Task 5230438
| Name | ParityModified-1619584859-18042-3_0 |
| Workunit | 3148246 |
| Created | 25 May 2021, 8:03:26 UTC |
| Sent | 28 May 2021, 15:41:04 UTC |
| Report deadline | 4 Jun 2021, 15:41:04 UTC |
| Received | 28 May 2021, 22:44:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 3 min 21 sec |
| CPU time | 5 hours 39 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311569 | val_loss: 0.0311648 | Time: 10998.9 ms
[2021-05-28 22:17:11 main:574] : INFO : Epoch 1543 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 10834.8 ms
[2021-05-28 22:17:21 main:574] : INFO : Epoch 1544 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 10388.8 ms
[2021-05-28 22:17:33 main:574] : INFO : Epoch 1545 | loss: 0.0311556 | val_loss: 0.0311662 | Time: 11350 ms
[2021-05-28 22:17:44 main:574] : INFO : Epoch 1546 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 10995 ms
[2021-05-28 22:17:54 main:574] : INFO : Epoch 1547 | loss: 0.031154 | val_loss: 0.0311662 | Time: 9890.54 ms
[2021-05-28 22:18:04 main:574] : INFO : Epoch 1548 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 10319.6 ms
[2021-05-28 22:18:14 main:574] : INFO : Epoch 1549 | loss: 0.0311554 | val_loss: 0.0311648 | Time: 10520.6 ms
[2021-05-28 22:18:25 main:574] : INFO : Epoch 1550 | loss: 0.0311552 | val_loss: 0.031163 | Time: 10845.2 ms
[2021-05-28 22:18:37 main:574] : INFO : Epoch 1551 | loss: 0.0311556 | val_loss: 0.0311711 | Time: 11274.6 ms
[2021-05-28 22:18:47 main:574] : INFO : Epoch 1552 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 10760.6 ms
[2021-05-28 22:18:58 main:574] : INFO : Epoch 1553 | loss: 0.031154 | val_loss: 0.0311638 | Time: 10384.5 ms
[2021-05-28 22:19:09 main:574] : INFO : Epoch 1554 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 11053.6 ms
[2021-05-28 22:19:20 main:574] : INFO : Epoch 1555 | loss: 0.0311558 | val_loss: 0.0311657 | Time: 10727.6 ms
[2021-05-28 22:19:30 main:574] : INFO : Epoch 1556 | loss: 0.0311573 | val_loss: 0.0311689 | Time: 10571.5 ms
[2021-05-28 22:19:42 main:574] : INFO : Epoch 1557 | loss: 0.0311617 | val_loss: 0.0311672 | Time: 11120.3 ms
[2021-05-28 22:19:53 main:574] : INFO : Epoch 1558 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 11130.1 ms
[2021-05-28 22:20:04 main:574] : INFO : Epoch 1559 | loss: 0.0311599 | val_loss: 0.0311656 | Time: 10693.1 ms
[2021-05-28 22:20:14 main:574] : INFO : Epoch 1560 | loss: 0.031159 | val_loss: 0.0311644 | Time: 10845 ms
[2021-05-28 22:20:25 main:574] : INFO : Epoch 1561 | loss: 0.0311567 | val_loss: 0.0311641 | Time: 10425.4 ms
[2021-05-28 22:20:36 main:574] : INFO : Epoch 1562 | loss: 0.0311606 | val_loss: 0.0311637 | Time: 11313.1 ms
[2021-05-28 22:20:47 main:574] : INFO : Epoch 1563 | loss: 0.0311569 | val_loss: 0.0311644 | Time: 10331.8 ms
[2021-05-28 22:20:57 main:574] : INFO : Epoch 1564 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 10567.3 ms
[2021-05-28 22:21:08 main:574] : INFO : Epoch 1565 | loss: 0.031157 | val_loss: 0.031166 | Time: 10612.9 ms
[2021-05-28 22:21:19 main:574] : INFO : Epoch 1566 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 10873.5 ms
[2021-05-28 22:21:29 main:574] : INFO : Epoch 1567 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 9436.31 ms
[2021-05-28 22:21:40 main:574] : INFO : Epoch 1568 | loss: 0.031155 | val_loss: 0.0311634 | Time: 11358.8 ms
[2021-05-28 22:21:51 main:574] : INFO : Epoch 1569 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 10489.8 ms
[2021-05-28 22:22:01 main:574] : INFO : Epoch 1570 | loss: 0.0311556 | val_loss: 0.0311638 | Time: 10197.6 ms
[2021-05-28 22:22:12 main:574] : INFO : Epoch 1571 | loss: 0.0311568 | val_loss: 0.0311666 | Time: 10760.3 ms
[2021-05-28 22:22:22 main:574] : INFO : Epoch 1572 | loss: 0.0311543 | val_loss: 0.031166 | Time: 10244 ms
[2021-05-28 22:22:33 main:574] : INFO : Epoch 1573 | loss: 0.0311575 | val_loss: 0.0311643 | Time: 10744.1 ms
[2021-05-28 22:22:44 main:574] : INFO : Epoch 1574 | loss: 0.0311571 | val_loss: 0.0311624 | Time: 10748.7 ms
[2021-05-28 22:22:54 main:574] : INFO : Epoch 1575 | loss: 0.0311536 | val_loss: 0.0311622 | Time: 10766.2 ms
[2021-05-28 22:23:05 main:574] : INFO : Epoch 1576 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 10669.2 ms
[2021-05-28 22:23:15 main:574] : INFO : Epoch 1577 | loss: 0.0311517 | val_loss: 0.0311631 | Time: 10001 ms
[2021-05-28 22:23:26 main:574] : INFO : Epoch 1578 | loss: 0.0311539 | val_loss: 0.0311631 | Time: 10941 ms
[2021-05-28 22:23:37 main:574] : INFO : Epoch 1579 | loss: 0.0311541 | val_loss: 0.0311662 | Time: 10839.5 ms
[2021-05-28 22:23:48 main:574] : INFO : Epoch 1580 | loss: 0.0311555 | val_loss: 0.031162 | Time: 11392.1 ms
[2021-05-28 22:23:59 main:574] : INFO : Epoch 1581 | loss: 0.0311525 | val_loss: 0.0311636 | Time: 10364.1 ms
[2021-05-28 22:24:09 main:574] : INFO : Epoch 1582 | loss: 0.0311521 | val_loss: 0.0311658 | Time: 10100.8 ms
[2021-05-28 22:24:19 main:574] : INFO : Epoch 1583 | loss: 0.0311524 | val_loss: 0.0311637 | Time: 9915.17 ms
[2021-05-28 22:24:30 main:574] : INFO : Epoch 1584 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 10609.4 ms
[2021-05-28 22:24:41 main:574] : INFO : Epoch 1585 | loss: 0.0311556 | val_loss: 0.0311726 | Time: 11145.6 ms
[2021-05-28 22:24:52 main:574] : INFO : Epoch 1586 | loss: 0.0311556 | val_loss: 0.0311612 | Time: 11343.1 ms
[2021-05-28 22:25:02 main:574] : INFO : Epoch 1587 | loss: 0.0311545 | val_loss: 0.0311603 | Time: 9861.26 ms
[2021-05-28 22:25:13 main:574] : INFO : Epoch 1588 | loss: 0.0311566 | val_loss: 0.0311609 | Time: 10338.5 ms
[2021-05-28 22:25:23 main:574] : INFO : Epoch 1589 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 10414.5 ms
[2021-05-28 22:25:33 main:574] : INFO : Epoch 1590 | loss: 0.0311543 | val_loss: 0.0311601 | Time: 10340.2 ms
[2021-05-28 22:25:44 main:574] : INFO : Epoch 1591 | loss: 0.0311556 | val_loss: 0.0311604 | Time: 10690.3 ms
[2021-05-28 22:25:55 main:574] : INFO : Epoch 1592 | loss: 0.031154 | val_loss: 0.0311615 | Time: 11255.9 ms
[2021-05-28 22:26:07 main:574] : INFO : Epoch 1593 | loss: 0.0311536 | val_loss: 0.0311594 | Time: 11003 ms
[2021-05-28 22:26:17 main:574] : INFO : Epoch 1594 | loss: 0.0311534 | val_loss: 0.0311602 | Time: 10659.9 ms
[2021-05-28 22:26:28 main:574] : INFO : Epoch 1595 | loss: 0.0311529 | val_loss: 0.031159 | Time: 10499.6 ms
[2021-05-28 22:26:38 main:574] : INFO : Epoch 1596 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 10262.6 ms
[2021-05-28 22:26:49 main:574] : INFO : Epoch 1597 | loss: 0.0311541 | val_loss: 0.0311616 | Time: 10465.2 ms
[2021-05-28 22:26:59 main:574] : INFO : Epoch 1598 | loss: 0.0311533 | val_loss: 0.0311613 | Time: 10306.1 ms
[2021-05-28 22:27:10 main:574] : INFO : Epoch 1599 | loss: 0.0311527 | val_loss: 0.0311596 | Time: 10653.7 ms
[2021-05-28 22:27:20 main:574] : INFO : Epoch 1600 | loss: 0.0311546 | val_loss: 0.03116 | Time: 10640.4 ms
[2021-05-28 22:27:31 main:574] : INFO : Epoch 1601 | loss: 0.0311535 | val_loss: 0.0311595 | Time: 10812.5 ms
[2021-05-28 22:27:42 main:574] : INFO : Epoch 1602 | loss: 0.0311537 | val_loss: 0.0311598 | Time: 10837.7 ms
