Task 14618331
| Name | ParityModified-1647048377-8638-3-0_0 |
| Workunit | 11638817 |
| Created | 12 Apr 2022, 15:00:22 UTC |
| Sent | 12 Apr 2022, 15:00:27 UTC |
| Report deadline | 20 Apr 2022, 15:00:27 UTC |
| Received | 20 Apr 2022, 15:57:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19859 |
| Run time | 1 hours 58 min 26 sec |
| CPU time | 1 hours 58 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.43 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.35 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.17.0</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311501 | val_loss: 0.0311641 | Time: 3462.18 ms
[2022-04-20 17:28:13 main:581] : INFO : Epoch 1539 | loss: 0.0311993 | val_loss: 0.0312299 | Time: 3448.72 ms
[2022-04-20 17:28:16 main:581] : INFO : Epoch 1540 | loss: 0.0312117 | val_loss: 0.031198 | Time: 3463.8 ms
[2022-04-20 17:28:20 main:581] : INFO : Epoch 1541 | loss: 0.0311962 | val_loss: 0.0311831 | Time: 3475.93 ms
[2022-04-20 17:28:23 main:581] : INFO : Epoch 1542 | loss: 0.0311835 | val_loss: 0.0311767 | Time: 3457.97 ms
[2022-04-20 17:28:27 main:581] : INFO : Epoch 1543 | loss: 0.0311749 | val_loss: 0.0311716 | Time: 3457.43 ms
[2022-04-20 17:28:30 main:581] : INFO : Epoch 1544 | loss: 0.0311689 | val_loss: 0.0311622 | Time: 3457.78 ms
[2022-04-20 17:28:34 main:581] : INFO : Epoch 1545 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 3472.31 ms
[2022-04-20 17:28:37 main:581] : INFO : Epoch 1546 | loss: 0.0311593 | val_loss: 0.0311683 | Time: 3454.08 ms
[2022-04-20 17:28:41 main:581] : INFO : Epoch 1547 | loss: 0.0311582 | val_loss: 0.0311614 | Time: 3473.72 ms
[2022-04-20 17:28:44 main:581] : INFO : Epoch 1548 | loss: 0.0311583 | val_loss: 0.0311643 | Time: 3473.96 ms
[2022-04-20 17:28:48 main:581] : INFO : Epoch 1549 | loss: 0.0311573 | val_loss: 0.0311611 | Time: 3453.03 ms
[2022-04-20 17:28:51 main:581] : INFO : Epoch 1550 | loss: 0.0311589 | val_loss: 0.0311617 | Time: 3465.27 ms
[2022-04-20 17:28:54 main:581] : INFO : Epoch 1551 | loss: 0.031153 | val_loss: 0.0311622 | Time: 3457.57 ms
[2022-04-20 17:28:58 main:581] : INFO : Epoch 1552 | loss: 0.0311517 | val_loss: 0.0311648 | Time: 3452.44 ms
[2022-04-20 17:29:01 main:581] : INFO : Epoch 1553 | loss: 0.0311525 | val_loss: 0.0311616 | Time: 3460.39 ms
[2022-04-20 17:29:05 main:581] : INFO : Epoch 1554 | loss: 0.0311521 | val_loss: 0.0311707 | Time: 3456.23 ms
[2022-04-20 17:29:08 main:581] : INFO : Epoch 1555 | loss: 0.0311522 | val_loss: 0.0311621 | Time: 3466.03 ms
[2022-04-20 17:29:12 main:581] : INFO : Epoch 1556 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 3460.87 ms
[2022-04-20 17:29:15 main:581] : INFO : Epoch 1557 | loss: 0.0311523 | val_loss: 0.0311699 | Time: 3448.62 ms
[2022-04-20 17:29:19 main:581] : INFO : Epoch 1558 | loss: 0.0311566 | val_loss: 0.0311881 | Time: 3469.53 ms
[2022-04-20 17:29:22 main:581] : INFO : Epoch 1559 | loss: 0.0311598 | val_loss: 0.0311625 | Time: 3467.8 ms
[2022-04-20 17:29:26 main:581] : INFO : Epoch 1560 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 3454.69 ms
[2022-04-20 17:29:29 main:581] : INFO : Epoch 1561 | loss: 0.0311567 | val_loss: 0.031163 | Time: 3463.65 ms
[2022-04-20 17:29:33 main:581] : INFO : Epoch 1562 | loss: 0.0311542 | val_loss: 0.0311749 | Time: 3459.36 ms
[2022-04-20 17:29:36 main:581] : INFO : Epoch 1563 | loss: 0.0311538 | val_loss: 0.031163 | Time: 3452.11 ms
[2022-04-20 17:29:39 main:581] : INFO : Epoch 1564 | loss: 0.0311489 | val_loss: 0.0311704 | Time: 3452.89 ms
[2022-04-20 17:29:43 main:581] : INFO : Epoch 1565 | loss: 0.0311507 | val_loss: 0.0311728 | Time: 3464.49 ms
[2022-04-20 17:29:46 main:581] : INFO : Epoch 1566 | loss: 0.0311522 | val_loss: 0.0311622 | Time: 3457.62 ms
[2022-04-20 17:29:50 main:581] : INFO : Epoch 1567 | loss: 0.0311524 | val_loss: 0.0311766 | Time: 3454.13 ms
[2022-04-20 17:29:53 main:581] : INFO : Epoch 1568 | loss: 0.031154 | val_loss: 0.0311592 | Time: 3468.29 ms
[2022-04-20 17:29:57 main:581] : INFO : Epoch 1569 | loss: 0.0311473 | val_loss: 0.0311594 | Time: 3464.6 ms
[2022-04-20 17:30:00 main:581] : INFO : Epoch 1570 | loss: 0.0311457 | val_loss: 0.0311619 | Time: 3461.89 ms
[2022-04-20 17:30:04 main:581] : INFO : Epoch 1571 | loss: 0.0311462 | val_loss: 0.0311646 | Time: 3452.59 ms
[2022-04-20 17:30:07 main:581] : INFO : Epoch 1572 | loss: 0.0311506 | val_loss: 0.03116 | Time: 3450.69 ms
[2022-04-20 17:30:11 main:581] : INFO : Epoch 1573 | loss: 0.0311455 | val_loss: 0.0311585 | Time: 3464.16 ms
[2022-04-20 17:30:14 main:581] : INFO : Epoch 1574 | loss: 0.0311462 | val_loss: 0.0311657 | Time: 3451.08 ms
[2022-04-20 17:30:18 main:581] : INFO : Epoch 1575 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 3466.11 ms
[2022-04-20 17:30:21 main:581] : INFO : Epoch 1576 | loss: 0.031146 | val_loss: 0.0311662 | Time: 3477.53 ms
[2022-04-20 17:30:24 main:581] : INFO : Epoch 1577 | loss: 0.0311465 | val_loss: 0.0311614 | Time: 3457.19 ms
[2022-04-20 17:30:28 main:581] : INFO : Epoch 1578 | loss: 0.0311483 | val_loss: 0.0311677 | Time: 3458.45 ms
[2022-04-20 17:30:31 main:581] : INFO : Epoch 1579 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 3460.06 ms
[2022-04-20 17:30:35 main:581] : INFO : Epoch 1580 | loss: 0.031148 | val_loss: 0.0311622 | Time: 3455.59 ms
[2022-04-20 17:30:38 main:581] : INFO : Epoch 1581 | loss: 0.0311457 | val_loss: 0.0311611 | Time: 3452.81 ms
[2022-04-20 17:30:42 main:581] : INFO : Epoch 1582 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 3466.23 ms
[2022-04-20 17:30:45 main:581] : INFO : Epoch 1583 | loss: 0.0311449 | val_loss: 0.0311605 | Time: 3472.2 ms
[2022-04-20 17:30:49 main:581] : INFO : Epoch 1584 | loss: 0.0311423 | val_loss: 0.0311601 | Time: 3457.07 ms
[2022-04-20 17:30:52 main:581] : INFO : Epoch 1585 | loss: 0.0311458 | val_loss: 0.0311601 | Time: 3443 ms
[2022-04-20 17:30:56 main:581] : INFO : Epoch 1586 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 3461.14 ms
[2022-04-20 17:30:59 main:581] : INFO : Epoch 1587 | loss: 0.031146 | val_loss: 0.0311594 | Time: 3461.01 ms
[2022-04-20 17:31:02 main:581] : INFO : Epoch 1588 | loss: 0.0311448 | val_loss: 0.031159 | Time: 3460.4 ms
[2022-04-20 17:31:06 main:581] : INFO : Epoch 1589 | loss: 0.0311458 | val_loss: 0.0311642 | Time: 3466.14 ms
[2022-04-20 17:31:09 main:581] : INFO : Epoch 1590 | loss: 0.0311463 | val_loss: 0.0311612 | Time: 3459 ms
[2022-04-20 17:31:13 main:581] : INFO : Epoch 1591 | loss: 0.0311481 | val_loss: 0.0311606 | Time: 3453.12 ms
[2022-04-20 17:31:16 main:581] : INFO : Epoch 1592 | loss: 0.0311494 | val_loss: 0.0311714 | Time: 3452.45 ms
[2022-04-20 17:31:20 main:581] : INFO : Epoch 1593 | loss: 0.031154 | val_loss: 0.0311595 | Time: 3454 ms
[2022-04-20 17:31:23 main:581] : INFO : Epoch 1594 | loss: 0.0311527 | val_loss: 0.0311609 | Time: 3472.08 ms
[2022-04-20 17:31:27 main:581] : INFO : Epoch 1595 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 3452.91 ms
[2022-04-20 17:31:30 main:581] : INFO : Epoch 1596 | loss: 0.0311509 | val_loss: 0.0311594 | Time: 3461.74 ms
[2022-04-20 17:31:34 main:581] : INFO : Epoch 1597 | loss: 0.031149 | val_loss: 0.0311591 | Time: 3473.56 ms
