Task 14543623
| Name | ParityModified-1647045712-25491-3-0_0 |
| Workunit | 11574672 |
| Created | 7 Apr 2022, 18:50:27 UTC |
| Sent | 10 Apr 2022, 8:41:41 UTC |
| Report deadline | 18 Apr 2022, 8:41:41 UTC |
| Received | 11 Apr 2022, 0:09:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17056 |
| Run time | 3 hours 1 min 49 sec |
| CPU time | 2 hours 57 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,162.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.91 GB |
| Peak swap size | 4.70 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: 0.0311546 | val_loss: 0.03119 | Time: 2872.57 ms
[2022-04-10 18:26:09 main:574] : INFO : Epoch 1543 | loss: 0.0311511 | val_loss: 0.031187 | Time: 2792.97 ms
[2022-04-10 18:26:12 main:574] : INFO : Epoch 1544 | loss: 0.0311508 | val_loss: 0.0311891 | Time: 2796.42 ms
[2022-04-10 18:26:15 main:574] : INFO : Epoch 1545 | loss: 0.0311558 | val_loss: 0.0311877 | Time: 2789.12 ms
[2022-04-10 18:26:17 main:574] : INFO : Epoch 1546 | loss: 0.0311539 | val_loss: 0.0311917 | Time: 2823.58 ms
[2022-04-10 18:26:20 main:574] : INFO : Epoch 1547 | loss: 0.0311534 | val_loss: 0.031187 | Time: 2822.3 ms
[2022-04-10 18:26:23 main:574] : INFO : Epoch 1548 | loss: 0.0311549 | val_loss: 0.0311924 | Time: 2785.65 ms
[2022-04-10 18:26:26 main:574] : INFO : Epoch 1549 | loss: 0.0311569 | val_loss: 0.0311932 | Time: 2790.63 ms
[2022-04-10 18:26:29 main:574] : INFO : Epoch 1550 | loss: 0.031156 | val_loss: 0.031192 | Time: 2772.35 ms
[2022-04-10 18:26:31 main:574] : INFO : Epoch 1551 | loss: 0.0311521 | val_loss: 0.0311924 | Time: 2830.66 ms
[2022-04-10 18:26:34 main:574] : INFO : Epoch 1552 | loss: 0.0311531 | val_loss: 0.0311894 | Time: 2829.87 ms
[2022-04-10 18:26:37 main:574] : INFO : Epoch 1553 | loss: 0.0311521 | val_loss: 0.0311917 | Time: 3010.98 ms
[2022-04-10 18:26:40 main:574] : INFO : Epoch 1554 | loss: 0.0311561 | val_loss: 0.0311852 | Time: 3045.94 ms
[2022-04-10 18:26:43 main:574] : INFO : Epoch 1555 | loss: 0.0311542 | val_loss: 0.031186 | Time: 2904.67 ms
[2022-04-10 18:26:46 main:574] : INFO : Epoch 1556 | loss: 0.0311547 | val_loss: 0.0311851 | Time: 2865.03 ms
[2022-04-10 18:26:49 main:574] : INFO : Epoch 1557 | loss: 0.0311511 | val_loss: 0.0311872 | Time: 2850.85 ms
[2022-04-10 18:26:52 main:574] : INFO : Epoch 1558 | loss: 0.0311522 | val_loss: 0.0311924 | Time: 2764.5 ms
[2022-04-10 18:26:55 main:574] : INFO : Epoch 1559 | loss: 0.0311545 | val_loss: 0.0311913 | Time: 2793.56 ms
[2022-04-10 18:26:57 main:574] : INFO : Epoch 1560 | loss: 0.0311539 | val_loss: 0.0311893 | Time: 2766.92 ms
[2022-04-10 18:27:00 main:574] : INFO : Epoch 1561 | loss: 0.0311518 | val_loss: 0.0311846 | Time: 2827.74 ms
[2022-04-10 18:27:03 main:574] : INFO : Epoch 1562 | loss: 0.0311554 | val_loss: 0.0311868 | Time: 2836.54 ms
[2022-04-10 18:27:06 main:574] : INFO : Epoch 1563 | loss: 0.0311569 | val_loss: 0.0311884 | Time: 2794.67 ms
[2022-04-10 18:27:09 main:574] : INFO : Epoch 1564 | loss: 0.0311541 | val_loss: 0.0311864 | Time: 2822.76 ms
[2022-04-10 18:27:12 main:574] : INFO : Epoch 1565 | loss: 0.0311523 | val_loss: 0.0311849 | Time: 2802.1 ms
[2022-04-10 18:27:14 main:574] : INFO : Epoch 1566 | loss: 0.0311495 | val_loss: 0.0311887 | Time: 2844.99 ms
[2022-04-10 18:27:17 main:574] : INFO : Epoch 1567 | loss: 0.0311493 | val_loss: 0.0311877 | Time: 2811.45 ms
[2022-04-10 18:27:20 main:574] : INFO : Epoch 1568 | loss: 0.0311503 | val_loss: 0.0311849 | Time: 2908.54 ms
[2022-04-10 18:27:23 main:574] : INFO : Epoch 1569 | loss: 0.0311496 | val_loss: 0.031187 | Time: 2818.1 ms
[2022-04-10 18:27:26 main:574] : INFO : Epoch 1570 | loss: 0.0311492 | val_loss: 0.0311885 | Time: 2798.45 ms
[2022-04-10 18:27:29 main:574] : INFO : Epoch 1571 | loss: 0.0311487 | val_loss: 0.031189 | Time: 2833.2 ms
[2022-04-10 18:27:31 main:574] : INFO : Epoch 1572 | loss: 0.0311505 | val_loss: 0.0311861 | Time: 2771.87 ms
[2022-04-10 18:27:34 main:574] : INFO : Epoch 1573 | loss: 0.0311506 | val_loss: 0.0311885 | Time: 2819.83 ms
[2022-04-10 18:27:37 main:574] : INFO : Epoch 1574 | loss: 0.0311517 | val_loss: 0.0311868 | Time: 2774.53 ms
[2022-04-10 18:27:40 main:574] : INFO : Epoch 1575 | loss: 0.0311548 | val_loss: 0.0311858 | Time: 2955.17 ms
[2022-04-10 18:27:43 main:574] : INFO : Epoch 1576 | loss: 0.031152 | val_loss: 0.0311869 | Time: 3119.65 ms
[2022-04-10 18:27:46 main:574] : INFO : Epoch 1577 | loss: 0.0311558 | val_loss: 0.0311918 | Time: 2844.14 ms
[2022-04-10 18:27:49 main:574] : INFO : Epoch 1578 | loss: 0.0311544 | val_loss: 0.0311897 | Time: 2890.53 ms
[2022-04-10 18:27:52 main:574] : INFO : Epoch 1579 | loss: 0.0311529 | val_loss: 0.0311852 | Time: 2810.42 ms
[2022-04-10 18:27:54 main:574] : INFO : Epoch 1580 | loss: 0.0311513 | val_loss: 0.0311822 | Time: 2785.85 ms
[2022-04-10 18:27:57 main:574] : INFO : Epoch 1581 | loss: 0.0311498 | val_loss: 0.0311902 | Time: 2795.97 ms
[2022-04-10 18:28:00 main:574] : INFO : Epoch 1582 | loss: 0.0311516 | val_loss: 0.031186 | Time: 2773.3 ms
[2022-04-10 18:28:03 main:574] : INFO : Epoch 1583 | loss: 0.0311498 | val_loss: 0.0311885 | Time: 2816.3 ms
[2022-04-10 18:28:06 main:574] : INFO : Epoch 1584 | loss: 0.0311488 | val_loss: 0.0311919 | Time: 2789.42 ms
[2022-04-10 18:28:08 main:574] : INFO : Epoch 1585 | loss: 0.0311476 | val_loss: 0.0311928 | Time: 2760.94 ms
[2022-04-10 18:28:11 main:574] : INFO : Epoch 1586 | loss: 0.0311473 | val_loss: 0.0311889 | Time: 2814.65 ms
[2022-04-10 18:28:14 main:574] : INFO : Epoch 1587 | loss: 0.0311475 | val_loss: 0.0311859 | Time: 2826.18 ms
[2022-04-10 18:28:17 main:574] : INFO : Epoch 1588 | loss: 0.0311464 | val_loss: 0.0311931 | Time: 2823.67 ms
[2022-04-10 18:28:20 main:574] : INFO : Epoch 1589 | loss: 0.0311455 | val_loss: 0.0311911 | Time: 2812.87 ms
[2022-04-10 18:28:23 main:574] : INFO : Epoch 1590 | loss: 0.031147 | val_loss: 0.0311961 | Time: 2776.51 ms
[2022-04-10 18:28:25 main:574] : INFO : Epoch 1591 | loss: 0.0311526 | val_loss: 0.031194 | Time: 2804.12 ms
[2022-04-10 18:28:28 main:574] : INFO : Epoch 1592 | loss: 0.031151 | val_loss: 0.0311869 | Time: 2816.65 ms
[2022-04-10 18:28:31 main:574] : INFO : Epoch 1593 | loss: 0.0311523 | val_loss: 0.0311869 | Time: 2790.93 ms
[2022-04-10 18:28:34 main:574] : INFO : Epoch 1594 | loss: 0.0311556 | val_loss: 0.0311902 | Time: 2800.01 ms
[2022-04-10 18:28:37 main:574] : INFO : Epoch 1595 | loss: 0.0311567 | val_loss: 0.0311842 | Time: 2778.48 ms
[2022-04-10 18:28:39 main:574] : INFO : Epoch 1596 | loss: 0.0311556 | val_loss: 0.0311874 | Time: 2755.38 ms
[2022-04-10 18:28:42 main:574] : INFO : Epoch 1597 | loss: 0.0311571 | val_loss: 0.031189 | Time: 2778.75 ms
[2022-04-10 18:28:45 main:574] : INFO : Epoch 1598 | loss: 0.0311551 | val_loss: 0.0311858 | Time: 3160.2 ms
[2022-04-10 18:28:48 main:574] : INFO : Epoch 1599 | loss: 0.0311578 | val_loss: 0.0311855 | Time: 2968.61 ms
[2022-04-10 18:28:51 main:574] : INFO : Epoch 1600 | loss: 0.0311577 | val_loss: 0.0311825 | Time: 2764.04 ms
[2022-04-10 18:28:54 main:574] : INFO : Epoch 1601 | loss: 0.0311557 | val_loss: 0.0311909 | Time: 2829 ms
