Task 13181464
| Name | ParityModified-1647043054-451-1-0_0 |
| Workunit | 10306418 |
| Created | 14 Mar 2022, 11:52:01 UTC |
| Sent | 22 Mar 2022, 8:08:34 UTC |
| Report deadline | 30 Mar 2022, 8:08:34 UTC |
| Received | 23 Mar 2022, 0:01:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18276 |
| Run time | 5 hours 29 min 55 sec |
| CPU time | 3 hours 41 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,218.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031183 | val_loss: 0.0311847 | Time: 9847.49 ms
[2022-03-23 05:40:07 main:574] : INFO : Epoch 1543 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 9588.15 ms
[2022-03-23 05:40:16 main:574] : INFO : Epoch 1544 | loss: 0.0311832 | val_loss: 0.0311864 | Time: 9477.29 ms
[2022-03-23 05:40:26 main:574] : INFO : Epoch 1545 | loss: 0.0311822 | val_loss: 0.0311839 | Time: 9749.56 ms
[2022-03-23 05:40:36 main:574] : INFO : Epoch 1546 | loss: 0.0311819 | val_loss: 0.0311838 | Time: 9648.7 ms
[2022-03-23 05:40:45 main:574] : INFO : Epoch 1547 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 9565.12 ms
[2022-03-23 05:40:55 main:574] : INFO : Epoch 1548 | loss: 0.0311821 | val_loss: 0.0311876 | Time: 9587.22 ms
[2022-03-23 05:41:04 main:574] : INFO : Epoch 1549 | loss: 0.0311836 | val_loss: 0.0311849 | Time: 9699.83 ms
[2022-03-23 05:41:14 main:574] : INFO : Epoch 1550 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 9273.03 ms
[2022-03-23 05:41:23 main:574] : INFO : Epoch 1551 | loss: 0.0311825 | val_loss: 0.0311841 | Time: 9745.05 ms
[2022-03-23 05:41:33 main:574] : INFO : Epoch 1552 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 9673.55 ms
[2022-03-23 05:41:43 main:574] : INFO : Epoch 1553 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 9662.53 ms
[2022-03-23 05:41:52 main:574] : INFO : Epoch 1554 | loss: 0.0311822 | val_loss: 0.0311884 | Time: 9455.94 ms
[2022-03-23 05:42:02 main:574] : INFO : Epoch 1555 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 9446.75 ms
[2022-03-23 05:42:12 main:574] : INFO : Epoch 1556 | loss: 0.0311801 | val_loss: 0.0311888 | Time: 9895.82 ms
[2022-03-23 05:42:21 main:574] : INFO : Epoch 1557 | loss: 0.0311815 | val_loss: 0.0311846 | Time: 9649.43 ms
[2022-03-23 05:42:31 main:574] : INFO : Epoch 1558 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 9755.83 ms
[2022-03-23 05:42:41 main:574] : INFO : Epoch 1559 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 9891.58 ms
[2022-03-23 05:42:51 main:574] : INFO : Epoch 1560 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 9595.34 ms
[2022-03-23 05:43:00 main:574] : INFO : Epoch 1561 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 9813.36 ms
[2022-03-23 05:43:10 main:574] : INFO : Epoch 1562 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 9659.33 ms
[2022-03-23 05:43:20 main:574] : INFO : Epoch 1563 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 9902.65 ms
[2022-03-23 05:43:30 main:574] : INFO : Epoch 1564 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 9602.68 ms
[2022-03-23 05:43:39 main:574] : INFO : Epoch 1565 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 9728.11 ms
[2022-03-23 05:43:49 main:574] : INFO : Epoch 1566 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 9648.43 ms
[2022-03-23 05:43:59 main:574] : INFO : Epoch 1567 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 9592.26 ms
[2022-03-23 05:44:08 main:574] : INFO : Epoch 1568 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 9557.84 ms
[2022-03-23 05:44:18 main:574] : INFO : Epoch 1569 | loss: 0.0311776 | val_loss: 0.0311811 | Time: 9844.67 ms
[2022-03-23 05:44:28 main:574] : INFO : Epoch 1570 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 9653.04 ms
[2022-03-23 05:44:38 main:574] : INFO : Epoch 1571 | loss: 0.0311783 | val_loss: 0.0311894 | Time: 9831.3 ms
[2022-03-23 05:44:47 main:574] : INFO : Epoch 1572 | loss: 0.0311789 | val_loss: 0.031182 | Time: 9875.7 ms
[2022-03-23 05:44:57 main:574] : INFO : Epoch 1573 | loss: 0.0311797 | val_loss: 0.0311887 | Time: 9491.01 ms
[2022-03-23 05:45:07 main:574] : INFO : Epoch 1574 | loss: 0.0311806 | val_loss: 0.0311831 | Time: 9802.67 ms
[2022-03-23 05:45:16 main:574] : INFO : Epoch 1575 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 9419.41 ms
[2022-03-23 05:45:26 main:574] : INFO : Epoch 1576 | loss: 0.031177 | val_loss: 0.0311818 | Time: 9498.3 ms
[2022-03-23 05:45:35 main:574] : INFO : Epoch 1577 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 9740.84 ms
[2022-03-23 05:45:45 main:574] : INFO : Epoch 1578 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 9957.23 ms
[2022-03-23 05:45:55 main:574] : INFO : Epoch 1579 | loss: 0.031176 | val_loss: 0.0311802 | Time: 10020.7 ms
[2022-03-23 05:46:06 main:574] : INFO : Epoch 1580 | loss: 0.0311753 | val_loss: 0.0311856 | Time: 10134.9 ms
[2022-03-23 05:46:15 main:574] : INFO : Epoch 1581 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 9830.2 ms
[2022-03-23 05:46:25 main:574] : INFO : Epoch 1582 | loss: 0.031175 | val_loss: 0.0311871 | Time: 9979.37 ms
[2022-03-23 05:46:35 main:574] : INFO : Epoch 1583 | loss: 0.0311803 | val_loss: 0.0311819 | Time: 9983.7 ms
[2022-03-23 05:46:45 main:574] : INFO : Epoch 1584 | loss: 0.0311788 | val_loss: 0.031188 | Time: 9712.53 ms
[2022-03-23 05:46:55 main:574] : INFO : Epoch 1585 | loss: 0.031178 | val_loss: 0.0311839 | Time: 9538.11 ms
[2022-03-23 05:47:05 main:574] : INFO : Epoch 1586 | loss: 0.0311781 | val_loss: 0.0311789 | Time: 9883.99 ms
[2022-03-23 05:47:14 main:574] : INFO : Epoch 1587 | loss: 0.031175 | val_loss: 0.0311794 | Time: 9851.49 ms
[2022-03-23 05:47:24 main:574] : INFO : Epoch 1588 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 9838.99 ms
[2022-03-23 05:47:34 main:574] : INFO : Epoch 1589 | loss: 0.0311736 | val_loss: 0.03118 | Time: 9811.71 ms
[2022-03-23 05:47:44 main:574] : INFO : Epoch 1590 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 9823.49 ms
[2022-03-23 05:47:53 main:574] : INFO : Epoch 1591 | loss: 0.031173 | val_loss: 0.031179 | Time: 9353.22 ms
[2022-03-23 05:48:03 main:574] : INFO : Epoch 1592 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 9696.01 ms
[2022-03-23 05:48:13 main:574] : INFO : Epoch 1593 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 9705.28 ms
[2022-03-23 05:48:22 main:574] : INFO : Epoch 1594 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 9287.75 ms
[2022-03-23 05:48:32 main:574] : INFO : Epoch 1595 | loss: 0.031173 | val_loss: 0.0311785 | Time: 9618.96 ms
[2022-03-23 05:48:41 main:574] : INFO : Epoch 1596 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 9485.51 ms
[2022-03-23 05:48:51 main:574] : INFO : Epoch 1597 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 9643.03 ms
[2022-03-23 05:49:00 main:574] : INFO : Epoch 1598 | loss: 0.0311715 | val_loss: 0.0311808 | Time: 9604.7 ms
[2022-03-23 05:49:10 main:574] : INFO : Epoch 1599 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 9642.14 ms
[2022-03-23 05:49:20 main:574] : INFO : Epoch 1600 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 9637.87 ms