[2021-05-28 22:27:53 main:574] : INFO : Epoch 1603 | loss: 0.0311522 | val_loss: 0.0311589 | Time: 10570.6 ms
[2021-05-28 22:28:04 main:574] : INFO : Epoch 1604 | loss: 0.0311537 | val_loss: 0.0311601 | Time: 10654.1 ms
[2021-05-28 22:28:14 main:574] : INFO : Epoch 1605 | loss: 0.0311553 | val_loss: 0.0311602 | Time: 10421.8 ms
[2021-05-28 22:28:25 main:574] : INFO : Epoch 1606 | loss: 0.0311547 | val_loss: 0.031162 | Time: 10878.7 ms
[2021-05-28 22:28:36 main:574] : INFO : Epoch 1607 | loss: 0.0311551 | val_loss: 0.0311597 | Time: 11176.6 ms
[2021-05-28 22:28:47 main:574] : INFO : Epoch 1608 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 11118.4 ms
[2021-05-28 22:28:57 main:574] : INFO : Epoch 1609 | loss: 0.0311568 | val_loss: 0.0311603 | Time: 9782.49 ms
[2021-05-28 22:29:08 main:574] : INFO : Epoch 1610 | loss: 0.0311555 | val_loss: 0.0311601 | Time: 10866.1 ms
[2021-05-28 22:29:19 main:574] : INFO : Epoch 1611 | loss: 0.0311554 | val_loss: 0.0311607 | Time: 10778.1 ms
[2021-05-28 22:29:29 main:574] : INFO : Epoch 1612 | loss: 0.0311561 | val_loss: 0.0311616 | Time: 10331.2 ms
[2021-05-28 22:29:40 main:574] : INFO : Epoch 1613 | loss: 0.0311539 | val_loss: 0.031161 | Time: 10820.7 ms
[2021-05-28 22:29:51 main:574] : INFO : Epoch 1614 | loss: 0.0311557 | val_loss: 0.0311624 | Time: 10483.7 ms
[2021-05-28 22:30:01 main:574] : INFO : Epoch 1615 | loss: 0.0311555 | val_loss: 0.0311598 | Time: 10361.3 ms
[2021-05-28 22:30:11 main:574] : INFO : Epoch 1616 | loss: 0.0311567 | val_loss: 0.0311644 | Time: 9995.97 ms
[2021-05-28 22:30:22 main:574] : INFO : Epoch 1617 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 10261.5 ms
[2021-05-28 22:30:32 main:574] : INFO : Epoch 1618 | loss: 0.0311539 | val_loss: 0.0311608 | Time: 9932.07 ms
[2021-05-28 22:30:42 main:574] : INFO : Epoch 1619 | loss: 0.0311544 | val_loss: 0.0311582 | Time: 10771.5 ms
[2021-05-28 22:30:53 main:574] : INFO : Epoch 1620 | loss: 0.0311528 | val_loss: 0.0311596 | Time: 10270.5 ms
[2021-05-28 22:31:04 main:574] : INFO : Epoch 1621 | loss: 0.0311536 | val_loss: 0.0311599 | Time: 11292.7 ms
[2021-05-28 22:31:14 main:574] : INFO : Epoch 1622 | loss: 0.0311533 | val_loss: 0.0311592 | Time: 9570.08 ms
[2021-05-28 22:31:25 main:574] : INFO : Epoch 1623 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 10813.5 ms
[2021-05-28 22:31:36 main:574] : INFO : Epoch 1624 | loss: 0.0311535 | val_loss: 0.0311639 | Time: 10907.3 ms
[2021-05-28 22:31:46 main:574] : INFO : Epoch 1625 | loss: 0.0311549 | val_loss: 0.03116 | Time: 10250.5 ms
[2021-05-28 22:31:57 main:574] : INFO : Epoch 1626 | loss: 0.0311509 | val_loss: 0.0311598 | Time: 10612.6 ms
[2021-05-28 22:32:08 main:574] : INFO : Epoch 1627 | loss: 0.0311532 | val_loss: 0.0311629 | Time: 11014.7 ms
[2021-05-28 22:32:18 main:574] : INFO : Epoch 1628 | loss: 0.0311577 | val_loss: 0.031162 | Time: 10855.7 ms
[2021-05-28 22:32:28 main:574] : INFO : Epoch 1629 | loss: 0.0311536 | val_loss: 0.0311617 | Time: 9968.44 ms
[2021-05-28 22:32:40 main:574] : INFO : Epoch 1630 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 11143 ms
[2021-05-28 22:32:50 main:574] : INFO : Epoch 1631 | loss: 0.0311525 | val_loss: 0.0311591 | Time: 9934.94 ms
[2021-05-28 22:33:00 main:574] : INFO : Epoch 1632 | loss: 0.0311512 | val_loss: 0.031162 | Time: 10465.1 ms
[2021-05-28 22:33:11 main:574] : INFO : Epoch 1633 | loss: 0.0311533 | val_loss: 0.0311651 | Time: 10806 ms
[2021-05-28 22:33:21 main:574] : INFO : Epoch 1634 | loss: 0.0311506 | val_loss: 0.0311623 | Time: 10313.9 ms
[2021-05-28 22:33:31 main:574] : INFO : Epoch 1635 | loss: 0.0311512 | val_loss: 0.0311621 | Time: 10027.3 ms
[2021-05-28 22:33:42 main:574] : INFO : Epoch 1636 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 9992.92 ms
[2021-05-28 22:33:53 main:574] : INFO : Epoch 1637 | loss: 0.0311585 | val_loss: 0.0311639 | Time: 11075.2 ms
[2021-05-28 22:34:02 main:574] : INFO : Epoch 1638 | loss: 0.0311558 | val_loss: 0.0311606 | Time: 9754.1 ms
[2021-05-28 22:34:13 main:574] : INFO : Epoch 1639 | loss: 0.0311523 | val_loss: 0.0311581 | Time: 10137.6 ms
[2021-05-28 22:34:23 main:574] : INFO : Epoch 1640 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 9955.52 ms
[2021-05-28 22:34:33 main:574] : INFO : Epoch 1641 | loss: 0.031153 | val_loss: 0.0311639 | Time: 10673.2 ms
[2021-05-28 22:34:44 main:574] : INFO : Epoch 1642 | loss: 0.0311526 | val_loss: 0.0311606 | Time: 10774.5 ms
[2021-05-28 22:34:55 main:574] : INFO : Epoch 1643 | loss: 0.0311513 | val_loss: 0.031161 | Time: 11065.7 ms
[2021-05-28 22:35:06 main:574] : INFO : Epoch 1644 | loss: 0.0311523 | val_loss: 0.0311604 | Time: 10111 ms
[2021-05-28 22:35:16 main:574] : INFO : Epoch 1645 | loss: 0.0311546 | val_loss: 0.0311638 | Time: 10682 ms
[2021-05-28 22:35:27 main:574] : INFO : Epoch 1646 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 10225.6 ms
[2021-05-28 22:35:37 main:574] : INFO : Epoch 1647 | loss: 0.0311533 | val_loss: 0.0311608 | Time: 10517.3 ms
[2021-05-28 22:35:48 main:574] : INFO : Epoch 1648 | loss: 0.0311538 | val_loss: 0.0311692 | Time: 10554.6 ms
[2021-05-28 22:35:58 main:574] : INFO : Epoch 1649 | loss: 0.0311546 | val_loss: 0.031162 | Time: 10299.1 ms
[2021-05-28 22:36:09 main:574] : INFO : Epoch 1650 | loss: 0.0311518 | val_loss: 0.0311606 | Time: 10543.1 ms
[2021-05-28 22:36:19 main:574] : INFO : Epoch 1651 | loss: 0.0311512 | val_loss: 0.0311603 | Time: 10388.8 ms
[2021-05-28 22:36:30 main:574] : INFO : Epoch 1652 | loss: 0.031152 | val_loss: 0.0311625 | Time: 11061.5 ms
[2021-05-28 22:36:41 main:574] : INFO : Epoch 1653 | loss: 0.0311524 | val_loss: 0.0311619 | Time: 11137.2 ms
[2021-05-28 22:36:52 main:574] : INFO : Epoch 1654 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 10938.7 ms
[2021-05-28 22:37:03 main:574] : INFO : Epoch 1655 | loss: 0.031153 | val_loss: 0.0311633 | Time: 10917.6 ms
[2021-05-28 22:37:14 main:574] : INFO : Epoch 1656 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 10467.3 ms
[2021-05-28 22:37:25 main:574] : INFO : Epoch 1657 | loss: 0.0311505 | val_loss: 0.0311606 | Time: 10836 ms
[2021-05-28 22:37:35 main:574] : INFO : Epoch 1658 | loss: 0.0311492 | val_loss: 0.0311614 | Time: 10657.2 ms
[2021-05-28 22:37:45 main:574] : INFO : Epoch 1659 | loss: 0.0311489 | val_loss: 0.0311593 | Time: 9950.39 ms
[2021-05-28 22:37:57 main:574] : INFO : Epoch 1660 | loss: 0.0311488 | val_loss: 0.0311605 | Time: 11129.8 ms
[2021-05-28 22:38:06 main:574] : INFO : Epoch 1661 | loss: 0.0311493 | val_loss: 0.0311618 | Time: 9673.97 ms
[2021-05-28 22:38:17 main:574] : INFO : Epoch 1662 | loss: 0.031152 | val_loss: 0.0311625 | Time: 10442.9 ms
[2021-05-28 22:38:27 main:574] : INFO : Epoch 1663 | loss: 0.0311492 | val_loss: 0.0311628 | Time: 10520.8 ms
[2021-05-28 22:38:38 main:574] : INFO : Epoch 1664 | loss: 0.0311488 | val_loss: 0.0311608 | Time: 10636.9 ms
[2021-05-28 22:38:48 main:574] : INFO : Epoch 1665 | loss: 0.0311512 | val_loss: 0.0311659 | Time: 10115.9 ms
[2021-05-28 22:38:59 main:574] : INFO : Epoch 1666 | loss: 0.0311518 | val_loss: 0.0311609 | Time: 10845.3 ms
