Task 14550799
| Name | ParityModified-1647041874-1683-3-0_0 |
| Workunit | 11575632 |
| Created | 8 Apr 2022, 15:52:38 UTC |
| Sent | 10 Apr 2022, 14:36:57 UTC |
| Report deadline | 18 Apr 2022, 14:36:57 UTC |
| Received | 10 Apr 2022, 21:53:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 5 sec |
| CPU time | 2 hours 59 min 12 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> ain:574] : INFO : Epoch 1542 | loss: 0.0311423 | val_loss: 0.0311602 | Time: 5322.8 ms [2022-04-10 23:07:28 main:574] : INFO : Epoch 1543 | loss: 0.0311432 | val_loss: 0.0311572 | Time: 5326.19 ms [2022-04-10 23:07:34 main:574] : INFO : Epoch 1544 | loss: 0.0311401 | val_loss: 0.0311549 | Time: 5327.74 ms [2022-04-10 23:07:39 main:574] : INFO : Epoch 1545 | loss: 0.0311391 | val_loss: 0.0311537 | Time: 5325.96 ms [2022-04-10 23:07:44 main:574] : INFO : Epoch 1546 | loss: 0.0311386 | val_loss: 0.0311548 | Time: 5329.22 ms [2022-04-10 23:07:50 main:574] : INFO : Epoch 1547 | loss: 0.0311402 | val_loss: 0.0311581 | Time: 5330.65 ms [2022-04-10 23:07:55 main:574] : INFO : Epoch 1548 | loss: 0.0311403 | val_loss: 0.0311575 | Time: 5326.91 ms [2022-04-10 23:08:00 main:574] : INFO : Epoch 1549 | loss: 0.0311389 | val_loss: 0.0311595 | Time: 5326.02 ms [2022-04-10 23:08:06 main:574] : INFO : Epoch 1550 | loss: 0.0311411 | val_loss: 0.0311639 | Time: 5328.04 ms [2022-04-10 23:08:11 main:574] : INFO : Epoch 1551 | loss: 0.0311412 | val_loss: 0.0311544 | Time: 5327.22 ms [2022-04-10 23:08:16 main:574] : INFO : Epoch 1552 | loss: 0.0311421 | val_loss: 0.0311565 | Time: 5327.21 ms [2022-04-10 23:08:22 main:574] : INFO : Epoch 1553 | loss: 0.0311405 | val_loss: 0.0311546 | Time: 5333.59 ms [2022-04-10 23:08:27 main:574] : INFO : Epoch 1554 | loss: 0.03114 | val_loss: 0.0311552 | Time: 5331.23 ms [2022-04-10 23:08:32 main:574] : INFO : Epoch 1555 | loss: 0.0311411 | val_loss: 0.0311553 | Time: 5324.46 ms [2022-04-10 23:08:38 main:574] : INFO : Epoch 1556 | loss: 0.0311427 | val_loss: 0.0311567 | Time: 5325.09 ms [2022-04-10 23:08:43 main:574] : INFO : Epoch 1557 | loss: 0.0311406 | val_loss: 0.0311574 | Time: 5321.63 ms [2022-04-10 23:08:48 main:574] : INFO : Epoch 1558 | loss: 0.03114 | val_loss: 0.0311543 | Time: 5321.81 ms [2022-04-10 23:08:54 main:574] : INFO : Epoch 1559 | loss: 0.0311406 | val_loss: 0.0311548 | Time: 5328.62 ms [2022-04-10 23:08:59 main:574] : INFO : Epoch 1560 | loss: 0.0311406 | val_loss: 0.031154 | Time: 5315.31 ms [2022-04-10 23:09:04 main:574] : INFO : Epoch 1561 | loss: 0.0311394 | val_loss: 0.0311566 | Time: 5324.73 ms [2022-04-10 23:09:10 main:574] : INFO : Epoch 1562 | loss: 0.0311376 | val_loss: 0.0311545 | Time: 5320.89 ms [2022-04-10 23:09:15 main:574] : INFO : Epoch 1563 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 5323.27 ms [2022-04-10 23:09:20 main:574] : INFO : Epoch 1564 | loss: 0.0311416 | val_loss: 0.0311538 | Time: 5328.45 ms [2022-04-10 23:09:26 main:574] : INFO : Epoch 1565 | loss: 0.03114 | val_loss: 0.0311537 | Time: 5327.3 ms [2022-04-10 23:09:31 main:574] : INFO : Epoch 1566 | loss: 0.0311388 | val_loss: 0.03116 | Time: 5321.05 ms [2022-04-10 23:09:36 main:574] : INFO : Epoch 1567 | loss: 0.0311384 | val_loss: 0.0311546 | Time: 5321.99 ms [2022-04-10 23:09:42 main:574] : INFO : Epoch 1568 | loss: 0.0311373 | val_loss: 0.031154 | Time: 5329.68 ms [2022-04-10 23:09:47 main:574] : INFO : Epoch 1569 | loss: 0.031137 | val_loss: 0.0311553 | Time: 5332.47 ms [2022-04-10 23:09:52 main:574] : INFO : Epoch 1570 | loss: 0.0311379 | val_loss: 0.0311572 | Time: 5322.72 ms [2022-04-10 23:09:58 main:574] : INFO : Epoch 1571 | loss: 0.0311376 | val_loss: 0.0311552 | Time: 5330.59 ms [2022-04-10 23:10:03 main:574] : INFO : Epoch 1572 | loss: 0.0311387 | val_loss: 0.0311578 | Time: 5321.73 ms [2022-04-10 23:10:08 main:574] : INFO : Epoch 1573 | loss: 0.031139 | val_loss: 0.031157 | Time: 5326 ms [2022-04-10 23:10:14 main:574] : INFO : Epoch 1574 | loss: 0.0311469 | val_loss: 0.031169 | Time: 5332.57 ms [2022-04-10 23:10:19 main:574] : INFO : Epoch 1575 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 5327.65 ms [2022-04-10 23:10:24 main:574] : INFO : Epoch 1576 | loss: 0.0311545 | val_loss: 0.0311623 | Time: 5328.53 ms [2022-04-10 23:10:30 main:574] : INFO : Epoch 1577 | loss: 0.0311535 | val_loss: 0.0311604 | Time: 5324.36 ms [2022-04-10 23:10:35 main:574] : INFO : Epoch 1578 | loss: 0.0311556 | val_loss: 0.0311618 | Time: 5324.91 ms [2022-04-10 23:10:40 main:574] : INFO : Epoch 1579 | loss: 0.0311596 | val_loss: 0.0311622 | Time: 5318.85 ms [2022-04-10 23:10:45 main:574] : INFO : Epoch 1580 | loss: 0.031159 | val_loss: 0.0311598 | Time: 5324.13 ms [2022-04-10 23:10:51 main:574] : INFO : Epoch 1581 | loss: 0.0311535 | val_loss: 0.0311602 | Time: 5329.12 ms [2022-04-10 23:10:56 main:574] : INFO : Epoch 1582 | loss: 0.0311507 | val_loss: 0.0311576 | Time: 5326.53 ms [2022-04-10 23:11:01 main:574] : INFO : Epoch 1583 | loss: 0.0311517 | val_loss: 0.0311586 | Time: 5320.33 ms [2022-04-10 23:11:07 main:574] : INFO : Epoch 1584 | loss: 0.0311534 | val_loss: 0.0311568 | Time: 5315.56 ms [2022-04-10 23:11:12 main:574] : INFO : Epoch 1585 | loss: 0.0311519 | val_loss: 0.0311602 | Time: 5324.41 ms [2022-04-10 23:11:17 main:574] : INFO : Epoch 1586 | loss: 0.0311531 | val_loss: 0.0311581 | Time: 5316.62 ms [2022-04-10 23:11:23 main:574] : INFO : Epoch 1587 | loss: 0.0311506 | val_loss: 0.0311571 | Time: 5330.04 ms [2022-04-10 23:11:28 main:574] : INFO : Epoch 1588 | loss: 0.0311502 | val_loss: 0.0311561 | Time: 5340.25 ms [2022-04-10 23:11:33 main:574] : INFO : Epoch 1589 | loss: 0.0311483 | val_loss: 0.0311552 | Time: 5326.95 ms [2022-04-10 23:11:39 main:574] : INFO : Epoch 1590 | loss: 0.0311476 | val_loss: 0.0311544 | Time: 5327.82 ms [2022-04-10 23:11:44 main:574] : INFO : Epoch 1591 | loss: 0.0311472 | val_loss: 0.031156 | Time: 5323.35 ms [2022-04-10 23:11:49 main:574] : INFO : Epoch 1592 | loss: 0.0311466 | val_loss: 0.0311554 | Time: 5335.19 ms [2022-04-10 23:11:55 main:574] : INFO : Epoch 1593 | loss: 0.0311473 | val_loss: 0.0311584 | Time: 5326.16 ms [2022-04-10 23:12:00 main:574] : INFO : Epoch 1594 | loss: 0.0311498 | val_loss: 0.031155 | Time: 5329.67 ms [2022-04-10 23:12:05 main:574] : INFO : Epoch 1595 | loss: 0.0311506 | val_loss: 0.0311565 | Time: 5331.02 ms [2022-04-10 23:12:11 main:574] : INFO : Epoch 1596 | loss: 0.0311488 | val_loss: 0.0311544 | Time: 5335.24 ms [2022-04-10 23:12:16 main:574] : INFO : Epoch 1597 | loss: 0.0311464 | val_loss: 0.0311545 | Time: 5323.57 ms [2022-04-10 23:12:21 main:574] : INFO : Epoch 1598 | loss: 0.031146 | val_loss: 0.0311523 | Time: 5318.57 ms [2022-04-10 23:12:27 main:574] : INFO : Epoch 1599 | loss: 0.0311463 | val_loss: 0.0311551 | Time: 5326.18 ms [2022-04-10 23:12:32 main:574] : INFO : Epoch 1600 | loss: 0.0311455 | val_loss: 0.0311536 | Time: 5326.51 ms [2022-04-10 23:12:37 main:574] : INFO : Epoch 1601 | loss: 0.0311469 | val_loss: 0.0311533 | Time: 5323.6 ms [2022-04-10 23:12:43 main:574] : INFO : Epoch 1602 | loss: 0.0311453 | val_loss: 0.0311528 | Time: 5330.55 ms [2022-04-10 23:12:48 main:574] : INFO : Epoch 1603 | loss: 0.0311439 | val_loss: 0.031155 | Time: 5326.9 ms [2022-04-10 23:12:53 main:574] : INFO : Epoch 1604 | loss: 0.0311445 | val_loss: 0.0311541 | Time: 5326.86 ms [2022-04-10 23:12:59 main:574] : INFO : Epoch 1605 | loss: 0.031145 | val_loss: 0.0311534 | Time: 5322.15 ms [2022-04-10 23:13:04 main:574] : INFO : Epoch 1606 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 5321.25 ms [2022-04-10 23:13:09 main:574] : INFO : Epoch 1607 | loss: 0.0311463 | val_loss: 0.0311562 | Time: 5321.16 ms [2022-04-10 23:13:15 main:574] : INFO : Epoch 1608 | loss: 0.0311481 | val_loss: 0.0311569 | Time: 5328.27 ms [2022-04-10 23:13:20 main:574] : INFO : Epoch 1609 | loss: 0.0311469 | val_loss: 0.0311556 | Time: 5322.87 ms [2022-04-10 23:13:25 main:574] : INFO : Epoch 1610 | loss: 0.0311486 | val_loss: 0.0311565 | Time: 5325.24 ms [2022-04-10 23:13:31 main:574] : INFO : Epoch 1611 | loss: 0.0311478 | val_loss: 0.031163 | Time: 5326.08 ms [2022-04-10 23:13:36 main:574] : INFO : Epoch 1612 | loss: 0.0311466 | val_loss: 0.0311547 | Time: 5322.57 ms [2022-04-10 23:13:41 main:574] : INFO : Epoch 1613 | loss: 0.031145 | val_loss: 0.0311583 | Time: 5326.36 ms [2022-04-10 23:13:47 main:574] : INFO : Epoch 1614 | loss: 0.0311448 | val_loss: 0.0311532 | Time: 5325.1 ms [2022-04-10 23:13:52 main:574] : INFO : Epoch 1615 | loss: 0.0311454 | val_loss: 0.0311561 | Time: 5325.59 ms [2022-04-10 23:13:57 main:574] : INFO : Epoch 1616 | loss: 0.0311469 | val_loss: 0.0311585 | Time: 5328.88 ms [2022-04-10 23:14:03 main:574] : INFO : Epoch 1617 | loss: 0.0311499 | val_loss: 0.0311581 | Time: 5327.31 ms [2022-04-10 23:14:08 main:574] : INFO : Epoch 1618 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 5333.84 ms [2022-04-10 23:14:13 main:574] : INFO : Epoch 1619 | loss: 0.0311436 | val_loss: 0.0311545 | Time: 5326.16 ms [2022-04-10 23:14:19 main:574] : INFO : Epoch 1620 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 5328.08 ms [2022-04-10 23:14:24 main:574] : INFO : Epoch 1621 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 5326.88 ms [2022-04-10 23:14:29 main:574] : INFO : Epoch 1622 | loss: 0.0311519 | val_loss: 0.0311625 | Time: 5324.06 ms [2022-04-10 23:14:35 main:574] : INFO : Epoch 1623 | loss: 0.0311513 | val_loss: 0.0311654 | Time: 5332.28 ms [2022-04-10 23:14:40 main:574] : INFO : Epoch 1624 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 5328.9 ms [2022-04-10 23:14:45 main:574] : INFO : Epoch 1625 | loss: 0.031149 | val_loss: 0.0311616 | Time: 5324.9 ms [2022-04-10 23:14:51 main:574] : INFO : Epoch 1626 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 5328.57 ms [2022-04-10 23:14:56 main:574] : INFO : Epoch 1627 | loss: 0.0311513 | val_loss: 0.0311589 | Time: 5326.56 ms [2022-04-10 23:15:01 main:574] : INFO : Epoch 1628 | loss: 0.0311523 | val_loss: 0.0311576 | Time: 5321.09 ms [2022-04-10 23:15:07 main:574] : INFO : Epoch 1629 | loss: 0.0311505 | val_loss: 0.0311588 | Time: 5322.06 ms [2022-04-10 23:15:12 main:574] : INFO : Epoch 1630 | loss: 0.0311514 | val_loss: 0.0311589 | Time: 5330.93 ms [2022-04-10 23:15:17 main:574] : INFO : Epoch 1631 | loss: 0.0311492 | val_loss: 0.031157 | Time: 5322.42 ms [2022-04-10 23:15:23 main:574] : INFO : Epoch 1632 | loss: 0.0311464 | val_loss: 0.0311586 | Time: 5323.77 ms [2022-04-10 23:15:28 main:574] : INFO : Epoch 1633 | loss: 0.0311468 | val_loss: 0.0311607 | Time: 5326.69 ms [2022-04-10 23:15:33 main:574] : INFO : Epoch 1634 | loss: 0.0311476 | val_loss: 0.0311736 | Time: 5322.45 ms [2022-04-10 23:15:39 main:574] : INFO : Epoch 1635 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 5326.46 ms [2022-04-10 23:15:44 main:574] : INFO : Epoch 1636 | loss: 0.031148 | val_loss: 0.0311578 | Time: 5327.31 ms [2022-04-10 23:15:49 main:574] : INFO : Epoch 1637 | loss: 0.0311476 | val_loss: 0.0311593 | Time: 5329.88 ms [2022-04-10 23:15:55 main:574] : INFO : Epoch 1638 | loss: 0.031147 | val_loss: 0.0311572 | Time: 5325.22 ms [2022-04-10 23:16:00 main:574] : INFO : Epoch 1639 | loss: 0.0311462 | val_loss: 0.0311583 | Time: 5328.62 ms [2022-04-10 23:16:05 main:574] : INFO : Epoch 1640 | loss: 0.0311472 | val_loss: 0.0311602 | Time: 5327.55 ms [2022-04-10 23:16:11 main:574] : INFO : Epoch 1641 | loss: 0.031148 | val_loss: 0.0311605 | Time: 5326.49 ms [2022-04-10 23:16:16 main:574] : INFO : Epoch 1642 | loss: 0.031146 | val_loss: 0.0311611 | Time: 5325.48 ms [2022-04-10 23:16:21 main:574] : INFO : Epoch 1643 | loss: 0.0311463 | val_loss: 0.0311576 | Time: 5329.76 ms [2022-04-10 23:16:27 main:574] : INFO : Epoch 1644 | loss: 0.0311447 | val_loss: 0.031158 | Time: 5328.18 ms [2022-04-10 23:16:32 main:574] : INFO : Epoch 1645 | loss: 0.0311454 | val_loss: 0.031159 | Time: 5324.86 ms [2022-04-10 23:16:37 main:574] : INFO : Epoch 1646 | loss: 0.0311446 | val_loss: 0.0311592 | Time: 5330.6 ms [2022-04-10 23:16:43 main:574] : INFO : Epoch 1647 | loss: 0.0311471 | val_loss: 0.0311597 | Time: 5326.91 ms [2022-04-10 23:16:48 main:574] : INFO : Epoch 1648 | loss: 0.031147 | val_loss: 0.0311577 | Time: 5325.29 ms [2022-04-10 23:16:53 main:574] : INFO : Epoch 1649 | loss: 0.0311468 | val_loss: 0.0311591 | Time: 5323.98 ms [2022-04-10 23:16:59 main:574] : INFO : Epoch 1650 | loss: 0.0311486 | val_loss: 0.0311615 | Time: 5324.58 ms [2022-04-10 23:17:04 main:574] : INFO : Epoch 1651 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 5331.09 ms [2022-04-10 23:17:09 main:574] : INFO : Epoch 1652 | loss: 0.0311513 | val_loss: 0.0311587 | Time: 5328.44 ms [2022-04-10 23:17:15 main:574] : INFO : Epoch 1653 | loss: 0.0311491 | val_loss: 0.0311567 | Time: 5325.63 ms [2022-04-10 23:17:20 main:574] : INFO : Epoch 1654 | loss: 0.0311591 | val_loss: 0.0311718 | Time: 5316.59 ms [2022-04-10 23:17:25 main:574] : INFO : Epoch 1655 | loss: 0.0311643 | val_loss: 0.0311666 | Time: 5321.22 ms [2022-04-10 23:17:31 main:574] : INFO : Epoch 1656 | loss: 0.0311609 | val_loss: 0.0311633 | Time: 5367.3 ms [2022-04-10 23:17:36 main:574] : INFO : Epoch 1657 | loss: 0.031162 | val_loss: 0.0311648 | Time: 5316.3 ms [2022-04-10 23:17:41 main:574] : INFO : Epoch 1658 | loss: 0.0311627 | val_loss: 0.0311655 | Time: 5330.15 ms [2022-04-10 23:17:47 main:574] : INFO : Epoch 1659 | loss: 0.0311594 | val_loss: 0.0311672 | Time: 5322.78 ms [2022-04-10 23:17:52 main:574] : INFO : Epoch 1660 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 5320.89 ms [2022-04-10 23:17:57 main:574] : INFO : Epoch 1661 | loss: 0.0311518 | val_loss: 0.0311585 | Time: 5324.42 ms [2022-04-10 23:18:03 main:574] : INFO : Epoch 1662 | loss: 0.0311505 | val_loss: 0.0311598 | Time: 5323.82 ms [2022-04-10 23:18:08 main:574] : INFO : Epoch 1663 | loss: 0.0311501 | val_loss: 0.0311637 | Time: 5322.52 ms [2022-04-10 23:18:13 main:574] : INFO : Epoch 1664 | loss: 0.0311486 | val_loss: 0.0311587 | Time: 5324.82 ms [2022-04-10 23:18:19 main:574] : INFO : Epoch 1665 | loss: 0.0311486 | val_loss: 0.0311599 | Time: 5330.36 ms [2022-04-10 23:18:24 main:574] : INFO : Epoch 1666 | loss: 0.031155 | val_loss: 0.0311614 | Time: 5325.58 