[2022-04-10 18:28:57 main:574] : INFO : Epoch 1602 | loss: 0.0311576 | val_loss: 0.0311819 | Time: 2782.62 ms
[2022-04-10 18:29:00 main:574] : INFO : Epoch 1603 | loss: 0.031155 | val_loss: 0.0311817 | Time: 2803.64 ms
[2022-04-10 18:29:02 main:574] : INFO : Epoch 1604 | loss: 0.0311544 | val_loss: 0.0311838 | Time: 2843.3 ms
[2022-04-10 18:29:05 main:574] : INFO : Epoch 1605 | loss: 0.0311581 | val_loss: 0.0311887 | Time: 2817.35 ms
[2022-04-10 18:29:08 main:574] : INFO : Epoch 1606 | loss: 0.0311583 | val_loss: 0.0311839 | Time: 2800.88 ms
[2022-04-10 18:29:11 main:574] : INFO : Epoch 1607 | loss: 0.0311591 | val_loss: 0.031187 | Time: 2814.62 ms
[2022-04-10 18:29:14 main:574] : INFO : Epoch 1608 | loss: 0.0311631 | val_loss: 0.0311826 | Time: 2782.98 ms
[2022-04-10 18:29:16 main:574] : INFO : Epoch 1609 | loss: 0.0311608 | val_loss: 0.0311854 | Time: 2795.81 ms
[2022-04-10 18:29:19 main:574] : INFO : Epoch 1610 | loss: 0.0311608 | val_loss: 0.031188 | Time: 2802.29 ms
[2022-04-10 18:29:22 main:574] : INFO : Epoch 1611 | loss: 0.0311584 | val_loss: 0.0311949 | Time: 2866.4 ms
[2022-04-10 18:29:25 main:574] : INFO : Epoch 1612 | loss: 0.0311585 | val_loss: 0.0311849 | Time: 2844.67 ms
[2022-04-10 18:29:28 main:574] : INFO : Epoch 1613 | loss: 0.0311569 | val_loss: 0.0311873 | Time: 2841.47 ms
[2022-04-10 18:29:31 main:574] : INFO : Epoch 1614 | loss: 0.0311559 | val_loss: 0.0311855 | Time: 2789.32 ms
[2022-04-10 18:29:33 main:574] : INFO : Epoch 1615 | loss: 0.0311566 | val_loss: 0.0311886 | Time: 2777.02 ms
[2022-04-10 18:29:36 main:574] : INFO : Epoch 1616 | loss: 0.0311719 | val_loss: 0.0311931 | Time: 2804.76 ms
[2022-04-10 18:29:39 main:574] : INFO : Epoch 1617 | loss: 0.0311775 | val_loss: 0.0311974 | Time: 2836.15 ms
[2022-04-10 18:29:42 main:574] : INFO : Epoch 1618 | loss: 0.0311939 | val_loss: 0.0312098 | Time: 2798.8 ms
[2022-04-10 18:29:45 main:574] : INFO : Epoch 1619 | loss: 0.0311982 | val_loss: 0.0312119 | Time: 2825.23 ms
[2022-04-10 18:29:48 main:574] : INFO : Epoch 1620 | loss: 0.0311913 | val_loss: 0.0312028 | Time: 2950.84 ms
[2022-04-10 18:29:51 main:574] : INFO : Epoch 1621 | loss: 0.0311843 | val_loss: 0.0311987 | Time: 3092.45 ms
[2022-04-10 18:29:54 main:574] : INFO : Epoch 1622 | loss: 0.0311815 | val_loss: 0.0312007 | Time: 2834.53 ms
[2022-04-10 18:29:57 main:574] : INFO : Epoch 1623 | loss: 0.031177 | val_loss: 0.0311938 | Time: 2825.01 ms
[2022-04-10 18:29:59 main:574] : INFO : Epoch 1624 | loss: 0.0311735 | val_loss: 0.0311901 | Time: 2787.86 ms
[2022-04-10 18:30:02 main:574] : INFO : Epoch 1625 | loss: 0.0311726 | val_loss: 0.0311917 | Time: 2810.89 ms
[2022-04-10 18:30:05 main:574] : INFO : Epoch 1626 | loss: 0.0311701 | val_loss: 0.0311892 | Time: 2813.02 ms
[2022-04-10 18:30:08 main:574] : INFO : Epoch 1627 | loss: 0.0311673 | val_loss: 0.0311888 | Time: 2821.92 ms
[2022-04-10 18:30:11 main:574] : INFO : Epoch 1628 | loss: 0.0311655 | val_loss: 0.0311892 | Time: 2796.35 ms
[2022-04-10 18:30:13 main:574] : INFO : Epoch 1629 | loss: 0.0311631 | val_loss: 0.0311877 | Time: 2806.16 ms
[2022-04-10 18:30:16 main:574] : INFO : Epoch 1630 | loss: 0.0311636 | val_loss: 0.0311883 | Time: 2796.63 ms
[2022-04-10 18:30:19 main:574] : INFO : Epoch 1631 | loss: 0.0311613 | val_loss: 0.0311875 | Time: 2824.09 ms
[2022-04-10 18:30:22 main:574] : INFO : Epoch 1632 | loss: 0.0311611 | val_loss: 0.0311935 | Time: 2766.65 ms
[2022-04-10 18:30:25 main:574] : INFO : Epoch 1633 | loss: 0.0311613 | val_loss: 0.0311897 | Time: 2764.72 ms
[2022-04-10 18:30:27 main:574] : INFO : Epoch 1634 | loss: 0.0311631 | val_loss: 0.0311892 | Time: 2796.9 ms
[2022-04-10 18:30:30 main:574] : INFO : Epoch 1635 | loss: 0.0311631 | val_loss: 0.031188 | Time: 2768.57 ms
[2022-04-10 18:30:33 main:574] : INFO : Epoch 1636 | loss: 0.0311637 | val_loss: 0.0311889 | Time: 2839.7 ms
[2022-04-10 18:30:36 main:574] : INFO : Epoch 1637 | loss: 0.0311615 | val_loss: 0.0311882 | Time: 2800.52 ms
[2022-04-10 18:30:39 main:574] : INFO : Epoch 1638 | loss: 0.0311593 | val_loss: 0.0311882 | Time: 2939.16 ms
[2022-04-10 18:30:42 main:574] : INFO : Epoch 1639 | loss: 0.0311606 | val_loss: 0.0311909 | Time: 2811.46 ms
[2022-04-10 18:30:44 main:574] : INFO : Epoch 1640 | loss: 0.0311592 | val_loss: 0.0311869 | Time: 2771.84 ms
[2022-04-10 18:30:47 main:574] : INFO : Epoch 1641 | loss: 0.0311593 | val_loss: 0.0311908 | Time: 2791.85 ms
[2022-04-10 18:30:50 main:574] : INFO : Epoch 1642 | loss: 0.0311575 | val_loss: 0.0311895 | Time: 2802.83 ms
[2022-04-10 18:30:53 main:574] : INFO : Epoch 1643 | loss: 0.0311584 | val_loss: 0.0311907 | Time: 3007.36 ms
[2022-04-10 18:30:56 main:574] : INFO : Epoch 1644 | loss: 0.031159 | val_loss: 0.0311866 | Time: 3083.78 ms
[2022-04-10 18:30:59 main:574] : INFO : Epoch 1645 | loss: 0.0311576 | val_loss: 0.0311871 | Time: 2906.8 ms
[2022-04-10 18:31:02 main:574] : INFO : Epoch 1646 | loss: 0.0311569 | val_loss: 0.0311882 | Time: 2854.12 ms
[2022-04-10 18:31:05 main:574] : INFO : Epoch 1647 | loss: 0.0311594 | val_loss: 0.0311932 | Time: 2905.89 ms
[2022-04-10 18:31:08 main:574] : INFO : Epoch 1648 | loss: 0.0311549 | val_loss: 0.0311878 | Time: 2809.2 ms
[2022-04-10 18:31:11 main:574] : INFO : Epoch 1649 | loss: 0.0311542 | val_loss: 0.0311905 | Time: 2807.31 ms
[2022-04-10 18:31:13 main:574] : INFO : Epoch 1650 | loss: 0.0311547 | val_loss: 0.0311908 | Time: 2750.64 ms
[2022-04-10 18:31:16 main:574] : INFO : Epoch 1651 | loss: 0.0311623 | val_loss: 0.0311922 | Time: 2847.89 ms
[2022-04-10 18:31:19 main:574] : INFO : Epoch 1652 | loss: 0.0311612 | val_loss: 0.0311843 | Time: 2842.41 ms
[2022-04-10 18:31:22 main:574] : INFO : Epoch 1653 | loss: 0.031173 | val_loss: 0.0311952 | Time: 2825.08 ms
[2022-04-10 18:31:25 main:574] : INFO : Epoch 1654 | loss: 0.0311802 | val_loss: 0.0311909 | Time: 2804.09 ms
[2022-04-10 18:31:27 main:574] : INFO : Epoch 1655 | loss: 0.0311804 | val_loss: 0.0311894 | Time: 2832.48 ms
[2022-04-10 18:31:30 main:574] : INFO : Epoch 1656 | loss: 0.0311789 | val_loss: 0.0311892 | Time: 2805.72 ms
[2022-04-10 18:31:33 main:574] : INFO : Epoch 1657 | loss: 0.0311796 | val_loss: 0.0311905 | Time: 2792.22 ms
[2022-04-10 18:31:36 main:574] : INFO : Epoch 1658 | loss: 0.0311781 | val_loss: 0.0311921 | Time: 2866.94 ms
[2022-04-10 18:31:39 main:574] : INFO : Epoch 1659 | loss: 0.0311764 | val_loss: 0.0311906 | Time: 2810.64 ms
[2022-04-10 18:31:42 main:574] : INFO : Epoch 1660 | loss: 0.0311736 | val_loss: 0.0311921 | Time: 2783.4 ms
[2022-04-10 18:31:44 main:574] : INFO : Epoch 1661 | loss: 0.0311742 | val_loss: 0.0311894 | Time: 2813.46 ms
[2022-04-10 18:31:47 main:574] : INFO : Epoch 1662 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 2772.58 ms
[2022-04-10 18:31:50 main:574] : INFO : Epoch 1663 | loss: 0.0311753 | val_loss: 0.0311887 | Time: 2813.47 ms
[2022-04-10 18:31:53 main:574] : INFO : Epoch 1664 | loss: 0.0311736 | val_loss: 0.0311873 | Time: 2782.22 ms
[2022-04-10 18:31:56 main:574] : INFO : Epoch 1665 | loss: 0.031173 | val_loss: 0.0311872 | Time: 2795.4 ms