[2022-04-20 17:31:37 main:581] : INFO : Epoch 1598 | loss: 0.0311512 | val_loss: 0.031159 | Time: 3449.51 ms
[2022-04-20 17:31:41 main:581] : INFO : Epoch 1599 | loss: 0.0311547 | val_loss: 0.0311715 | Time: 3451.59 ms
[2022-04-20 17:31:44 main:581] : INFO : Epoch 1600 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 3462.37 ms
[2022-04-20 17:31:47 main:581] : INFO : Epoch 1601 | loss: 0.0311577 | val_loss: 0.0311733 | Time: 3468.26 ms
[2022-04-20 17:31:51 main:581] : INFO : Epoch 1602 | loss: 0.0311556 | val_loss: 0.0311596 | Time: 3450.52 ms
[2022-04-20 17:31:54 main:581] : INFO : Epoch 1603 | loss: 0.0311512 | val_loss: 0.0311629 | Time: 3464.35 ms
[2022-04-20 17:31:58 main:581] : INFO : Epoch 1604 | loss: 0.0311517 | val_loss: 0.0311615 | Time: 3476.98 ms
[2022-04-20 17:32:01 main:581] : INFO : Epoch 1605 | loss: 0.0311495 | val_loss: 0.0311587 | Time: 3445.72 ms
[2022-04-20 17:32:05 main:581] : INFO : Epoch 1606 | loss: 0.0311509 | val_loss: 0.0311655 | Time: 3464.08 ms
[2022-04-20 17:32:08 main:581] : INFO : Epoch 1607 | loss: 0.031149 | val_loss: 0.0311592 | Time: 3462.75 ms
[2022-04-20 17:32:12 main:581] : INFO : Epoch 1608 | loss: 0.031148 | val_loss: 0.0311613 | Time: 3445.88 ms
[2022-04-20 17:32:15 main:581] : INFO : Epoch 1609 | loss: 0.0311503 | val_loss: 0.0311586 | Time: 3453.98 ms
[2022-04-20 17:32:19 main:581] : INFO : Epoch 1610 | loss: 0.031151 | val_loss: 0.0311613 | Time: 3475.88 ms
[2022-04-20 17:32:22 main:581] : INFO : Epoch 1611 | loss: 0.0311534 | val_loss: 0.0311732 | Time: 3458.86 ms
[2022-04-20 17:32:26 main:581] : INFO : Epoch 1612 | loss: 0.0311584 | val_loss: 0.0311673 | Time: 3456.55 ms
[2022-04-20 17:32:29 main:581] : INFO : Epoch 1613 | loss: 0.0311555 | val_loss: 0.0311587 | Time: 3452.09 ms
[2022-04-20 17:32:32 main:581] : INFO : Epoch 1614 | loss: 0.0311493 | val_loss: 0.0311655 | Time: 3452.6 ms
[2022-04-20 17:32:36 main:581] : INFO : Epoch 1615 | loss: 0.0311528 | val_loss: 0.0311607 | Time: 3461.12 ms
[2022-04-20 17:32:39 main:581] : INFO : Epoch 1616 | loss: 0.0311509 | val_loss: 0.0311703 | Time: 3453.38 ms
[2022-04-20 17:32:43 main:581] : INFO : Epoch 1617 | loss: 0.0311483 | val_loss: 0.0311599 | Time: 3468.02 ms
[2022-04-20 17:32:46 main:581] : INFO : Epoch 1618 | loss: 0.0311461 | val_loss: 0.0311615 | Time: 3481.16 ms
[2022-04-20 17:32:50 main:581] : INFO : Epoch 1619 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 3467.69 ms
[2022-04-20 17:32:53 main:581] : INFO : Epoch 1620 | loss: 0.0311462 | val_loss: 0.0311641 | Time: 3448.21 ms
[2022-04-20 17:32:57 main:581] : INFO : Epoch 1621 | loss: 0.0311455 | val_loss: 0.0311631 | Time: 3461.06 ms
[2022-04-20 17:33:00 main:581] : INFO : Epoch 1622 | loss: 0.0311488 | val_loss: 0.0311704 | Time: 3470.3 ms
[2022-04-20 17:33:04 main:581] : INFO : Epoch 1623 | loss: 0.0311439 | val_loss: 0.0311666 | Time: 3445.68 ms
[2022-04-20 17:33:07 main:581] : INFO : Epoch 1624 | loss: 0.0311449 | val_loss: 0.0311622 | Time: 3463.8 ms
[2022-04-20 17:33:11 main:581] : INFO : Epoch 1625 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 3468.36 ms
[2022-04-20 17:33:14 main:581] : INFO : Epoch 1626 | loss: 0.0311444 | val_loss: 0.0311666 | Time: 3441.64 ms
[2022-04-20 17:33:17 main:581] : INFO : Epoch 1627 | loss: 0.0311443 | val_loss: 0.0311621 | Time: 3465.67 ms
[2022-04-20 17:33:21 main:581] : INFO : Epoch 1628 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 3455.41 ms
[2022-04-20 17:33:24 main:581] : INFO : Epoch 1629 | loss: 0.0311453 | val_loss: 0.0311761 | Time: 3458.62 ms
[2022-04-20 17:33:28 main:581] : INFO : Epoch 1630 | loss: 0.0311625 | val_loss: 0.0311655 | Time: 3461.55 ms
[2022-04-20 17:33:31 main:581] : INFO : Epoch 1631 | loss: 0.0311452 | val_loss: 0.0311619 | Time: 3463.44 ms
[2022-04-20 17:33:35 main:581] : INFO : Epoch 1632 | loss: 0.0311452 | val_loss: 0.0311596 | Time: 3476.34 ms
[2022-04-20 17:33:38 main:581] : INFO : Epoch 1633 | loss: 0.0311451 | val_loss: 0.0311592 | Time: 3466.4 ms
[2022-04-20 17:33:42 main:581] : INFO : Epoch 1634 | loss: 0.031144 | val_loss: 0.0311607 | Time: 3456.2 ms
[2022-04-20 17:33:45 main:581] : INFO : Epoch 1635 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 3452.35 ms
[2022-04-20 17:33:49 main:581] : INFO : Epoch 1636 | loss: 0.0311401 | val_loss: 0.0311592 | Time: 3452.76 ms
[2022-04-20 17:33:52 main:581] : INFO : Epoch 1637 | loss: 0.0311419 | val_loss: 0.0311657 | Time: 3460.05 ms
[2022-04-20 17:33:56 main:581] : INFO : Epoch 1638 | loss: 0.0311451 | val_loss: 0.0311625 | Time: 3457.7 ms
[2022-04-20 17:33:59 main:581] : INFO : Epoch 1639 | loss: 0.0311444 | val_loss: 0.031157 | Time: 3475.4 ms
[2022-04-20 17:34:02 main:581] : INFO : Epoch 1640 | loss: 0.0311446 | val_loss: 0.031159 | Time: 3465.8 ms
[2022-04-20 17:34:06 main:581] : INFO : Epoch 1641 | loss: 0.0311449 | val_loss: 0.0311582 | Time: 3459.54 ms
[2022-04-20 17:34:09 main:581] : INFO : Epoch 1642 | loss: 0.0311459 | val_loss: 0.0311581 | Time: 3459.65 ms
[2022-04-20 17:34:13 main:581] : INFO : Epoch 1643 | loss: 0.031146 | val_loss: 0.0311583 | Time: 3470.6 ms
[2022-04-20 17:34:16 main:581] : INFO : Epoch 1644 | loss: 0.0311474 | val_loss: 0.0311613 | Time: 3451.59 ms
[2022-04-20 17:34:20 main:581] : INFO : Epoch 1645 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 3461.96 ms
[2022-04-20 17:34:23 main:581] : INFO : Epoch 1646 | loss: 0.0311621 | val_loss: 0.0311677 | Time: 3464.51 ms
[2022-04-20 17:34:27 main:581] : INFO : Epoch 1647 | loss: 0.0311645 | val_loss: 0.0311676 | Time: 3455.03 ms
[2022-04-20 17:34:30 main:581] : INFO : Epoch 1648 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 3465.12 ms
[2022-04-20 17:34:34 main:581] : INFO : Epoch 1649 | loss: 0.0311746 | val_loss: 0.0311691 | Time: 3453.33 ms
[2022-04-20 17:34:37 main:581] : INFO : Epoch 1650 | loss: 0.0311816 | val_loss: 0.0311942 | Time: 3455.51 ms
[2022-04-20 17:34:41 main:581] : INFO : Epoch 1651 | loss: 0.031441 | val_loss: 0.0385661 | Time: 3461.98 ms
[2022-04-20 17:34:44 main:581] : INFO : Epoch 1652 | loss: 0.0476195 | val_loss: 0.0330108 | Time: 3462.21 ms
[2022-04-20 17:34:47 main:581] : INFO : Epoch 1653 | loss: 0.0336172 | val_loss: 0.0315951 | Time: 3464.98 ms
[2022-04-20 17:34:51 main:581] : INFO : Epoch 1654 | loss: 0.0314174 | val_loss: 0.0313717 | Time: 3454.78 ms
[2022-04-20 17:34:54 main:581] : INFO : Epoch 1655 | loss: 0.0312947 | val_loss: 0.0312593 | Time: 3453.76 ms
[2022-04-20 17:34:58 main:581] : INFO : Epoch 1656 | loss: 0.0312514 | val_loss: 0.031244 | Time: 3455.91 ms
[2022-04-20 17:35:01 main:581] : INFO : Epoch 1657 | loss: 0.0312388 | val_loss: 0.031234 | Time: 3464.51 ms
[2022-04-20 17:35:05 main:581] : INFO : Epoch 1658 | loss: 0.0312296 | val_loss: 0.0312265 | Time: 3462.2 ms
[2022-04-20 17:35:08 main:581] : INFO : Epoch 1659 | loss: 0.0312218 | val_loss: 0.0312203 | Time: 3464.03 ms
[2022-04-20 17:35:12 main:581] : INFO : Epoch 1660 | loss: 0.0312164 | val_loss: 0.0312161 | Time: 3500.3 ms
[2022-04-20 17:35:15 main:581] : INFO : Epoch 1661 | loss: 0.0312125 | val_loss: 0.0312145 | Time: 3471.26 ms
[2022-04-20 17:35:19 main:581] : INFO : Epoch 1662 | loss: 0.0312112 | val_loss: 0.0312132 | Time: 3458.71 ms
