Task 10201707
| Name | ParityModified-1638633836-23340-2-0_0 |
| Workunit | 7567100 |
| Created | 26 Dec 2021, 8:48:17 UTC |
| Sent | 12 Jan 2022, 9:31:39 UTC |
| Report deadline | 20 Jan 2022, 9:31:39 UTC |
| Received | 13 Jan 2022, 8:06:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 16 sec |
| CPU time | 1 hours 39 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.79 GB |
| Peak swap size | 4.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311122 | val_loss: 0.0311555 | Time: 1603.37 ms [2022-01-13 01:51:55 main:574] : INFO : Epoch 1543 | loss: 0.0311099 | val_loss: 0.0311559 | Time: 1560.93 ms [2022-01-13 01:51:57 main:574] : INFO : Epoch 1544 | loss: 0.03111 | val_loss: 0.0311583 | Time: 1578.43 ms [2022-01-13 01:51:58 main:574] : INFO : Epoch 1545 | loss: 0.0311106 | val_loss: 0.0311505 | Time: 1565.96 ms [2022-01-13 01:52:00 main:574] : INFO : Epoch 1546 | loss: 0.0311085 | val_loss: 0.0311548 | Time: 1594.43 ms [2022-01-13 01:52:02 main:574] : INFO : Epoch 1547 | loss: 0.0311075 | val_loss: 0.0311615 | Time: 1623.46 ms [2022-01-13 01:52:03 main:574] : INFO : Epoch 1548 | loss: 0.0311086 | val_loss: 0.0311606 | Time: 1550.46 ms [2022-01-13 01:52:05 main:574] : INFO : Epoch 1549 | loss: 0.031112 | val_loss: 0.0311534 | Time: 1609.02 ms [2022-01-13 01:52:06 main:574] : INFO : Epoch 1550 | loss: 0.0311088 | val_loss: 0.0311513 | Time: 1582.32 ms [2022-01-13 01:52:08 main:574] : INFO : Epoch 1551 | loss: 0.0311072 | val_loss: 0.0311539 | Time: 1601.57 ms [2022-01-13 01:52:10 main:574] : INFO : Epoch 1552 | loss: 0.0311067 | val_loss: 0.0311539 | Time: 1593.03 ms [2022-01-13 01:52:11 main:574] : INFO : Epoch 1553 | loss: 0.0311076 | val_loss: 0.0311512 | Time: 1596.13 ms [2022-01-13 01:52:13 main:574] : INFO : Epoch 1554 | loss: 0.0311129 | val_loss: 0.0311503 | Time: 1602.45 ms [2022-01-13 01:52:14 main:574] : INFO : Epoch 1555 | loss: 0.0311073 | val_loss: 0.0311528 | Time: 1575.96 ms [2022-01-13 01:52:16 main:574] : INFO : Epoch 1556 | loss: 0.0311076 | val_loss: 0.031155 | Time: 1597.58 ms [2022-01-13 01:52:17 main:574] : INFO : Epoch 1557 | loss: 0.0311084 | val_loss: 0.0311499 | Time: 1539.9 ms [2022-01-13 01:52:19 main:574] : INFO : Epoch 1558 | loss: 0.0311081 | val_loss: 0.0311492 | Time: 1609.9 ms [2022-01-13 01:52:21 main:574] : INFO : Epoch 1559 | loss: 0.0311164 | val_loss: 0.0311538 | Time: 1554.16 ms [2022-01-13 01:52:22 main:574] : INFO : Epoch 1560 | loss: 0.0311227 | val_loss: 0.0311528 | Time: 1592.7 ms [2022-01-13 01:52:24 main:574] : INFO : Epoch 1561 | loss: 0.0311289 | val_loss: 0.0311512 | Time: 1589.77 ms [2022-01-13 01:52:25 main:574] : INFO : Epoch 1562 | loss: 0.0311266 | val_loss: 0.0311516 | Time: 1591.18 ms [2022-01-13 01:52:27 main:574] : INFO : Epoch 1563 | loss: 0.0311223 | val_loss: 0.0311572 | Time: 1576.62 ms [2022-01-13 01:52:29 main:574] : INFO : Epoch 1564 | loss: 0.0311188 | val_loss: 0.0311548 | Time: 1591.56 ms [2022-01-13 01:52:30 main:574] : INFO : Epoch 1565 | loss: 0.0311173 | val_loss: 0.0311524 | Time: 1565.74 ms [2022-01-13 01:52:32 main:574] : INFO : Epoch 1566 | loss: 0.0311148 | val_loss: 0.0311557 | Time: 1561.16 ms [2022-01-13 01:52:33 main:574] : INFO : Epoch 1567 | loss: 0.0311133 | val_loss: 0.0311518 | Time: 1632.28 ms [2022-01-13 01:52:35 main:574] : INFO : Epoch 1568 | loss: 0.0311154 | val_loss: 0.0311494 | Time: 1623.88 ms [2022-01-13 01:52:37 main:574] : INFO : Epoch 1569 | loss: 0.0311126 | val_loss: 0.0311579 | Time: 1640.49 ms [2022-01-13 01:52:38 main:574] : INFO : Epoch 1570 | loss: 0.031111 | val_loss: 0.0311597 | Time: 1653.85 ms [2022-01-13 01:52:40 main:574] : INFO : Epoch 1571 | loss: 0.0311125 | val_loss: 0.0311513 | Time: 1584.44 ms [2022-01-13 01:52:41 main:574] : INFO : Epoch 1572 | loss: 0.03111 | val_loss: 0.0311501 | Time: 1585.84 ms [2022-01-13 01:52:43 main:574] : INFO : Epoch 1573 | loss: 0.0311105 | val_loss: 0.0311571 | Time: 1614.23 ms [2022-01-13 01:52:45 main:574] : INFO : Epoch 1574 | loss: 0.0311125 | val_loss: 0.0311683 | Time: 1623.96 ms [2022-01-13 01:52:46 main:574] : INFO : Epoch 1575 | loss: 0.0311157 | val_loss: 0.0311497 | Time: 1574.84 ms [2022-01-13 01:52:48 main:574] : INFO : Epoch 1576 | loss: 0.0311143 | val_loss: 0.0311506 | Time: 1655.18 ms [2022-01-13 01:52:50 main:574] : INFO : Epoch 1577 | loss: 0.0311121 | val_loss: 0.0311503 | Time: 1609.01 ms [2022-01-13 01:52:51 main:574] : INFO : Epoch 1578 | loss: 0.03112 | val_loss: 0.0311462 | Time: 1607.42 ms [2022-01-13 01:52:53 main:574] : INFO : Epoch 1579 | loss: 0.0311218 | val_loss: 0.0311475 | Time: 1570.57 ms [2022-01-13 01:52:54 main:574] : INFO : Epoch 1580 | loss: 0.0311161 | val_loss: 0.0311496 | Time: 1628.01 ms [2022-01-13 01:52:56 main:574] : INFO : Epoch 1581 | loss: 0.0311134 | val_loss: 0.0311483 | Time: 1568.45 ms [2022-01-13 01:52:57 main:574] : INFO : Epoch 1582 | loss: 0.0311147 | val_loss: 0.0311464 | Time: 1548.29 ms [2022-01-13 01:52:59 main:574] : INFO : Epoch 1583 | loss: 0.0311159 | val_loss: 0.0311495 | Time: 1610.68 ms [2022-01-13 01:53:01 main:574] : INFO : Epoch 1584 | loss: 0.0311166 | val_loss: 0.0311467 | Time: 1618.18 ms [2022-01-13 01:53:02 main:574] : INFO : Epoch 1585 | loss: 0.0311124 | val_loss: 0.0311512 | Time: 1588.01 ms [2022-01-13 01:53:04 main:574] : INFO : Epoch 1586 | loss: 0.0311136 | val_loss: 0.0311516 | Time: 1583.3 ms [2022-01-13 01:53:05 main:574] : INFO : Epoch 1587 | loss: 0.0311189 | val_loss: 0.031152 | Time: 1537.1 ms [2022-01-13 01:53:07 main:574] : INFO : Epoch 1588 | loss: 0.031115 | val_loss: 0.031152 | Time: 1517.25 ms [2022-01-13 01:53:09 main:574] : INFO : Epoch 1589 | loss: 0.0311134 | val_loss: 0.0311503 | Time: 1631.21 ms [2022-01-13 01:53:10 main:574] : INFO : Epoch 1590 | loss: 0.0311127 | val_loss: 0.0311491 | Time: 1616.45 ms [2022-01-13 01:53:12 main:574] : INFO : Epoch 1591 | loss: 0.0311135 | val_loss: 0.0311472 | Time: 1580.73 ms [2022-01-13 01:53:13 main:574] : INFO : Epoch 1592 | loss: 0.0311125 | val_loss: 0.0311534 | Time: 1572.89 ms [2022-01-13 01:53:15 main:574] : INFO : Epoch 1593 | loss: 0.0311136 | val_loss: 0.0311555 | Time: 1595.17 ms [2022-01-13 01:53:17 main:574] : INFO : Epoch 1594 | loss: 0.0311142 | val_loss: 0.031147 | Time: 1568.76 ms [2022-01-13 01:53:18 main:574] : INFO : Epoch 1595 | loss: 0.0311126 | val_loss: 0.0311462 | Time: 1542.35 ms [2022-01-13 01:53:20 main:574] : INFO : Epoch 1596 | loss: 0.0311119 | val_loss: 0.0311509 | Time: 1583.11 ms [2022-01-13 01:53:21 main:574] : INFO : Epoch 1597 | loss: 0.0311095 | val_loss: 0.0311551 | Time: 1574.23 ms [2022-01-13 01:53:23 main:574] : INFO : Epoch 1598 | loss: 0.0311158 | val_loss: 0.031155 | Time: 1603.84 ms [2022-01-13 01:53:24 main:574] : INFO : Epoch 1599 | loss: 0.0311214 | val_loss: 0.0311511 | Time: 1580.99 ms [2022-01-13 01:53:26 main:574] : INFO : Epoch 1600 | loss: 0.0311202 | val_loss: 0.0311504 | Time: 1594.89 ms [2022-01-13 01:53:28 main:574] : INFO : Epoch 1601 | loss: 0.0311194 | val_loss: 0.0311474 | Time: 1574.06 ms [2022-01-13 01:53:29 main:574] : INFO : Epoch 1602 | loss: 