ms [2022-04-10 23:18:29 main:574] : INFO : Epoch 1667 | loss: 0.0311555 | val_loss: 0.0311617 | Time: 5326.42 ms [2022-04-10 23:18:35 main:574] : INFO : Epoch 1668 | loss: 0.0311526 | val_loss: 0.0311592 | Time: 5319.62 ms [2022-04-10 23:18:40 main:574] : INFO : Epoch 1669 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 5324.56 ms [2022-04-10 23:18:45 main:574] : INFO : Epoch 1670 | loss: 0.0311496 | val_loss: 0.0311585 | Time: 5324.01 ms [2022-04-10 23:18:51 main:574] : INFO : Epoch 1671 | loss: 0.0311494 | val_loss: 0.0311639 | Time: 5326.93 ms [2022-04-10 23:18:56 main:574] : INFO : Epoch 1672 | loss: 0.0311486 | val_loss: 0.0311559 | Time: 5327.41 ms [2022-04-10 23:19:01 main:574] : INFO : Epoch 1673 | loss: 0.0311493 | val_loss: 0.0311594 | Time: 5326.52 ms [2022-04-10 23:19:07 main:574] : INFO : Epoch 1674 | loss: 0.0311498 | val_loss: 0.0311589 | Time: 5321.69 ms [2022-04-10 23:19:12 main:574] : INFO : Epoch 1675 | loss: 0.0311476 | val_loss: 0.0311562 | Time: 5321.19 ms [2022-04-10 23:19:17 main:574] : INFO : Epoch 1676 | loss: 0.0311475 | val_loss: 0.0311564 | Time: 5324.52 ms [2022-04-10 23:19:23 main:574] : INFO : Epoch 1677 | loss: 0.031148 | val_loss: 0.0311583 | Time: 5325.89 ms [2022-04-10 23:19:28 main:574] : INFO : Epoch 1678 | loss: 0.031149 | val_loss: 0.0311572 | Time: 5329.42 ms [2022-04-10 23:19:33 main:574] : INFO : Epoch 1679 | loss: 0.0311498 | val_loss: 0.0311582 | Time: 5330.65 ms [2022-04-10 23:19:39 main:574] : INFO : Epoch 1680 | loss: 0.0311496 | val_loss: 0.0311569 | Time: 5326.59 ms [2022-04-10 23:19:44 main:574] : INFO : Epoch 1681 | loss: 0.0311527 | val_loss: 0.0311567 | Time: 5321.9 ms [2022-04-10 23:19:49 main:574] : INFO : Epoch 1682 | loss: 0.0311512 | val_loss: 0.0311592 | Time: 5321.62 ms [2022-04-10 23:19:55 main:574] : INFO : Epoch 1683 | loss: 0.0311483 | val_loss: 0.031157 | Time: 5330.59 ms [2022-04-10 23:20:00 main:574] : INFO : Epoch 1684 | loss: 0.0311471 | val_loss: 0.0311567 | Time: 5320.59 ms [2022-04-10 23:20:05 main:574] : INFO : Epoch 1685 | loss: 0.0311483 | val_loss: 0.0311544 | Time: 5326.78 ms [2022-04-10 23:20:11 main:574] : INFO : Epoch 1686 | loss: 0.0311487 | val_loss: 0.0311554 | Time: 5330.88 ms [2022-04-10 23:20:16 main:574] : INFO : Epoch 1687 | loss: 0.0311475 | val_loss: 0.0311541 | Time: 5325.72 ms [2022-04-10 23:20:21 main:574] : INFO : Epoch 1688 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 5323.19 ms [2022-04-10 23:20:27 main:574] : INFO : Epoch 1689 | loss: 0.031151 | val_loss: 0.0311575 | Time: 5322.02 ms [2022-04-10 23:20:32 main:574] : INFO : Epoch 1690 | loss: 0.0311521 | val_loss: 0.0311587 | Time: 5324.59 ms [2022-04-10 23:20:37 main:574] : INFO : Epoch 1691 | loss: 0.0311538 | val_loss: 0.0311597 | Time: 5321.7 ms [2022-04-10 23:20:42 main:574] : INFO : Epoch 1692 | loss: 0.0311529 | val_loss: 0.0311611 | Time: 5320.8 ms [2022-04-10 23:20:48 main:574] : INFO : Epoch 1693 | loss: 0.0311541 | val_loss: 0.0311586 | Time: 5333.35 ms [2022-04-10 23:20:53 main:574] : INFO : Epoch 1694 | loss: 0.0311524 | val_loss: 0.0311587 | Time: 5329.9 ms [2022-04-10 23:20:58 main:574] : INFO : Epoch 1695 | loss: 0.0311521 | val_loss: 0.0311593 | Time: 5323.85 ms [2022-04-10 23:21:04 main:574] : INFO : Epoch 1696 | loss: 0.0311535 | val_loss: 0.0311599 | Time: 5328.73 ms [2022-04-10 23:21:09 main:574] : INFO : Epoch 1697 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 5330.62 ms [2022-04-10 23:21:14 main:574] : INFO : Epoch 1698 | loss: 0.031154 | val_loss: 0.031157 | Time: 5325.06 ms [2022-04-10 23:21:20 main:574] : INFO : Epoch 1699 | loss: 0.0311528 | val_loss: 0.0311551 | Time: 5322.88 ms [2022-04-10 23:21:25 main:574] : INFO : Epoch 1700 | loss: 0.0311493 | val_loss: 0.0311568 | Time: 5327.48 ms [2022-04-10 23:21:31 main:574] : INFO : Epoch 1701 | loss: 0.0311499 | val_loss: 0.0311552 | Time: 5320.48 ms [2022-04-10 23:21:36 main:574] : INFO : Epoch 1702 | loss: 0.031149 | val_loss: 0.0311549 | Time: 5320.65 ms [2022-04-10 23:21:41 main:574] : INFO : Epoch 1703 | loss: 0.031148 | val_loss: 0.0311569 | Time: 5320.83 ms [2022-04-10 23:21:47 main:574] : INFO : Epoch 1704 | loss: 0.0311487 | val_loss: 0.0311549 | Time: 5471.57 ms [2022-04-10 23:21:52 main:574] : INFO : Epoch 1705 | loss: 0.0311465 | val_loss: 0.031155 | Time: 5320.85 ms [2022-04-10 23:21:57 main:574] : INFO : Epoch 1706 | loss: 0.0311466 | val_loss: 0.0311571 | Time: 5329.45 ms [2022-04-10 23:22:03 main:574] : INFO : Epoch 1707 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 5325.5 ms [2022-04-10 23:22:08 main:574] : INFO : Epoch 1708 | loss: 0.0311477 | val_loss: 0.0311554 | Time: 5329.53 ms [2022-04-10 23:22:13 main:574] : INFO : Epoch 1709 | loss: 0.0311508 | val_loss: 0.0311677 | Time: 5324.18 ms [2022-04-10 23:22:19 main:574] : INFO : Epoch 1710 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 5322.06 ms [2022-04-10 23:22:24 main:574] : INFO : Epoch 1711 | loss: 0.0311501 | val_loss: 0.0311531 | Time: 5327.94 ms [2022-04-10 23:22:29 main:574] : INFO : Epoch 1712 | loss: 0.0311461 | val_loss: 0.0311535 | Time: 5325.2 ms [2022-04-10 23:22:35 main:574] : INFO : Epoch 1713 | loss: 0.0311465 | val_loss: 0.0311543 | Time: 5327.36 ms [2022-04-10 23:22:40 main:574] : INFO : Epoch 1714 | loss: 0.0311454 | val_loss: 0.0311535 | Time: 5325.47 ms [2022-04-10 23:22:45 main:574] : INFO : Epoch 1715 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 5325.67 ms [2022-04-10 23:22:51 main:574] : INFO : Epoch 1716 | loss: 0.0311467 | val_loss: 0.031156 | Time: 5325.09 ms [2022-04-10 23:22:56 main:574] : INFO : Epoch 1717 | loss: 0.0311483 | val_loss: 0.0311556 | Time: 5327.41 ms [2022-04-10 23:23:01 main:574] : INFO : Epoch 1718 | loss: 0.0311449 | val_loss: 0.0311541 | Time: 5325.17 ms [2022-04-10 23:23:07 main:574] : INFO : Epoch 1719 | loss: 0.0311443 | val_loss: 0.0311539 | Time: 5325.74 ms [2022-04-10 23:23:12 main:574] : INFO : Epoch 1720 | loss: 0.0311439 | val_loss: 0.0311533 | Time: 5327.14 ms [2022-04-10 23:23:17 main:574] : INFO : Epoch 1721 | loss: 0.0311444 | val_loss: 0.0311543 | Time: 5333.52 ms [2022-04-10 23:23:23 main:574] : INFO : Epoch 1722 | loss: 0.0311453 | val_loss: 0.0311541 | Time: 5329.55 ms [2022-04-10 23:23:28 main:574] : INFO : Epoch 1723 | loss: 0.0311448 | val_loss: 0.0311588 | Time: 5328.08 ms [2022-04-10 23:23:33 main:574] : INFO : Epoch 1724 | loss: 0.0311424 | val_loss: 0.0311521 | Time: 5319.32 ms [2022-04-10 23:23:39 main:574] : INFO : Epoch 1725 | loss: 0.0311428 | val_loss: 0.0311583 | Time: 5324.12 ms [2022-04-10 23:23:44 main:574] : INFO : Epoch 1726 | loss: 0.031143 | val_loss: 0.0311552 | Time: 5324.51 ms [2022-04-10 23:23:49 main:574] : INFO : Epoch 1727 | loss: 0.0311434 | val_loss: 0.0311544 | Time: 5326.18 ms [2022-04-10 23:23:55 main:574] : INFO : Epoch 1728 | loss: 0.0311434 | val_loss: 0.0311532 | Time: 5333.06 ms [2022-04-10 23:24:00 main:574] : INFO : Epoch 1729 | loss: 0.0311452 | val_loss: 0.0311573 | Time: 5328.19 ms [2022-04-10 23:24:05 main:574] : INFO : Epoch 1730 | loss: 0.0311448 | val_loss: 0.0311532 | Time: 5324.69 ms [2022-04-10 23:24:11 main:574] : INFO : Epoch 1731 | loss: 0.0311433 | val_loss: 0.0311579 | Time: 5324.79 ms [2022-04-10 23:24:16 main:574] : INFO : Epoch 1732 | loss: 0.0311462 | val_loss: 0.0311553 | Time: 5325.28 ms [2022-04-10 23:24:21 main:574] : INFO : Epoch 1733 | loss: 0.0311426 | val_loss: 0.0311538 | Time: 5331.3 ms [2022-04-10 23:24:27 main:574] : INFO : Epoch 1734 | loss: 0.0311421 | val_loss: 0.0311534 | Time: 5326.16 ms [2022-04-10 23:24:32 main:574] : INFO : Epoch 1735 | loss: 0.0311409 | val_loss: 0.0311533 | Time: 5333.31 ms [2022-04-10 23:24:37 main:574] : INFO : Epoch 1736 | loss: 0.0311413 | val_loss: 0.031152 | Time: 5325.76 ms [2022-04-10 23:24:43 main:574] : INFO : Epoch 1737 | loss: 0.0311423 | val_loss: 0.0311535 | Time: 5324.21 ms [2022-04-10 23:24:48 main:574] : INFO : Epoch 1738 | loss: 0.0311432 | val_loss: 0.0311568 | Time: 5321.37 ms [2022-04-10 23:24:53 main:574] : INFO : Epoch 1739 | loss: 0.0311446 | val_loss: 0.0311537 | Time: 5324.67 ms [2022-04-10 23:24:59 main:574] : INFO : Epoch 1740 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 5324.9 ms [2022-04-10 23:25:04 main:574] : INFO : Epoch 1741 | loss: 0.031144 | val_loss: 0.0311554 | Time: 5325.97 ms [2022-04-10 23:25:09 main:574] : INFO : Epoch 1742 | loss: 0.0311436 | val_loss: 0.0311546 | Time: 5327.02 ms [2022-04-10 23:25:15 main:574] : INFO : Epoch 1743 | loss: 0.0311439 | val_loss: 0.0311548 | Time: 5329.83 ms [2022-04-10 23:25:20 main:574] : INFO : Epoch 1744 | loss: 0.0311462 | val_loss: 0.0311562 | Time: 5328.08 ms [2022-04-10 23:25:25 main:574] : INFO : Epoch 1745 | loss: 0.0311455 | val_loss: 0.031155 | Time: 5326.31 ms [2022-04-10 23:25:31 main:574] : INFO : Epoch 1746 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 5322.95 ms [2022-04-10 23:25:36 main:574] : INFO : Epoch 1747 | loss: 0.031143 | val_loss: 0.0311535 | Time: 5325.06 ms [2022-04-10 23:25:41 main:574] : INFO : Epoch 1748 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 5325.78 ms [2022-04-10 23:25:47 main:574] : INFO : Epoch 1749 | loss: 0.0311448 | val_loss: 0.0311549 | Time: 5331.7 ms [2022-04-10 23:25:52 main:574] : INFO : Epoch 1750 | loss: 0.0311425 | val_loss: 0.0311537 | Time: 5328.11 ms [2022-04-10 23:25:57 main:574] : INFO : Epoch 1751 | loss: 0.0311426 | val_loss: 0.0311537 | Time: 5325.94 ms [2022-04-10 23:26:03 main:574] : INFO : Epoch 1752 | loss: 0.0311412 | val_loss: 0.0311557 | Time: 5321.04 ms [2022-04-10 23:26:08 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.0311682 | Time: 5306.1 ms [2022-04-10 23:26:13 main:574] : INFO : Epoch 1754 | loss: 0.0311507 | val_loss: 0.0311587 | Time: 5324.8 ms [2022-04-10 23:26:18 main:574] : INFO : Epoch 1755 | loss: 0.0311495 | val_loss: 0.0311593 | Time: 5329.24 ms [2022-04-10 23:26:24 main:574] : INFO : Epoch 1756 | loss: 0.0311493 | val_loss: 0.0311585 | Time: 5329.53 ms [2022-04-10 23:26:29 main:574] : INFO : Epoch 1757 | loss: 0.0311486 | val_loss: 0.031158 | Time: 5323.83 ms [2022-04-10 23:26:34 main:574] : INFO : Epoch 1758 | loss: 0.0311482 | val_loss: 0.0311603 | Time: 5327.57 ms [2022-04-10 23:26:40 main:574] : INFO : Epoch 1759 | loss: 0.031148 | val_loss: 0.031162 | Time: 5331.19 ms [2022-04-10 23:26:45 main:574] : INFO : Epoch 1760 | loss: 0.031148 | val_loss: 0.0311605 | Time: 5324.76 ms [2022-04-10 23:26:50 main:574] : INFO : Epoch 1761 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 5325.94 ms [2022-04-10 23:26:56 main:574] : INFO : Epoch 1762 | loss: 0.0311467 | val_loss: 0.0311597 | Time: 5318.58 ms [2022-04-10 23:27:01 main:574] : INFO : Epoch 1763 | loss: 0.0311461 | val_loss: 0.0311591 | Time: 5330.45 ms [2022-04-10 23:27:06 main:574] : INFO : Epoch 1764 | loss: 0.0311471 | val_loss: 0.0311597 | Time: 5322.23 ms [2022-04-10 23:27:12 main:574] : INFO : Epoch 1765 | loss: 0.0311471 | val_loss: 0.0311601 | Time: 5331.45 ms [2022-04-10 23:27:17 main:574] : INFO : Epoch 1766 | loss: 0.0311478 | val_loss: 0.0311593 | Time: 5327.69 ms [2022-04-10 23:27:22 main:574] : INFO : Epoch 1767 | loss: 0.031147 | val_loss: 0.0311603 | Time: 5324.77 ms [2022-04-10 23:27:28 main:574] : INFO : Epoch 1768 | loss: 0.0311473 | val_loss: 0.0311596 | Time: 5325.46 ms [2022-04-10 23:27:33 main:574] : INFO : Epoch 1769 | loss: 0.0311467 | val_loss: 0.0311593 | Time: 5326.44 ms [2022-04-10 23:27:38 main:574] : INFO : Epoch 1770 | loss: 0.0311467 | val_loss: 0.0311607 | Time: 5330.24 ms [2022-04-10 23:27:44 main:574] : INFO : Epoch 1771 | loss: 0.0311501 | val_loss: 0.0311659 | Time: 5325.58 ms [2022-04-10 23:27:49 main:574] : INFO : Epoch 1772 | loss: 0.0311529 | val_loss: 0.0311609 | Time: 5325.49 ms [2022-04-10 23:27:54 main:574] : INFO : Epoch 1773 | loss: 0.031147 | val_loss: 0.0311579 | Time: 5331.79 ms [2022-04-10 23:28:00 main:574] : INFO : Epoch 1774 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 5326.34 ms [2022-04-10 23:28:05 main:574] : INFO : Epoch 1775 | loss: 0.0311483 | val_loss: 0.0311573 | Time: 5327.29 ms [2022-04-10 23:28:10 main:574] : INFO : Epoch 1776 | loss: 0.0311454 | val_loss: 0.0311578 | Time: 5325.56 ms [2022-04-10 23:28:16 main:574] : INFO : Epoch 1777 | loss: 0.0311478 | val_loss: 0.0311579 | Time: 5336.76 ms [2022-04-10 23:28:21 main:574] : INFO : Epoch 1778 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 5327.57 ms [2022-04-10 23:28:26 main:574] : INFO : Epoch 1779 | loss: 0.0311463 | val_loss: 0.0311578 | Time: 5332.94 ms [2022-04-10 23:28:32 main:574] : INFO : Epoch 1780 | loss: 0.0311451 | val_loss: 0.0311609 | Time: 5327.51 ms [2022-04-10 23:28:37 main:574] : INFO : Epoch 1781 | loss: 0.0311469 | val_loss: 0.0311581 | Time: 5324.53 ms [2022-04-10 23:28:42 main:574] : INFO : Epoch 1782 | loss: 0.0311479 | val_loss: 0.0311619 | Time: 5324.11 ms [2022-04-10 23:28:48 main:574] : INFO : Epoch 1783 | loss: 0.0311467 | val_loss: 0.031159 | Time: 5327.38 ms [2022-04-10 23:28:53 main:574] : INFO : Epoch 1784 | loss: 0.0311478 | val_loss: 0.0311624 | Time: 5334.71 ms [2022-04-10 23:28:58 main:574] : INFO : Epoch 1785 | loss: 0.0311504 | val_loss: 0.0311631 | Time: 5327.13 ms [2022-04-10 23:29:04 main:574] : INFO : Epoch 1786 | loss: 0.0311489 | val_loss: 0.0311627 | Time: 5322.64 ms [2022-04-10 23:29:09 main:574] : INFO : Epoch 1787 | loss: 0.0311457 | val_loss: 0.0311587 | Time: 5324.02 ms [2022-04-10 23:29:14 main:574] : INFO : Epoch 1788 | loss: 0.0311449 | val_loss: 0.0311615 | Time: 5330.16 ms [2022-04-10 23:29:20 main:574] : INFO : Epoch 1789 | loss: 0.0311449 | val_loss: 0.0311604 | Time: 5323.7 ms [2022-04-10 23:29:25 main:574] : INFO : Epoch 1790 | loss: 0.0311484 | val_loss: 0.0311622 | Time: 5326.03 ms [2022-04-10 23:29:30 main:574] : INFO : Epoch 1791 | loss: 0.0311504 | val_loss: 0.0311676 | Time: 5322.41 ms [2022-04-10 23:29:36 main:574] : INFO : Epoch 1792 | loss: 0.0311505 | val_loss: 0.0311615 | Time: 5336.05 ms [2022-04-10 23:29:41 main:574] : INFO : Epoch 1793 | loss: 0.0311489 | val_loss: 0.031161 | Time: 5327.34 ms [2022-04-10 23:29:46 main:574] : INFO : Epoch 1794 | loss: 0.0311474 | val_loss: 0.0311622 | Time: 5325.23 ms [2022-04-10 23:29:52 