Task 14382090
| Name | ParityModified-1647042938-27000-3-0_0 |
| Workunit | 11427152 |
| Created | 5 Apr 2022, 14:18:17 UTC |
| Sent | 11 Apr 2022, 6:15:30 UTC |
| Report deadline | 19 Apr 2022, 6:15:30 UTC |
| Received | 11 Apr 2022, 12:11:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 6 sec |
| CPU time | 2 hours 56 min 42 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> 1 14:26:30 main:574] : INFO : Epoch 1542 | loss: 0.0311564 | val_loss: 0.0311718 | Time: 5321.87 ms [2022-04-11 14:26:36 main:574] : INFO : Epoch 1543 | loss: 0.031156 | val_loss: 0.031173 | Time: 5324.76 ms [2022-04-11 14:26:41 main:574] : INFO : Epoch 1544 | loss: 0.031157 | val_loss: 0.0311727 | Time: 5323.42 ms [2022-04-11 14:26:46 main:574] : INFO : Epoch 1545 | loss: 0.0311573 | val_loss: 0.0311714 | Time: 5322.08 ms [2022-04-11 14:26:52 main:574] : INFO : Epoch 1546 | loss: 0.0311572 | val_loss: 0.0311714 | Time: 5328.2 ms [2022-04-11 14:26:57 main:574] : INFO : Epoch 1547 | loss: 0.0311561 | val_loss: 0.0311718 | Time: 5330.86 ms [2022-04-11 14:27:02 main:574] : INFO : Epoch 1548 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 5324.69 ms [2022-04-11 14:27:08 main:574] : INFO : Epoch 1549 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 5324.56 ms [2022-04-11 14:27:13 main:574] : INFO : Epoch 1550 | loss: 0.0311577 | val_loss: 0.0311722 | Time: 5331.67 ms [2022-04-11 14:27:18 main:574] : INFO : Epoch 1551 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 5322.45 ms [2022-04-11 14:27:24 main:574] : INFO : Epoch 1552 | loss: 0.0311593 | val_loss: 0.0311759 | Time: 5322.19 ms [2022-04-11 14:27:29 main:574] : INFO : Epoch 1553 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 5329.73 ms [2022-04-11 14:27:34 main:574] : INFO : Epoch 1554 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 5332.27 ms [2022-04-11 14:27:40 main:574] : INFO : Epoch 1555 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 5324.36 ms [2022-04-11 14:27:45 main:574] : INFO : Epoch 1556 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 5320.01 ms [2022-04-11 14:27:50 main:574] : INFO : Epoch 1557 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 5329.67 ms [2022-04-11 14:27:56 main:574] : INFO : Epoch 1558 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 5320.6 ms [2022-04-11 14:28:01 main:574] : INFO : Epoch 1559 | loss: 0.0311626 | val_loss: 0.031169 | Time: 5326.45 ms [2022-04-11 14:28:06 main:574] : INFO : Epoch 1560 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 5326.79 ms [2022-04-11 14:28:12 main:574] : INFO : Epoch 1561 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 5318.77 ms [2022-04-11 14:28:17 main:574] : INFO : Epoch 1562 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 5329.94 ms [2022-04-11 14:28:22 main:574] : INFO : Epoch 1563 | loss: 0.031161 | val_loss: 0.0311668 | Time: 5323.16 ms [2022-04-11 14:28:28 main:574] : INFO : Epoch 1564 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 5325 ms [2022-04-11 14:28:33 main:574] : INFO : Epoch 1565 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 5322.03 ms [2022-04-11 14:28:38 main:574] : INFO : Epoch 1566 | loss: 0.0311606 | val_loss: 0.031167 | Time: 5328.06 ms [2022-04-11 14:28:44 main:574] : INFO : Epoch 1567 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 5324.93 ms [2022-04-11 14:28:49 main:574] : INFO : Epoch 1568 | loss: 0.0311623 | val_loss: 0.0311743 | Time: 5318.74 ms [2022-04-11 14:28:54 main:574] : INFO : Epoch 1569 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 5325.16 ms [2022-04-11 14:29:00 main:574] : INFO : Epoch 1570 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 5326.5 ms [2022-04-11 14:29:05 main:574] : INFO : Epoch 1571 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 5323.79 ms [2022-04-11 14:29:10 main:574] : INFO : Epoch 1572 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 5322.55 ms [2022-04-11 14:29:16 main:574] : INFO : Epoch 1573 | loss: 0.0311658 | val_loss: 0.0311705 | Time: 5328.25 ms [2022-04-11 14:29:21 main:574] : INFO : Epoch 1574 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 5334.65 ms [2022-04-11 14:29:26 main:574] : INFO : Epoch 1575 | loss: 0.0311625 | val_loss: 0.0311679 | Time: 5324.01 ms [2022-04-11 14:29:32 main:574] : INFO : Epoch 1576 | loss: 0.03116 | val_loss: 0.0311663 | Time: 5321.88 ms [2022-04-11 14:29:37 main:574] : INFO : Epoch 1577 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 5328.94 ms [2022-04-11 14:29:42 main:574] : INFO : Epoch 1578 | loss: 0.0311596 | val_loss: 0.0311666 | Time: 5328.89 ms [2022-04-11 14:29:48 main:574] : INFO : Epoch 1579 | loss: 0.0311587 | val_loss: 0.031168 | Time: 5321.89 ms [2022-04-11 14:29:53 main:574] : INFO : Epoch 1580 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 5323.75 ms [2022-04-11 14:29:58 main:574] : INFO : Epoch 1581 | loss: 0.0311584 | val_loss: 0.0311732 | Time: 5331.67 ms [2022-04-11 14:30:04 main:574] : INFO : Epoch 1582 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 5327.07 ms [2022-04-11 14:30:09 main:574] : INFO : Epoch 1583 | loss: 0.0311625 | val_loss: 0.0311758 | Time: 5320.99 ms [2022-04-11 14:30:14 main:574] : INFO : Epoch 1584 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 5326.2 ms [2022-04-11 14:30:20 main:574] : INFO : Epoch 1585 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 5325.52 ms [2022-04-11 14:30:25 main:574] : INFO : Epoch 1586 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 5324.73 ms [2022-04-11 14:30:30 main:574] : INFO : Epoch 1587 | loss: 0.0311608 | val_loss: 0.031168 | Time: 5326.23 ms [2022-04-11 14:30:36 main:574] : INFO : Epoch 1588 | loss: 0.0311593 | val_loss: 0.031168 | Time: 5329.29 ms [2022-04-11 14:30:41 main:574] : INFO : Epoch 1589 | loss: 0.0311598 | val_loss: 0.031166 | Time: 5329.84 ms [2022-04-11 14:30:46 main:574] : INFO : Epoch 1590 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 5325.73 ms [2022-04-11 14:30:52 main:574] : INFO : Epoch 1591 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 5325.17 ms [2022-04-11 14:30:57 main:574] : INFO : Epoch 1592 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 5328.96 ms [2022-04-11 14:31:02 main:574] : INFO : Epoch 1593 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 5326.16 ms [2022-04-11 14:31:08 main:574] : INFO : Epoch 1594 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 5326.75 ms [2022-04-11 14:31:13 main:574] : INFO : Epoch 1595 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 5328.46 ms [2022-04-11 14:31:18 main:574] : INFO : Epoch 1596 | loss: 0.031169 | val_loss: 0.0311667 | Time: 5323.86 ms [2022-04-11 14:31:24 main:574] : INFO : Epoch 1597 | loss: 0.0311673 | val_loss: 0.0311674 | Time: 5322.38 ms [2022-04-11 14:31:29 main:574] : INFO : Epoch 1598 | loss: 0.0311695 | val_loss: 0.0311709 | Time: 5325.44 ms [2022-04-11 14:31:34 main:574] : INFO : Epoch 1599 | loss: 0.0311642 | val_loss: 0.0311669 | Time: 5324.59 ms [2022-04-11 14:31:40 main:574] : INFO : Epoch 1600 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 5326.75 ms [2022-04-11 14:31:45 main:574] : INFO : Epoch 1601 | loss: 0.0311617 | val_loss: 0.031168 | Time: 5388.38 ms [2022-04-11 14:31:50 main:574] : INFO : Epoch 1602 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 5335.29 ms [2022-04-11 14:31:56 main:574] : INFO : Epoch 1603 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 5329.67 ms [2022-04-11 14:32:01 main:574] : INFO : Epoch 1604 | loss: 0.031162 | val_loss: 0.0311693 | Time: 5325.85 ms [2022-04-11 14:32:06 main:574] : INFO : Epoch 1605 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 5318.31 ms [2022-04-11 14:32:12 main:574] : INFO : Epoch 1606 | loss: 0.0311609 | val_loss: 0.0311671 | Time: 5330.22 ms [2022-04-11 14:32:17 main:574] : INFO : Epoch 1607 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 5336.82 ms [2022-04-11 14:32:22 main:574] : INFO : Epoch 1608 | loss: 0.0311622 | val_loss: 0.0311734 | Time: 5324.73 ms [2022-04-11 14:32:28 main:574] : INFO : Epoch 1609 | loss: 0.0311622 | val_loss: 0.03117 | Time: 5334.29 ms [2022-04-11 14:32:33 main:574] : INFO : Epoch 1610 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 5332.38 ms [2022-04-11 14:32:38 main:574] : INFO : Epoch 1611 | loss: 0.031162 | val_loss: 0.0311688 | Time: 5324.62 ms [2022-04-11 14:32:44 main:574] : INFO : Epoch 1612 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 5325.91 ms [2022-04-11 14:32:49 main:574] : INFO : Epoch 1613 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 5323.26 ms [2022-04-11 14:32:54 main:574] : INFO : Epoch 1614 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 5323.85 ms [2022-04-11 14:33:00 main:574] : INFO : Epoch 1615 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 5326.07 ms [2022-04-11 14:33:05 main:574] : INFO : Epoch 1616 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 5333.78 ms [2022-04-11 14:33:10 main:574] : INFO : Epoch 1617 | loss: 0.0311616 | val_loss: 0.0311658 | Time: 5328.06 ms [2022-04-11 14:33:16 main:574] : INFO : Epoch 1618 | loss: 0.0311623 | val_loss: 0.0311658 | Time: 5329.73 ms [2022-04-11 14:33:21 main:574] : INFO : Epoch 1619 | loss: 0.0311599 | val_loss: 0.031166 | Time: 5324.68 ms [2022-04-11 14:33:26 main:574] : INFO : Epoch 1620 | loss: 0.0311604 | val_loss: 0.0311658 | Time: 5326.88 ms [2022-04-11 14:33:32 main:574] : INFO : Epoch 1621 | loss: 0.0311596 | val_loss: 0.031166 | Time: 5325.02 ms [2022-04-11 14:33:37 main:574] : INFO : Epoch 1622 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 5327.35 ms [2022-04-11 14:33:42 main:574] : INFO : Epoch 1623 | loss: 0.031158 | val_loss: 0.0311654 | Time: 5335.46 ms [2022-04-11 14:33:48 main:574] : INFO : Epoch 1624 | loss: 0.0311605 | val_loss: 0.031169 | Time: 5325.95 ms [2022-04-11 14:33:53 main:574] : INFO : Epoch 1625 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 5328.44 ms [2022-04-11 14:33:58 main:574] : INFO : Epoch 1626 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 5325.61 ms [2022-04-11 14:34:04 main:574] : INFO : Epoch 1627 | loss: 0.0311659 | val_loss: 0.0311681 | Time: 5324.27 ms [2022-04-11 14:34:09 main:574] : INFO : Epoch 1628 | loss: 0.0311611 | val_loss: 0.0311643 | Time: 5320.13 ms [2022-04-11 14:34:14 main:574] : INFO : Epoch 1629 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 5326.19 ms [2022-04-11 14:34:20 main:574] : INFO : Epoch 1630 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 5327.62 ms [2022-04-11 14:34:25 main:574] : INFO : Epoch 1631 | loss: 0.0311604 | val_loss: 0.0311648 | Time: 5328.76 ms [2022-04-11 14:34:30 main:574] : INFO : Epoch 1632 | loss: 0.0311594 | val_loss: 0.0311646 | Time: 5328.95 ms [2022-04-11 14:34:36 main:574] : INFO : Epoch 1633 | loss: 0.031159 | val_loss: 0.0311647 | Time: 5326.32 ms [2022-04-11 14:34:41 main:574] : INFO : Epoch 1634 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 5325.18 ms [2022-04-11 14:34:46 main:574] : INFO : Epoch 1635 | loss: 0.0311571 | val_loss: 0.0311649 | Time: 5325.82 ms [2022-04-11 14:34:52 main:574] : INFO : Epoch 1636 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 5326.72 ms [2022-04-11 14:34:57 main:574] : INFO : Epoch 1637 | loss: 0.0311551 | val_loss: 0.0311643 | Time: 5338.13 ms [2022-04-11 14:35:02 main:574] : INFO : Epoch 1638 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 5320.86 ms [2022-04-11 14:35:08 main:574] : INFO : Epoch 1639 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 5324.15 ms [2022-04-11 14:35:13 main:574] : INFO : Epoch 1640 | loss: 0.0311576 | val_loss: 0.0311719 | Time: 5323 ms [2022-04-11 14:35:18 main:574] : INFO : Epoch 1641 | loss: 0.0311576 | val_loss: 0.0311678 | Time: 5322.65 ms [2022-04-11 14:35:24 main:574] : INFO : Epoch 1642 | loss: 0.0311553 | val_loss: 0.0311637 | Time: 5324.13 ms [2022-04-11 14:35:29 main:574] : INFO : Epoch 1643 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 5320.41 ms [2022-04-11 14:35:34 main:574] : INFO : Epoch 1644 | loss: 0.031153 | val_loss: 0.0311656 | Time: 5325.48 ms [2022-04-11 14:35:40 main:574] : INFO : Epoch 1645 | loss: 0.0311535 | val_loss: 0.0311639 | Time: 5324.94 ms [2022-04-11 14:35:45 main:574] : INFO : Epoch 1646 | loss: 0.0311548 | val_loss: 0.0311637 | Time: 5327.17 ms [2022-04-11 14:35:50 main:574] : INFO : Epoch 1647 | loss: 0.0311553 | val_loss: 0.0311644 | Time: 5325.97 ms [2022-04-11 14:35:56 main:574] : INFO : Epoch 1648 | loss: 0.031154 | val_loss: 0.0311683 | Time: 5330.86 ms [2022-04-11 14:36:01 main:574] : INFO : Epoch 1649 | loss: 0.031157 | val_loss: 0.0311696 | Time: 5325.49 ms [2022-04-11 14:36:06 main:574] : INFO : Epoch 1650 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 5323.07 ms [2022-04-11 14:36:12 main:574] : INFO : Epoch 1651 | loss: 0.0311525 | val_loss: 0.0311658 | Time: 5333.5 ms [2022-04-11 14:36:17 main:574] : INFO : Epoch 1652 | loss: 0.0311523 | val_loss: 0.0311653 | Time: 5325.22 ms [2022-04-11 14:36:22 main:574] : INFO : Epoch 1653 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 5326.03 ms [2022-04-11 14:36:28 main:574] : INFO : Epoch 1654 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 5322.62 ms [2022-04-11 14:36:33 main:574] : INFO : Epoch 1655 | loss: 0.0311505 | val_loss: 0.031165 | Time: 5320.99 ms [2022-04-11 14:36:38 main:574] : INFO : Epoch 1656 | loss: 0.0311501 | val_loss: 0.0311679 | Time: 5327.32 ms [2022-04-11 14:36:44 main:574] : INFO : Epoch 1657 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 5329.49 ms [2022-04-11 14:36:49 main:574] : INFO : Epoch 1658 | loss: 0.0311515 | val_loss: 0.0311647 | Time: 5333.65 ms [2022-04-11 14:36:54 main:574] : INFO : Epoch 1659 | loss: 0.0311503 | val_loss: 0.0311674 | Time: 5325.62 ms [2022-04-11 14:37:00 main:574] : INFO : Epoch 1660 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 5323.6 ms [2022-04-11 14:37:05 main:574] : INFO : Epoch 1661 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 5324.03 ms [2022-04-11 14:37:10 main:574] : INFO : Epoch 1662 | loss: 0.0311741 | val_loss: 0.0311726 | Time: 5323.5 ms [2022-04-11 14:37:16 main:574] : INFO : Epoch 1663 | loss: 0.0311759 | val_loss: 0.0311766 | Time: 5316.49 ms [2022-04-11 14:37:21 main:574] : INFO : Epoch 1664 | loss: 0.0311729 | val_loss: 0.031172 | Time: 5319.57 ms [2022-04-11 14:37:26 main:574] : INFO : Epoch 1665 | loss: 0.0311686 | val_loss: 0.0311706 | Time: 5327.19 ms [2022-04-11 14:37:32 main:574] : INFO : Epoch 1666 | loss: 0.0311661 | val_loss: 0.0311702 | Time: 5331.54 ms [2022-04-11 14:37:37 main:574] : INFO : Epoch 1667 | loss: 0.0311658 | val_loss: 0.031172 | Time: 5319.2 ms [2022-04-11 14:37:42 main:574] : INFO : Epoch 1668 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 5326.17 ms [2022-04-11 14:37:47 main:574] : INFO : Epoch 1669 | loss: 0.0311653 | val_loss: 0.0311673 | Time: 5325.79 ms [2022-04-11 14:37:53 main:574] : INFO : Epoch 1670 | loss: 0.0311642 | val_loss: 0.0311669 | Time: 5322.46 ms [2022-04-11 14:37:58 main:574] : INFO : Epoch 1671 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 5325.64 ms [2022-04-11 14:38:03 main:574] : INFO : Epoch 1672 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 5333.09 ms [2022-04-11 14:38:09 main:574] : INFO : Epoch 1673 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 5322.24 ms [2022-04-11 14:38:14 main:574] : INFO : Epoch 1674 | loss: 0.0311626 | val_loss: 0.0311672 | Time: 5322.68 ms [2022-04-11 14:38:19 main:574] : INFO : Epoch 1675 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 5322.79 ms [2022-04-11 14:38:25 main:574] : INFO : Epoch 1676 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 5326.48 ms [2022-04-11 14:38:30 main:574] : INFO : Epoch 1677 | loss: 0.0311614 | val_loss: 0.0311654 | Time: 5329.17 ms [2022-04-11 14:38:35 main:574] : INFO : Epoch 1678 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 5321.87 ms [2022-04-11 14:38:41 main:574] : INFO : Epoch 1679 | loss: 0.03116 | val_loss: 0.0311672 | Time: 5332.7 ms [2022-04-11 14:38:46 main:574] : INFO : Epoch 1680 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 5328.05 ms [2022-04-11 14:38:51 main:574] : INFO : Epoch 1681 | loss: 0.0311599 | val_loss: 0.031166 | Time: 5325.03 ms [2022-04-11 14:38:57 main:574] : INFO : Epoch 1682 | loss: 0.0311611 | val_loss: 0.0311663 | Time: 5324.67 ms [2022-04-11 14:39:02 main:574] : INFO : Epoch 1683 | loss: 0.03116 | val_loss: 0.0311648 | Time: 5326.5 ms [2022-04-11 14:39:07 main:574] : INFO : Epoch 1684 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 5326.18 ms [2022-04-11 14:39:13 main:574] : INFO : Epoch 1685 | loss: 0.0311583 | val_loss: 0.0311651 | Time: 5316.1 ms [2022-04-11 14:39:18 main:574] : INFO : Epoch 1686 | loss: 0.0311576 | val_loss: 0.0311653 | Time: 5330.91 ms [2022-04-11 14:39:23 main:574] : INFO : Epoch 1687 | loss: 0.0311594 | val_loss: 0.0311658 | Time: 5323.5 ms [2022-04-11 14:39:29 main:574] : INFO : Epoch 1688 | loss: 0.031158 | val_loss: 0.0311678 | Time: 5325.42 ms [2022-04-11 14:39:34 main:574] : INFO : Epoch 1689 | loss: 0.0311581 | val_loss: 0.031166 | Time: 5326.12 ms [2022-04-11 14:39:39 main:574] : INFO : Epoch 1690 | loss: 0.031158 | val_loss: 0.0311678 | Time: 5328.71 ms [2022-04-11 14:39:45 main:574] : INFO : Epoch 1691 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 5339.26 ms [2022-04-11 14:39:50 main:574] : INFO : Epoch 1692 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 5325.85 ms [2022-04-11 14:39:55 main:574] : INFO : Epoch 1693 | loss: 0.0311594 | val_loss: 0.0311762 | Time: 5328.08 ms [2022-04-11 14:40:01 main:574] : INFO : Epoch 1694 | loss: 0.031161 | val_loss: 0.0311694 | Time: 5327.32 ms [2022-04-11 14:40:06 main:574] : INFO : Epoch 1695 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 5325.29 ms [2022-04-11 14:40:11 main:574] : INFO : Epoch 1696 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 5325.23 ms [2022-04-11 14:40:17 main:574] : INFO : Epoch 1697 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 5327.52 ms [2022-04-11 14:40:22 main:574] : INFO : Epoch 1698 | loss: 0.0311586 | val_loss: 0.0311662 | Time: 5324.9 ms [2022-04-11 14:40:27 main:574] : INFO : Epoch 1699 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 5324.47 ms [2022-04-11 14:40:33 main:574] : INFO : Epoch 1700 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 5326.39 ms [2022-04-11 14:40:38 main:574] : INFO : Epoch 1701 | loss: 0.0311592 | val_loss: 0.031166 | Time: 5323.19 ms [2022-04-11 14:40:43 main:574] : INFO : Epoch 1702 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 5327.8 ms [2022-04-11 14:40:49 main:574] : INFO : Epoch 1703 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 5324.08 ms [2022-04-11 14:41:15 main:574] : INFO : Epoch 1704 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 25797.4 ms [2022-04-11 14:41:20 main:574] : INFO : Epoch 1705 | loss: 0.0311578 | val_loss: 0.031168 | Time: 5296.25 ms [2022-04-11 14:41:25 main:574] : INFO : Epoch 1706 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 5309.11 ms [2022-04-11 14:41:31 main:574] : INFO : Epoch 1707 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 5316.82 ms [2022-04-11 14:41:36 main:574] : INFO : Epoch 1708 | loss: 0.0311536 | val_loss: 0.0311661 | Time: 5320.69 ms [2022-04-11 14:41:41 main:574] : INFO : Epoch 1709 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 5315.39 ms [2022-04-11 14:41:47 main:574] : INFO : Epoch 1710 | loss: 0.0311529 | val_loss: 0.0311668 | Time: 5321.97 ms [2022-04-11 14:41:52 main:574] : INFO : Epoch 1711 | loss: 0.0311542 | val_loss: 0.0311706 | Time: 5323.23 ms [2022-04-11 14:41:57 main:574] : INFO : Epoch 1712 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 5325.07 ms [2022-04-11 14:42:03 main:574] : INFO : Epoch 1713 | loss: 0.0311529 | val_loss: 0.0311688 | Time: 5321.22 ms [2022-04-11 14:42:08 main:574] : INFO : Epoch 1714 | loss: 0.031153 | val_loss: 0.031172 | Time: 5326.81 ms [2022-04-11 14:42:13 main:574] : INFO : Epoch 1715 | loss: 0.0311531 | val_loss: 0.0311667 | Time: 5325.76 ms [2022-04-11 14:42:19 main:574] : INFO : Epoch 1716 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 5321.14 ms [2022-04-11 14:42:24 main:574] : INFO : Epoch 1717 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 5324.22 ms [2022-04-11 14:42:29 main:574] : INFO : Epoch 1718 | loss: 0.0311519 | val_loss: 0.0311657 | Time: 5329 ms [2022-04-11 14:42:35 main:574] : INFO : Epoch 1719 | loss: 0.0311512 | val_loss: 0.031169 | Time: 5322.86 ms [2022-04-11 14:42:40 main:574] : INFO : Epoch 1720 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 5325.68 ms [2022-04-11 14:42:45 main:574] : INFO : Epoch 1721 | loss: 0.0311541 | val_loss: 0.0311692 | Time: 5332.45 ms [2022-04-11 14:42:51 main:574] : INFO : Epoch 1722 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 5324.84 ms [2022-04-11 14:42:56 main:574] : INFO : Epoch 1723 | loss: 0.031151 | val_loss: 0.0311664 | Time: 5328.71 ms [2022-04-11 14:43:01 main:574] : INFO : Epoch 1724 | loss: 0.0311494 | val_loss: 0.0311711 | Time: 5320.38 ms [2022-04-11 14:43:07 main:574] : INFO : Epoch 1725 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 5325.56 ms [2022-04-11 14:43:12 main:574] : INFO : Epoch 1726 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 5312.24 ms [2022-04-11 14:43:17 main:574] : INFO : Epoch 1727 | loss: 0.0311536 | val_loss: 0.0311666 | Time: 5322.03 ms [2022-04-11 14:43:22 main:574] : INFO : Epoch 1728 | loss: 0.0311542 | val_loss: 0.0311715 | Time: 5334.6 ms [2022-04-11 14:43:28 main:574] : INFO : Epoch 1729 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 5328.64 ms [2022-04-11 14:43:33 main:574] : INFO : Epoch 