Task 14118520
| Name | ParityModified-1647047818-10807-1-0_0 |
| Workunit | 11184772 |
| Created | 31 Mar 2022, 2:53:35 UTC |
| Sent | 10 Apr 2022, 8:08:32 UTC |
| Report deadline | 18 Apr 2022, 8:08:32 UTC |
| Received | 10 Apr 2022, 12:04:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 9 sec |
| CPU time | 55 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.0311498 | val_loss: 0.0311685 | Time: 1645.96 ms
[2022-04-10 12:49:09 main:574] : INFO : Epoch 1543 | loss: 0.0311513 | val_loss: 0.0311671 | Time: 1629.28 ms
[2022-04-10 12:49:10 main:574] : INFO : Epoch 1544 | loss: 0.0311496 | val_loss: 0.0311663 | Time: 1642.47 ms
[2022-04-10 12:49:12 main:574] : INFO : Epoch 1545 | loss: 0.0311523 | val_loss: 0.031167 | Time: 1645.6 ms
[2022-04-10 12:49:14 main:574] : INFO : Epoch 1546 | loss: 0.0311516 | val_loss: 0.0311681 | Time: 1639.36 ms
[2022-04-10 12:49:15 main:574] : INFO : Epoch 1547 | loss: 0.031161 | val_loss: 0.0311709 | Time: 1641.62 ms
[2022-04-10 12:49:17 main:574] : INFO : Epoch 1548 | loss: 0.0311696 | val_loss: 0.0311711 | Time: 1636.59 ms
[2022-04-10 12:49:19 main:574] : INFO : Epoch 1549 | loss: 0.031168 | val_loss: 0.0311691 | Time: 1645.88 ms
[2022-04-10 12:49:20 main:574] : INFO : Epoch 1550 | loss: 0.0311665 | val_loss: 0.0311711 | Time: 1636.58 ms
[2022-04-10 12:49:22 main:574] : INFO : Epoch 1551 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 1638.47 ms
[2022-04-10 12:49:24 main:574] : INFO : Epoch 1552 | loss: 0.0311623 | val_loss: 0.0311672 | Time: 1638.81 ms
[2022-04-10 12:49:25 main:574] : INFO : Epoch 1553 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 1636.73 ms
[2022-04-10 12:49:27 main:574] : INFO : Epoch 1554 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 1635.01 ms
[2022-04-10 12:49:28 main:574] : INFO : Epoch 1555 | loss: 0.0311597 | val_loss: 0.0311724 | Time: 1650.52 ms
[2022-04-10 12:49:30 main:574] : INFO : Epoch 1556 | loss: 0.0311607 | val_loss: 0.0311691 | Time: 1639.16 ms
[2022-04-10 12:49:32 main:574] : INFO : Epoch 1557 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 1636.95 ms
[2022-04-10 12:49:33 main:574] : INFO : Epoch 1558 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 1641.76 ms
[2022-04-10 12:49:35 main:574] : INFO : Epoch 1559 | loss: 0.0311612 | val_loss: 0.03117 | Time: 1634.76 ms
[2022-04-10 12:49:37 main:574] : INFO : Epoch 1560 | loss: 0.0311589 | val_loss: 0.0311683 | Time: 1634.46 ms
[2022-04-10 12:49:38 main:574] : INFO : Epoch 1561 | loss: 0.031159 | val_loss: 0.0311681 | Time: 1634.01 ms
[2022-04-10 12:49:40 main:574] : INFO : Epoch 1562 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1638.32 ms
[2022-04-10 12:49:42 main:574] : INFO : Epoch 1563 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 1644.64 ms
[2022-04-10 12:49:43 main:574] : INFO : Epoch 1564 | loss: 0.0311542 | val_loss: 0.0311721 | Time: 1638.74 ms
[2022-04-10 12:49:45 main:574] : INFO : Epoch 1565 | loss: 0.0311557 | val_loss: 0.0311721 | Time: 1633.49 ms
[2022-04-10 12:49:47 main:574] : INFO : Epoch 1566 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 1633.6 ms
[2022-04-10 12:49:48 main:574] : INFO : Epoch 1567 | loss: 0.0311554 | val_loss: 0.0311672 | Time: 1642.44 ms
[2022-04-10 12:49:50 main:574] : INFO : Epoch 1568 | loss: 0.0311538 | val_loss: 0.0311642 | Time: 1643.36 ms
[2022-04-10 12:49:51 main:574] : INFO : Epoch 1569 | loss: 0.0311593 | val_loss: 0.0311779 | Time: 1638.45 ms
[2022-04-10 12:49:53 main:574] : INFO : Epoch 1570 | loss: 0.031166 | val_loss: 0.03117 | Time: 1642.7 ms
[2022-04-10 12:49:55 main:574] : INFO : Epoch 1571 | loss: 0.0311637 | val_loss: 0.0311673 | Time: 1638.62 ms
[2022-04-10 12:49:56 main:574] : INFO : Epoch 1572 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 1640.25 ms
[2022-04-10 12:49:58 main:574] : INFO : Epoch 1573 | loss: 0.0311603 | val_loss: 0.0311692 | Time: 1633.94 ms
[2022-04-10 12:50:00 main:574] : INFO : Epoch 1574 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 1642.33 ms
[2022-04-10 12:50:01 main:574] : INFO : Epoch 1575 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 1640.31 ms
[2022-04-10 12:50:03 main:574] : INFO : Epoch 1576 | loss: 0.0311554 | val_loss: 0.031166 | Time: 1640.16 ms
[2022-04-10 12:50:05 main:574] : INFO : Epoch 1577 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 1644.11 ms
[2022-04-10 12:50:06 main:574] : INFO : Epoch 1578 | loss: 0.0311537 | val_loss: 0.031167 | Time: 1640.26 ms
[2022-04-10 12:50:08 main:574] : INFO : Epoch 1579 | loss: 0.0311541 | val_loss: 0.0311677 | Time: 1643.16 ms
[2022-04-10 12:50:10 main:574] : INFO : Epoch 1580 | loss: 0.0311525 | val_loss: 0.0311649 | Time: 1640.93 ms
[2022-04-10 12:50:11 main:574] : INFO : Epoch 1581 | loss: 0.0311516 | val_loss: 0.0311688 | Time: 1642.86 ms
[2022-04-10 12:50:13 main:574] : INFO : Epoch 1582 | loss: 0.0311527 | val_loss: 0.0311668 | Time: 1642.71 ms
[2022-04-10 12:50:15 main:574] : INFO : Epoch 1583 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 1639.82 ms
[2022-04-10 12:50:16 main:574] : INFO : Epoch 1584 | loss: 0.0311521 | val_loss: 0.0311697 | Time: 1635.4 ms
[2022-04-10 12:50:18 main:574] : INFO : Epoch 1585 | loss: 0.0311507 | val_loss: 0.0311674 | Time: 1641.38 ms
[2022-04-10 12:50:19 main:574] : INFO : Epoch 1586 | loss: 0.0311509 | val_loss: 0.0311628 | Time: 1643.86 ms
[2022-04-10 12:50:21 main:574] : INFO : Epoch 1587 | loss: 0.0311494 | val_loss: 0.0311679 | Time: 1639.23 ms
[2022-04-10 12:50:23 main:574] : INFO : Epoch 1588 | loss: 0.031149 | val_loss: 0.0311699 | Time: 1636.32 ms
[2022-04-10 12:50:24 main:574] : INFO : Epoch 1589 | loss: 0.0311503 | val_loss: 0.0311665 | Time: 1642.73 ms
[2022-04-10 12:50:26 main:574] : INFO : Epoch 1590 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 1645.25 ms
[2022-04-10 12:50:28 main:574] : INFO : Epoch 1591 | loss: 0.0311511 | val_loss: 0.031173 | Time: 1639.36 ms
[2022-04-10 12:50:29 main:574] : INFO : Epoch 1592 | loss: 0.03115 | val_loss: 0.0311669 | Time: 1646.88 ms
[2022-04-10 12:50:31 main:574] : INFO : Epoch 1593 | loss: 0.0311468 | val_loss: 0.0311645 | Time: 1649.02 ms
[2022-04-10 12:50:33 main:574] : INFO : Epoch 1594 | loss: 0.0311465 | val_loss: 0.031173 | Time: 1642.78 ms
[2022-04-10 12:50:34 main:574] : INFO : Epoch 1595 | loss: 0.0311465 | val_loss: 0.0311665 | Time: 1645.53 ms
[2022-04-10 12:50:36 main:574] : INFO : Epoch 1596 | loss: 0.0311465 | val_loss: 0.0311694 | Time: 1640.69 ms
[2022-04-10 12:50:38 main:574] : INFO : Epoch 1597 | loss: 0.031146 | val_loss: 0.031169 | Time: 1644.1 ms
[2022-04-10 12:50:39 main:574] : INFO : Epoch 1598 | loss: 0.0311458 | val_loss: 0.0311668 | Time: 1634.56 ms
[2022-04-10 12:50:41 main:574] : INFO : Epoch 1599 | loss: 0.031145 | val_loss: 0.0311691 | Time: 1636.98 ms
[2022-04-10 12:50:42 main:574] : INFO : Epoch 1600 | loss: 0.0311449 | val_loss: 0.0311674 | Time: 1642.76 ms
[2022-04-10 12:50:44 main:574] : INFO : Epoch 1601 | loss: 0.0311451 | val_loss: 0.0311699 | Time: 1640.18 ms
[2022-04-10 12:50:46 main:574] : INFO : Epoch 1602 | loss: 0.0311434 | val_loss: 0.0311699 | Time: 1647.6 ms