[2021-05-28 22:39:10 main:574] : INFO : Epoch 1667 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 11002.9 ms
[2021-05-28 22:39:21 main:574] : INFO : Epoch 1668 | loss: 0.0311487 | val_loss: 0.0311647 | Time: 10547.4 ms
[2021-05-28 22:39:31 main:574] : INFO : Epoch 1669 | loss: 0.0311539 | val_loss: 0.0311625 | Time: 9979.08 ms
[2021-05-28 22:39:42 main:574] : INFO : Epoch 1670 | loss: 0.0311491 | val_loss: 0.0311602 | Time: 11001.2 ms
[2021-05-28 22:39:54 main:574] : INFO : Epoch 1671 | loss: 0.0311482 | val_loss: 0.0311627 | Time: 11306.1 ms
[2021-05-28 22:40:04 main:574] : INFO : Epoch 1672 | loss: 0.0311472 | val_loss: 0.0311603 | Time: 10737.4 ms
[2021-05-28 22:40:15 main:574] : INFO : Epoch 1673 | loss: 0.0311471 | val_loss: 0.0311608 | Time: 10687.6 ms
[2021-05-28 22:40:26 main:574] : INFO : Epoch 1674 | loss: 0.0311477 | val_loss: 0.0311595 | Time: 11081.5 ms
[2021-05-28 22:40:36 main:574] : INFO : Epoch 1675 | loss: 0.0311473 | val_loss: 0.0311605 | Time: 10030.5 ms
[2021-05-28 22:40:46 main:574] : INFO : Epoch 1676 | loss: 0.0311468 | val_loss: 0.031159 | Time: 9699.46 ms
[2021-05-28 22:40:57 main:574] : INFO : Epoch 1677 | loss: 0.031149 | val_loss: 0.0311615 | Time: 10434.5 ms
[2021-05-28 22:41:08 main:574] : INFO : Epoch 1678 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 10870.9 ms
[2021-05-28 22:41:19 main:574] : INFO : Epoch 1679 | loss: 0.0311528 | val_loss: 0.0311614 | Time: 10713.6 ms
[2021-05-28 22:41:28 main:574] : INFO : Epoch 1680 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 9321.03 ms
[2021-05-28 22:41:39 main:574] : INFO : Epoch 1681 | loss: 0.0311506 | val_loss: 0.0311586 | Time: 10952 ms
[2021-05-28 22:41:49 main:574] : INFO : Epoch 1682 | loss: 0.0311486 | val_loss: 0.0311587 | Time: 9735.55 ms
[2021-05-28 22:41:59 main:574] : INFO : Epoch 1683 | loss: 0.031149 | val_loss: 0.0311633 | Time: 9987.56 ms
[2021-05-28 22:42:10 main:574] : INFO : Epoch 1684 | loss: 0.0311522 | val_loss: 0.0311595 | Time: 10493.1 ms
[2021-05-28 22:42:20 main:574] : INFO : Epoch 1685 | loss: 0.0311527 | val_loss: 0.0311624 | Time: 10528.1 ms
[2021-05-28 22:42:30 main:574] : INFO : Epoch 1686 | loss: 0.0311514 | val_loss: 0.0311612 | Time: 9988.6 ms
[2021-05-28 22:42:41 main:574] : INFO : Epoch 1687 | loss: 0.0311547 | val_loss: 0.0311618 | Time: 10991.1 ms
[2021-05-28 22:42:52 main:574] : INFO : Epoch 1688 | loss: 0.0311494 | val_loss: 0.0311595 | Time: 10255.2 ms
[2021-05-28 22:43:02 main:574] : INFO : Epoch 1689 | loss: 0.0311493 | val_loss: 0.0311603 | Time: 10039.9 ms
[2021-05-28 22:43:12 main:574] : INFO : Epoch 1690 | loss: 0.0311494 | val_loss: 0.0311615 | Time: 10307.4 ms
[2021-05-28 22:43:22 main:574] : INFO : Epoch 1691 | loss: 0.0311519 | val_loss: 0.0311629 | Time: 10299.9 ms
[2021-05-28 22:43:33 main:574] : INFO : Epoch 1692 | loss: 0.0311496 | val_loss: 0.0311613 | Time: 10555.4 ms
[2021-05-28 22:43:44 main:574] : INFO : Epoch 1693 | loss: 0.0311483 | val_loss: 0.0311592 | Time: 10503.4 ms
[2021-05-28 22:43:54 main:574] : INFO : Epoch 1694 | loss: 0.0311485 | val_loss: 0.0311578 | Time: 10096.2 ms
[2021-05-28 22:44:05 main:574] : INFO : Epoch 1695 | loss: 0.0311471 | val_loss: 0.0311632 | Time: 11327.2 ms
[2021-05-28 22:44:16 main:574] : INFO : Epoch 1696 | loss: 0.031151 | val_loss: 0.0311584 | Time: 10650.6 ms
[2021-05-28 22:44:27 main:574] : INFO : Epoch 1697 | loss: 0.031148 | val_loss: 0.0311593 | Time: 10782.7 ms
[2021-05-28 22:44:38 main:574] : INFO : Epoch 1698 | loss: 0.0311503 | val_loss: 0.0311594 | Time: 10819.3 ms
[2021-05-28 22:44:48 main:574] : INFO : Epoch 1699 | loss: 0.0311514 | val_loss: 0.031166 | Time: 10739 ms
[2021-05-28 22:44:59 main:574] : INFO : Epoch 1700 | loss: 0.0311503 | val_loss: 0.0311651 | Time: 10768.4 ms
[2021-05-28 22:45:10 main:574] : INFO : Epoch 1701 | loss: 0.0311503 | val_loss: 0.0311618 | Time: 11086.2 ms
[2021-05-28 22:45:21 main:574] : INFO : Epoch 1702 | loss: 0.0311466 | val_loss: 0.0311602 | Time: 10197 ms
[2021-05-28 22:45:30 main:574] : INFO : Epoch 1703 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 9830.32 ms
[2021-05-28 22:45:41 main:574] : INFO : Epoch 1704 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 10925.4 ms
[2021-05-28 22:45:52 main:574] : INFO : Epoch 1705 | loss: 0.0311511 | val_loss: 0.0311608 | Time: 10464.7 ms
[2021-05-28 22:46:02 main:574] : INFO : Epoch 1706 | loss: 0.0311475 | val_loss: 0.0311589 | Time: 10370.5 ms
[2021-05-28 22:46:13 main:574] : INFO : Epoch 1707 | loss: 0.0311508 | val_loss: 0.0311572 | Time: 10419.4 ms
[2021-05-28 22:46:23 main:574] : INFO : Epoch 1708 | loss: 0.0311485 | val_loss: 0.0311589 | Time: 10476.6 ms
[2021-05-28 22:46:34 main:574] : INFO : Epoch 1709 | loss: 0.0311507 | val_loss: 0.0311711 | Time: 10256 ms
[2021-05-28 22:46:44 main:574] : INFO : Epoch 1710 | loss: 0.0311539 | val_loss: 0.0311673 | Time: 10492.6 ms
[2021-05-28 22:46:55 main:574] : INFO : Epoch 1711 | loss: 0.0311476 | val_loss: 0.0311611 | Time: 10627.7 ms
[2021-05-28 22:47:06 main:574] : INFO : Epoch 1712 | loss: 0.0311474 | val_loss: 0.0311596 | Time: 10853.8 ms
[2021-05-28 22:47:16 main:574] : INFO : Epoch 1713 | loss: 0.0311464 | val_loss: 0.0311599 | Time: 9997.75 ms
[2021-05-28 22:47:26 main:574] : INFO : Epoch 1714 | loss: 0.0311469 | val_loss: 0.0311585 | Time: 10153.6 ms
[2021-05-28 22:47:37 main:574] : INFO : Epoch 1715 | loss: 0.0311467 | val_loss: 0.0311597 | Time: 11062.9 ms
[2021-05-28 22:47:47 main:574] : INFO : Epoch 1716 | loss: 0.0311446 | val_loss: 0.0311576 | Time: 10174.5 ms
[2021-05-28 22:47:58 main:574] : INFO : Epoch 1717 | loss: 0.031147 | val_loss: 0.0311709 | Time: 10956.4 ms
[2021-05-28 22:48:08 main:574] : INFO : Epoch 1718 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 9908.59 ms
[2021-05-28 22:48:19 main:574] : INFO : Epoch 1719 | loss: 0.0311489 | val_loss: 0.0311683 | Time: 10859 ms
[2021-05-28 22:48:30 main:574] : INFO : Epoch 1720 | loss: 0.0311458 | val_loss: 0.0311589 | Time: 10679.3 ms
[2021-05-28 22:48:41 main:574] : INFO : Epoch 1721 | loss: 0.0311441 | val_loss: 0.0311593 | Time: 10533.9 ms
[2021-05-28 22:48:52 main:574] : INFO : Epoch 1722 | loss: 0.0311452 | val_loss: 0.03116 | Time: 10896.4 ms
[2021-05-28 22:49:03 main:574] : INFO : Epoch 1723 | loss: 0.0311478 | val_loss: 0.0311594 | Time: 11389.5 ms
[2021-05-28 22:49:14 main:574] : INFO : Epoch 1724 | loss: 0.0311461 | val_loss: 0.0311647 | Time: 10761.8 ms
[2021-05-28 22:49:24 main:574] : INFO : Epoch 1725 | loss: 0.0311462 | val_loss: 0.0311604 | Time: 10440.7 ms
[2021-05-28 22:49:36 main:574] : INFO : Epoch 1726 | loss: 0.0311472 | val_loss: 0.0311588 | Time: 11077.4 ms
[2021-05-28 22:49:46 main:574] : INFO : Epoch 1727 | loss: 0.0311492 | val_loss: 0.031165 | Time: 10685.1 ms
[2021-05-28 22:49:56 main:574] : INFO : Epoch 1728 | loss: 0.0311564 | val_loss: 0.0311592 | Time: 9747.02 ms
[2021-05-28 22:50:07 main:574] : INFO : Epoch 1729 | loss: 0.0311533 | val_loss: 0.03116 | Time: 11276.4 ms
[2021-05-28 22:50:19 main:574] : INFO : Epoch 1730 | loss: 0.0311552 | val_loss: 0.0311627 | Time: 11303.1 ms
