Task 7734726
| Name | ParityModified-1630358137-12824-3_1 |
| Workunit | 5147882 |
| Created | 30 Sep 2021, 23:25:54 UTC |
| Sent | 1 Oct 2021, 4:42:57 UTC |
| Report deadline | 8 Oct 2021, 4:42:57 UTC |
| Received | 1 Oct 2021, 19:32:41 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 55 min 36 sec |
| CPU time | 55 min |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0311223 | val_loss: 0.0311587 | Time: 1612.16 ms
[2021-10-01 15:14:04 main:574] : INFO : Epoch 1543 | loss: 0.0311234 | val_loss: 0.0311575 | Time: 1605.49 ms
[2021-10-01 15:14:05 main:574] : INFO : Epoch 1544 | loss: 0.0311222 | val_loss: 0.0311612 | Time: 1641.16 ms
[2021-10-01 15:14:07 main:574] : INFO : Epoch 1545 | loss: 0.0311222 | val_loss: 0.0311614 | Time: 1615.86 ms
[2021-10-01 15:14:08 main:574] : INFO : Epoch 1546 | loss: 0.0311221 | val_loss: 0.0311634 | Time: 1608.3 ms
[2021-10-01 15:14:10 main:574] : INFO : Epoch 1547 | loss: 0.0311237 | val_loss: 0.0311654 | Time: 1589.58 ms
[2021-10-01 15:14:12 main:574] : INFO : Epoch 1548 | loss: 0.0311216 | val_loss: 0.0311613 | Time: 1605.7 ms
[2021-10-01 15:14:13 main:574] : INFO : Epoch 1549 | loss: 0.0311237 | val_loss: 0.0311578 | Time: 1630.15 ms
[2021-10-01 15:14:15 main:574] : INFO : Epoch 1550 | loss: 0.0311232 | val_loss: 0.0311585 | Time: 1598.33 ms
[2021-10-01 15:14:17 main:574] : INFO : Epoch 1551 | loss: 0.031124 | val_loss: 0.0311631 | Time: 1641.11 ms
[2021-10-01 15:14:18 main:574] : INFO : Epoch 1552 | loss: 0.0311236 | val_loss: 0.0311632 | Time: 1623.03 ms
[2021-10-01 15:14:20 main:574] : INFO : Epoch 1553 | loss: 0.0311246 | val_loss: 0.0311621 | Time: 1628.73 ms
[2021-10-01 15:14:21 main:574] : INFO : Epoch 1554 | loss: 0.0311263 | val_loss: 0.0311593 | Time: 1629.84 ms
[2021-10-01 15:14:23 main:574] : INFO : Epoch 1555 | loss: 0.0311294 | val_loss: 0.031168 | Time: 1647.09 ms
[2021-10-01 15:14:25 main:574] : INFO : Epoch 1556 | loss: 0.0311248 | val_loss: 0.031158 | Time: 1598.08 ms
[2021-10-01 15:14:26 main:574] : INFO : Epoch 1557 | loss: 0.0311234 | val_loss: 0.0311591 | Time: 1643.13 ms
[2021-10-01 15:14:28 main:574] : INFO : Epoch 1558 | loss: 0.0311222 | val_loss: 0.0311589 | Time: 1624.14 ms
[2021-10-01 15:14:30 main:574] : INFO : Epoch 1559 | loss: 0.0311209 | val_loss: 0.0311586 | Time: 1585.03 ms
[2021-10-01 15:14:31 main:574] : INFO : Epoch 1560 | loss: 0.0311204 | val_loss: 0.0311579 | Time: 1609.31 ms
[2021-10-01 15:14:33 main:574] : INFO : Epoch 1561 | loss: 0.0311201 | val_loss: 0.0311614 | Time: 1612.02 ms
[2021-10-01 15:14:34 main:574] : INFO : Epoch 1562 | loss: 0.0311221 | val_loss: 0.0311616 | Time: 1646.37 ms
[2021-10-01 15:14:36 main:574] : INFO : Epoch 1563 | loss: 0.0311247 | val_loss: 0.0311594 | Time: 1613.83 ms
[2021-10-01 15:14:38 main:574] : INFO : Epoch 1564 | loss: 0.0311255 | val_loss: 0.0311567 | Time: 1581.22 ms
[2021-10-01 15:14:39 main:574] : INFO : Epoch 1565 | loss: 0.0311234 | val_loss: 0.0311613 | Time: 1622.95 ms
[2021-10-01 15:14:41 main:574] : INFO : Epoch 1566 | loss: 0.0311237 | val_loss: 0.0311572 | Time: 1600.37 ms
[2021-10-01 15:14:42 main:574] : INFO : Epoch 1567 | loss: 0.0311227 | val_loss: 0.0311576 | Time: 1600.45 ms
[2021-10-01 15:14:44 main:574] : INFO : Epoch 1568 | loss: 0.0311218 | val_loss: 0.0311579 | Time: 1601.26 ms
[2021-10-01 15:14:46 main:574] : INFO : Epoch 1569 | loss: 0.0311222 | val_loss: 0.0311578 | Time: 1618.48 ms
[2021-10-01 15:14:47 main:574] : INFO : Epoch 1570 | loss: 0.0311207 | val_loss: 0.0311647 | Time: 1632.64 ms
[2021-10-01 15:14:49 main:574] : INFO : Epoch 1571 | loss: 0.0311217 | val_loss: 0.0311611 | Time: 1632.29 ms
[2021-10-01 15:14:51 main:574] : INFO : Epoch 1572 | loss: 0.031122 | val_loss: 0.0311663 | Time: 1590.33 ms
[2021-10-01 15:14:52 main:574] : INFO : Epoch 1573 | loss: 0.0311205 | val_loss: 0.0311589 | Time: 1603.97 ms
[2021-10-01 15:14:54 main:574] : INFO : Epoch 1574 | loss: 0.0311215 | val_loss: 0.0311626 | Time: 1627.07 ms
[2021-10-01 15:14:55 main:574] : INFO : Epoch 1575 | loss: 0.0311286 | val_loss: 0.0311622 | Time: 1617.26 ms
[2021-10-01 15:14:57 main:574] : INFO : Epoch 1576 | loss: 0.0311286 | val_loss: 0.0311621 | Time: 1604.01 ms
[2021-10-01 15:14:59 main:574] : INFO : Epoch 1577 | loss: 0.0311295 | val_loss: 0.0311659 | Time: 1659.4 ms
[2021-10-01 15:15:00 main:574] : INFO : Epoch 1578 | loss: 0.0311251 | val_loss: 0.0311678 | Time: 1606.2 ms
[2021-10-01 15:15:02 main:574] : INFO : Epoch 1579 | loss: 0.0311246 | val_loss: 0.0311588 | Time: 1615.94 ms
[2021-10-01 15:15:04 main:574] : INFO : Epoch 1580 | loss: 0.031124 | val_loss: 0.0311645 | Time: 1600.37 ms
[2021-10-01 15:15:05 main:574] : INFO : Epoch 1581 | loss: 0.0311238 | val_loss: 0.0311596 | Time: 1602.46 ms
[2021-10-01 15:15:07 main:574] : INFO : Epoch 1582 | loss: 0.0311217 | val_loss: 0.0311578 | Time: 1606.86 ms
[2021-10-01 15:15:08 main:574] : INFO : Epoch 1583 | loss: 0.0311239 | val_loss: 0.0311576 | Time: 1625.44 ms
[2021-10-01 15:15:10 main:574] : INFO : Epoch 1584 | loss: 0.0311235 | val_loss: 0.0311605 | Time: 1622.9 ms
[2021-10-01 15:15:12 main:574] : INFO : Epoch 1585 | loss: 0.0311256 | val_loss: 0.031162 | Time: 1599.57 ms
[2021-10-01 15:15:13 main:574] : INFO : Epoch 1586 | loss: 0.0311255 | val_loss: 0.0311569 | Time: 1606.41 ms
[2021-10-01 15:15:15 main:574] : INFO : Epoch 1587 | loss: 0.0311238 | val_loss: 0.031163 | Time: 1595.14 ms
[2021-10-01 15:15:17 main:574] : INFO : Epoch 1588 | loss: 0.0311299 | val_loss: 0.0311589 | Time: 1606.45 ms
[2021-10-01 15:15:18 main:574] : INFO : Epoch 1589 | loss: 0.0311257 | val_loss: 0.031164 | Time: 1611.69 ms
[2021-10-01 15:15:20 main:574] : INFO : Epoch 1590 | loss: 0.0311231 | val_loss: 0.0311587 | Time: 1574.49 ms
[2021-10-01 15:15:21 main:574] : INFO : Epoch 1591 | loss: 0.0311188 | val_loss: 0.0311577 | Time: 1626.39 ms
[2021-10-01 15:15:23 main:574] : INFO : Epoch 1592 | loss: 0.0311194 | val_loss: 0.0311561 | Time: 1607.24 ms
[2021-10-01 15:15:25 main:574] : INFO : Epoch 1593 | loss: 0.0311167 | val_loss: 0.0311601 | Time: 1598.91 ms
[2021-10-01 15:15:26 main:574] : INFO : Epoch 1594 | loss: 0.0311188 | val_loss: 0.0311567 | Time: 1640.33 ms
[2021-10-01 15:15:28 main:574] : INFO : Epoch 1595 | loss: 0.0311206 | val_loss: 0.0311568 | Time: 1608.19 ms
[2021-10-01 15:15:29 main:574] : INFO : Epoch 1596 | loss: 0.0311194 | val_loss: 0.0311589 | Time: 1590.19 ms
[2021-10-01 15:15:31 main:574] : INFO : Epoch 1597 | loss: 0.0311187 | val_loss: 0.0311616 | Time: 1625.33 ms
[2021-10-01 15:15:33 main:574] : INFO : Epoch 1598 | loss: 0.0311205 | val_loss: 0.0311599 | Time: 1632.34 ms
[2021-10-01 15:15:34 main:574] : INFO : Epoch 1599 | loss: 0.0311214 | val_loss: 0.0311634 | Time: 1666.51 ms
[2021-10-01 15:15:36 main:574] : INFO : Epoch 1600 | loss: 0.0311236 | val_loss: 0.03116 | Time: 1611.25 ms
[2021-10-01 15:15:38 main:574] : INFO : Epoch 1601 | loss: 0.0311225 | val_loss: 0.0311569 | Time: 1609.35 ms
[2021-10-01 15:15:39 main:574] : INFO : Epoch 1602 | loss: 0.0311205 | val_loss: 0.0311553 | Time: 1619.51 ms