[2022-04-10 18:31:59 main:574] : INFO : Epoch 1666 | loss: 0.0311748 | val_loss: 0.031189 | Time: 3043.58 ms
[2022-04-10 18:32:02 main:574] : INFO : Epoch 1667 | loss: 0.031172 | val_loss: 0.0311913 | Time: 3037.49 ms
[2022-04-10 18:32:05 main:574] : INFO : Epoch 1668 | loss: 0.0311734 | val_loss: 0.0311904 | Time: 2811.07 ms
[2022-04-10 18:32:07 main:574] : INFO : Epoch 1669 | loss: 0.0311724 | val_loss: 0.0311931 | Time: 2842.5 ms
[2022-04-10 18:32:10 main:574] : INFO : Epoch 1670 | loss: 0.0311714 | val_loss: 0.0311918 | Time: 2789.56 ms
[2022-04-10 18:32:13 main:574] : INFO : Epoch 1671 | loss: 0.0311717 | val_loss: 0.0311935 | Time: 2793.86 ms
[2022-04-10 18:32:16 main:574] : INFO : Epoch 1672 | loss: 0.0311726 | val_loss: 0.0311938 | Time: 2824.45 ms
[2022-04-10 18:32:19 main:574] : INFO : Epoch 1673 | loss: 0.0311713 | val_loss: 0.0311951 | Time: 2848.02 ms
[2022-04-10 18:32:22 main:574] : INFO : Epoch 1674 | loss: 0.0311689 | val_loss: 0.0311949 | Time: 2803.63 ms
[2022-04-10 18:32:24 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.0311913 | Time: 2819.02 ms
[2022-04-10 18:32:27 main:574] : INFO : Epoch 1676 | loss: 0.0311701 | val_loss: 0.0311965 | Time: 2776.51 ms
[2022-04-10 18:32:30 main:574] : INFO : Epoch 1677 | loss: 0.0311684 | val_loss: 0.0311936 | Time: 2789.59 ms
[2022-04-10 18:32:33 main:574] : INFO : Epoch 1678 | loss: 0.0311669 | val_loss: 0.031196 | Time: 2805.94 ms
[2022-04-10 18:32:36 main:574] : INFO : Epoch 1679 | loss: 0.0311666 | val_loss: 0.0311953 | Time: 2827.66 ms
[2022-04-10 18:32:38 main:574] : INFO : Epoch 1680 | loss: 0.0311659 | val_loss: 0.0311957 | Time: 2803.92 ms
[2022-04-10 18:32:41 main:574] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.0311954 | Time: 2762.47 ms
[2022-04-10 18:32:44 main:574] : INFO : Epoch 1682 | loss: 0.0311663 | val_loss: 0.0311992 | Time: 2832.16 ms
[2022-04-10 18:32:47 main:574] : INFO : Epoch 1683 | loss: 0.0311702 | val_loss: 0.0311915 | Time: 2749.37 ms
[2022-04-10 18:32:50 main:574] : INFO : Epoch 1684 | loss: 0.031172 | val_loss: 0.031194 | Time: 2820.19 ms
[2022-04-10 18:32:52 main:574] : INFO : Epoch 1685 | loss: 0.0311786 | val_loss: 0.0311936 | Time: 2793.24 ms
[2022-04-10 18:32:55 main:574] : INFO : Epoch 1686 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 2788.41 ms
[2022-04-10 18:32:58 main:574] : INFO : Epoch 1687 | loss: 0.031175 | val_loss: 0.0311909 | Time: 2787.85 ms
[2022-04-10 18:33:01 main:574] : INFO : Epoch 1688 | loss: 0.0311718 | val_loss: 0.0311927 | Time: 2869.71 ms
[2022-04-10 18:33:04 main:574] : INFO : Epoch 1689 | loss: 0.0311706 | val_loss: 0.0311926 | Time: 3098.29 ms
[2022-04-10 18:33:07 main:574] : INFO : Epoch 1690 | loss: 0.0311686 | val_loss: 0.0311898 | Time: 2943.26 ms
[2022-04-10 18:33:10 main:574] : INFO : Epoch 1691 | loss: 0.031167 | val_loss: 0.0311904 | Time: 2807.11 ms
[2022-04-10 18:33:13 main:574] : INFO : Epoch 1692 | loss: 0.0311667 | val_loss: 0.0311866 | Time: 2769.7 ms
[2022-04-10 18:33:15 main:574] : INFO : Epoch 1693 | loss: 0.0311663 | val_loss: 0.0311873 | Time: 2829.11 ms
[2022-04-10 18:33:18 main:574] : INFO : Epoch 1694 | loss: 0.0311659 | val_loss: 0.0311906 | Time: 2774.22 ms
[2022-04-10 18:33:21 main:574] : INFO : Epoch 1695 | loss: 0.0311688 | val_loss: 0.031194 | Time: 2897.33 ms
[2022-04-10 18:33:24 main:574] : INFO : Epoch 1696 | loss: 0.0311663 | val_loss: 0.0311876 | Time: 2770.73 ms
[2022-04-10 18:33:27 main:574] : INFO : Epoch 1697 | loss: 0.0311659 | val_loss: 0.0311885 | Time: 2791.26 ms
[2022-04-10 18:33:29 main:574] : INFO : Epoch 1698 | loss: 0.0311643 | val_loss: 0.0311892 | Time: 2786.78 ms
[2022-04-10 18:33:32 main:574] : INFO : Epoch 1699 | loss: 0.0311671 | val_loss: 0.0311923 | Time: 2796.13 ms
[2022-04-10 18:33:35 main:574] : INFO : Epoch 1700 | loss: 0.0311691 | val_loss: 0.0311895 | Time: 2801.37 ms
[2022-04-10 18:33:38 main:574] : INFO : Epoch 1701 | loss: 0.0311636 | val_loss: 0.0311919 | Time: 2794.74 ms
[2022-04-10 18:33:41 main:574] : INFO : Epoch 1702 | loss: 0.0311621 | val_loss: 0.0311881 | Time: 2776.55 ms
[2022-04-10 18:33:43 main:574] : INFO : Epoch 1703 | loss: 0.0311643 | val_loss: 0.0311954 | Time: 2797.92 ms
[2022-04-10 18:33:46 main:574] : INFO : Epoch 1704 | loss: 0.0311636 | val_loss: 0.0311884 | Time: 2857.13 ms
[2022-04-10 18:33:49 main:574] : INFO : Epoch 1705 | loss: 0.0311664 | val_loss: 0.0311884 | Time: 2784.26 ms
[2022-04-10 18:33:52 main:574] : INFO : Epoch 1706 | loss: 0.031165 | val_loss: 0.0311885 | Time: 2766.9 ms
[2022-04-10 18:33:55 main:574] : INFO : Epoch 1707 | loss: 0.031166 | val_loss: 0.0311876 | Time: 2821.24 ms
[2022-04-10 18:33:58 main:574] : INFO : Epoch 1708 | loss: 0.0311652 | val_loss: 0.0311921 | Time: 2860.73 ms
[2022-04-10 18:34:00 main:574] : INFO : Epoch 1709 | loss: 0.0311684 | val_loss: 0.0311858 | Time: 2739.16 ms
[2022-04-10 18:34:03 main:574] : INFO : Epoch 1710 | loss: 0.0311663 | val_loss: 0.0311865 | Time: 2829.53 ms
[2022-04-10 18:34:06 main:574] : INFO : Epoch 1711 | loss: 0.0311643 | val_loss: 0.0311881 | Time: 2851.46 ms
[2022-04-10 18:34:09 main:574] : INFO : Epoch 1712 | loss: 0.0311621 | val_loss: 0.0311907 | Time: 3117.7 ms
[2022-04-10 18:34:12 main:574] : INFO : Epoch 1713 | loss: 0.0311664 | val_loss: 0.031188 | Time: 2861.46 ms
[2022-04-10 18:34:15 main:574] : INFO : Epoch 1714 | loss: 0.0312041 | val_loss: 0.0312097 | Time: 2833.19 ms
[2022-04-10 18:34:18 main:574] : INFO : Epoch 1715 | loss: 0.031211 | val_loss: 0.0312114 | Time: 2819.06 ms
[2022-04-10 18:34:21 main:574] : INFO : Epoch 1716 | loss: 0.0312122 | val_loss: 0.0312071 | Time: 2879.87 ms
[2022-04-10 18:34:23 main:574] : INFO : Epoch 1717 | loss: 0.0312032 | val_loss: 0.0312033 | Time: 2788.9 ms
[2022-04-10 18:34:26 main:574] : INFO : Epoch 1718 | loss: 0.0312013 | val_loss: 0.0312012 | Time: 2845.32 ms
[2022-04-10 18:34:29 main:574] : INFO : Epoch 1719 | loss: 0.0311983 | val_loss: 0.0312 | Time: 2878.94 ms
[2022-04-10 18:34:32 main:574] : INFO : Epoch 1720 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 2804.44 ms
[2022-04-10 18:34:35 main:574] : INFO : Epoch 1721 | loss: 0.0311946 | val_loss: 0.0312 | Time: 2778.29 ms
[2022-04-10 18:34:38 main:574] : INFO : Epoch 1722 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 2800.47 ms
[2022-04-10 18:34:40 main:574] : INFO : Epoch 1723 | loss: 0.0312019 | val_loss: 0.0312106 | Time: 2831.62 ms
[2022-04-10 18:34:43 main:574] : INFO : Epoch 1724 | loss: 0.0312125 | val_loss: 0.0312101 | Time: 2813.38 ms
[2022-04-10 18:34:46 main:574] : INFO : Epoch 1725 | loss: 0.0312084 | val_loss: 0.031207 | Time: 2803.24 ms
[2022-04-10 18:34:49 main:574] : INFO : Epoch 1726 | loss: 0.0312088 | val_loss: 0.0312078 | Time: 2776.21 ms
[2022-04-10 18:34:52 main:574] : INFO : Epoch 1727 | loss: 0.0312072 | val_loss: 0.0312058 | Time: 2812.85 ms
[2022-04-10 18:34:55 main:574] : INFO : Epoch 1728 | loss: 0.0312053 | val_loss: 0.0312283 | Time: 2799.16 ms
[2022-04-10 18:34:57 main:574] : INFO : Epoch 1729 | loss: 0.0312244 | val_loss: 0.0312272 | Time: 2802.08 ms
