Task 11234690
| Name | ParityModified-1639956059-32653-3-0_0 |
| Workunit | 8505475 |
| Created | 2 Feb 2022, 2:45:16 UTC |
| Sent | 16 Feb 2022, 6:19:58 UTC |
| Report deadline | 24 Feb 2022, 6:19:58 UTC |
| Received | 16 Feb 2022, 9:02:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 40 min 59 sec |
| CPU time | 1 hours 35 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0311636 | val_loss: 0.0311794 | Time: 2488.31 ms
[2022-02-16 08:37:41 main:574] : INFO : Epoch 1543 | loss: 0.0311652 | val_loss: 0.0311856 | Time: 2512.12 ms
[2022-02-16 08:37:44 main:574] : INFO : Epoch 1544 | loss: 0.0311611 | val_loss: 0.0311814 | Time: 2494.13 ms
[2022-02-16 08:37:46 main:574] : INFO : Epoch 1545 | loss: 0.0311619 | val_loss: 0.0311853 | Time: 2557.87 ms
[2022-02-16 08:37:49 main:574] : INFO : Epoch 1546 | loss: 0.0311616 | val_loss: 0.0311856 | Time: 2496.88 ms
[2022-02-16 08:37:51 main:574] : INFO : Epoch 1547 | loss: 0.031166 | val_loss: 0.0311819 | Time: 2548.99 ms
[2022-02-16 08:37:54 main:574] : INFO : Epoch 1548 | loss: 0.0311656 | val_loss: 0.0311819 | Time: 2661.9 ms
[2022-02-16 08:37:57 main:574] : INFO : Epoch 1549 | loss: 0.0311622 | val_loss: 0.0311793 | Time: 2649.67 ms
[2022-02-16 08:37:59 main:574] : INFO : Epoch 1550 | loss: 0.0311632 | val_loss: 0.031184 | Time: 2504.63 ms
[2022-02-16 08:38:02 main:574] : INFO : Epoch 1551 | loss: 0.0311615 | val_loss: 0.0311822 | Time: 2534.47 ms
[2022-02-16 08:38:04 main:574] : INFO : Epoch 1552 | loss: 0.031161 | val_loss: 0.031182 | Time: 2511.36 ms
[2022-02-16 08:38:07 main:574] : INFO : Epoch 1553 | loss: 0.0311617 | val_loss: 0.0311796 | Time: 2500.87 ms
[2022-02-16 08:38:09 main:574] : INFO : Epoch 1554 | loss: 0.0311602 | val_loss: 0.0311779 | Time: 2468.46 ms
[2022-02-16 08:38:12 main:574] : INFO : Epoch 1555 | loss: 0.0311595 | val_loss: 0.031183 | Time: 2482.04 ms
[2022-02-16 08:38:14 main:574] : INFO : Epoch 1556 | loss: 0.0311603 | val_loss: 0.0311805 | Time: 2466.51 ms
[2022-02-16 08:38:17 main:574] : INFO : Epoch 1557 | loss: 0.0311598 | val_loss: 0.0311794 | Time: 2516.71 ms
[2022-02-16 08:38:19 main:574] : INFO : Epoch 1558 | loss: 0.0311609 | val_loss: 0.0311788 | Time: 2484.03 ms
[2022-02-16 08:38:22 main:574] : INFO : Epoch 1559 | loss: 0.0311594 | val_loss: 0.0311818 | Time: 2528.15 ms
[2022-02-16 08:38:24 main:574] : INFO : Epoch 1560 | loss: 0.0311584 | val_loss: 0.0311822 | Time: 2512.81 ms
[2022-02-16 08:38:27 main:574] : INFO : Epoch 1561 | loss: 0.0311586 | val_loss: 0.0311819 | Time: 2507.67 ms
[2022-02-16 08:38:29 main:574] : INFO : Epoch 1562 | loss: 0.0311588 | val_loss: 0.0311787 | Time: 2449.36 ms
[2022-02-16 08:38:32 main:574] : INFO : Epoch 1563 | loss: 0.0311576 | val_loss: 0.0311813 | Time: 2471.56 ms
[2022-02-16 08:38:34 main:574] : INFO : Epoch 1564 | loss: 0.0311604 | val_loss: 0.0311826 | Time: 2462.54 ms
[2022-02-16 08:38:36 main:574] : INFO : Epoch 1565 | loss: 0.0311601 | val_loss: 0.0311818 | Time: 2473.97 ms
[2022-02-16 08:38:39 main:574] : INFO : Epoch 1566 | loss: 0.0311578 | val_loss: 0.0311775 | Time: 2492.96 ms
[2022-02-16 08:38:41 main:574] : INFO : Epoch 1567 | loss: 0.0311579 | val_loss: 0.0311816 | Time: 2482.59 ms
[2022-02-16 08:38:44 main:574] : INFO : Epoch 1568 | loss: 0.0311604 | val_loss: 0.0311848 | Time: 2508.63 ms
[2022-02-16 08:38:47 main:574] : INFO : Epoch 1569 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 2544.55 ms
[2022-02-16 08:38:49 main:574] : INFO : Epoch 1570 | loss: 0.0311586 | val_loss: 0.0311809 | Time: 2487.56 ms
[2022-02-16 08:38:52 main:574] : INFO : Epoch 1571 | loss: 0.0311581 | val_loss: 0.0311787 | Time: 2468.14 ms
[2022-02-16 08:38:54 main:574] : INFO : Epoch 1572 | loss: 0.0311571 | val_loss: 0.0311807 | Time: 2501.84 ms
[2022-02-16 08:38:57 main:574] : INFO : Epoch 1573 | loss: 0.0311595 | val_loss: 0.0311798 | Time: 2471.57 ms
[2022-02-16 08:38:59 main:574] : INFO : Epoch 1574 | loss: 0.0311587 | val_loss: 0.0311795 | Time: 2527.15 ms
[2022-02-16 08:39:02 main:574] : INFO : Epoch 1575 | loss: 0.0311601 | val_loss: 0.0311896 | Time: 2486 ms
[2022-02-16 08:39:04 main:574] : INFO : Epoch 1576 | loss: 0.0311604 | val_loss: 0.0311774 | Time: 2542.38 ms
[2022-02-16 08:39:07 main:574] : INFO : Epoch 1577 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 2480.26 ms
[2022-02-16 08:39:09 main:574] : INFO : Epoch 1578 | loss: 0.0311619 | val_loss: 0.0311849 | Time: 2520.78 ms
[2022-02-16 08:39:12 main:574] : INFO : Epoch 1579 | loss: 0.031168 | val_loss: 0.0311779 | Time: 2460.25 ms
[2022-02-16 08:39:14 main:574] : INFO : Epoch 1580 | loss: 0.0311686 | val_loss: 0.0311909 | Time: 2572.37 ms
[2022-02-16 08:39:17 main:574] : INFO : Epoch 1581 | loss: 0.0311606 | val_loss: 0.0311793 | Time: 2489.96 ms
[2022-02-16 08:39:19 main:574] : INFO : Epoch 1582 | loss: 0.0311593 | val_loss: 0.0311809 | Time: 2517.62 ms
[2022-02-16 08:39:22 main:574] : INFO : Epoch 1583 | loss: 0.0311588 | val_loss: 0.0311825 | Time: 2470.91 ms
[2022-02-16 08:39:24 main:574] : INFO : Epoch 1584 | loss: 0.0311583 | val_loss: 0.0311804 | Time: 2497.55 ms
[2022-02-16 08:39:27 main:574] : INFO : Epoch 1585 | loss: 0.0311585 | val_loss: 0.0311803 | Time: 2507.31 ms
[2022-02-16 08:39:29 main:574] : INFO : Epoch 1586 | loss: 0.0311591 | val_loss: 0.0311848 | Time: 2518.36 ms
[2022-02-16 08:39:32 main:574] : INFO : Epoch 1587 | loss: 0.0311628 | val_loss: 0.0311873 | Time: 2483.37 ms
[2022-02-16 08:39:34 main:574] : INFO : Epoch 1588 | loss: 0.0311646 | val_loss: 0.0311799 | Time: 2482.69 ms
[2022-02-16 08:39:37 main:574] : INFO : Epoch 1589 | loss: 0.0311592 | val_loss: 0.0311838 | Time: 2526 ms
[2022-02-16 08:39:39 main:574] : INFO : Epoch 1590 | loss: 0.0311585 | val_loss: 0.0311853 | Time: 2535.75 ms
[2022-02-16 08:39:42 main:574] : INFO : Epoch 1591 | loss: 0.0311601 | val_loss: 0.0311825 | Time: 2476.1 ms
[2022-02-16 08:39:44 main:574] : INFO : Epoch 1592 | loss: 0.0311569 | val_loss: 0.03118 | Time: 2540.01 ms
[2022-02-16 08:39:47 main:574] : INFO : Epoch 1593 | loss: 0.0311575 | val_loss: 0.031177 | Time: 2519.84 ms
[2022-02-16 08:39:49 main:574] : INFO : Epoch 1594 | loss: 0.0311726 | val_loss: 0.0311817 | Time: 2497.79 ms
[2022-02-16 08:39:52 main:574] : INFO : Epoch 1595 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 2552.48 ms
[2022-02-16 08:39:54 main:574] : INFO : Epoch 1596 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 2413.9 ms
[2022-02-16 08:39:57 main:574] : INFO : Epoch 1597 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 2535.82 ms
[2022-02-16 08:39:59 main:574] : INFO : Epoch 1598 | loss: 0.0311759 | val_loss: 0.0311743 | Time: 2528.32 ms
[2022-02-16 08:40:02 main:574] : INFO : Epoch 1599 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 2473.76 ms
[2022-02-16 08:40:04 main:574] : INFO : Epoch 1600 | loss: 0.0311698 | val_loss: 0.0311729 | Time: 2482.14 ms
[2022-02-16 08:40:07 main:574] : INFO : Epoch 1601 | loss: 0.0311703 | val_loss: 0.031178 | Time: 2509.56 ms
[2022-02-16 08:40:09 main:574] : INFO : Epoch 1602 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 2555.89 ms
[2022-02-16 08:40:12 main:574] : INFO : Epoch 1603 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 2483.46 ms
