Task 14189539
| Name | ParityModified-1647040748-31113-3-0_0 |
| Workunit | 11250793 |
| Created | 1 Apr 2022, 10:46:26 UTC |
| Sent | 8 Apr 2022, 16:03:03 UTC |
| Report deadline | 16 Apr 2022, 16:03:03 UTC |
| Received | 8 Apr 2022, 18:52:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 16 sec |
| CPU time | 1 hours 24 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 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: 0.0311752 | val_loss: 0.0311827 | Time: 2502.81 ms
[2022-04-08 14:31:40 main:574] : INFO : Epoch 1543 | loss: 0.0311757 | val_loss: 0.0311831 | Time: 2487.32 ms
[2022-04-08 14:31:43 main:574] : INFO : Epoch 1544 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 2507.62 ms
[2022-04-08 14:31:45 main:574] : INFO : Epoch 1545 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 2497.54 ms
[2022-04-08 14:31:48 main:574] : INFO : Epoch 1546 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 2491.82 ms
[2022-04-08 14:31:50 main:574] : INFO : Epoch 1547 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 2492.89 ms
[2022-04-08 14:31:53 main:574] : INFO : Epoch 1548 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 2494.88 ms
[2022-04-08 14:31:55 main:574] : INFO : Epoch 1549 | loss: 0.0311757 | val_loss: 0.0311846 | Time: 2504.67 ms
[2022-04-08 14:31:58 main:574] : INFO : Epoch 1550 | loss: 0.0311757 | val_loss: 0.031183 | Time: 2483.9 ms
[2022-04-08 14:32:00 main:574] : INFO : Epoch 1551 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 2527.11 ms
[2022-04-08 14:32:03 main:574] : INFO : Epoch 1552 | loss: 0.0311745 | val_loss: 0.031183 | Time: 2481.26 ms
[2022-04-08 14:32:05 main:574] : INFO : Epoch 1553 | loss: 0.0311749 | val_loss: 0.0311846 | Time: 2530.22 ms
[2022-04-08 14:32:08 main:574] : INFO : Epoch 1554 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 2488.78 ms
[2022-04-08 14:32:10 main:574] : INFO : Epoch 1555 | loss: 0.031175 | val_loss: 0.0311821 | Time: 2470.22 ms
[2022-04-08 14:32:13 main:574] : INFO : Epoch 1556 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 2493.12 ms
[2022-04-08 14:32:15 main:574] : INFO : Epoch 1557 | loss: 0.0311753 | val_loss: 0.0311839 | Time: 2480.95 ms
[2022-04-08 14:32:18 main:574] : INFO : Epoch 1558 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 2492.51 ms
[2022-04-08 14:32:20 main:574] : INFO : Epoch 1559 | loss: 0.0311748 | val_loss: 0.0311835 | Time: 2492.66 ms
[2022-04-08 14:32:23 main:574] : INFO : Epoch 1560 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2472.17 ms
[2022-04-08 14:32:25 main:574] : INFO : Epoch 1561 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 2493.05 ms
[2022-04-08 14:32:28 main:574] : INFO : Epoch 1562 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 2494.02 ms
[2022-04-08 14:32:30 main:574] : INFO : Epoch 1563 | loss: 0.031174 | val_loss: 0.0311831 | Time: 2474.97 ms
[2022-04-08 14:32:33 main:574] : INFO : Epoch 1564 | loss: 0.0311734 | val_loss: 0.0311832 | Time: 2496.31 ms
[2022-04-08 14:32:35 main:574] : INFO : Epoch 1565 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 2442.78 ms
[2022-04-08 14:32:38 main:574] : INFO : Epoch 1566 | loss: 0.031174 | val_loss: 0.0311843 | Time: 2502.54 ms
[2022-04-08 14:32:40 main:574] : INFO : Epoch 1567 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 2493.31 ms
[2022-04-08 14:32:43 main:574] : INFO : Epoch 1568 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 2467.02 ms
[2022-04-08 14:32:45 main:574] : INFO : Epoch 1569 | loss: 0.031173 | val_loss: 0.0311828 | Time: 2478.37 ms
[2022-04-08 14:32:48 main:574] : INFO : Epoch 1570 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 2475.01 ms
[2022-04-08 14:32:50 main:574] : INFO : Epoch 1571 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 2473.26 ms
[2022-04-08 14:32:53 main:574] : INFO : Epoch 1572 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 2456.47 ms
[2022-04-08 14:32:55 main:574] : INFO : Epoch 1573 | loss: 0.031173 | val_loss: 0.0311816 | Time: 2473.45 ms
[2022-04-08 14:32:57 main:574] : INFO : Epoch 1574 | loss: 0.0311736 | val_loss: 0.0311825 | Time: 2459.19 ms
[2022-04-08 14:33:00 main:574] : INFO : Epoch 1575 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 2494.5 ms
[2022-04-08 14:33:02 main:574] : INFO : Epoch 1576 | loss: 0.0311737 | val_loss: 0.0311882 | Time: 2446.57 ms
[2022-04-08 14:33:05 main:574] : INFO : Epoch 1577 | loss: 0.0311731 | val_loss: 0.0311849 | Time: 2452.2 ms
[2022-04-08 14:33:07 main:574] : INFO : Epoch 1578 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 2506.15 ms
[2022-04-08 14:33:10 main:574] : INFO : Epoch 1579 | loss: 0.0311738 | val_loss: 0.0311872 | Time: 2481.26 ms
[2022-04-08 14:33:12 main:574] : INFO : Epoch 1580 | loss: 0.0311728 | val_loss: 0.0311846 | Time: 2447.94 ms
[2022-04-08 14:33:15 main:574] : INFO : Epoch 1581 | loss: 0.0311731 | val_loss: 0.0311856 | Time: 2494.15 ms
[2022-04-08 14:33:17 main:574] : INFO : Epoch 1582 | loss: 0.0311741 | val_loss: 0.0311848 | Time: 2461.85 ms
[2022-04-08 14:33:20 main:574] : INFO : Epoch 1583 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 2477.03 ms
[2022-04-08 14:33:22 main:574] : INFO : Epoch 1584 | loss: 0.0311725 | val_loss: 0.031184 | Time: 2524.5 ms
[2022-04-08 14:33:25 main:574] : INFO : Epoch 1585 | loss: 0.0311747 | val_loss: 0.0311845 | Time: 2500.45 ms
[2022-04-08 14:33:27 main:574] : INFO : Epoch 1586 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 2498.8 ms
[2022-04-08 14:33:30 main:574] : INFO : Epoch 1587 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 2501.14 ms
[2022-04-08 14:33:32 main:574] : INFO : Epoch 1588 | loss: 0.0311722 | val_loss: 0.03118 | Time: 2491.61 ms
[2022-04-08 14:33:35 main:574] : INFO : Epoch 1589 | loss: 0.0311717 | val_loss: 0.0311808 | Time: 2502.24 ms
[2022-04-08 14:33:37 main:574] : INFO : Epoch 1590 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 2475.92 ms
[2022-04-08 14:33:40 main:574] : INFO : Epoch 1591 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 2458.78 ms
[2022-04-08 14:33:42 main:574] : INFO : Epoch 1592 | loss: 0.0311742 | val_loss: 0.031178 | Time: 2482.87 ms
[2022-04-08 14:33:45 main:574] : INFO : Epoch 1593 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 2507.44 ms
[2022-04-08 14:33:47 main:574] : INFO : Epoch 1594 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 2516.39 ms
[2022-04-08 14:33:50 main:574] : INFO : Epoch 1595 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 2487.33 ms
[2022-04-08 14:33:52 main:574] : INFO : Epoch 1596 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 2493.38 ms
[2022-04-08 14:33:55 main:574] : INFO : Epoch 1597 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 2495.57 ms
[2022-04-08 14:33:57 main:574] : INFO : Epoch 1598 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 2469.6 ms
[2022-04-08 14:34:00 main:574] : INFO : Epoch 1599 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 2487.55 ms
[2022-04-08 14:34:02 main:574] : INFO : Epoch 1600 | loss: 0.031172 | val_loss: 0.0311775 | Time: 2492.96 ms
[2022-04-08 14:34:05 main:574] : INFO : Epoch 1601 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 2481.67 ms
[2022-04-08 14:34:07 main:574] : INFO : Epoch 1602 | loss: 0.0311722 | val_loss: 0.031177 | Time: 2492.86 ms