[2022-04-10 12:50:47 main:574] : INFO : Epoch 1603 | loss: 0.0311431 | val_loss: 0.0311704 | Time: 1651.17 ms
[2022-04-10 12:50:49 main:574] : INFO : Epoch 1604 | loss: 0.0311579 | val_loss: 0.0311777 | Time: 1644.81 ms
[2022-04-10 12:50:51 main:574] : INFO : Epoch 1605 | loss: 0.0311648 | val_loss: 0.03117 | Time: 1643.4 ms
[2022-04-10 12:50:52 main:574] : INFO : Epoch 1606 | loss: 0.0311617 | val_loss: 0.0311682 | Time: 1641.07 ms
[2022-04-10 12:50:54 main:574] : INFO : Epoch 1607 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 1647.51 ms
[2022-04-10 12:50:56 main:574] : INFO : Epoch 1608 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 1638.42 ms
[2022-04-10 12:50:57 main:574] : INFO : Epoch 1609 | loss: 0.0311538 | val_loss: 0.0311696 | Time: 1642.8 ms
[2022-04-10 12:50:59 main:574] : INFO : Epoch 1610 | loss: 0.0311596 | val_loss: 0.0311708 | Time: 1637.77 ms
[2022-04-10 12:51:01 main:574] : INFO : Epoch 1611 | loss: 0.0311626 | val_loss: 0.0311652 | Time: 1642.27 ms
[2022-04-10 12:51:02 main:574] : INFO : Epoch 1612 | loss: 0.0311571 | val_loss: 0.0311654 | Time: 1627.93 ms
[2022-04-10 12:51:04 main:574] : INFO : Epoch 1613 | loss: 0.0311538 | val_loss: 0.0311627 | Time: 1636.15 ms
[2022-04-10 12:51:06 main:574] : INFO : Epoch 1614 | loss: 0.031152 | val_loss: 0.0311658 | Time: 1626.79 ms
[2022-04-10 12:51:07 main:574] : INFO : Epoch 1615 | loss: 0.0311532 | val_loss: 0.031169 | Time: 1634.76 ms
[2022-04-10 12:51:09 main:574] : INFO : Epoch 1616 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 1636.53 ms
[2022-04-10 12:51:10 main:574] : INFO : Epoch 1617 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 1631.46 ms
[2022-04-10 12:51:12 main:574] : INFO : Epoch 1618 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 1633.78 ms
[2022-04-10 12:51:14 main:574] : INFO : Epoch 1619 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 1631.07 ms
[2022-04-10 12:51:15 main:574] : INFO : Epoch 1620 | loss: 0.0311462 | val_loss: 0.031166 | Time: 1640.83 ms
[2022-04-10 12:51:17 main:574] : INFO : Epoch 1621 | loss: 0.0311465 | val_loss: 0.0311668 | Time: 1638.81 ms
[2022-04-10 12:51:19 main:574] : INFO : Epoch 1622 | loss: 0.0311451 | val_loss: 0.0311655 | Time: 1632.31 ms
[2022-04-10 12:51:20 main:574] : INFO : Epoch 1623 | loss: 0.0311443 | val_loss: 0.0311671 | Time: 1631.73 ms
[2022-04-10 12:51:22 main:574] : INFO : Epoch 1624 | loss: 0.0311456 | val_loss: 0.0311688 | Time: 1641.89 ms
[2022-04-10 12:51:24 main:574] : INFO : Epoch 1625 | loss: 0.0311456 | val_loss: 0.0311689 | Time: 1636.51 ms
[2022-04-10 12:51:25 main:574] : INFO : Epoch 1626 | loss: 0.0311448 | val_loss: 0.031167 | Time: 1637.59 ms
[2022-04-10 12:51:27 main:574] : INFO : Epoch 1627 | loss: 0.0311438 | val_loss: 0.0311691 | Time: 1635.74 ms
[2022-04-10 12:51:29 main:574] : INFO : Epoch 1628 | loss: 0.0311431 | val_loss: 0.031167 | Time: 1634.14 ms
[2022-04-10 12:51:30 main:574] : INFO : Epoch 1629 | loss: 0.0311431 | val_loss: 0.0311705 | Time: 1644.04 ms
[2022-04-10 12:51:32 main:574] : INFO : Epoch 1630 | loss: 0.031143 | val_loss: 0.0311658 | Time: 1635.94 ms
[2022-04-10 12:51:33 main:574] : INFO : Epoch 1631 | loss: 0.0311457 | val_loss: 0.0311692 | Time: 1626.2 ms
[2022-04-10 12:51:35 main:574] : INFO : Epoch 1632 | loss: 0.0311471 | val_loss: 0.0311667 | Time: 1643.34 ms
[2022-04-10 12:51:37 main:574] : INFO : Epoch 1633 | loss: 0.0311441 | val_loss: 0.031168 | Time: 1628.35 ms
[2022-04-10 12:51:38 main:574] : INFO : Epoch 1634 | loss: 0.0311414 | val_loss: 0.0311647 | Time: 1636.86 ms
[2022-04-10 12:51:40 main:574] : INFO : Epoch 1635 | loss: 0.0311418 | val_loss: 0.0311668 | Time: 1629.41 ms
[2022-04-10 12:51:42 main:574] : INFO : Epoch 1636 | loss: 0.031141 | val_loss: 0.0311663 | Time: 1636.86 ms
[2022-04-10 12:51:43 main:574] : INFO : Epoch 1637 | loss: 0.0311416 | val_loss: 0.0311676 | Time: 1636.91 ms
[2022-04-10 12:51:45 main:574] : INFO : Epoch 1638 | loss: 0.0311414 | val_loss: 0.0311647 | Time: 1645 ms
[2022-04-10 12:51:47 main:574] : INFO : Epoch 1639 | loss: 0.0311416 | val_loss: 0.0311635 | Time: 1635.92 ms
[2022-04-10 12:51:48 main:574] : INFO : Epoch 1640 | loss: 0.0311396 | val_loss: 0.0311686 | Time: 1646.3 ms
[2022-04-10 12:51:50 main:574] : INFO : Epoch 1641 | loss: 0.0311413 | val_loss: 0.0311689 | Time: 1635.41 ms
[2022-04-10 12:51:52 main:574] : INFO : Epoch 1642 | loss: 0.0311402 | val_loss: 0.03117 | Time: 1642.54 ms
[2022-04-10 12:51:53 main:574] : INFO : Epoch 1643 | loss: 0.0311388 | val_loss: 0.0311722 | Time: 1634.13 ms
[2022-04-10 12:51:55 main:574] : INFO : Epoch 1644 | loss: 0.0311418 | val_loss: 0.0311649 | Time: 1636.27 ms
[2022-04-10 12:51:56 main:574] : INFO : Epoch 1645 | loss: 0.0311396 | val_loss: 0.0311703 | Time: 1635.94 ms
[2022-04-10 12:51:58 main:574] : INFO : Epoch 1646 | loss: 0.0311399 | val_loss: 0.0311699 | Time: 1631.53 ms
[2022-04-10 12:52:00 main:574] : INFO : Epoch 1647 | loss: 0.0311398 | val_loss: 0.0311676 | Time: 1632.66 ms
[2022-04-10 12:52:01 main:574] : INFO : Epoch 1648 | loss: 0.0311433 | val_loss: 0.0311742 | Time: 1645.06 ms
[2022-04-10 12:52:03 main:574] : INFO : Epoch 1649 | loss: 0.0311414 | val_loss: 0.0311669 | Time: 1640.22 ms
[2022-04-10 12:52:05 main:574] : INFO : Epoch 1650 | loss: 0.0311409 | val_loss: 0.0311689 | Time: 1641.88 ms
[2022-04-10 12:52:06 main:574] : INFO : Epoch 1651 | loss: 0.0311385 | val_loss: 0.0311621 | Time: 1633.69 ms
[2022-04-10 12:52:08 main:574] : INFO : Epoch 1652 | loss: 0.0311418 | val_loss: 0.0311712 | Time: 1640.42 ms
[2022-04-10 12:52:10 main:574] : INFO : Epoch 1653 | loss: 0.03114 | val_loss: 0.0311714 | Time: 1639.05 ms
[2022-04-10 12:52:11 main:574] : INFO : Epoch 1654 | loss: 0.0311372 | val_loss: 0.0311674 | Time: 1635.38 ms
[2022-04-10 12:52:13 main:574] : INFO : Epoch 1655 | loss: 0.0311371 | val_loss: 0.0311701 | Time: 1640.12 ms
[2022-04-10 12:52:15 main:574] : INFO : Epoch 1656 | loss: 0.0311373 | val_loss: 0.0311686 | Time: 1642.79 ms
[2022-04-10 12:52:16 main:574] : INFO : Epoch 1657 | loss: 0.0311361 | val_loss: 0.0311665 | Time: 1641.76 ms
[2022-04-10 12:52:18 main:574] : INFO : Epoch 1658 | loss: 0.0311406 | val_loss: 0.031168 | Time: 1640.24 ms
[2022-04-10 12:52:19 main:574] : INFO : Epoch 1659 | loss: 0.0311455 | val_loss: 0.0311717 | Time: 1636.87 ms
[2022-04-10 12:52:21 main:574] : INFO : Epoch 1660 | loss: 0.0311418 | val_loss: 0.0311706 | Time: 1635.85 ms
[2022-04-10 12:52:23 main:574] : INFO : Epoch 1661 | loss: 0.0311377 | val_loss: 0.0311688 | Time: 1638.35 ms
[2022-04-10 12:52:24 main:574] : INFO : Epoch 1662 | loss: 0.0311361 | val_loss: 0.0311692 | Time: 1637.43 ms
[2022-04-10 12:52:26 main:574] : INFO : Epoch 1663 | loss: 0.0311367 | val_loss: 0.0311683 | Time: 1648.85 ms
[2022-04-10 12:52:28 main:574] : INFO : Epoch 1664 | loss: 0.0311367 | val_loss: 0.0311659 | Time: 1642.3 ms
[2022-04-10 12:52:29 main:574] : INFO : Epoch 1665 | loss: 0.0311367 | val_loss: 0.0311667 | Time: 1626.92 ms