[2021-05-28 22:50:29 main:574] : INFO : Epoch 1731 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 10469 ms
[2021-05-28 22:50:39 main:574] : INFO : Epoch 1732 | loss: 0.031158 | val_loss: 0.0311693 | Time: 10154.8 ms
[2021-05-28 22:50:50 main:574] : INFO : Epoch 1733 | loss: 0.0311629 | val_loss: 0.0311719 | Time: 10436.1 ms
[2021-05-28 22:51:01 main:574] : INFO : Epoch 1734 | loss: 0.0311632 | val_loss: 0.0311643 | Time: 10515.4 ms
[2021-05-28 22:51:11 main:574] : INFO : Epoch 1735 | loss: 0.0311559 | val_loss: 0.0311686 | Time: 10627.5 ms
[2021-05-28 22:51:22 main:574] : INFO : Epoch 1736 | loss: 0.0311568 | val_loss: 0.0311637 | Time: 10232.2 ms
[2021-05-28 22:51:32 main:574] : INFO : Epoch 1737 | loss: 0.0311525 | val_loss: 0.0311602 | Time: 9971.37 ms
[2021-05-28 22:51:42 main:574] : INFO : Epoch 1738 | loss: 0.0311516 | val_loss: 0.0311606 | Time: 10434.9 ms
[2021-05-28 22:51:53 main:574] : INFO : Epoch 1739 | loss: 0.0311504 | val_loss: 0.031159 | Time: 11211.8 ms
[2021-05-28 22:52:04 main:574] : INFO : Epoch 1740 | loss: 0.0311493 | val_loss: 0.0311573 | Time: 10665.5 ms
[2021-05-28 22:52:14 main:574] : INFO : Epoch 1741 | loss: 0.0311492 | val_loss: 0.0311579 | Time: 10043.5 ms
[2021-05-28 22:52:25 main:574] : INFO : Epoch 1742 | loss: 0.0311496 | val_loss: 0.0311606 | Time: 11155.3 ms
[2021-05-28 22:52:35 main:574] : INFO : Epoch 1743 | loss: 0.0311526 | val_loss: 0.0311625 | Time: 10060.7 ms
[2021-05-28 22:52:46 main:574] : INFO : Epoch 1744 | loss: 0.031156 | val_loss: 0.0311616 | Time: 10301.5 ms
[2021-05-28 22:52:57 main:574] : INFO : Epoch 1745 | loss: 0.031153 | val_loss: 0.0311611 | Time: 10875.2 ms
[2021-05-28 22:53:07 main:574] : INFO : Epoch 1746 | loss: 0.0311508 | val_loss: 0.0311598 | Time: 10470.1 ms
[2021-05-28 22:53:18 main:574] : INFO : Epoch 1747 | loss: 0.0311514 | val_loss: 0.0311632 | Time: 10718.8 ms
[2021-05-28 22:53:28 main:574] : INFO : Epoch 1748 | loss: 0.0311525 | val_loss: 0.0311588 | Time: 10077.8 ms
[2021-05-28 22:53:39 main:574] : INFO : Epoch 1749 | loss: 0.0311511 | val_loss: 0.0311592 | Time: 10625.2 ms
[2021-05-28 22:53:49 main:574] : INFO : Epoch 1750 | loss: 0.0311524 | val_loss: 0.0311587 | Time: 10071.8 ms
[2021-05-28 22:54:00 main:574] : INFO : Epoch 1751 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 11037.9 ms
[2021-05-28 22:54:10 main:574] : INFO : Epoch 1752 | loss: 0.0311509 | val_loss: 0.0311596 | Time: 10412.3 ms
[2021-05-28 22:54:21 main:574] : INFO : Epoch 1753 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 10854 ms
[2021-05-28 22:54:32 main:574] : INFO : Epoch 1754 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 10841.5 ms
[2021-05-28 22:54:43 main:574] : INFO : Epoch 1755 | loss: 0.0311524 | val_loss: 0.03116 | Time: 10704.3 ms
[2021-05-28 22:54:54 main:574] : INFO : Epoch 1756 | loss: 0.0311497 | val_loss: 0.0311605 | Time: 10668.5 ms
[2021-05-28 22:55:04 main:574] : INFO : Epoch 1757 | loss: 0.0311506 | val_loss: 0.0311591 | Time: 10598.5 ms
[2021-05-28 22:55:15 main:574] : INFO : Epoch 1758 | loss: 0.0311498 | val_loss: 0.0311634 | Time: 10657.3 ms
[2021-05-28 22:55:26 main:574] : INFO : Epoch 1759 | loss: 0.031152 | val_loss: 0.0311592 | Time: 11197.3 ms
[2021-05-28 22:55:37 main:574] : INFO : Epoch 1760 | loss: 0.0311475 | val_loss: 0.0311588 | Time: 10279.4 ms
[2021-05-28 22:55:47 main:574] : INFO : Epoch 1761 | loss: 0.0311476 | val_loss: 0.0311639 | Time: 10611.4 ms
[2021-05-28 22:55:58 main:574] : INFO : Epoch 1762 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 10417.5 ms
[2021-05-28 22:56:08 main:574] : INFO : Epoch 1763 | loss: 0.0311545 | val_loss: 0.0311651 | Time: 10753.1 ms
[2021-05-28 22:56:20 main:574] : INFO : Epoch 1764 | loss: 0.0311522 | val_loss: 0.0311577 | Time: 10997.2 ms
[2021-05-28 22:56:30 main:574] : INFO : Epoch 1765 | loss: 0.0311499 | val_loss: 0.0311574 | Time: 10157.4 ms
[2021-05-28 22:56:40 main:574] : INFO : Epoch 1766 | loss: 0.031149 | val_loss: 0.0311609 | Time: 9935.78 ms
[2021-05-28 22:56:51 main:574] : INFO : Epoch 1767 | loss: 0.0311481 | val_loss: 0.0311585 | Time: 11440.9 ms
[2021-05-28 22:57:02 main:574] : INFO : Epoch 1768 | loss: 0.0311471 | val_loss: 0.0311613 | Time: 10756.5 ms
[2021-05-28 22:57:13 main:574] : INFO : Epoch 1769 | loss: 0.0311528 | val_loss: 0.0311613 | Time: 11352 ms
[2021-05-28 22:57:23 main:574] : INFO : Epoch 1770 | loss: 0.0311506 | val_loss: 0.0311581 | Time: 9889.34 ms
[2021-05-28 22:57:34 main:574] : INFO : Epoch 1771 | loss: 0.0311469 | val_loss: 0.0311661 | Time: 10606.4 ms
[2021-05-28 22:57:45 main:574] : INFO : Epoch 1772 | loss: 0.031148 | val_loss: 0.0311649 | Time: 10522.7 ms
[2021-05-28 22:57:55 main:574] : INFO : Epoch 1773 | loss: 0.0311557 | val_loss: 0.0311603 | Time: 10571.7 ms
[2021-05-28 22:58:05 main:574] : INFO : Epoch 1774 | loss: 0.031148 | val_loss: 0.0311572 | Time: 10018.5 ms
[2021-05-28 22:58:16 main:574] : INFO : Epoch 1775 | loss: 0.0311478 | val_loss: 0.0311594 | Time: 10309.1 ms
[2021-05-28 22:58:26 main:574] : INFO : Epoch 1776 | loss: 0.0311461 | val_loss: 0.0311566 | Time: 10503.4 ms
[2021-05-28 22:58:37 main:574] : INFO : Epoch 1777 | loss: 0.031146 | val_loss: 0.0311584 | Time: 10428.9 ms
[2021-05-28 22:58:47 main:574] : INFO : Epoch 1778 | loss: 0.0311447 | val_loss: 0.0311588 | Time: 10445.6 ms
[2021-05-28 22:58:58 main:574] : INFO : Epoch 1779 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 10735.6 ms
[2021-05-28 22:59:09 main:574] : INFO : Epoch 1780 | loss: 0.0311464 | val_loss: 0.0311597 | Time: 11088.6 ms
[2021-05-28 22:59:20 main:574] : INFO : Epoch 1781 | loss: 0.0311449 | val_loss: 0.0311563 | Time: 10353.2 ms
[2021-05-28 22:59:30 main:574] : INFO : Epoch 1782 | loss: 0.0311459 | val_loss: 0.0311567 | Time: 10113.8 ms
[2021-05-28 22:59:41 main:574] : INFO : Epoch 1783 | loss: 0.0311495 | val_loss: 0.03116 | Time: 10973.8 ms
[2021-05-28 22:59:52 main:574] : INFO : Epoch 1784 | loss: 0.0311464 | val_loss: 0.0311587 | Time: 11013.3 ms
[2021-05-28 23:00:02 main:574] : INFO : Epoch 1785 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 10134.5 ms
[2021-05-28 23:00:13 main:574] : INFO : Epoch 1786 | loss: 0.0311486 | val_loss: 0.0311599 | Time: 10770.5 ms
[2021-05-28 23:00:23 main:574] : INFO : Epoch 1787 | loss: 0.0311447 | val_loss: 0.0311571 | Time: 10230 ms
[2021-05-28 23:00:34 main:574] : INFO : Epoch 1788 | loss: 0.0311455 | val_loss: 0.0311644 | Time: 11202.4 ms
[2021-05-28 23:00:45 main:574] : INFO : Epoch 1789 | loss: 0.0311496 | val_loss: 0.0311589 | Time: 10885.4 ms
[2021-05-28 23:00:56 main:574] : INFO : Epoch 1790 | loss: 0.0311443 | val_loss: 0.0311591 | Time: 10835.4 ms
[2021-05-28 23:01:06 main:574] : INFO : Epoch 1791 | loss: 0.0311427 | val_loss: 0.0311581 | Time: 10140.2 ms
[2021-05-28 23:01:17 main:574] : INFO : Epoch 1792 | loss: 0.0311455 | val_loss: 0.0311584 | Time: 10592.9 ms
[2021-05-28 23:01:28 main:574] : INFO : Epoch 1793 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 10957 ms
[2021-05-28 23:01:39 main:574] : INFO : Epoch 1794 | loss: 0.0311446 | val_loss: 0.0311599 | Time: 10867.2 ms
