Task 14552244
| Name | ParityModified-1647045872-2390-3-0_0 |
| Workunit | 11576244 |
| Created | 9 Apr 2022, 2:47:23 UTC |
| Sent | 10 Apr 2022, 15:55:35 UTC |
| Report deadline | 18 Apr 2022, 15:55:35 UTC |
| Received | 11 Apr 2022, 17:46:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 3 sec |
| CPU time | 55 min 48 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> ain:574] : INFO : Epoch 1542 | loss: 0.0311457 | val_loss: 0.0311643 | Time: 1642.87 ms [2022-04-11 19:32:31 main:574] : INFO : Epoch 1543 | loss: 0.0311461 | val_loss: 0.031169 | Time: 1627.44 ms [2022-04-11 19:32:32 main:574] : INFO : Epoch 1544 | loss: 0.0311532 | val_loss: 0.0311671 | Time: 1634.16 ms [2022-04-11 19:32:34 main:574] : INFO : Epoch 1545 | loss: 0.0311487 | val_loss: 0.0311723 | Time: 1648.3 ms [2022-04-11 19:32:36 main:574] : INFO : Epoch 1546 | loss: 0.0311446 | val_loss: 0.0311647 | Time: 1640.42 ms [2022-04-11 19:32:37 main:574] : INFO : Epoch 1547 | loss: 0.0311422 | val_loss: 0.0311618 | Time: 1636.59 ms [2022-04-11 19:32:39 main:574] : INFO : Epoch 1548 | loss: 0.0311456 | val_loss: 0.0311603 | Time: 1653.05 ms [2022-04-11 19:32:40 main:574] : INFO : Epoch 1549 | loss: 0.0311546 | val_loss: 0.0311609 | Time: 1638.11 ms [2022-04-11 19:32:42 main:574] : INFO : Epoch 1550 | loss: 0.0311529 | val_loss: 0.0311639 | Time: 1634.98 ms [2022-04-11 19:32:44 main:574] : INFO : Epoch 1551 | loss: 0.0311495 | val_loss: 0.031165 | Time: 1633.3 ms [2022-04-11 19:32:45 main:574] : INFO : Epoch 1552 | loss: 0.0311491 | val_loss: 0.0311616 | Time: 1641.88 ms [2022-04-11 19:32:47 main:574] : INFO : Epoch 1553 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 1632.56 ms [2022-04-11 19:32:49 main:574] : INFO : Epoch 1554 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 1642.69 ms [2022-04-11 19:32:50 main:574] : INFO : Epoch 1555 | loss: 0.0311472 | val_loss: 0.0311659 | Time: 1637.53 ms [2022-04-11 19:32:52 main:574] : INFO : Epoch 1556 | loss: 0.0311487 | val_loss: 0.0311746 | Time: 1635.47 ms [2022-04-11 19:32:54 main:574] : INFO : Epoch 1557 | loss: 0.0311473 | val_loss: 0.031168 | Time: 1631.93 ms [2022-04-11 19:32:55 main:574] : INFO : Epoch 1558 | loss: 0.0311443 | val_loss: 0.0311641 | Time: 1634.38 ms [2022-04-11 19:32:57 main:574] : INFO : Epoch 1559 | loss: 0.0311433 | val_loss: 0.0311661 | Time: 1636.21 ms [2022-04-11 19:32:59 main:574] : INFO : Epoch 1560 | loss: 0.0311428 | val_loss: 0.0311727 | Time: 1640.53 ms [2022-04-11 19:33:00 main:574] : INFO : Epoch 1561 | loss: 0.0311432 | val_loss: 0.0311644 | Time: 1642.1 ms [2022-04-11 19:33:02 main:574] : INFO : Epoch 1562 | loss: 0.0311433 | val_loss: 0.0311635 | Time: 1634.57 ms [2022-04-11 19:33:03 main:574] : INFO : Epoch 1563 | loss: 0.0311436 | val_loss: 0.0311691 | Time: 1632.99 ms [2022-04-11 19:33:05 main:574] : INFO : Epoch 1564 | loss: 0.0311442 | val_loss: 0.0311664 | Time: 1629.06 ms [2022-04-11 19:33:07 main:574] : INFO : Epoch 1565 | loss: 0.0311419 | val_loss: 0.0311653 | Time: 1635.2 ms [2022-04-11 19:33:08 main:574] : INFO : Epoch 1566 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 1630.49 ms [2022-04-11 19:33:10 main:574] : INFO : Epoch 1567 | loss: 0.0311428 | val_loss: 0.0311642 | Time: 1639 ms [2022-04-11 19:33:12 main:574] : INFO : Epoch 1568 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 1622.73 ms [2022-04-11 19:33:13 main:574] : INFO : Epoch 1569 | loss: 0.0311445 | val_loss: 0.0311669 | Time: 1620.01 ms [2022-04-11 19:33:15 main:574] : INFO : Epoch 1570 | loss: 0.0311437 | val_loss: 0.0311664 | Time: 1626.93 ms [2022-04-11 19:33:17 main:574] : INFO : Epoch 1571 | loss: 0.0311451 | val_loss: 0.0311677 | Time: 1632.99 ms [2022-04-11 19:33:18 main:574] : INFO : Epoch 1572 | loss: 0.0311429 | val_loss: 0.0311699 | Time: 1631.52 ms [2022-04-11 19:33:20 main:574] : INFO : Epoch 1573 | loss: 0.0311436 | val_loss: 0.0311683 | Time: 1638.79 ms [2022-04-11 19:33:21 main:574] : INFO : Epoch 1574 | loss: 0.0311424 | val_loss: 0.0311671 | Time: 1625.49 ms [2022-04-11 19:33:23 main:574] : INFO : Epoch 1575 | loss: 0.0311412 | val_loss: 0.0311697 | Time: 1626.69 ms [2022-04-11 19:33:25 main:574] : INFO : Epoch 1576 | loss: 0.0311415 | val_loss: 0.0311681 | Time: 1639.3 ms [2022-04-11 19:33:26 main:574] : INFO : Epoch 1577 | loss: 0.0311407 | val_loss: 0.0311665 | Time: 1637.23 ms [2022-04-11 19:33:28 main:574] : INFO : Epoch 1578 | loss: 0.031142 | val_loss: 0.0311648 | Time: 1634.59 ms [2022-04-11 19:33:30 main:574] : INFO : Epoch 1579 | loss: 0.0311428 | val_loss: 0.0311709 | Time: 1634.85 ms [2022-04-11 19:33:31 main:574] : INFO : Epoch 1580 | loss: 0.0311426 | val_loss: 0.0311698 | Time: 1620.58 ms [2022-04-11 19:33:33 main:574] : INFO : Epoch 1581 | loss: 0.0311417 | val_loss: 0.0311669 | Time: 1639.13 ms [2022-04-11 19:33:35 main:574] : INFO : Epoch 1582 | loss: 0.0311391 | val_loss: 0.0311717 | Time: 1640.2 ms [2022-04-11 19:33:36 main:574] : INFO : Epoch 1583 | loss: 0.031141 | val_loss: 0.0311698 | Time: 1634.36 ms [2022-04-11 19:33:38 main:574] : INFO : Epoch 1584 | loss: 0.0311414 | val_loss: 0.0311698 | Time: 1635.23 ms [2022-04-11 19:33:40 main:574] : INFO : Epoch 1585 | loss: 0.0311412 | val_loss: 0.031169 | Time: 1623.85 ms [2022-04-11 19:33:41 main:574] : INFO : Epoch 1586 | loss: 0.0311409 | val_loss: 0.0311685 | Time: 1633.58 ms [2022-04-11 19:33:43 main:574] : INFO : Epoch 1587 | loss: 0.0311395 | val_loss: 0.0311653 | Time: 1631.08 ms [2022-04-11 19:33:44 main:574] : INFO : Epoch 1588 | loss: 0.0311389 | val_loss: 0.0311708 | Time: 1635.65 ms [2022-04-11 19:33:46 main:574] : INFO : Epoch 1589 | loss: 0.0311397 | val_loss: 0.0311686 | Time: 1641.48 ms [2022-04-11 19:33:48 main:574] : INFO : Epoch 1590 | loss: 0.0311423 | val_loss: 0.0311677 | Time: 1634.53 ms [2022-04-11 19:33:49 main:574] : INFO : Epoch 1591 | loss: 0.0311412 | val_loss: 0.031169 | Time: 1645.01 ms [2022-04-11 19:33:51 main:574] : INFO : Epoch 1592 | loss: 0.0311398 | val_loss: 0.031169 | Time: 1636.81 ms [2022-04-11 19:33:53 main:574] : INFO : Epoch 1593 | loss: 0.0311385 | val_loss: 0.0311685 | Time: 1636.59 ms [2022-04-11 19:33:54 main:574] : INFO : Epoch 1594 | loss: 0.0311396 | val_loss: 0.0311671 | Time: 1635.92 ms [2022-04-11 19:33:56 main:574] : INFO : Epoch 1595 | loss: 0.0311405 | val_loss: 0.0311647 | Time: 1623.81 ms [2022-04-11 19:33:58 main:574] : INFO : Epoch 1596 | loss: 0.0311441 | val_loss: 0.0311676 | Time: 1627.01 ms [2022-04-11 19:33:59 main:574] : INFO : Epoch 1597 | loss: 0.0311412 | val_loss: 0.0311702 | Time: 1635.49 ms [2022-04-11 19:34:01 main:574] : INFO : Epoch 1598 | loss: 0.0311389 | val_loss: 0.0311638 | Time: 1633.7 ms [2022-04-11 19:34:02 main:574] : INFO : Epoch 1599 | loss: 0.0311371 | val_loss: 0.0311638 | Time: 1635.16 ms [2022-04-11 19:34:04 main:574] : INFO : Epoch 1600 | loss: 0.0311377 | val_loss: 0.0311664 | Time: 1644.63 ms [2022-04-11 19:34:06 main:574] : INFO : Epoch 1601 | loss: 0.0311376 | val_loss: 0.0311631 | Time: 1642.46 ms [2022-04-11 19:34:07 main:574] : INFO : Epoch 1602 | loss: 0.0311382 | val_loss: 0.0311648 | Time: 1642.53 ms [2022-04-11 19:34:09 