Task 13964939
| Name | ParityModified-1645997278-22701-3-0_0 |
| Workunit | 11037556 |
| Created | 29 Mar 2022, 8:11:05 UTC |
| Sent | 2 Apr 2022, 11:28:32 UTC |
| Report deadline | 10 Apr 2022, 11:28:32 UTC |
| Received | 4 Apr 2022, 13:49:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 4 hours 45 min 48 sec |
| CPU time | 3 hours 14 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 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 1580 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 9958.66 ms
[2022-04-03 06:35:45 main:574] : INFO : Epoch 1581 | loss: 0.0311488 | val_loss: 0.0311575 | Time: 7339.62 ms
[2022-04-03 06:35:53 main:574] : INFO : Epoch 1582 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 7802.44 ms
[2022-04-03 06:36:11 main:574] : INFO : Epoch 1583 | loss: 0.0311469 | val_loss: 0.031157 | Time: 17906.9 ms
[2022-04-03 06:36:19 main:574] : INFO : Epoch 1584 | loss: 0.0311464 | val_loss: 0.0311568 | Time: 8219.67 ms
[2022-04-03 06:36:27 main:574] : INFO : Epoch 1585 | loss: 0.031146 | val_loss: 0.0311553 | Time: 7973.24 ms
[2022-04-03 06:36:36 main:574] : INFO : Epoch 1586 | loss: 0.0311466 | val_loss: 0.0311586 | Time: 8616.89 ms
[2022-04-03 06:36:44 main:574] : INFO : Epoch 1587 | loss: 0.0311531 | val_loss: 0.0311597 | Time: 8078.05 ms
[2022-04-03 06:36:52 main:574] : INFO : Epoch 1588 | loss: 0.031151 | val_loss: 0.0311598 | Time: 7723.84 ms
[2022-04-03 06:37:00 main:574] : INFO : Epoch 1589 | loss: 0.0311516 | val_loss: 0.0311608 | Time: 8121.6 ms
[2022-04-03 06:37:08 main:574] : INFO : Epoch 1590 | loss: 0.0311542 | val_loss: 0.0311568 | Time: 8227.32 ms
[2022-04-03 06:37:17 main:574] : INFO : Epoch 1591 | loss: 0.0311535 | val_loss: 0.0311563 | Time: 8835.13 ms
[2022-04-03 06:37:25 main:574] : INFO : Epoch 1592 | loss: 0.0311547 | val_loss: 0.0311573 | Time: 8155.46 ms
[2022-04-03 06:37:33 main:574] : INFO : Epoch 1593 | loss: 0.0311553 | val_loss: 0.0311629 | Time: 8038.18 ms
[2022-04-03 06:37:43 main:574] : INFO : Epoch 1594 | loss: 0.0311557 | val_loss: 0.0311582 | Time: 9565.34 ms
[2022-04-03 06:37:51 main:574] : INFO : Epoch 1595 | loss: 0.0311562 | val_loss: 0.0311686 | Time: 8689.43 ms
[2022-04-03 06:37:59 main:574] : INFO : Epoch 1596 | loss: 0.0311583 | val_loss: 0.0311639 | Time: 7844.38 ms
[2022-04-03 06:38:07 main:574] : INFO : Epoch 1597 | loss: 0.0311588 | val_loss: 0.0311617 | Time: 8220.16 ms
[2022-04-03 06:38:15 main:574] : INFO : Epoch 1598 | loss: 0.031158 | val_loss: 0.0311712 | Time: 7890.49 ms
[2022-04-03 06:38:23 main:574] : INFO : Epoch 1599 | loss: 0.0311567 | val_loss: 0.0311605 | Time: 7959.77 ms
[2022-04-03 06:38:31 main:574] : INFO : Epoch 1600 | loss: 0.0311509 | val_loss: 0.0311609 | Time: 7830.99 ms
[2022-04-03 06:38:40 main:574] : INFO : Epoch 1601 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 8551.88 ms
[2022-04-03 06:38:47 main:574] : INFO : Epoch 1602 | loss: 0.031153 | val_loss: 0.0311606 | Time: 7709.78 ms
[2022-04-03 06:38:55 main:574] : INFO : Epoch 1603 | loss: 0.0311533 | val_loss: 0.0311581 | Time: 7716.4 ms
[2022-04-03 06:39:03 main:574] : INFO : Epoch 1604 | loss: 0.0311509 | val_loss: 0.0311581 | Time: 7681.28 ms
[2022-04-03 06:39:11 main:574] : INFO : Epoch 1605 | loss: 0.0311529 | val_loss: 0.031163 | Time: 7863.8 ms
[2022-04-03 06:39:18 main:574] : INFO : Epoch 1606 | loss: 0.0311554 | val_loss: 0.0311605 | Time: 7709.59 ms
[2022-04-03 06:39:26 main:574] : INFO : Epoch 1607 | loss: 0.0311549 | val_loss: 0.0311575 | Time: 7628.76 ms
[2022-04-03 06:39:34 main:574] : INFO : Epoch 1608 | loss: 0.0311524 | val_loss: 0.0311545 | Time: 8081.63 ms
[2022-04-03 06:39:42 main:574] : INFO : Epoch 1609 | loss: 0.0311515 | val_loss: 0.0311572 | Time: 7616.3 ms
[2022-04-03 06:39:50 main:574] : INFO : Epoch 1610 | loss: 0.0311518 | val_loss: 0.0311582 | Time: 7850.78 ms
[2022-04-03 06:39:57 main:574] : INFO : Epoch 1611 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 7624.38 ms
[2022-04-03 06:40:05 main:574] : INFO : Epoch 1612 | loss: 0.0311642 | val_loss: 0.0311658 | Time: 7883.75 ms
[2022-04-03 06:40:13 main:574] : INFO : Epoch 1613 | loss: 0.0311618 | val_loss: 0.031164 | Time: 7732.22 ms
[2022-04-03 06:40:21 main:574] : INFO : Epoch 1614 | loss: 0.0311602 | val_loss: 0.0311618 | Time: 7856.41 ms
[2022-04-03 06:40:30 main:574] : INFO : Epoch 1615 | loss: 0.0311575 | val_loss: 0.0311601 | Time: 9593.04 ms
[2022-04-03 06:40:38 main:574] : INFO : Epoch 1616 | loss: 0.0311557 | val_loss: 0.0311597 | Time: 7743.56 ms
[2022-04-03 06:40:46 main:574] : INFO : Epoch 1617 | loss: 0.0311548 | val_loss: 0.0311586 | Time: 7916.38 ms
[2022-04-03 06:40:54 main:574] : INFO : Epoch 1618 | loss: 0.0311524 | val_loss: 0.0311588 | Time: 7908.92 ms
[2022-04-03 06:41:02 main:574] : INFO : Epoch 1619 | loss: 0.031155 | val_loss: 0.0311689 | Time: 7976.22 ms
[2022-04-03 06:41:10 main:574] : INFO : Epoch 1620 | loss: 0.0311622 | val_loss: 0.0311641 | Time: 8030.97 ms
[2022-04-03 06:41:18 main:574] : INFO : Epoch 1621 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 8142.67 ms
[2022-04-03 06:41:26 main:574] : INFO : Epoch 1622 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 8257.99 ms
[2022-04-03 06:41:36 main:574] : INFO : Epoch 1623 | loss: 0.0311603 | val_loss: 0.0311637 | Time: 9181.75 ms
[2022-04-03 06:41:44 main:574] : INFO : Epoch 1624 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 8318.79 ms
[2022-04-03 06:41:52 main:574] : INFO : Epoch 1625 | loss: 0.031159 | val_loss: 0.0311642 | Time: 8008.27 ms
[2022-04-03 06:42:00 main:574] : INFO : Epoch 1626 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 8076.18 ms
[2022-04-03 06:42:08 main:574] : INFO : Epoch 1627 | loss: 0.0311741 | val_loss: 0.0311701 | Time: 8186.79 ms
[2022-04-03 06:42:17 main:574] : INFO : Epoch 1628 | loss: 0.0311714 | val_loss: 0.0311691 | Time: 8417.35 ms
[2022-04-03 06:42:25 main:574] : INFO : Epoch 1629 | loss: 0.0311677 | val_loss: 0.0311676 | Time: 8463.81 ms
[2022-04-03 06:42:34 main:574] : INFO : Epoch 1630 | loss: 0.0311667 | val_loss: 0.0311675 | Time: 8505.97 ms
[2022-04-03 06:42:42 main:574] : INFO : Epoch 1631 | loss: 0.0311655 | val_loss: 0.031169 | Time: 8238.19 ms
[2022-04-03 06:42:50 main:574] : INFO : Epoch 1632 | loss: 0.031164 | val_loss: 0.031169 | Time: 7651.7 ms
[2022-04-03 06:42:57 main:574] : INFO : Epoch 1633 | loss: 0.0311622 | val_loss: 0.0311658 | Time: 7938.88 ms
[2022-04-03 06:43:06 main:574] : INFO : Epoch 1634 | loss: 0.0311638 | val_loss: 0.0311785 | Time: 8017.66 ms
[2022-04-03 06:43:14 main:574] : INFO : Epoch 1635 | loss: 0.0311785 | val_loss: 0.0311861 | Time: 8114.12 ms
[2022-04-03 06:43:22 main:574] : INFO : Epoch 1636 | loss: 0.031178 | val_loss: 0.0311786 | Time: 7926.54 ms
[2022-04-03 06:43:31 main:574] : INFO : Epoch 1637 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 9163.71 ms
[2022-04-03 06:43:39 main:574] : INFO : Epoch 1638 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 8393.47 ms
[2022-04-03 06:43:47 main:574] : INFO : Epoch 1639 | loss: 0.0311718 | val_loss: 0.031174 | Time: 7465.02 ms
