Task 3776176
| Name | ParityModified-1609263773-3221-5_0 |
| Workunit | 1950971 |
| Created | 22 Jan 2021, 10:16:15 UTC |
| Sent | 22 Jan 2021, 12:28:04 UTC |
| Report deadline | 29 Jan 2021, 12:28:04 UTC |
| Received | 22 Jan 2021, 16:34:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 54 min 53 sec |
| CPU time | 53 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0333064 | val_loss: 0.0318234 | Time: 1574.97 ms
[2021-01-22 08:20:29 main:574] : INFO : Epoch 1543 | loss: 0.0315808 | val_loss: 0.0312985 | Time: 1557.14 ms
[2021-01-22 08:20:30 main:574] : INFO : Epoch 1544 | loss: 0.0311987 | val_loss: 0.0311674 | Time: 1569.03 ms
[2021-01-22 08:20:32 main:574] : INFO : Epoch 1545 | loss: 0.0311329 | val_loss: 0.03115 | Time: 1560.7 ms
[2021-01-22 08:20:34 main:574] : INFO : Epoch 1546 | loss: 0.0311187 | val_loss: 0.031149 | Time: 1584.07 ms
[2021-01-22 08:20:35 main:574] : INFO : Epoch 1547 | loss: 0.0311169 | val_loss: 0.031147 | Time: 1602.71 ms
[2021-01-22 08:20:37 main:574] : INFO : Epoch 1548 | loss: 0.031114 | val_loss: 0.0311444 | Time: 1600.43 ms
[2021-01-22 08:20:38 main:574] : INFO : Epoch 1549 | loss: 0.0311125 | val_loss: 0.0311431 | Time: 1608.48 ms
[2021-01-22 08:20:40 main:574] : INFO : Epoch 1550 | loss: 0.0311131 | val_loss: 0.031142 | Time: 1596.56 ms
[2021-01-22 08:20:42 main:574] : INFO : Epoch 1551 | loss: 0.0311135 | val_loss: 0.0311437 | Time: 1590.13 ms
[2021-01-22 08:20:43 main:574] : INFO : Epoch 1552 | loss: 0.0311123 | val_loss: 0.0311448 | Time: 1607.09 ms
[2021-01-22 08:20:45 main:574] : INFO : Epoch 1553 | loss: 0.0311134 | val_loss: 0.0311457 | Time: 1612.67 ms
[2021-01-22 08:20:46 main:574] : INFO : Epoch 1554 | loss: 0.0311125 | val_loss: 0.0311449 | Time: 1581.75 ms
[2021-01-22 08:20:48 main:574] : INFO : Epoch 1555 | loss: 0.0311091 | val_loss: 0.0311429 | Time: 1546.64 ms
[2021-01-22 08:20:50 main:574] : INFO : Epoch 1556 | loss: 0.0311079 | val_loss: 0.0311463 | Time: 1570.81 ms
[2021-01-22 08:20:51 main:574] : INFO : Epoch 1557 | loss: 0.0311068 | val_loss: 0.0311463 | Time: 1545.66 ms
[2021-01-22 08:20:53 main:574] : INFO : Epoch 1558 | loss: 0.0311084 | val_loss: 0.0311474 | Time: 1666.68 ms
[2021-01-22 08:20:54 main:574] : INFO : Epoch 1559 | loss: 0.0311073 | val_loss: 0.0311474 | Time: 1623.19 ms
[2021-01-22 08:20:56 main:574] : INFO : Epoch 1560 | loss: 0.0311077 | val_loss: 0.0311451 | Time: 1588.74 ms
[2021-01-22 08:20:58 main:574] : INFO : Epoch 1561 | loss: 0.0311065 | val_loss: 0.0311503 | Time: 1562.94 ms
[2021-01-22 08:20:59 main:574] : INFO : Epoch 1562 | loss: 0.0311082 | val_loss: 0.0311451 | Time: 1555.21 ms
[2021-01-22 08:21:01 main:574] : INFO : Epoch 1563 | loss: 0.0311112 | val_loss: 0.0311489 | Time: 1601.67 ms
[2021-01-22 08:21:03 main:574] : INFO : Epoch 1564 | loss: 0.0311221 | val_loss: 0.0311429 | Time: 1654.33 ms
[2021-01-22 08:21:04 main:574] : INFO : Epoch 1565 | loss: 0.0311236 | val_loss: 0.0311488 | Time: 1580.67 ms
[2021-01-22 08:21:06 main:574] : INFO : Epoch 1566 | loss: 0.0311247 | val_loss: 0.0311473 | Time: 1595.87 ms
[2021-01-22 08:21:07 main:574] : INFO : Epoch 1567 | loss: 0.0311197 | val_loss: 0.0311435 | Time: 1563.51 ms
[2021-01-22 08:21:09 main:574] : INFO : Epoch 1568 | loss: 0.0311162 | val_loss: 0.0311424 | Time: 1590.48 ms
[2021-01-22 08:21:10 main:574] : INFO : Epoch 1569 | loss: 0.0311148 | val_loss: 0.0311443 | Time: 1588.86 ms
[2021-01-22 08:21:12 main:574] : INFO : Epoch 1570 | loss: 0.0311119 | val_loss: 0.0311428 | Time: 1579.61 ms
[2021-01-22 08:21:14 main:574] : INFO : Epoch 1571 | loss: 0.0311168 | val_loss: 0.0311434 | Time: 1586.13 ms
[2021-01-22 08:21:15 main:574] : INFO : Epoch 1572 | loss: 0.0311149 | val_loss: 0.0311417 | Time: 1564.1 ms
[2021-01-22 08:21:17 main:574] : INFO : Epoch 1573 | loss: 0.0311123 | val_loss: 0.0311398 | Time: 1580.43 ms
[2021-01-22 08:21:18 main:574] : INFO : Epoch 1574 | loss: 0.0311121 | val_loss: 0.0311396 | Time: 1579.86 ms
[2021-01-22 08:21:20 main:574] : INFO : Epoch 1575 | loss: 0.0311112 | val_loss: 0.031142 | Time: 1553.54 ms
[2021-01-22 08:21:22 main:574] : INFO : Epoch 1576 | loss: 0.0311109 | val_loss: 0.0311382 | Time: 1564.35 ms
[2021-01-22 08:21:23 main:574] : INFO : Epoch 1577 | loss: 0.0311113 | val_loss: 0.0311415 | Time: 1610.43 ms
[2021-01-22 08:21:25 main:574] : INFO : Epoch 1578 | loss: 0.0311101 | val_loss: 0.0311416 | Time: 1666.52 ms
[2021-01-22 08:21:26 main:574] : INFO : Epoch 1579 | loss: 0.0311092 | val_loss: 0.0311419 | Time: 1580.65 ms
[2021-01-22 08:21:28 main:574] : INFO : Epoch 1580 | loss: 0.0311098 | val_loss: 0.0311412 | Time: 1567.8 ms
[2021-01-22 08:21:30 main:574] : INFO : Epoch 1581 | loss: 0.0311153 | val_loss: 0.0311412 | Time: 1558.51 ms
[2021-01-22 08:21:31 main:574] : INFO : Epoch 1582 | loss: 0.0311149 | val_loss: 0.0311384 | Time: 1596.98 ms
[2021-01-22 08:21:33 main:574] : INFO : Epoch 1583 | loss: 0.0311113 | val_loss: 0.0311389 | Time: 1590.76 ms
[2021-01-22 08:21:34 main:574] : INFO : Epoch 1584 | loss: 0.0311117 | val_loss: 0.0311464 | Time: 1595.63 ms
[2021-01-22 08:21:36 main:574] : INFO : Epoch 1585 | loss: 0.0311111 | val_loss: 0.0311434 | Time: 1568.97 ms
[2021-01-22 08:21:38 main:574] : INFO : Epoch 1586 | loss: 0.0311114 | val_loss: 0.0311409 | Time: 1576.49 ms
[2021-01-22 08:21:39 main:574] : INFO : Epoch 1587 | loss: 0.0311145 | val_loss: 0.0311438 | Time: 1587.56 ms
[2021-01-22 08:21:41 main:574] : INFO : Epoch 1588 | loss: 0.0311151 | val_loss: 0.0311462 | Time: 1563.99 ms
[2021-01-22 08:21:42 main:574] : INFO : Epoch 1589 | loss: 0.0311182 | val_loss: 0.0311405 | Time: 1600.35 ms
[2021-01-22 08:21:44 main:574] : INFO : Epoch 1590 | loss: 0.0311176 | val_loss: 0.0311449 | Time: 1588.79 ms
[2021-01-22 08:21:46 main:574] : INFO : Epoch 1591 | loss: 0.0311161 | val_loss: 0.0311418 | Time: 1545.43 ms
[2021-01-22 08:21:47 main:574] : INFO : Epoch 1592 | loss: 0.0311173 | val_loss: 0.0311444 | Time: 1560.44 ms
[2021-01-22 08:21:49 main:574] : INFO : Epoch 1593 | loss: 0.0311182 | val_loss: 0.0311416 | Time: 1616.07 ms
[2021-01-22 08:21:50 main:574] : INFO : Epoch 1594 | loss: 0.0311197 | val_loss: 0.0311471 | Time: 1596.8 ms
[2021-01-22 08:21:52 main:574] : INFO : Epoch 1595 | loss: 0.0311209 | val_loss: 0.0311401 | Time: 1635.95 ms
[2021-01-22 08:21:54 main:574] : INFO : Epoch 1596 | loss: 0.0311224 | val_loss: 0.0311373 | Time: 1588.6 ms
[2021-01-22 08:21:55 main:574] : INFO : Epoch 1597 | loss: 0.0311201 | val_loss: 0.0311391 | Time: 1615.57 ms
[2021-01-22 08:21:57 main:574] : INFO : Epoch 1598 | loss: 0.031119 | val_loss: 0.0311419 | Time: 1561.6 ms
[2021-01-22 08:21:58 main:574] : INFO : Epoch 1599 | loss: 0.0311219 | val_loss: 0.0311481 | Time: 1589.1 ms
[2021-01-22 08:22:00 main:574] : INFO : Epoch 1600 | loss: 0.031125 | val_loss: 0.031143 | Time: 1601.8 ms
[2021-01-22 08:22:02 main:574] : INFO : Epoch 1601 | loss: 0.0311236 | val_loss: 0.0311414 | Time: 1598.36 ms
[2021-01-22 08:22:03 main:574] : INFO : Epoch 1602 | loss: 0.0311201 | val_loss: 0.0311416 | Time: 1729.29 ms