[2022-03-23 05:49:30 main:574] : INFO : Epoch 1601 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 9814.99 ms
[2022-03-23 05:49:39 main:574] : INFO : Epoch 1602 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 9535.7 ms
[2022-03-23 05:49:49 main:574] : INFO : Epoch 1603 | loss: 0.031174 | val_loss: 0.0311775 | Time: 9704.33 ms
[2022-03-23 05:49:59 main:574] : INFO : Epoch 1604 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 9699.45 ms
[2022-03-23 05:50:08 main:574] : INFO : Epoch 1605 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 9231.38 ms
[2022-03-23 05:50:17 main:574] : INFO : Epoch 1606 | loss: 0.0311701 | val_loss: 0.031177 | Time: 9555.21 ms
[2022-03-23 05:50:27 main:574] : INFO : Epoch 1607 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 9651.04 ms
[2022-03-23 05:50:37 main:574] : INFO : Epoch 1608 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 9886.72 ms
[2022-03-23 05:50:47 main:574] : INFO : Epoch 1609 | loss: 0.031169 | val_loss: 0.031179 | Time: 9984.38 ms
[2022-03-23 05:50:57 main:574] : INFO : Epoch 1610 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 9882.56 ms
[2022-03-23 05:51:07 main:574] : INFO : Epoch 1611 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 9890.2 ms
[2022-03-23 05:51:17 main:574] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 9832.62 ms
[2022-03-23 05:51:26 main:574] : INFO : Epoch 1613 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 9673.12 ms
[2022-03-23 05:51:36 main:574] : INFO : Epoch 1614 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 9403.71 ms
[2022-03-23 05:51:45 main:574] : INFO : Epoch 1615 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 9544.07 ms
[2022-03-23 05:51:55 main:574] : INFO : Epoch 1616 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 9743.36 ms
[2022-03-23 05:52:05 main:574] : INFO : Epoch 1617 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 9960.07 ms
[2022-03-23 05:52:14 main:574] : INFO : Epoch 1618 | loss: 0.031166 | val_loss: 0.0311749 | Time: 9466.14 ms
[2022-03-23 05:52:24 main:574] : INFO : Epoch 1619 | loss: 0.0311674 | val_loss: 0.0311708 | Time: 9815.79 ms
[2022-03-23 05:52:34 main:574] : INFO : Epoch 1620 | loss: 0.0311697 | val_loss: 0.0311936 | Time: 9733 ms
[2022-03-23 05:52:43 main:574] : INFO : Epoch 1621 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 9236.89 ms
[2022-03-23 05:52:53 main:574] : INFO : Epoch 1622 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 9746.72 ms
[2022-03-23 05:53:02 main:574] : INFO : Epoch 1623 | loss: 0.031164 | val_loss: 0.0311731 | Time: 9338.43 ms
[2022-03-23 05:53:12 main:574] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 9371.76 ms
[2022-03-23 05:53:21 main:574] : INFO : Epoch 1625 | loss: 0.031172 | val_loss: 0.0311736 | Time: 9628.98 ms
[2022-03-23 05:53:31 main:574] : INFO : Epoch 1626 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 9744.21 ms
[2022-03-23 05:53:41 main:574] : INFO : Epoch 1627 | loss: 0.031167 | val_loss: 0.031169 | Time: 9491.92 ms
[2022-03-23 05:53:50 main:574] : INFO : Epoch 1628 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 9633.85 ms
[2022-03-23 05:54:00 main:574] : INFO : Epoch 1629 | loss: 0.0311632 | val_loss: 0.031168 | Time: 9676.03 ms
[2022-03-23 05:54:09 main:574] : INFO : Epoch 1630 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 9423.19 ms
[2022-03-23 05:54:19 main:574] : INFO : Epoch 1631 | loss: 0.0311623 | val_loss: 0.0311689 | Time: 9545.96 ms
[2022-03-23 05:54:29 main:574] : INFO : Epoch 1632 | loss: 0.0311614 | val_loss: 0.031166 | Time: 9498.93 ms
[2022-03-23 05:54:38 main:574] : INFO : Epoch 1633 | loss: 0.0311617 | val_loss: 0.031166 | Time: 9766.28 ms
[2022-03-23 05:54:48 main:574] : INFO : Epoch 1634 | loss: 0.0311599 | val_loss: 0.0311654 | Time: 9788.9 ms
[2022-03-23 05:54:58 main:574] : INFO : Epoch 1635 | loss: 0.031158 | val_loss: 0.0311631 | Time: 9523.96 ms
[2022-03-23 05:55:07 main:574] : INFO : Epoch 1636 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 9675.56 ms
[2022-03-23 05:55:17 main:574] : INFO : Epoch 1637 | loss: 0.0311578 | val_loss: 0.0311614 | Time: 9725.71 ms
[2022-03-23 05:55:27 main:574] : INFO : Epoch 1638 | loss: 0.0311581 | val_loss: 0.0311624 | Time: 9658.25 ms
[2022-03-23 05:55:37 main:574] : INFO : Epoch 1639 | loss: 0.0311572 | val_loss: 0.031163 | Time: 9708.79 ms
[2022-03-23 05:55:46 main:574] : INFO : Epoch 1640 | loss: 0.0311595 | val_loss: 0.0311618 | Time: 9791.34 ms
[2022-03-23 05:55:56 main:574] : INFO : Epoch 1641 | loss: 0.0311583 | val_loss: 0.0311617 | Time: 9653.16 ms
[2022-03-23 05:56:06 main:574] : INFO : Epoch 1642 | loss: 0.0311571 | val_loss: 0.0311616 | Time: 9586.91 ms
[2022-03-23 05:56:15 main:574] : INFO : Epoch 1643 | loss: 0.0311558 | val_loss: 0.0311601 | Time: 9641.35 ms
[2022-03-23 05:56:25 main:574] : INFO : Epoch 1644 | loss: 0.0311566 | val_loss: 0.0311713 | Time: 9492.29 ms
[2022-03-23 05:56:34 main:574] : INFO : Epoch 1645 | loss: 0.0311597 | val_loss: 0.0311666 | Time: 9490.02 ms
[2022-03-23 05:56:44 main:574] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.0311635 | Time: 9365.3 ms
[2022-03-23 05:56:53 main:574] : INFO : Epoch 1647 | loss: 0.0311606 | val_loss: 0.0311609 | Time: 9599.48 ms
[2022-03-23 05:57:03 main:574] : INFO : Epoch 1648 | loss: 0.0311586 | val_loss: 0.0311615 | Time: 9596.04 ms
[2022-03-23 05:57:12 main:574] : INFO : Epoch 1649 | loss: 0.0311562 | val_loss: 0.0311589 | Time: 9617.72 ms
[2022-03-23 05:57:22 main:574] : INFO : Epoch 1650 | loss: 0.0311591 | val_loss: 0.0311584 | Time: 9270.68 ms
[2022-03-23 05:57:31 main:574] : INFO : Epoch 1651 | loss: 0.0311584 | val_loss: 0.0311611 | Time: 9301.83 ms
[2022-03-23 05:57:41 main:574] : INFO : Epoch 1652 | loss: 0.0311597 | val_loss: 0.0311579 | Time: 9730.87 ms
[2022-03-23 05:57:50 main:574] : INFO : Epoch 1653 | loss: 0.031155 | val_loss: 0.0311612 | Time: 9568.04 ms
[2022-03-23 05:58:00 main:574] : INFO : Epoch 1654 | loss: 0.0311526 | val_loss: 0.0311552 | Time: 9764.84 ms
[2022-03-23 05:58:10 main:574] : INFO : Epoch 1655 | loss: 0.0311507 | val_loss: 0.0311542 | Time: 9708.16 ms
[2022-03-23 05:58:20 main:574] : INFO : Epoch 1656 | loss: 0.0311495 | val_loss: 0.0311532 | Time: 9929.31 ms
[2022-03-23 05:58:29 main:574] : INFO : Epoch 1657 | loss: 0.0311503 | val_loss: 0.0311538 | Time: 9628.21 ms
[2022-03-23 05:58:39 main:574] : INFO : Epoch 1658 | loss: 0.0311504 | val_loss: 0.0311548 | Time: 9755.18 ms
[2022-03-23 05:58:49 main:574] : INFO : Epoch 1659 | loss: 0.0311483 | val_loss: 0.0311512 | Time: 9490.09 ms
[2022-03-23 05:58:58 main:574] : INFO : Epoch 1660 | loss: 0.0311473 | val_loss: 0.0311517 | Time: 9734.92 ms
[2022-03-23 05:59:08 main:574] : INFO : Epoch 1661 | loss: 0.0311474 | val_loss: 0.0311491 | Time: 9477.58 ms
[2022-03-23 05:59:18 main:574] : INFO : Epoch 1662 | loss: 0.0311448 | val_loss: 0.0311483 | Time: 9642.33 ms
[2022-03-23 05:59:27 main:574] : INFO : Epoch 1663 | loss: 0.0311436 | val_loss: 0.0311486 | Time: 9358.72 ms
[2022-03-23 05:59:36 main:574] : INFO : Epoch 1664 | loss: 0.0311447 | val_loss: 0.031149 | Time: 9266.46 ms