0.0311168 | val_loss: 0.0311498 | Time: 1599.9 ms [2022-01-13 01:53:31 main:574] : INFO : Epoch 1603 | loss: 0.031114 | val_loss: 0.0311497 | Time: 1580.04 ms [2022-01-13 01:53:32 main:574] : INFO : Epoch 1604 | loss: 0.0311106 | val_loss: 0.0311451 | Time: 1573.95 ms [2022-01-13 01:53:34 main:574] : INFO : Epoch 1605 | loss: 0.0311099 | val_loss: 0.0311508 | Time: 1563.13 ms [2022-01-13 01:53:35 main:574] : INFO : Epoch 1606 | loss: 0.0311109 | val_loss: 0.0311487 | Time: 1524.35 ms [2022-01-13 01:53:37 main:574] : INFO : Epoch 1607 | loss: 0.031111 | val_loss: 0.0311471 | Time: 1542.53 ms [2022-01-13 01:53:39 main:574] : INFO : Epoch 1608 | loss: 0.0311169 | val_loss: 0.0311587 | Time: 1557.75 ms [2022-01-13 01:53:40 main:574] : INFO : Epoch 1609 | loss: 0.0311111 | val_loss: 0.0311462 | Time: 1578.39 ms [2022-01-13 01:53:42 main:574] : INFO : Epoch 1610 | loss: 0.0311085 | val_loss: 0.0311404 | Time: 1618.37 ms [2022-01-13 01:53:43 main:574] : INFO : Epoch 1611 | loss: 0.0311069 | val_loss: 0.0311425 | Time: 1613.37 ms [2022-01-13 01:53:45 main:574] : INFO : Epoch 1612 | loss: 0.0311086 | val_loss: 0.0311469 | Time: 1630.07 ms [2022-01-13 01:53:47 main:574] : INFO : Epoch 1613 | loss: 0.0311123 | val_loss: 0.0311622 | Time: 1640.8 ms [2022-01-13 01:53:48 main:574] : INFO : Epoch 1614 | loss: 0.0311171 | val_loss: 0.0311511 | Time: 1620.09 ms [2022-01-13 01:53:50 main:574] : INFO : Epoch 1615 | loss: 0.0311139 | val_loss: 0.0311506 | Time: 1641.72 ms [2022-01-13 01:53:52 main:574] : INFO : Epoch 1616 | loss: 0.03111 | val_loss: 0.0311511 | Time: 1630.08 ms [2022-01-13 01:53:53 main:574] : INFO : Epoch 1617 | loss: 0.0311114 | val_loss: 0.0311481 | Time: 1622.74 ms [2022-01-13 01:53:55 main:574] : INFO : Epoch 1618 | loss: 0.0311074 | val_loss: 0.031145 | Time: 1572.25 ms [2022-01-13 01:53:56 main:574] : INFO : Epoch 1619 | loss: 0.0311117 | val_loss: 0.0311451 | Time: 1605.14 ms [2022-01-13 01:53:58 main:574] : INFO : Epoch 1620 | loss: 0.0311074 | val_loss: 0.0311483 | Time: 1582.05 ms [2022-01-13 01:54:00 main:574] : INFO : Epoch 1621 | loss: 0.031114 | val_loss: 0.031145 | Time: 1603.93 ms [2022-01-13 01:54:01 main:574] : INFO : Epoch 1622 | loss: 0.0311124 | val_loss: 0.0311481 | Time: 1600.98 ms [2022-01-13 01:54:03 main:574] : INFO : Epoch 1623 | loss: 0.0311121 | val_loss: 0.0311521 | Time: 1613.15 ms [2022-01-13 01:54:04 main:574] : INFO : Epoch 1624 | loss: 0.0311107 | val_loss: 0.031146 | Time: 1647.4 ms [2022-01-13 01:54:06 main:574] : INFO : Epoch 1625 | loss: 0.0311066 | val_loss: 0.0311464 | Time: 1576.22 ms [2022-01-13 01:54:08 main:574] : INFO : Epoch 1626 | loss: 0.0311045 | val_loss: 0.0311524 | Time: 1561.85 ms [2022-01-13 01:54:09 main:574] : INFO : Epoch 1627 | loss: 0.0311067 | val_loss: 0.0311526 | Time: 1581.78 ms [2022-01-13 01:54:11 main:574] : INFO : Epoch 1628 | loss: 0.0311088 | val_loss: 0.0311514 | Time: 1551.42 ms [2022-01-13 01:54:12 main:574] : INFO : Epoch 1629 | loss: 0.0311076 | val_loss: 0.0311493 | Time: 1578.22 ms [2022-01-13 01:54:14 main:574] : INFO : Epoch 1630 | loss: 0.031106 | val_loss: 0.031154 | Time: 1592.02 ms [2022-01-13 01:54:15 main:574] : INFO : Epoch 1631 | loss: 0.0311121 | val_loss: 0.0311592 | Time: 1558.4 ms [2022-01-13 01:54:17 main:574] : INFO : Epoch 1632 | loss: 0.0311134 | val_loss: 0.0311466 | Time: 1624.72 ms [2022-01-13 01:54:19 main:574] : INFO : Epoch 1633 | loss: 0.0311188 | val_loss: 0.0311462 | Time: 1586.17 ms [2022-01-13 01:54:20 main:574] : INFO : Epoch 1634 | loss: 0.0311219 | val_loss: 0.0311494 | Time: 1583.41 ms [2022-01-13 01:54:22 main:574] : INFO : Epoch 1635 | loss: 0.0311165 | val_loss: 0.0311537 | Time: 1589.57 ms [2022-01-13 01:54:23 main:574] : INFO : Epoch 1636 | loss: 0.031114 | val_loss: 0.0311484 | Time: 1578.6 ms [2022-01-13 01:54:25 main:574] : INFO : Epoch 1637 | loss: 0.0311117 | val_loss: 0.0311509 | Time: 1603.32 ms [2022-01-13 01:54:27 main:574] : INFO : Epoch 1638 | loss: 0.031114 | val_loss: 0.0311536 | Time: 1588.67 ms [2022-01-13 01:54:28 main:574] : INFO : Epoch 1639 | loss: 0.0311119 | val_loss: 0.0311508 | Time: 1607.24 ms [2022-01-13 01:54:30 main:574] : INFO : Epoch 1640 | loss: 0.0311109 | val_loss: 0.0311569 | Time: 1578.7 ms [2022-01-13 01:54:31 main:574] : INFO : Epoch 1641 | loss: 0.0311101 | val_loss: 0.0311495 | Time: 1568.42 ms [2022-01-13 01:54:33 main:574] : INFO : Epoch 1642 | loss: 0.031111 | val_loss: 0.0311514 | Time: 1644.46 ms [2022-01-13 01:54:35 main:574] : INFO : Epoch 1643 | loss: 0.0311102 | val_loss: 0.0311481 | Time: 1559.89 ms [2022-01-13 01:54:36 main:574] : INFO : Epoch 1644 | loss: 0.0311133 | val_loss: 0.03116 | Time: 1576.52 ms [2022-01-13 01:54:38 main:574] : INFO : Epoch 1645 | loss: 0.0311116 | val_loss: 0.0311556 | Time: 1613.59 ms [2022-01-13 01:54:39 main:574] : INFO : Epoch 1646 | loss: 0.0311101 | val_loss: 0.0311541 | Time: 1568.05 ms [2022-01-13 01:54:41 main:574] : INFO : Epoch 1647 | loss: 0.0311099 | val_loss: 0.0311538 | Time: 1614.32 ms [2022-01-13 01:54:43 main:574] : INFO : Epoch 1648 | loss: 0.0311068 | val_loss: 0.031164 | Time: 1602.51 ms [2022-01-13 01:54:44 main:574] : INFO : Epoch 1649 | loss: 0.0311098 | val_loss: 0.0311542 | Time: 1596.12 ms [2022-01-13 01:54:46 main:574] : INFO : Epoch 1650 | loss: 0.0311046 | val_loss: 0.0311564 | Time: 1625.75 ms [2022-01-13 01:54:47 main:574] : INFO : Epoch 1651 | loss: 0.0311039 | val_loss: 0.0311555 | Time: 1625.08 ms [2022-01-13 01:54:49 main:574] : INFO : Epoch 1652 | loss: 0.0311071 | val_loss: 0.0311703 | Time: 1607.75 ms [2022-01-13 01:54:51 main:574] : INFO : Epoch 1653 | loss: 0.0311044 | val_loss: 0.0311498 | Time: 1593.04 ms [2022-01-13 01:54:52 main:574] : INFO : Epoch 1654 | loss: 0.0311015 | val_loss: 0.0311526 | Time: 1627.52 ms [2022-01-13 01:54:54 main:574] : INFO : Epoch 1655 | loss: 0.0310999 | val_loss: 0.0311582 | Time: 1597.76 ms [2022-01-13 01:54:56 main:574] : INFO : Epoch 1656 | loss: 0.0311041 | val_loss: 0.0311559 | Time: 1641.52 ms [2022-01-13 01:54:57 main:574] : INFO : Epoch 1657 | loss: 0.0311023 | val_loss: 0.0311529 | Time: 1603.37 ms [2022-01-13 01:54:59 main:574] : INFO : Epoch 1658 | loss: 0.0311015 | val_loss: 0.0311556 | Time: 1606.55 ms [2022-01-13 01:55:00 main:574] : INFO : Epoch 1659 | loss: 0.0311038 | val_loss: 0.0311497 | Time: 1589.59 ms [2022-01-13 01:55:02 main:574] : INFO : Epoch 1660 | loss: 0.0311053 | val_loss: 0.0311516 | Time: 1576.78 ms [2022-01-13 01:55:04 main:574] : INFO : Epoch 1661 | loss: 0.0311047 | val_loss: 0.0311505 | Time: 1612.8 ms [2022-01-13 01:55:05 main:574] : INFO : Epoch 1662 | loss: 0.0311037 | val_loss: 0.0311523 | Time: 1592.78 ms [2022-01-13 01:55:07 main:574] : INFO : Epoch 1663 | loss: 0.0311045 | val_loss: 0.0311599 | Time: 1571.62 ms [2022-01-13 01:55:08 main:574] : INFO : Epoch 1664 | loss: 0.0311039 | val_loss: 0.0311542 | Time: 1546.72 ms [2022-01-13 01:55:10 main:574] : INFO : Epoch 1665 | loss: 0.0311084 | val_loss: 0.0311556 | Time: 1608.66 ms [2022-01-13 01:55:11 main:574] : INFO : Epoch 1666 | loss: 0.0311048 | val_loss: 