[2022-04-10 18:35:00 main:574] : INFO : Epoch 1730 | loss: 0.0312238 | val_loss: 0.0312264 | Time: 2811.26 ms
[2022-04-10 18:35:03 main:574] : INFO : Epoch 1731 | loss: 0.0312222 | val_loss: 0.0312264 | Time: 2749.47 ms
[2022-04-10 18:35:06 main:574] : INFO : Epoch 1732 | loss: 0.0312198 | val_loss: 0.0312234 | Time: 2791.92 ms
[2022-04-10 18:35:09 main:574] : INFO : Epoch 1733 | loss: 0.0312174 | val_loss: 0.0312237 | Time: 2839.6 ms
[2022-04-10 18:35:12 main:574] : INFO : Epoch 1734 | loss: 0.0312159 | val_loss: 0.0312216 | Time: 3068.11 ms
[2022-04-10 18:35:15 main:574] : INFO : Epoch 1735 | loss: 0.0312143 | val_loss: 0.031221 | Time: 2963.12 ms
[2022-04-10 18:35:17 main:574] : INFO : Epoch 1736 | loss: 0.0312138 | val_loss: 0.0312196 | Time: 2867.69 ms
[2022-04-10 18:35:20 main:574] : INFO : Epoch 1737 | loss: 0.0312118 | val_loss: 0.0312211 | Time: 2790.06 ms
[2022-04-10 18:35:23 main:574] : INFO : Epoch 1738 | loss: 0.0312116 | val_loss: 0.0312174 | Time: 2814.65 ms
[2022-04-10 18:35:26 main:574] : INFO : Epoch 1739 | loss: 0.0312102 | val_loss: 0.0312187 | Time: 2811.51 ms
[2022-04-10 18:35:29 main:574] : INFO : Epoch 1740 | loss: 0.0312089 | val_loss: 0.0312186 | Time: 2769.02 ms
[2022-04-10 18:35:32 main:574] : INFO : Epoch 1741 | loss: 0.0312082 | val_loss: 0.0312161 | Time: 2764.49 ms
[2022-04-10 18:35:34 main:574] : INFO : Epoch 1742 | loss: 0.0312067 | val_loss: 0.0312131 | Time: 2765.81 ms
[2022-04-10 18:35:37 main:574] : INFO : Epoch 1743 | loss: 0.031207 | val_loss: 0.0312128 | Time: 2755.79 ms
[2022-04-10 18:35:40 main:574] : INFO : Epoch 1744 | loss: 0.0312074 | val_loss: 0.0312122 | Time: 2797.01 ms
[2022-04-10 18:35:43 main:574] : INFO : Epoch 1745 | loss: 0.0312031 | val_loss: 0.0312121 | Time: 2830.15 ms
[2022-04-10 18:35:46 main:574] : INFO : Epoch 1746 | loss: 0.0312023 | val_loss: 0.0312117 | Time: 2807.34 ms
[2022-04-10 18:35:48 main:574] : INFO : Epoch 1747 | loss: 0.031202 | val_loss: 0.031217 | Time: 2822.7 ms
[2022-04-10 18:35:51 main:574] : INFO : Epoch 1748 | loss: 0.0312016 | val_loss: 0.0312137 | Time: 2836.79 ms
[2022-04-10 18:35:54 main:574] : INFO : Epoch 1749 | loss: 0.0312011 | val_loss: 0.0312122 | Time: 2809.14 ms
[2022-04-10 18:35:57 main:574] : INFO : Epoch 1750 | loss: 0.031201 | val_loss: 0.0312114 | Time: 2819.32 ms
[2022-04-10 18:36:00 main:574] : INFO : Epoch 1751 | loss: 0.031201 | val_loss: 0.0312109 | Time: 2852.09 ms
[2022-04-10 18:36:03 main:574] : INFO : Epoch 1752 | loss: 0.0311991 | val_loss: 0.0312104 | Time: 2804.14 ms
[2022-04-10 18:36:05 main:574] : INFO : Epoch 1753 | loss: 0.0311988 | val_loss: 0.0312103 | Time: 2817.82 ms
[2022-04-10 18:36:08 main:574] : INFO : Epoch 1754 | loss: 0.0311975 | val_loss: 0.0312124 | Time: 2804.03 ms
[2022-04-10 18:36:11 main:574] : INFO : Epoch 1755 | loss: 0.0311976 | val_loss: 0.0312118 | Time: 2793.82 ms
[2022-04-10 18:36:14 main:574] : INFO : Epoch 1756 | loss: 0.031199 | val_loss: 0.0312082 | Time: 2888.08 ms
[2022-04-10 18:36:17 main:574] : INFO : Epoch 1757 | loss: 0.0311982 | val_loss: 0.0312141 | Time: 3115.69 ms
[2022-04-10 18:36:20 main:574] : INFO : Epoch 1758 | loss: 0.0311962 | val_loss: 0.0312111 | Time: 2892.56 ms
[2022-04-10 18:36:23 main:574] : INFO : Epoch 1759 | loss: 0.0311964 | val_loss: 0.0312157 | Time: 2803.22 ms
[2022-04-10 18:36:26 main:574] : INFO : Epoch 1760 | loss: 0.031196 | val_loss: 0.0312094 | Time: 2800.68 ms
[2022-04-10 18:36:28 main:574] : INFO : Epoch 1761 | loss: 0.031195 | val_loss: 0.0312084 | Time: 2798.24 ms
[2022-04-10 18:36:31 main:574] : INFO : Epoch 1762 | loss: 0.031194 | val_loss: 0.0312096 | Time: 2811.24 ms
[2022-04-10 18:36:34 main:574] : INFO : Epoch 1763 | loss: 0.031196 | val_loss: 0.0312105 | Time: 2763.43 ms
[2022-04-10 18:36:37 main:574] : INFO : Epoch 1764 | loss: 0.0311996 | val_loss: 0.0312101 | Time: 2751.23 ms
[2022-04-10 18:36:39 main:574] : INFO : Epoch 1765 | loss: 0.0312033 | val_loss: 0.0312092 | Time: 2768.51 ms
[2022-04-10 18:36:42 main:574] : INFO : Epoch 1766 | loss: 0.031201 | val_loss: 0.0312081 | Time: 2785.51 ms
[2022-04-10 18:36:45 main:574] : INFO : Epoch 1767 | loss: 0.0312 | val_loss: 0.0312074 | Time: 2795.85 ms
[2022-04-10 18:36:48 main:574] : INFO : Epoch 1768 | loss: 0.0311995 | val_loss: 0.0312088 | Time: 2773.81 ms
[2022-04-10 18:36:51 main:574] : INFO : Epoch 1769 | loss: 0.0311996 | val_loss: 0.0312095 | Time: 2807.9 ms
[2022-04-10 18:36:54 main:574] : INFO : Epoch 1770 | loss: 0.0311966 | val_loss: 0.0312102 | Time: 2842.32 ms
[2022-04-10 18:36:56 main:574] : INFO : Epoch 1771 | loss: 0.0311971 | val_loss: 0.0312173 | Time: 2837.98 ms
[2022-04-10 18:36:59 main:574] : INFO : Epoch 1772 | loss: 0.0311978 | val_loss: 0.0312093 | Time: 2820.4 ms
[2022-04-10 18:37:02 main:574] : INFO : Epoch 1773 | loss: 0.0311978 | val_loss: 0.0312061 | Time: 2824.69 ms
[2022-04-10 18:37:05 main:574] : INFO : Epoch 1774 | loss: 0.0311958 | val_loss: 0.0312076 | Time: 2825.76 ms
[2022-04-10 18:37:08 main:574] : INFO : Epoch 1775 | loss: 0.031196 | val_loss: 0.0312127 | Time: 2798.33 ms
[2022-04-10 18:37:11 main:574] : INFO : Epoch 1776 | loss: 0.0311959 | val_loss: 0.0312081 | Time: 2830.78 ms
[2022-04-10 18:37:13 main:574] : INFO : Epoch 1777 | loss: 0.031194 | val_loss: 0.0312088 | Time: 2811.28 ms
[2022-04-10 18:37:16 main:574] : INFO : Epoch 1778 | loss: 0.0311937 | val_loss: 0.0312086 | Time: 2767.49 ms
[2022-04-10 18:37:19 main:574] : INFO : Epoch 1779 | loss: 0.0311944 | val_loss: 0.0312092 | Time: 3067.23 ms
[2022-04-10 18:37:22 main:574] : INFO : Epoch 1780 | loss: 0.0311964 | val_loss: 0.0312103 | Time: 2955.91 ms
[2022-04-10 18:37:25 main:574] : INFO : Epoch 1781 | loss: 0.0311946 | val_loss: 0.0312077 | Time: 2818.4 ms
[2022-04-10 18:37:28 main:574] : INFO : Epoch 1782 | loss: 0.0311946 | val_loss: 0.0312056 | Time: 2815.46 ms
[2022-04-10 18:37:31 main:574] : INFO : Epoch 1783 | loss: 0.0311949 | val_loss: 0.0312084 | Time: 2803.64 ms
[2022-04-10 18:37:33 main:574] : INFO : Epoch 1784 | loss: 0.0311943 | val_loss: 0.031206 | Time: 2784.69 ms
[2022-04-10 18:37:36 main:574] : INFO : Epoch 1785 | loss: 0.0311959 | val_loss: 0.0312107 | Time: 2793.47 ms
[2022-04-10 18:37:39 main:574] : INFO : Epoch 1786 | loss: 0.0311968 | val_loss: 0.031209 | Time: 2846.81 ms
[2022-04-10 18:37:42 main:574] : INFO : Epoch 1787 | loss: 0.0311945 | val_loss: 0.0312084 | Time: 2824.59 ms
[2022-04-10 18:37:45 main:574] : INFO : Epoch 1788 | loss: 0.0311933 | val_loss: 0.0312133 | Time: 2827.05 ms
[2022-04-10 18:37:48 main:574] : INFO : Epoch 1789 | loss: 0.0311931 | val_loss: 0.0312069 | Time: 2786.96 ms
[2022-04-10 18:37:50 main:574] : INFO : Epoch 1790 | loss: 0.0311912 | val_loss: 0.0312056 | Time: 2792.28 ms
[2022-04-10 18:37:53 main:574] : INFO : Epoch 1791 | loss: 0.0311901 | val_loss: 0.0312068 | Time: 2762.34 ms
[2022-04-10 18:37:56 main:574] : INFO : Epoch 1792 | loss: 0.0311903 | val_loss: 0.031207 | Time: 2821.44 ms
[2022-04-10 18:37:59 main:574] : INFO : Epoch 1793 | loss: 0.0311895 | val_loss: 0.0312089 | Time: 2758.04 ms
[2022-04-10 18:38:02 main:574] : INFO : Epoch 1794 | loss: 0.0311899 | val_loss: 0.0312107 | Time: 2843.23 ms