1730 | loss: 0.0311525 | val_loss: 0.0311667 | Time: 5320.2 ms [2022-04-11 14:43:38 main:574] : INFO : Epoch 1731 | loss: 0.0311512 | val_loss: 0.0311666 | Time: 5319.99 ms [2022-04-11 14:43:44 main:574] : INFO : Epoch 1732 | loss: 0.0311502 | val_loss: 0.0311674 | Time: 5323.97 ms [2022-04-11 14:43:49 main:574] : INFO : Epoch 1733 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 5329.55 ms [2022-04-11 14:43:54 main:574] : INFO : Epoch 1734 | loss: 0.0311503 | val_loss: 0.0311664 | Time: 5328.73 ms [2022-04-11 14:44:00 main:574] : INFO : Epoch 1735 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 5338.66 ms [2022-04-11 14:44:05 main:574] : INFO : Epoch 1736 | loss: 0.0311504 | val_loss: 0.0311678 | Time: 5326.55 ms [2022-04-11 14:44:10 main:574] : INFO : Epoch 1737 | loss: 0.0311491 | val_loss: 0.0311664 | Time: 5326.43 ms [2022-04-11 14:44:16 main:574] : INFO : Epoch 1738 | loss: 0.0311498 | val_loss: 0.0311705 | Time: 5324.85 ms [2022-04-11 14:44:21 main:574] : INFO : Epoch 1739 | loss: 0.0311507 | val_loss: 0.031168 | Time: 5318.72 ms [2022-04-11 14:44:27 main:574] : INFO : Epoch 1740 | loss: 0.0311514 | val_loss: 0.0311693 | Time: 5353.71 ms [2022-04-11 14:44:32 main:574] : INFO : Epoch 1741 | loss: 0.0311497 | val_loss: 0.0311644 | Time: 5330.42 ms [2022-04-11 14:44:37 main:574] : INFO : Epoch 1742 | loss: 0.0311487 | val_loss: 0.0311684 | Time: 5333.53 ms [2022-04-11 14:44:43 main:574] : INFO : Epoch 1743 | loss: 0.0311494 | val_loss: 0.0311677 | Time: 5326.24 ms [2022-04-11 14:44:48 main:574] : INFO : Epoch 1744 | loss: 0.0311487 | val_loss: 0.0311701 | Time: 5325.46 ms [2022-04-11 14:44:53 main:574] : INFO : Epoch 1745 | loss: 0.031147 | val_loss: 0.0311656 | Time: 5324.33 ms [2022-04-11 14:44:58 main:574] : INFO : Epoch 1746 | loss: 0.0311469 | val_loss: 0.0311676 | Time: 5323.22 ms [2022-04-11 14:45:04 main:574] : INFO : Epoch 1747 | loss: 0.031148 | val_loss: 0.0311648 | Time: 5319.29 ms [2022-04-11 14:45:09 main:574] : INFO : Epoch 1748 | loss: 0.0311472 | val_loss: 0.0311669 | Time: 5318.01 ms [2022-04-11 14:45:14 main:574] : INFO : Epoch 1749 | loss: 0.0311474 | val_loss: 0.0311659 | Time: 5333.54 ms [2022-04-11 14:45:20 main:574] : INFO : Epoch 1750 | loss: 0.0311472 | val_loss: 0.0311664 | Time: 5325.4 ms [2022-04-11 14:45:25 main:574] : INFO : Epoch 1751 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 5326.17 ms [2022-04-11 14:45:30 main:574] : INFO : Epoch 1752 | loss: 0.0311539 | val_loss: 0.03117 | Time: 5327.94 ms [2022-04-11 14:45:36 main:574] : INFO : Epoch 1753 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 5328.77 ms [2022-04-11 14:45:41 main:574] : INFO : Epoch 1754 | loss: 0.0311521 | val_loss: 0.0311689 | Time: 5326.06 ms [2022-04-11 14:45:46 main:574] : INFO : Epoch 1755 | loss: 0.0311517 | val_loss: 0.0311671 | Time: 5325.27 ms [2022-04-11 14:45:52 main:574] : INFO : Epoch 1756 | loss: 0.0311509 | val_loss: 0.0311692 | Time: 5333.5 ms [2022-04-11 14:45:57 main:574] : INFO : Epoch 1757 | loss: 0.0311509 | val_loss: 0.0311681 | Time: 5329.51 ms [2022-04-11 14:46:02 main:574] : INFO : Epoch 1758 | loss: 0.0311502 | val_loss: 0.0311696 | Time: 5331.72 ms [2022-04-11 14:46:08 main:574] : INFO : Epoch 1759 | loss: 0.0311532 | val_loss: 0.0311735 | Time: 5313.93 ms [2022-04-11 14:46:13 main:574] : INFO : Epoch 1760 | loss: 0.0311538 | val_loss: 0.0311767 | Time: 5305.52 ms [2022-04-11 14:46:18 main:574] : INFO : Epoch 1761 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 5312.24 ms [2022-04-11 14:46:24 main:574] : INFO : Epoch 1762 | loss: 0.0311551 | val_loss: 0.0311657 | Time: 5313.13 ms [2022-04-11 14:46:29 main:574] : INFO : Epoch 1763 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 5316.72 ms [2022-04-11 14:46:34 main:574] : INFO : Epoch 1764 | loss: 0.0311521 | val_loss: 0.0311644 | Time: 5315.96 ms [2022-04-11 14:46:40 main:574] : INFO : Epoch 1765 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 5342.88 ms [2022-04-11 14:46:45 main:574] : INFO : Epoch 1766 | loss: 0.0311559 | val_loss: 0.031168 | Time: 5312.41 ms [2022-04-11 14:46:50 main:574] : INFO : Epoch 1767 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 5318.94 ms [2022-04-11 14:46:56 main:574] : INFO : Epoch 1768 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 5320.29 ms [2022-04-11 14:47:01 main:574] : INFO : Epoch 1769 | loss: 0.0311591 | val_loss: 0.0311664 | Time: 5319.28 ms [2022-04-11 14:47:06 main:574] : INFO : Epoch 1770 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 5322.63 ms [2022-04-11 14:47:12 main:574] : INFO : Epoch 1771 | loss: 0.0311548 | val_loss: 0.031167 | Time: 5323.21 ms [2022-04-11 14:47:17 main:574] : INFO : Epoch 1772 | loss: 0.0311557 | val_loss: 0.0311649 | Time: 5319.76 ms [2022-04-11 14:47:22 main:574] : INFO : Epoch 1773 | loss: 0.0311524 | val_loss: 0.0311654 | Time: 5319.76 ms [2022-04-11 14:47:28 main:574] : INFO : Epoch 1774 | loss: 0.031151 | val_loss: 0.031168 | Time: 5321.96 ms [2022-04-11 14:47:33 main:574] : INFO : Epoch 1775 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 5321.94 ms [2022-04-11 14:47:38 main:574] : INFO : Epoch 1776 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 5323.32 ms [2022-04-11 14:47:44 main:574] : INFO : Epoch 1777 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 5324.1 ms [2022-04-11 14:47:49 main:574] : INFO : Epoch 1778 | loss: 0.0311534 | val_loss: 0.0311716 | Time: 5328.68 ms [2022-04-11 14:47:54 main:574] : INFO : Epoch 1779 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 5326.08 ms [2022-04-11 14:48:00 main:574] : INFO : Epoch 1780 | loss: 0.0311524 | val_loss: 0.0311704 | Time: 5321.71 ms [2022-04-11 14:48:05 main:574] : INFO : Epoch 1781 | loss: 0.0311561 | val_loss: 0.0311718 | Time: 5322.61 ms [2022-04-11 14:48:10 main:574] : INFO : Epoch 1782 | loss: 0.0311565 | val_loss: 0.0311685 | Time: 5320.22 ms [2022-04-11 14:48:16 main:574] : INFO : Epoch 1783 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 5325.09 ms [2022-04-11 14:48:21 main:574] : INFO : Epoch 1784 | loss: 0.0311546 | val_loss: 0.031167 | Time: 5327.59 ms [2022-04-11 14:48:26 main:574] : INFO : Epoch 1785 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 5321.48 ms [2022-04-11 14:48:32 main:574] : INFO : Epoch 1786 | loss: 0.0311595 | val_loss: 0.0311639 | Time: 5324.51 ms [2022-04-11 14:48:37 main:574] : INFO : Epoch 1787 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 5316.76 ms [2022-04-11 14:48:42 main:574] : INFO : Epoch 1788 | loss: 0.0311538 | val_loss: 0.031171 | Time: 5321.72 ms [2022-04-11 14:48:48 main:574] : INFO : Epoch 1789 | loss: 0.0311563 | val_loss: 0.031171 | Time: 5321.76 ms [2022-04-11 14:48:53 main:574] : INFO : Epoch 1790 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 5320.71 ms [2022-04-11 14:48:58 main:574] : INFO : Epoch 1791 | loss: 0.0311534 | val_loss: 0.03117 | Time: 5325 ms [2022-04-11 14:49:04 main:574] : INFO : Epoch 1792 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 5326.1 ms [2022-04-11 14:49:09 main:574] : INFO : Epoch 1793 | loss: 0.0311537 | val_loss: 0.0311711 | Time: 5321.9 ms [2022-04-11 14:49:14 main:574] : INFO : Epoch 1794 | loss: 0.0311537 | val_loss: 0.0311692 | Time: 5319.57 