Task 4182874
| Name | ParityMachine-1612730590-18931-1_0 |
| Workunit | 2281675 |
| Created | 25 Feb 2021, 22:05:11 UTC |
| Sent | 5 Mar 2021, 18:00:05 UTC |
| Report deadline | 12 Mar 2021, 18:00:05 UTC |
| Received | 5 Mar 2021, 20:23:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 129 |
| Run time | 1 hours 30 min 53 sec |
| CPU time | 45 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,673.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311605 | val_loss: 0.031168 | Time: 2660.95 ms [2021-03-05 12:01:12 main:581] : INFO : Epoch 1539 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 2676.92 ms [2021-03-05 12:01:14 main:581] : INFO : Epoch 1540 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 2667.39 ms [2021-03-05 12:01:17 main:581] : INFO : Epoch 1541 | loss: 0.0311604 | val_loss: 0.0311821 | Time: 2644.54 ms [2021-03-05 12:01:19 main:581] : INFO : Epoch 1542 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 2671.45 ms [2021-03-05 12:01:22 main:581] : INFO : Epoch 1543 | loss: 0.0311584 | val_loss: 0.0311713 | Time: 2655.68 ms [2021-03-05 12:01:25 main:581] : INFO : Epoch 1544 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 2652.15 ms [2021-03-05 12:01:27 main:581] : INFO : Epoch 1545 | loss: 0.0311586 | val_loss: 0.0311705 | Time: 2656.91 ms [2021-03-05 12:01:30 main:581] : INFO : Epoch 1546 | loss: 0.0311619 | val_loss: 0.0311664 | Time: 2665.94 ms [2021-03-05 12:01:33 main:581] : INFO : Epoch 1547 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 2649 ms [2021-03-05 12:01:35 main:581] : INFO : Epoch 1548 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 2671.46 ms [2021-03-05 12:01:38 main:581] : INFO : Epoch 1549 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 2645.19 ms [2021-03-05 12:01:41 main:581] : INFO : Epoch 1550 | loss: 0.0311588 | val_loss: 0.0311819 | Time: 2670.71 ms [2021-03-05 12:01:43 main:581] : INFO : Epoch 1551 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 2663.25 ms [2021-03-05 12:01:46 main:581] : INFO : Epoch 1552 | loss: 0.0311674 | val_loss: 0.0311679 | Time: 2665.39 ms [2021-03-05 12:01:49 main:581] : INFO : Epoch 1553 | loss: 0.0311655 | val_loss: 0.031173 | Time: 2658.8 ms [2021-03-05 12:01:51 main:581] : INFO : Epoch 1554 | loss: 0.0311648 | val_loss: 0.0311812 | Time: 2652.21 ms [2021-03-05 12:01:54 main:581] : INFO : Epoch 1555 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 2650.56 ms [2021-03-05 12:01:57 main:581] : INFO : Epoch 1556 | loss: 0.0311589 | val_loss: 0.031177 | Time: 2673.78 ms [2021-03-05 12:01:59 main:581] : INFO : Epoch 1557 | loss: 0.0311618 | val_loss: 0.0311696 | Time: 2661.6 ms [2021-03-05 12:02:02 main:581] : INFO : Epoch 1558 | loss: 0.0311653 | val_loss: 0.0311766 | Time: 2669.29 ms [2021-03-05 12:02:05 main:581] : INFO : Epoch 1559 | loss: 0.0311637 | val_loss: 0.0311688 | Time: 2659.29 ms [2021-03-05 12:02:07 main:581] : INFO : Epoch 1560 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 2684.53 ms [2021-03-05 12:02:10 main:581] : INFO : Epoch 1561 | loss: 0.031157 | val_loss: 0.0311681 | Time: 2654.61 ms [2021-03-05 12:02:13 main:581] : INFO : Epoch 1562 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 2656.62 ms [2021-03-05 12:02:15 main:581] : INFO : Epoch 1563 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 2664.73 ms [2021-03-05 12:02:18 main:581] : INFO : Epoch 1564 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 2665.23 ms [2021-03-05 12:02:21 main:581] : INFO : Epoch 1565 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 2663.38 ms [2021-03-05 12:02:23 main:581] : INFO : Epoch 1566 | loss: 0.031155 | val_loss: 0.0311692 | Time: 2668.01 ms [2021-03-05 12:02:26 main:581] : INFO : Epoch 1567 | loss: 0.0311575 | val_loss: 0.0311689 | Time: 2641.14 ms [2021-03-05 12:02:29 main:581] : INFO : Epoch 1568 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 2650.63 ms [2021-03-05 12:02:31 main:581] : INFO : Epoch 1569 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 2663.01 ms [2021-03-05 12:02:34 main:581] : INFO : Epoch 1570 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 2676.83 ms [2021-03-05 12:02:37 main:581] : INFO : Epoch 1571 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 2665.05 ms [2021-03-05 12:02:39 main:581] : INFO : Epoch 1572 | loss: 0.0311571 | val_loss: 0.0311715 | Time: 2663.8 ms [2021-03-05 12:02:42 main:581] : INFO : Epoch 1573 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 2645.72 ms [2021-03-05 12:02:45 main:581] : INFO : Epoch 1574 | loss: 0.0311601 | val_loss: 0.0311863 | Time: 2654.63 ms [2021-03-05 12:02:47 main:581] : INFO : Epoch 1575 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 2659.38 ms [2021-03-05 12:02:50 main:581] : INFO : Epoch 1576 | loss: 0.031163 | val_loss: 0.0311679 | Time: 2645.47 ms [2021-03-05 12:02:53 main:581] : INFO : Epoch 1577 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 2670.12 ms [2021-03-05 12:02:55 main:581] : INFO : Epoch 1578 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 2656.77 ms [2021-03-05 12:02:58 main:581] : INFO : Epoch 1579 | loss: 0.0311584 | val_loss: 0.0311897 | Time: 2648.5 ms [2021-03-05 12:03:01 main:581] : INFO : Epoch 1580 | loss: 0.0311608 | val_loss: 0.0311712 | Time: 2659.5 ms [2021-03-05 12:03:03 main:581] : INFO : Epoch 1581 | loss: 0.0311599 | val_loss: 0.0311753 | Time: 2655.63 ms [2021-03-05 12:03:06 main:581] : INFO : Epoch 1582 | loss: 0.0311679 | val_loss: 0.0311685 | Time: 2653.2 ms [2021-03-05 12:03:09 main:581] : INFO : Epoch 1583 | loss: 0.031159 | val_loss: 0.0311664 | Time: 2672.45 ms [2021-03-05 12:03:11 main:581] : INFO : Epoch 1584 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 2659.77 ms [2021-03-05 12:03:14 main:581] : INFO : Epoch 1585 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 2660.33 ms [2021-03-05 12:03:17 main:581] : INFO : Epoch 1586 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 2667.86 ms [2021-03-05 12:03:19 main:581] : INFO : Epoch 1587 | loss: 0.0311565 | val_loss: 0.0311729 | Time: 2676.92 ms [2021-03-05 12:03:22 main:581] : INFO : Epoch 1588 | loss: 0.031158 | val_loss: 0.0311679 | Time: 2654.99 ms [2021-03-05 12:03:25 main:581] : INFO : Epoch 1589 | loss: 0.0311546 | val_loss: 0.0311668 | Time: 2670.43 ms [2021-03-05 12:03:27 main:581] : INFO : Epoch 1590 | loss: 0.0311548 | val_loss: 0.031168 | Time: 2669.2 ms [2021-03-05 12:03:30 main:581] : INFO : Epoch 1591 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 2656.64 ms [2021-03-05 12:03:33 main:581] : INFO : Epoch 1592 | loss: 0.0311544 | val_loss: 0.0311686 | Time: 2660.86 ms [2021-03-05 12:03:35 main:581] : INFO : Epoch 1593 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 2674.18 ms [2021-03-05 12:03:38 main:581] : INFO : Epoch 1594 | loss: 0.0311552 | val_loss: 0.0311687 | Time: 2667.94 ms [2021-03-05 12:03:41 main:581] : INFO : Epoch 1595 | loss: 0.0311568 | val_loss: 0.0311663 | Time: 2662.55 ms [2021-03-05 12:03:43 main:581] : INFO : Epoch 1596 | loss: 0.0311536 | val_loss: 0.0311666 | Time: 2666.35 ms [2021-03-05 12:03:46 main:581] : INFO : Epoch 1597 | loss: 0.0311547 | val_loss: 0.0311689 | Time: 2659.19 ms [2021-03-05 