Task 3743867
| Name | ParityModified-1609262910-10688-4_0 |
| Workunit | 1923776 |
| Created | 20 Jan 2021, 15:18:27 UTC |
| Sent | 21 Jan 2021, 21:08:44 UTC |
| Report deadline | 28 Jan 2021, 21:08:44 UTC |
| Received | 22 Jan 2021, 6:54:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 15 sec |
| CPU time | 54 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 22:35:56 main:574] : INFO : Epoch 1542 | loss: 0.0311527 | val_loss: 0.0311766 | Time: 1640.37 ms [2021-01-21 22:35:57 main:574] : INFO : Epoch 1543 | loss: 0.0311515 | val_loss: 0.031173 | Time: 1567.93 ms [2021-01-21 22:35:59 main:574] : INFO : Epoch 1544 | loss: 0.0311519 | val_loss: 0.0311807 | Time: 1669.14 ms [2021-01-21 22:36:00 main:574] : INFO : Epoch 1545 | loss: 0.0311556 | val_loss: 0.0311817 | Time: 1596.92 ms [2021-01-21 22:36:02 main:574] : INFO : Epoch 1546 | loss: 0.0311568 | val_loss: 0.0311767 | Time: 1551.72 ms [2021-01-21 22:36:04 main:574] : INFO : Epoch 1547 | loss: 0.0311546 | val_loss: 0.0311756 | Time: 1617.47 ms [2021-01-21 22:36:05 main:574] : INFO : Epoch 1548 | loss: 0.0311536 | val_loss: 0.0311739 | Time: 1659.65 ms [2021-01-21 22:36:07 main:574] : INFO : Epoch 1549 | loss: 0.0311527 | val_loss: 0.0311714 | Time: 1608.16 ms [2021-01-21 22:36:08 main:574] : INFO : Epoch 1550 | loss: 0.0311533 | val_loss: 0.0311744 | Time: 1541.91 ms [2021-01-21 22:36:10 main:574] : INFO : Epoch 1551 | loss: 0.0311518 | val_loss: 0.031174 | Time: 1629 ms [2021-01-21 22:36:12 main:574] : INFO : Epoch 1552 | loss: 0.0311528 | val_loss: 0.0311757 | Time: 1614.1 ms [2021-01-21 22:36:13 main:574] : INFO : Epoch 1553 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 1591 ms [2021-01-21 22:36:15 main:574] : INFO : Epoch 1554 | loss: 0.031155 | val_loss: 0.0311707 | Time: 1591.58 ms [2021-01-21 22:36:17 main:574] : INFO : Epoch 1555 | loss: 0.0311543 | val_loss: 0.0311708 | Time: 1581.36 ms [2021-01-21 22:36:18 main:574] : INFO : Epoch 1556 | loss: 0.0311538 | val_loss: 0.0311729 | Time: 1581.98 ms [2021-01-21 22:36:20 main:574] : INFO : Epoch 1557 | loss: 0.0311528 | val_loss: 0.031169 | Time: 1595.83 ms [2021-01-21 22:36:21 main:574] : INFO : Epoch 1558 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 1619.22 ms [2021-01-21 22:36:23 main:574] : INFO : Epoch 1559 | loss: 0.0311515 | val_loss: 0.0311716 | Time: 1607.35 ms [2021-01-21 22:36:25 main:574] : INFO : Epoch 1560 | loss: 0.0311513 | val_loss: 0.0311742 | Time: 1565.96 ms [2021-01-21 22:36:26 main:574] : INFO : Epoch 1561 | loss: 0.0311513 | val_loss: 0.0311707 | Time: 1550.27 ms [2021-01-21 22:36:28 main:574] : INFO : Epoch 1562 | loss: 0.0311511 | val_loss: 0.0311711 | Time: 1604.71 ms [2021-01-21 22:36:29 main:574] : INFO : Epoch 1563 | loss: 0.0311512 | val_loss: 0.03117 | Time: 1582.22 ms [2021-01-21 22:36:31 main:574] : INFO : Epoch 1564 | loss: 0.0311517 | val_loss: 0.031171 | Time: 1582 ms [2021-01-21 22:36:33 main:574] : INFO : Epoch 1565 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 1652.51 ms [2021-01-21 22:36:34 main:574] : INFO : Epoch 1566 | loss: 0.0311535 | val_loss: 0.03117 | Time: 1570.93 ms [2021-01-21 22:36:36 main:574] : INFO : Epoch 1567 | loss: 0.0311525 | val_loss: 0.0311708 | Time: 1566.87 ms [2021-01-21 22:36:37 main:574] : INFO : Epoch 1568 | loss: 0.0311527 | val_loss: 0.0311682 | Time: 1593.1 ms [2021-01-21 22:36:39 main:574] : INFO : Epoch 1569 | loss: 0.0311532 | val_loss: 0.0311742 | Time: 1598.83 ms [2021-01-21 22:36:41 main:574] : INFO : Epoch 1570 | loss: 0.031153 | val_loss: 0.0311709 | Time: 1560.73 ms [2021-01-21 22:36:42 main:574] : INFO : Epoch 1571 | loss: 0.0311541 | val_loss: 0.0311716 | Time: 1614.05 ms [2021-01-21 22:36:44 main:574] : INFO : Epoch 1572 | loss: 0.0311546 | val_loss: 0.0311679 | Time: 1641.89 ms [2021-01-21 22:36:45 main:574] : INFO : Epoch 1573 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 1572.26 ms [2021-01-21 22:36:47 main:574] : INFO : Epoch 1574 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 1608.54 ms [2021-01-21 22:36:49 main:574] : INFO : Epoch 1575 | loss: 0.0311513 | val_loss: 0.031169 | Time: 1579.86 ms [2021-01-21 22:36:50 main:574] : INFO : Epoch 1576 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 1595.13 ms [2021-01-21 22:36:52 main:574] : INFO : Epoch 1577 | loss: 0.0311499 | val_loss: 0.031168 | Time: 1596.15 ms [2021-01-21 22:36:53 main:574] : INFO : Epoch 1578 | loss: 0.0311523 | val_loss: 0.0311684 | Time: 1590.53 ms [2021-01-21 22:36:55 main:574] : INFO : Epoch 1579 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 1630.01 ms [2021-01-21 22:36:57 main:574] : INFO : Epoch 1580 | loss: 0.0311565 | val_loss: 0.0311661 | Time: 1583.89 ms [2021-01-21 22:36:58 main:574] : INFO : Epoch 1581 | loss: 0.0311565 | val_loss: 0.0311663 | Time: 1584.22 ms [2021-01-21 22:37:00 main:574] : INFO : Epoch 1582 | loss: 0.0311552 | val_loss: 0.0311687 | Time: 1602.24 ms [2021-01-21 22:37:01 main:574] : INFO : Epoch 1583 | loss: 0.031155 | val_loss: 0.031174 | Time: 1590.98 ms [2021-01-21 22:37:03 main:574] : INFO : Epoch 1584 | loss: 0.0311557 | val_loss: 0.0311728 | Time: 1588 ms [2021-01-21 22:37:05 main:574] : INFO : Epoch 1585 | loss: 0.0311572 | val_loss: 0.0311719 | Time: 1599.52 ms [2021-01-21 22:37:06 main:574] : INFO : Epoch 1586 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 1624.4 ms [2021-01-21 22:37:08 main:574] : INFO : Epoch 1587 | loss: 0.0311568 | val_loss: 0.0311664 | Time: 1609.42 ms [2021-01-21 22:37:10 main:574] : INFO : Epoch 1588 | loss: 0.0311558 | val_loss: 0.0311674 | Time: 1638.65 ms [2021-01-21 22:37:11 main:574] : INFO : Epoch 1589 | loss: 0.0311546 | val_loss: 0.0311699 | Time: 1609.47 ms [2021-01-21 22:37:13 main:574] : INFO : Epoch 1590 | loss: 0.031155 | val_loss: 0.0311693 | Time: 1574.53 ms [2021-01-21 22:37:14 main:574] : INFO : Epoch 1591 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 1580 ms [2021-01-21 22:37:16 main:574] : INFO : Epoch 1592 | loss: 0.031154 | val_loss: 0.0311705 | Time: 1614.36 ms [2021-01-21 22:37:18 main:574] : INFO : Epoch 1593 | loss: 0.0311534 | val_loss: 0.0311688 | Time: 1607.58 ms [2021-01-21 22:37:19 main:574] : INFO : Epoch 1594 | loss: 0.0311533 | val_loss: 0.0311729 | Time: 1602.23 ms [2021-01-21 22:37:21 main:574] : INFO : Epoch 1595 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 1616.91 ms [2021-01-21 22:37:23 main:574] : INFO : Epoch 1596 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 1593.65 ms [2021-01-21 22:37:24 main:574] : INFO : Epoch 1597 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 1603.73 ms [2021-01-21 22:37:26 main:574] : INFO : Epoch 1598 | loss: 0.0311494 | val_loss: 0.0311729 | Time: 1567.3 ms [2021-01-21 22:37:27 main:574] : INFO : Epoch 1599 | loss: 0.0311505 | val_loss: 0.0311699 | Time: 1597.45 ms [2021-01-21 22:37:29 main:574] : INFO : Epoch 1600 | loss: 0.0311493 | val_loss: 0.0311698 | Time: 1598.58 ms [2021-01-21 22:37:31 main:574] : INFO : Epoch 1601 | loss: 0.0311489 | val_loss: 0.0311708 | Time: 1602.43 ms [2021-01-21 22:37:32 main:574] : INFO : Epoch 1602 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 