[2021-05-28 23:01:49 main:574] : INFO : Epoch 1795 | loss: 0.0311459 | val_loss: 0.0311586 | Time: 10160.7 ms
[2021-05-28 23:01:59 main:574] : INFO : Epoch 1796 | loss: 0.0311446 | val_loss: 0.0311568 | Time: 9567.01 ms
[2021-05-28 23:02:09 main:574] : INFO : Epoch 1797 | loss: 0.0311442 | val_loss: 0.0311566 | Time: 10152.1 ms
[2021-05-28 23:02:19 main:574] : INFO : Epoch 1798 | loss: 0.0311436 | val_loss: 0.0311597 | Time: 9975.55 ms
[2021-05-28 23:02:29 main:574] : INFO : Epoch 1799 | loss: 0.0311437 | val_loss: 0.031157 | Time: 10185.2 ms
[2021-05-28 23:02:40 main:574] : INFO : Epoch 1800 | loss: 0.0311425 | val_loss: 0.0311574 | Time: 10395.9 ms
[2021-05-28 23:02:51 main:574] : INFO : Epoch 1801 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 11141.3 ms
[2021-05-28 23:03:01 main:574] : INFO : Epoch 1802 | loss: 0.0311445 | val_loss: 0.0311577 | Time: 9696.48 ms
[2021-05-28 23:03:11 main:574] : INFO : Epoch 1803 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 10543.8 ms
[2021-05-28 23:03:22 main:574] : INFO : Epoch 1804 | loss: 0.031142 | val_loss: 0.0311579 | Time: 10405.7 ms
[2021-05-28 23:03:32 main:574] : INFO : Epoch 1805 | loss: 0.0311413 | val_loss: 0.0311583 | Time: 10396.9 ms
[2021-05-28 23:03:42 main:574] : INFO : Epoch 1806 | loss: 0.0311423 | val_loss: 0.0311562 | Time: 9598.21 ms
[2021-05-28 23:03:52 main:574] : INFO : Epoch 1807 | loss: 0.0311419 | val_loss: 0.0311609 | Time: 10161.4 ms
[2021-05-28 23:04:02 main:574] : INFO : Epoch 1808 | loss: 0.0311428 | val_loss: 0.0311594 | Time: 10500.6 ms
[2021-05-28 23:04:13 main:574] : INFO : Epoch 1809 | loss: 0.0311459 | val_loss: 0.0311677 | Time: 10415.2 ms
[2021-05-28 23:04:23 main:574] : INFO : Epoch 1810 | loss: 0.0311486 | val_loss: 0.0311624 | Time: 10264.5 ms
[2021-05-28 23:04:33 main:574] : INFO : Epoch 1811 | loss: 0.0311454 | val_loss: 0.0311585 | Time: 9764.56 ms
[2021-05-28 23:04:43 main:574] : INFO : Epoch 1812 | loss: 0.0311471 | val_loss: 0.0311668 | Time: 10170.2 ms
[2021-05-28 23:04:54 main:574] : INFO : Epoch 1813 | loss: 0.0311473 | val_loss: 0.0311592 | Time: 10550 ms
[2021-05-28 23:05:04 main:574] : INFO : Epoch 1814 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 10066.6 ms
[2021-05-28 23:05:15 main:574] : INFO : Epoch 1815 | loss: 0.0311452 | val_loss: 0.0311591 | Time: 10929.5 ms
[2021-05-28 23:05:26 main:574] : INFO : Epoch 1816 | loss: 0.0311435 | val_loss: 0.0311614 | Time: 10605.8 ms
[2021-05-28 23:05:36 main:574] : INFO : Epoch 1817 | loss: 0.0311434 | val_loss: 0.0311575 | Time: 10086.4 ms
[2021-05-28 23:05:46 main:574] : INFO : Epoch 1818 | loss: 0.0311421 | val_loss: 0.0311576 | Time: 10701.6 ms
[2021-05-28 23:05:57 main:574] : INFO : Epoch 1819 | loss: 0.0311429 | val_loss: 0.0311593 | Time: 10765.3 ms
[2021-05-28 23:06:09 main:574] : INFO : Epoch 1820 | loss: 0.0311421 | val_loss: 0.031156 | Time: 11319.2 ms
[2021-05-28 23:06:19 main:574] : INFO : Epoch 1821 | loss: 0.0311447 | val_loss: 0.0311597 | Time: 10166.5 ms
[2021-05-28 23:06:29 main:574] : INFO : Epoch 1822 | loss: 0.0311461 | val_loss: 0.0311605 | Time: 10047.1 ms
[2021-05-28 23:06:40 main:574] : INFO : Epoch 1823 | loss: 0.0311436 | val_loss: 0.0311621 | Time: 10784 ms
[2021-05-28 23:06:51 main:574] : INFO : Epoch 1824 | loss: 0.0311451 | val_loss: 0.0311744 | Time: 11210.6 ms
[2021-05-28 23:07:01 main:574] : INFO : Epoch 1825 | loss: 0.0311465 | val_loss: 0.0311568 | Time: 10140.2 ms
[2021-05-28 23:07:12 main:574] : INFO : Epoch 1826 | loss: 0.0311419 | val_loss: 0.0311595 | Time: 11121.7 ms
[2021-05-28 23:07:23 main:574] : INFO : Epoch 1827 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 10421.2 ms
[2021-05-28 23:07:34 main:574] : INFO : Epoch 1828 | loss: 0.0311465 | val_loss: 0.031158 | Time: 11042.1 ms
[2021-05-28 23:07:43 main:574] : INFO : Epoch 1829 | loss: 0.031143 | val_loss: 0.0311591 | Time: 9435.12 ms
[2021-05-28 23:07:54 main:574] : INFO : Epoch 1830 | loss: 0.0311443 | val_loss: 0.0311584 | Time: 10947.1 ms
[2021-05-28 23:08:04 main:574] : INFO : Epoch 1831 | loss: 0.0311464 | val_loss: 0.0311583 | Time: 9898.14 ms
[2021-05-28 23:08:15 main:574] : INFO : Epoch 1832 | loss: 0.0311449 | val_loss: 0.03116 | Time: 10651.7 ms
[2021-05-28 23:08:26 main:574] : INFO : Epoch 1833 | loss: 0.0311485 | val_loss: 0.0311569 | Time: 10770.5 ms
[2021-05-28 23:08:36 main:574] : INFO : Epoch 1834 | loss: 0.0311475 | val_loss: 0.0311606 | Time: 10519.8 ms
[2021-05-28 23:08:47 main:574] : INFO : Epoch 1835 | loss: 0.031146 | val_loss: 0.0311611 | Time: 10725 ms
[2021-05-28 23:08:58 main:574] : INFO : Epoch 1836 | loss: 0.0311463 | val_loss: 0.031164 | Time: 10892.9 ms
[2021-05-28 23:09:08 main:574] : INFO : Epoch 1837 | loss: 0.0311525 | val_loss: 0.0311795 | Time: 10256.3 ms
[2021-05-28 23:09:19 main:574] : INFO : Epoch 1838 | loss: 0.0311501 | val_loss: 0.0311618 | Time: 10222.6 ms
[2021-05-28 23:09:29 main:574] : INFO : Epoch 1839 | loss: 0.031148 | val_loss: 0.0311761 | Time: 10618.5 ms
[2021-05-28 23:09:41 main:574] : INFO : Epoch 1840 | loss: 0.0311564 | val_loss: 0.0311624 | Time: 11252.2 ms
[2021-05-28 23:09:51 main:574] : INFO : Epoch 1841 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 10449.9 ms
[2021-05-28 23:10:02 main:574] : INFO : Epoch 1842 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 10728.2 ms
[2021-05-28 23:10:12 main:574] : INFO : Epoch 1843 | loss: 0.0311452 | val_loss: 0.0311667 | Time: 10313.9 ms
[2021-05-28 23:10:22 main:574] : INFO : Epoch 1844 | loss: 0.0311462 | val_loss: 0.0311613 | Time: 10001.2 ms
[2021-05-28 23:10:33 main:574] : INFO : Epoch 1845 | loss: 0.0311451 | val_loss: 0.0311577 | Time: 11058.7 ms
[2021-05-28 23:10:43 main:574] : INFO : Epoch 1846 | loss: 0.0311443 | val_loss: 0.031159 | Time: 9349.55 ms
[2021-05-28 23:10:53 main:574] : INFO : Epoch 1847 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 10343.2 ms
[2021-05-28 23:11:03 main:574] : INFO : Epoch 1848 | loss: 0.0311438 | val_loss: 0.0311627 | Time: 10316.2 ms
[2021-05-28 23:11:14 main:574] : INFO : Epoch 1849 | loss: 0.0311445 | val_loss: 0.0311587 | Time: 10306.2 ms
[2021-05-28 23:11:24 main:574] : INFO : Epoch 1850 | loss: 0.0311436 | val_loss: 0.0311685 | Time: 10321.1 ms
[2021-05-28 23:11:35 main:574] : INFO : Epoch 1851 | loss: 0.0311458 | val_loss: 0.031159 | Time: 10824.8 ms
[2021-05-28 23:11:45 main:574] : INFO : Epoch 1852 | loss: 0.0311456 | val_loss: 0.0311643 | Time: 10184.5 ms
[2021-05-28 23:11:56 main:574] : INFO : Epoch 1853 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 10582.4 ms
[2021-05-28 23:12:06 main:574] : INFO : Epoch 1854 | loss: 0.0311448 | val_loss: 0.0311621 | Time: 10604.6 ms
[2021-05-28 23:12:17 main:574] : INFO : Epoch 1855 | loss: 0.031148 | val_loss: 0.0311616 | Time: 10470.2 ms
[2021-05-28 23:12:27 main:574] : INFO : Epoch 1856 | loss: 0.031144 | val_loss: 0.0311613 | Time: 9891.78 ms
[2021-05-28 23:12:38 main:574] : INFO : Epoch 1857 | loss: 0.0311441 | val_loss: 0.0311634 | Time: 10645.9 ms
[2021-05-28 23:12:49 main:574] : INFO : Epoch 1858 | loss: 0.0311458 | val_loss: 0.031161 | Time: 11034.3 ms