[2022-03-23 05:59:46 main:574] : INFO : Epoch 1665 | loss: 0.0311438 | val_loss: 0.0311476 | Time: 9634.98 ms
[2022-03-23 05:59:56 main:574] : INFO : Epoch 1666 | loss: 0.0311411 | val_loss: 0.0311498 | Time: 9696.3 ms
[2022-03-23 06:00:05 main:574] : INFO : Epoch 1667 | loss: 0.0311396 | val_loss: 0.031147 | Time: 9688.53 ms
[2022-03-23 06:00:15 main:574] : INFO : Epoch 1668 | loss: 0.0311381 | val_loss: 0.0311453 | Time: 9659.79 ms
[2022-03-23 06:00:25 main:574] : INFO : Epoch 1669 | loss: 0.0311387 | val_loss: 0.0311484 | Time: 9562.64 ms
[2022-03-23 06:00:34 main:574] : INFO : Epoch 1670 | loss: 0.0311383 | val_loss: 0.0311466 | Time: 9433.84 ms
[2022-03-23 06:00:44 main:574] : INFO : Epoch 1671 | loss: 0.0311361 | val_loss: 0.0311425 | Time: 9544.64 ms
[2022-03-23 06:00:53 main:574] : INFO : Epoch 1672 | loss: 0.0311341 | val_loss: 0.0311424 | Time: 9414.29 ms
[2022-03-23 06:01:03 main:574] : INFO : Epoch 1673 | loss: 0.0311329 | val_loss: 0.0311458 | Time: 9562.54 ms
[2022-03-23 06:01:12 main:574] : INFO : Epoch 1674 | loss: 0.0311325 | val_loss: 0.0311425 | Time: 9568.37 ms
[2022-03-23 06:01:22 main:574] : INFO : Epoch 1675 | loss: 0.0311373 | val_loss: 0.0311448 | Time: 9856.85 ms
[2022-03-23 06:01:32 main:574] : INFO : Epoch 1676 | loss: 0.0311352 | val_loss: 0.031143 | Time: 9781.97 ms
[2022-03-23 06:01:41 main:574] : INFO : Epoch 1677 | loss: 0.0311358 | val_loss: 0.0311437 | Time: 9657.79 ms
[2022-03-23 06:01:51 main:574] : INFO : Epoch 1678 | loss: 0.031135 | val_loss: 0.0311396 | Time: 9531.22 ms
[2022-03-23 06:02:00 main:574] : INFO : Epoch 1679 | loss: 0.0311338 | val_loss: 0.0311423 | Time: 9402.05 ms
[2022-03-23 06:02:10 main:574] : INFO : Epoch 1680 | loss: 0.031135 | val_loss: 0.0311452 | Time: 9754.36 ms
[2022-03-23 06:02:20 main:574] : INFO : Epoch 1681 | loss: 0.0311324 | val_loss: 0.0311364 | Time: 9547.41 ms
[2022-03-23 06:02:29 main:574] : INFO : Epoch 1682 | loss: 0.0311287 | val_loss: 0.0311376 | Time: 9746.19 ms
[2022-03-23 06:02:39 main:574] : INFO : Epoch 1683 | loss: 0.0311308 | val_loss: 0.0311398 | Time: 9786.08 ms
[2022-03-23 06:02:49 main:574] : INFO : Epoch 1684 | loss: 0.0311275 | val_loss: 0.0311331 | Time: 9709.53 ms
[2022-03-23 06:02:59 main:574] : INFO : Epoch 1685 | loss: 0.0311253 | val_loss: 0.0311301 | Time: 9588.41 ms
[2022-03-23 06:03:08 main:574] : INFO : Epoch 1686 | loss: 0.0311225 | val_loss: 0.0311273 | Time: 9739.54 ms
[2022-03-23 06:03:18 main:574] : INFO : Epoch 1687 | loss: 0.0311251 | val_loss: 0.0311331 | Time: 9903.85 ms
[2022-03-23 06:03:28 main:574] : INFO : Epoch 1688 | loss: 0.0311277 | val_loss: 0.031128 | Time: 9854.77 ms
[2022-03-23 06:03:38 main:574] : INFO : Epoch 1689 | loss: 0.0311277 | val_loss: 0.0311271 | Time: 9768.17 ms
[2022-03-23 06:03:48 main:574] : INFO : Epoch 1690 | loss: 0.0311264 | val_loss: 0.0311285 | Time: 9820.62 ms
[2022-03-23 06:03:58 main:574] : INFO : Epoch 1691 | loss: 0.0311262 | val_loss: 0.0311319 | Time: 9836.4 ms
[2022-03-23 06:04:08 main:574] : INFO : Epoch 1692 | loss: 0.0311253 | val_loss: 0.0311263 | Time: 9954.56 ms
[2022-03-23 06:04:18 main:574] : INFO : Epoch 1693 | loss: 0.0311206 | val_loss: 0.0311233 | Time: 10019.9 ms
[2022-03-23 06:04:28 main:574] : INFO : Epoch 1694 | loss: 0.0311166 | val_loss: 0.0311239 | Time: 9990.7 ms
[2022-03-23 06:04:37 main:574] : INFO : Epoch 1695 | loss: 0.0311167 | val_loss: 0.0311211 | Time: 9829.86 ms
[2022-03-23 06:04:47 main:574] : INFO : Epoch 1696 | loss: 0.0311139 | val_loss: 0.0311211 | Time: 9820.72 ms
[2022-03-23 06:04:57 main:574] : INFO : Epoch 1697 | loss: 0.0311265 | val_loss: 0.0311268 | Time: 9823.47 ms
[2022-03-23 06:05:07 main:574] : INFO : Epoch 1698 | loss: 0.0311227 | val_loss: 0.0311249 | Time: 9652.17 ms
[2022-03-23 06:05:17 main:574] : INFO : Epoch 1699 | loss: 0.0311184 | val_loss: 0.0311185 | Time: 9838.65 ms
[2022-03-23 06:05:26 main:574] : INFO : Epoch 1700 | loss: 0.0311207 | val_loss: 0.0311206 | Time: 9766.2 ms
[2022-03-23 06:05:36 main:574] : INFO : Epoch 1701 | loss: 0.0311185 | val_loss: 0.0311195 | Time: 9682.91 ms
[2022-03-23 06:05:46 main:574] : INFO : Epoch 1702 | loss: 0.0311187 | val_loss: 0.0311224 | Time: 9789.26 ms
[2022-03-23 06:05:56 main:574] : INFO : Epoch 1703 | loss: 0.0311174 | val_loss: 0.031116 | Time: 9789.08 ms
[2022-03-23 06:06:05 main:574] : INFO : Epoch 1704 | loss: 0.0311114 | val_loss: 0.0311133 | Time: 9619.47 ms
[2022-03-23 06:06:15 main:574] : INFO : Epoch 1705 | loss: 0.0311136 | val_loss: 0.0311218 | Time: 9293 ms
[2022-03-23 06:06:24 main:574] : INFO : Epoch 1706 | loss: 0.0311156 | val_loss: 0.0311142 | Time: 9684.84 ms
[2022-03-23 06:06:34 main:574] : INFO : Epoch 1707 | loss: 0.0311082 | val_loss: 0.0311116 | Time: 9727.34 ms
[2022-03-23 06:06:44 main:574] : INFO : Epoch 1708 | loss: 0.0311062 | val_loss: 0.031111 | Time: 9712.09 ms
[2022-03-23 06:06:54 main:574] : INFO : Epoch 1709 | loss: 0.0311093 | val_loss: 0.031112 | Time: 9786.08 ms
[2022-03-23 06:07:03 main:574] : INFO : Epoch 1710 | loss: 0.0311078 | val_loss: 0.0311091 | Time: 9319.8 ms
[2022-03-23 06:07:13 main:574] : INFO : Epoch 1711 | loss: 0.0311098 | val_loss: 0.0311138 | Time: 9739.94 ms
[2022-03-23 06:07:22 main:574] : INFO : Epoch 1712 | loss: 0.0311075 | val_loss: 0.031109 | Time: 9750.87 ms
[2022-03-23 06:07:32 main:574] : INFO : Epoch 1713 | loss: 0.0311069 | val_loss: 0.0311136 | Time: 9553.65 ms
[2022-03-23 06:07:42 main:574] : INFO : Epoch 1714 | loss: 0.0311071 | val_loss: 0.0311146 | Time: 9769.68 ms
[2022-03-23 06:07:51 main:574] : INFO : Epoch 1715 | loss: 0.0311034 | val_loss: 0.0311073 | Time: 9623.92 ms
[2022-03-23 06:08:01 main:574] : INFO : Epoch 1716 | loss: 0.031099 | val_loss: 0.0311015 | Time: 9471.77 ms
[2022-03-23 06:08:10 main:574] : INFO : Epoch 1717 | loss: 0.0311002 | val_loss: 0.0311049 | Time: 9524.72 ms
[2022-03-23 06:08:20 main:574] : INFO : Epoch 1718 | loss: 0.0311066 | val_loss: 0.0311032 | Time: 9468.68 ms
[2022-03-23 06:08:30 main:574] : INFO : Epoch 1719 | loss: 0.0311047 | val_loss: 0.0311107 | Time: 9703.29 ms
[2022-03-23 06:08:39 main:574] : INFO : Epoch 1720 | loss: 0.0311148 | val_loss: 0.0311182 | Time: 9629.13 ms
[2022-03-23 06:08:49 main:574] : INFO : Epoch 1721 | loss: 0.0311245 | val_loss: 0.0311206 | Time: 9426.12 ms
[2022-03-23 06:08:58 main:574] : INFO : Epoch 1722 | loss: 0.0311127 | val_loss: 0.0311098 | Time: 9298.8 ms
[2022-03-23 06:09:08 main:574] : INFO : Epoch 1723 | loss: 0.031104 | val_loss: 0.0310964 | Time: 9614.2 ms
[2022-03-23 06:09:17 main:574] : INFO : Epoch 1724 | loss: 0.0310978 | val_loss: 0.0311 | Time: 9692.14 ms
[2022-03-23 06:09:27 main:574] : INFO : Epoch 1725 | loss: 0.0310941 | val_loss: 0.0310973 | Time: 9725.74 ms
[2022-03-23 06:09:37 main:574] : INFO : Epoch 1726 | loss: 0.0310934 | val_loss: 0.0310969 | Time: 9718.62 ms
[2022-03-23 06:09:46 main:574] : INFO : Epoch 1727 | loss: 0.0310911 | val_loss: 0.0310916 | Time: 9422.37 ms
[2022-03-23 06:09:56 main:574] : INFO : Epoch 1728 | loss: 0.0310881 | val_loss: 0.0310944 | Time: 9657.89 ms