0.0311576 | Time: 1615.88 ms [2022-01-13 01:55:13 main:574] : INFO : Epoch 1667 | loss: 0.0311044 | val_loss: 0.0311569 | Time: 1617.87 ms [2022-01-13 01:55:15 main:574] : INFO : Epoch 1668 | loss: 0.0311033 | val_loss: 0.0311545 | Time: 1579.25 ms [2022-01-13 01:55:16 main:574] : INFO : Epoch 1669 | loss: 0.0311061 | val_loss: 0.0311569 | Time: 1581.65 ms [2022-01-13 01:55:18 main:574] : INFO : Epoch 1670 | loss: 0.0311038 | val_loss: 0.0311565 | Time: 1609.98 ms [2022-01-13 01:55:19 main:574] : INFO : Epoch 1671 | loss: 0.0311057 | val_loss: 0.0311586 | Time: 1587.92 ms [2022-01-13 01:55:21 main:574] : INFO : Epoch 1672 | loss: 0.0311029 | val_loss: 0.0311541 | Time: 1621.27 ms [2022-01-13 01:55:23 main:574] : INFO : Epoch 1673 | loss: 0.0311025 | val_loss: 0.0311603 | Time: 1596.03 ms [2022-01-13 01:55:24 main:574] : INFO : Epoch 1674 | loss: 0.031104 | val_loss: 0.031157 | Time: 1573.23 ms [2022-01-13 01:55:26 main:574] : INFO : Epoch 1675 | loss: 0.0311114 | val_loss: 0.0311558 | Time: 1600.9 ms [2022-01-13 01:55:27 main:574] : INFO : Epoch 1676 | loss: 0.0311034 | val_loss: 0.0311497 | Time: 1601.04 ms [2022-01-13 01:55:29 main:574] : INFO : Epoch 1677 | loss: 0.0311044 | val_loss: 0.031162 | Time: 1596.22 ms [2022-01-13 01:55:31 main:574] : INFO : Epoch 1678 | loss: 0.0311046 | val_loss: 0.0311513 | Time: 1590.81 ms [2022-01-13 01:55:32 main:574] : INFO : Epoch 1679 | loss: 0.0311016 | val_loss: 0.031158 | Time: 1570.86 ms [2022-01-13 01:55:34 main:574] : INFO : Epoch 1680 | loss: 0.031101 | val_loss: 0.0311617 | Time: 1562.81 ms [2022-01-13 01:55:35 main:574] : INFO : Epoch 1681 | loss: 0.0311026 | val_loss: 0.0311587 | Time: 1608.18 ms [2022-01-13 01:55:37 main:574] : INFO : Epoch 1682 | loss: 0.0311049 | val_loss: 0.0311545 | Time: 1569.61 ms [2022-01-13 01:55:39 main:574] : INFO : Epoch 1683 | loss: 0.0311129 | val_loss: 0.0311555 | Time: 1603.77 ms [2022-01-13 01:55:40 main:574] : INFO : Epoch 1684 | loss: 0.0311254 | val_loss: 0.0311483 | Time: 1548.38 ms [2022-01-13 01:55:42 main:574] : INFO : Epoch 1685 | loss: 0.0311154 | val_loss: 0.0311525 | Time: 1571.33 ms [2022-01-13 01:55:43 main:574] : INFO : Epoch 1686 | loss: 0.0311141 | val_loss: 0.0311463 | Time: 1628.16 ms [2022-01-13 01:55:45 main:574] : INFO : Epoch 1687 | loss: 0.0311111 | val_loss: 0.0311469 | Time: 1626.21 ms [2022-01-13 01:55:47 main:574] : INFO : Epoch 1688 | loss: 0.0311132 | val_loss: 0.0311491 | Time: 1583.48 ms [2022-01-13 01:55:48 main:574] : INFO : Epoch 1689 | loss: 0.0311084 | val_loss: 0.0311498 | Time: 1610.23 ms [2022-01-13 01:55:50 main:574] : INFO : Epoch 1690 | loss: 0.0311103 | val_loss: 0.0311505 | Time: 1600.96 ms [2022-01-13 01:55:51 main:574] : INFO : Epoch 1691 | loss: 0.0311084 | val_loss: 0.0311494 | Time: 1556.21 ms [2022-01-13 01:55:53 main:574] : INFO : Epoch 1692 | loss: 0.0311124 | val_loss: 0.0311495 | Time: 1588.73 ms [2022-01-13 01:55:54 main:574] : INFO : Epoch 1693 | loss: 0.0311064 | val_loss: 0.0311623 | Time: 1579.49 ms [2022-01-13 01:55:56 main:574] : INFO : Epoch 1694 | loss: 0.0311044 | val_loss: 0.0311494 | Time: 1608.74 ms [2022-01-13 01:55:58 main:574] : INFO : Epoch 1695 | loss: 0.0311071 | val_loss: 0.031157 | Time: 1615.81 ms [2022-01-13 01:55:59 main:574] : INFO : Epoch 1696 | loss: 0.0311032 | val_loss: 0.0311577 | Time: 1637.3 ms [2022-01-13 01:56:01 main:574] : INFO : Epoch 1697 | loss: 0.0311057 | val_loss: 0.0311639 | Time: 1643.67 ms [2022-01-13 01:56:03 main:574] : INFO : Epoch 1698 | loss: 0.0311058 | val_loss: 0.0311489 | Time: 1593.94 ms [2022-01-13 01:56:04 main:574] : INFO : Epoch 1699 | loss: 0.0311115 | val_loss: 0.0311515 | Time: 1592.05 ms [2022-01-13 01:56:06 main:574] : INFO : Epoch 1700 | loss: 0.0311198 | val_loss: 0.0311463 | Time: 1593.77 ms [2022-01-13 01:56:07 main:574] : INFO : Epoch 1701 | loss: 0.031117 | val_loss: 0.031149 | Time: 1610.24 ms [2022-01-13 01:56:09 main:574] : INFO : Epoch 1702 | loss: 0.0311192 | val_loss: 0.0311441 | Time: 1562.62 ms [2022-01-13 01:56:11 main:574] : INFO : Epoch 1703 | loss: 0.0311158 | val_loss: 0.0311452 | Time: 1607.04 ms [2022-01-13 01:56:12 main:574] : INFO : Epoch 1704 | loss: 0.0311125 | val_loss: 0.0311416 | Time: 1588.33 ms [2022-01-13 01:56:14 main:574] : INFO : Epoch 1705 | loss: 0.0311101 | val_loss: 0.0311486 | Time: 1557.1 ms [2022-01-13 01:56:15 main:574] : INFO : Epoch 1706 | loss: 0.0311107 | val_loss: 0.0311471 | Time: 1580.91 ms [2022-01-13 01:56:17 main:574] : INFO : Epoch 1707 | loss: 0.0311073 | val_loss: 0.0311472 | Time: 1571.71 ms [2022-01-13 01:56:18 main:574] : INFO : Epoch 1708 | loss: 0.031107 | val_loss: 0.0311477 | Time: 1549.07 ms [2022-01-13 01:56:20 main:574] : INFO : Epoch 1709 | loss: 0.0311216 | val_loss: 0.0311484 | Time: 1582.36 ms [2022-01-13 01:56:22 main:574] : INFO : Epoch 1710 | loss: 0.0311296 | val_loss: 0.0311465 | Time: 1601.71 ms [2022-01-13 01:56:23 main:574] : INFO : Epoch 1711 | loss: 0.0311233 | val_loss: 0.031148 | Time: 1604.34 ms [2022-01-13 01:56:25 main:574] : INFO : Epoch 1712 | loss: 0.0311199 | val_loss: 0.031146 | Time: 1608.93 ms [2022-01-13 01:56:26 main:574] : INFO : Epoch 1713 | loss: 0.0311185 | val_loss: 0.0311436 | Time: 1629.03 ms [2022-01-13 01:56:28 main:574] : INFO : Epoch 1714 | loss: 0.0311205 | val_loss: 0.0311445 | Time: 1599.68 ms [2022-01-13 01:56:30 main:574] : INFO : Epoch 1715 | loss: 0.0311157 | val_loss: 0.0311507 | Time: 1608.67 ms [2022-01-13 01:56:31 main:574] : INFO : Epoch 1716 | loss: 0.0311181 | val_loss: 0.0311481 | Time: 1613.1 ms [2022-01-13 01:56:33 main:574] : INFO : Epoch 1717 | loss: 0.0311155 | val_loss: 0.0311477 | Time: 1620.71 ms [2022-01-13 01:56:35 main:574] : INFO : Epoch 1718 | loss: 0.0311177 | val_loss: 0.0311568 | Time: 1594.14 ms [2022-01-13 01:56:36 main:574] : INFO : Epoch 1719 | loss: 0.0311173 | val_loss: 0.0311433 | Time: 1595.82 ms [2022-01-13 01:56:38 main:574] : INFO : Epoch 1720 | loss: 0.0311152 | val_loss: 0.03115 | Time: 1625.07 ms [2022-01-13 01:56:39 main:574] : INFO : Epoch 1721 | loss: 0.0311133 | val_loss: 0.0311466 | Time: 1614.7 ms [2022-01-13 01:56:41 main:574] : INFO : Epoch 1722 | loss: 0.0311113 | val_loss: 0.0311445 | Time: 1622.44 ms [2022-01-13 01:56:43 main:574] : INFO : Epoch 1723 | loss: 0.031113 | val_loss: 0.0311447 | Time: 1627.95 ms [2022-01-13 01:56:44 main:574] : INFO : Epoch 1724 | loss: 0.0311118 | val_loss: 0.031144 | Time: 1607.84 ms [2022-01-13 01:56:46 main:574] : INFO : Epoch 1725 | loss: 0.0311105 | val_loss: 0.031149 | Time: 1582.59 ms [2022-01-13 01:56:47 main:574] : INFO : Epoch 1726 | loss: 0.0311101 | val_loss: 0.0311418 | Time: 1636.66 ms [2022-01-13 01:56:49 main:574] : INFO : Epoch 1727 | loss: 0.0311081 | val_loss: 0.0311459 | Time: 1583.24 ms [2022-01-13 01:56:51 main:574] : INFO : Epoch 1728 | loss: 0.0311087 | val_loss: 0.0311435 | Time: 1585.07 ms [2022-01-13 01:56:52 main:574] : INFO : Epoch 1729 | loss: 0.0311074 | val_loss: 0.0311493 | Time: 1609.95 ms [2022-01-13 01:56:54 main:574] : INFO : Epoch 1730 | loss: 0.0311102 | val_loss: 0.0311482 | Time: 1613.36 ms [2022-01-13 01:56:55 main:574] : INFO : Epoch 1731 | loss: 0.0311069 | val_loss: 0.0311465 | Time: 1612.39 ms [2022-01-13 01:56:57 main:574] : INFO : Epoch 1732 | loss: 0.0311054 | val_loss: 0.0311475 | Time: 1616.61 ms [2022-01-13 01:56:59 main:574] : INFO : Epoch 1733 | loss: 0.0311069 | val_loss: 0.0311498 | Time: 1593.28 ms [2022-01-13 01:57:00 main:574] : INFO : Epoch 1734 | loss: 0.0311058 | val_loss: 0.0311428 | Time: 1603.76 ms [2022-01-13 01:57:02 main:574] : INFO : Epoch 1735 | loss: 0.0311046 | val_loss: 0.031147 | Time: 1637.88 ms [2022-01-13 01:57:04 main:574] : INFO : Epoch 1736 | loss: 0.0311067 | val_loss: 0.0311475 | Time: 1598.73 ms [2022-01-13 01:57:05 main:574] : INFO : Epoch 1737 | loss: 0.0311073 | val_loss: 0.0311488 | Time: 1582.21 ms [2022-01-13 01:57:07 main:574] : INFO : Epoch 1738 | loss: 0.0311086 | val_loss: 0.0311486 | Time: 1573.37 ms [2022-01-13 01:57:08 main:574] : INFO : Epoch 1739 | loss: 0.0311097 | val_loss: 0.0311472 | Time: 1584.47 ms [2022-01-13 01:57:10 main:574] : INFO : Epoch 1740 | loss: 0.0311067 | val_loss: 0.0311492 | Time: 1558.87 ms [2022-01-13 01:57:11 main:574] : INFO : Epoch 1741 | loss: 0.0311057 | val_loss: 0.0311424 | Time: 1548.96 ms [2022-01-13 01:57:13 main:574] : INFO : Epoch 1742 | loss: 0.0311058 | val_loss: 0.0311447 | Time: 1608.07 ms [2022-01-13 01:57:15 main:574] : INFO : Epoch 1743 | loss: 0.0311066 | val_loss: 0.0311455 | Time: 1585.21 ms [2022-01-13 01:57:16 main:574] : INFO : Epoch 1744 | loss: 0.0311049 | val_loss: 0.0311551 | Time: 1552.19 ms [2022-01-13 01:57:18 main:574] : INFO : Epoch 1745 | loss: 0.0311048 | val_loss: 0.0311423 | Time: 1586.61 ms [2022-01-13 01:57:19 main:574] : INFO : Epoch 1746 | loss: 0.0311035 | val_loss: 0.0311476 | Time: 1574.86 ms [2022-01-13 01:57:21 main:574] : INFO : Epoch 1747 | loss: 0.0311035 | val_loss: 0.0311517 | Time: 1580.89 ms [2022-01-13 01:57:22 main:574] : INFO : Epoch 1748 | loss: 0.0311075 | val_loss: 0.0311445 | Time: 1563.81 ms [2022-01-13 01:57:24 main:574] : INFO : Epoch 1749 | loss: 0.0311028 | val_loss: 0.031147 | Time: 1586.03 ms [2022-01-13 01:57:26 main:574] : INFO : Epoch 1750 | loss: 0.031101 | val_loss: 0.0311444 | Time: 1575.78 ms [2022-01-13 01:57:27 main:574] : INFO : Epoch 1751 | loss: 0.0311 | val_loss: 0.0311476 | Time: 1587.34 ms [2022-01-13 01:57:29 main:574] : INFO : Epoch 1752 | loss: 0.0311011 | val_loss: 0.0311476 | Time: 1557.15 ms [2022-01-13 01:57:30 main:574] : INFO : Epoch 1753 | loss: 0.0311036 | val_loss: 0.0311505 | Time: 1585.78 ms [2022-01-13 01:57:32 main:574] : INFO : Epoch 1754 | loss: 0.0310995 | val_loss: 0.0311483 | Time: 1580.78 ms [2022-01-13 01:57:34 main:574] : INFO : Epoch 1755 | loss: 0.0311002 | val_loss: 0.0311423 | Time: 1608.15 ms [2022-01-13 01:57:35 main:574] : INFO : Epoch 1756 | loss: 0.0311112 | val_loss: 0.0311477 | Time: 1556.24 ms [2022-01-13 01:57:37 main:574] : INFO : Epoch 1757 | loss: 0.0311083 | val_loss: 0.0311468 | Time: 1566.36 ms [2022-01-13 01:57:38 main:574] : INFO : Epoch 1758 | loss: 0.0311081 | val_loss: 0.0311459 | Time: 1625.17 ms [2022-01-13 01:57:40 main:574] : INFO : Epoch 1759 | loss: 0.0311049 | val_loss: 0.0311442 | Time: 1597.11 ms [2022-01-13 01:57:42 main:574] : INFO : Epoch 1760 | loss: 0.0311019 | val_loss: 0.0311454 | Time: 1619.48 ms [2022-01-13 01:57:43 main:574] : INFO : Epoch 1761 | loss: 0.0311037 | val_loss: 0.0311422 | Time: 1521.58 ms [2022-01-13 01:57:45 main:574] : INFO : Epoch 1762 | loss: 0.0311139 | val_loss: 0.0311533 | Time: 1650.05 ms [2022-01-13 01:57:46 main:574] : INFO : Epoch 1763 | loss: 0.0311189 | val_loss: 0.0311523 | Time: 1591.73 ms [2022-01-13 01:57:48 main:574] : INFO : Epoch 1764 | loss: 0.0311164 | val_loss: 0.0311588 | Time: 1562.37 ms [2022-01-13 01:57:50 main:574] : INFO : Epoch 1765 | loss: 0.0311159 | val_loss: 0.0311503 | Time: 1657.15 ms [2022-01-13 01:57:51 main:574] : INFO : Epoch 1766 | loss: 0.0311084 | val_loss: 0.0311523 | Time: 1588.86 ms [2022-01-13 01:57:53 main:574] : INFO : Epoch 1767 | loss: 0.0311081 | val_loss: 0.0311522 | Time: 1607.83 ms [2022-01-13 01:57:54 main:574] : INFO : Epoch 1768 | loss: 0.0311054 | val_loss: 0.0311477 | Time: 1647.9 ms [2022-01-13 01:57:56 main:574] : INFO : Epoch 1769 | loss: 0.031102 | val_loss: 0.0311534 | Time: 1638.44 ms [2022-01-13 01:57:58 main:574] : INFO : Epoch 1770 | loss: 0.0311025 | val_loss: 0.0311513 | Time: 1624.59 ms [2022-01-13 01:57:59 main:574] : INFO : Epoch 1771 | loss: 0.0311039 | val_loss: 0.0311525 | Time: 1598.99 ms [2022-01-13 01:58:01 main:574] : INFO : Epoch 1772 | loss: 0.0311007 | val_loss: 0.0311516 | Time: 1595.73 ms [2022-01-13 01:58:02 main:574] : INFO : Epoch 1773 | loss: 0.0311001 | val_loss: 0.0311504 | Time: 1569.73 ms [2022-01-13 01:58:04 main:574] : INFO : Epoch 1774 | loss: 0.0311056 | val_loss: 0.0311556 | Time: 1615.89 ms [2022-01-13 01:58:06 main:574] : INFO : Epoch 1775 | loss: 0.0311052 | val_loss: 0.0311477 | Time: 1584.23 ms [2022-01-13 01:58:07 main:574] : INFO : Epoch 1776 | loss: 0.0311042 | val_loss: 0.0311432 | Time: 1588.94 ms [2022-01-13 01:58:09 main:574] : INFO : Epoch 1777 | loss: 0.0311077 | val_loss: 0.0311461 | Time: 1580.28 ms [2022-01-13 01:58:10 main:574] : INFO : Epoch 1778 | loss: 0.0311063 | val_loss: 0.0311502 | Time: 1572.47 ms [2022-01-13 01:58:12 main:574] : INFO : Epoch 1779 | loss: 0.031103 | val_loss: 0.0311463 | Time: 1616.83 ms [2022-01-13 01:58:14 main:574] : INFO : Epoch 1780 | loss: 0.0311015 | val_loss: 0.0311483 | Time: 1606.58 ms [2022-01-13 01:58:15 main:574] : INFO : Epoch 1781 | loss: 0.0311016 | val_loss: 0.0311441 | Time: 1572.96 ms [2022-01-13 01:58:17 main:574] : INFO : Epoch 1782 | loss: 0.0311003 | val_loss: 0.0311509 | Time: 1580.77 ms [2022-01-13 01:58:18 main:574] : INFO : Epoch 1783 | loss: 0.0311032 | val_loss: 0.0311509 | Time: 1610.38 ms [2022-01-13 01:58:20 main:574] : INFO : Epoch 1784 | loss: 0.0311033 | val_loss: 0.0311533 | Time: 1556.75 ms [2022-01-13 01:58:22 main:574] : INFO : Epoch 1785 | loss: 0.0311037 | val_loss: 0.0311488 | Time: 1555.69 ms [2022-01-13 01:58:23 main:574] : INFO : Epoch 1786 | loss: 0.0311163 | val_loss: 0.0311465 | Time: 1609.69 ms [2022-01-13 01:58:25 main:574] : INFO : Epoch 1787 | loss: 0.0311151 | val_loss: 0.031148 | Time: 1558.09 ms [2022-01-13 01:58:26 main:574] : INFO : Epoch 1788 | loss: 0.0311152 | val_loss: 0.0311505 | Time: 1586.61 ms [2022-01-13 01:58:28 main:574] : INFO : Epoch 1789 | loss: 0.0311126 | val_loss: 0.0311489 | Time: 1636.31 ms [2022-01-13 01:58:29 main:574] : INFO : Epoch 1790 | loss: 0.0311083 | val_loss: 0.0311492 | Time: 1587.74 ms [2022-01-13 01:58:31 main:574] : INFO : Epoch 1791 | loss: 0.0311113 | val_loss: 0.0311595 | Time: 1587.74 ms [2022-01-13 01:58:33 main:574] : INFO : Epoch 1792 | loss: 0.0311107 | val_loss: 0.0311526 | Time: 1616.33 ms [2022-01-13 01:58:34 main:574] : INFO : Epoch 1793 | loss: 0.0311102 | val_loss: 0.0311512 | Time: 1570.66 ms [2022-01-13 01:58:36 main:574] : INFO : Epoch 1794 | loss: 0.0311071 | val_loss: 0.0311447 | Time: 