Task 11336429
| Name | ParityModified-1639956042-32246-2-0_4 |
| Workunit | 8143263 |
| Created | 3 Feb 2022, 22:15:59 UTC |
| Sent | 4 Feb 2022, 9:37:45 UTC |
| Report deadline | 12 Feb 2022, 9:37:45 UTC |
| Received | 11 Feb 2022, 12:58:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 55 min 50 sec |
| CPU time | 55 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1 23:44:54 main:574] : INFO : Epoch 1542 | loss: 0.031161 | val_loss: 0.0311631 | Time: 1622.08 ms [2022-02-11 23:44:56 main:574] : INFO : Epoch 1543 | loss: 0.0311633 | val_loss: 0.0311665 | Time: 1613.82 ms [2022-02-11 23:44:57 main:574] : INFO : Epoch 1544 | loss: 0.0311628 | val_loss: 0.0311636 | Time: 1591.55 ms [2022-02-11 23:44:59 main:574] : INFO : Epoch 1545 | loss: 0.0311611 | val_loss: 0.0311625 | Time: 1637.17 ms [2022-02-11 23:45:01 main:574] : INFO : Epoch 1546 | loss: 0.0311603 | val_loss: 0.0311622 | Time: 1626.57 ms [2022-02-11 23:45:02 main:574] : INFO : Epoch 1547 | loss: 0.0311606 | val_loss: 0.0311624 | Time: 1635 ms [2022-02-11 23:45:04 main:574] : INFO : Epoch 1548 | loss: 0.0311599 | val_loss: 0.0311625 | Time: 1645.34 ms [2022-02-11 23:45:05 main:574] : INFO : Epoch 1549 | loss: 0.0311604 | val_loss: 0.0311603 | Time: 1564.91 ms [2022-02-11 23:45:07 main:574] : INFO : Epoch 1550 | loss: 0.0311605 | val_loss: 0.0311608 | Time: 1611.42 ms [2022-02-11 23:45:09 main:574] : INFO : Epoch 1551 | loss: 0.03116 | val_loss: 0.0311602 | Time: 1588.09 ms [2022-02-11 23:45:10 main:574] : INFO : Epoch 1552 | loss: 0.0311596 | val_loss: 0.03116 | Time: 1535.14 ms [2022-02-11 23:45:12 main:574] : INFO : Epoch 1553 | loss: 0.03116 | val_loss: 0.0311602 | Time: 1641.68 ms [2022-02-11 23:45:13 main:574] : INFO : Epoch 1554 | loss: 0.0311598 | val_loss: 0.031161 | Time: 1612.16 ms [2022-02-11 23:45:15 main:574] : INFO : Epoch 1555 | loss: 0.0311602 | val_loss: 0.031161 | Time: 1626.41 ms [2022-02-11 23:45:17 main:574] : INFO : Epoch 1556 | loss: 0.0311596 | val_loss: 0.0311633 | Time: 1628.06 ms [2022-02-11 23:45:18 main:574] : INFO : Epoch 1557 | loss: 0.0311622 | val_loss: 0.0311633 | Time: 1587.65 ms [2022-02-11 23:45:20 main:574] : INFO : Epoch 1558 | loss: 0.0311613 | val_loss: 0.0311622 | Time: 1611.43 ms [2022-02-11 23:45:22 main:574] : INFO : Epoch 1559 | loss: 0.0311619 | val_loss: 0.0311604 | Time: 1581.95 ms [2022-02-11 23:45:23 main:574] : INFO : Epoch 1560 | loss: 0.0311607 | val_loss: 0.0311637 | Time: 1620.04 ms [2022-02-11 23:45:25 main:574] : INFO : Epoch 1561 | loss: 0.0311612 | val_loss: 0.031161 | Time: 1581.82 ms [2022-02-11 23:45:26 main:574] : INFO : Epoch 1562 | loss: 0.0311595 | val_loss: 0.031159 | Time: 1546.85 ms [2022-02-11 23:45:28 main:574] : INFO : Epoch 1563 | loss: 0.0311593 | val_loss: 0.0311587 | Time: 1608.26 ms [2022-02-11 23:45:30 main:574] : INFO : Epoch 1564 | loss: 0.0311594 | val_loss: 0.0311616 | Time: 1596.91 ms [2022-02-11 23:45:31 main:574] : INFO : Epoch 1565 | loss: 0.0311617 | val_loss: 0.0311597 | Time: 1583.29 ms [2022-02-11 23:45:33 main:574] : INFO : Epoch 1566 | loss: 0.0311602 | val_loss: 0.0311589 | Time: 1732.9 ms [2022-02-11 23:45:35 main:574] : INFO : Epoch 1567 | loss: 0.0311592 | val_loss: 0.0311597 | Time: 1586.65 ms [2022-02-11 23:45:36 main:574] : INFO : Epoch 1568 | loss: 0.03116 | val_loss: 0.0311595 | Time: 1611.86 ms [2022-02-11 23:45:38 main:574] : INFO : Epoch 1569 | loss: 0.0311611 | val_loss: 0.0311594 | Time: 1626.91 ms [2022-02-11 23:45:39 main:574] : INFO : Epoch 1570 | loss: 0.0311606 | val_loss: 0.0311589 | Time: 1597.59 ms [2022-02-11 23:45:41 main:574] : INFO : Epoch 1571 | loss: 0.0311599 | val_loss: 0.031159 | Time: 1631.01 ms [2022-02-11 23:45:43 main:574] : INFO : Epoch 1572 | loss: 0.03116 | val_loss: 0.0311588 | Time: 1622.04 ms [2022-02-11 23:45:44 main:574] : INFO : Epoch 1573 | loss: 0.0311578 | val_loss: 0.0311585 | Time: 1602.56 ms [2022-02-11 23:45:46 main:574] : INFO : Epoch 1574 | loss: 0.031159 | val_loss: 0.031162 | Time: 1628.62 ms [2022-02-11 23:45:48 main:574] : INFO : Epoch 1575 | loss: 0.0311592 | val_loss: 0.0311586 | Time: 1661.18 ms [2022-02-11 23:45:49 main:574] : INFO : Epoch 1576 | loss: 0.0311572 | val_loss: 0.0311595 | Time: 1572.13 ms [2022-02-11 23:45:51 main:574] : INFO : Epoch 1577 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 1598.82 ms [2022-02-11 23:45:52 main:574] : INFO : Epoch 1578 | loss: 0.0311585 | val_loss: 0.0311624 | Time: 1574.08 ms [2022-02-11 23:45:54 main:574] : INFO : Epoch 1579 | loss: 0.0311581 | val_loss: 0.0311584 | Time: 1616.74 ms [2022-02-11 23:45:56 main:574] : INFO : Epoch 1580 | loss: 0.0311572 | val_loss: 0.031159 | Time: 1597.4 ms [2022-02-11 23:45:57 main:574] : INFO : Epoch 1581 | loss: 0.0311571 | val_loss: 0.0311578 | Time: 1578.56 ms [2022-02-11 23:45:59 main:574] : INFO : Epoch 1582 | loss: 0.0311566 | val_loss: 0.0311583 | Time: 1629.05 ms [2022-02-11 23:46:01 main:574] : INFO : Epoch 1583 | loss: 0.0311556 | val_loss: 0.0311583 | Time: 1640.3 ms [2022-02-11 23:46:02 main:574] : INFO : Epoch 1584 | loss: 0.0311553 | val_loss: 0.0311574 | Time: 1610.98 ms [2022-02-11 23:46:04 main:574] : INFO : Epoch 1585 | loss: 0.0311555 | val_loss: 0.0311576 | Time: 1651.07 ms [2022-02-11 23:46:05 main:574] : INFO : Epoch 1586 | loss: 0.0311551 | val_loss: 0.0311574 | Time: 1595.93 ms [2022-02-11 23:46:07 main:574] : INFO : Epoch 1587 | loss: 0.0311554 | val_loss: 0.0311611 | Time: 1590.38 ms [2022-02-11 23:46:09 main:574] : INFO : Epoch 1588 | loss: 0.0311559 | val_loss: 0.0311573 | Time: 1595.65 ms [2022-02-11 23:46:10 main:574] : INFO : Epoch 1589 | loss: 0.0311542 | val_loss: 0.0311576 | Time: 1589.19 ms [2022-02-11 23:46:12 main:574] : INFO : Epoch 1590 | loss: 0.0311548 | val_loss: 0.0311587 | Time: 1645.67 ms [2022-02-11 23:46:13 main:574] : INFO : Epoch 1591 | loss: 0.0311549 | val_loss: 0.0311581 | Time: 1595.71 ms [2022-02-11 23:46:15 main:574] : INFO : Epoch 1592 | loss: 0.0311548 | val_loss: 0.0311593 | Time: 1594.54 ms [2022-02-11 23:46:17 main:574] : INFO : Epoch 1593 | loss: 0.0311543 | val_loss: 0.0311591 | Time: 1626.23 ms [2022-02-11 23:46:18 main:574] : INFO : Epoch 1594 | loss: 0.0311547 | val_loss: 0.0311602 | Time: 1599.63 ms [2022-02-11 23:46:20 main:574] : INFO : Epoch 1595 | loss: 0.0311563 | val_loss: 0.0311577 | Time: 1642.1 ms [2022-02-11 23:46:22 main:574] : INFO : Epoch 1596 | loss: 0.0311552 | val_loss: 0.0311582 | Time: 1636.5 ms [2022-02-11 23:46:23 main:574] : INFO : Epoch 1597 | loss: 0.0311541 | val_loss: 0.0311587 | Time: 1572.78 ms [2022-02-11 23:46:25 main:574] : INFO : Epoch 1598 | loss: 0.0311529 | val_loss: 0.0311587 | Time: 1603.56 ms [2022-02-11 23:46:27 main:574] : INFO : Epoch 1599 | loss: 0.0311522 | val_loss: 0.0311576 | Time: 1610.86 ms [2022-02-11 23:46:28 main:574] : INFO : Epoch 1600 | loss: 0.0311521 | val_loss: 0.0311561 | Time: 1604.23 ms [2022-02-11 23:46:30 main:574] : INFO : Epoch 1601 | loss: 0.0311544 | val_loss: 0.0311574 | Time: 1599.02 ms [2022-02-11 23:46:31 main:574] : INFO : Epoch 1602 | loss: 0.0311536 | val_loss: 0.0311572 | Time: 1585.34 ms [2022-02-11 23:46:33 main:574] : INFO : Epoch 1603 | loss: 0.031153 | val_loss: 0.031156 | Time: 