[2022-03-23 06:10:06 main:574] : INFO : Epoch 1729 | loss: 0.0310912 | val_loss: 0.0310912 | Time: 9783.01 ms
[2022-03-23 06:10:15 main:574] : INFO : Epoch 1730 | loss: 0.0310965 | val_loss: 0.0311087 | Time: 9733.93 ms
[2022-03-23 06:10:25 main:574] : INFO : Epoch 1731 | loss: 0.0311061 | val_loss: 0.0311054 | Time: 9908.56 ms
[2022-03-23 06:10:35 main:574] : INFO : Epoch 1732 | loss: 0.0311016 | val_loss: 0.0311033 | Time: 9869.56 ms
[2022-03-23 06:10:45 main:574] : INFO : Epoch 1733 | loss: 0.0311004 | val_loss: 0.031099 | Time: 9660.66 ms
[2022-03-23 06:10:55 main:574] : INFO : Epoch 1734 | loss: 0.0311001 | val_loss: 0.0310999 | Time: 9641.35 ms
[2022-03-23 06:11:04 main:574] : INFO : Epoch 1735 | loss: 0.0310985 | val_loss: 0.0310989 | Time: 9396.02 ms
[2022-03-23 06:11:13 main:574] : INFO : Epoch 1736 | loss: 0.0310939 | val_loss: 0.0310971 | Time: 9291.17 ms
[2022-03-23 06:11:23 main:574] : INFO : Epoch 1737 | loss: 0.0310904 | val_loss: 0.0310909 | Time: 9240.39 ms
[2022-03-23 06:11:32 main:574] : INFO : Epoch 1738 | loss: 0.0310942 | val_loss: 0.0310979 | Time: 9325.15 ms
[2022-03-23 06:11:42 main:574] : INFO : Epoch 1739 | loss: 0.031093 | val_loss: 0.0310966 | Time: 9673.61 ms
[2022-03-23 06:11:51 main:574] : INFO : Epoch 1740 | loss: 0.0310902 | val_loss: 0.0310889 | Time: 9351.34 ms
[2022-03-23 06:12:01 main:574] : INFO : Epoch 1741 | loss: 0.0311091 | val_loss: 0.0311574 | Time: 9669.7 ms
[2022-03-23 06:12:10 main:574] : INFO : Epoch 1742 | loss: 0.0311527 | val_loss: 0.0311392 | Time: 9729.13 ms
[2022-03-23 06:12:20 main:574] : INFO : Epoch 1743 | loss: 0.0311229 | val_loss: 0.0311081 | Time: 9509.91 ms
[2022-03-23 06:12:29 main:574] : INFO : Epoch 1744 | loss: 0.0311051 | val_loss: 0.0311078 | Time: 9408.91 ms
[2022-03-23 06:12:39 main:574] : INFO : Epoch 1745 | loss: 0.0311043 | val_loss: 0.0311008 | Time: 9827.89 ms
[2022-03-23 06:12:48 main:574] : INFO : Epoch 1746 | loss: 0.0310959 | val_loss: 0.0311001 | Time: 9346.39 ms
[2022-03-23 06:12:58 main:574] : INFO : Epoch 1747 | loss: 0.0310912 | val_loss: 0.0310915 | Time: 9513.68 ms
[2022-03-23 06:13:07 main:574] : INFO : Epoch 1748 | loss: 0.0310863 | val_loss: 0.0310903 | Time: 9416.45 ms
[2022-03-23 06:13:17 main:574] : INFO : Epoch 1749 | loss: 0.0310905 | val_loss: 0.0310977 | Time: 9784.05 ms
[2022-03-23 06:13:27 main:574] : INFO : Epoch 1750 | loss: 0.031095 | val_loss: 0.0310908 | Time: 9908.2 ms
[2022-03-23 06:13:37 main:574] : INFO : Epoch 1751 | loss: 0.0310914 | val_loss: 0.0310923 | Time: 9859.25 ms
[2022-03-23 06:13:47 main:574] : INFO : Epoch 1752 | loss: 0.0310844 | val_loss: 0.0310881 | Time: 9980.92 ms
[2022-03-23 06:13:57 main:574] : INFO : Epoch 1753 | loss: 0.0310845 | val_loss: 0.0310938 | Time: 9532.77 ms
[2022-03-23 06:14:06 main:574] : INFO : Epoch 1754 | loss: 0.0310837 | val_loss: 0.0310873 | Time: 9555.16 ms
[2022-03-23 06:14:16 main:574] : INFO : Epoch 1755 | loss: 0.0310842 | val_loss: 0.0311101 | Time: 9893.09 ms
[2022-03-23 06:14:26 main:574] : INFO : Epoch 1756 | loss: 0.031112 | val_loss: 0.0311032 | Time: 9657.72 ms
[2022-03-23 06:14:35 main:574] : INFO : Epoch 1757 | loss: 0.0310935 | val_loss: 0.0310978 | Time: 9702.07 ms
[2022-03-23 06:14:45 main:574] : INFO : Epoch 1758 | loss: 0.0310844 | val_loss: 0.0310811 | Time: 9879.3 ms
[2022-03-23 06:14:55 main:574] : INFO : Epoch 1759 | loss: 0.031079 | val_loss: 0.0310789 | Time: 9551.76 ms
[2022-03-23 06:15:04 main:574] : INFO : Epoch 1760 | loss: 0.0310863 | val_loss: 0.0310893 | Time: 9514.94 ms
[2022-03-23 06:15:14 main:574] : INFO : Epoch 1761 | loss: 0.0310865 | val_loss: 0.0310838 | Time: 9518.35 ms
[2022-03-23 06:15:24 main:574] : INFO : Epoch 1762 | loss: 0.0310825 | val_loss: 0.0310774 | Time: 9508.98 ms
[2022-03-23 06:15:33 main:574] : INFO : Epoch 1763 | loss: 0.0310787 | val_loss: 0.0310779 | Time: 9575.92 ms
[2022-03-23 06:15:43 main:574] : INFO : Epoch 1764 | loss: 0.0310735 | val_loss: 0.03108 | Time: 9884.73 ms
[2022-03-23 06:15:53 main:574] : INFO : Epoch 1765 | loss: 0.0310808 | val_loss: 0.0310867 | Time: 9714.02 ms
[2022-03-23 06:16:03 main:574] : INFO : Epoch 1766 | loss: 0.0310776 | val_loss: 0.0310767 | Time: 9932.75 ms
[2022-03-23 06:16:13 main:574] : INFO : Epoch 1767 | loss: 0.0310728 | val_loss: 0.0310736 | Time: 9911.82 ms
[2022-03-23 06:16:22 main:574] : INFO : Epoch 1768 | loss: 0.0310704 | val_loss: 0.031076 | Time: 9836.6 ms
[2022-03-23 06:16:32 main:574] : INFO : Epoch 1769 | loss: 0.0310693 | val_loss: 0.0310749 | Time: 10025.2 ms
[2022-03-23 06:16:42 main:574] : INFO : Epoch 1770 | loss: 0.0310741 | val_loss: 0.0310824 | Time: 9994.04 ms
[2022-03-23 06:16:52 main:574] : INFO : Epoch 1771 | loss: 0.0310755 | val_loss: 0.0310904 | Time: 9739.63 ms
[2022-03-23 06:17:02 main:574] : INFO : Epoch 1772 | loss: 0.0311145 | val_loss: 0.0312333 | Time: 9861.2 ms
[2022-03-23 06:17:12 main:574] : INFO : Epoch 1773 | loss: 0.0314949 | val_loss: 0.0313855 | Time: 9891.55 ms
[2022-03-23 06:17:22 main:574] : INFO : Epoch 1774 | loss: 0.0318554 | val_loss: 0.0312702 | Time: 10000.7 ms
[2022-03-23 06:17:32 main:574] : INFO : Epoch 1775 | loss: 0.0315897 | val_loss: 0.0313543 | Time: 9749.29 ms
[2022-03-23 06:17:41 main:574] : INFO : Epoch 1776 | loss: 0.0311695 | val_loss: 0.0310972 | Time: 9409.72 ms
[2022-03-23 06:17:51 main:574] : INFO : Epoch 1777 | loss: 0.0310802 | val_loss: 0.0310807 | Time: 9611.28 ms
[2022-03-23 06:18:00 main:574] : INFO : Epoch 1778 | loss: 0.0310723 | val_loss: 0.031075 | Time: 9603.42 ms
[2022-03-23 06:18:10 main:574] : INFO : Epoch 1779 | loss: 0.0310727 | val_loss: 0.0310815 | Time: 9408.1 ms
[2022-03-23 06:18:20 main:574] : INFO : Epoch 1780 | loss: 0.0310965 | val_loss: 0.0310942 | Time: 9744.6 ms
[2022-03-23 06:18:29 main:574] : INFO : Epoch 1781 | loss: 0.0310951 | val_loss: 0.0310836 | Time: 9720.54 ms
[2022-03-23 06:18:39 main:574] : INFO : Epoch 1782 | loss: 0.0310852 | val_loss: 0.031093 | Time: 10076.2 ms
[2022-03-23 06:18:49 main:574] : INFO : Epoch 1783 | loss: 0.0310887 | val_loss: 0.0310798 | Time: 9670.74 ms
[2022-03-23 06:18:59 main:574] : INFO : Epoch 1784 | loss: 0.0310765 | val_loss: 0.0310763 | Time: 9514.99 ms
[2022-03-23 06:19:08 main:574] : INFO : Epoch 1785 | loss: 0.0310761 | val_loss: 0.0310763 | Time: 9370.63 ms
[2022-03-23 06:19:18 main:574] : INFO : Epoch 1786 | loss: 0.0310806 | val_loss: 0.0310759 | Time: 9757.6 ms
[2022-03-23 06:19:27 main:574] : INFO : Epoch 1787 | loss: 0.0310846 | val_loss: 0.0310917 | Time: 9634.78 ms
[2022-03-23 06:19:37 main:574] : INFO : Epoch 1788 | loss: 0.0310905 | val_loss: 0.0310765 | Time: 9863.01 ms
[2022-03-23 06:19:47 main:574] : INFO : Epoch 1789 | loss: 0.0310772 | val_loss: 0.0310752 | Time: 9507.72 ms
[2022-03-23 06:19:56 main:574] : INFO : Epoch 1790 | loss: 0.0310728 | val_loss: 0.0310721 | Time: 9492.73 ms
[2022-03-23 06:20:06 main:574] : INFO : Epoch 1791 | loss: 0.0310708 | val_loss: 0.0310714 | Time: 9406.59 ms
[2022-03-23 06:20:15 main:574] : INFO : Epoch 1792 | loss: 0.0310705 | val_loss: 0.0310707 | Time: 9488.75 ms
[2022-03-23 06:20:25 main:574] : INFO : Epoch 1793 | loss: 0.0310684 | val_loss: 0.0310689 | Time: 9692.87 ms