1596.84 ms [2022-01-13 01:58:37 main:574] : INFO : Epoch 1795 | loss: 0.0311036 | val_loss: 0.0311409 | Time: 1560.98 ms [2022-01-13 01:58:39 main:574] : INFO : Epoch 1796 | loss: 0.0311057 | val_loss: 0.0311479 | Time: 1577.31 ms [2022-01-13 01:58:41 main:574] : INFO : Epoch 1797 | loss: 0.0311086 | val_loss: 0.0311449 | Time: 1616.74 ms [2022-01-13 01:58:42 main:574] : INFO : Epoch 1798 | loss: 0.031104 | val_loss: 0.0311518 | Time: 1570.59 ms [2022-01-13 01:58:44 main:574] : INFO : Epoch 1799 | loss: 0.0311237 | val_loss: 0.0311541 | Time: 1566.58 ms [2022-01-13 01:58:45 main:574] : INFO : Epoch 1800 | loss: 0.0311337 | val_loss: 0.0311503 | Time: 1566.95 ms [2022-01-13 01:58:47 main:574] : INFO : Epoch 1801 | loss: 0.0311285 | val_loss: 0.0311487 | Time: 1592.94 ms [2022-01-13 01:58:49 main:574] : INFO : Epoch 1802 | loss: 0.0311242 | val_loss: 0.0311444 | Time: 1607.52 ms [2022-01-13 01:58:50 main:574] : INFO : Epoch 1803 | loss: 0.0311209 | val_loss: 0.0311494 | Time: 1595.67 ms [2022-01-13 01:58:52 main:574] : INFO : Epoch 1804 | loss: 0.0311183 | val_loss: 0.0311474 | Time: 1580.22 ms [2022-01-13 01:58:53 main:574] : INFO : Epoch 1805 | loss: 0.0311142 | val_loss: 0.0311467 | Time: 1572.38 ms [2022-01-13 01:58:55 main:574] : INFO : Epoch 1806 | loss: 0.0311148 | val_loss: 0.031146 | Time: 1639.93 ms [2022-01-13 01:58:57 main:574] : INFO : Epoch 1807 | loss: 0.0311139 | val_loss: 0.0311487 | Time: 1639.4 ms [2022-01-13 01:58:58 main:574] : INFO : Epoch 1808 | loss: 0.0311123 | val_loss: 0.0311488 | Time: 1591.12 ms [2022-01-13 01:59:00 main:574] : INFO : Epoch 1809 | loss: 0.0311115 | val_loss: 0.0311466 | Time: 1640.07 ms [2022-01-13 01:59:01 main:574] : INFO : Epoch 1810 | loss: 0.0311127 | val_loss: 0.0311394 | Time: 1597.28 ms [2022-01-13 01:59:03 main:574] : INFO : Epoch 1811 | loss: 0.0311131 | val_loss: 0.0311455 | Time: 1621.18 ms [2022-01-13 01:59:05 main:574] : INFO : Epoch 1812 | loss: 0.0311065 | val_loss: 0.0311414 | Time: 1578.06 ms [2022-01-13 01:59:06 main:574] : INFO : Epoch 1813 | loss: 0.031111 | val_loss: 0.0311415 | Time: 1620.93 ms [2022-01-13 01:59:08 main:574] : INFO : Epoch 1814 | loss: 0.0311103 | val_loss: 0.0311485 | Time: 1593.13 ms [2022-01-13 01:59:09 main:574] : INFO : Epoch 1815 | loss: 0.0311109 | val_loss: 0.0311417 | Time: 1608.71 ms [2022-01-13 01:59:11 main:574] : INFO : Epoch 1816 | loss: 0.0311079 | val_loss: 0.0311469 | Time: 1565.71 ms [2022-01-13 01:59:13 main:574] : INFO : Epoch 1817 | loss: 0.0311059 | val_loss: 0.0311453 | Time: 1638.23 ms [2022-01-13 01:59:14 main:574] : INFO : Epoch 1818 | loss: 0.0311037 | val_loss: 0.0311438 | Time: 1608.69 ms [2022-01-13 01:59:16 main:574] : INFO : Epoch 1819 | loss: 0.031102 | val_loss: 0.0311456 | Time: 1639.71 ms [2022-01-13 01:59:18 main:574] : INFO : Epoch 1820 | loss: 0.0311033 | val_loss: 0.0311418 | Time: 1586.19 ms [2022-01-13 01:59:19 main:574] : INFO : Epoch 1821 | loss: 0.0311018 | val_loss: 0.0311449 | Time: 1593.53 ms [2022-01-13 01:59:21 main:574] : INFO : Epoch 1822 | loss: 0.0311011 | val_loss: 0.0311435 | Time: 1624.77 ms [2022-01-13 01:59:22 main:574] : INFO : Epoch 1823 | loss: 0.0311031 | val_loss: 0.0311464 | Time: 1582.32 ms [2022-01-13 01:59:24 main:574] : INFO : Epoch 1824 | loss: 0.031105 | val_loss: 0.0311487 | Time: 1608.04 ms [2022-01-13 01:59:26 main:574] : INFO : Epoch 1825 | loss: 0.0311048 | val_loss: 0.0311492 | Time: 1570.15 ms [2022-01-13 01:59:27 main:574] : INFO : Epoch 1826 | loss: 0.0311051 | val_loss: 0.0311489 | Time: 1587.65 ms [2022-01-13 01:59:29 main:574] : INFO : Epoch 1827 | loss: 0.0311057 | val_loss: 0.0311512 | Time: 1594.23 ms [2022-01-13 01:59:30 main:574] : INFO : Epoch 1828 | loss: 0.0311048 | val_loss: 0.0311494 | Time: 1578.39 ms [2022-01-13 01:59:32 main:574] : INFO : Epoch 1829 | loss: 0.0311022 | val_loss: 0.031147 | Time: 1598.8 ms [2022-01-13 01:59:33 main:574] : INFO : Epoch 1830 | loss: 0.0311018 | val_loss: 0.0311463 | Time: 1563.05 ms [2022-01-13 01:59:35 main:574] : INFO : Epoch 1831 | loss: 0.0311028 | val_loss: 0.0311475 | Time: 1565.83 ms [2022-01-13 01:59:37 main:574] : INFO : Epoch 1832 | loss: 0.0311024 | val_loss: 0.031151 | Time: 1613.47 ms [2022-01-13 01:59:38 main:574] : INFO : Epoch 1833 | loss: 0.0311051 | val_loss: 0.031149 | Time: 1581.62 ms [2022-01-13 01:59:40 main:574] : INFO : Epoch 1834 | loss: 0.0311031 | val_loss: 0.0311516 | Time: 1597.88 ms [2022-01-13 01:59:41 main:574] : INFO : Epoch 1835 | loss: 0.0310993 | val_loss: 0.031147 | Time: 1562 ms [2022-01-13 01:59:43 main:574] : INFO : Epoch 1836 | loss: 0.0311004 | val_loss: 0.031146 | Time: 1617.76 ms [2022-01-13 01:59:45 main:574] : INFO : Epoch 1837 | loss: 0.031099 | val_loss: 0.0311431 | Time: 1578.6 ms [2022-01-13 01:59:46 main:574] : INFO : Epoch 1838 | loss: 0.0310977 | val_loss: 0.0311493 | Time: 1572.63 ms [2022-01-13 01:59:48 main:574] : INFO : Epoch 1839 | loss: 0.0310964 | val_loss: 0.0311456 | Time: 1621.65 ms [2022-01-13 01:59:49 main:574] : INFO : Epoch 1840 | loss: 0.0310988 | val_loss: 0.0311455 | Time: 1592.89 ms [2022-01-13 01:59:51 main:574] : INFO : Epoch 1841 | loss: 0.0311011 | val_loss: 0.0311497 | Time: 1580.29 ms [2022-01-13 01:59:53 main:574] : INFO : Epoch 1842 | loss: 0.0311003 | val_loss: 0.0311432 | Time: 1589.38 ms [2022-01-13 01:59:54 main:574] : INFO : Epoch 1843 | loss: 0.0310976 | val_loss: 0.0311449 | Time: 1596.17 ms [2022-01-13 01:59:56 main:574] : INFO : Epoch 1844 | loss: 0.0311005 | val_loss: 0.0311502 | Time: 1582.36 ms [2022-01-13 01:59:57 main:574] : INFO : Epoch 1845 | loss: 0.0311219 | val_loss: 0.0311445 | Time: 1572.98 ms [2022-01-13 01:59:59 main:574] : INFO : Epoch 1846 | loss: 0.0311182 | val_loss: 0.0311487 | Time: 1547.08 ms [2022-01-13 02:00:00 main:574] : INFO : Epoch 1847 | loss: 0.0311111 | val_loss: 0.031147 | Time: 1560.8 ms [2022-01-13 02:00:02 main:574] : INFO : Epoch 1848 | loss: 0.0311092 | val_loss: 0.0311505 | Time: 1598.87 ms [2022-01-13 02:00:04 main:574] : INFO : Epoch 1849 | loss: 0.0311148 | val_loss: 0.0311582 | Time: 1615.58 ms [2022-01-13 02:00:05 main:574] : INFO : Epoch 1850 | loss: 0.0311146 | val_loss: 0.0311625 | Time: 1637.6 ms [2022-01-13 02:00:07 main:574] : INFO : Epoch 1851 | loss: 0.031383 | val_loss: 0.0322029 | Time: 1555.42 ms [2022-01-13 02:00:08 main:574] : INFO : Epoch 1852 | loss: 0.0343626 | val_loss: 0.0334188 | Time: 1599.07 ms [2022-01-13 02:00:10 main:574] : INFO : Epoch 1853 | loss: 0.0331894 | val_loss: 0.0319913 | Time: 1601.04 ms [2022-01-13 02:00:12 main:574] : INFO : Epoch 1854 | loss: 0.0314577 | val_loss: 0.0313137 | Time: 1587.69 ms [2022-01-13 02:00:13 main:574] : INFO : Epoch 1855 | loss: 0.0312743 | val_loss: 0.0312344 | Time: 1598.69 ms [2022-01-13 02:00:15 main:574] : INFO : Epoch 1856 | loss: 0.0312259 | val_loss: 0.0312113 | Time: 1589.31 ms [2022-01-13 02:00:16 main:574] : INFO : Epoch 1857 | loss: 0.031205 | val_loss: 0.0311956 | Time: 1601.24 ms [2022-01-13 02:00:18 main:574] : INFO : Epoch 1858 | loss: 0.031191 | val_loss: 0.0311855 | Time: 1617.98 ms [2022-01-13 