12:03:49 main:581] : INFO : Epoch 1598 | loss: 0.0311561 | val_loss: 0.0311727 | Time: 2647.2 ms [2021-03-05 12:03:51 main:581] : INFO : Epoch 1599 | loss: 0.031154 | val_loss: 0.031166 | Time: 2659.98 ms [2021-03-05 12:03:54 main:581] : INFO : Epoch 1600 | loss: 0.0311521 | val_loss: 0.0311673 | Time: 2656.6 ms [2021-03-05 12:03:57 main:581] : INFO : Epoch 1601 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 2666.16 ms [2021-03-05 12:03:59 main:581] : INFO : Epoch 1602 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 2675.74 ms [2021-03-05 12:04:02 main:581] : INFO : Epoch 1603 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 2654.26 ms [2021-03-05 12:04:05 main:581] : INFO : Epoch 1604 | loss: 0.0311581 | val_loss: 0.0311814 | Time: 2649.18 ms [2021-03-05 12:04:07 main:581] : INFO : Epoch 1605 | loss: 0.0311551 | val_loss: 0.0311683 | Time: 2668.41 ms [2021-03-05 12:04:10 main:581] : INFO : Epoch 1606 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 2659.82 ms [2021-03-05 12:04:13 main:581] : INFO : Epoch 1607 | loss: 0.031151 | val_loss: 0.0311658 | Time: 2665.23 ms [2021-03-05 12:04:15 main:581] : INFO : Epoch 1608 | loss: 0.031152 | val_loss: 0.0311645 | Time: 2663.52 ms [2021-03-05 12:04:18 main:581] : INFO : Epoch 1609 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 2660.98 ms [2021-03-05 12:04:21 main:581] : INFO : Epoch 1610 | loss: 0.0311513 | val_loss: 0.0311662 | Time: 2673.79 ms [2021-03-05 12:04:23 main:581] : INFO : Epoch 1611 | loss: 0.0311515 | val_loss: 0.0311649 | Time: 2665.99 ms [2021-03-05 12:04:26 main:581] : INFO : Epoch 1612 | loss: 0.03115 | val_loss: 0.0311644 | Time: 2670.19 ms [2021-03-05 12:04:29 main:581] : INFO : Epoch 1613 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 2655.75 ms [2021-03-05 12:04:31 main:581] : INFO : Epoch 1614 | loss: 0.0311513 | val_loss: 0.0311654 | Time: 2650.98 ms [2021-03-05 12:04:34 main:581] : INFO : Epoch 1615 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 2654.64 ms [2021-03-05 12:04:36 main:581] : INFO : Epoch 1616 | loss: 0.0311504 | val_loss: 0.0311672 | Time: 2669.97 ms [2021-03-05 12:04:39 main:581] : INFO : Epoch 1617 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 2658.31 ms [2021-03-05 12:04:42 main:581] : INFO : Epoch 1618 | loss: 0.0311558 | val_loss: 0.0311891 | Time: 2666 ms [2021-03-05 12:04:44 main:581] : INFO : Epoch 1619 | loss: 0.0311532 | val_loss: 0.0311639 | Time: 2664.27 ms [2021-03-05 12:04:47 main:581] : INFO : Epoch 1620 | loss: 0.0311495 | val_loss: 0.0311739 | Time: 2652.67 ms [2021-03-05 12:04:50 main:581] : INFO : Epoch 1621 | loss: 0.0311541 | val_loss: 0.0311653 | Time: 2658.52 ms [2021-03-05 12:04:52 main:581] : INFO : Epoch 1622 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 2664.75 ms [2021-03-05 12:04:55 main:581] : INFO : Epoch 1623 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 2652.56 ms [2021-03-05 12:04:58 main:581] : INFO : Epoch 1624 | loss: 0.0311514 | val_loss: 0.0311684 | Time: 2668.39 ms [2021-03-05 12:05:00 main:581] : INFO : Epoch 1625 | loss: 0.0311515 | val_loss: 0.0311636 | Time: 2672.94 ms [2021-03-05 12:05:03 main:581] : INFO : Epoch 1626 | loss: 0.0311483 | val_loss: 0.0311642 | Time: 2666.59 ms [2021-03-05 12:05:06 main:581] : INFO : Epoch 1627 | loss: 0.0311507 | val_loss: 0.0311654 | Time: 2653.91 ms [2021-03-05 12:05:08 main:581] : INFO : Epoch 1628 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 2663.78 ms [2021-03-05 12:05:11 main:581] : INFO : Epoch 1629 | loss: 0.0311525 | val_loss: 0.0311669 | Time: 2651.7 ms [2021-03-05 12:05:14 main:581] : INFO : Epoch 1630 | loss: 0.0311506 | val_loss: 0.0311659 | Time: 2673.04 ms [2021-03-05 12:05:16 main:581] : INFO : Epoch 1631 | loss: 0.0311525 | val_loss: 0.0311657 | Time: 2651 ms [2021-03-05 12:05:19 main:581] : INFO : Epoch 1632 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 2668.77 ms [2021-03-05 12:05:22 main:581] : INFO : Epoch 1633 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 2638.14 ms [2021-03-05 12:05:24 main:581] : INFO : Epoch 1634 | loss: 0.031153 | val_loss: 0.0311662 | Time: 2664.75 ms [2021-03-05 12:05:27 main:581] : INFO : Epoch 1635 | loss: 0.031149 | val_loss: 0.031164 | Time: 2659.12 ms [2021-03-05 12:05:30 main:581] : INFO : Epoch 1636 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 2667.37 ms [2021-03-05 12:05:32 main:581] : INFO : Epoch 1637 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 2660.31 ms [2021-03-05 12:05:35 main:581] : INFO : Epoch 1638 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 2667.72 ms [2021-03-05 12:05:38 main:581] : INFO : Epoch 1639 | loss: 0.0311553 | val_loss: 0.031165 | Time: 2671.79 ms [2021-03-05 12:05:40 main:581] : INFO : Epoch 1640 | loss: 0.0311555 | val_loss: 0.031169 | Time: 2662.87 ms [2021-03-05 12:05:43 main:581] : INFO : Epoch 1641 | loss: 0.0311473 | val_loss: 0.0311709 | Time: 2680.87 ms [2021-03-05 12:05:46 main:581] : INFO : Epoch 1642 | loss: 0.0311501 | val_loss: 0.0311673 | Time: 2660.07 ms [2021-03-05 12:05:48 main:581] : INFO : Epoch 1643 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 2660.25 ms [2021-03-05 12:05:51 main:581] : INFO : Epoch 1644 | loss: 0.031153 | val_loss: 0.0311653 | Time: 2671.13 ms [2021-03-05 12:05:54 main:581] : INFO : Epoch 1645 | loss: 0.0311495 | val_loss: 0.0311646 | Time: 2645.59 ms [2021-03-05 12:05:56 main:581] : INFO : Epoch 1646 | loss: 0.0311504 | val_loss: 0.0311649 | Time: 2652.76 ms [2021-03-05 12:05:59 main:581] : INFO : Epoch 1647 | loss: 0.0311544 | val_loss: 0.0311675 | Time: 2671.06 ms [2021-03-05 12:06:02 main:581] : INFO : Epoch 1648 | loss: 0.0311514 | val_loss: 0.0311708 | Time: 2667.16 ms [2021-03-05 12:06:04 main:581] : INFO : Epoch 1649 | loss: 0.0311496 | val_loss: 0.0311653 | Time: 2653.79 ms [2021-03-05 12:06:07 main:581] : INFO : Epoch 1650 | loss: 0.0311484 | val_loss: 0.0311655 | Time: 2654.08 ms [2021-03-05 12:06:10 main:581] : INFO : Epoch 1651 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 2656.06 ms [2021-03-05 12:06:12 main:581] : INFO : Epoch 1652 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 2652.99 ms [2021-03-05 12:06:15 main:581] : INFO : Epoch 1653 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 2642.94 ms [2021-03-05 12:06:18 main:581] : INFO : Epoch 1654 | loss: 0.031153 | val_loss: 0.0311691 | Time: 2657.76 ms [2021-03-05 12:06:20 main:581] : INFO : Epoch 1655 | loss: 0.0311511 | val_loss: 0.0311657 | Time: 2664.24 ms [2021-03-05 12:06:23 main:581] : INFO : Epoch 1656 | loss: 0.0311507 | val_loss: 0.0311654 | Time: 2661.83 ms [2021-03-05 12:06:26 main:581] : INFO : Epoch 1657 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 2656.04 ms [2021-03-05 12:06:28 main:581] : INFO : Epoch 1658 | loss: 0.0311467 | val_loss: 0.0311679 | Time: 2659.28 ms [2021-03-05 12:06:31 main:581] : INFO : Epoch 1659 | loss: 0.0311481 | val_loss: 0.0311717 | Time: 2673.69 ms [2021-03-05 12:06:34 main:581] : INFO : Epoch 1660 | loss: 0.0311493 | val_loss: 0.0311648 | Time: 2659.55 ms [2021-03-05 12:06:36 main:581] : INFO : Epoch 1661 | loss: 0.0311489 | val_loss: 0.0311742 | Time: 2650.81 ms [2021-03-05 12:06:39 