[2022-02-16 08:40:14 main:574] : INFO : Epoch 1604 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 2462.95 ms
[2022-02-16 08:40:17 main:574] : INFO : Epoch 1605 | loss: 0.0311686 | val_loss: 0.0311714 | Time: 2442.2 ms
[2022-02-16 08:40:19 main:574] : INFO : Epoch 1606 | loss: 0.0311678 | val_loss: 0.0311729 | Time: 2488.01 ms
[2022-02-16 08:40:22 main:574] : INFO : Epoch 1607 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 2589.8 ms
[2022-02-16 08:40:25 main:574] : INFO : Epoch 1608 | loss: 0.0311667 | val_loss: 0.031174 | Time: 3110.52 ms
[2022-02-16 08:40:28 main:574] : INFO : Epoch 1609 | loss: 0.031168 | val_loss: 0.0311733 | Time: 2556.78 ms
[2022-02-16 08:40:30 main:574] : INFO : Epoch 1610 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 2526.48 ms
[2022-02-16 08:40:33 main:574] : INFO : Epoch 1611 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 2540.79 ms
[2022-02-16 08:40:35 main:574] : INFO : Epoch 1612 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 2527.57 ms
[2022-02-16 08:40:38 main:574] : INFO : Epoch 1613 | loss: 0.0311666 | val_loss: 0.0311735 | Time: 2467.89 ms
[2022-02-16 08:40:40 main:574] : INFO : Epoch 1614 | loss: 0.031165 | val_loss: 0.0311747 | Time: 2473.35 ms
[2022-02-16 08:40:43 main:574] : INFO : Epoch 1615 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 2512.44 ms
[2022-02-16 08:40:45 main:574] : INFO : Epoch 1616 | loss: 0.031166 | val_loss: 0.0311746 | Time: 2526 ms
[2022-02-16 08:40:48 main:574] : INFO : Epoch 1617 | loss: 0.0311651 | val_loss: 0.0311763 | Time: 2504.98 ms
[2022-02-16 08:40:50 main:574] : INFO : Epoch 1618 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 2523.54 ms
[2022-02-16 08:40:53 main:574] : INFO : Epoch 1619 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 2493.87 ms
[2022-02-16 08:40:55 main:574] : INFO : Epoch 1620 | loss: 0.0311645 | val_loss: 0.0311775 | Time: 2523.5 ms
[2022-02-16 08:40:58 main:574] : INFO : Epoch 1621 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 2524.68 ms
[2022-02-16 08:41:00 main:574] : INFO : Epoch 1622 | loss: 0.0311662 | val_loss: 0.031185 | Time: 2503.01 ms
[2022-02-16 08:41:03 main:574] : INFO : Epoch 1623 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 2519.64 ms
[2022-02-16 08:41:05 main:574] : INFO : Epoch 1624 | loss: 0.0311725 | val_loss: 0.0311737 | Time: 2530.93 ms
[2022-02-16 08:41:08 main:574] : INFO : Epoch 1625 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 2526.88 ms
[2022-02-16 08:41:10 main:574] : INFO : Epoch 1626 | loss: 0.0311661 | val_loss: 0.0311746 | Time: 2448.23 ms
[2022-02-16 08:41:13 main:574] : INFO : Epoch 1627 | loss: 0.0311657 | val_loss: 0.0311773 | Time: 2530.68 ms
[2022-02-16 08:41:15 main:574] : INFO : Epoch 1628 | loss: 0.0311638 | val_loss: 0.0311744 | Time: 2462.04 ms
[2022-02-16 08:41:18 main:574] : INFO : Epoch 1629 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 2522.24 ms
[2022-02-16 08:41:20 main:574] : INFO : Epoch 1630 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 2505.94 ms
[2022-02-16 08:41:23 main:574] : INFO : Epoch 1631 | loss: 0.0311636 | val_loss: 0.031185 | Time: 2486.71 ms
[2022-02-16 08:41:25 main:574] : INFO : Epoch 1632 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 2512.71 ms
[2022-02-16 08:41:28 main:574] : INFO : Epoch 1633 | loss: 0.0311625 | val_loss: 0.0311756 | Time: 2492.52 ms
[2022-02-16 08:41:30 main:574] : INFO : Epoch 1634 | loss: 0.0311634 | val_loss: 0.0311802 | Time: 2533.82 ms
[2022-02-16 08:41:33 main:574] : INFO : Epoch 1635 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 2486.67 ms
[2022-02-16 08:41:35 main:574] : INFO : Epoch 1636 | loss: 0.0311634 | val_loss: 0.0311767 | Time: 2548.63 ms
[2022-02-16 08:41:38 main:574] : INFO : Epoch 1637 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 2470.34 ms
[2022-02-16 08:41:40 main:574] : INFO : Epoch 1638 | loss: 0.031162 | val_loss: 0.0311742 | Time: 2453.65 ms
[2022-02-16 08:41:43 main:574] : INFO : Epoch 1639 | loss: 0.0311617 | val_loss: 0.0311768 | Time: 2551.07 ms
[2022-02-16 08:41:45 main:574] : INFO : Epoch 1640 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 2480.42 ms
[2022-02-16 08:41:48 main:574] : INFO : Epoch 1641 | loss: 0.0311604 | val_loss: 0.031176 | Time: 2530.91 ms
[2022-02-16 08:41:50 main:574] : INFO : Epoch 1642 | loss: 0.0311647 | val_loss: 0.0311807 | Time: 2523.35 ms
[2022-02-16 08:41:53 main:574] : INFO : Epoch 1643 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 2542.04 ms
[2022-02-16 08:41:55 main:574] : INFO : Epoch 1644 | loss: 0.0311661 | val_loss: 0.0311762 | Time: 2493 ms
[2022-02-16 08:41:58 main:574] : INFO : Epoch 1645 | loss: 0.031168 | val_loss: 0.0311739 | Time: 2500.78 ms
[2022-02-16 08:42:01 main:574] : INFO : Epoch 1646 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 2524.66 ms
[2022-02-16 08:42:03 main:574] : INFO : Epoch 1647 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 2452.59 ms
[2022-02-16 08:42:05 main:574] : INFO : Epoch 1648 | loss: 0.031162 | val_loss: 0.0311727 | Time: 2511.02 ms
[2022-02-16 08:42:08 main:574] : INFO : Epoch 1649 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 2494.01 ms
[2022-02-16 08:42:10 main:574] : INFO : Epoch 1650 | loss: 0.0311627 | val_loss: 0.0311709 | Time: 2485.63 ms
[2022-02-16 08:42:13 main:574] : INFO : Epoch 1651 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 2531.51 ms
[2022-02-16 08:42:16 main:574] : INFO : Epoch 1652 | loss: 0.0311652 | val_loss: 0.031175 | Time: 2500.56 ms
[2022-02-16 08:42:18 main:574] : INFO : Epoch 1653 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 2491.24 ms
[2022-02-16 08:42:21 main:574] : INFO : Epoch 1654 | loss: 0.0311654 | val_loss: 0.0311756 | Time: 2535.45 ms
[2022-02-16 08:42:23 main:574] : INFO : Epoch 1655 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 2494.86 ms
[2022-02-16 08:42:26 main:574] : INFO : Epoch 1656 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 2492.9 ms
[2022-02-16 08:42:28 main:574] : INFO : Epoch 1657 | loss: 0.0311631 | val_loss: 0.031177 | Time: 2524.9 ms
[2022-02-16 08:42:31 main:574] : INFO : Epoch 1658 | loss: 0.031165 | val_loss: 0.0311828 | Time: 2499.46 ms
[2022-02-16 08:42:33 main:574] : INFO : Epoch 1659 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 2482.38 ms
[2022-02-16 08:42:36 main:574] : INFO : Epoch 1660 | loss: 0.0311617 | val_loss: 0.0311722 | Time: 2548.4 ms
[2022-02-16 08:42:38 main:574] : INFO : Epoch 1661 | loss: 0.0311622 | val_loss: 0.031177 | Time: 2500.9 ms
[2022-02-16 08:42:41 main:574] : INFO : Epoch 1662 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 2619.01 ms
[2022-02-16 08:42:43 main:574] : INFO : Epoch 1663 | loss: 0.0311674 | val_loss: 0.031172 | Time: 2601.19 ms
[2022-02-16 08:42:46 main:574] : INFO : Epoch 1664 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 2715.88 ms
[2022-02-16 08:42:49 main:574] : INFO : Epoch 1665 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 2678.78 ms
[2022-02-16 08:42:52 main:574] : INFO : Epoch 1666 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 2842.69 ms