1629.96 ms [2021-01-21 22:37:34 main:574] : INFO : Epoch 1603 | loss: 0.03115 | val_loss: 0.031173 | Time: 1567.09 ms [2021-01-21 22:37:35 main:574] : INFO : Epoch 1604 | loss: 0.0311539 | val_loss: 0.0311744 | Time: 1567.31 ms [2021-01-21 22:37:37 main:574] : INFO : Epoch 1605 | loss: 0.0311553 | val_loss: 0.0311737 | Time: 1557.26 ms [2021-01-21 22:37:39 main:574] : INFO : Epoch 1606 | loss: 0.0311539 | val_loss: 0.0311715 | Time: 1603.69 ms [2021-01-21 22:37:40 main:574] : INFO : Epoch 1607 | loss: 0.031152 | val_loss: 0.0311724 | Time: 1586.46 ms [2021-01-21 22:37:42 main:574] : INFO : Epoch 1608 | loss: 0.0311509 | val_loss: 0.0311713 | Time: 1551.16 ms [2021-01-21 22:37:43 main:574] : INFO : Epoch 1609 | loss: 0.0311503 | val_loss: 0.0311737 | Time: 1632.92 ms [2021-01-21 22:37:45 main:574] : INFO : Epoch 1610 | loss: 0.0311499 | val_loss: 0.0311717 | Time: 1599.67 ms [2021-01-21 22:37:47 main:574] : INFO : Epoch 1611 | loss: 0.0311495 | val_loss: 0.0311737 | Time: 1623.38 ms [2021-01-21 22:37:48 main:574] : INFO : Epoch 1612 | loss: 0.0311498 | val_loss: 0.0311715 | Time: 1614.69 ms [2021-01-21 22:37:50 main:574] : INFO : Epoch 1613 | loss: 0.0311485 | val_loss: 0.0311726 | Time: 1594.49 ms [2021-01-21 22:37:51 main:574] : INFO : Epoch 1614 | loss: 0.0311476 | val_loss: 0.0311701 | Time: 1591.73 ms [2021-01-21 22:37:53 main:574] : INFO : Epoch 1615 | loss: 0.0311479 | val_loss: 0.0311724 | Time: 1624.41 ms [2021-01-21 22:37:55 main:574] : INFO : Epoch 1616 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 1609.12 ms [2021-01-21 22:37:56 main:574] : INFO : Epoch 1617 | loss: 0.0311467 | val_loss: 0.0311705 | Time: 1655.72 ms [2021-01-21 22:37:58 main:574] : INFO : Epoch 1618 | loss: 0.0311488 | val_loss: 0.0311727 | Time: 1586.87 ms [2021-01-21 22:38:00 main:574] : INFO : Epoch 1619 | loss: 0.0311526 | val_loss: 0.0311722 | Time: 1601.15 ms [2021-01-21 22:38:01 main:574] : INFO : Epoch 1620 | loss: 0.0311502 | val_loss: 0.03117 | Time: 1577.21 ms [2021-01-21 22:38:03 main:574] : INFO : Epoch 1621 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 1565.66 ms [2021-01-21 22:38:04 main:574] : INFO : Epoch 1622 | loss: 0.0311487 | val_loss: 0.0311702 | Time: 1573.78 ms [2021-01-21 22:38:06 main:574] : INFO : Epoch 1623 | loss: 0.0311476 | val_loss: 0.0311719 | Time: 1629.16 ms [2021-01-21 22:38:08 main:574] : INFO : Epoch 1624 | loss: 0.0311478 | val_loss: 0.0311702 | Time: 1586.31 ms [2021-01-21 22:38:09 main:574] : INFO : Epoch 1625 | loss: 0.0311469 | val_loss: 0.0311725 | Time: 1552.87 ms [2021-01-21 22:38:11 main:574] : INFO : Epoch 1626 | loss: 0.0311513 | val_loss: 0.0311728 | Time: 1595.89 ms [2021-01-21 22:38:12 main:574] : INFO : Epoch 1627 | loss: 0.0311574 | val_loss: 0.0311693 | Time: 1633.79 ms [2021-01-21 22:38:14 main:574] : INFO : Epoch 1628 | loss: 0.031153 | val_loss: 0.0311706 | Time: 1637.98 ms [2021-01-21 22:38:16 main:574] : INFO : Epoch 1629 | loss: 0.0311524 | val_loss: 0.03117 | Time: 1545.39 ms [2021-01-21 22:38:17 main:574] : INFO : Epoch 1630 | loss: 0.031151 | val_loss: 0.03117 | Time: 1618.21 ms [2021-01-21 22:38:19 main:574] : INFO : Epoch 1631 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 1608.24 ms [2021-01-21 22:38:20 main:574] : INFO : Epoch 1632 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 1572.91 ms [2021-01-21 22:38:22 main:574] : INFO : Epoch 1633 | loss: 0.0311507 | val_loss: 0.0311709 | Time: 1658.14 ms [2021-01-21 22:38:24 main:574] : INFO : Epoch 1634 | loss: 0.0311542 | val_loss: 0.0311688 | Time: 1580.3 ms [2021-01-21 22:38:25 main:574] : INFO : Epoch 1635 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 1594.32 ms [2021-01-21 22:38:27 main:574] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 1631.77 ms [2021-01-21 22:38:29 main:574] : INFO : Epoch 1637 | loss: 0.0311484 | val_loss: 0.0311642 | Time: 1622.59 ms [2021-01-21 22:38:30 main:574] : INFO : Epoch 1638 | loss: 0.0311477 | val_loss: 0.0311662 | Time: 1666.81 ms [2021-01-21 22:38:32 main:574] : INFO : Epoch 1639 | loss: 0.0311475 | val_loss: 0.0311652 | Time: 1596.62 ms [2021-01-21 22:38:33 main:574] : INFO : Epoch 1640 | loss: 0.0311464 | val_loss: 0.031166 | Time: 1586.59 ms [2021-01-21 22:38:35 main:574] : INFO : Epoch 1641 | loss: 0.0311457 | val_loss: 0.0311679 | Time: 1582.41 ms [2021-01-21 22:38:37 main:574] : INFO : Epoch 1642 | loss: 0.0311472 | val_loss: 0.0311689 | Time: 1585.72 ms [2021-01-21 22:38:38 main:574] : INFO : Epoch 1643 | loss: 0.0311476 | val_loss: 0.0311692 | Time: 1546.87 ms [2021-01-21 22:38:40 main:574] : INFO : Epoch 1644 | loss: 0.0311495 | val_loss: 0.0311729 | Time: 1588.81 ms [2021-01-21 22:38:41 main:574] : INFO : Epoch 1645 | loss: 0.0311466 | val_loss: 0.0311698 | Time: 1591.07 ms [2021-01-21 22:38:43 main:574] : INFO : Epoch 1646 | loss: 0.0311461 | val_loss: 0.0311741 | Time: 1576.28 ms [2021-01-21 22:38:45 main:574] : INFO : Epoch 1647 | loss: 0.0311505 | val_loss: 0.031177 | Time: 1580.46 ms [2021-01-21 22:38:46 main:574] : INFO : Epoch 1648 | loss: 0.031153 | val_loss: 0.0311739 | Time: 1589.69 ms [2021-01-21 22:38:48 main:574] : INFO : Epoch 1649 | loss: 0.0311494 | val_loss: 0.0311715 | Time: 1627.83 ms [2021-01-21 22:38:49 main:574] : INFO : Epoch 1650 | loss: 0.0311456 | val_loss: 0.0311693 | Time: 1593.01 ms [2021-01-21 22:38:51 main:574] : INFO : Epoch 1651 | loss: 0.031145 | val_loss: 0.0311688 | Time: 1588.75 ms [2021-01-21 22:38:53 main:574] : INFO : Epoch 1652 | loss: 0.0311465 | val_loss: 0.0311699 | Time: 1580.59 ms [2021-01-21 22:38:54 main:574] : INFO : Epoch 1653 | loss: 0.0311461 | val_loss: 0.0311653 | Time: 1599.07 ms [2021-01-21 22:38:56 main:574] : INFO : Epoch 1654 | loss: 0.0311492 | val_loss: 0.0311681 | Time: 1583.57 ms [2021-01-21 22:38:57 main:574] : INFO : Epoch 1655 | loss: 0.0311485 | val_loss: 0.0311719 | Time: 1623.71 ms [2021-01-21 22:38:59 main:574] : INFO : Epoch 1656 | loss: 0.0311503 | val_loss: 0.0311713 | Time: 1611.76 ms [2021-01-21 22:39:01 main:574] : INFO : Epoch 1657 | loss: 0.0311516 | val_loss: 0.0311722 | Time: 1647.36 ms [2021-01-21 22:39:02 main:574] : INFO : Epoch 1658 | loss: 0.0311494 | val_loss: 0.03117 | Time: 1596.74 ms [2021-01-21 22:39:04 main:574] : INFO : Epoch 1659 | loss: 0.0311511 | val_loss: 0.0311723 | Time: 1607.18 ms [2021-01-21 22:39:06 main:574] : INFO : Epoch 1660 | loss: 0.0311507 | val_loss: 0.0311733 | Time: 1563.6 ms [2021-01-21 22:39:07 main:574] : INFO : Epoch 1661 | loss: 0.0311499 | val_loss: 0.031172 | Time: 1583.97 ms [2021-01-21 22:39:09 main:574] : INFO : Epoch 1662 | loss: 0.0311484 | val_loss: 0.0311742 | Time: 1581.05 ms [2021-01-21 22:39:10 main:574] : INFO : Epoch 1663 | loss: 0.0311483 | val_loss: 0.0311717 | Time: 1606.75 ms [2021-01-21 22:39:12 main:574] : INFO : Epoch 1664 | loss: 0.0311506 | val_loss: 0.0311755 | Time: 1621 ms [2021-01-21 22:39:14 main:574] : INFO : Epoch 1665 | loss: 0.0311501 | val_loss: 0.03118 | Time: 1609.41 ms [2021-01-21 22:39:15 main:574] : INFO : Epoch 1666 | loss: 0.0311502 | val_loss: 0.0311794 | Time: 1577.85 ms [2021-01-21 22:39:17 main:574] : INFO : Epoch 1667 | loss: 0.0311503 | val_loss: 0.0311714 | Time: 1582.73 ms [2021-01-21 22:39:18 main:574] : INFO : Epoch 1668 | loss: 0.0311473 | val_loss: 0.0311729 | Time: 1606.49 ms [2021-01-21 22:39:20 main:574] : INFO : Epoch 1669 | loss: 0.031147 | val_loss: 0.0311704 | Time: 1573.72 ms [2021-01-21 22:39:22 main:574] : INFO : Epoch 1670 | loss: 0.0311454 | val_loss: 0.0311718 | Time: 1568.55 ms [2021-01-21 22:39:23 main:574] : INFO : Epoch 1671 | loss: 0.0311489 | val_loss: 0.0311747 | Time: 1619.8 ms [2021-01-21 22:39:25 main:574] : INFO : Epoch 1672 | loss: 0.0311476 | val_loss: 0.0311697 | Time: 1580.85 ms [2021-01-21 22:39:26 main:574] : INFO : Epoch 1673 | loss: 0.0311451 | val_loss: 0.0311686 | Time: 1599.56 ms [2021-01-21 22:39:28 main:574] : INFO : Epoch 1674 | loss: 0.0311448 | val_loss: 0.0311708 | Time: 1581.18 ms [2021-01-21 22:39:30 main:574] : INFO : Epoch 1675 | loss: 0.0311465 | val_loss: 0.0311675 | Time: 1605.37 ms [2021-01-21 22:39:31 main:574] : INFO : Epoch 1676 | loss: 0.0311451 | val_loss: 0.0311682 | Time: 1616.39 ms [2021-01-21 22:39:33 main:574] : INFO : Epoch 1677 | loss: 0.0311461 | val_loss: 0.0311701 | Time: 1591.4 ms [2021-01-21 22:39:34 main:574] : INFO : Epoch 1678 | loss: 0.0311452 | val_loss: 0.0311683 | Time: 1597.65 ms [2021-01-21 22:39:36 main:574] : INFO : Epoch 1679 | loss: 0.0311463 | val_loss: 0.0311689 | Time: 1588.39 ms [2021-01-21 22:39:38 main:574] : INFO : Epoch 1680 | loss: 0.0311484 | val_loss: 0.031168 | Time: 1593.57 ms [2021-01-21 22:39:39 main:574] : INFO : Epoch 1681 | loss: 0.0311478 | val_loss: 0.0311671 | Time: 1624.78 ms [2021-01-21 22:39:41 main:574] : INFO : Epoch 1682 | loss: 0.031148 | val_loss: 0.0311684 | Time: 1610.08 ms [2021-01-21 22:39:43 main:574] : INFO : Epoch 1683 | loss: 0.0311474 | val_loss: 0.0311665 | Time: 1617.32 ms [2021-01-21 22:39:44 main:574] : INFO : Epoch 1684 | loss: 0.0311456 | val_loss: 0.0311665 | Time: 1610.63 ms [2021-01-21 22:39:46 main:574] : INFO : Epoch 1685 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 1626.79 ms [2021-01-21 22:39:48 main:574] : INFO : Epoch 1686 | loss: 0.0311454 | val_loss: 0.0311672 | Time: 1681.44 ms [2021-01-21 22:39:49 main:574] : INFO : Epoch 1687 | loss: 0.0311474 | val_loss: 0.0311668 | Time: 1572.85 ms [2021-01-21 22:39:51 main:574] : INFO : Epoch 1688 | loss: 0.0311497 | val_loss: 0.0311779 | Time: 1637.48 ms [2021-01-21 22:39:52 main:574] : INFO : Epoch 1689 | loss: 0.0311513 | val_loss: 0.0311689 | Time: 1627.08 ms [2021-01-21 22:39:54 main:574] : INFO : Epoch 1690 | loss: 0.0311453 | val_loss: 0.0311694 | Time: 1582.4 ms [2021-01-21 22:39:56 main:574] : INFO : Epoch 1691 | loss: 0.0311447 | val_loss: 0.0311683 | Time: 1587.32 ms [2021-01-21 22:39:57 main:574] : INFO : Epoch 1692 | loss: 0.031144 | val_loss: 0.031172 | Time: 1558.29 ms [2021-01-21 22:39:59 main:574] : INFO : Epoch 1693 | loss: 0.0311445 | val_loss: 0.0311687 | Time: 1575.98 ms [2021-01-21 22:40:00 main:574] : INFO : Epoch 1694 | loss: 0.0311435 | val_loss: 0.0311737 | Time: 1573.85 ms [2021-01-21 22:40:02 main:574] : INFO : Epoch 1695 | loss: 0.0311453 | val_loss: 0.0311676 | Time: 1610.33 ms [2021-01-21 22:40:04 main:574] : INFO : Epoch 1696 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 1611.84 ms [2021-01-21 22:40:05 main:574] : INFO : Epoch 1697 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 1588.82 ms [2021-01-21 22:40:07 main:574] : INFO : Epoch 1698 | loss: 0.0311506 | val_loss: 0.0311687 | Time: 1591.92 ms [2021-01-21 22:40:08 main:574] : INFO : Epoch 1699 | loss: 0.0311506 | val_loss: 0.0311689 | Time: 1605.74 ms [2021-01-21 22:40:10 main:574] : INFO : Epoch 1700 | loss: 0.0311501 | val_loss: 0.0311663 | Time: 1615.88 ms [2021-01-21 22:40:12 main:574] : INFO : Epoch 1701 | loss: 0.031151 | val_loss: 0.0311641 | Time: 1651 ms [2021-01-21 22:40:13 main:574] : INFO : Epoch 1702 | loss: 0.0311529 | val_loss: 0.031164 | Time: 1586.59 ms [2021-01-21 22:40:15 main:574] : INFO : Epoch 1703 | loss: 0.0311523 | val_loss: 0.0311668 | Time: 1594.16 ms [2021-01-21 22:40:17 main:574] : INFO : Epoch 1704 | loss: 0.0311534 | val_loss: 0.0311675 | Time: 1611.47 ms [2021-01-21 22:40:18 main:574] : INFO : Epoch 1705 | loss: 0.0311503 | val_loss: 0.0311676 | Time: 1601.77 ms [2021-01-21 22:40:20 main:574] : INFO : Epoch 1706 | loss: 0.0311509 | val_loss: 0.0311662 | Time: 1559.6 ms [2021-01-21 22:40:21 main:574] : INFO : Epoch 1707 | loss: 0.0311489 | val_loss: 0.0311686 | Time: 1586.56 ms [2021-01-21 22:40:23 main:574] : INFO : Epoch 1708 | loss: 0.031149 | val_loss: 0.0311665 | Time: 1580.62 ms [2021-01-21 22:40:25 main:574] : INFO : Epoch 1709 | loss: 0.0311482 | val_loss: 0.0311654 | Time: 1568.73 ms [2021-01-21 22:40:26 main:574] : INFO : Epoch 1710 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 1592.62 ms [2021-01-21 22:40:28 main:574] : INFO : Epoch 1711 | loss: 0.0311476 | val_loss: 0.0311646 | Time: 1625 ms [2021-01-21 22:40:29 main:574] : INFO : Epoch 1712 | loss: 0.0311476 | val_loss: 0.0311636 | Time: 1590.61 ms [2021-01-21 22:40:31 main:574] : INFO : Epoch 1713 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 1637.76 ms [2021-01-21 22:40:33 main:574] : INFO : Epoch 1714 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 1595.71 ms [2021-01-21 22:40:34 main:574] : INFO : Epoch 1715 | loss: 0.03115 | val_loss: 0.0311681 | Time: 1619.34 ms [2021-01-21 22:40:36 main:574] : INFO : Epoch 1716 | loss: 0.0311502 | val_loss: 0.0311668 | Time: 1585.56 ms [2021-01-21 22:40:37 main:574] : INFO : Epoch 1717 | loss: 0.0311489 | val_loss: 0.031164 | Time: 1600.84 ms [2021-01-21 22:40:39 main:574] : INFO : Epoch 1718 | loss: 0.0311481 | val_loss: 0.0311645 | Time: 1602.74 ms [2021-01-21 22:40:41 main:574] : INFO : Epoch 1719 | loss: 0.0311475 | val_loss: 0.031168 | Time: 1562.21 ms [2021-01-21 22:40:42 main:574] : INFO : Epoch 1720 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 1632 ms [2021-01-21 22:40:44 main:574] : INFO : Epoch 1721 | loss: 0.031146 | val_loss: 0.0311641 | Time: 1616.91 ms [2021-01-21 22:40:46 main:574] : INFO : Epoch 1722 | loss: 0.0311454 | val_loss: 0.0311655 | Time: 1616.22 ms [2021-01-21 22:40:47 main:574] : INFO : Epoch 1723 | loss: 0.0311463 | val_loss: 0.0311644 | Time: 1603.78 ms [2021-01-21 22:40:49 main:574] : INFO : Epoch 1724 | loss: 0.0311482 | val_loss: 0.0311677 | Time: 1539.49 ms [2021-01-21 22:40:50 main:574] : INFO : Epoch 1725 | loss: 0.0311513 | val_loss: 0.0311735 | Time: 1613.26 ms [2021-01-21 22:40:52 main:574] : INFO : Epoch 1726 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 1557.55 ms [2021-01-21 22:40:54 main:574] : INFO : Epoch 1727 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 1628.79 ms [2021-01-21 22:40:55 main:574] : INFO : Epoch 1728 | loss: 0.0311459 | val_loss: 0.031167 | Time: 1585.89 ms [2021-01-21 22:40:57 main:574] : INFO : Epoch 1729 | loss: 0.0311467 | val_loss: 0.0311665 | Time: 1615.7 ms [2021-01-21 22:40:58 main:574] : INFO : Epoch 1730 | loss: 0.0311459 | val_loss: 0.0311666 | Time: 1582.9 ms [2021-01-21 22:41:00 main:574] : INFO : Epoch 1731 | loss: 