1642.86 ms [2022-02-11 23:46:35 main:574] : INFO : Epoch 1604 | loss: 0.0311525 | val_loss: 0.0311594 | Time: 1648.1 ms [2022-02-11 23:46:36 main:574] : INFO : Epoch 1605 | loss: 0.0311509 | val_loss: 0.031155 | Time: 1581.38 ms [2022-02-11 23:46:38 main:574] : INFO : Epoch 1606 | loss: 0.03115 | val_loss: 0.0311549 | Time: 1669.8 ms [2022-02-11 23:46:40 main:574] : INFO : Epoch 1607 | loss: 0.0311497 | val_loss: 0.0311565 | Time: 1609.67 ms [2022-02-11 23:46:41 main:574] : INFO : Epoch 1608 | loss: 0.0311487 | val_loss: 0.031154 | Time: 1642 ms [2022-02-11 23:46:43 main:574] : INFO : Epoch 1609 | loss: 0.0311506 | val_loss: 0.0311574 | Time: 1598.9 ms [2022-02-11 23:46:45 main:574] : INFO : Epoch 1610 | loss: 0.0311515 | val_loss: 0.0311555 | Time: 1603 ms [2022-02-11 23:46:46 main:574] : INFO : Epoch 1611 | loss: 0.0311528 | val_loss: 0.031165 | Time: 1644.96 ms [2022-02-11 23:46:48 main:574] : INFO : Epoch 1612 | loss: 0.0311494 | val_loss: 0.0311593 | Time: 1597.9 ms [2022-02-11 23:46:49 main:574] : INFO : Epoch 1613 | loss: 0.0311493 | val_loss: 0.0311547 | Time: 1688.65 ms [2022-02-11 23:46:51 main:574] : INFO : Epoch 1614 | loss: 0.031147 | val_loss: 0.0311545 | Time: 1635.35 ms [2022-02-11 23:46:53 main:574] : INFO : Epoch 1615 | loss: 0.0311468 | val_loss: 0.0311557 | Time: 1657.88 ms [2022-02-11 23:46:54 main:574] : INFO : Epoch 1616 | loss: 0.0311477 | val_loss: 0.0311552 | Time: 1595.99 ms [2022-02-11 23:46:56 main:574] : INFO : Epoch 1617 | loss: 0.0311511 | val_loss: 0.0311611 | Time: 1616.87 ms [2022-02-11 23:46:58 main:574] : INFO : Epoch 1618 | loss: 0.0311501 | val_loss: 0.0311583 | Time: 1586.49 ms [2022-02-11 23:46:59 main:574] : INFO : Epoch 1619 | loss: 0.0311478 | val_loss: 0.0311555 | Time: 1592.2 ms [2022-02-11 23:47:01 main:574] : INFO : Epoch 1620 | loss: 0.0311471 | val_loss: 0.031155 | Time: 1630.43 ms [2022-02-11 23:47:02 main:574] : INFO : Epoch 1621 | loss: 0.0311471 | val_loss: 0.0311557 | Time: 1584.99 ms [2022-02-11 23:47:04 main:574] : INFO : Epoch 1622 | loss: 0.0311471 | val_loss: 0.0311572 | Time: 1617.87 ms [2022-02-11 23:47:06 main:574] : INFO : Epoch 1623 | loss: 0.0311468 | val_loss: 0.0311555 | Time: 1607.64 ms [2022-02-11 23:47:07 main:574] : INFO : Epoch 1624 | loss: 0.0311453 | val_loss: 0.031155 | Time: 1596.86 ms [2022-02-11 23:47:09 main:574] : INFO : Epoch 1625 | loss: 0.031146 | val_loss: 0.0311543 | Time: 1612.59 ms [2022-02-11 23:47:11 main:574] : INFO : Epoch 1626 | loss: 0.0311456 | val_loss: 0.0311569 | Time: 1644.14 ms [2022-02-11 23:47:12 main:574] : INFO : Epoch 1627 | loss: 0.031145 | val_loss: 0.0311544 | Time: 1595.11 ms [2022-02-11 23:47:14 main:574] : INFO : Epoch 1628 | loss: 0.0311451 | val_loss: 0.0311564 | Time: 1670.72 ms [2022-02-11 23:47:15 main:574] : INFO : Epoch 1629 | loss: 0.0311447 | val_loss: 0.0311615 | Time: 1579.06 ms [2022-02-11 23:47:17 main:574] : INFO : Epoch 1630 | loss: 0.0311463 | val_loss: 0.0311602 | Time: 1586.41 ms [2022-02-11 23:47:19 main:574] : INFO : Epoch 1631 | loss: 0.0311463 | val_loss: 0.0311575 | Time: 1596.99 ms [2022-02-11 23:47:20 main:574] : INFO : Epoch 1632 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 1578.7 ms [2022-02-11 23:47:22 main:574] : INFO : Epoch 1633 | loss: 0.0311453 | val_loss: 0.0311584 | Time: 1632.65 ms [2022-02-11 23:47:24 main:574] : INFO : Epoch 1634 | loss: 0.0311442 | val_loss: 0.0311549 | Time: 1629.44 ms [2022-02-11 23:47:25 main:574] : INFO : Epoch 1635 | loss: 0.0311446 | val_loss: 0.0311586 | Time: 1608.2 ms [2022-02-11 23:47:27 main:574] : INFO : Epoch 1636 | loss: 0.0311467 | val_loss: 0.0311556 | Time: 1591.57 ms [2022-02-11 23:47:28 main:574] : INFO : Epoch 1637 | loss: 0.0311443 | val_loss: 0.0311563 | Time: 1607.95 ms [2022-02-11 23:47:30 main:574] : INFO : Epoch 1638 | loss: 0.0311437 | val_loss: 0.0311554 | Time: 1545.09 ms [2022-02-11 23:47:32 main:574] : INFO : Epoch 1639 | loss: 0.0311445 | val_loss: 0.0311574 | Time: 1640.55 ms [2022-02-11 23:47:33 main:574] : INFO : Epoch 1640 | loss: 0.0311446 | val_loss: 0.0311543 | Time: 1668.36 ms [2022-02-11 23:47:35 main:574] : INFO : Epoch 1641 | loss: 0.0311439 | val_loss: 0.0311529 | Time: 1581.22 ms [2022-02-11 23:47:37 main:574] : INFO : Epoch 1642 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 1647.07 ms [2022-02-11 23:47:38 main:574] : INFO : Epoch 1643 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 1607.76 ms [2022-02-11 23:47:40 main:574] : INFO : Epoch 1644 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 1607.7 ms [2022-02-11 23:47:41 main:574] : INFO : Epoch 1645 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1560.67 ms [2022-02-11 23:47:43 main:574] : INFO : Epoch 1646 | loss: 0.0311627 | val_loss: 0.0311686 | Time: 1618.38 ms [2022-02-11 23:47:45 main:574] : INFO : Epoch 1647 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 1582.73 ms [2022-02-11 23:47:46 main:574] : INFO : Epoch 1648 | loss: 0.0311596 | val_loss: 0.0311661 | Time: 1601.5 ms [2022-02-11 23:47:48 main:574] : INFO : Epoch 1649 | loss: 0.0311597 | val_loss: 0.031168 | Time: 1609.59 ms [2022-02-11 23:47:50 main:574] : INFO : Epoch 1650 | loss: 0.0311574 | val_loss: 0.031168 | Time: 1618.86 ms [2022-02-11 23:47:51 main:574] : INFO : Epoch 1651 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 1599.95 ms [2022-02-11 23:47:53 main:574] : INFO : Epoch 1652 | loss: 0.03116 | val_loss: 0.031169 | Time: 1633.61 ms [2022-02-11 23:47:54 main:574] : INFO : Epoch 1653 | loss: 0.031161 | val_loss: 0.0311689 | Time: 1612.7 ms [2022-02-11 23:47:56 main:574] : INFO : Epoch 1654 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 1558.48 ms [2022-02-11 23:47:58 main:574] : INFO : Epoch 1655 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 1636.66 ms [2022-02-11 23:47:59 main:574] : INFO : Epoch 1656 | loss: 0.0311576 | val_loss: 0.0311615 | Time: 1627.51 ms [2022-02-11 23:48:01 main:574] : INFO : Epoch 1657 | loss: 0.0311564 | val_loss: 0.0311601 | Time: 1605.3 ms [2022-02-11 23:48:02 main:574] : INFO : Epoch 1658 | loss: 0.0311549 | val_loss: 0.03116 | Time: 1615.66 ms [2022-02-11 23:48:04 main:574] : INFO : Epoch 1659 | loss: 0.0311543 | val_loss: 0.0311596 | Time: 1594.04 ms [2022-02-11 23:48:06 main:574] : INFO : Epoch 1660 | loss: 0.0311532 | val_loss: 0.031163 | Time: 1606.37 ms [2022-02-11 23:48:07 main:574] : INFO : Epoch 1661 | loss: 0.0311539 | val_loss: 0.0311648 | Time: 1612.55 ms [2022-02-11 23:48:09 main:574] : INFO : Epoch 1662 | loss: 0.0311516 | val_loss: 0.0311595 | Time: 1637.46 ms [2022-02-11 23:48:11 main:574] : INFO : Epoch 1663 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 1550.92 ms [2022-02-11 23:48:12 main:574] : INFO : Epoch 1664 | loss: 0.0311641 | val_loss: 0.0311644 | Time: 1576.34 ms [2022-02-11 23:48:14 main:574] : INFO : Epoch 1665 | loss: 0.0311593 | val_loss: 0.0311625 | Time: 1569.82 ms [2022-02-11 23:48:15 main:574] : INFO : Epoch 1666 | loss: 0.0311591 | val_loss: 0.03116 | Time: 1629.16 ms [2022-02-11 23:48:17 main:574] : INFO : Epoch 1667 | loss: 0.0311556 | val_loss: 0.0311609 | Time: 1623.27 ms [2022-02-11 23:48:19 main:574] : INFO : Epoch 1668 | loss: 0.0311546 | val_loss: 