[2022-04-03 06:43:55 main:574] : INFO : Epoch 1640 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 8424.81 ms
[2022-04-03 06:44:03 main:574] : INFO : Epoch 1641 | loss: 0.0311698 | val_loss: 0.031173 | Time: 8113.94 ms
[2022-04-03 06:44:11 main:574] : INFO : Epoch 1642 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 7962.62 ms
[2022-04-03 06:44:19 main:574] : INFO : Epoch 1643 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 8296.23 ms
[2022-04-03 06:44:27 main:574] : INFO : Epoch 1644 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 8062.53 ms
[2022-04-03 06:44:40 main:574] : INFO : Epoch 1645 | loss: 0.0311604 | val_loss: 0.0311731 | Time: 12171.8 ms
[2022-04-03 06:44:48 main:574] : INFO : Epoch 1646 | loss: 0.0311593 | val_loss: 0.0311735 | Time: 8128.11 ms
[2022-04-03 06:44:56 main:574] : INFO : Epoch 1647 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 8016.78 ms
[2022-04-03 06:45:04 main:574] : INFO : Epoch 1648 | loss: 0.0311645 | val_loss: 0.0311684 | Time: 7933.81 ms
[2022-04-03 06:45:12 main:574] : INFO : Epoch 1649 | loss: 0.0311616 | val_loss: 0.03118 | Time: 7977.6 ms
[2022-04-03 06:45:19 main:574] : INFO : Epoch 1650 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 7727.01 ms
[2022-04-03 06:45:27 main:574] : INFO : Epoch 1651 | loss: 0.0311835 | val_loss: 0.031187 | Time: 7838.25 ms
[2022-04-03 06:45:36 main:574] : INFO : Epoch 1652 | loss: 0.0311789 | val_loss: 0.0311833 | Time: 8896.3 ms
[2022-04-03 06:45:44 main:574] : INFO : Epoch 1653 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 8177.61 ms
[2022-04-03 06:45:53 main:574] : INFO : Epoch 1654 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 8137.88 ms
[2022-04-03 06:46:01 main:574] : INFO : Epoch 1655 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 8055.99 ms
[2022-04-03 06:46:10 main:574] : INFO : Epoch 1656 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 9001 ms
[2022-04-03 06:46:18 main:574] : INFO : Epoch 1657 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 8622.2 ms
[2022-04-03 06:46:26 main:574] : INFO : Epoch 1658 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 8117.85 ms
[2022-04-03 06:46:35 main:574] : INFO : Epoch 1659 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 8203.27 ms
[2022-04-03 06:46:43 main:574] : INFO : Epoch 1660 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 8031.49 ms
[2022-04-03 06:46:51 main:574] : INFO : Epoch 1661 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 8077.49 ms
[2022-04-03 06:46:59 main:574] : INFO : Epoch 1662 | loss: 0.0311667 | val_loss: 0.0311721 | Time: 7890.71 ms
[2022-04-03 06:47:08 main:574] : INFO : Epoch 1663 | loss: 0.031163 | val_loss: 0.0311724 | Time: 9030.98 ms
[2022-04-03 06:47:16 main:574] : INFO : Epoch 1664 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 8025.02 ms
[2022-04-03 06:47:24 main:574] : INFO : Epoch 1665 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 8222.12 ms
[2022-04-03 06:47:32 main:574] : INFO : Epoch 1666 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 7989.92 ms
[2022-04-03 06:47:40 main:574] : INFO : Epoch 1667 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 8238.4 ms
[2022-04-03 06:47:48 main:574] : INFO : Epoch 1668 | loss: 0.0311619 | val_loss: 0.03117 | Time: 8040.02 ms
[2022-04-03 06:47:56 main:574] : INFO : Epoch 1669 | loss: 0.0311629 | val_loss: 0.03117 | Time: 7950.65 ms
[2022-04-03 06:48:04 main:574] : INFO : Epoch 1670 | loss: 0.0311631 | val_loss: 0.0311717 | Time: 7930.6 ms
[2022-04-03 06:48:12 main:574] : INFO : Epoch 1671 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 7955.83 ms
[2022-04-03 06:48:20 main:574] : INFO : Epoch 1672 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 8320.26 ms
[2022-04-03 06:48:29 main:574] : INFO : Epoch 1673 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 8842.39 ms
[2022-04-03 06:48:38 main:574] : INFO : Epoch 1674 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 8323.66 ms
[2022-04-03 06:48:46 main:574] : INFO : Epoch 1675 | loss: 0.0311638 | val_loss: 0.0311701 | Time: 8082.42 ms
[2022-04-03 06:48:54 main:574] : INFO : Epoch 1676 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 8004.37 ms
[2022-04-03 06:49:02 main:574] : INFO : Epoch 1677 | loss: 0.0311652 | val_loss: 0.0311693 | Time: 8285.03 ms
[2022-04-03 06:49:10 main:574] : INFO : Epoch 1678 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 7868.42 ms
[2022-04-03 06:49:18 main:574] : INFO : Epoch 1679 | loss: 0.0311617 | val_loss: 0.0311653 | Time: 7914.03 ms
[2022-04-03 06:49:26 main:574] : INFO : Epoch 1680 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 7895.01 ms
[2022-04-03 06:49:34 main:574] : INFO : Epoch 1681 | loss: 0.0311587 | val_loss: 0.0311659 | Time: 8531.12 ms
[2022-04-03 06:49:42 main:574] : INFO : Epoch 1682 | loss: 0.0311583 | val_loss: 0.0311644 | Time: 7987.07 ms
[2022-04-03 06:49:50 main:574] : INFO : Epoch 1683 | loss: 0.0311595 | val_loss: 0.031168 | Time: 8017 ms
[2022-04-03 06:49:59 main:574] : INFO : Epoch 1684 | loss: 0.0311599 | val_loss: 0.0311646 | Time: 8870.02 ms
[2022-04-03 06:50:09 main:574] : INFO : Epoch 1685 | loss: 0.0311582 | val_loss: 0.0311638 | Time: 9381.78 ms
[2022-04-03 06:50:18 main:574] : INFO : Epoch 1686 | loss: 0.0311563 | val_loss: 0.0311669 | Time: 9203.25 ms
[2022-04-03 06:50:26 main:574] : INFO : Epoch 1687 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 8160.02 ms
[2022-04-03 06:50:36 main:574] : INFO : Epoch 1688 | loss: 0.0311548 | val_loss: 0.0311641 | Time: 9857.5 ms
[2022-04-03 06:50:44 main:574] : INFO : Epoch 1689 | loss: 0.0311555 | val_loss: 0.0311693 | Time: 8373.7 ms
[2022-04-03 06:50:52 main:574] : INFO : Epoch 1690 | loss: 0.0311531 | val_loss: 0.0311641 | Time: 8033.15 ms
[2022-04-03 06:51:01 main:574] : INFO : Epoch 1691 | loss: 0.0311513 | val_loss: 0.0311627 | Time: 8786.78 ms
[2022-04-03 06:51:10 main:574] : INFO : Epoch 1692 | loss: 0.031153 | val_loss: 0.0311698 | Time: 9082.46 ms
[2022-04-03 06:51:18 main:574] : INFO : Epoch 1693 | loss: 0.0311528 | val_loss: 0.0311633 | Time: 8235.51 ms
[2022-04-03 06:51:26 main:574] : INFO : Epoch 1694 | loss: 0.0311507 | val_loss: 0.0311625 | Time: 8037.83 ms
[2022-04-03 06:51:35 main:574] : INFO : Epoch 1695 | loss: 0.031153 | val_loss: 0.0311625 | Time: 8320.6 ms
[2022-04-03 06:51:43 main:574] : INFO : Epoch 1696 | loss: 0.0311519 | val_loss: 0.0311618 | Time: 8103.64 ms
[2022-04-03 06:51:51 main:574] : INFO : Epoch 1697 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 8044.36 ms
[2022-04-03 06:52:01 main:574] : INFO : Epoch 1698 | loss: 0.0311534 | val_loss: 0.0311633 | Time: 9809.74 ms
[2022-04-03 06:52:09 main:574] : INFO : Epoch 1699 | loss: 0.031151 | val_loss: 0.0311607 | Time: 8832.45 ms
[2022-04-03 06:52:18 main:574] : INFO : Epoch 1700 | loss: 0.0311572 | val_loss: 0.0311808 | Time: 8074.62 ms
[2022-04-03 06:52:26 main:574] : INFO : Epoch 1701 | loss: 0.0311655 | val_loss: 0.0311674 | Time: 8331.12 ms