0.0311462 | val_loss: 0.0311655 | Time: 1669.87 ms [2021-01-21 22:41:02 main:574] : INFO : Epoch 1732 | loss: 0.0311467 | val_loss: 0.0311706 | Time: 1581.1 ms [2021-01-21 22:41:03 main:574] : INFO : Epoch 1733 | loss: 0.0311478 | val_loss: 0.031166 | Time: 1578.73 ms [2021-01-21 22:41:05 main:574] : INFO : Epoch 1734 | loss: 0.0311494 | val_loss: 0.0311675 | Time: 1605.39 ms [2021-01-21 22:41:06 main:574] : INFO : Epoch 1735 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 1580.03 ms [2021-01-21 22:41:08 main:574] : INFO : Epoch 1736 | loss: 0.0311475 | val_loss: 0.0311639 | Time: 1623.63 ms [2021-01-21 22:41:10 main:574] : INFO : Epoch 1737 | loss: 0.0311469 | val_loss: 0.0311624 | Time: 1582.71 ms [2021-01-21 22:41:11 main:574] : INFO : Epoch 1738 | loss: 0.0311465 | val_loss: 0.0311641 | Time: 1618.71 ms [2021-01-21 22:41:13 main:574] : INFO : Epoch 1739 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 1571.62 ms [2021-01-21 22:41:14 main:574] : INFO : Epoch 1740 | loss: 0.0311449 | val_loss: 0.031164 | Time: 1594.56 ms [2021-01-21 22:41:16 main:574] : INFO : Epoch 1741 | loss: 0.031147 | val_loss: 0.0311749 | Time: 1586.08 ms [2021-01-21 22:41:18 main:574] : INFO : Epoch 1742 | loss: 0.031164 | val_loss: 0.031171 | Time: 1633.16 ms [2021-01-21 22:41:19 main:574] : INFO : Epoch 1743 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 1637.29 ms [2021-01-21 22:41:21 main:574] : INFO : Epoch 1744 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 1636.54 ms [2021-01-21 22:41:23 main:574] : INFO : Epoch 1745 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 1590.76 ms [2021-01-21 22:41:24 main:574] : INFO : Epoch 1746 | loss: 0.0311489 | val_loss: 0.0311676 | Time: 1628.73 ms [2021-01-21 22:41:26 main:574] : INFO : Epoch 1747 | loss: 0.0311489 | val_loss: 0.031165 | Time: 1641.95 ms [2021-01-21 22:41:28 main:574] : INFO : Epoch 1748 | loss: 0.0311482 | val_loss: 0.0311662 | Time: 1586.5 ms [2021-01-21 22:41:29 main:574] : INFO : Epoch 1749 | loss: 0.0311485 | val_loss: 0.0311647 | Time: 1613.51 ms [2021-01-21 22:41:31 main:574] : INFO : Epoch 1750 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 1602.76 ms [2021-01-21 22:41:32 main:574] : INFO : Epoch 1751 | loss: 0.0311464 | val_loss: 0.0311645 | Time: 1655.52 ms [2021-01-21 22:41:34 main:574] : INFO : Epoch 1752 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 1596.46 ms [2021-01-21 22:41:36 main:574] : INFO : Epoch 1753 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 1545.79 ms [2021-01-21 22:41:37 main:574] : INFO : Epoch 1754 | loss: 0.0311484 | val_loss: 0.0311626 | Time: 1589.85 ms [2021-01-21 22:41:39 main:574] : INFO : Epoch 1755 | loss: 0.0311476 | val_loss: 0.0311634 | Time: 1594 ms [2021-01-21 22:41:40 main:574] : INFO : Epoch 1756 | loss: 0.0311466 | val_loss: 0.0311621 | Time: 1629.62 ms [2021-01-21 22:41:42 main:574] : INFO : Epoch 1757 | loss: 0.0311481 | val_loss: 0.0311653 | Time: 1545.17 ms [2021-01-21 22:41:44 main:574] : INFO : Epoch 1758 | loss: 0.0311487 | val_loss: 0.0311674 | Time: 1620.4 ms [2021-01-21 22:41:45 main:574] : INFO : Epoch 1759 | loss: 0.0311469 | val_loss: 0.0311644 | Time: 1569.77 ms [2021-01-21 22:41:47 main:574] : INFO : Epoch 1760 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 1650.54 ms [2021-01-21 22:41:48 main:574] : INFO : Epoch 1761 | loss: 0.0311459 | val_loss: 0.031168 | Time: 1578.3 ms [2021-01-21 22:41:50 main:574] : INFO : Epoch 1762 | loss: 0.0311462 | val_loss: 0.0311649 | Time: 1633.84 ms [2021-01-21 22:41:52 main:574] : INFO : Epoch 1763 | loss: 0.0311454 | val_loss: 0.0311652 | Time: 1580.09 ms [2021-01-21 22:41:53 main:574] : INFO : Epoch 1764 | loss: 0.0311458 | val_loss: 0.031165 | Time: 1608.01 ms [2021-01-21 22:41:55 main:574] : INFO : Epoch 1765 | loss: 0.0311472 | val_loss: 0.0311658 | Time: 1602.42 ms [2021-01-21 22:41:57 main:574] : INFO : Epoch 1766 | loss: 0.0311478 | val_loss: 0.0311644 | Time: 1609.3 ms [2021-01-21 22:41:58 main:574] : INFO : Epoch 1767 | loss: 0.0311462 | val_loss: 0.0311653 | Time: 1644.93 ms [2021-01-21 22:42:00 main:574] : INFO : Epoch 1768 | loss: 0.0311464 | val_loss: 0.0311658 | Time: 1606.24 ms [2021-01-21 22:42:01 main:574] : INFO : Epoch 1769 | loss: 0.0311497 | val_loss: 0.0311633 | Time: 1591.82 ms [2021-01-21 22:42:03 main:574] : INFO : Epoch 1770 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 1601.47 ms [2021-01-21 22:42:05 main:574] : INFO : Epoch 1771 | loss: 0.0311558 | val_loss: 0.0311653 | Time: 1554.47 ms [2021-01-21 22:42:06 main:574] : INFO : Epoch 1772 | loss: 0.0311535 | val_loss: 0.0311665 | Time: 1578.76 ms [2021-01-21 22:42:08 main:574] : INFO : Epoch 1773 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 1631.05 ms [2021-01-21 22:42:09 main:574] : INFO : Epoch 1774 | loss: 0.0311518 | val_loss: 0.0311648 | Time: 1580.16 ms [2021-01-21 22:42:11 main:574] : INFO : Epoch 1775 | loss: 0.0311503 | val_loss: 0.0311666 | Time: 1610.75 ms [2021-01-21 22:42:13 main:574] : INFO : Epoch 1776 | loss: 0.0311499 | val_loss: 0.0311645 | Time: 1561.48 ms [2021-01-21 22:42:14 main:574] : INFO : Epoch 1777 | loss: 0.031149 | val_loss: 0.0311617 | Time: 1598.81 ms [2021-01-21 22:42:16 main:574] : INFO : Epoch 1778 | loss: 0.0311511 | val_loss: 0.0311631 | Time: 1660.06 ms [2021-01-21 22:42:18 main:574] : INFO : Epoch 1779 | loss: 0.0311484 | val_loss: 0.0311631 | Time: 1565.76 ms [2021-01-21 22:42:19 main:574] : INFO : Epoch 1780 | loss: 0.0311488 | val_loss: 0.0311683 | Time: 1620.03 ms [2021-01-21 22:42:21 main:574] : INFO : Epoch 1781 | loss: 0.0311517 | val_loss: 0.0311647 | Time: 1594.15 ms [2021-01-21 22:42:22 main:574] : INFO : Epoch 1782 | loss: 0.031151 | val_loss: 0.0311654 | Time: 1560.45 ms [2021-01-21 22:42:24 main:574] : INFO : Epoch 1783 | loss: 0.0311496 | val_loss: 0.031163 | Time: 1574.65 ms [2021-01-21 22:42:26 main:574] : INFO : Epoch 1784 | loss: 0.0311488 | val_loss: 0.0311671 | Time: 1576.7 ms [2021-01-21 22:42:27 main:574] : INFO : Epoch 1785 | loss: 0.0311476 | val_loss: 0.0311643 | Time: 1592.33 ms [2021-01-21 22:42:29 main:574] : INFO : Epoch 1786 | loss: 0.0311473 | val_loss: 0.0311654 | Time: 1602.76 ms [2021-01-21 22:42:30 main:574] : INFO : Epoch 1787 | loss: 0.0311468 | val_loss: 0.0311634 | Time: 1583.14 ms [2021-01-21 22:42:32 main:574] : INFO : Epoch 1788 | loss: 0.031151 | val_loss: 0.0311622 | Time: 1620.99 ms [2021-01-21 22:42:34 main:574] : INFO : Epoch 1789 | loss: 0.03115 | val_loss: 0.0311659 | Time: 1603.64 ms [2021-01-21 22:42:35 main:574] : INFO : Epoch 1790 | loss: 0.0311503 | val_loss: 0.0311624 | Time: 1569.16 ms [2021-01-21 22:42:37 main:574] : INFO : Epoch 1791 | loss: 0.0311479 | val_loss: 0.0311628 | Time: 1579.78 ms [2021-01-21 22:42:38 main:574] : INFO : Epoch 1792 | loss: 0.0311453 | val_loss: 0.0311614 | Time: 1593.55 ms [2021-01-21 22:42:40 main:574] : INFO : Epoch 1793 | loss: 0.0311454 | val_loss: 0.0311666 | Time: 1597.97 ms [2021-01-21 22:42:42 main:574] : INFO : Epoch 1794 | loss: 0.0311499 | val_loss: 0.0311645 | Time: 1592.25 ms [2021-01-21 22:42:43 main:574] : INFO : Epoch 1795 | loss: 