[2022-04-20 17:35:22 main:581] : INFO : Epoch 1663 | loss: 0.0312093 | val_loss: 0.0312122 | Time: 3480.13 ms
[2022-04-20 17:35:26 main:581] : INFO : Epoch 1664 | loss: 0.0312082 | val_loss: 0.0312109 | Time: 3465.83 ms
[2022-04-20 17:35:29 main:581] : INFO : Epoch 1665 | loss: 0.0312074 | val_loss: 0.0312108 | Time: 3453.02 ms
[2022-04-20 17:35:32 main:581] : INFO : Epoch 1666 | loss: 0.0312067 | val_loss: 0.0312097 | Time: 3467.91 ms
[2022-04-20 17:35:36 main:581] : INFO : Epoch 1667 | loss: 0.0312055 | val_loss: 0.0312094 | Time: 3464.88 ms
[2022-04-20 17:35:39 main:581] : INFO : Epoch 1668 | loss: 0.0312044 | val_loss: 0.0312076 | Time: 3450.18 ms
[2022-04-20 17:35:43 main:581] : INFO : Epoch 1669 | loss: 0.0312024 | val_loss: 0.0312051 | Time: 3457.91 ms
[2022-04-20 17:35:46 main:581] : INFO : Epoch 1670 | loss: 0.0312005 | val_loss: 0.0311987 | Time: 3463.64 ms
[2022-04-20 17:35:50 main:581] : INFO : Epoch 1671 | loss: 0.0311946 | val_loss: 0.0311907 | Time: 3462.66 ms
[2022-04-20 17:35:53 main:581] : INFO : Epoch 1672 | loss: 0.0311875 | val_loss: 0.0311826 | Time: 3447.34 ms
[2022-04-20 17:35:57 main:581] : INFO : Epoch 1673 | loss: 0.0311847 | val_loss: 0.0311825 | Time: 3469.74 ms
[2022-04-20 17:36:00 main:581] : INFO : Epoch 1674 | loss: 0.0311841 | val_loss: 0.031183 | Time: 3468.75 ms
[2022-04-20 17:36:04 main:581] : INFO : Epoch 1675 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 3455.91 ms
[2022-04-20 17:36:07 main:581] : INFO : Epoch 1676 | loss: 0.0311865 | val_loss: 0.031184 | Time: 3461.41 ms
[2022-04-20 17:36:11 main:581] : INFO : Epoch 1677 | loss: 0.031185 | val_loss: 0.0311811 | Time: 3449.18 ms
[2022-04-20 17:36:14 main:581] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311785 | Time: 3472.74 ms
[2022-04-20 17:36:17 main:581] : INFO : Epoch 1679 | loss: 0.0311812 | val_loss: 0.0311782 | Time: 3453.94 ms
[2022-04-20 17:36:21 main:581] : INFO : Epoch 1680 | loss: 0.0311812 | val_loss: 0.0311813 | Time: 3456.21 ms
[2022-04-20 17:36:24 main:581] : INFO : Epoch 1681 | loss: 0.0311835 | val_loss: 0.0311821 | Time: 3475.07 ms
[2022-04-20 17:36:28 main:581] : INFO : Epoch 1682 | loss: 0.0311825 | val_loss: 0.0311813 | Time: 3462.2 ms
[2022-04-20 17:36:31 main:581] : INFO : Epoch 1683 | loss: 0.0311805 | val_loss: 0.0311766 | Time: 3445.77 ms
[2022-04-20 17:36:35 main:581] : INFO : Epoch 1684 | loss: 0.0311783 | val_loss: 0.0311775 | Time: 3461.33 ms
[2022-04-20 17:36:38 main:581] : INFO : Epoch 1685 | loss: 0.0311774 | val_loss: 0.0311759 | Time: 3461.04 ms
[2022-04-20 17:36:42 main:581] : INFO : Epoch 1686 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 3454.99 ms
[2022-04-20 17:36:45 main:581] : INFO : Epoch 1687 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 3463.02 ms
[2022-04-20 17:36:49 main:581] : INFO : Epoch 1688 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 3464.59 ms
[2022-04-20 17:36:52 main:581] : INFO : Epoch 1689 | loss: 0.0311757 | val_loss: 0.0311751 | Time: 3454.89 ms
[2022-04-20 17:36:56 main:581] : INFO : Epoch 1690 | loss: 0.0311745 | val_loss: 0.0311739 | Time: 3454.65 ms
[2022-04-20 17:36:59 main:581] : INFO : Epoch 1691 | loss: 0.0311745 | val_loss: 0.0311726 | Time: 3465.79 ms
[2022-04-20 17:37:02 main:581] : INFO : Epoch 1692 | loss: 0.0311726 | val_loss: 0.0311721 | Time: 3451.88 ms
[2022-04-20 17:37:06 main:581] : INFO : Epoch 1693 | loss: 0.0311723 | val_loss: 0.0311712 | Time: 3452.59 ms
[2022-04-20 17:37:09 main:581] : INFO : Epoch 1694 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 3470.82 ms
[2022-04-20 17:37:13 main:581] : INFO : Epoch 1695 | loss: 0.0311789 | val_loss: 0.0311754 | Time: 3463.7 ms
[2022-04-20 17:37:16 main:581] : INFO : Epoch 1696 | loss: 0.0311777 | val_loss: 0.031177 | Time: 3462.56 ms
[2022-04-20 17:37:20 main:581] : INFO : Epoch 1697 | loss: 0.0311756 | val_loss: 0.0311744 | Time: 3451.83 ms
[2022-04-20 17:37:23 main:581] : INFO : Epoch 1698 | loss: 0.0311728 | val_loss: 0.031173 | Time: 3452.92 ms
[2022-04-20 17:37:27 main:581] : INFO : Epoch 1699 | loss: 0.0311728 | val_loss: 0.0311719 | Time: 3462.34 ms
[2022-04-20 17:37:30 main:581] : INFO : Epoch 1700 | loss: 0.0311714 | val_loss: 0.0311702 | Time: 3457.84 ms
[2022-04-20 17:37:34 main:581] : INFO : Epoch 1701 | loss: 0.0311707 | val_loss: 0.031172 | Time: 3471.1 ms
[2022-04-20 17:37:37 main:581] : INFO : Epoch 1702 | loss: 0.0311703 | val_loss: 0.0311725 | Time: 3481.95 ms
[2022-04-20 17:37:41 main:581] : INFO : Epoch 1703 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 3461.18 ms
[2022-04-20 17:37:44 main:581] : INFO : Epoch 1704 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 3460.73 ms
[2022-04-20 17:37:47 main:581] : INFO : Epoch 1705 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 3456.01 ms
[2022-04-20 17:37:51 main:581] : INFO : Epoch 1706 | loss: 0.0311646 | val_loss: 0.0311709 | Time: 3467.34 ms
[2022-04-20 17:37:54 main:581] : INFO : Epoch 1707 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 3453.89 ms
[2022-04-20 17:37:58 main:581] : INFO : Epoch 1708 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 3460.23 ms
[2022-04-20 17:38:01 main:581] : INFO : Epoch 1709 | loss: 0.031165 | val_loss: 0.0311723 | Time: 3477.34 ms
[2022-04-20 17:38:05 main:581] : INFO : Epoch 1710 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 3445.98 ms
[2022-04-20 17:38:08 main:581] : INFO : Epoch 1711 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 3457.39 ms
[2022-04-20 17:38:12 main:581] : INFO : Epoch 1712 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 3470.8 ms
[2022-04-20 17:38:15 main:581] : INFO : Epoch 1713 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 3451.49 ms
[2022-04-20 17:38:19 main:581] : INFO : Epoch 1714 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 3453.19 ms
[2022-04-20 17:38:22 main:581] : INFO : Epoch 1715 | loss: 0.0311619 | val_loss: 0.0311691 | Time: 3465.92 ms
[2022-04-20 17:38:26 main:581] : INFO : Epoch 1716 | loss: 0.0311605 | val_loss: 0.03117 | Time: 3468.41 ms
[2022-04-20 17:38:29 main:581] : INFO : Epoch 1717 | loss: 0.0311606 | val_loss: 0.0311666 | Time: 3463 ms
[2022-04-20 17:38:32 main:581] : INFO : Epoch 1718 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 3450.25 ms
[2022-04-20 17:38:36 main:581] : INFO : Epoch 1719 | loss: 0.0311603 | val_loss: 0.0311696 | Time: 3462.47 ms
[2022-04-20 17:38:39 main:581] : INFO : Epoch 1720 | loss: 0.0311589 | val_loss: 0.031168 | Time: 3465.9 ms
[2022-04-20 17:38:43 main:581] : INFO : Epoch 1721 | loss: 0.0311583 | val_loss: 0.0311694 | Time: 3447.03 ms
[2022-04-20 17:38:46 main:581] : INFO : Epoch 1722 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 3456.76 ms
[2022-04-20 17:38:50 main:581] : INFO : Epoch 1723 | loss: 0.0311568 | val_loss: 0.031169 | Time: 3478.01 ms
[2022-04-20 17:38:53 main:581] : INFO : Epoch 1724 | loss: 0.031158 | val_loss: 0.0311694 | Time: 3457.43 ms
[2022-04-20 17:38:57 main:581] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311685 | Time: 3459.18 ms
[2022-04-20 17:39:00 main:581] : INFO : Epoch 1726 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 3447.87 ms
[2022-04-20 17:39:04 main:581] : INFO : Epoch 1727 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 3468.63 ms