[2021-10-01 15:15:41 main:574] : INFO : Epoch 1603 | loss: 0.0311204 | val_loss: 0.0311527 | Time: 1600.71 ms
[2021-10-01 15:15:42 main:574] : INFO : Epoch 1604 | loss: 0.0311214 | val_loss: 0.0311528 | Time: 1601.7 ms
[2021-10-01 15:15:44 main:574] : INFO : Epoch 1605 | loss: 0.0311268 | val_loss: 0.0311561 | Time: 1643.61 ms
[2021-10-01 15:15:46 main:574] : INFO : Epoch 1606 | loss: 0.0311237 | val_loss: 0.0311531 | Time: 1607.89 ms
[2021-10-01 15:15:47 main:574] : INFO : Epoch 1607 | loss: 0.0311244 | val_loss: 0.0311493 | Time: 1627.97 ms
[2021-10-01 15:15:49 main:574] : INFO : Epoch 1608 | loss: 0.0311216 | val_loss: 0.0311509 | Time: 1620.47 ms
[2021-10-01 15:15:51 main:574] : INFO : Epoch 1609 | loss: 0.0311216 | val_loss: 0.0311534 | Time: 1617.55 ms
[2021-10-01 15:15:52 main:574] : INFO : Epoch 1610 | loss: 0.0311212 | val_loss: 0.0311547 | Time: 1591.78 ms
[2021-10-01 15:15:54 main:574] : INFO : Epoch 1611 | loss: 0.0311208 | val_loss: 0.0311474 | Time: 1615.91 ms
[2021-10-01 15:15:55 main:574] : INFO : Epoch 1612 | loss: 0.0311178 | val_loss: 0.0311502 | Time: 1637.86 ms
[2021-10-01 15:15:57 main:574] : INFO : Epoch 1613 | loss: 0.0311185 | val_loss: 0.0311507 | Time: 1616.78 ms
[2021-10-01 15:15:59 main:574] : INFO : Epoch 1614 | loss: 0.0311198 | val_loss: 0.0311529 | Time: 1630.11 ms
[2021-10-01 15:16:00 main:574] : INFO : Epoch 1615 | loss: 0.0311169 | val_loss: 0.0311574 | Time: 1640.85 ms
[2021-10-01 15:16:02 main:574] : INFO : Epoch 1616 | loss: 0.0311153 | val_loss: 0.031156 | Time: 1604.83 ms
[2021-10-01 15:16:04 main:574] : INFO : Epoch 1617 | loss: 0.0311157 | val_loss: 0.03115 | Time: 1606.71 ms
[2021-10-01 15:16:05 main:574] : INFO : Epoch 1618 | loss: 0.0311154 | val_loss: 0.0311497 | Time: 1634.94 ms
[2021-10-01 15:16:07 main:574] : INFO : Epoch 1619 | loss: 0.0311141 | val_loss: 0.0311488 | Time: 1634.59 ms
[2021-10-01 15:16:08 main:574] : INFO : Epoch 1620 | loss: 0.0311138 | val_loss: 0.0311472 | Time: 1606.51 ms
[2021-10-01 15:16:10 main:574] : INFO : Epoch 1621 | loss: 0.0311144 | val_loss: 0.0311479 | Time: 1620.8 ms
[2021-10-01 15:16:12 main:574] : INFO : Epoch 1622 | loss: 0.0311143 | val_loss: 0.0311544 | Time: 1632.39 ms
[2021-10-01 15:16:13 main:574] : INFO : Epoch 1623 | loss: 0.031112 | val_loss: 0.0311519 | Time: 1618.68 ms
[2021-10-01 15:16:15 main:574] : INFO : Epoch 1624 | loss: 0.0311103 | val_loss: 0.0311509 | Time: 1611.67 ms
[2021-10-01 15:16:17 main:574] : INFO : Epoch 1625 | loss: 0.0311114 | val_loss: 0.0311519 | Time: 1576.75 ms
[2021-10-01 15:16:18 main:574] : INFO : Epoch 1626 | loss: 0.0311134 | val_loss: 0.0311491 | Time: 1616.11 ms
[2021-10-01 15:16:20 main:574] : INFO : Epoch 1627 | loss: 0.031114 | val_loss: 0.0311552 | Time: 1606.49 ms
[2021-10-01 15:16:21 main:574] : INFO : Epoch 1628 | loss: 0.0311142 | val_loss: 0.031154 | Time: 1628.13 ms
[2021-10-01 15:16:23 main:574] : INFO : Epoch 1629 | loss: 0.0311175 | val_loss: 0.0311511 | Time: 1626.4 ms
[2021-10-01 15:16:25 main:574] : INFO : Epoch 1630 | loss: 0.0311139 | val_loss: 0.0311496 | Time: 1613.63 ms
[2021-10-01 15:16:26 main:574] : INFO : Epoch 1631 | loss: 0.031113 | val_loss: 0.03115 | Time: 1631.79 ms
[2021-10-01 15:16:28 main:574] : INFO : Epoch 1632 | loss: 0.0311145 | val_loss: 0.0311502 | Time: 1610.83 ms
[2021-10-01 15:16:30 main:574] : INFO : Epoch 1633 | loss: 0.0311164 | val_loss: 0.0311508 | Time: 1641.37 ms
[2021-10-01 15:16:31 main:574] : INFO : Epoch 1634 | loss: 0.031119 | val_loss: 0.031157 | Time: 1618.31 ms
[2021-10-01 15:16:33 main:574] : INFO : Epoch 1635 | loss: 0.0311127 | val_loss: 0.0311514 | Time: 1601.73 ms
[2021-10-01 15:16:34 main:574] : INFO : Epoch 1636 | loss: 0.0311121 | val_loss: 0.0311507 | Time: 1624.59 ms
[2021-10-01 15:16:36 main:574] : INFO : Epoch 1637 | loss: 0.0311147 | val_loss: 0.0311599 | Time: 1602.27 ms
[2021-10-01 15:16:38 main:574] : INFO : Epoch 1638 | loss: 0.031112 | val_loss: 0.0311527 | Time: 1551.97 ms
[2021-10-01 15:16:39 main:574] : INFO : Epoch 1639 | loss: 0.0311134 | val_loss: 0.0311504 | Time: 1617.29 ms
[2021-10-01 15:16:41 main:574] : INFO : Epoch 1640 | loss: 0.0311126 | val_loss: 0.0311553 | Time: 1639.88 ms
[2021-10-01 15:16:43 main:574] : INFO : Epoch 1641 | loss: 0.0311107 | val_loss: 0.0311514 | Time: 1623.67 ms
[2021-10-01 15:16:44 main:574] : INFO : Epoch 1642 | loss: 0.0311103 | val_loss: 0.0311541 | Time: 1613.41 ms
[2021-10-01 15:16:46 main:574] : INFO : Epoch 1643 | loss: 0.0311108 | val_loss: 0.0311569 | Time: 1606.65 ms
[2021-10-01 15:16:47 main:574] : INFO : Epoch 1644 | loss: 0.031113 | val_loss: 0.0311501 | Time: 1590.99 ms
[2021-10-01 15:16:49 main:574] : INFO : Epoch 1645 | loss: 0.0311121 | val_loss: 0.0311505 | Time: 1614.5 ms
[2021-10-01 15:16:51 main:574] : INFO : Epoch 1646 | loss: 0.0311113 | val_loss: 0.0311564 | Time: 1599.33 ms
[2021-10-01 15:16:52 main:574] : INFO : Epoch 1647 | loss: 0.0311141 | val_loss: 0.0311511 | Time: 1619.42 ms
[2021-10-01 15:16:54 main:574] : INFO : Epoch 1648 | loss: 0.0311127 | val_loss: 0.0311519 | Time: 1621.41 ms
[2021-10-01 15:16:55 main:574] : INFO : Epoch 1649 | loss: 0.0311175 | val_loss: 0.0311502 | Time: 1613.53 ms
[2021-10-01 15:16:57 main:574] : INFO : Epoch 1650 | loss: 0.0311156 | val_loss: 0.0311529 | Time: 1618.91 ms
[2021-10-01 15:16:59 main:574] : INFO : Epoch 1651 | loss: 0.0311155 | val_loss: 0.0311487 | Time: 1626.24 ms
[2021-10-01 15:17:00 main:574] : INFO : Epoch 1652 | loss: 0.0311131 | val_loss: 0.0311509 | Time: 1637.71 ms
[2021-10-01 15:17:02 main:574] : INFO : Epoch 1653 | loss: 0.0311121 | val_loss: 0.0311486 | Time: 1620.35 ms
[2021-10-01 15:17:04 main:574] : INFO : Epoch 1654 | loss: 0.0311115 | val_loss: 0.03115 | Time: 1626.66 ms
[2021-10-01 15:17:05 main:574] : INFO : Epoch 1655 | loss: 0.0311125 | val_loss: 0.0311512 | Time: 1624.82 ms
[2021-10-01 15:17:07 main:574] : INFO : Epoch 1656 | loss: 0.0311107 | val_loss: 0.03115 | Time: 1634.98 ms
[2021-10-01 15:17:09 main:574] : INFO : Epoch 1657 | loss: 0.0311115 | val_loss: 0.0311513 | Time: 1629.3 ms
[2021-10-01 15:17:10 main:574] : INFO : Epoch 1658 | loss: 0.0311117 | val_loss: 0.031153 | Time: 1645.88 ms
[2021-10-01 15:17:12 main:574] : INFO : Epoch 1659 | loss: 0.0311102 | val_loss: 0.03115 | Time: 1578.88 ms
[2021-10-01 15:17:13 main:574] : INFO : Epoch 1660 | loss: 0.0311104 | val_loss: 0.0311503 | Time: 1628.21 ms
[2021-10-01 15:17:15 main:574] : INFO : Epoch 1661 | loss: 0.0311094 | val_loss: 0.0311503 | Time: 1626.96 ms
[2021-10-01 15:17:17 main:574] : INFO : Epoch 1662 | loss: 0.0311118 | val_loss: 0.0311564 | Time: 1601.53 ms
[2021-10-01 15:17:18 main:574] : INFO : Epoch 1663 | loss: 0.0311102 | val_loss: 0.0311516 | Time: 1605.58 ms
[2021-10-01 15:17:20 main:574] : INFO : Epoch 1664 | loss: 0.0311072 | val_loss: 0.0311493 | Time: 1635.11 ms
[2021-10-01 15:17:22 main:574] : INFO : Epoch 1665 | loss: 0.0311153 | val_loss: 0.0311544 | Time: 1632.35 ms
[2021-10-01 15:17:23 main:574] : INFO : Epoch 1666 | loss: 0.0311178 | val_loss: 0.0311534 | Time: 1654.21 ms