0.0311617 | Time: 1563.47 ms [2022-02-11 23:48:20 main:574] : INFO : Epoch 1669 | loss: 0.0311545 | val_loss: 0.0311586 | Time: 1571.3 ms [2022-02-11 23:48:22 main:574] : INFO : Epoch 1670 | loss: 0.0311534 | val_loss: 0.0311598 | Time: 1594.98 ms [2022-02-11 23:48:23 main:574] : INFO : Epoch 1671 | loss: 0.031153 | val_loss: 0.0311588 | Time: 1579.02 ms [2022-02-11 23:48:25 main:574] : INFO : Epoch 1672 | loss: 0.0311527 | val_loss: 0.031161 | Time: 1611.95 ms [2022-02-11 23:48:27 main:574] : INFO : Epoch 1673 | loss: 0.0311524 | val_loss: 0.0311588 | Time: 1662.37 ms [2022-02-11 23:48:28 main:574] : INFO : Epoch 1674 | loss: 0.0311516 | val_loss: 0.0311618 | Time: 1600.16 ms [2022-02-11 23:48:30 main:574] : INFO : Epoch 1675 | loss: 0.031152 | val_loss: 0.03116 | Time: 1639.55 ms [2022-02-11 23:48:32 main:574] : INFO : Epoch 1676 | loss: 0.0311507 | val_loss: 0.0311591 | Time: 1612.02 ms [2022-02-11 23:48:33 main:574] : INFO : Epoch 1677 | loss: 0.0311509 | val_loss: 0.0311595 | Time: 1574.07 ms [2022-02-11 23:48:35 main:574] : INFO : Epoch 1678 | loss: 0.0311501 | val_loss: 0.0311576 | Time: 1753.79 ms [2022-02-11 23:48:37 main:574] : INFO : Epoch 1679 | loss: 0.0311492 | val_loss: 0.0311562 | Time: 1604.95 ms [2022-02-11 23:48:38 main:574] : INFO : Epoch 1680 | loss: 0.0311509 | val_loss: 0.0311591 | Time: 1586.78 ms [2022-02-11 23:48:40 main:574] : INFO : Epoch 1681 | loss: 0.0311504 | val_loss: 0.0311588 | Time: 1612.17 ms [2022-02-11 23:48:41 main:574] : INFO : Epoch 1682 | loss: 0.0311487 | val_loss: 0.0311637 | Time: 1563.81 ms [2022-02-11 23:48:43 main:574] : INFO : Epoch 1683 | loss: 0.0311504 | val_loss: 0.0311587 | Time: 1615.07 ms [2022-02-11 23:48:45 main:574] : INFO : Epoch 1684 | loss: 0.0311511 | val_loss: 0.0311632 | Time: 1652.11 ms [2022-02-11 23:48:46 main:574] : INFO : Epoch 1685 | loss: 0.0311509 | val_loss: 0.0311587 | Time: 1576.82 ms [2022-02-11 23:48:48 main:574] : INFO : Epoch 1686 | loss: 0.0311499 | val_loss: 0.0311606 | Time: 1619.35 ms [2022-02-11 23:48:49 main:574] : INFO : Epoch 1687 | loss: 0.0311511 | val_loss: 0.0311656 | Time: 1610.88 ms [2022-02-11 23:48:51 main:574] : INFO : Epoch 1688 | loss: 0.0311544 | val_loss: 0.0311602 | Time: 1631.68 ms [2022-02-11 23:48:53 main:574] : INFO : Epoch 1689 | loss: 0.0311487 | val_loss: 0.0311553 | Time: 1631.04 ms [2022-02-11 23:48:54 main:574] : INFO : Epoch 1690 | loss: 0.0311492 | val_loss: 0.0311552 | Time: 1578.63 ms [2022-02-11 23:48:56 main:574] : INFO : Epoch 1691 | loss: 0.0311501 | val_loss: 0.0311567 | Time: 1618.55 ms [2022-02-11 23:48:58 main:574] : INFO : Epoch 1692 | loss: 0.03115 | val_loss: 0.0311558 | Time: 1619.87 ms [2022-02-11 23:48:59 main:574] : INFO : Epoch 1693 | loss: 0.0311515 | val_loss: 0.0311592 | Time: 1655.06 ms [2022-02-11 23:49:01 main:574] : INFO : Epoch 1694 | loss: 0.0311513 | val_loss: 0.0311548 | Time: 1607 ms [2022-02-11 23:49:03 main:574] : INFO : Epoch 1695 | loss: 0.0311513 | val_loss: 0.0311587 | Time: 1658.91 ms [2022-02-11 23:49:04 main:574] : INFO : Epoch 1696 | loss: 0.031155 | val_loss: 0.0311546 | Time: 1622.11 ms [2022-02-11 23:49:06 main:574] : INFO : Epoch 1697 | loss: 0.0311557 | val_loss: 0.031154 | Time: 1610.21 ms [2022-02-11 23:49:07 main:574] : INFO : Epoch 1698 | loss: 0.0311973 | val_loss: 0.0312096 | Time: 1608.92 ms [2022-02-11 23:49:09 main:574] : INFO : Epoch 1699 | loss: 0.0312125 | val_loss: 0.0312055 | Time: 1609.92 ms [2022-02-11 23:49:11 main:574] : INFO : Epoch 1700 | loss: 0.0312077 | val_loss: 0.0312049 | Time: 1608.71 ms [2022-02-11 23:49:12 main:574] : INFO : Epoch 1701 | loss: 0.0312046 | val_loss: 0.031201 | Time: 1544.24 ms [2022-02-11 23:49:14 main:574] : INFO : Epoch 1702 | loss: 0.0311995 | val_loss: 0.0311937 | Time: 1627.19 ms [2022-02-11 23:49:16 main:574] : INFO : Epoch 1703 | loss: 0.0311944 | val_loss: 0.0311867 | Time: 1601.99 ms [2022-02-11 23:49:17 main:574] : INFO : Epoch 1704 | loss: 0.0311905 | val_loss: 0.0311871 | Time: 1620.69 ms [2022-02-11 23:49:19 main:574] : INFO : Epoch 1705 | loss: 0.0311882 | val_loss: 0.0311851 | Time: 1586.69 ms [2022-02-11 23:49:20 main:574] : INFO : Epoch 1706 | loss: 0.0311876 | val_loss: 0.0311833 | Time: 1696.86 ms [2022-02-11 23:49:22 main:574] : INFO : Epoch 1707 | loss: 0.0311883 | val_loss: 0.0311826 | Time: 1588.21 ms [2022-02-11 23:49:24 main:574] : INFO : Epoch 1708 | loss: 0.0311876 | val_loss: 0.0311826 | Time: 1582.29 ms [2022-02-11 23:49:25 main:574] : INFO : Epoch 1709 | loss: 0.0311857 | val_loss: 0.0311806 | Time: 1569.54 ms [2022-02-11 23:49:27 main:574] : INFO : Epoch 1710 | loss: 0.0311859 | val_loss: 0.0311814 | Time: 1592.86 ms [2022-02-11 23:49:29 main:574] : INFO : Epoch 1711 | loss: 0.0311848 | val_loss: 0.0311807 | Time: 1649.26 ms [2022-02-11 23:49:30 main:574] : INFO : Epoch 1712 | loss: 0.0311846 | val_loss: 0.0311809 | Time: 1630.38 ms [2022-02-11 23:49:32 main:574] : INFO : Epoch 1713 | loss: 0.0311851 | val_loss: 0.0311819 | Time: 1600.5 ms [2022-02-11 23:49:33 main:574] : INFO : Epoch 1714 | loss: 0.0311854 | val_loss: 0.0311817 | Time: 1533.55 ms [2022-02-11 23:49:35 main:574] : INFO : Epoch 1715 | loss: 0.0311846 | val_loss: 0.0311841 | Time: 1751.87 ms [2022-02-11 23:49:37 main:574] : INFO : Epoch 1716 | loss: 0.0311867 | val_loss: 0.0311856 | Time: 1623.51 ms [2022-02-11 23:49:38 main:574] : INFO : Epoch 1717 | loss: 0.0311853 | val_loss: 0.0311797 | Time: 1631.6 ms [2022-02-11 23:49:40 main:574] : INFO : Epoch 1718 | loss: 0.0311885 | val_loss: 0.0311826 | Time: 1593.94 ms [2022-02-11 23:49:42 main:574] : INFO : Epoch 1719 | loss: 0.0311885 | val_loss: 0.0311861 | Time: 1580.66 ms [2022-02-11 23:49:43 main:574] : INFO : Epoch 1720 | loss: 0.0311884 | val_loss: 0.0311805 | Time: 1607.36 ms [2022-02-11 23:49:45 main:574] : INFO : Epoch 1721 | loss: 0.0311861 | val_loss: 0.0311814 | Time: 1602.11 ms [2022-02-11 23:49:47 main:574] : INFO : Epoch 1722 | loss: 0.0311862 | val_loss: 0.0311814 | Time: 1623.89 ms [2022-02-11 23:49:48 main:574] : INFO : Epoch 1723 | loss: 0.0311867 | val_loss: 0.0311829 | Time: 1688.41 ms [2022-02-11 23:49:50 main:574] : INFO : Epoch 1724 | loss: 0.0311857 | val_loss: 0.031182 | Time: 1627.73 ms [2022-02-11 23:49:52 main:574] : INFO : Epoch 1725 | loss: 0.0311843 | val_loss: 0.0311813 | Time: 1708.38 ms [2022-02-11 23:49:53 main:574] : INFO : Epoch 1726 | loss: 0.0311846 | val_loss: 0.0311806 | Time: 1632.95 ms [2022-02-11 23:49:55 main:574] : INFO : Epoch 1727 | loss: 0.0311849 | val_loss: 0.0311799 | Time: 1573.72 ms [2022-02-11 23:49:56 main:574] : INFO : Epoch 1728 | loss: 0.0311844 | val_loss: 0.0311832 | Time: 1563.45 ms [2022-02-11 23:49:58 main:574] : INFO : Epoch 1729 | loss: 0.0311831 | val_loss: 0.0311802 | Time: 1630.18 ms [2022-02-11 23:50:00 main:574] : INFO : Epoch 1730 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 1660.26 ms [2022-02-11 23:50:01 main:574] : INFO : Epoch 1731 | loss: 0.0311807 | val_loss: 0.03118 | Time: 1608.52 ms [2022-02-11 23:50:03 main:574] : INFO : Epoch 1732 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 1608.56 ms [2022-02-11 23:50:05 main:574] : INFO : Epoch 1733 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 