[2022-02-16 08:42:54 main:574] : INFO : Epoch 1667 | loss: 0.0311615 | val_loss: 0.0311736 | Time: 2703.49 ms
[2022-02-16 08:42:57 main:574] : INFO : Epoch 1668 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 2612.73 ms
[2022-02-16 08:43:00 main:574] : INFO : Epoch 1669 | loss: 0.0311607 | val_loss: 0.0311736 | Time: 2731.95 ms
[2022-02-16 08:43:02 main:574] : INFO : Epoch 1670 | loss: 0.0311609 | val_loss: 0.0311741 | Time: 2622.84 ms
[2022-02-16 08:43:05 main:574] : INFO : Epoch 1671 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 2682.07 ms
[2022-02-16 08:43:08 main:574] : INFO : Epoch 1672 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 2723.97 ms
[2022-02-16 08:43:10 main:574] : INFO : Epoch 1673 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 2688.84 ms
[2022-02-16 08:43:13 main:574] : INFO : Epoch 1674 | loss: 0.0311711 | val_loss: 0.0311704 | Time: 2714.95 ms
[2022-02-16 08:43:16 main:574] : INFO : Epoch 1675 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 2594.05 ms
[2022-02-16 08:43:18 main:574] : INFO : Epoch 1676 | loss: 0.031166 | val_loss: 0.0311727 | Time: 2576.46 ms
[2022-02-16 08:43:21 main:574] : INFO : Epoch 1677 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 2630.92 ms
[2022-02-16 08:43:24 main:574] : INFO : Epoch 1678 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 2566.86 ms
[2022-02-16 08:43:26 main:574] : INFO : Epoch 1679 | loss: 0.0311649 | val_loss: 0.0311713 | Time: 2644.51 ms
[2022-02-16 08:43:29 main:574] : INFO : Epoch 1680 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 2657.53 ms
[2022-02-16 08:43:31 main:574] : INFO : Epoch 1681 | loss: 0.0311656 | val_loss: 0.0311773 | Time: 2588.35 ms
[2022-02-16 08:43:34 main:574] : INFO : Epoch 1682 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 2594.5 ms
[2022-02-16 08:43:37 main:574] : INFO : Epoch 1683 | loss: 0.0311708 | val_loss: 0.0311756 | Time: 2685.33 ms
[2022-02-16 08:43:39 main:574] : INFO : Epoch 1684 | loss: 0.0311727 | val_loss: 0.0311783 | Time: 2591.73 ms
[2022-02-16 08:43:42 main:574] : INFO : Epoch 1685 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 2654.94 ms
[2022-02-16 08:43:45 main:574] : INFO : Epoch 1686 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 2497.56 ms
[2022-02-16 08:43:47 main:574] : INFO : Epoch 1687 | loss: 0.0311696 | val_loss: 0.0311775 | Time: 2555.78 ms
[2022-02-16 08:43:50 main:574] : INFO : Epoch 1688 | loss: 0.0311709 | val_loss: 0.0311751 | Time: 2493.28 ms
[2022-02-16 08:43:52 main:574] : INFO : Epoch 1689 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 2548.98 ms
[2022-02-16 08:43:55 main:574] : INFO : Epoch 1690 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 2542.47 ms
[2022-02-16 08:43:57 main:574] : INFO : Epoch 1691 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 2489.23 ms
[2022-02-16 08:44:00 main:574] : INFO : Epoch 1692 | loss: 0.031169 | val_loss: 0.031179 | Time: 2560.8 ms
[2022-02-16 08:44:02 main:574] : INFO : Epoch 1693 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 2660.89 ms
[2022-02-16 08:44:05 main:574] : INFO : Epoch 1694 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 3067.49 ms
[2022-02-16 08:44:09 main:574] : INFO : Epoch 1695 | loss: 0.0311825 | val_loss: 0.0311844 | Time: 3030.82 ms
[2022-02-16 08:44:12 main:574] : INFO : Epoch 1696 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 3125.53 ms
[2022-02-16 08:44:15 main:574] : INFO : Epoch 1697 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 2999.04 ms
[2022-02-16 08:44:18 main:574] : INFO : Epoch 1698 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 3084.58 ms
[2022-02-16 08:44:21 main:574] : INFO : Epoch 1699 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 2993.75 ms
[2022-02-16 08:44:24 main:574] : INFO : Epoch 1700 | loss: 0.0311776 | val_loss: 0.0311868 | Time: 3007.08 ms
[2022-02-16 08:44:27 main:574] : INFO : Epoch 1701 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 3035.66 ms
[2022-02-16 08:44:30 main:574] : INFO : Epoch 1702 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 3003.94 ms
[2022-02-16 08:44:33 main:574] : INFO : Epoch 1703 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 3056.03 ms
[2022-02-16 08:44:36 main:574] : INFO : Epoch 1704 | loss: 0.0311777 | val_loss: 0.0311889 | Time: 3076.57 ms
[2022-02-16 08:44:39 main:574] : INFO : Epoch 1705 | loss: 0.031177 | val_loss: 0.0311811 | Time: 3036.68 ms
[2022-02-16 08:44:42 main:574] : INFO : Epoch 1706 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 3044.5 ms
[2022-02-16 08:44:45 main:574] : INFO : Epoch 1707 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 3060.83 ms
[2022-02-16 08:44:48 main:574] : INFO : Epoch 1708 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 3014.28 ms
[2022-02-16 08:44:51 main:574] : INFO : Epoch 1709 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 3020.06 ms
[2022-02-16 08:44:54 main:574] : INFO : Epoch 1710 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 2939.36 ms
[2022-02-16 08:44:57 main:574] : INFO : Epoch 1711 | loss: 0.0311675 | val_loss: 0.03118 | Time: 3047.86 ms
[2022-02-16 08:45:00 main:574] : INFO : Epoch 1712 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 3017.35 ms
[2022-02-16 08:45:03 main:574] : INFO : Epoch 1713 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 3107.65 ms
[2022-02-16 08:45:06 main:574] : INFO : Epoch 1714 | loss: 0.0311657 | val_loss: 0.0311812 | Time: 3033.44 ms
[2022-02-16 08:45:09 main:574] : INFO : Epoch 1715 | loss: 0.0311685 | val_loss: 0.031178 | Time: 3092.13 ms
[2022-02-16 08:45:12 main:574] : INFO : Epoch 1716 | loss: 0.0311659 | val_loss: 0.0311739 | Time: 3012.43 ms
[2022-02-16 08:45:16 main:574] : INFO : Epoch 1717 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 3076.4 ms
[2022-02-16 08:45:19 main:574] : INFO : Epoch 1718 | loss: 0.0311643 | val_loss: 0.0311764 | Time: 2982.7 ms
[2022-02-16 08:45:22 main:574] : INFO : Epoch 1719 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 3020.81 ms
[2022-02-16 08:45:25 main:574] : INFO : Epoch 1720 | loss: 0.0311653 | val_loss: 0.0311822 | Time: 3090.64 ms
[2022-02-16 08:45:28 main:574] : INFO : Epoch 1721 | loss: 0.0311658 | val_loss: 0.0311746 | Time: 2988.18 ms
[2022-02-16 08:45:31 main:574] : INFO : Epoch 1722 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 3055.82 ms
[2022-02-16 08:45:34 main:574] : INFO : Epoch 1723 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 2995.08 ms
[2022-02-16 08:45:37 main:574] : INFO : Epoch 1724 | loss: 0.031164 | val_loss: 0.0311755 | Time: 3041.3 ms
[2022-02-16 08:45:40 main:574] : INFO : Epoch 1725 | loss: 0.0311637 | val_loss: 0.031174 | Time: 3042.14 ms
[2022-02-16 08:45:43 main:574] : INFO : Epoch 1726 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 3010.81 ms
[2022-02-16 08:45:46 main:574] : INFO : Epoch 1727 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 3059.95 ms
[2022-02-16 08:45:49 main:574] : INFO : Epoch 1728 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 3005.38 ms
[2022-02-16 08:45:52 main:574] : INFO : Epoch 1729 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 3006.3 ms