[2022-04-08 14:34:10 main:574] : INFO : Epoch 1603 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 2500.09 ms
[2022-04-08 14:34:12 main:574] : INFO : Epoch 1604 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 2456.19 ms
[2022-04-08 14:34:15 main:574] : INFO : Epoch 1605 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 2467.02 ms
[2022-04-08 14:34:17 main:574] : INFO : Epoch 1606 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 2485.62 ms
[2022-04-08 14:34:20 main:574] : INFO : Epoch 1607 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 2481.14 ms
[2022-04-08 14:34:22 main:574] : INFO : Epoch 1608 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 2446.9 ms
[2022-04-08 14:34:24 main:574] : INFO : Epoch 1609 | loss: 0.0311696 | val_loss: 0.0311763 | Time: 2468.99 ms
[2022-04-08 14:34:27 main:574] : INFO : Epoch 1610 | loss: 0.0311686 | val_loss: 0.0311758 | Time: 2448.35 ms
[2022-04-08 14:34:29 main:574] : INFO : Epoch 1611 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 2491.52 ms
[2022-04-08 14:34:32 main:574] : INFO : Epoch 1612 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 2450.53 ms
[2022-04-08 14:34:34 main:574] : INFO : Epoch 1613 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 2493.05 ms
[2022-04-08 14:34:37 main:574] : INFO : Epoch 1614 | loss: 0.0311713 | val_loss: 0.031176 | Time: 2467.2 ms
[2022-04-08 14:34:39 main:574] : INFO : Epoch 1615 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 2511.02 ms
[2022-04-08 14:34:42 main:574] : INFO : Epoch 1616 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 2477.51 ms
[2022-04-08 14:34:44 main:574] : INFO : Epoch 1617 | loss: 0.031169 | val_loss: 0.0311735 | Time: 2492.7 ms
[2022-04-08 14:34:47 main:574] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311738 | Time: 2464.27 ms
[2022-04-08 14:34:49 main:574] : INFO : Epoch 1619 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 2466.32 ms
[2022-04-08 14:34:52 main:574] : INFO : Epoch 1620 | loss: 0.031168 | val_loss: 0.0311764 | Time: 2478.7 ms
[2022-04-08 14:34:54 main:574] : INFO : Epoch 1621 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 2458.18 ms
[2022-04-08 14:34:57 main:574] : INFO : Epoch 1622 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 2470.15 ms
[2022-04-08 14:34:59 main:574] : INFO : Epoch 1623 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 2468.33 ms
[2022-04-08 14:35:02 main:574] : INFO : Epoch 1624 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 2489.71 ms
[2022-04-08 14:35:04 main:574] : INFO : Epoch 1625 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 2498.52 ms
[2022-04-08 14:35:07 main:574] : INFO : Epoch 1626 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 2469.32 ms
[2022-04-08 14:35:09 main:574] : INFO : Epoch 1627 | loss: 0.0311678 | val_loss: 0.0311753 | Time: 2473.13 ms
[2022-04-08 14:35:12 main:574] : INFO : Epoch 1628 | loss: 0.0311666 | val_loss: 0.0311745 | Time: 2489.14 ms
[2022-04-08 14:35:14 main:574] : INFO : Epoch 1629 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 2472.86 ms
[2022-04-08 14:35:17 main:574] : INFO : Epoch 1630 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 2481.06 ms
[2022-04-08 14:35:19 main:574] : INFO : Epoch 1631 | loss: 0.031167 | val_loss: 0.0311729 | Time: 2448.93 ms
[2022-04-08 14:35:21 main:574] : INFO : Epoch 1632 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 2459.63 ms
[2022-04-08 14:35:24 main:574] : INFO : Epoch 1633 | loss: 0.031168 | val_loss: 0.0311726 | Time: 2479.05 ms
[2022-04-08 14:35:26 main:574] : INFO : Epoch 1634 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 2482.03 ms
[2022-04-08 14:35:29 main:574] : INFO : Epoch 1635 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 2510.24 ms
[2022-04-08 14:35:31 main:574] : INFO : Epoch 1636 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 2506.87 ms
[2022-04-08 14:35:34 main:574] : INFO : Epoch 1637 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 2483.81 ms
[2022-04-08 14:35:36 main:574] : INFO : Epoch 1638 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 2475.45 ms
[2022-04-08 14:35:39 main:574] : INFO : Epoch 1639 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 2473.08 ms
[2022-04-08 14:35:41 main:574] : INFO : Epoch 1640 | loss: 0.0311679 | val_loss: 0.0311759 | Time: 2490.5 ms
[2022-04-08 14:35:44 main:574] : INFO : Epoch 1641 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 2493.94 ms
[2022-04-08 14:35:46 main:574] : INFO : Epoch 1642 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 2494.25 ms
[2022-04-08 14:35:49 main:574] : INFO : Epoch 1643 | loss: 0.0311657 | val_loss: 0.0311718 | Time: 2473.95 ms
[2022-04-08 14:35:51 main:574] : INFO : Epoch 1644 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 2469.73 ms
[2022-04-08 14:35:54 main:574] : INFO : Epoch 1645 | loss: 0.031166 | val_loss: 0.031173 | Time: 2494.57 ms
[2022-04-08 14:35:56 main:574] : INFO : Epoch 1646 | loss: 0.0311663 | val_loss: 0.031173 | Time: 2476.7 ms
[2022-04-08 14:35:59 main:574] : INFO : Epoch 1647 | loss: 0.0311658 | val_loss: 0.0311755 | Time: 2523.01 ms
[2022-04-08 14:36:01 main:574] : INFO : Epoch 1648 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 2470.81 ms
[2022-04-08 14:36:04 main:574] : INFO : Epoch 1649 | loss: 0.0311635 | val_loss: 0.0311729 | Time: 2453.82 ms
[2022-04-08 14:36:06 main:574] : INFO : Epoch 1650 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 2466.03 ms
[2022-04-08 14:36:09 main:574] : INFO : Epoch 1651 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 2517.96 ms
[2022-04-08 14:36:11 main:574] : INFO : Epoch 1652 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 2478.73 ms
[2022-04-08 14:36:14 main:574] : INFO : Epoch 1653 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 2474.02 ms
[2022-04-08 14:36:16 main:574] : INFO : Epoch 1654 | loss: 0.031168 | val_loss: 0.0311734 | Time: 2455.76 ms
[2022-04-08 14:36:19 main:574] : INFO : Epoch 1655 | loss: 0.0311675 | val_loss: 0.031174 | Time: 2448.79 ms
[2022-04-08 14:36:21 main:574] : INFO : Epoch 1656 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 2478 ms
[2022-04-08 14:36:24 main:574] : INFO : Epoch 1657 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 2457.3 ms
[2022-04-08 14:36:26 main:574] : INFO : Epoch 1658 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 2465.39 ms
[2022-04-08 14:36:28 main:574] : INFO : Epoch 1659 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 2464.99 ms
[2022-04-08 14:36:31 main:574] : INFO : Epoch 1660 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 2476.81 ms
[2022-04-08 14:36:33 main:574] : INFO : Epoch 1661 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 2501.55 ms
[2022-04-08 14:36:36 main:574] : INFO : Epoch 1662 | loss: 0.0311677 | val_loss: 0.0311739 | Time: 2467.6 ms
[2022-04-08 14:36:38 main:574] : INFO : Epoch 1663 | loss: 0.0311689 | val_loss: 0.0311725 | Time: 2494.06 ms
[2022-04-08 14:36:41 main:574] : INFO : Epoch 1664 | loss: 0.0311685 | val_loss: 0.0311771 | Time: 2483.33 ms
[2022-04-08 14:36:43 main:574] : INFO : Epoch 1665 | loss: 0.031167 | val_loss: 0.0311744 | Time: 2472.21 ms