main:574] : INFO : Epoch 1603 | loss: 0.0311388 | val_loss: 0.0311677 | Time: 1633.62 ms [2022-04-11 19:34:11 main:574] : INFO : Epoch 1604 | loss: 0.0311408 | val_loss: 0.0311707 | Time: 1628.57 ms [2022-04-11 19:34:12 main:574] : INFO : Epoch 1605 | loss: 0.0311427 | val_loss: 0.031167 | Time: 1637.95 ms [2022-04-11 19:34:14 main:574] : INFO : Epoch 1606 | loss: 0.031145 | val_loss: 0.0311673 | Time: 1633.99 ms [2022-04-11 19:34:16 main:574] : INFO : Epoch 1607 | loss: 0.0311451 | val_loss: 0.0311663 | Time: 1642.31 ms [2022-04-11 19:34:17 main:574] : INFO : Epoch 1608 | loss: 0.0311419 | val_loss: 0.0311641 | Time: 1634.12 ms [2022-04-11 19:34:19 main:574] : INFO : Epoch 1609 | loss: 0.0311391 | val_loss: 0.0311667 | Time: 1631.36 ms [2022-04-11 19:34:21 main:574] : INFO : Epoch 1610 | loss: 0.0311421 | val_loss: 0.0311649 | Time: 1628.02 ms [2022-04-11 19:34:22 main:574] : INFO : Epoch 1611 | loss: 0.0311391 | val_loss: 0.0311633 | Time: 1630.72 ms [2022-04-11 19:34:24 main:574] : INFO : Epoch 1612 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 1640.15 ms [2022-04-11 19:34:25 main:574] : INFO : Epoch 1613 | loss: 0.0311401 | val_loss: 0.031168 | Time: 1635.88 ms [2022-04-11 19:34:27 main:574] : INFO : Epoch 1614 | loss: 0.0311396 | val_loss: 0.0311643 | Time: 1630.87 ms [2022-04-11 19:34:29 main:574] : INFO : Epoch 1615 | loss: 0.0311381 | val_loss: 0.0311661 | Time: 1642.32 ms [2022-04-11 19:34:30 main:574] : INFO : Epoch 1616 | loss: 0.0311379 | val_loss: 0.0311638 | Time: 1635.95 ms [2022-04-11 19:34:32 main:574] : INFO : Epoch 1617 | loss: 0.031139 | val_loss: 0.0311641 | Time: 1634.61 ms [2022-04-11 19:34:34 main:574] : INFO : Epoch 1618 | loss: 0.0311428 | val_loss: 0.0311698 | Time: 1625.46 ms [2022-04-11 19:34:35 main:574] : INFO : Epoch 1619 | loss: 0.0311416 | val_loss: 0.0311648 | Time: 1625.96 ms [2022-04-11 19:34:37 main:574] : INFO : Epoch 1620 | loss: 0.0311406 | val_loss: 0.0311645 | Time: 1624.52 ms [2022-04-11 19:34:39 main:574] : INFO : Epoch 1621 | loss: 0.0311455 | val_loss: 0.03117 | Time: 1646.31 ms [2022-04-11 19:34:40 main:574] : INFO : Epoch 1622 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 1628.74 ms [2022-04-11 19:34:42 main:574] : INFO : Epoch 1623 | loss: 0.0311419 | val_loss: 0.0311643 | Time: 1631.73 ms [2022-04-11 19:34:43 main:574] : INFO : Epoch 1624 | loss: 0.0311441 | val_loss: 0.0311671 | Time: 1632.57 ms [2022-04-11 19:34:45 main:574] : INFO : Epoch 1625 | loss: 0.0311455 | val_loss: 0.0311668 | Time: 1635.38 ms [2022-04-11 19:34:47 main:574] : INFO : Epoch 1626 | loss: 0.0311418 | val_loss: 0.0311666 | Time: 1635.41 ms [2022-04-11 19:34:48 main:574] : INFO : Epoch 1627 | loss: 0.0311431 | val_loss: 0.0311667 | Time: 1638.21 ms [2022-04-11 19:34:50 main:574] : INFO : Epoch 1628 | loss: 0.0311414 | val_loss: 0.0311637 | Time: 1630.12 ms [2022-04-11 19:34:52 main:574] : INFO : Epoch 1629 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 1642.25 ms [2022-04-11 19:34:53 main:574] : INFO : Epoch 1630 | loss: 0.0311561 | val_loss: 0.0311762 | Time: 1628.04 ms [2022-04-11 19:34:55 main:574] : INFO : Epoch 1631 | loss: 0.0311468 | val_loss: 0.0311675 | Time: 1627.14 ms [2022-04-11 19:34:57 main:574] : INFO : Epoch 1632 | loss: 0.0311391 | val_loss: 0.0311637 | Time: 1636.85 ms [2022-04-11 19:34:58 main:574] : INFO : Epoch 1633 | loss: 0.0311375 | val_loss: 0.0311692 | Time: 1628.96 ms [2022-04-11 19:35:00 main:574] : INFO : Epoch 1634 | loss: 0.0311371 | val_loss: 0.0311643 | Time: 1641.22 ms [2022-04-11 19:35:02 main:574] : INFO : Epoch 1635 | loss: 0.0311368 | val_loss: 0.0311639 | Time: 1645.56 ms [2022-04-11 19:35:03 main:574] : INFO : Epoch 1636 | loss: 0.0311376 | val_loss: 0.0311641 | Time: 1628.27 ms [2022-04-11 19:35:05 main:574] : INFO : Epoch 1637 | loss: 0.0311372 | val_loss: 0.031164 | Time: 1634.9 ms [2022-04-11 19:35:06 main:574] : INFO : Epoch 1638 | loss: 0.0311358 | val_loss: 0.0311735 | Time: 1627.51 ms [2022-04-11 19:35:08 main:574] : INFO : Epoch 1639 | loss: 0.0311392 | val_loss: 0.0311651 | Time: 1631.35 ms [2022-04-11 19:35:10 main:574] : INFO : Epoch 1640 | loss: 0.0311351 | val_loss: 0.0311641 | Time: 1625.96 ms [2022-04-11 19:35:11 main:574] : INFO : Epoch 1641 | loss: 0.0311361 | val_loss: 0.0311651 | Time: 1635.3 ms [2022-04-11 19:35:13 main:574] : INFO : Epoch 1642 | loss: 0.0311361 | val_loss: 0.0311654 | Time: 1631.62 ms [2022-04-11 19:35:15 main:574] : INFO : Epoch 1643 | loss: 0.0311352 | val_loss: 0.0311642 | Time: 1636.73 ms [2022-04-11 19:35:16 main:574] : INFO : Epoch 1644 | loss: 0.0311386 | val_loss: 0.0311658 | Time: 1640.48 ms [2022-04-11 19:35:18 main:574] : INFO : Epoch 1645 | loss: 0.0311402 | val_loss: 0.0311671 | Time: 1639.15 ms [2022-04-11 19:35:20 main:574] : INFO : Epoch 1646 | loss: 0.0311382 | val_loss: 0.0311641 | Time: 1635.84 ms [2022-04-11 19:35:21 main:574] : INFO : Epoch 1647 | loss: 0.031137 | val_loss: 0.0311658 | Time: 1635.64 ms [2022-04-11 19:35:23 main:574] : INFO : Epoch 1648 | loss: 0.0311424 | val_loss: 0.0311639 | Time: 1627.42 ms [2022-04-11 19:35:24 main:574] : INFO : Epoch 1649 | loss: 0.0311429 | val_loss: 0.0311671 | Time: 1630.85 ms [2022-04-11 19:35:26 main:574] : INFO : Epoch 1650 | loss: 0.0311408 | val_loss: 0.0311629 | Time: 1632.8 ms [2022-04-11 19:35:28 main:574] : INFO : Epoch 1651 | loss: 0.03114 | val_loss: 0.0311669 | Time: 1625.74 ms [2022-04-11 19:35:29 main:574] : INFO : Epoch 1652 | loss: 0.0311428 | val_loss: 0.0311632 | Time: 1628.61 ms [2022-04-11 19:35:31 main:574] : INFO : Epoch 1653 | loss: 0.0311447 | val_loss: 0.0311606 | Time: 1632.98 ms [2022-04-11 19:35:33 main:574] : INFO : Epoch 1654 | loss: 0.031142 | val_loss: 0.0311658 | Time: 1634.92 ms [2022-04-11 19:35:34 main:574] : INFO : Epoch 1655 | loss: 0.0311409 | val_loss: 0.0311615 | Time: 1627.23 ms [2022-04-11 19:35:36 main:574] : INFO : Epoch 1656 | loss: 0.0311399 | val_loss: 0.031165 | Time: 1627.83 ms [2022-04-11 19:35:38 main:574] : INFO : Epoch 1657 | loss: 0.0311388 | val_loss: 0.0311635 | Time: 1628.84 ms [2022-04-11 19:35:39 main:574] : INFO : Epoch 1658 | loss: 0.03114 | val_loss: 0.0311666 | Time: 1621.64 ms [2022-04-11 19:35:41 main:574] : INFO : Epoch 1659 | loss: 0.0311395 | val_loss: 0.0311674 | Time: 1638.1 ms [2022-04-11 19:35:42 main:574] : INFO : Epoch 1660 | loss: 0.0311409 | val_loss: 0.0311636 | Time: 1646.84 ms [2022-04-11 19:35:44 main:574] : INFO : Epoch 1661 | loss: 0.0311378 | val_loss: 0.0311655 | Time: 1638.46 ms [2022-04-11 19:35:46 main:574] : INFO : Epoch 1662 | loss: 0.0311369 | val_loss: 0.031164 | Time: 1641.78 ms [2022-04-11 19:35:47 main:574] : INFO : Epoch 1663 | loss: 0.03114 | val_loss: 0.0311685 | Time: 1640.45 ms [2022-04-11 19:35:49 main:574] : INFO : Epoch 1664 | loss: 0.0311408 | val_loss: 0.0311657 | Time: 1634.66 ms [2022-04-11 19:35:51 main:574] : INFO : Epoch 1665 | loss: 0.0311387 | val_loss: 0.0311695 | Time: 1629.68 ms [2022-04-11 19:35:52 main:574] : INFO : Epoch 1666 | loss: 0.0311384 | val_loss: 0.0311769 | Time: 1632.73 ms [2022-04-11 19:35:54 main:574] : INFO : Epoch 1667 | loss: 0.0311405 | val_loss: 0.0311685 | Time: 1621.4 ms [2022-04-11 19:35:56 main:574] : INFO : Epoch 1668 | loss: 0.031139 | val_loss: 0.0311696 | Time: 1632.52 ms [2022-04-11 19:35:57 main:574] : INFO : Epoch 1669 | loss: 0.0311414 | val_loss: 0.0311702 | Time: 1633.55 ms [2022-04-11 19:35:59 main:574] : INFO : Epoch 1670 | loss: 0.0311385 | val_loss: 0.0311621 | Time: 1635.98 ms [2022-04-11 19:36:01 main:574] : INFO : Epoch 1671 | loss: 0.0311407 | val_loss: 0.0311674 | Time: 1644.8 ms [2022-04-11 19:36:02 main:574] : INFO : Epoch 1672 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 1623.86 ms [2022-04-11 19:36:04 main:574] : INFO : Epoch 1673 | loss: 0.0311425 | val_loss: 0.0311646 | Time: 1639.77 ms [2022-04-11 19:36:05 main:574] : INFO : Epoch 1674 | loss: 0.0311408 | val_loss: 0.0311633 | Time: 1639.59 ms [2022-04-11 19:36:07 main:574] : INFO : Epoch 1675 | loss: 0.0311395 | val_loss: 0.0311654 | Time: 1635.41 ms [2022-04-11 19:36:09 main:574] : INFO : Epoch 1676 | loss: 0.0311396 | val_loss: 0.0311666 | Time: 1634.53 ms [2022-04-11 19:36:10 main:574] : INFO : Epoch 1677 | loss: 0.0311414 | val_loss: 0.0311653 | Time: 1632.24 ms [2022-04-11 19:36:12 main:574] : INFO : Epoch 1678 | loss: 0.0311419 | val_loss: 0.0311638 | Time: 1638.18 ms [2022-04-11 19:36:14 main:574] : INFO : Epoch 1679 | loss: 0.0311409 | val_loss: 0.0311671 | Time: 1635.1 ms [2022-04-11 19:36:15 main:574] : INFO : Epoch 1680 | loss: 0.0311426 | val_loss: 0.0311641 | Time: 1640.7 ms [2022-04-11 19:36:17 main:574] : INFO : Epoch 1681 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 1630.34 ms [2022-04-11 19:36:19 main:574] : INFO : Epoch 1682 | loss: 0.0311415 | val_loss: 0.0311636 | Time: 1630.05 ms [2022-04-11 19:36:20 main:574] : INFO : Epoch 1683 | loss: 0.0311419 | val_loss: 0.0311627 | Time: 1641.8 ms [2022-04-11 19:36:22 main:574] : INFO : Epoch 1684 | loss: 0.0311433 | val_loss: 0.0311708 | Time: 1632.48 ms [2022-04-11 19:36:23 main:574] : INFO : Epoch 1685 | loss: 0.0311414 | val_loss: 0.0311652 | Time: 1633.03 ms [2022-04-11 19:36:25 main:574] : INFO : Epoch 1686 | loss: 0.0311416 | val_loss: 0.0311673 | Time: 1628.99 ms [2022-04-11 19:36:27 main:574] : INFO : Epoch 1687 | loss: 0.03114 | val_loss: 0.0311653 | Time: 1638.35 ms [2022-04-11 19:36:28 main:574] : INFO : Epoch 1688 | loss: 0.0311405 | val_loss: 0.0311627 | Time: 1637.57 ms [2022-04-11 19:36:30 main:574] : INFO : Epoch 1689 | loss: 0.031139 | val_loss: 0.0311621 | Time: 1629.87 ms [2022-04-11 19:36:32 main:574] : INFO : Epoch 1690 | loss: 0.0311403 | val_loss: 0.031171 | Time: 1639.71 ms [2022-04-11 19:36:33 main:574] : INFO : Epoch 1691 | loss: 0.0311412 | val_loss: 0.0311605 | Time: 1628.72 ms [2022-04-11 19:36:35 main:574] : INFO : Epoch 1692 | loss: 0.0311382 | val_loss: 0.0311634 | Time: 1630.66 ms [2022-04-11 19:36:37 main:574] : INFO : Epoch 1693 | loss: 0.0311362 | val_loss: 0.0311646 | Time: 1637.64 ms [2022-04-11 19:36:38 main:574] : INFO : Epoch 1694 | loss: 0.0311373 | val_loss: 0.0311655 | Time: 1633.85 ms [2022-04-11 19:36:40 main:574] : INFO : Epoch 1695 | loss: 0.0311367 | val_loss: 0.0311645 | Time: 1632.22 ms [2022-04-11 19:36:42 main:574] : INFO : Epoch 1696 | loss: 0.0311382 | val_loss: 0.0311635 | Time: 1636.92 ms [2022-04-11 19:36:43 main:574] : INFO : Epoch 1697 | loss: 0.0311404 | val_loss: 0.0311695 | Time: 1631.54 ms [2022-04-11 19:36:45 main:574] : INFO : Epoch 1698 | loss: 0.031144 | val_loss: 0.0311629 | Time: 1629.88 ms [2022-04-11 19:36:46 main:574] : INFO : Epoch 1699 | loss: 0.0311529 | val_loss: 0.0311667 | Time: 1636.75 ms [2022-04-11 19:36:48 main:574] : INFO : Epoch 1700 | loss: 0.0311558 | val_loss: 0.0311627 | Time: 1634.48 ms [2022-04-11 19:36:50 main:574] : INFO : Epoch 1701 | loss: 0.0311512 | val_loss: 0.0311601 | Time: 1625.22 ms [2022-04-11 19:36:51 main:574] : INFO : Epoch 1702 | loss: 0.0311503 | val_loss: 0.0311618 | Time: 1644.77 ms [2022-04-11 19:36:53 main:574] : INFO : Epoch 1703 | loss: 0.0311499 | val_loss: 0.0311739 | Time: 1625.81 ms [2022-04-11 19:36:55 main:574] : INFO : Epoch 1704 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 1631.66 ms [2022-04-11 19:36:56 main:574] : INFO : Epoch 1705 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 1633.16 ms [2022-04-11 19:36:58 main:574] : INFO : Epoch 1706 | loss: 0.0311434 | val_loss: 0.03116 | Time: 1631.41 ms [2022-04-11 19:37:00 main:574] : INFO : Epoch 1707 | loss: 0.0311433 | val_loss: 0.0311632 | Time: 1629.17 ms [2022-04-11 19:37:01 main:574] : INFO : Epoch 1708 | loss: 0.0311512 | val_loss: 0.0311598 | Time: 1643.69 ms [2022-04-11 19:37:03 main:574] : INFO : Epoch 1709 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 1624.28 ms [2022-04-11 19:37:04 main:574] : INFO : Epoch 1710 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 1635.6 ms [2022-04-11 19:37:06 main:574] : INFO : Epoch 1711 | loss: 0.031162 | val_loss: 0.031164 | Time: 1641.45 ms [2022-04-11 19:37:08 main:574] : INFO : Epoch 1712 | loss: 0.0311589 | val_loss: 0.031163 | Time: 1639.75 ms [2022-04-11 19:37:09 main:574] : INFO : Epoch 1713 | loss: 0.0311626 | val_loss: 0.03117 | Time: 1637.7 ms [2022-04-11 19:37:11 main:574] : INFO : Epoch 1714 | loss: 0.0311707 | val_loss: 0.0311707 | Time: 1631.65 ms [2022-04-11 19:37:13 main:574] : INFO : Epoch 1715 | loss: 0.0311676 | val_loss: 0.0311701 | Time: 1635.93 ms [2022-04-11 19:37:14 main:574] : INFO : Epoch 1716 | loss: 0.0311664 | val_loss: 0.0311672 | Time: 1631.59 ms [2022-04-11 19:37:16 main:574] : INFO : Epoch 1717 | loss: 0.0311673 | val_loss: 0.0311692 | Time: 1634 ms [2022-04-11 19:37:18 main:574] : INFO : Epoch 1718 | loss: 0.0311673 | val_loss: 0.0311656 | Time: 1632.49 ms [2022-04-11 19:37:19 main:574] : INFO : Epoch 1719 | loss: 0.0311635 | val_loss: 0.0311652 | Time: 1628.59 ms [2022-04-11 19:37:21 main:574] : INFO : Epoch 1720 | loss: 0.0311628 | val_loss: 0.0311661 | Time: 1625.69 ms [2022-04-11 19:37:22 main:574] : INFO : Epoch 1721 | loss: 0.0311605 | val_loss: 0.031165 | Time: 1631.16 ms [2022-04-11 19:37:24 main:574] : INFO : Epoch 1722 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 1634.05 ms [2022-04-11 19:37:26 main:574] : INFO : Epoch 1723 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 1630.92 ms [2022-04-11 19:37:27 main:574] : INFO : Epoch 1724 | loss: 0.0311596 | val_loss: 0.031166 | Time: 1623.57 ms [2022-04-11 19:37:29 main:574] : INFO : Epoch 1725 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 1624.56 ms [2022-04-11 19:37:31 main:574] : INFO : Epoch 1726 | loss: 0.03116 | val_loss: 0.0311646 | Time: 1638.24 ms [2022-04-11 19:37:32 main:574] : INFO : Epoch 1727 | loss: 0.0311597 | val_loss: 0.0311659 | Time: 1642.89 ms [2022-04-11 19:37:34 main:574] : INFO : Epoch 1728 | loss: 0.0311586 | val_loss: 0.0311626 | Time: 1639.39 ms [2022-04-11 19:37:36 main:574] : INFO : Epoch 1729 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 1644.14 ms [2022-04-11 19:37:37 main:574] : INFO : Epoch 1730 | loss: 0.0311583 | val_loss: 0.0311619 | Time: 1630.49 ms [2022-04-11 19:37:39 main:574] : INFO : Epoch 1731 | loss: 0.0311579 | val_loss: 0.0311626 | Time: 1638.09 ms [2022-04-11 