main:574] : INFO : Epoch 1795 | loss: 0.0311474 | val_loss: 0.0311611 | Time: 5324.86 ms [2022-04-10 23:29:57 main:574] : INFO : Epoch 1796 | loss: 0.0311479 | val_loss: 0.0311634 | Time: 5332.97 ms [2022-04-10 23:30:02 main:574] : INFO : Epoch 1797 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 5323.66 ms [2022-04-10 23:30:08 main:574] : INFO : Epoch 1798 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 5325.31 ms [2022-04-10 23:30:13 main:574] : INFO : Epoch 1799 | loss: 0.0311473 | val_loss: 0.0311603 | Time: 5322.89 ms [2022-04-10 23:30:18 main:574] : INFO : Epoch 1800 | loss: 0.0311458 | val_loss: 0.0311609 | Time: 5321.87 ms [2022-04-10 23:30:24 main:574] : INFO : Epoch 1801 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 5321.77 ms [2022-04-10 23:30:29 main:574] : INFO : Epoch 1802 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 5321.45 ms [2022-04-10 23:30:34 main:574] : INFO : Epoch 1803 | loss: 0.0311462 | val_loss: 0.0311664 | Time: 5325.75 ms [2022-04-10 23:30:40 main:574] : INFO : Epoch 1804 | loss: 0.0311444 | val_loss: 0.0311586 | Time: 5318.09 ms [2022-04-10 23:30:45 main:574] : INFO : Epoch 1805 | loss: 0.0311436 | val_loss: 0.0311638 | Time: 5329.61 ms [2022-04-10 23:30:50 main:574] : INFO : Epoch 1806 | loss: 0.0311462 | val_loss: 0.0311625 | Time: 5325.98 ms [2022-04-10 23:30:56 main:574] : INFO : Epoch 1807 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 5325.07 ms [2022-04-10 23:31:01 main:574] : INFO : Epoch 1808 | loss: 0.0311433 | val_loss: 0.0311687 | Time: 5323.89 ms [2022-04-10 23:31:06 main:574] : INFO : Epoch 1809 | loss: 0.0311434 | val_loss: 0.0311571 | Time: 5323.71 ms [2022-04-10 23:31:12 main:574] : INFO : Epoch 1810 | loss: 0.0311414 | val_loss: 0.0311587 | Time: 5323.47 ms [2022-04-10 23:31:17 main:574] : INFO : Epoch 1811 | loss: 0.0311422 | val_loss: 0.0311599 | Time: 5329.74 ms [2022-04-10 23:31:22 main:574] : INFO : Epoch 1812 | loss: 0.0311414 | val_loss: 0.0311582 | Time: 5328.87 ms [2022-04-10 23:31:28 main:574] : INFO : Epoch 1813 | loss: 0.0311412 | val_loss: 0.0311565 | Time: 5333.13 ms [2022-04-10 23:31:33 main:574] : INFO : Epoch 1814 | loss: 0.0311412 | val_loss: 0.0311565 | Time: 5329.32 ms [2022-04-10 23:31:38 main:574] : INFO : Epoch 1815 | loss: 0.0311419 | val_loss: 0.0311592 | Time: 5325.16 ms [2022-04-10 23:31:44 main:574] : INFO : Epoch 1816 | loss: 0.0311435 | val_loss: 0.0311573 | Time: 5323.73 ms [2022-04-10 23:31:49 main:574] : INFO : Epoch 1817 | loss: 0.0311418 | val_loss: 0.0311593 | Time: 5326.35 ms [2022-04-10 23:31:54 main:574] : INFO : Epoch 1818 | loss: 0.0311423 | val_loss: 0.0311587 | Time: 5325.4 ms [2022-04-10 23:32:00 main:574] : INFO : Epoch 1819 | loss: 0.0311421 | val_loss: 0.0311574 | Time: 5336.27 ms [2022-04-10 23:32:05 main:574] : INFO : Epoch 1820 | loss: 0.0311428 | val_loss: 0.0311549 | Time: 5328.26 ms [2022-04-10 23:32:10 main:574] : INFO : Epoch 1821 | loss: 0.0311444 | val_loss: 0.03116 | Time: 5328.09 ms [2022-04-10 23:32:16 main:574] : INFO : Epoch 1822 | loss: 0.0311481 | val_loss: 0.0311608 | Time: 5324.47 ms [2022-04-10 23:32:21 main:574] : INFO : Epoch 1823 | loss: 0.0311479 | val_loss: 0.0311563 | Time: 5326.69 ms [2022-04-10 23:32:26 main:574] : INFO : Epoch 1824 | loss: 0.0311482 | val_loss: 0.0311566 | Time: 5326.45 ms [2022-04-10 23:32:32 main:574] : INFO : Epoch 1825 | loss: 0.0311503 | val_loss: 0.0311567 | Time: 5327.33 ms [2022-04-10 23:32:37 main:574] : INFO : Epoch 1826 | loss: 0.0311519 | val_loss: 0.0311627 | Time: 5331.11 ms [2022-04-10 23:32:42 main:574] : INFO : Epoch 1827 | loss: 0.0311577 | val_loss: 0.0311615 | Time: 5327.23 ms [2022-04-10 23:32:48 main:574] : INFO : Epoch 1828 | loss: 0.0311602 | val_loss: 0.0311617 | Time: 5330.1 ms [2022-04-10 23:32:53 main:574] : INFO : Epoch 1829 | loss: 0.0311607 | val_loss: 0.0311594 | Time: 5324.73 ms [2022-04-10 23:32:58 main:574] : INFO : Epoch 1830 | loss: 0.0311577 | val_loss: 0.0311591 | Time: 5323.33 ms [2022-04-10 23:33:04 main:574] : INFO : Epoch 1831 | loss: 0.0311552 | val_loss: 0.0311582 | Time: 5328.63 ms [2022-04-10 23:33:09 main:574] : INFO : Epoch 1832 | loss: 0.031154 | val_loss: 0.0311587 | Time: 5325.34 ms [2022-04-10 23:33:14 main:574] : INFO : Epoch 1833 | loss: 0.0311527 | val_loss: 0.0311599 | Time: 5323.94 ms [2022-04-10 23:33:20 main:574] : INFO : Epoch 1834 | loss: 0.0311525 | val_loss: 0.0311583 | Time: 5323.53 ms [2022-04-10 23:33:25 main:574] : INFO : Epoch 1835 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 5328.09 ms [2022-04-10 23:33:30 main:574] : INFO : Epoch 1836 | loss: 0.0311541 | val_loss: 0.0311604 | Time: 5330.12 ms [2022-04-10 23:33:36 main:574] : INFO : Epoch 1837 | loss: 0.0311524 | val_loss: 0.0311603 | Time: 5325.48 ms [2022-04-10 23:33:41 main:574] : INFO : Epoch 1838 | loss: 0.0311516 | val_loss: 0.0311582 | Time: 5321.01 ms [2022-04-10 23:33:46 main:574] : INFO : Epoch 1839 | loss: 0.0311523 | val_loss: 0.031165 | Time: 5327.23 ms [2022-04-10 23:33:52 main:574] : INFO : Epoch 1840 | loss: 0.0311527 | val_loss: 0.03116 | Time: 5330.19 ms [2022-04-10 23:33:57 main:574] : INFO : Epoch 1841 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 5324.3 ms [2022-04-10 23:34:02 main:574] : INFO : Epoch 1842 | loss: 0.03115 | val_loss: 0.0311596 | Time: 5327.67 ms [2022-04-10 23:34:08 main:574] : INFO : Epoch 1843 | loss: 0.0311491 | val_loss: 0.0311611 | Time: 5323.95 ms [2022-04-10 23:34:13 main:574] : INFO : Epoch 1844 | loss: 0.0311505 | val_loss: 0.0311624 | Time: 5324.17 ms [2022-04-10 23:34:18 main:574] : INFO : Epoch 1845 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 5322.94 ms [2022-04-10 23:34:24 main:574] : INFO : Epoch 1846 | loss: 0.0311493 | val_loss: 0.0311614 | Time: 5324.72 ms [2022-04-10 23:34:29 main:574] : INFO : Epoch 1847 | loss: 0.03115 | val_loss: 0.0311603 | Time: 5326.73 ms [2022-04-10 23:34:34 main:574] : INFO : Epoch 1848 | loss: 0.0311512 | val_loss: 0.031164 | Time: 5323.54 ms [2022-04-10 23:34:40 main:574] : INFO : Epoch 1849 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 5326.95 ms [2022-04-10 23:34:45 main:574] : INFO : Epoch 1850 | loss: 0.0311527 | val_loss: 0.0311585 | Time: 5329.02 ms [2022-04-10 23:34:50 main:574] : INFO : Epoch 1851 | loss: 0.0311512 | val_loss: 0.0311599 | Time: 5323.01 ms [2022-04-10 23:34:56 main:574] : INFO : Epoch 1852 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 5327.5 ms [2022-04-10 23:35:01 main:574] : INFO : Epoch 1853 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 5335.86 ms [2022-04-10 23:35:06 main:574] : INFO : Epoch 1854 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 5328.84 ms [2022-04-10 23:35:12 main:574] : INFO : Epoch 1855 | loss: 0.0311532 | val_loss: 0.0311588 | Time: 5326.69 ms [2022-04-10 23:35:17 main:574] : INFO : Epoch 1856 | loss: 0.0311539 | val_loss: 0.0311596 | Time: 5325.52 ms [2022-04-10 23:35:22 main:574] : INFO : Epoch 1857 | loss: 0.0311523 | val_loss: 0.031158 | Time: 5326.91 ms [2022-04-10 23:35:28 main:574] : INFO : Epoch 1858 | loss: 0.0311514 | val_loss: 0.0311585 | Time: 