[2021-05-28 23:12:59 main:574] : INFO : Epoch 1859 | loss: 0.03115 | val_loss: 0.0311662 | Time: 10238.2 ms
[2021-05-28 23:13:10 main:574] : INFO : Epoch 1860 | loss: 0.0311444 | val_loss: 0.0311611 | Time: 10550.2 ms
[2021-05-28 23:13:20 main:574] : INFO : Epoch 1861 | loss: 0.0311445 | val_loss: 0.0311624 | Time: 10307.1 ms
[2021-05-28 23:13:30 main:574] : INFO : Epoch 1862 | loss: 0.031144 | val_loss: 0.0311614 | Time: 10370 ms
[2021-05-28 23:13:41 main:574] : INFO : Epoch 1863 | loss: 0.0311438 | val_loss: 0.0311655 | Time: 11027 ms
[2021-05-28 23:13:52 main:574] : INFO : Epoch 1864 | loss: 0.0311449 | val_loss: 0.0311612 | Time: 10757.6 ms
[2021-05-28 23:14:03 main:574] : INFO : Epoch 1865 | loss: 0.0311442 | val_loss: 0.0311586 | Time: 10401.8 ms
[2021-05-28 23:14:13 main:574] : INFO : Epoch 1866 | loss: 0.0311429 | val_loss: 0.0311612 | Time: 10618.6 ms
[2021-05-28 23:14:23 main:574] : INFO : Epoch 1867 | loss: 0.0311411 | val_loss: 0.0311643 | Time: 9631.78 ms
[2021-05-28 23:14:33 main:574] : INFO : Epoch 1868 | loss: 0.0311535 | val_loss: 0.0311767 | Time: 10450.2 ms
[2021-05-28 23:14:44 main:574] : INFO : Epoch 1869 | loss: 0.0311494 | val_loss: 0.0311608 | Time: 10903.3 ms
[2021-05-28 23:14:55 main:574] : INFO : Epoch 1870 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 10463.9 ms
[2021-05-28 23:15:06 main:574] : INFO : Epoch 1871 | loss: 0.0311449 | val_loss: 0.0311601 | Time: 10945.5 ms
[2021-05-28 23:15:17 main:574] : INFO : Epoch 1872 | loss: 0.0311482 | val_loss: 0.03116 | Time: 10653.3 ms
[2021-05-28 23:15:28 main:574] : INFO : Epoch 1873 | loss: 0.0311465 | val_loss: 0.0311612 | Time: 11236.7 ms
[2021-05-28 23:15:39 main:574] : INFO : Epoch 1874 | loss: 0.0311449 | val_loss: 0.0311662 | Time: 10732.4 ms
[2021-05-28 23:15:50 main:574] : INFO : Epoch 1875 | loss: 0.0311473 | val_loss: 0.031161 | Time: 11076.6 ms
[2021-05-28 23:16:01 main:574] : INFO : Epoch 1876 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 11146.2 ms
[2021-05-28 23:16:11 main:574] : INFO : Epoch 1877 | loss: 0.0311454 | val_loss: 0.0311597 | Time: 10452.8 ms
[2021-05-28 23:16:22 main:574] : INFO : Epoch 1878 | loss: 0.0311446 | val_loss: 0.0311661 | Time: 10677.9 ms
[2021-05-28 23:16:33 main:574] : INFO : Epoch 1879 | loss: 0.0311442 | val_loss: 0.0311617 | Time: 10487.2 ms
[2021-05-28 23:16:43 main:574] : INFO : Epoch 1880 | loss: 0.0311457 | val_loss: 0.0311577 | Time: 9953.15 ms
[2021-05-28 23:16:53 main:574] : INFO : Epoch 1881 | loss: 0.0311461 | val_loss: 0.031161 | Time: 10602.4 ms
[2021-05-28 23:17:04 main:574] : INFO : Epoch 1882 | loss: 0.0311464 | val_loss: 0.0311589 | Time: 10673.2 ms
[2021-05-28 23:17:14 main:574] : INFO : Epoch 1883 | loss: 0.0311451 | val_loss: 0.0311613 | Time: 10093.3 ms
[2021-05-28 23:17:24 main:574] : INFO : Epoch 1884 | loss: 0.0311455 | val_loss: 0.0311606 | Time: 9441.64 ms
[2021-05-28 23:17:34 main:574] : INFO : Epoch 1885 | loss: 0.0311481 | val_loss: 0.0311662 | Time: 10361.9 ms
[2021-05-28 23:17:45 main:574] : INFO : Epoch 1886 | loss: 0.0311519 | val_loss: 0.0311742 | Time: 10997.7 ms
[2021-05-28 23:17:55 main:574] : INFO : Epoch 1887 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 10002.7 ms
[2021-05-28 23:18:06 main:574] : INFO : Epoch 1888 | loss: 0.0311425 | val_loss: 0.0311677 | Time: 10418.2 ms
[2021-05-28 23:18:17 main:574] : INFO : Epoch 1889 | loss: 0.0311464 | val_loss: 0.0311608 | Time: 10666.1 ms
[2021-05-28 23:18:27 main:574] : INFO : Epoch 1890 | loss: 0.031144 | val_loss: 0.0311594 | Time: 10558.7 ms
[2021-05-28 23:18:38 main:574] : INFO : Epoch 1891 | loss: 0.031142 | val_loss: 0.0311596 | Time: 10518.2 ms
[2021-05-28 23:18:49 main:574] : INFO : Epoch 1892 | loss: 0.0311432 | val_loss: 0.0311609 | Time: 10773.1 ms
[2021-05-28 23:18:59 main:574] : INFO : Epoch 1893 | loss: 0.031142 | val_loss: 0.0311584 | Time: 10193.8 ms
[2021-05-28 23:19:09 main:574] : INFO : Epoch 1894 | loss: 0.0311437 | val_loss: 0.03116 | Time: 9809.24 ms
[2021-05-28 23:19:18 main:574] : INFO : Epoch 1895 | loss: 0.0311448 | val_loss: 0.0311592 | Time: 9539.84 ms
[2021-05-28 23:19:29 main:574] : INFO : Epoch 1896 | loss: 0.031144 | val_loss: 0.0311659 | Time: 10731.1 ms
[2021-05-28 23:19:39 main:574] : INFO : Epoch 1897 | loss: 0.0311505 | val_loss: 0.0311601 | Time: 10275.9 ms
[2021-05-28 23:19:49 main:574] : INFO : Epoch 1898 | loss: 0.0311471 | val_loss: 0.0311586 | Time: 9816.09 ms
[2021-05-28 23:20:00 main:574] : INFO : Epoch 1899 | loss: 0.0311447 | val_loss: 0.0311594 | Time: 10284.9 ms
[2021-05-28 23:20:10 main:574] : INFO : Epoch 1900 | loss: 0.031144 | val_loss: 0.031158 | Time: 10683.3 ms
[2021-05-28 23:20:21 main:574] : INFO : Epoch 1901 | loss: 0.0311443 | val_loss: 0.0311628 | Time: 10398.7 ms
[2021-05-28 23:20:31 main:574] : INFO : Epoch 1902 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 10391.8 ms
[2021-05-28 23:20:42 main:574] : INFO : Epoch 1903 | loss: 0.0311461 | val_loss: 0.0311631 | Time: 10285.9 ms
[2021-05-28 23:20:52 main:574] : INFO : Epoch 1904 | loss: 0.0311491 | val_loss: 0.0311626 | Time: 10131.4 ms
[2021-05-28 23:21:02 main:574] : INFO : Epoch 1905 | loss: 0.0311432 | val_loss: 0.0311566 | Time: 9733.88 ms
[2021-05-28 23:21:12 main:574] : INFO : Epoch 1906 | loss: 0.0311417 | val_loss: 0.0311621 | Time: 10732.1 ms
[2021-05-28 23:21:23 main:574] : INFO : Epoch 1907 | loss: 0.0311403 | val_loss: 0.0311572 | Time: 10826.4 ms
[2021-05-28 23:21:33 main:574] : INFO : Epoch 1908 | loss: 0.0311402 | val_loss: 0.0311566 | Time: 10265.2 ms
[2021-05-28 23:21:44 main:574] : INFO : Epoch 1909 | loss: 0.031141 | val_loss: 0.0311565 | Time: 10580.7 ms
[2021-05-28 23:21:55 main:574] : INFO : Epoch 1910 | loss: 0.0311395 | val_loss: 0.0311561 | Time: 11051.8 ms
[2021-05-28 23:22:06 main:574] : INFO : Epoch 1911 | loss: 0.0311388 | val_loss: 0.0311587 | Time: 10771.2 ms
[2021-05-28 23:22:17 main:574] : INFO : Epoch 1912 | loss: 0.03114 | val_loss: 0.0311582 | Time: 10533.1 ms
[2021-05-28 23:22:27 main:574] : INFO : Epoch 1913 | loss: 0.0311465 | val_loss: 0.0311672 | Time: 9904.35 ms
[2021-05-28 23:22:37 main:574] : INFO : Epoch 1914 | loss: 0.0311475 | val_loss: 0.0311606 | Time: 10378.7 ms
[2021-05-28 23:22:48 main:574] : INFO : Epoch 1915 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 10861.2 ms
[2021-05-28 23:22:59 main:574] : INFO : Epoch 1916 | loss: 0.0311405 | val_loss: 0.0311664 | Time: 10595.8 ms
[2021-05-28 23:23:09 main:574] : INFO : Epoch 1917 | loss: 0.0311406 | val_loss: 0.0311559 | Time: 10115.3 ms
[2021-05-28 23:23:19 main:574] : INFO : Epoch 1918 | loss: 0.0311427 | val_loss: 0.0311575 | Time: 9642.37 ms
[2021-05-28 23:23:29 main:574] : INFO : Epoch 1919 | loss: 0.0311459 | val_loss: 0.0311575 | Time: 10313.6 ms
[2021-05-28 23:23:39 main:574] : INFO : Epoch 1920 | loss: 0.0311438 | val_loss: 0.0311573 | Time: 10276.8 ms
[2021-05-28 23:23:50 main:574] : INFO : Epoch 1921 | loss: 0.0311429 | val_loss: 0.0311588 | Time: 10570.5 ms
[2021-05-28 23:24:00 main:574] : INFO : Epoch 1922 | loss: 0.0311443 | val_loss: 0.0311646 | Time: 9813.49 ms