[2021-10-01 15:17:25 main:574] : INFO : Epoch 1667 | loss: 0.0311172 | val_loss: 0.0311515 | Time: 1662.48 ms
[2021-10-01 15:17:27 main:574] : INFO : Epoch 1668 | loss: 0.0311185 | val_loss: 0.0311614 | Time: 1642.93 ms
[2021-10-01 15:17:28 main:574] : INFO : Epoch 1669 | loss: 0.0311152 | val_loss: 0.0311485 | Time: 1628.18 ms
[2021-10-01 15:17:30 main:574] : INFO : Epoch 1670 | loss: 0.0311141 | val_loss: 0.0311529 | Time: 1664.48 ms
[2021-10-01 15:17:31 main:574] : INFO : Epoch 1671 | loss: 0.0311144 | val_loss: 0.031151 | Time: 1638.36 ms
[2021-10-01 15:17:33 main:574] : INFO : Epoch 1672 | loss: 0.0311172 | val_loss: 0.0311523 | Time: 1646.72 ms
[2021-10-01 15:17:35 main:574] : INFO : Epoch 1673 | loss: 0.0311152 | val_loss: 0.0311505 | Time: 1671.68 ms
[2021-10-01 15:17:36 main:574] : INFO : Epoch 1674 | loss: 0.0311144 | val_loss: 0.031152 | Time: 1649.39 ms
[2021-10-01 15:17:38 main:574] : INFO : Epoch 1675 | loss: 0.0311135 | val_loss: 0.031149 | Time: 1621.87 ms
[2021-10-01 15:17:40 main:574] : INFO : Epoch 1676 | loss: 0.0311144 | val_loss: 0.0311509 | Time: 1642 ms
[2021-10-01 15:17:41 main:574] : INFO : Epoch 1677 | loss: 0.0311162 | val_loss: 0.0311548 | Time: 1624.86 ms
[2021-10-01 15:17:43 main:574] : INFO : Epoch 1678 | loss: 0.0311219 | val_loss: 0.0311647 | Time: 1632.44 ms
[2021-10-01 15:17:45 main:574] : INFO : Epoch 1679 | loss: 0.0311215 | val_loss: 0.0311648 | Time: 1670.46 ms
[2021-10-01 15:17:46 main:574] : INFO : Epoch 1680 | loss: 0.031121 | val_loss: 0.0311565 | Time: 1618.02 ms
[2021-10-01 15:17:48 main:574] : INFO : Epoch 1681 | loss: 0.0311197 | val_loss: 0.0311525 | Time: 1649.14 ms
[2021-10-01 15:17:50 main:574] : INFO : Epoch 1682 | loss: 0.0311218 | val_loss: 0.0311494 | Time: 1607.83 ms
[2021-10-01 15:17:51 main:574] : INFO : Epoch 1683 | loss: 0.0311198 | val_loss: 0.0311507 | Time: 1617.36 ms
[2021-10-01 15:17:53 main:574] : INFO : Epoch 1684 | loss: 0.0311173 | val_loss: 0.031147 | Time: 1621.23 ms
[2021-10-01 15:17:54 main:574] : INFO : Epoch 1685 | loss: 0.0311139 | val_loss: 0.0311486 | Time: 1633.6 ms
[2021-10-01 15:17:56 main:574] : INFO : Epoch 1686 | loss: 0.0311157 | val_loss: 0.0311485 | Time: 1620.63 ms
[2021-10-01 15:17:58 main:574] : INFO : Epoch 1687 | loss: 0.0311141 | val_loss: 0.0311471 | Time: 1637.05 ms
[2021-10-01 15:17:59 main:574] : INFO : Epoch 1688 | loss: 0.031114 | val_loss: 0.0311474 | Time: 1611.96 ms
[2021-10-01 15:18:01 main:574] : INFO : Epoch 1689 | loss: 0.031114 | val_loss: 0.0311511 | Time: 1604.92 ms
[2021-10-01 15:18:03 main:574] : INFO : Epoch 1690 | loss: 0.0311135 | val_loss: 0.031162 | Time: 1601.53 ms
[2021-10-01 15:18:04 main:574] : INFO : Epoch 1691 | loss: 0.03112 | val_loss: 0.0311523 | Time: 1629.35 ms
[2021-10-01 15:18:06 main:574] : INFO : Epoch 1692 | loss: 0.0311188 | val_loss: 0.0311496 | Time: 1615.75 ms
[2021-10-01 15:18:08 main:574] : INFO : Epoch 1693 | loss: 0.0311162 | val_loss: 0.0311479 | Time: 1649.8 ms
[2021-10-01 15:18:09 main:574] : INFO : Epoch 1694 | loss: 0.0311141 | val_loss: 0.0311478 | Time: 1620.84 ms
[2021-10-01 15:18:11 main:574] : INFO : Epoch 1695 | loss: 0.0311121 | val_loss: 0.0311462 | Time: 1596.86 ms
[2021-10-01 15:18:12 main:574] : INFO : Epoch 1696 | loss: 0.0311101 | val_loss: 0.031153 | Time: 1615.3 ms
[2021-10-01 15:18:14 main:574] : INFO : Epoch 1697 | loss: 0.0311112 | val_loss: 0.031152 | Time: 1622.61 ms
[2021-10-01 15:18:16 main:574] : INFO : Epoch 1698 | loss: 0.0311139 | val_loss: 0.0311666 | Time: 1599.01 ms
[2021-10-01 15:18:17 main:574] : INFO : Epoch 1699 | loss: 0.0311144 | val_loss: 0.031154 | Time: 1625.56 ms
[2021-10-01 15:18:19 main:574] : INFO : Epoch 1700 | loss: 0.0311114 | val_loss: 0.0311466 | Time: 1613.03 ms
[2021-10-01 15:18:20 main:574] : INFO : Epoch 1701 | loss: 0.0311134 | val_loss: 0.0311475 | Time: 1596.65 ms
[2021-10-01 15:18:22 main:574] : INFO : Epoch 1702 | loss: 0.0311117 | val_loss: 0.0311477 | Time: 1629.36 ms
[2021-10-01 15:18:24 main:574] : INFO : Epoch 1703 | loss: 0.0311105 | val_loss: 0.0311459 | Time: 1630.85 ms
[2021-10-01 15:18:25 main:574] : INFO : Epoch 1704 | loss: 0.0311093 | val_loss: 0.0311502 | Time: 1610.21 ms
[2021-10-01 15:18:27 main:574] : INFO : Epoch 1705 | loss: 0.0311087 | val_loss: 0.0311477 | Time: 1609.63 ms
[2021-10-01 15:18:29 main:574] : INFO : Epoch 1706 | loss: 0.0311084 | val_loss: 0.0311485 | Time: 1618.55 ms
[2021-10-01 15:18:30 main:574] : INFO : Epoch 1707 | loss: 0.0311087 | val_loss: 0.031146 | Time: 1653.21 ms
[2021-10-01 15:18:32 main:574] : INFO : Epoch 1708 | loss: 0.0311114 | val_loss: 0.0311475 | Time: 1603.6 ms
[2021-10-01 15:18:33 main:574] : INFO : Epoch 1709 | loss: 0.0311106 | val_loss: 0.0311462 | Time: 1590.21 ms
[2021-10-01 15:18:35 main:574] : INFO : Epoch 1710 | loss: 0.0311117 | val_loss: 0.031153 | Time: 1639.16 ms
[2021-10-01 15:18:37 main:574] : INFO : Epoch 1711 | loss: 0.0311109 | val_loss: 0.0311503 | Time: 1605.35 ms
[2021-10-01 15:18:38 main:574] : INFO : Epoch 1712 | loss: 0.031111 | val_loss: 0.0311559 | Time: 1621.41 ms
[2021-10-01 15:18:40 main:574] : INFO : Epoch 1713 | loss: 0.0311127 | val_loss: 0.0311502 | Time: 1615.61 ms
[2021-10-01 15:18:42 main:574] : INFO : Epoch 1714 | loss: 0.0311088 | val_loss: 0.0311484 | Time: 1610.32 ms
[2021-10-01 15:18:43 main:574] : INFO : Epoch 1715 | loss: 0.0311073 | val_loss: 0.0311509 | Time: 1580.12 ms
[2021-10-01 15:18:45 main:574] : INFO : Epoch 1716 | loss: 0.0311082 | val_loss: 0.0311518 | Time: 1617.41 ms
[2021-10-01 15:18:46 main:574] : INFO : Epoch 1717 | loss: 0.0311085 | val_loss: 0.0311494 | Time: 1613.33 ms
[2021-10-01 15:18:48 main:574] : INFO : Epoch 1718 | loss: 0.03111 | val_loss: 0.0311489 | Time: 1631.43 ms
[2021-10-01 15:18:50 main:574] : INFO : Epoch 1719 | loss: 0.0311061 | val_loss: 0.0311489 | Time: 1644.51 ms
[2021-10-01 15:18:51 main:574] : INFO : Epoch 1720 | loss: 0.031107 | val_loss: 0.0311524 | Time: 1555.55 ms
[2021-10-01 15:18:53 main:574] : INFO : Epoch 1721 | loss: 0.0311053 | val_loss: 0.0311466 | Time: 1604.09 ms
[2021-10-01 15:18:54 main:574] : INFO : Epoch 1722 | loss: 0.0311045 | val_loss: 0.0311482 | Time: 1609.63 ms
[2021-10-01 15:18:56 main:574] : INFO : Epoch 1723 | loss: 0.0311036 | val_loss: 0.0311475 | Time: 1632.37 ms
[2021-10-01 15:18:58 main:574] : INFO : Epoch 1724 | loss: 0.0311056 | val_loss: 0.0311483 | Time: 1624.16 ms
[2021-10-01 15:18:59 main:574] : INFO : Epoch 1725 | loss: 0.0311056 | val_loss: 0.0311478 | Time: 1619.74 ms
[2021-10-01 15:19:01 main:574] : INFO : Epoch 1726 | loss: 0.0311058 | val_loss: 0.0311614 | Time: 1600.64 ms
[2021-10-01 15:19:03 main:574] : INFO : Epoch 1727 | loss: 0.0311073 | val_loss: 0.0311565 | Time: 1604.75 ms
[2021-10-01 15:19:04 main:574] : INFO : Epoch 1728 | loss: 0.0311082 | val_loss: 0.0311533 | Time: 1613.44 ms
[2021-10-01 15:19:06 main:574] : INFO : Epoch 1729 | loss: 0.0311092 | val_loss: 0.0311473 | Time: 1598.64 ms
[2021-10-01 15:19:07 main:574] : INFO : Epoch 1730 | loss: 0.0311099 | val_loss: 0.0311447 | Time: 1630.05 ms