[2022-03-23 06:20:35 main:574] : INFO : Epoch 1794 | loss: 0.0310694 | val_loss: 0.0310724 | Time: 9839.39 ms
[2022-03-23 06:20:44 main:574] : INFO : Epoch 1795 | loss: 0.0310686 | val_loss: 0.0310708 | Time: 9349.13 ms
[2022-03-23 06:20:54 main:574] : INFO : Epoch 1796 | loss: 0.0310658 | val_loss: 0.0310627 | Time: 9720.9 ms
[2022-03-23 06:21:03 main:574] : INFO : Epoch 1797 | loss: 0.0310634 | val_loss: 0.0310692 | Time: 9319.29 ms
[2022-03-23 06:21:13 main:574] : INFO : Epoch 1798 | loss: 0.031064 | val_loss: 0.0310635 | Time: 9403.41 ms
[2022-03-23 06:21:22 main:574] : INFO : Epoch 1799 | loss: 0.0310595 | val_loss: 0.0310649 | Time: 9674.68 ms
[2022-03-23 06:21:32 main:574] : INFO : Epoch 1800 | loss: 0.031056 | val_loss: 0.0310625 | Time: 9564.18 ms
[2022-03-23 06:21:42 main:574] : INFO : Epoch 1801 | loss: 0.03106 | val_loss: 0.031065 | Time: 9961.68 ms
[2022-03-23 06:21:52 main:574] : INFO : Epoch 1802 | loss: 0.031066 | val_loss: 0.031067 | Time: 9645.85 ms
[2022-03-23 06:22:01 main:574] : INFO : Epoch 1803 | loss: 0.0310732 | val_loss: 0.0311135 | Time: 9261.39 ms
[2022-03-23 06:22:10 main:574] : INFO : Epoch 1804 | loss: 0.0311105 | val_loss: 0.03109 | Time: 9375.65 ms
[2022-03-23 06:22:20 main:574] : INFO : Epoch 1805 | loss: 0.0310917 | val_loss: 0.0311335 | Time: 9741.94 ms
[2022-03-23 06:22:30 main:574] : INFO : Epoch 1806 | loss: 0.0311647 | val_loss: 0.0311678 | Time: 9576.02 ms
[2022-03-23 06:22:39 main:574] : INFO : Epoch 1807 | loss: 0.0311452 | val_loss: 0.0311247 | Time: 9703.5 ms
[2022-03-23 06:22:49 main:574] : INFO : Epoch 1808 | loss: 0.0311302 | val_loss: 0.0311111 | Time: 9752.49 ms
[2022-03-23 06:22:58 main:574] : INFO : Epoch 1809 | loss: 0.0311314 | val_loss: 0.0311322 | Time: 9326.1 ms
[2022-03-23 06:23:08 main:574] : INFO : Epoch 1810 | loss: 0.0311286 | val_loss: 0.0311269 | Time: 9639.96 ms
[2022-03-23 06:23:18 main:574] : INFO : Epoch 1811 | loss: 0.0311185 | val_loss: 0.0311133 | Time: 9804.43 ms
[2022-03-23 06:23:28 main:574] : INFO : Epoch 1812 | loss: 0.0311131 | val_loss: 0.0311035 | Time: 9700.96 ms
[2022-03-23 06:23:37 main:574] : INFO : Epoch 1813 | loss: 0.0311023 | val_loss: 0.0310949 | Time: 9863.32 ms
[2022-03-23 06:23:47 main:574] : INFO : Epoch 1814 | loss: 0.0310946 | val_loss: 0.0310877 | Time: 9343.14 ms
[2022-03-23 06:23:56 main:574] : INFO : Epoch 1815 | loss: 0.0310897 | val_loss: 0.0310855 | Time: 9223.24 ms
[2022-03-23 06:24:06 main:574] : INFO : Epoch 1816 | loss: 0.0310851 | val_loss: 0.0310908 | Time: 9501.23 ms
[2022-03-23 06:24:15 main:574] : INFO : Epoch 1817 | loss: 0.0310896 | val_loss: 0.0310784 | Time: 9592.26 ms
[2022-03-23 06:24:25 main:574] : INFO : Epoch 1818 | loss: 0.0310739 | val_loss: 0.0310706 | Time: 9730.77 ms
[2022-03-23 06:24:34 main:574] : INFO : Epoch 1819 | loss: 0.0310736 | val_loss: 0.0310756 | Time: 9503.09 ms
[2022-03-23 06:24:44 main:574] : INFO : Epoch 1820 | loss: 0.0310709 | val_loss: 0.0310731 | Time: 9851.84 ms
[2022-03-23 06:24:54 main:574] : INFO : Epoch 1821 | loss: 0.031067 | val_loss: 0.031069 | Time: 9539.88 ms
[2022-03-23 06:25:04 main:574] : INFO : Epoch 1822 | loss: 0.0310644 | val_loss: 0.0310734 | Time: 9793.68 ms
[2022-03-23 06:25:13 main:574] : INFO : Epoch 1823 | loss: 0.031067 | val_loss: 0.0310807 | Time: 9702.06 ms
[2022-03-23 06:25:23 main:574] : INFO : Epoch 1824 | loss: 0.0310725 | val_loss: 0.0310732 | Time: 9838.78 ms
[2022-03-23 06:25:33 main:574] : INFO : Epoch 1825 | loss: 0.0310634 | val_loss: 0.0310703 | Time: 9344.54 ms
[2022-03-23 06:25:42 main:574] : INFO : Epoch 1826 | loss: 0.031076 | val_loss: 0.0310757 | Time: 9734.65 ms
[2022-03-23 06:25:52 main:574] : INFO : Epoch 1827 | loss: 0.0310686 | val_loss: 0.0310685 | Time: 9862.91 ms
[2022-03-23 06:26:02 main:574] : INFO : Epoch 1828 | loss: 0.0310633 | val_loss: 0.0310721 | Time: 9744.25 ms
[2022-03-23 06:26:12 main:574] : INFO : Epoch 1829 | loss: 0.0310785 | val_loss: 0.0310838 | Time: 9771.98 ms
[2022-03-23 06:26:21 main:574] : INFO : Epoch 1830 | loss: 0.0310837 | val_loss: 0.0310883 | Time: 9414.71 ms
[2022-03-23 06:26:31 main:574] : INFO : Epoch 1831 | loss: 0.0310801 | val_loss: 0.031086 | Time: 9510.81 ms
[2022-03-23 06:26:40 main:574] : INFO : Epoch 1832 | loss: 0.031089 | val_loss: 0.0310793 | Time: 9591.37 ms
[2022-03-23 06:26:50 main:574] : INFO : Epoch 1833 | loss: 0.0310772 | val_loss: 0.0310739 | Time: 9652.9 ms
[2022-03-23 06:27:00 main:574] : INFO : Epoch 1834 | loss: 0.0310687 | val_loss: 0.0310702 | Time: 9580.46 ms
[2022-03-23 06:27:09 main:574] : INFO : Epoch 1835 | loss: 0.0310637 | val_loss: 0.0310712 | Time: 9775.98 ms
[2022-03-23 06:27:19 main:574] : INFO : Epoch 1836 | loss: 0.0310846 | val_loss: 0.0311653 | Time: 9475.83 ms
[2022-03-23 06:27:28 main:574] : INFO : Epoch 1837 | loss: 0.0311698 | val_loss: 0.0311553 | Time: 9677.64 ms
[2022-03-23 06:27:38 main:574] : INFO : Epoch 1838 | loss: 0.0311453 | val_loss: 0.0311354 | Time: 9599.43 ms
[2022-03-23 06:27:48 main:574] : INFO : Epoch 1839 | loss: 0.0311333 | val_loss: 0.031121 | Time: 9632.63 ms
[2022-03-23 06:27:57 main:574] : INFO : Epoch 1840 | loss: 0.031115 | val_loss: 0.0311008 | Time: 9561.88 ms
[2022-03-23 06:28:07 main:574] : INFO : Epoch 1841 | loss: 0.0311024 | val_loss: 0.0311127 | Time: 9550.85 ms
[2022-03-23 06:28:16 main:574] : INFO : Epoch 1842 | loss: 0.0311069 | val_loss: 0.0310876 | Time: 9598.86 ms
[2022-03-23 06:28:26 main:574] : INFO : Epoch 1843 | loss: 0.0311468 | val_loss: 0.0312052 | Time: 9726.68 ms
[2022-03-23 06:28:36 main:574] : INFO : Epoch 1844 | loss: 0.0312094 | val_loss: 0.0311923 | Time: 9652.55 ms
[2022-03-23 06:28:46 main:574] : INFO : Epoch 1845 | loss: 0.0311904 | val_loss: 0.0311882 | Time: 9759.16 ms
[2022-03-23 06:28:56 main:574] : INFO : Epoch 1846 | loss: 0.0311823 | val_loss: 0.031172 | Time: 9918.8 ms
[2022-03-23 06:29:06 main:574] : INFO : Epoch 1847 | loss: 0.0311721 | val_loss: 0.0311657 | Time: 10116.7 ms
[2022-03-23 06:29:15 main:574] : INFO : Epoch 1848 | loss: 0.0311672 | val_loss: 0.0311653 | Time: 9521.34 ms
[2022-03-23 06:29:25 main:574] : INFO : Epoch 1849 | loss: 0.0311623 | val_loss: 0.031161 | Time: 9574.96 ms
[2022-03-23 06:29:35 main:574] : INFO : Epoch 1850 | loss: 0.0311564 | val_loss: 0.0311498 | Time: 9747.45 ms
[2022-03-23 06:29:45 main:574] : INFO : Epoch 1851 | loss: 0.0311482 | val_loss: 0.0311479 | Time: 10007.8 ms
[2022-03-23 06:29:55 main:574] : INFO : Epoch 1852 | loss: 0.0311419 | val_loss: 0.031145 | Time: 9944.63 ms
[2022-03-23 06:30:04 main:574] : INFO : Epoch 1853 | loss: 0.0311385 | val_loss: 0.0311368 | Time: 9639.63 ms
[2022-03-23 06:30:14 main:574] : INFO : Epoch 1854 | loss: 0.0311302 | val_loss: 0.0311304 | Time: 9572.62 ms
[2022-03-23 06:30:23 main:574] : INFO : Epoch 1855 | loss: 0.0311247 | val_loss: 0.0311279 | Time: 9523.07 ms
[2022-03-23 06:30:33 main:574] : INFO : Epoch 1856 | loss: 0.0311216 | val_loss: 0.0311295 | Time: 9698.33 ms
[2022-03-23 06:30:43 main:574] : INFO : Epoch 1857 | loss: 0.031119 | val_loss: 0.0311189 | Time: 9793.36 ms