[2022-04-03 06:52:35 main:574] : INFO : Epoch 1702 | loss: 0.0311574 | val_loss: 0.0311673 | Time: 9492.1 ms
[2022-04-03 06:52:43 main:574] : INFO : Epoch 1703 | loss: 0.0311542 | val_loss: 0.031167 | Time: 7918.85 ms
[2022-04-03 06:52:52 main:574] : INFO : Epoch 1704 | loss: 0.0311571 | val_loss: 0.0311632 | Time: 8951.27 ms
[2022-04-03 06:53:00 main:574] : INFO : Epoch 1705 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 8143.09 ms
[2022-04-03 06:53:08 main:574] : INFO : Epoch 1706 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 7851.3 ms
[2022-04-03 06:53:17 main:574] : INFO : Epoch 1707 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 8355.59 ms
[2022-04-03 06:53:25 main:574] : INFO : Epoch 1708 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 8543.16 ms
[2022-04-03 06:53:33 main:574] : INFO : Epoch 1709 | loss: 0.0311542 | val_loss: 0.0311618 | Time: 8017.64 ms
[2022-04-03 06:53:41 main:574] : INFO : Epoch 1710 | loss: 0.031157 | val_loss: 0.0311683 | Time: 7889.01 ms
[2022-04-03 06:53:49 main:574] : INFO : Epoch 1711 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 7955.15 ms
[2022-04-03 06:53:57 main:574] : INFO : Epoch 1712 | loss: 0.0311576 | val_loss: 0.0311648 | Time: 8169.18 ms
[2022-04-03 06:54:05 main:574] : INFO : Epoch 1713 | loss: 0.0311565 | val_loss: 0.031164 | Time: 8120.18 ms
[2022-04-03 06:54:14 main:574] : INFO : Epoch 1714 | loss: 0.0311557 | val_loss: 0.0311718 | Time: 8374.79 ms
[2022-04-03 06:54:22 main:574] : INFO : Epoch 1715 | loss: 0.0311562 | val_loss: 0.0311629 | Time: 7778.33 ms
[2022-04-03 06:54:31 main:574] : INFO : Epoch 1716 | loss: 0.0311545 | val_loss: 0.0311621 | Time: 9513.42 ms
[2022-04-03 06:54:39 main:574] : INFO : Epoch 1717 | loss: 0.0311528 | val_loss: 0.031163 | Time: 8153.38 ms
[2022-04-03 06:54:47 main:574] : INFO : Epoch 1718 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 7658.34 ms
[2022-04-03 06:54:55 main:574] : INFO : Epoch 1719 | loss: 0.0311621 | val_loss: 0.0311688 | Time: 7997.18 ms
[2022-04-03 06:55:04 main:574] : INFO : Epoch 1720 | loss: 0.0311595 | val_loss: 0.0311628 | Time: 9270.89 ms
[2022-04-03 06:55:12 main:574] : INFO : Epoch 1721 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 7976.03 ms
[2022-04-03 06:55:21 main:574] : INFO : Epoch 1722 | loss: 0.0311553 | val_loss: 0.0311639 | Time: 8377.15 ms
[2022-04-03 06:55:29 main:574] : INFO : Epoch 1723 | loss: 0.0311552 | val_loss: 0.0311649 | Time: 8056.46 ms
[2022-04-03 06:55:37 main:574] : INFO : Epoch 1724 | loss: 0.0311565 | val_loss: 0.0311643 | Time: 8037.95 ms
[2022-04-03 06:55:45 main:574] : INFO : Epoch 1725 | loss: 0.0311562 | val_loss: 0.0311639 | Time: 8026.48 ms
[2022-04-03 06:55:53 main:574] : INFO : Epoch 1726 | loss: 0.0311567 | val_loss: 0.0311648 | Time: 8113.3 ms
[2022-04-03 06:56:01 main:574] : INFO : Epoch 1727 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 7939.77 ms
[2022-04-03 06:56:09 main:574] : INFO : Epoch 1728 | loss: 0.0311539 | val_loss: 0.031164 | Time: 8140.43 ms
[2022-04-03 06:56:18 main:574] : INFO : Epoch 1729 | loss: 0.0311569 | val_loss: 0.03117 | Time: 9620.21 ms
[2022-04-03 06:56:26 main:574] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 7693.82 ms
[2022-04-03 06:56:34 main:574] : INFO : Epoch 1731 | loss: 0.0311527 | val_loss: 0.0311631 | Time: 8127.58 ms
[2022-04-03 06:56:42 main:574] : INFO : Epoch 1732 | loss: 0.031152 | val_loss: 0.0311682 | Time: 7907.3 ms
[2022-04-03 06:56:50 main:574] : INFO : Epoch 1733 | loss: 0.0311532 | val_loss: 0.0311639 | Time: 8150.38 ms
[2022-04-03 06:56:58 main:574] : INFO : Epoch 1734 | loss: 0.0311508 | val_loss: 0.0311641 | Time: 7571.59 ms
[2022-04-03 06:57:06 main:574] : INFO : Epoch 1735 | loss: 0.0311497 | val_loss: 0.0311682 | Time: 8098.91 ms
[2022-04-03 06:57:14 main:574] : INFO : Epoch 1736 | loss: 0.0311509 | val_loss: 0.0311635 | Time: 7461.45 ms
[2022-04-03 06:57:22 main:574] : INFO : Epoch 1737 | loss: 0.0311488 | val_loss: 0.0311633 | Time: 7991.46 ms
[2022-04-03 06:57:30 main:574] : INFO : Epoch 1738 | loss: 0.031147 | val_loss: 0.0311641 | Time: 8028.21 ms
[2022-04-03 06:57:38 main:574] : INFO : Epoch 1739 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 8257.56 ms
[2022-04-03 06:57:46 main:574] : INFO : Epoch 1740 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 8289.24 ms
[2022-04-03 06:57:54 main:574] : INFO : Epoch 1741 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 8129.33 ms
[2022-04-03 06:58:02 main:574] : INFO : Epoch 1742 | loss: 0.0311478 | val_loss: 0.031162 | Time: 7896 ms
[2022-04-03 06:58:11 main:574] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.031164 | Time: 9152.05 ms
[2022-04-03 06:58:20 main:574] : INFO : Epoch 1744 | loss: 0.0311493 | val_loss: 0.0311684 | Time: 8437.5 ms
[2022-04-03 06:58:28 main:574] : INFO : Epoch 1745 | loss: 0.0311492 | val_loss: 0.0311662 | Time: 8047.04 ms
[2022-04-03 06:58:36 main:574] : INFO : Epoch 1746 | loss: 0.0311491 | val_loss: 0.0311647 | Time: 8384.72 ms
[2022-04-03 06:58:44 main:574] : INFO : Epoch 1747 | loss: 0.0311491 | val_loss: 0.0311594 | Time: 8236.53 ms
[2022-04-03 06:58:53 main:574] : INFO : Epoch 1748 | loss: 0.0311494 | val_loss: 0.0311597 | Time: 8152.65 ms
[2022-04-03 06:59:01 main:574] : INFO : Epoch 1749 | loss: 0.0311504 | val_loss: 0.0311628 | Time: 8095.63 ms
[2022-04-03 06:59:09 main:574] : INFO : Epoch 1750 | loss: 0.0311496 | val_loss: 0.0311693 | Time: 8025.28 ms
[2022-04-03 06:59:18 main:574] : INFO : Epoch 1751 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 8868.97 ms
[2022-04-03 06:59:26 main:574] : INFO : Epoch 1752 | loss: 0.0311503 | val_loss: 0.0311666 | Time: 8041.28 ms
[2022-04-03 06:59:34 main:574] : INFO : Epoch 1753 | loss: 0.0311537 | val_loss: 0.0311613 | Time: 8576.63 ms
[2022-04-03 06:59:42 main:574] : INFO : Epoch 1754 | loss: 0.031152 | val_loss: 0.0311666 | Time: 7767.07 ms
[2022-04-03 06:59:50 main:574] : INFO : Epoch 1755 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 8056.96 ms
[2022-04-03 06:59:58 main:574] : INFO : Epoch 1756 | loss: 0.0311514 | val_loss: 0.0311624 | Time: 8234.04 ms
[2022-04-03 07:00:06 main:574] : INFO : Epoch 1757 | loss: 0.0311531 | val_loss: 0.0311608 | Time: 8112.4 ms
[2022-04-03 07:00:14 main:574] : INFO : Epoch 1758 | loss: 0.0311496 | val_loss: 0.0311562 | Time: 8002.74 ms
[2022-04-03 07:00:22 main:574] : INFO : Epoch 1759 | loss: 0.0311487 | val_loss: 0.031156 | Time: 7990.64 ms
[2022-04-03 07:00:32 main:574] : INFO : Epoch 1760 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 9459.84 ms
[2022-04-03 07:00:39 main:574] : INFO : Epoch 1761 | loss: 0.0311521 | val_loss: 0.0311585 | Time: 7536.18 ms
[2022-04-03 07:00:47 main:574] : INFO : Epoch 1762 | loss: 0.0311502 | val_loss: 0.0311589 | Time: 7870.69 ms
[2022-04-03 07:00:55 main:574] : INFO : Epoch 1763 | loss: 0.031151 | val_loss: 0.0311589 | Time: 8014.69 ms
[2022-04-03 07:01:03 main:574] : INFO : Epoch 1764 | loss: 0.0311501 | val_loss: 0.0311597 | Time: 7628.19 ms
[2022-04-03 07:01:11 main:574] : INFO : Epoch 1765 | loss: 0.0311486 | val_loss: 0.0311622 | Time: 8173.28 ms