[2021-01-22 08:22:05 main:574] : INFO : Epoch 1603 | loss: 0.0311178 | val_loss: 0.0311389 | Time: 1657.61 ms
[2021-01-22 08:22:07 main:574] : INFO : Epoch 1604 | loss: 0.0311143 | val_loss: 0.0311384 | Time: 1768.18 ms
[2021-01-22 08:22:09 main:574] : INFO : Epoch 1605 | loss: 0.0311136 | val_loss: 0.03114 | Time: 1823.47 ms
[2021-01-22 08:22:10 main:574] : INFO : Epoch 1606 | loss: 0.031115 | val_loss: 0.0311405 | Time: 1646.77 ms
[2021-01-22 08:22:12 main:574] : INFO : Epoch 1607 | loss: 0.0311147 | val_loss: 0.0311445 | Time: 1613.45 ms
[2021-01-22 08:22:14 main:574] : INFO : Epoch 1608 | loss: 0.0311105 | val_loss: 0.031142 | Time: 1594.29 ms
[2021-01-22 08:22:15 main:574] : INFO : Epoch 1609 | loss: 0.0311099 | val_loss: 0.0311434 | Time: 1605.27 ms
[2021-01-22 08:22:17 main:574] : INFO : Epoch 1610 | loss: 0.0311095 | val_loss: 0.0311446 | Time: 1649.84 ms
[2021-01-22 08:22:18 main:574] : INFO : Epoch 1611 | loss: 0.0311116 | val_loss: 0.0311439 | Time: 1578.44 ms
[2021-01-22 08:22:20 main:574] : INFO : Epoch 1612 | loss: 0.0311101 | val_loss: 0.0311465 | Time: 1599 ms
[2021-01-22 08:22:22 main:574] : INFO : Epoch 1613 | loss: 0.0311107 | val_loss: 0.0311453 | Time: 1581.3 ms
[2021-01-22 08:22:23 main:574] : INFO : Epoch 1614 | loss: 0.0311137 | val_loss: 0.0311473 | Time: 1615.94 ms
[2021-01-22 08:22:25 main:574] : INFO : Epoch 1615 | loss: 0.0311181 | val_loss: 0.031151 | Time: 1623.11 ms
[2021-01-22 08:22:26 main:574] : INFO : Epoch 1616 | loss: 0.0311262 | val_loss: 0.031147 | Time: 1585.81 ms
[2021-01-22 08:22:28 main:574] : INFO : Epoch 1617 | loss: 0.0311181 | val_loss: 0.0311449 | Time: 1606.57 ms
[2021-01-22 08:22:30 main:574] : INFO : Epoch 1618 | loss: 0.031114 | val_loss: 0.0311471 | Time: 1718.29 ms
[2021-01-22 08:22:32 main:574] : INFO : Epoch 1619 | loss: 0.0311139 | val_loss: 0.0311431 | Time: 1653.55 ms
[2021-01-22 08:22:33 main:574] : INFO : Epoch 1620 | loss: 0.031114 | val_loss: 0.0311408 | Time: 1559.43 ms
[2021-01-22 08:22:35 main:574] : INFO : Epoch 1621 | loss: 0.0311122 | val_loss: 0.031146 | Time: 1665.51 ms
[2021-01-22 08:22:36 main:574] : INFO : Epoch 1622 | loss: 0.03111 | val_loss: 0.0311432 | Time: 1618.42 ms
[2021-01-22 08:22:38 main:574] : INFO : Epoch 1623 | loss: 0.0311111 | val_loss: 0.0311453 | Time: 1640.92 ms
[2021-01-22 08:22:40 main:574] : INFO : Epoch 1624 | loss: 0.0311095 | val_loss: 0.0311458 | Time: 1628.86 ms
[2021-01-22 08:22:41 main:574] : INFO : Epoch 1625 | loss: 0.0311182 | val_loss: 0.0311452 | Time: 1578.65 ms
[2021-01-22 08:22:43 main:574] : INFO : Epoch 1626 | loss: 0.0311162 | val_loss: 0.0311391 | Time: 1579.21 ms
[2021-01-22 08:22:45 main:574] : INFO : Epoch 1627 | loss: 0.031115 | val_loss: 0.031142 | Time: 1644.05 ms
[2021-01-22 08:22:46 main:574] : INFO : Epoch 1628 | loss: 0.0311175 | val_loss: 0.0311436 | Time: 1587.4 ms
[2021-01-22 08:22:48 main:574] : INFO : Epoch 1629 | loss: 0.0311177 | val_loss: 0.0311501 | Time: 1547.32 ms
[2021-01-22 08:22:49 main:574] : INFO : Epoch 1630 | loss: 0.0311125 | val_loss: 0.0311428 | Time: 1541.93 ms
[2021-01-22 08:22:51 main:574] : INFO : Epoch 1631 | loss: 0.0311178 | val_loss: 0.0311394 | Time: 1569.73 ms
[2021-01-22 08:22:52 main:574] : INFO : Epoch 1632 | loss: 0.0311131 | val_loss: 0.0311384 | Time: 1575.88 ms
[2021-01-22 08:22:54 main:574] : INFO : Epoch 1633 | loss: 0.0311148 | val_loss: 0.0311488 | Time: 1556.3 ms
[2021-01-22 08:22:56 main:574] : INFO : Epoch 1634 | loss: 0.0311128 | val_loss: 0.0311409 | Time: 1562.72 ms
[2021-01-22 08:22:57 main:574] : INFO : Epoch 1635 | loss: 0.03111 | val_loss: 0.0311419 | Time: 1574.72 ms
[2021-01-22 08:22:59 main:574] : INFO : Epoch 1636 | loss: 0.0311107 | val_loss: 0.0311453 | Time: 1597.12 ms
[2021-01-22 08:23:00 main:574] : INFO : Epoch 1637 | loss: 0.0311096 | val_loss: 0.0311402 | Time: 1566.46 ms
[2021-01-22 08:23:02 main:574] : INFO : Epoch 1638 | loss: 0.0311104 | val_loss: 0.0311425 | Time: 1588 ms
[2021-01-22 08:23:04 main:574] : INFO : Epoch 1639 | loss: 0.0311125 | val_loss: 0.0311486 | Time: 1634.59 ms
[2021-01-22 08:23:05 main:574] : INFO : Epoch 1640 | loss: 0.0311123 | val_loss: 0.0311448 | Time: 1641.57 ms
[2021-01-22 08:23:07 main:574] : INFO : Epoch 1641 | loss: 0.0311118 | val_loss: 0.0311443 | Time: 1659.56 ms
[2021-01-22 08:23:09 main:574] : INFO : Epoch 1642 | loss: 0.0311125 | val_loss: 0.0311423 | Time: 1631.53 ms
[2021-01-22 08:23:10 main:574] : INFO : Epoch 1643 | loss: 0.0311107 | val_loss: 0.0311423 | Time: 1566.58 ms
[2021-01-22 08:23:12 main:574] : INFO : Epoch 1644 | loss: 0.031111 | val_loss: 0.0311476 | Time: 1602.21 ms
[2021-01-22 08:23:13 main:574] : INFO : Epoch 1645 | loss: 0.0311126 | val_loss: 0.0311413 | Time: 1587.99 ms
[2021-01-22 08:23:15 main:574] : INFO : Epoch 1646 | loss: 0.0311107 | val_loss: 0.0311414 | Time: 1635.02 ms
[2021-01-22 08:23:17 main:574] : INFO : Epoch 1647 | loss: 0.0311139 | val_loss: 0.031145 | Time: 1615.88 ms
[2021-01-22 08:23:18 main:574] : INFO : Epoch 1648 | loss: 0.0311172 | val_loss: 0.0311456 | Time: 1569.04 ms
[2021-01-22 08:23:20 main:574] : INFO : Epoch 1649 | loss: 0.0311184 | val_loss: 0.0311436 | Time: 1597.31 ms
[2021-01-22 08:23:21 main:574] : INFO : Epoch 1650 | loss: 0.0311168 | val_loss: 0.031148 | Time: 1583.98 ms
[2021-01-22 08:23:23 main:574] : INFO : Epoch 1651 | loss: 0.0311184 | val_loss: 0.0311466 | Time: 1680.42 ms
[2021-01-22 08:23:25 main:574] : INFO : Epoch 1652 | loss: 0.0311196 | val_loss: 0.0311473 | Time: 1729.96 ms
[2021-01-22 08:23:26 main:574] : INFO : Epoch 1653 | loss: 0.0311213 | val_loss: 0.0311575 | Time: 1585.6 ms
[2021-01-22 08:23:28 main:574] : INFO : Epoch 1654 | loss: 0.0311251 | val_loss: 0.0311582 | Time: 1551.36 ms
[2021-01-22 08:23:30 main:574] : INFO : Epoch 1655 | loss: 0.0311426 | val_loss: 0.0311554 | Time: 1559.97 ms
[2021-01-22 08:23:31 main:574] : INFO : Epoch 1656 | loss: 0.0311458 | val_loss: 0.0311498 | Time: 1588.17 ms
[2021-01-22 08:23:33 main:574] : INFO : Epoch 1657 | loss: 0.0311448 | val_loss: 0.0311475 | Time: 1572.98 ms
[2021-01-22 08:23:34 main:574] : INFO : Epoch 1658 | loss: 0.0311475 | val_loss: 0.0311508 | Time: 1570.1 ms
[2021-01-22 08:23:36 main:574] : INFO : Epoch 1659 | loss: 0.0311483 | val_loss: 0.0311522 | Time: 1554.23 ms
[2021-01-22 08:23:37 main:574] : INFO : Epoch 1660 | loss: 0.0311445 | val_loss: 0.0311487 | Time: 1557.45 ms
[2021-01-22 08:23:39 main:574] : INFO : Epoch 1661 | loss: 0.0311414 | val_loss: 0.0311486 | Time: 1577.02 ms
[2021-01-22 08:23:41 main:574] : INFO : Epoch 1662 | loss: 0.0311389 | val_loss: 0.0311475 | Time: 1604.71 ms
[2021-01-22 08:23:42 main:574] : INFO : Epoch 1663 | loss: 0.0311363 | val_loss: 0.031145 | Time: 1571.93 ms
[2021-01-22 08:23:44 main:574] : INFO : Epoch 1664 | loss: 0.031135 | val_loss: 0.031146 | Time: 1589.14 ms
[2021-01-22 08:23:45 main:574] : INFO : Epoch 1665 | loss: 0.0311336 | val_loss: 0.0311458 | Time: 1582.88 ms
[2021-01-22 08:23:47 main:574] : INFO : Epoch 1666 | loss: 0.0311321 | val_loss: 0.0311468 | Time: 1547.82 ms