[2022-03-23 06:30:52 main:574] : INFO : Epoch 1858 | loss: 0.0311124 | val_loss: 0.0311161 | Time: 9686.37 ms
[2022-03-23 06:31:02 main:574] : INFO : Epoch 1859 | loss: 0.0311094 | val_loss: 0.0311112 | Time: 9538.72 ms
[2022-03-23 06:31:11 main:574] : INFO : Epoch 1860 | loss: 0.0311055 | val_loss: 0.0311114 | Time: 9416.66 ms
[2022-03-23 06:31:21 main:574] : INFO : Epoch 1861 | loss: 0.0311063 | val_loss: 0.0311263 | Time: 9793.56 ms
[2022-03-23 06:31:31 main:574] : INFO : Epoch 1862 | loss: 0.0311103 | val_loss: 0.0311093 | Time: 9674.62 ms
[2022-03-23 06:31:41 main:574] : INFO : Epoch 1863 | loss: 0.0311064 | val_loss: 0.0311056 | Time: 9591.44 ms
[2022-03-23 06:31:50 main:574] : INFO : Epoch 1864 | loss: 0.0311035 | val_loss: 0.0311031 | Time: 9784.46 ms
[2022-03-23 06:32:00 main:574] : INFO : Epoch 1865 | loss: 0.0311399 | val_loss: 0.031184 | Time: 9486 ms
[2022-03-23 06:32:10 main:574] : INFO : Epoch 1866 | loss: 0.0311666 | val_loss: 0.0311449 | Time: 9814.36 ms
[2022-03-23 06:32:20 main:574] : INFO : Epoch 1867 | loss: 0.0311553 | val_loss: 0.031168 | Time: 10136.8 ms
[2022-03-23 06:32:30 main:574] : INFO : Epoch 1868 | loss: 0.0311685 | val_loss: 0.031163 | Time: 9828.52 ms
[2022-03-23 06:32:39 main:574] : INFO : Epoch 1869 | loss: 0.0311604 | val_loss: 0.0311507 | Time: 9512.35 ms
[2022-03-23 06:32:49 main:574] : INFO : Epoch 1870 | loss: 0.0311488 | val_loss: 0.0311435 | Time: 9792.8 ms
[2022-03-23 06:32:59 main:574] : INFO : Epoch 1871 | loss: 0.0311414 | val_loss: 0.0311347 | Time: 9710.31 ms
[2022-03-23 06:33:08 main:574] : INFO : Epoch 1872 | loss: 0.03113 | val_loss: 0.0311291 | Time: 9702.15 ms
[2022-03-23 06:33:18 main:574] : INFO : Epoch 1873 | loss: 0.0311312 | val_loss: 0.0311263 | Time: 9908.32 ms
[2022-03-23 06:33:28 main:574] : INFO : Epoch 1874 | loss: 0.0311283 | val_loss: 0.031121 | Time: 9632.07 ms
[2022-03-23 06:33:38 main:574] : INFO : Epoch 1875 | loss: 0.0311195 | val_loss: 0.0311118 | Time: 9666.88 ms
[2022-03-23 06:33:47 main:574] : INFO : Epoch 1876 | loss: 0.0311137 | val_loss: 0.0311077 | Time: 9353.57 ms
[2022-03-23 06:33:56 main:574] : INFO : Epoch 1877 | loss: 0.0311129 | val_loss: 0.031104 | Time: 9430.42 ms
[2022-03-23 06:34:06 main:574] : INFO : Epoch 1878 | loss: 0.0311075 | val_loss: 0.0311058 | Time: 9794.19 ms
[2022-03-23 06:34:16 main:574] : INFO : Epoch 1879 | loss: 0.0311082 | val_loss: 0.0311116 | Time: 9560.8 ms
[2022-03-23 06:34:25 main:574] : INFO : Epoch 1880 | loss: 0.0311149 | val_loss: 0.0311073 | Time: 9538.85 ms
[2022-03-23 06:34:36 main:574] : INFO : Epoch 1881 | loss: 0.0311049 | val_loss: 0.0311018 | Time: 10154.6 ms
[2022-03-23 06:34:45 main:574] : INFO : Epoch 1882 | loss: 0.0311013 | val_loss: 0.0310945 | Time: 9460.18 ms
[2022-03-23 06:34:55 main:574] : INFO : Epoch 1883 | loss: 0.0310994 | val_loss: 0.0310953 | Time: 9713.07 ms
[2022-03-23 06:35:05 main:574] : INFO : Epoch 1884 | loss: 0.0310991 | val_loss: 0.0310988 | Time: 9885.64 ms
[2022-03-23 06:35:14 main:574] : INFO : Epoch 1885 | loss: 0.0311084 | val_loss: 0.0311002 | Time: 9380.44 ms
[2022-03-23 06:35:24 main:574] : INFO : Epoch 1886 | loss: 0.0311021 | val_loss: 0.0311119 | Time: 9671.19 ms
[2022-03-23 06:35:34 main:574] : INFO : Epoch 1887 | loss: 0.0311117 | val_loss: 0.0311059 | Time: 9819.55 ms
[2022-03-23 06:35:43 main:574] : INFO : Epoch 1888 | loss: 0.0311057 | val_loss: 0.0310996 | Time: 9512.91 ms
[2022-03-23 06:35:53 main:574] : INFO : Epoch 1889 | loss: 0.0310976 | val_loss: 0.0310894 | Time: 9683.98 ms
[2022-03-23 06:36:02 main:574] : INFO : Epoch 1890 | loss: 0.0310928 | val_loss: 0.031083 | Time: 9634.28 ms
[2022-03-23 06:36:12 main:574] : INFO : Epoch 1891 | loss: 0.0310892 | val_loss: 0.0310841 | Time: 9625.77 ms
[2022-03-23 06:36:22 main:574] : INFO : Epoch 1892 | loss: 0.0310846 | val_loss: 0.0310757 | Time: 9643.28 ms
[2022-03-23 06:36:31 main:574] : INFO : Epoch 1893 | loss: 0.0310827 | val_loss: 0.0310766 | Time: 9639.17 ms
[2022-03-23 06:36:41 main:574] : INFO : Epoch 1894 | loss: 0.0310838 | val_loss: 0.0310678 | Time: 9858.74 ms
[2022-03-23 06:36:51 main:574] : INFO : Epoch 1895 | loss: 0.0310784 | val_loss: 0.031068 | Time: 9403.21 ms
[2022-03-23 06:37:00 main:574] : INFO : Epoch 1896 | loss: 0.0310749 | val_loss: 0.0310702 | Time: 9506.59 ms
[2022-03-23 06:37:10 main:574] : INFO : Epoch 1897 | loss: 0.0310736 | val_loss: 0.0310693 | Time: 9372.05 ms
[2022-03-23 06:37:19 main:574] : INFO : Epoch 1898 | loss: 0.0310881 | val_loss: 0.0310975 | Time: 9847.68 ms
[2022-03-23 06:37:29 main:574] : INFO : Epoch 1899 | loss: 0.0310991 | val_loss: 0.031089 | Time: 9362.57 ms
[2022-03-23 06:37:38 main:574] : INFO : Epoch 1900 | loss: 0.0310832 | val_loss: 0.0310783 | Time: 9467.09 ms
[2022-03-23 06:37:48 main:574] : INFO : Epoch 1901 | loss: 0.0310777 | val_loss: 0.031074 | Time: 9748.1 ms
[2022-03-23 06:37:58 main:574] : INFO : Epoch 1902 | loss: 0.0310747 | val_loss: 0.0310713 | Time: 9837.33 ms
[2022-03-23 06:38:08 main:574] : INFO : Epoch 1903 | loss: 0.03107 | val_loss: 0.0310638 | Time: 9671 ms
[2022-03-23 06:38:17 main:574] : INFO : Epoch 1904 | loss: 0.0310718 | val_loss: 0.031079 | Time: 9544.14 ms
[2022-03-23 06:38:27 main:574] : INFO : Epoch 1905 | loss: 0.0310959 | val_loss: 0.0310964 | Time: 9883.38 ms
[2022-03-23 06:38:37 main:574] : INFO : Epoch 1906 | loss: 0.0310966 | val_loss: 0.0310908 | Time: 9976.86 ms
[2022-03-23 06:38:47 main:574] : INFO : Epoch 1907 | loss: 0.0310831 | val_loss: 0.0310787 | Time: 9955.08 ms
[2022-03-23 06:38:57 main:574] : INFO : Epoch 1908 | loss: 0.0310914 | val_loss: 0.0310911 | Time: 9635.22 ms
[2022-03-23 06:39:06 main:574] : INFO : Epoch 1909 | loss: 0.0311027 | val_loss: 0.0310991 | Time: 9620.72 ms
[2022-03-23 06:39:16 main:574] : INFO : Epoch 1910 | loss: 0.0310983 | val_loss: 0.0310868 | Time: 9876.59 ms
[2022-03-23 06:39:26 main:574] : INFO : Epoch 1911 | loss: 0.0310859 | val_loss: 0.0310822 | Time: 9828.92 ms
[2022-03-23 06:39:36 main:574] : INFO : Epoch 1912 | loss: 0.0310813 | val_loss: 0.0310756 | Time: 9945.25 ms
[2022-03-23 06:39:46 main:574] : INFO : Epoch 1913 | loss: 0.0310778 | val_loss: 0.0310723 | Time: 9989.38 ms
[2022-03-23 06:39:56 main:574] : INFO : Epoch 1914 | loss: 0.0310737 | val_loss: 0.0310746 | Time: 9903.31 ms
[2022-03-23 06:40:06 main:574] : INFO : Epoch 1915 | loss: 0.0310745 | val_loss: 0.0310654 | Time: 9687.63 ms
[2022-03-23 06:40:15 main:574] : INFO : Epoch 1916 | loss: 0.0310732 | val_loss: 0.0310705 | Time: 9471.01 ms
[2022-03-23 06:40:25 main:574] : INFO : Epoch 1917 | loss: 0.0310738 | val_loss: 0.0310804 | Time: 9849.49 ms
[2022-03-23 06:40:35 main:574] : INFO : Epoch 1918 | loss: 0.0310777 | val_loss: 0.0310698 | Time: 9787.74 ms
[2022-03-23 06:40:45 main:574] : INFO : Epoch 1919 | loss: 0.0310684 | val_loss: 0.0310634 | Time: 9764.42 ms
[2022-03-23 06:40:54 main:574] : INFO : Epoch 1920 | loss: 0.0310614 | val_loss: 0.0310573 | Time: 9836.62 ms
[2022-03-23 06:41:04 main:574] : INFO : Epoch 1921 | loss: 0.031058 | val_loss: 0.0310571 | Time: 9731.49 ms
[2022-03-23 06:41:14 main:574] : INFO : Epoch 1922 | loss: 0.0310563 | val_loss: 0.0310526 | Time: 9855.94 ms
