786 | val_loss: 0.0311781 | Time: 5324.2 ms
[2022-04-11 19:43:58 main:574] : INFO : Epoch 1980 | loss: 0.0311777 | val_loss: 0.0311769 | Time: 5330.4 ms
[2022-04-11 19:44:04 main:574] : INFO : Epoch 1981 | loss: 0.031179 | val_loss: 0.0311801 | Time: 5331.29 ms
[2022-04-11 19:44:09 main:574] : INFO : Epoch 1982 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 5324.91 ms
[2022-04-11 19:44:14 main:574] : INFO : Epoch 1983 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 5328.64 ms
[2022-04-11 19:44:20 main:574] : INFO : Epoch 1984 | loss: 0.0311784 | val_loss: 0.0311773 | Time: 5327.48 ms
[2022-04-11 19:44:25 main:574] : INFO : Epoch 1985 | loss: 0.0311772 | val_loss: 0.0311771 | Time: 5327.82 ms
[2022-04-11 19:44:30 main:574] : INFO : Epoch 1986 | loss: 0.0311767 | val_loss: 0.0311775 | Time: 5322.4 ms
[2022-04-11 19:44:36 main:574] : INFO : Epoch 1987 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 5326.72 ms
[2022-04-11 19:44:41 main:574] : INFO : Epoch 1988 | loss: 0.0311763 | val_loss: 0.031178 | Time: 5319.01 ms
[2022-04-11 19:44:46 main:574] : INFO : Epoch 1989 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 5324.95 ms
[2022-04-11 19:44:52 main:574] : INFO : Epoch 1990 | loss: 0.031176 | val_loss: 0.0311789 | Time: 5329.7 ms
[2022-04-11 19:44:57 main:574] : INFO : Epoch 1991 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 5323.74 ms
[2022-04-11 19:45:02 main:574] : INFO : Epoch 1992 | loss: 0.031176 | val_loss: 0.03118 | Time: 5326.88 ms
[2022-04-11 19:45:07 main:574] : INFO : Epoch 1993 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 5325.54 ms
[2022-04-11 19:45:13 main:574] : INFO : Epoch 1994 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 5320.55 ms
[2022-04-11 19:45:18 main:574] : INFO : Epoch 1995 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 5322.32 ms
[2022-04-11 19:45:23 main:574] : INFO : Epoch 1996 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 5326.2 ms
[2022-04-11 19:45:29 main:574] : INFO : Epoch 1997 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 5331.26 ms
[2022-04-11 19:45:34 main:574] : INFO : Epoch 1998 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 5328.57 ms
[2022-04-11 19:45:39 main:574] : INFO : Epoch 1999 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 5329.29 ms
[2022-04-11 19:45:45 main:574] : INFO : Epoch 2000 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 5327.23 ms
[2022-04-11 19:45:50 main:574] : INFO : Epoch 2001 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 5342.77 ms
[2022-04-11 19:45:55 main:574] : INFO : Epoch 2002 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 5323.44 ms
[2022-04-11 19:46:01 main:574] : INFO : Epoch 2003 | loss: 0.0311745 | val_loss: 0.031179 | Time: 5325.71 ms
[2022-04-11 19:46:06 main:574] : INFO : Epoch 2004 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 5329.98 ms
[2022-04-11 19:46:11 main:574] : INFO : Epoch 2005 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 5325.63 ms
[2022-04-11 19:46:17 main:574] : INFO : Epoch 2006 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 5327.08 ms
[2022-04-11 19:46:22 main:574] : INFO : Epoch 2007 | loss: 0.0311738 | val_loss: 0.031179 | Time: 5319.69 ms
[2022-04-11 19:46:27 main:574] : INFO : Epoch 2008 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 5328.04 ms
[2022-04-11 19:46:33 main:574] : INFO : Epoch 2009 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 5324.52 ms
[2022-04-11 19:46:38 main:574] : INFO : Epoch 2010 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 5325.48 ms
[2022-04-11 19:46:43 main:574] : INFO : Epoch 2011 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 5330.88 ms
[2022-04-11 19:46:49 main:574] : INFO : Epoch 2012 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 5329.68 ms
[2022-04-11 19:46:54 main:574] : INFO : Epoch 2013 | loss: 0.031174 | val_loss: 0.0311775 | Time: 5322.48 ms
[2022-04-11 19:46:59 main:574] : INFO : Epoch 2014 | loss: 0.0311737 | val_loss: 0.031176 | Time: 5325.55 ms