[2022-04-10 12:52:31 main:574] : INFO : Epoch 1666 | loss: 0.0311346 | val_loss: 0.0311697 | Time: 1638.23 ms
[2022-04-10 12:52:33 main:574] : INFO : Epoch 1667 | loss: 0.0311368 | val_loss: 0.0311641 | Time: 1643.76 ms
[2022-04-10 12:52:34 main:574] : INFO : Epoch 1668 | loss: 0.0311358 | val_loss: 0.0311723 | Time: 1644.71 ms
[2022-04-10 12:52:36 main:574] : INFO : Epoch 1669 | loss: 0.0311361 | val_loss: 0.0311688 | Time: 1636.99 ms
[2022-04-10 12:52:38 main:574] : INFO : Epoch 1670 | loss: 0.0311371 | val_loss: 0.0311692 | Time: 1638.86 ms
[2022-04-10 12:52:39 main:574] : INFO : Epoch 1671 | loss: 0.0311375 | val_loss: 0.0311734 | Time: 1636.46 ms
[2022-04-10 12:52:41 main:574] : INFO : Epoch 1672 | loss: 0.0311353 | val_loss: 0.0311707 | Time: 1637.88 ms
[2022-04-10 12:52:42 main:574] : INFO : Epoch 1673 | loss: 0.0311343 | val_loss: 0.03117 | Time: 1644.3 ms
[2022-04-10 12:52:44 main:574] : INFO : Epoch 1674 | loss: 0.0311338 | val_loss: 0.0311757 | Time: 1641.01 ms
[2022-04-10 12:52:46 main:574] : INFO : Epoch 1675 | loss: 0.0311328 | val_loss: 0.03117 | Time: 1631.97 ms
[2022-04-10 12:52:47 main:574] : INFO : Epoch 1676 | loss: 0.0311312 | val_loss: 0.0311679 | Time: 1643.72 ms
[2022-04-10 12:52:49 main:574] : INFO : Epoch 1677 | loss: 0.0311337 | val_loss: 0.0311713 | Time: 1647.68 ms
[2022-04-10 12:52:51 main:574] : INFO : Epoch 1678 | loss: 0.0311333 | val_loss: 0.031172 | Time: 1636.74 ms
[2022-04-10 12:52:52 main:574] : INFO : Epoch 1679 | loss: 0.0311344 | val_loss: 0.0311733 | Time: 1626.86 ms
[2022-04-10 12:52:54 main:574] : INFO : Epoch 1680 | loss: 0.0311387 | val_loss: 0.0311717 | Time: 1648.23 ms
[2022-04-10 12:52:56 main:574] : INFO : Epoch 1681 | loss: 0.031134 | val_loss: 0.0311718 | Time: 1626.34 ms
[2022-04-10 12:52:57 main:574] : INFO : Epoch 1682 | loss: 0.0311323 | val_loss: 0.0311713 | Time: 1637.02 ms
[2022-04-10 12:52:59 main:574] : INFO : Epoch 1683 | loss: 0.0311329 | val_loss: 0.0311707 | Time: 1636.11 ms
[2022-04-10 12:53:01 main:574] : INFO : Epoch 1684 | loss: 0.0311352 | val_loss: 0.0311725 | Time: 1640.58 ms
[2022-04-10 12:53:02 main:574] : INFO : Epoch 1685 | loss: 0.0311376 | val_loss: 0.031171 | Time: 1629.46 ms
[2022-04-10 12:53:04 main:574] : INFO : Epoch 1686 | loss: 0.0311368 | val_loss: 0.0311728 | Time: 1636.51 ms
[2022-04-10 12:53:05 main:574] : INFO : Epoch 1687 | loss: 0.0311376 | val_loss: 0.031176 | Time: 1643.41 ms
[2022-04-10 12:53:07 main:574] : INFO : Epoch 1688 | loss: 0.0311329 | val_loss: 0.0311756 | Time: 1633.39 ms
[2022-04-10 12:53:09 main:574] : INFO : Epoch 1689 | loss: 0.031133 | val_loss: 0.0311692 | Time: 1647.06 ms
[2022-04-10 12:53:10 main:574] : INFO : Epoch 1690 | loss: 0.0311351 | val_loss: 0.0311707 | Time: 1670.14 ms
[2022-04-10 12:53:12 main:574] : INFO : Epoch 1691 | loss: 0.031133 | val_loss: 0.0311703 | Time: 1629 ms
[2022-04-10 12:53:14 main:574] : INFO : Epoch 1692 | loss: 0.0311335 | val_loss: 0.0311824 | Time: 1646.1 ms
[2022-04-10 12:53:15 main:574] : INFO : Epoch 1693 | loss: 0.0311347 | val_loss: 0.0311773 | Time: 1632.64 ms
[2022-04-10 12:53:17 main:574] : INFO : Epoch 1694 | loss: 0.0311329 | val_loss: 0.0311698 | Time: 1649.42 ms
[2022-04-10 12:53:19 main:574] : INFO : Epoch 1695 | loss: 0.0311355 | val_loss: 0.0311758 | Time: 1638.3 ms
[2022-04-10 12:53:20 main:574] : INFO : Epoch 1696 | loss: 0.0311348 | val_loss: 0.0311745 | Time: 1645.15 ms
[2022-04-10 12:53:22 main:574] : INFO : Epoch 1697 | loss: 0.0311368 | val_loss: 0.0311776 | Time: 1638.56 ms
[2022-04-10 12:53:24 main:574] : INFO : Epoch 1698 | loss: 0.0311353 | val_loss: 0.0311709 | Time: 1641.23 ms
[2022-04-10 12:53:25 main:574] : INFO : Epoch 1699 | loss: 0.0311317 | val_loss: 0.0311775 | Time: 1642.4 ms
[2022-04-10 12:53:27 main:574] : INFO : Epoch 1700 | loss: 0.031132 | val_loss: 0.0311718 | Time: 1634.24 ms
[2022-04-10 12:53:29 main:574] : INFO : Epoch 1701 | loss: 0.0311311 | val_loss: 0.0311703 | Time: 1644.03 ms
[2022-04-10 12:53:30 main:574] : INFO : Epoch 1702 | loss: 0.0311337 | val_loss: 0.0311717 | Time: 1637.98 ms
[2022-04-10 12:53:32 main:574] : INFO : Epoch 1703 | loss: 0.0311308 | val_loss: 0.0311797 | Time: 1632.91 ms
[2022-04-10 12:53:33 main:574] : INFO : Epoch 1704 | loss: 0.0311351 | val_loss: 0.0311696 | Time: 1638.32 ms
[2022-04-10 12:53:35 main:574] : INFO : Epoch 1705 | loss: 0.0311293 | val_loss: 0.0311799 | Time: 1635.66 ms
[2022-04-10 12:53:37 main:574] : INFO : Epoch 1706 | loss: 0.0311329 | val_loss: 0.0311772 | Time: 1623.38 ms
[2022-04-10 12:53:38 main:574] : INFO : Epoch 1707 | loss: 0.0311299 | val_loss: 0.0311742 | Time: 1638.92 ms
[2022-04-10 12:53:40 main:574] : INFO : Epoch 1708 | loss: 0.0311303 | val_loss: 0.0311731 | Time: 1639.95 ms
[2022-04-10 12:53:42 main:574] : INFO : Epoch 1709 | loss: 0.0311294 | val_loss: 0.0311726 | Time: 1637.06 ms
[2022-04-10 12:53:43 main:574] : INFO : Epoch 1710 | loss: 0.0311309 | val_loss: 0.0311718 | Time: 1635.26 ms
[2022-04-10 12:53:45 main:574] : INFO : Epoch 1711 | loss: 0.0311322 | val_loss: 0.0311789 | Time: 1642.82 ms
[2022-04-10 12:53:47 main:574] : INFO : Epoch 1712 | loss: 0.0311326 | val_loss: 0.031183 | Time: 1625.9 ms
[2022-04-10 12:53:48 main:574] : INFO : Epoch 1713 | loss: 0.0311338 | val_loss: 0.0311734 | Time: 1637.89 ms
[2022-04-10 12:53:50 main:574] : INFO : Epoch 1714 | loss: 0.0311336 | val_loss: 0.0311772 | Time: 1637 ms
[2022-04-10 12:53:52 main:574] : INFO : Epoch 1715 | loss: 0.0311291 | val_loss: 0.0311721 | Time: 1632.42 ms
[2022-04-10 12:53:53 main:574] : INFO : Epoch 1716 | loss: 0.0311306 | val_loss: 0.031177 | Time: 1640.22 ms
[2022-04-10 12:53:55 main:574] : INFO : Epoch 1717 | loss: 0.0311308 | val_loss: 0.0311716 | Time: 1632.28 ms
[2022-04-10 12:53:56 main:574] : INFO : Epoch 1718 | loss: 0.0311308 | val_loss: 0.031176 | Time: 1645.26 ms
[2022-04-10 12:53:58 main:574] : INFO : Epoch 1719 | loss: 0.0311303 | val_loss: 0.0311716 | Time: 1642.28 ms
[2022-04-10 12:54:00 main:574] : INFO : Epoch 1720 | loss: 0.0311307 | val_loss: 0.0311783 | Time: 1635.35 ms
[2022-04-10 12:54:01 main:574] : INFO : Epoch 1721 | loss: 0.0311293 | val_loss: 0.0311753 | Time: 1650.94 ms
[2022-04-10 12:54:03 main:574] : INFO : Epoch 1722 | loss: 0.0311293 | val_loss: 0.0311791 | Time: 1637.39 ms
[2022-04-10 12:54:05 main:574] : INFO : Epoch 1723 | loss: 0.03113 | val_loss: 0.0311789 | Time: 1638.87 ms
[2022-04-10 12:54:06 main:574] : INFO : Epoch 1724 | loss: 0.0311303 | val_loss: 0.0311748 | Time: 1627.64 ms
[2022-04-10 12:54:08 main:574] : INFO : Epoch 1725 | loss: 0.0311305 | val_loss: 0.0311821 | Time: 1634.31 ms
[2022-04-10 12:54:10 main:574] : INFO : Epoch 1726 | loss: 0.0311314 | val_loss: 0.0311767 | Time: 1639.5 ms
[2022-04-10 12:54:11 main:574] : INFO : Epoch 1727 | loss: 0.0311324 | val_loss: 0.0311784 | Time: 1635.61 ms
[2022-04-10 12:54:13 main:574] : INFO : Epoch 1728 | loss: 0.0311303 | val_loss: 0.0311849 | Time: 1630.33 ms
[2022-04-10 12:54:15 main:574] : INFO : Epoch 1729 | loss: 0.0311296 | val_loss: 0.0311734 | Time: 1634.79 ms
[2022-04-10 12:54:16 main:574] : INFO : Epoch 1730 | loss: 0.0311387 | val_loss: 0.0311732 | Time: 1634.47 ms