02:00:20 main:574] : INFO : Epoch 1859 | loss: 0.0311815 | val_loss: 0.0311801 | Time: 1637.44 ms [2022-01-13 02:00:21 main:574] : INFO : Epoch 1860 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 1584.82 ms [2022-01-13 02:00:23 main:574] : INFO : Epoch 1861 | loss: 0.0311725 | val_loss: 0.0311727 | Time: 1589.12 ms [2022-01-13 02:00:24 main:574] : INFO : Epoch 1862 | loss: 0.0311684 | val_loss: 0.0311709 | Time: 1602.42 ms [2022-01-13 02:00:26 main:574] : INFO : Epoch 1863 | loss: 0.031167 | val_loss: 0.0311682 | Time: 1589.36 ms [2022-01-13 02:00:28 main:574] : INFO : Epoch 1864 | loss: 0.0311646 | val_loss: 0.0311656 | Time: 1569.19 ms [2022-01-13 02:00:29 main:574] : INFO : Epoch 1865 | loss: 0.0311625 | val_loss: 0.0311633 | Time: 1638.83 ms [2022-01-13 02:00:31 main:574] : INFO : Epoch 1866 | loss: 0.0311611 | val_loss: 0.0311644 | Time: 1593.57 ms [2022-01-13 02:00:32 main:574] : INFO : Epoch 1867 | loss: 0.0311557 | val_loss: 0.0311566 | Time: 1588.24 ms [2022-01-13 02:00:34 main:574] : INFO : Epoch 1868 | loss: 0.0311547 | val_loss: 0.0311568 | Time: 1599.4 ms [2022-01-13 02:00:36 main:574] : INFO : Epoch 1869 | loss: 0.0311537 | val_loss: 0.0311535 | Time: 1567.07 ms [2022-01-13 02:00:37 main:574] : INFO : Epoch 1870 | loss: 0.0311467 | val_loss: 0.0311476 | Time: 1592.06 ms [2022-01-13 02:00:39 main:574] : INFO : Epoch 1871 | loss: 0.0311419 | val_loss: 0.0311471 | Time: 1606.73 ms [2022-01-13 02:00:40 main:574] : INFO : Epoch 1872 | loss: 0.0311415 | val_loss: 0.0311471 | Time: 1631.99 ms [2022-01-13 02:00:42 main:574] : INFO : Epoch 1873 | loss: 0.0311394 | val_loss: 0.0311461 | Time: 1615.59 ms [2022-01-13 02:00:44 main:574] : INFO : Epoch 1874 | loss: 0.0311387 | val_loss: 0.0311458 | Time: 1609.93 ms [2022-01-13 02:00:45 main:574] : INFO : Epoch 1875 | loss: 0.0311379 | val_loss: 0.0311463 | Time: 1607.72 ms [2022-01-13 02:00:47 main:574] : INFO : Epoch 1876 | loss: 0.031138 | val_loss: 0.0311491 | Time: 1619.02 ms [2022-01-13 02:00:49 main:574] : INFO : Epoch 1877 | loss: 0.0311376 | val_loss: 0.0311487 | Time: 1610.27 ms [2022-01-13 02:00:50 main:574] : INFO : Epoch 1878 | loss: 0.0311379 | val_loss: 0.0311492 | Time: 1628.77 ms [2022-01-13 02:00:52 main:574] : INFO : Epoch 1879 | loss: 0.0311372 | val_loss: 0.0311492 | Time: 1636.62 ms [2022-01-13 02:00:53 main:574] : INFO : Epoch 1880 | loss: 0.0311366 | val_loss: 0.0311471 | Time: 1622.48 ms [2022-01-13 02:00:55 main:574] : INFO : Epoch 1881 | loss: 0.0311354 | val_loss: 0.0311479 | Time: 1610.05 ms [2022-01-13 02:00:57 main:574] : INFO : Epoch 1882 | loss: 0.0311273 | val_loss: 0.0311448 | Time: 1619.71 ms [2022-01-13 02:00:58 main:574] : INFO : Epoch 1883 | loss: 0.0311202 | val_loss: 0.0311464 | Time: 1628.97 ms [2022-01-13 02:01:00 main:574] : INFO : Epoch 1884 | loss: 0.0311164 | val_loss: 0.0311473 | Time: 1587.33 ms [2022-01-13 02:01:01 main:574] : INFO : Epoch 1885 | loss: 0.0311179 | val_loss: 0.031145 | Time: 1591.56 ms [2022-01-13 02:01:03 main:574] : INFO : Epoch 1886 | loss: 0.0311159 | val_loss: 0.0311404 | Time: 1607.95 ms [2022-01-13 02:01:05 main:574] : INFO : Epoch 1887 | loss: 0.0311156 | val_loss: 0.031146 | Time: 1630.39 ms [2022-01-13 02:01:06 main:574] : INFO : Epoch 1888 | loss: 0.0311122 | val_loss: 0.0311472 | Time: 1610.65 ms [2022-01-13 02:01:08 main:574] : INFO : Epoch 1889 | loss: 0.0311113 | val_loss: 0.0311468 | Time: 1587.9 ms [2022-01-13 02:01:10 main:574] : INFO : Epoch 1890 | loss: 0.0311111 | val_loss: 0.0311432 | Time: 1570.31 ms [2022-01-13 02:01:11 main:574] : INFO : Epoch 1891 | loss: 0.0311113 | val_loss: 0.0311438 | Time: 1591.14 ms [2022-01-13 02:01:13 main:574] : INFO : Epoch 1892 | loss: 0.0311091 | val_loss: 0.0311412 | Time: 1553.07 ms [2022-01-13 02:01:14 main:574] : INFO : Epoch 1893 | loss: 0.0311088 | val_loss: 0.0311468 | Time: 1599.78 ms [2022-01-13 02:01:16 main:574] : INFO : Epoch 1894 | loss: 0.0311088 | val_loss: 0.0311419 | Time: 1596.3 ms [2022-01-13 02:01:17 main:574] : INFO : Epoch 1895 | loss: 0.0311109 | val_loss: 0.0311464 | Time: 1597.22 ms [2022-01-13 02:01:19 main:574] : INFO : Epoch 1896 | loss: 0.0311088 | val_loss: 0.0311462 | Time: 1603.54 ms [2022-01-13 02:01:21 main:574] : INFO : Epoch 1897 | loss: 0.0311071 | val_loss: 0.0311488 | Time: 1573.56 ms [2022-01-13 02:01:22 main:574] : INFO : Epoch 1898 | loss: 0.0311076 | val_loss: 0.0311448 | Time: 1588.34 ms [2022-01-13 02:01:24 main:574] : INFO : Epoch 1899 | loss: 0.0311062 | val_loss: 0.0311487 | Time: 1551.73 ms [2022-01-13 02:01:25 main:574] : INFO : Epoch 1900 | loss: 0.0311058 | val_loss: 0.031149 | Time: 1575.47 ms [2022-01-13 02:01:27 main:574] : INFO : Epoch 1901 | loss: 0.0311038 | val_loss: 0.0311469 | Time: 1616.2 ms [2022-01-13 02:01:29 main:574] : INFO : Epoch 1902 | loss: 0.031106 | val_loss: 0.0311469 | Time: 1602.38 ms [2022-01-13 02:01:30 main:574] : INFO : Epoch 1903 | loss: 0.0311066 | val_loss: 0.0311469 | Time: 1568.76 ms [2022-01-13 02:01:32 main:574] : INFO : Epoch 1904 | loss: 0.0311057 | val_loss: 0.0311428 | Time: 1624.02 ms [2022-01-13 02:01:33 main:574] : INFO : Epoch 1905 | loss: 0.0311041 | val_loss: 0.0311495 | Time: 1571.16 ms [2022-01-13 02:01:35 main:574] : INFO : Epoch 1906 | loss: 0.0311032 | val_loss: 0.0311485 | Time: 1596.65 ms [2022-01-13 02:01:37 main:574] : INFO : Epoch 1907 | loss: 0.0311023 | val_loss: 0.0311464 | Time: 1607.44 ms [2022-01-13 02:01:38 main:574] : INFO : Epoch 1908 | loss: 0.0311025 | val_loss: 0.0311419 | Time: 1599.82 ms [2022-01-13 02:01:40 main:574] : INFO : Epoch 1909 | loss: 0.031102 | val_loss: 0.0311418 | Time: 1589.23 ms [2022-01-13 02:01:41 main:574] : INFO : Epoch 1910 | loss: 0.0311009 | val_loss: 0.0311437 | Time: 1589.18 ms [2022-01-13 02:01:43 main:574] : INFO : Epoch 1911 | loss: 0.0311025 | val_loss: 0.0311464 | Time: 1574.05 ms [2022-01-13 02:01:44 main:574] : INFO : Epoch 1912 | loss: 0.0311012 | val_loss: 0.0311453 | Time: 1553.61 ms [2022-01-13 02:01:46 main:574] : INFO : Epoch 1913 | loss: 0.0311033 | val_loss: 0.0311568 | Time: 1558.16 ms [2022-01-13 02:01:48 main:574] : INFO : Epoch 1914 | loss: 0.0311112 | val_loss: 0.0311494 | Time: 1565.87 ms [2022-01-13 02:01:49 main:574] : INFO : Epoch 1915 | loss: 0.0311074 | val_loss: 0.031147 | Time: 1546.74 ms [2022-01-13 02:01:51 main:574] : INFO : Epoch 1916 | loss: 0.0311072 | val_loss: 0.0311539 | Time: 1596.54 ms [2022-01-13 02:01:52 main:574] : INFO : Epoch 1917 | loss: 0.031104 | val_loss: 0.0311443 | Time: 1588.33 ms [2022-01-13 02:01:54 main:574] : INFO : Epoch 1918 | loss: 0.031102 | val_loss: 0.0311473 | Time: 1659.77 ms [2022-01-13 02:01:56 main:574] : INFO : Epoch 1919 | loss: 0.0311027 | val_loss: 0.0311463 | Time: 1642.36 ms [2022-01-13 02:01:57 main:574] : INFO : Epoch 1920 | loss: 0.0311004 | val_loss: 0.0311451 | Time: 1566.45 ms [2022-01-13 02:01:59 main:574] : INFO : Epoch 1921 | loss: 0.0311007 | val_loss: 0.0311444 | Time: 1616.31 ms [2022-01-13 02:02:00 main:574] : INFO : Epoch 1922 | loss: 0.0311026 | val_loss: 0.0311471 | Time: 1564.96 ms [2022-01-13 