ms [2022-04-11 14:49:19 main:574] : INFO : Epoch 1795 | loss: 0.0311532 | val_loss: 0.031167 | Time: 5324.63 ms [2022-04-11 14:49:25 main:574] : INFO : Epoch 1796 | loss: 0.0311529 | val_loss: 0.0311678 | Time: 5322.54 ms [2022-04-11 14:49:30 main:574] : INFO : Epoch 1797 | loss: 0.0311542 | val_loss: 0.031164 | Time: 5324.69 ms [2022-04-11 14:49:35 main:574] : INFO : Epoch 1798 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 5331.12 ms [2022-04-11 14:49:41 main:574] : INFO : Epoch 1799 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 5327.85 ms [2022-04-11 14:49:46 main:574] : INFO : Epoch 1800 | loss: 0.0311559 | val_loss: 0.0311713 | Time: 5319.23 ms [2022-04-11 14:49:51 main:574] : INFO : Epoch 1801 | loss: 0.0311563 | val_loss: 0.0311713 | Time: 5320.38 ms [2022-04-11 14:49:57 main:574] : INFO : Epoch 1802 | loss: 0.0311558 | val_loss: 0.0311714 | Time: 5326.44 ms [2022-04-11 14:50:02 main:574] : INFO : Epoch 1803 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 5324.66 ms [2022-04-11 14:50:07 main:574] : INFO : Epoch 1804 | loss: 0.0311571 | val_loss: 0.0311768 | Time: 5329.26 ms [2022-04-11 14:50:13 main:574] : INFO : Epoch 1805 | loss: 0.0311674 | val_loss: 0.0311929 | Time: 5327.01 ms [2022-04-11 14:50:18 main:574] : INFO : Epoch 1806 | loss: 0.0377913 | val_loss: 0.0368021 | Time: 5331.57 ms [2022-04-11 14:50:23 main:574] : INFO : Epoch 1807 | loss: 0.0346865 | val_loss: 0.0320815 | Time: 5321.05 ms [2022-04-11 14:50:29 main:574] : INFO : Epoch 1808 | loss: 0.031962 | val_loss: 0.0313945 | Time: 5325.85 ms [2022-04-11 14:50:34 main:574] : INFO : Epoch 1809 | loss: 0.0313288 | val_loss: 0.0312832 | Time: 5322.6 ms [2022-04-11 14:50:39 main:574] : INFO : Epoch 1810 | loss: 0.0312651 | val_loss: 0.0312532 | Time: 5317.99 ms [2022-04-11 14:50:45 main:574] : INFO : Epoch 1811 | loss: 0.0312532 | val_loss: 0.0312518 | Time: 5320.52 ms [2022-04-11 14:50:50 main:574] : INFO : Epoch 1812 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 5326.44 ms [2022-04-11 14:50:55 main:574] : INFO : Epoch 1813 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 5328.24 ms [2022-04-11 14:51:01 main:574] : INFO : Epoch 1814 | loss: 0.0312486 | val_loss: 0.031248 | Time: 5323.38 ms [2022-04-11 14:51:06 main:574] : INFO : Epoch 1815 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 5320.52 ms [2022-04-11 14:51:11 main:574] : INFO : Epoch 1816 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 5322.68 ms [2022-04-11 14:51:17 main:574] : INFO : Epoch 1817 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 5321.54 ms [2022-04-11 14:51:22 main:574] : INFO : Epoch 1818 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 5316.46 ms [2022-04-11 14:51:27 main:574] : INFO : Epoch 1819 | loss: 0.0312389 | val_loss: 0.0312349 | Time: 5329.78 ms [2022-04-11 14:51:33 main:574] : INFO : Epoch 1820 | loss: 0.0312327 | val_loss: 0.0312301 | Time: 5328.02 ms [2022-04-11 14:51:38 main:574] : INFO : Epoch 1821 | loss: 0.0312264 | val_loss: 0.0312218 | Time: 5324.88 ms [2022-04-11 14:51:43 main:574] : INFO : Epoch 1822 | loss: 0.0312184 | val_loss: 0.0312114 | Time: 5322.19 ms [2022-04-11 14:51:49 main:574] : INFO : Epoch 1823 | loss: 0.0312102 | val_loss: 0.031205 | Time: 5322.46 ms [2022-04-11 14:51:54 main:574] : INFO : Epoch 1824 | loss: 0.0312046 | val_loss: 0.0312008 | Time: 5320.59 ms [2022-04-11 14:51:59 main:574] : INFO : Epoch 1825 | loss: 0.0312013 | val_loss: 0.0311949 | Time: 5325.05 ms [2022-04-11 14:52:05 main:574] : INFO : Epoch 1826 | loss: 0.0311944 | val_loss: 0.0311897 | Time: 5322.37 ms [2022-04-11 14:52:10 main:574] : INFO : Epoch 1827 | loss: 0.0311897 | val_loss: 0.0311883 | Time: 5322.51 ms [2022-04-11 14:52:15 main:574] : INFO : Epoch 1828 | loss: 0.0311878 | val_loss: 0.0311866 | Time: 5323.58 ms [2022-04-11 14:52:21 main:574] : INFO : Epoch 1829 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 5319.59 ms [2022-04-11 14:52:26 main:574] : INFO : Epoch 1830 | loss: 0.0311848 | val_loss: 0.031186 | Time: 5317.72 ms [2022-04-11 14:52:31 main:574] : INFO : Epoch 1831 | loss: 0.031184 | val_loss: 0.0311839 | Time: 5325.31 ms [2022-04-11 14:52:37 main:574] : INFO : Epoch 1832 | loss: 0.0311832 | val_loss: 0.0311833 | Time: 5323.04 ms [2022-04-11 14:52:42 main:574] : INFO : Epoch 1833 | loss: 0.0311822 | val_loss: 0.0311828 | Time: 5325.19 ms [2022-04-11 14:52:47 main:574] : INFO : Epoch 1834 | loss: 0.0311811 | val_loss: 0.031182 | Time: 5328.31 ms [2022-04-11 14:52:53 main:574] : INFO : Epoch 1835 | loss: 0.0311814 | val_loss: 0.0311813 | Time: 5323.7 ms [2022-04-11 14:52:58 main:574] : INFO : Epoch 1836 | loss: 0.0311811 | val_loss: 0.0311803 | Time: 5321.57 ms [2022-04-11 14:53:03 main:574] : INFO : Epoch 1837 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 5327.03 ms [2022-04-11 14:53:09 main:574] : INFO : Epoch 1838 | loss: 0.0311799 | val_loss: 0.03118 | Time: 5323.81 ms [2022-04-11 14:53:14 main:574] : INFO : Epoch 1839 | loss: 0.031179 | val_loss: 0.0311798 | Time: 5324.06 ms [2022-04-11 14:53:19 main:574] : INFO : Epoch 1840 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 5328.91 ms [2022-04-11 14:53:25 main:574] : INFO : Epoch 1841 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 5319.95 ms [2022-04-11 14:53:30 main:574] : INFO : Epoch 1842 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 5327.54 ms [2022-04-11 14:53:35 main:574] : INFO : Epoch 1843 | loss: 0.0311765 | val_loss: 0.031178 | Time: 5315.14 ms [2022-04-11 14:53:41 main:574] : INFO : Epoch 1844 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 5320.93 ms [2022-04-11 14:53:46 main:574] : INFO : Epoch 1845 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 5321.75 ms [2022-04-11 14:53:51 main:574] : INFO : Epoch 1846 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 5322.82 ms [2022-04-11 14:53:57 main:574] : INFO : Epoch 1847 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 5325.86 ms [2022-04-11 14:54:02 main:574] : INFO : Epoch 1848 | loss: 0.0311728 | val_loss: 0.0311847 | Time: 5322.15 ms [2022-04-11 14:54:07 main:574] : INFO : Epoch 1849 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 5325.04 ms [2022-04-11 14:54:13 main:574] : INFO : Epoch 1850 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 5326.7 ms [2022-04-11 14:54:18 main:574] : INFO : Epoch 1851 | loss: 0.031179 | val_loss: 0.0311813 | Time: 5329.59 ms [2022-04-11 14:54:23 main:574] : INFO : Epoch 1852 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 5325.71 ms [2022-04-11 14:54:29 main:574] : INFO : Epoch 1853 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 5329.14 ms [2022-04-11 14:54:34 main:574] : INFO : Epoch 1854 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 5329.95 ms [2022-04-11 14:54:39 main:574] : INFO : Epoch 1855 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 5324.84 ms [2022-04-11 14:54:45 main:574] : INFO : Epoch 1856 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 5322.45 ms [2022-04-11 14:54:50 main:574] : INFO : Epoch 1857 | loss: 0.0311809 | val_loss: 0.0311921 | Time: 5322.12 ms [2022-04-11 14:54:55 main:574] : INFO : Epoch 1858 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 5324.3 ms [2022-04-11 