[2021-10-01 15:19:09 main:574] : INFO : Epoch 1731 | loss: 0.031112 | val_loss: 0.0311486 | Time: 1640.8 ms
[2021-10-01 15:19:11 main:574] : INFO : Epoch 1732 | loss: 0.0311097 | val_loss: 0.031148 | Time: 1637.39 ms
[2021-10-01 15:19:12 main:574] : INFO : Epoch 1733 | loss: 0.0311061 | val_loss: 0.0311514 | Time: 1622.42 ms
[2021-10-01 15:19:14 main:574] : INFO : Epoch 1734 | loss: 0.0311052 | val_loss: 0.0311493 | Time: 1596.9 ms
[2021-10-01 15:19:16 main:574] : INFO : Epoch 1735 | loss: 0.0311096 | val_loss: 0.0311528 | Time: 1638.25 ms
[2021-10-01 15:19:17 main:574] : INFO : Epoch 1736 | loss: 0.0311073 | val_loss: 0.0311465 | Time: 1599.77 ms
[2021-10-01 15:19:19 main:574] : INFO : Epoch 1737 | loss: 0.0311067 | val_loss: 0.0311484 | Time: 1624.13 ms
[2021-10-01 15:19:20 main:574] : INFO : Epoch 1738 | loss: 0.0311068 | val_loss: 0.0311528 | Time: 1606.26 ms
[2021-10-01 15:19:22 main:574] : INFO : Epoch 1739 | loss: 0.0311039 | val_loss: 0.0311546 | Time: 1643.81 ms
[2021-10-01 15:19:24 main:574] : INFO : Epoch 1740 | loss: 0.0311039 | val_loss: 0.0311521 | Time: 1584.64 ms
[2021-10-01 15:19:25 main:574] : INFO : Epoch 1741 | loss: 0.0311061 | val_loss: 0.0311525 | Time: 1627.58 ms
[2021-10-01 15:19:27 main:574] : INFO : Epoch 1742 | loss: 0.0311061 | val_loss: 0.0311508 | Time: 1609.23 ms
[2021-10-01 15:19:29 main:574] : INFO : Epoch 1743 | loss: 0.0311069 | val_loss: 0.0311483 | Time: 1619.33 ms
[2021-10-01 15:19:30 main:574] : INFO : Epoch 1744 | loss: 0.031108 | val_loss: 0.0311525 | Time: 1626.5 ms
[2021-10-01 15:19:32 main:574] : INFO : Epoch 1745 | loss: 0.031105 | val_loss: 0.0311535 | Time: 1612.44 ms
[2021-10-01 15:19:33 main:574] : INFO : Epoch 1746 | loss: 0.0311068 | val_loss: 0.0311489 | Time: 1581.6 ms
[2021-10-01 15:19:35 main:574] : INFO : Epoch 1747 | loss: 0.0311085 | val_loss: 0.0311492 | Time: 1599.47 ms
[2021-10-01 15:19:37 main:574] : INFO : Epoch 1748 | loss: 0.031108 | val_loss: 0.0311548 | Time: 1627.7 ms
[2021-10-01 15:19:38 main:574] : INFO : Epoch 1749 | loss: 0.0311083 | val_loss: 0.0311512 | Time: 1595.56 ms
[2021-10-01 15:19:40 main:574] : INFO : Epoch 1750 | loss: 0.0311074 | val_loss: 0.0311487 | Time: 1612.81 ms
[2021-10-01 15:19:41 main:574] : INFO : Epoch 1751 | loss: 0.0311078 | val_loss: 0.0311476 | Time: 1599.16 ms
[2021-10-01 15:19:43 main:574] : INFO : Epoch 1752 | loss: 0.0311107 | val_loss: 0.0311511 | Time: 1627.98 ms
[2021-10-01 15:19:45 main:574] : INFO : Epoch 1753 | loss: 0.0311121 | val_loss: 0.0311483 | Time: 1623.9 ms
[2021-10-01 15:19:46 main:574] : INFO : Epoch 1754 | loss: 0.0311099 | val_loss: 0.0311497 | Time: 1621.5 ms
[2021-10-01 15:19:48 main:574] : INFO : Epoch 1755 | loss: 0.0311093 | val_loss: 0.0311457 | Time: 1596.38 ms
[2021-10-01 15:19:50 main:574] : INFO : Epoch 1756 | loss: 0.0311078 | val_loss: 0.0311504 | Time: 1600.11 ms
[2021-10-01 15:19:51 main:574] : INFO : Epoch 1757 | loss: 0.0311063 | val_loss: 0.0311551 | Time: 1621.98 ms
[2021-10-01 15:19:53 main:574] : INFO : Epoch 1758 | loss: 0.0311058 | val_loss: 0.0311501 | Time: 1592.43 ms
[2021-10-01 15:19:54 main:574] : INFO : Epoch 1759 | loss: 0.0311074 | val_loss: 0.0311481 | Time: 1625.34 ms
[2021-10-01 15:19:56 main:574] : INFO : Epoch 1760 | loss: 0.0311068 | val_loss: 0.0311491 | Time: 1594.84 ms
[2021-10-01 15:19:58 main:574] : INFO : Epoch 1761 | loss: 0.0311077 | val_loss: 0.0311522 | Time: 1621.85 ms
[2021-10-01 15:19:59 main:574] : INFO : Epoch 1762 | loss: 0.0311101 | val_loss: 0.0311525 | Time: 1634.23 ms
[2021-10-01 15:20:01 main:574] : INFO : Epoch 1763 | loss: 0.0311056 | val_loss: 0.0311518 | Time: 1581.25 ms
[2021-10-01 15:20:03 main:574] : INFO : Epoch 1764 | loss: 0.0311065 | val_loss: 0.0311541 | Time: 1606.16 ms
[2021-10-01 15:20:04 main:574] : INFO : Epoch 1765 | loss: 0.0311114 | val_loss: 0.0311479 | Time: 1612.79 ms
[2021-10-01 15:20:06 main:574] : INFO : Epoch 1766 | loss: 0.0311089 | val_loss: 0.0311533 | Time: 1558.23 ms
[2021-10-01 15:20:07 main:574] : INFO : Epoch 1767 | loss: 0.0311079 | val_loss: 0.0311452 | Time: 1609.2 ms
[2021-10-01 15:20:09 main:574] : INFO : Epoch 1768 | loss: 0.0311082 | val_loss: 0.0311514 | Time: 1640.57 ms
[2021-10-01 15:20:11 main:574] : INFO : Epoch 1769 | loss: 0.0311067 | val_loss: 0.0311513 | Time: 1621.15 ms
[2021-10-01 15:20:12 main:574] : INFO : Epoch 1770 | loss: 0.0311049 | val_loss: 0.0311536 | Time: 1598.81 ms
[2021-10-01 15:20:14 main:574] : INFO : Epoch 1771 | loss: 0.0311062 | val_loss: 0.0311511 | Time: 1638.76 ms
[2021-10-01 15:20:15 main:574] : INFO : Epoch 1772 | loss: 0.0311131 | val_loss: 0.0311555 | Time: 1604.63 ms
[2021-10-01 15:20:17 main:574] : INFO : Epoch 1773 | loss: 0.0311134 | val_loss: 0.031154 | Time: 1628.3 ms
[2021-10-01 15:20:19 main:574] : INFO : Epoch 1774 | loss: 0.0311117 | val_loss: 0.0311574 | Time: 1597.65 ms
[2021-10-01 15:20:20 main:574] : INFO : Epoch 1775 | loss: 0.0311102 | val_loss: 0.0311554 | Time: 1634.18 ms
[2021-10-01 15:20:22 main:574] : INFO : Epoch 1776 | loss: 0.031109 | val_loss: 0.0311527 | Time: 1617.83 ms
[2021-10-01 15:20:24 main:574] : INFO : Epoch 1777 | loss: 0.0311091 | val_loss: 0.0311563 | Time: 1580.14 ms
[2021-10-01 15:20:25 main:574] : INFO : Epoch 1778 | loss: 0.0311128 | val_loss: 0.0311485 | Time: 1628.07 ms
[2021-10-01 15:20:27 main:574] : INFO : Epoch 1779 | loss: 0.0311117 | val_loss: 0.0311521 | Time: 1633.12 ms
[2021-10-01 15:20:28 main:574] : INFO : Epoch 1780 | loss: 0.0311169 | val_loss: 0.0311676 | Time: 1619.31 ms
[2021-10-01 15:20:30 main:574] : INFO : Epoch 1781 | loss: 0.0311224 | val_loss: 0.0311521 | Time: 1561.96 ms
[2021-10-01 15:20:32 main:574] : INFO : Epoch 1782 | loss: 0.0311191 | val_loss: 0.0311564 | Time: 1616.37 ms
[2021-10-01 15:20:33 main:574] : INFO : Epoch 1783 | loss: 0.0311181 | val_loss: 0.0311592 | Time: 1624.04 ms
[2021-10-01 15:20:35 main:574] : INFO : Epoch 1784 | loss: 0.0311163 | val_loss: 0.0311538 | Time: 1621.61 ms
[2021-10-01 15:20:36 main:574] : INFO : Epoch 1785 | loss: 0.0311176 | val_loss: 0.0311527 | Time: 1582.56 ms
[2021-10-01 15:20:38 main:574] : INFO : Epoch 1786 | loss: 0.0311217 | val_loss: 0.0311508 | Time: 1626.53 ms
[2021-10-01 15:20:40 main:574] : INFO : Epoch 1787 | loss: 0.031118 | val_loss: 0.0311492 | Time: 1601.88 ms
[2021-10-01 15:20:41 main:574] : INFO : Epoch 1788 | loss: 0.0311176 | val_loss: 0.0311552 | Time: 1613.08 ms
[2021-10-01 15:20:43 main:574] : INFO : Epoch 1789 | loss: 0.0311218 | val_loss: 0.0311537 | Time: 1635.74 ms
[2021-10-01 15:20:45 main:574] : INFO : Epoch 1790 | loss: 0.0311165 | val_loss: 0.0311496 | Time: 1604.88 ms
[2021-10-01 15:20:46 main:574] : INFO : Epoch 1791 | loss: 0.0311148 | val_loss: 0.0311495 | Time: 1580.5 ms
[2021-10-01 15:20:48 main:574] : INFO : Epoch 1792 | loss: 0.0311179 | val_loss: 0.031157 | Time: 1601.52 ms
[2021-10-01 15:20:49 main:574] : INFO : Epoch 1793 | loss: 0.0311221 | val_loss: 0.0311527 | Time: 1612.55 ms
[2021-10-01 15:20:51 main:574] : INFO : Epoch 1794 | loss: 0.0311164 | val_loss: 0.0311492 | Time: 1612.62 ms