[2021-05-28 23:24:10 main:574] : INFO : Epoch 1923 | loss: 0.0311455 | val_loss: 0.0311579 | Time: 9831.99 ms
[2021-05-28 23:24:21 main:574] : INFO : Epoch 1924 | loss: 0.0311449 | val_loss: 0.0311599 | Time: 11057.6 ms
[2021-05-28 23:24:32 main:574] : INFO : Epoch 1925 | loss: 0.0311458 | val_loss: 0.0311594 | Time: 11202.1 ms
[2021-05-28 23:24:42 main:574] : INFO : Epoch 1926 | loss: 0.0311462 | val_loss: 0.031164 | Time: 9606.84 ms
[2021-05-28 23:24:53 main:574] : INFO : Epoch 1927 | loss: 0.0311477 | val_loss: 0.031169 | Time: 10984.3 ms
[2021-05-28 23:25:03 main:574] : INFO : Epoch 1928 | loss: 0.0311488 | val_loss: 0.0311643 | Time: 10185.2 ms
[2021-05-28 23:25:13 main:574] : INFO : Epoch 1929 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 10208.6 ms
[2021-05-28 23:25:24 main:574] : INFO : Epoch 1930 | loss: 0.0311442 | val_loss: 0.0311653 | Time: 10922.7 ms
[2021-05-28 23:25:34 main:574] : INFO : Epoch 1931 | loss: 0.0311453 | val_loss: 0.0311666 | Time: 10004.9 ms
[2021-05-28 23:25:44 main:574] : INFO : Epoch 1932 | loss: 0.0311466 | val_loss: 0.0311578 | Time: 9910.08 ms
[2021-05-28 23:25:54 main:574] : INFO : Epoch 1933 | loss: 0.0311451 | val_loss: 0.0311589 | Time: 10056.4 ms
[2021-05-28 23:26:05 main:574] : INFO : Epoch 1934 | loss: 0.0311448 | val_loss: 0.0311586 | Time: 10877 ms
[2021-05-28 23:26:15 main:574] : INFO : Epoch 1935 | loss: 0.0311449 | val_loss: 0.0311589 | Time: 10084 ms
[2021-05-28 23:26:27 main:574] : INFO : Epoch 1936 | loss: 0.0311496 | val_loss: 0.0311618 | Time: 11006.8 ms
[2021-05-28 23:26:37 main:574] : INFO : Epoch 1937 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 10687.4 ms
[2021-05-28 23:26:48 main:574] : INFO : Epoch 1938 | loss: 0.0311452 | val_loss: 0.0311578 | Time: 10254.2 ms
[2021-05-28 23:26:59 main:574] : INFO : Epoch 1939 | loss: 0.0311457 | val_loss: 0.0311558 | Time: 11074.5 ms
[2021-05-28 23:27:09 main:574] : INFO : Epoch 1940 | loss: 0.0311468 | val_loss: 0.0311587 | Time: 10323.5 ms
[2021-05-28 23:27:19 main:574] : INFO : Epoch 1941 | loss: 0.0311539 | val_loss: 0.0311618 | Time: 10182.6 ms
[2021-05-28 23:27:30 main:574] : INFO : Epoch 1942 | loss: 0.0311558 | val_loss: 0.0311692 | Time: 10318.2 ms
[2021-05-28 23:27:41 main:574] : INFO : Epoch 1943 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 11181.3 ms
[2021-05-28 23:27:52 main:574] : INFO : Epoch 1944 | loss: 0.0311562 | val_loss: 0.0311695 | Time: 10731.1 ms
[2021-05-28 23:28:02 main:574] : INFO : Epoch 1945 | loss: 0.0311569 | val_loss: 0.031165 | Time: 10861.7 ms
[2021-05-28 23:28:13 main:574] : INFO : Epoch 1946 | loss: 0.0311556 | val_loss: 0.0311648 | Time: 10748.5 ms
[2021-05-28 23:28:24 main:574] : INFO : Epoch 1947 | loss: 0.0311545 | val_loss: 0.0311646 | Time: 10521.4 ms
[2021-05-28 23:28:35 main:574] : INFO : Epoch 1948 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 10790.6 ms
[2021-05-28 23:28:46 main:574] : INFO : Epoch 1949 | loss: 0.0311549 | val_loss: 0.0311659 | Time: 11346.6 ms
[2021-05-28 23:28:57 main:574] : INFO : Epoch 1950 | loss: 0.0311545 | val_loss: 0.0311686 | Time: 10378.7 ms
[2021-05-28 23:29:06 main:574] : INFO : Epoch 1951 | loss: 0.0311568 | val_loss: 0.0311634 | Time: 9751.19 ms
[2021-05-28 23:29:17 main:574] : INFO : Epoch 1952 | loss: 0.0311509 | val_loss: 0.0311642 | Time: 10367.4 ms
[2021-05-28 23:29:28 main:574] : INFO : Epoch 1953 | loss: 0.0311505 | val_loss: 0.0311653 | Time: 11072.8 ms
[2021-05-28 23:29:38 main:574] : INFO : Epoch 1954 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 10534.9 ms
[2021-05-28 23:29:49 main:574] : INFO : Epoch 1955 | loss: 0.031149 | val_loss: 0.0311648 | Time: 10206.3 ms
[2021-05-28 23:29:59 main:574] : INFO : Epoch 1956 | loss: 0.0311536 | val_loss: 0.0311616 | Time: 10669 ms
[2021-05-28 23:30:11 main:574] : INFO : Epoch 1957 | loss: 0.0311496 | val_loss: 0.0311628 | Time: 11053.5 ms
[2021-05-28 23:30:21 main:574] : INFO : Epoch 1958 | loss: 0.0311477 | val_loss: 0.0311647 | Time: 10767.6 ms
[2021-05-28 23:30:32 main:574] : INFO : Epoch 1959 | loss: 0.0311464 | val_loss: 0.0311634 | Time: 10334.6 ms
[2021-05-28 23:30:42 main:574] : INFO : Epoch 1960 | loss: 0.0311448 | val_loss: 0.0311619 | Time: 10105.7 ms
[2021-05-28 23:30:53 main:574] : INFO : Epoch 1961 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 10634 ms
[2021-05-28 23:31:03 main:574] : INFO : Epoch 1962 | loss: 0.0311453 | val_loss: 0.0311638 | Time: 10368.1 ms
[2021-05-28 23:31:13 main:574] : INFO : Epoch 1963 | loss: 0.031144 | val_loss: 0.0311613 | Time: 10509.3 ms
[2021-05-28 23:31:24 main:574] : INFO : Epoch 1964 | loss: 0.0311438 | val_loss: 0.0311611 | Time: 10714.2 ms
[2021-05-28 23:31:34 main:574] : INFO : Epoch 1965 | loss: 0.031143 | val_loss: 0.0311626 | Time: 9866.93 ms
[2021-05-28 23:31:44 main:574] : INFO : Epoch 1966 | loss: 0.0311445 | val_loss: 0.0311604 | Time: 9898.17 ms
[2021-05-28 23:31:55 main:574] : INFO : Epoch 1967 | loss: 0.0311446 | val_loss: 0.0311593 | Time: 11151 ms
[2021-05-28 23:32:06 main:574] : INFO : Epoch 1968 | loss: 0.0311463 | val_loss: 0.0311606 | Time: 10680.8 ms
[2021-05-28 23:32:15 main:574] : INFO : Epoch 1969 | loss: 0.0311501 | val_loss: 0.0311622 | Time: 9287.93 ms
[2021-05-28 23:32:26 main:574] : INFO : Epoch 1970 | loss: 0.0311477 | val_loss: 0.0311641 | Time: 10903.7 ms
[2021-05-28 23:32:37 main:574] : INFO : Epoch 1971 | loss: 0.0311469 | val_loss: 0.0311588 | Time: 10291 ms
[2021-05-28 23:32:47 main:574] : INFO : Epoch 1972 | loss: 0.0311447 | val_loss: 0.0311591 | Time: 9950.64 ms
[2021-05-28 23:32:58 main:574] : INFO : Epoch 1973 | loss: 0.0311448 | val_loss: 0.0311602 | Time: 11414.8 ms
[2021-05-28 23:33:09 main:574] : INFO : Epoch 1974 | loss: 0.0311511 | val_loss: 0.0311697 | Time: 10520.6 ms
[2021-05-28 23:33:20 main:574] : INFO : Epoch 1975 | loss: 0.0311476 | val_loss: 0.0311629 | Time: 10835.4 ms
[2021-05-28 23:33:30 main:574] : INFO : Epoch 1976 | loss: 0.0311494 | val_loss: 0.0311604 | Time: 10525.4 ms
[2021-05-28 23:33:41 main:574] : INFO : Epoch 1977 | loss: 0.0311448 | val_loss: 0.0311591 | Time: 10645.9 ms
[2021-05-28 23:33:52 main:574] : INFO : Epoch 1978 | loss: 0.0311439 | val_loss: 0.0311582 | Time: 10601.7 ms
[2021-05-28 23:34:02 main:574] : INFO : Epoch 1979 | loss: 0.031147 | val_loss: 0.0311607 | Time: 10894.6 ms
[2021-05-28 23:34:13 main:574] : INFO : Epoch 1980 | loss: 0.0311457 | val_loss: 0.0311603 | Time: 10549.3 ms
[2021-05-28 23:34:24 main:574] : INFO : Epoch 1981 | loss: 0.0311448 | val_loss: 0.0311615 | Time: 10564.2 ms
[2021-05-28 23:34:34 main:574] : INFO : Epoch 1982 | loss: 0.0311435 | val_loss: 0.0311598 | Time: 9894.76 ms
[2021-05-28 23:34:43 main:574] : INFO : Epoch 1983 | loss: 0.0311418 | val_loss: 0.0311601 | Time: 9468.22 ms
[2021-05-28 23:34:54 main:574] : INFO : Epoch 1984 | loss: 0.0311408 | val_loss: 0.0311682 | Time: 10869.3 ms
[2021-05-28 23:35:04 main:574] : INFO : Epoch 1985 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 10087.7 ms
[2021-05-28 23:35:14 main:574] : INFO : Epoch 1986 | loss: 0.0311445 | val_loss: 0.0311647 | Time: 10159.7 ms