[2022-04-10 18:38:04 main:574] : INFO : Epoch 1795 | loss: 0.0311886 | val_loss: 0.0312097 | Time: 2775.56 ms
[2022-04-10 18:38:07 main:574] : INFO : Epoch 1796 | loss: 0.0311901 | val_loss: 0.0312073 | Time: 2806.94 ms
[2022-04-10 18:38:10 main:574] : INFO : Epoch 1797 | loss: 0.0311894 | val_loss: 0.0312094 | Time: 2795.98 ms
[2022-04-10 18:38:13 main:574] : INFO : Epoch 1798 | loss: 0.0311898 | val_loss: 0.031207 | Time: 2726.89 ms
[2022-04-10 18:38:16 main:574] : INFO : Epoch 1799 | loss: 0.0311894 | val_loss: 0.0312083 | Time: 2782.63 ms
[2022-04-10 18:38:18 main:574] : INFO : Epoch 1800 | loss: 0.0311879 | val_loss: 0.031209 | Time: 2801.19 ms
[2022-04-10 18:38:21 main:574] : INFO : Epoch 1801 | loss: 0.0311888 | val_loss: 0.0312075 | Time: 2931.8 ms
[2022-04-10 18:38:24 main:574] : INFO : Epoch 1802 | loss: 0.0311883 | val_loss: 0.0312079 | Time: 3105.1 ms
[2022-04-10 18:38:27 main:574] : INFO : Epoch 1803 | loss: 0.0311878 | val_loss: 0.0312106 | Time: 2841.62 ms
[2022-04-10 18:38:30 main:574] : INFO : Epoch 1804 | loss: 0.0311895 | val_loss: 0.0312152 | Time: 2810.04 ms
[2022-04-10 18:38:33 main:574] : INFO : Epoch 1805 | loss: 0.031188 | val_loss: 0.0312074 | Time: 2805.31 ms
[2022-04-10 18:38:36 main:574] : INFO : Epoch 1806 | loss: 0.0311881 | val_loss: 0.0312114 | Time: 2775.67 ms
[2022-04-10 18:38:39 main:574] : INFO : Epoch 1807 | loss: 0.0311873 | val_loss: 0.0312091 | Time: 2810.21 ms
[2022-04-10 18:38:41 main:574] : INFO : Epoch 1808 | loss: 0.031189 | val_loss: 0.0312093 | Time: 2779.81 ms
[2022-04-10 18:38:44 main:574] : INFO : Epoch 1809 | loss: 0.0311913 | val_loss: 0.031212 | Time: 2823.9 ms
[2022-04-10 18:38:47 main:574] : INFO : Epoch 1810 | loss: 0.0311919 | val_loss: 0.0312104 | Time: 2942.94 ms
[2022-04-10 18:38:50 main:574] : INFO : Epoch 1811 | loss: 0.0311897 | val_loss: 0.031209 | Time: 2824.99 ms
[2022-04-10 18:38:53 main:574] : INFO : Epoch 1812 | loss: 0.0311891 | val_loss: 0.0312095 | Time: 2821.74 ms
[2022-04-10 18:38:56 main:574] : INFO : Epoch 1813 | loss: 0.03119 | val_loss: 0.031208 | Time: 2844.56 ms
[2022-04-10 18:38:58 main:574] : INFO : Epoch 1814 | loss: 0.0311873 | val_loss: 0.031209 | Time: 2817.88 ms
[2022-04-10 18:39:01 main:574] : INFO : Epoch 1815 | loss: 0.0311878 | val_loss: 0.0312106 | Time: 2832.49 ms
[2022-04-10 18:39:04 main:574] : INFO : Epoch 1816 | loss: 0.031188 | val_loss: 0.031212 | Time: 2852.04 ms
[2022-04-10 18:39:07 main:574] : INFO : Epoch 1817 | loss: 0.03119 | val_loss: 0.0312139 | Time: 2819.36 ms
[2022-04-10 18:39:10 main:574] : INFO : Epoch 1818 | loss: 0.0311883 | val_loss: 0.0312116 | Time: 2787.47 ms
[2022-04-10 18:39:13 main:574] : INFO : Epoch 1819 | loss: 0.0311869 | val_loss: 0.0312093 | Time: 2827.26 ms
[2022-04-10 18:39:15 main:574] : INFO : Epoch 1820 | loss: 0.0311861 | val_loss: 0.031209 | Time: 2808.22 ms
[2022-04-10 18:39:18 main:574] : INFO : Epoch 1821 | loss: 0.0311936 | val_loss: 0.0312088 | Time: 2814.55 ms
[2022-04-10 18:39:21 main:574] : INFO : Epoch 1822 | loss: 0.0311934 | val_loss: 0.0312059 | Time: 2797.41 ms
[2022-04-10 18:39:24 main:574] : INFO : Epoch 1823 | loss: 0.0311924 | val_loss: 0.0312059 | Time: 2800.36 ms
[2022-04-10 18:39:27 main:574] : INFO : Epoch 1824 | loss: 0.031192 | val_loss: 0.0312053 | Time: 3071.47 ms
[2022-04-10 18:39:30 main:574] : INFO : Epoch 1825 | loss: 0.0311917 | val_loss: 0.0312036 | Time: 2981.88 ms
[2022-04-10 18:39:33 main:574] : INFO : Epoch 1826 | loss: 0.0311904 | val_loss: 0.0312084 | Time: 2851.55 ms
[2022-04-10 18:39:36 main:574] : INFO : Epoch 1827 | loss: 0.0311908 | val_loss: 0.0312071 | Time: 2817.8 ms
[2022-04-10 18:39:38 main:574] : INFO : Epoch 1828 | loss: 0.0311928 | val_loss: 0.0312088 | Time: 2781.06 ms
[2022-04-10 18:39:41 main:574] : INFO : Epoch 1829 | loss: 0.0311933 | val_loss: 0.0312085 | Time: 2752.59 ms
[2022-04-10 18:39:44 main:574] : INFO : Epoch 1830 | loss: 0.0311916 | val_loss: 0.031207 | Time: 2778.59 ms
[2022-04-10 18:39:47 main:574] : INFO : Epoch 1831 | loss: 0.0311905 | val_loss: 0.0312112 | Time: 2798.04 ms
[2022-04-10 18:39:50 main:574] : INFO : Epoch 1832 | loss: 0.0311888 | val_loss: 0.0312129 | Time: 2838.67 ms
[2022-04-10 18:39:53 main:574] : INFO : Epoch 1833 | loss: 0.0311895 | val_loss: 0.0312083 | Time: 2810.89 ms
[2022-04-10 18:39:55 main:574] : INFO : Epoch 1834 | loss: 0.0311879 | val_loss: 0.0312123 | Time: 2795.73 ms
[2022-04-10 18:39:58 main:574] : INFO : Epoch 1835 | loss: 0.0311891 | val_loss: 0.0312078 | Time: 2780.91 ms
[2022-04-10 18:40:01 main:574] : INFO : Epoch 1836 | loss: 0.0311906 | val_loss: 0.0312055 | Time: 2811.14 ms
[2022-04-10 18:40:04 main:574] : INFO : Epoch 1837 | loss: 0.0311902 | val_loss: 0.0312085 | Time: 2810.44 ms
[2022-04-10 18:40:07 main:574] : INFO : Epoch 1838 | loss: 0.0311951 | val_loss: 0.0312133 | Time: 2777.8 ms
[2022-04-10 18:40:09 main:574] : INFO : Epoch 1839 | loss: 0.0311904 | val_loss: 0.0312074 | Time: 2845.66 ms
[2022-04-10 18:40:12 main:574] : INFO : Epoch 1840 | loss: 0.031187 | val_loss: 0.0312089 | Time: 2843.67 ms
[2022-04-10 18:40:15 main:574] : INFO : Epoch 1841 | loss: 0.0311857 | val_loss: 0.0312078 | Time: 2791.37 ms
[2022-04-10 18:40:18 main:574] : INFO : Epoch 1842 | loss: 0.0311863 | val_loss: 0.0312074 | Time: 2783.52 ms
[2022-04-10 18:40:21 main:574] : INFO : Epoch 1843 | loss: 0.0311886 | val_loss: 0.0312087 | Time: 2786.91 ms
[2022-04-10 18:40:23 main:574] : INFO : Epoch 1844 | loss: 0.0311873 | val_loss: 0.0312087 | Time: 2787.62 ms
[2022-04-10 18:40:26 main:574] : INFO : Epoch 1845 | loss: 0.0311873 | val_loss: 0.0312169 | Time: 2822.12 ms
[2022-04-10 18:40:29 main:574] : INFO : Epoch 1846 | loss: 0.0311879 | val_loss: 0.031206 | Time: 2909.88 ms
[2022-04-10 18:40:32 main:574] : INFO : Epoch 1847 | loss: 0.0311871 | val_loss: 0.0312064 | Time: 3067.53 ms
[2022-04-10 18:40:35 main:574] : INFO : Epoch 1848 | loss: 0.0311873 | val_loss: 0.0312083 | Time: 2857.43 ms
[2022-04-10 18:40:38 main:574] : INFO : Epoch 1849 | loss: 0.0311859 | val_loss: 0.0312081 | Time: 2785.86 ms
[2022-04-10 18:40:41 main:574] : INFO : Epoch 1850 | loss: 0.031187 | val_loss: 0.0312036 | Time: 2766.61 ms
[2022-04-10 18:40:44 main:574] : INFO : Epoch 1851 | loss: 0.0311927 | val_loss: 0.0312056 | Time: 2829.8 ms
[2022-04-10 18:40:46 main:574] : INFO : Epoch 1852 | loss: 0.0311901 | val_loss: 0.0312068 | Time: 2817.47 ms
[2022-04-10 18:40:49 main:574] : INFO : Epoch 1853 | loss: 0.031191 | val_loss: 0.0312061 | Time: 2792.58 ms
[2022-04-10 18:40:52 main:574] : INFO : Epoch 1854 | loss: 0.0311924 | val_loss: 0.0312045 | Time: 2807.38 ms
[2022-04-10 18:40:55 main:574] : INFO : Epoch 1855 | loss: 0.0311889 | val_loss: 0.0312067 | Time: 2776.58 ms
[2022-04-10 18:40:58 main:574] : INFO : Epoch 1856 | loss: 0.0311892 | val_loss: 0.0312091 | Time: 2789.3 ms
[2022-04-10 18:41:00 main:574] : INFO : Epoch 1857 | loss: 0.031188 | val_loss: 0.0312049 | Time: 2773.78 ms
[2022-04-10 18:41:03 main:574] : INFO : Epoch 1858 | loss: 0.0311884 | val_loss: 0.0312138 | Time: 2771.24 ms