[2022-04-08 14:36:46 main:574] : INFO : Epoch 1666 | loss: 0.0311658 | val_loss: 0.0311744 | Time: 2458.96 ms
[2022-04-08 14:36:48 main:574] : INFO : Epoch 1667 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 2473.6 ms
[2022-04-08 14:36:51 main:574] : INFO : Epoch 1668 | loss: 0.0311649 | val_loss: 0.031174 | Time: 2502.25 ms
[2022-04-08 14:36:53 main:574] : INFO : Epoch 1669 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2504.51 ms
[2022-04-08 14:36:56 main:574] : INFO : Epoch 1670 | loss: 0.0311649 | val_loss: 0.0311762 | Time: 2483.14 ms
[2022-04-08 14:36:58 main:574] : INFO : Epoch 1671 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 2512.97 ms
[2022-04-08 14:37:01 main:574] : INFO : Epoch 1672 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 2496.68 ms
[2022-04-08 14:37:03 main:574] : INFO : Epoch 1673 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2491.36 ms
[2022-04-08 14:37:06 main:574] : INFO : Epoch 1674 | loss: 0.0311647 | val_loss: 0.031175 | Time: 2477.62 ms
[2022-04-08 14:37:08 main:574] : INFO : Epoch 1675 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 2474.28 ms
[2022-04-08 14:37:11 main:574] : INFO : Epoch 1676 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 2502.61 ms
[2022-04-08 14:37:13 main:574] : INFO : Epoch 1677 | loss: 0.0311656 | val_loss: 0.0311754 | Time: 2482.95 ms
[2022-04-08 14:37:16 main:574] : INFO : Epoch 1678 | loss: 0.0311658 | val_loss: 0.031171 | Time: 2504.9 ms
[2022-04-08 14:37:18 main:574] : INFO : Epoch 1679 | loss: 0.0311654 | val_loss: 0.0311756 | Time: 2505.13 ms
[2022-04-08 14:37:21 main:574] : INFO : Epoch 1680 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 2503.04 ms
[2022-04-08 14:37:23 main:574] : INFO : Epoch 1681 | loss: 0.031163 | val_loss: 0.031174 | Time: 2485.39 ms
[2022-04-08 14:37:26 main:574] : INFO : Epoch 1682 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 2491.38 ms
[2022-04-08 14:37:28 main:574] : INFO : Epoch 1683 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 2501.86 ms
[2022-04-08 14:37:31 main:574] : INFO : Epoch 1684 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 2504.57 ms
[2022-04-08 14:37:33 main:574] : INFO : Epoch 1685 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 2490.16 ms
[2022-04-08 14:37:36 main:574] : INFO : Epoch 1686 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 2477.42 ms
[2022-04-08 14:37:38 main:574] : INFO : Epoch 1687 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 2479.57 ms
[2022-04-08 14:37:41 main:574] : INFO : Epoch 1688 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 2500.41 ms
[2022-04-08 14:37:43 main:574] : INFO : Epoch 1689 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 2507.85 ms
[2022-04-08 14:37:46 main:574] : INFO : Epoch 1690 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 2496.36 ms
[2022-04-08 14:37:48 main:574] : INFO : Epoch 1691 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 2505.32 ms
[2022-04-08 14:37:51 main:574] : INFO : Epoch 1692 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 2489.68 ms
[2022-04-08 14:37:53 main:574] : INFO : Epoch 1693 | loss: 0.031164 | val_loss: 0.031172 | Time: 2518.48 ms
[2022-04-08 14:37:56 main:574] : INFO : Epoch 1694 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 2477.19 ms
[2022-04-08 14:37:58 main:574] : INFO : Epoch 1695 | loss: 0.031163 | val_loss: 0.0311714 | Time: 2480.59 ms
[2022-04-08 14:38:01 main:574] : INFO : Epoch 1696 | loss: 0.0311628 | val_loss: 0.0311708 | Time: 2503.7 ms
[2022-04-08 14:38:03 main:574] : INFO : Epoch 1697 | loss: 0.0311632 | val_loss: 0.0311789 | Time: 2510.01 ms
[2022-04-08 14:38:06 main:574] : INFO : Epoch 1698 | loss: 0.031165 | val_loss: 0.0311739 | Time: 2514.91 ms
[2022-04-08 14:38:08 main:574] : INFO : Epoch 1699 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 2518.03 ms
[2022-04-08 14:38:11 main:574] : INFO : Epoch 1700 | loss: 0.0311636 | val_loss: 0.031177 | Time: 2510.35 ms
[2022-04-08 14:38:13 main:574] : INFO : Epoch 1701 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 2523.27 ms
[2022-04-08 14:38:16 main:574] : INFO : Epoch 1702 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 2499.67 ms
[2022-04-08 14:38:18 main:574] : INFO : Epoch 1703 | loss: 0.0311635 | val_loss: 0.031178 | Time: 2460.76 ms
[2022-04-08 14:38:21 main:574] : INFO : Epoch 1704 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 2495.45 ms
[2022-04-08 14:38:23 main:574] : INFO : Epoch 1705 | loss: 0.031164 | val_loss: 0.0311723 | Time: 2470.06 ms
[2022-04-08 14:38:26 main:574] : INFO : Epoch 1706 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 2493.09 ms
[2022-04-08 14:38:28 main:574] : INFO : Epoch 1707 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 2483.89 ms
[2022-04-08 14:38:31 main:574] : INFO : Epoch 1708 | loss: 0.0311626 | val_loss: 0.0311736 | Time: 2473.39 ms
[2022-04-08 14:38:33 main:574] : INFO : Epoch 1709 | loss: 0.0311626 | val_loss: 0.031173 | Time: 2495.98 ms
[2022-04-08 14:38:36 main:574] : INFO : Epoch 1710 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 2485.86 ms
[2022-04-08 14:38:38 main:574] : INFO : Epoch 1711 | loss: 0.0311623 | val_loss: 0.0311744 | Time: 2478.99 ms
[2022-04-08 14:38:41 main:574] : INFO : Epoch 1712 | loss: 0.0311648 | val_loss: 0.0311735 | Time: 2504.52 ms
[2022-04-08 14:38:43 main:574] : INFO : Epoch 1713 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 2522.16 ms
[2022-04-08 14:38:46 main:574] : INFO : Epoch 1714 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 2455.43 ms
[2022-04-08 14:38:48 main:574] : INFO : Epoch 1715 | loss: 0.031162 | val_loss: 0.0311741 | Time: 2478.25 ms
[2022-04-08 14:38:51 main:574] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 2497.13 ms
[2022-04-08 14:38:53 main:574] : INFO : Epoch 1717 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 2471.74 ms
[2022-04-08 14:38:56 main:574] : INFO : Epoch 1718 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 2474.85 ms
[2022-04-08 14:38:58 main:574] : INFO : Epoch 1719 | loss: 0.0311608 | val_loss: 0.031173 | Time: 2474.69 ms
[2022-04-08 14:39:01 main:574] : INFO : Epoch 1720 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 2495.54 ms
[2022-04-08 14:39:03 main:574] : INFO : Epoch 1721 | loss: 0.031167 | val_loss: 0.0311717 | Time: 2505.75 ms
[2022-04-08 14:39:06 main:574] : INFO : Epoch 1722 | loss: 0.031167 | val_loss: 0.0311735 | Time: 2485.19 ms
[2022-04-08 14:39:08 main:574] : INFO : Epoch 1723 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 2498.16 ms
[2022-04-08 14:39:11 main:574] : INFO : Epoch 1724 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 2472.36 ms
[2022-04-08 14:39:13 main:574] : INFO : Epoch 1725 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 2484.26 ms
[2022-04-08 14:39:15 main:574] : INFO : Epoch 1726 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 2472.97 ms
[2022-04-08 14:39:18 main:574] : INFO : Epoch 1727 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 2465.87 ms
[2022-04-08 14:39:20 main:574] : INFO : Epoch 1728 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 2478.07 ms
[2022-04-08 14:39:23 main:574] : INFO : Epoch 1729 | loss: 0.0311645 | val_loss: 0.031169 | Time: 2479.38 ms