[2021-10-01 15:20:53 main:574] : INFO : Epoch 1795 | loss: 0.031116 | val_loss: 0.0311538 | Time: 1584.97 ms
[2021-10-01 15:20:54 main:574] : INFO : Epoch 1796 | loss: 0.0311105 | val_loss: 0.0311524 | Time: 1610.61 ms
[2021-10-01 15:20:56 main:574] : INFO : Epoch 1797 | loss: 0.0311088 | val_loss: 0.031153 | Time: 1647.56 ms
[2021-10-01 15:20:58 main:574] : INFO : Epoch 1798 | loss: 0.031109 | val_loss: 0.0311554 | Time: 1609.08 ms
[2021-10-01 15:20:59 main:574] : INFO : Epoch 1799 | loss: 0.0311098 | val_loss: 0.0311479 | Time: 1611.59 ms
[2021-10-01 15:21:01 main:574] : INFO : Epoch 1800 | loss: 0.0311102 | val_loss: 0.031156 | Time: 1590.29 ms
[2021-10-01 15:21:02 main:574] : INFO : Epoch 1801 | loss: 0.0311138 | val_loss: 0.0311564 | Time: 1629.64 ms
[2021-10-01 15:21:04 main:574] : INFO : Epoch 1802 | loss: 0.0311121 | val_loss: 0.0311518 | Time: 1605.48 ms
[2021-10-01 15:21:06 main:574] : INFO : Epoch 1803 | loss: 0.0311102 | val_loss: 0.0311536 | Time: 1629.66 ms
[2021-10-01 15:21:07 main:574] : INFO : Epoch 1804 | loss: 0.0311104 | val_loss: 0.0311525 | Time: 1613.11 ms
[2021-10-01 15:21:09 main:574] : INFO : Epoch 1805 | loss: 0.0311098 | val_loss: 0.0311505 | Time: 1594.9 ms
[2021-10-01 15:21:10 main:574] : INFO : Epoch 1806 | loss: 0.0311122 | val_loss: 0.0311556 | Time: 1628.54 ms
[2021-10-01 15:21:12 main:574] : INFO : Epoch 1807 | loss: 0.031115 | val_loss: 0.0311634 | Time: 1623.83 ms
[2021-10-01 15:21:14 main:574] : INFO : Epoch 1808 | loss: 0.0311148 | val_loss: 0.0311466 | Time: 1636.5 ms
[2021-10-01 15:21:15 main:574] : INFO : Epoch 1809 | loss: 0.031115 | val_loss: 0.0311461 | Time: 1619.42 ms
[2021-10-01 15:21:17 main:574] : INFO : Epoch 1810 | loss: 0.0311134 | val_loss: 0.0311468 | Time: 1643.35 ms
[2021-10-01 15:21:19 main:574] : INFO : Epoch 1811 | loss: 0.0311159 | val_loss: 0.0311487 | Time: 1600.17 ms
[2021-10-01 15:21:20 main:574] : INFO : Epoch 1812 | loss: 0.0311159 | val_loss: 0.0311543 | Time: 1647.26 ms
[2021-10-01 15:21:22 main:574] : INFO : Epoch 1813 | loss: 0.0311154 | val_loss: 0.031162 | Time: 1608.29 ms
[2021-10-01 15:21:23 main:574] : INFO : Epoch 1814 | loss: 0.0311129 | val_loss: 0.0311515 | Time: 1594.53 ms
[2021-10-01 15:21:25 main:574] : INFO : Epoch 1815 | loss: 0.0311097 | val_loss: 0.0311507 | Time: 1630.37 ms
[2021-10-01 15:21:27 main:574] : INFO : Epoch 1816 | loss: 0.0311129 | val_loss: 0.0311586 | Time: 1594.95 ms
[2021-10-01 15:21:28 main:574] : INFO : Epoch 1817 | loss: 0.0311125 | val_loss: 0.0311522 | Time: 1580.59 ms
[2021-10-01 15:21:30 main:574] : INFO : Epoch 1818 | loss: 0.0311094 | val_loss: 0.031145 | Time: 1651.14 ms
[2021-10-01 15:21:32 main:574] : INFO : Epoch 1819 | loss: 0.0311128 | val_loss: 0.0311497 | Time: 1615.31 ms
[2021-10-01 15:21:33 main:574] : INFO : Epoch 1820 | loss: 0.0311127 | val_loss: 0.031151 | Time: 1617.63 ms
[2021-10-01 15:21:35 main:574] : INFO : Epoch 1821 | loss: 0.0311091 | val_loss: 0.0311494 | Time: 1622.43 ms
[2021-10-01 15:21:36 main:574] : INFO : Epoch 1822 | loss: 0.031111 | val_loss: 0.0311468 | Time: 1610.7 ms
[2021-10-01 15:21:38 main:574] : INFO : Epoch 1823 | loss: 0.031116 | val_loss: 0.0311536 | Time: 1613.63 ms
[2021-10-01 15:21:40 main:574] : INFO : Epoch 1824 | loss: 0.0311163 | val_loss: 0.0311503 | Time: 1629.66 ms
[2021-10-01 15:21:41 main:574] : INFO : Epoch 1825 | loss: 0.0311148 | val_loss: 0.0311486 | Time: 1610.17 ms
[2021-10-01 15:21:43 main:574] : INFO : Epoch 1826 | loss: 0.0311118 | val_loss: 0.0311513 | Time: 1646.22 ms
[2021-10-01 15:21:45 main:574] : INFO : Epoch 1827 | loss: 0.0311104 | val_loss: 0.0311492 | Time: 1628.97 ms
[2021-10-01 15:21:46 main:574] : INFO : Epoch 1828 | loss: 0.0311141 | val_loss: 0.0311546 | Time: 1614.31 ms
[2021-10-01 15:21:48 main:574] : INFO : Epoch 1829 | loss: 0.0311137 | val_loss: 0.0311558 | Time: 1618.55 ms
[2021-10-01 15:21:50 main:574] : INFO : Epoch 1830 | loss: 0.0311129 | val_loss: 0.0311492 | Time: 1619.47 ms
[2021-10-01 15:21:51 main:574] : INFO : Epoch 1831 | loss: 0.0311162 | val_loss: 0.0311537 | Time: 1603.58 ms
[2021-10-01 15:21:53 main:574] : INFO : Epoch 1832 | loss: 0.0311124 | val_loss: 0.0311585 | Time: 1602.03 ms
[2021-10-01 15:21:54 main:574] : INFO : Epoch 1833 | loss: 0.031109 | val_loss: 0.0311489 | Time: 1605.13 ms
[2021-10-01 15:21:56 main:574] : INFO : Epoch 1834 | loss: 0.0311101 | val_loss: 0.0311483 | Time: 1620.75 ms
[2021-10-01 15:21:58 main:574] : INFO : Epoch 1835 | loss: 0.031112 | val_loss: 0.0311502 | Time: 1621.04 ms
[2021-10-01 15:21:59 main:574] : INFO : Epoch 1836 | loss: 0.0311147 | val_loss: 0.0311485 | Time: 1596.24 ms
[2021-10-01 15:22:01 main:574] : INFO : Epoch 1837 | loss: 0.0311135 | val_loss: 0.0311503 | Time: 1622.18 ms
[2021-10-01 15:22:02 main:574] : INFO : Epoch 1838 | loss: 0.0311116 | val_loss: 0.031148 | Time: 1607.1 ms
[2021-10-01 15:22:04 main:574] : INFO : Epoch 1839 | loss: 0.0311151 | val_loss: 0.0311487 | Time: 1598.37 ms
[2021-10-01 15:22:06 main:574] : INFO : Epoch 1840 | loss: 0.0311144 | val_loss: 0.0311477 | Time: 1593.17 ms
[2021-10-01 15:22:07 main:574] : INFO : Epoch 1841 | loss: 0.0311167 | val_loss: 0.0311446 | Time: 1593.87 ms
[2021-10-01 15:22:09 main:574] : INFO : Epoch 1842 | loss: 0.031114 | val_loss: 0.0311464 | Time: 1597.81 ms
[2021-10-01 15:22:10 main:574] : INFO : Epoch 1843 | loss: 0.0311135 | val_loss: 0.0311528 | Time: 1603.79 ms
[2021-10-01 15:22:12 main:574] : INFO : Epoch 1844 | loss: 0.0311128 | val_loss: 0.0311503 | Time: 1632.44 ms
[2021-10-01 15:22:14 main:574] : INFO : Epoch 1845 | loss: 0.0311111 | val_loss: 0.0311501 | Time: 1556.53 ms
[2021-10-01 15:22:15 main:574] : INFO : Epoch 1846 | loss: 0.0311107 | val_loss: 0.031147 | Time: 1618.97 ms
[2021-10-01 15:22:17 main:574] : INFO : Epoch 1847 | loss: 0.031108 | val_loss: 0.0311496 | Time: 1606.45 ms
[2021-10-01 15:22:19 main:574] : INFO : Epoch 1848 | loss: 0.0311082 | val_loss: 0.0311466 | Time: 1626.16 ms
[2021-10-01 15:22:20 main:574] : INFO : Epoch 1849 | loss: 0.0311065 | val_loss: 0.0311478 | Time: 1632.63 ms
[2021-10-01 15:22:22 main:574] : INFO : Epoch 1850 | loss: 0.0311051 | val_loss: 0.0311487 | Time: 1591.64 ms
[2021-10-01 15:22:23 main:574] : INFO : Epoch 1851 | loss: 0.0311052 | val_loss: 0.0311495 | Time: 1617.01 ms
[2021-10-01 15:22:25 main:574] : INFO : Epoch 1852 | loss: 0.031108 | val_loss: 0.0311534 | Time: 1598.99 ms
[2021-10-01 15:22:27 main:574] : INFO : Epoch 1853 | loss: 0.0311104 | val_loss: 0.0311503 | Time: 1611.49 ms
[2021-10-01 15:22:28 main:574] : INFO : Epoch 1854 | loss: 0.0311105 | val_loss: 0.0311578 | Time: 1603.82 ms
[2021-10-01 15:22:30 main:574] : INFO : Epoch 1855 | loss: 0.031114 | val_loss: 0.0311519 | Time: 1613.71 ms
[2021-10-01 15:22:31 main:574] : INFO : Epoch 1856 | loss: 0.0311106 | val_loss: 0.0311488 | Time: 1608.5 ms
[2021-10-01 15:22:33 main:574] : INFO : Epoch 1857 | loss: 0.0311136 | val_loss: 0.0311543 | Time: 1629.05 ms
[2021-10-01 15:22:35 main:574] : INFO : Epoch 1858 | loss: 0.0311114 | val_loss: 0.0311505 | Time: 1652.26 ms
[2021-10-01 15:22:36 main:574] : INFO : Epoch 1859 | loss: 0.031111 | val_loss: 0.03115 | Time: 1623.59 ms