[2022-04-20 17:39:07 main:581] : INFO : Epoch 1728 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 3453.42 ms
[2022-04-20 17:39:11 main:581] : INFO : Epoch 1729 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 3461.86 ms
[2022-04-20 17:39:14 main:581] : INFO : Epoch 1730 | loss: 0.0311555 | val_loss: 0.031168 | Time: 3470 ms
[2022-04-20 17:39:17 main:581] : INFO : Epoch 1731 | loss: 0.0311554 | val_loss: 0.0311696 | Time: 3448.09 ms
[2022-04-20 17:39:21 main:581] : INFO : Epoch 1732 | loss: 0.0311542 | val_loss: 0.0311737 | Time: 3458.43 ms
[2022-04-20 17:39:24 main:581] : INFO : Epoch 1733 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 3459.15 ms
[2022-04-20 17:39:28 main:581] : INFO : Epoch 1734 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 3456.62 ms
[2022-04-20 17:39:31 main:581] : INFO : Epoch 1735 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 3457.45 ms
[2022-04-20 17:39:35 main:581] : INFO : Epoch 1736 | loss: 0.0311538 | val_loss: 0.0311676 | Time: 3455.22 ms
[2022-04-20 17:39:38 main:581] : INFO : Epoch 1737 | loss: 0.0311555 | val_loss: 0.0311696 | Time: 3470.42 ms
[2022-04-20 17:39:42 main:581] : INFO : Epoch 1738 | loss: 0.0311567 | val_loss: 0.031166 | Time: 3461.9 ms
[2022-04-20 17:39:45 main:581] : INFO : Epoch 1739 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 3454.34 ms
[2022-04-20 17:39:49 main:581] : INFO : Epoch 1740 | loss: 0.0311578 | val_loss: 0.0311669 | Time: 3457.43 ms
[2022-04-20 17:39:52 main:581] : INFO : Epoch 1741 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 3464.63 ms
[2022-04-20 17:39:56 main:581] : INFO : Epoch 1742 | loss: 0.0311558 | val_loss: 0.0311684 | Time: 3461.68 ms
[2022-04-20 17:39:59 main:581] : INFO : Epoch 1743 | loss: 0.0311547 | val_loss: 0.0311662 | Time: 3465.72 ms
[2022-04-20 17:40:02 main:581] : INFO : Epoch 1744 | loss: 0.0311545 | val_loss: 0.0311678 | Time: 3472.27 ms
[2022-04-20 17:40:06 main:581] : INFO : Epoch 1745 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 3456.62 ms
[2022-04-20 17:40:09 main:581] : INFO : Epoch 1746 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 3451.06 ms
[2022-04-20 17:40:13 main:581] : INFO : Epoch 1747 | loss: 0.0311526 | val_loss: 0.0311665 | Time: 3461.59 ms
[2022-04-20 17:40:16 main:581] : INFO : Epoch 1748 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 3464.06 ms
[2022-04-20 17:40:20 main:581] : INFO : Epoch 1749 | loss: 0.0311523 | val_loss: 0.0311661 | Time: 3444.69 ms
[2022-04-20 17:40:23 main:581] : INFO : Epoch 1750 | loss: 0.0311514 | val_loss: 0.0311655 | Time: 3467.31 ms
[2022-04-20 17:40:27 main:581] : INFO : Epoch 1751 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 3475.04 ms
[2022-04-20 17:40:30 main:581] : INFO : Epoch 1752 | loss: 0.0311519 | val_loss: 0.0311695 | Time: 3439.41 ms
[2022-04-20 17:40:34 main:581] : INFO : Epoch 1753 | loss: 0.0311541 | val_loss: 0.0311651 | Time: 3463.53 ms
[2022-04-20 17:40:37 main:581] : INFO : Epoch 1754 | loss: 0.0311529 | val_loss: 0.0311699 | Time: 3461.16 ms
[2022-04-20 17:40:40 main:581] : INFO : Epoch 1755 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 3455.85 ms
[2022-04-20 17:40:44 main:581] : INFO : Epoch 1756 | loss: 0.0311512 | val_loss: 0.0311656 | Time: 3452.46 ms
[2022-04-20 17:40:47 main:581] : INFO : Epoch 1757 | loss: 0.0311514 | val_loss: 0.0311642 | Time: 3462.37 ms
[2022-04-20 17:40:51 main:581] : INFO : Epoch 1758 | loss: 0.0311508 | val_loss: 0.0311673 | Time: 3467.48 ms
[2022-04-20 17:40:54 main:581] : INFO : Epoch 1759 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 3460.68 ms
[2022-04-20 17:40:58 main:581] : INFO : Epoch 1760 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 3467.73 ms
[2022-04-20 17:41:01 main:581] : INFO : Epoch 1761 | loss: 0.0311523 | val_loss: 0.031164 | Time: 3452.12 ms
[2022-04-20 17:41:05 main:581] : INFO : Epoch 1762 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 3459.35 ms
[2022-04-20 17:41:08 main:581] : INFO : Epoch 1763 | loss: 0.0311514 | val_loss: 0.0311641 | Time: 3466.35 ms
[2022-04-20 17:41:12 main:581] : INFO : Epoch 1764 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 3460.46 ms
[2022-04-20 17:41:15 main:581] : INFO : Epoch 1765 | loss: 0.031151 | val_loss: 0.0311679 | Time: 3475.29 ms
[2022-04-20 17:41:19 main:581] : INFO : Epoch 1766 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 3459.71 ms
[2022-04-20 17:41:22 main:581] : INFO : Epoch 1767 | loss: 0.0311504 | val_loss: 0.0311666 | Time: 3442.55 ms
[2022-04-20 17:41:25 main:581] : INFO : Epoch 1768 | loss: 0.0311508 | val_loss: 0.0311651 | Time: 3470.45 ms
[2022-04-20 17:41:29 main:581] : INFO : Epoch 1769 | loss: 0.0311507 | val_loss: 0.0311651 | Time: 3471.64 ms
[2022-04-20 17:41:32 main:581] : INFO : Epoch 1770 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 3448.43 ms
[2022-04-20 17:41:36 main:581] : INFO : Epoch 1771 | loss: 0.0311522 | val_loss: 0.031168 | Time: 3468.3 ms
[2022-04-20 17:41:39 main:581] : INFO : Epoch 1772 | loss: 0.0311498 | val_loss: 0.0311678 | Time: 3466.8 ms
[2022-04-20 17:41:43 main:581] : INFO : Epoch 1773 | loss: 0.0311502 | val_loss: 0.0311645 | Time: 3457.91 ms
[2022-04-20 17:41:46 main:581] : INFO : Epoch 1774 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 3460.15 ms
[2022-04-20 17:41:50 main:581] : INFO : Epoch 1775 | loss: 0.0311523 | val_loss: 0.0311653 | Time: 3464.5 ms
[2022-04-20 17:41:53 main:581] : INFO : Epoch 1776 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 3460.41 ms
[2022-04-20 17:41:57 main:581] : INFO : Epoch 1777 | loss: 0.0311554 | val_loss: 0.0311692 | Time: 3453.88 ms
[2022-04-20 17:42:00 main:581] : INFO : Epoch 1778 | loss: 0.0311553 | val_loss: 0.0311724 | Time: 3463.73 ms
[2022-04-20 17:42:04 main:581] : INFO : Epoch 1779 | loss: 0.0311536 | val_loss: 0.0311708 | Time: 3461.9 ms
[2022-04-20 17:42:07 main:581] : INFO : Epoch 1780 | loss: 0.0311512 | val_loss: 0.0311668 | Time: 3462.36 ms
[2022-04-20 17:42:10 main:581] : INFO : Epoch 1781 | loss: 0.031152 | val_loss: 0.0311655 | Time: 3461.29 ms
[2022-04-20 17:42:14 main:581] : INFO : Epoch 1782 | loss: 0.0311535 | val_loss: 0.0311643 | Time: 3457.37 ms
[2022-04-20 17:42:17 main:581] : INFO : Epoch 1783 | loss: 0.031153 | val_loss: 0.0311686 | Time: 3461.62 ms
[2022-04-20 17:42:21 main:581] : INFO : Epoch 1784 | loss: 0.0311511 | val_loss: 0.0311644 | Time: 3457.95 ms
[2022-04-20 17:42:24 main:581] : INFO : Epoch 1785 | loss: 0.0311499 | val_loss: 0.0311652 | Time: 3456.31 ms
[2022-04-20 17:42:28 main:581] : INFO : Epoch 1786 | loss: 0.0311495 | val_loss: 0.0311673 | Time: 3475.94 ms
[2022-04-20 17:42:31 main:581] : INFO : Epoch 1787 | loss: 0.031149 | val_loss: 0.0311628 | Time: 3459.64 ms
[2022-04-20 17:42:35 main:581] : INFO : Epoch 1788 | loss: 0.0311481 | val_loss: 0.0311692 | Time: 3449.72 ms
[2022-04-20 17:42:38 main:581] : INFO : Epoch 1789 | loss: 0.031152 | val_loss: 0.0311631 | Time: 3469.7 ms
[2022-04-20 17:42:42 main:581] : INFO : Epoch 1790 | loss: 0.0311489 | val_loss: 0.0311649 | Time: 3453.08 ms
[2022-04-20 17:42:45 main:581] : INFO : Epoch 1791 | loss: 0.031149 | val_loss: 0.0311668 | Time: 3452.83 ms
