Task 7634136
| Name | ParityModified-1631734131-18421-1_1 |
| Workunit | 5145589 |
| Created | 27 Sep 2021, 6:22:33 UTC |
| Sent | 27 Sep 2021, 7:03:09 UTC |
| Report deadline | 4 Oct 2021, 7:03:09 UTC |
| Received | 27 Sep 2021, 21:52:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 9 sec |
| CPU time | 54 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 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> 1-09-27 17:34:09 main:574] : INFO : Epoch 1542 | loss: 0.0311353 | val_loss: 0.0311566 | Time: 1634.55 ms [2021-09-27 17:34:11 main:574] : INFO : Epoch 1543 | loss: 0.0311342 | val_loss: 0.0311575 | Time: 1600.39 ms [2021-09-27 17:34:12 main:574] : INFO : Epoch 1544 | loss: 0.0311339 | val_loss: 0.031156 | Time: 1628.03 ms [2021-09-27 17:34:14 main:574] : INFO : Epoch 1545 | loss: 0.0311367 | val_loss: 0.0311575 | Time: 1612.8 ms [2021-09-27 17:34:15 main:574] : INFO : Epoch 1546 | loss: 0.031135 | val_loss: 0.031157 | Time: 1619.11 ms [2021-09-27 17:34:17 main:574] : INFO : Epoch 1547 | loss: 0.0311319 | val_loss: 0.0311613 | Time: 1629.74 ms [2021-09-27 17:34:19 main:574] : INFO : Epoch 1548 | loss: 0.0311345 | val_loss: 0.0311593 | Time: 1601.12 ms [2021-09-27 17:34:20 main:574] : INFO : Epoch 1549 | loss: 0.03113 | val_loss: 0.0311564 | Time: 1601.79 ms [2021-09-27 17:34:22 main:574] : INFO : Epoch 1550 | loss: 0.0311313 | val_loss: 0.0311611 | Time: 1600.44 ms [2021-09-27 17:34:24 main:574] : INFO : Epoch 1551 | loss: 0.0311301 | val_loss: 0.0311585 | Time: 1642.26 ms [2021-09-27 17:34:25 main:574] : INFO : Epoch 1552 | loss: 0.0311275 | val_loss: 0.0311568 | Time: 1600.92 ms [2021-09-27 17:34:27 main:574] : INFO : Epoch 1553 | loss: 0.0311283 | val_loss: 0.0311552 | Time: 1618.82 ms [2021-09-27 17:34:28 main:574] : INFO : Epoch 1554 | loss: 0.031128 | val_loss: 0.0311599 | Time: 1592.67 ms [2021-09-27 17:34:30 main:574] : INFO : Epoch 1555 | loss: 0.031132 | val_loss: 0.031162 | Time: 1595.7 ms [2021-09-27 17:34:32 main:574] : INFO : Epoch 1556 | loss: 0.0311395 | val_loss: 0.0311515 | Time: 1640.27 ms [2021-09-27 17:34:33 main:574] : INFO : Epoch 1557 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 1607.26 ms [2021-09-27 17:34:35 main:574] : INFO : Epoch 1558 | loss: 0.0311369 | val_loss: 0.031148 | Time: 1607.69 ms [2021-09-27 17:34:36 main:574] : INFO : Epoch 1559 | loss: 0.0311353 | val_loss: 0.0311567 | Time: 1610.45 ms [2021-09-27 17:34:38 main:574] : INFO : Epoch 1560 | loss: 0.0311331 | val_loss: 0.0311691 | Time: 1636.62 ms [2021-09-27 17:34:40 main:574] : INFO : Epoch 1561 | loss: 0.0311427 | val_loss: 0.0311575 | Time: 1626.38 ms [2021-09-27 17:34:41 main:574] : INFO : Epoch 1562 | loss: 0.031131 | val_loss: 0.0311522 | Time: 1609.12 ms [2021-09-27 17:34:43 main:574] : INFO : Epoch 1563 | loss: 0.0311342 | val_loss: 0.0311509 | Time: 1605.52 ms [2021-09-27 17:34:45 main:574] : INFO : Epoch 1564 | loss: 0.0311303 | val_loss: 0.0311555 | Time: 1601.68 ms [2021-09-27 17:34:46 main:574] : INFO : Epoch 1565 | loss: 0.0311274 | val_loss: 0.031154 | Time: 1615.34 ms [2021-09-27 17:34:48 main:574] : INFO : Epoch 1566 | loss: 0.031126 | val_loss: 0.0311551 | Time: 1623.06 ms [2021-09-27 17:34:49 main:574] : INFO : Epoch 1567 | loss: 0.0311258 | val_loss: 0.0311587 | Time: 1608.73 ms [2021-09-27 17:34:51 main:574] : INFO : Epoch 1568 | loss: 0.0311263 | val_loss: 0.0311534 | Time: 1581.31 ms [2021-09-27 17:34:53 main:574] : INFO : Epoch 1569 | loss: 0.0311253 | val_loss: 0.0311586 | Time: 1627.71 ms [2021-09-27 17:34:54 main:574] : INFO : Epoch 1570 | loss: 0.0311268 | val_loss: 0.0311585 | Time: 1580.75 ms [2021-09-27 17:34:56 main:574] : INFO : Epoch 1571 | loss: 0.0311256 | val_loss: 0.0311576 | Time: 1620.34 ms [2021-09-27 17:34:57 main:574] : INFO : Epoch 1572 | loss: 0.0311249 | val_loss: 0.0311552 | Time: 1608.39 ms [2021-09-27 17:34:59 main:574] : INFO : Epoch 1573 | loss: 0.0311282 | val_loss: 0.0311729 | Time: 1599.7 ms [2021-09-27 17:35:01 main:574] : INFO : Epoch 1574 | loss: 0.031136 | val_loss: 0.0311628 | Time: 1593.18 ms [2021-09-27 17:35:02 main:574] : INFO : Epoch 1575 | loss: 0.0311335 | val_loss: 0.0311612 | Time: 1612.16 ms [2021-09-27 17:35:04 main:574] : INFO : Epoch 1576 | loss: 0.0311375 | val_loss: 0.0311557 | Time: 1602.06 ms [2021-09-27 17:35:06 main:574] : INFO : Epoch 1577 | loss: 0.0311375 | val_loss: 0.031159 | Time: 1587.16 ms [2021-09-27 17:35:07 main:574] : INFO : Epoch 1578 | loss: 0.031132 | val_loss: 0.0311641 | Time: 1618.76 ms [2021-09-27 17:35:09 main:574] : INFO : Epoch 1579 | loss: 0.0311303 | val_loss: 0.0311533 | Time: 1584.04 ms [2021-09-27 17:35:10 main:574] : INFO : Epoch 1580 | loss: 0.0311395 | val_loss: 0.0311654 | Time: 1584.25 ms [2021-09-27 17:35:12 main:574] : INFO : Epoch 1581 | loss: 0.0311382 | val_loss: 0.0311582 | Time: 1640.23 ms [2021-09-27 17:35:14 main:574] : INFO : Epoch 1582 | loss: 0.0311312 | val_loss: 0.0311495 | Time: 1611.34 ms [2021-09-27 17:35:15 main:574] : INFO : Epoch 1583 | loss: 0.0311294 | val_loss: 0.03115 | Time: 1584.04 ms [2021-09-27 17:35:17 main:574] : INFO : Epoch 1584 | loss: 0.0311266 | val_loss: 0.0311496 | Time: 1638.35 ms [2021-09-27 17:35:18 main:574] : INFO : Epoch 1585 | loss: 0.0311253 | val_loss: 0.0311541 | Time: 1605.7 ms [2021-09-27 17:35:20 main:574] : INFO : Epoch 1586 | loss: 0.0311245 | val_loss: 0.0311515 | Time: 1615.52 ms [2021-09-27 17:35:22 main:574] : INFO : Epoch 1587 | loss: 0.0311253 | val_loss: 0.0311563 | Time: 1604.54 ms [2021-09-27 17:35:23 main:574] : INFO : Epoch 1588 | loss: 0.0311255 | val_loss: 0.0311559 | Time: 1601.02 ms [2021-09-27 17:35:25 main:574] : INFO : Epoch 1589 | loss: 0.031124 | val_loss: 0.031151 | Time: 1610.67 ms [2021-09-27 17:35:27 main:574] : INFO : Epoch 1590 | loss: 0.0311229 | val_loss: 0.0311512 | Time: 1601.13 ms [2021-09-27 17:35:28 main:574] : INFO : Epoch 1591 | loss: 0.0311249 | val_loss: 0.0311538 | Time: 1614.84 ms [2021-09-27 17:35:30 main:574] : INFO : Epoch 1592 | loss: 0.0311266 | val_loss: 0.031159 | Time: 1605.44 ms [2021-09-27 17:35:31 main:574] : INFO : Epoch 1593 | loss: 0.0311333 | val_loss: 0.0311538 | Time: 1605.89 ms [2021-09-27 17:35:33 main:574] : INFO : Epoch 1594 | loss: 0.0311356 | val_loss: 0.0311643 | Time: 1623.46 ms [2021-09-27 17:35:35 main:574] : INFO : Epoch 1595 | loss: 0.031129 | val_loss: 0.0311564 | Time: 1640.26 ms [2021-09-27 17:35:36 main:574] : INFO : Epoch 1596 | loss: 0.031133 | val_loss: 0.0311536 | Time: 1599.63 ms [2021-09-27 17:35:38 main:574] : INFO : Epoch 1597 | loss: 0.0311301 | val_loss: 0.0311626 | Time: 1657.03 ms [2021-09-27 17:35:40 main:574] : INFO : Epoch 1598 | loss: 0.0311248 | val_loss: 0.0311548 | Time: 1609.46 ms [2021-09-27 17:35:41 main:574] : INFO : Epoch 1599 | loss: 0.0311237 | val_loss: 0.0311572 | Time: 1612.9 ms [2021-09-27 17:35:43 main:574] : INFO : Epoch 1600 | loss: 0.0311253 | val_loss: 0.0311599 | Time: 1603.77 ms [2021-09-27 17:35:44 main:574] : INFO : Epoch 1601 | loss: 0.0311222 | val_loss: 0.0311636 | Time: 1604.42 ms [2021-09-27 17:35:46 main:574] : INFO : Epoch 1602 | loss: 0.031126 | val_loss: 0.031157 | Time: 1630.85 ms [2021-09-27 17:35:48 main:574] : INFO : Epoch 1603 | loss: 0.0311251 | val_loss: 0.0311507 | Time: 1584.21 ms [2021-09-27 17:35:49 main:574] : INFO : Epoch 1604 | loss: 0.0311284 | val_loss: 0.0311522 | Time: 1614.37 ms [2021-09-27 17:35:51 main:574] : INFO : Epoch 1605 | loss: 0.0311315 | val_loss: 0.0311685 | Time: 1618.45 ms [2021-09-27 17:35:52 main:574] : INFO : Epoch 1606 | loss: 0.0311249 | val_loss: 0.0311579 | Time: 1645.98 ms [2021-09-27 17:35:54 main:574] : INFO : Epoch 1607 | loss: 0.0311294 | val_loss: 0.0311624 | Time: 1594.11 ms [2021-09-27 17:35:56 main:574] : INFO : Epoch 1608 | loss: 0.0311221 | val_loss: 0.0311592 | Time: 1598.32 ms [2021-09-27 17:35:57 main:574] : INFO : Epoch 1609 | loss: 0.0311204 | val_loss: 0.0311601 | Time: 1604.34 ms [2021-09-27 17:35:59 main:574] : INFO : Epoch 1610 | loss: 0.03112 | val_loss: 0.031157 | Time: 1617.98 ms [2021-09-27 17:36:01 main:574] : INFO : Epoch 1611 | loss: 0.0311235 | val_loss: 0.0311609 | Time: 1624.8 ms [2021-09-27 17:36:02 main:574] : INFO : Epoch 1612 | loss: 0.0311209 | val_loss: 0.031161 | Time: 1615.62 ms [2021-09-27 17:36:04 main:574] : INFO : Epoch 1613 | loss: 0.0311181 | val_loss: 0.0311572 | Time: 1610.69 ms [2021-09-27 17:36:05 main:574] : INFO : Epoch 1614 | loss: 0.0311227 | val_loss: 0.0311529 | Time: 1583.13 ms [2021-09-27 17:36:07 main:574] : INFO : Epoch 1615 | loss: 0.0311189 | val_loss: 0.0311566 | Time: 1605.33 ms [2021-09-27 17:36:09 main:574] : INFO : Epoch 1616 | loss: 0.03112 | val_loss: 0.0311558 | Time: 1602.12 ms [2021-09-27 17:36:10 main:574] : INFO : Epoch 1617 | loss: 0.0311202 | val_loss: 0.0311579 | Time: 1622.07 ms [2021-09-27 17:36:12 main:574] : INFO : Epoch 1618 | loss: 0.0311205 | val_loss: 0.0311689 | Time: 1570.8 ms [2021-09-27 17:36:13 