[2021-01-22 08:23:49 main:574] : INFO : Epoch 1667 | loss: 0.03113 | val_loss: 0.031143 | Time: 1582.42 ms
[2021-01-22 08:23:50 main:574] : INFO : Epoch 1668 | loss: 0.0311285 | val_loss: 0.0311412 | Time: 1595.88 ms
[2021-01-22 08:23:52 main:574] : INFO : Epoch 1669 | loss: 0.031127 | val_loss: 0.0311412 | Time: 1589.76 ms
[2021-01-22 08:23:53 main:574] : INFO : Epoch 1670 | loss: 0.0311268 | val_loss: 0.03114 | Time: 1605.2 ms
[2021-01-22 08:23:55 main:574] : INFO : Epoch 1671 | loss: 0.031125 | val_loss: 0.0311401 | Time: 1598.34 ms
[2021-01-22 08:23:57 main:574] : INFO : Epoch 1672 | loss: 0.0311263 | val_loss: 0.0311597 | Time: 1594.16 ms
[2021-01-22 08:23:58 main:574] : INFO : Epoch 1673 | loss: 0.0311301 | val_loss: 0.031149 | Time: 1591.54 ms
[2021-01-22 08:24:00 main:574] : INFO : Epoch 1674 | loss: 0.0311236 | val_loss: 0.0311411 | Time: 1562.67 ms
[2021-01-22 08:24:01 main:574] : INFO : Epoch 1675 | loss: 0.0311265 | val_loss: 0.0311453 | Time: 1580.11 ms
[2021-01-22 08:24:03 main:574] : INFO : Epoch 1676 | loss: 0.0311305 | val_loss: 0.0311448 | Time: 1576.45 ms
[2021-01-22 08:24:05 main:574] : INFO : Epoch 1677 | loss: 0.0311276 | val_loss: 0.031147 | Time: 1564.24 ms
[2021-01-22 08:24:06 main:574] : INFO : Epoch 1678 | loss: 0.0311291 | val_loss: 0.0311454 | Time: 1565.09 ms
[2021-01-22 08:24:08 main:574] : INFO : Epoch 1679 | loss: 0.0311253 | val_loss: 0.0311431 | Time: 1566.1 ms
[2021-01-22 08:24:09 main:574] : INFO : Epoch 1680 | loss: 0.0311247 | val_loss: 0.0311444 | Time: 1604.16 ms
[2021-01-22 08:24:11 main:574] : INFO : Epoch 1681 | loss: 0.0311236 | val_loss: 0.0311475 | Time: 1587.3 ms
[2021-01-22 08:24:13 main:574] : INFO : Epoch 1682 | loss: 0.0311258 | val_loss: 0.0311514 | Time: 1570.9 ms
[2021-01-22 08:24:14 main:574] : INFO : Epoch 1683 | loss: 0.0311274 | val_loss: 0.0311428 | Time: 1548.38 ms
[2021-01-22 08:24:16 main:574] : INFO : Epoch 1684 | loss: 0.0311237 | val_loss: 0.0311435 | Time: 1552.29 ms
[2021-01-22 08:24:17 main:574] : INFO : Epoch 1685 | loss: 0.031122 | val_loss: 0.0311396 | Time: 1590.1 ms
[2021-01-22 08:24:19 main:574] : INFO : Epoch 1686 | loss: 0.0311217 | val_loss: 0.0311424 | Time: 1562.36 ms
[2021-01-22 08:24:20 main:574] : INFO : Epoch 1687 | loss: 0.0311249 | val_loss: 0.031143 | Time: 1584.68 ms
[2021-01-22 08:24:22 main:574] : INFO : Epoch 1688 | loss: 0.0311256 | val_loss: 0.0311443 | Time: 1576.27 ms
[2021-01-22 08:24:24 main:574] : INFO : Epoch 1689 | loss: 0.0311244 | val_loss: 0.031143 | Time: 1586.87 ms
[2021-01-22 08:24:25 main:574] : INFO : Epoch 1690 | loss: 0.031123 | val_loss: 0.0311404 | Time: 1580.65 ms
[2021-01-22 08:24:27 main:574] : INFO : Epoch 1691 | loss: 0.0311224 | val_loss: 0.0311424 | Time: 1559.28 ms
[2021-01-22 08:24:28 main:574] : INFO : Epoch 1692 | loss: 0.0311211 | val_loss: 0.0311429 | Time: 1588.29 ms
[2021-01-22 08:24:30 main:574] : INFO : Epoch 1693 | loss: 0.0311191 | val_loss: 0.031141 | Time: 1540.37 ms
[2021-01-22 08:24:32 main:574] : INFO : Epoch 1694 | loss: 0.0311185 | val_loss: 0.0311398 | Time: 1649.41 ms
[2021-01-22 08:24:33 main:574] : INFO : Epoch 1695 | loss: 0.0311178 | val_loss: 0.0311412 | Time: 1639.37 ms
[2021-01-22 08:24:35 main:574] : INFO : Epoch 1696 | loss: 0.0311188 | val_loss: 0.0311439 | Time: 1607.63 ms
[2021-01-22 08:24:37 main:574] : INFO : Epoch 1697 | loss: 0.0311186 | val_loss: 0.0311443 | Time: 1733.99 ms
[2021-01-22 08:24:38 main:574] : INFO : Epoch 1698 | loss: 0.0311201 | val_loss: 0.0311438 | Time: 1681.78 ms
[2021-01-22 08:24:40 main:574] : INFO : Epoch 1699 | loss: 0.0311182 | val_loss: 0.0311426 | Time: 1592.12 ms
[2021-01-22 08:24:42 main:574] : INFO : Epoch 1700 | loss: 0.0311178 | val_loss: 0.0311467 | Time: 1671.74 ms
[2021-01-22 08:24:43 main:574] : INFO : Epoch 1701 | loss: 0.0311163 | val_loss: 0.0311447 | Time: 1644.46 ms
[2021-01-22 08:24:45 main:574] : INFO : Epoch 1702 | loss: 0.0311161 | val_loss: 0.031144 | Time: 1753.85 ms
[2021-01-22 08:24:47 main:574] : INFO : Epoch 1703 | loss: 0.031117 | val_loss: 0.0311465 | Time: 1620.79 ms
[2021-01-22 08:24:48 main:574] : INFO : Epoch 1704 | loss: 0.0311153 | val_loss: 0.0311441 | Time: 1614.9 ms
[2021-01-22 08:24:50 main:574] : INFO : Epoch 1705 | loss: 0.0311163 | val_loss: 0.0311415 | Time: 1563.64 ms
[2021-01-22 08:24:51 main:574] : INFO : Epoch 1706 | loss: 0.0311164 | val_loss: 0.0311434 | Time: 1532.31 ms
[2021-01-22 08:24:53 main:574] : INFO : Epoch 1707 | loss: 0.0311141 | val_loss: 0.0311437 | Time: 1573.14 ms
[2021-01-22 08:24:55 main:574] : INFO : Epoch 1708 | loss: 0.0311128 | val_loss: 0.0311445 | Time: 1554 ms
[2021-01-22 08:24:56 main:574] : INFO : Epoch 1709 | loss: 0.0311123 | val_loss: 0.0311463 | Time: 1568.9 ms
[2021-01-22 08:24:58 main:574] : INFO : Epoch 1710 | loss: 0.0311116 | val_loss: 0.0311475 | Time: 1561.86 ms
[2021-01-22 08:24:59 main:574] : INFO : Epoch 1711 | loss: 0.0311108 | val_loss: 0.0311467 | Time: 1599.58 ms
[2021-01-22 08:25:01 main:574] : INFO : Epoch 1712 | loss: 0.0311117 | val_loss: 0.0311436 | Time: 1581.38 ms
[2021-01-22 08:25:02 main:574] : INFO : Epoch 1713 | loss: 0.0311113 | val_loss: 0.0311452 | Time: 1553.07 ms
[2021-01-22 08:25:04 main:574] : INFO : Epoch 1714 | loss: 0.0311159 | val_loss: 0.0311435 | Time: 1580.94 ms
[2021-01-22 08:25:06 main:574] : INFO : Epoch 1715 | loss: 0.0311198 | val_loss: 0.0311441 | Time: 1558.92 ms
[2021-01-22 08:25:07 main:574] : INFO : Epoch 1716 | loss: 0.031118 | val_loss: 0.031147 | Time: 1555.67 ms
[2021-01-22 08:25:09 main:574] : INFO : Epoch 1717 | loss: 0.0311174 | val_loss: 0.0311451 | Time: 1618.74 ms
[2021-01-22 08:25:10 main:574] : INFO : Epoch 1718 | loss: 0.0311156 | val_loss: 0.0311396 | Time: 1550.86 ms
[2021-01-22 08:25:12 main:574] : INFO : Epoch 1719 | loss: 0.0311163 | val_loss: 0.0311449 | Time: 1549.47 ms
[2021-01-22 08:25:14 main:574] : INFO : Epoch 1720 | loss: 0.0311144 | val_loss: 0.0311436 | Time: 1588.66 ms
[2021-01-22 08:25:15 main:574] : INFO : Epoch 1721 | loss: 0.0311161 | val_loss: 0.0311424 | Time: 1573.04 ms
[2021-01-22 08:25:17 main:574] : INFO : Epoch 1722 | loss: 0.0311175 | val_loss: 0.0311449 | Time: 1556.23 ms
[2021-01-22 08:25:18 main:574] : INFO : Epoch 1723 | loss: 0.0311168 | val_loss: 0.0311443 | Time: 1592.11 ms
[2021-01-22 08:25:20 main:574] : INFO : Epoch 1724 | loss: 0.0311164 | val_loss: 0.0311422 | Time: 1564.02 ms
[2021-01-22 08:25:22 main:574] : INFO : Epoch 1725 | loss: 0.0311147 | val_loss: 0.0311418 | Time: 1616.87 ms
[2021-01-22 08:25:23 main:574] : INFO : Epoch 1726 | loss: 0.0311132 | val_loss: 0.0311431 | Time: 1573.61 ms
[2021-01-22 08:25:25 main:574] : INFO : Epoch 1727 | loss: 0.0311102 | val_loss: 0.031144 | Time: 1562.52 ms
[2021-01-22 08:25:26 main:574] : INFO : Epoch 1728 | loss: 0.031111 | val_loss: 0.0311449 | Time: 1558.39 ms
[2021-01-22 08:25:28 main:574] : INFO : Epoch 1729 | loss: 0.031112 | val_loss: 0.0311451 | Time: 1556.61 ms
[2021-01-22 08:25:29 main:574] : INFO : Epoch 1730 | loss: 0.0311118 | val_loss: 0.0311447 | Time: 1551.78 ms