[2022-04-08 14:39:25 main:574] : INFO : Epoch 1730 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 2494.44 ms
[2022-04-08 14:39:28 main:574] : INFO : Epoch 1731 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 2468.47 ms
[2022-04-08 14:39:30 main:574] : INFO : Epoch 1732 | loss: 0.0311625 | val_loss: 0.031172 | Time: 2486.09 ms
[2022-04-08 14:39:33 main:574] : INFO : Epoch 1733 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 2482.97 ms
[2022-04-08 14:39:35 main:574] : INFO : Epoch 1734 | loss: 0.0311611 | val_loss: 0.03117 | Time: 2528.97 ms
[2022-04-08 14:39:38 main:574] : INFO : Epoch 1735 | loss: 0.0311608 | val_loss: 0.0311697 | Time: 2458.52 ms
[2022-04-08 14:39:40 main:574] : INFO : Epoch 1736 | loss: 0.0311611 | val_loss: 0.031169 | Time: 2491.42 ms
[2022-04-08 14:39:43 main:574] : INFO : Epoch 1737 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 2497.91 ms
[2022-04-08 14:39:45 main:574] : INFO : Epoch 1738 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 2505.52 ms
[2022-04-08 14:39:48 main:574] : INFO : Epoch 1739 | loss: 0.0311634 | val_loss: 0.0311735 | Time: 2484.84 ms
[2022-04-08 14:39:50 main:574] : INFO : Epoch 1740 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 2463.96 ms
[2022-04-08 14:39:53 main:574] : INFO : Epoch 1741 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 2506.34 ms
[2022-04-08 14:39:55 main:574] : INFO : Epoch 1742 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 2473.84 ms
[2022-04-08 14:39:58 main:574] : INFO : Epoch 1743 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 2478.21 ms
[2022-04-08 14:40:00 main:574] : INFO : Epoch 1744 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 2467.34 ms
[2022-04-08 14:40:03 main:574] : INFO : Epoch 1745 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 2488.47 ms
[2022-04-08 14:40:05 main:574] : INFO : Epoch 1746 | loss: 0.0311602 | val_loss: 0.03117 | Time: 2486.63 ms
[2022-04-08 14:40:08 main:574] : INFO : Epoch 1747 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 2476.52 ms
[2022-04-08 14:40:10 main:574] : INFO : Epoch 1748 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 2495.31 ms
[2022-04-08 14:40:13 main:574] : INFO : Epoch 1749 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 2504.47 ms
[2022-04-08 14:40:15 main:574] : INFO : Epoch 1750 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 2504.7 ms
[2022-04-08 14:40:18 main:574] : INFO : Epoch 1751 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 2494.96 ms
[2022-04-08 14:40:20 main:574] : INFO : Epoch 1752 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 2503.47 ms
[2022-04-08 14:40:23 main:574] : INFO : Epoch 1753 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 2525.02 ms
[2022-04-08 14:40:25 main:574] : INFO : Epoch 1754 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 2529.37 ms
[2022-04-08 14:40:28 main:574] : INFO : Epoch 1755 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 2493.8 ms
[2022-04-08 14:40:30 main:574] : INFO : Epoch 1756 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 2491.18 ms
[2022-04-08 14:40:33 main:574] : INFO : Epoch 1757 | loss: 0.0311599 | val_loss: 0.0311746 | Time: 2495.01 ms
[2022-04-08 14:40:35 main:574] : INFO : Epoch 1758 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 2506.37 ms
[2022-04-08 14:40:38 main:574] : INFO : Epoch 1759 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 2485.48 ms
[2022-04-08 14:40:40 main:574] : INFO : Epoch 1760 | loss: 0.0311596 | val_loss: 0.0311734 | Time: 2497.84 ms
[2022-04-08 14:40:43 main:574] : INFO : Epoch 1761 | loss: 0.0311608 | val_loss: 0.0311699 | Time: 2485.06 ms
[2022-04-08 14:40:45 main:574] : INFO : Epoch 1762 | loss: 0.0311603 | val_loss: 0.0311688 | Time: 2525.08 ms
[2022-04-08 14:40:48 main:574] : INFO : Epoch 1763 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 2472.56 ms
[2022-04-08 14:40:50 main:574] : INFO : Epoch 1764 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 2503.18 ms
[2022-04-08 14:40:53 main:574] : INFO : Epoch 1765 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2497 ms
[2022-04-08 14:40:55 main:574] : INFO : Epoch 1766 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 2484.95 ms
[2022-04-08 14:40:58 main:574] : INFO : Epoch 1767 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 2485.53 ms
[2022-04-08 14:41:00 main:574] : INFO : Epoch 1768 | loss: 0.0311597 | val_loss: 0.0311729 | Time: 2506.39 ms
[2022-04-08 14:41:03 main:574] : INFO : Epoch 1769 | loss: 0.0311599 | val_loss: 0.0311761 | Time: 2496.71 ms
[2022-04-08 14:41:05 main:574] : INFO : Epoch 1770 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2473.91 ms
[2022-04-08 14:41:08 main:574] : INFO : Epoch 1771 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 2491.78 ms
[2022-04-08 14:41:10 main:574] : INFO : Epoch 1772 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 2502 ms
[2022-04-08 14:41:13 main:574] : INFO : Epoch 1773 | loss: 0.0311581 | val_loss: 0.0311716 | Time: 2479.44 ms
[2022-04-08 14:41:15 main:574] : INFO : Epoch 1774 | loss: 0.0311587 | val_loss: 0.0311718 | Time: 2508.67 ms
[2022-04-08 14:41:18 main:574] : INFO : Epoch 1775 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 2529.09 ms
[2022-04-08 14:41:20 main:574] : INFO : Epoch 1776 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 2477.84 ms
[2022-04-08 14:41:23 main:574] : INFO : Epoch 1777 | loss: 0.03116 | val_loss: 0.0311731 | Time: 2471.58 ms
[2022-04-08 14:41:25 main:574] : INFO : Epoch 1778 | loss: 0.0311588 | val_loss: 0.031174 | Time: 2482.13 ms
[2022-04-08 14:41:28 main:574] : INFO : Epoch 1779 | loss: 0.0311575 | val_loss: 0.0311735 | Time: 2461.37 ms
[2022-04-08 14:41:30 main:574] : INFO : Epoch 1780 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 2448.97 ms
[2022-04-08 14:41:33 main:574] : INFO : Epoch 1781 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 2501.5 ms
[2022-04-08 14:41:35 main:574] : INFO : Epoch 1782 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 2477.71 ms
[2022-04-08 14:41:38 main:574] : INFO : Epoch 1783 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 2503 ms
[2022-04-08 14:41:40 main:574] : INFO : Epoch 1784 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 2456.94 ms
[2022-04-08 14:41:42 main:574] : INFO : Epoch 1785 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 2472 ms
[2022-04-08 14:41:45 main:574] : INFO : Epoch 1786 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 2479.03 ms
[2022-04-08 14:41:47 main:574] : INFO : Epoch 1787 | loss: 0.0311642 | val_loss: 0.031172 | Time: 2509.07 ms
[2022-04-08 14:41:50 main:574] : INFO : Epoch 1788 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 2501.85 ms
[2022-04-08 14:41:52 main:574] : INFO : Epoch 1789 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 2493.41 ms
[2022-04-08 14:41:55 main:574] : INFO : Epoch 1790 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 2493.34 ms
[2022-04-08 14:41:57 main:574] : INFO : Epoch 1791 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 2479.53 ms
[2022-04-08 14:42:00 main:574] : INFO : Epoch 1792 | loss: 0.0311668 | val_loss: 0.031176 | Time: 2476.67 ms
[2022-04-08 14:42:02 main:574] : INFO : Epoch 1793 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 2494.7 ms