[2022-02-16 08:45:55 main:574] : INFO : Epoch 1730 | loss: 0.03117 | val_loss: 0.0311964 | Time: 2980.67 ms
[2022-02-16 08:45:58 main:574] : INFO : Epoch 1731 | loss: 0.0311706 | val_loss: 0.0311866 | Time: 3050.65 ms
[2022-02-16 08:46:01 main:574] : INFO : Epoch 1732 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 2916.87 ms
[2022-02-16 08:46:04 main:574] : INFO : Epoch 1733 | loss: 0.031162 | val_loss: 0.0311758 | Time: 3028.25 ms
[2022-02-16 08:46:07 main:574] : INFO : Epoch 1734 | loss: 0.0311608 | val_loss: 0.0311762 | Time: 3014.14 ms
[2022-02-16 08:46:10 main:574] : INFO : Epoch 1735 | loss: 0.0311599 | val_loss: 0.031176 | Time: 3081.44 ms
[2022-02-16 08:46:13 main:574] : INFO : Epoch 1736 | loss: 0.0311604 | val_loss: 0.031175 | Time: 3071.22 ms
[2022-02-16 08:46:16 main:574] : INFO : Epoch 1737 | loss: 0.0311603 | val_loss: 0.0311771 | Time: 3018.78 ms
[2022-02-16 08:46:19 main:574] : INFO : Epoch 1738 | loss: 0.0311606 | val_loss: 0.0311757 | Time: 3085 ms
[2022-02-16 08:46:22 main:574] : INFO : Epoch 1739 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 3015.45 ms
[2022-02-16 08:46:25 main:574] : INFO : Epoch 1740 | loss: 0.0311605 | val_loss: 0.031175 | Time: 3073.7 ms
[2022-02-16 08:46:28 main:574] : INFO : Epoch 1741 | loss: 0.0311626 | val_loss: 0.031173 | Time: 3016.47 ms
[2022-02-16 08:46:31 main:574] : INFO : Epoch 1742 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 3055.82 ms
[2022-02-16 08:46:34 main:574] : INFO : Epoch 1743 | loss: 0.0311594 | val_loss: 0.0311738 | Time: 2985.2 ms
[2022-02-16 08:46:37 main:574] : INFO : Epoch 1744 | loss: 0.0311597 | val_loss: 0.0311752 | Time: 3026.48 ms
[2022-02-16 08:46:40 main:574] : INFO : Epoch 1745 | loss: 0.0311625 | val_loss: 0.0311802 | Time: 2998.3 ms
[2022-02-16 08:46:43 main:574] : INFO : Epoch 1746 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 2993 ms
[2022-02-16 08:46:46 main:574] : INFO : Epoch 1747 | loss: 0.0311578 | val_loss: 0.0311739 | Time: 3024.45 ms
[2022-02-16 08:46:50 main:574] : INFO : Epoch 1748 | loss: 0.0311586 | val_loss: 0.0311749 | Time: 3069.93 ms
[2022-02-16 08:46:53 main:574] : INFO : Epoch 1749 | loss: 0.0311582 | val_loss: 0.0311735 | Time: 3066.07 ms
[2022-02-16 08:46:56 main:574] : INFO : Epoch 1750 | loss: 0.031162 | val_loss: 0.0311759 | Time: 3022.25 ms
[2022-02-16 08:46:59 main:574] : INFO : Epoch 1751 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 3038 ms
[2022-02-16 08:47:02 main:574] : INFO : Epoch 1752 | loss: 0.0311619 | val_loss: 0.0311752 | Time: 2992.96 ms
[2022-02-16 08:47:05 main:574] : INFO : Epoch 1753 | loss: 0.0311603 | val_loss: 0.0311755 | Time: 3071.14 ms
[2022-02-16 08:47:08 main:574] : INFO : Epoch 1754 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 2976.34 ms
[2022-02-16 08:47:11 main:574] : INFO : Epoch 1755 | loss: 0.0311594 | val_loss: 0.0311784 | Time: 3007.54 ms
[2022-02-16 08:47:14 main:574] : INFO : Epoch 1756 | loss: 0.03116 | val_loss: 0.0311798 | Time: 3015.35 ms
[2022-02-16 08:47:17 main:574] : INFO : Epoch 1757 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 3032.41 ms
[2022-02-16 08:47:20 main:574] : INFO : Epoch 1758 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 3022.93 ms
[2022-02-16 08:47:23 main:574] : INFO : Epoch 1759 | loss: 0.031168 | val_loss: 0.0311874 | Time: 3335.62 ms
[2022-02-16 08:47:26 main:574] : INFO : Epoch 1760 | loss: 0.0311691 | val_loss: 0.0311812 | Time: 3049.42 ms
[2022-02-16 08:47:29 main:574] : INFO : Epoch 1761 | loss: 0.0311639 | val_loss: 0.0311756 | Time: 2960.24 ms
[2022-02-16 08:47:32 main:574] : INFO : Epoch 1762 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 3024.58 ms
[2022-02-16 08:47:35 main:574] : INFO : Epoch 1763 | loss: 0.0311621 | val_loss: 0.0311754 | Time: 3046.63 ms
[2022-02-16 08:47:38 main:574] : INFO : Epoch 1764 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 3024.41 ms
[2022-02-16 08:47:41 main:574] : INFO : Epoch 1765 | loss: 0.0311621 | val_loss: 0.0311766 | Time: 3010.72 ms
[2022-02-16 08:47:44 main:574] : INFO : Epoch 1766 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 3055.58 ms
[2022-02-16 08:47:48 main:574] : INFO : Epoch 1767 | loss: 0.0311607 | val_loss: 0.031177 | Time: 3304.05 ms
[2022-02-16 08:47:51 main:574] : INFO : Epoch 1768 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 3206.27 ms
[2022-02-16 08:47:54 main:574] : INFO : Epoch 1769 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 3083.74 ms
[2022-02-16 08:47:57 main:574] : INFO : Epoch 1770 | loss: 0.0311594 | val_loss: 0.031175 | Time: 3057.58 ms
[2022-02-16 08:48:00 main:574] : INFO : Epoch 1771 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 3057.15 ms
[2022-02-16 08:48:03 main:574] : INFO : Epoch 1772 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 3026.64 ms
[2022-02-16 08:48:06 main:574] : INFO : Epoch 1773 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 2950.81 ms
[2022-02-16 08:48:09 main:574] : INFO : Epoch 1774 | loss: 0.03117 | val_loss: 0.0311768 | Time: 3014.35 ms
[2022-02-16 08:48:12 main:574] : INFO : Epoch 1775 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 3064.97 ms
[2022-02-16 08:48:15 main:574] : INFO : Epoch 1776 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 2961.63 ms
[2022-02-16 08:48:18 main:574] : INFO : Epoch 1777 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 3034.14 ms
[2022-02-16 08:48:21 main:574] : INFO : Epoch 1778 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 2998.05 ms
[2022-02-16 08:48:24 main:574] : INFO : Epoch 1779 | loss: 0.0311635 | val_loss: 0.0311751 | Time: 2995.02 ms
[2022-02-16 08:48:27 main:574] : INFO : Epoch 1780 | loss: 0.0311631 | val_loss: 0.0311739 | Time: 3019.68 ms
[2022-02-16 08:48:30 main:574] : INFO : Epoch 1781 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 3012.03 ms
[2022-02-16 08:48:33 main:574] : INFO : Epoch 1782 | loss: 0.0311631 | val_loss: 0.0311765 | Time: 3036.94 ms
[2022-02-16 08:48:36 main:574] : INFO : Epoch 1783 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 3079.51 ms
[2022-02-16 08:48:39 main:574] : INFO : Epoch 1784 | loss: 0.0311617 | val_loss: 0.0311742 | Time: 3003.27 ms
[2022-02-16 08:48:42 main:574] : INFO : Epoch 1785 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 3016.35 ms
[2022-02-16 08:48:45 main:574] : INFO : Epoch 1786 | loss: 0.0311607 | val_loss: 0.0311786 | Time: 3001.41 ms
[2022-02-16 08:48:48 main:574] : INFO : Epoch 1787 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 3038.63 ms
[2022-02-16 08:48:51 main:574] : INFO : Epoch 1788 | loss: 0.0311624 | val_loss: 0.0311786 | Time: 3012.16 ms
[2022-02-16 08:48:55 main:574] : INFO : Epoch 1789 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 3032.54 ms
[2022-02-16 08:48:58 main:574] : INFO : Epoch 1790 | loss: 0.0311601 | val_loss: 0.0311757 | Time: 2998.19 ms
[2022-02-16 08:49:01 main:574] : INFO : Epoch 1791 | loss: 0.0311608 | val_loss: 0.0311788 | Time: 3013.94 ms
[2022-02-16 08:49:04 main:574] : INFO : Epoch 1792 | loss: 0.03116 | val_loss: 0.0311767 | Time: 3010.03 ms
[2022-02-16 08:49:07 main:574] : INFO : Epoch 1793 | loss: 0.0311625 | val_loss: 0.0311794 | Time: 3010.04 ms