[2022-04-10 12:54:18 main:574] : INFO : Epoch 1731 | loss: 0.0311374 | val_loss: 0.0311739 | Time: 1645.77 ms
[2022-04-10 12:54:19 main:574] : INFO : Epoch 1732 | loss: 0.031135 | val_loss: 0.031179 | Time: 1639.96 ms
[2022-04-10 12:54:21 main:574] : INFO : Epoch 1733 | loss: 0.0311338 | val_loss: 0.0311751 | Time: 1635.45 ms
[2022-04-10 12:54:23 main:574] : INFO : Epoch 1734 | loss: 0.0311341 | val_loss: 0.0311751 | Time: 1653.12 ms
[2022-04-10 12:54:24 main:574] : INFO : Epoch 1735 | loss: 0.0311337 | val_loss: 0.0311751 | Time: 1636.64 ms
[2022-04-10 12:54:26 main:574] : INFO : Epoch 1736 | loss: 0.031132 | val_loss: 0.0311772 | Time: 1640.93 ms
[2022-04-10 12:54:28 main:574] : INFO : Epoch 1737 | loss: 0.0311319 | val_loss: 0.031181 | Time: 1639.49 ms
[2022-04-10 12:54:29 main:574] : INFO : Epoch 1738 | loss: 0.0311348 | val_loss: 0.0311794 | Time: 1638.48 ms
[2022-04-10 12:54:31 main:574] : INFO : Epoch 1739 | loss: 0.0311324 | val_loss: 0.0311724 | Time: 1630.71 ms
[2022-04-10 12:54:33 main:574] : INFO : Epoch 1740 | loss: 0.0311318 | val_loss: 0.0311761 | Time: 1644.71 ms
[2022-04-10 12:54:34 main:574] : INFO : Epoch 1741 | loss: 0.0311293 | val_loss: 0.0311758 | Time: 1637.2 ms
[2022-04-10 12:54:36 main:574] : INFO : Epoch 1742 | loss: 0.0311299 | val_loss: 0.0311735 | Time: 1641.88 ms
[2022-04-10 12:54:38 main:574] : INFO : Epoch 1743 | loss: 0.0311338 | val_loss: 0.0311748 | Time: 1643.41 ms
[2022-04-10 12:54:39 main:574] : INFO : Epoch 1744 | loss: 0.0311343 | val_loss: 0.0311808 | Time: 1636.29 ms
[2022-04-10 12:54:41 main:574] : INFO : Epoch 1745 | loss: 0.0311382 | val_loss: 0.0311722 | Time: 1639.1 ms
[2022-04-10 12:54:42 main:574] : INFO : Epoch 1746 | loss: 0.0311411 | val_loss: 0.0311752 | Time: 1639.01 ms
[2022-04-10 12:54:44 main:574] : INFO : Epoch 1747 | loss: 0.0311374 | val_loss: 0.0311688 | Time: 1636.01 ms
[2022-04-10 12:54:46 main:574] : INFO : Epoch 1748 | loss: 0.0311349 | val_loss: 0.0311655 | Time: 1642.51 ms
[2022-04-10 12:54:47 main:574] : INFO : Epoch 1749 | loss: 0.0311382 | val_loss: 0.031182 | Time: 1639.5 ms
[2022-04-10 12:54:59 main:574] : INFO : Epoch 1750 | loss: 0.0311402 | val_loss: 0.0311815 | Time: 12034.5 ms
[2022-04-10 12:55:01 main:574] : INFO : Epoch 1751 | loss: 0.0311414 | val_loss: 0.031175 | Time: 1648.78 ms
[2022-04-10 12:55:03 main:574] : INFO : Epoch 1752 | loss: 0.0311357 | val_loss: 0.0311763 | Time: 1642.04 ms
[2022-04-10 12:55:04 main:574] : INFO : Epoch 1753 | loss: 0.031131 | val_loss: 0.031175 | Time: 1630.97 ms
[2022-04-10 12:55:06 main:574] : INFO : Epoch 1754 | loss: 0.0311268 | val_loss: 0.0311786 | Time: 1634.49 ms
[2022-04-10 12:55:08 main:574] : INFO : Epoch 1755 | loss: 0.031127 | val_loss: 0.0311779 | Time: 1631.23 ms
[2022-04-10 12:55:09 main:574] : INFO : Epoch 1756 | loss: 0.0311305 | val_loss: 0.0311743 | Time: 1644.08 ms
[2022-04-10 12:55:11 main:574] : INFO : Epoch 1757 | loss: 0.0311293 | val_loss: 0.0311817 | Time: 1639.03 ms
[2022-04-10 12:55:13 main:574] : INFO : Epoch 1758 | loss: 0.0311345 | val_loss: 0.0311833 | Time: 1645.73 ms
[2022-04-10 12:55:14 main:574] : INFO : Epoch 1759 | loss: 0.0311341 | val_loss: 0.0311739 | Time: 1631.35 ms
[2022-04-10 12:55:16 main:574] : INFO : Epoch 1760 | loss: 0.0311348 | val_loss: 0.031178 | Time: 1639.86 ms
[2022-04-10 12:55:18 main:574] : INFO : Epoch 1761 | loss: 0.031133 | val_loss: 0.0311732 | Time: 1647.83 ms
[2022-04-10 12:55:19 main:574] : INFO : Epoch 1762 | loss: 0.031133 | val_loss: 0.0311671 | Time: 1632.58 ms
[2022-04-10 12:55:21 main:574] : INFO : Epoch 1763 | loss: 0.031131 | val_loss: 0.0311769 | Time: 1639.15 ms
[2022-04-10 12:55:23 main:574] : INFO : Epoch 1764 | loss: 0.0311287 | val_loss: 0.0311777 | Time: 1643.94 ms
[2022-04-10 12:55:24 main:574] : INFO : Epoch 1765 | loss: 0.0311303 | val_loss: 0.0311774 | Time: 1635.89 ms
[2022-04-10 12:55:26 main:574] : INFO : Epoch 1766 | loss: 0.0311268 | val_loss: 0.0311688 | Time: 1639.74 ms
[2022-04-10 12:55:27 main:574] : INFO : Epoch 1767 | loss: 0.0311259 | val_loss: 0.0311807 | Time: 1637.69 ms
[2022-04-10 12:55:29 main:574] : INFO : Epoch 1768 | loss: 0.031127 | val_loss: 0.0311818 | Time: 1640.62 ms
[2022-04-10 12:55:31 main:574] : INFO : Epoch 1769 | loss: 0.0311325 | val_loss: 0.0311755 | Time: 1639.92 ms
[2022-04-10 12:55:32 main:574] : INFO : Epoch 1770 | loss: 0.0311384 | val_loss: 0.0311763 | Time: 1637.25 ms
[2022-04-10 12:55:34 main:574] : INFO : Epoch 1771 | loss: 0.0311376 | val_loss: 0.0311682 | Time: 1638.7 ms
[2022-04-10 12:55:36 main:574] : INFO : Epoch 1772 | loss: 0.0311384 | val_loss: 0.0311716 | Time: 1638.72 ms
[2022-04-10 12:55:37 main:574] : INFO : Epoch 1773 | loss: 0.0311371 | val_loss: 0.031179 | Time: 1635.85 ms
[2022-04-10 12:55:39 main:574] : INFO : Epoch 1774 | loss: 0.0311376 | val_loss: 0.0311692 | Time: 1645.72 ms
[2022-04-10 12:55:41 main:574] : INFO : Epoch 1775 | loss: 0.0311323 | val_loss: 0.0311747 | Time: 1645.31 ms
[2022-04-10 12:55:42 main:574] : INFO : Epoch 1776 | loss: 0.031133 | val_loss: 0.0311705 | Time: 1640.8 ms
[2022-04-10 12:55:44 main:574] : INFO : Epoch 1777 | loss: 0.0311279 | val_loss: 0.0311756 | Time: 1632.95 ms
[2022-04-10 12:55:46 main:574] : INFO : Epoch 1778 | loss: 0.0311328 | val_loss: 0.0311788 | Time: 1637.54 ms
[2022-04-10 12:55:47 main:574] : INFO : Epoch 1779 | loss: 0.031132 | val_loss: 0.0311741 | Time: 1652.74 ms
[2022-04-10 12:55:49 main:574] : INFO : Epoch 1780 | loss: 0.0311341 | val_loss: 0.0311667 | Time: 1627.38 ms
[2022-04-10 12:55:50 main:574] : INFO : Epoch 1781 | loss: 0.0311318 | val_loss: 0.0311832 | Time: 1631.88 ms
[2022-04-10 12:55:52 main:574] : INFO : Epoch 1782 | loss: 0.0311351 | val_loss: 0.0311708 | Time: 1644.22 ms
[2022-04-10 12:55:54 main:574] : INFO : Epoch 1783 | loss: 0.0311329 | val_loss: 0.0311704 | Time: 1635.37 ms
[2022-04-10 12:55:55 main:574] : INFO : Epoch 1784 | loss: 0.0311333 | val_loss: 0.0311738 | Time: 1638.39 ms
[2022-04-10 12:55:57 main:574] : INFO : Epoch 1785 | loss: 0.0311336 | val_loss: 0.031167 | Time: 1634.99 ms
[2022-04-10 12:55:59 main:574] : INFO : Epoch 1786 | loss: 0.0311359 | val_loss: 0.0311683 | Time: 1647.23 ms
[2022-04-10 12:56:00 main:574] : INFO : Epoch 1787 | loss: 0.0311312 | val_loss: 0.031168 | Time: 1650.73 ms
[2022-04-10 12:56:02 main:574] : INFO : Epoch 1788 | loss: 0.0311317 | val_loss: 0.0311702 | Time: 1632.82 ms
[2022-04-10 12:56:04 main:574] : INFO : Epoch 1789 | loss: 0.0311287 | val_loss: 0.0311719 | Time: 1638.71 ms
[2022-04-10 12:56:05 main:574] : INFO : Epoch 1790 | loss: 0.0311289 | val_loss: 0.0311808 | Time: 1635.2 ms
[2022-04-10 12:56:07 main:574] : INFO : Epoch 1791 | loss: 0.031137 | val_loss: 0.0311748 | Time: 1635.05 ms
[2022-04-10 12:56:09 main:574] : INFO : Epoch 1792 | loss: 0.0311314 | val_loss: 0.0311706 | Time: 1668.31 ms
[2022-04-10 12:56:10 main:574] : INFO : Epoch 1793 | loss: 0.0311299 | val_loss: 0.0311752 | Time: 1640.02 ms
[2022-04-10 12:56:12 main:574] : INFO : Epoch 1794 | loss: 0.0311298 | val_loss: 0.0311714 | Time: 1638.32 ms