main:581] : INFO : Epoch 1662 | loss: 0.0311545 | val_loss: 0.0311929 | Time: 2665.37 ms [2021-03-05 12:06:42 main:581] : INFO : Epoch 1663 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 2660.1 ms [2021-03-05 12:06:44 main:581] : INFO : Epoch 1664 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 2680.92 ms [2021-03-05 12:06:47 main:581] : INFO : Epoch 1665 | loss: 0.0311538 | val_loss: 0.0311649 | Time: 2649.4 ms [2021-03-05 12:06:50 main:581] : INFO : Epoch 1666 | loss: 0.0311505 | val_loss: 0.0311643 | Time: 2651.91 ms [2021-03-05 12:06:52 main:581] : INFO : Epoch 1667 | loss: 0.0311469 | val_loss: 0.0311641 | Time: 2672.95 ms [2021-03-05 12:06:55 main:581] : INFO : Epoch 1668 | loss: 0.0311459 | val_loss: 0.031165 | Time: 2661.36 ms [2021-03-05 12:06:58 main:581] : INFO : Epoch 1669 | loss: 0.0311468 | val_loss: 0.0311646 | Time: 2653.38 ms [2021-03-05 12:07:00 main:581] : INFO : Epoch 1670 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 2672.25 ms [2021-03-05 12:07:03 main:581] : INFO : Epoch 1671 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 2644.6 ms [2021-03-05 12:07:06 main:581] : INFO : Epoch 1672 | loss: 0.0311504 | val_loss: 0.0311639 | Time: 2678.98 ms [2021-03-05 12:07:08 main:581] : INFO : Epoch 1673 | loss: 0.0311471 | val_loss: 0.0311665 | Time: 2652.83 ms [2021-03-05 12:07:11 main:581] : INFO : Epoch 1674 | loss: 0.0311468 | val_loss: 0.0311629 | Time: 2651.08 ms [2021-03-05 12:07:13 main:581] : INFO : Epoch 1675 | loss: 0.0311463 | val_loss: 0.0311641 | Time: 2648.56 ms [2021-03-05 12:07:16 main:581] : INFO : Epoch 1676 | loss: 0.0311448 | val_loss: 0.0311639 | Time: 2657.1 ms [2021-03-05 12:07:19 main:581] : INFO : Epoch 1677 | loss: 0.031146 | val_loss: 0.0311662 | Time: 2665.9 ms [2021-03-05 12:07:21 main:581] : INFO : Epoch 1678 | loss: 0.0311446 | val_loss: 0.0311631 | Time: 2664.78 ms [2021-03-05 12:07:24 main:581] : INFO : Epoch 1679 | loss: 0.0311455 | val_loss: 0.031171 | Time: 2663.6 ms [2021-03-05 12:07:27 main:581] : INFO : Epoch 1680 | loss: 0.0311485 | val_loss: 0.0311662 | Time: 2665.61 ms [2021-03-05 12:07:29 main:581] : INFO : Epoch 1681 | loss: 0.0311501 | val_loss: 0.0311658 | Time: 2663.08 ms [2021-03-05 12:07:32 main:581] : INFO : Epoch 1682 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 2663.08 ms [2021-03-05 12:07:35 main:581] : INFO : Epoch 1683 | loss: 0.0311469 | val_loss: 0.0311668 | Time: 2664.63 ms [2021-03-05 12:07:37 main:581] : INFO : Epoch 1684 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 2658.75 ms [2021-03-05 12:07:40 main:581] : INFO : Epoch 1685 | loss: 0.031145 | val_loss: 0.0311644 | Time: 2658.17 ms [2021-03-05 12:07:43 main:581] : INFO : Epoch 1686 | loss: 0.0311446 | val_loss: 0.031166 | Time: 2678.04 ms [2021-03-05 12:07:45 main:581] : INFO : Epoch 1687 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 2675.28 ms [2021-03-05 12:07:48 main:581] : INFO : Epoch 1688 | loss: 0.0311511 | val_loss: 0.0311652 | Time: 2669.89 ms [2021-03-05 12:07:51 main:581] : INFO : Epoch 1689 | loss: 0.0311489 | val_loss: 0.0311683 | Time: 2661.98 ms [2021-03-05 12:07:53 main:581] : INFO : Epoch 1690 | loss: 0.0311459 | val_loss: 0.031164 | Time: 2696.57 ms [2021-03-05 12:07:56 main:581] : INFO : Epoch 1691 | loss: 0.0311466 | val_loss: 0.0311647 | Time: 2666.15 ms [2021-03-05 12:07:59 main:581] : INFO : Epoch 1692 | loss: 0.0311479 | val_loss: 0.0311648 | Time: 2658.5 ms [2021-03-05 12:08:01 main:581] : INFO : Epoch 1693 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 2666.63 ms [2021-03-05 12:08:04 main:581] : INFO : Epoch 1694 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 2656.33 ms [2021-03-05 12:08:07 main:581] : INFO : Epoch 1695 | loss: 0.0311453 | val_loss: 0.0311618 | Time: 2661.26 ms [2021-03-05 12:08:09 main:581] : INFO : Epoch 1696 | loss: 0.0311463 | val_loss: 0.031164 | Time: 2654.9 ms [2021-03-05 12:08:12 main:581] : INFO : Epoch 1697 | loss: 0.0311459 | val_loss: 0.0311692 | Time: 2639.47 ms [2021-03-05 12:08:15 main:581] : INFO : Epoch 1698 | loss: 0.0311463 | val_loss: 0.0311672 | Time: 2658.25 ms [2021-03-05 12:08:17 main:581] : INFO : Epoch 1699 | loss: 0.0311463 | val_loss: 0.0311656 | Time: 2670.29 ms [2021-03-05 12:08:20 main:581] : INFO : Epoch 1700 | loss: 0.031147 | val_loss: 0.0311644 | Time: 2647.93 ms [2021-03-05 12:08:23 main:581] : INFO : Epoch 1701 | loss: 0.0311455 | val_loss: 0.0311636 | Time: 2661.44 ms [2021-03-05 12:08:25 main:581] : INFO : Epoch 1702 | loss: 0.0311452 | val_loss: 0.0311648 | Time: 2664.26 ms [2021-03-05 12:08:28 main:581] : INFO : Epoch 1703 | loss: 0.0311454 | val_loss: 0.0311664 | Time: 2658.05 ms [2021-03-05 12:08:31 main:581] : INFO : Epoch 1704 | loss: 0.0311477 | val_loss: 0.0311668 | Time: 2651.85 ms [2021-03-05 12:08:33 main:581] : INFO : Epoch 1705 | loss: 0.0311526 | val_loss: 0.0311733 | Time: 2656.02 ms [2021-03-05 12:08:36 main:581] : INFO : Epoch 1706 | loss: 0.0311486 | val_loss: 0.0311665 | Time: 2659.7 ms [2021-03-05 12:08:39 main:581] : INFO : Epoch 1707 | loss: 0.0311464 | val_loss: 0.0311647 | Time: 2664.77 ms [2021-03-05 12:08:41 main:581] : INFO : Epoch 1708 | loss: 0.0311457 | val_loss: 0.0311747 | Time: 2642.98 ms [2021-03-05 12:08:44 main:581] : INFO : Epoch 1709 | loss: 0.0311473 | val_loss: 0.0311654 | Time: 2658.67 ms [2021-03-05 12:08:47 main:581] : INFO : Epoch 1710 | loss: 0.0311421 | val_loss: 0.0311679 | Time: 2674.86 ms [2021-03-05 12:08:49 main:581] : INFO : Epoch 1711 | loss: 0.0311448 | val_loss: 0.0311683 | Time: 2660.1 ms [2021-03-05 12:08:52 main:581] : INFO : Epoch 1712 | loss: 0.0311456 | val_loss: 0.0311659 | Time: 2658.91 ms [2021-03-05 12:08:55 main:581] : INFO : Epoch 1713 | loss: 0.0311469 | val_loss: 0.0311637 | Time: 2653.53 ms [2021-03-05 12:08:57 main:581] : INFO : Epoch 1714 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 2665.58 ms [2021-03-05 12:09:00 main:581] : INFO : Epoch 1715 | loss: 0.0311445 | val_loss: 0.0311662 | Time: 2665.53 ms [2021-03-05 12:09:03 main:581] : INFO : Epoch 1716 | loss: 0.0311453 | val_loss: 0.0311665 | Time: 2649.13 ms [2021-03-05 12:09:05 main:581] : INFO : Epoch 1717 | loss: 0.031145 | val_loss: 0.0311711 | Time: 2657.8 ms [2021-03-05 12:09:08 main:581] : INFO : Epoch 1718 | loss: 0.0311476 | val_loss: 0.0311642 | Time: 2674.65 ms [2021-03-05 12:09:11 main:581] : INFO : Epoch 1719 | loss: 0.0311432 | val_loss: 0.0311668 | Time: 2656.34 ms [2021-03-05 12:09:13 main:581] : INFO : Epoch 1720 | loss: 0.031143 | val_loss: 0.0311676 | Time: 2658.57 ms [2021-03-05 12:09:16 main:581] : INFO : Epoch 1721 | loss: 0.0311431 | val_loss: 0.0311676 | Time: 2674.1 ms [2021-03-05 12:09:19 main:581] : INFO : Epoch 1722 | loss: 0.0311456 | val_loss: 0.0311659 | Time: 2646.9 ms [2021-03-05 12:09:21 main:581] : INFO : Epoch 1723 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 2646.46 ms [2021-03-05 12:09:24 main:581] : INFO : Epoch 1724 | loss: 0.0311444 | val_loss: 0.0311684 | Time: 2648.39 ms [2021-03-05 12:09:27 main:581] : INFO : Epoch 1725 | loss: 0.0311497 | val_loss: 0.031176 | Time: 2683.98 ms [2021-03-05 12:09:29 main:581] : INFO : Epoch 1726 | loss: 0.0311487 | val_loss: 0.0311666 | Time: 2653.18 ms [2021-03-05 12:09:32 main:581] : INFO : Epoch 1727 | loss: 0.0311453 | val_loss: 0.0311682 | Time: 2664.95 ms [2021-03-05 12:09:35 main:581] : INFO : Epoch 1728 | loss: 0.0311464 | val_loss: 0.0311649 | Time: 2654.66 ms [2021-03-05 12:09:37 main:581] : INFO : Epoch 1729 | loss: 0.0311429 | val_loss: 0.0311657 | Time: 2664.26 ms [2021-03-05 12:09:40 main:581] : INFO : Epoch 1730 | loss: 0.0311449 | val_loss: 0.0311668 | Time: 2668.83 ms [2021-03-05 12:09:43 main:581] : INFO : Epoch 1731 | loss: 0.0311474 | val_loss: 0.0311627 | Time: 2624.91 ms [2021-03-05 12:09:44 main:581] : INFO : Epoch 1732 | loss: 0.0311457 | val_loss: 0.0311748 | Time: 1315.3 ms [2021-03-05 12:09:45 main:581] : INFO : Epoch 1733 | loss: 0.0311495 | val_loss: 0.0311709 | Time: 1518.51 ms [2021-03-05 12:09:47 main:581] : INFO : Epoch 1734 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 1318.2 ms [2021-03-05 12:09:49 main:581] : INFO : Epoch 1735 | loss: 0.0311417 | val_loss: 0.031171 | Time: 1999.72 ms [2021-03-05 12:09:51 main:581] : INFO : Epoch 1736 | loss: 0.0311411 | val_loss: 0.0311672 | Time: 2652.49 ms [2021-03-05 12:09:54 main:581] : INFO : Epoch 1737 | loss: 0.0311429 | val_loss: 0.0311689 | Time: 2659.2 ms [2021-03-05 12:09:57 main:581] : INFO : Epoch 1738 | loss: 0.0311441 | val_loss: 0.0311692 | Time: 2649.62 ms [2021-03-05 12:09:59 main:581] : INFO : Epoch 1739 | loss: 0.031141 | val_loss: 0.031165 | Time: 2674.64 ms [2021-03-05 12:10:02 main:581] : INFO : Epoch 1740 | loss: 0.0311416 | val_loss: 0.031173 | Time: 2661.67 ms [2021-03-05 12:10:05 main:581] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311713 | Time: 2662.44 ms [2021-03-05 12:10:07 main:581] : INFO : Epoch 1742 | loss: 0.0311483 | val_loss: 0.0311735 | Time: 2676.97 ms [2021-03-05 12:10:10 main:581] : INFO : Epoch 1743 | loss: 0.03115 | val_loss: 0.0311644 | Time: 2668.36 ms [2021-03-05 12:10:13 main:581] : INFO : Epoch 1744 | loss: 0.0311472 | val_loss: 0.0311767 | Time: 2666.95 ms [2021-03-05 12:10:15 main:581] : INFO : Epoch 1745 | loss: 0.0311458 | val_loss: 0.0311666 | Time: 2661.33 ms [2021-03-05 12:10:18 main:581] : INFO : Epoch 1746 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 2666.22 ms [2021-03-05 12:10:21 main:581] : INFO : Epoch 1747 | loss: 0.0311476 | val_loss: 0.0311653 | Time: 2667.53 ms [2021-03-05 12:10:23 main:581] : INFO : Epoch 1748 | loss: 0.0311474 | val_loss: 0.0311624 | Time: 2677.95 ms [2021-03-05 12:10:26 main:581] : INFO : Epoch 1749 | loss: 0.0311473 | val_loss: 0.0311672 | Time: 2687.84 ms [2021-03-05 12:10:29 main:581] : INFO : Epoch 1750 | loss: 0.0311435 | val_loss: 0.0311643 | Time: 2651.65 ms [2021-03-05 12:10:31 main:581] : INFO : Epoch 1751 | loss: 0.0311456 | val_loss: 0.0311673 | Time: 2659.75 ms [2021-03-05 12:10:34 main:581] : INFO : Epoch 1752 | loss: 0.0311438 | val_loss: 0.031165 | Time: 2674.84 ms [2021-03-05 12:10:37 main:581] : INFO : Epoch 1753 | loss: 0.0311432 | val_loss: 0.0311695 | Time: 2670.86 ms [2021-03-05 12:10:39 main:581] : INFO : Epoch 1754 | loss: 0.0311433 | val_loss: 0.0311647 | Time: 2654.25 ms [2021-03-05 12:10:42 main:581] : INFO : Epoch 1755 | loss: 0.0311446 | val_loss: 0.0311691 | Time: 2655.78 ms [2021-03-05 12:10:45 main:581] : INFO : Epoch 1756 | loss: 0.0311459 | val_loss: 0.0311663 | Time: 2655.93 ms [2021-03-05 12:10:47 main:581] : INFO : Epoch 1757 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 2656.2 ms [2021-03-05 12:10:50 main:581] : INFO : Epoch 1758 | loss: 0.0311443 | val_loss: 0.0311685 | Time: 2668.08 ms [2021-03-05 12:10:53 main:581] : INFO : Epoch 1759 | loss: 0.0311441 | val_loss: 0.031167 | Time: 2669.92 ms [2021-03-05 12:10:55 main:581] : INFO : Epoch 1760 | loss: 0.0311417 | val_loss: 0.0311692 | Time: 2671.48 ms [2021-03-05 12:10:58 main:581] : INFO : Epoch 1761 | loss: 0.0311417 | val_loss: 0.0311681 | Time: 2661.57 ms [2021-03-05 12:11:01 main:581] : INFO : Epoch 1762 | loss: 0.0311433 | val_loss: 0.0311625 | Time: 2688.77 ms [2021-03-05 12:11:03 main:581] : INFO : Epoch 1763 | loss: 0.0311416 | val_loss: 0.0311655 | Time: 2662.47 ms [2021-03-05 12:11:06 main:581] : INFO : Epoch 1764 | loss: 0.0311422 | val_loss: 0.0311663 | Time: 2648.93 ms [2021-03-05 12:11:09 main:581] : INFO : Epoch 1765 | loss: 0.0311421 | val_loss: 0.0311648 | Time: 2665.1 ms [2021-03-05 12:11:11 main:581] : INFO : Epoch 1766 | loss: 0.0311418 | val_loss: 0.0311656 | Time: 2668.57 ms [2021-03-05 12:11:14 main:581] : INFO : Epoch 1767 | loss: 0.0311466 | val_loss: 0.0311732 | Time: 2652.71 ms [2021-03-05 12:11:17 main:581] : INFO : Epoch 1768 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 2673.09 ms [2021-03-05 12:11:19 main:581] : INFO : Epoch 1769 | loss: 0.0311429 | val_loss: 0.0311718 | Time: 2664.06 ms [2021-03-05 12:11:22 main:581] : INFO : Epoch 1770 | loss: 0.0311434 | val_loss: 0.031164 | Time: 2654.41 ms [2021-03-05 12:11:25 main:581] : INFO : Epoch 1771 | loss: 0.0311394 | val_loss: 0.0311654 | Time: 2670.82 ms [2021-03-05 12:11:27 main:581] : INFO : Epoch 1772 | loss: 0.0311398 | val_loss: 0.0311622 | Time: 2655.24 ms [2021-03-05 12:11:30 main:581] : INFO : Epoch 1773 | loss: 0.0311435 | val_loss: 0.0311634 | Time: 2665.32 ms [2021-03-05 12:11:33 main:581] : INFO : Epoch 1774 | loss: 0.0311444 | val_loss: 0.0311774 | Time: 2640.86 ms [2021-03-05 12:11:35 main:581] : INFO : Epoch 1775 | loss: 0.0311446 | val_loss: 0.0311673 | Time: 2659.9 ms [2021-03-05 12:11:38 main:581] : INFO : Epoch 1776 | loss: 0.0311462 | val_loss: 0.031168 | Time: 2659.07 ms [2021-03-05 12:11:41 main:581] : INFO : Epoch 1777 | loss: 0.0311508 | val_loss: 0.0311777 | Time: 2654.07 ms [2021-03-05 12:11:43 main:581] : INFO : Epoch 1778 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 2677.92 ms [2021-03-05 12:11:46 main:581] : INFO : Epoch 1779 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 2660.8 ms [2021-03-05 12:11:49 main:581] : INFO : Epoch 1780 | loss: 0.0311429 | val_loss: 0.0311661 | Time: 2662.56 ms [2021-03-05 12:11:51 main:581] : INFO : Epoch 1781 | loss: 0.0311423 | val_loss: 0.031165 | Time: 2672.45 ms [2021-03-05 12:11:54 main:581] : INFO : Epoch 1782 | loss: 0.0311401 | val_loss: 0.031166 | Time: 2667.67 ms [2021-03-05 12:11:57 main:581] : INFO : Epoch 1783 | loss: 0.0311413 | val_loss: 0.0311647 | Time: 2642.34 ms [2021-03-05 12:11:59 main:581] : INFO : Epoch 1784 | loss: 0.0311401 | val_loss: 0.0311649 | Time: 2674.27 ms [2021-03-05 12:12:02 main:581] : INFO : Epoch 1785 | loss: 0.0311406 | val_loss: 0.0311638 | Time: 2665.44 ms [2021-03-05 12:12:05 main:581] : INFO : Epoch 1786 | loss: 0.0311404 | val_loss: 0.0311769 | Time: 2667.81 ms [2021-03-05 12:12:07 main:581] : INFO : Epoch 1787 | loss: 0.0311453 | val_loss: 0.0311647 | Time: 2669.01 ms [2021-03-05 12:12:10 main:581] : INFO : Epoch 1788 | loss: 0.0311399 | val_loss: 0.0311645 | Time: 2645.57 ms [2021-03-05 12:12:13 main:581] : INFO : Epoch 1789 | loss: 0.0311387 | val_loss: 0.0311659 | Time: 2670.08 ms [2021-03-05 12:12:15 main:581] : INFO : Epoch 1790 | loss: 0.0311391 | val_loss: 0.0311637 | Time: 2650.13 ms [2021-03-05 12:12:18 main:581] : INFO : Epoch 1791 | loss: 0.0311389 | val_loss: 