[2021-01-22 08:25:31 main:574] : INFO : Epoch 1731 | loss: 0.0311109 | val_loss: 0.0311451 | Time: 1547.07 ms
[2021-01-22 08:25:32 main:574] : INFO : Epoch 1732 | loss: 0.0311121 | val_loss: 0.0311461 | Time: 1551.87 ms
[2021-01-22 08:25:34 main:574] : INFO : Epoch 1733 | loss: 0.0311131 | val_loss: 0.0311458 | Time: 1597.52 ms
[2021-01-22 08:25:36 main:574] : INFO : Epoch 1734 | loss: 0.0311123 | val_loss: 0.0311462 | Time: 1611.26 ms
[2021-01-22 08:25:37 main:574] : INFO : Epoch 1735 | loss: 0.0311097 | val_loss: 0.0311446 | Time: 1572.48 ms
[2021-01-22 08:25:39 main:574] : INFO : Epoch 1736 | loss: 0.0311093 | val_loss: 0.0311465 | Time: 1617.44 ms
[2021-01-22 08:25:40 main:574] : INFO : Epoch 1737 | loss: 0.0311089 | val_loss: 0.0311458 | Time: 1563.64 ms
[2021-01-22 08:25:42 main:574] : INFO : Epoch 1738 | loss: 0.0311142 | val_loss: 0.0311481 | Time: 1578.02 ms
[2021-01-22 08:25:44 main:574] : INFO : Epoch 1739 | loss: 0.0311175 | val_loss: 0.0311475 | Time: 1609.74 ms
[2021-01-22 08:25:45 main:574] : INFO : Epoch 1740 | loss: 0.0311152 | val_loss: 0.0311441 | Time: 1549.25 ms
[2021-01-22 08:25:47 main:574] : INFO : Epoch 1741 | loss: 0.0311137 | val_loss: 0.0311479 | Time: 1587 ms
[2021-01-22 08:25:48 main:574] : INFO : Epoch 1742 | loss: 0.0311167 | val_loss: 0.0311449 | Time: 1546.66 ms
[2021-01-22 08:25:50 main:574] : INFO : Epoch 1743 | loss: 0.0311146 | val_loss: 0.0311479 | Time: 1600.25 ms
[2021-01-22 08:25:52 main:574] : INFO : Epoch 1744 | loss: 0.0311186 | val_loss: 0.0311432 | Time: 1583.71 ms
[2021-01-22 08:25:53 main:574] : INFO : Epoch 1745 | loss: 0.0311131 | val_loss: 0.0311416 | Time: 1582.27 ms
[2021-01-22 08:25:55 main:574] : INFO : Epoch 1746 | loss: 0.0311127 | val_loss: 0.0311539 | Time: 1566.54 ms
[2021-01-22 08:25:56 main:574] : INFO : Epoch 1747 | loss: 0.031117 | val_loss: 0.0311451 | Time: 1574.5 ms
[2021-01-22 08:25:58 main:574] : INFO : Epoch 1748 | loss: 0.0311129 | val_loss: 0.0311453 | Time: 1573.55 ms
[2021-01-22 08:26:00 main:574] : INFO : Epoch 1749 | loss: 0.0311104 | val_loss: 0.0311482 | Time: 1543.68 ms
[2021-01-22 08:26:01 main:574] : INFO : Epoch 1750 | loss: 0.0311116 | val_loss: 0.0311419 | Time: 1656.14 ms
[2021-01-22 08:26:03 main:574] : INFO : Epoch 1751 | loss: 0.0311142 | val_loss: 0.0311495 | Time: 1572.14 ms
[2021-01-22 08:26:04 main:574] : INFO : Epoch 1752 | loss: 0.0311131 | val_loss: 0.0311465 | Time: 1579.27 ms
[2021-01-22 08:26:06 main:574] : INFO : Epoch 1753 | loss: 0.0311151 | val_loss: 0.0311491 | Time: 1570.32 ms
[2021-01-22 08:26:08 main:574] : INFO : Epoch 1754 | loss: 0.031114 | val_loss: 0.0311435 | Time: 1564.45 ms
[2021-01-22 08:26:09 main:574] : INFO : Epoch 1755 | loss: 0.0311123 | val_loss: 0.0311442 | Time: 1605.73 ms
[2021-01-22 08:26:11 main:574] : INFO : Epoch 1756 | loss: 0.031111 | val_loss: 0.0311464 | Time: 1573.32 ms
[2021-01-22 08:26:12 main:574] : INFO : Epoch 1757 | loss: 0.0311099 | val_loss: 0.0311476 | Time: 1602.56 ms
[2021-01-22 08:26:14 main:574] : INFO : Epoch 1758 | loss: 0.0311095 | val_loss: 0.0311455 | Time: 1657.82 ms
[2021-01-22 08:26:16 main:574] : INFO : Epoch 1759 | loss: 0.0311079 | val_loss: 0.0311452 | Time: 1672.25 ms
[2021-01-22 08:26:17 main:574] : INFO : Epoch 1760 | loss: 0.031109 | val_loss: 0.0311505 | Time: 1594.18 ms
[2021-01-22 08:26:19 main:574] : INFO : Epoch 1761 | loss: 0.0311103 | val_loss: 0.0311439 | Time: 1543.89 ms
[2021-01-22 08:26:20 main:574] : INFO : Epoch 1762 | loss: 0.0311095 | val_loss: 0.0311424 | Time: 1541.08 ms
[2021-01-22 08:26:22 main:574] : INFO : Epoch 1763 | loss: 0.0311094 | val_loss: 0.031151 | Time: 1620.07 ms
[2021-01-22 08:26:24 main:574] : INFO : Epoch 1764 | loss: 0.0311104 | val_loss: 0.0311449 | Time: 1586.36 ms
[2021-01-22 08:26:25 main:574] : INFO : Epoch 1765 | loss: 0.0311113 | val_loss: 0.0311483 | Time: 1575.37 ms
[2021-01-22 08:26:27 main:574] : INFO : Epoch 1766 | loss: 0.0311112 | val_loss: 0.0311452 | Time: 1569.12 ms
[2021-01-22 08:26:28 main:574] : INFO : Epoch 1767 | loss: 0.031109 | val_loss: 0.0311531 | Time: 1583.31 ms
[2021-01-22 08:26:30 main:574] : INFO : Epoch 1768 | loss: 0.0311105 | val_loss: 0.0311471 | Time: 1619.88 ms
[2021-01-22 08:26:32 main:574] : INFO : Epoch 1769 | loss: 0.0311084 | val_loss: 0.0311543 | Time: 1579.42 ms
[2021-01-22 08:26:33 main:574] : INFO : Epoch 1770 | loss: 0.0311079 | val_loss: 0.0311485 | Time: 1582.41 ms
[2021-01-22 08:26:35 main:574] : INFO : Epoch 1771 | loss: 0.0311061 | val_loss: 0.0311477 | Time: 1572.81 ms
[2021-01-22 08:26:36 main:574] : INFO : Epoch 1772 | loss: 0.0311075 | val_loss: 0.0311481 | Time: 1590.05 ms
[2021-01-22 08:26:38 main:574] : INFO : Epoch 1773 | loss: 0.031107 | val_loss: 0.0311511 | Time: 1609.14 ms
[2021-01-22 08:26:40 main:574] : INFO : Epoch 1774 | loss: 0.0311065 | val_loss: 0.031148 | Time: 1567.11 ms
[2021-01-22 08:26:41 main:574] : INFO : Epoch 1775 | loss: 0.0311072 | val_loss: 0.0311429 | Time: 1549.04 ms
[2021-01-22 08:26:43 main:574] : INFO : Epoch 1776 | loss: 0.0311113 | val_loss: 0.0311486 | Time: 1583.97 ms
[2021-01-22 08:26:44 main:574] : INFO : Epoch 1777 | loss: 0.0311114 | val_loss: 0.0311462 | Time: 1613.9 ms
[2021-01-22 08:26:46 main:574] : INFO : Epoch 1778 | loss: 0.0311094 | val_loss: 0.0311409 | Time: 1578.34 ms
[2021-01-22 08:26:48 main:574] : INFO : Epoch 1779 | loss: 0.031108 | val_loss: 0.0311516 | Time: 1579.21 ms
[2021-01-22 08:26:49 main:574] : INFO : Epoch 1780 | loss: 0.0311083 | val_loss: 0.0311441 | Time: 1617.78 ms
[2021-01-22 08:26:51 main:574] : INFO : Epoch 1781 | loss: 0.0311094 | val_loss: 0.0311471 | Time: 1568.52 ms
[2021-01-22 08:26:52 main:574] : INFO : Epoch 1782 | loss: 0.0311064 | val_loss: 0.0311478 | Time: 1547.83 ms
[2021-01-22 08:26:54 main:574] : INFO : Epoch 1783 | loss: 0.0311062 | val_loss: 0.0311473 | Time: 1574.32 ms
[2021-01-22 08:26:56 main:574] : INFO : Epoch 1784 | loss: 0.0311056 | val_loss: 0.0311449 | Time: 1592.29 ms
[2021-01-22 08:26:57 main:574] : INFO : Epoch 1785 | loss: 0.0311054 | val_loss: 0.0311442 | Time: 1539.78 ms
[2021-01-22 08:26:59 main:574] : INFO : Epoch 1786 | loss: 0.0311057 | val_loss: 0.0311427 | Time: 1529.78 ms
[2021-01-22 08:27:00 main:574] : INFO : Epoch 1787 | loss: 0.0311123 | val_loss: 0.0311422 | Time: 1579.39 ms
[2021-01-22 08:27:02 main:574] : INFO : Epoch 1788 | loss: 0.0311156 | val_loss: 0.0311431 | Time: 1561.12 ms
[2021-01-22 08:27:03 main:574] : INFO : Epoch 1789 | loss: 0.0311164 | val_loss: 0.0311448 | Time: 1607.11 ms
[2021-01-22 08:27:05 main:574] : INFO : Epoch 1790 | loss: 0.0311148 | val_loss: 0.031146 | Time: 1584.63 ms
[2021-01-22 08:27:07 main:574] : INFO : Epoch 1791 | loss: 0.0311125 | val_loss: 0.0311412 | Time: 1581.29 ms
[2021-01-22 08:27:08 main:574] : INFO : Epoch 1792 | loss: 0.031111 | val_loss: 0.031146 | Time: 1583.25 ms
[2021-01-22 08:27:10 main:574] : INFO : Epoch 1793 | loss: 0.031108 | val_loss: 0.0311435 | Time: 1572.19 ms
[2021-01-22 08:27:11 main:574] : INFO : Epoch 1794 | loss: 0.0311073 | val_loss: 0.0311462 | Time: 1639.74 ms