[2022-02-16 08:49:10 main:574] : INFO : Epoch 1794 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 2975.4 ms
[2022-02-16 08:49:13 main:574] : INFO : Epoch 1795 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 3025.12 ms
[2022-02-16 08:49:16 main:574] : INFO : Epoch 1796 | loss: 0.0311642 | val_loss: 0.0311773 | Time: 3026.5 ms
[2022-02-16 08:49:19 main:574] : INFO : Epoch 1797 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 3090.86 ms
[2022-02-16 08:49:22 main:574] : INFO : Epoch 1798 | loss: 0.0311643 | val_loss: 0.0311888 | Time: 2908.7 ms
[2022-02-16 08:49:25 main:574] : INFO : Epoch 1799 | loss: 0.0311621 | val_loss: 0.0311768 | Time: 3022.35 ms
[2022-02-16 08:49:28 main:574] : INFO : Epoch 1800 | loss: 0.0311616 | val_loss: 0.0311799 | Time: 3007.31 ms
[2022-02-16 08:49:31 main:574] : INFO : Epoch 1801 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 3054.19 ms
[2022-02-16 08:49:34 main:574] : INFO : Epoch 1802 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 3024.38 ms
[2022-02-16 08:49:37 main:574] : INFO : Epoch 1803 | loss: 0.0311601 | val_loss: 0.031178 | Time: 3078.13 ms
[2022-02-16 08:49:40 main:574] : INFO : Epoch 1804 | loss: 0.0311614 | val_loss: 0.0311761 | Time: 3026.21 ms
[2022-02-16 08:49:43 main:574] : INFO : Epoch 1805 | loss: 0.0311595 | val_loss: 0.0311768 | Time: 3062.12 ms
[2022-02-16 08:49:46 main:574] : INFO : Epoch 1806 | loss: 0.0311573 | val_loss: 0.0311785 | Time: 3044.7 ms
[2022-02-16 08:49:49 main:574] : INFO : Epoch 1807 | loss: 0.0311574 | val_loss: 0.0311775 | Time: 3047.84 ms
[2022-02-16 08:49:52 main:574] : INFO : Epoch 1808 | loss: 0.0311595 | val_loss: 0.0311795 | Time: 3016.15 ms
[2022-02-16 08:49:55 main:574] : INFO : Epoch 1809 | loss: 0.0311601 | val_loss: 0.0311781 | Time: 3052.72 ms
[2022-02-16 08:49:58 main:574] : INFO : Epoch 1810 | loss: 0.0311571 | val_loss: 0.0311776 | Time: 2995.98 ms
[2022-02-16 08:50:01 main:574] : INFO : Epoch 1811 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 3004.69 ms
[2022-02-16 08:50:04 main:574] : INFO : Epoch 1812 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 2962.68 ms
[2022-02-16 08:50:07 main:574] : INFO : Epoch 1813 | loss: 0.0311606 | val_loss: 0.031175 | Time: 3003.73 ms
[2022-02-16 08:50:10 main:574] : INFO : Epoch 1814 | loss: 0.0311614 | val_loss: 0.0311737 | Time: 3114.62 ms
[2022-02-16 08:50:13 main:574] : INFO : Epoch 1815 | loss: 0.0311583 | val_loss: 0.0311781 | Time: 3064.92 ms
[2022-02-16 08:50:16 main:574] : INFO : Epoch 1816 | loss: 0.0311579 | val_loss: 0.0311741 | Time: 3053.52 ms
[2022-02-16 08:50:19 main:574] : INFO : Epoch 1817 | loss: 0.0311564 | val_loss: 0.0311762 | Time: 3008.72 ms
[2022-02-16 08:50:22 main:574] : INFO : Epoch 1818 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 3029.2 ms
[2022-02-16 08:50:25 main:574] : INFO : Epoch 1819 | loss: 0.0311553 | val_loss: 0.0311751 | Time: 3067.97 ms
[2022-02-16 08:50:28 main:574] : INFO : Epoch 1820 | loss: 0.031155 | val_loss: 0.031174 | Time: 2961.27 ms
[2022-02-16 08:50:31 main:574] : INFO : Epoch 1821 | loss: 0.0311588 | val_loss: 0.0311784 | Time: 3004.57 ms
[2022-02-16 08:50:34 main:574] : INFO : Epoch 1822 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 2985.47 ms
[2022-02-16 08:50:38 main:574] : INFO : Epoch 1823 | loss: 0.0311611 | val_loss: 0.0311751 | Time: 3065.45 ms
[2022-02-16 08:50:41 main:574] : INFO : Epoch 1824 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 2991.81 ms
[2022-02-16 08:50:44 main:574] : INFO : Epoch 1825 | loss: 0.0311604 | val_loss: 0.031172 | Time: 2989.75 ms
[2022-02-16 08:50:47 main:574] : INFO : Epoch 1826 | loss: 0.0311594 | val_loss: 0.0311748 | Time: 2993.51 ms
[2022-02-16 08:50:50 main:574] : INFO : Epoch 1827 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 3014.2 ms
[2022-02-16 08:50:53 main:574] : INFO : Epoch 1828 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 3003.72 ms
[2022-02-16 08:50:56 main:574] : INFO : Epoch 1829 | loss: 0.0311597 | val_loss: 0.0311752 | Time: 3024.33 ms
[2022-02-16 08:50:59 main:574] : INFO : Epoch 1830 | loss: 0.0311597 | val_loss: 0.0311733 | Time: 3051.39 ms
[2022-02-16 08:51:02 main:574] : INFO : Epoch 1831 | loss: 0.0311587 | val_loss: 0.0311732 | Time: 3045.81 ms
[2022-02-16 08:51:05 main:574] : INFO : Epoch 1832 | loss: 0.0311588 | val_loss: 0.0311727 | Time: 3047.23 ms
[2022-02-16 08:51:08 main:574] : INFO : Epoch 1833 | loss: 0.03116 | val_loss: 0.0311728 | Time: 3012.91 ms
[2022-02-16 08:51:11 main:574] : INFO : Epoch 1834 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 3024.1 ms
[2022-02-16 08:51:14 main:574] : INFO : Epoch 1835 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 3021.28 ms
[2022-02-16 08:51:17 main:574] : INFO : Epoch 1836 | loss: 0.0311564 | val_loss: 0.031172 | Time: 2994.84 ms
[2022-02-16 08:51:20 main:574] : INFO : Epoch 1837 | loss: 0.0311589 | val_loss: 0.0311747 | Time: 3011.5 ms
[2022-02-16 08:51:23 main:574] : INFO : Epoch 1838 | loss: 0.031157 | val_loss: 0.0311713 | Time: 2992.74 ms
[2022-02-16 08:51:26 main:574] : INFO : Epoch 1839 | loss: 0.031157 | val_loss: 0.0311727 | Time: 3075.16 ms
[2022-02-16 08:51:29 main:574] : INFO : Epoch 1840 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 3008.03 ms
[2022-02-16 08:51:32 main:574] : INFO : Epoch 1841 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 3003.39 ms
[2022-02-16 08:51:35 main:574] : INFO : Epoch 1842 | loss: 0.0311547 | val_loss: 0.0311735 | Time: 2981.57 ms
[2022-02-16 08:51:38 main:574] : INFO : Epoch 1843 | loss: 0.0311574 | val_loss: 0.0311722 | Time: 2971.89 ms
[2022-02-16 08:51:41 main:574] : INFO : Epoch 1844 | loss: 0.0311566 | val_loss: 0.0311739 | Time: 3028.37 ms
[2022-02-16 08:51:44 main:574] : INFO : Epoch 1845 | loss: 0.0311577 | val_loss: 0.0311724 | Time: 3054.85 ms
[2022-02-16 08:51:47 main:574] : INFO : Epoch 1846 | loss: 0.0311557 | val_loss: 0.0311737 | Time: 3015.43 ms
[2022-02-16 08:51:50 main:574] : INFO : Epoch 1847 | loss: 0.0311549 | val_loss: 0.0311724 | Time: 2950.17 ms
[2022-02-16 08:51:53 main:574] : INFO : Epoch 1848 | loss: 0.0311535 | val_loss: 0.0311712 | Time: 2983.54 ms
[2022-02-16 08:51:56 main:574] : INFO : Epoch 1849 | loss: 0.0311524 | val_loss: 0.0311727 | Time: 3038.85 ms
[2022-02-16 08:51:59 main:574] : INFO : Epoch 1850 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 3044.61 ms
[2022-02-16 08:52:02 main:574] : INFO : Epoch 1851 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 2983.58 ms
[2022-02-16 08:52:05 main:574] : INFO : Epoch 1852 | loss: 0.0311615 | val_loss: 0.0311785 | Time: 3036.9 ms
[2022-02-16 08:52:08 main:574] : INFO : Epoch 1853 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 2991.44 ms
[2022-02-16 08:52:11 main:574] : INFO : Epoch 1854 | loss: 0.031162 | val_loss: 0.0311766 | Time: 3067.11 ms
[2022-02-16 08:52:14 main:574] : INFO : Epoch 1855 | loss: 0.0311614 | val_loss: 0.0311759 | Time: 2997.17 ms
[2022-02-16 08:52:17 main:574] : INFO : Epoch 1856 | loss: 0.0311601 | val_loss: 0.031179 | Time: 2966.97 ms
[2022-02-16 08:52:20 main:574] : INFO : Epoch 1857 | loss: 0.0311592 | val_loss: 0.0311758 | Time: 3005.77 ms