[2022-04-08 14:42:05 main:574] : INFO : Epoch 1794 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 2481.33 ms
[2022-04-08 14:42:07 main:574] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 2463.69 ms
[2022-04-08 14:42:10 main:574] : INFO : Epoch 1796 | loss: 0.031162 | val_loss: 0.0311725 | Time: 2487.59 ms
[2022-04-08 14:42:12 main:574] : INFO : Epoch 1797 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 2507.19 ms
[2022-04-08 14:42:15 main:574] : INFO : Epoch 1798 | loss: 0.0311639 | val_loss: 0.0311745 | Time: 2466.74 ms
[2022-04-08 14:42:17 main:574] : INFO : Epoch 1799 | loss: 0.031164 | val_loss: 0.0311759 | Time: 2508.24 ms
[2022-04-08 14:42:20 main:574] : INFO : Epoch 1800 | loss: 0.0311638 | val_loss: 0.031175 | Time: 2520.35 ms
[2022-04-08 14:42:22 main:574] : INFO : Epoch 1801 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 2497.3 ms
[2022-04-08 14:42:25 main:574] : INFO : Epoch 1802 | loss: 0.0311619 | val_loss: 0.031175 | Time: 2468.54 ms
[2022-04-08 14:42:27 main:574] : INFO : Epoch 1803 | loss: 0.0311637 | val_loss: 0.0311758 | Time: 2487.54 ms
[2022-04-08 14:42:30 main:574] : INFO : Epoch 1804 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 2490.92 ms
[2022-04-08 14:42:32 main:574] : INFO : Epoch 1805 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 2500.85 ms
[2022-04-08 14:42:35 main:574] : INFO : Epoch 1806 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 2516.07 ms
[2022-04-08 14:42:37 main:574] : INFO : Epoch 1807 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 2490.06 ms
[2022-04-08 14:42:40 main:574] : INFO : Epoch 1808 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 2499.55 ms
[2022-04-08 14:42:42 main:574] : INFO : Epoch 1809 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 2521.15 ms
[2022-04-08 14:42:45 main:574] : INFO : Epoch 1810 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 2495.92 ms
[2022-04-08 14:42:47 main:574] : INFO : Epoch 1811 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 2498.52 ms
[2022-04-08 14:42:50 main:574] : INFO : Epoch 1812 | loss: 0.0311621 | val_loss: 0.0311683 | Time: 2498.15 ms
[2022-04-08 14:42:52 main:574] : INFO : Epoch 1813 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 2486.42 ms
[2022-04-08 14:42:55 main:574] : INFO : Epoch 1814 | loss: 0.0311603 | val_loss: 0.0311663 | Time: 2493.42 ms
[2022-04-08 14:42:57 main:574] : INFO : Epoch 1815 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 2513.94 ms
[2022-04-08 14:43:00 main:574] : INFO : Epoch 1816 | loss: 0.0311615 | val_loss: 0.0311737 | Time: 2474.26 ms
[2022-04-08 14:43:02 main:574] : INFO : Epoch 1817 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 2491.97 ms
[2022-04-08 14:43:05 main:574] : INFO : Epoch 1818 | loss: 0.0311731 | val_loss: 0.031178 | Time: 2480.84 ms
[2022-04-08 14:43:07 main:574] : INFO : Epoch 1819 | loss: 0.0311722 | val_loss: 0.0311833 | Time: 2470.96 ms
[2022-04-08 14:43:10 main:574] : INFO : Epoch 1820 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 2514.66 ms
[2022-04-08 14:43:12 main:574] : INFO : Epoch 1821 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 2506.84 ms
[2022-04-08 14:43:15 main:574] : INFO : Epoch 1822 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 2478.94 ms
[2022-04-08 14:43:17 main:574] : INFO : Epoch 1823 | loss: 0.0311691 | val_loss: 0.0311775 | Time: 2513.05 ms
[2022-04-08 14:43:20 main:574] : INFO : Epoch 1824 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 2469.02 ms
[2022-04-08 14:43:22 main:574] : INFO : Epoch 1825 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 2469.06 ms
[2022-04-08 14:43:25 main:574] : INFO : Epoch 1826 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 2489.87 ms
[2022-04-08 14:43:27 main:574] : INFO : Epoch 1827 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 2489.58 ms
[2022-04-08 14:43:30 main:574] : INFO : Epoch 1828 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 2487.22 ms
[2022-04-08 14:43:32 main:574] : INFO : Epoch 1829 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 2484.62 ms
[2022-04-08 14:43:35 main:574] : INFO : Epoch 1830 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 2486.71 ms
[2022-04-08 14:43:37 main:574] : INFO : Epoch 1831 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 2497.56 ms
[2022-04-08 14:43:40 main:574] : INFO : Epoch 1832 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 2505.45 ms
[2022-04-08 14:43:42 main:574] : INFO : Epoch 1833 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 2518.7 ms
[2022-04-08 14:43:45 main:574] : INFO : Epoch 1834 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 2482.35 ms
[2022-04-08 14:43:47 main:574] : INFO : Epoch 1835 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 2492.47 ms
[2022-04-08 14:43:50 main:574] : INFO : Epoch 1836 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 2489.94 ms
[2022-04-08 14:43:52 main:574] : INFO : Epoch 1837 | loss: 0.031164 | val_loss: 0.0311748 | Time: 2513.06 ms
[2022-04-08 14:43:55 main:574] : INFO : Epoch 1838 | loss: 0.031164 | val_loss: 0.0311738 | Time: 2497.72 ms
[2022-04-08 14:43:57 main:574] : INFO : Epoch 1839 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 2479.13 ms
[2022-04-08 14:44:00 main:574] : INFO : Epoch 1840 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 2499.19 ms
[2022-04-08 14:44:02 main:574] : INFO : Epoch 1841 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 2497.95 ms
[2022-04-08 14:44:05 main:574] : INFO : Epoch 1842 | loss: 0.031163 | val_loss: 0.0311751 | Time: 2489 ms
[2022-04-08 14:44:07 main:574] : INFO : Epoch 1843 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 2483.37 ms
[2022-04-08 14:44:10 main:574] : INFO : Epoch 1844 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 2472.3 ms
[2022-04-08 14:44:12 main:574] : INFO : Epoch 1845 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 2492.91 ms
[2022-04-08 14:44:15 main:574] : INFO : Epoch 1846 | loss: 0.0311622 | val_loss: 0.0311739 | Time: 2508.72 ms
[2022-04-08 14:44:17 main:574] : INFO : Epoch 1847 | loss: 0.0311615 | val_loss: 0.031173 | Time: 2514.99 ms
[2022-04-08 14:44:20 main:574] : INFO : Epoch 1848 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 2487.76 ms
[2022-04-08 14:44:22 main:574] : INFO : Epoch 1849 | loss: 0.0311626 | val_loss: 0.031172 | Time: 2485.51 ms
[2022-04-08 14:44:25 main:574] : INFO : Epoch 1850 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 2511.7 ms
[2022-04-08 14:44:27 main:574] : INFO : Epoch 1851 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 2505.8 ms
[2022-04-08 14:44:30 main:574] : INFO : Epoch 1852 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 2506.98 ms
[2022-04-08 14:44:32 main:574] : INFO : Epoch 1853 | loss: 0.0311625 | val_loss: 0.0311699 | Time: 2495.51 ms
[2022-04-08 14:44:35 main:574] : INFO : Epoch 1854 | loss: 0.0311619 | val_loss: 0.0311687 | Time: 2517.67 ms
[2022-04-08 14:44:37 main:574] : INFO : Epoch 1855 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 2472.44 ms
[2022-04-08 14:44:40 main:574] : INFO : Epoch 1856 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2502.29 ms
[2022-04-08 14:44:42 main:574] : INFO : Epoch 1857 | loss: 0.0311641 | val_loss: 0.0311779 | Time: 2497.11 ms