14:55:01 main:574] : INFO : Epoch 1859 | loss: 0.0311746 | val_loss: 0.0311779 | Time: 5322.16 ms [2022-04-11 14:55:06 main:574] : INFO : Epoch 1860 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 5326.38 ms [2022-04-11 14:55:11 main:574] : INFO : Epoch 1861 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 5328.28 ms [2022-04-11 14:55:17 main:574] : INFO : Epoch 1862 | loss: 0.0311695 | val_loss: 0.031185 | Time: 5322.55 ms [2022-04-11 14:55:22 main:574] : INFO : Epoch 1863 | loss: 0.0311718 | val_loss: 0.0311909 | Time: 5322.84 ms [2022-04-11 14:55:27 main:574] : INFO : Epoch 1864 | loss: 0.031173 | val_loss: 0.0311874 | Time: 5325.39 ms [2022-04-11 14:55:33 main:574] : INFO : Epoch 1865 | loss: 0.0311724 | val_loss: 0.0311881 | Time: 5328.89 ms [2022-04-11 14:55:38 main:574] : INFO : Epoch 1866 | loss: 0.0311712 | val_loss: 0.0311874 | Time: 5323.46 ms [2022-04-11 14:55:43 main:574] : INFO : Epoch 1867 | loss: 0.0311765 | val_loss: 0.0311873 | Time: 5326.16 ms [2022-04-11 14:55:49 main:574] : INFO : Epoch 1868 | loss: 0.031179 | val_loss: 0.0311822 | Time: 5325.95 ms [2022-04-11 14:55:54 main:574] : INFO : Epoch 1869 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 5326.48 ms [2022-04-11 14:55:59 main:574] : INFO : Epoch 1870 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 5321.95 ms [2022-04-11 14:56:04 main:574] : INFO : Epoch 1871 | loss: 0.0311755 | val_loss: 0.031177 | Time: 5323.16 ms [2022-04-11 14:56:10 main:574] : INFO : Epoch 1872 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 5318.67 ms [2022-04-11 14:56:15 main:574] : INFO : Epoch 1873 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 5323.41 ms [2022-04-11 14:56:20 main:574] : INFO : Epoch 1874 | loss: 0.0311703 | val_loss: 0.031179 | Time: 5328.91 ms [2022-04-11 14:56:26 main:574] : INFO : Epoch 1875 | loss: 0.031171 | val_loss: 0.0311761 | Time: 5325.29 ms [2022-04-11 14:56:31 main:574] : INFO : Epoch 1876 | loss: 0.0311762 | val_loss: 0.0311855 | Time: 5327.81 ms [2022-04-11 14:56:36 main:574] : INFO : Epoch 1877 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 5321.09 ms [2022-04-11 14:56:42 main:574] : INFO : Epoch 1878 | loss: 0.0311712 | val_loss: 0.0311679 | Time: 5322.17 ms [2022-04-11 14:56:47 main:574] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311692 | Time: 5324.82 ms [2022-04-11 14:56:52 main:574] : INFO : Epoch 1880 | loss: 0.0311716 | val_loss: 0.0311715 | Time: 5322.26 ms [2022-04-11 14:56:58 main:574] : INFO : Epoch 1881 | loss: 0.0311688 | val_loss: 0.0311697 | Time: 5324.43 ms [2022-04-11 14:57:03 main:574] : INFO : Epoch 1882 | loss: 0.031167 | val_loss: 0.0311697 | Time: 5326.32 ms [2022-04-11 14:57:08 main:574] : INFO : Epoch 1883 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 5324.57 ms [2022-04-11 14:57:14 main:574] : INFO : Epoch 1884 | loss: 0.0311675 | val_loss: 0.03117 | Time: 5317.4 ms [2022-04-11 14:57:19 main:574] : INFO : Epoch 1885 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 5322.15 ms [2022-04-11 14:57:24 main:574] : INFO : Epoch 1886 | loss: 0.0311652 | val_loss: 0.0311722 | Time: 5327.45 ms [2022-04-11 14:57:30 main:574] : INFO : Epoch 1887 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 5325.29 ms [2022-04-11 14:57:35 main:574] : INFO : Epoch 1888 | loss: 0.031164 | val_loss: 0.03117 | Time: 5320.71 ms [2022-04-11 14:57:40 main:574] : INFO : Epoch 1889 | loss: 0.031163 | val_loss: 0.0311685 | Time: 5325.41 ms [2022-04-11 14:57:46 main:574] : INFO : Epoch 1890 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 5326.4 ms [2022-04-11 14:57:51 main:574] : INFO : Epoch 1891 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 5326.06 ms [2022-04-11 14:57:56 main:574] : INFO : Epoch 1892 | loss: 0.031163 | val_loss: 0.0311748 | Time: 5320.89 ms [2022-04-11 14:58:02 main:574] : INFO : Epoch 1893 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 5320.26 ms [2022-04-11 14:58:07 main:574] : INFO : Epoch 1894 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 5321.52 ms [2022-04-11 14:58:12 main:574] : INFO : Epoch 1895 | loss: 0.031161 | val_loss: 0.0311706 | Time: 5310.6 ms [2022-04-11 14:58:18 main:574] : INFO : Epoch 1896 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 5328.51 ms [2022-04-11 14:58:23 main:574] : INFO : Epoch 1897 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 5325.93 ms [2022-04-11 14:58:28 main:574] : INFO : Epoch 1898 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 5324.66 ms [2022-04-11 14:58:34 main:574] : INFO : Epoch 1899 | loss: 0.0311602 | val_loss: 0.0311667 | Time: 5324.52 ms [2022-04-11 14:58:39 main:574] : INFO : Epoch 1900 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 5325.76 ms [2022-04-11 14:58:44 main:574] : INFO : Epoch 1901 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 5321.01 ms [2022-04-11 14:58:50 main:574] : INFO : Epoch 1902 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 5327.31 ms [2022-04-11 14:58:55 main:574] : INFO : Epoch 1903 | loss: 0.0311622 | val_loss: 0.031166 | Time: 5330.5 ms [2022-04-11 14:59:00 main:574] : INFO : Epoch 1904 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 5328.26 ms [2022-04-11 14:59:06 main:574] : INFO : Epoch 1905 | loss: 0.0311598 | val_loss: 0.031166 | Time: 5320.07 ms [2022-04-11 14:59:11 main:574] : INFO : Epoch 1906 | loss: 0.0311623 | val_loss: 0.0311695 | Time: 5325.63 ms [2022-04-11 14:59:16 main:574] : INFO : Epoch 1907 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 5329.92 ms [2022-04-11 14:59:22 main:574] : INFO : Epoch 1908 | loss: 0.0311634 | val_loss: 0.0311694 | Time: 5321.13 ms [2022-04-11 14:59:27 main:574] : INFO : Epoch 1909 | loss: 0.0311626 | val_loss: 0.031169 | Time: 5325 ms [2022-04-11 14:59:32 main:574] : INFO : Epoch 1910 | loss: 0.0311621 | val_loss: 0.0311755 | Time: 5330.21 ms [2022-04-11 14:59:38 main:574] : INFO : Epoch 1911 | loss: 0.031163 | val_loss: 0.0311668 | Time: 5327.44 ms [2022-04-11 14:59:43 main:574] : INFO : Epoch 1912 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 5325.7 ms [2022-04-11 14:59:48 main:574] : INFO : Epoch 1913 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 5326.33 ms [2022-04-11 14:59:54 main:574] : INFO : Epoch 1914 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 5324.08 ms [2022-04-11 14:59:59 main:574] : INFO : Epoch 1915 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 5324.63 ms [2022-04-11 15:00:04 main:574] : INFO : Epoch 1916 | loss: 0.0311597 | val_loss: 0.0311659 | Time: 5323.89 ms [2022-04-11 15:00:10 main:574] : INFO : Epoch 1917 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 5328.39 ms [2022-04-11 15:00:15 main:574] : INFO : Epoch 1918 | loss: 0.0311603 | val_loss: 0.0311751 | Time: 5329.48 ms [2022-04-11 15:00:20 main:574] : INFO : Epoch 1919 | loss: 0.03116 | val_loss: 0.0311685 | Time: 5324.64 ms [2022-04-11 15:00:26 main:574] : INFO : Epoch 1920 | loss: 0.0311591 | val_loss: 0.0311676 | Time: 5323.78 ms [2022-04-11 15:00:31 main:574] : INFO : Epoch 1921 | loss: 0.03116 | val_loss: 0.0311678 | Time: 5325.24 ms [2022-04-11 15:00:36 main:574] : INFO : Epoch 1922 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 5321.53 ms [2022-04-11 15:00:42 