1561.76 ms [2022-02-11 23:50:06 main:574] : INFO : Epoch 1734 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 1569.51 ms [2022-02-11 23:50:08 main:574] : INFO : Epoch 1735 | loss: 0.0311849 | val_loss: 0.0311842 | Time: 1627.78 ms [2022-02-11 23:50:09 main:574] : INFO : Epoch 1736 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1550.18 ms [2022-02-11 23:50:11 main:574] : INFO : Epoch 1737 | loss: 0.0311846 | val_loss: 0.031183 | Time: 1583.13 ms [2022-02-11 23:50:13 main:574] : INFO : Epoch 1738 | loss: 0.031183 | val_loss: 0.0311871 | Time: 1629.46 ms [2022-02-11 23:50:14 main:574] : INFO : Epoch 1739 | loss: 0.031183 | val_loss: 0.0311818 | Time: 1612.48 ms [2022-02-11 23:50:16 main:574] : INFO : Epoch 1740 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 1637.35 ms [2022-02-11 23:50:18 main:574] : INFO : Epoch 1741 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 1736.07 ms [2022-02-11 23:50:19 main:574] : INFO : Epoch 1742 | loss: 0.0311831 | val_loss: 0.031181 | Time: 1588.8 ms [2022-02-11 23:50:21 main:574] : INFO : Epoch 1743 | loss: 0.0311818 | val_loss: 0.0311808 | Time: 1575.23 ms [2022-02-11 23:50:22 main:574] : INFO : Epoch 1744 | loss: 0.0311809 | val_loss: 0.0311818 | Time: 1608.4 ms [2022-02-11 23:50:24 main:574] : INFO : Epoch 1745 | loss: 0.0311824 | val_loss: 0.0311832 | Time: 1589.91 ms [2022-02-11 23:50:26 main:574] : INFO : Epoch 1746 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 1582.98 ms [2022-02-11 23:50:27 main:574] : INFO : Epoch 1747 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 1576.22 ms [2022-02-11 23:50:29 main:574] : INFO : Epoch 1748 | loss: 0.0311815 | val_loss: 0.0311794 | Time: 1575.73 ms [2022-02-11 23:50:30 main:574] : INFO : Epoch 1749 | loss: 0.0311814 | val_loss: 0.0311795 | Time: 1635.91 ms [2022-02-11 23:50:32 main:574] : INFO : Epoch 1750 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1631.3 ms [2022-02-11 23:50:34 main:574] : INFO : Epoch 1751 | loss: 0.0311831 | val_loss: 0.0311813 | Time: 1625.41 ms [2022-02-11 23:50:35 main:574] : INFO : Epoch 1752 | loss: 0.0311856 | val_loss: 0.0311822 | Time: 1631.77 ms [2022-02-11 23:50:37 main:574] : INFO : Epoch 1753 | loss: 0.0311878 | val_loss: 0.0311911 | Time: 1722.09 ms [2022-02-11 23:50:39 main:574] : INFO : Epoch 1754 | loss: 0.0311926 | val_loss: 0.0311945 | Time: 1632.57 ms [2022-02-11 23:50:40 main:574] : INFO : Epoch 1755 | loss: 0.0311947 | val_loss: 0.031193 | Time: 1577.99 ms [2022-02-11 23:50:42 main:574] : INFO : Epoch 1756 | loss: 0.0311953 | val_loss: 0.0311985 | Time: 1614.14 ms [2022-02-11 23:50:44 main:574] : INFO : Epoch 1757 | loss: 0.0311949 | val_loss: 0.0311918 | Time: 1585.4 ms [2022-02-11 23:50:45 main:574] : INFO : Epoch 1758 | loss: 0.0311963 | val_loss: 0.0311995 | Time: 1602.71 ms [2022-02-11 23:50:47 main:574] : INFO : Epoch 1759 | loss: 0.0311956 | val_loss: 0.0311938 | Time: 1612.67 ms [2022-02-11 23:50:48 main:574] : INFO : Epoch 1760 | loss: 0.0311955 | val_loss: 0.0312012 | Time: 1605.58 ms [2022-02-11 23:50:50 main:574] : INFO : Epoch 1761 | loss: 0.0311946 | val_loss: 0.031196 | Time: 1647.49 ms [2022-02-11 23:50:52 main:574] : INFO : Epoch 1762 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 1641.86 ms [2022-02-11 23:50:53 main:574] : INFO : Epoch 1763 | loss: 0.0311926 | val_loss: 0.0311938 | Time: 1631.69 ms [2022-02-11 23:50:55 main:574] : INFO : Epoch 1764 | loss: 0.0311903 | val_loss: 0.0311881 | Time: 1579.43 ms [2022-02-11 23:50:57 main:574] : INFO : Epoch 1765 | loss: 0.0311886 | val_loss: 0.03119 | Time: 1574.97 ms [2022-02-11 23:50:58 main:574] : INFO : Epoch 1766 | loss: 0.03119 | val_loss: 0.0311908 | Time: 1598.25 ms [2022-02-11 23:51:00 main:574] : INFO : Epoch 1767 | loss: 0.0311887 | val_loss: 0.0311884 | Time: 1644.56 ms [2022-02-11 23:51:02 main:574] : INFO : Epoch 1768 | loss: 0.0311879 | val_loss: 0.0311887 | Time: 1621.07 ms [2022-02-11 23:51:03 main:574] : INFO : Epoch 1769 | loss: 0.0311878 | val_loss: 0.0311876 | Time: 1613.34 ms [2022-02-11 23:51:05 main:574] : INFO : Epoch 1770 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 1601.82 ms [2022-02-11 23:51:06 main:574] : INFO : Epoch 1771 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 1604.93 ms [2022-02-11 23:51:08 main:574] : INFO : Epoch 1772 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 1585.55 ms [2022-02-11 23:51:10 main:574] : INFO : Epoch 1773 | loss: 0.0311867 | val_loss: 0.0311858 | Time: 1604.32 ms [2022-02-11 23:51:11 main:574] : INFO : Epoch 1774 | loss: 0.031186 | val_loss: 0.0311868 | Time: 1601.4 ms [2022-02-11 23:51:13 main:574] : INFO : Epoch 1775 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 1656.35 ms [2022-02-11 23:51:14 main:574] : INFO : Epoch 1776 | loss: 0.0311846 | val_loss: 0.0311857 | Time: 1573.79 ms [2022-02-11 23:51:16 main:574] : INFO : Epoch 1777 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 1649.33 ms [2022-02-11 23:51:18 main:574] : INFO : Epoch 1778 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1608.13 ms [2022-02-11 23:51:19 main:574] : INFO : Epoch 1779 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 1617.84 ms [2022-02-11 23:51:21 main:574] : INFO : Epoch 1780 | loss: 0.0311843 | val_loss: 0.0311847 | Time: 1672.07 ms [2022-02-11 23:51:23 main:574] : INFO : Epoch 1781 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 1626.86 ms [2022-02-11 23:51:24 main:574] : INFO : Epoch 1782 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 1587.42 ms [2022-02-11 23:51:26 main:574] : INFO : Epoch 1783 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 1603.26 ms [2022-02-11 23:51:27 main:574] : INFO : Epoch 1784 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 1545.32 ms [2022-02-11 23:51:29 main:574] : INFO : Epoch 1785 | loss: 0.031184 | val_loss: 0.0311871 | Time: 1562.8 ms [2022-02-11 23:51:31 main:574] : INFO : Epoch 1786 | loss: 0.0311838 | val_loss: 0.0311876 | Time: 1610.67 ms [2022-02-11 23:51:32 main:574] : INFO : Epoch 1787 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 1588.61 ms [2022-02-11 23:51:34 main:574] : INFO : Epoch 1788 | loss: 0.0311835 | val_loss: 0.0311857 | Time: 1621.82 ms [2022-02-11 23:51:35 main:574] : INFO : Epoch 1789 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 1612.71 ms [2022-02-11 23:51:37 main:574] : INFO : Epoch 1790 | loss: 0.0311836 | val_loss: 0.0311861 | Time: 1669.69 ms [2022-02-11 23:51:39 main:574] : INFO : Epoch 1791 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 1559.76 ms [2022-02-11 23:51:40 main:574] : INFO : Epoch 1792 | loss: 0.0311845 | val_loss: 0.0311852 | Time: 1594.18 ms [2022-02-11 23:51:42 main:574] : INFO : Epoch 1793 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 1591.17 ms [2022-02-11 23:51:44 main:574] : INFO : Epoch 1794 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 1623.64 ms [2022-02-11 23:51:45 main:574] : INFO : Epoch 1795 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 1617.02 ms [2022-02-11 23:51:47 main:574] : INFO : Epoch 1796 | loss: 0.0311821 | val_loss: 0.031185 | Time: 1665.54 ms [2022-02-11 23:51:49 main:574] : INFO : Epoch 1797 