[2022-02-16 08:52:23 main:574] : INFO : Epoch 1858 | loss: 0.031159 | val_loss: 0.0311754 | Time: 3044.53 ms
[2022-02-16 08:52:26 main:574] : INFO : Epoch 1859 | loss: 0.0311596 | val_loss: 0.0311759 | Time: 3066 ms
[2022-02-16 08:52:29 main:574] : INFO : Epoch 1860 | loss: 0.0311592 | val_loss: 0.031177 | Time: 3001.88 ms
[2022-02-16 08:52:32 main:574] : INFO : Epoch 1861 | loss: 0.031158 | val_loss: 0.0311766 | Time: 3008.52 ms
[2022-02-16 08:52:35 main:574] : INFO : Epoch 1862 | loss: 0.0311559 | val_loss: 0.0311784 | Time: 3123.28 ms
[2022-02-16 08:52:38 main:574] : INFO : Epoch 1863 | loss: 0.0311579 | val_loss: 0.0311782 | Time: 3050.92 ms
[2022-02-16 08:52:41 main:574] : INFO : Epoch 1864 | loss: 0.0311582 | val_loss: 0.0311787 | Time: 2923.97 ms
[2022-02-16 08:52:44 main:574] : INFO : Epoch 1865 | loss: 0.0311569 | val_loss: 0.0311772 | Time: 2952.16 ms
[2022-02-16 08:52:47 main:574] : INFO : Epoch 1866 | loss: 0.0311583 | val_loss: 0.0311786 | Time: 2989.76 ms
[2022-02-16 08:52:50 main:574] : INFO : Epoch 1867 | loss: 0.0311585 | val_loss: 0.0311808 | Time: 3041.14 ms
[2022-02-16 08:52:53 main:574] : INFO : Epoch 1868 | loss: 0.0311596 | val_loss: 0.0311757 | Time: 3014.32 ms
[2022-02-16 08:52:57 main:574] : INFO : Epoch 1869 | loss: 0.0311588 | val_loss: 0.0311755 | Time: 3389.76 ms
[2022-02-16 08:53:00 main:574] : INFO : Epoch 1870 | loss: 0.03116 | val_loss: 0.0311807 | Time: 3018.12 ms
[2022-02-16 08:53:03 main:574] : INFO : Epoch 1871 | loss: 0.0311652 | val_loss: 0.031175 | Time: 2965.83 ms
[2022-02-16 08:53:06 main:574] : INFO : Epoch 1872 | loss: 0.0311677 | val_loss: 0.0311823 | Time: 3019.21 ms
[2022-02-16 08:53:09 main:574] : INFO : Epoch 1873 | loss: 0.0311652 | val_loss: 0.0311836 | Time: 2974.92 ms
[2022-02-16 08:53:12 main:574] : INFO : Epoch 1874 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 3077.48 ms
[2022-02-16 08:53:15 main:574] : INFO : Epoch 1875 | loss: 0.0311567 | val_loss: 0.0311771 | Time: 3002.99 ms
[2022-02-16 08:53:18 main:574] : INFO : Epoch 1876 | loss: 0.0311576 | val_loss: 0.0311856 | Time: 3065.31 ms
[2022-02-16 08:53:21 main:574] : INFO : Epoch 1877 | loss: 0.0311578 | val_loss: 0.0311753 | Time: 2993.84 ms
[2022-02-16 08:53:24 main:574] : INFO : Epoch 1878 | loss: 0.0311582 | val_loss: 0.0311754 | Time: 2959.89 ms
[2022-02-16 08:53:27 main:574] : INFO : Epoch 1879 | loss: 0.0311547 | val_loss: 0.0311769 | Time: 3005.66 ms
[2022-02-16 08:53:30 main:574] : INFO : Epoch 1880 | loss: 0.0311558 | val_loss: 0.0311829 | Time: 3028.05 ms
[2022-02-16 08:53:33 main:574] : INFO : Epoch 1881 | loss: 0.0311557 | val_loss: 0.0311728 | Time: 3001.55 ms
[2022-02-16 08:53:36 main:574] : INFO : Epoch 1882 | loss: 0.0311539 | val_loss: 0.0311754 | Time: 3061.44 ms
[2022-02-16 08:53:39 main:574] : INFO : Epoch 1883 | loss: 0.0311529 | val_loss: 0.031171 | Time: 3012.86 ms
[2022-02-16 08:53:42 main:574] : INFO : Epoch 1884 | loss: 0.0311537 | val_loss: 0.0311734 | Time: 3044.21 ms
[2022-02-16 08:53:45 main:574] : INFO : Epoch 1885 | loss: 0.0311562 | val_loss: 0.0311768 | Time: 3001.62 ms
[2022-02-16 08:53:48 main:574] : INFO : Epoch 1886 | loss: 0.031156 | val_loss: 0.0311729 | Time: 2928.23 ms
[2022-02-16 08:53:51 main:574] : INFO : Epoch 1887 | loss: 0.0311559 | val_loss: 0.0311782 | Time: 3014.74 ms
[2022-02-16 08:53:54 main:574] : INFO : Epoch 1888 | loss: 0.0311536 | val_loss: 0.0311734 | Time: 3050.68 ms
[2022-02-16 08:53:57 main:574] : INFO : Epoch 1889 | loss: 0.0311531 | val_loss: 0.0311739 | Time: 3023.26 ms
[2022-02-16 08:54:00 main:574] : INFO : Epoch 1890 | loss: 0.0311541 | val_loss: 0.0311796 | Time: 3005.99 ms
[2022-02-16 08:54:03 main:574] : INFO : Epoch 1891 | loss: 0.0311549 | val_loss: 0.0311833 | Time: 3021.77 ms
[2022-02-16 08:54:06 main:574] : INFO : Epoch 1892 | loss: 0.0311602 | val_loss: 0.0311781 | Time: 3034.23 ms
[2022-02-16 08:54:09 main:574] : INFO : Epoch 1893 | loss: 0.0311572 | val_loss: 0.0311731 | Time: 3076.74 ms
[2022-02-16 08:54:12 main:574] : INFO : Epoch 1894 | loss: 0.0311566 | val_loss: 0.031188 | Time: 3015.6 ms
[2022-02-16 08:54:15 main:574] : INFO : Epoch 1895 | loss: 0.0311598 | val_loss: 0.0311801 | Time: 2994.65 ms
[2022-02-16 08:54:18 main:574] : INFO : Epoch 1896 | loss: 0.0311577 | val_loss: 0.0311817 | Time: 3003.34 ms
[2022-02-16 08:54:21 main:574] : INFO : Epoch 1897 | loss: 0.0311538 | val_loss: 0.0311745 | Time: 3035.18 ms
[2022-02-16 08:54:24 main:574] : INFO : Epoch 1898 | loss: 0.0311528 | val_loss: 0.0311767 | Time: 2978.69 ms
[2022-02-16 08:54:27 main:574] : INFO : Epoch 1899 | loss: 0.0311521 | val_loss: 0.0311778 | Time: 3020.36 ms
[2022-02-16 08:54:30 main:574] : INFO : Epoch 1900 | loss: 0.0311543 | val_loss: 0.0311788 | Time: 2981.57 ms
[2022-02-16 08:54:33 main:574] : INFO : Epoch 1901 | loss: 0.0311531 | val_loss: 0.031177 | Time: 3028.5 ms
[2022-02-16 08:54:36 main:574] : INFO : Epoch 1902 | loss: 0.0311529 | val_loss: 0.0311797 | Time: 3001.53 ms
[2022-02-16 08:54:39 main:574] : INFO : Epoch 1903 | loss: 0.031156 | val_loss: 0.0311791 | Time: 2960.93 ms
[2022-02-16 08:54:42 main:574] : INFO : Epoch 1904 | loss: 0.0311566 | val_loss: 0.0311792 | Time: 2982.66 ms
[2022-02-16 08:54:45 main:574] : INFO : Epoch 1905 | loss: 0.0311567 | val_loss: 0.0311774 | Time: 2941 ms
[2022-02-16 08:54:48 main:574] : INFO : Epoch 1906 | loss: 0.0311561 | val_loss: 0.0311772 | Time: 3011.5 ms
[2022-02-16 08:54:51 main:574] : INFO : Epoch 1907 | loss: 0.031161 | val_loss: 0.0311754 | Time: 3043.6 ms
[2022-02-16 08:54:54 main:574] : INFO : Epoch 1908 | loss: 0.0311592 | val_loss: 0.0311799 | Time: 2978.64 ms
[2022-02-16 08:54:57 main:574] : INFO : Epoch 1909 | loss: 0.0311617 | val_loss: 0.0311802 | Time: 2959.13 ms
[2022-02-16 08:55:00 main:574] : INFO : Epoch 1910 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 3065.73 ms
[2022-02-16 08:55:03 main:574] : INFO : Epoch 1911 | loss: 0.0311667 | val_loss: 0.031171 | Time: 2998.51 ms
[2022-02-16 08:55:06 main:574] : INFO : Epoch 1912 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 2994.86 ms
[2022-02-16 08:55:10 main:574] : INFO : Epoch 1913 | loss: 0.0311571 | val_loss: 0.0311757 | Time: 3084.03 ms
[2022-02-16 08:55:12 main:574] : INFO : Epoch 1914 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 2934.43 ms
[2022-02-16 08:55:16 main:574] : INFO : Epoch 1915 | loss: 0.0311566 | val_loss: 0.0311718 | Time: 3037.55 ms
[2022-02-16 08:55:19 main:574] : INFO : Epoch 1916 | loss: 0.0311572 | val_loss: 0.0311713 | Time: 2994.28 ms
[2022-02-16 08:55:22 main:574] : INFO : Epoch 1917 | loss: 0.0311562 | val_loss: 0.0311708 | Time: 3045.82 ms
[2022-02-16 08:55:25 main:574] : INFO : Epoch 1918 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 3021.52 ms
[2022-02-16 08:55:28 main:574] : INFO : Epoch 1919 | loss: 0.0311543 | val_loss: 0.0311698 | Time: 3077.29 ms
[2022-02-16 08:55:31 main:574] : INFO : Epoch 1920 | loss: 0.0311543 | val_loss: 0.0311714 | Time: 3020.94 ms
[2022-02-16 08:55:34 main:574] : INFO : Epoch 1921 | loss: 0.0311619 | val_loss: 0.031169 | Time: 2991.86 ms