[2022-04-03 07:01:20 main:574] : INFO : Epoch 1766 | loss: 0.0311478 | val_loss: 0.0311578 | Time: 8475.93 ms
[2022-04-03 07:01:28 main:574] : INFO : Epoch 1767 | loss: 0.0311473 | val_loss: 0.0311568 | Time: 7967.65 ms
[2022-04-03 07:01:36 main:574] : INFO : Epoch 1768 | loss: 0.0311497 | val_loss: 0.0311576 | Time: 8342.49 ms
[2022-04-03 07:01:44 main:574] : INFO : Epoch 1769 | loss: 0.0311482 | val_loss: 0.0311599 | Time: 7875.76 ms
[2022-04-03 07:01:52 main:574] : INFO : Epoch 1770 | loss: 0.0311477 | val_loss: 0.0311586 | Time: 8214.79 ms
[2022-04-03 07:02:00 main:574] : INFO : Epoch 1771 | loss: 0.031147 | val_loss: 0.0311589 | Time: 8066.74 ms
[2022-04-03 07:02:08 main:574] : INFO : Epoch 1772 | loss: 0.0311459 | val_loss: 0.0311613 | Time: 7885.95 ms
[2022-04-03 07:02:16 main:574] : INFO : Epoch 1773 | loss: 0.0311476 | val_loss: 0.0311595 | Time: 7747.91 ms
[2022-04-03 07:02:25 main:574] : INFO : Epoch 1774 | loss: 0.0311443 | val_loss: 0.0311589 | Time: 8843.28 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P4000)
[2022-04-04 09:01:39 main:435] : INFO : Set logging level to 1
[2022-04-04 09:01:39 main:441] : INFO : Running in BOINC Client mode
[2022-04-04 09:01:39 main:444] : INFO : Resolving all filenames
[2022-04-04 09:01:39 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-04 09:01:39 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-04 09:01:39 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-04 09:01:39 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-04 09:01:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-04 09:01:39 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-04 09:01:39 main:474] : INFO : Configuration:
[2022-04-04 09:01:39 main:475] : INFO : Model type: GRU
[2022-04-04 09:01:39 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-04 09:01:39 main:477] : INFO : Max Epochs: 2048
[2022-04-04 09:01:39 main:478] : INFO : Batch Size: 128
[2022-04-04 09:01:39 main:479] : INFO : Learning Rate: 0.01
[2022-04-04 09:01:39 main:480] : INFO : Patience: 10
[2022-04-04 09:01:39 main:481] : INFO : Hidden Width: 12
[2022-04-04 09:01:39 main:482] : INFO : # Recurrent Layers: 4
[2022-04-04 09:01:39 main:483] : INFO : # Backend Layers: 4
[2022-04-04 09:01:39 main:484] : INFO : # Threads: 1
[2022-04-04 09:01:39 main:486] : INFO : Preparing Dataset
[2022-04-04 09:01:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-04 09:01:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-04 09:01:42 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-04 09:01:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-04 09:01:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-04 09:01:42 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-04 09:01:42 main:494] : INFO : Creating Model
[2022-04-04 09:01:42 main:507] : INFO : Preparing config file
[2022-04-04 09:01:42 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-04 09:01:42 main:512] : INFO : Loading config
[2022-04-04 09:01:42 main:514] : INFO : Loading state
[2022-04-04 09:01:44 main:559] : INFO : Loading DataLoader into Memory
[2022-04-04 09:01:44 main:562] : INFO : Starting Training
[2022-04-04 09:01:55 main:574] : INFO : Epoch 1762 | loss: 0.03119 | val_loss: 0.0311639 | Time: 10189.6 ms
[2022-04-04 09:02:04 main:574] : INFO : Epoch 1763 | loss: 0.0311545 | val_loss: 0.0311575 | Time: 9351.12 ms
[2022-04-04 09:02:14 main:574] : INFO : Epoch 1764 | loss: 0.0311522 | val_loss: 0.0311581 | Time: 9885.65 ms
[2022-04-04 09:02:24 main:574] : INFO : Epoch 1765 | loss: 0.0311506 | val_loss: 0.0311568 | Time: 9870.45 ms
[2022-04-04 09:02:34 main:574] : INFO : Epoch 1766 | loss: 0.0311506 | val_loss: 0.0311594 | Time: 10171 ms
[2022-04-04 09:02:44 main:574] : INFO : Epoch 1767 | loss: 0.0311488 | val_loss: 0.0311576 | Time: 10315.6 ms
[2022-04-04 09:02:54 main:574] : INFO : Epoch 1768 | loss: 0.03115 | val_loss: 0.0311553 | Time: 9871.09 ms
[2022-04-04 09:03:04 main:574] : INFO : Epoch 1769 | loss: 0.0311471 | val_loss: 0.0311534 | Time: 10113.9 ms
[2022-04-04 09:03:13 main:574] : INFO : Epoch 1770 | loss: 0.0311465 | val_loss: 0.031155 | Time: 9096.44 ms
[2022-04-04 09:03:23 main:574] : INFO : Epoch 1771 | loss: 0.0311469 | val_loss: 0.0311579 | Time: 10106.7 ms
[2022-04-04 09:03:35 main:574] : INFO : Epoch 1772 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 11370.9 ms
[2022-04-04 09:03:45 main:574] : INFO : Epoch 1773 | loss: 0.0311459 | val_loss: 0.0311548 | Time: 10234 ms
[2022-04-04 09:03:55 main:574] : INFO : Epoch 1774 | loss: 0.0311437 | val_loss: 0.0311557 | Time: 9908.27 ms
[2022-04-04 09:04:05 main:574] : INFO : Epoch 1775 | loss: 0.0311468 | val_loss: 0.0311521 | Time: 10353.9 ms
[2022-04-04 09:04:15 main:574] : INFO : Epoch 1776 | loss: 0.0311478 | val_loss: 0.0311575 | Time: 9859.01 ms
[2022-04-04 09:04:24 main:574] : INFO : Epoch 1777 | loss: 0.0311509 | val_loss: 0.0311589 | Time: 9111.27 ms
[2022-04-04 09:04:34 main:574] : INFO : Epoch 1778 | loss: 0.0311528 | val_loss: 0.0311547 | Time: 9940.9 ms
[2022-04-04 09:04:44 main:574] : INFO : Epoch 1779 | loss: 0.0311504 | val_loss: 0.0311587 | Time: 9784.52 ms
[2022-04-04 09:04:54 main:574] : INFO : Epoch 1780 | loss: 0.0311506 | val_loss: 0.0311554 | Time: 9752.85 ms
[2022-04-04 09:05:03 main:574] : INFO : Epoch 1781 | loss: 0.0311466 | val_loss: 0.0311556 | Time: 8971.94 ms
[2022-04-04 09:05:13 main:574] : INFO : Epoch 1782 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 9795.53 ms
[2022-04-04 09:05:23 main:574] : INFO : Epoch 1783 | loss: 0.0311463 | val_loss: 0.0311555 | Time: 10017.8 ms
[2022-04-04 09:05:33 main:574] : INFO : Epoch 1784 | loss: 0.031145 | val_loss: 0.0311587 | Time: 10539.7 ms
[2022-04-04 09:05:43 main:574] : INFO : Epoch 1785 | loss: 0.0311429 | val_loss: 0.0311525 | Time: 9538.95 ms
[2022-04-04 09:05:52 main:574] : INFO : Epoch 1786 | loss: 0.0311412 | val_loss: 0.0311568 | Time: 8812.12 ms
[2022-04-04 09:06:02 main:574] : INFO : Epoch 1787 | loss: 0.0311431 | val_loss: 0.0311549 | Time: 9970.52 ms
[2022-04-04 09:06:12 main:574] : INFO : Epoch 1788 | loss: 0.0311427 | val_loss: 0.0311526 | Time: 10022.5 ms
[2022-04-04 09:06:22 main:574] : INFO : Epoch 1789 | loss: 0.0311441 | val_loss: 0.0311528 | Time: 10364.6 ms
[2022-04-04 09:06:32 main:574] : INFO : Epoch 1790 | loss: 0.0311442 | val_loss: 0.0311522 | Time: 10392.9 ms
[2022-04-04 09:06:41 main:574] : INFO : Epoch 1791 | loss: 0.0311474 | val_loss: 0.0311519 | Time: 9122.6 ms
[2022-04-04 09:06:52 main:574] : INFO : Epoch 1792 | loss: 0.031146 | val_loss: 0.0311543 | Time: 10192.8 ms
[2022-04-04 09:07:02 main:574] : INFO : Epoch 1793 | loss: 0.0311462 | val_loss: 0.0311578 | Time: 10243.6 ms
[2022-04-04 09:07:12 main:574] : INFO : Epoch 1794 | loss: 0.0311453 | val_loss: 0.0311544 | Time: 9599.32 ms
[2022-04-04 09:07:22 main:574] : INFO : Epoch 1795 | loss: 0.0311447 | val_loss: 0.0311528 | Time: 10016.7 ms
[2022-04-04 09:07:31 main:574] : INFO : Epoch 1796 | loss: 0.0311422 | val_loss: 0.0311544 | Time: 9853.06 ms