[2022-04-11 19:47:05 main:574] : INFO : Epoch 2015 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 5328.3 ms
[2022-04-11 19:47:10 main:574] : INFO : Epoch 2016 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 5331.32 ms
[2022-04-11 19:47:15 main:574] : INFO : Epoch 2017 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 5325.8 ms
[2022-04-11 19:47:21 main:574] : INFO : Epoch 2018 | loss: 0.0311732 | val_loss: 0.0311768 | Time: 5332.52 ms
[2022-04-11 19:47:26 main:574] : INFO : Epoch 2019 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 5323.96 ms
[2022-04-11 19:47:31 main:574] : INFO : Epoch 2020 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 5327.59 ms
[2022-04-11 19:47:37 main:574] : INFO : Epoch 2021 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 5322.25 ms
[2022-04-11 19:47:42 main:574] : INFO : Epoch 2022 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 5326.29 ms
[2022-04-11 19:47:47 main:574] : INFO : Epoch 2023 | loss: 0.031172 | val_loss: 0.031177 | Time: 5330.48 ms
[2022-04-11 19:47:53 main:574] : INFO : Epoch 2024 | loss: 0.031172 | val_loss: 0.0311767 | Time: 5323.18 ms
[2022-04-11 19:47:58 main:574] : INFO : Epoch 2025 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 5331.25 ms
[2022-04-11 19:48:03 main:574] : INFO : Epoch 2026 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 5332.66 ms
[2022-04-11 19:48:09 main:574] : INFO : Epoch 2027 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 5320.43 ms
[2022-04-11 19:48:14 main:574] : INFO : Epoch 2028 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 5326.44 ms
[2022-04-11 19:48:19 main:574] : INFO : Epoch 2029 | loss: 0.031174 | val_loss: 0.0311773 | Time: 5326.08 ms
[2022-04-11 19:48:25 main:574] : INFO : Epoch 2030 | loss: 0.031174 | val_loss: 0.03118 | Time: 5320.95 ms
[2022-04-11 19:48:30 main:574] : INFO : Epoch 2031 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 5324.76 ms
[2022-04-11 19:48:35 main:574] : INFO : Epoch 2032 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 5331.96 ms
[2022-04-11 19:48:41 main:574] : INFO : Epoch 2033 | loss: 0.0311733 | val_loss: 0.031178 | Time: 5333.52 ms
[2022-04-11 19:48:46 main:574] : INFO : Epoch 2034 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 5326.9 ms
[2022-04-11 19:48:51 main:574] : INFO : Epoch 2035 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 5324.44 ms
[2022-04-11 19:48:57 main:574] : INFO : Epoch 2036 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 5327.57 ms
[2022-04-11 19:49:02 main:574] : INFO : Epoch 2037 | loss: 0.0311752 | val_loss: 0.0311751 | Time: 5325.65 ms
[2022-04-11 19:49:07 main:574] : INFO : Epoch 2038 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 5323.22 ms
[2022-04-11 19:49:13 main:574] : INFO : Epoch 2039 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 5332.59 ms
[2022-04-11 19:49:18 main:574] : INFO : Epoch 2040 | loss: 0.0311782 | val_loss: 0.0311789 | Time: 5330.42 ms
[2022-04-11 19:49:23 main:574] : INFO : Epoch 2041 | loss: 0.031175 | val_loss: 0.0311762 | Time: 5327.29 ms
[2022-04-11 19:49:29 main:574] : INFO : Epoch 2042 | loss: 0.0311747 | val_loss: 0.0311748 | Time: 5319.6 ms
[2022-04-11 19:49:34 main:574] : INFO : Epoch 2043 | loss: 0.0311751 | val_loss: 0.0311751 | Time: 5329.4 ms
[2022-04-11 19:49:39 main:574] : INFO : Epoch 2044 | loss: 0.0311734 | val_loss: 0.0311758 | Time: 5323.09 ms
[2022-04-11 19:49:45 main:574] : INFO : Epoch 2045 | loss: 0.0311733 | val_loss: 0.0311756 | Time: 5330.13 ms
[2022-04-11 19:49:50 main:574] : INFO : Epoch 2046 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 5328.24 ms
[2022-04-11 19:49:55 main:574] : INFO : Epoch 2047 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 5328.73 ms
[2022-04-11 19:50:01 main:574] : INFO : Epoch 2048 | loss: 0.0311747 | val_loss: 0.0311762 | Time: 5324.07 ms
[2022-04-11 19:50:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311762
[2022-04-11 19:50:01 main:603] : INFO : Saving end state to config to file
[2022-04-11 19:50:01 main:608] : INFO : Success, exiting..
19:50:01 (13044): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)