0.0311644 | Time: 2679.86 ms [2021-03-05 12:12:21 main:581] : INFO : Epoch 1792 | loss: 0.0311383 | val_loss: 0.0311645 | Time: 2667.53 ms [2021-03-05 12:12:23 main:581] : INFO : Epoch 1793 | loss: 0.0311411 | val_loss: 0.0311642 | Time: 2662.61 ms [2021-03-05 12:12:26 main:581] : INFO : Epoch 1794 | loss: 0.0311413 | val_loss: 0.0311661 | Time: 2665.3 ms [2021-03-05 12:12:29 main:581] : INFO : Epoch 1795 | loss: 0.0311384 | val_loss: 0.0311676 | Time: 2669.46 ms [2021-03-05 12:12:31 main:581] : INFO : Epoch 1796 | loss: 0.031136 | val_loss: 0.0311687 | Time: 2643.91 ms [2021-03-05 12:12:34 main:581] : INFO : Epoch 1797 | loss: 0.0311373 | val_loss: 0.0311699 | Time: 2667.18 ms [2021-03-05 12:12:37 main:581] : INFO : Epoch 1798 | loss: 0.0311437 | val_loss: 0.0311706 | Time: 2667.41 ms [2021-03-05 12:12:39 main:581] : INFO : Epoch 1799 | loss: 0.0311486 | val_loss: 0.0311703 | Time: 2662.37 ms [2021-03-05 12:12:42 main:581] : INFO : Epoch 1800 | loss: 0.0311505 | val_loss: 0.0311844 | Time: 2649.24 ms [2021-03-05 12:12:44 main:581] : INFO : Epoch 1801 | loss: 0.0311413 | val_loss: 0.0311684 | Time: 2660.26 ms [2021-03-05 12:12:47 main:581] : INFO : Epoch 1802 | loss: 0.0311414 | val_loss: 0.0311652 | Time: 2665.15 ms [2021-03-05 12:12:50 main:581] : INFO : Epoch 1803 | loss: 0.0311489 | val_loss: 0.0311628 | Time: 2675.78 ms [2021-03-05 12:12:52 main:581] : INFO : Epoch 1804 | loss: 0.0311477 | val_loss: 0.0311751 | Time: 2656 ms [2021-03-05 12:12:55 main:581] : INFO : Epoch 1805 | loss: 0.0311503 | val_loss: 0.0311652 | Time: 2658.44 ms [2021-03-05 12:12:58 main:581] : INFO : Epoch 1806 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 2680.38 ms [2021-03-05 12:13:01 main:581] : INFO : Epoch 1807 | loss: 0.0311466 | val_loss: 0.0311632 | Time: 2673.86 ms [2021-03-05 12:13:03 main:581] : INFO : Epoch 1808 | loss: 0.0311421 | val_loss: 0.0311616 | Time: 2671.74 ms [2021-03-05 12:13:06 main:581] : INFO : Epoch 1809 | loss: 0.0311399 | val_loss: 0.0311612 | Time: 2666.17 ms [2021-03-05 12:13:09 main:581] : INFO : Epoch 1810 | loss: 0.0311397 | val_loss: 0.0311699 | Time: 2661.67 ms [2021-03-05 12:13:11 main:581] : INFO : Epoch 1811 | loss: 0.0311412 | val_loss: 0.0311635 | Time: 2660.69 ms [2021-03-05 12:13:14 main:581] : INFO : Epoch 1812 | loss: 0.0311392 | val_loss: 0.0311649 | Time: 2661.88 ms [2021-03-05 12:13:16 main:581] : INFO : Epoch 1813 | loss: 0.0311389 | val_loss: 0.0311646 | Time: 2657.93 ms [2021-03-05 12:13:19 main:581] : INFO : Epoch 1814 | loss: 0.0311378 | val_loss: 0.0311671 | Time: 2654.24 ms [2021-03-05 12:13:22 main:581] : INFO : Epoch 1815 | loss: 0.0311393 | val_loss: 0.0311656 | Time: 2665.56 ms [2021-03-05 12:13:24 main:581] : INFO : Epoch 1816 | loss: 0.0311405 | val_loss: 0.0311666 | Time: 2663.8 ms [2021-03-05 12:13:27 main:581] : INFO : Epoch 1817 | loss: 0.0311471 | val_loss: 0.0311707 | Time: 2668.21 ms [2021-03-05 12:13:30 main:581] : INFO : Epoch 1818 | loss: 0.0311428 | val_loss: 0.0311809 | Time: 2659.6 ms [2021-03-05 12:13:32 main:581] : INFO : Epoch 1819 | loss: 0.0311478 | val_loss: 0.0311648 | Time: 2653.09 ms [2021-03-05 12:13:35 main:581] : INFO : Epoch 1820 | loss: 0.0311402 | val_loss: 0.0311728 | Time: 2656.49 ms [2021-03-05 12:13:38 main:581] : INFO : Epoch 1821 | loss: 0.0311375 | val_loss: 0.0311651 | Time: 2674.47 ms [2021-03-05 12:13:40 main:581] : INFO : Epoch 1822 | loss: 0.0311357 | val_loss: 0.0311667 | Time: 2667.24 ms [2021-03-05 12:13:43 main:581] : INFO : Epoch 1823 | loss: 0.0311376 | val_loss: 0.0311657 | Time: 2669.75 ms [2021-03-05 12:13:46 main:581] : INFO : Epoch 1824 | loss: 0.0311378 | val_loss: 0.0311653 | Time: 2666.89 ms [2021-03-05 12:13:48 main:581] : INFO : Epoch 1825 | loss: 0.0311393 | val_loss: 0.0311736 | Time: 2658.19 ms [2021-03-05 12:13:51 main:581] : INFO : Epoch 1826 | loss: 0.0311406 | val_loss: 0.0311679 | Time: 2659.04 ms [2021-03-05 12:13:54 main:581] : INFO : Epoch 1827 | loss: 0.0311443 | val_loss: 0.0311663 | Time: 2665.51 ms [2021-03-05 12:13:56 main:581] : INFO : Epoch 1828 | loss: 0.0311401 | val_loss: 0.0311646 | Time: 2661.11 ms [2021-03-05 12:13:59 main:581] : INFO : Epoch 1829 | loss: 0.0311442 | val_loss: 0.0311654 | Time: 2666.03 ms [2021-03-05 12:14:02 main:581] : INFO : Epoch 1830 | loss: 0.0311429 | val_loss: 0.0311653 | Time: 2662.3 ms [2021-03-05 12:14:04 main:581] : INFO : Epoch 1831 | loss: 0.0311417 | val_loss: 0.0311729 | Time: 2679.25 ms [2021-03-05 12:14:07 main:581] : INFO : Epoch 1832 | loss: 0.0311484 | val_loss: 0.0311779 | Time: 2670.78 ms [2021-03-05 12:14:10 main:581] : INFO : Epoch 1833 | loss: 0.0311405 | val_loss: 0.0311646 | Time: 2660.85 ms [2021-03-05 12:14:12 main:581] : INFO : Epoch 1834 | loss: 0.0311368 | val_loss: 0.0311748 | Time: 2648.09 ms [2021-03-05 12:14:15 main:581] : INFO : Epoch 1835 | loss: 0.0311387 | val_loss: 0.0311674 | Time: 2662.21 ms [2021-03-05 12:14:18 main:581] : INFO : Epoch 1836 | loss: 0.0311373 | val_loss: 0.0311739 | Time: 2658.99 ms [2021-03-05 12:14:20 main:581] : INFO : Epoch 1837 | loss: 0.0311425 | val_loss: 0.0311671 | Time: 2657.66 ms [2021-03-05 12:14:23 main:581] : INFO : Epoch 1838 | loss: 0.0311367 | val_loss: 0.0311665 | Time: 2668.23 ms [2021-03-05 12:14:26 main:581] : INFO : Epoch 1839 | loss: 0.0311369 | val_loss: 0.0311697 | Time: 2662.76 ms [2021-03-05 12:14:28 main:581] : INFO : Epoch 1840 | loss: 0.0311416 | val_loss: 0.0311652 | Time: 2666.93 ms [2021-03-05 12:14:31 main:581] : INFO : Epoch 1841 | loss: 0.0311376 | val_loss: 0.0311656 | Time: 2672.88 ms [2021-03-05 12:14:34 main:581] : INFO : Epoch 1842 | loss: 0.0311407 | val_loss: 0.0311642 | Time: 2654.48 ms [2021-03-05 12:14:36 main:581] : INFO : Epoch 1843 | loss: 0.0311379 | val_loss: 0.0311664 | Time: 2657.89 ms [2021-03-05 12:14:39 main:581] : INFO : Epoch 1844 | loss: 0.0311369 | val_loss: 0.0311653 | Time: 2667.64 ms [2021-03-05 12:14:42 main:581] : INFO : Epoch 1845 | loss: 0.0311359 | val_loss: 0.0311753 | Time: 2679.12 ms [2021-03-05 12:14:44 main:581] : INFO : Epoch 1846 | loss: 0.0311397 | val_loss: 0.0311656 | Time: 2676.7 ms [2021-03-05 12:14:47 main:581] : INFO : Epoch 1847 | loss: 0.0311416 | val_loss: 0.031175 | Time: 2671.92 ms [2021-03-05 12:14:50 main:581] : INFO : Epoch 1848 | loss: 0.0311398 | val_loss: 0.0311651 | Time: 2650.88 ms [2021-03-05 12:14:52 main:581] : INFO : Epoch 1849 | loss: 0.0311398 | val_loss: 0.0311694 | Time: 2666.52 ms [2021-03-05 12:14:55 main:581] : INFO : Epoch 1850 | loss: 0.0311365 | val_loss: 0.0311653 | Time: 2678.33 ms [2021-03-05 12:14:58 main:581] : INFO : Epoch 1851 | loss: 0.031136 | val_loss: 0.031169 | Time: 2670.32 ms [2021-03-05 12:15:00 main:581] : INFO : Epoch 1852 | loss: 0.0311335 | val_loss: 0.0311709 | Time: 2660.67 ms [2021-03-05 12:15:03 main:581] : INFO : Epoch 1853 | loss: 0.0311347 | val_loss: 0.0311654 | Time: 2656.78 ms [2021-03-05 12:15:06 main:581] : INFO : Epoch 1854 | loss: 0.0311338 | val_loss: 0.0311662 | Time: 2654.5 ms [2021-03-05 12:15:08 main:581] : INFO : Epoch 1855 | loss: 0.0311359 | val_loss: 0.0311747 | Time: 2666.69 ms [2021-03-05 12:15:11 main:581] : INFO : Epoch 1856 | loss: 0.0311387 | val_loss: 0.0311715 | Time: 2646.64 ms [2021-03-05 12:15:14 main:581] : INFO : Epoch 1857 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 2665.05 ms [2021-03-05 12:15:16 main:581] : INFO : Epoch 1858 | loss: 0.0311368 | val_loss: 0.0311679 | Time: 2672.15 ms [2021-03-05 12:15:19 main:581] : INFO : Epoch 1859 | loss: 0.0311379 | val_loss: 0.0311628 | Time: 2647.99 ms [2021-03-05 12:15:22 main:581] : INFO : Epoch 1860 | loss: 0.0311358 | val_loss: 0.0311667 | Time: 2677.2 ms [2021-03-05 12:15:24 main:581] : INFO : Epoch 1861 | loss: 0.0311347 | val_loss: 0.0311673 | Time: 2670.53 ms [2021-03-05 12:15:27 main:581] : INFO : Epoch 1862 | loss: 0.0311368 | val_loss: 0.0311618 | Time: 2676.61 ms [2021-03-05 12:15:30 main:581] : INFO : Epoch 1863 | loss: 0.0311375 | val_loss: 0.0311706 | Time: 2669.2 ms [2021-03-05 12:15:32 main:581] : INFO : Epoch 1864 | loss: 0.031137 | val_loss: 0.031167 | Time: 2653.1 ms [2021-03-05 12:15:35 main:581] : INFO : Epoch 1865 | loss: 0.0311332 | val_loss: 0.0311634 | Time: 2661.15 ms [2021-03-05 12:15:38 main:581] : INFO : Epoch 1866 | loss: 0.0311356 | val_loss: 0.0311651 | Time: 2654.57 ms [2021-03-05 12:15:40 main:581] : INFO : Epoch 1867 | loss: 0.0311355 | val_loss: 0.0311638 | Time: 2664.38 ms [2021-03-05 12:15:43 main:581] : INFO : Epoch 1868 | loss: 0.0311385 | val_loss: 0.0311673 | Time: 2634.76 ms [2021-03-05 12:15:46 main:581] : INFO : Epoch 1869 | loss: 0.0311346 | val_loss: 0.031175 | Time: 2668.76 ms [2021-03-05 12:15:48 main:581] : INFO : Epoch 1870 | loss: 0.0311352 | val_loss: 0.031167 | Time: 2642.26 ms [2021-03-05 12:15:51 main:581] : INFO : Epoch 1871 | loss: 0.031133 | val_loss: 0.0311673 | Time: 2646.77 ms [2021-03-05 12:15:54 main:581] : INFO : Epoch 1872 | loss: 0.0311351 | val_loss: 0.0311639 | Time: 2661.08 ms [2021-03-05 12:15:56 main:581] : INFO : Epoch 1873 | loss: 0.031132 | val_loss: 0.0311652 | Time: 2666.34 ms [2021-03-05 12:15:59 main:581] : INFO : Epoch 1874 | loss: 0.0311314 | val_loss: 0.0311634 | Time: 2673.44 ms [2021-03-05 12:16:02 main:581] : INFO : Epoch 1875 | loss: 0.0311322 | val_loss: 0.0311658 | Time: 2659.9 ms [2021-03-05 12:16:04 main:581] : INFO : Epoch 1876 | loss: 0.0311349 | val_loss: 0.0311794 | Time: 2674.31 ms [2021-03-05 12:16:07 main:581] : INFO : Epoch 1877 | loss: 0.0311455 | val_loss: 0.0311685 | Time: 2657.5 ms [2021-03-05 12:16:10 main:581] : INFO : Epoch 1878 | loss: 0.0311436 | val_loss: 0.0311638 | Time: 2675.92 ms [2021-03-05 12:16:12 main:581] : INFO : Epoch 1879 | loss: 0.0311391 | val_loss: 0.0311653 | Time: 2663.88 ms [2021-03-05 12:16:15 main:581] : INFO : Epoch 1880 | loss: 0.0311372 | val_loss: 0.0311652 | Time: 2645.56 ms [2021-03-05 12:16:18 main:581] : INFO : Epoch 1881 | loss: 0.0311353 | val_loss: 0.0311642 | Time: 2662.27 ms [2021-03-05 12:16:20 main:581] : INFO : Epoch 1882 | loss: 0.0311363 | val_loss: 0.0311651 | Time: 2634.79 ms [2021-03-05 12:16:23 main:581] : INFO : Epoch 1883 | loss: 0.0311341 | val_loss: 0.0311652 | Time: 2652.23 ms [2021-03-05 12:16:26 main:581] : INFO : Epoch 1884 | loss: 0.0311324 | val_loss: 0.0311633 | Time: 2671.28 ms [2021-03-05 12:16:28 main:581] : INFO : Epoch 1885 | loss: 0.0311351 | val_loss: 0.0311678 | Time: 2662.81 ms [2021-03-05 12:16:31 main:581] : INFO : Epoch 1886 | loss: 0.0311363 | val_loss: 0.0311672 | Time: 2666.47 ms [2021-03-05 12:16:34 main:581] : INFO : Epoch 1887 | loss: 0.0311342 | val_loss: 0.0311672 | Time: 2651.39 ms [2021-03-05 12:16:36 main:581] : INFO : Epoch 1888 | loss: 0.0311356 | val_loss: 0.0311685 | Time: 2661.35 ms [2021-03-05 12:16:39 main:581] : INFO : Epoch 1889 | loss: 0.0311358 | val_loss: 0.0311721 | Time: 2648.57 ms [2021-03-05 12:16:42 main:581] : INFO : Epoch 1890 | loss: 0.0311427 | val_loss: 0.0311868 | Time: 2662.26 ms [2021-03-05 12:16:44 main:581] : INFO : Epoch 1891 | loss: 0.0311461 | val_loss: 0.031166 | Time: 2667.11 ms [2021-03-05 12:16:47 main:581] : INFO : Epoch 1892 | loss: 0.0311388 | val_loss: 0.0311666 | Time: 2644.14 ms [2021-03-05 12:16:50 main:581] : INFO : Epoch 1893 | loss: 0.0311341 | val_loss: 0.0311679 | Time: 2672.65 ms [2021-03-05 12:16:52 main:581] : INFO : Epoch 1894 | loss: 0.0311348 | val_loss: 0.0311615 | Time: 2666.62 ms [2021-03-05 12:16:55 main:581] : INFO : Epoch 1895 | loss: 0.031135 | val_loss: 0.0311666 | Time: 2657.31 ms [2021-03-05 12:16:57 main:581] : INFO : Epoch 1896 | loss: 0.0311359 | val_loss: 0.0311653 | Time: 2648.81 ms [2021-03-05 12:17:00 main:581] : INFO : Epoch 1897 | loss: 0.031137 | val_loss: 0.0311661 | Time: 2675.02 ms [2021-03-05 12:17:03 main:581] : INFO : Epoch 1898 | loss: 0.0311346 | val_loss: 0.0311658 | Time: 2658.8 ms [2021-03-05 12:17:05 main:581] : INFO : Epoch 1899 | loss: 0.0311349 | val_loss: 0.0311658 | Time: 2666.71 ms [2021-03-05 12:17:08 main:581] : INFO : Epoch 1900 | loss: 0.0311326 | val_loss: 0.0311645 | Time: 2650.2 ms [2021-03-05 12:17:11 main:581] : INFO : Epoch 1901 | loss: 0.0311358 | val_loss: 0.0311654 | Time: 2647.92 ms [2021-03-05 12:17:13 main:581] : INFO : Epoch 1902 | loss: 0.0311339 | val_loss: 0.0311713 | Time: 2679.14 ms [2021-03-05 12:17:16 main:581] : INFO : Epoch 1903 | loss: 0.0311322 | val_loss: 0.0311635 | Time: 2660.45 ms [2021-03-05 12:17:19 main:581] : INFO : Epoch 1904 | loss: 0.0311334 | val_loss: 0.0311737 | Time: 2649.06 ms [2021-03-05 12:17:21 main:581] : INFO : Epoch 1905 | loss: 0.0311376 | val_loss: 0.0311668 | Time: 2664.56 ms [2021-03-05 12:17:24 main:581] : INFO : Epoch 1906 | loss: 0.0311381 | val_loss: 0.0311679 | Time: 2671.35 ms [2021-03-05 12:17:27 main:581] : INFO : Epoch 1907 | loss: 0.0311389 | val_loss: 0.0311628 | Time: 2663.09 ms [2021-03-05 12:17:29 main:581] : INFO : Epoch 1908 | loss: 0.0311379 | val_loss: 0.0311628 | Time: 2655.45 ms [2021-03-05 12:17:32 main:581] : INFO : Epoch 1909 | loss: 0.0311337 | val_loss: 0.0311749 | Time: 2652.22 ms [2021-03-05 12:17:35 main:581] : INFO : Epoch 1910 | loss: 0.0311344 | val_loss: 0.0311659 | Time: 2678.21 ms [2021-03-05 12:17:37 main:581] : INFO : Epoch 1911 | loss: 0.0311316 | val_loss: 0.0311708 | Time: 2671.14 ms [2021-03-05 12:17:40 main:581] : INFO : Epoch 1912 | loss: 0.0311308 | val_loss: 0.0311699 | Time: 2658.13 ms [2021-03-05 12:17:43 main:581] : INFO : Epoch 1913 | loss: 0.0311314 | val_loss: 0.0311659 | Time: 2669.69 ms [2021-03-05 12:17:45 main:581] : INFO : Epoch 1914 | loss: 0.0311325 | val_loss: 0.0311657 | Time: 2667.29 ms [2021-03-05 12:17:48 main:581] : INFO : Epoch 1915 | loss: 0.0311331 | val_loss: 0.0311696 | Time: 2664.28 ms [2021-03-05 12:17:51 main:581] : INFO : Epoch 1916 | loss: 0.0311332 | val_loss: 0.0311642 | Time: 2659.74 ms [2021-03-05 12:17:53 main:581] : INFO : Epoch 1917 | loss: 0.0311394 | val_loss: 0.031165 | Time: 2670 ms [2021-03-05 12:17:56 main:581] : INFO : Epoch 1918 | loss: 0.0311355 | val_loss: 0.0311653 | Time: 2660.61 ms [2021-03-05 12:17:59 main:581] : INFO : Epoch 1919 | loss: 0.0311331 | val_loss: 0.0311638 | Time: 2676.11 ms [2021-03-05 12:18:01 main:581] : INFO : Epoch 1920 | loss: 0.0311336 | val_loss: 0.0311661 | Time: 2658.74 ms [2021-03-05 12:18:04 main:581] : INFO : Epoch 1921 | loss: 0.0311347 | val_loss: 0.0311642 | Time: 2671.02 ms [2021-03-05 12:18:07 main:581] : INFO : Epoch 1922 | loss: 0.0311335 | val_loss: 0.0311611 | Time: 2670.93 ms [2021-03-05 12:18:09 main:581] : INFO : Epoch 1923 | loss: 0.0311305 | val_loss: 0.0311628 | Time: 2661.85 ms [2021-03-05 12:18:12 main:581] : INFO : Epoch 1924 | loss: 0.031133 | val_loss: 0.0311784 | Time: 2690.62 ms [2021-03-05 12:18:15 main:581] : INFO : Epoch 1925 | loss: 0.0311498 | val_loss: 0.0311719 | Time: 2669.39 ms [2021-03-05 12:18:17 main:581] : INFO : Epoch 1926 | loss: 0.0311425 | val_loss: 0.0311606 | Time: 2659.05 ms [2021-03-05 12:18:20 main:581] : INFO : Epoch 1927 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 2664.95 ms [2021-03-05 12:18:23 main:581] : INFO : Epoch 1928 | loss: 0.031136 | val_loss: 0.0311626 | Time: 2681.7 ms [2021-03-05 12:18:25 main:581] : INFO : Epoch 1929 | loss: 0.0311336 | val_loss: 0.0311613 | Time: 2671.77 ms [2021-03-05 12:18:28 main:581] : INFO : Epoch 1930 | loss: 0.031141 | val_loss: 0.0311649 | Time: 2654.03 ms [2021-03-05 12:18:31 main:581] : INFO : Epoch 1931 | loss: 0.0311441 | val_loss: 0.0311629 | Time: 2650.65 ms [2021-03-05 12:18:33 main:581] : INFO : Epoch 1932 | loss: 0.0311432 | val_loss: 0.0311616 | Time: 2672.44 ms [2021-03-05 12:18:36 main:581] : INFO : Epoch 1933 | loss: 0.0311387 | val_loss: 0.0311591 | Time: 2679.83 ms [2021-03-05 12:18:39 main:581] : INFO : Epoch 1934 | loss: 0.0311365 | val_loss: 0.0311611 | Time: 2669.77 ms [2021-03-05 12:18:41 main:581] : INFO : Epoch 1935 | loss: 0.0311388 | val_loss: 0.0311621 | Time: 2663.05 ms [2021-03-05 12:18:44 main:581] : INFO : Epoch 1936 | loss: 0.031134 | val_loss: 0.0311641 | Time: 2677.51 ms [2021-03-05 12:18:47 main:581] : INFO : Epoch 1937 | loss: 0.0311333 | val_loss: 0.0311645 | Time: 2667.06 ms [2021-03-05 12:18:49 main:581] : INFO : Epoch 1938 | loss: 0.0311357 | val_loss: 0.031174 | Time: 2653.22 ms [2021-03-05 12:18:52 main:581] : INFO : Epoch 1939 | loss: 0.0311358 | val_loss: 0.0311622 | Time: 2659.54 ms [2021-03-05 12:18:55 main:581] : INFO : Epoch 1940 | loss: 0.0311326 | val_loss: 0.0311658 | Time: 2687.86 ms [2021-03-05 12:18:57 main:581] : INFO : Epoch 1941 | loss: 0.0311298 | val_loss: 0.0311646 | Time: 2660.06 ms [2021-03-05 12:19:00 main:581] : INFO : Epoch 1942 | loss: 0.0311308 | val_loss: 0.0311625 | Time: 2653.59 ms [2021-03-05 12:19:03 main:581] : INFO : Epoch 1943 | loss: 0.0311328 | val_loss: 0.0311673 | Time: 2673.86 ms [2021-03-05 12:19:05 main:581] : INFO : Epoch 1944 | loss: 0.0311351 | val_loss: 0.0311749 | Time: 2669.58 ms [2021-03-05 12:19:08 main:581] : INFO : Epoch 1945 | loss: 0.0311402 | val_loss: 0.0311718 | Time: 2674.26 ms [2021-03-05 12:19:11 main:581] : INFO : Epoch 1946 | loss: 0.0311332 | val_loss: 0.0311621 | Time: 2660.64 ms [2021-03-05 12:19:13 main:581] : INFO : Epoch 1947 | loss: 0.0311326 | val_loss: 0.0311745 | Time: 2667.5 ms [2021-03-05 12:19:16 main:581] : INFO : Epoch 1948 | loss: 0.031132 | val_loss: 0.0311801 | Time: 2680.08 ms [2021-03-05 12:19:19 main:581] : INFO : Epoch 1949 | loss: 0.031133 | val_loss: 0.0311644 | Time: 2670.86 ms [2021-03-05 12:19:21 main:581] : INFO : Epoch 1950 | loss: 0.0311323 | val_loss: 0.031167 | Time: 2670.44 ms [2021-03-05 12:19:24 main:581] : INFO : Epoch 1951 | loss: 0.0311349 | val_loss: 0.0311606 | Time: 2666.34 ms [2021-03-05 12:19:27 main:581] : INFO : Epoch 1952 | loss: 0.0311351 | val_loss: 0.0311672 | Time: 2664.25 ms [2021-03-05 12:19:29 main:581] : INFO : Epoch 1953 | loss: 0.0311341 | val_loss: 0.0311677 | Time: 2649.28 ms [2021-03-05 12:19:32 main:581] : INFO : Epoch 1954 | loss: 0.0311335 | val_loss: 0.0311631 | Time: 2673.46 ms [2021-03-05 12:19:35 main:581] : INFO : Epoch 1955 | loss: 0.0311326 | val_loss: 0.0311601 | Time: 2668 ms [2021-03-05 12:19:37 main:581] : INFO : Epoch 1956 | loss: 0.03113 | val_loss: 0.0311789 | Time: 2666.75 ms [2021-03-05 12:19:40 main:581] : INFO : Epoch 1957 | loss: 0.0311387 | val_loss: 0.0311756 | Time: 2655.35 ms [2021-03-05 12:19:43 main:581] : INFO : Epoch 1958 | loss: 0.031135 | val_loss: 0.0311618 | Time: 2655.83 ms [2021-03-05 12:19:45 main:581] : INFO : Epoch 1959 | loss: 0.0311286 | val_loss: 0.0311644 | Time: 2656.46 ms [2021-03-05 12:19:48 main:581] : INFO : Epoch 1960 | loss: 0.0311297 | val_loss: 0.0311621 | Time: 2667.05 ms [2021-03-05 12:19:51 main:581] : INFO : Epoch 1961 | loss: 0.0311302 | val_loss: 0.0311634 | Time: 2677.91 ms [2021-03-05 12:19:53 main:581] : INFO : Epoch 1962 | loss: 0.0311305 | val_loss: 0.0311752 | Time: 2666.17 ms [2021-03-05 12:19:56 main:581] : INFO : Epoch 1963 | loss: 0.0311317 | val_loss: 0.0311673 | Time: 2661.66 ms [2021-03-05 12:19:59 main:581] : INFO : Epoch 1964 | loss: 0.0311305 | val_loss: 0.0311657 | Time: 2661.03 ms [2021-03-05 12:20:01 main:581] : INFO : Epoch 1965 | loss: 0.0311398 | val_loss: 0.0311646 | Time: 2673.54 ms [2021-03-05 12:20:04 main:581] : INFO : Epoch 1966 | loss: 0.0311387 | val_loss: 0.0311602 | Time: 2679.74 ms [2021-03-05 12:20:07 main:581] : INFO : Epoch 1967 | loss: 0.0311341 | val_loss: 0.0311634 | Time: 2655.71 ms [2021-03-05 12:20:09 main:581] : INFO : Epoch 1968 | loss: 0.0311349 | val_loss: 0.0311612 | Time: 2676.66 ms [2021-03-05 12:20:12 main:581] : INFO : Epoch 1969 | loss: 0.0311363 | val_loss: 0.0311732 | Time: 2653.4 ms [2021-03-05 12:20:15 main:581] : INFO : Epoch 1970 | loss: 0.031135 | val_loss: 0.031163 | Time: 2653.69 ms [2021-03-05 12:20:17 main:581] : INFO : Epoch 1971 | loss: 0.0311319 | val_loss: 0.0311611 | Time: 2672.11 ms [2021-03-05 12:20:20 main:581] : INFO : Epoch 1972 | loss: 0.0311292 | val_loss: 0.0311633 | Time: 2680.64 ms [2021-03-05 12:20:23 main:581] : INFO : Epoch 1973 | loss: 0.0311302 | val_loss: 0.0311693 | Time: 2667.75 ms [2021-03-05 12:20:25 main:581] : INFO : Epoch 1974 | loss: 0.0311331 | val_loss: 0.0311853 | Time: 2662.59 ms [2021-03-05 12:20:28 main:581] : INFO : Epoch 1975 | loss: 0.0311347 | val_loss: 0.0311668 | Time: 2662.47 ms [2021-03-05 12:20:31 main:581] : INFO : Epoch 1976 | loss: 0.0311291 | val_loss: 0.0311667 | Time: 2678.17 ms [2021-03-05 12:20:33 main:581] : INFO : Epoch 1977 | loss: 0.0311265 | val_loss: 0.0311664 | Time: 2661.67 ms [2021-03-05 12:20:36 main:581] : INFO : Epoch 1978 | loss: 0.0311287 | val_loss: 0.0311706 | Time: 2655.12 ms [2021-03-05 12:20:39 main:581] : INFO : Epoch 1979 | loss: 0.0311333 | val_loss: 0.0311638 | Time: 2666.34 ms [2021-03-05 12:20:41 main:581] : INFO : Epoch 1980 | loss: 0.0311301 | val_loss: 0.0311652 | Time: 2670.58 ms [2021-03-05 12:20:44 main:581] : INFO : Epoch 1981 | loss: 0.0311303 | val_loss: 0.0311596 | Time: 2675.94 ms [2021-03-05 12:20:47 main:581] : INFO : Epoch 1982 | loss: 0.0311314 | val_loss: 0.0311661 | Time: 2664.63 ms [2021-03-05 12:20:49 main:581] : INFO : Epoch 1983 | loss: 0.0311349 | val_loss: 0.031167 | Time: 2652.88 ms [2021-03-05 12:20:52 main:581] : INFO : Epoch 1984 | loss: 0.03113 | val_loss: 0.0311641 | Time: 2680.08 ms [2021-03-05 12:20:55 main:581] : INFO : Epoch 1985 | loss: 0.0311288 | val_loss: 0.0311671 | Time: 2680.21 ms [2021-03-05 12:20:57 main:581] : INFO : Epoch 1986 | loss: 0.031152 | val_loss: 0.0311758 | Time: 2659.52 ms [2021-03-05 12:21:00 