0.0311544 | val_loss: 0.0311717 | Time: 1611.08 ms [2021-01-21 22:42:45 main:574] : INFO : Epoch 1796 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 1601.02 ms [2021-01-21 22:42:46 main:574] : INFO : Epoch 1797 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 1573.49 ms [2021-01-21 22:42:48 main:574] : INFO : Epoch 1798 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 1553.47 ms [2021-01-21 22:42:50 main:574] : INFO : Epoch 1799 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 1595.76 ms [2021-01-21 22:42:51 main:574] : INFO : Epoch 1800 | loss: 0.0311531 | val_loss: 0.0311626 | Time: 1596.98 ms [2021-01-21 22:42:53 main:574] : INFO : Epoch 1801 | loss: 0.0311501 | val_loss: 0.0311638 | Time: 1589.15 ms [2021-01-21 22:42:54 main:574] : INFO : Epoch 1802 | loss: 0.0311489 | val_loss: 0.0311656 | Time: 1556.52 ms [2021-01-21 22:42:56 main:574] : INFO : Epoch 1803 | loss: 0.0311503 | val_loss: 0.0311681 | Time: 1572.03 ms [2021-01-21 22:42:58 main:574] : INFO : Epoch 1804 | loss: 0.0311506 | val_loss: 0.0311633 | Time: 1610.82 ms [2021-01-21 22:42:59 main:574] : INFO : Epoch 1805 | loss: 0.0311513 | val_loss: 0.0311659 | Time: 1555.55 ms [2021-01-21 22:43:01 main:574] : INFO : Epoch 1806 | loss: 0.0311498 | val_loss: 0.0311711 | Time: 1579.91 ms [2021-01-21 22:43:02 main:574] : INFO : Epoch 1807 | loss: 0.03115 | val_loss: 0.0311627 | Time: 1585.4 ms [2021-01-21 22:43:04 main:574] : INFO : Epoch 1808 | loss: 0.0311466 | val_loss: 0.0311649 | Time: 1569.27 ms [2021-01-21 22:43:05 main:574] : INFO : Epoch 1809 | loss: 0.0311488 | val_loss: 0.0311694 | Time: 1586.1 ms [2021-01-21 22:43:07 main:574] : INFO : Epoch 1810 | loss: 0.031147 | val_loss: 0.0311642 | Time: 1549.42 ms [2021-01-21 22:43:09 main:574] : INFO : Epoch 1811 | loss: 0.0311489 | val_loss: 0.0311636 | Time: 1602.87 ms [2021-01-21 22:43:10 main:574] : INFO : Epoch 1812 | loss: 0.0311471 | val_loss: 0.0311691 | Time: 1646.39 ms [2021-01-21 22:43:12 main:574] : INFO : Epoch 1813 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 1599.66 ms [2021-01-21 22:43:14 main:574] : INFO : Epoch 1814 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 1641.72 ms [2021-01-21 22:43:15 main:574] : INFO : Epoch 1815 | loss: 0.0311482 | val_loss: 0.0311673 | Time: 1646.43 ms [2021-01-21 22:43:17 main:574] : INFO : Epoch 1816 | loss: 0.0311461 | val_loss: 0.031166 | Time: 1570.85 ms [2021-01-21 22:43:18 main:574] : INFO : Epoch 1817 | loss: 0.031147 | val_loss: 0.0311647 | Time: 1610.86 ms [2021-01-21 22:43:20 main:574] : INFO : Epoch 1818 | loss: 0.0311463 | val_loss: 0.0311683 | Time: 1629.72 ms [2021-01-21 22:43:22 main:574] : INFO : Epoch 1819 | loss: 0.0311458 | val_loss: 0.0311646 | Time: 1583.81 ms [2021-01-21 22:43:23 main:574] : INFO : Epoch 1820 | loss: 0.0311446 | val_loss: 0.0311643 | Time: 1567.43 ms [2021-01-21 22:43:25 main:574] : INFO : Epoch 1821 | loss: 0.0311442 | val_loss: 0.0311639 | Time: 1592.61 ms [2021-01-21 22:43:27 main:574] : INFO : Epoch 1822 | loss: 0.0311439 | val_loss: 0.0311623 | Time: 1630.13 ms [2021-01-21 22:43:28 main:574] : INFO : Epoch 1823 | loss: 0.0311452 | val_loss: 0.0311648 | Time: 1605.7 ms [2021-01-21 22:43:30 main:574] : INFO : Epoch 1824 | loss: 0.0311474 | val_loss: 0.031174 | Time: 1621.68 ms [2021-01-21 22:43:31 main:574] : INFO : Epoch 1825 | loss: 0.031147 | val_loss: 0.0311644 | Time: 1581.53 ms [2021-01-21 22:43:33 main:574] : INFO : Epoch 1826 | loss: 0.0311473 | val_loss: 0.0311663 | Time: 1566.14 ms [2021-01-21 22:43:35 main:574] : INFO : Epoch 1827 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 1625.22 ms [2021-01-21 22:43:36 main:574] : INFO : Epoch 1828 | loss: 0.031146 | val_loss: 0.0311666 | Time: 1596.07 ms [2021-01-21 22:43:38 main:574] : INFO : Epoch 1829 | loss: 0.031147 | val_loss: 0.031166 | Time: 1605.37 ms [2021-01-21 22:43:39 main:574] : INFO : Epoch 1830 | loss: 0.0311463 | val_loss: 0.0311694 | Time: 1651.87 ms [2021-01-21 22:43:41 main:574] : INFO : Epoch 1831 | loss: 0.0311452 | val_loss: 0.0311649 | Time: 1625.41 ms [2021-01-21 22:43:43 main:574] : INFO : Epoch 1832 | loss: 0.0311455 | val_loss: 0.0311697 | Time: 1603.12 ms [2021-01-21 22:43:44 main:574] : INFO : Epoch 1833 | loss: 0.031148 | val_loss: 0.0311726 | Time: 1570.52 ms [2021-01-21 22:43:46 main:574] : INFO : Epoch 1834 | loss: 0.0311488 | val_loss: 0.0311671 | Time: 1599.49 ms [2021-01-21 22:43:48 main:574] : INFO : Epoch 1835 | loss: 0.0311457 | val_loss: 0.0311679 | Time: 1626.95 ms [2021-01-21 22:43:49 main:574] : INFO : Epoch 1836 | loss: 0.031146 | val_loss: 0.0311647 | Time: 1575.73 ms [2021-01-21 22:43:51 main:574] : INFO : Epoch 1837 | loss: 0.0311459 | val_loss: 0.0311702 | Time: 1597.61 ms [2021-01-21 22:43:52 main:574] : INFO : Epoch 1838 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 1552.56 ms [2021-01-21 22:43:54 main:574] : INFO : Epoch 1839 | loss: 0.0311448 | val_loss: 0.03117 | Time: 1567.56 ms [2021-01-21 22:43:56 main:574] : INFO : Epoch 1840 | loss: 0.0311458 | val_loss: 0.0311683 | Time: 1626.12 ms [2021-01-21 22:43:57 main:574] : INFO : Epoch 1841 | loss: 0.0311505 | val_loss: 0.0311702 | Time: 1620.86 ms [2021-01-21 22:43:59 main:574] : INFO : Epoch 1842 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 1599.18 ms [2021-01-21 22:44:00 main:574] : INFO : Epoch 1843 | loss: 0.031157 | val_loss: 0.0311739 | Time: 1597.76 ms [2021-01-21 22:44:02 main:574] : INFO : Epoch 1844 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 1589.18 ms [2021-01-21 22:44:04 main:574] : INFO : Epoch 1845 | loss: 0.0311523 | val_loss: 0.0311693 | Time: 1609.03 ms [2021-01-21 22:44:05 main:574] : INFO : Epoch 1846 | loss: 0.031151 | val_loss: 0.031169 | Time: 1611.35 ms [2021-01-21 22:44:07 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.0311714 | Time: 1587.52 ms [2021-01-21 22:44:09 main:574] : INFO : Epoch 1848 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 1643.86 ms [2021-01-21 22:44:10 main:574] : INFO : Epoch 1849 | loss: 0.031152 | val_loss: 0.0311685 | Time: 1592.25 ms [2021-01-21 22:44:12 main:574] : INFO : Epoch 1850 | loss: 0.0311517 | val_loss: 0.0311665 | Time: 1622.12 ms [2021-01-21 22:44:13 main:574] : INFO : Epoch 1851 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 1617.01 ms [2021-01-21 22:44:15 main:574] : INFO : Epoch 1852 | loss: 0.0311488 | val_loss: 0.0311691 | Time: 1607.47 ms [2021-01-21 22:44:17 main:574] : INFO : Epoch 1853 | loss: 0.0311494 | val_loss: 0.0311673 | Time: 1582.77 ms [2021-01-21 22:44:18 main:574] : INFO : Epoch 1854 | loss: 0.0311525 | val_loss: 0.0311694 | Time: 1626.71 ms [2021-01-21 22:44:20 main:574] : INFO : Epoch 1855 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 1612.87 ms [2021-01-21 22:44:21 main:574] : INFO : Epoch 1856 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 1575.16 ms [2021-01-21 22:44:23 main:574] : INFO : Epoch 1857 | loss: 0.0311525 | val_loss: 0.03117 | Time: 1604.09 ms [2021-01-21 22:44:25 main:574] : INFO : Epoch 1858 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 1636.58 ms [2021-01-21 22:44:26 main:574] : INFO : Epoch 1859 | loss: 0.0311504 | val_loss: 0.0311698 | Time: 1579.15 ms [2021-01-21 22:44:28 main:574] : INFO : Epoch 1860 | loss: 0.0311509 | val_loss: 0.0311675 | Time: 1586.96 ms [2021-01-21 22:44:30 main:574] : INFO : Epoch 1861 | loss: 0.0311499 | val_loss: 0.0311702 | Time: 1616.55 ms [2021-01-21 22:44:31 main:574] : INFO : Epoch 1862 | loss: 0.03115 | val_loss: 0.0311674 | Time: 1636.66 ms [2021-01-21 22:44:33 main:574] : INFO : Epoch 1863 | loss: 0.0311485 | val_loss: 0.0311699 | Time: 1622.04 ms [2021-01-21 22:44:34 main:574] : INFO : Epoch 1864 | loss: 0.031147 | val_loss: 0.0311718 | Time: 1587.51 ms [2021-01-21 22:44:36 main:574] : INFO : Epoch 1865 | loss: 0.0311494 | val_loss: 0.031167 | Time: 1569.8 ms [2021-01-21 22:44:38 main:574] : INFO : Epoch 1866 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 1610.52 ms [2021-01-21 22:44:39 main:574] : INFO : Epoch 1867 | loss: 0.0311513 | val_loss: 0.0311697 | Time: 1601.3 ms [2021-01-21 22:44:41 main:574] : INFO : Epoch 1868 | loss: 0.0311488 | val_loss: 0.0311681 | Time: 1605.26 ms [2021-01-21 22:44:42 main:574] : INFO : Epoch 1869 | loss: 0.0311472 | val_loss: 0.0311689 | Time: 1608.66 ms [2021-01-21 22:44:44 main:574] : INFO : Epoch 1870 | loss: 0.0311478 | val_loss: 0.0311693 | Time: 1581.5 ms [2021-01-21 22:44:46 main:574] : INFO : Epoch 1871 | loss: 0.031148 | val_loss: 0.0311689 | Time: 1551.87 ms [2021-01-21 22:44:47 main:574] : INFO : Epoch 1872 | loss: 0.0311463 | val_loss: 0.0311699 | Time: 1579.45 ms [2021-01-21 22:44:49 main:574] : INFO : Epoch 1873 | loss: 0.0311452 | val_loss: 0.0311696 | Time: 1595.99 ms [2021-01-21 22:44:50 main:574] : INFO : Epoch 1874 | loss: 0.0311463 | val_loss: 0.0311656 | Time: 1583.12 ms [2021-01-21 22:44:52 main:574] : INFO : Epoch 1875 | loss: 0.0311463 | val_loss: 0.0311783 | Time: 1622.3 ms [2021-01-21 22:44:54 main:574] : INFO : Epoch 1876 | loss: 0.0311472 | val_loss: 0.0311745 | Time: 1578.07 ms [2021-01-21 22:44:55 main:574] : INFO : Epoch 1877 | loss: 0.0311483 | val_loss: 0.031172 | Time: 1575.76 ms [2021-01-21 22:44:57 main:574] : INFO : Epoch 1878 | loss: 0.0311516 | val_loss: 0.0311734 | Time: 1570.82 ms [2021-01-21 22:44:58 main:574] : INFO : Epoch 1879 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 1561.44 ms [2021-01-21 22:45:00 main:574] : INFO : Epoch 1880 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 1616.09 ms [2021-01-21 22:45:02 main:574] : INFO : Epoch 1881 | loss: 0.0311456 | val_loss: 0.0311699 | Time: 1562.8 ms [2021-01-21 22:45:03 main:574] : INFO : Epoch 1882 | loss: 0.0311458 | val_loss: 0.0311681 | Time: 1661.13 ms [2021-01-21 22:45:05 main:574] : INFO : Epoch 1883 | loss: 0.0311476 | val_loss: 0.031169 | Time: 1604.42 ms [2021-01-21 22:45:07 main:574] : INFO : Epoch 1884 | loss: 0.0311469 | val_loss: 0.0311689 | Time: 1646.17 ms [2021-01-21 22:45:08 main:574] : INFO : Epoch 1885 | loss: 0.0311464 | val_loss: 0.0311698 | Time: 1575.37 ms [2021-01-21 22:45:10 main:574] : INFO : Epoch 1886 | loss: 0.0311454 | val_loss: 0.0311684 | Time: 1614.58 ms [2021-01-21 22:45:11 main:574] : INFO : Epoch 1887 | loss: 0.0311455 | val_loss: 0.0311656 | Time: 1587.6 ms [2021-01-21 22:45:13 main:574] : INFO : Epoch 1888 | loss: 0.0311452 | val_loss: 0.0311648 | Time: 1620.48 ms [2021-01-21 22:45:15 main:574] : INFO : Epoch 1889 | loss: 0.031145 | val_loss: 0.0311639 | Time: 1546.43 ms [2021-01-21 22:45:16 main:574] : INFO : Epoch 1890 | loss: 0.031148 | val_loss: 0.0311725 | Time: 1666.42 ms [2021-01-21 22:45:18 main:574] : INFO : Epoch 1891 | loss: 0.0311525 | val_loss: 0.0311731 | Time: 1605.65 ms [2021-01-21 22:45:19 main:574] : INFO : Epoch 1892 | loss: 0.0311472 | val_loss: 0.0311623 | Time: 1576.58 ms [2021-01-21 22:45:21 main:574] : INFO : Epoch 1893 | loss: 0.0311476 | val_loss: 0.0311707 | Time: 1566.81 ms [2021-01-21 22:45:23 main:574] : INFO : Epoch 1894 | loss: 0.0311527 | val_loss: 0.0311679 | Time: 1600.96 ms [2021-01-21 22:45:24 main:574] : INFO : Epoch 1895 | loss: 0.0311482 | val_loss: 0.0311661 | Time: 1592.87 ms [2021-01-21 22:45:26 main:574] : INFO : Epoch 1896 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 1630.38 ms [2021-01-21 22:45:28 main:574] : INFO : Epoch 1897 | loss: 0.031146 | val_loss: 0.0311655 | Time: 1629.62 ms [2021-01-21 22:45:29 main:574] : INFO : Epoch 1898 | loss: 0.031149 | val_loss: 0.0311641 | Time: 1569.72 ms [2021-01-21 22:45:31 main:574] : INFO : Epoch 1899 | loss: 0.0311479 | val_loss: 0.0311652 | Time: 1571.47 ms [2021-01-21 22:45:32 main:574] : INFO : Epoch 1900 | loss: 0.0311481 | val_loss: 0.0311651 | Time: 1625.88 ms [2021-01-21 22:45:34 main:574] : INFO : Epoch 1901 | loss: 0.0311481 | val_loss: 0.0311683 | Time: 1575.43 ms [2021-01-21 22:45:36 main:574] : INFO : Epoch 1902 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 1595.94 ms [2021-01-21 22:45:37 main:574] : INFO : Epoch 1903 | loss: 0.0311478 | val_loss: 0.0311646 | Time: 1606.34 ms [2021-01-21 22:45:39 main:574] : INFO : Epoch 1904 | loss: 0.0311473 | val_loss: 0.0311687 | Time: 1595.25 ms [2021-01-21 22:45:40 main:574] : INFO : Epoch 1905 | loss: 0.0311478 | val_loss: 0.031168 | Time: 1600.5 ms [2021-01-21 22:45:42 main:574] : INFO : Epoch 1906 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 1635.31 ms [2021-01-21 22:45:44 main:574] : INFO : Epoch 1907 | loss: 0.0311463 | val_loss: 0.0311639 | Time: 1601.13 ms [2021-01-21 22:45:45 main:574] : INFO : Epoch 1908 | loss: 0.0311459 | val_loss: 0.0311653 | Time: 1626.91 ms [2021-01-21 22:45:47 main:574] : INFO : Epoch 1909 | loss: 0.031147 | val_loss: 0.0311694 | Time: 1592.85 ms [2021-01-21 22:45:49 main:574] : INFO : Epoch 1910 | loss: 0.0311484 | val_loss: 0.0311658 | Time: 1634.22 ms [2021-01-21 22:45:50 main:574] : INFO : Epoch 1911 | loss: 0.0311478 | val_loss: 0.0311662 | Time: 1596.51 ms [2021-01-21 22:45:52 main:574] : INFO : Epoch 1912 | loss: 0.0311455 | val_loss: 0.0311674 | Time: 1582.59 ms [2021-01-21 22:45:53 main:574] : INFO : Epoch 1913 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 1608.92 ms [2021-01-21 22:45:55 main:574] : INFO : Epoch 1914 | loss: 0.031147 | val_loss: 0.0311631 | Time: 1605.62 ms [2021-01-21 22:45:57 main:574] : INFO : Epoch 1915 | loss: 0.031146 | val_loss: 0.0311663 | Time: 1623.92 ms [2021-01-21 22:45:58 main:574] : INFO : Epoch 1916 | loss: 0.0311458 | val_loss: 0.0311683 | Time: 1573.72 ms [2021-01-21 22:46:00 main:574] : INFO : Epoch 1917 | loss: 0.0311472 | val_loss: 0.031168 | Time: 1595.78 ms [2021-01-21 22:46:01 main:574] : INFO : Epoch 1918 | loss: 0.0311477 | val_loss: 0.0311626 | Time: 1574.23 ms [2021-01-21 22:46:03 main:574] : INFO : Epoch 1919 | loss: 0.0311476 | val_loss: 0.0311638 | Time: 1593.62 ms [2021-01-21 22:46:05 main:574] : INFO : Epoch 1920 | loss: 0.0311454 | val_loss: 0.0311628 | Time: 1657.66 ms [2021-01-21 22:46:06 main:574] : INFO : Epoch 1921 | loss: 0.0311454 | val_loss: 0.0311659 | Time: 1616.26 ms [2021-01-21 22:46:08 main:574] : INFO : Epoch 1922 | loss: 0.0311463 | val_loss: 0.0311651 | Time: 1623.28 ms [2021-01-21 22:46:10 main:574] : INFO : Epoch 1923 | loss: 0.0311458 | val_loss: 