[2022-04-04 09:07:41 main:574] : INFO : Epoch 1797 | loss: 0.0311402 | val_loss: 0.0311564 | Time: 9420.26 ms
[2022-04-04 09:07:51 main:574] : INFO : Epoch 1798 | loss: 0.0311411 | val_loss: 0.0311537 | Time: 9852.5 ms
[2022-04-04 09:08:04 main:574] : INFO : Epoch 1799 | loss: 0.0311412 | val_loss: 0.0311568 | Time: 13027.8 ms
[2022-04-04 09:08:15 main:574] : INFO : Epoch 1800 | loss: 0.0311412 | val_loss: 0.031155 | Time: 11633.2 ms
[2022-04-04 09:08:26 main:574] : INFO : Epoch 1801 | loss: 0.0311394 | val_loss: 0.0311529 | Time: 10285.9 ms
[2022-04-04 09:08:37 main:574] : INFO : Epoch 1802 | loss: 0.0311413 | val_loss: 0.0311588 | Time: 11272.7 ms
[2022-04-04 09:08:46 main:574] : INFO : Epoch 1803 | loss: 0.0311399 | val_loss: 0.0311524 | Time: 8962.85 ms
[2022-04-04 09:08:55 main:574] : INFO : Epoch 1804 | loss: 0.0311389 | val_loss: 0.0311533 | Time: 9527.74 ms
[2022-04-04 09:09:08 main:574] : INFO : Epoch 1805 | loss: 0.0311382 | val_loss: 0.0311592 | Time: 12361.3 ms
[2022-04-04 09:09:19 main:574] : INFO : Epoch 1806 | loss: 0.031141 | val_loss: 0.0311511 | Time: 11004.9 ms
[2022-04-04 09:09:29 main:574] : INFO : Epoch 1807 | loss: 0.0311456 | val_loss: 0.0311613 | Time: 10064.8 ms
[2022-04-04 09:09:39 main:574] : INFO : Epoch 1808 | loss: 0.0311515 | val_loss: 0.0311553 | Time: 10359.7 ms
[2022-04-04 09:09:48 main:574] : INFO : Epoch 1809 | loss: 0.0311526 | val_loss: 0.0311548 | Time: 8821.44 ms
[2022-04-04 09:09:58 main:574] : INFO : Epoch 1810 | loss: 0.0311468 | val_loss: 0.0311524 | Time: 9973.79 ms
[2022-04-04 09:10:08 main:574] : INFO : Epoch 1811 | loss: 0.0311428 | val_loss: 0.0311549 | Time: 9636.84 ms
[2022-04-04 09:10:18 main:574] : INFO : Epoch 1812 | loss: 0.0311421 | val_loss: 0.0311499 | Time: 10097.3 ms
[2022-04-04 09:10:28 main:574] : INFO : Epoch 1813 | loss: 0.0311447 | val_loss: 0.0311507 | Time: 9757.56 ms
[2022-04-04 09:10:38 main:574] : INFO : Epoch 1814 | loss: 0.0311417 | val_loss: 0.0311509 | Time: 10593.1 ms
[2022-04-04 09:10:48 main:574] : INFO : Epoch 1815 | loss: 0.0311425 | val_loss: 0.0311547 | Time: 9917.27 ms
[2022-04-04 09:10:57 main:574] : INFO : Epoch 1816 | loss: 0.0311433 | val_loss: 0.0311522 | Time: 9023.23 ms
[2022-04-04 09:11:07 main:574] : INFO : Epoch 1817 | loss: 0.0311422 | val_loss: 0.0311528 | Time: 10066.8 ms
[2022-04-04 09:11:17 main:574] : INFO : Epoch 1818 | loss: 0.0311405 | val_loss: 0.0311541 | Time: 10094.6 ms
[2022-04-04 09:11:27 main:574] : INFO : Epoch 1819 | loss: 0.0311407 | val_loss: 0.0311534 | Time: 9990.46 ms
[2022-04-04 09:11:36 main:574] : INFO : Epoch 1820 | loss: 0.031139 | val_loss: 0.0311521 | Time: 8991.84 ms
[2022-04-04 09:11:46 main:574] : INFO : Epoch 1821 | loss: 0.0311408 | val_loss: 0.0311518 | Time: 9925.73 ms
[2022-04-04 09:11:56 main:574] : INFO : Epoch 1822 | loss: 0.0311383 | val_loss: 0.0311491 | Time: 9722.57 ms
[2022-04-04 09:12:06 main:574] : INFO : Epoch 1823 | loss: 0.0311377 | val_loss: 0.0311513 | Time: 10064.4 ms
[2022-04-04 09:12:16 main:574] : INFO : Epoch 1824 | loss: 0.0311392 | val_loss: 0.0311566 | Time: 10063.4 ms
[2022-04-04 09:12:27 main:574] : INFO : Epoch 1825 | loss: 0.0311392 | val_loss: 0.0311493 | Time: 10904 ms
[2022-04-04 09:12:39 main:574] : INFO : Epoch 1826 | loss: 0.0311385 | val_loss: 0.0311507 | Time: 11794.7 ms
[2022-04-04 09:12:49 main:574] : INFO : Epoch 1827 | loss: 0.0311365 | val_loss: 0.0311502 | Time: 10020.6 ms
[2022-04-04 09:12:58 main:574] : INFO : Epoch 1828 | loss: 0.031139 | val_loss: 0.0311534 | Time: 9236.49 ms
[2022-04-04 09:13:08 main:574] : INFO : Epoch 1829 | loss: 0.0311388 | val_loss: 0.0311505 | Time: 9894.66 ms
[2022-04-04 09:13:18 main:574] : INFO : Epoch 1830 | loss: 0.0311389 | val_loss: 0.0311513 | Time: 9719.32 ms
[2022-04-04 09:13:28 main:574] : INFO : Epoch 1831 | loss: 0.0311392 | val_loss: 0.0311512 | Time: 10123.4 ms
[2022-04-04 09:13:38 main:574] : INFO : Epoch 1832 | loss: 0.0311391 | val_loss: 0.0311569 | Time: 10066.3 ms
[2022-04-04 09:13:48 main:574] : INFO : Epoch 1833 | loss: 0.03114 | val_loss: 0.0311488 | Time: 9889.23 ms
[2022-04-04 09:13:56 main:574] : INFO : Epoch 1834 | loss: 0.0311375 | val_loss: 0.0311535 | Time: 8698.23 ms
[2022-04-04 09:14:06 main:574] : INFO : Epoch 1835 | loss: 0.0311384 | val_loss: 0.0311519 | Time: 9709.85 ms
[2022-04-04 09:14:16 main:574] : INFO : Epoch 1836 | loss: 0.0311373 | val_loss: 0.0311499 | Time: 10045.9 ms
[2022-04-04 09:14:26 main:574] : INFO : Epoch 1837 | loss: 0.0311358 | val_loss: 0.0311582 | Time: 10271.8 ms
[2022-04-04 09:14:40 main:574] : INFO : Epoch 1838 | loss: 0.0311367 | val_loss: 0.0311501 | Time: 13490.3 ms
[2022-04-04 09:14:52 main:574] : INFO : Epoch 1839 | loss: 0.0311362 | val_loss: 0.0311551 | Time: 11513.8 ms
[2022-04-04 09:15:01 main:574] : INFO : Epoch 1840 | loss: 0.0311352 | val_loss: 0.0311468 | Time: 9485.59 ms
[2022-04-04 09:15:11 main:574] : INFO : Epoch 1841 | loss: 0.0311347 | val_loss: 0.0311518 | Time: 10377.3 ms
[2022-04-04 09:15:22 main:574] : INFO : Epoch 1842 | loss: 0.0311349 | val_loss: 0.0311511 | Time: 10412.4 ms
[2022-04-04 09:15:32 main:574] : INFO : Epoch 1843 | loss: 0.0311353 | val_loss: 0.0311494 | Time: 10542 ms
[2022-04-04 09:15:41 main:574] : INFO : Epoch 1844 | loss: 0.0311367 | val_loss: 0.0311521 | Time: 8737.24 ms
[2022-04-04 09:15:51 main:574] : INFO : Epoch 1845 | loss: 0.0311357 | val_loss: 0.0311514 | Time: 9980.9 ms
[2022-04-04 09:16:01 main:574] : INFO : Epoch 1846 | loss: 0.0311351 | val_loss: 0.0311588 | Time: 9689.98 ms
[2022-04-04 09:16:11 main:574] : INFO : Epoch 1847 | loss: 0.0311427 | val_loss: 0.0311666 | Time: 10144.9 ms
[2022-04-04 09:16:21 main:574] : INFO : Epoch 1848 | loss: 0.0311412 | val_loss: 0.0311547 | Time: 9969.83 ms
[2022-04-04 09:16:30 main:574] : INFO : Epoch 1849 | loss: 0.0311462 | val_loss: 0.0311666 | Time: 9514.19 ms
[2022-04-04 09:16:40 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311746 | Time: 9975 ms
[2022-04-04 09:16:50 main:574] : INFO : Epoch 1851 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 9850.55 ms
[2022-04-04 09:16:59 main:574] : INFO : Epoch 1852 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 9180.31 ms
[2022-04-04 09:17:09 main:574] : INFO : Epoch 1853 | loss: 0.031166 | val_loss: 0.0311811 | Time: 9696.68 ms
[2022-04-04 09:17:19 main:574] : INFO : Epoch 1854 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 10045.4 ms
[2022-04-04 09:17:29 main:574] : INFO : Epoch 1855 | loss: 0.0311616 | val_loss: 0.0311778 | Time: 9738.01 ms
[2022-04-04 09:17:39 main:574] : INFO : Epoch 1856 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 10508.5 ms
[2022-04-04 09:17:49 main:574] : INFO : Epoch 1857 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 9768.98 ms
[2022-04-04 09:17:59 main:574] : INFO : Epoch 1858 | loss: 0.0311573 | val_loss: 0.0311711 | Time: 10036.1 ms
[2022-04-04 09:18:09 main:574] : INFO : Epoch 1859 | loss: 0.0311592 | val_loss: 0.0311693 | Time: 9366.69 ms
[2022-04-04 09:18:18 main:574] : INFO : Epoch 1860 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 9783.16 ms