[2022-04-20 17:42:49 main:581] : INFO : Epoch 1792 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 3463.85 ms
[2022-04-20 17:42:52 main:581] : INFO : Epoch 1793 | loss: 0.0311496 | val_loss: 0.0311658 | Time: 3470.26 ms
[2022-04-20 17:42:55 main:581] : INFO : Epoch 1794 | loss: 0.0311497 | val_loss: 0.0311638 | Time: 3453.38 ms
[2022-04-20 17:42:59 main:581] : INFO : Epoch 1795 | loss: 0.0311478 | val_loss: 0.0311669 | Time: 3458.44 ms
[2022-04-20 17:43:02 main:581] : INFO : Epoch 1796 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 3464.46 ms
[2022-04-20 17:43:06 main:581] : INFO : Epoch 1797 | loss: 0.0311481 | val_loss: 0.0311661 | Time: 3462.33 ms
[2022-04-20 17:43:09 main:581] : INFO : Epoch 1798 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 3457.33 ms
[2022-04-20 17:43:13 main:581] : INFO : Epoch 1799 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 3471.63 ms
[2022-04-20 17:43:16 main:581] : INFO : Epoch 1800 | loss: 0.0311472 | val_loss: 0.0311629 | Time: 3470.66 ms
[2022-04-20 17:43:20 main:581] : INFO : Epoch 1801 | loss: 0.0311469 | val_loss: 0.0311634 | Time: 3462.79 ms
[2022-04-20 17:43:23 main:581] : INFO : Epoch 1802 | loss: 0.0311462 | val_loss: 0.031165 | Time: 3456.31 ms
[2022-04-20 17:43:27 main:581] : INFO : Epoch 1803 | loss: 0.031149 | val_loss: 0.0311645 | Time: 3460.68 ms
[2022-04-20 17:43:30 main:581] : INFO : Epoch 1804 | loss: 0.0311504 | val_loss: 0.0311757 | Time: 3472.23 ms
[2022-04-20 17:43:34 main:581] : INFO : Epoch 1805 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 3454.83 ms
[2022-04-20 17:43:37 main:581] : INFO : Epoch 1806 | loss: 0.0311517 | val_loss: 0.0311631 | Time: 3453.35 ms
[2022-04-20 17:43:41 main:581] : INFO : Epoch 1807 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 3470.7 ms
[2022-04-20 17:43:44 main:581] : INFO : Epoch 1808 | loss: 0.0311549 | val_loss: 0.0311642 | Time: 3450.4 ms
[2022-04-20 17:43:47 main:581] : INFO : Epoch 1809 | loss: 0.0311522 | val_loss: 0.0311661 | Time: 3448.34 ms
[2022-04-20 17:43:51 main:581] : INFO : Epoch 1810 | loss: 0.0311533 | val_loss: 0.0311684 | Time: 3465.9 ms
[2022-04-20 17:43:54 main:581] : INFO : Epoch 1811 | loss: 0.0311547 | val_loss: 0.0311677 | Time: 3471.99 ms
[2022-04-20 17:43:58 main:581] : INFO : Epoch 1812 | loss: 0.031154 | val_loss: 0.0311657 | Time: 3453.72 ms
[2022-04-20 17:44:01 main:581] : INFO : Epoch 1813 | loss: 0.0311515 | val_loss: 0.0311683 | Time: 3470.25 ms
[2022-04-20 17:44:05 main:581] : INFO : Epoch 1814 | loss: 0.0311499 | val_loss: 0.0311627 | Time: 3471.44 ms
[2022-04-20 17:44:08 main:581] : INFO : Epoch 1815 | loss: 0.0311488 | val_loss: 0.0311608 | Time: 3451.43 ms
[2022-04-20 17:44:12 main:581] : INFO : Epoch 1816 | loss: 0.0311474 | val_loss: 0.0311632 | Time: 3465.65 ms
[2022-04-20 17:44:15 main:581] : INFO : Epoch 1817 | loss: 0.0311478 | val_loss: 0.0311638 | Time: 3465.59 ms
[2022-04-20 17:44:19 main:581] : INFO : Epoch 1818 | loss: 0.0311494 | val_loss: 0.0311628 | Time: 3454.72 ms
[2022-04-20 17:44:22 main:581] : INFO : Epoch 1819 | loss: 0.0311483 | val_loss: 0.0311663 | Time: 3453.88 ms
[2022-04-20 17:44:26 main:581] : INFO : Epoch 1820 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 3472.02 ms
[2022-04-20 17:44:29 main:581] : INFO : Epoch 1821 | loss: 0.0311532 | val_loss: 0.031165 | Time: 3457.91 ms
[2022-04-20 17:44:32 main:581] : INFO : Epoch 1822 | loss: 0.0311505 | val_loss: 0.0311653 | Time: 3466.21 ms
[2022-04-20 17:44:36 main:581] : INFO : Epoch 1823 | loss: 0.0311459 | val_loss: 0.0311645 | Time: 3451.9 ms
[2022-04-20 17:44:39 main:581] : INFO : Epoch 1824 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 3451.72 ms
[2022-04-20 17:44:43 main:581] : INFO : Epoch 1825 | loss: 0.0311478 | val_loss: 0.0311776 | Time: 3459.5 ms
[2022-04-20 17:44:46 main:581] : INFO : Epoch 1826 | loss: 0.0311492 | val_loss: 0.0311606 | Time: 3460.44 ms
[2022-04-20 17:44:50 main:581] : INFO : Epoch 1827 | loss: 0.0311477 | val_loss: 0.031169 | Time: 3466.27 ms
[2022-04-20 17:44:53 main:581] : INFO : Epoch 1828 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 3470 ms
[2022-04-20 17:44:57 main:581] : INFO : Epoch 1829 | loss: 0.0311468 | val_loss: 0.0311648 | Time: 3460.59 ms
[2022-04-20 17:45:00 main:581] : INFO : Epoch 1830 | loss: 0.0311481 | val_loss: 0.0311682 | Time: 3460.54 ms
[2022-04-20 17:45:04 main:581] : INFO : Epoch 1831 | loss: 0.0311472 | val_loss: 0.0311659 | Time: 3460.57 ms
[2022-04-20 17:45:07 main:581] : INFO : Epoch 1832 | loss: 0.0311467 | val_loss: 0.0311651 | Time: 3464.58 ms
[2022-04-20 17:45:11 main:581] : INFO : Epoch 1833 | loss: 0.0311477 | val_loss: 0.031166 | Time: 3461.93 ms
[2022-04-20 17:45:14 main:581] : INFO : Epoch 1834 | loss: 0.03115 | val_loss: 0.0311658 | Time: 3473.15 ms
[2022-04-20 17:45:17 main:581] : INFO : Epoch 1835 | loss: 0.03115 | val_loss: 0.0311635 | Time: 3490.66 ms
[2022-04-20 17:45:21 main:581] : INFO : Epoch 1836 | loss: 0.0311482 | val_loss: 0.0311648 | Time: 3451.92 ms
[2022-04-20 17:45:24 main:581] : INFO : Epoch 1837 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 3470 ms
[2022-04-20 17:45:28 main:581] : INFO : Epoch 1838 | loss: 0.0311484 | val_loss: 0.031162 | Time: 3479.82 ms
[2022-04-20 17:45:31 main:581] : INFO : Epoch 1839 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 3457.1 ms
[2022-04-20 17:45:35 main:581] : INFO : Epoch 1840 | loss: 0.0311483 | val_loss: 0.0311614 | Time: 3453.69 ms
[2022-04-20 17:45:38 main:581] : INFO : Epoch 1841 | loss: 0.0311538 | val_loss: 0.031162 | Time: 3463.24 ms
[2022-04-20 17:45:42 main:581] : INFO : Epoch 1842 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 3473.49 ms
[2022-04-20 17:45:45 main:581] : INFO : Epoch 1843 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 3464.54 ms
[2022-04-20 17:45:49 main:581] : INFO : Epoch 1844 | loss: 0.0311509 | val_loss: 0.0311649 | Time: 3449.48 ms
[2022-04-20 17:45:52 main:581] : INFO : Epoch 1845 | loss: 0.0311489 | val_loss: 0.0311634 | Time: 3455.39 ms
[2022-04-20 17:45:56 main:581] : INFO : Epoch 1846 | loss: 0.0311475 | val_loss: 0.0311624 | Time: 3458.31 ms
[2022-04-20 17:45:59 main:581] : INFO : Epoch 1847 | loss: 0.0311481 | val_loss: 0.0311618 | Time: 3450 ms
[2022-04-20 17:46:02 main:581] : INFO : Epoch 1848 | loss: 0.0311484 | val_loss: 0.0311598 | Time: 3466.06 ms
[2022-04-20 17:46:06 main:581] : INFO : Epoch 1849 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 3469.17 ms
[2022-04-20 17:46:09 main:581] : INFO : Epoch 1850 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 3462.03 ms
[2022-04-20 17:46:13 main:581] : INFO : Epoch 1851 | loss: 0.0311448 | val_loss: 0.03116 | Time: 3448.93 ms
[2022-04-20 17:46:16 main:581] : INFO : Epoch 1852 | loss: 0.0311461 | val_loss: 0.0311617 | Time: 3463.21 ms
[2022-04-20 17:46:20 main:581] : INFO : Epoch 1853 | loss: 0.0311451 | val_loss: 0.031165 | Time: 3463.07 ms
[2022-04-20 17:46:23 main:581] : INFO : Epoch 1854 | loss: 0.0311487 | val_loss: 0.0311642 | Time: 3445.78 ms
[2022-04-20 17:46:27 main:581] : INFO : Epoch 1855 | loss: 0.0311462 | val_loss: 0.0311598 | Time: 3465.3 ms
[2022-04-20 17:46:30 main:581] : INFO : Epoch 1856 | loss: 0.0311473 | val_loss: 0.0311642 | Time: 3474.84 ms