[2021-01-22 08:27:13 main:574] : INFO : Epoch 1795 | loss: 0.0311072 | val_loss: 0.0311483 | Time: 1583.94 ms
[2021-01-22 08:27:15 main:574] : INFO : Epoch 1796 | loss: 0.0311054 | val_loss: 0.0311441 | Time: 1591.61 ms
[2021-01-22 08:27:16 main:574] : INFO : Epoch 1797 | loss: 0.0311039 | val_loss: 0.0311497 | Time: 1580.14 ms
[2021-01-22 08:27:18 main:574] : INFO : Epoch 1798 | loss: 0.031104 | val_loss: 0.0311479 | Time: 1579.77 ms
[2021-01-22 08:27:19 main:574] : INFO : Epoch 1799 | loss: 0.0311062 | val_loss: 0.0311481 | Time: 1559.93 ms
[2021-01-22 08:27:21 main:574] : INFO : Epoch 1800 | loss: 0.031105 | val_loss: 0.0311445 | Time: 1609.99 ms
[2021-01-22 08:27:23 main:574] : INFO : Epoch 1801 | loss: 0.031104 | val_loss: 0.0311472 | Time: 1563.72 ms
[2021-01-22 08:27:24 main:574] : INFO : Epoch 1802 | loss: 0.0311067 | val_loss: 0.0311417 | Time: 1602.46 ms
[2021-01-22 08:27:26 main:574] : INFO : Epoch 1803 | loss: 0.0311101 | val_loss: 0.0311526 | Time: 1592.81 ms
[2021-01-22 08:27:27 main:574] : INFO : Epoch 1804 | loss: 0.0311069 | val_loss: 0.0311485 | Time: 1585.88 ms
[2021-01-22 08:27:29 main:574] : INFO : Epoch 1805 | loss: 0.0311077 | val_loss: 0.0311502 | Time: 1585.61 ms
[2021-01-22 08:27:31 main:574] : INFO : Epoch 1806 | loss: 0.0311065 | val_loss: 0.0311468 | Time: 1640.24 ms
[2021-01-22 08:27:32 main:574] : INFO : Epoch 1807 | loss: 0.0311095 | val_loss: 0.0311462 | Time: 1553.41 ms
[2021-01-22 08:27:34 main:574] : INFO : Epoch 1808 | loss: 0.0311129 | val_loss: 0.0311508 | Time: 1595.12 ms
[2021-01-22 08:27:35 main:574] : INFO : Epoch 1809 | loss: 0.0311102 | val_loss: 0.0311472 | Time: 1603.58 ms
[2021-01-22 08:27:37 main:574] : INFO : Epoch 1810 | loss: 0.0311295 | val_loss: 0.0311522 | Time: 1582.92 ms
[2021-01-22 08:27:39 main:574] : INFO : Epoch 1811 | loss: 0.0311294 | val_loss: 0.031142 | Time: 1608.16 ms
[2021-01-22 08:27:40 main:574] : INFO : Epoch 1812 | loss: 0.0311218 | val_loss: 0.0311415 | Time: 1598.15 ms
[2021-01-22 08:27:42 main:574] : INFO : Epoch 1813 | loss: 0.0311183 | val_loss: 0.0311446 | Time: 1541.67 ms
[2021-01-22 08:27:43 main:574] : INFO : Epoch 1814 | loss: 0.0311242 | val_loss: 0.0311466 | Time: 1557.88 ms
[2021-01-22 08:27:45 main:574] : INFO : Epoch 1815 | loss: 0.0311256 | val_loss: 0.0311452 | Time: 1528.17 ms
[2021-01-22 08:27:47 main:574] : INFO : Epoch 1816 | loss: 0.0311239 | val_loss: 0.031141 | Time: 1567.5 ms
[2021-01-22 08:27:48 main:574] : INFO : Epoch 1817 | loss: 0.0311207 | val_loss: 0.0311425 | Time: 1590.39 ms
[2021-01-22 08:27:50 main:574] : INFO : Epoch 1818 | loss: 0.0311275 | val_loss: 0.0311474 | Time: 1571.47 ms
[2021-01-22 08:27:51 main:574] : INFO : Epoch 1819 | loss: 0.0311245 | val_loss: 0.0311429 | Time: 1581.37 ms
[2021-01-22 08:27:53 main:574] : INFO : Epoch 1820 | loss: 0.0311175 | val_loss: 0.0311411 | Time: 1615.25 ms
[2021-01-22 08:27:55 main:574] : INFO : Epoch 1821 | loss: 0.0311155 | val_loss: 0.0311428 | Time: 1553.2 ms
[2021-01-22 08:27:56 main:574] : INFO : Epoch 1822 | loss: 0.0311171 | val_loss: 0.0311445 | Time: 1568.55 ms
[2021-01-22 08:27:58 main:574] : INFO : Epoch 1823 | loss: 0.0311191 | val_loss: 0.0311544 | Time: 1583.9 ms
[2021-01-22 08:27:59 main:574] : INFO : Epoch 1824 | loss: 0.0311196 | val_loss: 0.0311483 | Time: 1600.46 ms
[2021-01-22 08:28:01 main:574] : INFO : Epoch 1825 | loss: 0.031114 | val_loss: 0.0311506 | Time: 1618.16 ms
[2021-01-22 08:28:03 main:574] : INFO : Epoch 1826 | loss: 0.0311105 | val_loss: 0.0311507 | Time: 1620.12 ms
[2021-01-22 08:28:04 main:574] : INFO : Epoch 1827 | loss: 0.0311122 | val_loss: 0.0311458 | Time: 1571.39 ms
[2021-01-22 08:28:06 main:574] : INFO : Epoch 1828 | loss: 0.0311092 | val_loss: 0.0311483 | Time: 1600.08 ms
[2021-01-22 08:28:07 main:574] : INFO : Epoch 1829 | loss: 0.0311097 | val_loss: 0.0311455 | Time: 1563.67 ms
[2021-01-22 08:28:09 main:574] : INFO : Epoch 1830 | loss: 0.0311104 | val_loss: 0.0311447 | Time: 1616.36 ms
[2021-01-22 08:28:11 main:574] : INFO : Epoch 1831 | loss: 0.0311127 | val_loss: 0.0311495 | Time: 1580.57 ms
[2021-01-22 08:28:12 main:574] : INFO : Epoch 1832 | loss: 0.0311103 | val_loss: 0.0311451 | Time: 1564.33 ms
[2021-01-22 08:28:14 main:574] : INFO : Epoch 1833 | loss: 0.0311081 | val_loss: 0.0311462 | Time: 1563.42 ms
[2021-01-22 08:28:15 main:574] : INFO : Epoch 1834 | loss: 0.0311085 | val_loss: 0.0311505 | Time: 1613.72 ms
[2021-01-22 08:28:17 main:574] : INFO : Epoch 1835 | loss: 0.0311077 | val_loss: 0.0311496 | Time: 1617.12 ms
[2021-01-22 08:28:19 main:574] : INFO : Epoch 1836 | loss: 0.0311088 | val_loss: 0.0311466 | Time: 1579.88 ms
[2021-01-22 08:28:20 main:574] : INFO : Epoch 1837 | loss: 0.0311052 | val_loss: 0.0311501 | Time: 1601.9 ms
[2021-01-22 08:28:22 main:574] : INFO : Epoch 1838 | loss: 0.0311078 | val_loss: 0.0311531 | Time: 1578.55 ms
[2021-01-22 08:28:23 main:574] : INFO : Epoch 1839 | loss: 0.0311093 | val_loss: 0.0311457 | Time: 1621.74 ms
[2021-01-22 08:28:25 main:574] : INFO : Epoch 1840 | loss: 0.0311117 | val_loss: 0.0311438 | Time: 1547.93 ms
[2021-01-22 08:28:27 main:574] : INFO : Epoch 1841 | loss: 0.0311103 | val_loss: 0.0311431 | Time: 1622.25 ms
[2021-01-22 08:28:28 main:574] : INFO : Epoch 1842 | loss: 0.0311083 | val_loss: 0.0311479 | Time: 1562.29 ms
[2021-01-22 08:28:30 main:574] : INFO : Epoch 1843 | loss: 0.0311085 | val_loss: 0.0311467 | Time: 1610.25 ms
[2021-01-22 08:28:31 main:574] : INFO : Epoch 1844 | loss: 0.031106 | val_loss: 0.0311457 | Time: 1613.64 ms
[2021-01-22 08:28:33 main:574] : INFO : Epoch 1845 | loss: 0.031107 | val_loss: 0.0311444 | Time: 1621.76 ms
[2021-01-22 08:28:35 main:574] : INFO : Epoch 1846 | loss: 0.031105 | val_loss: 0.0311426 | Time: 1595.38 ms
[2021-01-22 08:28:36 main:574] : INFO : Epoch 1847 | loss: 0.0311052 | val_loss: 0.0311434 | Time: 1599.83 ms
[2021-01-22 08:28:38 main:574] : INFO : Epoch 1848 | loss: 0.031106 | val_loss: 0.031145 | Time: 1612.09 ms
[2021-01-22 08:28:40 main:574] : INFO : Epoch 1849 | loss: 0.0311058 | val_loss: 0.031147 | Time: 1662.15 ms
[2021-01-22 08:28:41 main:574] : INFO : Epoch 1850 | loss: 0.0311046 | val_loss: 0.0311462 | Time: 1638.27 ms
[2021-01-22 08:28:43 main:574] : INFO : Epoch 1851 | loss: 0.0311054 | val_loss: 0.0311479 | Time: 1600.76 ms
[2021-01-22 08:28:44 main:574] : INFO : Epoch 1852 | loss: 0.0311069 | val_loss: 0.0311456 | Time: 1592.64 ms
[2021-01-22 08:28:46 main:574] : INFO : Epoch 1853 | loss: 0.0311107 | val_loss: 0.0311439 | Time: 1596.93 ms
[2021-01-22 08:28:48 main:574] : INFO : Epoch 1854 | loss: 0.0311093 | val_loss: 0.0311434 | Time: 1583.63 ms
[2021-01-22 08:28:49 main:574] : INFO : Epoch 1855 | loss: 0.0311087 | val_loss: 0.0311467 | Time: 1547.93 ms
[2021-01-22 08:28:51 main:574] : INFO : Epoch 1856 | loss: 0.0311075 | val_loss: 0.0311504 | Time: 1572.38 ms
[2021-01-22 08:28:52 main:574] : INFO : Epoch 1857 | loss: 0.0311057 | val_loss: 0.0311453 | Time: 1658.5 ms
[2021-01-22 08:28:54 main:574] : INFO : Epoch 1858 | loss: 0.0311045 | val_loss: 0.0311471 | Time: 1599.68 ms