[2022-04-04 09:18:29 main:574] : INFO : Epoch 1861 | loss: 0.0311608 | val_loss: 0.031169 | Time: 10102.1 ms
[2022-04-04 09:18:40 main:574] : INFO : Epoch 1862 | loss: 0.03116 | val_loss: 0.0311677 | Time: 11083.1 ms
[2022-04-04 09:18:49 main:574] : INFO : Epoch 1863 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 9104.13 ms
[2022-04-04 09:18:59 main:574] : INFO : Epoch 1864 | loss: 0.0311585 | val_loss: 0.0311684 | Time: 9806.35 ms
[2022-04-04 09:19:09 main:574] : INFO : Epoch 1865 | loss: 0.0311567 | val_loss: 0.0311776 | Time: 10438.6 ms
[2022-04-04 09:19:19 main:574] : INFO : Epoch 1866 | loss: 0.0311564 | val_loss: 0.0311666 | Time: 9903.45 ms
[2022-04-04 09:19:29 main:574] : INFO : Epoch 1867 | loss: 0.0311542 | val_loss: 0.0311741 | Time: 10095.1 ms
[2022-04-04 09:19:41 main:574] : INFO : Epoch 1868 | loss: 0.0311564 | val_loss: 0.0311714 | Time: 11873.1 ms
[2022-04-04 09:19:50 main:574] : INFO : Epoch 1869 | loss: 0.0311557 | val_loss: 0.031173 | Time: 8642.35 ms
[2022-04-04 09:20:02 main:574] : INFO : Epoch 1870 | loss: 0.0311535 | val_loss: 0.0311696 | Time: 12722.8 ms
[2022-04-04 09:20:14 main:574] : INFO : Epoch 1871 | loss: 0.0311539 | val_loss: 0.0311742 | Time: 11304 ms
[2022-04-04 09:20:23 main:574] : INFO : Epoch 1872 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 9004.41 ms
[2022-04-04 09:20:34 main:574] : INFO : Epoch 1873 | loss: 0.0311519 | val_loss: 0.0311657 | Time: 10968.9 ms
[2022-04-04 09:20:44 main:574] : INFO : Epoch 1874 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 10178.6 ms
[2022-04-04 09:20:54 main:574] : INFO : Epoch 1875 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 10450.2 ms
[2022-04-04 09:21:05 main:574] : INFO : Epoch 1876 | loss: 0.0311534 | val_loss: 0.0311725 | Time: 10064.3 ms
[2022-04-04 09:21:14 main:574] : INFO : Epoch 1877 | loss: 0.0311537 | val_loss: 0.0311671 | Time: 9589.78 ms
[2022-04-04 09:21:24 main:574] : INFO : Epoch 1878 | loss: 0.031154 | val_loss: 0.0311669 | Time: 10116.4 ms
[2022-04-04 09:21:34 main:574] : INFO : Epoch 1879 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 10252.6 ms
[2022-04-04 09:21:45 main:574] : INFO : Epoch 1880 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 10144.2 ms
[2022-04-04 09:21:54 main:574] : INFO : Epoch 1881 | loss: 0.0311557 | val_loss: 0.0311712 | Time: 9121.49 ms
[2022-04-04 09:22:04 main:574] : INFO : Epoch 1882 | loss: 0.0311522 | val_loss: 0.0311679 | Time: 9991.02 ms
[2022-04-04 09:22:14 main:574] : INFO : Epoch 1883 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 9868.12 ms
[2022-04-04 09:22:24 main:574] : INFO : Epoch 1884 | loss: 0.0311507 | val_loss: 0.0311693 | Time: 10093.3 ms
[2022-04-04 09:22:33 main:574] : INFO : Epoch 1885 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 9378.38 ms
[2022-04-04 09:22:43 main:574] : INFO : Epoch 1886 | loss: 0.0311511 | val_loss: 0.0311672 | Time: 9574.83 ms
[2022-04-04 09:22:52 main:574] : INFO : Epoch 1887 | loss: 0.0311504 | val_loss: 0.0311686 | Time: 8865.64 ms
[2022-04-04 09:23:02 main:574] : INFO : Epoch 1888 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 10129.6 ms
[2022-04-04 09:23:11 main:574] : INFO : Epoch 1889 | loss: 0.0311486 | val_loss: 0.0311637 | Time: 9593.39 ms
[2022-04-04 09:23:21 main:574] : INFO : Epoch 1890 | loss: 0.0311517 | val_loss: 0.0311766 | Time: 9908.28 ms
[2022-04-04 09:23:31 main:574] : INFO : Epoch 1891 | loss: 0.0311555 | val_loss: 0.0311692 | Time: 10170.1 ms
[2022-04-04 09:23:40 main:574] : INFO : Epoch 1892 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 8892.67 ms
[2022-04-04 09:23:50 main:574] : INFO : Epoch 1893 | loss: 0.0311529 | val_loss: 0.0311679 | Time: 9970.03 ms
[2022-04-04 09:24:01 main:574] : INFO : Epoch 1894 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 10275.5 ms
[2022-04-04 09:24:11 main:574] : INFO : Epoch 1895 | loss: 0.0311547 | val_loss: 0.0311633 | Time: 10323.1 ms
[2022-04-04 09:24:21 main:574] : INFO : Epoch 1896 | loss: 0.0311539 | val_loss: 0.0311611 | Time: 10119.6 ms
[2022-04-04 09:24:32 main:574] : INFO : Epoch 1897 | loss: 0.031152 | val_loss: 0.0311626 | Time: 11129.6 ms
[2022-04-04 09:24:42 main:574] : INFO : Epoch 1898 | loss: 0.0311512 | val_loss: 0.0311621 | Time: 9823.49 ms
[2022-04-04 09:24:52 main:574] : INFO : Epoch 1899 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 9756.49 ms
[2022-04-04 09:25:01 main:574] : INFO : Epoch 1900 | loss: 0.0311495 | val_loss: 0.031161 | Time: 9031.93 ms
[2022-04-04 09:25:11 main:574] : INFO : Epoch 1901 | loss: 0.031154 | val_loss: 0.0311611 | Time: 9889.08 ms
[2022-04-04 09:25:21 main:574] : INFO : Epoch 1902 | loss: 0.0311544 | val_loss: 0.0311619 | Time: 10047.9 ms
[2022-04-04 09:25:31 main:574] : INFO : Epoch 1903 | loss: 0.0311497 | val_loss: 0.031161 | Time: 10113.6 ms
[2022-04-04 09:25:40 main:574] : INFO : Epoch 1904 | loss: 0.0311494 | val_loss: 0.0311615 | Time: 8912.45 ms
[2022-04-04 09:25:50 main:574] : INFO : Epoch 1905 | loss: 0.0311472 | val_loss: 0.0311596 | Time: 10081.3 ms
[2022-04-04 09:26:00 main:574] : INFO : Epoch 1906 | loss: 0.031151 | val_loss: 0.0311593 | Time: 10148.2 ms
[2022-04-04 09:26:10 main:574] : INFO : Epoch 1907 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 9983.32 ms
[2022-04-04 09:26:19 main:574] : INFO : Epoch 1908 | loss: 0.0311516 | val_loss: 0.0311587 | Time: 8780.54 ms
[2022-04-04 09:26:29 main:574] : INFO : Epoch 1909 | loss: 0.0311484 | val_loss: 0.0311569 | Time: 9762.33 ms
[2022-04-04 09:26:39 main:574] : INFO : Epoch 1910 | loss: 0.0311494 | val_loss: 0.0311577 | Time: 10015.7 ms
[2022-04-04 09:26:49 main:574] : INFO : Epoch 1911 | loss: 0.0311528 | val_loss: 0.0311628 | Time: 10041.3 ms
[2022-04-04 09:26:58 main:574] : INFO : Epoch 1912 | loss: 0.0311499 | val_loss: 0.0311596 | Time: 9052.3 ms
[2022-04-04 09:27:07 main:574] : INFO : Epoch 1913 | loss: 0.0311476 | val_loss: 0.0311593 | Time: 9725.28 ms
[2022-04-04 09:27:18 main:574] : INFO : Epoch 1914 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 10184.7 ms
[2022-04-04 09:27:27 main:574] : INFO : Epoch 1915 | loss: 0.0311457 | val_loss: 0.0311573 | Time: 9125.26 ms
[2022-04-04 09:27:38 main:574] : INFO : Epoch 1916 | loss: 0.0311435 | val_loss: 0.031157 | Time: 10980.2 ms
[2022-04-04 09:27:47 main:574] : INFO : Epoch 1917 | loss: 0.0311445 | val_loss: 0.0311582 | Time: 9733.69 ms
[2022-04-04 09:27:58 main:574] : INFO : Epoch 1918 | loss: 0.0311452 | val_loss: 0.0311569 | Time: 10354.3 ms
[2022-04-04 09:28:07 main:574] : INFO : Epoch 1919 | loss: 0.0311438 | val_loss: 0.0311559 | Time: 9045.28 ms
[2022-04-04 09:28:17 main:574] : INFO : Epoch 1920 | loss: 0.0311446 | val_loss: 0.0311611 | Time: 9814.14 ms
[2022-04-04 09:28:27 main:574] : INFO : Epoch 1921 | loss: 0.031144 | val_loss: 0.0311568 | Time: 10101.6 ms
[2022-04-04 09:28:37 main:574] : INFO : Epoch 1922 | loss: 0.031144 | val_loss: 0.0311559 | Time: 10055.7 ms
[2022-04-04 09:28:46 main:574] : INFO : Epoch 1923 | loss: 0.0311438 | val_loss: 0.0311556 | Time: 9090.82 ms