[2022-04-08 14:44:45 main:574] : INFO : Epoch 1858 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 2515.38 ms
[2022-04-08 14:44:47 main:574] : INFO : Epoch 1859 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 2552.82 ms
[2022-04-08 14:44:50 main:574] : INFO : Epoch 1860 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 2521.69 ms
[2022-04-08 14:44:52 main:574] : INFO : Epoch 1861 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 2475.88 ms
[2022-04-08 14:44:55 main:574] : INFO : Epoch 1862 | loss: 0.0311606 | val_loss: 0.0311721 | Time: 2503.77 ms
[2022-04-08 14:44:57 main:574] : INFO : Epoch 1863 | loss: 0.0311606 | val_loss: 0.031173 | Time: 2501.43 ms
[2022-04-08 14:45:00 main:574] : INFO : Epoch 1864 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 2494.38 ms
[2022-04-08 14:45:02 main:574] : INFO : Epoch 1865 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 2509.26 ms
[2022-04-08 14:45:05 main:574] : INFO : Epoch 1866 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 2458.17 ms
[2022-04-08 14:45:07 main:574] : INFO : Epoch 1867 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 2516.59 ms
[2022-04-08 14:45:10 main:574] : INFO : Epoch 1868 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 2495.07 ms
[2022-04-08 14:45:12 main:574] : INFO : Epoch 1869 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 2486.09 ms
[2022-04-08 14:45:15 main:574] : INFO : Epoch 1870 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 2509.31 ms
[2022-04-08 14:45:17 main:574] : INFO : Epoch 1871 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 2499.42 ms
[2022-04-08 14:45:20 main:574] : INFO : Epoch 1872 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 2494.43 ms
[2022-04-08 14:45:22 main:574] : INFO : Epoch 1873 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 2519.78 ms
[2022-04-08 14:45:25 main:574] : INFO : Epoch 1874 | loss: 0.0311585 | val_loss: 0.0311758 | Time: 2481.14 ms
[2022-04-08 14:45:27 main:574] : INFO : Epoch 1875 | loss: 0.0311592 | val_loss: 0.0311745 | Time: 2504.12 ms
[2022-04-08 14:45:30 main:574] : INFO : Epoch 1876 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 2485.2 ms
[2022-04-08 14:45:32 main:574] : INFO : Epoch 1877 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 2498.46 ms
[2022-04-08 14:45:35 main:574] : INFO : Epoch 1878 | loss: 0.031158 | val_loss: 0.0311724 | Time: 2482.42 ms
[2022-04-08 14:45:37 main:574] : INFO : Epoch 1879 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 2496.86 ms
[2022-04-08 14:45:40 main:574] : INFO : Epoch 1880 | loss: 0.03116 | val_loss: 0.0311703 | Time: 2477.65 ms
[2022-04-08 14:45:42 main:574] : INFO : Epoch 1881 | loss: 0.031159 | val_loss: 0.0311691 | Time: 2505.85 ms
[2022-04-08 14:45:45 main:574] : INFO : Epoch 1882 | loss: 0.031157 | val_loss: 0.0311706 | Time: 2469.1 ms
[2022-04-08 14:45:47 main:574] : INFO : Epoch 1883 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 2471.25 ms
[2022-04-08 14:45:50 main:574] : INFO : Epoch 1884 | loss: 0.0311575 | val_loss: 0.0311759 | Time: 2532.8 ms
[2022-04-08 14:45:52 main:574] : INFO : Epoch 1885 | loss: 0.0311568 | val_loss: 0.031171 | Time: 2499.47 ms
[2022-04-08 14:45:55 main:574] : INFO : Epoch 1886 | loss: 0.0311567 | val_loss: 0.0311744 | Time: 2501.26 ms
[2022-04-08 14:45:57 main:574] : INFO : Epoch 1887 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 2515.41 ms
[2022-04-08 14:46:00 main:574] : INFO : Epoch 1888 | loss: 0.0311563 | val_loss: 0.0311709 | Time: 2491.85 ms
[2022-04-08 14:46:02 main:574] : INFO : Epoch 1889 | loss: 0.0311555 | val_loss: 0.0311709 | Time: 2496.01 ms
[2022-04-08 14:46:05 main:574] : INFO : Epoch 1890 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 2493.04 ms
[2022-04-08 14:46:07 main:574] : INFO : Epoch 1891 | loss: 0.0311586 | val_loss: 0.031175 | Time: 2475.67 ms
[2022-04-08 14:46:10 main:574] : INFO : Epoch 1892 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 2469.62 ms
[2022-04-08 14:46:12 main:574] : INFO : Epoch 1893 | loss: 0.0311577 | val_loss: 0.0311713 | Time: 2475.06 ms
[2022-04-08 14:46:15 main:574] : INFO : Epoch 1894 | loss: 0.0311573 | val_loss: 0.0311726 | Time: 2491.13 ms
[2022-04-08 14:46:17 main:574] : INFO : Epoch 1895 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 2503.88 ms
[2022-04-08 14:46:20 main:574] : INFO : Epoch 1896 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 2510.69 ms
[2022-04-08 14:46:22 main:574] : INFO : Epoch 1897 | loss: 0.0311566 | val_loss: 0.0311726 | Time: 2497.76 ms
[2022-04-08 14:46:25 main:574] : INFO : Epoch 1898 | loss: 0.0311576 | val_loss: 0.0311713 | Time: 2499.73 ms
[2022-04-08 14:46:27 main:574] : INFO : Epoch 1899 | loss: 0.0311583 | val_loss: 0.0311702 | Time: 2479.65 ms
[2022-04-08 14:46:30 main:574] : INFO : Epoch 1900 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2511.92 ms
[2022-04-08 14:46:32 main:574] : INFO : Epoch 1901 | loss: 0.0311568 | val_loss: 0.0311718 | Time: 2474.44 ms
[2022-04-08 14:46:35 main:574] : INFO : Epoch 1902 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 2508.94 ms
[2022-04-08 14:46:37 main:574] : INFO : Epoch 1903 | loss: 0.031156 | val_loss: 0.031168 | Time: 2496.19 ms
[2022-04-08 14:46:40 main:574] : INFO : Epoch 1904 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 2488.95 ms
[2022-04-08 14:46:42 main:574] : INFO : Epoch 1905 | loss: 0.0311561 | val_loss: 0.031169 | Time: 2501.91 ms
[2022-04-08 14:46:45 main:574] : INFO : Epoch 1906 | loss: 0.0311563 | val_loss: 0.0311737 | Time: 2485.78 ms
[2022-04-08 14:46:47 main:574] : INFO : Epoch 1907 | loss: 0.0311579 | val_loss: 0.031172 | Time: 2480.11 ms
[2022-04-08 14:46:50 main:574] : INFO : Epoch 1908 | loss: 0.0311562 | val_loss: 0.0311707 | Time: 2467.38 ms
[2022-04-08 14:46:52 main:574] : INFO : Epoch 1909 | loss: 0.0311553 | val_loss: 0.0311696 | Time: 2453.73 ms
[2022-04-08 14:46:54 main:574] : INFO : Epoch 1910 | loss: 0.0311556 | val_loss: 0.0311703 | Time: 2478.36 ms
[2022-04-08 14:46:57 main:574] : INFO : Epoch 1911 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 2475.62 ms
[2022-04-08 14:46:59 main:574] : INFO : Epoch 1912 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 2484.78 ms
[2022-04-08 14:47:02 main:574] : INFO : Epoch 1913 | loss: 0.0311549 | val_loss: 0.031173 | Time: 2479.67 ms
[2022-04-08 14:47:04 main:574] : INFO : Epoch 1914 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 2474.49 ms
[2022-04-08 14:47:07 main:574] : INFO : Epoch 1915 | loss: 0.0311539 | val_loss: 0.0311712 | Time: 2474.28 ms
[2022-04-08 14:47:09 main:574] : INFO : Epoch 1916 | loss: 0.0311564 | val_loss: 0.0311721 | Time: 2529.57 ms
[2022-04-08 14:47:12 main:574] : INFO : Epoch 1917 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 2516.44 ms
[2022-04-08 14:47:14 main:574] : INFO : Epoch 1918 | loss: 0.0311547 | val_loss: 0.0311758 | Time: 2473.96 ms
[2022-04-08 14:47:17 main:574] : INFO : Epoch 1919 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 2490.7 ms
[2022-04-08 14:47:19 main:574] : INFO : Epoch 1920 | loss: 0.031154 | val_loss: 0.031169 | Time: 2497.05 ms
[2022-04-08 14:47:22 main:574] : INFO : Epoch 1921 | loss: 0.031155 | val_loss: 0.0311695 | Time: 2513.54 ms