main:574] : INFO : Epoch 1923 | loss: 0.0311591 | val_loss: 0.031169 | Time: 5320.89 ms [2022-04-11 15:00:47 main:574] : INFO : Epoch 1924 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 5329.09 ms [2022-04-11 15:00:52 main:574] : INFO : Epoch 1925 | loss: 0.0311567 | val_loss: 0.0311708 | Time: 5331.55 ms [2022-04-11 15:00:58 main:574] : INFO : Epoch 1926 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 5327.08 ms [2022-04-11 15:01:03 main:574] : INFO : Epoch 1927 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 5326.55 ms [2022-04-11 15:01:08 main:574] : INFO : Epoch 1928 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 5329.28 ms [2022-04-11 15:01:14 main:574] : INFO : Epoch 1929 | loss: 0.0311566 | val_loss: 0.0311704 | Time: 5329.13 ms [2022-04-11 15:01:19 main:574] : INFO : Epoch 1930 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 5322 ms [2022-04-11 15:01:24 main:574] : INFO : Epoch 1931 | loss: 0.0311652 | val_loss: 0.0311683 | Time: 5333.26 ms [2022-04-11 15:01:30 main:574] : INFO : Epoch 1932 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 5328.09 ms [2022-04-11 15:01:35 main:574] : INFO : Epoch 1933 | loss: 0.0311703 | val_loss: 0.0311722 | Time: 5323.57 ms [2022-04-11 15:01:40 main:574] : INFO : Epoch 1934 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 5323.55 ms [2022-04-11 15:01:46 main:574] : INFO : Epoch 1935 | loss: 0.0311675 | val_loss: 0.0311703 | Time: 5327.7 ms [2022-04-11 15:01:51 main:574] : INFO : Epoch 1936 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 5324.53 ms [2022-04-11 15:01:56 main:574] : INFO : Epoch 1937 | loss: 0.0311659 | val_loss: 0.031174 | Time: 5325.15 ms [2022-04-11 15:02:02 main:574] : INFO : Epoch 1938 | loss: 0.0311693 | val_loss: 0.031171 | Time: 5330.05 ms [2022-04-11 15:02:07 main:574] : INFO : Epoch 1939 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 5327.74 ms [2022-04-11 15:02:12 main:574] : INFO : Epoch 1940 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 5325.23 ms [2022-04-11 15:02:18 main:574] : INFO : Epoch 1941 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 5318.66 ms [2022-04-11 15:02:23 main:574] : INFO : Epoch 1942 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 5332.91 ms [2022-04-11 15:02:28 main:574] : INFO : Epoch 1943 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 5325.92 ms [2022-04-11 15:02:34 main:574] : INFO : Epoch 1944 | loss: 0.0311641 | val_loss: 0.031172 | Time: 5324.02 ms [2022-04-11 15:02:39 main:574] : INFO : Epoch 1945 | loss: 0.0311664 | val_loss: 0.0311675 | Time: 5329.68 ms [2022-04-11 15:02:44 main:574] : INFO : Epoch 1946 | loss: 0.0311634 | val_loss: 0.0311648 | Time: 5326.62 ms [2022-04-11 15:02:50 main:574] : INFO : Epoch 1947 | loss: 0.031163 | val_loss: 0.0311669 | Time: 5324.41 ms [2022-04-11 15:02:55 main:574] : INFO : Epoch 1948 | loss: 0.0311622 | val_loss: 0.0311677 | Time: 5306.71 ms [2022-04-11 15:03:00 main:574] : INFO : Epoch 1949 | loss: 0.0311624 | val_loss: 0.0311669 | Time: 5322.31 ms [2022-04-11 15:03:05 main:574] : INFO : Epoch 1950 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 5324.06 ms [2022-04-11 15:03:11 main:574] : INFO : Epoch 1951 | loss: 0.0311619 | val_loss: 0.0311662 | Time: 5321.23 ms [2022-04-11 15:03:16 main:574] : INFO : Epoch 1952 | loss: 0.031161 | val_loss: 0.0311678 | Time: 5330.93 ms [2022-04-11 15:03:21 main:574] : INFO : Epoch 1953 | loss: 0.031159 | val_loss: 0.0311652 | Time: 5322.46 ms [2022-04-11 15:03:27 main:574] : INFO : Epoch 1954 | loss: 0.0311594 | val_loss: 0.0311687 | Time: 5323.07 ms [2022-04-11 15:03:32 main:574] : INFO : Epoch 1955 | loss: 0.0311614 | val_loss: 0.0311669 | Time: 5321.39 ms [2022-04-11 15:03:37 main:574] : INFO : Epoch 1956 | loss: 0.0311617 | val_loss: 0.0311679 | Time: 5325.63 ms [2022-04-11 15:03:43 main:574] : INFO : Epoch 1957 | loss: 0.0311629 | val_loss: 0.031165 | Time: 5323.9 ms [2022-04-11 15:03:48 main:574] : INFO : Epoch 1958 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 5325.92 ms [2022-04-11 15:03:53 main:574] : INFO : Epoch 1959 | loss: 0.031168 | val_loss: 0.0311695 | Time: 5335.25 ms [2022-04-11 15:03:59 main:574] : INFO : Epoch 1960 | loss: 0.0311678 | val_loss: 0.0311681 | Time: 5327.27 ms [2022-04-11 15:04:04 main:574] : INFO : Epoch 1961 | loss: 0.031165 | val_loss: 0.0311708 | Time: 5327.56 ms [2022-04-11 15:04:09 main:574] : INFO : Epoch 1962 | loss: 0.0311763 | val_loss: 0.0311748 | Time: 5320.9 ms [2022-04-11 15:04:15 main:574] : INFO : Epoch 1963 | loss: 0.0311818 | val_loss: 0.0311732 | Time: 5323.91 ms [2022-04-11 15:04:20 main:574] : INFO : Epoch 1964 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 5317.75 ms [2022-04-11 15:04:25 main:574] : INFO : Epoch 1965 | loss: 0.0311778 | val_loss: 0.0311756 | Time: 5319.43 ms [2022-04-11 15:04:31 main:574] : INFO : Epoch 1966 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 5324.97 ms [2022-04-11 15:04:36 main:574] : INFO : Epoch 1967 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 5330.21 ms [2022-04-11 15:04:41 main:574] : INFO : Epoch 1968 | loss: 0.031167 | val_loss: 0.0311756 | Time: 5328.44 ms [2022-04-11 15:04:47 main:574] : INFO : Epoch 1969 | loss: 0.031169 | val_loss: 0.0311752 | Time: 5323.08 ms [2022-04-11 15:04:52 main:574] : INFO : Epoch 1970 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 5327.42 ms [2022-04-11 15:04:57 main:574] : INFO : Epoch 1971 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 5323.46 ms [2022-04-11 15:05:03 main:574] : INFO : Epoch 1972 | loss: 0.031164 | val_loss: 0.0311704 | Time: 5324.63 ms [2022-04-11 15:05:08 main:574] : INFO : Epoch 1973 | loss: 0.0311654 | val_loss: 0.0311688 | Time: 5326.31 ms [2022-04-11 15:05:13 main:574] : INFO : Epoch 1974 | loss: 0.0311655 | val_loss: 0.0311717 | Time: 5325.52 ms [2022-04-11 15:05:19 main:574] : INFO : Epoch 1975 | loss: 0.0311629 | val_loss: 0.03117 | Time: 5320.41 ms [2022-04-11 15:05:24 main:574] : INFO : Epoch 1976 | loss: 0.031162 | val_loss: 0.0311723 | Time: 5323.21 ms [2022-04-11 15:05:29 main:574] : INFO : Epoch 1977 | loss: 0.0311631 | val_loss: 0.031172 | Time: 5324.4 ms [2022-04-11 15:05:35 main:574] : INFO : Epoch 1978 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 5324.25 ms [2022-04-11 15:05:40 main:574] : INFO : Epoch 1979 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 5319.45 ms [2022-04-11 15:05:45 main:574] : INFO : Epoch 1980 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 5328.44 ms [2022-04-11 15:05:51 main:574] : INFO : Epoch 1981 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 5329.06 ms [2022-04-11 15:05:56 main:574] : INFO : Epoch 1982 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 5324.77 ms [2022-04-11 15:06:01 main:574] : INFO : Epoch 1983 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 5316.59 ms [2022-04-11 15:06:07 main:574] : INFO : Epoch 1984 | loss: 0.03116 | val_loss: 0.0311704 | Time: 5324.81 ms [2022-04-11 15:06:12 main:574] : INFO : Epoch 1985 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 5325.97 ms [2022-04-11 15:06:17 main:574] : INFO : Epoch 1986 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 5323.54 ms [2022-04-11 15:06:23 main:574] : INFO : Epoch 1987 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 5330.53 ms [2022-04-11 15:06:28 main:574] : INFO : Epoch 1988 | loss: 0.0311664 | val_loss: 0.031172 | Time: 5328.28 ms [2022-04-11 15:06:33 main:574] : INFO : Epoch 1989 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 5325.21 ms [2022-04-11 15:06:39 main:574] : INFO : Epoch 1990 | loss: 0.03117 | val_loss: 0.0311787 | Time: 5322.99 ms [2022-04-11 15:06:44 main:574] : INFO : Epoch 1991 | loss: 0.0311674 | val_loss: 0.0311685 | Time: 5328.06 ms [2022-04-11 15:06:49 main:574] : INFO : Epoch 1992 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 5326.52 ms [2022-04-11 15:06:55 main:574] : INFO : Epoch 1993 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 5325.69 ms [2022-04-11 15:07:00 main:574] : INFO : Epoch 1994 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 5321.85 ms [2022-04-11 15:07:05 main:574] : INFO : Epoch 1995 | loss: 0.0311683 | val_loss: 0.0311758 | Time: 5323.12 ms [2022-04-11 15:07:11 main:574] : INFO : Epoch 1996 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 5321.21 ms [2022-04-11 15:07:16 main:574] : INFO : Epoch 1997 | loss: 0.0311722 | val_loss: 0.0311731 | Time: 5323.8 ms [2022-04-11 15:07:21 main:574] : INFO : Epoch 1998 | loss: 0.0311698 | val_loss: 0.0311699 | Time: 5326.98 ms [2022-04-11 15:07:27 main:574] : INFO : Epoch 1999 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 5323.33 ms [2022-04-11 15:07:32 main:574] : INFO : Epoch 2000 | loss: 0.0311683 | val_loss: 0.031171 | Time: 5332.47 ms [2022-04-11 15:07:37 main:574] : INFO : Epoch 2001 | loss: 0.031167 | val_loss: 0.031173 | Time: 5331.07 ms [2022-04-11 15:07:43 main:574] : INFO : Epoch 2002 | loss: 0.031167 | val_loss: 0.0311701 | Time: 5334.52 ms [2022-04-11 15:07:48 main:574] : INFO : Epoch 2003 | loss: 0.031166 | val_loss: 0.03117 | Time: 5325.78 ms [2022-04-11 15:07:53 main:574] : INFO : Epoch 2004 | loss: 0.0311652 | val_loss: 0.0311695 | Time: 5324.72 ms [2022-04-11 15:07:59 main:574] : INFO : Epoch 2005 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 5326.89 ms [2022-04-11 15:08:04 main:574] : INFO : Epoch 2006 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 5321.55 ms [2022-04-11 15:08:09 main:574] : INFO : Epoch 2007 | loss: 0.0311739 | val_loss: 0.031175 | Time: 5325.17 ms [2022-04-11 15:08:15 main:574] : INFO : Epoch 2008 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 5326.27 ms [2022-04-11 15:08:20 main:574] : INFO : Epoch 2009 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 5323.7 ms [2022-04-11 15:08:25 main:574] : INFO : Epoch 2010 | loss: 0.0311674 | val_loss: 0.031174 | Time: 5323.73 ms [2022-04-11 15:08:31 main:574] : INFO : Epoch 2011 | loss: 0.0311642 | val_loss: 0.0311723 | Time: 5323.9 ms [2022-04-11 15:08:36 main:574] : INFO : Epoch 2012 | loss: 0.0311652 | val_loss: 0.0311712 | Time: 5322.06 ms [2022-04-11 15:08:41 main:574] : INFO : Epoch 2013 | loss: 0.031166 | val_loss: 0.0311757 | Time: 5321.18 ms [2022-04-11 15:08:47 main:574] : INFO : Epoch 2014 | loss: 0.0311653 | val_loss: 0.0311802 | Time: 5327 ms [2022-04-11 15:08:52 main:574] : INFO : Epoch 2015 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 5334.09 ms [2022-04-11 15:08:57 main:574] : INFO : Epoch 2016 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 5330.68 ms [2022-04-11 15:09:03 main:574] : INFO : Epoch 2017 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 5324.05 ms [2022-04-11 15:09:08 main:574] : INFO : Epoch 2018 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 5323.69 ms [2022-04-11 15:09:13 main:574] : INFO : Epoch 2019 | loss: 0.0311608 | val_loss: 0.0311756 | Time: 5323.18 ms [2022-04-11 15:09:19 main:574] : INFO : Epoch 2020 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 5319.42 ms [2022-04-11 15:09:24 main:574] : INFO : Epoch 2021 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 5330.88 ms [2022-04-11 15:09:29 main:574] : INFO : Epoch 2022 | loss: 0.0311603 | val_loss: 0.031173 | Time: 5330.57 ms [2022-04-11 15:09:35 main:574] : INFO : Epoch 2023 | loss: 0.0311603 | val_loss: 0.0311746 | Time: 5329.93 ms [2022-04-11 15:09:40 main:574] : INFO : Epoch 2024 | loss: 0.0311598 | val_loss: 0.0311782 | Time: 5326.97 ms [2022-04-11 15:09:45 main:574] : INFO : Epoch 2025 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 5322.42 ms [2022-04-11 15:09:51 main:574] : INFO : Epoch 2026 | loss: 0.0311611 | val_loss: 0.031174 | Time: 5325.53 ms [2022-04-11 15:09:56 main:574] : INFO : Epoch 2027 | loss: 0.0311598 | val_loss: 0.0311769 | Time: 5328.2 ms [2022-04-11 15:10:01 main:574] : INFO : Epoch 2028 | loss: 0.0311604 | val_loss: 0.0311789 | Time: 5325.45 ms [2022-04-11 15:10:07 main:574] : INFO : Epoch 2029 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 5333.85 ms [2022-04-11 15:10:12 main:574] : INFO : Epoch 2030 | loss: 0.0311604 | val_loss: 0.0311761 | Time: 5337.93 ms [2022-04-11 15:10:17 main:574] : INFO : Epoch 2031 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 5327.12 ms [2022-04-11 15:10:23 main:574] : INFO : Epoch 2032 | loss: 0.0311595 | val_loss: 0.0311753 | Time: 5319.26 ms [2022-04-11 15:10:28 main:574] : INFO : Epoch 2033 | loss: 0.0311624 | val_loss: 0.0311722 | Time: 5325.55 ms [2022-04-11 15:10:33 main:574] : INFO : Epoch 2034 | loss: 0.0311601 | val_loss: 0.0311742 | Time: 5334.16 ms [2022-04-11 15:10:39 main:574] : INFO : Epoch 2035 | loss: 0.03116 | val_loss: 0.0311721 | Time: 5322.84 ms [2022-04-11 15:10:44 main:574] : INFO : Epoch 2036 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 5337.31 ms [2022-04-11 15:10:49 main:574] : INFO : Epoch 2037 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 5330.71 ms [2022-04-11 15:10:55 main:574] : INFO : Epoch 2038 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 5326.87 ms [2022-04-11 15:11:00 main:574] : INFO : Epoch 2039 | loss: 0.0311585 | val_loss: 0.0311777 | Time: 5319.52 ms [2022-04-11 15:11:05 main:574] : INFO : Epoch 2040 | loss: 0.0311575 | val_loss: 0.0311773 | Time: 5323.26 ms [2022-04-11 15:11:11 main:574] : INFO : Epoch 2041 | loss: 0.0311599 | val_loss: 0.0311745 | Time: 5320.64 ms [2022-04-11 15:11:16 main:574] : INFO : Epoch 2042 | loss: 0.0311588 | val_loss: 0.0311758 | Time: 5324.31 ms [2022-04-11 15:11:21 main:574] : INFO : Epoch 2043 | loss: 0.031158 | val_loss: 0.0311739 | Time: 5323.64 ms [2022-04-11 15:11:27 main:574] : INFO : Epoch 2044 | loss: 0.0311567 | val_loss: 0.0311724 | Time: 5322.85 ms [2022-04-11 15:11:32 main:574] : INFO : Epoch 2045 | loss: 0.031162 | val_loss: 0.031174 | Time: 5323.37 ms [2022-04-11 15:11:37 main:574] : INFO : Epoch 2046 | loss: 0.0311613 | val_loss: 0.0311732 | Time: 5322.58 ms [2022-04-11 15:11:42 main:574] : INFO : Epoch 2047 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 5324.58 ms [2022-04-11 15:11:48 main:574] : INFO : Epoch 2048 | loss: 0.0311594 | val_loss: 0.0311773 | Time: 5324.85 ms [2022-04-11 15:11:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311773 [2022-04-11 15:11:48 main:603] : INFO : Saving end state to config to file [2022-04-11 15:11:48 main:608] : INFO : Success, exiting.. 15:11:48 (5108): 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)