main:581] : INFO : Epoch 1987 | loss: 0.03117 | val_loss: 0.0311713 | Time: 2663.97 ms [2021-03-05 12:21:03 main:581] : INFO : Epoch 1988 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 2667.96 ms [2021-03-05 12:21:05 main:581] : INFO : Epoch 1989 | loss: 0.0311637 | val_loss: 0.0311652 | Time: 2675.73 ms [2021-03-05 12:21:08 main:581] : INFO : Epoch 1990 | loss: 0.0311598 | val_loss: 0.0311642 | Time: 2672.03 ms [2021-03-05 12:21:11 main:581] : INFO : Epoch 1991 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 2687.93 ms [2021-03-05 12:21:14 main:581] : INFO : Epoch 1992 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 2657.48 ms [2021-03-05 12:21:16 main:581] : INFO : Epoch 1993 | loss: 0.0311566 | val_loss: 0.0311652 | Time: 2656.82 ms [2021-03-05 12:21:19 main:581] : INFO : Epoch 1994 | loss: 0.0311578 | val_loss: 0.0311631 | Time: 2654.26 ms [2021-03-05 12:21:21 main:581] : INFO : Epoch 1995 | loss: 0.0311602 | val_loss: 0.0311678 | Time: 2661.36 ms [2021-03-05 12:21:24 main:581] : INFO : Epoch 1996 | loss: 0.0311622 | val_loss: 0.031164 | Time: 2655.69 ms [2021-03-05 12:21:27 main:581] : INFO : Epoch 1997 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 2669.9 ms [2021-03-05 12:21:29 main:581] : INFO : Epoch 1998 | loss: 0.0311869 | val_loss: 0.0311885 | Time: 2674.96 ms [2021-03-05 12:21:32 main:581] : INFO : Epoch 1999 | loss: 0.0311908 | val_loss: 0.0312012 | Time: 2665.53 ms [2021-03-05 12:21:35 main:581] : INFO : Epoch 2000 | loss: 0.0312021 | val_loss: 0.0312012 | Time: 2676.98 ms [2021-03-05 12:21:37 main:581] : INFO : Epoch 2001 | loss: 0.0312008 | val_loss: 0.0312007 | Time: 2665.94 ms [2021-03-05 12:21:40 main:581] : INFO : Epoch 2002 | loss: 0.0312029 | val_loss: 0.0312002 | Time: 2658.44 ms [2021-03-05 12:21:43 main:581] : INFO : Epoch 2003 | loss: 0.0312002 | val_loss: 0.0311988 | Time: 2667.11 ms [2021-03-05 12:21:45 main:581] : INFO : Epoch 2004 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 2679.08 ms [2021-03-05 12:21:48 main:581] : INFO : Epoch 2005 | loss: 0.0311966 | val_loss: 0.0312042 | Time: 2654.83 ms [2021-03-05 12:21:51 main:581] : INFO : Epoch 2006 | loss: 0.0311969 | val_loss: 0.0311973 | Time: 2661.5 ms [2021-03-05 12:21:53 main:581] : INFO : Epoch 2007 | loss: 0.0311946 | val_loss: 0.0311973 | Time: 2671.4 ms [2021-03-05 12:21:56 main:581] : INFO : Epoch 2008 | loss: 0.0311935 | val_loss: 0.0311983 | Time: 2670.84 ms [2021-03-05 12:21:59 main:581] : INFO : Epoch 2009 | loss: 0.031194 | val_loss: 0.0311978 | Time: 2671.52 ms [2021-03-05 12:22:02 main:581] : INFO : Epoch 2010 | loss: 0.0311942 | val_loss: 0.0311983 | Time: 2670.42 ms [2021-03-05 12:22:04 main:581] : INFO : Epoch 2011 | loss: 0.0311926 | val_loss: 0.0311969 | Time: 2679.87 ms [2021-03-05 12:22:07 main:581] : INFO : Epoch 2012 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 2655.05 ms [2021-03-05 12:22:09 main:581] : INFO : Epoch 2013 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 2644.49 ms [2021-03-05 12:22:12 main:581] : INFO : Epoch 2014 | loss: 0.0311899 | val_loss: 0.0311938 | Time: 2666.03 ms [2021-03-05 12:22:15 main:581] : INFO : Epoch 2015 | loss: 0.0311895 | val_loss: 0.0311975 | Time: 2659.83 ms [2021-03-05 12:22:17 main:581] : INFO : Epoch 2016 | loss: 0.0311898 | val_loss: 0.0311983 | Time: 2657.18 ms [2021-03-05 12:22:20 main:581] : INFO : Epoch 2017 | loss: 0.0311891 | val_loss: 0.0311929 | Time: 2645.5 ms [2021-03-05 12:22:23 main:581] : INFO : Epoch 2018 | loss: 0.031189 | val_loss: 0.0311954 | Time: 2655.99 ms [2021-03-05 12:22:25 main:581] : INFO : Epoch 2019 | loss: 0.0311892 | val_loss: 0.0311945 | Time: 2655.9 ms [2021-03-05 12:22:28 main:581] : INFO : Epoch 2020 | loss: 0.0311901 | val_loss: 0.0311946 | Time: 2671.22 ms [2021-03-05 12:22:31 main:581] : INFO : Epoch 2021 | loss: 0.0311882 | val_loss: 0.0311933 | Time: 2676.18 ms [2021-03-05 12:22:33 main:581] : INFO : Epoch 2022 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 2670.06 ms [2021-03-05 12:22:36 main:581] : INFO : Epoch 2023 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 2656.72 ms [2021-03-05 12:22:39 main:581] : INFO : Epoch 2024 | loss: 0.0311916 | val_loss: 0.0311977 | Time: 2687.93 ms [2021-03-05 12:22:41 main:581] : INFO : Epoch 2025 | loss: 0.0311891 | val_loss: 0.0311953 | Time: 2646.85 ms [2021-03-05 12:22:44 main:581] : INFO : Epoch 2026 | loss: 0.0311864 | val_loss: 0.0311928 | Time: 2658.69 ms [2021-03-05 12:22:47 main:581] : INFO : Epoch 2027 | loss: 0.0311861 | val_loss: 0.0311926 | Time: 2664.96 ms [2021-03-05 12:22:49 main:581] : INFO : Epoch 2028 | loss: 0.0311861 | val_loss: 0.0311917 | Time: 2659.32 ms [2021-03-05 12:22:52 main:581] : INFO : Epoch 2029 | loss: 0.031184 | val_loss: 0.0311905 | Time: 2661.9 ms [2021-03-05 12:22:55 main:581] : INFO : Epoch 2030 | loss: 0.0311842 | val_loss: 0.0311893 | Time: 2646.94 ms [2021-03-05 12:22:57 main:581] : INFO : Epoch 2031 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 2658.56 ms [2021-03-05 12:23:00 main:581] : INFO : Epoch 2032 | loss: 0.031184 | val_loss: 0.0311975 | Time: 2655.39 ms [2021-03-05 12:23:03 main:581] : INFO : Epoch 2033 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 2677.71 ms [2021-03-05 12:23:05 main:581] : INFO : Epoch 2034 | loss: 0.0311845 | val_loss: 0.0312007 | Time: 2652.26 ms [2021-03-05 12:23:08 main:581] : INFO : Epoch 2035 | loss: 0.0311908 | val_loss: 0.0311936 | Time: 2670.52 ms [2021-03-05 12:23:11 main:581] : INFO : Epoch 2036 | loss: 0.0311826 | val_loss: 0.0311904 | Time: 2677.07 ms [2021-03-05 12:23:13 main:581] : INFO : Epoch 2037 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 2678.33 ms [2021-03-05 12:23:16 main:581] : INFO : Epoch 2038 | loss: 0.0311818 | val_loss: 0.031189 | Time: 2647.22 ms [2021-03-05 12:23:19 main:581] : INFO : Epoch 2039 | loss: 0.031182 | val_loss: 0.0311878 | Time: 2661.82 ms [2021-03-05 12:23:21 main:581] : INFO : Epoch 2040 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 2677.06 ms [2021-03-05 12:23:24 main:581] : INFO : Epoch 2041 | loss: 0.0311812 | val_loss: 0.0311914 | Time: 2652.93 ms [2021-03-05 12:23:27 main:581] : INFO : Epoch 2042 | loss: 0.0311837 | val_loss: 0.0311935 | Time: 2666.9 ms [2021-03-05 12:23:29 main:581] : INFO : Epoch 2043 | loss: 0.0311805 | val_loss: 0.0311897 | Time: 2667.89 ms [2021-03-05 12:23:32 main:581] : INFO : Epoch 2044 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 2673.95 ms [2021-03-05 12:23:35 main:581] : INFO : Epoch 2045 | loss: 0.0311812 | val_loss: 0.0311918 | Time: 2669.25 ms [2021-03-05 12:23:37 main:581] : INFO : Epoch 2046 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 2665.63 ms [2021-03-05 12:23:40 main:581] : INFO : Epoch 2047 | loss: 0.031187 | val_loss: 0.0312023 | Time: 2674.8 ms [2021-03-05 12:23:43 main:581] : INFO : Epoch 2048 | loss: 0.0311859 | val_loss: 0.0311935 | Time: 2667.48 ms [2021-03-05 12:23:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311935 [2021-03-05 12:23:43 main:610] : INFO : Saving end state to config to file [2021-03-05 12:23:43 main:615] : INFO : Success, exiting.. 12:23:43 (3467): 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)