Task 13123414
| Name | ParityModified-1647043336-15412-1-0_0 |
| Workunit | 10249185 |
| Created | 14 Mar 2022, 3:48:57 UTC |
| Sent | 21 Mar 2022, 23:15:32 UTC |
| Report deadline | 29 Mar 2022, 23:15:32 UTC |
| Received | 24 Mar 2022, 0:22:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 9 sec |
| CPU time | 2 hours 51 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311495 | val_loss: 0.0311674 | Time: 5328.62 ms [2022-03-24 01:37:04 main:574] : INFO : Epoch 1543 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 5317.3 ms [2022-03-24 01:37:09 main:574] : INFO : Epoch 1544 | loss: 0.0311448 | val_loss: 0.0311613 | Time: 5326.1 ms [2022-03-24 01:37:14 main:574] : INFO : Epoch 1545 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 5318.76 ms [2022-03-24 01:37:20 main:574] : INFO : Epoch 1546 | loss: 0.0311467 | val_loss: 0.0311612 | Time: 5326.64 ms [2022-03-24 01:37:25 main:574] : INFO : Epoch 1547 | loss: 0.0311467 | val_loss: 0.0311604 | Time: 5319.51 ms [2022-03-24 01:37:30 main:574] : INFO : Epoch 1548 | loss: 0.0311469 | val_loss: 0.0311583 | Time: 5322.51 ms [2022-03-24 01:37:35 main:574] : INFO : Epoch 1549 | loss: 0.0311443 | val_loss: 0.0311628 | Time: 5321.99 ms [2022-03-24 01:37:41 main:574] : INFO : Epoch 1550 | loss: 0.0311444 | val_loss: 0.0311611 | Time: 5314.39 ms [2022-03-24 01:37:46 main:574] : INFO : Epoch 1551 | loss: 0.0311451 | val_loss: 0.0311661 | Time: 5325.74 ms [2022-03-24 01:37:51 main:574] : INFO : Epoch 1552 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 5322.3 ms [2022-03-24 01:37:57 main:574] : INFO : Epoch 1553 | loss: 0.0311459 | val_loss: 0.031165 | Time: 5320.96 ms [2022-03-24 01:38:02 main:574] : INFO : Epoch 1554 | loss: 0.0311435 | val_loss: 0.0311604 | Time: 5316.71 ms [2022-03-24 01:38:07 main:574] : INFO : Epoch 1555 | loss: 0.0311435 | val_loss: 0.0311621 | Time: 5327.38 ms [2022-03-24 01:38:13 main:574] : INFO : Epoch 1556 | loss: 0.0311436 | val_loss: 0.031161 | Time: 5328.87 ms [2022-03-24 01:38:18 main:574] : INFO : Epoch 1557 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 5319.76 ms [2022-03-24 01:38:23 main:574] : INFO : Epoch 1558 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 5315.65 ms [2022-03-24 01:38:29 main:574] : INFO : Epoch 1559 | loss: 0.0311418 | val_loss: 0.0311646 | Time: 5321.7 ms [2022-03-24 01:38:34 main:574] : INFO : Epoch 1560 | loss: 0.0311418 | val_loss: 0.0311594 | Time: 5323.79 ms [2022-03-24 01:38:39 main:574] : INFO : Epoch 1561 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 5318.57 ms [2022-03-24 01:38:45 main:574] : INFO : Epoch 1562 | loss: 0.0311414 | val_loss: 0.031163 | Time: 5325.39 ms [2022-03-24 01:38:50 main:574] : INFO : Epoch 1563 | loss: 0.031146 | val_loss: 0.0311605 | Time: 5320.8 ms [2022-03-24 01:38:55 main:574] : INFO : Epoch 1564 | loss: 0.0311416 | val_loss: 0.0311642 | Time: 5318.72 ms [2022-03-24 01:39:01 main:574] : INFO : Epoch 1565 | loss: 0.031141 | val_loss: 0.0311633 | Time: 5329.93 ms [2022-03-24 01:39:06 main:574] : INFO : Epoch 1566 | loss: 0.0311413 | val_loss: 0.0311638 | Time: 5326.24 ms [2022-03-24 01:39:11 main:574] : INFO : Epoch 1567 | loss: 0.0311404 | val_loss: 0.0311599 | Time: 5328.1 ms [2022-03-24 01:39:17 main:574] : INFO : Epoch 1568 | loss: 0.0311396 | val_loss: 0.031162 | Time: 5324.15 ms [2022-03-24 01:39:22 main:574] : INFO : Epoch 1569 | loss: 0.0311408 | val_loss: 0.0311632 | Time: 5323.23 ms [2022-03-24 01:39:27 main:574] : INFO : Epoch 1570 | loss: 0.031141 | val_loss: 0.0311617 | Time: 5327.53 ms [2022-03-24 01:39:33 main:574] : INFO : Epoch 1571 | loss: 0.0311409 | val_loss: 0.0311638 | Time: 5325.26 ms [2022-03-24 01:39:38 main:574] : INFO : Epoch 1572 | loss: 0.0311411 | val_loss: 0.0311697 | Time: 5320.69 ms [2022-03-24 01:39:43 main:574] : INFO : Epoch 1573 | loss: 0.03114 | val_loss: 0.031165 | Time: 5321.41 ms [2022-03-24 01:39:49 main:574] : INFO : Epoch 1574 | loss: 0.0311403 | val_loss: 0.0311588 | Time: 5324.37 ms [2022-03-24 01:39:54 main:574] : INFO : Epoch 1575 | loss: 0.0311392 | val_loss: 0.0311615 | Time: 5314.43 ms [2022-03-24 01:39:59 main:574] : INFO : Epoch 1576 | loss: 0.0311392 | val_loss: 0.0311646 | Time: 5330.78 ms [2022-03-24 01:40:05 main:574] : INFO : Epoch 1577 | loss: 0.0311381 | val_loss: 0.0311595 | Time: 5325.69 ms [2022-03-24 01:40:10 main:574] : INFO : Epoch 1578 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 5318.64 ms [2022-03-24 01:40:15 main:574] : INFO : Epoch 1579 | loss: 0.0311382 | val_loss: 0.0311619 | Time: 5321.61 ms [2022-03-24 01:40:21 main:574] : INFO : Epoch 1580 | loss: 0.0311407 | val_loss: 0.0311642 | Time: 5317.17 ms [2022-03-24 01:40:26 main:574] : INFO : Epoch 1581 | loss: 0.0311404 | val_loss: 0.0311624 | Time: 5319.18 ms [2022-03-24 01:40:31 main:574] : INFO : Epoch 1582 | loss: 0.0311393 | val_loss: 0.031163 | Time: 5318.13 ms [2022-03-24 01:40:37 main:574] : INFO : Epoch 1583 | loss: 0.0311388 | val_loss: 0.0311653 | Time: 5327.2 ms [2022-03-24 01:40:42 main:574] : INFO : Epoch 1584 | loss: 0.0311405 | val_loss: 0.0311611 | Time: 5322.79 ms [2022-03-24 01:40:47 main:574] : INFO : Epoch 1585 | loss: 0.0311429 | val_loss: 0.0311638 | Time: 5311.45 ms [2022-03-24 01:40:53 main:574] : INFO : Epoch 1586 | loss: 0.0311433 | val_loss: 0.0311618 | Time: 5320.11 ms [2022-03-24 01:40:58 main:574] : INFO : Epoch 1587 | loss: 0.0311417 | val_loss: 0.0311611 | Time: 5323.97 ms [2022-03-24 01:41:03 main:574] : INFO : Epoch 1588 | loss: 0.0311431 | val_loss: 0.031162 | Time: 5315.56 ms [2022-03-24 01:41:09 main:574] : INFO : Epoch 1589 | loss: 0.0311397 | val_loss: 0.0311656 | Time: 5321.77 ms [2022-03-24 01:41:14 main:574] : INFO : Epoch 1590 | loss: 0.0311437 | val_loss: 0.0311603 | Time: 5323.99 ms [2022-03-24 01:41:19 main:574] : INFO : Epoch 1591 | loss: 0.0311412 | val_loss: 0.0311609 | Time: 5325.37 ms [2022-03-24 01:41:25 main:574] : INFO : Epoch 1592 | loss: 0.0311416 | val_loss: 0.0311584 | Time: 5367.72 ms [2022-03-24 01:41:30 main:574] : INFO : Epoch 1593 | loss: 0.0311472 | val_loss: 0.0311618 | Time: 5321.67 ms [2022-03-24 01:41:35 main:574] : INFO : Epoch 1594 | loss: 0.0311563 | val_loss: 0.0311609 | Time: 5321.5 ms [2022-03-24 01:41:41 main:574] : INFO : Epoch 1595 | loss: 0.0311556 | val_loss: 0.03116 | Time: 5327.04 ms [2022-03-24 01:41:46 main:574] : INFO : Epoch 1596 | loss: 0.0311553 | val_loss: 0.0311608 | Time: 5322.55 ms [2022-03-24 01:41:51 main:574] : INFO : Epoch 1597 | loss: 0.0311557 | val_loss: 0.0311637 | Time: 5325.7 ms [2022-03-24 01:41:57 main:574] : INFO : Epoch 1598 | loss: 0.031154 | val_loss: 0.0311608 | Time: 5331.81 ms [2022-03-24 01:42:02 main:574] : INFO : Epoch 1599 | loss: 0.0311521 | val_loss: 0.0311596 | Time: 5318.64 ms [2022-03-24 01:42:07 main:574] : INFO : Epoch 1600 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 5323.51 ms [2022-03-24 01:42:13 main:574] : INFO : Epoch 1601 | loss: 0.0311516 | val_loss: 0.0311634 | Time: 5321.72 ms [2022-03-24 01:42:18 main:574] : INFO : Epoch 1602 | loss: 0.0311508 | val_loss: 0.031163 | Time: 5314.56 ms [2022-03-24 01:42:23 main:574] : INFO : Epoch 1603 | loss: 0.0311479 | val_loss: 0.03116 | Time: 5319.15 ms [2022-03-24 01:42:29 main:574] : INFO : Epoch 1604 | loss: 0.0311477 | val_loss: 0.0311598 | Time: 5325.35 ms [2022-03-24 01:42:34 main:574] : INFO : Epoch 1605 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 5324.93 ms [2022-03-24 01:42:39 main:574] : INFO : Epoch 1606 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 5373.57 ms [2022-03-24 01:42:45 main:574] : INFO : Epoch 1607 | loss: 0.0311452 | val_loss: 0.0311584 | Time: 5390.69 ms [2022-03-24 01:42:50 main:574] : INFO : Epoch 1608 | loss: 0.0311461 | val_loss: 0.0311597 | Time: 5324.64 ms [2022-03-24 01:42:55 main:574] : INFO : Epoch 1609 | loss: 0.0311462 | val_loss: 0.0311559 | Time: 5318.02 ms [2022-03-24 01:43:01 main:574] : INFO : Epoch 1610 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 5317.94 ms [2022-03-24 01:43:06 main:574] : INFO : Epoch 1611 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 5323.57 ms [2022-03-24 01:43:11 main:574] : INFO : Epoch 1612 | loss: 0.0311482 | val_loss: 0.0311579 | Time: 5324.93 ms [2022-03-24 01:43:17 main:574] : INFO : Epoch 1613 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 5321.01 ms [2022-03-24 01:43:22 main:574] : INFO : Epoch 1614 | loss: 0.031144 | val_loss: 0.0311572 | Time: 5319.67 ms [2022-03-24 01:43:27 main:574] : INFO : Epoch 1615 | loss: 0.0311444 | val_loss: 0.0311598 | Time: 5320 ms [2022-03-24 01:43:33 main:574] : INFO : Epoch 1616 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 5319.64 ms [2022-03-24 01:43:38 main:574] : INFO : Epoch 1617 | loss: 0.0311425 | val_loss: 0.0311593 | Time: 5315.04 ms [2022-03-24 01:43:43 main:574] : INFO : Epoch 1618 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 5330.6 ms [2022-03-24 01:43:49 main:574] : INFO : Epoch 1619 | loss: 0.0311413 | val_loss: 0.0311598 | Time: 5324.9 ms [2022-03-24 01:43:54 main:574] : INFO : Epoch 1620 | loss: 0.0311403 | val_loss: 0.0311617 | Time: 5327.61 ms [2022-03-24 01:43:59 main:574] : INFO : Epoch 1621 | loss: 0.0311399 | val_loss: 0.0311568 | Time: 5313.22 ms [2022-03-24 01:44:05 main:574] : INFO : Epoch 1622 | loss: 0.0311404 | val_loss: 0.0311629 | Time: 5320.11 ms [2022-03-24 01:44:10 main:574] : INFO : Epoch 1623 | loss: 0.0311419 | val_loss: 0.0311597 | Time: 5317.76 ms [2022-03-24 01:44:15 main:574] : INFO : Epoch 1624 | loss: 0.0311397 | val_loss: 0.0311607 | Time: 5319.64 ms [2022-03-24 01:44:20 main:574] : INFO : Epoch 1625 | loss: 0.0311394 | val_loss: 0.0311588 | Time: 5328.93 ms [2022-03-24 01:44:26 main:574] : INFO : Epoch 1626 | loss: 0.0311399 | val_loss: 0.031163 | Time: 5325.05 ms [2022-03-24 01:44:31 main:574] : INFO : Epoch 1627 | loss: 0.0311392 | val_loss: 0.0311562 | Time: 5317.64 ms [2022-03-24 01:44:36 main:574] : INFO : Epoch 1628 | loss: 0.031138 | val_loss: 0.031157 | Time: 5318.21 ms [2022-03-24 01:44:42 main:574] : INFO : Epoch 1629 | loss: 0.0311392 | val_loss: 0.0311586 | Time: 5325.78 ms [2022-03-24 01:44:47 main:574] : INFO : Epoch 1630 | loss: 0.0311394 | val_loss: 0.0311568 | Time: 5317.58 ms [2022-03-24 01:44:52 main:574] : INFO : Epoch 1631 | loss: 0.0311402 | val_loss: 0.0311564 | Time: 5322.17 ms [2022-03-24 01:44:58 main:574] : INFO : Epoch 1632 | loss: 0.0311395 | val_loss: 0.0311563 | Time: 5331.73 ms [2022-03-24 01:45:03 main:574] : INFO : Epoch 1633 | loss: 0.0311388 | val_loss: 0.0311598 | Time: 5332.13 ms [2022-03-24 01:45:08 main:574] : INFO : Epoch 1634 | loss: 0.0311417 | val_loss: 0.0311584 | Time: 5318.37 ms [2022-03-24 01:45:14 main:574] : INFO : Epoch 1635 | loss: 0.0311432 | val_loss: 0.0311585 | Time: 5324.9 ms [2022-03-24 01:45:19 main:574] : INFO : Epoch 1636 | loss: 0.0311392 | val_loss: 0.0311572 | Time: 5320.82 ms [2022-03-24 01:45:24 main:574] : INFO : Epoch 1637 | loss: 0.0311385 | val_loss: 0.0311584 | Time: 5357.76 ms [2022-03-24 01:45:30 main:574] : INFO : Epoch 1638 | loss: 0.0311502 | val_loss: 0.0311577 | Time: 5321.15 ms [2022-03-24 01:45:35 main:574] : INFO : Epoch 1639 | loss: 0.0311447 | val_loss: 0.0311559 | Time: 5326.21 ms [2022-03-24 01:45:40 main:574] : INFO : Epoch 1640 | loss: 0.0311426 | val_loss: 0.0311554 | Time: 5325.87 ms [2022-03-24 01:45:46 main:574] : INFO : Epoch 1641 | loss: 0.0311422 | val_loss: 0.0311582 | Time: 5321.65 ms [2022-03-24 01:45:51 main:574] : INFO : Epoch 1642 | loss: 0.0311436 | val_loss: 0.0311563 | Time: 5320.16 ms [2022-03-24 01:45:56 main:574] : INFO : Epoch 1643 | loss: 0.0311444 | val_loss: 0.0311542 | Time: 5320.67 ms [2022-03-24 01:46:02 main:574] : INFO : Epoch 1644 | loss: 0.0311435 | val_loss: 0.0311563 | Time: 5321.3 ms [2022-03-24 01:46:07 main:574] : INFO : Epoch 1645 | loss: 0.0311443 | val_loss: 0.0311557 | Time: 5319.72 ms [2022-03-24 01:46:12 main:574] : INFO : Epoch 1646 | loss: 0.0311425 | val_loss: 0.0311553 | Time: 5326.23 ms [2022-03-24 01:46:18 main:574] : INFO : Epoch 1647 | loss: 0.0311437 | val_loss: 0.0311553 | Time: 5324.02 ms [2022-03-24 01:46:23 main:574] : INFO : Epoch 1648 | loss: 0.0311429 | val_loss: 0.031157 | Time: 5319.71 ms [2022-03-24 01:46:28 main:574] : INFO : Epoch 1649 | loss: 0.0311407 | val_loss: 0.0311548 | Time: 5321.88 ms [2022-03-24 01:46:34 main:574] : INFO : Epoch 1650 | loss: 0.0311403 | val_loss: 0.0311541 | Time: 5331.1 ms [2022-03-24 01:46:39 main:574] : INFO : Epoch 1651 | loss: 0.0311396 | val_loss: 0.031156 | Time: 5316.99 ms [2022-03-24 01:46:44 main:574] : INFO : Epoch 1652 | loss: 0.0311399 | val_loss: 0.0311559 | Time: 5327.63 ms [2022-03-24 01:46:50 main:574] : INFO : Epoch 1653 | loss: 0.0311416 | val_loss: 0.0311592 | Time: 5329.4 ms [2022-03-24 01:46:55 main:574] : INFO : Epoch 1654 | loss: 0.0311402 | val_loss: 0.0311603 | Time: 5321.47 ms [2022-03-24 01:47:00 main:574] : INFO : Epoch 1655 | loss: 0.0311398 | val_loss: 0.0311568 | Time: 5334.88 ms [2022-03-24 01:47:06 main:574] : INFO : Epoch 1656 | loss: 0.03114 | val_loss: 0.0311588 | Time: 5320.34 ms [2022-03-24 01:47:11 main:574] : INFO : Epoch 1657 | loss: 0.0311391 | val_loss: 0.0311586 | Time: 5329.58 ms [2022-03-24 01:47:16 main:574] : INFO : Epoch 1658 | loss: 0.0311376 | val_loss: 0.0311562 | Time: 5318.57 ms [2022-03-24 01:47:22 main:574] : INFO : Epoch 1659 | loss: 0.0311378 | val_loss: 0.0311552 | Time: 5323.79 ms [2022-03-24 01:47:27 main:574] : INFO : Epoch 1660 | loss: 0.0311381 | val_loss: 0.0311603 | Time: 5335.62 ms [2022-03-24 01:47:32 main:574] : INFO : Epoch 1661 | loss: 0.0311389 | val_loss: 0.0311548 | Time: 5322.46 ms [2022-03-24 01:47:38 main:574] : INFO : Epoch 1662 | loss: 0.0311379 | val_loss: 0.0311557 | Time: 5321.4 ms [2022-03-24 01:47:43 main:574] : INFO : Epoch 1663 | loss: 0.0311378 | val_loss: 0.0311604 | Time: 5312.28 ms [2022-03-24 01:47:48 main:574] : INFO : Epoch 1664 | loss: 0.0311361 | val_loss: 0.0311553 | Time: 5323.33 ms [2022-03-24 01:47:54 main:574] : INFO : Epoch 1665 | loss: 0.0311345 | val_loss: 0.0311562 | Time: 5319.18 ms [2022-03-24 01:47:59 main:574] : INFO : Epoch 1666 | loss: 0.0311371 | val_loss: 0.031155 | Time: 