main:574] : INFO : Epoch 1619 | loss: 0.0311253 | val_loss: 0.0311571 | Time: 1631.12 ms [2021-09-27 17:36:15 main:574] : INFO : Epoch 1620 | loss: 0.0311196 | val_loss: 0.0311696 | Time: 1605.3 ms [2021-09-27 17:36:17 main:574] : INFO : Epoch 1621 | loss: 0.0311237 | val_loss: 0.0311542 | Time: 1627.54 ms [2021-09-27 17:36:18 main:574] : INFO : Epoch 1622 | loss: 0.0311206 | val_loss: 0.0311557 | Time: 1608.37 ms [2021-09-27 17:36:20 main:574] : INFO : Epoch 1623 | loss: 0.0311194 | val_loss: 0.0311692 | Time: 1644.41 ms [2021-09-27 17:36:22 main:574] : INFO : Epoch 1624 | loss: 0.0311186 | val_loss: 0.0311583 | Time: 1615.49 ms [2021-09-27 17:36:23 main:574] : INFO : Epoch 1625 | loss: 0.0311184 | val_loss: 0.0311562 | Time: 1587.02 ms [2021-09-27 17:36:25 main:574] : INFO : Epoch 1626 | loss: 0.0311314 | val_loss: 0.0311589 | Time: 1590.05 ms [2021-09-27 17:36:26 main:574] : INFO : Epoch 1627 | loss: 0.0311292 | val_loss: 0.0311638 | Time: 1616.83 ms [2021-09-27 17:36:28 main:574] : INFO : Epoch 1628 | loss: 0.0311182 | val_loss: 0.0311593 | Time: 1633.67 ms [2021-09-27 17:36:30 main:574] : INFO : Epoch 1629 | loss: 0.0311178 | val_loss: 0.0311603 | Time: 1571.48 ms [2021-09-27 17:36:31 main:574] : INFO : Epoch 1630 | loss: 0.031118 | val_loss: 0.0311621 | Time: 1587.85 ms [2021-09-27 17:36:33 main:574] : INFO : Epoch 1631 | loss: 0.0311175 | val_loss: 0.0311554 | Time: 1608.95 ms [2021-09-27 17:36:34 main:574] : INFO : Epoch 1632 | loss: 0.0311194 | val_loss: 0.0311537 | Time: 1604.27 ms [2021-09-27 17:36:36 main:574] : INFO : Epoch 1633 | loss: 0.0311258 | val_loss: 0.0311635 | Time: 1585.76 ms [2021-09-27 17:36:38 main:574] : INFO : Epoch 1634 | loss: 0.0311292 | val_loss: 0.0311549 | Time: 1595.43 ms [2021-09-27 17:36:39 main:574] : INFO : Epoch 1635 | loss: 0.0311278 | val_loss: 0.0311661 | Time: 1598.51 ms [2021-09-27 17:36:41 main:574] : INFO : Epoch 1636 | loss: 0.0311224 | val_loss: 0.0311572 | Time: 1574.53 ms [2021-09-27 17:36:42 main:574] : INFO : Epoch 1637 | loss: 0.0311218 | val_loss: 0.031159 | Time: 1627.93 ms [2021-09-27 17:36:44 main:574] : INFO : Epoch 1638 | loss: 0.0311297 | val_loss: 0.0311623 | Time: 1608.7 ms [2021-09-27 17:36:46 main:574] : INFO : Epoch 1639 | loss: 0.0311252 | val_loss: 0.0311724 | Time: 1603.65 ms [2021-09-27 17:36:47 main:574] : INFO : Epoch 1640 | loss: 0.0311251 | val_loss: 0.0311558 | Time: 1607.66 ms [2021-09-27 17:36:49 main:574] : INFO : Epoch 1641 | loss: 0.0311265 | val_loss: 0.0311537 | Time: 1624.22 ms [2021-09-27 17:36:51 main:574] : INFO : Epoch 1642 | loss: 0.0311281 | val_loss: 0.0311611 | Time: 1603.52 ms [2021-09-27 17:36:52 main:574] : INFO : Epoch 1643 | loss: 0.031126 | val_loss: 0.031163 | Time: 1586.41 ms [2021-09-27 17:36:54 main:574] : INFO : Epoch 1644 | loss: 0.0311221 | val_loss: 0.0311551 | Time: 1570.44 ms [2021-09-27 17:36:55 main:574] : INFO : Epoch 1645 | loss: 0.0311205 | val_loss: 0.0311547 | Time: 1611.32 ms [2021-09-27 17:36:57 main:574] : INFO : Epoch 1646 | loss: 0.0311212 | val_loss: 0.0311562 | Time: 1584.96 ms [2021-09-27 17:36:59 main:574] : INFO : Epoch 1647 | loss: 0.0311251 | val_loss: 0.031155 | Time: 1609.47 ms [2021-09-27 17:37:00 main:574] : INFO : Epoch 1648 | loss: 0.0311264 | val_loss: 0.0311618 | Time: 1632.44 ms [2021-09-27 17:37:02 main:574] : INFO : Epoch 1649 | loss: 0.0311239 | val_loss: 0.0311717 | Time: 1562.63 ms [2021-09-27 17:37:03 main:574] : INFO : Epoch 1650 | loss: 0.0311294 | val_loss: 0.0311688 | Time: 1597.9 ms [2021-09-27 17:37:05 main:574] : INFO : Epoch 1651 | loss: 0.0311272 | val_loss: 0.031156 | Time: 1638.69 ms [2021-09-27 17:37:07 main:574] : INFO : Epoch 1652 | loss: 0.0311181 | val_loss: 0.0311571 | Time: 1623.19 ms [2021-09-27 17:37:08 main:574] : INFO : Epoch 1653 | loss: 0.0311182 | val_loss: 0.0311557 | Time: 1617.55 ms [2021-09-27 17:37:10 main:574] : INFO : Epoch 1654 | loss: 0.0311173 | val_loss: 0.0311539 | Time: 1645.78 ms [2021-09-27 17:37:12 main:574] : INFO : Epoch 1655 | loss: 0.0311205 | val_loss: 0.0311661 | Time: 1610.87 ms [2021-09-27 17:37:13 main:574] : INFO : Epoch 1656 | loss: 0.0311196 | val_loss: 0.0311557 | Time: 1593.28 ms [2021-09-27 17:37:15 main:574] : INFO : Epoch 1657 | loss: 0.0311204 | val_loss: 0.0311675 | Time: 1596.34 ms [2021-09-27 17:37:16 main:574] : INFO : Epoch 1658 | loss: 0.0311218 | val_loss: 0.0311567 | Time: 1607.45 ms [2021-09-27 17:37:18 main:574] : INFO : Epoch 1659 | loss: 0.0311228 | val_loss: 0.0311655 | Time: 1614.66 ms [2021-09-27 17:37:20 main:574] : INFO : Epoch 1660 | loss: 0.031127 | val_loss: 0.031152 | Time: 1616.86 ms [2021-09-27 17:37:21 main:574] : INFO : Epoch 1661 | loss: 0.031122 | val_loss: 0.0311516 | Time: 1584.09 ms [2021-09-27 17:37:23 main:574] : INFO : Epoch 1662 | loss: 0.0311291 | val_loss: 0.0311689 | Time: 1591.57 ms [2021-09-27 17:37:24 main:574] : INFO : Epoch 1663 | loss: 0.0311435 | val_loss: 0.0311505 | Time: 1620.86 ms [2021-09-27 17:37:26 main:574] : INFO : Epoch 1664 | loss: 0.0311299 | val_loss: 0.0311565 | Time: 1599.62 ms [2021-09-27 17:37:28 main:574] : INFO : Epoch 1665 | loss: 0.0311233 | val_loss: 0.0311454 | Time: 1612.62 ms [2021-09-27 17:37:29 main:574] : INFO : Epoch 1666 | loss: 0.0311235 | val_loss: 0.0311488 | Time: 1609.65 ms [2021-09-27 17:37:31 main:574] : INFO : Epoch 1667 | loss: 0.0311192 | val_loss: 0.0311542 | Time: 1602.48 ms [2021-09-27 17:37:32 main:574] : INFO : Epoch 1668 | loss: 0.0311269 | val_loss: 0.0311474 | Time: 1594.61 ms [2021-09-27 17:37:34 main:574] : INFO : Epoch 1669 | loss: 0.0311294 | val_loss: 0.0311559 | Time: 1614.77 ms [2021-09-27 17:37:36 main:574] : INFO : Epoch 1670 | loss: 0.0311195 | val_loss: 0.0311484 | Time: 1623.5 ms [2021-09-27 17:37:37 main:574] : INFO : Epoch 1671 | loss: 0.0311228 | val_loss: 0.0311486 | Time: 1611.68 ms [2021-09-27 17:37:39 main:574] : INFO : Epoch 1672 | loss: 0.0311166 | val_loss: 0.0311518 | Time: 1603.56 ms [2021-09-27 17:37:41 main:574] : INFO : Epoch 1673 | loss: 0.0311169 | val_loss: 0.0311598 | Time: 1618.32 ms [2021-09-27 17:37:42 main:574] : INFO : Epoch 1674 | loss: 0.0311159 | val_loss: 0.03116 | Time: 1710.45 ms [2021-09-27 17:37:44 main:574] : INFO : Epoch 1675 | loss: 0.0311216 | val_loss: 0.031161 | Time: 1710.28 ms [2021-09-27 17:37:46 main:574] : INFO : Epoch 1676 | loss: 0.0311166 | val_loss: 0.0311532 | Time: 1701.22 ms [2021-09-27 17:37:47 main:574] : INFO : Epoch 1677 | loss: 0.0311191 | val_loss: 0.0311731 | Time: 1630.38 ms [2021-09-27 17:37:49 main:574] : INFO : Epoch 1678 | loss: 0.0311206 | val_loss: 0.0311535 | Time: 1617.04 ms [2021-09-27 17:37:51 main:574] : INFO : Epoch 1679 | loss: 0.0311225 | val_loss: 0.0311656 | Time: 1649.09 ms [2021-09-27 17:37:52 main:574] : INFO : Epoch 1680 | loss: 0.0311317 | val_loss: 0.031169 | Time: 1632.67 ms [2021-09-27 17:37:54 main:574] : INFO : Epoch 1681 | loss: 0.0311434 | val_loss: 0.0311512 | Time: 1634.04 ms [2021-09-27 17:37:56 main:574] : INFO : Epoch 1682 | loss: 0.0311361 | val_loss: 0.0311634 | Time: 1639.14 ms [2021-09-27 17:37:57 main:574] : INFO : Epoch 1683 | loss: 0.0311312 | val_loss: 0.0311498 | Time: 1611.32 ms [2021-09-27 17:37:59 main:574] : INFO : Epoch 1684 | loss: 0.0311276 | val_loss: 0.0311423 | Time: 1594.32 ms [2021-09-27 17:38:00 main:574] : INFO : Epoch 1685 | loss: 0.0311241 | val_loss: 0.0311457 | Time: 1600.18 ms [2021-09-27 17:38:02 main:574] : INFO : Epoch 1686 | loss: 0.0311214 | val_loss: 0.0311513 | Time: 1592.28 ms [2021-09-27 17:38:04 main:574] : INFO : Epoch 1687 | loss: 0.0311223 | val_loss: 0.0311546 | Time: 1630.56 ms [2021-09-27 17:38:05 main:574] : INFO : Epoch 1688 | loss: 0.0311192 | val_loss: 0.0311503 | Time: 1604.83 ms [2021-09-27 17:38:07 main:574] : INFO : Epoch 1689 | loss: 0.0311201 | val_loss: 0.0311503 | Time: 1594.86 ms [2021-09-27 17:38:08 main:574] : INFO : Epoch 1690 | loss: 0.0311268 | val_loss: 0.0311824 | Time: 1616.58 ms [2021-09-27 17:38:10 main:574] : INFO : Epoch 1691 | loss: 0.0311249 | val_loss: 0.0311522 | Time: 1601.31 ms [2021-09-27 17:38:12 main:574] : INFO : Epoch 1692 | loss: 0.031121 | val_loss: 0.0311493 | Time: 1600.03 ms [2021-09-27 17:38:13 main:574] : INFO : Epoch 1693 | loss: 0.0311184 | val_loss: 0.0311504 | Time: 1618.55 ms [2021-09-27 17:38:15 main:574] : INFO : Epoch 1694 | loss: 0.0311167 | val_loss: 0.0311542 | Time: 1589.55 ms [2021-09-27 17:38:16 main:574] : INFO : Epoch 1695 | loss: 0.0311157 | val_loss: 0.0311499 | Time: 1608.47 ms [2021-09-27 17:38:18 main:574] : INFO : Epoch 1696 | loss: 0.0311194 | val_loss: 0.0311556 | Time: 1588.54 ms [2021-09-27 17:38:20 main:574] : INFO : Epoch 1697 | loss: 0.0311214 | val_loss: 0.031154 | Time: 1626.58 ms [2021-09-27 17:38:21 main:574] : INFO : Epoch 1698 | loss: 0.031119 | val_loss: 0.0311591 | Time: 1616.46 ms [2021-09-27 17:38:23 main:574] : INFO : Epoch 1699 | loss: 0.0311181 | val_loss: 0.0311527 | Time: 1610.44 ms [2021-09-27 