[2022-04-10 12:56:13 main:574] : INFO : Epoch 1795 | loss: 0.0311452 | val_loss: 0.0311654 | Time: 1639.61 ms
[2022-04-10 12:56:15 main:574] : INFO : Epoch 1796 | loss: 0.031144 | val_loss: 0.0311644 | Time: 1636 ms
[2022-04-10 12:56:17 main:574] : INFO : Epoch 1797 | loss: 0.0311391 | val_loss: 0.0311628 | Time: 1644.91 ms
[2022-04-10 12:56:18 main:574] : INFO : Epoch 1798 | loss: 0.031138 | val_loss: 0.0311721 | Time: 1643.93 ms
[2022-04-10 12:56:20 main:574] : INFO : Epoch 1799 | loss: 0.0311394 | val_loss: 0.0311692 | Time: 1644.85 ms
[2022-04-10 12:56:22 main:574] : INFO : Epoch 1800 | loss: 0.0311321 | val_loss: 0.0311653 | Time: 1638.76 ms
[2022-04-10 12:56:23 main:574] : INFO : Epoch 1801 | loss: 0.0311304 | val_loss: 0.0311719 | Time: 1643.58 ms
[2022-04-10 12:56:25 main:574] : INFO : Epoch 1802 | loss: 0.0311288 | val_loss: 0.0311706 | Time: 1649.47 ms
[2022-04-10 12:56:27 main:574] : INFO : Epoch 1803 | loss: 0.0311262 | val_loss: 0.0311703 | Time: 1640.79 ms
[2022-04-10 12:56:28 main:574] : INFO : Epoch 1804 | loss: 0.0311364 | val_loss: 0.0311629 | Time: 1641.58 ms
[2022-04-10 12:56:30 main:574] : INFO : Epoch 1805 | loss: 0.0311314 | val_loss: 0.0311677 | Time: 1645.7 ms
[2022-04-10 12:56:32 main:574] : INFO : Epoch 1806 | loss: 0.0311275 | val_loss: 0.0311703 | Time: 1638.59 ms
[2022-04-10 12:56:33 main:574] : INFO : Epoch 1807 | loss: 0.0311275 | val_loss: 0.0311703 | Time: 1642.3 ms
[2022-04-10 12:56:35 main:574] : INFO : Epoch 1808 | loss: 0.0311254 | val_loss: 0.0311705 | Time: 1640.93 ms
[2022-04-10 12:56:37 main:574] : INFO : Epoch 1809 | loss: 0.0311244 | val_loss: 0.0311667 | Time: 1643.35 ms
[2022-04-10 12:56:38 main:574] : INFO : Epoch 1810 | loss: 0.0311275 | val_loss: 0.031175 | Time: 1642.25 ms
[2022-04-10 12:56:40 main:574] : INFO : Epoch 1811 | loss: 0.0311274 | val_loss: 0.0311693 | Time: 1640.3 ms
[2022-04-10 12:56:42 main:574] : INFO : Epoch 1812 | loss: 0.031125 | val_loss: 0.0311643 | Time: 1643.02 ms
[2022-04-10 12:56:43 main:574] : INFO : Epoch 1813 | loss: 0.0311247 | val_loss: 0.0311726 | Time: 1644.43 ms
[2022-04-10 12:56:45 main:574] : INFO : Epoch 1814 | loss: 0.0311297 | val_loss: 0.0311653 | Time: 1636.38 ms
[2022-04-10 12:56:46 main:574] : INFO : Epoch 1815 | loss: 0.0311288 | val_loss: 0.0311701 | Time: 1640.96 ms
[2022-04-10 12:56:48 main:574] : INFO : Epoch 1816 | loss: 0.0311291 | val_loss: 0.0311661 | Time: 1641.51 ms
[2022-04-10 12:56:50 main:574] : INFO : Epoch 1817 | loss: 0.031127 | val_loss: 0.0311703 | Time: 1643.2 ms
[2022-04-10 12:56:51 main:574] : INFO : Epoch 1818 | loss: 0.0311306 | val_loss: 0.0311665 | Time: 1635.66 ms
[2022-04-10 12:56:53 main:574] : INFO : Epoch 1819 | loss: 0.0311305 | val_loss: 0.031172 | Time: 1639.87 ms
[2022-04-10 12:56:55 main:574] : INFO : Epoch 1820 | loss: 0.0311277 | val_loss: 0.0311717 | Time: 1661.94 ms
[2022-04-10 12:56:56 main:574] : INFO : Epoch 1821 | loss: 0.0311257 | val_loss: 0.0311682 | Time: 1643.11 ms
[2022-04-10 12:56:58 main:574] : INFO : Epoch 1822 | loss: 0.0311237 | val_loss: 0.0311705 | Time: 1633.05 ms
[2022-04-10 12:57:00 main:574] : INFO : Epoch 1823 | loss: 0.0311247 | val_loss: 0.0311708 | Time: 1644.4 ms
[2022-04-10 12:57:01 main:574] : INFO : Epoch 1824 | loss: 0.0311236 | val_loss: 0.0311729 | Time: 1644.47 ms
[2022-04-10 12:57:03 main:574] : INFO : Epoch 1825 | loss: 0.0311239 | val_loss: 0.0311673 | Time: 1635.81 ms
[2022-04-10 12:57:05 main:574] : INFO : Epoch 1826 | loss: 0.0311259 | val_loss: 0.0311712 | Time: 1640.56 ms
[2022-04-10 12:57:06 main:574] : INFO : Epoch 1827 | loss: 0.0311259 | val_loss: 0.0311681 | Time: 1647.6 ms
[2022-04-10 12:57:08 main:574] : INFO : Epoch 1828 | loss: 0.0311245 | val_loss: 0.0311778 | Time: 1640.87 ms
[2022-04-10 12:57:10 main:574] : INFO : Epoch 1829 | loss: 0.0311273 | val_loss: 0.0311693 | Time: 1645.15 ms
[2022-04-10 12:57:11 main:574] : INFO : Epoch 1830 | loss: 0.0311301 | val_loss: 0.0311702 | Time: 1645.08 ms
[2022-04-10 12:57:13 main:574] : INFO : Epoch 1831 | loss: 0.0311268 | val_loss: 0.0311729 | Time: 1637.81 ms
[2022-04-10 12:57:14 main:574] : INFO : Epoch 1832 | loss: 0.0311269 | val_loss: 0.031171 | Time: 1636.65 ms
[2022-04-10 12:57:16 main:574] : INFO : Epoch 1833 | loss: 0.0311262 | val_loss: 0.0311816 | Time: 1638.08 ms
[2022-04-10 12:57:18 main:574] : INFO : Epoch 1834 | loss: 0.0311244 | val_loss: 0.0311745 | Time: 1644.8 ms
[2022-04-10 12:57:19 main:574] : INFO : Epoch 1835 | loss: 0.0311228 | val_loss: 0.0311715 | Time: 1633.63 ms
[2022-04-10 12:57:21 main:574] : INFO : Epoch 1836 | loss: 0.0311224 | val_loss: 0.0311708 | Time: 1642.78 ms
[2022-04-10 12:57:23 main:574] : INFO : Epoch 1837 | loss: 0.0311261 | val_loss: 0.0311744 | Time: 1643.3 ms
[2022-04-10 12:57:24 main:574] : INFO : Epoch 1838 | loss: 0.0311259 | val_loss: 0.0311722 | Time: 1634.62 ms
[2022-04-10 12:57:26 main:574] : INFO : Epoch 1839 | loss: 0.031132 | val_loss: 0.0311696 | Time: 1644.56 ms
[2022-04-10 12:57:28 main:574] : INFO : Epoch 1840 | loss: 0.0311349 | val_loss: 0.0311747 | Time: 1644.76 ms
[2022-04-10 12:57:29 main:574] : INFO : Epoch 1841 | loss: 0.0311275 | val_loss: 0.031166 | Time: 1631.57 ms
[2022-04-10 12:57:31 main:574] : INFO : Epoch 1842 | loss: 0.031128 | val_loss: 0.0311671 | Time: 1639.4 ms
[2022-04-10 12:57:33 main:574] : INFO : Epoch 1843 | loss: 0.031127 | val_loss: 0.0311755 | Time: 1634.35 ms
[2022-04-10 12:57:34 main:574] : INFO : Epoch 1844 | loss: 0.0311284 | val_loss: 0.0311688 | Time: 1641.56 ms
[2022-04-10 12:57:36 main:574] : INFO : Epoch 1845 | loss: 0.0311214 | val_loss: 0.0311731 | Time: 1642.2 ms
[2022-04-10 12:57:38 main:574] : INFO : Epoch 1846 | loss: 0.0311288 | val_loss: 0.0311754 | Time: 1629.42 ms
[2022-04-10 12:57:39 main:574] : INFO : Epoch 1847 | loss: 0.031131 | val_loss: 0.0311669 | Time: 1633.39 ms
[2022-04-10 12:57:41 main:574] : INFO : Epoch 1848 | loss: 0.0311251 | val_loss: 0.0311687 | Time: 1645.21 ms
[2022-04-10 12:57:42 main:574] : INFO : Epoch 1849 | loss: 0.0311311 | val_loss: 0.0311661 | Time: 1637.51 ms
[2022-04-10 12:57:44 main:574] : INFO : Epoch 1850 | loss: 0.0311334 | val_loss: 0.031174 | Time: 1642.83 ms
[2022-04-10 12:57:46 main:574] : INFO : Epoch 1851 | loss: 0.0311344 | val_loss: 0.0311676 | Time: 1638.26 ms
[2022-04-10 12:57:47 main:574] : INFO : Epoch 1852 | loss: 0.0311262 | val_loss: 0.031169 | Time: 1647.57 ms
[2022-04-10 12:57:49 main:574] : INFO : Epoch 1853 | loss: 0.031125 | val_loss: 0.0311727 | Time: 1638.63 ms
[2022-04-10 12:57:51 main:574] : INFO : Epoch 1854 | loss: 0.0311271 | val_loss: 0.0311718 | Time: 1638.33 ms
[2022-04-10 12:57:52 main:574] : INFO : Epoch 1855 | loss: 0.0311273 | val_loss: 0.0311703 | Time: 1645.48 ms
[2022-04-10 12:57:54 main:574] : INFO : Epoch 1856 | loss: 0.0311245 | val_loss: 0.0311763 | Time: 1629.74 ms
[2022-04-10 12:57:56 main:574] : INFO : Epoch 1857 | loss: 0.0311235 | val_loss: 0.0311732 | Time: 1637.67 ms
[2022-04-10 12:57:57 main:574] : INFO : Epoch 1858 | loss: 0.0311296 | val_loss: 0.0311723 | Time: 1634.42 ms