[2022-04-20 17:46:34 main:581] : INFO : Epoch 1857 | loss: 0.0311459 | val_loss: 0.0311646 | Time: 3442.58 ms
[2022-04-20 17:46:37 main:581] : INFO : Epoch 1858 | loss: 0.0311435 | val_loss: 0.0311655 | Time: 3458.49 ms
[2022-04-20 17:46:41 main:581] : INFO : Epoch 1859 | loss: 0.0311511 | val_loss: 0.031168 | Time: 3468.13 ms
[2022-04-20 17:46:44 main:581] : INFO : Epoch 1860 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 3469.8 ms
[2022-04-20 17:46:47 main:581] : INFO : Epoch 1861 | loss: 0.0311453 | val_loss: 0.0311613 | Time: 3458.84 ms
[2022-04-20 17:46:51 main:581] : INFO : Epoch 1862 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 3460.02 ms
[2022-04-20 17:46:54 main:581] : INFO : Epoch 1863 | loss: 0.0311451 | val_loss: 0.0311629 | Time: 3468.06 ms
[2022-04-20 17:46:58 main:581] : INFO : Epoch 1864 | loss: 0.0311454 | val_loss: 0.0311642 | Time: 3465.71 ms
[2022-04-20 17:47:01 main:581] : INFO : Epoch 1865 | loss: 0.0311465 | val_loss: 0.0311606 | Time: 3458.48 ms
[2022-04-20 17:47:05 main:581] : INFO : Epoch 1866 | loss: 0.0311442 | val_loss: 0.0311668 | Time: 3450.28 ms
[2022-04-20 17:47:08 main:581] : INFO : Epoch 1867 | loss: 0.0311443 | val_loss: 0.0311609 | Time: 3454.58 ms
[2022-04-20 17:47:12 main:581] : INFO : Epoch 1868 | loss: 0.0311421 | val_loss: 0.0311614 | Time: 3457.47 ms
[2022-04-20 17:47:15 main:581] : INFO : Epoch 1869 | loss: 0.0311419 | val_loss: 0.0311597 | Time: 3456.89 ms
[2022-04-20 17:47:19 main:581] : INFO : Epoch 1870 | loss: 0.0311423 | val_loss: 0.0311602 | Time: 3473.98 ms
[2022-04-20 17:47:22 main:581] : INFO : Epoch 1871 | loss: 0.0311442 | val_loss: 0.0311638 | Time: 3457.25 ms
[2022-04-20 17:47:26 main:581] : INFO : Epoch 1872 | loss: 0.0311415 | val_loss: 0.0311592 | Time: 3453.74 ms
[2022-04-20 17:47:29 main:581] : INFO : Epoch 1873 | loss: 0.0311401 | val_loss: 0.0311593 | Time: 3465.46 ms
[2022-04-20 17:47:32 main:581] : INFO : Epoch 1874 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 3462.18 ms
[2022-04-20 17:47:36 main:581] : INFO : Epoch 1875 | loss: 0.03114 | val_loss: 0.0311593 | Time: 3451.56 ms
[2022-04-20 17:47:39 main:581] : INFO : Epoch 1876 | loss: 0.0311408 | val_loss: 0.0311609 | Time: 3464.18 ms
[2022-04-20 17:47:43 main:581] : INFO : Epoch 1877 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 3460.53 ms
[2022-04-20 17:47:46 main:581] : INFO : Epoch 1878 | loss: 0.0311481 | val_loss: 0.0311672 | Time: 3451.23 ms
[2022-04-20 17:47:50 main:581] : INFO : Epoch 1879 | loss: 0.0311458 | val_loss: 0.0311624 | Time: 3460.96 ms
[2022-04-20 17:47:53 main:581] : INFO : Epoch 1880 | loss: 0.0311443 | val_loss: 0.0311641 | Time: 3454.89 ms
[2022-04-20 17:47:57 main:581] : INFO : Epoch 1881 | loss: 0.0311427 | val_loss: 0.0311623 | Time: 3463.68 ms
[2022-04-20 17:48:00 main:581] : INFO : Epoch 1882 | loss: 0.031143 | val_loss: 0.0311618 | Time: 3454 ms
[2022-04-20 17:48:04 main:581] : INFO : Epoch 1883 | loss: 0.0311487 | val_loss: 0.0311727 | Time: 3476.42 ms
[2022-04-20 17:48:07 main:581] : INFO : Epoch 1884 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 3463.91 ms
[2022-04-20 17:48:11 main:581] : INFO : Epoch 1885 | loss: 0.0311607 | val_loss: 0.031166 | Time: 3452.95 ms
[2022-04-20 17:48:14 main:581] : INFO : Epoch 1886 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 3456.77 ms
[2022-04-20 17:48:17 main:581] : INFO : Epoch 1887 | loss: 0.0311537 | val_loss: 0.0311666 | Time: 3454.74 ms
[2022-04-20 17:48:21 main:581] : INFO : Epoch 1888 | loss: 0.0311515 | val_loss: 0.0311669 | Time: 3452.97 ms
[2022-04-20 17:48:24 main:581] : INFO : Epoch 1889 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 3460.21 ms
[2022-04-20 17:48:28 main:581] : INFO : Epoch 1890 | loss: 0.0311496 | val_loss: 0.0311611 | Time: 3450.72 ms
[2022-04-20 17:48:31 main:581] : INFO : Epoch 1891 | loss: 0.0311471 | val_loss: 0.0311645 | Time: 3481.48 ms
[2022-04-20 17:48:35 main:581] : INFO : Epoch 1892 | loss: 0.0311469 | val_loss: 0.0311618 | Time: 3460.64 ms
[2022-04-20 17:48:38 main:581] : INFO : Epoch 1893 | loss: 0.0311488 | val_loss: 0.0311644 | Time: 3448.43 ms
[2022-04-20 17:48:42 main:581] : INFO : Epoch 1894 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 3473.95 ms
[2022-04-20 17:48:45 main:581] : INFO : Epoch 1895 | loss: 0.0311478 | val_loss: 0.0311649 | Time: 3460.24 ms
[2022-04-20 17:48:49 main:581] : INFO : Epoch 1896 | loss: 0.0311484 | val_loss: 0.0311677 | Time: 3451.37 ms
[2022-04-20 17:48:52 main:581] : INFO : Epoch 1897 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 3470.44 ms
[2022-04-20 17:48:56 main:581] : INFO : Epoch 1898 | loss: 0.0311459 | val_loss: 0.031163 | Time: 3475.24 ms
[2022-04-20 17:48:59 main:581] : INFO : Epoch 1899 | loss: 0.031145 | val_loss: 0.0311611 | Time: 3465.21 ms
[2022-04-20 17:49:02 main:581] : INFO : Epoch 1900 | loss: 0.0311443 | val_loss: 0.0311639 | Time: 3455.46 ms
[2022-04-20 17:49:06 main:581] : INFO : Epoch 1901 | loss: 0.0311419 | val_loss: 0.0311633 | Time: 3462.94 ms
[2022-04-20 17:49:09 main:581] : INFO : Epoch 1902 | loss: 0.0311437 | val_loss: 0.0311613 | Time: 3457.45 ms
[2022-04-20 17:49:13 main:581] : INFO : Epoch 1903 | loss: 0.0311423 | val_loss: 0.0311666 | Time: 3457.11 ms
[2022-04-20 17:49:16 main:581] : INFO : Epoch 1904 | loss: 0.0311447 | val_loss: 0.0311619 | Time: 3468.26 ms
[2022-04-20 17:49:20 main:581] : INFO : Epoch 1905 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 3467.82 ms
[2022-04-20 17:49:23 main:581] : INFO : Epoch 1906 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 3459.19 ms
[2022-04-20 17:49:27 main:581] : INFO : Epoch 1907 | loss: 0.0311449 | val_loss: 0.0311697 | Time: 3458.67 ms
[2022-04-20 17:49:30 main:581] : INFO : Epoch 1908 | loss: 0.0311459 | val_loss: 0.0311613 | Time: 3457.13 ms
[2022-04-20 17:49:34 main:581] : INFO : Epoch 1909 | loss: 0.0311451 | val_loss: 0.0311666 | Time: 3448.43 ms
[2022-04-20 17:49:37 main:581] : INFO : Epoch 1910 | loss: 0.031144 | val_loss: 0.0311617 | Time: 3458.54 ms
[2022-04-20 17:49:40 main:581] : INFO : Epoch 1911 | loss: 0.0311424 | val_loss: 0.0311684 | Time: 3459.92 ms
[2022-04-20 17:49:44 main:581] : INFO : Epoch 1912 | loss: 0.0311452 | val_loss: 0.0311715 | Time: 3474.31 ms
[2022-04-20 17:49:47 main:581] : INFO : Epoch 1913 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 3453.77 ms
[2022-04-20 17:49:51 main:581] : INFO : Epoch 1914 | loss: 0.0311434 | val_loss: 0.0311679 | Time: 3460.23 ms
[2022-04-20 17:49:54 main:581] : INFO : Epoch 1915 | loss: 0.0311396 | val_loss: 0.0311647 | Time: 3464.84 ms
[2022-04-20 17:49:58 main:581] : INFO : Epoch 1916 | loss: 0.0311448 | val_loss: 0.0311614 | Time: 3456.02 ms
[2022-04-20 17:50:01 main:581] : INFO : Epoch 1917 | loss: 0.0311405 | val_loss: 0.0311667 | Time: 3460.58 ms
[2022-04-20 17:50:05 main:581] : INFO : Epoch 1918 | loss: 0.0311427 | val_loss: 0.0311678 | Time: 3458.83 ms
[2022-04-20 17:50:08 main:581] : INFO : Epoch 1919 | loss: 0.031142 | val_loss: 0.0311639 | Time: 3474.08 ms
[2022-04-20 17:50:12 main:581] : INFO : Epoch 1920 | loss: 0.0311419 | val_loss: 0.0311622 | Time: 3456.46 ms
[2022-04-20 17:50:15 main:581] : INFO : Epoch 1921 | loss: 0.0311417 | val_loss: 0.0311654 | Time: 3452.94 ms