[2022-02-16 08:55:37 main:574] : INFO : Epoch 1922 | loss: 0.031158 | val_loss: 0.0311747 | Time: 3054.37 ms
[2022-02-16 08:55:40 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311757 | Time: 3009.6 ms
[2022-02-16 08:55:43 main:574] : INFO : Epoch 1924 | loss: 0.0311594 | val_loss: 0.0311731 | Time: 3031.55 ms
[2022-02-16 08:55:46 main:574] : INFO : Epoch 1925 | loss: 0.0311586 | val_loss: 0.0311801 | Time: 2973.41 ms
[2022-02-16 08:55:49 main:574] : INFO : Epoch 1926 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 2975.69 ms
[2022-02-16 08:55:52 main:574] : INFO : Epoch 1927 | loss: 0.0311596 | val_loss: 0.0311701 | Time: 3018.46 ms
[2022-02-16 08:55:55 main:574] : INFO : Epoch 1928 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 3105.46 ms
[2022-02-16 08:55:58 main:574] : INFO : Epoch 1929 | loss: 0.0311553 | val_loss: 0.031171 | Time: 3000.55 ms
[2022-02-16 08:56:01 main:574] : INFO : Epoch 1930 | loss: 0.031156 | val_loss: 0.031169 | Time: 2909.92 ms
[2022-02-16 08:56:04 main:574] : INFO : Epoch 1931 | loss: 0.031153 | val_loss: 0.0311731 | Time: 2979.85 ms
[2022-02-16 08:56:07 main:574] : INFO : Epoch 1932 | loss: 0.0311523 | val_loss: 0.0311695 | Time: 2985.5 ms
[2022-02-16 08:56:10 main:574] : INFO : Epoch 1933 | loss: 0.031151 | val_loss: 0.0311719 | Time: 3010.64 ms
[2022-02-16 08:56:13 main:574] : INFO : Epoch 1934 | loss: 0.0311511 | val_loss: 0.0311716 | Time: 3009.46 ms
[2022-02-16 08:56:16 main:574] : INFO : Epoch 1935 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 2988.42 ms
[2022-02-16 08:56:19 main:574] : INFO : Epoch 1936 | loss: 0.0311504 | val_loss: 0.0311758 | Time: 3031.34 ms
[2022-02-16 08:56:22 main:574] : INFO : Epoch 1937 | loss: 0.0311501 | val_loss: 0.0311703 | Time: 2993.85 ms
[2022-02-16 08:56:25 main:574] : INFO : Epoch 1938 | loss: 0.0311503 | val_loss: 0.0311687 | Time: 3022.48 ms
[2022-02-16 08:56:28 main:574] : INFO : Epoch 1939 | loss: 0.0311502 | val_loss: 0.0311779 | Time: 2977.77 ms
[2022-02-16 08:56:31 main:574] : INFO : Epoch 1940 | loss: 0.0311531 | val_loss: 0.0311711 | Time: 3006.93 ms
[2022-02-16 08:56:34 main:574] : INFO : Epoch 1941 | loss: 0.0311501 | val_loss: 0.0311737 | Time: 3018.03 ms
[2022-02-16 08:56:37 main:574] : INFO : Epoch 1942 | loss: 0.0311503 | val_loss: 0.031173 | Time: 3042.42 ms
[2022-02-16 08:56:40 main:574] : INFO : Epoch 1943 | loss: 0.0311509 | val_loss: 0.0311692 | Time: 3046.61 ms
[2022-02-16 08:56:43 main:574] : INFO : Epoch 1944 | loss: 0.0311505 | val_loss: 0.0311711 | Time: 3021.71 ms
[2022-02-16 08:56:46 main:574] : INFO : Epoch 1945 | loss: 0.0311491 | val_loss: 0.0311693 | Time: 2990.79 ms
[2022-02-16 08:56:49 main:574] : INFO : Epoch 1946 | loss: 0.0311487 | val_loss: 0.0311728 | Time: 2978.26 ms
[2022-02-16 08:56:52 main:574] : INFO : Epoch 1947 | loss: 0.0311519 | val_loss: 0.0311693 | Time: 3018.76 ms
[2022-02-16 08:56:55 main:574] : INFO : Epoch 1948 | loss: 0.0311492 | val_loss: 0.03117 | Time: 2977.46 ms
[2022-02-16 08:56:58 main:574] : INFO : Epoch 1949 | loss: 0.0311498 | val_loss: 0.0311707 | Time: 3038.76 ms
[2022-02-16 08:57:01 main:574] : INFO : Epoch 1950 | loss: 0.0311488 | val_loss: 0.0311706 | Time: 3068.61 ms
[2022-02-16 08:57:04 main:574] : INFO : Epoch 1951 | loss: 0.0311494 | val_loss: 0.0311689 | Time: 3019.56 ms
[2022-02-16 08:57:07 main:574] : INFO : Epoch 1952 | loss: 0.0311489 | val_loss: 0.0311701 | Time: 2964.62 ms
[2022-02-16 08:57:10 main:574] : INFO : Epoch 1953 | loss: 0.0311493 | val_loss: 0.0311678 | Time: 2918.22 ms
[2022-02-16 08:57:13 main:574] : INFO : Epoch 1954 | loss: 0.0311499 | val_loss: 0.0311789 | Time: 3031.28 ms
[2022-02-16 08:57:16 main:574] : INFO : Epoch 1955 | loss: 0.0311491 | val_loss: 0.0311687 | Time: 2978.89 ms
[2022-02-16 08:57:19 main:574] : INFO : Epoch 1956 | loss: 0.0311495 | val_loss: 0.0311691 | Time: 3034.78 ms
[2022-02-16 08:57:22 main:574] : INFO : Epoch 1957 | loss: 0.0311512 | val_loss: 0.0311752 | Time: 2976.85 ms
[2022-02-16 08:57:25 main:574] : INFO : Epoch 1958 | loss: 0.0311516 | val_loss: 0.031179 | Time: 3056.37 ms
[2022-02-16 08:57:28 main:574] : INFO : Epoch 1959 | loss: 0.0311554 | val_loss: 0.0311717 | Time: 2988.14 ms
[2022-02-16 08:57:31 main:574] : INFO : Epoch 1960 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 2995.17 ms
[2022-02-16 08:57:34 main:574] : INFO : Epoch 1961 | loss: 0.0311526 | val_loss: 0.0311678 | Time: 3002.89 ms
[2022-02-16 08:57:37 main:574] : INFO : Epoch 1962 | loss: 0.0311515 | val_loss: 0.0311772 | Time: 3083.56 ms
[2022-02-16 08:57:40 main:574] : INFO : Epoch 1963 | loss: 0.0311497 | val_loss: 0.0311691 | Time: 2973 ms
[2022-02-16 08:57:43 main:574] : INFO : Epoch 1964 | loss: 0.031152 | val_loss: 0.0311699 | Time: 2982.58 ms
[2022-02-16 08:57:46 main:574] : INFO : Epoch 1965 | loss: 0.0311495 | val_loss: 0.0311719 | Time: 3060.52 ms
[2022-02-16 08:57:49 main:574] : INFO : Epoch 1966 | loss: 0.0311504 | val_loss: 0.0311748 | Time: 3056.72 ms
[2022-02-16 08:57:52 main:574] : INFO : Epoch 1967 | loss: 0.031149 | val_loss: 0.0311715 | Time: 3004.43 ms
[2022-02-16 08:57:55 main:574] : INFO : Epoch 1968 | loss: 0.0311476 | val_loss: 0.0311687 | Time: 3017.45 ms
[2022-02-16 08:57:58 main:574] : INFO : Epoch 1969 | loss: 0.0311458 | val_loss: 0.0311704 | Time: 2988.63 ms
[2022-02-16 08:58:01 main:574] : INFO : Epoch 1970 | loss: 0.031146 | val_loss: 0.0311711 | Time: 3062.49 ms
[2022-02-16 08:58:05 main:574] : INFO : Epoch 1971 | loss: 0.0311488 | val_loss: 0.0311705 | Time: 3018.15 ms
[2022-02-16 08:58:08 main:574] : INFO : Epoch 1972 | loss: 0.0311482 | val_loss: 0.0311681 | Time: 3051.83 ms
[2022-02-16 08:58:11 main:574] : INFO : Epoch 1973 | loss: 0.0311481 | val_loss: 0.0311759 | Time: 3009.81 ms
[2022-02-16 08:58:14 main:574] : INFO : Epoch 1974 | loss: 0.0311493 | val_loss: 0.031168 | Time: 3007.97 ms
[2022-02-16 08:58:17 main:574] : INFO : Epoch 1975 | loss: 0.0311477 | val_loss: 0.0311704 | Time: 2977.98 ms
[2022-02-16 08:58:20 main:574] : INFO : Epoch 1976 | loss: 0.0311513 | val_loss: 0.0311735 | Time: 3049.98 ms
[2022-02-16 08:58:23 main:574] : INFO : Epoch 1977 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 2955.9 ms
[2022-02-16 08:58:26 main:574] : INFO : Epoch 1978 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 2959.15 ms
[2022-02-16 08:58:29 main:574] : INFO : Epoch 1979 | loss: 0.0311542 | val_loss: 0.0311737 | Time: 2986.82 ms
[2022-02-16 08:58:32 main:574] : INFO : Epoch 1980 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 3025.66 ms
[2022-02-16 08:58:35 main:574] : INFO : Epoch 1981 | loss: 0.0311551 | val_loss: 0.0311699 | Time: 2999.71 ms
[2022-02-16 08:58:38 main:574] : INFO : Epoch 1982 | loss: 0.031154 | val_loss: 0.0311717 | Time: 3027.97 ms
[2022-02-16 08:58:41 main:574] : INFO : Epoch 1983 | loss: 0.0311532 | val_loss: 0.0311725 | Time: 3035.12 ms
[2022-02-16 08:58:44 main:574] : INFO : Epoch 1984 | loss: 0.0311532 | val_loss: 0.0311746 | Time: 3044.72 ms
[2022-02-16 08:58:47 main:574] : INFO : Epoch 1985 | loss: 0.031154 | val_loss: 0.0311707 | Time: 3002.96 ms
[2022-02-16 08:58:50 main:574] : INFO : Epoch 1986 | loss: 0.0311525 | val_loss: 0.0311689 | Time: 2977.19 ms