5328.08 ms [2022-03-24 01:48:04 main:574] : INFO : Epoch 1667 | loss: 0.0311374 | val_loss: 0.031155 | Time: 5324.11 ms [2022-03-24 01:48:10 main:574] : INFO : Epoch 1668 | loss: 0.0311378 | val_loss: 0.0311537 | Time: 5321.25 ms [2022-03-24 01:48:15 main:574] : INFO : Epoch 1669 | loss: 0.0311405 | val_loss: 0.0311585 | Time: 5319.79 ms [2022-03-24 01:48:20 main:574] : INFO : Epoch 1670 | loss: 0.0311393 | val_loss: 0.0311587 | Time: 5316.5 ms [2022-03-24 01:48:26 main:574] : INFO : Epoch 1671 | loss: 0.0311379 | val_loss: 0.0311532 | Time: 5314.47 ms [2022-03-24 01:48:31 main:574] : INFO : Epoch 1672 | loss: 0.0311376 | val_loss: 0.0311538 | Time: 5325.62 ms [2022-03-24 01:48:36 main:574] : INFO : Epoch 1673 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 5318.98 ms [2022-03-24 01:48:42 main:574] : INFO : Epoch 1674 | loss: 0.0311383 | val_loss: 0.0311549 | Time: 5315.66 ms [2022-03-24 01:48:47 main:574] : INFO : Epoch 1675 | loss: 0.0311399 | val_loss: 0.0311601 | Time: 5323.82 ms [2022-03-24 01:48:52 main:574] : INFO : Epoch 1676 | loss: 0.0311393 | val_loss: 0.0311585 | Time: 5324.06 ms [2022-03-24 01:48:58 main:574] : INFO : Epoch 1677 | loss: 0.0311404 | val_loss: 0.0311553 | Time: 5324.09 ms [2022-03-24 01:49:03 main:574] : INFO : Epoch 1678 | loss: 0.0311383 | val_loss: 0.0311591 | Time: 5312.71 ms [2022-03-24 01:49:08 main:574] : INFO : Epoch 1679 | loss: 0.0311373 | val_loss: 0.0311545 | Time: 5319.61 ms [2022-03-24 01:49:14 main:574] : INFO : Epoch 1680 | loss: 0.0311374 | val_loss: 0.0311547 | Time: 5315.74 ms [2022-03-24 01:49:19 main:574] : INFO : Epoch 1681 | loss: 0.0311364 | val_loss: 0.0311566 | Time: 5328.17 ms [2022-03-24 01:49:24 main:574] : INFO : Epoch 1682 | loss: 0.0311394 | val_loss: 0.0311574 | Time: 5324.82 ms [2022-03-24 01:49:29 main:574] : INFO : Epoch 1683 | loss: 0.0311427 | val_loss: 0.0311621 | Time: 5324.49 ms [2022-03-24 01:49:35 main:574] : INFO : Epoch 1684 | loss: 0.0311428 | val_loss: 0.0311551 | Time: 5318.95 ms [2022-03-24 01:49:40 main:574] : INFO : Epoch 1685 | loss: 0.031141 | val_loss: 0.0311556 | Time: 5315.89 ms [2022-03-24 01:49:45 main:574] : INFO : Epoch 1686 | loss: 0.0311407 | val_loss: 0.0311559 | Time: 5326.6 ms [2022-03-24 01:49:51 main:574] : INFO : Epoch 1687 | loss: 0.0311386 | val_loss: 0.0311552 | Time: 5324.36 ms [2022-03-24 01:49:56 main:574] : INFO : Epoch 1688 | loss: 0.0311415 | val_loss: 0.0311638 | Time: 5316.91 ms [2022-03-24 01:50:01 main:574] : INFO : Epoch 1689 | loss: 0.0311408 | val_loss: 0.0311557 | Time: 5326.62 ms [2022-03-24 01:50:07 main:574] : INFO : Epoch 1690 | loss: 0.0311402 | val_loss: 0.0311564 | Time: 5321.19 ms [2022-03-24 01:50:12 main:574] : INFO : Epoch 1691 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 5318.56 ms [2022-03-24 01:50:17 main:574] : INFO : Epoch 1692 | loss: 0.0311446 | val_loss: 0.0311568 | Time: 5318.22 ms [2022-03-24 01:50:23 main:574] : INFO : Epoch 1693 | loss: 0.0311466 | val_loss: 0.0311558 | Time: 5313.29 ms [2022-03-24 01:50:28 main:574] : INFO : Epoch 1694 | loss: 0.0311446 | val_loss: 0.0311562 | Time: 5324.63 ms [2022-03-24 01:50:33 main:574] : INFO : Epoch 1695 | loss: 0.0311438 | val_loss: 0.031155 | Time: 5324.84 ms [2022-03-24 01:50:39 main:574] : INFO : Epoch 1696 | loss: 0.0311418 | val_loss: 0.0311528 | Time: 5322.27 ms [2022-03-24 01:50:44 main:574] : INFO : Epoch 1697 | loss: 0.0311418 | val_loss: 0.0311531 | Time: 5321.18 ms [2022-03-24 01:50:49 main:574] : INFO : Epoch 1698 | loss: 0.0311417 | val_loss: 0.0311598 | Time: 5316.47 ms [2022-03-24 01:50:55 main:574] : INFO : Epoch 1699 | loss: 0.0311441 | val_loss: 0.0311534 | Time: 5324.64 ms [2022-03-24 01:51:00 main:574] : INFO : Epoch 1700 | loss: 0.0311454 | val_loss: 0.0311566 | Time: 5320.31 ms [2022-03-24 01:51:05 main:574] : INFO : Epoch 1701 | loss: 0.0311461 | val_loss: 0.03115 | Time: 5315.51 ms [2022-03-24 01:51:11 main:574] : INFO : Epoch 1702 | loss: 0.0311405 | val_loss: 0.0311546 | Time: 5327.61 ms [2022-03-24 01:51:16 main:574] : INFO : Epoch 1703 | loss: 0.0311396 | val_loss: 0.0311539 | Time: 5323.25 ms [2022-03-24 01:51:21 main:574] : INFO : Epoch 1704 | loss: 0.0311421 | val_loss: 0.0311515 | Time: 5319.88 ms [2022-03-24 01:51:27 main:574] : INFO : Epoch 1705 | loss: 0.0311414 | val_loss: 0.031153 | Time: 5324.18 ms [2022-03-24 01:51:32 main:574] : INFO : Epoch 1706 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 5324.37 ms [2022-03-24 01:51:37 main:574] : INFO : Epoch 1707 | loss: 0.0311378 | val_loss: 0.0311509 | Time: 5320.23 ms [2022-03-24 01:51:43 main:574] : INFO : Epoch 1708 | loss: 0.0311372 | val_loss: 0.0311538 | Time: 5317.65 ms [2022-03-24 01:51:48 main:574] : INFO : Epoch 1709 | loss: 0.0311372 | val_loss: 0.0311536 | Time: 5326.38 ms [2022-03-24 01:51:53 main:574] : INFO : Epoch 1710 | loss: 0.0311373 | val_loss: 0.0311521 | Time: 5322.36 ms [2022-03-24 01:51:59 main:574] : INFO : Epoch 1711 | loss: 0.0311366 | val_loss: 0.031152 | Time: 5315.12 ms [2022-03-24 01:52:04 main:574] : INFO : Epoch 1712 | loss: 0.031138 | val_loss: 0.031155 | Time: 5317.56 ms [2022-03-24 01:52:09 main:574] : INFO : Epoch 1713 | loss: 0.0311379 | val_loss: 0.0311522 | Time: 5319.79 ms [2022-03-24 01:52:15 main:574] : INFO : Epoch 1714 | loss: 0.0311391 | val_loss: 0.0311543 | Time: 5319.66 ms [2022-03-24 01:52:20 main:574] : INFO : Epoch 1715 | loss: 0.0311416 | val_loss: 0.0311591 | Time: 5317.47 ms [2022-03-24 01:52:25 main:574] : INFO : Epoch 1716 | loss: 0.0311419 | val_loss: 0.0311579 | Time: 5325.07 ms [2022-03-24 01:52:31 main:574] : INFO : Epoch 1717 | loss: 0.0311436 | val_loss: 0.0311535 | Time: 5327.07 ms [2022-03-24 01:52:36 main:574] : INFO : Epoch 1718 | loss: 0.0311405 | val_loss: 0.0311528 | Time: 5327.66 ms [2022-03-24 01:52:41 main:574] : INFO : Epoch 1719 | loss: 0.031141 | val_loss: 0.031156 | Time: 5317.65 ms [2022-03-24 01:52:47 main:574] : INFO : Epoch 1720 | loss: 0.0311393 | val_loss: 0.0311534 | Time: 5320.22 ms [2022-03-24 01:52:52 main:574] : INFO : Epoch 1721 | loss: 0.0311371 | val_loss: 0.0311539 | Time: 5324.33 ms [2022-03-24 01:52:57 main:574] : INFO : Epoch 1722 | loss: 0.0311358 | val_loss: 0.0311526 | Time: 5321.61 ms [2022-03-24 01:53:03 main:574] : INFO : Epoch 1723 | loss: 0.0311362 | val_loss: 0.0311536 | Time: 5324.33 ms [2022-03-24 01:53:08 main:574] : INFO : Epoch 1724 | loss: 0.031136 | val_loss: 0.0311567 | Time: 5321.8 ms [2022-03-24 01:53:13 main:574] : INFO : Epoch 1725 | loss: 0.0311364 | val_loss: 0.031151 | Time: 5321.68 ms [2022-03-24 01:53:19 main:574] : INFO : Epoch 1726 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 5318.91 ms [2022-03-24 01:53:24 main:574] : INFO : Epoch 1727 | loss: 0.0311397 | val_loss: 0.0311553 | Time: 5321.71 ms [2022-03-24 01:53:29 main:574] : INFO : Epoch 1728 | loss: 0.0311411 | val_loss: 0.0311665 | Time: 5312.67 ms [2022-03-24 01:53:34 main:574] : INFO : Epoch 1729 | loss: 0.0311402 | val_loss: 0.0311604 | Time: 5313.78 ms [2022-03-24 01:53:40 main:574] : INFO : Epoch 1730 | loss: 0.031136 | val_loss: 0.0311554 | Time: 5326.6 ms [2022-03-24 01:53:45 main:574] : INFO : Epoch 1731 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 5321.51 ms [2022-03-24 01:53:50 main:574] : INFO : Epoch 1732 | loss: 0.031148 | val_loss: 0.0311564 | Time: 5318.76 ms [2022-03-24 01:53:56 main:574] : INFO : Epoch 1733 | loss: 0.0311454 | val_loss: 0.03116 | Time: 5312.29 ms [2022-03-24 01:54:01 main:574] : INFO : Epoch 1734 | loss: 0.0311385 | val_loss: 0.0311539 | Time: 5320.82 ms [2022-03-24 01:54:07 main:574] : INFO : Epoch 1735 | loss: 0.0311359 | val_loss: 0.0311537 | Time: 5325.27 ms [2022-03-24 01:54:12 main:574] : INFO : Epoch 1736 | loss: 0.0311359 | val_loss: 0.0311549 | Time: 5328.09 ms [2022-03-24 01:54:17 main:574] : INFO : Epoch 1737 | loss: 0.031136 | val_loss: 0.031154 | Time: 5330.49 ms [2022-03-24 01:54:23 main:574] : INFO : Epoch 1738 | loss: 0.0311354 | val_loss: 0.0311562 | Time: 5318.37 ms [2022-03-24 01:54:28 main:574] : INFO : Epoch 1739 | loss: 0.031137 | val_loss: 0.031159 | Time: 5318.12 ms [2022-03-24 01:54:33 main:574] : INFO : Epoch 1740 | loss: 0.0311366 | val_loss: 0.0311565 | Time: 5319.71 ms [2022-03-24 01:54:38 main:574] : INFO : Epoch 1741 | loss: 0.0311339 | val_loss: 0.0311572 | Time: 5318.89 ms [2022-03-24 01:54:44 main:574] : INFO : Epoch 1742 | loss: 0.0311343 | val_loss: 0.0311568 | Time: 5327.86 ms [2022-03-24 01:54:49 main:574] : INFO : Epoch 1743 | loss: 0.0311339 | val_loss: 0.0311597 | Time: 5320.5 ms [2022-03-24 01:54:54 main:574] : INFO : Epoch 1744 | loss: 0.0311336 | val_loss: 0.031157 | Time: 5324.23 ms [2022-03-24 01:55:00 main:574] : INFO : Epoch 1745 | loss: 0.0311367 | val_loss: 0.0311595 | Time: 5330.01 ms [2022-03-24 01:55:05 main:574] : INFO : Epoch 1746 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 5318.44 ms [2022-03-24 01:55:10 main:574] : INFO : Epoch 1747 | loss: 0.0311372 | val_loss: 0.0311599 | Time: 5316.68 ms [2022-03-24 01:55:16 main:574] : INFO : Epoch 1748 | loss: 0.0311364 | val_loss: 0.0311546 | Time: 5322.87 ms [2022-03-24 01:55:21 main:574] : INFO : Epoch 1749 | loss: 0.0311361 | val_loss: 0.0311556 | Time: 5322.03 ms [2022-03-24 01:55:26 main:574] : INFO : Epoch 1750 | loss: 0.0311358 | val_loss: 0.0311589 | Time: 5321.83 ms [2022-03-24 01:55:32 main:574] : INFO : Epoch 1751 | loss: 0.031135 | val_loss: 0.0311549 | Time: 5326.98 ms [2022-03-24 01:55:37 main:574] : INFO : Epoch 1752 | loss: 0.0311348 | val_loss: 0.0311541 | Time: 5322.28 ms [2022-03-24 01:55:42 main:574] : INFO : Epoch 1753 | loss: 0.0311351 | val_loss: 0.0311551 | Time: 5317.8 ms [2022-03-24 01:55:48 main:574] : INFO : Epoch 1754 | loss: 0.031137 | val_loss: 0.0311574 | Time: 5310.96 ms [2022-03-24 01:55:53 main:574] : INFO : Epoch 1755 | loss: 0.031138 | val_loss: 0.031155 | Time: 5321.85 ms [2022-03-24 01:55:58 main:574] : INFO : Epoch 1756 | loss: 0.0311414 | val_loss: 0.0311604 | Time: 5326.37 ms [2022-03-24 01:56:04 main:574] : INFO : Epoch 1757 | loss: 0.0311506 | val_loss: 0.0311583 | Time: 5323.42 ms [2022-03-24 01:56:09 main:574] : INFO : Epoch 1758 | loss: 0.0311462 | val_loss: 0.0311587 | Time: 5322.82 ms [2022-03-24 01:56:14 main:574] : INFO : Epoch 1759 | loss: 0.0311417 | val_loss: 0.0311536 | Time: 5328.14 ms [2022-03-24 01:56:20 main:574] : INFO : Epoch 1760 | loss: 0.0311427 | val_loss: 0.0311544 | Time: 5321.62 ms [2022-03-24 01:56:25 main:574] : INFO : Epoch 1761 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 5323.53 ms [2022-03-24 01:56:30 main:574] : INFO : Epoch 1762 | loss: 0.0311427 | val_loss: 0.0311618 | Time: 5324.65 ms [2022-03-24 01:56:36 main:574] : INFO : Epoch 1763 | loss: 0.0311407 | val_loss: 0.0311549 | Time: 5321.92 ms [2022-03-24 01:56:41 main:574] : INFO : Epoch 1764 | loss: 0.0311438 | val_loss: 0.0311586 | Time: 5320.33 ms [2022-03-24 01:56:46 main:574] : INFO : Epoch 1765 | loss: 0.0311441 | val_loss: 0.0311532 | Time: 5322.58 ms [2022-03-24 01:56:52 main:574] : INFO : Epoch 1766 | loss: 0.0311432 | val_loss: 0.0311568 | Time: 5323.83 ms [2022-03-24 01:56:57 main:574] : INFO : Epoch 1767 | loss: 0.0311452 | val_loss: 0.0311572 | Time: 5314.73 ms [2022-03-24 01:57:02 main:574] : INFO : Epoch 1768 | loss: 0.0311432 | val_loss: 0.0311521 | Time: 5320.03 ms [2022-03-24 01:57:08 main:574] : INFO : Epoch 1769 | loss: 0.0311408 | val_loss: 0.031154 | Time: 5335.41 ms [2022-03-24 01:57:13 main:574] : INFO : Epoch 1770 | loss: 0.0311393 | val_loss: 0.0311538 | Time: 5321.44 ms [2022-03-24 01:57:18 main:574] : INFO : Epoch 1771 | loss: 0.0311396 | val_loss: 0.031153 | Time: 5326.34 ms [2022-03-24 01:57:24 main:574] : INFO : Epoch 1772 | loss: 0.031141 | val_loss: 0.031153 | Time: 5322.96 ms [2022-03-24 01:57:29 main:574] : INFO : Epoch 1773 | loss: 0.0311395 | val_loss: 0.031153 | Time: 5318.85 ms [2022-03-24 01:57:34 main:574] : INFO : Epoch 1774 | loss: 0.0311431 | val_loss: 0.0311522 | Time: 5319.17 ms [2022-03-24 01:57:40 main:574] : INFO : Epoch 1775 | loss: 0.0311401 | val_loss: 0.031156 | Time: 5326.25 ms [2022-03-24 01:57:45 main:574] : INFO : Epoch 1776 | loss: 0.031137 | val_loss: 0.0311555 | Time: 5314.8 ms [2022-03-24 01:57:50 main:574] : INFO : Epoch 1777 | loss: 0.0311377 | val_loss: 0.0311541 | Time: 5318.03 ms [2022-03-24 01:57:56 main:574] : INFO : Epoch 1778 | loss: 0.031137 | val_loss: 0.0311515 | Time: 5317.81 ms [2022-03-24 01:58:01 main:574] : INFO : Epoch 1779 | loss: 0.0311354 | val_loss: 0.0311503 | Time: 5325.91 ms [2022-03-24 01:58:06 main:574] : INFO : Epoch 1780 | loss: 0.0311355 | val_loss: 0.031154 | Time: 5322.42 ms [2022-03-24 01:58:12 main:574] : INFO : Epoch 1781 | loss: 0.031136 | val_loss: 0.0311521 | Time: 5326.27 ms [2022-03-24 01:58:17 main:574] : INFO : Epoch 1782 | loss: 0.0311401 | val_loss: 0.0311558 | Time: 5319.03 ms [2022-03-24 01:58:22 main:574] : INFO : Epoch 1783 | loss: 0.0311414 | val_loss: 0.0311567 | Time: 5327.01 ms [2022-03-24 01:58:28 main:574] : INFO : Epoch 1784 | loss: 0.0311392 | val_loss: 0.0311533 | Time: 5322.48 ms [2022-03-24 01:58:33 main:574] : INFO : Epoch 1785 | loss: 0.0311389 | val_loss: 0.031155 | Time: 5323.42 ms [2022-03-24 01:58:38 main:574] : INFO : Epoch 1786 | loss: 0.0311373 | val_loss: 0.0311523 | Time: 5323.95 ms [2022-03-24 01:58:44 main:574] : INFO : Epoch 1787 | loss: 0.031137 | val_loss: 0.0311528 | Time: 5322.97 ms [2022-03-24 01:58:49 main:574] : INFO : Epoch 1788 | loss: 0.0311358 | val_loss: 0.0311519 | Time: 5320.19 ms [2022-03-24 01:58:54 main:574] : INFO : Epoch 1789 | loss: 0.0311359 | val_loss: 0.0311541 | Time: 5318.89 ms [2022-03-24 01:59:00 main:574] : INFO : Epoch 1790 | loss: 0.0311404 | val_loss: 0.0311654 | Time: 5330.98 ms [2022-03-24 01:59:05 main:574] : INFO : Epoch 1791 | loss: 0.0311459 | val_loss: 0.0311569 | Time: 5326.54 ms [2022-03-24 01:59:10 main:574] : INFO : Epoch 1792 | loss: 0.0311391 | val_loss: 0.0311558 | Time: 5319.55 ms [2022-03-24 01:59:15 main:574] : INFO : Epoch 1793 | loss: 0.0311392 | val_loss: 0.0311566 | Time: 5314.11 ms [2022-03-24 01:59:21 main:574] : INFO : Epoch 1794 | loss: 0.0311439 | val_loss: 0.0311552 | Time: 5319.18 ms [2022-03-24 01:59:26 