5328.54 ms [2022-04-10 23:35:33 main:574] : INFO : Epoch 1859 | loss: 0.0311517 | val_loss: 0.0311565 | Time: 5323.21 ms [2022-04-10 23:35:38 main:574] : INFO : Epoch 1860 | loss: 0.0311523 | val_loss: 0.0311557 | Time: 5327.62 ms [2022-04-10 23:35:44 main:574] : INFO : Epoch 1861 | loss: 0.0311498 | val_loss: 0.0311587 | Time: 5328.76 ms [2022-04-10 23:35:49 main:574] : INFO : Epoch 1862 | loss: 0.0311489 | val_loss: 0.0311556 | Time: 5328.91 ms [2022-04-10 23:35:54 main:574] : INFO : Epoch 1863 | loss: 0.0311485 | val_loss: 0.0311575 | Time: 5324.28 ms [2022-04-10 23:36:00 main:574] : INFO : Epoch 1864 | loss: 0.0311515 | val_loss: 0.0311549 | Time: 5321.44 ms [2022-04-10 23:36:05 main:574] : INFO : Epoch 1865 | loss: 0.0311498 | val_loss: 0.031154 | Time: 5331.4 ms [2022-04-10 23:36:10 main:574] : INFO : Epoch 1866 | loss: 0.0311491 | val_loss: 0.0311562 | Time: 5322.95 ms [2022-04-10 23:36:16 main:574] : INFO : Epoch 1867 | loss: 0.0311472 | val_loss: 0.0311583 | Time: 5324.3 ms [2022-04-10 23:36:21 main:574] : INFO : Epoch 1868 | loss: 0.0311488 | val_loss: 0.0311601 | Time: 5332.96 ms [2022-04-10 23:36:26 main:574] : INFO : Epoch 1869 | loss: 0.031148 | val_loss: 0.0311594 | Time: 5328.57 ms [2022-04-10 23:36:32 main:574] : INFO : Epoch 1870 | loss: 0.0311477 | val_loss: 0.0311585 | Time: 5322.16 ms [2022-04-10 23:36:37 main:574] : INFO : Epoch 1871 | loss: 0.0311502 | val_loss: 0.0311557 | Time: 5326.93 ms [2022-04-10 23:36:42 main:574] : INFO : Epoch 1872 | loss: 0.0311496 | val_loss: 0.031159 | Time: 5328 ms [2022-04-10 23:36:48 main:574] : INFO : Epoch 1873 | loss: 0.031148 | val_loss: 0.0311556 | Time: 5321.58 ms [2022-04-10 23:36:53 main:574] : INFO : Epoch 1874 | loss: 0.0311477 | val_loss: 0.031159 | Time: 5324.72 ms [2022-04-10 23:36:58 main:574] : INFO : Epoch 1875 | loss: 0.0311474 | val_loss: 0.0311565 | Time: 5339.92 ms [2022-04-10 23:37:04 main:574] : INFO : Epoch 1876 | loss: 0.0311486 | val_loss: 0.0311568 | Time: 5330.07 ms [2022-04-10 23:37:09 main:574] : INFO : Epoch 1877 | loss: 0.031147 | val_loss: 0.0311598 | Time: 5327.5 ms [2022-04-10 23:37:14 main:574] : INFO : Epoch 1878 | loss: 0.0311516 | val_loss: 0.0311578 | Time: 5323.46 ms [2022-04-10 23:37:20 main:574] : INFO : Epoch 1879 | loss: 0.0311498 | val_loss: 0.0311555 | Time: 5325.6 ms [2022-04-10 23:37:25 main:574] : INFO : Epoch 1880 | loss: 0.0311493 | val_loss: 0.0311562 | Time: 5325.49 ms [2022-04-10 23:37:30 main:574] : INFO : Epoch 1881 | loss: 0.0311494 | val_loss: 0.0311564 | Time: 5327.21 ms [2022-04-10 23:37:36 main:574] : INFO : Epoch 1882 | loss: 0.0311507 | val_loss: 0.031165 | Time: 5329.91 ms [2022-04-10 23:37:41 main:574] : INFO : Epoch 1883 | loss: 0.0311538 | val_loss: 0.0311604 | Time: 5330.11 ms [2022-04-10 23:37:46 main:574] : INFO : Epoch 1884 | loss: 0.0311512 | val_loss: 0.0311581 | Time: 5324.58 ms [2022-04-10 23:37:52 main:574] : INFO : Epoch 1885 | loss: 0.0311498 | val_loss: 0.0311589 | Time: 5329.26 ms [2022-04-10 23:37:57 main:574] : INFO : Epoch 1886 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 5327.78 ms [2022-04-10 23:38:02 main:574] : INFO : Epoch 1887 | loss: 0.031149 | val_loss: 0.0311603 | Time: 5320.87 ms [2022-04-10 23:38:08 main:574] : INFO : Epoch 1888 | loss: 0.0311495 | val_loss: 0.0311571 | Time: 5327.08 ms [2022-04-10 23:38:13 main:574] : INFO : Epoch 1889 | loss: 0.0311492 | val_loss: 0.0311571 | Time: 5341.15 ms [2022-04-10 23:38:18 main:574] : INFO : Epoch 1890 | loss: 0.031149 | val_loss: 0.0311613 | Time: 5333.73 ms [2022-04-10 23:38:24 main:574] : INFO : Epoch 1891 | loss: 0.0311503 | val_loss: 0.0311574 | Time: 5326.27 ms [2022-04-10 23:38:29 main:574] : INFO : Epoch 1892 | loss: 0.0311511 | val_loss: 0.0311572 | Time: 5324.28 ms [2022-04-10 23:38:34 main:574] : INFO : Epoch 1893 | loss: 0.0311523 | val_loss: 0.0311555 | Time: 5328.99 ms [2022-04-10 23:38:40 main:574] : INFO : Epoch 1894 | loss: 0.0311526 | val_loss: 0.0311587 | Time: 5323.71 ms [2022-04-10 23:38:45 main:574] : INFO : Epoch 1895 | loss: 0.0311562 | val_loss: 0.0311636 | Time: 5321.33 ms [2022-04-10 23:38:50 main:574] : INFO : Epoch 1896 | loss: 0.0311539 | val_loss: 0.0311579 | Time: 5329.82 ms [2022-04-10 23:38:56 main:574] : INFO : Epoch 1897 | loss: 0.0311532 | val_loss: 0.0311589 | Time: 5327.2 ms [2022-04-10 23:39:01 main:574] : INFO : Epoch 1898 | loss: 0.0311512 | val_loss: 0.0311584 | Time: 5321.52 ms [2022-04-10 23:39:06 main:574] : INFO : Epoch 1899 | loss: 0.0311509 | val_loss: 0.0311594 | Time: 5327.1 ms [2022-04-10 23:39:12 main:574] : INFO : Epoch 1900 | loss: 0.0311569 | val_loss: 0.0311735 | Time: 5324.64 ms [2022-04-10 23:39:17 main:574] : INFO : Epoch 1901 | loss: 0.031156 | val_loss: 0.0311589 | Time: 5322.73 ms [2022-04-10 23:39:22 main:574] : INFO : Epoch 1902 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 5326.98 ms [2022-04-10 23:39:28 main:574] : INFO : Epoch 1903 | loss: 0.0311574 | val_loss: 0.0311615 | Time: 5326.49 ms [2022-04-10 23:39:33 main:574] : INFO : Epoch 1904 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 5327.34 ms [2022-04-10 23:39:38 main:574] : INFO : Epoch 1905 | loss: 0.0311536 | val_loss: 0.0311564 | Time: 5318.74 ms [2022-04-10 23:39:44 main:574] : INFO : Epoch 1906 | loss: 0.0311515 | val_loss: 0.031158 | Time: 5322.7 ms [2022-04-10 23:39:49 main:574] : INFO : Epoch 1907 | loss: 0.0311511 | val_loss: 0.0311537 | Time: 5328.25 ms [2022-04-10 23:39:54 main:574] : INFO : Epoch 1908 | loss: 0.0311497 | val_loss: 0.0311537 | Time: 5324.47 ms [2022-04-10 23:39:59 main:574] : INFO : Epoch 1909 | loss: 0.0311481 | val_loss: 0.0311533 | Time: 5322.71 ms [2022-04-10 23:40:05 main:574] : INFO : Epoch 1910 | loss: 0.0311479 | val_loss: 0.0311537 | Time: 5327.53 ms [2022-04-10 23:40:10 main:574] : INFO : Epoch 1911 | loss: 0.0311487 | val_loss: 0.0311555 | Time: 5328.46 ms [2022-04-10 23:40:15 main:574] : INFO : Epoch 1912 | loss: 0.0311495 | val_loss: 0.0311628 | Time: 5317.04 ms [2022-04-10 23:40:21 main:574] : INFO : Epoch 1913 | loss: 0.0311523 | val_loss: 0.0311573 | Time: 5320.49 ms [2022-04-10 23:40:26 main:574] : INFO : Epoch 1914 | loss: 0.0311531 | val_loss: 0.0311575 | Time: 5326.14 ms [2022-04-10 23:40:31 main:574] : INFO : Epoch 1915 | loss: 0.0311483 | val_loss: 0.0311531 | Time: 5327.72 ms [2022-04-10 23:40:37 main:574] : INFO : Epoch 1916 | loss: 0.0311466 | val_loss: 0.0311575 | Time: 5324.98 ms [2022-04-10 23:40:42 main:574] : INFO : Epoch 1917 | loss: 0.0311475 | val_loss: 0.031154 | Time: 5332.25 ms [2022-04-10 23:40:47 main:574] : INFO : Epoch 1918 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 5330.16 ms [2022-04-10 23:40:53 main:574] : INFO : Epoch 1919 | loss: 0.0311507 | val_loss: 0.031159 | Time: 5322.53 ms [2022-04-10 23:40:58 main:574] : INFO : Epoch 1920 | loss: 0.0311476 | val_loss: 0.0311528 | Time: 5323.49 ms [2022-04-10 23:41:03 main:574] : INFO : Epoch 1921 | loss: 0.0311453 | val_loss: 0.0311541 | Time: 5322.34 ms [2022-04-10 23:41:09 main:574] : INFO : Epoch 1922 | loss: 0.0311459 | val_loss: 0.0311552 | Time: 5311.35 ms [2022-04-10 23:41:14 