[2022-04-08 14:47:24 main:574] : INFO : Epoch 1922 | loss: 0.0311571 | val_loss: 0.0311689 | Time: 2466.41 ms
[2022-04-08 14:47:27 main:574] : INFO : Epoch 1923 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 2516.5 ms
[2022-04-08 14:47:29 main:574] : INFO : Epoch 1924 | loss: 0.0311539 | val_loss: 0.0311708 | Time: 2506.71 ms
[2022-04-08 14:47:32 main:574] : INFO : Epoch 1925 | loss: 0.0311546 | val_loss: 0.0311734 | Time: 2514.67 ms
[2022-04-08 14:47:34 main:574] : INFO : Epoch 1926 | loss: 0.0311573 | val_loss: 0.031176 | Time: 2480 ms
[2022-04-08 14:47:37 main:574] : INFO : Epoch 1927 | loss: 0.0311554 | val_loss: 0.031173 | Time: 2527.2 ms
[2022-04-08 14:47:39 main:574] : INFO : Epoch 1928 | loss: 0.0311553 | val_loss: 0.0311737 | Time: 2528.05 ms
[2022-04-08 14:47:42 main:574] : INFO : Epoch 1929 | loss: 0.0311575 | val_loss: 0.0311729 | Time: 2501.22 ms
[2022-04-08 14:47:44 main:574] : INFO : Epoch 1930 | loss: 0.0311593 | val_loss: 0.0311758 | Time: 2495.58 ms
[2022-04-08 14:47:47 main:574] : INFO : Epoch 1931 | loss: 0.0311603 | val_loss: 0.031173 | Time: 2484.63 ms
[2022-04-08 14:47:49 main:574] : INFO : Epoch 1932 | loss: 0.0311593 | val_loss: 0.031175 | Time: 2493.05 ms
[2022-04-08 14:47:52 main:574] : INFO : Epoch 1933 | loss: 0.0311605 | val_loss: 0.0311783 | Time: 2470.44 ms
[2022-04-08 14:47:54 main:574] : INFO : Epoch 1934 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 2503.99 ms
[2022-04-08 14:47:57 main:574] : INFO : Epoch 1935 | loss: 0.031158 | val_loss: 0.0311739 | Time: 2503.48 ms
[2022-04-08 14:47:59 main:574] : INFO : Epoch 1936 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 2482.58 ms
[2022-04-08 14:48:02 main:574] : INFO : Epoch 1937 | loss: 0.031175 | val_loss: 0.0311872 | Time: 2524.73 ms
[2022-04-08 14:48:04 main:574] : INFO : Epoch 1938 | loss: 0.031645 | val_loss: 0.0329061 | Time: 2481.12 ms
[2022-04-08 14:48:07 main:574] : INFO : Epoch 1939 | loss: 0.0315601 | val_loss: 0.0312945 | Time: 2496.96 ms
[2022-04-08 14:48:09 main:574] : INFO : Epoch 1940 | loss: 0.0312013 | val_loss: 0.0311827 | Time: 2462.48 ms
[2022-04-08 14:48:12 main:574] : INFO : Epoch 1941 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2466.36 ms
[2022-04-08 14:48:14 main:574] : INFO : Epoch 1942 | loss: 0.0311625 | val_loss: 0.0311777 | Time: 2511.92 ms
[2022-04-08 14:48:17 main:574] : INFO : Epoch 1943 | loss: 0.0311591 | val_loss: 0.0311743 | Time: 2506.97 ms
[2022-04-08 14:48:19 main:574] : INFO : Epoch 1944 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 2481.84 ms
[2022-04-08 14:48:22 main:574] : INFO : Epoch 1945 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 2490.78 ms
[2022-04-08 14:48:24 main:574] : INFO : Epoch 1946 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 2509.55 ms
[2022-04-08 14:48:27 main:574] : INFO : Epoch 1947 | loss: 0.0311608 | val_loss: 0.03117 | Time: 2499.77 ms
[2022-04-08 14:48:29 main:574] : INFO : Epoch 1948 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 2495.04 ms
[2022-04-08 14:48:32 main:574] : INFO : Epoch 1949 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 2494.88 ms
[2022-04-08 14:48:34 main:574] : INFO : Epoch 1950 | loss: 0.0311596 | val_loss: 0.031166 | Time: 2469.59 ms
[2022-04-08 14:48:37 main:574] : INFO : Epoch 1951 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 2522.59 ms
[2022-04-08 14:48:39 main:574] : INFO : Epoch 1952 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 2486.51 ms
[2022-04-08 14:48:42 main:574] : INFO : Epoch 1953 | loss: 0.0311643 | val_loss: 0.0311719 | Time: 2503.48 ms
[2022-04-08 14:48:44 main:574] : INFO : Epoch 1954 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 2507.5 ms
[2022-04-08 14:48:47 main:574] : INFO : Epoch 1955 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 2474.22 ms
[2022-04-08 14:48:49 main:574] : INFO : Epoch 1956 | loss: 0.0311605 | val_loss: 0.0311689 | Time: 2463.75 ms
[2022-04-08 14:48:52 main:574] : INFO : Epoch 1957 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 2476.58 ms
[2022-04-08 14:48:54 main:574] : INFO : Epoch 1958 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 2490.51 ms
[2022-04-08 14:48:57 main:574] : INFO : Epoch 1959 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 2481.7 ms
[2022-04-08 14:48:59 main:574] : INFO : Epoch 1960 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 2457.4 ms
[2022-04-08 14:49:02 main:574] : INFO : Epoch 1961 | loss: 0.0311596 | val_loss: 0.0311701 | Time: 2483.68 ms
[2022-04-08 14:49:04 main:574] : INFO : Epoch 1962 | loss: 0.0311589 | val_loss: 0.0311694 | Time: 2502.31 ms
[2022-04-08 14:49:07 main:574] : INFO : Epoch 1963 | loss: 0.0311581 | val_loss: 0.0311697 | Time: 2492.63 ms
[2022-04-08 14:49:09 main:574] : INFO : Epoch 1964 | loss: 0.0311578 | val_loss: 0.0311686 | Time: 2488.98 ms
[2022-04-08 14:49:12 main:574] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311702 | Time: 2497.84 ms
[2022-04-08 14:49:14 main:574] : INFO : Epoch 1966 | loss: 0.0311571 | val_loss: 0.0311695 | Time: 2478.46 ms
[2022-04-08 14:49:17 main:574] : INFO : Epoch 1967 | loss: 0.0311575 | val_loss: 0.0311705 | Time: 2487.2 ms
[2022-04-08 14:49:19 main:574] : INFO : Epoch 1968 | loss: 0.0311569 | val_loss: 0.031171 | Time: 2496.16 ms
[2022-04-08 14:49:22 main:574] : INFO : Epoch 1969 | loss: 0.031157 | val_loss: 0.0311723 | Time: 2511.64 ms
[2022-04-08 14:49:24 main:574] : INFO : Epoch 1970 | loss: 0.0311559 | val_loss: 0.0311695 | Time: 2484.69 ms
[2022-04-08 14:49:27 main:574] : INFO : Epoch 1971 | loss: 0.0311571 | val_loss: 0.031171 | Time: 2505.67 ms
[2022-04-08 14:49:29 main:574] : INFO : Epoch 1972 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 2485.23 ms
[2022-04-08 14:49:32 main:574] : INFO : Epoch 1973 | loss: 0.0311617 | val_loss: 0.0311679 | Time: 2497.88 ms
[2022-04-08 14:49:34 main:574] : INFO : Epoch 1974 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 2509.56 ms
[2022-04-08 14:49:37 main:574] : INFO : Epoch 1975 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 2510.99 ms
[2022-04-08 14:49:39 main:574] : INFO : Epoch 1976 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 2472.44 ms
[2022-04-08 14:49:42 main:574] : INFO : Epoch 1977 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 2486.49 ms
[2022-04-08 14:49:44 main:574] : INFO : Epoch 1978 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 2484.31 ms
[2022-04-08 14:49:47 main:574] : INFO : Epoch 1979 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 2499.25 ms
[2022-04-08 14:49:49 main:574] : INFO : Epoch 1980 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 2477.6 ms
[2022-04-08 14:49:52 main:574] : INFO : Epoch 1981 | loss: 0.0311573 | val_loss: 0.0311657 | Time: 2499.96 ms
[2022-04-08 14:49:54 main:574] : INFO : Epoch 1982 | loss: 0.0311568 | val_loss: 0.0311663 | Time: 2475.56 ms
[2022-04-08 14:49:57 main:574] : INFO : Epoch 1983 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 2502.7 ms
[2022-04-08 14:49:59 main:574] : INFO : Epoch 1984 | loss: 0.031157 | val_loss: 0.0311687 | Time: 2518.29 ms
[2022-04-08 14:50:02 main:574] : INFO : Epoch 1985 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 2486.18 ms
[2022-04-08 14:50:04 main:574] : INFO : Epoch 1986 | loss: 0.031156 | val_loss: 0.0311676 | Time: 2480.79 ms