[2022-04-10 18:41:06 main:574] : INFO : Epoch 1859 | loss: 0.0311884 | val_loss: 0.0312047 | Time: 2785.54 ms
[2022-04-10 18:41:09 main:574] : INFO : Epoch 1860 | loss: 0.0311866 | val_loss: 0.0312056 | Time: 2791.47 ms
[2022-04-10 18:41:12 main:574] : INFO : Epoch 1861 | loss: 0.0311865 | val_loss: 0.0312055 | Time: 2755.96 ms
[2022-04-10 18:41:14 main:574] : INFO : Epoch 1862 | loss: 0.0311863 | val_loss: 0.0312033 | Time: 2768.28 ms
[2022-04-10 18:41:17 main:574] : INFO : Epoch 1863 | loss: 0.0311866 | val_loss: 0.031205 | Time: 2818.78 ms
[2022-04-10 18:41:20 main:574] : INFO : Epoch 1864 | loss: 0.0311875 | val_loss: 0.0312093 | Time: 2776.7 ms
[2022-04-10 18:41:23 main:574] : INFO : Epoch 1865 | loss: 0.0311887 | val_loss: 0.0312033 | Time: 2796.12 ms
[2022-04-10 18:41:26 main:574] : INFO : Epoch 1866 | loss: 0.031188 | val_loss: 0.0312023 | Time: 2815.52 ms
[2022-04-10 18:41:28 main:574] : INFO : Epoch 1867 | loss: 0.0311855 | val_loss: 0.0312036 | Time: 2724.42 ms
[2022-04-10 18:41:31 main:574] : INFO : Epoch 1868 | loss: 0.0311847 | val_loss: 0.031207 | Time: 2856.18 ms
[2022-04-10 18:41:34 main:574] : INFO : Epoch 1869 | loss: 0.0311847 | val_loss: 0.0312043 | Time: 3136.84 ms
[2022-04-10 18:41:37 main:574] : INFO : Epoch 1870 | loss: 0.0311827 | val_loss: 0.0312051 | Time: 2805.26 ms
[2022-04-10 18:41:40 main:574] : INFO : Epoch 1871 | loss: 0.031183 | val_loss: 0.0312066 | Time: 2832.34 ms
[2022-04-10 18:41:43 main:574] : INFO : Epoch 1872 | loss: 0.0311833 | val_loss: 0.0312048 | Time: 2767.65 ms
[2022-04-10 18:41:46 main:574] : INFO : Epoch 1873 | loss: 0.0311836 | val_loss: 0.0312049 | Time: 2770.99 ms
[2022-04-10 18:41:48 main:574] : INFO : Epoch 1874 | loss: 0.0311853 | val_loss: 0.0312065 | Time: 2742.31 ms
[2022-04-10 18:41:51 main:574] : INFO : Epoch 1875 | loss: 0.0311861 | val_loss: 0.0312075 | Time: 2825.44 ms
[2022-04-10 18:41:54 main:574] : INFO : Epoch 1876 | loss: 0.0311842 | val_loss: 0.0312056 | Time: 2779.05 ms
[2022-04-10 18:41:57 main:574] : INFO : Epoch 1877 | loss: 0.0311847 | val_loss: 0.0312064 | Time: 2809.88 ms
[2022-04-10 18:42:00 main:574] : INFO : Epoch 1878 | loss: 0.0311898 | val_loss: 0.0312049 | Time: 2859.48 ms
[2022-04-10 18:42:02 main:574] : INFO : Epoch 1879 | loss: 0.0311855 | val_loss: 0.031203 | Time: 2829.83 ms
[2022-04-10 18:42:05 main:574] : INFO : Epoch 1880 | loss: 0.0311871 | val_loss: 0.0312047 | Time: 2759.56 ms
[2022-04-10 18:42:08 main:574] : INFO : Epoch 1881 | loss: 0.0311836 | val_loss: 0.0312022 | Time: 2843.06 ms
[2022-04-10 18:42:11 main:574] : INFO : Epoch 1882 | loss: 0.031183 | val_loss: 0.0312044 | Time: 2791.65 ms
[2022-04-10 18:42:14 main:574] : INFO : Epoch 1883 | loss: 0.0311833 | val_loss: 0.0312015 | Time: 2813.45 ms
[2022-04-10 18:42:16 main:574] : INFO : Epoch 1884 | loss: 0.0311827 | val_loss: 0.0312028 | Time: 2777.28 ms
[2022-04-10 18:42:19 main:574] : INFO : Epoch 1885 | loss: 0.0311841 | val_loss: 0.031205 | Time: 2833.26 ms
[2022-04-10 18:42:22 main:574] : INFO : Epoch 1886 | loss: 0.0311843 | val_loss: 0.0312124 | Time: 2803.64 ms
[2022-04-10 18:42:25 main:574] : INFO : Epoch 1887 | loss: 0.0311834 | val_loss: 0.0312081 | Time: 2824.58 ms
[2022-04-10 18:42:28 main:574] : INFO : Epoch 1888 | loss: 0.0311823 | val_loss: 0.0312043 | Time: 2771.07 ms
[2022-04-10 18:42:31 main:574] : INFO : Epoch 1889 | loss: 0.0311807 | val_loss: 0.0312048 | Time: 2842.38 ms
[2022-04-10 18:42:33 main:574] : INFO : Epoch 1890 | loss: 0.0311812 | val_loss: 0.0312044 | Time: 2789.42 ms
[2022-04-10 18:42:36 main:574] : INFO : Epoch 1891 | loss: 0.0311844 | val_loss: 0.0312057 | Time: 2848.17 ms
[2022-04-10 18:42:39 main:574] : INFO : Epoch 1892 | loss: 0.0311862 | val_loss: 0.0312084 | Time: 3080.86 ms
[2022-04-10 18:42:42 main:574] : INFO : Epoch 1893 | loss: 0.0311878 | val_loss: 0.0312051 | Time: 2917.37 ms
[2022-04-10 18:42:45 main:574] : INFO : Epoch 1894 | loss: 0.0311876 | val_loss: 0.0312057 | Time: 2798.49 ms
[2022-04-10 18:42:48 main:574] : INFO : Epoch 1895 | loss: 0.0311869 | val_loss: 0.0312033 | Time: 2796.25 ms
[2022-04-10 18:42:51 main:574] : INFO : Epoch 1896 | loss: 0.0311861 | val_loss: 0.0312046 | Time: 2842.53 ms
[2022-04-10 18:42:54 main:574] : INFO : Epoch 1897 | loss: 0.0311849 | val_loss: 0.0312055 | Time: 2844.2 ms
[2022-04-10 18:42:56 main:574] : INFO : Epoch 1898 | loss: 0.0311844 | val_loss: 0.0312036 | Time: 2818.39 ms
[2022-04-10 18:42:59 main:574] : INFO : Epoch 1899 | loss: 0.0311853 | val_loss: 0.0312042 | Time: 2793.78 ms
[2022-04-10 18:43:02 main:574] : INFO : Epoch 1900 | loss: 0.031185 | val_loss: 0.0312035 | Time: 2795.38 ms
[2022-04-10 18:43:05 main:574] : INFO : Epoch 1901 | loss: 0.0311847 | val_loss: 0.0312036 | Time: 2811.71 ms
[2022-04-10 18:43:08 main:574] : INFO : Epoch 1902 | loss: 0.0311839 | val_loss: 0.0312034 | Time: 2793.53 ms
[2022-04-10 18:43:10 main:574] : INFO : Epoch 1903 | loss: 0.0311895 | val_loss: 0.0312139 | Time: 2796.91 ms
[2022-04-10 18:43:13 main:574] : INFO : Epoch 1904 | loss: 0.0311898 | val_loss: 0.0312114 | Time: 2848.53 ms
[2022-04-10 18:43:16 main:574] : INFO : Epoch 1905 | loss: 0.0311882 | val_loss: 0.0312095 | Time: 2794.72 ms
[2022-04-10 18:43:19 main:574] : INFO : Epoch 1906 | loss: 0.0311873 | val_loss: 0.0312088 | Time: 2828.04 ms
[2022-04-10 18:43:22 main:574] : INFO : Epoch 1907 | loss: 0.031187 | val_loss: 0.0312064 | Time: 2816.37 ms
[2022-04-10 18:43:25 main:574] : INFO : Epoch 1908 | loss: 0.0311881 | val_loss: 0.0312081 | Time: 2888.27 ms
[2022-04-10 18:43:28 main:574] : INFO : Epoch 1909 | loss: 0.0311874 | val_loss: 0.0312081 | Time: 2791.8 ms
[2022-04-10 18:43:30 main:574] : INFO : Epoch 1910 | loss: 0.0311879 | val_loss: 0.031207 | Time: 2763.91 ms
[2022-04-10 18:43:33 main:574] : INFO : Epoch 1911 | loss: 0.0311901 | val_loss: 0.031217 | Time: 2778.87 ms
[2022-04-10 18:43:36 main:574] : INFO : Epoch 1912 | loss: 0.0311952 | val_loss: 0.0312361 | Time: 2807.65 ms
[2022-04-10 18:43:39 main:574] : INFO : Epoch 1913 | loss: 0.0312122 | val_loss: 0.0312566 | Time: 2800.9 ms
[2022-04-10 18:43:42 main:574] : INFO : Epoch 1914 | loss: 0.0318723 | val_loss: 0.0336179 | Time: 3086.59 ms
[2022-04-10 18:43:45 main:574] : INFO : Epoch 1915 | loss: 0.0338422 | val_loss: 0.0321738 | Time: 3016.21 ms
[2022-04-10 18:43:48 main:574] : INFO : Epoch 1916 | loss: 0.0316467 | val_loss: 0.03136 | Time: 2819.28 ms
[2022-04-10 18:43:51 main:574] : INFO : Epoch 1917 | loss: 0.0312916 | val_loss: 0.0312519 | Time: 2860.74 ms
[2022-04-10 18:43:53 main:574] : INFO : Epoch 1918 | loss: 0.0312262 | val_loss: 0.0312205 | Time: 2783.29 ms
[2022-04-10 18:43:56 main:574] : INFO : Epoch 1919 | loss: 0.0312117 | val_loss: 0.0312109 | Time: 2800.73 ms
[2022-04-10 18:43:59 main:574] : INFO : Epoch 1920 | loss: 0.0312071 | val_loss: 0.0312095 | Time: 2829.77 ms
[2022-04-10 18:44:02 main:574] : INFO : Epoch 1921 | loss: 0.0312054 | val_loss: 0.0312058 | Time: 2845.46 ms
[2022-04-10 18:44:05 main:574] : INFO : Epoch 1922 | loss: 0.0312011 | val_loss: 0.031206 | Time: 2808.16 ms