[2021-01-22 08:28:56 main:574] : INFO : Epoch 1859 | loss: 0.0311052 | val_loss: 0.031148 | Time: 1552.1 ms
[2021-01-22 08:28:57 main:574] : INFO : Epoch 1860 | loss: 0.0311039 | val_loss: 0.03115 | Time: 1615.67 ms
[2021-01-22 08:28:59 main:574] : INFO : Epoch 1861 | loss: 0.0311083 | val_loss: 0.0311469 | Time: 1576.76 ms
[2021-01-22 08:29:00 main:574] : INFO : Epoch 1862 | loss: 0.0311084 | val_loss: 0.0311458 | Time: 1616.97 ms
[2021-01-22 08:29:02 main:574] : INFO : Epoch 1863 | loss: 0.031109 | val_loss: 0.0311408 | Time: 1570.07 ms
[2021-01-22 08:29:04 main:574] : INFO : Epoch 1864 | loss: 0.0311099 | val_loss: 0.0311484 | Time: 1604.94 ms
[2021-01-22 08:29:05 main:574] : INFO : Epoch 1865 | loss: 0.0311074 | val_loss: 0.031144 | Time: 1611.87 ms
[2021-01-22 08:29:07 main:574] : INFO : Epoch 1866 | loss: 0.0311062 | val_loss: 0.0311452 | Time: 1601.72 ms
[2021-01-22 08:29:08 main:574] : INFO : Epoch 1867 | loss: 0.0311051 | val_loss: 0.0311499 | Time: 1562.79 ms
[2021-01-22 08:29:10 main:574] : INFO : Epoch 1868 | loss: 0.0311351 | val_loss: 0.0311516 | Time: 1650.4 ms
[2021-01-22 08:29:12 main:574] : INFO : Epoch 1869 | loss: 0.0311332 | val_loss: 0.0311493 | Time: 1650.64 ms
[2021-01-22 08:29:13 main:574] : INFO : Epoch 1870 | loss: 0.0311331 | val_loss: 0.0311511 | Time: 1612.04 ms
[2021-01-22 08:29:15 main:574] : INFO : Epoch 1871 | loss: 0.0311309 | val_loss: 0.031144 | Time: 1611.16 ms
[2021-01-22 08:29:17 main:574] : INFO : Epoch 1872 | loss: 0.0311279 | val_loss: 0.031147 | Time: 1585.94 ms
[2021-01-22 08:29:18 main:574] : INFO : Epoch 1873 | loss: 0.0311242 | val_loss: 0.031144 | Time: 1589.04 ms
[2021-01-22 08:29:20 main:574] : INFO : Epoch 1874 | loss: 0.0311219 | val_loss: 0.031144 | Time: 1587.33 ms
[2021-01-22 08:29:21 main:574] : INFO : Epoch 1875 | loss: 0.0311199 | val_loss: 0.0311456 | Time: 1617.73 ms
[2021-01-22 08:29:23 main:574] : INFO : Epoch 1876 | loss: 0.031119 | val_loss: 0.0311467 | Time: 1560.48 ms
[2021-01-22 08:29:25 main:574] : INFO : Epoch 1877 | loss: 0.0311225 | val_loss: 0.0311472 | Time: 1602.87 ms
[2021-01-22 08:29:26 main:574] : INFO : Epoch 1878 | loss: 0.0311206 | val_loss: 0.031149 | Time: 1593.31 ms
[2021-01-22 08:29:28 main:574] : INFO : Epoch 1879 | loss: 0.0311201 | val_loss: 0.0311463 | Time: 1633 ms
[2021-01-22 08:29:29 main:574] : INFO : Epoch 1880 | loss: 0.0311222 | val_loss: 0.0311469 | Time: 1574.73 ms
[2021-01-22 08:29:31 main:574] : INFO : Epoch 1881 | loss: 0.0311175 | val_loss: 0.0311446 | Time: 1583.17 ms
[2021-01-22 08:29:33 main:574] : INFO : Epoch 1882 | loss: 0.0311147 | val_loss: 0.0311501 | Time: 1637.89 ms
[2021-01-22 08:29:34 main:574] : INFO : Epoch 1883 | loss: 0.0311138 | val_loss: 0.0311451 | Time: 1566.77 ms
[2021-01-22 08:29:36 main:574] : INFO : Epoch 1884 | loss: 0.0311129 | val_loss: 0.0311447 | Time: 1629.59 ms
[2021-01-22 08:29:38 main:574] : INFO : Epoch 1885 | loss: 0.0311135 | val_loss: 0.0311408 | Time: 1576.96 ms
[2021-01-22 08:29:39 main:574] : INFO : Epoch 1886 | loss: 0.0311121 | val_loss: 0.0311509 | Time: 1597.44 ms
[2021-01-22 08:29:41 main:574] : INFO : Epoch 1887 | loss: 0.0311121 | val_loss: 0.0311443 | Time: 1564.17 ms
[2021-01-22 08:29:42 main:574] : INFO : Epoch 1888 | loss: 0.0311153 | val_loss: 0.0311551 | Time: 1601.04 ms
[2021-01-22 08:29:44 main:574] : INFO : Epoch 1889 | loss: 0.031115 | val_loss: 0.0311457 | Time: 1596.37 ms
[2021-01-22 08:29:46 main:574] : INFO : Epoch 1890 | loss: 0.0311111 | val_loss: 0.0311469 | Time: 1561.7 ms
[2021-01-22 08:29:47 main:574] : INFO : Epoch 1891 | loss: 0.0311111 | val_loss: 0.0311477 | Time: 1608.84 ms
[2021-01-22 08:29:49 main:574] : INFO : Epoch 1892 | loss: 0.0311109 | val_loss: 0.0311481 | Time: 1567.2 ms
[2021-01-22 08:29:50 main:574] : INFO : Epoch 1893 | loss: 0.0311112 | val_loss: 0.0311425 | Time: 1565.5 ms
[2021-01-22 08:29:52 main:574] : INFO : Epoch 1894 | loss: 0.0311106 | val_loss: 0.0311479 | Time: 1576.56 ms
[2021-01-22 08:29:53 main:574] : INFO : Epoch 1895 | loss: 0.0311111 | val_loss: 0.0311479 | Time: 1565.21 ms
[2021-01-22 08:29:55 main:574] : INFO : Epoch 1896 | loss: 0.0311139 | val_loss: 0.031141 | Time: 1595.52 ms
[2021-01-22 08:29:57 main:574] : INFO : Epoch 1897 | loss: 0.0311095 | val_loss: 0.0311437 | Time: 1575.27 ms
[2021-01-22 08:29:58 main:574] : INFO : Epoch 1898 | loss: 0.0311093 | val_loss: 0.0311464 | Time: 1592.07 ms
[2021-01-22 08:30:00 main:574] : INFO : Epoch 1899 | loss: 0.0311096 | val_loss: 0.0311435 | Time: 1739.33 ms
[2021-01-22 08:30:02 main:574] : INFO : Epoch 1900 | loss: 0.0311082 | val_loss: 0.0311467 | Time: 1619.49 ms
[2021-01-22 08:30:03 main:574] : INFO : Epoch 1901 | loss: 0.0311073 | val_loss: 0.0311456 | Time: 1543.88 ms
[2021-01-22 08:30:05 main:574] : INFO : Epoch 1902 | loss: 0.0311108 | val_loss: 0.0311479 | Time: 1595.21 ms
[2021-01-22 08:30:06 main:574] : INFO : Epoch 1903 | loss: 0.0311108 | val_loss: 0.0311499 | Time: 1586.35 ms
[2021-01-22 08:30:08 main:574] : INFO : Epoch 1904 | loss: 0.0311094 | val_loss: 0.031144 | Time: 1544.87 ms
[2021-01-22 08:30:10 main:574] : INFO : Epoch 1905 | loss: 0.0311093 | val_loss: 0.031143 | Time: 1588.92 ms
[2021-01-22 08:30:11 main:574] : INFO : Epoch 1906 | loss: 0.0311084 | val_loss: 0.0311472 | Time: 1606.35 ms
[2021-01-22 08:30:13 main:574] : INFO : Epoch 1907 | loss: 0.0311133 | val_loss: 0.0311521 | Time: 1543.46 ms
[2021-01-22 08:30:14 main:574] : INFO : Epoch 1908 | loss: 0.0311153 | val_loss: 0.0311507 | Time: 1570.16 ms
[2021-01-22 08:30:16 main:574] : INFO : Epoch 1909 | loss: 0.0311083 | val_loss: 0.0311428 | Time: 1563.45 ms
[2021-01-22 08:30:18 main:574] : INFO : Epoch 1910 | loss: 0.0311066 | val_loss: 0.0311488 | Time: 1628.61 ms
[2021-01-22 08:30:19 main:574] : INFO : Epoch 1911 | loss: 0.0311064 | val_loss: 0.0311429 | Time: 1574.28 ms
[2021-01-22 08:30:21 main:574] : INFO : Epoch 1912 | loss: 0.031104 | val_loss: 0.0311447 | Time: 1563.24 ms
[2021-01-22 08:30:22 main:574] : INFO : Epoch 1913 | loss: 0.0311104 | val_loss: 0.0311449 | Time: 1565.74 ms
[2021-01-22 08:30:24 main:574] : INFO : Epoch 1914 | loss: 0.0311364 | val_loss: 0.0311411 | Time: 1542.87 ms
[2021-01-22 08:30:25 main:574] : INFO : Epoch 1915 | loss: 0.0311265 | val_loss: 0.0311447 | Time: 1595.05 ms
[2021-01-22 08:30:27 main:574] : INFO : Epoch 1916 | loss: 0.0311149 | val_loss: 0.0311443 | Time: 1554.05 ms
[2021-01-22 08:30:29 main:574] : INFO : Epoch 1917 | loss: 0.0311102 | val_loss: 0.0311441 | Time: 1638.21 ms
[2021-01-22 08:30:30 main:574] : INFO : Epoch 1918 | loss: 0.0311113 | val_loss: 0.0311443 | Time: 1586.45 ms
[2021-01-22 08:30:32 main:574] : INFO : Epoch 1919 | loss: 0.0311113 | val_loss: 0.0311572 | Time: 1576.07 ms
[2021-01-22 08:30:33 main:574] : INFO : Epoch 1920 | loss: 0.03111 | val_loss: 0.0311474 | Time: 1597.64 ms
[2021-01-22 08:30:35 main:574] : INFO : Epoch 1921 | loss: 0.0311091 | val_loss: 0.0311438 | Time: 1592.85 ms
[2021-01-22 08:30:37 main:574] : INFO : Epoch 1922 | loss: 0.0311079 | val_loss: 0.0311453 | Time: 1592.85 ms
[2021-01-22 08:30:38 main:574] : INFO : Epoch 1923 | loss: 0.0311068 | val_loss: 0.0311459 | Time: 1583.3 ms