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 1624.85 ms [2022-02-11 23:51:50 main:574] : INFO : Epoch 1798 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 1618.9 ms [2022-02-11 23:51:52 main:574] : INFO : Epoch 1799 | loss: 0.031182 | val_loss: 0.0311845 | Time: 1765.11 ms [2022-02-11 23:51:54 main:574] : INFO : Epoch 1800 | loss: 0.0311808 | val_loss: 0.0311856 | Time: 1575.62 ms [2022-02-11 23:51:55 main:574] : INFO : Epoch 1801 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 1602.13 ms [2022-02-11 23:51:57 main:574] : INFO : Epoch 1802 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 1594.38 ms [2022-02-11 23:51:58 main:574] : INFO : Epoch 1803 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 1612.4 ms [2022-02-11 23:52:00 main:574] : INFO : Epoch 1804 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 1648.15 ms [2022-02-11 23:52:02 main:574] : INFO : Epoch 1805 | loss: 0.0311804 | val_loss: 0.0311844 | Time: 1548.91 ms [2022-02-11 23:52:03 main:574] : INFO : Epoch 1806 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 1624.41 ms [2022-02-11 23:52:05 main:574] : INFO : Epoch 1807 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 1629.28 ms [2022-02-11 23:52:07 main:574] : INFO : Epoch 1808 | loss: 0.03118 | val_loss: 0.0311835 | Time: 1618.8 ms [2022-02-11 23:52:08 main:574] : INFO : Epoch 1809 | loss: 0.0311794 | val_loss: 0.031183 | Time: 1595.03 ms [2022-02-11 23:52:10 main:574] : INFO : Epoch 1810 | loss: 0.03118 | val_loss: 0.0311836 | Time: 1614.98 ms [2022-02-11 23:52:11 main:574] : INFO : Epoch 1811 | loss: 0.0311803 | val_loss: 0.0311815 | Time: 1583.4 ms [2022-02-11 23:52:13 main:574] : INFO : Epoch 1812 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 1589.62 ms [2022-02-11 23:52:15 main:574] : INFO : Epoch 1813 | loss: 0.0311818 | val_loss: 0.0311906 | Time: 1567.41 ms [2022-02-11 23:52:16 main:574] : INFO : Epoch 1814 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 1663.49 ms [2022-02-11 23:52:18 main:574] : INFO : Epoch 1815 | loss: 0.0311801 | val_loss: 0.0311842 | Time: 1628.62 ms [2022-02-11 23:52:19 main:574] : INFO : Epoch 1816 | loss: 0.0311809 | val_loss: 0.0311832 | Time: 1575.29 ms [2022-02-11 23:52:21 main:574] : INFO : Epoch 1817 | loss: 0.0311805 | val_loss: 0.0311866 | Time: 1589.57 ms [2022-02-11 23:52:23 main:574] : INFO : Epoch 1818 | loss: 0.031181 | val_loss: 0.031188 | Time: 1554.31 ms [2022-02-11 23:52:24 main:574] : INFO : Epoch 1819 | loss: 0.0311802 | val_loss: 0.0311837 | Time: 1591.54 ms [2022-02-11 23:52:26 main:574] : INFO : Epoch 1820 | loss: 0.0311786 | val_loss: 0.0311901 | Time: 1628.97 ms [2022-02-11 23:52:27 main:574] : INFO : Epoch 1821 | loss: 0.0311808 | val_loss: 0.0311802 | Time: 1607.93 ms [2022-02-11 23:52:29 main:574] : INFO : Epoch 1822 | loss: 0.031179 | val_loss: 0.0311816 | Time: 1561.29 ms [2022-02-11 23:52:31 main:574] : INFO : Epoch 1823 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1578.03 ms [2022-02-11 23:52:32 main:574] : INFO : Epoch 1824 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 1588.33 ms [2022-02-11 23:52:34 main:574] : INFO : Epoch 1825 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 1596.1 ms [2022-02-11 23:52:35 main:574] : INFO : Epoch 1826 | loss: 0.0311777 | val_loss: 0.031182 | Time: 1606.55 ms [2022-02-11 23:52:37 main:574] : INFO : Epoch 1827 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 1628.53 ms [2022-02-11 23:52:39 main:574] : INFO : Epoch 1828 | loss: 0.0311775 | val_loss: 0.03118 | Time: 1740.24 ms [2022-02-11 23:52:40 main:574] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 1574.11 ms [2022-02-11 23:52:42 main:574] : INFO : Epoch 1830 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 1649.99 ms [2022-02-11 23:52:44 main:574] : INFO : Epoch 1831 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 1728.28 ms [2022-02-11 23:52:45 main:574] : INFO : Epoch 1832 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 1592.74 ms [2022-02-11 23:52:47 main:574] : INFO : Epoch 1833 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 1606.67 ms [2022-02-11 23:52:49 main:574] : INFO : Epoch 1834 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 1618.06 ms [2022-02-11 23:52:50 main:574] : INFO : Epoch 1835 | loss: 0.031176 | val_loss: 0.0311806 | Time: 1625.01 ms [2022-02-11 23:52:52 main:574] : INFO : Epoch 1836 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 1701.19 ms [2022-02-11 23:52:54 main:574] : INFO : Epoch 1837 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 1660.25 ms [2022-02-11 23:52:55 main:574] : INFO : Epoch 1838 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 1594.81 ms [2022-02-11 23:52:57 main:574] : INFO : Epoch 1839 | loss: 0.0311773 | val_loss: 0.0311861 | Time: 1611.3 ms [2022-02-11 23:52:59 main:574] : INFO : Epoch 1840 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 1606.52 ms [2022-02-11 23:53:00 main:574] : INFO : Epoch 1841 | loss: 0.0311781 | val_loss: 0.031181 | Time: 1631.82 ms [2022-02-11 23:53:02 main:574] : INFO : Epoch 1842 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 1591.25 ms [2022-02-11 23:53:03 main:574] : INFO : Epoch 1843 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 1614.86 ms [2022-02-11 23:53:05 main:574] : INFO : Epoch 1844 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 1605.24 ms [2022-02-11 23:53:07 main:574] : INFO : Epoch 1845 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 1567.41 ms [2022-02-11 23:53:08 main:574] : INFO : Epoch 1846 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 1623.41 ms [2022-02-11 23:53:10 main:574] : INFO : Epoch 1847 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 1632.15 ms [2022-02-11 23:53:12 main:574] : INFO : Epoch 1848 | loss: 0.031177 | val_loss: 0.0311821 | Time: 1613.14 ms [2022-02-11 23:53:13 main:574] : INFO : Epoch 1849 | loss: 0.0311759 | val_loss: 0.0311849 | Time: 1638.57 ms [2022-02-11 23:53:15 main:574] : INFO : Epoch 1850 | loss: 0.0311758 | val_loss: 0.031184 | Time: 1640.18 ms [2022-02-11 23:53:16 main:574] : INFO : Epoch 1851 | loss: 0.0311753 | val_loss: 0.03118 | Time: 1618.12 ms [2022-02-11 23:53:18 main:574] : INFO : Epoch 1852 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 1619.69 ms [2022-02-11 23:53:20 main:574] : INFO : Epoch 1853 | loss: 0.031174 | val_loss: 0.0311812 | Time: 1624.25 ms [2022-02-11 23:53:21 main:574] : INFO : Epoch 1854 | loss: 0.0311736 | val_loss: 0.0311825 | Time: 1606.45 ms [2022-02-11 23:53:23 main:574] : INFO : Epoch 1855 | loss: 0.0311741 | val_loss: 0.031182 | Time: 1580.53 ms [2022-02-11 23:53:25 main:574] : INFO : Epoch 1856 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 1607.42 ms [2022-02-11 23:53:26 main:574] : INFO : Epoch 1857 | loss: 0.0311757 | val_loss: 0.0311854 | Time: 1577.92 ms [2022-02-11 23:53:28 main:574] : INFO : Epoch 1858 | loss: 0.0311742 | val_loss: 0.0311879 | Time: 1612.53 ms [2022-02-11 23:53:29 main:574] : INFO : Epoch 1859 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 1564 ms [2022-02-11 23:53:31 main:574] : INFO : Epoch 1860 | loss: 0.0311741 | val_loss: 0.031183 | Time: 1632.48 ms [2022-02-11 23:53:33 main:574] : INFO : Epoch 1861 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 1679.03 ms [2022-02-11 23:53:34 main:574] : INFO : Epoch 1862 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 1555.59 ms [2022-02-11 23:53:36 main:574] : INFO : Epoch 1863 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 1582.48 ms [2022-02-11 23:53:37 main:574] : INFO : Epoch 1864 | loss: 0.031173 | val_loss: 0.0311852 | Time: 1635.94 ms [2022-02-11 23:53:39 main:574] : INFO : Epoch 1865 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 1547.4 ms [2022-02-11 23:53:41 main:574] : INFO : Epoch 1866 | loss: 0.0311773 | val_loss: 0.0311973 | Time: 1634.01 ms [2022-02-11 23:53:42 main:574] : INFO : Epoch 1867 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 1625.08 ms [2022-02-11 23:53:44 main:574] : INFO : Epoch 1868 | loss: 0.0311748 | val_loss: 0.0311829 | Time: 1620.07 ms [2022-02-11 23:53:46 main:574] : INFO : Epoch 1869 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 1601.95 ms [2022-02-11 23:53:47 main:574] : INFO : Epoch 1870 | loss: 0.031176 | val_loss: 0.0311867 | Time: 1596.95 ms [2022-02-11 23:53:49 main:574] : INFO : Epoch 1871 | loss: 0.031174 | val_loss: 0.0311809 | Time: 1598.57 ms [2022-02-11 23:53:50 main:574] : INFO : Epoch 1872 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1583.04 ms [2022-02-11 23:53:52 main:574] : INFO : Epoch 1873 | loss: 0.031174 | val_loss: 0.0311802 | Time: 1626.39 ms [2022-02-11 23:53:54 main:574] : INFO : Epoch 1874 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 1575.02 ms [2022-02-11 23:53:55 main:574] : INFO : Epoch 1875 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 1607.61 ms [2022-02-11 23:53:57 main:574] : INFO : Epoch 1876 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 1644.12 ms [2022-02-11 23:53:59 main:574] : INFO : Epoch 1877 | loss: 0.0311739 | val_loss: 0.0311829 | Time: 1633.28 ms [2022-02-11 23:54:00 main:574] : INFO : Epoch 1878 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 1640.54 ms [2022-02-11 23:54:02 main:574] : INFO : Epoch 1879 | loss: 0.031175 | val_loss: 0.031183 | Time: 1603.98 ms [2022-02-11 23:54:03 main:574] : INFO : Epoch 1880 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 1593.5 ms [2022-02-11 23:54:05 main:574] : INFO : Epoch 1881 | loss: 0.0311729 | val_loss: 0.0311827 | Time: 1634.82 ms [2022-02-11 23:54:07 main:574] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1671.11 ms [2022-02-11 23:54:08 main:574] : INFO : Epoch 1883 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 1630.2 ms [2022-02-11 23:54:10 main:574] : INFO : Epoch 1884 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 1662.51 ms [2022-02-11 23:54:12 main:574] : INFO : Epoch 1885 | loss: 0.031173 | val_loss: 0.0311818 | Time: 1681.67 ms [2022-02-11 23:54:13 main:574] : INFO : Epoch 1886 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 1649.61 ms [2022-02-11 23:54:15 main:574] : INFO : Epoch 1887 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 1632.29 ms [2022-02-11 23:54:17 main:574] : INFO : Epoch 1888 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 1649.82 ms [2022-02-11 23:54:18 main:574] : INFO : Epoch 1889 | loss: 0.031173 | val_loss: 0.0311802 | Time: 1629.81 ms [2022-02-11 23:54:20 main:574] : INFO : Epoch 1890 | loss: 0.031173 | val_loss: 0.0311818 | Time: 1645.15 ms [2022-02-11 23:54:22 main:574] : INFO : Epoch 1891 | loss: 0.0311748 | val_loss: 0.0311785 | Time: 1721.47 ms [2022-02-11 23:54:23 main:574] : INFO : Epoch 1892 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 1616.62 ms [2022-02-11 23:54:25 main:574] : INFO : Epoch 1893 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1617.11 ms [2022-02-11 23:54:27 main:574] : INFO : Epoch 1894 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 1613.62 ms [2022-02-11 23:54:28 main:574] : INFO : Epoch 1895 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 1631.45 ms [2022-02-11 23:54:30 main:574] : INFO : Epoch 1896 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1679.96 ms [2022-02-11 23:54:32 main:574] : INFO : Epoch 1897 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 1608.6 ms [2022-02-11 23:54:33 main:574] : INFO : Epoch 1898 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 1691.36 ms [2022-02-11 23:54:35 main:574] : INFO : Epoch 1899 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 1691.16 ms [2022-02-11 23:54:37 main:574] : INFO : Epoch 1900 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 1675.93 ms [2022-02-11 23:54:38 main:574] : INFO : Epoch 1901 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 1706.15 ms [2022-02-11 23:54:40 main:574] : INFO : Epoch 1902 | loss: 0.0311714 | val_loss: 0.0311807 | Time: 1646.71 ms [2022-02-11 23:54:42 main:574] : INFO : Epoch 1903 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 1648.4 ms [2022-02-11 23:54:43 main:574] : INFO : Epoch 1904 | loss: 0.031171 | val_loss: 0.0311772 | Time: 1612.57 ms [2022-02-11 23:54:45 main:574] : INFO : Epoch 1905 | loss: 0.0311713 | val_loss: 0.031181 | Time: 1644.08 ms [2022-02-11 23:54:47 main:574] : INFO : Epoch 1906 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 1669.73 ms [2022-02-11 23:54:48 main:574] : INFO : Epoch 1907 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 1616.41 ms [2022-02-11 23:54:50 main:574] : INFO : Epoch 1908 | loss: 0.0311704 | val_loss: 0.0311806 | Time: 1650.92 ms [2022-02-11 23:54:52 main:574] : INFO : Epoch 1909 | loss: 0.0311699 | val_loss: 0.0311816 | Time: 1658.21 ms [2022-02-11 23:54:53 main:574] : INFO : Epoch 1910 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1627.86 ms [2022-02-11 23:54:55 main:574] : INFO : Epoch 1911 | loss: 0.0311718 | val_loss: 0.03118 | Time: 1694.32 ms [2022-02-11 23:54:57 main:574] : INFO : Epoch 1912 | loss: 0.0311705 | val_loss: 0.0311803 | Time: 1701.76 ms [2022-02-11 23:54:58 main:574] : INFO : Epoch 1913 | loss: 0.0311715 | val_loss: 0.0311798 | Time: 1617.06 ms [2022-02-11 23:55:00 main:574] : INFO : Epoch 1914 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 1660.32 ms [2022-02-11 23:55:02 main:574] : INFO : Epoch 1915 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1614.22 ms [2022-02-11 23:55:03 main:574] : INFO : Epoch 1916 | loss: 0.0311707 | val_loss: 0.0311832 | Time: 1639.16 ms [2022-02-11 23:55:05 main:574] : INFO : Epoch 1917 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 1624.29 ms [2022-02-11 23:55:07 main:574] : INFO : Epoch 1918 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 1643.88 ms [2022-02-11 23:55:08 main:574] : INFO : Epoch 1919 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 1674 ms [2022-02-11 23:55:10 main:574] : INFO : Epoch 1920 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1649.1 ms [2022-02-11 23:55:11 main:574] : INFO : Epoch 1921 | loss: 0.0311698 | val_loss: 0.0311811 | Time: 1599.04 ms [2022-02-11 23:55:13 main:574] : INFO : Epoch 1922 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 1662.86 ms [2022-02-11 23:55:15 main:574] : INFO : Epoch 1923 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 1637.83 ms [2022-02-11 23:55:16 main:574] : INFO : Epoch 1924 | loss: 0.0311759 | val_loss: 0.031185 | Time: 1585.02 ms [2022-02-11 23:55:18 main:574] : INFO : Epoch 1925 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 1636.19 ms [2022-02-11 23:55:20 main:574] : INFO : Epoch 1926 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 1628.31 ms [2022-02-11 23:55:21 main:574] : INFO : Epoch 1927 | loss: 0.0311717 | val_loss: 0.0311833 | Time: 1596.3 ms [2022-02-11 23:55:23 main:574] : INFO : Epoch 1928 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 1696.07 ms [2022-02-11 23:55:25 main:574] : INFO : Epoch 1929 | loss: 0.0311728 | val_loss: 0.031187 | Time: 1661.32 ms [2022-02-11 23:55:26 main:574] : INFO : Epoch 1930 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 1616.99 ms [2022-02-11 23:55:28 main:574] : INFO : Epoch 1931 | loss: 0.0311708 | val_loss: 0.0311818 | Time: 1653.98 ms [2022-02-11 23:55:30 main:574] : INFO : Epoch 1932 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 1625.92 ms [2022-02-11 23:55:31 main:574] : INFO : Epoch 1933 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 1633.17 ms [2022-02-11 23:55:33 main:574] : INFO : Epoch 1934 | loss: 0.031169 | val_loss: 0.0311864 | Time: 1643.67 ms [2022-02-11 23:55:35 main:574] : INFO : Epoch 1935 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 1624.66 ms [2022-02-11 23:55:36 main:574] : INFO : Epoch 1936 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1634.29 ms [2022-02-11 23:55:38 main:574] : INFO : Epoch 1937 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 1624.17 ms [2022-02-11 23:55:40 main:574] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 1710.35 ms [2022-02-11 23:55:41 main:574] : INFO : Epoch 1939 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 1679.39 ms [2022-02-11 23:55:43 main:574] : INFO : Epoch 1940 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 1640.66 ms [2022-02-11 23:55:45 main:574] : INFO : Epoch 1941 | loss: 0.0311727 | val_loss: 0.0311832 | Time: 1636.82 ms [2022-02-11 23:55:46 main:574] : INFO : Epoch 1942 | loss: 0.0311736 | val_loss: 0.0311828 | Time: 1615.62 ms [2022-02-11 23:55:48 main:574] : INFO : Epoch 1943 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 1646.65 ms [2022-02-11 23:55:50 main:574] : INFO : Epoch 1944 | loss: 0.0311731 | val_loss: 0.0311868 | Time: 1584.81 ms [2022-02-11 23:55:51 main:574] : INFO : Epoch 1945 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 1683.01 ms [2022-02-11 23:55:53 main:574] : INFO : Epoch 1946 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 1654.31 ms [2022-02-11 23:55:54 main:574] : INFO : Epoch 1947 | loss: 0.0311706 | val_loss: 0.0311841 | Time: 1556.21 ms [2022-02-11 23:55:56 main:574] : INFO : Epoch 1948 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 1674.06 ms [2022-02-11 23:55:58 main:574] : INFO : Epoch 1949 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 1662.27 ms [2022-02-11 23:55:59 main:574] : INFO : Epoch 1950 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 1622.86 ms [2022-02-11 23:56:01 main:574] : INFO : Epoch 1951 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 1696.56 ms [2022-02-11 23:56:03 main:574] : INFO : Epoch 1952 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 1651.54 ms [2022-02-11 23:56:04 main:574] : INFO : Epoch 1953 | loss: 0.0311695 | val_loss: 0.0311804 | Time: 1594.09 ms [2022-02-11 23:56:06 main:574] : INFO : Epoch 1954 | loss: 0.03117 | val_loss: 0.0311802 | Time: 1644.19 ms [2022-02-11 23:56:08 main:574] : INFO : Epoch 1955 | loss: 0.0311694 | val_loss: 0.0311818 | Time: 1655.59 ms [2022-02-11 23:56:09 main:574] : INFO : Epoch 1956 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 1648.68 ms [2022-02-11 23:56:11 main:574] : INFO : Epoch 1957 | loss: 0.0311711 | val_loss: 0.0311802 | Time: 1632.18 ms [2022-02-11 23:56:13 main:574] : INFO : Epoch 1958 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 1612.11 ms [2022-02-11 23:56:14 main:574] : INFO : Epoch 1959 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 1603.42 ms [2022-02-11 23:56:16 main:574] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311812 | Time: 1659.99 ms [2022-02-11 23:56:18 main:574] : INFO : Epoch 1961 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 1628.14 ms [2022-02-11 23:56:19 main:574] : INFO : Epoch 1962 | loss: 0.0311691 | val_loss: 0.0311818 | Time: 1624.1 ms [2022-02-11 23:56:21 main:574] : INFO : Epoch 1963 | loss: 0.0311678 | val_loss: 0.0311818 | Time: 1595.13 ms [2022-02-11 23:56:22 main:574] : INFO : Epoch 1964 | loss: 0.0311691 | val_loss: 0.0311786 | Time: 1572.12 ms [2022-02-11 23:56:24 main:574] : INFO : Epoch 1965 | loss: 0.0311678 | val_loss: 0.0311791 | Time: 1646.42 ms [2022-02-11 23:56:26 main:574] : INFO : Epoch 1966 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1657.3 ms [2022-02-11 23:56:27 main:574] : INFO : Epoch 1967 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 1617.9 ms [2022-02-11 23:56:29 main:574] : INFO : Epoch 1968 | loss: 0.031167 | val_loss: 0.0311772 | Time: 1639.88 ms [2022-02-11 23:56:31 main:574] : INFO : Epoch 1969 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 1703.44 ms [2022-02-11 23:56:32 main:574] : INFO : Epoch 1970 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 1626.03 ms [2022-02-11 23:56:34 main:574] : INFO : Epoch 1971 | loss: 0.0311712 | val_loss: 0.031184 | Time: 1674.46 ms [2022-02-11 23:56:36 main:574] : INFO : Epoch 1972 | loss: 0.03117 | val_loss: 0.0311786 | Time: 1641.88 ms [2022-02-11 23:56:37 main:574] : INFO : Epoch 1973 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 1585.16 ms [2022-02-11 23:56:39 main:574] : INFO : Epoch 1974 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 1610.68 ms [2022-02-11 23:56:41 main:574] : INFO : Epoch 1975 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 1795.78 ms [2022-02-11 23:56:42 main:574] : INFO : Epoch 1976 | loss: 0.0311707 | val_loss: 0.0311834 | Time: 1574.48 ms [2022-02-11 23:56:44 main:574] : INFO : Epoch 1977 | loss: 0.0311691 | val_loss: 0.0311854 | Time: 1652.82 ms [2022-02-11 23:56:46 main:574] : INFO : Epoch 1978 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 1669.71 ms [2022-02-11 23:56:47 main:574] : INFO : Epoch 1979 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 1656.02 ms [2022-02-11 23:56:49 main:574] : INFO : Epoch 1980 | loss: 0.0311684 | val_loss: 0.0311825 | Time: 1650.2 ms [2022-02-11 23:56:51 main:574] : INFO : Epoch 1981 | loss: 0.0311665 | val_loss: 0.0311797 | Time: 1629.53 ms [2022-02-11 23:56:52 main:574] : INFO : Epoch 1982 | loss: 0.0311683 | val_loss: 0.0311808 | Time: 1689.11 ms [2022-02-11 23:56:54 main:574] : INFO : Epoch 1983 | loss: 0.0311708 | val_loss: 0.031179 | Time: 1827.06 ms [2022-02-11 23:56:56 main:574] : INFO : Epoch 1984 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1627.09 ms [2022-02-11 23:56:57 main:574] : INFO : Epoch 1985 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 1649.31 ms [2022-02-11 23:56:59 main:574] : INFO : Epoch 1986 | loss: 0.0311691 | val_loss: 0.0311874 | Time: 1610.56 ms [2022-02-11 23:57:01 main:574] : INFO : Epoch 1987 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 1677.39 ms [2022-02-11 23:57:02 main:574] : INFO : Epoch 1988 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 1630.61 ms [2022-02-11 23:57:04 main:574] : INFO : Epoch 1989 | loss: 0.0311699 | val_loss: 0.0311813 | Time: 1703.3 ms [2022-02-11 23:57:06 main:574] : INFO : Epoch 1990 | loss: 0.0311688 | val_loss: 0.031179 | Time: 1661.21 ms [2022-02-11 23:57:07 main:574] : INFO : Epoch 1991 | loss: 0.0311688 | val_loss: 0.0311869 | Time: 1625.66 ms [2022-02-11 23:57:09 main:574] : INFO : Epoch 1992 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 1626.69 ms [2022-02-11 23:57:11 main:574] : INFO : Epoch 1993 | loss: 0.0311669 | val_loss: 0.0311812 | Time: 1657.37 ms [2022-02-11 23:57:12 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.0311788 | Time: 1633.42 ms [2022-02-11 23:57:14 main:574] : INFO : Epoch 1995 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 1681.68 ms [2022-02-11 23:57:16 main:574] : INFO : Epoch 1996 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 1663.79 ms [2022-02-11 23:57:17 main:574] : INFO : Epoch 1997 | loss: 0.0311702 | val_loss: 0.0311877 | Time: 1661.55 ms [2022-02-11 23:57:19 main:574] : INFO : Epoch 1998 | loss: 0.0311735 | val_loss: 0.0311851 | Time: 1684.88 ms [2022-02-11 23:57:21 main:574] : INFO : Epoch 1999 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 1615.66 ms [2022-02-11 23:57:22 main:574] : INFO : Epoch 2000 | loss: 0.031169 | val_loss: 0.03118 | Time: 1572.29 ms [2022-02-11 23:57:24 main:574] : INFO : Epoch 2001 | loss: 0.0311691 | val_loss: 0.0311789 | Time: 1606.21 ms [2022-02-11 23:57:26 main:574] : INFO : Epoch 2002 | loss: 0.0311699 | val_loss: 0.0311867 | Time: 1575.9 ms [2022-02-11 23:57:27 main:574] : INFO : Epoch 2003 | loss: 0.0311687 | val_loss: 0.0311799 | Time: 1620.41 ms [2022-02-11 23:57:29 main:574] : INFO : Epoch 2004 | loss: 0.0311675 | val_loss: 0.0311779 | Time: 1638.57 ms [2022-02-11 23:57:30 main:574] : INFO : Epoch 2005 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 1626.6 ms [2022-02-11 23:57:32 main:574] : INFO : Epoch 2006 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 1629.63 ms [2022-02-11 23:57:34 main:574] : INFO : Epoch 2007 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 1628.11 ms [2022-02-11 23:57:35 main:574] : INFO : Epoch 2008 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 1578.3 ms [2022-02-11 23:57:37 main:574] : INFO : Epoch 2009 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1669.04 ms [2022-02-11 23:57:39 main:574] : INFO : Epoch 2010 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 1638.87 ms [2022-02-11 23:57:41 main:574] : INFO : Epoch 2011 | loss: 0.031171 | val_loss: 0.0311786 | Time: 1782.23 ms [2022-02-11 23:57:42 main:574] : INFO : Epoch 2012 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 1631.21 ms [2022-02-11 23:57:44 main:574] : INFO : Epoch 2013 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 1629.59 ms [2022-02-11 23:57:45 main:574] : INFO : Epoch 2014 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 1632.23 ms [2022-02-11 23:57:47 main:574] : INFO : Epoch 2015 | loss: 0.0311715 | val_loss: 0.031176 | Time: 1679.63 ms [2022-02-11 23:57:49 main:574] : INFO : Epoch 2016 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1678.24 ms [2022-02-11 23:57:50 main:574] : INFO : Epoch 2017 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 1634.66 ms [2022-02-11 23:57:52 main:574] : INFO : Epoch 2018 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 1684.78 ms [2022-02-11 23:57:54 main:574] : INFO : Epoch 2019 | loss: 0.0311714 | val_loss: 0.031183 | Time: 1649.59 ms [2022-02-11 23:57:55 main:574] : INFO : Epoch 2020 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 1576.84 ms [2022-02-11 23:57:57 main:574] : INFO : Epoch 2021 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 1645.11 ms [2022-02-11 23:57:59 main:574] : INFO : Epoch 2022 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 1675.82 ms [2022-02-11 23:58:00 main:574] : INFO : Epoch 2023 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 1637.92 ms [2022-02-11 23:58:02 main:574] : INFO : Epoch 2024 | loss: 0.03117 | val_loss: 0.0311815 | Time: 1637.3 ms [2022-02-11 23:58:04 main:574] : INFO : Epoch 2025 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1596.55 ms [2022-02-11 23:58:05 main:574] : INFO : Epoch 2026 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 1643.16 ms [2022-02-11 23:58:07 main:574] : INFO : Epoch 2027 | loss: 0.0311715 | val_loss: 0.0311815 | Time: 1671.97 ms [2022-02-11 23:58:09 main:574] : INFO : Epoch 2028 | loss: 0.031168 | val_loss: 0.0311792 | Time: 1672.33 ms [2022-02-11 23:58:10 main:574] : INFO : Epoch 2029 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 1663.59 ms [2022-02-11 23:58:12 main:574] : INFO : Epoch 2030 | loss: 0.031167 | val_loss: 0.0311781 | Time: 1699.98 ms [2022-02-11 23:58:14 main:574] : INFO : Epoch 2031 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 1725.14 ms [2022-02-11 23:58:15 main:574] : INFO : Epoch 2032 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 1588.37 ms [2022-02-11 23:58:17 main:574] : INFO : Epoch 2033 | loss: 0.031167 | val_loss: 0.0311757 | Time: 1600.49 ms [2022-02-11 23:58:19 main:574] : INFO : Epoch 2034 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 1631.79 ms [2022-02-11 23:58:20 main:574] : INFO : Epoch 2035 | loss: 0.031167 | val_loss: 0.0311782 | Time: 1617.01 ms [2022-02-11 23:58:22 main:574] : INFO : Epoch 2036 | loss: 0.0311697 | val_loss: 0.031182 | Time: 1615.59 ms [2022-02-11 23:58:24 main:574] : INFO : Epoch 2037 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 1658.3 ms [2022-02-11 23:58:25 main:574] : INFO : Epoch 2038 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 1654.13 ms [2022-02-11 23:58:27 main:574] : INFO : Epoch 2039 | loss: 0.0311701 | val_loss: 0.0311794 | Time: 1621.09 ms [2022-02-11 23:58:29 main:574] : INFO : Epoch 2040 | loss: 0.0311663 | val_loss: 0.0311777 | Time: 1635.54 ms [2022-02-11 23:58:30 main:574] : INFO : Epoch 2041 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 1625.54 ms [2022-02-11 23:58:32 main:574] : INFO : Epoch 2042 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1668.44 ms [2022-02-11 23:58:34 main:574] : INFO : Epoch 2043 | loss: 0.0311651 | val_loss: 0.0311794 | Time: 1620.22 ms [2022-02-11 23:58:35 main:574] : INFO : Epoch 2044 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 1609.22 ms [2022-02-11 23:58:37 main:574] : INFO : Epoch 2045 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 1644.99 ms [2022-02-11 23:58:38 main:574] : INFO : Epoch 2046 | loss: 0.0311668 | val_loss: 0.0311788 | Time: 1620.85 ms [2022-02-11 23:58:40 main:574] : INFO : Epoch 2047 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 1626.36 ms [2022-02-11 23:58:42 main:574] : INFO : Epoch 2048 | loss: 0.0311655 | val_loss: 0.0311779 | Time: 1649.93 ms [2022-02-11 23:58:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2022-02-11 23:58:42 main:603] : INFO : Saving end state to config to file [2022-02-11 23:58:42 main:608] : INFO : Success, exiting.. 23:58:42 (41092): 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)