[2022-04-04 09:28:56 main:574] : INFO : Epoch 1924 | loss: 0.0311461 | val_loss: 0.031157 | Time: 9783.75 ms
[2022-04-04 09:29:06 main:574] : INFO : Epoch 1925 | loss: 0.0311471 | val_loss: 0.0311554 | Time: 10487.7 ms
[2022-04-04 09:29:16 main:574] : INFO : Epoch 1926 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 9958.71 ms
[2022-04-04 09:29:25 main:574] : INFO : Epoch 1927 | loss: 0.0311456 | val_loss: 0.0311539 | Time: 9136.53 ms
[2022-04-04 09:29:36 main:574] : INFO : Epoch 1928 | loss: 0.0311422 | val_loss: 0.0311554 | Time: 10785.3 ms
[2022-04-04 09:29:46 main:574] : INFO : Epoch 1929 | loss: 0.0311432 | val_loss: 0.0311535 | Time: 10031.1 ms
[2022-04-04 09:29:56 main:574] : INFO : Epoch 1930 | loss: 0.0311443 | val_loss: 0.0311569 | Time: 9803.56 ms
[2022-04-04 09:30:06 main:574] : INFO : Epoch 1931 | loss: 0.0311454 | val_loss: 0.0311576 | Time: 10104.1 ms
[2022-04-04 09:30:15 main:574] : INFO : Epoch 1932 | loss: 0.0311443 | val_loss: 0.0311531 | Time: 9111.77 ms
[2022-04-04 09:30:25 main:574] : INFO : Epoch 1933 | loss: 0.0311434 | val_loss: 0.0311551 | Time: 9892.53 ms
[2022-04-04 09:30:36 main:574] : INFO : Epoch 1934 | loss: 0.0311408 | val_loss: 0.0311536 | Time: 10723.4 ms
[2022-04-04 09:30:46 main:574] : INFO : Epoch 1935 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 9924.81 ms
[2022-04-04 09:30:55 main:574] : INFO : Epoch 1936 | loss: 0.0311415 | val_loss: 0.0311556 | Time: 9118.2 ms
[2022-04-04 09:31:05 main:574] : INFO : Epoch 1937 | loss: 0.0311412 | val_loss: 0.0311548 | Time: 9947.06 ms
[2022-04-04 09:31:15 main:574] : INFO : Epoch 1938 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 10125.7 ms
[2022-04-04 09:31:25 main:574] : INFO : Epoch 1939 | loss: 0.0311428 | val_loss: 0.0311565 | Time: 9776.27 ms
[2022-04-04 09:31:37 main:574] : INFO : Epoch 1940 | loss: 0.0311389 | val_loss: 0.0311551 | Time: 12051.2 ms
[2022-04-04 09:31:47 main:574] : INFO : Epoch 1941 | loss: 0.0311387 | val_loss: 0.0311531 | Time: 9381.75 ms
[2022-04-04 09:31:56 main:574] : INFO : Epoch 1942 | loss: 0.0311384 | val_loss: 0.0311556 | Time: 9627.61 ms
[2022-04-04 09:32:07 main:574] : INFO : Epoch 1943 | loss: 0.0311375 | val_loss: 0.0311552 | Time: 10588.3 ms
[2022-04-04 09:32:17 main:574] : INFO : Epoch 1944 | loss: 0.0311365 | val_loss: 0.0311565 | Time: 9743.71 ms
[2022-04-04 09:32:26 main:574] : INFO : Epoch 1945 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 9335.28 ms
[2022-04-04 09:32:40 main:574] : INFO : Epoch 1946 | loss: 0.0311379 | val_loss: 0.0311551 | Time: 13413.2 ms
[2022-04-04 09:32:48 main:574] : INFO : Epoch 1947 | loss: 0.0311403 | val_loss: 0.031157 | Time: 8726.34 ms
[2022-04-04 09:32:59 main:574] : INFO : Epoch 1948 | loss: 0.0311407 | val_loss: 0.0311611 | Time: 10262.6 ms
[2022-04-04 09:33:08 main:574] : INFO : Epoch 1949 | loss: 0.0311457 | val_loss: 0.0311555 | Time: 9844.79 ms
[2022-04-04 09:33:18 main:574] : INFO : Epoch 1950 | loss: 0.0311414 | val_loss: 0.0311571 | Time: 10050.3 ms
[2022-04-04 09:33:28 main:574] : INFO : Epoch 1951 | loss: 0.0311426 | val_loss: 0.031154 | Time: 9235.02 ms
[2022-04-04 09:33:39 main:574] : INFO : Epoch 1952 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 11132.3 ms
[2022-04-04 09:33:48 main:574] : INFO : Epoch 1953 | loss: 0.0311576 | val_loss: 0.0311612 | Time: 9601.44 ms
[2022-04-04 09:33:59 main:574] : INFO : Epoch 1954 | loss: 0.0311525 | val_loss: 0.0311603 | Time: 10363.7 ms
[2022-04-04 09:34:09 main:574] : INFO : Epoch 1955 | loss: 0.031153 | val_loss: 0.0311584 | Time: 9790.43 ms
[2022-04-04 09:34:17 main:574] : INFO : Epoch 1956 | loss: 0.0311486 | val_loss: 0.0311578 | Time: 8727.43 ms
[2022-04-04 09:34:28 main:574] : INFO : Epoch 1957 | loss: 0.0311501 | val_loss: 0.0311613 | Time: 10199.6 ms
[2022-04-04 09:34:38 main:574] : INFO : Epoch 1958 | loss: 0.0311514 | val_loss: 0.0311612 | Time: 10207.2 ms
[2022-04-04 09:34:48 main:574] : INFO : Epoch 1959 | loss: 0.031148 | val_loss: 0.031156 | Time: 9787.22 ms
[2022-04-04 09:34:56 main:574] : INFO : Epoch 1960 | loss: 0.0311467 | val_loss: 0.031156 | Time: 8922.34 ms
[2022-04-04 09:35:06 main:574] : INFO : Epoch 1961 | loss: 0.0311465 | val_loss: 0.0311542 | Time: 9749.3 ms
[2022-04-04 09:35:16 main:574] : INFO : Epoch 1962 | loss: 0.0311492 | val_loss: 0.0311657 | Time: 10194.4 ms
[2022-04-04 09:35:25 main:574] : INFO : Epoch 1963 | loss: 0.0311497 | val_loss: 0.0311583 | Time: 8638.71 ms
[2022-04-04 09:35:35 main:574] : INFO : Epoch 1964 | loss: 0.0311477 | val_loss: 0.0311556 | Time: 10202.2 ms
[2022-04-04 09:35:45 main:574] : INFO : Epoch 1965 | loss: 0.0311451 | val_loss: 0.0311563 | Time: 9534.88 ms
[2022-04-04 09:35:55 main:574] : INFO : Epoch 1966 | loss: 0.0311432 | val_loss: 0.0311527 | Time: 10028.4 ms
[2022-04-04 09:36:13 main:574] : INFO : Epoch 1967 | loss: 0.0311409 | val_loss: 0.0311547 | Time: 17965.5 ms
[2022-04-04 09:36:23 main:574] : INFO : Epoch 1968 | loss: 0.0311409 | val_loss: 0.0311539 | Time: 9699.24 ms
[2022-04-04 09:36:33 main:574] : INFO : Epoch 1969 | loss: 0.0311395 | val_loss: 0.0311533 | Time: 10209.1 ms
[2022-04-04 09:36:43 main:574] : INFO : Epoch 1970 | loss: 0.0311397 | val_loss: 0.0311515 | Time: 10365 ms
[2022-04-04 09:36:53 main:574] : INFO : Epoch 1971 | loss: 0.0311406 | val_loss: 0.0311552 | Time: 10028.4 ms
[2022-04-04 09:37:04 main:574] : INFO : Epoch 1972 | loss: 0.0311402 | val_loss: 0.0311576 | Time: 10412.1 ms
[2022-04-04 09:37:14 main:574] : INFO : Epoch 1973 | loss: 0.0311397 | val_loss: 0.0311544 | Time: 10564.3 ms
[2022-04-04 09:37:25 main:574] : INFO : Epoch 1974 | loss: 0.031138 | val_loss: 0.0311527 | Time: 11177.4 ms
[2022-04-04 09:37:35 main:574] : INFO : Epoch 1975 | loss: 0.031139 | val_loss: 0.0311549 | Time: 9356.12 ms
[2022-04-04 09:37:45 main:574] : INFO : Epoch 1976 | loss: 0.0311422 | val_loss: 0.0311534 | Time: 10181.8 ms
[2022-04-04 09:37:55 main:574] : INFO : Epoch 1977 | loss: 0.0311428 | val_loss: 0.031165 | Time: 9830.93 ms
[2022-04-04 09:38:05 main:574] : INFO : Epoch 1978 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 10062.5 ms
[2022-04-04 09:38:15 main:574] : INFO : Epoch 1979 | loss: 0.0311404 | val_loss: 0.0311553 | Time: 9780.25 ms
[2022-04-04 09:38:25 main:574] : INFO : Epoch 1980 | loss: 0.0311405 | val_loss: 0.0311541 | Time: 9968.61 ms
[2022-04-04 09:38:35 main:574] : INFO : Epoch 1981 | loss: 0.0311404 | val_loss: 0.0311519 | Time: 10199.7 ms
[2022-04-04 09:38:45 main:574] : INFO : Epoch 1982 | loss: 0.0311392 | val_loss: 0.0311536 | Time: 9991.41 ms
[2022-04-04 09:38:54 main:574] : INFO : Epoch 1983 | loss: 0.0311388 | val_loss: 0.031158 | Time: 8788.91 ms
[2022-04-04 09:39:04 main:574] : INFO : Epoch 1984 | loss: 0.0311389 | val_loss: 0.0311524 | Time: 10555.2 ms
[2022-04-04 09:39:15 main:574] : INFO : Epoch 1985 | loss: 0.0311388 | val_loss: 0.0311556 | Time: 10636.1 ms
[2022-04-04 09:39:25 main:574] : INFO : Epoch 1986 | loss: 0.0311388 | val_loss: 0.0311523 | Time: 10300.5 ms
[2022-04-04 09:39:34 main:574] : INFO : Epoch 1987 | loss: 0.0311399 | val_loss: 0.0311595 | Time: 9012.45 ms