[2022-04-10 12:57:59 main:574] : INFO : Epoch 1859 | loss: 0.0311304 | val_loss: 0.0311681 | Time: 1636.92 ms
[2022-04-10 12:58:01 main:574] : INFO : Epoch 1860 | loss: 0.0311272 | val_loss: 0.0311696 | Time: 1652.61 ms
[2022-04-10 12:58:02 main:574] : INFO : Epoch 1861 | loss: 0.0311275 | val_loss: 0.0311653 | Time: 1647.21 ms
[2022-04-10 12:58:04 main:574] : INFO : Epoch 1862 | loss: 0.0311248 | val_loss: 0.0311692 | Time: 1653.04 ms
[2022-04-10 12:58:05 main:574] : INFO : Epoch 1863 | loss: 0.0311235 | val_loss: 0.0311689 | Time: 1639.07 ms
[2022-04-10 12:58:07 main:574] : INFO : Epoch 1864 | loss: 0.0311234 | val_loss: 0.0311738 | Time: 1649.66 ms
[2022-04-10 12:58:09 main:574] : INFO : Epoch 1865 | loss: 0.0311243 | val_loss: 0.0311708 | Time: 1644.9 ms
[2022-04-10 12:58:10 main:574] : INFO : Epoch 1866 | loss: 0.0311226 | val_loss: 0.0311677 | Time: 1629.72 ms
[2022-04-10 12:58:12 main:574] : INFO : Epoch 1867 | loss: 0.0311186 | val_loss: 0.0311788 | Time: 1635.37 ms
[2022-04-10 12:58:14 main:574] : INFO : Epoch 1868 | loss: 0.0311188 | val_loss: 0.0311663 | Time: 1630.21 ms
[2022-04-10 12:58:15 main:574] : INFO : Epoch 1869 | loss: 0.0311213 | val_loss: 0.0311699 | Time: 1637.87 ms
[2022-04-10 12:58:17 main:574] : INFO : Epoch 1870 | loss: 0.0311227 | val_loss: 0.0311785 | Time: 1638.22 ms
[2022-04-10 12:58:19 main:574] : INFO : Epoch 1871 | loss: 0.0311222 | val_loss: 0.0311707 | Time: 1640.12 ms
[2022-04-10 12:58:20 main:574] : INFO : Epoch 1872 | loss: 0.0311239 | val_loss: 0.0311642 | Time: 1648.59 ms
[2022-04-10 12:58:22 main:574] : INFO : Epoch 1873 | loss: 0.0311229 | val_loss: 0.0311701 | Time: 1634.95 ms
[2022-04-10 12:58:24 main:574] : INFO : Epoch 1874 | loss: 0.0311191 | val_loss: 0.0311701 | Time: 1644.63 ms
[2022-04-10 12:58:25 main:574] : INFO : Epoch 1875 | loss: 0.0311194 | val_loss: 0.0311675 | Time: 1631.84 ms
[2022-04-10 12:58:27 main:574] : INFO : Epoch 1876 | loss: 0.0311192 | val_loss: 0.0311717 | Time: 1639.71 ms
[2022-04-10 12:58:28 main:574] : INFO : Epoch 1877 | loss: 0.0311188 | val_loss: 0.0311691 | Time: 1634.31 ms
[2022-04-10 12:58:30 main:574] : INFO : Epoch 1878 | loss: 0.0311202 | val_loss: 0.0311689 | Time: 1635.33 ms
[2022-04-10 12:58:32 main:574] : INFO : Epoch 1879 | loss: 0.0311255 | val_loss: 0.0311679 | Time: 1638.57 ms
[2022-04-10 12:58:33 main:574] : INFO : Epoch 1880 | loss: 0.031122 | val_loss: 0.0311689 | Time: 1633.93 ms
[2022-04-10 12:58:35 main:574] : INFO : Epoch 1881 | loss: 0.0311215 | val_loss: 0.0311685 | Time: 1642.81 ms
[2022-04-10 12:58:37 main:574] : INFO : Epoch 1882 | loss: 0.031121 | val_loss: 0.0311748 | Time: 1641.42 ms
[2022-04-10 12:58:38 main:574] : INFO : Epoch 1883 | loss: 0.0311199 | val_loss: 0.0311656 | Time: 1637.81 ms
[2022-04-10 12:58:40 main:574] : INFO : Epoch 1884 | loss: 0.0311197 | val_loss: 0.0311732 | Time: 1624.78 ms
[2022-04-10 12:58:42 main:574] : INFO : Epoch 1885 | loss: 0.0311198 | val_loss: 0.0311685 | Time: 1649.03 ms
[2022-04-10 12:58:43 main:574] : INFO : Epoch 1886 | loss: 0.0311204 | val_loss: 0.0311761 | Time: 1646.39 ms
[2022-04-10 12:58:45 main:574] : INFO : Epoch 1887 | loss: 0.0311217 | val_loss: 0.0311674 | Time: 1628.71 ms
[2022-04-10 12:58:47 main:574] : INFO : Epoch 1888 | loss: 0.0311201 | val_loss: 0.0311645 | Time: 1640.31 ms
[2022-04-10 12:58:48 main:574] : INFO : Epoch 1889 | loss: 0.0311245 | val_loss: 0.0311765 | Time: 1635.28 ms
[2022-04-10 12:58:50 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311683 | Time: 1636.03 ms
[2022-04-10 12:58:52 main:574] : INFO : Epoch 1891 | loss: 0.0311271 | val_loss: 0.031165 | Time: 1640.97 ms
[2022-04-10 12:58:53 main:574] : INFO : Epoch 1892 | loss: 0.0311253 | val_loss: 0.0311665 | Time: 1643.29 ms
[2022-04-10 12:58:55 main:574] : INFO : Epoch 1893 | loss: 0.0311214 | val_loss: 0.0311639 | Time: 1633.86 ms
[2022-04-10 12:58:56 main:574] : INFO : Epoch 1894 | loss: 0.0311248 | val_loss: 0.0311724 | Time: 1650.16 ms
[2022-04-10 12:58:58 main:574] : INFO : Epoch 1895 | loss: 0.0311274 | val_loss: 0.0311715 | Time: 1630.15 ms
[2022-04-10 12:59:00 main:574] : INFO : Epoch 1896 | loss: 0.0311318 | val_loss: 0.0311663 | Time: 1648.82 ms
[2022-04-10 12:59:01 main:574] : INFO : Epoch 1897 | loss: 0.0311399 | val_loss: 0.0311788 | Time: 1635.35 ms
[2022-04-10 12:59:03 main:574] : INFO : Epoch 1898 | loss: 0.0311432 | val_loss: 0.0311647 | Time: 1637.43 ms
[2022-04-10 12:59:05 main:574] : INFO : Epoch 1899 | loss: 0.0311352 | val_loss: 0.0311613 | Time: 1640.05 ms
[2022-04-10 12:59:06 main:574] : INFO : Epoch 1900 | loss: 0.0311334 | val_loss: 0.0311657 | Time: 1626.68 ms
[2022-04-10 12:59:08 main:574] : INFO : Epoch 1901 | loss: 0.031133 | val_loss: 0.0311663 | Time: 1629.88 ms
[2022-04-10 12:59:10 main:574] : INFO : Epoch 1902 | loss: 0.031129 | val_loss: 0.0311686 | Time: 1632.57 ms
[2022-04-10 12:59:11 main:574] : INFO : Epoch 1903 | loss: 0.0311293 | val_loss: 0.0311722 | Time: 1638.72 ms
[2022-04-10 12:59:13 main:574] : INFO : Epoch 1904 | loss: 0.031127 | val_loss: 0.031174 | Time: 1635.01 ms
[2022-04-10 12:59:15 main:574] : INFO : Epoch 1905 | loss: 0.0311222 | val_loss: 0.0311663 | Time: 1641.27 ms
[2022-04-10 12:59:16 main:574] : INFO : Epoch 1906 | loss: 0.0311218 | val_loss: 0.031172 | Time: 1642.05 ms
[2022-04-10 12:59:18 main:574] : INFO : Epoch 1907 | loss: 0.0311223 | val_loss: 0.0311697 | Time: 1643.24 ms
[2022-04-10 12:59:19 main:574] : INFO : Epoch 1908 | loss: 0.0311221 | val_loss: 0.0311659 | Time: 1647.04 ms
[2022-04-10 12:59:21 main:574] : INFO : Epoch 1909 | loss: 0.0311184 | val_loss: 0.0311708 | Time: 1639.39 ms
[2022-04-10 12:59:23 main:574] : INFO : Epoch 1910 | loss: 0.0311206 | val_loss: 0.0311636 | Time: 1643.53 ms
[2022-04-10 12:59:24 main:574] : INFO : Epoch 1911 | loss: 0.0311219 | val_loss: 0.0311717 | Time: 1645.65 ms
[2022-04-10 12:59:26 main:574] : INFO : Epoch 1912 | loss: 0.0311266 | val_loss: 0.0311667 | Time: 1645.77 ms
[2022-04-10 12:59:28 main:574] : INFO : Epoch 1913 | loss: 0.0311236 | val_loss: 0.0311709 | Time: 1648.78 ms
[2022-04-10 12:59:29 main:574] : INFO : Epoch 1914 | loss: 0.0311216 | val_loss: 0.0311638 | Time: 1647.78 ms
[2022-04-10 12:59:31 main:574] : INFO : Epoch 1915 | loss: 0.0311232 | val_loss: 0.0311709 | Time: 1645.37 ms
[2022-04-10 12:59:33 main:574] : INFO : Epoch 1916 | loss: 0.031121 | val_loss: 0.0311639 | Time: 1632.82 ms
[2022-04-10 12:59:34 main:574] : INFO : Epoch 1917 | loss: 0.0311189 | val_loss: 0.0311767 | Time: 1643.05 ms
[2022-04-10 12:59:36 main:574] : INFO : Epoch 1918 | loss: 0.0311168 | val_loss: 0.0311617 | Time: 1639.4 ms
[2022-04-10 12:59:38 main:574] : INFO : Epoch 1919 | loss: 0.0311195 | val_loss: 0.0311616 | Time: 1652.19 ms
[2022-04-10 12:59:39 main:574] : INFO : Epoch 1920 | loss: 0.0311234 | val_loss: 0.0311802 | Time: 1639.69 ms
[2022-04-10 12:59:41 main:574] : INFO : Epoch 1921 | loss: 0.031118 | val_loss: 0.0311665 | Time: 1629.45 ms
[2022-04-10 12:59:43 main:574] : INFO : Epoch 1922 | loss: 0.0311178 | val_loss: 0.0311679 | Time: 1643.29 ms