19:37:41 main:574] : INFO : Epoch 1732 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1628.78 ms [2022-04-11 19:37:42 main:574] : INFO : Epoch 1733 | loss: 0.0311584 | val_loss: 0.0311637 | Time: 1637.41 ms [2022-04-11 19:37:44 main:574] : INFO : Epoch 1734 | loss: 0.0311577 | val_loss: 0.0311629 | Time: 1642.47 ms [2022-04-11 19:37:45 main:574] : INFO : Epoch 1735 | loss: 0.0311559 | val_loss: 0.031162 | Time: 1637.9 ms [2022-04-11 19:37:47 main:574] : INFO : Epoch 1736 | loss: 0.0311554 | val_loss: 0.0311662 | Time: 1631.04 ms [2022-04-11 19:37:49 main:574] : INFO : Epoch 1737 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 1634.92 ms [2022-04-11 19:37:50 main:574] : INFO : Epoch 1738 | loss: 0.0311578 | val_loss: 0.0311638 | Time: 1626.92 ms [2022-04-11 19:37:52 main:574] : INFO : Epoch 1739 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 1633.55 ms [2022-04-11 19:37:54 main:574] : INFO : Epoch 1740 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 1639.54 ms [2022-04-11 19:37:55 main:574] : INFO : Epoch 1741 | loss: 0.0311548 | val_loss: 0.0311637 | Time: 1627.59 ms [2022-04-11 19:37:57 main:574] : INFO : Epoch 1742 | loss: 0.031154 | val_loss: 0.0311691 | Time: 1634.17 ms [2022-04-11 19:37:59 main:574] : INFO : Epoch 1743 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 1636.02 ms [2022-04-11 19:38:00 main:574] : INFO : Epoch 1744 | loss: 0.0311525 | val_loss: 0.0311638 | Time: 1641.51 ms [2022-04-11 19:38:02 main:574] : INFO : Epoch 1745 | loss: 0.0311524 | val_loss: 0.0311615 | Time: 1627.62 ms [2022-04-11 19:38:03 main:574] : INFO : Epoch 1746 | loss: 0.0311521 | val_loss: 0.0311647 | Time: 1634.47 ms [2022-04-11 19:38:05 main:574] : INFO : Epoch 1747 | loss: 0.031153 | val_loss: 0.0311634 | Time: 1642.51 ms [2022-04-11 19:38:07 main:574] : INFO : Epoch 1748 | loss: 0.0311529 | val_loss: 0.0311622 | Time: 1628.37 ms [2022-04-11 19:38:08 main:574] : INFO : Epoch 1749 | loss: 0.0311542 | val_loss: 0.0311621 | Time: 1627.15 ms [2022-04-11 19:38:10 main:574] : INFO : Epoch 1750 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 1627.13 ms [2022-04-11 19:38:12 main:574] : INFO : Epoch 1751 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 1632.32 ms [2022-04-11 19:38:13 main:574] : INFO : Epoch 1752 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 1637.12 ms [2022-04-11 19:38:15 main:574] : INFO : Epoch 1753 | loss: 0.0311531 | val_loss: 0.0311624 | Time: 1633.11 ms [2022-04-11 19:38:17 main:574] : INFO : Epoch 1754 | loss: 0.031153 | val_loss: 0.0311633 | Time: 1628.69 ms [2022-04-11 19:38:18 main:574] : INFO : Epoch 1755 | loss: 0.0311528 | val_loss: 0.0311618 | Time: 1633.17 ms [2022-04-11 19:38:20 main:574] : INFO : Epoch 1756 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 1626.24 ms [2022-04-11 19:38:22 main:574] : INFO : Epoch 1757 | loss: 0.0311531 | val_loss: 0.0311644 | Time: 1636.96 ms [2022-04-11 19:38:23 main:574] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.031169 | Time: 1626.08 ms [2022-04-11 19:38:25 main:574] : INFO : Epoch 1759 | loss: 0.0311528 | val_loss: 0.0311646 | Time: 1631.35 ms [2022-04-11 19:38:26 main:574] : INFO : Epoch 1760 | loss: 0.031157 | val_loss: 0.0311626 | Time: 1634.54 ms [2022-04-11 19:38:28 main:574] : INFO : Epoch 1761 | loss: 0.0311543 | val_loss: 0.0311648 | Time: 1637.85 ms [2022-04-11 19:38:30 main:574] : INFO : Epoch 1762 | loss: 0.0311517 | val_loss: 0.0311624 | Time: 1622.13 ms [2022-04-11 19:38:31 main:574] : INFO : Epoch 1763 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 1619.99 ms [2022-04-11 19:38:33 main:574] : INFO : Epoch 1764 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 1634.65 ms [2022-04-11 19:38:35 main:574] : INFO : Epoch 1765 | loss: 0.031154 | val_loss: 0.031166 | Time: 1641.04 ms [2022-04-11 19:38:36 main:574] : INFO : Epoch 1766 | loss: 0.0311535 | val_loss: 0.0311611 | Time: 1630.41 ms [2022-04-11 19:38:38 main:574] : INFO : Epoch 1767 | loss: 0.0311533 | val_loss: 0.031162 | Time: 1639.03 ms [2022-04-11 19:38:40 main:574] : INFO : Epoch 1768 | loss: 0.0311531 | val_loss: 0.0311612 | Time: 1631.47 ms [2022-04-11 19:38:41 main:574] : INFO : Epoch 1769 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 1640.46 ms [2022-04-11 19:38:43 main:574] : INFO : Epoch 1770 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 1633.72 ms [2022-04-11 19:38:44 main:574] : INFO : Epoch 1771 | loss: 0.0311557 | val_loss: 0.0311659 | Time: 1637.21 ms [2022-04-11 19:38:46 main:574] : INFO : Epoch 1772 | loss: 0.0311516 | val_loss: 0.0311628 | Time: 1637.36 ms [2022-04-11 19:38:48 main:574] : INFO : Epoch 1773 | loss: 0.0311535 | val_loss: 0.0311659 | Time: 1634.18 ms [2022-04-11 19:38:49 main:574] : INFO : Epoch 1774 | loss: 0.0311518 | val_loss: 0.031165 | Time: 1641.81 ms [2022-04-11 19:38:51 main:574] : INFO : Epoch 1775 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 1629 ms [2022-04-11 19:38:53 main:574] : INFO : Epoch 1776 | loss: 0.0311515 | val_loss: 0.0311657 | Time: 1631.89 ms [2022-04-11 19:38:54 main:574] : INFO : Epoch 1777 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 1640.19 ms [2022-04-11 19:38:56 main:574] : INFO : Epoch 1778 | loss: 0.0311501 | val_loss: 0.0311677 | Time: 1618.76 ms [2022-04-11 19:38:58 main:574] : INFO : Epoch 1779 | loss: 0.0311494 | val_loss: 0.0311638 | Time: 1637.59 ms [2022-04-11 19:38:59 main:574] : INFO : Epoch 1780 | loss: 0.031149 | val_loss: 0.0311659 | Time: 1627.65 ms [2022-04-11 19:39:01 main:574] : INFO : Epoch 1781 | loss: 0.0311502 | val_loss: 0.0311672 | Time: 1647.63 ms [2022-04-11 19:39:03 main:574] : INFO : Epoch 1782 | loss: 0.0311591 | val_loss: 0.0311734 | Time: 1640.88 ms [2022-04-11 19:39:04 main:574] : INFO : Epoch 1783 | loss: 0.0311616 | val_loss: 0.0311656 | Time: 1630.61 ms [2022-04-11 19:39:06 main:574] : INFO : Epoch 1784 | loss: 0.0311587 | val_loss: 0.0311635 | Time: 1627.93 ms [2022-04-11 19:39:07 main:574] : INFO : Epoch 1785 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 1641.05 ms [2022-04-11 19:39:09 main:574] : INFO : Epoch 1786 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 1635.27 ms [2022-04-11 19:39:11 main:574] : INFO : Epoch 1787 | loss: 0.0311565 | val_loss: 0.0311639 | Time: 1634.19 ms [2022-04-11 19:39:12 main:574] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.0311651 | Time: 1631.07 ms [2022-04-11 19:39:14 main:574] : INFO : Epoch 1789 | loss: 0.0311543 | val_loss: 0.0311617 | Time: 1634.74 ms [2022-04-11 19:39:16 main:574] : INFO : Epoch 1790 | loss: 0.031156 | val_loss: 0.0311664 | Time: 1637.58 ms [2022-04-11 19:39:17 main:574] : INFO : Epoch 1791 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 1635.09 ms [2022-04-11 19:39:19 main:574] : INFO : Epoch 1792 | loss: 0.0311535 | val_loss: 0.0311638 | Time: 1631.09 ms [2022-04-11 19:39:21 main:574] : INFO : Epoch 1793 | loss: 0.031152 | val_loss: 0.0311633 | Time: 1624.44 ms [2022-04-11 19:39:22 main:574] : INFO : Epoch 1794 | loss: 0.0311518 | val_loss: 0.0311648 | Time: 1622.2 ms [2022-04-11 19:39:24 main:574] : INFO : Epoch 1795 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 