main:574] : INFO : Epoch 1795 | loss: 0.03114 | val_loss: 0.0311527 | Time: 5320.85 ms [2022-03-24 01:59:31 main:574] : INFO : Epoch 1796 | loss: 0.0311401 | val_loss: 0.0311532 | Time: 5318.6 ms [2022-03-24 01:59:37 main:574] : INFO : Epoch 1797 | loss: 0.0311389 | val_loss: 0.0311545 | Time: 5324.52 ms [2022-03-24 01:59:42 main:574] : INFO : Epoch 1798 | loss: 0.0311378 | val_loss: 0.0311545 | Time: 5321.85 ms [2022-03-24 01:59:47 main:574] : INFO : Epoch 1799 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 5326.33 ms [2022-03-24 01:59:53 main:574] : INFO : Epoch 1800 | loss: 0.0311373 | val_loss: 0.0311552 | Time: 5318.54 ms [2022-03-24 01:59:58 main:574] : INFO : Epoch 1801 | loss: 0.031141 | val_loss: 0.0311544 | Time: 5323.08 ms [2022-03-24 02:00:03 main:574] : INFO : Epoch 1802 | loss: 0.0311368 | val_loss: 0.0311531 | Time: 5315.97 ms [2022-03-24 02:00:09 main:574] : INFO : Epoch 1803 | loss: 0.0311361 | val_loss: 0.0311561 | Time: 5321.72 ms [2022-03-24 02:00:14 main:574] : INFO : Epoch 1804 | loss: 0.0311359 | val_loss: 0.0311549 | Time: 5334.78 ms [2022-03-24 02:00:19 main:574] : INFO : Epoch 1805 | loss: 0.0311359 | val_loss: 0.0311543 | Time: 5321.26 ms [2022-03-24 02:00:25 main:574] : INFO : Epoch 1806 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 5318.7 ms [2022-03-24 02:00:30 main:574] : INFO : Epoch 1807 | loss: 0.0311378 | val_loss: 0.0311538 | Time: 5319.65 ms [2022-03-24 02:00:35 main:574] : INFO : Epoch 1808 | loss: 0.0311365 | val_loss: 0.0311539 | Time: 5325.2 ms [2022-03-24 02:00:41 main:574] : INFO : Epoch 1809 | loss: 0.0311356 | val_loss: 0.0311563 | Time: 5326.36 ms [2022-03-24 02:00:46 main:574] : INFO : Epoch 1810 | loss: 0.0311359 | val_loss: 0.031158 | Time: 5314.48 ms [2022-03-24 02:00:51 main:574] : INFO : Epoch 1811 | loss: 0.0311363 | val_loss: 0.0311557 | Time: 5325.82 ms [2022-03-24 02:00:57 main:574] : INFO : Epoch 1812 | loss: 0.0311356 | val_loss: 0.0311608 | Time: 5320.81 ms [2022-03-24 02:01:02 main:574] : INFO : Epoch 1813 | loss: 0.0311345 | val_loss: 0.0311554 | Time: 5326.16 ms [2022-03-24 02:01:07 main:574] : INFO : Epoch 1814 | loss: 0.0311352 | val_loss: 0.0311585 | Time: 5321.6 ms [2022-03-24 02:01:13 main:574] : INFO : Epoch 1815 | loss: 0.0311415 | val_loss: 0.0311541 | Time: 5317.25 ms [2022-03-24 02:01:18 main:574] : INFO : Epoch 1816 | loss: 0.0311449 | val_loss: 0.0311536 | Time: 5318.98 ms [2022-03-24 02:01:23 main:574] : INFO : Epoch 1817 | loss: 0.0311432 | val_loss: 0.0311574 | Time: 5325.89 ms [2022-03-24 02:01:29 main:574] : INFO : Epoch 1818 | loss: 0.0311461 | val_loss: 0.0311644 | Time: 5318.38 ms [2022-03-24 02:01:34 main:574] : INFO : Epoch 1819 | loss: 0.0311559 | val_loss: 0.0311724 | Time: 5320 ms [2022-03-24 02:01:39 main:574] : INFO : Epoch 1820 | loss: 0.0320977 | val_loss: 0.0314958 | Time: 5317.41 ms [2022-03-24 02:01:45 main:574] : INFO : Epoch 1821 | loss: 0.0350326 | val_loss: 0.0346568 | Time: 5330.25 ms [2022-03-24 02:01:50 main:574] : INFO : Epoch 1822 | loss: 0.0321421 | val_loss: 0.0314135 | Time: 5322.95 ms [2022-03-24 02:01:55 main:574] : INFO : Epoch 1823 | loss: 0.0313251 | val_loss: 0.031259 | Time: 5323.56 ms [2022-03-24 02:02:01 main:574] : INFO : Epoch 1824 | loss: 0.0312489 | val_loss: 0.0312352 | Time: 5317.9 ms [2022-03-24 02:02:06 main:574] : INFO : Epoch 1825 | loss: 0.0312272 | val_loss: 0.0312185 | Time: 5322.58 ms [2022-03-24 02:02:11 main:574] : INFO : Epoch 1826 | loss: 0.0312083 | val_loss: 0.0311973 | Time: 5320.85 ms [2022-03-24 02:02:17 main:574] : INFO : Epoch 1827 | loss: 0.0311923 | val_loss: 0.0311865 | Time: 5314.65 ms [2022-03-24 02:02:22 main:574] : INFO : Epoch 1828 | loss: 0.0311834 | val_loss: 0.0311803 | Time: 5334.19 ms [2022-03-24 02:02:27 main:574] : INFO : Epoch 1829 | loss: 0.031179 | val_loss: 0.0311767 | Time: 5321.11 ms [2022-03-24 02:02:33 main:574] : INFO : Epoch 1830 | loss: 0.0311771 | val_loss: 0.0311754 | Time: 5317.93 ms [2022-03-24 02:02:38 main:574] : INFO : Epoch 1831 | loss: 0.031175 | val_loss: 0.0311747 | Time: 5319.13 ms [2022-03-24 02:02:43 main:574] : INFO : Epoch 1832 | loss: 0.0311734 | val_loss: 0.0311737 | Time: 5335.53 ms [2022-03-24 02:02:49 main:574] : INFO : Epoch 1833 | loss: 0.0311741 | val_loss: 0.0311716 | Time: 5321.47 ms [2022-03-24 02:02:54 main:574] : INFO : Epoch 1834 | loss: 0.0311738 | val_loss: 0.0311681 | Time: 5324.82 ms [2022-03-24 02:02:59 main:574] : INFO : Epoch 1835 | loss: 0.0311613 | val_loss: 0.0311644 | Time: 5340.04 ms [2022-03-24 02:03:05 main:574] : INFO : Epoch 1836 | loss: 0.031156 | val_loss: 0.0311603 | Time: 5321.03 ms [2022-03-24 02:03:10 main:574] : INFO : Epoch 1837 | loss: 0.0311535 | val_loss: 0.0311583 | Time: 5321.02 ms [2022-03-24 02:03:15 main:574] : INFO : Epoch 1838 | loss: 0.0311526 | val_loss: 0.0311591 | Time: 5318.12 ms [2022-03-24 02:03:21 main:574] : INFO : Epoch 1839 | loss: 0.0311532 | val_loss: 0.031157 | Time: 5325.67 ms [2022-03-24 02:03:26 main:574] : INFO : Epoch 1840 | loss: 0.0311524 | val_loss: 0.0311696 | Time: 5324.49 ms [2022-03-24 02:03:31 main:574] : INFO : Epoch 1841 | loss: 0.0311568 | val_loss: 0.0311599 | Time: 5313.96 ms [2022-03-24 02:03:37 main:574] : INFO : Epoch 1842 | loss: 0.0311542 | val_loss: 0.0311586 | Time: 5323.76 ms [2022-03-24 02:03:42 main:574] : INFO : Epoch 1843 | loss: 0.0311522 | val_loss: 0.0311576 | Time: 5320.96 ms [2022-03-24 02:03:47 main:574] : INFO : Epoch 1844 | loss: 0.0311512 | val_loss: 0.0311562 | Time: 5342.73 ms [2022-03-24 02:03:53 main:574] : INFO : Epoch 1845 | loss: 0.0311522 | val_loss: 0.0311558 | Time: 5318 ms [2022-03-24 02:03:58 main:574] : INFO : Epoch 1846 | loss: 0.0311551 | val_loss: 0.0311585 | Time: 5322.04 ms [2022-03-24 02:04:03 main:574] : INFO : Epoch 1847 | loss: 0.0311563 | val_loss: 0.0311619 | Time: 5317.16 ms [2022-03-24 02:04:08 main:574] : INFO : Epoch 1848 | loss: 0.0311553 | val_loss: 0.0311606 | Time: 5325.42 ms [2022-03-24 02:04:14 main:574] : INFO : Epoch 1849 | loss: 0.0311554 | val_loss: 0.0311577 | Time: 5325.04 ms [2022-03-24 02:04:19 main:574] : INFO : Epoch 1850 | loss: 0.0311547 | val_loss: 0.0311563 | Time: 5325.93 ms [2022-03-24 02:04:24 main:574] : INFO : Epoch 1851 | loss: 0.0311528 | val_loss: 0.0311624 | Time: 5318.58 ms [2022-03-24 02:04:30 main:574] : INFO : Epoch 1852 | loss: 0.0311536 | val_loss: 0.0311577 | Time: 5318.99 ms [2022-03-24 02:04:35 main:574] : INFO : Epoch 1853 | loss: 0.031152 | val_loss: 0.0311575 | Time: 5326.22 ms [2022-03-24 02:04:40 main:574] : INFO : Epoch 1854 | loss: 0.0311504 | val_loss: 0.0311585 | Time: 5322.39 ms [2022-03-24 02:04:46 main:574] : INFO : Epoch 1855 | loss: 0.0311523 | val_loss: 0.031157 | Time: 5316.75 ms [2022-03-24 02:04:51 main:574] : INFO : Epoch 1856 | loss: 0.0311514 | val_loss: 0.0311577 | Time: 5320.31 ms [2022-03-24 02:04:56 main:574] : INFO : Epoch 1857 | loss: 0.0311508 | val_loss: 0.0311601 | Time: 5319.7 ms [2022-03-24 02:05:02 main:574] : INFO : Epoch 1858 | loss: 0.0311519 | val_loss: 0.0311605 | Time: 5318.95 ms [2022-03-24 02:05:07 main:574] : INFO : Epoch 