[2022-04-10 12:59:44 main:574] : INFO : Epoch 1923 | loss: 0.0311151 | val_loss: 0.0311652 | Time: 1644.72 ms
[2022-04-10 12:59:46 main:574] : INFO : Epoch 1924 | loss: 0.0311165 | val_loss: 0.0311697 | Time: 1646.33 ms
[2022-04-10 12:59:47 main:574] : INFO : Epoch 1925 | loss: 0.0311203 | val_loss: 0.0311645 | Time: 1644.49 ms
[2022-04-10 12:59:49 main:574] : INFO : Epoch 1926 | loss: 0.0311202 | val_loss: 0.0311672 | Time: 1634.61 ms
[2022-04-10 13:00:01 main:574] : INFO : Epoch 1927 | loss: 0.0311213 | val_loss: 0.0311649 | Time: 12026.4 ms
[2022-04-10 13:00:03 main:574] : INFO : Epoch 1928 | loss: 0.0311221 | val_loss: 0.0311626 | Time: 1641.5 ms
[2022-04-10 13:00:04 main:574] : INFO : Epoch 1929 | loss: 0.03112 | val_loss: 0.0311666 | Time: 1625.03 ms
[2022-04-10 13:00:06 main:574] : INFO : Epoch 1930 | loss: 0.031117 | val_loss: 0.031162 | Time: 1636.59 ms
[2022-04-10 13:00:08 main:574] : INFO : Epoch 1931 | loss: 0.0311136 | val_loss: 0.0311743 | Time: 1640.65 ms
[2022-04-10 13:00:09 main:574] : INFO : Epoch 1932 | loss: 0.0311165 | val_loss: 0.0311592 | Time: 1642.48 ms
[2022-04-10 13:00:11 main:574] : INFO : Epoch 1933 | loss: 0.0311193 | val_loss: 0.0311687 | Time: 1657.14 ms
[2022-04-10 13:00:13 main:574] : INFO : Epoch 1934 | loss: 0.0311191 | val_loss: 0.0311683 | Time: 1636.49 ms
[2022-04-10 13:00:14 main:574] : INFO : Epoch 1935 | loss: 0.0311219 | val_loss: 0.031168 | Time: 1650.7 ms
[2022-04-10 13:00:16 main:574] : INFO : Epoch 1936 | loss: 0.0311225 | val_loss: 0.0311674 | Time: 1639.29 ms
[2022-04-10 13:00:18 main:574] : INFO : Epoch 1937 | loss: 0.0311263 | val_loss: 0.0311657 | Time: 1638.19 ms
[2022-04-10 13:00:19 main:574] : INFO : Epoch 1938 | loss: 0.0311256 | val_loss: 0.0311619 | Time: 1638.79 ms
[2022-04-10 13:00:21 main:574] : INFO : Epoch 1939 | loss: 0.0311265 | val_loss: 0.0311644 | Time: 1636.97 ms
[2022-04-10 13:00:23 main:574] : INFO : Epoch 1940 | loss: 0.0311262 | val_loss: 0.0311576 | Time: 1641.37 ms
[2022-04-10 13:00:24 main:574] : INFO : Epoch 1941 | loss: 0.0311248 | val_loss: 0.0311617 | Time: 1640.14 ms
[2022-04-10 13:00:26 main:574] : INFO : Epoch 1942 | loss: 0.0311206 | val_loss: 0.0311571 | Time: 1637.49 ms
[2022-04-10 13:00:27 main:574] : INFO : Epoch 1943 | loss: 0.0311256 | val_loss: 0.0311625 | Time: 1631.65 ms
[2022-04-10 13:00:29 main:574] : INFO : Epoch 1944 | loss: 0.0311235 | val_loss: 0.0311615 | Time: 1638.7 ms
[2022-04-10 13:00:31 main:574] : INFO : Epoch 1945 | loss: 0.0311213 | val_loss: 0.0311659 | Time: 1629.99 ms
[2022-04-10 13:00:32 main:574] : INFO : Epoch 1946 | loss: 0.0311198 | val_loss: 0.0311643 | Time: 1633.5 ms
[2022-04-10 13:00:34 main:574] : INFO : Epoch 1947 | loss: 0.0311238 | val_loss: 0.0311618 | Time: 1637.43 ms
[2022-04-10 13:00:36 main:574] : INFO : Epoch 1948 | loss: 0.0311258 | val_loss: 0.0311625 | Time: 1633.95 ms
[2022-04-10 13:00:37 main:574] : INFO : Epoch 1949 | loss: 0.031129 | val_loss: 0.0311702 | Time: 1635.24 ms
[2022-04-10 13:00:39 main:574] : INFO : Epoch 1950 | loss: 0.0311253 | val_loss: 0.0311586 | Time: 1632.87 ms
[2022-04-10 13:00:41 main:574] : INFO : Epoch 1951 | loss: 0.031122 | val_loss: 0.0311588 | Time: 1651.27 ms
[2022-04-10 13:00:42 main:574] : INFO : Epoch 1952 | loss: 0.0311173 | val_loss: 0.0311591 | Time: 1645.08 ms
[2022-04-10 13:00:44 main:574] : INFO : Epoch 1953 | loss: 0.0311159 | val_loss: 0.0311617 | Time: 1635.42 ms
[2022-04-10 13:00:46 main:574] : INFO : Epoch 1954 | loss: 0.0311162 | val_loss: 0.0311577 | Time: 1641.2 ms
[2022-04-10 13:00:47 main:574] : INFO : Epoch 1955 | loss: 0.0311158 | val_loss: 0.0311587 | Time: 1631.3 ms
[2022-04-10 13:00:49 main:574] : INFO : Epoch 1956 | loss: 0.0311205 | val_loss: 0.0311611 | Time: 1636.42 ms
[2022-04-10 13:00:50 main:574] : INFO : Epoch 1957 | loss: 0.031125 | val_loss: 0.0311562 | Time: 1637.34 ms
[2022-04-10 13:01:03 main:574] : INFO : Epoch 1958 | loss: 0.0311242 | val_loss: 0.0311613 | Time: 12070.5 ms
[2022-04-10 13:01:04 main:574] : INFO : Epoch 1959 | loss: 0.0311256 | val_loss: 0.0311541 | Time: 1625.28 ms
[2022-04-10 13:01:06 main:574] : INFO : Epoch 1960 | loss: 0.0311259 | val_loss: 0.0311604 | Time: 1631.58 ms
[2022-04-10 13:01:07 main:574] : INFO : Epoch 1961 | loss: 0.0311249 | val_loss: 0.031157 | Time: 1631.23 ms
[2022-04-10 13:01:09 main:574] : INFO : Epoch 1962 | loss: 0.0311237 | val_loss: 0.0311636 | Time: 1637.77 ms
[2022-04-10 13:01:11 main:574] : INFO : Epoch 1963 | loss: 0.0311232 | val_loss: 0.0311664 | Time: 1639.34 ms
[2022-04-10 13:01:12 main:574] : INFO : Epoch 1964 | loss: 0.0311199 | val_loss: 0.0311619 | Time: 1638.44 ms
[2022-04-10 13:01:14 main:574] : INFO : Epoch 1965 | loss: 0.0311168 | val_loss: 0.0311588 | Time: 1630.94 ms
[2022-04-10 13:01:16 main:574] : INFO : Epoch 1966 | loss: 0.031115 | val_loss: 0.0311585 | Time: 1632.25 ms
[2022-04-10 13:01:17 main:574] : INFO : Epoch 1967 | loss: 0.0311162 | val_loss: 0.0311594 | Time: 1642.02 ms
[2022-04-10 13:01:19 main:574] : INFO : Epoch 1968 | loss: 0.0311158 | val_loss: 0.0311657 | Time: 1632.43 ms
[2022-04-10 13:01:21 main:574] : INFO : Epoch 1969 | loss: 0.0311172 | val_loss: 0.0311569 | Time: 1631.65 ms
[2022-04-10 13:01:22 main:574] : INFO : Epoch 1970 | loss: 0.0311164 | val_loss: 0.0311628 | Time: 1642.07 ms
[2022-04-10 13:01:24 main:574] : INFO : Epoch 1971 | loss: 0.0311171 | val_loss: 0.0311548 | Time: 1644.36 ms
[2022-04-10 13:01:26 main:574] : INFO : Epoch 1972 | loss: 0.0311164 | val_loss: 0.031171 | Time: 1634.2 ms
[2022-04-10 13:01:27 main:574] : INFO : Epoch 1973 | loss: 0.031122 | val_loss: 0.0311614 | Time: 1642.46 ms
[2022-04-10 13:01:29 main:574] : INFO : Epoch 1974 | loss: 0.0311196 | val_loss: 0.0311611 | Time: 1637.82 ms
[2022-04-10 13:01:30 main:574] : INFO : Epoch 1975 | loss: 0.0311152 | val_loss: 0.0311682 | Time: 1635.37 ms
[2022-04-10 13:01:32 main:574] : INFO : Epoch 1976 | loss: 0.0311204 | val_loss: 0.0311593 | Time: 1637.76 ms
[2022-04-10 13:01:34 main:574] : INFO : Epoch 1977 | loss: 0.0311203 | val_loss: 0.0311589 | Time: 1647.27 ms
[2022-04-10 13:01:35 main:574] : INFO : Epoch 1978 | loss: 0.0311199 | val_loss: 0.0311666 | Time: 1631.28 ms
[2022-04-10 13:01:37 main:574] : INFO : Epoch 1979 | loss: 0.031127 | val_loss: 0.0311583 | Time: 1640.56 ms
[2022-04-10 13:01:39 main:574] : INFO : Epoch 1980 | loss: 0.0311216 | val_loss: 0.0311572 | Time: 1643.92 ms
[2022-04-10 13:01:40 main:574] : INFO : Epoch 1981 | loss: 0.0311229 | val_loss: 0.0311631 | Time: 1631.04 ms
[2022-04-10 13:01:42 main:574] : INFO : Epoch 1982 | loss: 0.0311204 | val_loss: 0.0311596 | Time: 1632.83 ms
[2022-04-10 13:01:44 main:574] : INFO : Epoch 1983 | loss: 0.0311195 | val_loss: 0.0311588 | Time: 1627.15 ms
[2022-04-10 13:01:45 main:574] : INFO : Epoch 1984 | loss: 0.031118 | val_loss: 0.0311558 | Time: 1637.42 ms
[2022-04-10 13:01:47 main:574] : INFO : Epoch 1985 | loss: 0.0311183 | val_loss: 0.0311561 | Time: 1633.49 ms
[2022-04-10 13:01:48 main:574] : INFO : Epoch 1986 | loss: 0.0311174 | val_loss: 0.0311566 | Time: 1638.45 ms