02:02:02 main:574] : INFO : Epoch 1923 | loss: 0.0311004 | val_loss: 0.0311488 | Time: 1625.8 ms [2022-01-13 02:02:04 main:574] : INFO : Epoch 1924 | loss: 0.0311007 | val_loss: 0.0311454 | Time: 1659.8 ms [2022-01-13 02:02:05 main:574] : INFO : Epoch 1925 | loss: 0.0311034 | val_loss: 0.0311464 | Time: 1617.95 ms [2022-01-13 02:02:07 main:574] : INFO : Epoch 1926 | loss: 0.0311087 | val_loss: 0.0311488 | Time: 1647.84 ms [2022-01-13 02:02:09 main:574] : INFO : Epoch 1927 | loss: 0.0311102 | val_loss: 0.0311554 | Time: 1616.53 ms [2022-01-13 02:02:10 main:574] : INFO : Epoch 1928 | loss: 0.0311136 | val_loss: 0.0311425 | Time: 1608.15 ms [2022-01-13 02:02:12 main:574] : INFO : Epoch 1929 | loss: 0.0311053 | val_loss: 0.031145 | Time: 1577 ms [2022-01-13 02:02:13 main:574] : INFO : Epoch 1930 | loss: 0.0311037 | val_loss: 0.0311455 | Time: 1583.68 ms [2022-01-13 02:02:15 main:574] : INFO : Epoch 1931 | loss: 0.0311019 | val_loss: 0.0311403 | Time: 1576.65 ms [2022-01-13 02:02:17 main:574] : INFO : Epoch 1932 | loss: 0.0311025 | val_loss: 0.0311478 | Time: 1581.36 ms [2022-01-13 02:02:18 main:574] : INFO : Epoch 1933 | loss: 0.0311008 | val_loss: 0.0311473 | Time: 1634.71 ms [2022-01-13 02:02:20 main:574] : INFO : Epoch 1934 | loss: 0.0310991 | val_loss: 0.0311453 | Time: 1588.87 ms [2022-01-13 02:02:21 main:574] : INFO : Epoch 1935 | loss: 0.0310991 | val_loss: 0.0311418 | Time: 1565.69 ms [2022-01-13 02:02:23 main:574] : INFO : Epoch 1936 | loss: 0.0310985 | val_loss: 0.031144 | Time: 1592.09 ms [2022-01-13 02:02:25 main:574] : INFO : Epoch 1937 | loss: 0.0310984 | val_loss: 0.0311462 | Time: 1618.8 ms [2022-01-13 02:02:26 main:574] : INFO : Epoch 1938 | loss: 0.031099 | val_loss: 0.0311583 | Time: 1566.76 ms [2022-01-13 02:02:28 main:574] : INFO : Epoch 1939 | loss: 0.031101 | val_loss: 0.0311476 | Time: 1577.47 ms [2022-01-13 02:02:29 main:574] : INFO : Epoch 1940 | loss: 0.0310999 | val_loss: 0.0311512 | Time: 1583.12 ms [2022-01-13 02:02:31 main:574] : INFO : Epoch 1941 | loss: 0.0311032 | val_loss: 0.0311442 | Time: 1593.43 ms [2022-01-13 02:02:32 main:574] : INFO : Epoch 1942 | loss: 0.0311071 | val_loss: 0.0311544 | Time: 1586.21 ms [2022-01-13 02:02:34 main:574] : INFO : Epoch 1943 | loss: 0.0311035 | val_loss: 0.0311491 | Time: 1594.21 ms [2022-01-13 02:02:36 main:574] : INFO : Epoch 1944 | loss: 0.0311012 | val_loss: 0.0311448 | Time: 1600.59 ms [2022-01-13 02:02:37 main:574] : INFO : Epoch 1945 | loss: 0.0310995 | val_loss: 0.0311449 | Time: 1565.23 ms [2022-01-13 02:02:39 main:574] : INFO : Epoch 1946 | loss: 0.0310988 | val_loss: 0.0311466 | Time: 1614.41 ms [2022-01-13 02:02:40 main:574] : INFO : Epoch 1947 | loss: 0.0310992 | val_loss: 0.0311511 | Time: 1574.99 ms [2022-01-13 02:02:42 main:574] : INFO : Epoch 1948 | loss: 0.0310989 | val_loss: 0.0311515 | Time: 1590.2 ms [2022-01-13 02:02:44 main:574] : INFO : Epoch 1949 | loss: 0.0311003 | val_loss: 0.0311489 | Time: 1581.26 ms [2022-01-13 02:02:45 main:574] : INFO : Epoch 1950 | loss: 0.0311009 | val_loss: 0.031152 | Time: 1589.87 ms [2022-01-13 02:02:47 main:574] : INFO : Epoch 1951 | loss: 0.0310981 | val_loss: 0.0311453 | Time: 1583.17 ms [2022-01-13 02:02:48 main:574] : INFO : Epoch 1952 | loss: 0.0310987 | val_loss: 0.0311459 | Time: 1555.11 ms [2022-01-13 02:02:50 main:574] : INFO : Epoch 1953 | loss: 0.0310982 | val_loss: 0.0311462 | Time: 1584.69 ms [2022-01-13 02:02:52 main:574] : INFO : Epoch 1954 | loss: 0.0310986 | val_loss: 0.0311505 | Time: 1632.18 ms [2022-01-13 02:02:53 main:574] : INFO : Epoch 1955 | loss: 0.031101 | val_loss: 0.0311484 | Time: 1575.09 ms [2022-01-13 02:02:55 main:574] : INFO : Epoch 1956 | loss: 0.0310974 | val_loss: 0.0311518 | Time: 1590.1 ms [2022-01-13 02:02:56 main:574] : INFO : Epoch 1957 | loss: 0.0310974 | val_loss: 0.0311551 | Time: 1633.13 ms [2022-01-13 02:02:58 main:574] : INFO : Epoch 1958 | loss: 0.0311045 | val_loss: 0.0311513 | Time: 1570.81 ms [2022-01-13 02:03:00 main:574] : INFO : Epoch 1959 | loss: 0.031105 | val_loss: 0.0311484 | Time: 1600.37 ms [2022-01-13 02:03:01 main:574] : INFO : Epoch 1960 | loss: 0.0311008 | val_loss: 0.0311514 | Time: 1645.21 ms [2022-01-13 02:03:03 main:574] : INFO : Epoch 1961 | loss: 0.0311009 | val_loss: 0.0311505 | Time: 1596.19 ms [2022-01-13 02:03:04 main:574] : INFO : Epoch 1962 | loss: 0.0311019 | val_loss: 0.0311515 | Time: 1596.46 ms [2022-01-13 02:03:06 main:574] : INFO : Epoch 1963 | loss: 0.0311026 | val_loss: 0.0311528 | Time: 1586.36 ms [2022-01-13 02:03:08 main:574] : INFO : Epoch 1964 | loss: 0.0311015 | val_loss: 0.0311532 | Time: 1574.64 ms [2022-01-13 02:03:09 main:574] : INFO : Epoch 1965 | loss: 0.0311014 | val_loss: 0.0311543 | Time: 1569.21 ms [2022-01-13 02:03:11 main:574] : INFO : Epoch 1966 | loss: 0.0310997 | val_loss: 0.0311525 | Time: 1615.43 ms [2022-01-13 02:03:12 main:574] : INFO : Epoch 1967 | loss: 0.0311007 | val_loss: 0.0311541 | Time: 1617.65 ms [2022-01-13 02:03:14 main:574] : INFO : Epoch 1968 | loss: 0.0311012 | val_loss: 0.0311558 | Time: 1569.22 ms [2022-01-13 02:03:16 main:574] : INFO : Epoch 1969 | loss: 0.031104 | val_loss: 0.0311481 | Time: 1627.74 ms [2022-01-13 02:03:17 main:574] : INFO : Epoch 1970 | loss: 0.0310996 | val_loss: 0.0311496 | Time: 1613.27 ms [2022-01-13 02:03:19 main:574] : INFO : Epoch 1971 | loss: 0.0310976 | val_loss: 0.0311517 | Time: 1616.4 ms [2022-01-13 02:03:20 main:574] : INFO : Epoch 1972 | loss: 0.0310968 | val_loss: 0.0311487 | Time: 1607.14 ms [2022-01-13 02:03:22 main:574] : INFO : Epoch 1973 | loss: 0.0310983 | val_loss: 0.0311468 | Time: 1595.03 ms [2022-01-13 02:03:24 main:574] : INFO : Epoch 1974 | loss: 0.0310978 | val_loss: 0.0311534 | Time: 1579.06 ms [2022-01-13 02:03:25 main:574] : INFO : Epoch 1975 | loss: 0.031102 | val_loss: 0.0311503 | Time: 1547.79 ms [2022-01-13 02:03:27 main:574] : INFO : Epoch 1976 | loss: 0.0310997 | val_loss: 0.0311476 | Time: 1594.63 ms [2022-01-13 02:03:28 main:574] : INFO : Epoch 1977 | loss: 0.0310979 | val_loss: 0.0311503 | Time: 1601.48 ms [2022-01-13 02:03:30 main:574] : INFO : Epoch 1978 | loss: 0.0310979 | val_loss: 0.0311471 | Time: 1626.73 ms [2022-01-13 02:03:32 main:574] : INFO : Epoch 1979 | loss: 0.0310974 | val_loss: 0.0311468 | Time: 1592.68 ms [2022-01-13 02:03:33 main:574] : INFO : Epoch 1980 | loss: 0.0311008 | val_loss: 0.031142 | Time: 1573.38 ms [2022-01-13 02:03:35 main:574] : INFO : Epoch 1981 | loss: 0.0311003 | val_loss: 0.0311476 | Time: 1584.07 ms [2022-01-13 02:03:36 main:574] : INFO : Epoch 1982 | loss: 0.0311013 | val_loss: 0.0311443 | Time: 1609 ms [2022-01-13 02:03:38 main:574] : INFO : Epoch 1983 | loss: 0.0311017 | val_loss: 0.0311513 | Time: 1572.1 ms [2022-01-13 02:03:40 main:574] : INFO : Epoch 1984 | loss: 0.0311057 | val_loss: 0.0311496 | Time: 1584.01 ms [2022-01-13 02:03:41 main:574] : INFO : Epoch 1985 | loss: 0.0311 | val_loss: 0.0311508 | Time: 1609.45 ms [2022-01-13 02:03:43 main:574] : INFO : Epoch 1986 | loss: 0.0310977 | val_loss: 0.0311519 | Time: 1630.81 ms [2022-01-13 02:03:44 main:574] : INFO : Epoch 1987 | loss: 0.0310981 | val_loss: 0.0311554 | Time: 1580.9 ms [2022-01-13 02:03:46 main:574] : INFO : Epoch 1988 | loss: 0.0310999 | val_loss: 0.0311518 | Time: 1617.27 ms [2022-01-13 02:03:48 main:574] : INFO : Epoch 1989 | loss: 0.0311024 | val_loss: 0.0311474 | Time: 1599.41 ms [2022-01-13 02:03:49 main:574] : INFO : Epoch 1990 | loss: 0.0310986 | val_loss: 0.0311542 | Time: 1582.63 ms [2022-01-13 02:03:51 main:574] : INFO : Epoch 1991 | loss: 0.0310964 | val_loss: 0.0311421 | Time: 1555.06 ms [2022-01-13 02:03:52 main:574] : INFO : Epoch 1992 | loss: 0.0310944 | val_loss: 0.0311472 | Time: 1612.95 ms [2022-01-13 02:03:54 main:574] : INFO : Epoch 1993 | loss: 0.031096 | val_loss: 0.0311466 | Time: 1597.9 ms [2022-01-13 02:03:56 main:574] : INFO : Epoch 1994 | loss: 0.0310998 | val_loss: 0.0311531 | Time: 1576.65 ms [2022-01-13 02:03:57 main:574] : INFO : Epoch 1995 | loss: 0.031116 | val_loss: 0.0311483 | Time: 1596.23 ms [2022-01-13 02:03:59 main:574] : INFO : Epoch 1996 | loss: 0.0311147 | val_loss: 0.0311462 | Time: 1587.7 ms [2022-01-13 02:04:00 main:574] : INFO : Epoch 1997 | loss: 0.0311087 | val_loss: 0.0311453 | Time: 1604.21 ms [2022-01-13 02:04:02 main:574] : INFO : Epoch 1998 | loss: 0.0311042 | val_loss: 0.0311443 | Time: 1592.21 ms [2022-01-13 02:04:04 main:574] : INFO : Epoch 1999 | loss: 0.0311187 | val_loss: 0.0311446 | Time: 1611.52 ms [2022-01-13 02:04:05 main:574] : INFO : Epoch 2000 | loss: 0.0311234 | val_loss: 0.0311419 | Time: 1570.57 ms [2022-01-13 02:04:07 main:574] : INFO : Epoch 2001 | loss: 0.0311191 | val_loss: 0.0311402 | Time: 1568.24 ms [2022-01-13 02:04:08 main:574] : INFO : Epoch 2002 | loss: 0.0311112 | val_loss: 0.0311417 | Time: 1583.91 ms [2022-01-13 02:04:10 main:574] : INFO : Epoch 2003 | loss: 0.0311082 | val_loss: 0.0311404 | Time: 1571.66 ms [2022-01-13 02:04:11 main:574] : INFO : Epoch 2004 | loss: 0.0311048 | val_loss: 0.0311388 | Time: 1523.92 ms [2022-01-13 02:04:13 main:574] : INFO : Epoch 2005 | loss: 0.0311027 | val_loss: 0.0311423 | Time: 1548.56 ms [2022-01-13 02:04:14 main:574] : INFO : Epoch 2006 | loss: 0.0311008 | val_loss: 0.031141 | Time: 1564.9 ms [2022-01-13 02:04:16 main:574] : INFO : Epoch 2007 | loss: 0.0311023 | val_loss: 0.031143 | Time: 1621.65 ms [2022-01-13 02:04:18 main:574] : INFO : Epoch 2008 | loss: 0.031101 | val_loss: 0.0311402 | Time: 1538.2 ms [2022-01-13 02:04:19 main:574] : INFO : Epoch 2009 | loss: 0.0310997 | val_loss: 0.0311429 | Time: 1615.68 ms [2022-01-13 02:04:21 main:574] : INFO : Epoch 2010 | loss: 0.0310976 | val_loss: 0.0311435 | Time: 1605.2 ms [2022-01-13 02:04:22 main:574] : INFO : Epoch 2011 | loss: 0.0311046 | val_loss: 0.031148 | Time: 1568.7 ms [2022-01-13 02:04:24 main:574] : INFO : Epoch 2012 | loss: 0.0311044 | val_loss: 0.0311475 | Time: 1550.93 ms [2022-01-13 02:04:26 main:574] : INFO : Epoch 2013 | loss: 0.0310998 | val_loss: 0.0311435 | Time: 1555.16 ms [2022-01-13 02:04:27 main:574] : INFO : Epoch 2014 | loss: 0.031101 | val_loss: 0.0311436 | Time: 1559.39 ms [2022-01-13 02:04:29 main:574] : INFO : Epoch 2015 | loss: 0.0311052 | val_loss: 0.0311429 | Time: 1601.3 ms [2022-01-13 02:04:30 main:574] : INFO : Epoch 2016 | loss: 0.0311025 | val_loss: 0.0311457 | Time: 1601.54 ms [2022-01-13 02:04:32 main:574] : INFO : Epoch 2017 | loss: 0.0311025 | val_loss: 0.0311442 | Time: 1611.53 ms [2022-01-13 02:04:34 main:574] : INFO : Epoch 2018 | loss: 0.0311018 | val_loss: 0.0311388 | Time: 1577.46 ms [2022-01-13 02:04:35 main:574] : INFO : Epoch 2019 | loss: 0.0310982 | val_loss: 0.0311404 | Time: 1588.66 ms [2022-01-13 02:04:37 main:574] : INFO : Epoch 2020 | loss: 0.0310988 | val_loss: 0.0311446 | Time: 1581.39 ms [2022-01-13 02:04:38 main:574] : INFO : Epoch 2021 | loss: 0.0310967 | val_loss: 0.0311431 | Time: 1577.31 ms [2022-01-13 02:04:40 main:574] : INFO : Epoch 2022 | loss: 0.031096 | val_loss: 0.0311459 | Time: 1570.33 ms [2022-01-13 02:04:41 main:574] : INFO : Epoch 2023 | loss: 0.0311082 | val_loss: 0.0311459 | Time: 1599.63 ms [2022-01-13 02:04:43 main:574] : INFO : Epoch 2024 | loss: 0.0311133 | val_loss: 0.0311493 | Time: 1617.5 ms [2022-01-13 02:04:45 main:574] : INFO : Epoch 2025 | loss: 0.031108 | val_loss: 0.0311444 | Time: 1617.78 ms [2022-01-13 02:04:46 main:574] : INFO : Epoch 2026 | loss: 0.031106 | val_loss: 0.0311436 | Time: 1619.67 ms [2022-01-13 02:04:48 main:574] : INFO : Epoch 2027 | loss: 0.0311082 | val_loss: 0.0311471 | Time: 1608.79 ms [2022-01-13 02:04:49 main:574] : INFO : Epoch 2028 | loss: 0.031105 | val_loss: 0.0311449 | Time: 1585.44 ms [2022-01-13 02:04:51 main:574] : INFO : Epoch 2029 | loss: 0.0311089 | val_loss: 0.0311441 | Time: 1570.39 ms [2022-01-13 02:04:53 main:574] : INFO : Epoch 2030 | loss: 0.031106 | val_loss: 0.0311431 | Time: 1594.8 ms [2022-01-13 02:04:54 main:574] : INFO : Epoch 2031 | loss: 0.0311046 | val_loss: 0.0311448 | Time: 1554.16 ms [2022-01-13 02:04:56 main:574] : INFO : Epoch 2032 | loss: 0.031101 | val_loss: 0.0311432 | Time: 1603.47 ms [2022-01-13 02:04:57 main:574] : INFO : Epoch 2033 | loss: 0.0311007 | val_loss: 0.0311476 | Time: 1596.86 ms [2022-01-13 02:04:59 main:574] : INFO : Epoch 2034 | loss: 0.0310968 | val_loss: 0.0311422 | Time: 1616.42 ms [2022-01-13 02:05:01 main:574] : INFO : Epoch 2035 | loss: 0.0310999 | val_loss: 0.0311464 | Time: 1615.82 ms [2022-01-13 02:05:02 main:574] : INFO : Epoch 2036 | loss: 0.031098 | val_loss: 0.031143 | Time: 1607.17 ms [2022-01-13 02:05:04 main:574] : INFO : Epoch 2037 | loss: 0.0310978 | val_loss: 0.0311388 | Time: 1589.9 ms [2022-01-13 02:05:05 main:574] : INFO : Epoch 2038 | loss: 0.0310991 | val_loss: 0.0311422 | Time: 1574.78 ms [2022-01-13 02:05:07 main:574] : INFO : Epoch 2039 | loss: 0.0310983 | val_loss: 0.0311432 | Time: 1610.13 ms [2022-01-13 02:05:09 main:574] : INFO : Epoch 2040 | loss: 0.031098 | val_loss: 0.0311481 | Time: 1596.98 ms [2022-01-13 02:05:10 main:574] : INFO : Epoch 2041 | loss: 0.031102 | val_loss: 0.0311526 | Time: 1600.86 ms [2022-01-13 02:05:12 main:574] : INFO : Epoch 2042 | loss: 0.0311075 | val_loss: 0.0311388 | Time: 1581.99 ms [2022-01-13 02:05:13 main:574] : INFO : Epoch 2043 | loss: 0.0311023 | val_loss: 0.0311526 | Time: 1553.35 ms [2022-01-13 02:05:15 main:574] : INFO : Epoch 2044 | loss: 0.0310983 | val_loss: 0.0311425 | Time: 1556.18 ms [2022-01-13 02:05:17 main:574] : INFO : Epoch 2045 | loss: 0.0310971 | val_loss: 0.0311406 | Time: 1629.44 ms [2022-01-13 02:05:18 main:574] : INFO : Epoch 2046 | loss: 0.0310993 | val_loss: 0.0311388 | Time: 1574.74 ms [2022-01-13 02:05:20 main:574] : INFO : Epoch 2047 | loss: 0.0310981 | val_loss: 0.0311447 | Time: 1536.48 ms [2022-01-13 02:05:21 main:574] : INFO : Epoch 2048 | loss: 0.0310969 | val_loss: 0.0311446 | Time: 1616.05 ms [2022-01-13 02:05:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311446 [2022-01-13 02:05:21 main:603] : INFO : Saving end state to config to file [2022-01-13 02:05:21 main:608] : INFO : Success, exiting.. 02:05:21 (9064): 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)