[2021-10-01 15:22:38 main:574] : INFO : Epoch 1860 | loss: 0.0311173 | val_loss: 0.0311555 | Time: 1639.38 ms
[2021-10-01 15:22:40 main:574] : INFO : Epoch 1861 | loss: 0.0311241 | val_loss: 0.0311495 | Time: 1617.15 ms
[2021-10-01 15:22:41 main:574] : INFO : Epoch 1862 | loss: 0.0311184 | val_loss: 0.0311499 | Time: 1632.3 ms
[2021-10-01 15:22:43 main:574] : INFO : Epoch 1863 | loss: 0.0311237 | val_loss: 0.0311513 | Time: 1658.03 ms
[2021-10-01 15:22:45 main:574] : INFO : Epoch 1864 | loss: 0.031125 | val_loss: 0.0311516 | Time: 1620.65 ms
[2021-10-01 15:22:46 main:574] : INFO : Epoch 1865 | loss: 0.0311262 | val_loss: 0.0311503 | Time: 1623.7 ms
[2021-10-01 15:22:48 main:574] : INFO : Epoch 1866 | loss: 0.0311281 | val_loss: 0.0311497 | Time: 1603.68 ms
[2021-10-01 15:22:49 main:574] : INFO : Epoch 1867 | loss: 0.0311348 | val_loss: 0.0311749 | Time: 1607.11 ms
[2021-10-01 15:22:51 main:574] : INFO : Epoch 1868 | loss: 0.0311706 | val_loss: 0.031215 | Time: 1631.73 ms
[2021-10-01 15:22:53 main:574] : INFO : Epoch 1869 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 1623.97 ms
[2021-10-01 15:22:54 main:574] : INFO : Epoch 1870 | loss: 0.0311757 | val_loss: 0.031187 | Time: 1598.19 ms
[2021-10-01 15:22:56 main:574] : INFO : Epoch 1871 | loss: 0.031176 | val_loss: 0.0311789 | Time: 1621.03 ms
[2021-10-01 15:22:58 main:574] : INFO : Epoch 1872 | loss: 0.0311729 | val_loss: 0.0311824 | Time: 1621.21 ms
[2021-10-01 15:22:59 main:574] : INFO : Epoch 1873 | loss: 0.0311712 | val_loss: 0.0311813 | Time: 1633.8 ms
[2021-10-01 15:23:01 main:574] : INFO : Epoch 1874 | loss: 0.0311694 | val_loss: 0.031186 | Time: 1599.25 ms
[2021-10-01 15:23:02 main:574] : INFO : Epoch 1875 | loss: 0.0311671 | val_loss: 0.0311828 | Time: 1610.55 ms
[2021-10-01 15:23:04 main:574] : INFO : Epoch 1876 | loss: 0.0311755 | val_loss: 0.0311814 | Time: 1606.07 ms
[2021-10-01 15:23:06 main:574] : INFO : Epoch 1877 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 1600.11 ms
[2021-10-01 15:23:07 main:574] : INFO : Epoch 1878 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1584.64 ms
[2021-10-01 15:23:09 main:574] : INFO : Epoch 1879 | loss: 0.0311687 | val_loss: 0.031178 | Time: 1640.85 ms
[2021-10-01 15:23:10 main:574] : INFO : Epoch 1880 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 1601.53 ms
[2021-10-01 15:23:12 main:574] : INFO : Epoch 1881 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 1617.64 ms
[2021-10-01 15:23:14 main:574] : INFO : Epoch 1882 | loss: 0.0311672 | val_loss: 0.0311753 | Time: 1622.73 ms
[2021-10-01 15:23:15 main:574] : INFO : Epoch 1883 | loss: 0.0311823 | val_loss: 0.0312071 | Time: 1578.73 ms
[2021-10-01 15:23:17 main:574] : INFO : Epoch 1884 | loss: 0.0311899 | val_loss: 0.0312062 | Time: 1653.06 ms
[2021-10-01 15:23:19 main:574] : INFO : Epoch 1885 | loss: 0.0311934 | val_loss: 0.0312126 | Time: 1601.78 ms
[2021-10-01 15:23:20 main:574] : INFO : Epoch 1886 | loss: 0.0311935 | val_loss: 0.0312089 | Time: 1628.53 ms
[2021-10-01 15:23:22 main:574] : INFO : Epoch 1887 | loss: 0.0311919 | val_loss: 0.0312078 | Time: 1612.08 ms
[2021-10-01 15:23:23 main:574] : INFO : Epoch 1888 | loss: 0.0311894 | val_loss: 0.0312051 | Time: 1628.34 ms
[2021-10-01 15:23:25 main:574] : INFO : Epoch 1889 | loss: 0.0311963 | val_loss: 0.031209 | Time: 1609.35 ms
[2021-10-01 15:23:27 main:574] : INFO : Epoch 1890 | loss: 0.031197 | val_loss: 0.031206 | Time: 1622.05 ms
[2021-10-01 15:23:28 main:574] : INFO : Epoch 1891 | loss: 0.031195 | val_loss: 0.0312015 | Time: 1617.28 ms
[2021-10-01 15:23:30 main:574] : INFO : Epoch 1892 | loss: 0.0311934 | val_loss: 0.0312033 | Time: 1618.88 ms
[2021-10-01 15:23:32 main:574] : INFO : Epoch 1893 | loss: 0.0311932 | val_loss: 0.0312005 | Time: 1613.7 ms
[2021-10-01 15:23:33 main:574] : INFO : Epoch 1894 | loss: 0.0311908 | val_loss: 0.0312008 | Time: 1639.51 ms
[2021-10-01 15:23:35 main:574] : INFO : Epoch 1895 | loss: 0.0311909 | val_loss: 0.0312003 | Time: 1579.73 ms
[2021-10-01 15:23:36 main:574] : INFO : Epoch 1896 | loss: 0.0311892 | val_loss: 0.0312014 | Time: 1585.33 ms
[2021-10-01 15:23:38 main:574] : INFO : Epoch 1897 | loss: 0.0311894 | val_loss: 0.0311994 | Time: 1636.81 ms
[2021-10-01 15:23:40 main:574] : INFO : Epoch 1898 | loss: 0.0311886 | val_loss: 0.0312001 | Time: 1619.43 ms
[2021-10-01 15:23:41 main:574] : INFO : Epoch 1899 | loss: 0.03119 | val_loss: 0.0311983 | Time: 1611.77 ms
[2021-10-01 15:23:43 main:574] : INFO : Epoch 1900 | loss: 0.0311889 | val_loss: 0.0311951 | Time: 1603.79 ms
[2021-10-01 15:23:45 main:574] : INFO : Epoch 1901 | loss: 0.0311869 | val_loss: 0.0311947 | Time: 1610.18 ms
[2021-10-01 15:23:46 main:574] : INFO : Epoch 1902 | loss: 0.0311857 | val_loss: 0.0311945 | Time: 1645.28 ms
[2021-10-01 15:23:48 main:574] : INFO : Epoch 1903 | loss: 0.0311842 | val_loss: 0.0311937 | Time: 1598.83 ms
[2021-10-01 15:23:49 main:574] : INFO : Epoch 1904 | loss: 0.0311829 | val_loss: 0.0311936 | Time: 1563.19 ms
[2021-10-01 15:23:51 main:574] : INFO : Epoch 1905 | loss: 0.0311824 | val_loss: 0.0311964 | Time: 1618.97 ms
[2021-10-01 15:23:53 main:574] : INFO : Epoch 1906 | loss: 0.0311831 | val_loss: 0.0311932 | Time: 1622.98 ms
[2021-10-01 15:23:54 main:574] : INFO : Epoch 1907 | loss: 0.0311806 | val_loss: 0.0311962 | Time: 1614.66 ms
[2021-10-01 15:23:56 main:574] : INFO : Epoch 1908 | loss: 0.0311811 | val_loss: 0.031196 | Time: 1647.5 ms
[2021-10-01 15:23:57 main:574] : INFO : Epoch 1909 | loss: 0.03118 | val_loss: 0.0311942 | Time: 1597.43 ms
[2021-10-01 15:23:59 main:574] : INFO : Epoch 1910 | loss: 0.0311794 | val_loss: 0.0311925 | Time: 1610.18 ms
[2021-10-01 15:24:01 main:574] : INFO : Epoch 1911 | loss: 0.031179 | val_loss: 0.0311991 | Time: 1603.31 ms
[2021-10-01 15:24:02 main:574] : INFO : Epoch 1912 | loss: 0.0311787 | val_loss: 0.0311964 | Time: 1583.32 ms
[2021-10-01 15:24:04 main:574] : INFO : Epoch 1913 | loss: 0.0311783 | val_loss: 0.0311934 | Time: 1626.61 ms
[2021-10-01 15:24:06 main:574] : INFO : Epoch 1914 | loss: 0.0311788 | val_loss: 0.0311938 | Time: 1630.4 ms
[2021-10-01 15:24:07 main:574] : INFO : Epoch 1915 | loss: 0.0311786 | val_loss: 0.0311934 | Time: 1611.05 ms
[2021-10-01 15:24:09 main:574] : INFO : Epoch 1916 | loss: 0.031178 | val_loss: 0.0311965 | Time: 1590.9 ms
[2021-10-01 15:24:10 main:574] : INFO : Epoch 1917 | loss: 0.0311768 | val_loss: 0.0311964 | Time: 1611.66 ms
[2021-10-01 15:24:12 main:574] : INFO : Epoch 1918 | loss: 0.031178 | val_loss: 0.0311968 | Time: 1611.85 ms
[2021-10-01 15:24:14 main:574] : INFO : Epoch 1919 | loss: 0.0311796 | val_loss: 0.0311986 | Time: 1618.3 ms
[2021-10-01 15:24:15 main:574] : INFO : Epoch 1920 | loss: 0.0311781 | val_loss: 0.0311957 | Time: 1626.33 ms
[2021-10-01 15:24:17 main:574] : INFO : Epoch 1921 | loss: 0.0311775 | val_loss: 0.0311939 | Time: 1600.82 ms
[2021-10-01 15:24:19 main:574] : INFO : Epoch 1922 | loss: 0.0311771 | val_loss: 0.0311934 | Time: 1616.43 ms