main:574] : INFO : Epoch 1923 | loss: 0.0311448 | val_loss: 0.0311541 | Time: 5326.24 ms [2022-04-10 23:41:19 main:574] : INFO : Epoch 1924 | loss: 0.0311449 | val_loss: 0.0311587 | Time: 5327.82 ms [2022-04-10 23:41:25 main:574] : INFO : Epoch 1925 | loss: 0.0311464 | val_loss: 0.0311575 | Time: 5329.9 ms [2022-04-10 23:41:30 main:574] : INFO : Epoch 1926 | loss: 0.0311468 | val_loss: 0.031159 | Time: 5322.14 ms [2022-04-10 23:41:35 main:574] : INFO : Epoch 1927 | loss: 0.0311478 | val_loss: 0.0311581 | Time: 5324.36 ms [2022-04-10 23:41:41 main:574] : INFO : Epoch 1928 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 5322.62 ms [2022-04-10 23:41:46 main:574] : INFO : Epoch 1929 | loss: 0.031145 | val_loss: 0.0311566 | Time: 5324.26 ms [2022-04-10 23:41:51 main:574] : INFO : Epoch 1930 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 5328.86 ms [2022-04-10 23:41:57 main:574] : INFO : Epoch 1931 | loss: 0.0311436 | val_loss: 0.0311578 | Time: 5328.6 ms [2022-04-10 23:42:02 main:574] : INFO : Epoch 1932 | loss: 0.0311438 | val_loss: 0.0311595 | Time: 5329.88 ms [2022-04-10 23:42:07 main:574] : INFO : Epoch 1933 | loss: 0.0311434 | val_loss: 0.0311609 | Time: 5329.74 ms [2022-04-10 23:42:13 main:574] : INFO : Epoch 1934 | loss: 0.0311448 | val_loss: 0.0311593 | Time: 5321.93 ms [2022-04-10 23:42:18 main:574] : INFO : Epoch 1935 | loss: 0.0311425 | val_loss: 0.0311597 | Time: 5321.43 ms [2022-04-10 23:42:23 main:574] : INFO : Epoch 1936 | loss: 0.0311434 | val_loss: 0.0311629 | Time: 5326.37 ms [2022-04-10 23:42:29 main:574] : INFO : Epoch 1937 | loss: 0.0311441 | val_loss: 0.0311596 | Time: 5326.19 ms [2022-04-10 23:42:34 main:574] : INFO : Epoch 1938 | loss: 0.031143 | val_loss: 0.0311553 | Time: 5331.27 ms [2022-04-10 23:42:39 main:574] : INFO : Epoch 1939 | loss: 0.0311444 | val_loss: 0.0311592 | Time: 5326.46 ms [2022-04-10 23:42:45 main:574] : INFO : Epoch 1940 | loss: 0.0311436 | val_loss: 0.0311592 | Time: 5322.95 ms [2022-04-10 23:42:50 main:574] : INFO : Epoch 1941 | loss: 0.0311458 | val_loss: 0.0311558 | Time: 5334.86 ms [2022-04-10 23:42:55 main:574] : INFO : Epoch 1942 | loss: 0.0311471 | val_loss: 0.0311554 | Time: 5385.45 ms [2022-04-10 23:43:01 main:574] : INFO : Epoch 1943 | loss: 0.0311474 | val_loss: 0.0311553 | Time: 5315.99 ms [2022-04-10 23:43:06 main:574] : INFO : Epoch 1944 | loss: 0.0311467 | val_loss: 0.0311537 | Time: 5327.41 ms [2022-04-10 23:43:11 main:574] : INFO : Epoch 1945 | loss: 0.0311476 | val_loss: 0.0311577 | Time: 5326.2 ms [2022-04-10 23:43:17 main:574] : INFO : Epoch 1946 | loss: 0.031147 | val_loss: 0.0311569 | Time: 5327.04 ms [2022-04-10 23:43:22 main:574] : INFO : Epoch 1947 | loss: 0.0311475 | val_loss: 0.0311616 | Time: 5324.97 ms [2022-04-10 23:43:27 main:574] : INFO : Epoch 1948 | loss: 0.0311491 | val_loss: 0.0311603 | Time: 5325.72 ms [2022-04-10 23:43:33 main:574] : INFO : Epoch 1949 | loss: 0.03115 | val_loss: 0.0311612 | Time: 5326.87 ms [2022-04-10 23:43:38 main:574] : INFO : Epoch 1950 | loss: 0.0311491 | val_loss: 0.0311574 | Time: 5321.39 ms [2022-04-10 23:43:43 main:574] : INFO : Epoch 1951 | loss: 0.031149 | val_loss: 0.0311577 | Time: 5324.57 ms [2022-04-10 23:43:49 main:574] : INFO : Epoch 1952 | loss: 0.031148 | val_loss: 0.0311613 | Time: 5326.86 ms [2022-04-10 23:43:54 main:574] : INFO : Epoch 1953 | loss: 0.0311507 | val_loss: 0.0311562 | Time: 5326.45 ms [2022-04-10 23:43:59 main:574] : INFO : Epoch 1954 | loss: 0.0311486 | val_loss: 0.0311592 | Time: 5332.31 ms [2022-04-10 23:44:05 main:574] : INFO : Epoch 1955 | loss: 0.0311473 | val_loss: 0.0311602 | Time: 5321.37 ms [2022-04-10 23:44:10 main:574] : INFO : Epoch 1956 | loss: 0.0311485 | val_loss: 0.0311616 | Time: 5328.46 ms [2022-04-10 23:44:15 main:574] : INFO : Epoch 1957 | loss: 0.0311486 | val_loss: 0.0311595 | Time: 5330.44 ms [2022-04-10 23:44:21 main:574] : INFO : Epoch 1958 | loss: 0.031149 | val_loss: 0.0311604 | Time: 5324.76 ms [2022-04-10 23:44:26 main:574] : INFO : Epoch 1959 | loss: 0.0311474 | val_loss: 0.0311594 | Time: 5332.92 ms [2022-04-10 23:44:31 main:574] : INFO : Epoch 1960 | loss: 0.0311468 | val_loss: 0.0311635 | Time: 5326.23 ms [2022-04-10 23:44:37 main:574] : INFO : Epoch 1961 | loss: 0.0311469 | val_loss: 0.0311599 | Time: 5325.83 ms [2022-04-10 23:44:42 main:574] : INFO : Epoch 1962 | loss: 0.0311472 | val_loss: 0.031158 | Time: 5320.57 ms [2022-04-10 23:44:47 main:574] : INFO : Epoch 1963 | loss: 0.0311465 | val_loss: 0.0311646 | Time: 5326.61 ms [2022-04-10 23:44:53 main:574] : INFO : Epoch 1964 | loss: 0.0311454 | val_loss: 0.031159 | Time: 5319.8 ms [2022-04-10 23:44:58 main:574] : INFO : Epoch 1965 | loss: 0.031145 | val_loss: 0.0311618 | Time: 5328.03 ms [2022-04-10 23:45:03 main:574] : INFO : Epoch 1966 | loss: 0.0311444 | val_loss: 0.031157 | Time: 5327.58 ms [2022-04-10 23:45:09 main:574] : INFO : Epoch 1967 | loss: 0.0311432 | val_loss: 0.031158 | Time: 5325.08 ms [2022-04-10 23:45:14 main:574] : INFO : Epoch 1968 | loss: 0.031144 | val_loss: 0.0311626 | Time: 5329.32 ms [2022-04-10 23:45:19 main:574] : INFO : Epoch 1969 | loss: 0.0311441 | val_loss: 0.0311579 | Time: 5321.15 ms [2022-04-10 23:45:25 main:574] : INFO : Epoch 1970 | loss: 0.0311445 | val_loss: 0.0311605 | Time: 5329.85 ms [2022-04-10 23:45:30 main:574] : INFO : Epoch 1971 | loss: 0.0311447 | val_loss: 0.0311609 | Time: 5325.61 ms [2022-04-10 23:45:35 main:574] : INFO : Epoch 1972 | loss: 0.0311443 | val_loss: 0.0311623 | Time: 5326.12 ms [2022-04-10 23:45:41 main:574] : INFO : Epoch 1973 | loss: 0.0311445 | val_loss: 0.0311615 | Time: 5327.81 ms [2022-04-10 23:45:46 main:574] : INFO : Epoch 1974 | loss: 0.0311455 | val_loss: 0.0311598 | Time: 5324.33 ms [2022-04-10 23:45:51 main:574] : INFO : Epoch 1975 | loss: 0.0311448 | val_loss: 0.031158 | Time: 5326.44 ms [2022-04-10 23:45:57 main:574] : INFO : Epoch 1976 | loss: 0.0311438 | val_loss: 0.0311583 | Time: 5318.37 ms [2022-04-10 23:46:02 main:574] : INFO : Epoch 1977 | loss: 0.0311454 | val_loss: 0.0311603 | Time: 5326.94 ms [2022-04-10 23:46:07 main:574] : INFO : Epoch 1978 | loss: 0.0311451 | val_loss: 0.0311633 | Time: 5330.76 ms [2022-04-10 23:46:13 main:574] : INFO : Epoch 1979 | loss: 0.0311459 | val_loss: 0.031164 | Time: 5322 ms [2022-04-10 23:46:18 main:574] : INFO : Epoch 1980 | loss: 0.0311472 | val_loss: 0.0311618 | Time: 5333.06 ms [2022-04-10 23:46:23 main:574] : INFO : Epoch 1981 | loss: 0.0311471 | val_loss: 0.0311648 | Time: 5328.42 ms [2022-04-10 23:46:29 main:574] : INFO : Epoch 1982 | loss: 0.0311448 | val_loss: 0.0311625 | Time: 5326.82 ms [2022-04-10 23:46:34 main:574] : INFO : Epoch 1983 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 5322.34 ms [2022-04-10 23:46:39 main:574] : INFO : Epoch 1984 | loss: 0.0311422 | val_loss: 0.0311585 | Time: 5326.02 ms [2022-04-10 23:46:45 main:574] : INFO : Epoch 1985 | loss: 0.0311429 | val_loss: 0.0311613 | Time: 5326.61 ms [2022-04-10 23:46:50 main:574] : INFO : Epoch 1986 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 5325.67 ms [2022-04-10 23:46:55 main:574] : INFO : Epoch 