[2022-04-10 13:01:50 main:574] : INFO : Epoch 1987 | loss: 0.0311158 | val_loss: 0.0311652 | Time: 1636.81 ms
[2022-04-10 13:01:52 main:574] : INFO : Epoch 1988 | loss: 0.031119 | val_loss: 0.0311611 | Time: 1641.95 ms
[2022-04-10 13:01:53 main:574] : INFO : Epoch 1989 | loss: 0.0311144 | val_loss: 0.031168 | Time: 1630.34 ms
[2022-04-10 13:01:55 main:574] : INFO : Epoch 1990 | loss: 0.031116 | val_loss: 0.0311603 | Time: 1639.57 ms
[2022-04-10 13:01:57 main:574] : INFO : Epoch 1991 | loss: 0.0311149 | val_loss: 0.0311619 | Time: 1635.02 ms
[2022-04-10 13:01:58 main:574] : INFO : Epoch 1992 | loss: 0.0311192 | val_loss: 0.0311585 | Time: 1639.57 ms
[2022-04-10 13:02:00 main:574] : INFO : Epoch 1993 | loss: 0.0311192 | val_loss: 0.0311612 | Time: 1644.15 ms
[2022-04-10 13:02:02 main:574] : INFO : Epoch 1994 | loss: 0.0311157 | val_loss: 0.0311583 | Time: 1644.37 ms
[2022-04-10 13:02:03 main:574] : INFO : Epoch 1995 | loss: 0.0311155 | val_loss: 0.0311583 | Time: 1635.21 ms
[2022-04-10 13:02:05 main:574] : INFO : Epoch 1996 | loss: 0.031113 | val_loss: 0.0311549 | Time: 1638.97 ms
[2022-04-10 13:02:07 main:574] : INFO : Epoch 1997 | loss: 0.0311161 | val_loss: 0.0311685 | Time: 1635.9 ms
[2022-04-10 13:02:08 main:574] : INFO : Epoch 1998 | loss: 0.0311135 | val_loss: 0.0311644 | Time: 1626.35 ms
[2022-04-10 13:02:10 main:574] : INFO : Epoch 1999 | loss: 0.0311114 | val_loss: 0.0311588 | Time: 1646.09 ms
[2022-04-10 13:02:12 main:574] : INFO : Epoch 2000 | loss: 0.0311139 | val_loss: 0.0311661 | Time: 1643.39 ms
[2022-04-10 13:02:13 main:574] : INFO : Epoch 2001 | loss: 0.0311123 | val_loss: 0.0311624 | Time: 1642.16 ms
[2022-04-10 13:02:15 main:574] : INFO : Epoch 2002 | loss: 0.0311102 | val_loss: 0.0311576 | Time: 1633.24 ms
[2022-04-10 13:02:16 main:574] : INFO : Epoch 2003 | loss: 0.0311156 | val_loss: 0.0311699 | Time: 1645.63 ms
[2022-04-10 13:02:18 main:574] : INFO : Epoch 2004 | loss: 0.0311144 | val_loss: 0.031159 | Time: 1645.41 ms
[2022-04-10 13:02:20 main:574] : INFO : Epoch 2005 | loss: 0.0311105 | val_loss: 0.0311711 | Time: 1641.5 ms
[2022-04-10 13:02:21 main:574] : INFO : Epoch 2006 | loss: 0.0311132 | val_loss: 0.0311658 | Time: 1631.39 ms
[2022-04-10 13:02:23 main:574] : INFO : Epoch 2007 | loss: 0.0311108 | val_loss: 0.0311616 | Time: 1649.94 ms
[2022-04-10 13:02:25 main:574] : INFO : Epoch 2008 | loss: 0.0311197 | val_loss: 0.0311696 | Time: 1645.21 ms
[2022-04-10 13:02:26 main:574] : INFO : Epoch 2009 | loss: 0.0311264 | val_loss: 0.0311554 | Time: 1637.16 ms
[2022-04-10 13:02:28 main:574] : INFO : Epoch 2010 | loss: 0.0311265 | val_loss: 0.0311672 | Time: 1637.43 ms
[2022-04-10 13:02:30 main:574] : INFO : Epoch 2011 | loss: 0.0311239 | val_loss: 0.0311639 | Time: 1631.52 ms
[2022-04-10 13:02:31 main:574] : INFO : Epoch 2012 | loss: 0.0311284 | val_loss: 0.0311658 | Time: 1642.14 ms
[2022-04-10 13:02:33 main:574] : INFO : Epoch 2013 | loss: 0.0311203 | val_loss: 0.0311591 | Time: 1639.84 ms
[2022-04-10 13:02:35 main:574] : INFO : Epoch 2014 | loss: 0.0311207 | val_loss: 0.0311581 | Time: 1627.97 ms
[2022-04-10 13:02:36 main:574] : INFO : Epoch 2015 | loss: 0.0311203 | val_loss: 0.0311602 | Time: 1626.82 ms
[2022-04-10 13:02:38 main:574] : INFO : Epoch 2016 | loss: 0.0311188 | val_loss: 0.0311602 | Time: 1642.9 ms
[2022-04-10 13:02:39 main:574] : INFO : Epoch 2017 | loss: 0.0311187 | val_loss: 0.0311636 | Time: 1625.26 ms
[2022-04-10 13:02:41 main:574] : INFO : Epoch 2018 | loss: 0.0311194 | val_loss: 0.0311593 | Time: 1639.43 ms
[2022-04-10 13:02:43 main:574] : INFO : Epoch 2019 | loss: 0.0311189 | val_loss: 0.0311595 | Time: 1648.76 ms
[2022-04-10 13:02:44 main:574] : INFO : Epoch 2020 | loss: 0.0311198 | val_loss: 0.0311706 | Time: 1624.39 ms
[2022-04-10 13:02:46 main:574] : INFO : Epoch 2021 | loss: 0.0311211 | val_loss: 0.0311627 | Time: 1648.75 ms
[2022-04-10 13:02:48 main:574] : INFO : Epoch 2022 | loss: 0.0311154 | val_loss: 0.0311655 | Time: 1639.57 ms
[2022-04-10 13:02:49 main:574] : INFO : Epoch 2023 | loss: 0.0311109 | val_loss: 0.031163 | Time: 1634.6 ms
[2022-04-10 13:02:51 main:574] : INFO : Epoch 2024 | loss: 0.0311155 | val_loss: 0.031164 | Time: 1647.16 ms
[2022-04-10 13:02:53 main:574] : INFO : Epoch 2025 | loss: 0.0311244 | val_loss: 0.0311604 | Time: 1625.1 ms
[2022-04-10 13:02:54 main:574] : INFO : Epoch 2026 | loss: 0.0311286 | val_loss: 0.0311612 | Time: 1640.16 ms
[2022-04-10 13:02:56 main:574] : INFO : Epoch 2027 | loss: 0.0311285 | val_loss: 0.0311549 | Time: 1632.57 ms
[2022-04-10 13:02:58 main:574] : INFO : Epoch 2028 | loss: 0.0311194 | val_loss: 0.0311596 | Time: 1720.92 ms
[2022-04-10 13:02:59 main:574] : INFO : Epoch 2029 | loss: 0.0311191 | val_loss: 0.0311584 | Time: 1660.33 ms
[2022-04-10 13:03:01 main:574] : INFO : Epoch 2030 | loss: 0.0311182 | val_loss: 0.0311551 | Time: 1645.38 ms
[2022-04-10 13:03:03 main:574] : INFO : Epoch 2031 | loss: 0.0311164 | val_loss: 0.0311562 | Time: 1629.89 ms
[2022-04-10 13:03:04 main:574] : INFO : Epoch 2032 | loss: 0.0311165 | val_loss: 0.0311654 | Time: 1640.63 ms
[2022-04-10 13:03:06 main:574] : INFO : Epoch 2033 | loss: 0.0311143 | val_loss: 0.0311623 | Time: 1633.38 ms
[2022-04-10 13:03:07 main:574] : INFO : Epoch 2034 | loss: 0.0311129 | val_loss: 0.0311631 | Time: 1637.51 ms
[2022-04-10 13:03:09 main:574] : INFO : Epoch 2035 | loss: 0.0311117 | val_loss: 0.031164 | Time: 1648.2 ms
[2022-04-10 13:03:11 main:574] : INFO : Epoch 2036 | loss: 0.031114 | val_loss: 0.0311584 | Time: 1637.55 ms
[2022-04-10 13:03:12 main:574] : INFO : Epoch 2037 | loss: 0.0311145 | val_loss: 0.0311667 | Time: 1630.04 ms
[2022-04-10 13:03:14 main:574] : INFO : Epoch 2038 | loss: 0.031112 | val_loss: 0.0311578 | Time: 1631.74 ms
[2022-04-10 13:03:16 main:574] : INFO : Epoch 2039 | loss: 0.0311105 | val_loss: 0.0311638 | Time: 1632.63 ms
[2022-04-10 13:03:17 main:574] : INFO : Epoch 2040 | loss: 0.031111 | val_loss: 0.0311694 | Time: 1644.49 ms
[2022-04-10 13:03:19 main:574] : INFO : Epoch 2041 | loss: 0.031107 | val_loss: 0.0311633 | Time: 1632.69 ms
[2022-04-10 13:03:21 main:574] : INFO : Epoch 2042 | loss: 0.0311079 | val_loss: 0.0311656 | Time: 1633.08 ms
[2022-04-10 13:03:22 main:574] : INFO : Epoch 2043 | loss: 0.0311125 | val_loss: 0.0311578 | Time: 1651.42 ms
[2022-04-10 13:03:24 main:574] : INFO : Epoch 2044 | loss: 0.0311112 | val_loss: 0.0311577 | Time: 1635.68 ms
[2022-04-10 13:03:26 main:574] : INFO : Epoch 2045 | loss: 0.0311114 | val_loss: 0.0311661 | Time: 1628.4 ms
[2022-04-10 13:03:27 main:574] : INFO : Epoch 2046 | loss: 0.0311085 | val_loss: 0.0311595 | Time: 1629.52 ms
[2022-04-10 13:03:29 main:574] : INFO : Epoch 2047 | loss: 0.0311082 | val_loss: 0.0311613 | Time: 1639.85 ms
[2022-04-10 13:03:30 main:574] : INFO : Epoch 2048 | loss: 0.0311095 | val_loss: 0.0311609 | Time: 1647.08 ms
[2022-04-10 13:03:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311609
[2022-04-10 13:03:31 main:603] : INFO : Saving end state to config to file
[2022-04-10 13:03:31 main:608] : INFO : Success, exiting..
13:03:31 (38372): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)