[2022-03-23 06:41:24 main:574] : INFO : Epoch 1923 | loss: 0.031059 | val_loss: 0.0310502 | Time: 9619.84 ms
[2022-03-23 06:41:33 main:574] : INFO : Epoch 1924 | loss: 0.0310542 | val_loss: 0.0310498 | Time: 9829.12 ms
[2022-03-23 06:41:43 main:574] : INFO : Epoch 1925 | loss: 0.0310493 | val_loss: 0.0310538 | Time: 9780.8 ms
[2022-03-23 06:41:53 main:574] : INFO : Epoch 1926 | loss: 0.0310539 | val_loss: 0.0310693 | Time: 9612.83 ms
[2022-03-23 06:42:03 main:574] : INFO : Epoch 1927 | loss: 0.0310811 | val_loss: 0.0310799 | Time: 9670.52 ms
[2022-03-23 06:42:12 main:574] : INFO : Epoch 1928 | loss: 0.0310797 | val_loss: 0.0310699 | Time: 9386.93 ms
[2022-03-23 06:42:22 main:574] : INFO : Epoch 1929 | loss: 0.0310863 | val_loss: 0.0310843 | Time: 9606.7 ms
[2022-03-23 06:42:31 main:574] : INFO : Epoch 1930 | loss: 0.0310825 | val_loss: 0.0310736 | Time: 9828.03 ms
[2022-03-23 06:42:41 main:574] : INFO : Epoch 1931 | loss: 0.0310723 | val_loss: 0.0310668 | Time: 9563.85 ms
[2022-03-23 06:42:50 main:574] : INFO : Epoch 1932 | loss: 0.0310649 | val_loss: 0.0310584 | Time: 9526.03 ms
[2022-03-23 06:43:00 main:574] : INFO : Epoch 1933 | loss: 0.0310609 | val_loss: 0.0310559 | Time: 9865.18 ms
[2022-03-23 06:43:10 main:574] : INFO : Epoch 1934 | loss: 0.031059 | val_loss: 0.031052 | Time: 9469.79 ms
[2022-03-23 06:43:20 main:574] : INFO : Epoch 1935 | loss: 0.0310539 | val_loss: 0.0310507 | Time: 9748.47 ms
[2022-03-23 06:43:29 main:574] : INFO : Epoch 1936 | loss: 0.0310522 | val_loss: 0.0310437 | Time: 9641.47 ms
[2022-03-23 06:43:39 main:574] : INFO : Epoch 1937 | loss: 0.0310497 | val_loss: 0.0310544 | Time: 9309.72 ms
[2022-03-23 06:43:48 main:574] : INFO : Epoch 1938 | loss: 0.0310494 | val_loss: 0.0310468 | Time: 9603.69 ms
[2022-03-23 06:43:58 main:574] : INFO : Epoch 1939 | loss: 0.0310474 | val_loss: 0.0310409 | Time: 9641.94 ms
[2022-03-23 06:44:07 main:574] : INFO : Epoch 1940 | loss: 0.0310474 | val_loss: 0.0310605 | Time: 9410.35 ms
[2022-03-23 06:44:17 main:574] : INFO : Epoch 1941 | loss: 0.0310857 | val_loss: 0.0310988 | Time: 9701.31 ms
[2022-03-23 06:44:27 main:574] : INFO : Epoch 1942 | loss: 0.0311173 | val_loss: 0.0311241 | Time: 9951.04 ms
[2022-03-23 06:44:37 main:574] : INFO : Epoch 1943 | loss: 0.0311141 | val_loss: 0.0310903 | Time: 9991.99 ms
[2022-03-23 06:44:47 main:574] : INFO : Epoch 1944 | loss: 0.0310899 | val_loss: 0.0310841 | Time: 9784.68 ms
[2022-03-23 06:44:57 main:574] : INFO : Epoch 1945 | loss: 0.0310769 | val_loss: 0.0310692 | Time: 9837.2 ms
[2022-03-23 06:45:06 main:574] : INFO : Epoch 1946 | loss: 0.0310654 | val_loss: 0.0310615 | Time: 9841.62 ms
[2022-03-23 06:45:16 main:574] : INFO : Epoch 1947 | loss: 0.0310559 | val_loss: 0.0310487 | Time: 9766.5 ms
[2022-03-23 06:45:26 main:574] : INFO : Epoch 1948 | loss: 0.0310493 | val_loss: 0.0310535 | Time: 9468.54 ms
[2022-03-23 06:45:36 main:574] : INFO : Epoch 1949 | loss: 0.0310428 | val_loss: 0.031042 | Time: 9836.63 ms
[2022-03-23 06:45:45 main:574] : INFO : Epoch 1950 | loss: 0.0310415 | val_loss: 0.0310457 | Time: 9610.58 ms
[2022-03-23 06:45:55 main:574] : INFO : Epoch 1951 | loss: 0.0310528 | val_loss: 0.0310571 | Time: 9638.71 ms
[2022-03-23 06:46:04 main:574] : INFO : Epoch 1952 | loss: 0.0310648 | val_loss: 0.0310499 | Time: 9271.07 ms
[2022-03-23 06:46:14 main:574] : INFO : Epoch 1953 | loss: 0.0310563 | val_loss: 0.0310508 | Time: 9539.03 ms
[2022-03-23 06:46:23 main:574] : INFO : Epoch 1954 | loss: 0.031056 | val_loss: 0.0310519 | Time: 9525.79 ms
[2022-03-23 06:46:33 main:574] : INFO : Epoch 1955 | loss: 0.0310532 | val_loss: 0.0310467 | Time: 9894.07 ms
[2022-03-23 06:46:43 main:574] : INFO : Epoch 1956 | loss: 0.0310587 | val_loss: 0.0310595 | Time: 9667.29 ms
[2022-03-23 06:46:52 main:574] : INFO : Epoch 1957 | loss: 0.0310539 | val_loss: 0.0310741 | Time: 9676.43 ms
[2022-03-23 06:47:02 main:574] : INFO : Epoch 1958 | loss: 0.0310713 | val_loss: 0.031079 | Time: 9676.74 ms
[2022-03-23 06:47:12 main:574] : INFO : Epoch 1959 | loss: 0.0310662 | val_loss: 0.0310729 | Time: 9774.32 ms
[2022-03-23 06:47:22 main:574] : INFO : Epoch 1960 | loss: 0.0310599 | val_loss: 0.0310729 | Time: 9958.18 ms
[2022-03-23 06:47:31 main:574] : INFO : Epoch 1961 | loss: 0.0310548 | val_loss: 0.0310679 | Time: 9603.08 ms
[2022-03-23 06:47:42 main:574] : INFO : Epoch 1962 | loss: 0.0310533 | val_loss: 0.031059 | Time: 10098.6 ms
[2022-03-23 06:47:52 main:574] : INFO : Epoch 1963 | loss: 0.0310611 | val_loss: 0.031063 | Time: 9986.02 ms
[2022-03-23 06:48:02 main:574] : INFO : Epoch 1964 | loss: 0.0310559 | val_loss: 0.0310564 | Time: 10126.1 ms
[2022-03-23 06:48:12 main:574] : INFO : Epoch 1965 | loss: 0.0310437 | val_loss: 0.0310507 | Time: 9876.69 ms
[2022-03-23 06:48:21 main:574] : INFO : Epoch 1966 | loss: 0.03105 | val_loss: 0.0310753 | Time: 9595.8 ms
[2022-03-23 06:48:31 main:574] : INFO : Epoch 1967 | loss: 0.031068 | val_loss: 0.0310524 | Time: 9747.78 ms
[2022-03-23 06:48:40 main:574] : INFO : Epoch 1968 | loss: 0.0310431 | val_loss: 0.0310445 | Time: 9499.13 ms
[2022-03-23 06:48:50 main:574] : INFO : Epoch 1969 | loss: 0.0310365 | val_loss: 0.0310392 | Time: 9188.49 ms
[2022-03-23 06:48:59 main:574] : INFO : Epoch 1970 | loss: 0.0310408 | val_loss: 0.0310558 | Time: 9549.28 ms
[2022-03-23 06:49:09 main:574] : INFO : Epoch 1971 | loss: 0.0310404 | val_loss: 0.0310457 | Time: 9761.2 ms
[2022-03-23 06:49:18 main:574] : INFO : Epoch 1972 | loss: 0.0310374 | val_loss: 0.0310466 | Time: 9414.85 ms
[2022-03-23 06:49:28 main:574] : INFO : Epoch 1973 | loss: 0.0310398 | val_loss: 0.0310438 | Time: 9744.99 ms
[2022-03-23 06:49:38 main:574] : INFO : Epoch 1974 | loss: 0.0310426 | val_loss: 0.0310424 | Time: 9680.74 ms
[2022-03-23 06:49:47 main:574] : INFO : Epoch 1975 | loss: 0.0310335 | val_loss: 0.0310383 | Time: 9513.08 ms
[2022-03-23 06:49:57 main:574] : INFO : Epoch 1976 | loss: 0.0310316 | val_loss: 0.031042 | Time: 9568.09 ms
[2022-03-23 06:50:07 main:574] : INFO : Epoch 1977 | loss: 0.0310373 | val_loss: 0.0310489 | Time: 9675.46 ms
[2022-03-23 06:50:16 main:574] : INFO : Epoch 1978 | loss: 0.0310365 | val_loss: 0.0310458 | Time: 9657.39 ms
[2022-03-23 06:50:26 main:574] : INFO : Epoch 1979 | loss: 0.0310298 | val_loss: 0.0310394 | Time: 9641.72 ms
[2022-03-23 06:50:36 main:574] : INFO : Epoch 1980 | loss: 0.0310248 | val_loss: 0.0310364 | Time: 9653.18 ms
[2022-03-23 06:50:45 main:574] : INFO : Epoch 1981 | loss: 0.0310238 | val_loss: 0.0310397 | Time: 9758.38 ms
[2022-03-23 06:50:55 main:574] : INFO : Epoch 1982 | loss: 0.0310292 | val_loss: 0.0310407 | Time: 9828.84 ms
[2022-03-23 06:51:05 main:574] : INFO : Epoch 1983 | loss: 0.0310358 | val_loss: 0.031048 | Time: 9294.49 ms
[2022-03-23 06:51:14 main:574] : INFO : Epoch 1984 | loss: 0.0310408 | val_loss: 0.0310414 | Time: 9609.87 ms
[2022-03-23 06:51:24 main:574] : INFO : Epoch 1985 | loss: 0.0310283 | val_loss: 0.0310394 | Time: 9656.94 ms
[2022-03-23 06:51:33 main:574] : INFO : Epoch 1986 | loss: 0.0310276 | val_loss: 0.0310364 | Time: 9442.12 ms