[2021-10-01 15:24:20 main:574] : INFO : Epoch 1923 | loss: 0.0311752 | val_loss: 0.0311939 | Time: 1610.35 ms
[2021-10-01 15:24:22 main:574] : INFO : Epoch 1924 | loss: 0.0311741 | val_loss: 0.0311951 | Time: 1648.29 ms
[2021-10-01 15:24:23 main:574] : INFO : Epoch 1925 | loss: 0.0311751 | val_loss: 0.0311935 | Time: 1639.39 ms
[2021-10-01 15:24:25 main:574] : INFO : Epoch 1926 | loss: 0.0311736 | val_loss: 0.0311959 | Time: 1591.65 ms
[2021-10-01 15:24:27 main:574] : INFO : Epoch 1927 | loss: 0.0311737 | val_loss: 0.0311949 | Time: 1615.9 ms
[2021-10-01 15:24:28 main:574] : INFO : Epoch 1928 | loss: 0.0311732 | val_loss: 0.0311928 | Time: 1608.28 ms
[2021-10-01 15:24:30 main:574] : INFO : Epoch 1929 | loss: 0.031174 | val_loss: 0.0311921 | Time: 1601.05 ms
[2021-10-01 15:24:32 main:574] : INFO : Epoch 1930 | loss: 0.0311735 | val_loss: 0.0311947 | Time: 1625.4 ms
[2021-10-01 15:24:33 main:574] : INFO : Epoch 1931 | loss: 0.0311727 | val_loss: 0.0311955 | Time: 1639.18 ms
[2021-10-01 15:24:35 main:574] : INFO : Epoch 1932 | loss: 0.0311765 | val_loss: 0.0311987 | Time: 1612.02 ms
[2021-10-01 15:24:36 main:574] : INFO : Epoch 1933 | loss: 0.0311757 | val_loss: 0.0311937 | Time: 1604.91 ms
[2021-10-01 15:24:38 main:574] : INFO : Epoch 1934 | loss: 0.0311709 | val_loss: 0.0311915 | Time: 1627.85 ms
[2021-10-01 15:24:40 main:574] : INFO : Epoch 1935 | loss: 0.0311727 | val_loss: 0.0311914 | Time: 1633.01 ms
[2021-10-01 15:24:41 main:574] : INFO : Epoch 1936 | loss: 0.031174 | val_loss: 0.0312021 | Time: 1597.75 ms
[2021-10-01 15:24:43 main:574] : INFO : Epoch 1937 | loss: 0.0311757 | val_loss: 0.0311984 | Time: 1620.07 ms
[2021-10-01 15:24:45 main:574] : INFO : Epoch 1938 | loss: 0.0311727 | val_loss: 0.0311967 | Time: 1619.38 ms
[2021-10-01 15:24:46 main:574] : INFO : Epoch 1939 | loss: 0.0311758 | val_loss: 0.0311998 | Time: 1624.31 ms
[2021-10-01 15:24:48 main:574] : INFO : Epoch 1940 | loss: 0.0311736 | val_loss: 0.0311945 | Time: 1620.2 ms
[2021-10-01 15:24:49 main:574] : INFO : Epoch 1941 | loss: 0.0311728 | val_loss: 0.0311956 | Time: 1596.46 ms
[2021-10-01 15:24:51 main:574] : INFO : Epoch 1942 | loss: 0.031172 | val_loss: 0.031196 | Time: 1645.98 ms
[2021-10-01 15:24:53 main:574] : INFO : Epoch 1943 | loss: 0.0311721 | val_loss: 0.0311976 | Time: 1611.37 ms
[2021-10-01 15:24:54 main:574] : INFO : Epoch 1944 | loss: 0.0311727 | val_loss: 0.031198 | Time: 1629.65 ms
[2021-10-01 15:24:56 main:574] : INFO : Epoch 1945 | loss: 0.0311727 | val_loss: 0.0311945 | Time: 1642.13 ms
[2021-10-01 15:24:58 main:574] : INFO : Epoch 1946 | loss: 0.0311715 | val_loss: 0.031194 | Time: 1616.35 ms
[2021-10-01 15:24:59 main:574] : INFO : Epoch 1947 | loss: 0.0311736 | val_loss: 0.0311936 | Time: 1621.93 ms
[2021-10-01 15:25:01 main:574] : INFO : Epoch 1948 | loss: 0.031173 | val_loss: 0.0311991 | Time: 1571.32 ms
[2021-10-01 15:25:02 main:574] : INFO : Epoch 1949 | loss: 0.0311707 | val_loss: 0.0311893 | Time: 1596.28 ms
[2021-10-01 15:25:04 main:574] : INFO : Epoch 1950 | loss: 0.0311732 | val_loss: 0.0311909 | Time: 1579.96 ms
[2021-10-01 15:25:06 main:574] : INFO : Epoch 1951 | loss: 0.0311728 | val_loss: 0.0311931 | Time: 1678.37 ms
[2021-10-01 15:25:07 main:574] : INFO : Epoch 1952 | loss: 0.0311715 | val_loss: 0.0311972 | Time: 1652.67 ms
[2021-10-01 15:25:09 main:574] : INFO : Epoch 1953 | loss: 0.0311709 | val_loss: 0.0312002 | Time: 1620.14 ms
[2021-10-01 15:25:11 main:574] : INFO : Epoch 1954 | loss: 0.0311726 | val_loss: 0.0311971 | Time: 1591.06 ms
[2021-10-01 15:25:12 main:574] : INFO : Epoch 1955 | loss: 0.0311717 | val_loss: 0.031195 | Time: 1591.35 ms
[2021-10-01 15:25:14 main:574] : INFO : Epoch 1956 | loss: 0.0311725 | val_loss: 0.0311964 | Time: 1661.45 ms
[2021-10-01 15:25:15 main:574] : INFO : Epoch 1957 | loss: 0.0311731 | val_loss: 0.0312029 | Time: 1594.9 ms
[2021-10-01 15:25:17 main:574] : INFO : Epoch 1958 | loss: 0.0311735 | val_loss: 0.0311991 | Time: 1580.62 ms
[2021-10-01 15:25:19 main:574] : INFO : Epoch 1959 | loss: 0.0311704 | val_loss: 0.0311979 | Time: 1630.61 ms
[2021-10-01 15:25:20 main:574] : INFO : Epoch 1960 | loss: 0.0311692 | val_loss: 0.0311933 | Time: 1634.04 ms
[2021-10-01 15:25:22 main:574] : INFO : Epoch 1961 | loss: 0.0311714 | val_loss: 0.0311933 | Time: 1596.16 ms
[2021-10-01 15:25:24 main:574] : INFO : Epoch 1962 | loss: 0.0311689 | val_loss: 0.0311979 | Time: 1635.6 ms
[2021-10-01 15:25:25 main:574] : INFO : Epoch 1963 | loss: 0.0311684 | val_loss: 0.0311956 | Time: 1603.63 ms
[2021-10-01 15:25:27 main:574] : INFO : Epoch 1964 | loss: 0.0311679 | val_loss: 0.0311927 | Time: 1623.27 ms
[2021-10-01 15:25:28 main:574] : INFO : Epoch 1965 | loss: 0.0311686 | val_loss: 0.0311942 | Time: 1619.88 ms
[2021-10-01 15:25:30 main:574] : INFO : Epoch 1966 | loss: 0.0311712 | val_loss: 0.0312003 | Time: 1607.45 ms
[2021-10-01 15:25:32 main:574] : INFO : Epoch 1967 | loss: 0.0311686 | val_loss: 0.0311945 | Time: 1587.41 ms
[2021-10-01 15:25:33 main:574] : INFO : Epoch 1968 | loss: 0.03117 | val_loss: 0.0311989 | Time: 1608.45 ms
[2021-10-01 15:25:35 main:574] : INFO : Epoch 1969 | loss: 0.0311727 | val_loss: 0.0311951 | Time: 1612.52 ms
[2021-10-01 15:25:36 main:574] : INFO : Epoch 1970 | loss: 0.0311702 | val_loss: 0.0311917 | Time: 1610.73 ms
[2021-10-01 15:25:38 main:574] : INFO : Epoch 1971 | loss: 0.0311692 | val_loss: 0.0311912 | Time: 1593.05 ms
[2021-10-01 15:25:40 main:574] : INFO : Epoch 1972 | loss: 0.0311664 | val_loss: 0.0311946 | Time: 1648.77 ms
[2021-10-01 15:25:41 main:574] : INFO : Epoch 1973 | loss: 0.0311658 | val_loss: 0.0311963 | Time: 1614 ms
[2021-10-01 15:25:43 main:574] : INFO : Epoch 1974 | loss: 0.0311664 | val_loss: 0.0311952 | Time: 1618.53 ms
[2021-10-01 15:25:45 main:574] : INFO : Epoch 1975 | loss: 0.0311673 | val_loss: 0.0311918 | Time: 1615.53 ms
[2021-10-01 15:25:46 main:574] : INFO : Epoch 1976 | loss: 0.0311698 | val_loss: 0.0311934 | Time: 1625.13 ms
[2021-10-01 15:25:48 main:574] : INFO : Epoch 1977 | loss: 0.0311686 | val_loss: 0.0311939 | Time: 1628.91 ms
[2021-10-01 15:25:49 main:574] : INFO : Epoch 1978 | loss: 0.0311671 | val_loss: 0.0311932 | Time: 1606.52 ms
[2021-10-01 15:25:51 main:574] : INFO : Epoch 1979 | loss: 0.0311666 | val_loss: 0.0311937 | Time: 1612.57 ms
[2021-10-01 15:25:53 main:574] : INFO : Epoch 1980 | loss: 0.0311685 | val_loss: 0.0311944 | Time: 1626.75 ms
[2021-10-01 15:25:54 main:574] : INFO : Epoch 1981 | loss: 0.0311664 | val_loss: 0.0311926 | Time: 1605.02 ms
[2021-10-01 15:25:56 main:574] : INFO : Epoch 1982 | loss: 0.031168 | val_loss: 0.0311949 | Time: 1626.16 ms
[2021-10-01 15:25:58 main:574] : INFO : Epoch 1983 | loss: 0.0311693 | val_loss: 0.0311941 | Time: 1611.08 ms
[2021-10-01 15:25:59 main:574] : INFO : Epoch 1984 | loss: 0.031166 | val_loss: 0.0311916 | Time: 1603.46 ms
[2021-10-01 15:26:01 main:574] : INFO : Epoch 1985 | loss: 0.0311674 | val_loss: 0.0311941 | Time: 1597.7 ms
[2021-10-01 15:26:02 main:574] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311935 | Time: 1615.54 ms
[2021-10-01 15:26:04 main:574] : INFO : Epoch 1987 | loss: 0.0311709 | val_loss: 0.0311921 | Time: 1579.14 ms