[2022-04-10 18:44:07 main:574] : INFO : Epoch 1923 | loss: 0.0311985 | val_loss: 0.0312056 | Time: 2812.24 ms
[2022-04-10 18:44:10 main:574] : INFO : Epoch 1924 | loss: 0.0311969 | val_loss: 0.0312053 | Time: 2831.41 ms
[2022-04-10 18:44:13 main:574] : INFO : Epoch 1925 | loss: 0.0311961 | val_loss: 0.0312033 | Time: 2782.01 ms
[2022-04-10 18:44:16 main:574] : INFO : Epoch 1926 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 2812.76 ms
[2022-04-10 18:44:19 main:574] : INFO : Epoch 1927 | loss: 0.0311925 | val_loss: 0.0312039 | Time: 2820.01 ms
[2022-04-10 18:44:22 main:574] : INFO : Epoch 1928 | loss: 0.0311944 | val_loss: 0.0312031 | Time: 2827.18 ms
[2022-04-10 18:44:25 main:574] : INFO : Epoch 1929 | loss: 0.0311942 | val_loss: 0.0312028 | Time: 2885.46 ms
[2022-04-10 18:44:27 main:574] : INFO : Epoch 1930 | loss: 0.0311937 | val_loss: 0.0312012 | Time: 2773.21 ms
[2022-04-10 18:44:30 main:574] : INFO : Epoch 1931 | loss: 0.0311934 | val_loss: 0.0312023 | Time: 2833.39 ms
[2022-04-10 18:44:33 main:574] : INFO : Epoch 1932 | loss: 0.0311923 | val_loss: 0.0312016 | Time: 2818.27 ms
[2022-04-10 18:44:36 main:574] : INFO : Epoch 1933 | loss: 0.0311915 | val_loss: 0.031201 | Time: 2788.29 ms
[2022-04-10 18:44:39 main:574] : INFO : Epoch 1934 | loss: 0.0311904 | val_loss: 0.0312032 | Time: 2805.46 ms
[2022-04-10 18:44:41 main:574] : INFO : Epoch 1935 | loss: 0.0311918 | val_loss: 0.0312023 | Time: 2775.96 ms
[2022-04-10 18:44:44 main:574] : INFO : Epoch 1936 | loss: 0.0311914 | val_loss: 0.0312017 | Time: 2964.34 ms
[2022-04-10 18:44:47 main:574] : INFO : Epoch 1937 | loss: 0.0311932 | val_loss: 0.0312026 | Time: 3083.3 ms
[2022-04-10 18:44:50 main:574] : INFO : Epoch 1938 | loss: 0.0311935 | val_loss: 0.0312052 | Time: 2800.81 ms
[2022-04-10 18:44:53 main:574] : INFO : Epoch 1939 | loss: 0.0311916 | val_loss: 0.0312004 | Time: 2829.09 ms
[2022-04-10 18:44:56 main:574] : INFO : Epoch 1940 | loss: 0.031191 | val_loss: 0.0312019 | Time: 2849.35 ms
[2022-04-10 18:44:59 main:574] : INFO : Epoch 1941 | loss: 0.0311889 | val_loss: 0.0312009 | Time: 2819.75 ms
[2022-04-10 18:45:02 main:574] : INFO : Epoch 1942 | loss: 0.031188 | val_loss: 0.0312004 | Time: 2812.84 ms
[2022-04-10 18:45:04 main:574] : INFO : Epoch 1943 | loss: 0.0311876 | val_loss: 0.0311997 | Time: 2770.4 ms
[2022-04-10 18:45:07 main:574] : INFO : Epoch 1944 | loss: 0.0311878 | val_loss: 0.031201 | Time: 2785.66 ms
[2022-04-10 18:45:10 main:574] : INFO : Epoch 1945 | loss: 0.0311867 | val_loss: 0.0311999 | Time: 2765.63 ms
[2022-04-10 18:45:13 main:574] : INFO : Epoch 1946 | loss: 0.0311858 | val_loss: 0.0312023 | Time: 2778.78 ms
[2022-04-10 18:45:16 main:574] : INFO : Epoch 1947 | loss: 0.0311869 | val_loss: 0.0312018 | Time: 2798.32 ms
[2022-04-10 18:45:18 main:574] : INFO : Epoch 1948 | loss: 0.0311893 | val_loss: 0.0312009 | Time: 2715.25 ms
[2022-04-10 18:45:21 main:574] : INFO : Epoch 1949 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 2823.47 ms
[2022-04-10 18:45:24 main:574] : INFO : Epoch 1950 | loss: 0.0311896 | val_loss: 0.0312025 | Time: 2767.82 ms
[2022-04-10 18:45:27 main:574] : INFO : Epoch 1951 | loss: 0.031188 | val_loss: 0.0312019 | Time: 2813.83 ms
[2022-04-10 18:45:30 main:574] : INFO : Epoch 1952 | loss: 0.0311875 | val_loss: 0.0312035 | Time: 2780.19 ms
[2022-04-10 18:45:32 main:574] : INFO : Epoch 1953 | loss: 0.0311884 | val_loss: 0.031201 | Time: 2773.97 ms
[2022-04-10 18:45:35 main:574] : INFO : Epoch 1954 | loss: 0.031189 | val_loss: 0.0311992 | Time: 2784.49 ms
[2022-04-10 18:45:38 main:574] : INFO : Epoch 1955 | loss: 0.0311886 | val_loss: 0.0312006 | Time: 2831.81 ms
[2022-04-10 18:45:41 main:574] : INFO : Epoch 1956 | loss: 0.0311874 | val_loss: 0.0312011 | Time: 2841.43 ms
[2022-04-10 18:45:44 main:574] : INFO : Epoch 1957 | loss: 0.0311867 | val_loss: 0.0312026 | Time: 2788.15 ms
[2022-04-10 18:45:46 main:574] : INFO : Epoch 1958 | loss: 0.0311856 | val_loss: 0.0312007 | Time: 2793.89 ms
[2022-04-10 18:45:49 main:574] : INFO : Epoch 1959 | loss: 0.0311855 | val_loss: 0.0311993 | Time: 2905.28 ms
[2022-04-10 18:45:52 main:574] : INFO : Epoch 1960 | loss: 0.0311866 | val_loss: 0.0312018 | Time: 3085.08 ms
[2022-04-10 18:45:55 main:574] : INFO : Epoch 1961 | loss: 0.031186 | val_loss: 0.0311997 | Time: 2893.26 ms
[2022-04-10 18:45:58 main:574] : INFO : Epoch 1962 | loss: 0.0311877 | val_loss: 0.0312047 | Time: 2875.93 ms
[2022-04-10 18:46:01 main:574] : INFO : Epoch 1963 | loss: 0.0311865 | val_loss: 0.0312046 | Time: 2821.96 ms
[2022-04-10 18:46:04 main:574] : INFO : Epoch 1964 | loss: 0.0311928 | val_loss: 0.031205 | Time: 2769.18 ms
[2022-04-10 18:46:07 main:574] : INFO : Epoch 1965 | loss: 0.0311933 | val_loss: 0.0312023 | Time: 2778.76 ms
[2022-04-10 18:46:09 main:574] : INFO : Epoch 1966 | loss: 0.0311903 | val_loss: 0.0312009 | Time: 2823.03 ms
[2022-04-10 18:46:12 main:574] : INFO : Epoch 1967 | loss: 0.0311903 | val_loss: 0.0312029 | Time: 2793.11 ms
[2022-04-10 18:46:15 main:574] : INFO : Epoch 1968 | loss: 0.0311904 | val_loss: 0.031201 | Time: 2806.46 ms
[2022-04-10 18:46:18 main:574] : INFO : Epoch 1969 | loss: 0.0311894 | val_loss: 0.031205 | Time: 2818.83 ms
[2022-04-10 18:46:21 main:574] : INFO : Epoch 1970 | loss: 0.031189 | val_loss: 0.0312013 | Time: 2829.51 ms
[2022-04-10 18:46:23 main:574] : INFO : Epoch 1971 | loss: 0.0311882 | val_loss: 0.031199 | Time: 2775.27 ms
[2022-04-10 18:46:26 main:574] : INFO : Epoch 1972 | loss: 0.0311877 | val_loss: 0.0311983 | Time: 2824.96 ms
[2022-04-10 18:46:29 main:574] : INFO : Epoch 1973 | loss: 0.0311871 | val_loss: 0.0311995 | Time: 2802.8 ms
[2022-04-10 18:46:32 main:574] : INFO : Epoch 1974 | loss: 0.0311857 | val_loss: 0.0312013 | Time: 2843.26 ms
[2022-04-10 18:46:35 main:574] : INFO : Epoch 1975 | loss: 0.0311859 | val_loss: 0.0312005 | Time: 2827.26 ms
[2022-04-10 18:46:38 main:574] : INFO : Epoch 1976 | loss: 0.0311853 | val_loss: 0.0312024 | Time: 2808.11 ms
[2022-04-10 18:46:40 main:574] : INFO : Epoch 1977 | loss: 0.0311847 | val_loss: 0.0312014 | Time: 2801.7 ms
[2022-04-10 18:46:43 main:574] : INFO : Epoch 1978 | loss: 0.0311846 | val_loss: 0.0312006 | Time: 2844.87 ms
[2022-04-10 18:46:46 main:574] : INFO : Epoch 1979 | loss: 0.0311868 | val_loss: 0.031203 | Time: 2787.6 ms
[2022-04-10 18:46:49 main:574] : INFO : Epoch 1980 | loss: 0.0311903 | val_loss: 0.0312039 | Time: 2789.42 ms
[2022-04-10 18:46:52 main:574] : INFO : Epoch 1981 | loss: 0.0311877 | val_loss: 0.0312015 | Time: 2916.87 ms
[2022-04-10 18:46:55 main:574] : INFO : Epoch 1982 | loss: 0.0311856 | val_loss: 0.0312005 | Time: 3066.55 ms
[2022-04-10 18:46:58 main:574] : INFO : Epoch 1983 | loss: 0.0311849 | val_loss: 0.0312013 | Time: 2846.82 ms
[2022-04-10 18:47:01 main:574] : INFO : Epoch 1984 | loss: 0.0311845 | val_loss: 0.0311993 | Time: 2822.43 ms
[2022-04-10 18:47:03 main:574] : INFO : Epoch 1985 | loss: 0.0311843 | val_loss: 0.0312012 | Time: 2810.39 ms
[2022-04-10 18:47:06 main:574] : INFO : Epoch 1986 | loss: 0.0311838 | val_loss: 0.0312014 | Time: 2790.21 ms