1637.19 ms [2022-04-11 19:39:25 main:574] : INFO : Epoch 1796 | loss: 0.031152 | val_loss: 0.0311655 | Time: 1629.69 ms [2022-04-11 19:39:27 main:574] : INFO : Epoch 1797 | loss: 0.0311528 | val_loss: 0.0311665 | Time: 1635.03 ms [2022-04-11 19:39:29 main:574] : INFO : Epoch 1798 | loss: 0.0311558 | val_loss: 0.0311639 | Time: 1632.48 ms [2022-04-11 19:39:30 main:574] : INFO : Epoch 1799 | loss: 0.0311518 | val_loss: 0.0311624 | Time: 1633.44 ms [2022-04-11 19:39:32 main:574] : INFO : Epoch 1800 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 1640.46 ms [2022-04-11 19:39:34 main:574] : INFO : Epoch 1801 | loss: 0.0311523 | val_loss: 0.0311629 | Time: 1633.88 ms [2022-04-11 19:39:35 main:574] : INFO : Epoch 1802 | loss: 0.0311539 | val_loss: 0.031163 | Time: 1620.97 ms [2022-04-11 19:39:37 main:574] : INFO : Epoch 1803 | loss: 0.0311519 | val_loss: 0.0311624 | Time: 1637.46 ms [2022-04-11 19:39:39 main:574] : INFO : Epoch 1804 | loss: 0.0311508 | val_loss: 0.0311639 | Time: 1633.26 ms [2022-04-11 19:39:40 main:574] : INFO : Epoch 1805 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 1621.7 ms [2022-04-11 19:39:42 main:574] : INFO : Epoch 1806 | loss: 0.0311518 | val_loss: 0.0311638 | Time: 1637.37 ms [2022-04-11 19:39:43 main:574] : INFO : Epoch 1807 | loss: 0.0311514 | val_loss: 0.0311617 | Time: 1634.15 ms [2022-04-11 19:39:45 main:574] : INFO : Epoch 1808 | loss: 0.0311528 | val_loss: 0.0311665 | Time: 1632.62 ms [2022-04-11 19:39:47 main:574] : INFO : Epoch 1809 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 1621.98 ms [2022-04-11 19:39:48 main:574] : INFO : Epoch 1810 | loss: 0.03115 | val_loss: 0.0311643 | Time: 1644.24 ms [2022-04-11 19:39:50 main:574] : INFO : Epoch 1811 | loss: 0.0311505 | val_loss: 0.0311632 | Time: 1629.27 ms [2022-04-11 19:39:52 main:574] : INFO : Epoch 1812 | loss: 0.0311499 | val_loss: 0.0311638 | Time: 1648.06 ms [2022-04-11 19:39:53 main:574] : INFO : Epoch 1813 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 1633.36 ms [2022-04-11 19:39:55 main:574] : INFO : Epoch 1814 | loss: 0.0311492 | val_loss: 0.0311623 | Time: 1631.46 ms [2022-04-11 19:39:57 main:574] : INFO : Epoch 1815 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 1639.49 ms [2022-04-11 19:39:58 main:574] : INFO : Epoch 1816 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 1626.78 ms [2022-04-11 19:40:00 main:574] : INFO : Epoch 1817 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 1639.91 ms [2022-04-11 19:40:02 main:574] : INFO : Epoch 1818 | loss: 0.0311524 | val_loss: 0.0311622 | Time: 1638.83 ms [2022-04-11 19:40:03 main:574] : INFO : Epoch 1819 | loss: 0.0311513 | val_loss: 0.0311624 | Time: 1611.32 ms [2022-04-11 19:40:05 main:574] : INFO : Epoch 1820 | loss: 0.0311518 | val_loss: 0.031165 | Time: 1641.69 ms [2022-04-11 19:40:06 main:574] : INFO : Epoch 1821 | loss: 0.0311501 | val_loss: 0.0311634 | Time: 1633.69 ms [2022-04-11 19:40:08 main:574] : INFO : Epoch 1822 | loss: 0.0311487 | val_loss: 0.0311642 | Time: 1634.53 ms [2022-04-11 19:40:10 main:574] : INFO : Epoch 1823 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 1636.99 ms [2022-04-11 19:40:11 main:574] : INFO : Epoch 1824 | loss: 0.0311492 | val_loss: 0.0311616 | Time: 1625.65 ms [2022-04-11 19:40:13 main:574] : INFO : Epoch 1825 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 1644.95 ms [2022-04-11 19:40:15 main:574] : INFO : Epoch 1826 | loss: 0.0311633 | val_loss: 0.031204 | Time: 1628.41 ms [2022-04-11 19:40:16 main:574] : INFO : Epoch 1827 | loss: 0.0382928 | val_loss: 0.0600944 | Time: 1625.11 ms [2022-04-11 19:40:18 main:574] : INFO : Epoch 1828 | loss: 0.036979 | val_loss: 0.0324898 | Time: 1639.52 ms [2022-04-11 19:40:20 main:574] : INFO : Epoch 1829 | loss: 0.0317682 | val_loss: 0.0312934 | Time: 1647.72 ms [2022-04-11 19:40:21 main:574] : INFO : Epoch 1830 | loss: 0.0313052 | val_loss: 0.0312402 | Time: 1632.35 ms [2022-04-11 19:40:23 main:574] : INFO : Epoch 1831 | loss: 0.03123 | val_loss: 0.0312088 | Time: 1632.79 ms [2022-04-11 19:40:24 main:574] : INFO : Epoch 1832 | loss: 0.0311988 | val_loss: 0.0311874 | Time: 1641.57 ms [2022-04-11 19:40:26 main:574] : INFO : Epoch 1833 | loss: 0.0311868 | val_loss: 0.0311834 | Time: 1629.99 ms [2022-04-11 19:40:28 main:574] : INFO : Epoch 1834 | loss: 0.0311845 | val_loss: 0.0311829 | Time: 1639.19 ms [2022-04-11 19:40:29 main:574] : INFO : Epoch 1835 | loss: 0.0311827 | val_loss: 0.031181 | Time: 1625.94 ms [2022-04-11 19:40:31 main:574] : INFO : Epoch 1836 | loss: 0.0311814 | val_loss: 0.0311814 | Time: 1641.6 ms [2022-04-11 19:40:33 main:574] : INFO : Epoch 1837 | loss: 0.0311829 | val_loss: 0.0311787 | Time: 1639.64 ms [2022-04-11 19:40:34 main:574] : INFO : Epoch 1838 | loss: 0.031181 | val_loss: 0.0311817 | Time: 1638.37 ms [2022-04-11 19:40:36 main:574] : INFO : Epoch 1839 | loss: 0.0311793 | val_loss: 0.0311755 | Time: 1629.93 ms [2022-04-11 19:40:38 main:574] : INFO : Epoch 1840 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 1616.78 ms [2022-04-11 19:40:39 main:574] : INFO : Epoch 1841 | loss: 0.0311784 | val_loss: 0.0311758 | Time: 1645.64 ms [2022-04-11 19:40:41 main:574] : INFO : Epoch 1842 | loss: 0.0311742 | val_loss: 0.0311723 | Time: 1628.59 ms [2022-04-11 19:40:42 main:574] : INFO : Epoch 1843 | loss: 0.031172 | val_loss: 0.0311713 | Time: 1640.17 ms [2022-04-11 19:40:44 main:574] : INFO : Epoch 1844 | loss: 0.0311716 | val_loss: 0.0311706 | Time: 1642.88 ms [2022-04-11 19:40:46 main:574] : INFO : Epoch 1845 | loss: 0.0311703 | val_loss: 0.0311714 | Time: 1627.41 ms [2022-04-11 19:40:47 main:574] : INFO : Epoch 1846 | loss: 0.0311689 | val_loss: 0.0311692 | Time: 1633.57 ms [2022-04-11 19:40:49 main:574] : INFO : Epoch 1847 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 1626.53 ms [2022-04-11 19:40:51 main:574] : INFO : Epoch 1848 | loss: 0.0311688 | val_loss: 0.03117 | Time: 1631.84 ms [2022-04-11 19:40:52 main:574] : INFO : Epoch 1849 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 1631.61 ms [2022-04-11 19:40:54 main:574] : INFO : Epoch 1850 | loss: 0.0311665 | val_loss: 0.0311677 | Time: 1637.58 ms [2022-04-11 19:40:56 main:574] : INFO : Epoch 1851 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 1640.12 ms [2022-04-11 19:40:57 main:574] : INFO : Epoch 1852 | loss: 0.0311657 | val_loss: 0.0311689 | Time: 1632.98 ms [2022-04-11 19:40:59 main:574] : INFO : Epoch 1853 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 1636.43 ms [2022-04-11 19:41:01 main:574] : INFO : Epoch 1854 | loss: 0.0311648 | val_loss: 0.0311665 | Time: 1644.94 ms [2022-04-11 19:41:02 main:574] : INFO : Epoch 1855 | loss: 0.0311631 | val_loss: 0.0311666 | Time: 1633.05 ms [2022-04-11 19:41:04 main:574] : INFO : Epoch 1856 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 1641.61 ms [2022-04-11 19:41:05 main:574] : INFO : Epoch 1857 | loss: 0.031162 | val_loss: 0.0311662 | Time: 1641.37 ms [2022-04-11 19:41:07 main:574] : INFO : Epoch 1858 | loss: 0.0311628 | val_loss: 0.031168 | Time: 1633.19 ms [2022-04-11 19:41:09 main:574] : INFO : Epoch 1859 | loss: 0.0311624 | val_loss: 0.0311659 | Time: 1630.05 ms [2022-04-11 19:41:10 main:574] : INFO : Epoch 1860 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 1630.38 ms [2022-04-11 19:41:12 main:574] : INFO : Epoch 1861 | loss: 0.031162 | val_loss: 0.0311662 | Time: 1630.6 ms [2022-04-11 19:41:14 main:574] : INFO : Epoch 1862 | loss: 0.0311624 | val_loss: 0.0311653 | Time: 1650.5 ms [2022-04-11 19:41:15 main:574] : INFO : Epoch 1863 | loss: 0.0311624 | val_loss: 0.0311647 | Time: 1631.83 ms [2022-04-11 19:41:17 main:574] : INFO : Epoch 1864 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 1629.23 ms [2022-04-11 19:41:19 main:574] : INFO : Epoch 1865 | loss: 0.0311632 | val_loss: 0.0311682 | Time: 1629.53 ms [2022-04-11 19:41:20 main:574] : INFO : Epoch 1866 | loss: 0.0311632 | val_loss: 0.0311657 | Time: 1624.09 ms [2022-04-11 19:41:22 main:574] : INFO : Epoch 1867 | loss: 0.0311611 | val_loss: 0.0311644 | Time: 1624.28 ms [2022-04-11 19:41:23 main:574] : INFO : Epoch 1868 | loss: 0.031163 | val_loss: 0.0311638 | Time: 1637.56 ms [2022-04-11 19:41:25 main:574] : INFO : Epoch 1869 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 1623.76 ms [2022-04-11 19:41:27 main:574] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.0311647 | Time: 1632.87 ms [2022-04-11 19:41:28 main:574] : INFO : Epoch 1871 | loss: 0.0311596 | val_loss: 0.031164 | Time: 1633.94 ms [2022-04-11 19:41:30 main:574] : INFO : Epoch 1872 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 1634.27 ms [2022-04-11 19:41:32 main:574] : INFO : Epoch 1873 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 1646.56 ms [2022-04-11 19:41:33 main:574] : INFO : Epoch 1874 | loss: 0.0311608 | val_loss: 0.0311641 | Time: 1633.29 ms [2022-04-11 19:41:35 main:574] : INFO : Epoch 1875 | loss: 0.031159 | val_loss: 0.0311664 | Time: 1634.21 ms [2022-04-11 19:41:37 main:574] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311648 | Time: 1638.02 ms [2022-04-11 19:41:38 main:574] : INFO : Epoch 1877 | loss: 0.0311595 | val_loss: 0.0311648 | Time: 1650.97 ms [2022-04-11 19:41:40 main:574] : INFO : Epoch 1878 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 1627.41 ms [2022-04-11 19:41:42 main:574] : INFO : Epoch 1879 | loss: 0.0311595 | val_loss: 0.0311639 | Time: 1630.47 ms [2022-04-11 19:41:43 main:574] : INFO : Epoch 1880 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 1642.91 ms [2022-04-11 19:41:45 main:574] : INFO : Epoch 1881 | loss: 0.0311594 | val_loss: 0.031164 | Time: 1633.39 ms [2022-04-11 19:41:46 main:574] : INFO : Epoch 1882 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 1624.3 ms [2022-04-11 19:41:48 main:574] : INFO : Epoch 1883 | loss: 0.0311599 | val_loss: 0.0311654 | Time: 1646.18 ms [2022-04-11 19:41:50 main:574] : INFO : Epoch 1884 | loss: 0.03116 | val_loss: 0.031165 | Time: 1625.41 ms [2022-04-11 19:41:51 main:574] : INFO : Epoch 1885 | loss: 0.031159 | val_loss: 0.0311704 | Time: 1641.42 ms [2022-04-11 19:41:53 main:574] : INFO : Epoch 1886 | loss: 0.0311609 | val_loss: 0.0311668 | Time: 1631.45 ms [2022-04-11 19:41:55 main:574] : INFO : Epoch 1887 | loss: 0.0311671 | val_loss: 0.0311658 | Time: 1627.92 ms [2022-04-11 19:41:56 main:574] : INFO : Epoch 1888 | loss: 0.0311649 | val_loss: 0.0311638 | Time: 1640.5 ms [2022-04-11 19:41:58 main:574] : INFO : Epoch 1889 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 1644.7 ms [2022-04-11 19:42:00 main:574] : INFO : Epoch 1890 | loss: 0.0311655 | val_loss: 0.0311637 | Time: 1632.09 ms [2022-04-11 19:42:01 main:574] : INFO : Epoch 1891 | loss: 0.0311618 | val_loss: 0.0311636 | Time: 1652.89 ms [2022-04-11 19:42:03 main:574] : INFO : Epoch 1892 | loss: 0.0311622 | val_loss: 0.0311649 | Time: 1638.46 ms [2022-04-11 19:42:05 main:574] : INFO : Epoch 1893 | loss: 0.0311609 | val_loss: 0.0311641 | Time: 1634.96 ms [2022-04-11 19:42:06 main:574] : INFO : Epoch 1894 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 1624.96 ms [2022-04-11 19:42:08 main:574] : INFO : Epoch 1895 | loss: 0.0311606 | val_loss: 0.031165 | Time: 1633.04 ms [2022-04-11 19:42:09 main:574] : INFO : Epoch 1896 | loss: 0.03116 | val_loss: 0.0311635 | Time: 1642.23 ms [2022-04-11 19:42:11 main:574] : INFO : Epoch 1897 | loss: 0.0311597 | val_loss: 0.0311654 | Time: 1623.65 ms [2022-04-11 19:42:13 main:574] : INFO : Epoch 1898 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 1631.46 ms [2022-04-11 19:42:14 main:574] : INFO : Epoch 1899 | loss: 0.0311612 | val_loss: 0.0311671 | Time: 1631.74 ms [2022-04-11 19:42:16 main:574] : INFO : Epoch 1900 | loss: 0.0311645 | val_loss: 0.031167 | Time: 1627.13 ms [2022-04-11 19:42:18 main:574] : INFO : Epoch 1901 | loss: 0.0311608 | val_loss: 0.0311652 | Time: 1635.4 ms [2022-04-11 19:42:19 main:574] : INFO : Epoch 1902 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 1630.46 ms [2022-04-11 19:42:21 main:574] : INFO : Epoch 1903 | loss: 0.0311652 | val_loss: 0.0311697 | Time: 1635.65 ms [2022-04-11 19:42:23 main:574] : INFO : Epoch 1904 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 1640.78 ms [2022-04-11 19:42:24 main:574] : INFO : Epoch 1905 | loss: 0.0311636 | val_loss: 0.0311645 | Time: 1627.25 ms [2022-04-11 19:42:26 main:574] : INFO : Epoch 1906 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 1619.77 ms [2022-04-11 19:42:27 main:574] : INFO : Epoch 1907 | loss: 0.0311573 | val_loss: 0.0311645 | Time: 1624.91 ms [2022-04-11 19:42:29 main:574] : INFO : Epoch 1908 | loss: 0.0311599 | val_loss: 0.0311646 | Time: 1637.29 ms [2022-04-11 19:42:31 main:574] : INFO : Epoch 1909 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 1630.19 ms [2022-04-11 19:42:32 main:574] : INFO : Epoch 1910 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 1641.73 ms [2022-04-11 19:42:34 main:574] : INFO : Epoch 1911 | loss: 0.0311581 | val_loss: 0.0311704 | Time: 1627.36 ms [2022-04-11 19:42:36 main:574] : INFO : Epoch 1912 | loss: 0.0311601 | val_loss: 0.031167 | Time: 1643.38 ms [2022-04-11 19:42:37 main:574] : INFO : Epoch 1913 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 1627.66 ms [2022-04-11 19:42:39 main:574] : INFO : Epoch 1914 | loss: 0.0311561 | val_loss: 0.0311633 | Time: 1638.16 ms [2022-04-11 19:42:41 main:574] : INFO : Epoch 1915 | loss: 0.0311564 | val_loss: 0.0311631 | Time: 1632.42 ms [2022-04-11 19:42:42 main:574] : INFO : Epoch 1916 | loss: 0.0311571 | val_loss: 0.0311632 | Time: 1641.93 ms [2022-04-11 19:42:44 main:574] : INFO : Epoch 1917 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 1635.86 ms [2022-04-11 19:42:45 main:574] : INFO : Epoch 1918 | loss: 0.0311556 | val_loss: 0.0311624 | Time: 1626.04 ms [2022-04-11 19:42:47 main:574] : INFO : Epoch 1919 | loss: 0.0311547 | val_loss: 0.0311659 | Time: 1652.28 ms [2022-04-11 19:42:49 main:574] : INFO : Epoch 1920 | loss: 0.031156 | val_loss: 0.0311631 | Time: 1635.99 ms [2022-04-11 19:42:50 main:574] : INFO : Epoch 1921 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 1639.79 ms [2022-04-11 19:42:52 main:574] : INFO : Epoch 1922 | loss: 0.0311567 | val_loss: 0.031162 | Time: 1638.24 ms [2022-04-11 19:42:54 main:574] : INFO : Epoch 1923 | loss: 0.0311563 | val_loss: 0.0311702 | Time: 1629.85 ms [2022-04-11 19:42:55 main:574] : INFO : Epoch 1924 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1638.74 ms [2022-04-11 19:42:57 main:574] : INFO : Epoch 1925 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 1632.3 ms [2022-04-11 19:42:59 main:574] : INFO : Epoch 1926 | loss: 0.0311558 | val_loss: 0.0311636 | Time: 1633.3 ms [2022-04-11 19:43:00 main:574] : INFO : Epoch 1927 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 1642.53 ms [2022-04-11 19:43:02 main:574] : INFO : Epoch 1928 | loss: 0.031156 | val_loss: 0.0311633 | Time: 1640.33 ms [2022-04-11 19:43:04 main:574] : INFO : Epoch 1929 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 1647.67 ms [2022-04-11 19:43:05 main:574] : INFO : Epoch 1930 | loss: 0.031157 | val_loss: 0.0311627 | Time: 1628.4 ms [2022-04-11 19:43:07 main:574] : INFO : Epoch 1931 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 1639.65 ms [2022-04-11 19:43:08 main:574] : INFO : Epoch 1932 | loss: 0.031154 | val_loss: 0.0311611 | Time: 1639.53 ms [2022-04-11 19:43:10 main:574] : INFO : Epoch 1933 | loss: 0.0311539 | val_loss: 0.0311596 | Time: 1632.63 ms [2022-04-11 19:43:12 main:574] : INFO : Epoch 1934 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 1636.67 ms [2022-04-11 19:43:13 main:574] : INFO : Epoch 1935 | loss: 0.0311536 | val_loss: 0.0311619 | Time: 1643.76 ms [2022-04-11 19:43:15 main:574] : INFO : Epoch 1936 | loss: 0.0311539 | val_loss: 0.031164 | Time: 1641.07 ms [2022-04-11 19:43:17 main:574] : INFO : Epoch 1937 | loss: 0.0311537 | val_loss: 0.03116 | Time: 1639.56 ms [2022-04-11 19:43:18 main:574] : INFO : Epoch 1938 | loss: 0.0311528 | val_loss: 0.0311626 | Time: 1638.4 ms [2022-04-11 19:43:20 main:574] : INFO : Epoch 1939 | loss: 0.0311525 | val_loss: 0.0311598 | Time: 1632.82 ms [2022-04-11 19:43:22 main:574] : INFO : Epoch 1940 | loss: 0.031152 | val_loss: 0.0311597 | Time: 1630.26 ms [2022-04-11 19:43:23 main:574] : INFO : Epoch 1941 | loss: 0.031151 | val_loss: 0.0311599 | Time: 1638.63 ms [2022-04-11 19:43:25 main:574] : INFO : Epoch 1942 | loss: 0.0311507 | val_loss: 0.031163 | Time: 1636.4 ms [2022-04-11 19:43:27 main:574] : INFO : Epoch 1943 | loss: 0.031151 | val_loss: 0.0311596 | Time: 1639.09 ms [2022-04-11 19:43:28 main:574] : INFO : Epoch 1944 | loss: 0.0311525 | val_loss: 0.0311602 | Time: 1645.6 ms [2022-04-11 19:43:30 main:574] : INFO : Epoch 1945 | loss: 0.031151 | val_loss: 0.0311621 | Time: 1639.72 ms [2022-04-11 19:43:31 main:574] : INFO : Epoch 1946 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 1635.06 ms [2022-04-11 19:43:33 main:574] : INFO : Epoch 1947 | loss: 0.0311499 | val_loss: 0.0311608 | Time: 1629.66 ms [2022-04-11 19:43:35 main:574] : INFO : Epoch 1948 | loss: 0.0311496 | val_loss: 0.0311605 | Time: 1640.7 ms [2022-04-11 19:43:36 main:574] : INFO : Epoch 1949 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 1616.77 ms [2022-04-11 19:43:38 main:574] : INFO : Epoch 1950 | loss: 0.0311495 | val_loss: 0.0311614 | Time: 1650.68 ms [2022-04-11 19:43:40 main:574] : INFO : Epoch 1951 | loss: 0.0311486 | val_loss: 0.0311613 | Time: 1643.34 ms [2022-04-11 19:43:41 main:574] : INFO : Epoch 1952 | loss: 0.0311497 | val_loss: 0.0311626 | Time: 1625.83 ms [2022-04-11 19:43:43 main:574] : INFO : Epoch 1953 | loss: 0.0311505 | val_loss: 0.0311634 | Time: 1637.91 ms [2022-04-11 19:43:45 main:574] : INFO : Epoch 1954 | loss: 0.0311494 | val_loss: 0.0311616 | Time: 1634.94 ms [2022-04-11 19:43:46 main:574] : INFO : Epoch 1955 | loss: 0.0311494 | val_loss: 0.0311603 | Time: 1628.59 ms [2022-04-11 19:43:48 main:574] : INFO : Epoch 1956 | loss: 0.0311479 | val_loss: 0.031161 | Time: 1634.28 ms [2022-04-11 19:43:50 main:574] : INFO : Epoch 1957 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 1628.56 ms [2022-04-11 19:43:51 main:574] : INFO : Epoch 1958 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 1641.24 ms [2022-04-11 19:43:53 main:574] : INFO : Epoch 1959 | loss: 0.0311516 | val_loss: 0.0311619 | Time: 1636.61 ms [2022-04-11 19:43:54 main:574] : INFO : Epoch 1960 | loss: 0.0311505 | val_loss: 0.0311608 | Time: 1632.51 ms [2022-04-11 19:43:56 main:574] : INFO : Epoch 1961 | loss: 0.0311483 | val_loss: 0.0311626 | Time: 1636.34 ms [2022-04-11 19:43:58 main:574] : INFO : Epoch 1962 | loss: 0.0311522 | val_loss: 0.0311607 | Time: 1627.35 ms [2022-04-11 19:43:59 main:574] : INFO : Epoch 1963 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 1628.34 ms [2022-04-11 19:44:01 main:574] : INFO : Epoch 1964 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 1646.48 ms [2022-04-11 19:44:03 main:574] : INFO : Epoch 1965 | loss: 0.0311509 | val_loss: 0.0311614 | Time: 1636.45 ms [2022-04-11 19:44:04 main:574] : INFO : Epoch 1966 | loss: 0.0311497 | val_loss: 0.0311632 | Time: 1625.98 ms [2022-04-11 19:44:06 main:574] : INFO : Epoch 1967 | loss: 0.0311488 | val_loss: 0.0311611 | Time: 1626.95 ms [2022-04-11 19:44:08 main:574] : INFO : Epoch 1968 | loss: 0.0311505 | val_loss: 0.0311626 | Time: 1637.59 ms [2022-04-11 19:44:09 main:574] : INFO : Epoch 1969 | loss: 0.0311482 | val_loss: 0.0311639 | Time: 1642.12 ms [2022-04-11 19:44:11 main:574] : INFO : Epoch 1970 | loss: 0.0311506 | val_loss: 0.0311589 | Time: 1632.57 ms [2022-04-11 19:44:12 main:574] : INFO : Epoch 1971 | loss: 0.0311468 | val_loss: 0.0311602 | Time: 1633.26 ms [2022-04-11 19:44:14 main:574] : INFO : Epoch 1972 | loss: 0.0311474 | val_loss: 0.0311598 | Time: 1638.25 ms [2022-04-11 19:44:16 main:574] : INFO : Epoch 1973 | loss: 0.03115 | val_loss: 0.0311654 | Time: 1655.78 ms [2022-04-11 19:44:17 main:574] : INFO : Epoch 1974 | loss: 0.0311567 | val_loss: 0.0311651 | Time: 1645.21 ms [2022-04-11 19:44:19 main:574] : INFO : Epoch 1975 | loss: 0.0311562 | val_loss: 0.0311617 | Time: 1636.07 ms [2022-04-11 19:44:21 main:574] : INFO : Epoch 1976 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 1638.25 ms [2022-04-11 19:44:22 main:574] : INFO : Epoch 1977 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 1637.03 ms [2022-04-11 19:44:24 main:574] : INFO : Epoch 1978 | loss: 0.0311539 | val_loss: 0.0311634 | Time: 1620.23 ms [2022-04-11 19:44:26 main:574] : INFO : Epoch 1979 | loss: 0.0311517 | val_loss: 0.0311613 | Time: 1632.45 ms [2022-04-11 19:44:27 main:574] : INFO : Epoch 1980 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 1635.74 ms [2022-04-11 19:44:29 main:574] : INFO : Epoch 1981 | loss: 0.0311502 | val_loss: 0.0311608 | Time: 1623.59 ms [2022-04-11 19:44:31 main:574] : INFO : Epoch 1982 | loss: 0.0311487 | val_loss: 0.0311595 | Time: 1637.78 ms [2022-04-11 19:44:32 main:574] : INFO : Epoch 1983 | loss: 0.0311496 | val_loss: 0.0311603 | Time: 1632.46 ms [2022-04-11 19:44:34 main:574] : INFO : Epoch 1984 | loss: 0.0311523 | val_loss: 0.0311614 | Time: 1637.01 ms [2022-04-11 19:44:35 main:574] : INFO : Epoch 1985 | loss: 0.0311533 | val_loss: 0.0311654 | Time: 1639.3 ms [2022-04-11 19:44:37 main:574] : INFO : Epoch 1986 | loss: 0.0311566 | val_loss: 0.0311618 | Time: 1642.31 ms [2022-04-11 19:44:39 main:574] : INFO : Epoch 1987 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 1632.9 ms [2022-04-11 19:44:40 main:574] : INFO : Epoch 1988 | loss: 0.0311523 | val_loss: 0.0311599 | Time: 1633.05 ms [2022-04-11 19:44:42 main:574] : INFO : Epoch 1989 | loss: 0.0311527 | val_loss: 0.0311594 | Time: 1626.77 ms [2022-04-11 19:44:44 main:574] : INFO : Epoch 1990 | loss: 0.0311524 | val_loss: 0.0311611 | Time: 1639.7 ms [2022-04-11 19:44:45 main:574] : INFO : Epoch 1991 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 1640.76 ms [2022-04-11 19:44:47 main:574] : INFO : Epoch 1992 | loss: 0.0311507 | val_loss: 0.0311627 | Time: 1631.95 ms [2022-04-11 19:44:49 main:574] : INFO : Epoch 1993 | loss: 0.0311527 | val_loss: 0.0311679 | Time: 1635.72 ms [2022-04-11 19:44:50 main:574] : INFO : Epoch 1994 | loss: 0.0311584 | val_loss: 0.0311643 | Time: 1623.85 ms [2022-04-11 19:44:52 main:574] : INFO : Epoch 1995 | loss: 0.0311621 | val_loss: 0.0311646 | Time: 1635.16 ms [2022-04-11 19:44:53 main:574] : INFO : Epoch 1996 | loss: 0.0311592 | val_loss: 0.0311611 | Time: 1627.85 ms [2022-04-11 19:44:55 main:574] : INFO : Epoch 1997 | loss: 0.0311557 | val_loss: 0.0311591 | Time: 1628.85 ms [2022-04-11 19:44:57 main:574] : INFO : Epoch 1998 | loss: 0.0311551 | val_loss: 0.0311636 | Time: 1633.74 ms [2022-04-11 19:44:58 main:574] : INFO : Epoch 1999 | loss: 0.0311555 | val_loss: 0.031162 | Time: 1636.64 ms [2022-04-11 19:45:00 main:574] : INFO : Epoch 2000 | loss: 0.0311529 | val_loss: 0.0311618 | Time: 1638.58 ms [2022-04-11 19:45:02 main:574] : INFO : Epoch 2001 | loss: 0.0311535 | val_loss: 0.0311617 | Time: 1631.17 ms [2022-04-11 19:45:03 main:574] : INFO : Epoch 2002 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1635.01 ms [2022-04-11 19:45:05 main:574] : INFO : Epoch 2003 | loss: 0.0311542 | val_loss: 0.0311618 | Time: 1628.6 ms [2022-04-11 19:45:07 main:574] : INFO : Epoch 2004 | loss: 0.0311514 | val_loss: 0.031164 | Time: 1633.21 ms [2022-04-11 19:45:08 main:574] : INFO : Epoch 2005 | loss: 0.0311526 | val_loss: 0.0311601 | Time: 1640.33 ms [2022-04-11 19:45:10 main:574] : INFO : Epoch 2006 | loss: 0.031151 | val_loss: 0.0311617 | Time: 1633.97 ms [2022-04-11 19:45:12 main:574] : INFO : Epoch 2007 | loss: 0.0311511 | val_loss: 0.0311609 | Time: 1633.95 ms [2022-04-11 19:45:13 main:574] : INFO : Epoch 2008 | loss: 0.0311491 | val_loss: 0.031159 | Time: 1633.74 ms [2022-04-11 19:45:15 main:574] : INFO : Epoch 2009 | loss: 0.0311491 | val_loss: 0.031159 | Time: 1643.19 ms [2022-04-11 19:45:16 main:574] : INFO : Epoch 2010 | loss: 0.0311487 | val_loss: 0.0311611 | Time: 1633.24 ms [2022-04-11 19:45:18 main:574] : INFO : Epoch 2011 | loss: 0.0311495 | val_loss: 0.0311637 | Time: 1636.95 ms [2022-04-11 19:45:20 main:574] : INFO : Epoch 2012 | loss: 0.0311526 | val_loss: 0.0311604 | Time: 1635.87 ms [2022-04-11 19:45:21 main:574] : INFO : Epoch 2013 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 1641.82 ms [2022-04-11 19:45:23 main:574] : INFO : Epoch 2014 | loss: 0.0311578 | val_loss: 0.0311646 | Time: 1633.95 ms [2022-04-11 19:45:25 main:574] : INFO : Epoch 2015 | loss: 0.0311569 | val_loss: 0.0311636 | Time: 1630.28 ms [2022-04-11 19:45:26 main:574] : INFO : Epoch 2016 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 1642.15 ms [2022-04-11 19:45:28 main:574] : INFO : Epoch 2017 | loss: 0.0311545 | val_loss: 0.0311629 | Time: 1637.47 ms [2022-04-11 19:45:30 main:574] : INFO : Epoch 2018 | loss: 0.0311538 | val_loss: 0.0311623 | Time: 1649.18 ms [2022-04-11 19:45:31 main:574] : INFO : Epoch 2019 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 1630.07 ms [2022-04-11 19:45:33 main:574] : INFO : Epoch 2020 | loss: 0.0311541 | val_loss: 0.0311597 | Time: 1635.01 ms [2022-04-11 19:45:35 main:574] : INFO : Epoch 2021 | loss: 0.0311515 | val_loss: 0.0311607 | Time: 1646.66 ms [2022-04-11 19:45:36 main:574] : INFO : Epoch 2022 | loss: 0.0311535 | val_loss: 0.0311611 | Time: 1639.67 ms [2022-04-11 19:45:38 main:574] : INFO : Epoch 2023 | loss: 0.0311559 | val_loss: 0.0311619 | Time: 1641.23 ms [2022-04-11 19:45:40 main:574] : INFO : Epoch 2024 | loss: 0.0311527 | val_loss: 0.0311597 | Time: 1646.3 ms [2022-04-11 19:45:41 main:574] : INFO : Epoch 2025 | loss: 0.0311507 | val_loss: 0.0311635 | Time: 1626.56 ms [2022-04-11 19:45:43 main:574] : INFO : Epoch 2026 | loss: 0.0311538 | val_loss: 0.0311622 | Time: 1647.58 ms [2022-04-11 19:45:44 main:574] : INFO : Epoch 2027 | loss: 0.0311514 | val_loss: 0.0311605 | Time: 1631.37 ms [2022-04-11 19:45:46 main:574] : INFO : Epoch 2028 | loss: 0.031151 | val_loss: 0.0311599 | Time: 1636.12 ms [2022-04-11 19:45:48 main:574] : INFO : Epoch 2029 | loss: 0.0311499 | val_loss: 0.03116 | Time: 1635.02 ms [2022-04-11 19:45:49 main:574] : INFO : Epoch 2030 | loss: 0.0311485 | val_loss: 0.031159 | Time: 1632.14 ms [2022-04-11 19:45:51 main:574] : INFO : Epoch 2031 | loss: 0.0311481 | val_loss: 0.0311604 | Time: 1638.87 ms [2022-04-11 19:45:53 main:574] : INFO : Epoch 2032 | loss: 0.0311503 | val_loss: 0.0311597 | Time: 1630.57 ms [2022-04-11 19:45:54 main:574] : INFO : Epoch 2033 | loss: 0.0311482 | val_loss: 0.0311586 | Time: 1629.27 ms [2022-04-11 19:45:56 main:574] : INFO : Epoch 2034 | loss: 0.0311495 | val_loss: 0.031162 | Time: 1630.87 ms [2022-04-11 19:45:58 main:574] : INFO : Epoch 2035 | loss: 0.0311482 | val_loss: 0.0311608 | Time: 1622.98 ms [2022-04-11 19:45:59 main:574] : INFO : Epoch 2036 | loss: 0.0311488 | val_loss: 0.0311606 | Time: 1638.4 ms [2022-04-11 19:46:01 main:574] : INFO : Epoch 2037 | loss: 0.0311478 | val_loss: 0.0311578 | Time: 1645.7 ms [2022-04-11 19:46:02 main:574] : INFO : Epoch 2038 | loss: 0.0311516 | val_loss: 0.0311681 | Time: 1635.39 ms [2022-04-11 19:46:04 main:574] : INFO : Epoch 2039 | loss: 0.0311529 | val_loss: 0.0311695 | Time: 1633.42 ms [2022-04-11 19:46:06 main:574] : INFO : Epoch 2040 | loss: 0.0311498 | val_loss: 0.0311585 | Time: 1643.32 ms [2022-04-11 19:46:07 main:574] : INFO : Epoch 2041 | loss: 0.0311508 | val_loss: 0.0311633 | Time: 1640.67 ms [2022-04-11 19:46:09 main:574] : INFO : Epoch 2042 | loss: 0.0311525 | val_loss: 0.0311634 | Time: 1636.04 ms [2022-04-11 19:46:11 main:574] : INFO : Epoch 2043 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 1632.14 ms [2022-04-11 19:46:12 main:574] : INFO : Epoch 2044 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 1617.62 ms [2022-04-11 19:46:14 main:574] : INFO : Epoch 2045 | loss: 0.0311489 | val_loss: 0.0311633 | Time: 1634.7 ms [2022-04-11 19:46:16 main:574] : INFO : Epoch 2046 | loss: 0.0311482 | val_loss: 0.0311592 | Time: 1622.52 ms [2022-04-11 19:46:17 main:574] : INFO : Epoch 2047 | loss: 0.031146 | val_loss: 0.0311593 | Time: 1634.18 ms [2022-04-11 19:46:19 main:574] : INFO : Epoch 2048 | loss: 0.0311456 | val_loss: 0.0311583 | Time: 1631.07 ms [2022-04-11 19:46:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311583 [2022-04-11 19:46:19 main:603] : INFO : Saving end state to config to file [2022-04-11 19:46:19 main:608] : INFO : Success, exiting.. 19:46:19 (49024): 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)