[2022-03-23 06:51:43 main:574] : INFO : Epoch 1987 | loss: 0.0310292 | val_loss: 0.0310403 | Time: 9513.9 ms
[2022-03-23 06:51:52 main:574] : INFO : Epoch 1988 | loss: 0.0310197 | val_loss: 0.0310369 | Time: 9483.07 ms
[2022-03-23 06:52:02 main:574] : INFO : Epoch 1989 | loss: 0.0310457 | val_loss: 0.0311255 | Time: 9726.58 ms
[2022-03-23 06:52:12 main:574] : INFO : Epoch 1990 | loss: 0.0311436 | val_loss: 0.0311325 | Time: 9741.77 ms
[2022-03-23 06:52:22 main:574] : INFO : Epoch 1991 | loss: 0.0311302 | val_loss: 0.0311139 | Time: 9616.95 ms
[2022-03-23 06:52:31 main:574] : INFO : Epoch 1992 | loss: 0.031115 | val_loss: 0.0311045 | Time: 9711.79 ms
[2022-03-23 06:52:41 main:574] : INFO : Epoch 1993 | loss: 0.0311089 | val_loss: 0.0310969 | Time: 9583.67 ms
[2022-03-23 06:52:50 main:574] : INFO : Epoch 1994 | loss: 0.0311033 | val_loss: 0.0310953 | Time: 9425.36 ms
[2022-03-23 06:53:00 main:574] : INFO : Epoch 1995 | loss: 0.0311023 | val_loss: 0.0310959 | Time: 9718.53 ms
[2022-03-23 06:53:10 main:574] : INFO : Epoch 1996 | loss: 0.0310982 | val_loss: 0.0310931 | Time: 9551.13 ms
[2022-03-23 06:53:19 main:574] : INFO : Epoch 1997 | loss: 0.0310939 | val_loss: 0.0310843 | Time: 9727.11 ms
[2022-03-23 06:53:29 main:574] : INFO : Epoch 1998 | loss: 0.0310926 | val_loss: 0.0310862 | Time: 9512.61 ms
[2022-03-23 06:53:39 main:574] : INFO : Epoch 1999 | loss: 0.0310904 | val_loss: 0.0310871 | Time: 9669.65 ms
[2022-03-23 06:53:48 main:574] : INFO : Epoch 2000 | loss: 0.0310919 | val_loss: 0.031089 | Time: 9547.68 ms
[2022-03-23 06:53:58 main:574] : INFO : Epoch 2001 | loss: 0.0310855 | val_loss: 0.031086 | Time: 9544.45 ms
[2022-03-23 06:54:07 main:574] : INFO : Epoch 2002 | loss: 0.0310798 | val_loss: 0.0310747 | Time: 9728.13 ms
[2022-03-23 06:54:17 main:574] : INFO : Epoch 2003 | loss: 0.0310694 | val_loss: 0.0310685 | Time: 9747.41 ms
[2022-03-23 06:54:27 main:574] : INFO : Epoch 2004 | loss: 0.031061 | val_loss: 0.0310695 | Time: 9934.91 ms
[2022-03-23 06:54:37 main:574] : INFO : Epoch 2005 | loss: 0.0310626 | val_loss: 0.0310656 | Time: 9709.06 ms
[2022-03-23 06:54:47 main:574] : INFO : Epoch 2006 | loss: 0.0310536 | val_loss: 0.0310618 | Time: 9862.13 ms
[2022-03-23 06:54:57 main:574] : INFO : Epoch 2007 | loss: 0.0310515 | val_loss: 0.0310541 | Time: 9828.13 ms
[2022-03-23 06:55:06 main:574] : INFO : Epoch 2008 | loss: 0.0310499 | val_loss: 0.0310526 | Time: 9315.34 ms
[2022-03-23 06:55:15 main:574] : INFO : Epoch 2009 | loss: 0.0310475 | val_loss: 0.0310616 | Time: 9382.66 ms
[2022-03-23 06:55:25 main:574] : INFO : Epoch 2010 | loss: 0.031051 | val_loss: 0.0310727 | Time: 9566.07 ms
[2022-03-23 06:55:35 main:574] : INFO : Epoch 2011 | loss: 0.0310767 | val_loss: 0.0310699 | Time: 9758.67 ms
[2022-03-23 06:55:44 main:574] : INFO : Epoch 2012 | loss: 0.0310638 | val_loss: 0.031053 | Time: 9604.18 ms
[2022-03-23 06:55:54 main:574] : INFO : Epoch 2013 | loss: 0.0310466 | val_loss: 0.0310674 | Time: 9697 ms
[2022-03-23 06:56:04 main:574] : INFO : Epoch 2014 | loss: 0.03107 | val_loss: 0.0311644 | Time: 9875.73 ms
[2022-03-23 06:56:14 main:574] : INFO : Epoch 2015 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 9829.79 ms
[2022-03-23 06:56:23 main:574] : INFO : Epoch 2016 | loss: 0.0311668 | val_loss: 0.0311528 | Time: 9529.17 ms
[2022-03-23 06:56:33 main:574] : INFO : Epoch 2017 | loss: 0.0311455 | val_loss: 0.0311478 | Time: 9748.19 ms
[2022-03-23 06:56:43 main:574] : INFO : Epoch 2018 | loss: 0.0311397 | val_loss: 0.0311407 | Time: 10109.2 ms
[2022-03-23 06:56:53 main:574] : INFO : Epoch 2019 | loss: 0.0311381 | val_loss: 0.0311382 | Time: 9716.16 ms
[2022-03-23 06:57:02 main:574] : INFO : Epoch 2020 | loss: 0.031131 | val_loss: 0.031133 | Time: 9582.25 ms
[2022-03-23 06:57:12 main:574] : INFO : Epoch 2021 | loss: 0.0311214 | val_loss: 0.0311138 | Time: 9730.63 ms
[2022-03-23 06:57:22 main:574] : INFO : Epoch 2022 | loss: 0.0311135 | val_loss: 0.0311126 | Time: 9769.24 ms
[2022-03-23 06:57:32 main:574] : INFO : Epoch 2023 | loss: 0.0311048 | val_loss: 0.0311016 | Time: 9569.79 ms
[2022-03-23 06:57:41 main:574] : INFO : Epoch 2024 | loss: 0.0310919 | val_loss: 0.0310931 | Time: 9814.97 ms
[2022-03-23 06:57:51 main:574] : INFO : Epoch 2025 | loss: 0.0310832 | val_loss: 0.0310844 | Time: 9806.44 ms
[2022-03-23 06:58:01 main:574] : INFO : Epoch 2026 | loss: 0.0310791 | val_loss: 0.0310811 | Time: 9956.57 ms
[2022-03-23 06:58:11 main:574] : INFO : Epoch 2027 | loss: 0.0310727 | val_loss: 0.0310741 | Time: 9832.25 ms
[2022-03-23 06:58:21 main:574] : INFO : Epoch 2028 | loss: 0.0310682 | val_loss: 0.031072 | Time: 9883.04 ms
[2022-03-23 06:58:31 main:574] : INFO : Epoch 2029 | loss: 0.0310686 | val_loss: 0.0310745 | Time: 9809.18 ms
[2022-03-23 06:58:40 main:574] : INFO : Epoch 2030 | loss: 0.0310706 | val_loss: 0.0310737 | Time: 9473.35 ms
[2022-03-23 06:58:50 main:574] : INFO : Epoch 2031 | loss: 0.0310639 | val_loss: 0.0310679 | Time: 9380.38 ms
[2022-03-23 06:58:59 main:574] : INFO : Epoch 2032 | loss: 0.0310567 | val_loss: 0.0310626 | Time: 9671.88 ms
[2022-03-23 06:59:09 main:574] : INFO : Epoch 2033 | loss: 0.0310541 | val_loss: 0.0310596 | Time: 9341.87 ms
[2022-03-23 06:59:18 main:574] : INFO : Epoch 2034 | loss: 0.0310507 | val_loss: 0.0310542 | Time: 9758.02 ms
[2022-03-23 06:59:28 main:574] : INFO : Epoch 2035 | loss: 0.0310534 | val_loss: 0.0310606 | Time: 9677.38 ms
[2022-03-23 06:59:38 main:574] : INFO : Epoch 2036 | loss: 0.0310449 | val_loss: 0.0310545 | Time: 9754.99 ms
[2022-03-23 06:59:47 main:574] : INFO : Epoch 2037 | loss: 0.0310446 | val_loss: 0.0310416 | Time: 9424.44 ms
[2022-03-23 06:59:57 main:574] : INFO : Epoch 2038 | loss: 0.0310392 | val_loss: 0.0310521 | Time: 9538.02 ms
[2022-03-23 07:00:06 main:574] : INFO : Epoch 2039 | loss: 0.0310476 | val_loss: 0.031042 | Time: 9380.45 ms
[2022-03-23 07:00:16 main:574] : INFO : Epoch 2040 | loss: 0.0310341 | val_loss: 0.0310341 | Time: 9540.53 ms
[2022-03-23 07:00:25 main:574] : INFO : Epoch 2041 | loss: 0.0310307 | val_loss: 0.0310352 | Time: 9556.21 ms
[2022-03-23 07:00:35 main:574] : INFO : Epoch 2042 | loss: 0.0310336 | val_loss: 0.0310539 | Time: 9554.29 ms
[2022-03-23 07:00:44 main:574] : INFO : Epoch 2043 | loss: 0.0310484 | val_loss: 0.0310478 | Time: 9519.28 ms
[2022-03-23 07:00:54 main:574] : INFO : Epoch 2044 | loss: 0.0310433 | val_loss: 0.0310515 | Time: 9548.44 ms
[2022-03-23 07:01:04 main:574] : INFO : Epoch 2045 | loss: 0.0310539 | val_loss: 0.0310826 | Time: 9556.27 ms
[2022-03-23 07:01:13 main:574] : INFO : Epoch 2046 | loss: 0.0310866 | val_loss: 0.0310698 | Time: 9813.06 ms
[2022-03-23 07:01:23 main:574] : INFO : Epoch 2047 | loss: 0.0310658 | val_loss: 0.0310616 | Time: 9716.15 ms
[2022-03-23 07:01:33 main:574] : INFO : Epoch 2048 | loss: 0.0310534 | val_loss: 0.03106 | Time: 9895.08 ms
[2022-03-23 07:01:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03106
[2022-03-23 07:01:33 main:603] : INFO : Saving end state to config to file
[2022-03-23 07:01:33 main:608] : INFO : Success, exiting..
07:01:33 (10024): 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)