[2022-04-10 18:47:09 main:574] : INFO : Epoch 1987 | loss: 0.0311831 | val_loss: 0.0312022 | Time: 2755.18 ms
[2022-04-10 18:47:12 main:574] : INFO : Epoch 1988 | loss: 0.0311833 | val_loss: 0.0312016 | Time: 2816.78 ms
[2022-04-10 18:47:15 main:574] : INFO : Epoch 1989 | loss: 0.0311851 | val_loss: 0.0312013 | Time: 2817.4 ms
[2022-04-10 18:47:17 main:574] : INFO : Epoch 1990 | loss: 0.0311855 | val_loss: 0.0312042 | Time: 2798.53 ms
[2022-04-10 18:47:20 main:574] : INFO : Epoch 1991 | loss: 0.0311856 | val_loss: 0.0312032 | Time: 2827.03 ms
[2022-04-10 18:47:23 main:574] : INFO : Epoch 1992 | loss: 0.0311847 | val_loss: 0.031203 | Time: 2848.37 ms
[2022-04-10 18:47:26 main:574] : INFO : Epoch 1993 | loss: 0.0311859 | val_loss: 0.0312024 | Time: 2870.94 ms
[2022-04-10 18:47:29 main:574] : INFO : Epoch 1994 | loss: 0.0311862 | val_loss: 0.0312023 | Time: 2781.43 ms
[2022-04-10 18:47:32 main:574] : INFO : Epoch 1995 | loss: 0.0311863 | val_loss: 0.0312032 | Time: 2831.25 ms
[2022-04-10 18:47:34 main:574] : INFO : Epoch 1996 | loss: 0.0311846 | val_loss: 0.0311998 | Time: 2812.34 ms
[2022-04-10 18:47:37 main:574] : INFO : Epoch 1997 | loss: 0.0311842 | val_loss: 0.0312013 | Time: 2807.99 ms
[2022-04-10 18:47:40 main:574] : INFO : Epoch 1998 | loss: 0.0311869 | val_loss: 0.0311998 | Time: 2825.75 ms
[2022-04-10 18:47:43 main:574] : INFO : Epoch 1999 | loss: 0.0311873 | val_loss: 0.0312021 | Time: 2864.07 ms
[2022-04-10 18:47:46 main:574] : INFO : Epoch 2000 | loss: 0.0311864 | val_loss: 0.0312025 | Time: 2773.84 ms
[2022-04-10 18:47:49 main:574] : INFO : Epoch 2001 | loss: 0.0311855 | val_loss: 0.0312009 | Time: 2773.4 ms
[2022-04-10 18:47:51 main:574] : INFO : Epoch 2002 | loss: 0.0311846 | val_loss: 0.0311989 | Time: 2807.88 ms
[2022-04-10 18:47:54 main:574] : INFO : Epoch 2003 | loss: 0.0311833 | val_loss: 0.0312003 | Time: 2770.93 ms
[2022-04-10 18:47:57 main:574] : INFO : Epoch 2004 | loss: 0.0311829 | val_loss: 0.0312006 | Time: 3098.72 ms
[2022-04-10 18:48:00 main:574] : INFO : Epoch 2005 | loss: 0.0311831 | val_loss: 0.0311991 | Time: 2931.15 ms
[2022-04-10 18:48:03 main:574] : INFO : Epoch 2006 | loss: 0.0311859 | val_loss: 0.0311974 | Time: 2792.35 ms
[2022-04-10 18:48:06 main:574] : INFO : Epoch 2007 | loss: 0.0311836 | val_loss: 0.0311985 | Time: 2791.65 ms
[2022-04-10 18:48:09 main:574] : INFO : Epoch 2008 | loss: 0.0311821 | val_loss: 0.0311996 | Time: 2777.4 ms
[2022-04-10 18:48:11 main:574] : INFO : Epoch 2009 | loss: 0.0311825 | val_loss: 0.031201 | Time: 2735.92 ms
[2022-04-10 18:48:14 main:574] : INFO : Epoch 2010 | loss: 0.0311827 | val_loss: 0.0312018 | Time: 2789.78 ms
[2022-04-10 18:48:17 main:574] : INFO : Epoch 2011 | loss: 0.031182 | val_loss: 0.0311994 | Time: 2804.18 ms
[2022-04-10 18:48:20 main:574] : INFO : Epoch 2012 | loss: 0.0311818 | val_loss: 0.0312004 | Time: 2742.6 ms
[2022-04-10 18:48:23 main:574] : INFO : Epoch 2013 | loss: 0.0311826 | val_loss: 0.0312009 | Time: 2785.5 ms
[2022-04-10 18:48:25 main:574] : INFO : Epoch 2014 | loss: 0.0311818 | val_loss: 0.0312013 | Time: 2767.66 ms
[2022-04-10 18:48:28 main:574] : INFO : Epoch 2015 | loss: 0.0311821 | val_loss: 0.0312011 | Time: 2828.27 ms
[2022-04-10 18:48:31 main:574] : INFO : Epoch 2016 | loss: 0.0311838 | val_loss: 0.0312011 | Time: 2791.17 ms
[2022-04-10 18:48:34 main:574] : INFO : Epoch 2017 | loss: 0.0311842 | val_loss: 0.0312034 | Time: 2747.41 ms
[2022-04-10 18:48:37 main:574] : INFO : Epoch 2018 | loss: 0.0311839 | val_loss: 0.0312049 | Time: 2785.85 ms
[2022-04-10 18:48:39 main:574] : INFO : Epoch 2019 | loss: 0.0311815 | val_loss: 0.031202 | Time: 2789.5 ms
[2022-04-10 18:48:42 main:574] : INFO : Epoch 2020 | loss: 0.0311819 | val_loss: 0.0312026 | Time: 2774.04 ms
[2022-04-10 18:48:45 main:574] : INFO : Epoch 2021 | loss: 0.0311807 | val_loss: 0.0312003 | Time: 2848.94 ms
[2022-04-10 18:48:48 main:574] : INFO : Epoch 2022 | loss: 0.0311811 | val_loss: 0.0312016 | Time: 2754.68 ms
[2022-04-10 18:48:51 main:574] : INFO : Epoch 2023 | loss: 0.0311802 | val_loss: 0.031203 | Time: 2800.24 ms
[2022-04-10 18:48:53 main:574] : INFO : Epoch 2024 | loss: 0.0311819 | val_loss: 0.0312065 | Time: 2765.61 ms
[2022-04-10 18:48:56 main:574] : INFO : Epoch 2025 | loss: 0.031181 | val_loss: 0.0311998 | Time: 2763.29 ms
[2022-04-10 18:48:59 main:574] : INFO : Epoch 2026 | loss: 0.0311779 | val_loss: 0.0311991 | Time: 2838.33 ms
[2022-04-10 18:49:02 main:574] : INFO : Epoch 2027 | loss: 0.0311765 | val_loss: 0.0312028 | Time: 3139.09 ms
[2022-04-10 18:49:05 main:574] : INFO : Epoch 2028 | loss: 0.031179 | val_loss: 0.0311992 | Time: 2905.92 ms
[2022-04-10 18:49:08 main:574] : INFO : Epoch 2029 | loss: 0.0311779 | val_loss: 0.0312034 | Time: 2768.49 ms
[2022-04-10 18:49:11 main:574] : INFO : Epoch 2030 | loss: 0.0311777 | val_loss: 0.0312007 | Time: 2789.85 ms
[2022-04-10 18:49:13 main:574] : INFO : Epoch 2031 | loss: 0.0311787 | val_loss: 0.0312049 | Time: 2824.48 ms
[2022-04-10 18:49:16 main:574] : INFO : Epoch 2032 | loss: 0.0311786 | val_loss: 0.0312028 | Time: 2776.74 ms
[2022-04-10 18:49:19 main:574] : INFO : Epoch 2033 | loss: 0.031178 | val_loss: 0.0311994 | Time: 2789.48 ms
[2022-04-10 18:49:22 main:574] : INFO : Epoch 2034 | loss: 0.0311781 | val_loss: 0.0311984 | Time: 2772.13 ms
[2022-04-10 18:49:25 main:574] : INFO : Epoch 2035 | loss: 0.0311773 | val_loss: 0.0312003 | Time: 2842.84 ms
[2022-04-10 18:49:28 main:574] : INFO : Epoch 2036 | loss: 0.0311762 | val_loss: 0.0311995 | Time: 2883.57 ms
[2022-04-10 18:49:30 main:574] : INFO : Epoch 2037 | loss: 0.031177 | val_loss: 0.0312005 | Time: 2758.58 ms
[2022-04-10 18:49:33 main:574] : INFO : Epoch 2038 | loss: 0.031177 | val_loss: 0.0311993 | Time: 2795.12 ms
[2022-04-10 18:49:36 main:574] : INFO : Epoch 2039 | loss: 0.0311766 | val_loss: 0.0312 | Time: 2736.24 ms
[2022-04-10 18:49:39 main:574] : INFO : Epoch 2040 | loss: 0.0311776 | val_loss: 0.0312011 | Time: 2796.19 ms
[2022-04-10 18:49:42 main:574] : INFO : Epoch 2041 | loss: 0.031178 | val_loss: 0.0312034 | Time: 2827.23 ms
[2022-04-10 18:49:44 main:574] : INFO : Epoch 2042 | loss: 0.0311793 | val_loss: 0.0312025 | Time: 2760.06 ms
[2022-04-10 18:49:47 main:574] : INFO : Epoch 2043 | loss: 0.031184 | val_loss: 0.0312015 | Time: 2816.53 ms
[2022-04-10 18:49:50 main:574] : INFO : Epoch 2044 | loss: 0.0311892 | val_loss: 0.0312061 | Time: 2761.85 ms
[2022-04-10 18:49:53 main:574] : INFO : Epoch 2045 | loss: 0.0311909 | val_loss: 0.0312008 | Time: 2759.18 ms
[2022-04-10 18:49:55 main:574] : INFO : Epoch 2046 | loss: 0.0311881 | val_loss: 0.0312015 | Time: 2774.63 ms
[2022-04-10 18:49:58 main:574] : INFO : Epoch 2047 | loss: 0.0311876 | val_loss: 0.0312007 | Time: 2776.29 ms
[2022-04-10 18:50:01 main:574] : INFO : Epoch 2048 | loss: 0.0311858 | val_loss: 0.0311993 | Time: 2800.9 ms
[2022-04-10 18:50:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311993
[2022-04-10 18:50:01 main:603] : INFO : Saving end state to config to file
[2022-04-10 18:50:01 main:608] : INFO : Success, exiting..
18:50:01 (9040): 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)