0.0311676 | Time: 1621.8 ms [2021-01-21 22:46:11 main:574] : INFO : Epoch 1924 | loss: 0.0311486 | val_loss: 0.0311697 | Time: 1632.1 ms [2021-01-21 22:46:13 main:574] : INFO : Epoch 1925 | loss: 0.0311484 | val_loss: 0.0311656 | Time: 1588.65 ms [2021-01-21 22:46:14 main:574] : INFO : Epoch 1926 | loss: 0.031149 | val_loss: 0.0311653 | Time: 1596.31 ms [2021-01-21 22:46:16 main:574] : INFO : Epoch 1927 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 1627.48 ms [2021-01-21 22:46:18 main:574] : INFO : Epoch 1928 | loss: 0.0311481 | val_loss: 0.031165 | Time: 1627.27 ms [2021-01-21 22:46:19 main:574] : INFO : Epoch 1929 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 1611.36 ms [2021-01-21 22:46:21 main:574] : INFO : Epoch 1930 | loss: 0.0311463 | val_loss: 0.031167 | Time: 1585.06 ms [2021-01-21 22:46:23 main:574] : INFO : Epoch 1931 | loss: 0.0311488 | val_loss: 0.0311611 | Time: 1607.97 ms [2021-01-21 22:46:24 main:574] : INFO : Epoch 1932 | loss: 0.0311503 | val_loss: 0.0311672 | Time: 1673.54 ms [2021-01-21 22:46:26 main:574] : INFO : Epoch 1933 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 1619.57 ms [2021-01-21 22:46:28 main:574] : INFO : Epoch 1934 | loss: 0.0311529 | val_loss: 0.0311645 | Time: 1650.76 ms [2021-01-21 22:46:29 main:574] : INFO : Epoch 1935 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 1617.49 ms [2021-01-21 22:46:31 main:574] : INFO : Epoch 1936 | loss: 0.0311505 | val_loss: 0.0311617 | Time: 1610.18 ms [2021-01-21 22:46:32 main:574] : INFO : Epoch 1937 | loss: 0.0311489 | val_loss: 0.0311641 | Time: 1576.16 ms [2021-01-21 22:46:34 main:574] : INFO : Epoch 1938 | loss: 0.0311468 | val_loss: 0.0311622 | Time: 1560.47 ms [2021-01-21 22:46:36 main:574] : INFO : Epoch 1939 | loss: 0.0311458 | val_loss: 0.0311616 | Time: 1607.96 ms [2021-01-21 22:46:37 main:574] : INFO : Epoch 1940 | loss: 0.0311446 | val_loss: 0.0311613 | Time: 1630.91 ms [2021-01-21 22:46:39 main:574] : INFO : Epoch 1941 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 1617.81 ms [2021-01-21 22:46:40 main:574] : INFO : Epoch 1942 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 1567.11 ms [2021-01-21 22:46:42 main:574] : INFO : Epoch 1943 | loss: 0.0311664 | val_loss: 0.0311723 | Time: 1583.92 ms [2021-01-21 22:46:44 main:574] : INFO : Epoch 1944 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 1574.55 ms [2021-01-21 22:46:45 main:574] : INFO : Epoch 1945 | loss: 0.0311615 | val_loss: 0.0311653 | Time: 1622.71 ms [2021-01-21 22:46:47 main:574] : INFO : Epoch 1946 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 1598.56 ms [2021-01-21 22:46:48 main:574] : INFO : Epoch 1947 | loss: 0.0311571 | val_loss: 0.0311651 | Time: 1596.51 ms [2021-01-21 22:46:50 main:574] : INFO : Epoch 1948 | loss: 0.0311556 | val_loss: 0.031171 | Time: 1628.11 ms [2021-01-21 22:46:52 main:574] : INFO : Epoch 1949 | loss: 0.0311566 | val_loss: 0.031169 | Time: 1593.7 ms [2021-01-21 22:46:53 main:574] : INFO : Epoch 1950 | loss: 0.0311562 | val_loss: 0.0311636 | Time: 1595.36 ms [2021-01-21 22:46:55 main:574] : INFO : Epoch 1951 | loss: 0.0311531 | val_loss: 0.031164 | Time: 1570.1 ms [2021-01-21 22:46:57 main:574] : INFO : Epoch 1952 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 1623.62 ms [2021-01-21 22:46:58 main:574] : INFO : Epoch 1953 | loss: 0.031155 | val_loss: 0.0311639 | Time: 1586.94 ms [2021-01-21 22:47:00 main:574] : INFO : Epoch 1954 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 1600.12 ms [2021-01-21 22:47:01 main:574] : INFO : Epoch 1955 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 1583.77 ms [2021-01-21 22:47:03 main:574] : INFO : Epoch 1956 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 1614.46 ms [2021-01-21 22:47:05 main:574] : INFO : Epoch 1957 | loss: 0.0311525 | val_loss: 0.0311602 | Time: 1620.31 ms [2021-01-21 22:47:06 main:574] : INFO : Epoch 1958 | loss: 0.03115 | val_loss: 0.0311642 | Time: 1603.9 ms [2021-01-21 22:47:08 main:574] : INFO : Epoch 1959 | loss: 0.0311538 | val_loss: 0.0311625 | Time: 1559.88 ms [2021-01-21 22:47:09 main:574] : INFO : Epoch 1960 | loss: 0.0311507 | val_loss: 0.031162 | Time: 1603.45 ms [2021-01-21 22:47:11 main:574] : INFO : Epoch 1961 | loss: 0.0311511 | val_loss: 0.0311594 | Time: 1665.96 ms [2021-01-21 22:47:13 main:574] : INFO : Epoch 1962 | loss: 0.0311501 | val_loss: 0.0311574 | Time: 1694.66 ms [2021-01-21 22:47:14 main:574] : INFO : Epoch 1963 | loss: 0.0311498 | val_loss: 0.0311604 | Time: 1628.42 ms [2021-01-21 22:47:16 main:574] : INFO : Epoch 1964 | loss: 0.0311491 | val_loss: 0.0311596 | Time: 1607.17 ms [2021-01-21 22:47:18 main:574] : INFO : Epoch 1965 | loss: 0.0311491 | val_loss: 0.0311602 | Time: 1606.65 ms [2021-01-21 22:47:19 main:574] : INFO : Epoch 1966 | loss: 0.0311478 | val_loss: 0.0311578 | Time: 1576.77 ms [2021-01-21 22:47:21 main:574] : INFO : Epoch 1967 | loss: 0.0311459 | val_loss: 0.0311603 | Time: 1554.11 ms [2021-01-21 22:47:22 main:574] : INFO : Epoch 1968 | loss: 0.0311484 | val_loss: 0.0311666 | Time: 1583.92 ms [2021-01-21 22:47:24 main:574] : INFO : Epoch 1969 | loss: 0.0311509 | val_loss: 0.0311594 | Time: 1561.97 ms [2021-01-21 22:47:26 main:574] : INFO : Epoch 1970 | loss: 0.0311483 | val_loss: 0.0311581 | Time: 1586.69 ms [2021-01-21 22:47:27 main:574] : INFO : Epoch 1971 | loss: 0.0311472 | val_loss: 0.0311656 | Time: 1592.99 ms [2021-01-21 22:47:29 main:574] : INFO : Epoch 1972 | loss: 0.0311503 | val_loss: 0.031158 | Time: 1622.61 ms [2021-01-21 22:47:30 main:574] : INFO : Epoch 1973 | loss: 0.0311464 | val_loss: 0.0311622 | Time: 1555.27 ms [2021-01-21 22:47:32 main:574] : INFO : Epoch 1974 | loss: 0.0311452 | val_loss: 0.0311578 | Time: 1586.89 ms [2021-01-21 22:47:34 main:574] : INFO : Epoch 1975 | loss: 0.0311453 | val_loss: 0.0311598 | Time: 1607.13 ms [2021-01-21 22:47:35 main:574] : INFO : Epoch 1976 | loss: 0.031147 | val_loss: 0.031159 | Time: 1557.01 ms [2021-01-21 22:47:37 main:574] : INFO : Epoch 1977 | loss: 0.0311469 | val_loss: 0.0311594 | Time: 1635.02 ms [2021-01-21 22:47:38 main:574] : INFO : Epoch 1978 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 1585.06 ms [2021-01-21 22:47:40 main:574] : INFO : Epoch 1979 | loss: 0.031149 | val_loss: 0.0311618 | Time: 1579.61 ms [2021-01-21 22:47:42 main:574] : INFO : Epoch 1980 | loss: 0.0311508 | val_loss: 0.0311601 | Time: 1621.3 ms [2021-01-21 22:47:43 main:574] : INFO : Epoch 1981 | loss: 0.0311499 | val_loss: 0.0311581 | Time: 1586.96 ms [2021-01-21 22:47:45 main:574] : INFO : Epoch 1982 | loss: 0.0311499 | val_loss: 0.0311624 | Time: 1618.97 ms [2021-01-21 22:47:46 main:574] : INFO : Epoch 1983 | loss: 0.0311479 | val_loss: 0.0311634 | Time: 1562.46 ms [2021-01-21 22:47:48 main:574] : INFO : Epoch 1984 | loss: 0.031148 | val_loss: 0.031155 | Time: 1635.96 ms [2021-01-21 22:47:50 main:574] : INFO : Epoch 1985 | loss: 0.0311474 | val_loss: 0.0311602 | Time: 1568.32 ms [2021-01-21 22:47:51 main:574] : INFO : Epoch 1986 | loss: 0.0311495 | val_loss: 0.0311612 | Time: 1576.39 ms [2021-01-21 22:47:53 main:574] : INFO : Epoch 1987 