[2022-04-08 14:50:07 main:574] : INFO : Epoch 1987 | loss: 0.0311585 | val_loss: 0.0311684 | Time: 2467.25 ms
[2022-04-08 14:50:09 main:574] : INFO : Epoch 1988 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 2515.29 ms
[2022-04-08 14:50:12 main:574] : INFO : Epoch 1989 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 2487.85 ms
[2022-04-08 14:50:14 main:574] : INFO : Epoch 1990 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 2518.84 ms
[2022-04-08 14:50:17 main:574] : INFO : Epoch 1991 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 2510.58 ms
[2022-04-08 14:50:19 main:574] : INFO : Epoch 1992 | loss: 0.0311583 | val_loss: 0.0311662 | Time: 2487.21 ms
[2022-04-08 14:50:22 main:574] : INFO : Epoch 1993 | loss: 0.0311572 | val_loss: 0.0311662 | Time: 2510.74 ms
[2022-04-08 14:50:24 main:574] : INFO : Epoch 1994 | loss: 0.031156 | val_loss: 0.0311661 | Time: 2511.61 ms
[2022-04-08 14:50:27 main:574] : INFO : Epoch 1995 | loss: 0.031156 | val_loss: 0.0311664 | Time: 2510.75 ms
[2022-04-08 14:50:29 main:574] : INFO : Epoch 1996 | loss: 0.0311559 | val_loss: 0.031166 | Time: 2477.45 ms
[2022-04-08 14:50:32 main:574] : INFO : Epoch 1997 | loss: 0.031156 | val_loss: 0.0311663 | Time: 2487.15 ms
[2022-04-08 14:50:34 main:574] : INFO : Epoch 1998 | loss: 0.0311557 | val_loss: 0.031164 | Time: 2481.42 ms
[2022-04-08 14:50:37 main:574] : INFO : Epoch 1999 | loss: 0.0311543 | val_loss: 0.0311644 | Time: 2498.44 ms
[2022-04-08 14:50:39 main:574] : INFO : Epoch 2000 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 2456.42 ms
[2022-04-08 14:50:42 main:574] : INFO : Epoch 2001 | loss: 0.0311544 | val_loss: 0.0311637 | Time: 2499.9 ms
[2022-04-08 14:50:44 main:574] : INFO : Epoch 2002 | loss: 0.0311546 | val_loss: 0.0311639 | Time: 2519.94 ms
[2022-04-08 14:50:47 main:574] : INFO : Epoch 2003 | loss: 0.031154 | val_loss: 0.0311655 | Time: 2519.45 ms
[2022-04-08 14:50:49 main:574] : INFO : Epoch 2004 | loss: 0.0311548 | val_loss: 0.0311639 | Time: 2492.69 ms
[2022-04-08 14:50:52 main:574] : INFO : Epoch 2005 | loss: 0.0311557 | val_loss: 0.0311648 | Time: 2485.59 ms
[2022-04-08 14:50:54 main:574] : INFO : Epoch 2006 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 2507.34 ms
[2022-04-08 14:50:57 main:574] : INFO : Epoch 2007 | loss: 0.0311552 | val_loss: 0.0311673 | Time: 2517.81 ms
[2022-04-08 14:50:59 main:574] : INFO : Epoch 2008 | loss: 0.0311549 | val_loss: 0.0311647 | Time: 2485.34 ms
[2022-04-08 14:51:02 main:574] : INFO : Epoch 2009 | loss: 0.0311552 | val_loss: 0.0311617 | Time: 2498.16 ms
[2022-04-08 14:51:04 main:574] : INFO : Epoch 2010 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 2494.59 ms
[2022-04-08 14:51:07 main:574] : INFO : Epoch 2011 | loss: 0.0311547 | val_loss: 0.0311628 | Time: 2509.52 ms
[2022-04-08 14:51:09 main:574] : INFO : Epoch 2012 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 2473.46 ms
[2022-04-08 14:51:12 main:574] : INFO : Epoch 2013 | loss: 0.031154 | val_loss: 0.0311646 | Time: 2475.47 ms
[2022-04-08 14:51:14 main:574] : INFO : Epoch 2014 | loss: 0.031154 | val_loss: 0.0311653 | Time: 2483.59 ms
[2022-04-08 14:51:17 main:574] : INFO : Epoch 2015 | loss: 0.031153 | val_loss: 0.0311629 | Time: 2489.28 ms
[2022-04-08 14:51:19 main:574] : INFO : Epoch 2016 | loss: 0.0311527 | val_loss: 0.0311649 | Time: 2485.04 ms
[2022-04-08 14:51:22 main:574] : INFO : Epoch 2017 | loss: 0.0311542 | val_loss: 0.0311656 | Time: 2471.65 ms
[2022-04-08 14:51:24 main:574] : INFO : Epoch 2018 | loss: 0.0311526 | val_loss: 0.0311668 | Time: 2501.04 ms
[2022-04-08 14:51:26 main:574] : INFO : Epoch 2019 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 2473.19 ms
[2022-04-08 14:51:29 main:574] : INFO : Epoch 2020 | loss: 0.031153 | val_loss: 0.0311654 | Time: 2499.31 ms
[2022-04-08 14:51:32 main:574] : INFO : Epoch 2021 | loss: 0.0311527 | val_loss: 0.031165 | Time: 2518.71 ms
[2022-04-08 14:51:34 main:574] : INFO : Epoch 2022 | loss: 0.0311527 | val_loss: 0.0311679 | Time: 2469.55 ms
[2022-04-08 14:51:36 main:574] : INFO : Epoch 2023 | loss: 0.031152 | val_loss: 0.0311674 | Time: 2489.77 ms
[2022-04-08 14:51:39 main:574] : INFO : Epoch 2024 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 2518.93 ms
[2022-04-08 14:51:42 main:574] : INFO : Epoch 2025 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 2526.3 ms
[2022-04-08 14:51:44 main:574] : INFO : Epoch 2026 | loss: 0.0311515 | val_loss: 0.0311653 | Time: 2499.86 ms
[2022-04-08 14:51:47 main:574] : INFO : Epoch 2027 | loss: 0.0311509 | val_loss: 0.0311666 | Time: 2493.77 ms
[2022-04-08 14:51:49 main:574] : INFO : Epoch 2028 | loss: 0.0311511 | val_loss: 0.0311658 | Time: 2496.04 ms
[2022-04-08 14:51:51 main:574] : INFO : Epoch 2029 | loss: 0.031152 | val_loss: 0.0311659 | Time: 2480.52 ms
[2022-04-08 14:51:54 main:574] : INFO : Epoch 2030 | loss: 0.0311518 | val_loss: 0.0311651 | Time: 2462.26 ms
[2022-04-08 14:51:56 main:574] : INFO : Epoch 2031 | loss: 0.0311518 | val_loss: 0.0311655 | Time: 2510.3 ms
[2022-04-08 14:51:59 main:574] : INFO : Epoch 2032 | loss: 0.031153 | val_loss: 0.0311652 | Time: 2483.06 ms
[2022-04-08 14:52:01 main:574] : INFO : Epoch 2033 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 2504.94 ms
[2022-04-08 14:52:04 main:574] : INFO : Epoch 2034 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 2478.04 ms
[2022-04-08 14:52:06 main:574] : INFO : Epoch 2035 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 2504.08 ms
[2022-04-08 14:52:09 main:574] : INFO : Epoch 2036 | loss: 0.0311541 | val_loss: 0.0311625 | Time: 2509.97 ms
[2022-04-08 14:52:11 main:574] : INFO : Epoch 2037 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 2469.83 ms
[2022-04-08 14:52:14 main:574] : INFO : Epoch 2038 | loss: 0.0311538 | val_loss: 0.0311642 | Time: 2509.02 ms
[2022-04-08 14:52:16 main:574] : INFO : Epoch 2039 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 2506.38 ms
[2022-04-08 14:52:19 main:574] : INFO : Epoch 2040 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 2500.93 ms
[2022-04-08 14:52:21 main:574] : INFO : Epoch 2041 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 2507.97 ms
[2022-04-08 14:52:24 main:574] : INFO : Epoch 2042 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 2495.4 ms
[2022-04-08 14:52:26 main:574] : INFO : Epoch 2043 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 2471.33 ms
[2022-04-08 14:52:29 main:574] : INFO : Epoch 2044 | loss: 0.0311548 | val_loss: 0.031167 | Time: 2517.11 ms
[2022-04-08 14:52:31 main:574] : INFO : Epoch 2045 | loss: 0.031154 | val_loss: 0.0311671 | Time: 2009.59 ms
[2022-04-08 14:52:33 main:574] : INFO : Epoch 2046 | loss: 0.0311548 | val_loss: 0.0311668 | Time: 1792.72 ms
[2022-04-08 14:52:35 main:574] : INFO : Epoch 2047 | loss: 0.0311575 | val_loss: 0.0311668 | Time: 1859.51 ms
[2022-04-08 14:52:36 main:574] : INFO : Epoch 2048 | loss: 0.0311558 | val_loss: 0.031171 | Time: 1851.02 ms
[2022-04-08 14:52:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031171
[2022-04-08 14:52:37 main:603] : INFO : Saving end state to config to file
[2022-04-08 14:52:37 main:608] : INFO : Success, exiting..
14:52:37 (6376): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)