[2021-10-01 15:26:06 main:574] : INFO : Epoch 1988 | loss: 0.031169 | val_loss: 0.0311905 | Time: 1641.67 ms
[2021-10-01 15:26:07 main:574] : INFO : Epoch 1989 | loss: 0.0311681 | val_loss: 0.0311918 | Time: 1617.68 ms
[2021-10-01 15:26:09 main:574] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311916 | Time: 1632.23 ms
[2021-10-01 15:26:11 main:574] : INFO : Epoch 1991 | loss: 0.0311682 | val_loss: 0.0311943 | Time: 1649.9 ms
[2021-10-01 15:26:12 main:574] : INFO : Epoch 1992 | loss: 0.0311751 | val_loss: 0.0312016 | Time: 1630.26 ms
[2021-10-01 15:26:14 main:574] : INFO : Epoch 1993 | loss: 0.0311907 | val_loss: 0.0312042 | Time: 1610.57 ms
[2021-10-01 15:26:15 main:574] : INFO : Epoch 1994 | loss: 0.0311909 | val_loss: 0.0311998 | Time: 1604.38 ms
[2021-10-01 15:26:17 main:574] : INFO : Epoch 1995 | loss: 0.0311905 | val_loss: 0.0311989 | Time: 1604.36 ms
[2021-10-01 15:26:19 main:574] : INFO : Epoch 1996 | loss: 0.031188 | val_loss: 0.0311977 | Time: 1619.23 ms
[2021-10-01 15:26:20 main:574] : INFO : Epoch 1997 | loss: 0.031187 | val_loss: 0.0311963 | Time: 1619.47 ms
[2021-10-01 15:26:22 main:574] : INFO : Epoch 1998 | loss: 0.031184 | val_loss: 0.0311938 | Time: 1604.57 ms
[2021-10-01 15:26:24 main:574] : INFO : Epoch 1999 | loss: 0.0311828 | val_loss: 0.0311933 | Time: 1619.67 ms
[2021-10-01 15:26:25 main:574] : INFO : Epoch 2000 | loss: 0.031183 | val_loss: 0.0311961 | Time: 1603.87 ms
[2021-10-01 15:26:27 main:574] : INFO : Epoch 2001 | loss: 0.0311829 | val_loss: 0.0311916 | Time: 1611.32 ms
[2021-10-01 15:26:28 main:574] : INFO : Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311922 | Time: 1636.26 ms
[2021-10-01 15:26:30 main:574] : INFO : Epoch 2003 | loss: 0.0311806 | val_loss: 0.0311943 | Time: 1652.27 ms
[2021-10-01 15:26:32 main:574] : INFO : Epoch 2004 | loss: 0.0311806 | val_loss: 0.0311944 | Time: 1638.89 ms
[2021-10-01 15:26:33 main:574] : INFO : Epoch 2005 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 1594.1 ms
[2021-10-01 15:26:35 main:574] : INFO : Epoch 2006 | loss: 0.0311811 | val_loss: 0.0311939 | Time: 1643.84 ms
[2021-10-01 15:26:37 main:574] : INFO : Epoch 2007 | loss: 0.0311822 | val_loss: 0.0311924 | Time: 1630.64 ms
[2021-10-01 15:26:38 main:574] : INFO : Epoch 2008 | loss: 0.0311821 | val_loss: 0.031191 | Time: 1627.71 ms
[2021-10-01 15:26:40 main:574] : INFO : Epoch 2009 | loss: 0.0311803 | val_loss: 0.0311894 | Time: 1622.4 ms
[2021-10-01 15:26:41 main:574] : INFO : Epoch 2010 | loss: 0.0311779 | val_loss: 0.0311913 | Time: 1610.93 ms
[2021-10-01 15:26:43 main:574] : INFO : Epoch 2011 | loss: 0.031178 | val_loss: 0.0311929 | Time: 1576.93 ms
[2021-10-01 15:26:45 main:574] : INFO : Epoch 2012 | loss: 0.0311791 | val_loss: 0.0311945 | Time: 1610.9 ms
[2021-10-01 15:26:46 main:574] : INFO : Epoch 2013 | loss: 0.0311774 | val_loss: 0.0311941 | Time: 1619.02 ms
[2021-10-01 15:26:48 main:574] : INFO : Epoch 2014 | loss: 0.0311782 | val_loss: 0.0311921 | Time: 1564.01 ms
[2021-10-01 15:26:49 main:574] : INFO : Epoch 2015 | loss: 0.0311793 | val_loss: 0.0311916 | Time: 1614.42 ms
[2021-10-01 15:26:51 main:574] : INFO : Epoch 2016 | loss: 0.0311796 | val_loss: 0.0311907 | Time: 1631.53 ms
[2021-10-01 15:26:53 main:574] : INFO : Epoch 2017 | loss: 0.0311776 | val_loss: 0.0311918 | Time: 1595.62 ms
[2021-10-01 15:26:54 main:574] : INFO : Epoch 2018 | loss: 0.0311772 | val_loss: 0.0311941 | Time: 1591.47 ms
[2021-10-01 15:26:56 main:574] : INFO : Epoch 2019 | loss: 0.0311781 | val_loss: 0.0311922 | Time: 1632.85 ms
[2021-10-01 15:26:58 main:574] : INFO : Epoch 2020 | loss: 0.0311772 | val_loss: 0.0311923 | Time: 1616.28 ms
[2021-10-01 15:26:59 main:574] : INFO : Epoch 2021 | loss: 0.031177 | val_loss: 0.0311928 | Time: 1626.09 ms
[2021-10-01 15:27:01 main:574] : INFO : Epoch 2022 | loss: 0.0311773 | val_loss: 0.031193 | Time: 1593.67 ms
[2021-10-01 15:27:02 main:574] : INFO : Epoch 2023 | loss: 0.031176 | val_loss: 0.0311945 | Time: 1611.99 ms
[2021-10-01 15:27:04 main:574] : INFO : Epoch 2024 | loss: 0.0311815 | val_loss: 0.0311989 | Time: 1607.99 ms
[2021-10-01 15:27:06 main:574] : INFO : Epoch 2025 | loss: 0.0311823 | val_loss: 0.0311903 | Time: 1626.02 ms
[2021-10-01 15:27:07 main:574] : INFO : Epoch 2026 | loss: 0.0311812 | val_loss: 0.0311922 | Time: 1616.52 ms
[2021-10-01 15:27:09 main:574] : INFO : Epoch 2027 | loss: 0.0311761 | val_loss: 0.0311954 | Time: 1612.93 ms
[2021-10-01 15:27:11 main:574] : INFO : Epoch 2028 | loss: 0.0311753 | val_loss: 0.0311895 | Time: 1651.72 ms
[2021-10-01 15:27:12 main:574] : INFO : Epoch 2029 | loss: 0.0311745 | val_loss: 0.0311912 | Time: 1629.27 ms
[2021-10-01 15:27:14 main:574] : INFO : Epoch 2030 | loss: 0.0311772 | val_loss: 0.03119 | Time: 1615.76 ms
[2021-10-01 15:27:15 main:574] : INFO : Epoch 2031 | loss: 0.0311754 | val_loss: 0.031189 | Time: 1625.07 ms
[2021-10-01 15:27:17 main:574] : INFO : Epoch 2032 | loss: 0.0311746 | val_loss: 0.0311911 | Time: 1599.98 ms
[2021-10-01 15:27:19 main:574] : INFO : Epoch 2033 | loss: 0.0311741 | val_loss: 0.0311902 | Time: 1597.58 ms
[2021-10-01 15:27:20 main:574] : INFO : Epoch 2034 | loss: 0.0311746 | val_loss: 0.0311923 | Time: 1591.11 ms
[2021-10-01 15:27:22 main:574] : INFO : Epoch 2035 | loss: 0.0311874 | val_loss: 0.0312053 | Time: 1607.66 ms
[2021-10-01 15:27:24 main:574] : INFO : Epoch 2036 | loss: 0.0311892 | val_loss: 0.0311947 | Time: 1664.91 ms
[2021-10-01 15:27:25 main:574] : INFO : Epoch 2037 | loss: 0.0311826 | val_loss: 0.0311901 | Time: 1619.19 ms
[2021-10-01 15:27:27 main:574] : INFO : Epoch 2038 | loss: 0.0311804 | val_loss: 0.031189 | Time: 1623.14 ms
[2021-10-01 15:27:28 main:574] : INFO : Epoch 2039 | loss: 0.0311799 | val_loss: 0.0311995 | Time: 1633.23 ms
[2021-10-01 15:27:30 main:574] : INFO : Epoch 2040 | loss: 0.0311786 | val_loss: 0.0311986 | Time: 1596.06 ms
[2021-10-01 15:27:32 main:574] : INFO : Epoch 2041 | loss: 0.0311798 | val_loss: 0.0311919 | Time: 1594.7 ms
[2021-10-01 15:27:33 main:574] : INFO : Epoch 2042 | loss: 0.0311769 | val_loss: 0.0311904 | Time: 1630.52 ms
[2021-10-01 15:27:35 main:574] : INFO : Epoch 2043 | loss: 0.0311741 | val_loss: 0.0311876 | Time: 1624.44 ms
[2021-10-01 15:27:37 main:574] : INFO : Epoch 2044 | loss: 0.0311724 | val_loss: 0.0311895 | Time: 1613.24 ms
[2021-10-01 15:27:38 main:574] : INFO : Epoch 2045 | loss: 0.0311717 | val_loss: 0.0311863 | Time: 1603.22 ms
[2021-10-01 15:27:40 main:574] : INFO : Epoch 2046 | loss: 0.0311713 | val_loss: 0.0311894 | Time: 1611.2 ms
[2021-10-01 15:27:41 main:574] : INFO : Epoch 2047 | loss: 0.0311702 | val_loss: 0.0311876 | Time: 1600.07 ms
[2021-10-01 15:27:43 main:574] : INFO : Epoch 2048 | loss: 0.0311707 | val_loss: 0.0311943 | Time: 1625.62 ms
[2021-10-01 15:27:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311943
[2021-10-01 15:27:43 main:603] : INFO : Saving end state to config to file
[2021-10-01 15:27:43 main:608] : INFO : Success, exiting..
15:27:43 (8516): 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)