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 1593.29 ms [2021-01-21 22:47:55 main:574] : INFO : Epoch 1988 | loss: 0.0311473 | val_loss: 0.031161 | Time: 1606.55 ms [2021-01-21 22:47:56 main:574] : INFO : Epoch 1989 | loss: 0.0311464 | val_loss: 0.0311612 | Time: 1628.28 ms [2021-01-21 22:47:58 main:574] : INFO : Epoch 1990 | loss: 0.0311459 | val_loss: 0.0311646 | Time: 1588.18 ms [2021-01-21 22:47:59 main:574] : INFO : Epoch 1991 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 1640.41 ms [2021-01-21 22:48:01 main:574] : INFO : Epoch 1992 | loss: 0.0311483 | val_loss: 0.0311622 | Time: 1628.08 ms [2021-01-21 22:48:03 main:574] : INFO : Epoch 1993 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 1650.79 ms [2021-01-21 22:48:04 main:574] : INFO : Epoch 1994 | loss: 0.031146 | val_loss: 0.0311619 | Time: 1583.37 ms [2021-01-21 22:48:06 main:574] : INFO : Epoch 1995 | loss: 0.0311461 | val_loss: 0.0311626 | Time: 1581.38 ms [2021-01-21 22:48:07 main:574] : INFO : Epoch 1996 | loss: 0.0311445 | val_loss: 0.0311606 | Time: 1592.65 ms [2021-01-21 22:48:09 main:574] : INFO : Epoch 1997 | loss: 0.0311449 | val_loss: 0.0311616 | Time: 1640.46 ms [2021-01-21 22:48:11 main:574] : INFO : Epoch 1998 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1562.08 ms [2021-01-21 22:48:12 main:574] : INFO : Epoch 1999 | loss: 0.0311449 | val_loss: 0.0311595 | Time: 1629.91 ms [2021-01-21 22:48:14 main:574] : INFO : Epoch 2000 | loss: 0.0311471 | val_loss: 0.0311603 | Time: 1562.48 ms [2021-01-21 22:48:16 main:574] : INFO : Epoch 2001 | loss: 0.0311482 | val_loss: 0.0311623 | Time: 1580.95 ms [2021-01-21 22:48:17 main:574] : INFO : Epoch 2002 | loss: 0.0311497 | val_loss: 0.0311628 | Time: 1615.32 ms [2021-01-21 22:48:19 main:574] : INFO : Epoch 2003 | loss: 0.0311487 | val_loss: 0.0311593 | Time: 1574.67 ms [2021-01-21 22:48:20 main:574] : INFO : Epoch 2004 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 1581.15 ms [2021-01-21 22:48:22 main:574] : INFO : Epoch 2005 | loss: 0.0311472 | val_loss: 0.0311596 | Time: 1556.44 ms [2021-01-21 22:48:24 main:574] : INFO : Epoch 2006 | loss: 0.0311463 | val_loss: 0.0311582 | Time: 1618.42 ms [2021-01-21 22:48:25 main:574] : INFO : Epoch 2007 | loss: 0.0311473 | val_loss: 0.0311632 | Time: 1609.08 ms [2021-01-21 22:48:27 main:574] : INFO : Epoch 2008 | loss: 0.0311468 | val_loss: 0.0311596 | Time: 1572.55 ms [2021-01-21 22:48:28 main:574] : INFO : Epoch 2009 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 1628.29 ms [2021-01-21 22:48:30 main:574] : INFO : Epoch 2010 | loss: 0.0311463 | val_loss: 0.0311614 | Time: 1588.67 ms [2021-01-21 22:48:32 main:574] : INFO : Epoch 2011 | loss: 0.0311456 | val_loss: 0.0311594 | Time: 1611.16 ms [2021-01-21 22:48:33 main:574] : INFO : Epoch 2012 | loss: 0.031147 | val_loss: 0.0311616 | Time: 1598.2 ms [2021-01-21 22:48:35 main:574] : INFO : Epoch 2013 | loss: 0.0311463 | val_loss: 0.0311622 | Time: 1629.29 ms [2021-01-21 22:48:37 main:574] : INFO : Epoch 2014 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 1624.4 ms [2021-01-21 22:48:38 main:574] : INFO : Epoch 2015 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 1592.22 ms [2021-01-21 22:48:40 main:574] : INFO : Epoch 2016 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 1620.99 ms [2021-01-21 22:48:41 main:574] : INFO : Epoch 2017 | loss: 0.0311476 | val_loss: 0.0311649 | Time: 1601.45 ms [2021-01-21 22:48:43 main:574] : INFO : Epoch 2018 | loss: 0.0311493 | val_loss: 0.0311716 | Time: 1582.82 ms [2021-01-21 22:48:45 main:574] : INFO : Epoch 2019 | loss: 0.0311492 | val_loss: 0.0311629 | Time: 1574.19 ms [2021-01-21 22:48:46 main:574] : INFO : Epoch 2020 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 1603.5 ms [2021-01-21 22:48:48 main:574] : INFO : Epoch 2021 | loss: 0.031145 | val_loss: 0.0311701 | Time: 1603.56 ms [2021-01-21 22:48:49 main:574] : INFO : Epoch 2022 | loss: 0.0311449 | val_loss: 0.0311619 | Time: 1643.24 ms [2021-01-21 22:48:51 main:574] : INFO : Epoch 2023 | loss: 0.0311437 | val_loss: 0.0311638 | Time: 1629.32 ms [2021-01-21 22:48:53 main:574] : INFO : Epoch 2024 | loss: 0.0311459 | val_loss: 0.0311637 | Time: 1588.03 ms [2021-01-21 22:48:54 main:574] : INFO : Epoch 2025 | loss: 0.0311495 | val_loss: 0.0311759 | Time: 1602.88 ms [2021-01-21 22:48:56 main:574] : INFO : Epoch 2026 | loss: 0.031156 | val_loss: 0.0311668 | Time: 1573.51 ms [2021-01-21 22:48:57 main:574] : INFO : Epoch 2027 | loss: 0.0311522 | val_loss: 0.0311718 | Time: 1612.41 ms [2021-01-21 22:48:59 main:574] : INFO : Epoch 2028 | loss: 0.0311498 | val_loss: 0.0311653 | Time: 1651.56 ms [2021-01-21 22:49:01 main:574] : INFO : Epoch 2029 | loss: 0.0311445 | val_loss: 0.0311629 | Time: 1588.34 ms [2021-01-21 22:49:02 main:574] : INFO : Epoch 2030 | loss: 0.0311449 | val_loss: 0.0311626 | Time: 1597.33 ms [2021-01-21 22:49:04 main:574] : INFO : Epoch 2031 | loss: 0.0311449 | val_loss: 0.0311603 | Time: 1542.26 ms [2021-01-21 22:49:05 main:574] : INFO : Epoch 2032 | loss: 0.0311456 | val_loss: 0.0311671 | Time: 1554.76 ms [2021-01-21 22:49:07 main:574] : INFO : Epoch 2033 | loss: 0.0311441 | val_loss: 0.0311606 | Time: 1635.61 ms [2021-01-21 22:49:09 main:574] : INFO : Epoch 2034 | loss: 0.0311426 | val_loss: 0.0311623 | Time: 1607.05 ms [2021-01-21 22:49:10 main:574] : INFO : Epoch 2035 | loss: 0.0311427 | val_loss: 0.0311637 | Time: 1614.58 ms [2021-01-21 22:49:12 main:574] : INFO : Epoch 2036 | loss: 0.0311429 | val_loss: 0.0311633 | Time: 1583.94 ms [2021-01-21 22:49:14 main:574] : INFO : Epoch 2037 | loss: 0.0311465 | val_loss: 0.0311639 | Time: 1612.66 ms [2021-01-21 22:49:15 main:574] : INFO : Epoch 2038 | loss: 0.0311482 | val_loss: 0.0311648 | Time: 1606.84 ms [2021-01-21 22:49:17 main:574] : INFO : Epoch 2039 | loss: 0.0311475 | val_loss: 0.031163 | Time: 1544.5 ms [2021-01-21 22:49:18 main:574] : INFO : Epoch 2040 | loss: 0.0311455 | val_loss: 0.0311623 | Time: 1617.39 ms [2021-01-21 22:49:20 main:574] : INFO : Epoch 2041 | loss: 0.0311448 | val_loss: 0.0311625 | Time: 1628.57 ms [2021-01-21 22:49:22 main:574] : INFO : Epoch 2042 | loss: 0.0311461 | val_loss: 0.0311614 | Time: 1593.65 ms [2021-01-21 22:49:23 main:574] : INFO : Epoch 2043 | loss: 0.0311446 | val_loss: 0.0311589 | Time: 1594.89 ms [2021-01-21 22:49:25 main:574] : INFO : Epoch 2044 | loss: 0.0311435 | val_loss: 0.0311602 | Time: 1581.81 ms [2021-01-21 22:49:26 main:574] : INFO : Epoch 2045 | loss: 0.0311442 | val_loss: 0.0311573 | Time: 1604.29 ms [2021-01-21 22:49:28 main:574] : INFO : Epoch 2046 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1606.78 ms [2021-01-21 22:49:30 main:574] : INFO : Epoch 2047 | loss: 0.0311441 | val_loss: 0.0311588 | Time: 1627.99 ms [2021-01-21 22:49:31 main:574] : INFO : Epoch 2048 | loss: 0.0311447 | val_loss: 0.0311632 | Time: 1578.75 ms [2021-01-21 22:49:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311632 [2021-01-21 22:49:31 main:603] : INFO : Saving end state to config to file [2021-01-21 22:49:31 main:608] : INFO : Success, exiting.. 22:49:31 (12332): 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)