[2021-05-28 23:35:25 main:574] : INFO : Epoch 1987 | loss: 0.0311465 | val_loss: 0.0311612 | Time: 10529.1 ms
[2021-05-28 23:35:35 main:574] : INFO : Epoch 1988 | loss: 0.0311433 | val_loss: 0.0311629 | Time: 9936.14 ms
[2021-05-28 23:35:45 main:574] : INFO : Epoch 1989 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 10541.2 ms
[2021-05-28 23:35:56 main:574] : INFO : Epoch 1990 | loss: 0.0311437 | val_loss: 0.0311632 | Time: 10441.8 ms
[2021-05-28 23:36:06 main:574] : INFO : Epoch 1991 | loss: 0.0311406 | val_loss: 0.0311589 | Time: 10322.6 ms
[2021-05-28 23:36:18 main:574] : INFO : Epoch 1992 | loss: 0.031142 | val_loss: 0.0311593 | Time: 11188.5 ms
[2021-05-28 23:36:28 main:574] : INFO : Epoch 1993 | loss: 0.0311444 | val_loss: 0.0311623 | Time: 10866.3 ms
[2021-05-28 23:36:40 main:574] : INFO : Epoch 1994 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 11056.6 ms
[2021-05-28 23:36:50 main:574] : INFO : Epoch 1995 | loss: 0.0311417 | val_loss: 0.0311579 | Time: 10876.1 ms
[2021-05-28 23:37:01 main:574] : INFO : Epoch 1996 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 10547.2 ms
[2021-05-28 23:37:12 main:574] : INFO : Epoch 1997 | loss: 0.0311394 | val_loss: 0.0311607 | Time: 11084.3 ms
[2021-05-28 23:37:23 main:574] : INFO : Epoch 1998 | loss: 0.031139 | val_loss: 0.0311598 | Time: 10200.3 ms
[2021-05-28 23:37:33 main:574] : INFO : Epoch 1999 | loss: 0.031139 | val_loss: 0.031171 | Time: 10166.1 ms
[2021-05-28 23:37:43 main:574] : INFO : Epoch 2000 | loss: 0.0311465 | val_loss: 0.0311591 | Time: 9838.96 ms
[2021-05-28 23:37:54 main:574] : INFO : Epoch 2001 | loss: 0.0311424 | val_loss: 0.0311585 | Time: 11005.2 ms
[2021-05-28 23:38:05 main:574] : INFO : Epoch 2002 | loss: 0.0311432 | val_loss: 0.0311634 | Time: 10997.7 ms
[2021-05-28 23:38:15 main:574] : INFO : Epoch 2003 | loss: 0.0311457 | val_loss: 0.0311619 | Time: 10450.1 ms
[2021-05-28 23:38:25 main:574] : INFO : Epoch 2004 | loss: 0.0311468 | val_loss: 0.0311602 | Time: 9961.06 ms
[2021-05-28 23:38:35 main:574] : INFO : Epoch 2005 | loss: 0.0311519 | val_loss: 0.0311575 | Time: 9847.85 ms
[2021-05-28 23:38:46 main:574] : INFO : Epoch 2006 | loss: 0.0311501 | val_loss: 0.0311559 | Time: 11067.5 ms
[2021-05-28 23:38:57 main:574] : INFO : Epoch 2007 | loss: 0.0311523 | val_loss: 0.031159 | Time: 10863.4 ms
[2021-05-28 23:39:08 main:574] : INFO : Epoch 2008 | loss: 0.031151 | val_loss: 0.0311608 | Time: 10442.1 ms
[2021-05-28 23:39:19 main:574] : INFO : Epoch 2009 | loss: 0.0311473 | val_loss: 0.0311628 | Time: 11115.6 ms
[2021-05-28 23:39:29 main:574] : INFO : Epoch 2010 | loss: 0.0311446 | val_loss: 0.0311546 | Time: 10648.5 ms
[2021-05-28 23:39:39 main:574] : INFO : Epoch 2011 | loss: 0.0311428 | val_loss: 0.0311562 | Time: 9563.66 ms
[2021-05-28 23:39:50 main:574] : INFO : Epoch 2012 | loss: 0.0311433 | val_loss: 0.0311583 | Time: 10859.3 ms
[2021-05-28 23:40:00 main:574] : INFO : Epoch 2013 | loss: 0.0311434 | val_loss: 0.0311554 | Time: 10300.3 ms
[2021-05-28 23:40:11 main:574] : INFO : Epoch 2014 | loss: 0.0311429 | val_loss: 0.0311588 | Time: 11121 ms
[2021-05-28 23:40:22 main:574] : INFO : Epoch 2015 | loss: 0.0311426 | val_loss: 0.0311542 | Time: 10860.6 ms
[2021-05-28 23:40:33 main:574] : INFO : Epoch 2016 | loss: 0.0311438 | val_loss: 0.0311643 | Time: 10150.9 ms
[2021-05-28 23:40:43 main:574] : INFO : Epoch 2017 | loss: 0.031149 | val_loss: 0.0311624 | Time: 10776.8 ms
[2021-05-28 23:40:55 main:574] : INFO : Epoch 2018 | loss: 0.0311401 | val_loss: 0.0311557 | Time: 11124.4 ms
[2021-05-28 23:41:05 main:574] : INFO : Epoch 2019 | loss: 0.0311419 | val_loss: 0.0311604 | Time: 10274.8 ms
[2021-05-28 23:41:15 main:574] : INFO : Epoch 2020 | loss: 0.0311382 | val_loss: 0.0311555 | Time: 10180.1 ms
[2021-05-28 23:41:26 main:574] : INFO : Epoch 2021 | loss: 0.0311405 | val_loss: 0.0311568 | Time: 10912.7 ms
[2021-05-28 23:41:37 main:574] : INFO : Epoch 2022 | loss: 0.0311392 | val_loss: 0.0311576 | Time: 10771.2 ms
[2021-05-28 23:41:48 main:574] : INFO : Epoch 2023 | loss: 0.0311417 | val_loss: 0.0311684 | Time: 11259.3 ms
[2021-05-28 23:41:59 main:574] : INFO : Epoch 2024 | loss: 0.0311423 | val_loss: 0.0311581 | Time: 10716.7 ms
[2021-05-28 23:42:10 main:574] : INFO : Epoch 2025 | loss: 0.0311398 | val_loss: 0.0311588 | Time: 11419.4 ms
[2021-05-28 23:42:21 main:574] : INFO : Epoch 2026 | loss: 0.0311386 | val_loss: 0.0311584 | Time: 10768.4 ms
[2021-05-28 23:42:32 main:574] : INFO : Epoch 2027 | loss: 0.0311374 | val_loss: 0.0311568 | Time: 10678.8 ms
[2021-05-28 23:42:42 main:574] : INFO : Epoch 2028 | loss: 0.0311376 | val_loss: 0.0311648 | Time: 10126.2 ms
[2021-05-28 23:42:52 main:574] : INFO : Epoch 2029 | loss: 0.0311448 | val_loss: 0.0311693 | Time: 9802.72 ms
[2021-05-28 23:43:03 main:574] : INFO : Epoch 2030 | loss: 0.0311418 | val_loss: 0.0311593 | Time: 10882.3 ms
[2021-05-28 23:43:14 main:574] : INFO : Epoch 2031 | loss: 0.0311394 | val_loss: 0.0311628 | Time: 10965.7 ms
[2021-05-28 23:43:24 main:574] : INFO : Epoch 2032 | loss: 0.0311394 | val_loss: 0.0311677 | Time: 10364.5 ms
[2021-05-28 23:43:35 main:574] : INFO : Epoch 2033 | loss: 0.0311415 | val_loss: 0.0311592 | Time: 11033.9 ms
[2021-05-28 23:43:45 main:574] : INFO : Epoch 2034 | loss: 0.0311358 | val_loss: 0.0311604 | Time: 9865.29 ms
[2021-05-28 23:43:56 main:574] : INFO : Epoch 2035 | loss: 0.0311364 | val_loss: 0.0311589 | Time: 10846.2 ms
[2021-05-28 23:44:07 main:574] : INFO : Epoch 2036 | loss: 0.0311345 | val_loss: 0.031158 | Time: 10381.2 ms
[2021-05-28 23:44:17 main:574] : INFO : Epoch 2037 | loss: 0.0311357 | val_loss: 0.0311615 | Time: 10805.2 ms
[2021-05-28 23:44:28 main:574] : INFO : Epoch 2038 | loss: 0.0311346 | val_loss: 0.031161 | Time: 10601.9 ms
[2021-05-28 23:44:38 main:574] : INFO : Epoch 2039 | loss: 0.0311379 | val_loss: 0.031168 | Time: 9521.53 ms
[2021-05-28 23:44:47 main:574] : INFO : Epoch 2040 | loss: 0.0311341 | val_loss: 0.0311592 | Time: 8419.11 ms
[2021-05-28 23:44:57 main:574] : INFO : Epoch 2041 | loss: 0.0311336 | val_loss: 0.0311577 | Time: 9741.46 ms
[2021-05-28 23:45:08 main:574] : INFO : Epoch 2042 | loss: 0.0311352 | val_loss: 0.0311576 | Time: 11282.2 ms
[2021-05-28 23:45:19 main:574] : INFO : Epoch 2043 | loss: 0.0311367 | val_loss: 0.031159 | Time: 11187.9 ms
[2021-05-28 23:45:29 main:574] : INFO : Epoch 2044 | loss: 0.0311358 | val_loss: 0.0311583 | Time: 10098.7 ms
[2021-05-28 23:45:40 main:574] : INFO : Epoch 2045 | loss: 0.0311351 | val_loss: 0.0311584 | Time: 11078.2 ms
[2021-05-28 23:45:51 main:574] : INFO : Epoch 2046 | loss: 0.0311345 | val_loss: 0.0311596 | Time: 10911.8 ms
[2021-05-28 23:46:02 main:574] : INFO : Epoch 2047 | loss: 0.031136 | val_loss: 0.0311626 | Time: 10890.5 ms
[2021-05-28 23:46:13 main:574] : INFO : Epoch 2048 | loss: 0.0311339 | val_loss: 0.031158 | Time: 10301.2 ms
[2021-05-28 23:46:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031158
[2021-05-28 23:46:13 main:603] : INFO : Saving end state to config to file
[2021-05-28 23:46:13 main:608] : INFO : Success, exiting..
23:46:13 (51348): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)