17:38:25 main:574] : INFO : Epoch 1700 | loss: 0.0311167 | val_loss: 0.0311467 | Time: 1610.72 ms [2021-09-27 17:38:26 main:574] : INFO : Epoch 1701 | loss: 0.0311184 | val_loss: 0.0311492 | Time: 1602.08 ms [2021-09-27 17:38:28 main:574] : INFO : Epoch 1702 | loss: 0.0311164 | val_loss: 0.0311518 | Time: 1617.92 ms [2021-09-27 17:38:29 main:574] : INFO : Epoch 1703 | loss: 0.0311174 | val_loss: 0.0311539 | Time: 1607.04 ms [2021-09-27 17:38:31 main:574] : INFO : Epoch 1704 | loss: 0.0311221 | val_loss: 0.0311502 | Time: 1595.19 ms [2021-09-27 17:38:33 main:574] : INFO : Epoch 1705 | loss: 0.0311185 | val_loss: 0.0311475 | Time: 1601.42 ms [2021-09-27 17:38:34 main:574] : INFO : Epoch 1706 | loss: 0.0311179 | val_loss: 0.0311497 | Time: 1637.57 ms [2021-09-27 17:38:36 main:574] : INFO : Epoch 1707 | loss: 0.0311144 | val_loss: 0.0311546 | Time: 1613.12 ms [2021-09-27 17:38:38 main:574] : INFO : Epoch 1708 | loss: 0.0311141 | val_loss: 0.0311482 | Time: 1610.35 ms [2021-09-27 17:38:39 main:574] : INFO : Epoch 1709 | loss: 0.0311161 | val_loss: 0.0311545 | Time: 1580.77 ms [2021-09-27 17:38:41 main:574] : INFO : Epoch 1710 | loss: 0.0311157 | val_loss: 0.0311521 | Time: 1610.58 ms [2021-09-27 17:38:42 main:574] : INFO : Epoch 1711 | loss: 0.0311133 | val_loss: 0.0311508 | Time: 1577.66 ms [2021-09-27 17:38:44 main:574] : INFO : Epoch 1712 | loss: 0.0311191 | val_loss: 0.0311582 | Time: 1611.25 ms [2021-09-27 17:38:46 main:574] : INFO : Epoch 1713 | loss: 0.0311239 | val_loss: 0.0311532 | Time: 1610.4 ms [2021-09-27 17:38:47 main:574] : INFO : Epoch 1714 | loss: 0.0311188 | val_loss: 0.0311487 | Time: 1567.22 ms [2021-09-27 17:38:49 main:574] : INFO : Epoch 1715 | loss: 0.0311171 | val_loss: 0.031151 | Time: 1628.17 ms [2021-09-27 17:38:50 main:574] : INFO : Epoch 1716 | loss: 0.0311247 | val_loss: 0.031153 | Time: 1615.72 ms [2021-09-27 17:38:52 main:574] : INFO : Epoch 1717 | loss: 0.0311374 | val_loss: 0.031159 | Time: 1642.39 ms [2021-09-27 17:38:54 main:574] : INFO : Epoch 1718 | loss: 0.0311297 | val_loss: 0.031152 | Time: 1619.19 ms [2021-09-27 17:38:55 main:574] : INFO : Epoch 1719 | loss: 0.0311229 | val_loss: 0.0311462 | Time: 1604.52 ms [2021-09-27 17:38:57 main:574] : INFO : Epoch 1720 | loss: 0.03112 | val_loss: 0.03115 | Time: 1615.87 ms [2021-09-27 17:38:58 main:574] : INFO : Epoch 1721 | loss: 0.0311225 | val_loss: 0.0311588 | Time: 1596.98 ms [2021-09-27 17:39:00 main:574] : INFO : Epoch 1722 | loss: 0.0311223 | val_loss: 0.0311693 | Time: 1588.26 ms [2021-09-27 17:39:02 main:574] : INFO : Epoch 1723 | loss: 0.0311296 | val_loss: 0.0311685 | Time: 1592.8 ms [2021-09-27 17:39:03 main:574] : INFO : Epoch 1724 | loss: 0.031122 | val_loss: 0.0311531 | Time: 1592.91 ms [2021-09-27 17:39:05 main:574] : INFO : Epoch 1725 | loss: 0.031118 | val_loss: 0.0311493 | Time: 1616.46 ms [2021-09-27 17:39:07 main:574] : INFO : Epoch 1726 | loss: 0.0311154 | val_loss: 0.0311477 | Time: 1614.26 ms [2021-09-27 17:39:08 main:574] : INFO : Epoch 1727 | loss: 0.0311142 | val_loss: 0.0311505 | Time: 1604.44 ms [2021-09-27 17:39:10 main:574] : INFO : Epoch 1728 | loss: 0.031117 | val_loss: 0.0311553 | Time: 1614.95 ms [2021-09-27 17:39:11 main:574] : INFO : Epoch 1729 | loss: 0.0311157 | val_loss: 0.0311507 | Time: 1650.12 ms [2021-09-27 17:39:13 main:574] : INFO : Epoch 1730 | loss: 0.0311228 | val_loss: 0.0311588 | Time: 1597.9 ms [2021-09-27 17:39:15 main:574] : INFO : Epoch 1731 | loss: 0.0311186 | val_loss: 0.03115 | Time: 1621.64 ms [2021-09-27 17:39:16 main:574] : INFO : Epoch 1732 | loss: 0.0311153 | val_loss: 0.0311546 | Time: 1596.34 ms [2021-09-27 17:39:18 main:574] : INFO : Epoch 1733 | loss: 0.0311114 | val_loss: 0.0311501 | Time: 1605.7 ms [2021-09-27 17:39:19 main:574] : INFO : Epoch 1734 | loss: 0.0311108 | val_loss: 0.0311501 | Time: 1610.4 ms [2021-09-27 17:39:21 main:574] : INFO : Epoch 1735 | loss: 0.0311107 | val_loss: 0.0311511 | Time: 1653.77 ms [2021-09-27 17:39:23 main:574] : INFO : Epoch 1736 | loss: 0.0311119 | val_loss: 0.0311533 | Time: 1609.78 ms [2021-09-27 17:39:24 main:574] : INFO : Epoch 1737 | loss: 0.0311248 | val_loss: 0.0311874 | Time: 1629.2 ms [2021-09-27 17:39:26 main:574] : INFO : Epoch 1738 | loss: 0.0311324 | val_loss: 0.0311655 | Time: 1630.52 ms [2021-09-27 17:39:28 main:574] : INFO : Epoch 1739 | loss: 0.0311179 | val_loss: 0.0311498 | Time: 1617.02 ms [2021-09-27 17:39:29 main:574] : INFO : Epoch 1740 | loss: 0.031112 | val_loss: 0.0311541 | Time: 1611.48 ms [2021-09-27 17:39:31 main:574] : INFO : Epoch 1741 | loss: 0.0311191 | val_loss: 0.0311594 | Time: 1576.2 ms [2021-09-27 17:39:32 main:574] : INFO : Epoch 1742 | loss: 0.0311144 | val_loss: 0.0311653 | Time: 1600.62 ms [2021-09-27 17:39:34 main:574] : INFO : Epoch 1743 | loss: 0.031118 | val_loss: 0.0311514 | Time: 1632.65 ms [2021-09-27 17:39:36 main:574] : INFO : Epoch 1744 | loss: 0.0311101 | val_loss: 0.0311594 | Time: 1587.66 ms [2021-09-27 17:39:37 main:574] : INFO : Epoch 1745 | loss: 0.031113 | val_loss: 0.0311541 | Time: 1616.2 ms [2021-09-27 17:39:39 main:574] : INFO : Epoch 1746 | loss: 0.0311167 | val_loss: 0.031163 | Time: 1622.65 ms [2021-09-27 17:39:41 main:574] : INFO : Epoch 1747 | loss: 0.0311225 | val_loss: 0.0311482 | Time: 1620.02 ms [2021-09-27 17:39:42 main:574] : INFO : Epoch 1748 | loss: 0.0311132 | val_loss: 0.0311539 | Time: 1619.98 ms [2021-09-27 17:39:44 main:574] : INFO : Epoch 1749 | loss: 0.0311128 | val_loss: 0.0311494 | Time: 1606.29 ms [2021-09-27 17:39:45 main:574] : INFO : Epoch 1750 | loss: 0.0311171 | val_loss: 0.0311509 | Time: 1612.2 ms [2021-09-27 17:39:47 main:574] : INFO : Epoch 1751 | loss: 0.0311113 | val_loss: 0.0311539 | Time: 1597.72 ms [2021-09-27 17:39:49 main:574] : INFO : Epoch 1752 | loss: 0.0311131 | val_loss: 0.0311648 | Time: 1597.52 ms [2021-09-27 17:39:50 main:574] : INFO : Epoch 1753 | loss: 0.0311213 | val_loss: 0.03117 | Time: 1571.74 ms [2021-09-27 17:39:52 main:574] : INFO : Epoch 1754 | loss: 0.0311128 | val_loss: 0.0311652 | Time: 1619.47 ms [2021-09-27 17:39:53 main:574] : INFO : Epoch 1755 | loss: 0.0311086 | val_loss: 0.0311597 | Time: 1607.05 ms [2021-09-27 17:39:55 main:574] : INFO : Epoch 1756 | loss: 0.0311086 | val_loss: 0.0311616 | Time: 1601.76 ms [2021-09-27 17:39:57 main:574] : INFO : Epoch 1757 | loss: 0.0311135 | val_loss: 0.0311724 | Time: 1572.62 ms [2021-09-27 17:39:58 main:574] : INFO : Epoch 1758 | loss: 0.0311117 | val_loss: 0.0311556 | Time: 1608.16 ms [2021-09-27 17:40:00 main:574] : INFO : Epoch 1759 | loss: 0.0311113 | val_loss: 0.0311644 | Time: 1623.6 ms [2021-09-27 17:40:02 main:574] : INFO : Epoch 1760 | loss: 0.0311117 | val_loss: 0.031156 | Time: 1630.77 ms [2021-09-27 17:40:03 main:574] : INFO : Epoch 1761 | loss: 0.0311098 | val_loss: 0.0311574 | Time: 1645.64 ms [2021-09-27 17:40:05 main:574] : INFO : Epoch 1762 | loss: 0.0311075 | val_loss: 0.0311612 | Time: 1599.25 ms [2021-09-27 17:40:06 main:574] : INFO : Epoch 1763 | loss: 0.0311055 | val_loss: 0.0311583 | Time: 1624.65 ms [2021-09-27 17:40:08 main:574] : INFO : Epoch 1764 | loss: 0.0311086 | val_loss: 0.0311641 | Time: 1603.74 ms [2021-09-27 17:40:10 main:574] : INFO : Epoch 1765 | loss: 0.031109 | val_loss: 0.0311534 | Time: 1574.54 ms [2021-09-27 17:40:11 main:574] : INFO : Epoch 1766 | loss: 0.0311095 | val_loss: 0.0311534 | Time: 1595.91 ms [2021-09-27 17:40:13 main:574] : INFO : Epoch 1767 | loss: 0.0311135 | val_loss: 0.0311524 | Time: 1630.61 ms [2021-09-27 17:40:14 main:574] : INFO : Epoch 1768 | loss: 0.0311145 | val_loss: 0.031154 | Time: 1574.17 ms [2021-09-27 17:40:16 main:574] : INFO : Epoch 1769 | loss: 0.0311124 | val_loss: 0.03115 | Time: 1596.94 ms [2021-09-27 17:40:18 main:574] : INFO : Epoch 1770 | loss: 0.0311106 | val_loss: 0.0311511 | Time: 1618.28 ms [2021-09-27 17:40:19 main:574] : INFO : Epoch 1771 | loss: 0.0311144 | val_loss: 0.0311528 | Time: 1602.61 ms [2021-09-27 17:40:21 main:574] : INFO : Epoch 1772 | loss: 0.0311145 | val_loss: 0.0311543 | Time: 1623.61 ms [2021-09-27 17:40:23 main:574] : INFO : Epoch 1773 | loss: 0.0311213 | val_loss: 0.0311565 | Time: 1616.81 ms [2021-09-27 17:40:24 main:574] : INFO : Epoch 1774 | loss: 0.0311177 | val_loss: 0.03115 | Time: 1613.24 ms [2021-09-27 17:40:26 main:574] : INFO : Epoch 1775 | loss: 0.031118 | val_loss: 0.0311507 | Time: 1626.84 ms [2021-09-27 17:40:27 main:574] : INFO : Epoch 1776 | loss: 0.0311101 | val_loss: 0.0311529 | Time: 1581.91 ms [2021-09-27 17:40:29 main:574] : INFO : Epoch 1777 | loss: 0.0311114 | val_loss: 0.0311576 | Time: 1587.73 ms [2021-09-27 17:40:31 main:574] : INFO : Epoch 1778 | loss: 0.0311104 | val_loss: 0.0311523 | Time: 1590.9 ms [2021-09-27 17:40:32 main:574] : INFO : Epoch 1779 | loss: 0.0311092 | val_loss: 0.0311577 | Time: 1595.04 ms [2021-09-27 17:40:34 main:574] : INFO : Epoch 1780 | loss: 0.0311049 | val_loss: 0.03116 | Time: 1607.3 ms [2021-09-27 17:40:35 