[2022-04-04 09:39:44 main:574] : INFO : Epoch 1988 | loss: 0.0311386 | val_loss: 0.0311535 | Time: 9984.62 ms
[2022-04-04 09:39:54 main:574] : INFO : Epoch 1989 | loss: 0.0311374 | val_loss: 0.031155 | Time: 9639.17 ms
[2022-04-04 09:40:04 main:574] : INFO : Epoch 1990 | loss: 0.0311376 | val_loss: 0.0311538 | Time: 9924.17 ms
[2022-04-04 09:40:13 main:574] : INFO : Epoch 1991 | loss: 0.0311363 | val_loss: 0.0311559 | Time: 9155.58 ms
[2022-04-04 09:40:24 main:574] : INFO : Epoch 1992 | loss: 0.0311368 | val_loss: 0.0311525 | Time: 10959.4 ms
[2022-04-04 09:40:34 main:574] : INFO : Epoch 1993 | loss: 0.0311355 | val_loss: 0.0311536 | Time: 10456.7 ms
[2022-04-04 09:40:45 main:574] : INFO : Epoch 1994 | loss: 0.0311384 | val_loss: 0.031155 | Time: 10290.8 ms
[2022-04-04 09:40:54 main:574] : INFO : Epoch 1995 | loss: 0.0311387 | val_loss: 0.0311593 | Time: 9055.92 ms
[2022-04-04 09:41:03 main:574] : INFO : Epoch 1996 | loss: 0.0311358 | val_loss: 0.0311546 | Time: 9531.01 ms
[2022-04-04 09:41:13 main:574] : INFO : Epoch 1997 | loss: 0.0311339 | val_loss: 0.0311524 | Time: 10238.9 ms
[2022-04-04 09:41:24 main:574] : INFO : Epoch 1998 | loss: 0.0311354 | val_loss: 0.0311526 | Time: 10348.9 ms
[2022-04-04 09:41:33 main:574] : INFO : Epoch 1999 | loss: 0.0311335 | val_loss: 0.0311518 | Time: 9244.58 ms
[2022-04-04 09:41:44 main:574] : INFO : Epoch 2000 | loss: 0.0311359 | val_loss: 0.0311537 | Time: 10485.6 ms
[2022-04-04 09:41:54 main:574] : INFO : Epoch 2001 | loss: 0.0311348 | val_loss: 0.0311514 | Time: 10203.8 ms
[2022-04-04 09:42:04 main:574] : INFO : Epoch 2002 | loss: 0.031136 | val_loss: 0.0311552 | Time: 9865.15 ms
[2022-04-04 09:42:14 main:574] : INFO : Epoch 2003 | loss: 0.0311351 | val_loss: 0.0311504 | Time: 10019 ms
[2022-04-04 09:42:23 main:574] : INFO : Epoch 2004 | loss: 0.0311389 | val_loss: 0.0311545 | Time: 9009.47 ms
[2022-04-04 09:42:33 main:574] : INFO : Epoch 2005 | loss: 0.0311455 | val_loss: 0.031157 | Time: 10721 ms
[2022-04-04 09:42:44 main:574] : INFO : Epoch 2006 | loss: 0.0311437 | val_loss: 0.0311552 | Time: 10608 ms
[2022-04-04 09:42:54 main:574] : INFO : Epoch 2007 | loss: 0.0311426 | val_loss: 0.0311573 | Time: 9943.56 ms
[2022-04-04 09:43:03 main:574] : INFO : Epoch 2008 | loss: 0.0311415 | val_loss: 0.0311534 | Time: 9126.8 ms
[2022-04-04 09:43:13 main:574] : INFO : Epoch 2009 | loss: 0.0311423 | val_loss: 0.0311583 | Time: 10152.3 ms
[2022-04-04 09:43:23 main:574] : INFO : Epoch 2010 | loss: 0.0311397 | val_loss: 0.0311603 | Time: 9554.92 ms
[2022-04-04 09:43:34 main:574] : INFO : Epoch 2011 | loss: 0.0311414 | val_loss: 0.0311503 | Time: 10877.4 ms
[2022-04-04 09:43:42 main:574] : INFO : Epoch 2012 | loss: 0.0311413 | val_loss: 0.0311554 | Time: 8799.67 ms
[2022-04-04 09:43:53 main:574] : INFO : Epoch 2013 | loss: 0.0311408 | val_loss: 0.0311499 | Time: 10208.6 ms
[2022-04-04 09:44:02 main:574] : INFO : Epoch 2014 | loss: 0.0311376 | val_loss: 0.0311494 | Time: 9663.76 ms
[2022-04-04 09:44:12 main:574] : INFO : Epoch 2015 | loss: 0.0311377 | val_loss: 0.0311468 | Time: 10010.2 ms
[2022-04-04 09:44:21 main:574] : INFO : Epoch 2016 | loss: 0.0311366 | val_loss: 0.031145 | Time: 9072.64 ms
[2022-04-04 09:44:35 main:574] : INFO : Epoch 2017 | loss: 0.0311387 | val_loss: 0.0311529 | Time: 13164.4 ms
[2022-04-04 09:44:45 main:574] : INFO : Epoch 2018 | loss: 0.031135 | val_loss: 0.0311483 | Time: 10573.9 ms
[2022-04-04 09:44:55 main:574] : INFO : Epoch 2019 | loss: 0.0311359 | val_loss: 0.0311512 | Time: 9323.68 ms
[2022-04-04 09:45:05 main:574] : INFO : Epoch 2020 | loss: 0.0311366 | val_loss: 0.0311487 | Time: 10300.6 ms
[2022-04-04 09:45:15 main:574] : INFO : Epoch 2021 | loss: 0.0311331 | val_loss: 0.0311516 | Time: 9920.69 ms
[2022-04-04 09:45:25 main:574] : INFO : Epoch 2022 | loss: 0.0311349 | val_loss: 0.0311537 | Time: 9969.6 ms
[2022-04-04 09:45:37 main:574] : INFO : Epoch 2023 | loss: 0.0311358 | val_loss: 0.0311509 | Time: 12307.6 ms
[2022-04-04 09:45:46 main:574] : INFO : Epoch 2024 | loss: 0.0311332 | val_loss: 0.0311501 | Time: 9005.02 ms
[2022-04-04 09:45:56 main:574] : INFO : Epoch 2025 | loss: 0.0311327 | val_loss: 0.0311495 | Time: 9611.96 ms
[2022-04-04 09:46:06 main:574] : INFO : Epoch 2026 | loss: 0.0311331 | val_loss: 0.0311508 | Time: 9976.6 ms
[2022-04-04 09:46:15 main:574] : INFO : Epoch 2027 | loss: 0.0311337 | val_loss: 0.0311515 | Time: 9039.78 ms
[2022-04-04 09:46:25 main:574] : INFO : Epoch 2028 | loss: 0.0311315 | val_loss: 0.0311491 | Time: 9957.57 ms
[2022-04-04 09:46:35 main:574] : INFO : Epoch 2029 | loss: 0.0311307 | val_loss: 0.0311494 | Time: 9936.45 ms
[2022-04-04 09:46:44 main:574] : INFO : Epoch 2030 | loss: 0.031132 | val_loss: 0.0311553 | Time: 8910.09 ms
[2022-04-04 09:46:54 main:574] : INFO : Epoch 2031 | loss: 0.0311309 | val_loss: 0.0311499 | Time: 10317.8 ms
[2022-04-04 09:47:03 main:574] : INFO : Epoch 2032 | loss: 0.0311322 | val_loss: 0.031152 | Time: 9593.84 ms
[2022-04-04 09:47:14 main:574] : INFO : Epoch 2033 | loss: 0.0311369 | val_loss: 0.0311467 | Time: 10321 ms
[2022-04-04 09:47:23 main:574] : INFO : Epoch 2034 | loss: 0.0311351 | val_loss: 0.0311464 | Time: 8990.44 ms
[2022-04-04 09:47:33 main:574] : INFO : Epoch 2035 | loss: 0.031135 | val_loss: 0.0311558 | Time: 10246.5 ms
[2022-04-04 09:47:43 main:574] : INFO : Epoch 2036 | loss: 0.0311376 | val_loss: 0.0311509 | Time: 10051.5 ms
[2022-04-04 09:47:52 main:574] : INFO : Epoch 2037 | loss: 0.0311352 | val_loss: 0.0311486 | Time: 8922.67 ms
[2022-04-04 09:48:03 main:574] : INFO : Epoch 2038 | loss: 0.0311395 | val_loss: 0.0311538 | Time: 10767 ms
[2022-04-04 09:48:12 main:574] : INFO : Epoch 2039 | loss: 0.0311416 | val_loss: 0.0311564 | Time: 9457.09 ms
[2022-04-04 09:48:22 main:574] : INFO : Epoch 2040 | loss: 0.0311391 | val_loss: 0.0311471 | Time: 9189.74 ms
[2022-04-04 09:48:32 main:574] : INFO : Epoch 2041 | loss: 0.0311399 | val_loss: 0.0311483 | Time: 10352.4 ms
[2022-04-04 09:48:42 main:574] : INFO : Epoch 2042 | loss: 0.0311423 | val_loss: 0.0311553 | Time: 10259.4 ms
[2022-04-04 09:48:52 main:574] : INFO : Epoch 2043 | loss: 0.0311479 | val_loss: 0.0311614 | Time: 9681.54 ms
[2022-04-04 09:49:01 main:574] : INFO : Epoch 2044 | loss: 0.0311516 | val_loss: 0.0311601 | Time: 9163.3 ms
[2022-04-04 09:49:11 main:574] : INFO : Epoch 2045 | loss: 0.0311571 | val_loss: 0.0311632 | Time: 9934.86 ms
[2022-04-04 09:49:20 main:574] : INFO : Epoch 2046 | loss: 0.0311563 | val_loss: 0.0311607 | Time: 9409.49 ms
[2022-04-04 09:49:31 main:574] : INFO : Epoch 2047 | loss: 0.0311532 | val_loss: 0.0311585 | Time: 10422.4 ms
[2022-04-04 09:49:40 main:574] : INFO : Epoch 2048 | loss: 0.0311511 | val_loss: 0.0311569 | Time: 9114.93 ms
[2022-04-04 09:49:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311569
[2022-04-04 09:49:40 main:603] : INFO : Saving end state to config to file
[2022-04-04 09:49:40 main:608] : INFO : Success, exiting..
09:49:40 (27632): 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)