[2021-01-22 08:30:40 main:574] : INFO : Epoch 1924 | loss: 0.031105 | val_loss: 0.0311482 | Time: 1597.1 ms
[2021-01-22 08:30:41 main:574] : INFO : Epoch 1925 | loss: 0.0311068 | val_loss: 0.0311438 | Time: 1595.48 ms
[2021-01-22 08:30:43 main:574] : INFO : Epoch 1926 | loss: 0.0311145 | val_loss: 0.0311445 | Time: 1611.78 ms
[2021-01-22 08:30:45 main:574] : INFO : Epoch 1927 | loss: 0.0311136 | val_loss: 0.0311463 | Time: 1602.46 ms
[2021-01-22 08:30:46 main:574] : INFO : Epoch 1928 | loss: 0.0311097 | val_loss: 0.0311458 | Time: 1561.61 ms
[2021-01-22 08:30:48 main:574] : INFO : Epoch 1929 | loss: 0.0311113 | val_loss: 0.0311418 | Time: 1597.91 ms
[2021-01-22 08:30:49 main:574] : INFO : Epoch 1930 | loss: 0.0311085 | val_loss: 0.031142 | Time: 1564.84 ms
[2021-01-22 08:30:51 main:574] : INFO : Epoch 1931 | loss: 0.0311114 | val_loss: 0.031145 | Time: 1572.86 ms
[2021-01-22 08:30:53 main:574] : INFO : Epoch 1932 | loss: 0.0311078 | val_loss: 0.0311479 | Time: 1548.96 ms
[2021-01-22 08:30:54 main:574] : INFO : Epoch 1933 | loss: 0.031106 | val_loss: 0.0311454 | Time: 1552.54 ms
[2021-01-22 08:30:56 main:574] : INFO : Epoch 1934 | loss: 0.0311057 | val_loss: 0.0311477 | Time: 1574.07 ms
[2021-01-22 08:30:57 main:574] : INFO : Epoch 1935 | loss: 0.031105 | val_loss: 0.0311436 | Time: 1628.93 ms
[2021-01-22 08:30:59 main:574] : INFO : Epoch 1936 | loss: 0.0311047 | val_loss: 0.0311462 | Time: 1621.44 ms
[2021-01-22 08:31:01 main:574] : INFO : Epoch 1937 | loss: 0.0311057 | val_loss: 0.0311468 | Time: 1607.16 ms
[2021-01-22 08:31:02 main:574] : INFO : Epoch 1938 | loss: 0.0311072 | val_loss: 0.031147 | Time: 1577.32 ms
[2021-01-22 08:31:04 main:574] : INFO : Epoch 1939 | loss: 0.0311048 | val_loss: 0.0311472 | Time: 1549.22 ms
[2021-01-22 08:31:05 main:574] : INFO : Epoch 1940 | loss: 0.031108 | val_loss: 0.0311446 | Time: 1547.46 ms
[2021-01-22 08:31:07 main:574] : INFO : Epoch 1941 | loss: 0.0311104 | val_loss: 0.0311444 | Time: 1621.86 ms
[2021-01-22 08:31:09 main:574] : INFO : Epoch 1942 | loss: 0.0311087 | val_loss: 0.031144 | Time: 1605.51 ms
[2021-01-22 08:31:10 main:574] : INFO : Epoch 1943 | loss: 0.0311067 | val_loss: 0.0311462 | Time: 1609.55 ms
[2021-01-22 08:31:12 main:574] : INFO : Epoch 1944 | loss: 0.0311056 | val_loss: 0.0311478 | Time: 1600.39 ms
[2021-01-22 08:31:13 main:574] : INFO : Epoch 1945 | loss: 0.0311084 | val_loss: 0.0311461 | Time: 1587.85 ms
[2021-01-22 08:31:15 main:574] : INFO : Epoch 1946 | loss: 0.0311079 | val_loss: 0.0311467 | Time: 1531.21 ms
[2021-01-22 08:31:17 main:574] : INFO : Epoch 1947 | loss: 0.0311089 | val_loss: 0.0311508 | Time: 1614.09 ms
[2021-01-22 08:31:18 main:574] : INFO : Epoch 1948 | loss: 0.0311089 | val_loss: 0.0311466 | Time: 1589.94 ms
[2021-01-22 08:31:20 main:574] : INFO : Epoch 1949 | loss: 0.0311106 | val_loss: 0.0311451 | Time: 1593.44 ms
[2021-01-22 08:31:21 main:574] : INFO : Epoch 1950 | loss: 0.0311067 | val_loss: 0.0311492 | Time: 1559.5 ms
[2021-01-22 08:31:23 main:574] : INFO : Epoch 1951 | loss: 0.0311072 | val_loss: 0.0311433 | Time: 1629.53 ms
[2021-01-22 08:31:25 main:574] : INFO : Epoch 1952 | loss: 0.0311076 | val_loss: 0.0311486 | Time: 1592.33 ms
[2021-01-22 08:31:26 main:574] : INFO : Epoch 1953 | loss: 0.0311117 | val_loss: 0.031147 | Time: 1574.12 ms
[2021-01-22 08:31:28 main:574] : INFO : Epoch 1954 | loss: 0.031112 | val_loss: 0.0311429 | Time: 1636.66 ms
[2021-01-22 08:31:29 main:574] : INFO : Epoch 1955 | loss: 0.0311163 | val_loss: 0.031147 | Time: 1606.23 ms
[2021-01-22 08:31:31 main:574] : INFO : Epoch 1956 | loss: 0.0311183 | val_loss: 0.0311518 | Time: 1633.93 ms
[2021-01-22 08:31:33 main:574] : INFO : Epoch 1957 | loss: 0.0311134 | val_loss: 0.0311475 | Time: 1606.48 ms
[2021-01-22 08:31:34 main:574] : INFO : Epoch 1958 | loss: 0.0311124 | val_loss: 0.031155 | Time: 1631.09 ms
[2021-01-22 08:31:36 main:574] : INFO : Epoch 1959 | loss: 0.0311139 | val_loss: 0.0311541 | Time: 1628.46 ms
[2021-01-22 08:31:38 main:574] : INFO : Epoch 1960 | loss: 0.0311176 | val_loss: 0.031147 | Time: 1587.89 ms
[2021-01-22 08:31:39 main:574] : INFO : Epoch 1961 | loss: 0.0311128 | val_loss: 0.0311534 | Time: 1614.57 ms
[2021-01-22 08:31:41 main:574] : INFO : Epoch 1962 | loss: 0.0311111 | val_loss: 0.0311505 | Time: 1600.74 ms
[2021-01-22 08:31:42 main:574] : INFO : Epoch 1963 | loss: 0.0311085 | val_loss: 0.03116 | Time: 1592.4 ms
[2021-01-22 08:31:44 main:574] : INFO : Epoch 1964 | loss: 0.0311095 | val_loss: 0.0311485 | Time: 1617.04 ms
[2021-01-22 08:31:46 main:574] : INFO : Epoch 1965 | loss: 0.0311106 | val_loss: 0.0311458 | Time: 1614.14 ms
[2021-01-22 08:31:47 main:574] : INFO : Epoch 1966 | loss: 0.0311123 | val_loss: 0.0311499 | Time: 1568.88 ms
[2021-01-22 08:31:49 main:574] : INFO : Epoch 1967 | loss: 0.0311113 | val_loss: 0.0311499 | Time: 1596.57 ms
[2021-01-22 08:31:50 main:574] : INFO : Epoch 1968 | loss: 0.0311093 | val_loss: 0.0311465 | Time: 1512.76 ms
[2021-01-22 08:31:52 main:574] : INFO : Epoch 1969 | loss: 0.0311133 | val_loss: 0.0311458 | Time: 1569.18 ms
[2021-01-22 08:31:54 main:574] : INFO : Epoch 1970 | loss: 0.0311097 | val_loss: 0.0311458 | Time: 1601.48 ms
[2021-01-22 08:31:55 main:574] : INFO : Epoch 1971 | loss: 0.0311082 | val_loss: 0.0311435 | Time: 1600.35 ms
[2021-01-22 08:31:57 main:574] : INFO : Epoch 1972 | loss: 0.0311084 | val_loss: 0.0311446 | Time: 1622.92 ms
[2021-01-22 08:31:58 main:574] : INFO : Epoch 1973 | loss: 0.0311113 | val_loss: 0.0311566 | Time: 1563.06 ms
[2021-01-22 08:32:00 main:574] : INFO : Epoch 1974 | loss: 0.0311103 | val_loss: 0.0311446 | Time: 1559.21 ms
[2021-01-22 08:32:02 main:574] : INFO : Epoch 1975 | loss: 0.0311058 | val_loss: 0.0311467 | Time: 1655.75 ms
[2021-01-22 08:32:03 main:574] : INFO : Epoch 1976 | loss: 0.0311107 | val_loss: 0.03115 | Time: 1627.38 ms
[2021-01-22 08:32:05 main:574] : INFO : Epoch 1977 | loss: 0.0311156 | val_loss: 0.0311501 | Time: 1574.94 ms
[2021-01-22 08:32:07 main:574] : INFO : Epoch 1978 | loss: 0.0311138 | val_loss: 0.031147 | Time: 1624.18 ms
[2021-01-22 08:32:08 main:574] : INFO : Epoch 1979 | loss: 0.0311102 | val_loss: 0.0311465 | Time: 1617.31 ms
[2021-01-22 08:32:10 main:574] : INFO : Epoch 1980 | loss: 0.031108 | val_loss: 0.0311444 | Time: 1597.08 ms
[2021-01-22 08:32:11 main:574] : INFO : Epoch 1981 | loss: 0.0311087 | val_loss: 0.0311477 | Time: 1617.25 ms
[2021-01-22 08:32:13 main:574] : INFO : Epoch 1982 | loss: 0.0311067 | val_loss: 0.0311442 | Time: 1627.7 ms
[2021-01-22 08:32:15 main:574] : INFO : Epoch 1983 | loss: 0.0311068 | val_loss: 0.0311488 | Time: 1610.2 ms
[2021-01-22 08:32:16 main:574] : INFO : Epoch 1984 | loss: 0.0311062 | val_loss: 0.0311491 | Time: 1609.26 ms
[2021-01-22 08:32:18 main:574] : INFO : Epoch 1985 | loss: 0.0311076 | val_loss: 0.0311462 | Time: 1585.17 ms
[2021-01-22 08:32:19 main:574] : INFO : Epoch 1986 | loss: 0.0311148 | val_loss: 0.0311444 | Time: 1578.07 ms
[2021-01-22 08:32:21 main:574] : INFO : Epoch 1987 | loss: 0.0311124 | val_loss: 0.0311419 | Time: 1561.62 ms