[2022-04-20 17:50:19 main:581] : INFO : Epoch 1922 | loss: 0.031142 | val_loss: 0.031162 | Time: 3457.65 ms
[2022-04-20 17:50:22 main:581] : INFO : Epoch 1923 | loss: 0.0311424 | val_loss: 0.0311642 | Time: 3465.48 ms
[2022-04-20 17:50:25 main:581] : INFO : Epoch 1924 | loss: 0.03114 | val_loss: 0.0311612 | Time: 3448.29 ms
[2022-04-20 17:50:29 main:581] : INFO : Epoch 1925 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 3469.1 ms
[2022-04-20 17:50:32 main:581] : INFO : Epoch 1926 | loss: 0.0311448 | val_loss: 0.031164 | Time: 3470.88 ms
[2022-04-20 17:50:36 main:581] : INFO : Epoch 1927 | loss: 0.0311458 | val_loss: 0.0311599 | Time: 3425.6 ms
[2022-04-20 17:50:39 main:581] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311728 | Time: 3448.94 ms
[2022-04-20 17:50:43 main:581] : INFO : Epoch 1929 | loss: 0.0311442 | val_loss: 0.0311625 | Time: 3455.16 ms
[2022-04-20 17:50:46 main:581] : INFO : Epoch 1930 | loss: 0.0311462 | val_loss: 0.0311645 | Time: 3468.91 ms
[2022-04-20 17:50:50 main:581] : INFO : Epoch 1931 | loss: 0.0311457 | val_loss: 0.0311694 | Time: 3446.5 ms
[2022-04-20 17:50:53 main:581] : INFO : Epoch 1932 | loss: 0.0311467 | val_loss: 0.0311613 | Time: 3465.03 ms
[2022-04-20 17:50:57 main:581] : INFO : Epoch 1933 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 3473.88 ms
[2022-04-20 17:51:00 main:581] : INFO : Epoch 1934 | loss: 0.0311494 | val_loss: 0.0311614 | Time: 3457.68 ms
[2022-04-20 17:51:04 main:581] : INFO : Epoch 1935 | loss: 0.0311461 | val_loss: 0.0311654 | Time: 3459.99 ms
[2022-04-20 17:51:07 main:581] : INFO : Epoch 1936 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 3465.43 ms
[2022-04-20 17:51:10 main:581] : INFO : Epoch 1937 | loss: 0.0311462 | val_loss: 0.0311649 | Time: 3468.52 ms
[2022-04-20 17:51:14 main:581] : INFO : Epoch 1938 | loss: 0.0311442 | val_loss: 0.031164 | Time: 3447.1 ms
[2022-04-20 17:51:17 main:581] : INFO : Epoch 1939 | loss: 0.031147 | val_loss: 0.0311605 | Time: 3473.68 ms
[2022-04-20 17:51:21 main:581] : INFO : Epoch 1940 | loss: 0.031147 | val_loss: 0.031163 | Time: 3475.2 ms
[2022-04-20 17:51:24 main:581] : INFO : Epoch 1941 | loss: 0.0311514 | val_loss: 0.0311614 | Time: 3445.21 ms
[2022-04-20 17:51:28 main:581] : INFO : Epoch 1942 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 3460.65 ms
[2022-04-20 17:51:31 main:581] : INFO : Epoch 1943 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 3466.55 ms
[2022-04-20 17:51:35 main:581] : INFO : Epoch 1944 | loss: 0.0311552 | val_loss: 0.031164 | Time: 3452.32 ms
[2022-04-20 17:51:38 main:581] : INFO : Epoch 1945 | loss: 0.0311489 | val_loss: 0.031162 | Time: 3455.88 ms
[2022-04-20 17:51:42 main:581] : INFO : Epoch 1946 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 3466.57 ms
[2022-04-20 17:51:45 main:581] : INFO : Epoch 1947 | loss: 0.0311493 | val_loss: 0.031163 | Time: 3460.33 ms
[2022-04-20 17:51:49 main:581] : INFO : Epoch 1948 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 3465.83 ms
[2022-04-20 17:51:52 main:581] : INFO : Epoch 1949 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 3449.51 ms
[2022-04-20 17:51:55 main:581] : INFO : Epoch 1950 | loss: 0.0311486 | val_loss: 0.0311618 | Time: 3451.4 ms
[2022-04-20 17:51:59 main:581] : INFO : Epoch 1951 | loss: 0.0311467 | val_loss: 0.0311629 | Time: 3468.46 ms
[2022-04-20 17:52:02 main:581] : INFO : Epoch 1952 | loss: 0.0311468 | val_loss: 0.0311632 | Time: 3461.45 ms
[2022-04-20 17:52:06 main:581] : INFO : Epoch 1953 | loss: 0.0311441 | val_loss: 0.0311607 | Time: 3461.31 ms
[2022-04-20 17:52:09 main:581] : INFO : Epoch 1954 | loss: 0.0311431 | val_loss: 0.0311607 | Time: 3477.21 ms
[2022-04-20 17:52:13 main:581] : INFO : Epoch 1955 | loss: 0.0311422 | val_loss: 0.0311619 | Time: 3462.62 ms
[2022-04-20 17:52:16 main:581] : INFO : Epoch 1956 | loss: 0.0311448 | val_loss: 0.0311614 | Time: 3458.93 ms
[2022-04-20 17:52:20 main:581] : INFO : Epoch 1957 | loss: 0.0311427 | val_loss: 0.0311628 | Time: 3455.84 ms
[2022-04-20 17:52:23 main:581] : INFO : Epoch 1958 | loss: 0.0311458 | val_loss: 0.0311653 | Time: 3465.75 ms
[2022-04-20 17:52:27 main:581] : INFO : Epoch 1959 | loss: 0.0311504 | val_loss: 0.0311595 | Time: 3448.86 ms
[2022-04-20 17:52:30 main:581] : INFO : Epoch 1960 | loss: 0.0311495 | val_loss: 0.0311593 | Time: 3463.16 ms
[2022-04-20 17:52:34 main:581] : INFO : Epoch 1961 | loss: 0.0311452 | val_loss: 0.0311617 | Time: 3468.01 ms
[2022-04-20 17:52:37 main:581] : INFO : Epoch 1962 | loss: 0.0311467 | val_loss: 0.0311607 | Time: 3444.26 ms
[2022-04-20 17:52:40 main:581] : INFO : Epoch 1963 | loss: 0.0311474 | val_loss: 0.0311727 | Time: 3463.68 ms
[2022-04-20 17:52:44 main:581] : INFO : Epoch 1964 | loss: 0.0311473 | val_loss: 0.0311588 | Time: 3456.98 ms
[2022-04-20 17:52:47 main:581] : INFO : Epoch 1965 | loss: 0.0311425 | val_loss: 0.0311611 | Time: 3456.64 ms
[2022-04-20 17:52:51 main:581] : INFO : Epoch 1966 | loss: 0.0311458 | val_loss: 0.0311592 | Time: 3461.27 ms
[2022-04-20 17:52:54 main:581] : INFO : Epoch 1967 | loss: 0.0311503 | val_loss: 0.0311661 | Time: 3470.85 ms
[2022-04-20 17:52:58 main:581] : INFO : Epoch 1968 | loss: 0.0311505 | val_loss: 0.0311651 | Time: 3475.17 ms
[2022-04-20 17:53:01 main:581] : INFO : Epoch 1969 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 3457.48 ms
[2022-04-20 17:53:05 main:581] : INFO : Epoch 1970 | loss: 0.0311471 | val_loss: 0.0311645 | Time: 3456.53 ms
[2022-04-20 17:53:08 main:581] : INFO : Epoch 1971 | loss: 0.0311468 | val_loss: 0.0311615 | Time: 3456.95 ms
[2022-04-20 17:53:12 main:581] : INFO : Epoch 1972 | loss: 0.031147 | val_loss: 0.0311625 | Time: 3447.43 ms
[2022-04-20 17:53:15 main:581] : INFO : Epoch 1973 | loss: 0.0311428 | val_loss: 0.0311602 | Time: 3457.75 ms
[2022-04-20 17:53:19 main:581] : INFO : Epoch 1974 | loss: 0.0311446 | val_loss: 0.0311604 | Time: 3460.68 ms
[2022-04-20 17:53:22 main:581] : INFO : Epoch 1975 | loss: 0.0311435 | val_loss: 0.0311641 | Time: 3472.15 ms
[2022-04-20 17:53:25 main:581] : INFO : Epoch 1976 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 3461.11 ms
[2022-04-20 17:53:29 main:581] : INFO : Epoch 1977 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 3453.93 ms
[2022-04-20 17:53:32 main:581] : INFO : Epoch 1978 | loss: 0.0311455 | val_loss: 0.0311665 | Time: 3470.98 ms
[2022-04-20 17:53:36 main:581] : INFO : Epoch 1979 | loss: 0.0311442 | val_loss: 0.0311641 | Time: 3463.29 ms
[2022-04-20 17:53:39 main:581] : INFO : Epoch 1980 | loss: 0.0311435 | val_loss: 0.0311719 | Time: 3441.27 ms
[2022-04-20 17:53:43 main:581] : INFO : Epoch 1981 | loss: 0.031152 | val_loss: 0.0311685 | Time: 3467.39 ms
[2022-04-20 17:53:46 main:581] : INFO : Epoch 1982 | loss: 0.031148 | val_loss: 0.0311676 | Time: 3464.18 ms
[2022-04-20 17:53:50 main:581] : INFO : Epoch 1983 | loss: 0.031143 | val_loss: 0.0311611 | Time: 3455.31 ms
[2022-04-20 17:53:53 main:581] : INFO : Epoch 1984 | loss: 0.0311404 | val_loss: 0.0311617 | Time: 3462.45 ms
[2022-04-20 17:53:57 main:581] : INFO : Epoch 1985 | loss: 0.0311403 | val_loss: 0.0311642 | Time: 3466.21 ms
[2022-04-20 17:54:00 main:581] : INFO : Epoch 1986 | loss: 0.0311462 | val_loss: 0.031161 | Time: 3464.13 ms