1859 | loss: 0.0311541 | val_loss: 0.0311574 | Time: 5320.32 ms [2022-03-24 02:05:12 main:574] : INFO : Epoch 1860 | loss: 0.0311536 | val_loss: 0.0311632 | Time: 5321.29 ms [2022-03-24 02:05:18 main:574] : INFO : Epoch 1861 | loss: 0.031152 | val_loss: 0.0311571 | Time: 5319.11 ms [2022-03-24 02:05:23 main:574] : INFO : Epoch 1862 | loss: 0.0311497 | val_loss: 0.0311569 | Time: 5320.79 ms [2022-03-24 02:05:28 main:574] : INFO : Epoch 1863 | loss: 0.0311485 | val_loss: 0.0311561 | Time: 5326.35 ms [2022-03-24 02:05:34 main:574] : INFO : Epoch 1864 | loss: 0.0311487 | val_loss: 0.0311562 | Time: 5319.66 ms [2022-03-24 02:05:39 main:574] : INFO : Epoch 1865 | loss: 0.0311488 | val_loss: 0.0311574 | Time: 5318.09 ms [2022-03-24 02:05:44 main:574] : INFO : Epoch 1866 | loss: 0.0311504 | val_loss: 0.0311565 | Time: 5318.97 ms [2022-03-24 02:05:50 main:574] : INFO : Epoch 1867 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 5324.11 ms [2022-03-24 02:05:55 main:574] : INFO : Epoch 1868 | loss: 0.0311487 | val_loss: 0.0311567 | Time: 5319.74 ms [2022-03-24 02:06:00 main:574] : INFO : Epoch 1869 | loss: 0.031149 | val_loss: 0.0311587 | Time: 5323.51 ms [2022-03-24 02:06:06 main:574] : INFO : Epoch 1870 | loss: 0.0311482 | val_loss: 0.0311613 | Time: 5323.09 ms [2022-03-24 02:06:11 main:574] : INFO : Epoch 1871 | loss: 0.0311491 | val_loss: 0.031158 | Time: 5327.59 ms [2022-03-24 02:06:16 main:574] : INFO : Epoch 1872 | loss: 0.0311462 | val_loss: 0.0311607 | Time: 5314.76 ms [2022-03-24 02:06:22 main:574] : INFO : Epoch 1873 | loss: 0.0311473 | val_loss: 0.0311564 | Time: 5318.49 ms [2022-03-24 02:06:27 main:574] : INFO : Epoch 1874 | loss: 0.0311459 | val_loss: 0.0311565 | Time: 5325.06 ms [2022-03-24 02:06:32 main:574] : INFO : Epoch 1875 | loss: 0.0311505 | val_loss: 0.0311577 | Time: 5322.52 ms [2022-03-24 02:06:38 main:574] : INFO : Epoch 1876 | loss: 0.0311524 | val_loss: 0.0311664 | Time: 5329.99 ms [2022-03-24 02:06:43 main:574] : INFO : Epoch 1877 | loss: 0.0311497 | val_loss: 0.0311586 | Time: 5328.11 ms [2022-03-24 02:06:48 main:574] : INFO : Epoch 1878 | loss: 0.0311465 | val_loss: 0.031155 | Time: 5325.85 ms [2022-03-24 02:06:54 main:574] : INFO : Epoch 1879 | loss: 0.031145 | val_loss: 0.0311546 | Time: 5322.97 ms [2022-03-24 02:06:59 main:574] : INFO : Epoch 1880 | loss: 0.0311457 | val_loss: 0.0311571 | Time: 5321.79 ms [2022-03-24 02:07:04 main:574] : INFO : Epoch 1881 | loss: 0.0311457 | val_loss: 0.0311669 | Time: 5318.94 ms [2022-03-24 02:07:10 main:574] : INFO : Epoch 1882 | loss: 0.0311441 | val_loss: 0.031155 | Time: 5318.37 ms [2022-03-24 02:07:15 main:574] : INFO : Epoch 1883 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 5323.87 ms [2022-03-24 02:07:20 main:574] : INFO : Epoch 1884 | loss: 0.0311425 | val_loss: 0.0311547 | Time: 5320.69 ms [2022-03-24 02:07:26 main:574] : INFO : Epoch 1885 | loss: 0.0311417 | val_loss: 0.0311584 | Time: 5319.18 ms [2022-03-24 02:07:31 main:574] : INFO : Epoch 1886 | loss: 0.0311407 | val_loss: 0.0311564 | Time: 5317.84 ms [2022-03-24 02:07:36 main:574] : INFO : Epoch 1887 | loss: 0.0311422 | val_loss: 0.0311652 | Time: 5322.5 ms [2022-03-24 02:07:42 main:574] : INFO : Epoch 1888 | loss: 0.0311431 | val_loss: 0.0311548 | Time: 5320.03 ms [2022-03-24 02:07:47 main:574] : INFO : Epoch 1889 | loss: 0.0311412 | val_loss: 0.0311603 | Time: 5323.54 ms [2022-03-24 02:07:52 main:574] : INFO : Epoch 1890 | loss: 0.0311428 | val_loss: 0.0311561 | Time: 5323.6 ms [2022-03-24 02:07:58 main:574] : INFO : Epoch 1891 | loss: 0.0311413 | val_loss: 0.0311543 | Time: 5328.52 ms [2022-03-24 02:08:03 main:574] : INFO : Epoch 1892 | loss: 0.0311396 | val_loss: 0.0311542 | Time: 5319.28 ms [2022-03-24 02:08:08 main:574] : INFO : Epoch 1893 | loss: 0.0311392 | val_loss: 0.0311586 | Time: 5330.51 ms [2022-03-24 02:08:14 main:574] : INFO : Epoch 1894 | loss: 0.0311389 | val_loss: 0.0311537 | Time: 5314.63 ms [2022-03-24 02:08:19 main:574] : INFO : Epoch 1895 | loss: 0.031139 | val_loss: 0.0311537 | Time: 5322.89 ms [2022-03-24 02:08:24 main:574] : INFO : Epoch 1896 | loss: 0.0311387 | val_loss: 0.0311529 | Time: 5313.31 ms [2022-03-24 02:08:29 main:574] : INFO : Epoch 1897 | loss: 0.031141 | val_loss: 0.0311694 | Time: 5316.53 ms [2022-03-24 02:08:35 main:574] : INFO : Epoch 1898 | loss: 0.0311447 | val_loss: 0.0311532 | Time: 5334.14 ms [2022-03-24 02:08:40 main:574] : INFO : Epoch 1899 | loss: 0.0311384 | val_loss: 0.0311523 | Time: 5323.51 ms [2022-03-24 02:08:45 main:574] : INFO : Epoch 1900 | loss: 0.0311397 | val_loss: 0.0311535 | Time: 5316.44 ms [2022-03-24 02:08:51 main:574] : INFO : Epoch 1901 | loss: 0.0311425 | val_loss: 0.0311555 | Time: 5318.4 ms [2022-03-24 02:08:56 main:574] : INFO : Epoch 1902 | loss: 0.0311474 | val_loss: 0.0311556 | Time: 5323.32 ms [2022-03-24 02:09:01 main:574] : INFO : Epoch 1903 | loss: 0.0311463 | val_loss: 0.031165 | Time: 5316.7 ms [2022-03-24 02:09:07 main:574] : INFO : Epoch 1904 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 5323.94 ms [2022-03-24 02:09:12 main:574] : INFO : Epoch 1905 | loss: 0.0311729 | val_loss: 0.0311737 | Time: 5315.94 ms [2022-03-24 02:09:17 main:574] : INFO : Epoch 1906 | loss: 0.0311668 | val_loss: 0.0311676 | Time: 5324.71 ms [2022-03-24 02:09:23 main:574] : INFO : Epoch 1907 | loss: 0.0311635 | val_loss: 0.0311666 | Time: 5324.52 ms [2022-03-24 02:09:28 main:574] : INFO : Epoch 1908 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 5322.64 ms [2022-03-24 02:09:33 main:574] : INFO : Epoch 1909 | loss: 0.0311579 | val_loss: 0.031164 | Time: 5322.73 ms [2022-03-24 02:09:39 main:574] : INFO : Epoch 1910 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 5312.6 ms [2022-03-24 02:09:44 main:574] : INFO : Epoch 1911 | loss: 0.031159 | val_loss: 0.0311671 | Time: 5323.86 ms [2022-03-24 02:09:49 main:574] : INFO : Epoch 1912 | loss: 0.0311575 | val_loss: 0.0311663 | Time: 5334.81 ms [2022-03-24 02:09:55 main:574] : INFO : Epoch 1913 | loss: 0.0311575 | val_loss: 0.0311645 | Time: 5318.19 ms [2022-03-24 02:10:00 main:574] : INFO : Epoch 1914 | loss: 0.0311567 | val_loss: 0.0311663 | Time: 5303.63 ms [2022-03-24 02:10:05 main:574] : INFO : Epoch 1915 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 5317.43 ms [2022-03-24 02:10:11 main:574] : INFO : Epoch 1916 | loss: 0.0311546 | val_loss: 0.0311619 | Time: 5322.26 ms [2022-03-24 02:10:16 main:574] : INFO : Epoch 1917 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 5316.61 ms [2022-03-24 02:10:21 main:574] : INFO : Epoch 1918 | loss: 0.0311525 | val_loss: 0.0311637 | Time: 5321.46 ms [2022-03-24 02:10:27 main:574] : INFO : Epoch 1919 | loss: 0.0311521 | val_loss: 0.0311636 | Time: 5327.93 ms [2022-03-24 02:10:32 main:574] : INFO : Epoch 1920 | loss: 0.0311525 | val_loss: 0.0311781 | Time: 5319.36 ms [2022-03-24 02:10:37 main:574] : INFO : Epoch 1921 | loss: 0.0311555 | val_loss: 0.0311614 | Time: 5321.17 ms [2022-03-24 02:10:43 main:574] : INFO : Epoch 1922 | loss: 0.0311483 | val_loss: 0.0311593 | Time: 5311.05 ms [2022-03-24 02:10:48 main:574] : INFO : Epoch 1923 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 5331.04 ms [2022-03-24 02:10:53 main:574] : INFO : Epoch 1924 | loss: 0.0311583 | val_loss: 0.0311587 | Time: 5326.65 ms [2022-03-24 02:10:59 main:574] : INFO : Epoch 1925 | loss: 0.0311567 | val_loss: 0.0311556 | Time: 5322.69 ms [2022-03-24 02:11:04 main:574] : INFO : Epoch 1926 | loss: 0.0311552 | val_loss: 0.0311564 | Time: 5317.04 ms [2022-03-24 02:11:09 main:574] : INFO : Epoch 1927 | loss: 0.0311535 | val_loss: 0.0311568 | Time: 5318.65 ms [2022-03-24 02:11:15 main:574] : INFO : Epoch 1928 | loss: 0.0311514 | val_loss: 0.0311567 | Time: 5316.78 ms [2022-03-24 02:11:20 main:574] : INFO : Epoch 1929 | loss: 0.0311506 | val_loss: 0.0311564 | Time: 5325.14 ms [2022-03-24 02:11:25 main:574] : INFO : Epoch 1930 | loss: 0.0311507 | val_loss: 0.0311583 | Time: 5327.54 ms [2022-03-24 02:11:31 main:574] : INFO : Epoch 1931 | loss: 0.03115 | val_loss: 0.0311569 | Time: 5336.08 ms [2022-03-24 02:11:36 main:574] : INFO : Epoch 1932 | loss: 0.0311496 | val_loss: 0.031158 | Time: 5319.22 ms [2022-03-24 02:11:41 main:574] : INFO : Epoch 1933 | loss: 0.0311475 | val_loss: 0.0311565 | Time: 5328.59 ms [2022-03-24 02:11:47 main:574] : INFO : Epoch 1934 | loss: 0.0311477 | val_loss: 0.0311599 | Time: 5321.67 ms [2022-03-24 02:11:52 main:574] : INFO : Epoch 1935 | loss: 0.0311508 | val_loss: 0.0311541 | Time: 5334.02 ms [2022-03-24 02:11:57 main:574] : INFO : Epoch 1936 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 5314.1 ms [2022-03-24 02:12:03 main:574] : INFO : Epoch 1937 | loss: 0.0311476 | val_loss: 0.0311574 | Time: 5319.76 ms [2022-03-24 02:12:08 main:574] : INFO : Epoch 1938 | loss: 0.0311462 | val_loss: 0.031156 | Time: 5321.63 ms [2022-03-24 02:12:13 main:574] : INFO : Epoch 1939 | loss: 0.0311466 | val_loss: 0.0311615 | Time: 5322.04 ms [2022-03-24 02:12:18 main:574] : INFO : Epoch 1940 | loss: 0.0311499 | val_loss: 0.0311563 | Time: 5323.89 ms [2022-03-24 02:12:24 main:574] : INFO : Epoch 1941 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 5321.5 ms [2022-03-24 02:12:29 main:574] : INFO : Epoch 1942 | loss: 0.0311479 | val_loss: 0.0311569 | Time: 5315.62 ms [2022-03-24 02:12:34 main:574] : INFO : Epoch 1943 | loss: 0.031146 | val_loss: 0.0311558 | Time: 5321.32 ms [2022-03-24 02:12:40 main:574] : INFO : Epoch 1944 | loss: 0.0311441 | val_loss: 0.0311551 | Time: 5314.45 ms [2022-03-24 02:12:45 main:574] : INFO : Epoch 1945 | loss: 0.0311453 | val_loss: 0.0311574 | Time: 5322.1 ms [2022-03-24 02:12:50 main:574] : INFO : Epoch 1946 | loss: 0.0311454 | val_loss: 0.0311551 | Time: 5313.69 ms [2022-03-24 02:12:56 main:574] : INFO : Epoch 1947 | loss: 0.0311425 | val_loss: 0.0311552 | Time: 5322.82 ms [2022-03-24 02:13:01 main:574] : INFO : Epoch 1948 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 5320.91 ms [2022-03-24 02:13:06 main:574] : INFO : Epoch 1949 | loss: 0.031143 | val_loss: 0.0311557 | Time: 5321.64 ms [2022-03-24 02:13:12 main:574] : INFO : Epoch 1950 | loss: 0.031142 | val_loss: 0.0311562 | Time: 5322.94 ms [2022-03-24 02:13:17 main:574] : INFO : Epoch 1951 | loss: 0.0311427 | val_loss: 0.0311604 | Time: 5319.09 ms [2022-03-24 02:13:22 main:574] : INFO : Epoch 1952 | loss: 0.0311436 | val_loss: 0.0311555 | Time: 5319.23 ms [2022-03-24 02:13:28 main:574] : INFO : Epoch 1953 | loss: 0.0311437 | val_loss: 0.0311575 | Time: 5316.83 ms [2022-03-24 02:13:33 main:574] : INFO : Epoch 1954 | loss: 0.0311432 | val_loss: 0.0311607 | Time: 5325.56 ms [2022-03-24 02:13:38 main:574] : INFO : Epoch 1955 | loss: 0.0311428 | val_loss: 0.0311561 | Time: 5331.11 ms [2022-03-24 02:13:44 main:574] : INFO : Epoch 1956 | loss: 0.0311403 | val_loss: 0.0311564 | Time: 5316.82 ms [2022-03-24 02:13:49 main:574] : INFO : Epoch 1957 | loss: 0.0311403 | val_loss: 0.0311561 | Time: 5313.86 ms [2022-03-24 02:13:54 main:574] : INFO : Epoch 1958 | loss: 0.0311405 | val_loss: 0.0311559 | Time: 5320.12 ms [2022-03-24 02:14:00 main:574] : INFO : Epoch 1959 | loss: 0.0311428 | val_loss: 0.0311569 | Time: 5357.7 ms [2022-03-24 02:14:05 main:574] : INFO : Epoch 1960 | loss: 0.0311416 | val_loss: 0.0311561 | Time: 5318.87 ms [2022-03-24 02:14:10 main:574] : INFO : Epoch 1961 | loss: 0.0311424 | val_loss: 0.0311551 | Time: 5323.59 ms [2022-03-24 02:14:16 main:574] : INFO : Epoch 1962 | loss: 0.0311419 | val_loss: 0.0311554 | Time: 5320.35 ms [2022-03-24 02:14:21 main:574] : INFO : Epoch 1963 | loss: 0.031142 | val_loss: 0.031156 | Time: 5321.09 ms [2022-03-24 02:14:26 main:574] : INFO : Epoch 1964 | loss: 0.0311394 | val_loss: 0.031153 | Time: 5317.87 ms [2022-03-24 02:14:32 main:574] : INFO : Epoch 1965 | loss: 0.0311403 | val_loss: 0.0311547 | Time: 5321.91 ms [2022-03-24 02:14:37 main:574] : INFO : Epoch 1966 | loss: 0.0311398 | val_loss: 0.0311542 | Time: 5323.26 ms [2022-03-24 02:14:42 main:574] : INFO : Epoch 1967 | loss: 0.031139 | val_loss: 0.0311539 | Time: 5319.99 ms [2022-03-24 02:14:48 main:574] : INFO : Epoch 1968 | loss: 0.0311389 | val_loss: 0.0311534 | Time: 5326.42 ms [2022-03-24 02:14:53 main:574] : INFO : Epoch 1969 | loss: 0.0311393 | val_loss: 0.031155 | Time: 5317.79 ms [2022-03-24 02:14:58 main:574] : INFO : Epoch 1970 | loss: 0.0311393 | val_loss: 0.0311552 | Time: 5318.04 ms [2022-03-24 02:15:04 main:574] : INFO : Epoch 1971 | loss: 0.0311381 | val_loss: 0.0311538 | Time: 5314.47 ms [2022-03-24 02:15:09 main:574] : INFO : Epoch 1972 | loss: 0.0311398 | val_loss: 0.0311523 | Time: 5320.92 ms [2022-03-24 02:15:14 main:574] : INFO : Epoch 1973 | loss: 0.0311419 | val_loss: 0.0311544 | Time: 5321.88 ms [2022-03-24 02:15:20 main:574] : INFO : Epoch 1974 | loss: 0.0311385 | val_loss: 0.0311562 | Time: 5330.06 ms [2022-03-24 02:15:25 main:574] : INFO : Epoch 1975 | loss: 0.0311378 | val_loss: 0.0311534 | Time: 5320.58 ms [2022-03-24 02:15:30 main:574] : INFO : Epoch 1976 | loss: 0.0311378 | val_loss: 0.0311568 | Time: 5312.06 ms [2022-03-24 02:15:36 main:574] : INFO : Epoch 1977 | loss: 0.0311379 | val_loss: 0.0311552 | Time: 5318.9 ms [2022-03-24 02:15:41 main:574] : INFO : Epoch 1978 | loss: 0.0311369 | val_loss: 0.0311556 | Time: 5314.1 ms [2022-03-24 02:15:46 main:574] : INFO : Epoch 1979 | loss: 0.0311379 | val_loss: 0.0311526 | Time: 5319.73 ms [2022-03-24 02:15:52 main:574] : INFO : Epoch 1980 | loss: 0.0311378 | val_loss: 0.0311535 | Time: 5314.65 ms [2022-03-24 02:15:57 main:574] : INFO : Epoch 1981 | loss: 0.0311379 | val_loss: 0.0311562 | Time: 5320.41 ms [2022-03-24 02:16:02 main:574] : INFO : Epoch 1982 | loss: 0.0311374 | val_loss: 0.0311551 | Time: 5322.77 ms [2022-03-24 02:16:08 main:574] : INFO : Epoch 1983 | loss: 0.0311376 | val_loss: 0.0311547 | Time: 5318.75 ms [2022-03-24 02:16:13 main:574] : INFO : Epoch 1984 | loss: 0.0311372 | val_loss: 0.0311546 | Time: 5313.86 ms [2022-03-24 02:16:18 main:574] : INFO : Epoch 1985 | loss: 0.0311419 | val_loss: 0.0311594 | Time: 5323.84 ms [2022-03-24 02:16:23 main:574] : INFO : Epoch 1986 | loss: 0.0311446 | val_loss: 0.0311549 | Time: 5325.96 ms [2022-03-24 02:16:29 main:574] : INFO : Epoch 1987 | loss: 0.0311437 | val_loss: 0.0311569 | Time: 5319.81 ms [2022-03-24 02:16:34 main:574] : INFO : Epoch 1988 | loss: 0.0311409 | val_loss: 0.0311583 | Time: 5321.69 ms [2022-03-24 02:16:39 main:574] : INFO : Epoch 1989 | loss: 0.0311421 | val_loss: 0.0311549 | Time: 5323.21 ms [2022-03-24 02:16:45 main:574] : INFO : Epoch 1990 | loss: 0.03114 | val_loss: 0.0311545 | Time: 5323.79 ms [2022-03-24 02:16:50 main:574] : INFO : Epoch 1991 | loss: 0.0311412 | val_loss: 0.0311541 | Time: 5320.24 ms [2022-03-24 02:16:55 main:574] : INFO : Epoch 1992 | loss: 0.031142 | val_loss: 0.0311519 | Time: 5318.82 ms [2022-03-24 02:17:01 main:574] : INFO : Epoch 1993 | loss: 0.0311426 | val_loss: 0.0311552 | Time: 5322.75 ms [2022-03-24 02:17:06 main:574] : INFO : Epoch 1994 | loss: 0.0311417 | val_loss: 0.0311517 | Time: 5315.17 ms [2022-03-24 02:17:11 main:574] : INFO : Epoch 1995 | loss: 0.0311413 | val_loss: 0.0311548 | Time: 5319.77 ms [2022-03-24 02:17:17 main:574] : INFO : Epoch 1996 | loss: 0.0311419 | val_loss: 0.0311539 | Time: 5327.04 ms [2022-03-24 02:17:22 main:574] : INFO : Epoch 1997 | loss: 0.0311409 | val_loss: 0.0311538 | Time: 5326.18 ms [2022-03-24 02:17:27 main:574] : INFO : Epoch 1998 | loss: 0.0311424 | val_loss: 0.0311611 | Time: 5323.9 ms [2022-03-24 02:17:33 main:574] : INFO : Epoch 1999 | loss: 0.031144 | val_loss: 0.0311543 | Time: 5320.06 ms [2022-03-24 02:17:38 main:574] : INFO : Epoch 2000 | loss: 0.0311392 | val_loss: 0.0311544 | Time: 5313.95 ms [2022-03-24 02:17:43 main:574] : INFO : Epoch 2001 | loss: 0.0311413 | val_loss: 0.0311589 | Time: 5323.64 ms [2022-03-24 02:17:49 main:574] : INFO : Epoch 2002 | loss: 0.0311474 | val_loss: 0.0311594 | Time: 5324.06 ms [2022-03-24 02:17:54 main:574] : INFO : Epoch 2003 | loss: 0.0311442 | val_loss: 0.03116 | Time: 5319.4 ms [2022-03-24 02:17:59 main:574] : INFO : Epoch 2004 | loss: 0.0311452 | val_loss: 0.0311561 | Time: 5321.81 ms [2022-03-24 02:18:05 main:574] : INFO : Epoch 2005 | loss: 0.0311435 | val_loss: 0.0311565 | Time: 5318.28 ms [2022-03-24 02:18:10 main:574] : INFO : Epoch 2006 | loss: 0.0311398 | val_loss: 0.0311565 | Time: 5318.54 ms [2022-03-24 02:18:15 main:574] : INFO : Epoch 2007 | loss: 0.0311401 | val_loss: 0.0311559 | Time: 5317.08 ms [2022-03-24 02:18:21 main:574] : INFO : Epoch 2008 | loss: 0.0311404 | val_loss: 0.0311549 | Time: 5316.46 ms [2022-03-24 02:18:26 main:574] : INFO : Epoch 2009 | loss: 0.0311399 | val_loss: 0.0311583 | Time: 5320.28 ms [2022-03-24 02:18:31 main:574] : INFO : Epoch 2010 | loss: 0.0311403 | val_loss: 0.0311571 | Time: 5327.22 ms [2022-03-24 02:18:37 main:574] : INFO : Epoch 2011 | loss: 0.0311499 | val_loss: 0.0311566 | Time: 5318.22 ms [2022-03-24 02:18:42 main:574] : INFO : Epoch 2012 | loss: 0.0311453 | val_loss: 0.0311561 | Time: 5320.83 ms [2022-03-24 02:18:47 main:574] : INFO : Epoch 2013 | loss: 0.0311422 | val_loss: 0.0311557 | Time: 5311.55 ms [2022-03-24 02:18:53 main:574] : INFO : Epoch 2014 | loss: 0.031143 | val_loss: 0.0311584 | Time: 5331.75 ms [2022-03-24 02:18:58 main:574] : INFO : Epoch 2015 | loss: 0.0311397 | val_loss: 0.0311618 | Time: 5320.07 ms [2022-03-24 02:19:03 main:574] : INFO : Epoch 2016 | loss: 0.0311479 | val_loss: 0.0311597 | Time: 5332.89 ms [2022-03-24 02:19:09 main:574] : INFO : Epoch 2017 | loss: 0.0311462 | val_loss: 0.0311584 | Time: 5329.57 ms [2022-03-24 02:19:14 main:574] : INFO : Epoch 2018 | loss: 0.0311432 | val_loss: 0.0311577 | Time: 5332.45 ms [2022-03-24 02:19:19 main:574] : INFO : Epoch 2019 | loss: 0.0311422 | val_loss: 0.0311614 | Time: 5319.72 ms [2022-03-24 02:19:25 main:574] : INFO : Epoch 2020 | loss: 0.0311466 | val_loss: 0.0311615 | Time: 5315.21 ms [2022-03-24 02:19:30 main:574] : INFO : Epoch 2021 | loss: 0.0311463 | val_loss: 0.031156 | Time: 5324.12 ms [2022-03-24 02:19:35 main:574] : INFO : Epoch 2022 | loss: 0.0311427 | val_loss: 0.0311564 | Time: 5324.36 ms [2022-03-24 02:19:41 main:574] : INFO : Epoch 2023 | loss: 0.0311453 | val_loss: 0.0311594 | Time: 5322.12 ms [2022-03-24 02:19:46 main:574] : INFO : Epoch 2024 | loss: 0.0311448 | val_loss: 0.0311592 | Time: 5326.47 ms [2022-03-24 02:19:51 main:574] : INFO : Epoch 2025 | loss: 0.0311431 | val_loss: 0.0311574 | Time: 5317.85 ms [2022-03-24 02:19:57 main:574] : INFO : Epoch 2026 | loss: 0.0311417 | val_loss: 0.0311546 | Time: 5321.93 ms [2022-03-24 02:20:02 main:574] : INFO : Epoch 2027 | loss: 0.0311396 | val_loss: 0.0311517 | Time: 5312.28 ms [2022-03-24 02:20:07 main:574] : INFO : Epoch 2028 | loss: 0.0311386 | val_loss: 0.0311538 | Time: 5338.01 ms [2022-03-24 02:20:13 main:574] : INFO : Epoch 2029 | loss: 0.0311373 | val_loss: 0.0311558 | Time: 5313.42 ms [2022-03-24 02:20:18 main:574] : INFO : Epoch 2030 | loss: 0.0311387 | val_loss: 0.0311531 | Time: 5318.24 ms [2022-03-24 02:20:23 main:574] : INFO : Epoch 2031 | loss: 0.0311387 | val_loss: 0.0311608 | Time: 5322.06 ms [2022-03-24 02:20:28 main:574] : INFO : Epoch 2032 | loss: 0.0311416 | val_loss: 0.0311545 | Time: 5315.74 ms [2022-03-24 02:20:34 main:574] : INFO : Epoch 2033 | loss: 0.0311369 | val_loss: 0.0311545 | Time: 5320.84 ms [2022-03-24 02:20:39 main:574] : INFO : Epoch 2034 | loss: 0.0311369 | val_loss: 0.0311528 | Time: 5342.88 ms [2022-03-24 02:20:44 main:574] : INFO : Epoch 2035 | loss: 0.0311362 | val_loss: 0.0311536 | Time: 5320.36 ms [2022-03-24 02:20:50 main:574] : INFO : Epoch 2036 | loss: 0.0311391 | val_loss: 0.0311611 | Time: 5324.34 ms [2022-03-24 02:20:55 main:574] : INFO : Epoch 2037 | loss: 0.0311383 | val_loss: 0.0311557 | Time: 5319.73 ms [2022-03-24 02:21:00 main:574] : INFO : Epoch 2038 | loss: 0.0311412 | val_loss: 0.0311617 | Time: 5332.49 ms [2022-03-24 02:21:06 main:574] : INFO : Epoch 2039 | loss: 0.0311503 | val_loss: 0.0311595 | Time: 5327.4 ms [2022-03-24 02:21:11 main:574] : INFO : Epoch 2040 | loss: 0.0311484 | val_loss: 0.0311603 | Time: 5317.18 ms [2022-03-24 02:21:16 main:574] : INFO : Epoch 2041 | loss: 0.0311442 | val_loss: 0.0311527 | Time: 5314.26 ms [2022-03-24 02:21:22 main:574] : INFO : Epoch 2042 | loss: 0.0311414 | val_loss: 0.0311583 | Time: 5311.32 ms [2022-03-24 02:21:27 main:574] : INFO : Epoch 2043 | loss: 0.0311441 | val_loss: 0.0311647 | Time: 5318.13 ms [2022-03-24 02:21:32 main:574] : INFO : Epoch 2044 | loss: 0.0311457 | val_loss: 0.0311542 | Time: 5323.9 ms [2022-03-24 02:21:38 main:574] : INFO : Epoch 2045 | loss: 0.0311396 | val_loss: 0.0311544 | Time: 5329.61 ms [2022-03-24 02:21:43 main:574] : INFO : Epoch 2046 | loss: 0.0311392 | val_loss: 0.0311533 | Time: 5322.41 ms [2022-03-24 02:21:48 main:574] : INFO : Epoch 2047 | loss: 0.0311415 | val_loss: 0.0311589 | Time: 5328.78 ms [2022-03-24 02:21:54 main:574] : INFO : Epoch 2048 | loss: 0.0311437 | val_loss: 0.0311564 | Time: 5323.85 ms [2022-03-24 02:21:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311564 [2022-03-24 02:21:54 main:603] : INFO : Saving end state to config to file [2022-03-24 02:21:54 main:608] : INFO : Success, exiting.. 02:21:54 (2708): 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)