[2021-01-22 08:32:23 main:574] : INFO : Epoch 1988 | loss: 0.0311109 | val_loss: 0.031145 | Time: 1577.03 ms
[2021-01-22 08:32:24 main:574] : INFO : Epoch 1989 | loss: 0.0311082 | val_loss: 0.0311444 | Time: 1597.23 ms
[2021-01-22 08:32:26 main:574] : INFO : Epoch 1990 | loss: 0.0311078 | val_loss: 0.0311464 | Time: 1568.92 ms
[2021-01-22 08:32:27 main:574] : INFO : Epoch 1991 | loss: 0.0311107 | val_loss: 0.0311425 | Time: 1549.13 ms
[2021-01-22 08:32:29 main:574] : INFO : Epoch 1992 | loss: 0.0311103 | val_loss: 0.0311469 | Time: 1596.73 ms
[2021-01-22 08:32:31 main:574] : INFO : Epoch 1993 | loss: 0.0311121 | val_loss: 0.0311414 | Time: 1575.93 ms
[2021-01-22 08:32:32 main:574] : INFO : Epoch 1994 | loss: 0.0311112 | val_loss: 0.0311462 | Time: 1593.95 ms
[2021-01-22 08:32:34 main:574] : INFO : Epoch 1995 | loss: 0.0311043 | val_loss: 0.031145 | Time: 1574.7 ms
[2021-01-22 08:32:35 main:574] : INFO : Epoch 1996 | loss: 0.0311029 | val_loss: 0.0311441 | Time: 1583.12 ms
[2021-01-22 08:32:37 main:574] : INFO : Epoch 1997 | loss: 0.0311058 | val_loss: 0.0311421 | Time: 1560.81 ms
[2021-01-22 08:32:39 main:574] : INFO : Epoch 1998 | loss: 0.0311065 | val_loss: 0.0311433 | Time: 1600.65 ms
[2021-01-22 08:32:40 main:574] : INFO : Epoch 1999 | loss: 0.0311164 | val_loss: 0.0311414 | Time: 1591.59 ms
[2021-01-22 08:32:42 main:574] : INFO : Epoch 2000 | loss: 0.0311133 | val_loss: 0.0311423 | Time: 1582.45 ms
[2021-01-22 08:32:43 main:574] : INFO : Epoch 2001 | loss: 0.0311102 | val_loss: 0.0311433 | Time: 1540.71 ms
[2021-01-22 08:32:45 main:574] : INFO : Epoch 2002 | loss: 0.0311082 | val_loss: 0.0311448 | Time: 1556.79 ms
[2021-01-22 08:32:46 main:574] : INFO : Epoch 2003 | loss: 0.0311073 | val_loss: 0.0311496 | Time: 1552.94 ms
[2021-01-22 08:32:48 main:574] : INFO : Epoch 2004 | loss: 0.0311105 | val_loss: 0.031148 | Time: 1593.41 ms
[2021-01-22 08:32:50 main:574] : INFO : Epoch 2005 | loss: 0.0311094 | val_loss: 0.0311422 | Time: 1540.92 ms
[2021-01-22 08:32:51 main:574] : INFO : Epoch 2006 | loss: 0.0311089 | val_loss: 0.031146 | Time: 1528.98 ms
[2021-01-22 08:32:53 main:574] : INFO : Epoch 2007 | loss: 0.0311069 | val_loss: 0.0311418 | Time: 1567.63 ms
[2021-01-22 08:32:54 main:574] : INFO : Epoch 2008 | loss: 0.0311073 | val_loss: 0.0311422 | Time: 1558.07 ms
[2021-01-22 08:32:56 main:574] : INFO : Epoch 2009 | loss: 0.0311067 | val_loss: 0.0311405 | Time: 1572.05 ms
[2021-01-22 08:32:57 main:574] : INFO : Epoch 2010 | loss: 0.0311065 | val_loss: 0.0311444 | Time: 1617.65 ms
[2021-01-22 08:32:59 main:574] : INFO : Epoch 2011 | loss: 0.0311053 | val_loss: 0.0311442 | Time: 1565.64 ms
[2021-01-22 08:33:01 main:574] : INFO : Epoch 2012 | loss: 0.0311072 | val_loss: 0.0311438 | Time: 1564.13 ms
[2021-01-22 08:33:02 main:574] : INFO : Epoch 2013 | loss: 0.0311117 | val_loss: 0.0311452 | Time: 1541.61 ms
[2021-01-22 08:33:04 main:574] : INFO : Epoch 2014 | loss: 0.0311155 | val_loss: 0.0311462 | Time: 1581.7 ms
[2021-01-22 08:33:05 main:574] : INFO : Epoch 2015 | loss: 0.0311128 | val_loss: 0.0311446 | Time: 1601.93 ms
[2021-01-22 08:33:07 main:574] : INFO : Epoch 2016 | loss: 0.0311092 | val_loss: 0.0311453 | Time: 1573.76 ms
[2021-01-22 08:33:09 main:574] : INFO : Epoch 2017 | loss: 0.0311088 | val_loss: 0.0311455 | Time: 1591.43 ms
[2021-01-22 08:33:10 main:574] : INFO : Epoch 2018 | loss: 0.0311139 | val_loss: 0.0311433 | Time: 1654.47 ms
[2021-01-22 08:33:12 main:574] : INFO : Epoch 2019 | loss: 0.031108 | val_loss: 0.0311396 | Time: 1603.7 ms
[2021-01-22 08:33:13 main:574] : INFO : Epoch 2020 | loss: 0.0311065 | val_loss: 0.0311503 | Time: 1597.1 ms
[2021-01-22 08:33:15 main:574] : INFO : Epoch 2021 | loss: 0.0311074 | val_loss: 0.0311391 | Time: 1565.25 ms
[2021-01-22 08:33:17 main:574] : INFO : Epoch 2022 | loss: 0.0311088 | val_loss: 0.0311383 | Time: 1586.61 ms
[2021-01-22 08:33:18 main:574] : INFO : Epoch 2023 | loss: 0.0311084 | val_loss: 0.0311446 | Time: 1580.73 ms
[2021-01-22 08:33:20 main:574] : INFO : Epoch 2024 | loss: 0.0311078 | val_loss: 0.0311446 | Time: 1540.35 ms
[2021-01-22 08:33:21 main:574] : INFO : Epoch 2025 | loss: 0.0311076 | val_loss: 0.0311491 | Time: 1611.84 ms
[2021-01-22 08:33:23 main:574] : INFO : Epoch 2026 | loss: 0.0311148 | val_loss: 0.0311473 | Time: 1583.98 ms
[2021-01-22 08:33:25 main:574] : INFO : Epoch 2027 | loss: 0.0311123 | val_loss: 0.0311489 | Time: 1600.54 ms
[2021-01-22 08:33:26 main:574] : INFO : Epoch 2028 | loss: 0.0311094 | val_loss: 0.0311456 | Time: 1609.3 ms
[2021-01-22 08:33:28 main:574] : INFO : Epoch 2029 | loss: 0.0311087 | val_loss: 0.0311508 | Time: 1588.23 ms
[2021-01-22 08:33:29 main:574] : INFO : Epoch 2030 | loss: 0.0311265 | val_loss: 0.0311512 | Time: 1573.38 ms
[2021-01-22 08:33:31 main:574] : INFO : Epoch 2031 | loss: 0.0311267 | val_loss: 0.0311496 | Time: 1581.26 ms
[2021-01-22 08:33:33 main:574] : INFO : Epoch 2032 | loss: 0.0311222 | val_loss: 0.0311489 | Time: 1623.03 ms
[2021-01-22 08:33:34 main:574] : INFO : Epoch 2033 | loss: 0.0311195 | val_loss: 0.031147 | Time: 1596.74 ms
[2021-01-22 08:33:36 main:574] : INFO : Epoch 2034 | loss: 0.0311226 | val_loss: 0.0311502 | Time: 1573.54 ms
[2021-01-22 08:33:37 main:574] : INFO : Epoch 2035 | loss: 0.0311228 | val_loss: 0.0311497 | Time: 1545.95 ms
[2021-01-22 08:33:39 main:574] : INFO : Epoch 2036 | loss: 0.0311175 | val_loss: 0.0311479 | Time: 1568.68 ms
[2021-01-22 08:33:41 main:574] : INFO : Epoch 2037 | loss: 0.0311139 | val_loss: 0.0311467 | Time: 1594.23 ms
[2021-01-22 08:33:42 main:574] : INFO : Epoch 2038 | loss: 0.0311127 | val_loss: 0.0311515 | Time: 1572.03 ms
[2021-01-22 08:33:44 main:574] : INFO : Epoch 2039 | loss: 0.0311159 | val_loss: 0.0311543 | Time: 1566.55 ms
[2021-01-22 08:33:45 main:574] : INFO : Epoch 2040 | loss: 0.031115 | val_loss: 0.0311531 | Time: 1596.06 ms
[2021-01-22 08:33:47 main:574] : INFO : Epoch 2041 | loss: 0.0311144 | val_loss: 0.0311437 | Time: 1558.85 ms
[2021-01-22 08:33:49 main:574] : INFO : Epoch 2042 | loss: 0.0311154 | val_loss: 0.0311504 | Time: 1564.61 ms
[2021-01-22 08:33:50 main:574] : INFO : Epoch 2043 | loss: 0.0311161 | val_loss: 0.0311475 | Time: 1555.31 ms
[2021-01-22 08:33:52 main:574] : INFO : Epoch 2044 | loss: 0.0311166 | val_loss: 0.0311466 | Time: 1525.8 ms
[2021-01-22 08:33:53 main:574] : INFO : Epoch 2045 | loss: 0.0311123 | val_loss: 0.031152 | Time: 1569.91 ms
[2021-01-22 08:33:55 main:574] : INFO : Epoch 2046 | loss: 0.0311174 | val_loss: 0.0311438 | Time: 1574.5 ms
[2021-01-22 08:33:56 main:574] : INFO : Epoch 2047 | loss: 0.0311195 | val_loss: 0.0311548 | Time: 1568.52 ms
[2021-01-22 08:33:58 main:574] : INFO : Epoch 2048 | loss: 0.0311196 | val_loss: 0.0311493 | Time: 1568.59 ms
[2021-01-22 08:33:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311493
[2021-01-22 08:33:58 main:603] : INFO : Saving end state to config to file
[2021-01-22 08:33:58 main:608] : INFO : Success, exiting..
08:33:58 (16912): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)