[2022-04-20 17:54:04 main:581] : INFO : Epoch 1987 | loss: 0.0311486 | val_loss: 0.031163 | Time: 3447.33 ms
[2022-04-20 17:54:07 main:581] : INFO : Epoch 1988 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 3468.36 ms
[2022-04-20 17:54:10 main:581] : INFO : Epoch 1989 | loss: 0.0311451 | val_loss: 0.0311555 | Time: 3469.55 ms
[2022-04-20 17:54:14 main:581] : INFO : Epoch 1990 | loss: 0.0311494 | val_loss: 0.0311584 | Time: 3446.21 ms
[2022-04-20 17:54:17 main:581] : INFO : Epoch 1991 | loss: 0.0311579 | val_loss: 0.0311772 | Time: 3457.49 ms
[2022-04-20 17:54:21 main:581] : INFO : Epoch 1992 | loss: 0.031162 | val_loss: 0.0311545 | Time: 3448.55 ms
[2022-04-20 17:54:24 main:581] : INFO : Epoch 1993 | loss: 0.031154 | val_loss: 0.0311646 | Time: 3461.99 ms
[2022-04-20 17:54:28 main:581] : INFO : Epoch 1994 | loss: 0.031165 | val_loss: 0.0311631 | Time: 3456.94 ms
[2022-04-20 17:54:31 main:581] : INFO : Epoch 1995 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 3461.07 ms
[2022-04-20 17:54:35 main:581] : INFO : Epoch 1996 | loss: 0.031164 | val_loss: 0.0311649 | Time: 3473.22 ms
[2022-04-20 17:54:38 main:581] : INFO : Epoch 1997 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 3460.88 ms
[2022-04-20 17:54:42 main:581] : INFO : Epoch 1998 | loss: 0.0311611 | val_loss: 0.0311642 | Time: 3458.93 ms
[2022-04-20 17:54:45 main:581] : INFO : Epoch 1999 | loss: 0.0311599 | val_loss: 0.0311643 | Time: 3460.75 ms
[2022-04-20 17:54:48 main:581] : INFO : Epoch 2000 | loss: 0.0311599 | val_loss: 0.0311637 | Time: 3461.75 ms
[2022-04-20 17:54:52 main:581] : INFO : Epoch 2001 | loss: 0.0311587 | val_loss: 0.0311624 | Time: 3450.65 ms
[2022-04-20 17:54:55 main:581] : INFO : Epoch 2002 | loss: 0.0311563 | val_loss: 0.0311653 | Time: 3452.5 ms
[2022-04-20 17:54:59 main:581] : INFO : Epoch 2003 | loss: 0.0311595 | val_loss: 0.0311653 | Time: 3468.97 ms
[2022-04-20 17:55:02 main:581] : INFO : Epoch 2004 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 3455.23 ms
[2022-04-20 17:55:06 main:581] : INFO : Epoch 2005 | loss: 0.0311586 | val_loss: 0.0311644 | Time: 3464.76 ms
[2022-04-20 17:55:09 main:581] : INFO : Epoch 2006 | loss: 0.031154 | val_loss: 0.0311636 | Time: 3460.75 ms
[2022-04-20 17:55:13 main:581] : INFO : Epoch 2007 | loss: 0.0311544 | val_loss: 0.0311636 | Time: 3456.64 ms
[2022-04-20 17:55:16 main:581] : INFO : Epoch 2008 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 3460.84 ms
[2022-04-20 17:55:20 main:581] : INFO : Epoch 2009 | loss: 0.0311548 | val_loss: 0.0311639 | Time: 3472.17 ms
[2022-04-20 17:55:23 main:581] : INFO : Epoch 2010 | loss: 0.0311554 | val_loss: 0.0311626 | Time: 3466.76 ms
[2022-04-20 17:55:27 main:581] : INFO : Epoch 2011 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 3454.94 ms
[2022-04-20 17:55:30 main:581] : INFO : Epoch 2012 | loss: 0.0311535 | val_loss: 0.0311636 | Time: 3469.87 ms
[2022-04-20 17:55:33 main:581] : INFO : Epoch 2013 | loss: 0.0311536 | val_loss: 0.0311634 | Time: 3456.23 ms
[2022-04-20 17:55:37 main:581] : INFO : Epoch 2014 | loss: 0.0311514 | val_loss: 0.0311614 | Time: 3476.12 ms
[2022-04-20 17:55:40 main:581] : INFO : Epoch 2015 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 3463.31 ms
[2022-04-20 17:55:44 main:581] : INFO : Epoch 2016 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 3460.37 ms
[2022-04-20 17:55:47 main:581] : INFO : Epoch 2017 | loss: 0.0311521 | val_loss: 0.0311597 | Time: 3494.65 ms
[2022-04-20 17:55:51 main:581] : INFO : Epoch 2018 | loss: 0.03115 | val_loss: 0.0311584 | Time: 3467.74 ms
[2022-04-20 17:55:54 main:581] : INFO : Epoch 2019 | loss: 0.0311524 | val_loss: 0.0311585 | Time: 3457.55 ms
[2022-04-20 17:55:58 main:581] : INFO : Epoch 2020 | loss: 0.03115 | val_loss: 0.0311608 | Time: 3460.18 ms
[2022-04-20 17:56:01 main:581] : INFO : Epoch 2021 | loss: 0.0311576 | val_loss: 0.0311641 | Time: 3456.72 ms
[2022-04-20 17:56:05 main:581] : INFO : Epoch 2022 | loss: 0.0311538 | val_loss: 0.0311555 | Time: 3448.09 ms
[2022-04-20 17:56:08 main:581] : INFO : Epoch 2023 | loss: 0.0311522 | val_loss: 0.0311607 | Time: 3467.74 ms
[2022-04-20 17:56:12 main:581] : INFO : Epoch 2024 | loss: 0.031152 | val_loss: 0.0311581 | Time: 3474.11 ms
[2022-04-20 17:56:15 main:581] : INFO : Epoch 2025 | loss: 0.0311505 | val_loss: 0.0311582 | Time: 3452.63 ms
[2022-04-20 17:56:19 main:581] : INFO : Epoch 2026 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 3451.71 ms
[2022-04-20 17:56:22 main:581] : INFO : Epoch 2027 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 3469.14 ms
[2022-04-20 17:56:25 main:581] : INFO : Epoch 2028 | loss: 0.0311586 | val_loss: 0.0311593 | Time: 3458.8 ms
[2022-04-20 17:56:29 main:581] : INFO : Epoch 2029 | loss: 0.0311527 | val_loss: 0.0311573 | Time: 3452.94 ms
[2022-04-20 17:56:32 main:581] : INFO : Epoch 2030 | loss: 0.0311507 | val_loss: 0.031161 | Time: 3471.98 ms
[2022-04-20 17:56:36 main:581] : INFO : Epoch 2031 | loss: 0.0311551 | val_loss: 0.0311607 | Time: 3457.75 ms
[2022-04-20 17:56:39 main:581] : INFO : Epoch 2032 | loss: 0.0311504 | val_loss: 0.0311593 | Time: 3456.89 ms
[2022-04-20 17:56:43 main:581] : INFO : Epoch 2033 | loss: 0.0311492 | val_loss: 0.0311572 | Time: 3453.47 ms
[2022-04-20 17:56:46 main:581] : INFO : Epoch 2034 | loss: 0.0311489 | val_loss: 0.0311584 | Time: 3454.79 ms
[2022-04-20 17:56:50 main:581] : INFO : Epoch 2035 | loss: 0.0311507 | val_loss: 0.0311633 | Time: 3473.47 ms
[2022-04-20 17:56:53 main:581] : INFO : Epoch 2036 | loss: 0.0311545 | val_loss: 0.0311642 | Time: 3455.6 ms
[2022-04-20 17:56:57 main:581] : INFO : Epoch 2037 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 3466.75 ms
[2022-04-20 17:57:00 main:581] : INFO : Epoch 2038 | loss: 0.0311491 | val_loss: 0.0311651 | Time: 3480.2 ms
[2022-04-20 17:57:04 main:581] : INFO : Epoch 2039 | loss: 0.0311496 | val_loss: 0.0311572 | Time: 3465.16 ms
[2022-04-20 17:57:07 main:581] : INFO : Epoch 2040 | loss: 0.031148 | val_loss: 0.0311588 | Time: 3461.08 ms
[2022-04-20 17:57:10 main:581] : INFO : Epoch 2041 | loss: 0.031152 | val_loss: 0.0311583 | Time: 3461.3 ms
[2022-04-20 17:57:14 main:581] : INFO : Epoch 2042 | loss: 0.031152 | val_loss: 0.0311622 | Time: 3464.19 ms
[2022-04-20 17:57:17 main:581] : INFO : Epoch 2043 | loss: 0.0311487 | val_loss: 0.0311554 | Time: 3449.8 ms
[2022-04-20 17:57:21 main:581] : INFO : Epoch 2044 | loss: 0.0311462 | val_loss: 0.0311569 | Time: 3448.55 ms
[2022-04-20 17:57:24 main:581] : INFO : Epoch 2045 | loss: 0.0311458 | val_loss: 0.0311596 | Time: 3476.48 ms
[2022-04-20 17:57:28 main:581] : INFO : Epoch 2046 | loss: 0.0311458 | val_loss: 0.0311562 | Time: 3452.98 ms
[2022-04-20 17:57:31 main:581] : INFO : Epoch 2047 | loss: 0.0311459 | val_loss: 0.0311587 | Time: 3458.54 ms
[2022-04-20 17:57:35 main:581] : INFO : Epoch 2048 | loss: 0.0311467 | val_loss: 0.0311594 | Time: 3458.03 ms
[2022-04-20 17:57:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311594
[2022-04-20 17:57:35 main:610] : INFO : Saving end state to config to file
[2022-04-20 17:57:35 main:615] : INFO : Success, exiting..
17:57:35 (1719031): 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)