1987 | loss: 0.0311446 | val_loss: 0.0311606 | Time: 5333.7 ms [2022-04-10 23:47:01 main:574] : INFO : Epoch 1988 | loss: 0.0311443 | val_loss: 0.0311592 | Time: 5321.53 ms [2022-04-10 23:47:06 main:574] : INFO : Epoch 1989 | loss: 0.0311456 | val_loss: 0.0311608 | Time: 5322.41 ms [2022-04-10 23:47:11 main:574] : INFO : Epoch 1990 | loss: 0.0311452 | val_loss: 0.0311587 | Time: 5324.48 ms [2022-04-10 23:47:17 main:574] : INFO : Epoch 1991 | loss: 0.0311437 | val_loss: 0.0311618 | Time: 5326.4 ms [2022-04-10 23:47:22 main:574] : INFO : Epoch 1992 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 5326.76 ms [2022-04-10 23:47:27 main:574] : INFO : Epoch 1993 | loss: 0.0311435 | val_loss: 0.0311589 | Time: 5324.29 ms [2022-04-10 23:47:33 main:574] : INFO : Epoch 1994 | loss: 0.0311434 | val_loss: 0.031159 | Time: 5331.58 ms [2022-04-10 23:47:38 main:574] : INFO : Epoch 1995 | loss: 0.0311446 | val_loss: 0.0311587 | Time: 5326.3 ms [2022-04-10 23:47:43 main:574] : INFO : Epoch 1996 | loss: 0.0311425 | val_loss: 0.031157 | Time: 5325.86 ms [2022-04-10 23:47:49 main:574] : INFO : Epoch 1997 | loss: 0.0311439 | val_loss: 0.0311613 | Time: 5321.41 ms [2022-04-10 23:47:54 main:574] : INFO : Epoch 1998 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 5327.42 ms [2022-04-10 23:47:59 main:574] : INFO : Epoch 1999 | loss: 0.0311446 | val_loss: 0.0311578 | Time: 5324.44 ms [2022-04-10 23:48:05 main:574] : INFO : Epoch 2000 | loss: 0.0311455 | val_loss: 0.0311629 | Time: 5322.42 ms [2022-04-10 23:48:10 main:574] : INFO : Epoch 2001 | loss: 0.0311456 | val_loss: 0.0311598 | Time: 5326.87 ms [2022-04-10 23:48:15 main:574] : INFO : Epoch 2002 | loss: 0.0311449 | val_loss: 0.0311586 | Time: 5324.95 ms [2022-04-10 23:48:21 main:574] : INFO : Epoch 2003 | loss: 0.0311439 | val_loss: 0.0311611 | Time: 5327.22 ms [2022-04-10 23:48:26 main:574] : INFO : Epoch 2004 | loss: 0.0311439 | val_loss: 0.0311617 | Time: 5324.55 ms [2022-04-10 23:48:31 main:574] : INFO : Epoch 2005 | loss: 0.0311434 | val_loss: 0.0311599 | Time: 5320.81 ms [2022-04-10 23:48:37 main:574] : INFO : Epoch 2006 | loss: 0.0311426 | val_loss: 0.0311593 | Time: 5323.6 ms [2022-04-10 23:48:42 main:574] : INFO : Epoch 2007 | loss: 0.0311445 | val_loss: 0.0311674 | Time: 5322.77 ms [2022-04-10 23:48:47 main:574] : INFO : Epoch 2008 | loss: 0.0311451 | val_loss: 0.0311625 | Time: 5320.67 ms [2022-04-10 23:48:53 main:574] : INFO : Epoch 2009 | loss: 0.0311452 | val_loss: 0.0311584 | Time: 5329.81 ms [2022-04-10 23:48:58 main:574] : INFO : Epoch 2010 | loss: 0.0311445 | val_loss: 0.0311574 | Time: 5319.05 ms [2022-04-10 23:49:03 main:574] : INFO : Epoch 2011 | loss: 0.0311428 | val_loss: 0.0311563 | Time: 5326.67 ms [2022-04-10 23:49:09 main:574] : INFO : Epoch 2012 | loss: 0.0311428 | val_loss: 0.0311595 | Time: 5327.73 ms [2022-04-10 23:49:14 main:574] : INFO : Epoch 2013 | loss: 0.0311444 | val_loss: 0.0311563 | Time: 5324.66 ms [2022-04-10 23:49:19 main:574] : INFO : Epoch 2014 | loss: 0.0311444 | val_loss: 0.03116 | Time: 5324.88 ms [2022-04-10 23:49:25 main:574] : INFO : Epoch 2015 | loss: 0.0311426 | val_loss: 0.0311567 | Time: 5327.94 ms [2022-04-10 23:49:30 main:574] : INFO : Epoch 2016 | loss: 0.0311426 | val_loss: 0.0311588 | Time: 5325.1 ms [2022-04-10 23:49:35 main:574] : INFO : Epoch 2017 | loss: 0.0311427 | val_loss: 0.0311587 | Time: 5322.8 ms [2022-04-10 23:49:41 main:574] : INFO : Epoch 2018 | loss: 0.0311427 | val_loss: 0.0311614 | Time: 5320.46 ms [2022-04-10 23:49:46 main:574] : INFO : Epoch 2019 | loss: 0.0311453 | val_loss: 0.0311552 | Time: 5327.21 ms [2022-04-10 23:49:51 main:574] : INFO : Epoch 2020 | loss: 0.0311432 | val_loss: 0.0311561 | Time: 5324.98 ms [2022-04-10 23:49:57 main:574] : INFO : Epoch 2021 | loss: 0.0311435 | val_loss: 0.0311557 | Time: 5325.22 ms [2022-04-10 23:50:02 main:574] : INFO : Epoch 2022 | loss: 0.0311436 | val_loss: 0.0311584 | Time: 5329.21 ms [2022-04-10 23:50:07 main:574] : INFO : Epoch 2023 | loss: 0.0311477 | val_loss: 0.0311573 | Time: 5325.8 ms [2022-04-10 23:50:13 main:574] : INFO : Epoch 2024 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 5322.29 ms [2022-04-10 23:50:18 main:574] : INFO : Epoch 2025 | loss: 0.03115 | val_loss: 0.0311635 | Time: 5321.23 ms [2022-04-10 23:50:23 main:574] : INFO : Epoch 2026 | loss: 0.031258 | val_loss: 0.0340158 | Time: 5332.34 ms [2022-04-10 23:50:29 main:574] : INFO : Epoch 2027 | loss: 0.0388943 | val_loss: 0.0323131 | Time: 5327.55 ms [2022-04-10 23:50:34 main:574] : INFO : Epoch 2028 | loss: 0.0361234 | val_loss: 0.032474 | Time: 5320.91 ms [2022-04-10 23:50:39 main:574] : INFO : Epoch 2029 | loss: 0.0316984 | val_loss: 0.0314422 | Time: 5331.21 ms [2022-04-10 23:50:44 main:574] : INFO : Epoch 2030 | loss: 0.0313143 | val_loss: 0.0312595 | Time: 5326.3 ms [2022-04-10 23:50:50 main:574] : INFO : Epoch 2031 | loss: 0.0312238 | val_loss: 0.0312002 | Time: 5323.76 ms [2022-04-10 23:50:55 main:574] : INFO : Epoch 2032 | loss: 0.0311903 | val_loss: 0.0311816 | Time: 5326.41 ms [2022-04-10 23:51:01 main:574] : INFO : Epoch 2033 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 5322.21 ms [2022-04-10 23:51:06 main:574] : INFO : Epoch 2034 | loss: 0.0311751 | val_loss: 0.0311744 | Time: 5328.12 ms [2022-04-10 23:51:11 main:574] : INFO : Epoch 2035 | loss: 0.031171 | val_loss: 0.0311688 | Time: 5338.71 ms [2022-04-10 23:51:17 main:574] : INFO : Epoch 2036 | loss: 0.0311645 | val_loss: 0.0311641 | Time: 5328.94 ms [2022-04-10 23:51:22 main:574] : INFO : Epoch 2037 | loss: 0.0311613 | val_loss: 0.0311631 | Time: 5318.68 ms [2022-04-10 23:51:27 main:574] : INFO : Epoch 2038 | loss: 0.0311592 | val_loss: 0.031162 | Time: 5320.28 ms [2022-04-10 23:51:32 main:574] : INFO : Epoch 2039 | loss: 0.0311577 | val_loss: 0.0311607 | Time: 5324.56 ms [2022-04-10 23:51:38 main:574] : INFO : Epoch 2040 | loss: 0.0311576 | val_loss: 0.0311596 | Time: 5325.89 ms [2022-04-10 23:51:43 main:574] : INFO : Epoch 2041 | loss: 0.0311549 | val_loss: 0.0311578 | Time: 5324.48 ms [2022-04-10 23:51:48 main:574] : INFO : Epoch 2042 | loss: 0.0311542 | val_loss: 0.0311569 | Time: 5323.13 ms [2022-04-10 23:51:54 main:574] : INFO : Epoch 2043 | loss: 0.0311531 | val_loss: 0.0311571 | Time: 5330.57 ms [2022-04-10 23:51:59 main:574] : INFO : Epoch 2044 | loss: 0.031155 | val_loss: 0.0311565 | Time: 5324.37 ms [2022-04-10 23:52:04 main:574] : INFO : Epoch 2045 | loss: 0.0311536 | val_loss: 0.0311572 | Time: 5324.67 ms [2022-04-10 23:52:10 main:574] : INFO : Epoch 2046 | loss: 0.0311539 | val_loss: 0.0311585 | Time: 5321.07 ms [2022-04-10 23:52:15 main:574] : INFO : Epoch 2047 | loss: 0.0311539 | val_loss: 0.0311619 | Time: 5323.9 ms [2022-04-10 23:52:20 main:574] : INFO : Epoch 2048 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 5325.74 ms [2022-04-10 23:52:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311642 [2022-04-10 23:52:20 main:603] : INFO : Saving end state to config to file [2022-04-10 23:52:20 main:608] : INFO : Success, exiting.. 23:52:20 (2464): 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)