[2022-02-16 08:58:53 main:574] : INFO : Epoch 1987 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 3031.83 ms
[2022-02-16 08:58:56 main:574] : INFO : Epoch 1988 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 3039.56 ms
[2022-02-16 08:58:59 main:574] : INFO : Epoch 1989 | loss: 0.0311501 | val_loss: 0.0311678 | Time: 3019.86 ms
[2022-02-16 08:59:02 main:574] : INFO : Epoch 1990 | loss: 0.0311531 | val_loss: 0.0311838 | Time: 3001.78 ms
[2022-02-16 08:59:05 main:574] : INFO : Epoch 1991 | loss: 0.0311528 | val_loss: 0.0311776 | Time: 3004.19 ms
[2022-02-16 08:59:08 main:574] : INFO : Epoch 1992 | loss: 0.0311524 | val_loss: 0.0311722 | Time: 3032.59 ms
[2022-02-16 08:59:11 main:574] : INFO : Epoch 1993 | loss: 0.03115 | val_loss: 0.0311721 | Time: 3025.53 ms
[2022-02-16 08:59:14 main:574] : INFO : Epoch 1994 | loss: 0.0311523 | val_loss: 0.0311702 | Time: 2980.81 ms
[2022-02-16 08:59:17 main:574] : INFO : Epoch 1995 | loss: 0.0311532 | val_loss: 0.0311713 | Time: 2975.34 ms
[2022-02-16 08:59:20 main:574] : INFO : Epoch 1996 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 3013.82 ms
[2022-02-16 08:59:23 main:574] : INFO : Epoch 1997 | loss: 0.0311552 | val_loss: 0.0311678 | Time: 2975.88 ms
[2022-02-16 08:59:26 main:574] : INFO : Epoch 1998 | loss: 0.0311541 | val_loss: 0.0311691 | Time: 2985.44 ms
[2022-02-16 08:59:29 main:574] : INFO : Epoch 1999 | loss: 0.0311519 | val_loss: 0.0311708 | Time: 3032.65 ms
[2022-02-16 08:59:32 main:574] : INFO : Epoch 2000 | loss: 0.0311493 | val_loss: 0.0311723 | Time: 3003.77 ms
[2022-02-16 08:59:35 main:574] : INFO : Epoch 2001 | loss: 0.0311505 | val_loss: 0.0311698 | Time: 2994.63 ms
[2022-02-16 08:59:38 main:574] : INFO : Epoch 2002 | loss: 0.0311492 | val_loss: 0.0311731 | Time: 2966.86 ms
[2022-02-16 08:59:41 main:574] : INFO : Epoch 2003 | loss: 0.0311487 | val_loss: 0.0311718 | Time: 2967.13 ms
[2022-02-16 08:59:44 main:574] : INFO : Epoch 2004 | loss: 0.0311505 | val_loss: 0.0311714 | Time: 2991.42 ms
[2022-02-16 08:59:47 main:574] : INFO : Epoch 2005 | loss: 0.0311528 | val_loss: 0.0311747 | Time: 3056.51 ms
[2022-02-16 08:59:50 main:574] : INFO : Epoch 2006 | loss: 0.0311515 | val_loss: 0.0311736 | Time: 3069.82 ms
[2022-02-16 08:59:53 main:574] : INFO : Epoch 2007 | loss: 0.0311583 | val_loss: 0.0311786 | Time: 3014.05 ms
[2022-02-16 08:59:56 main:574] : INFO : Epoch 2008 | loss: 0.031165 | val_loss: 0.0311792 | Time: 3014.82 ms
[2022-02-16 08:59:59 main:574] : INFO : Epoch 2009 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 3003.97 ms
[2022-02-16 09:00:02 main:574] : INFO : Epoch 2010 | loss: 0.0311657 | val_loss: 0.031174 | Time: 3054.23 ms
[2022-02-16 09:00:05 main:574] : INFO : Epoch 2011 | loss: 0.0311705 | val_loss: 0.0311874 | Time: 2985.94 ms
[2022-02-16 09:00:08 main:574] : INFO : Epoch 2012 | loss: 0.031185 | val_loss: 0.0311846 | Time: 2974.31 ms
[2022-02-16 09:00:11 main:574] : INFO : Epoch 2013 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 3092.52 ms
[2022-02-16 09:00:14 main:574] : INFO : Epoch 2014 | loss: 0.0311694 | val_loss: 0.031181 | Time: 3000.21 ms
[2022-02-16 09:00:17 main:574] : INFO : Epoch 2015 | loss: 0.0311697 | val_loss: 0.03118 | Time: 3028.59 ms
[2022-02-16 09:00:20 main:574] : INFO : Epoch 2016 | loss: 0.0311678 | val_loss: 0.0311779 | Time: 2970.53 ms
[2022-02-16 09:00:23 main:574] : INFO : Epoch 2017 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 3022.25 ms
[2022-02-16 09:00:26 main:574] : INFO : Epoch 2018 | loss: 0.0311644 | val_loss: 0.0311761 | Time: 3041.36 ms
[2022-02-16 09:00:29 main:574] : INFO : Epoch 2019 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 2937.59 ms
[2022-02-16 09:00:32 main:574] : INFO : Epoch 2020 | loss: 0.0311624 | val_loss: 0.0311763 | Time: 2981.82 ms
[2022-02-16 09:00:35 main:574] : INFO : Epoch 2021 | loss: 0.0311621 | val_loss: 0.0311757 | Time: 2975.75 ms
[2022-02-16 09:00:38 main:574] : INFO : Epoch 2022 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 3026.51 ms
[2022-02-16 09:00:41 main:574] : INFO : Epoch 2023 | loss: 0.0311691 | val_loss: 0.0311795 | Time: 2998.81 ms
[2022-02-16 09:00:44 main:574] : INFO : Epoch 2024 | loss: 0.0311766 | val_loss: 0.0312697 | Time: 2973.82 ms
[2022-02-16 09:00:47 main:574] : INFO : Epoch 2025 | loss: 0.0467269 | val_loss: 0.0351357 | Time: 3001.33 ms
[2022-02-16 09:00:50 main:574] : INFO : Epoch 2026 | loss: 0.0443588 | val_loss: 0.037691 | Time: 2958.52 ms
[2022-02-16 09:00:53 main:574] : INFO : Epoch 2027 | loss: 0.0328953 | val_loss: 0.0317265 | Time: 3017.59 ms
[2022-02-16 09:00:56 main:574] : INFO : Epoch 2028 | loss: 0.0314155 | val_loss: 0.0313146 | Time: 3038.37 ms
[2022-02-16 09:00:59 main:574] : INFO : Epoch 2029 | loss: 0.0312644 | val_loss: 0.0312366 | Time: 3113.02 ms
[2022-02-16 09:01:02 main:574] : INFO : Epoch 2030 | loss: 0.0312323 | val_loss: 0.0312212 | Time: 3018.1 ms
[2022-02-16 09:01:05 main:574] : INFO : Epoch 2031 | loss: 0.0312217 | val_loss: 0.0312143 | Time: 3028.72 ms
[2022-02-16 09:01:08 main:574] : INFO : Epoch 2032 | loss: 0.0312154 | val_loss: 0.0312088 | Time: 3027.42 ms
[2022-02-16 09:01:11 main:574] : INFO : Epoch 2033 | loss: 0.0312104 | val_loss: 0.0312038 | Time: 3015.61 ms
[2022-02-16 09:01:14 main:574] : INFO : Epoch 2034 | loss: 0.0312065 | val_loss: 0.0312016 | Time: 3021.64 ms
[2022-02-16 09:01:18 main:574] : INFO : Epoch 2035 | loss: 0.0312047 | val_loss: 0.0311998 | Time: 3018.8 ms
[2022-02-16 09:01:21 main:574] : INFO : Epoch 2036 | loss: 0.0312032 | val_loss: 0.0311985 | Time: 3080.06 ms
[2022-02-16 09:01:24 main:574] : INFO : Epoch 2037 | loss: 0.0312023 | val_loss: 0.0311979 | Time: 3038.38 ms
[2022-02-16 09:01:27 main:574] : INFO : Epoch 2038 | loss: 0.0312012 | val_loss: 0.031197 | Time: 3015.66 ms
[2022-02-16 09:01:30 main:574] : INFO : Epoch 2039 | loss: 0.0312002 | val_loss: 0.0311954 | Time: 2997.4 ms
[2022-02-16 09:01:33 main:574] : INFO : Epoch 2040 | loss: 0.0311994 | val_loss: 0.0311949 | Time: 2980.05 ms
[2022-02-16 09:01:36 main:574] : INFO : Epoch 2041 | loss: 0.031199 | val_loss: 0.0311939 | Time: 2956.32 ms
[2022-02-16 09:01:39 main:574] : INFO : Epoch 2042 | loss: 0.0311984 | val_loss: 0.0311941 | Time: 3033.4 ms
[2022-02-16 09:01:42 main:574] : INFO : Epoch 2043 | loss: 0.0311984 | val_loss: 0.0311935 | Time: 3011.67 ms
[2022-02-16 09:01:45 main:574] : INFO : Epoch 2044 | loss: 0.0311979 | val_loss: 0.0311932 | Time: 3000.12 ms
[2022-02-16 09:01:48 main:574] : INFO : Epoch 2045 | loss: 0.0311978 | val_loss: 0.0311931 | Time: 3010.18 ms
[2022-02-16 09:01:51 main:574] : INFO : Epoch 2046 | loss: 0.0311976 | val_loss: 0.0311928 | Time: 3024.61 ms
[2022-02-16 09:01:54 main:574] : INFO : Epoch 2047 | loss: 0.031197 | val_loss: 0.0311922 | Time: 3019.11 ms
[2022-02-16 09:01:57 main:574] : INFO : Epoch 2048 | loss: 0.0311969 | val_loss: 0.031192 | Time: 3008.5 ms
[2022-02-16 09:01:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031192
[2022-02-16 09:01:57 main:603] : INFO : Saving end state to config to file
[2022-02-16 09:01:57 main:608] : INFO : Success, exiting..
09:01:57 (11604): 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)