main:574] : INFO : Epoch 1781 | loss: 0.0311048 | val_loss: 0.0311519 | Time: 1599.13 ms [2021-09-27 17:40:37 main:574] : INFO : Epoch 1782 | loss: 0.0311071 | val_loss: 0.0311523 | Time: 1603.65 ms [2021-09-27 17:40:39 main:574] : INFO : Epoch 1783 | loss: 0.0311104 | val_loss: 0.0311697 | Time: 1594.89 ms [2021-09-27 17:40:40 main:574] : INFO : Epoch 1784 | loss: 0.0311096 | val_loss: 0.0311612 | Time: 1614.56 ms [2021-09-27 17:40:42 main:574] : INFO : Epoch 1785 | loss: 0.031105 | val_loss: 0.0311527 | Time: 1665.01 ms [2021-09-27 17:40:44 main:574] : INFO : Epoch 1786 | loss: 0.0311043 | val_loss: 0.03115 | Time: 1622.74 ms [2021-09-27 17:40:45 main:574] : INFO : Epoch 1787 | loss: 0.0311058 | val_loss: 0.0311518 | Time: 1603.67 ms [2021-09-27 17:40:47 main:574] : INFO : Epoch 1788 | loss: 0.0311057 | val_loss: 0.0311528 | Time: 1624.66 ms [2021-09-27 17:40:48 main:574] : INFO : Epoch 1789 | loss: 0.0311041 | val_loss: 0.0311564 | Time: 1629.77 ms [2021-09-27 17:40:50 main:574] : INFO : Epoch 1790 | loss: 0.031103 | val_loss: 0.0311523 | Time: 1602.74 ms [2021-09-27 17:40:52 main:574] : INFO : Epoch 1791 | loss: 0.0311073 | val_loss: 0.0311557 | Time: 1575.1 ms [2021-09-27 17:40:53 main:574] : INFO : Epoch 1792 | loss: 0.0311104 | val_loss: 0.0311524 | Time: 1598 ms [2021-09-27 17:40:55 main:574] : INFO : Epoch 1793 | loss: 0.0311106 | val_loss: 0.0311466 | Time: 1605.04 ms [2021-09-27 17:40:56 main:574] : INFO : Epoch 1794 | loss: 0.0311062 | val_loss: 0.0311542 | Time: 1594.41 ms [2021-09-27 17:40:58 main:574] : INFO : Epoch 1795 | loss: 0.0311092 | val_loss: 0.0311481 | Time: 1606.94 ms [2021-09-27 17:41:00 main:574] : INFO : Epoch 1796 | loss: 0.0311111 | val_loss: 0.0311537 | Time: 1595.92 ms [2021-09-27 17:41:01 main:574] : INFO : Epoch 1797 | loss: 0.0311181 | val_loss: 0.0311597 | Time: 1609.9 ms [2021-09-27 17:41:03 main:574] : INFO : Epoch 1798 | loss: 0.0311273 | val_loss: 0.0311583 | Time: 1622.61 ms [2021-09-27 17:41:04 main:574] : INFO : Epoch 1799 | loss: 0.0311233 | val_loss: 0.0311591 | Time: 1626.44 ms [2021-09-27 17:41:06 main:574] : INFO : Epoch 1800 | loss: 0.0311207 | val_loss: 0.031144 | Time: 1575.45 ms [2021-09-27 17:41:08 main:574] : INFO : Epoch 1801 | loss: 0.0311184 | val_loss: 0.0311484 | Time: 1621.76 ms [2021-09-27 17:41:09 main:574] : INFO : Epoch 1802 | loss: 0.0311177 | val_loss: 0.03116 | Time: 1610.8 ms [2021-09-27 17:41:11 main:574] : INFO : Epoch 1803 | loss: 0.0311151 | val_loss: 0.0311698 | Time: 1617.07 ms [2021-09-27 17:41:13 main:574] : INFO : Epoch 1804 | loss: 0.0311154 | val_loss: 0.031156 | Time: 1626.69 ms [2021-09-27 17:41:14 main:574] : INFO : Epoch 1805 | loss: 0.0311164 | val_loss: 0.0311653 | Time: 1592.78 ms [2021-09-27 17:41:16 main:574] : INFO : Epoch 1806 | loss: 0.0311106 | val_loss: 0.0311568 | Time: 1571.71 ms [2021-09-27 17:41:17 main:574] : INFO : Epoch 1807 | loss: 0.0311084 | val_loss: 0.0311499 | Time: 1602.49 ms [2021-09-27 17:41:19 main:574] : INFO : Epoch 1808 | loss: 0.0311096 | val_loss: 0.0311498 | Time: 1605.88 ms [2021-09-27 17:41:21 main:574] : INFO : Epoch 1809 | loss: 0.0311087 | val_loss: 0.031156 | Time: 1594.47 ms [2021-09-27 17:41:22 main:574] : INFO : Epoch 1810 | loss: 0.0311043 | val_loss: 0.0311602 | Time: 1624.02 ms [2021-09-27 17:41:24 main:574] : INFO : Epoch 1811 | loss: 0.0311031 | val_loss: 0.0311542 | Time: 1643.7 ms [2021-09-27 17:41:25 main:574] : INFO : Epoch 1812 | loss: 0.0311062 | val_loss: 0.0311548 | Time: 1598.25 ms [2021-09-27 17:41:27 main:574] : INFO : Epoch 1813 | loss: 0.0311097 | val_loss: 0.03118 | Time: 1597.45 ms [2021-09-27 17:41:29 main:574] : INFO : Epoch 1814 | loss: 0.0311345 | val_loss: 0.0312416 | Time: 1582.34 ms [2021-09-27 17:41:30 main:574] : INFO : Epoch 1815 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 1629.17 ms [2021-09-27 17:41:32 main:574] : INFO : Epoch 1816 | loss: 0.0311187 | val_loss: 0.0311614 | Time: 1590.77 ms [2021-09-27 17:41:34 main:574] : INFO : Epoch 1817 | loss: 0.0311085 | val_loss: 0.0311599 | Time: 1615.93 ms [2021-09-27 17:41:35 main:574] : INFO : Epoch 1818 | loss: 0.0311043 | val_loss: 0.031157 | Time: 1590.76 ms [2021-09-27 17:41:37 main:574] : INFO : Epoch 1819 | loss: 0.0311076 | val_loss: 0.0311607 | Time: 1584.48 ms [2021-09-27 17:41:38 main:574] : INFO : Epoch 1820 | loss: 0.0311062 | val_loss: 0.0311519 | Time: 1579.07 ms [2021-09-27 17:41:40 main:574] : INFO : Epoch 1821 | loss: 0.0311039 | val_loss: 0.0311562 | Time: 1625.51 ms [2021-09-27 17:41:42 main:574] : INFO : Epoch 1822 | loss: 0.0311168 | val_loss: 0.0311555 | Time: 1595.45 ms [2021-09-27 17:41:43 main:574] : INFO : Epoch 1823 | loss: 0.0311154 | val_loss: 0.0311507 | Time: 1567.38 ms [2021-09-27 17:41:45 main:574] : INFO : Epoch 1824 | loss: 0.0311171 | val_loss: 0.0311541 | Time: 1587.26 ms [2021-09-27 17:41:46 main:574] : INFO : Epoch 1825 | loss: 0.0311156 | val_loss: 0.0311562 | Time: 1615.53 ms [2021-09-27 17:41:48 main:574] : INFO : Epoch 1826 | loss: 0.031121 | val_loss: 0.0311643 | Time: 1570.78 ms [2021-09-27 17:41:49 main:574] : INFO : Epoch 1827 | loss: 0.0311172 | val_loss: 0.0311567 | Time: 1603.54 ms [2021-09-27 17:41:51 main:574] : INFO : Epoch 1828 | loss: 0.0311126 | val_loss: 0.031155 | Time: 1601.29 ms [2021-09-27 17:41:53 main:574] : INFO : Epoch 1829 | loss: 0.0311114 | val_loss: 0.0311515 | Time: 1612.01 ms [2021-09-27 17:41:54 main:574] : INFO : Epoch 1830 | loss: 0.0311113 | val_loss: 0.0311525 | Time: 1608.58 ms [2021-09-27 17:41:56 main:574] : INFO : Epoch 1831 | loss: 0.0311114 | val_loss: 0.0311657 | Time: 1615.13 ms [2021-09-27 17:41:58 main:574] : INFO : Epoch 1832 | loss: 0.0311101 | val_loss: 0.0311617 | Time: 1631.82 ms [2021-09-27 17:41:59 main:574] : INFO : Epoch 1833 | loss: 0.0311093 | val_loss: 0.0311547 | Time: 1588.48 ms [2021-09-27 17:42:01 main:574] : INFO : Epoch 1834 | loss: 0.03111 | val_loss: 0.0311524 | Time: 1601.99 ms [2021-09-27 17:42:02 main:574] : INFO : Epoch 1835 | loss: 0.0311115 | val_loss: 0.0311564 | Time: 1620.88 ms [2021-09-27 17:42:04 main:574] : INFO : Epoch 1836 | loss: 0.0311068 | val_loss: 0.0311523 | Time: 1618.6 ms [2021-09-27 17:42:06 main:574] : INFO : Epoch 1837 | loss: 0.0311052 | val_loss: 0.0311526 | Time: 1577.97 ms [2021-09-27 17:42:07 main:574] : INFO : Epoch 1838 | loss: 0.0311033 | val_loss: 0.0311567 | Time: 1599.46 ms [2021-09-27 17:42:09 main:574] : INFO : Epoch 1839 | loss: 0.0311016 | val_loss: 0.0311579 | Time: 1629.76 ms [2021-09-27 17:42:10 main:574] : INFO : Epoch 1840 | loss: 0.0311012 | val_loss: 0.0311583 | Time: 1586.59 ms [2021-09-27 17:42:12 main:574] : INFO : Epoch 1841 | loss: 0.0311013 | val_loss: 0.0311532 | Time: 1576.52 ms [2021-09-27 17:42:14 main:574] : INFO : Epoch 1842 | loss: 0.0311034 | val_loss: 0.0311517 | Time: 1630.28 ms [2021-09-27 17:42:15 main:574] : INFO : Epoch 1843 | loss: 0.0311066 | val_loss: 0.0311551 | Time: 1584.64 ms [2021-09-27 17:42:17 main:574] : INFO : Epoch 1844 | loss: 0.0311138 | val_loss: 0.0311527 | Time: 1599.91 ms [2021-09-27 17:42:19 main:574] : INFO : Epoch 1845 | loss: 0.0311184 | val_loss: 0.0311626 | Time: 1644.81 ms [2021-09-27 17:42:20 main:574] : INFO : Epoch 1846 | loss: 0.0311113 | val_loss: 0.0311576 | Time: 1593.46 ms [2021-09-27 17:42:22 main:574] : INFO : Epoch 1847 | loss: 0.0311133 | val_loss: 0.0311554 | Time: 1596.35 ms [2021-09-27 17:42:23 main:574] : INFO : Epoch 1848 | loss: 0.0311081 | val_loss: 0.0311555 | Time: 1584.75 ms [2021-09-27 17:42:25 main:574] : INFO : Epoch 1849 | loss: 0.0311058 | val_loss: 0.031153 | Time: 1563.22 ms [2021-09-27 17:42:27 main:574] : INFO : Epoch 1850 | loss: 0.031103 | val_loss: 0.0311511 | Time: 1630.98 ms [2021-09-27 17:42:28 main:574] : INFO : Epoch 1851 | loss: 0.0311028 | val_loss: 0.031154 | Time: 1609.71 ms [2021-09-27 17:42:30 main:574] : INFO : Epoch 1852 | loss: 0.0311021 | val_loss: 0.0311603 | Time: 1615.99 ms [2021-09-27 17:42:31 main:574] : INFO : Epoch 1853 | loss: 0.0311035 | val_loss: 0.0311525 | Time: 1623.89 ms [2021-09-27 17:42:33 main:574] : INFO : Epoch 1854 | loss: 0.0311044 | val_loss: 0.0311534 | Time: 1604.76 ms [2021-09-27 17:42:35 main:574] : INFO : Epoch 1855 | loss: 0.0311008 | val_loss: 0.0311616 | Time: 1625.18 ms [2021-09-27 17:42:36 main:574] : INFO : Epoch 1856 | loss: 0.0311027 | val_loss: 0.0311567 | Time: 1607.51 ms [2021-09-27 17:42:38 main:574] : INFO : Epoch 1857 | loss: 0.0311041 | val_loss: 0.0311506 | Time: 1600.1 ms [2021-09-27 17:42:39 main:574] : INFO : Epoch 1858 | loss: 0.0311139 | val_loss: 0.0311479 | Time: 1560.5 ms [2021-09-27 17:42:41 main:574] : INFO : Epoch 1859 | loss: 0.0311138 | val_loss: 0.0311516 | Time: 1588.34 ms [2021-09-27 17:42:43 main:574] : INFO : Epoch 1860 | loss: 0.0311112 | val_loss: 0.0311641 | Time: 1594.32 ms [2021-09-27 17:42:44 main:574] : INFO : Epoch 1861 | loss: 0.031109 | val_loss: 0.0311579 | Time: 1630.71 ms [2021-09-27 17:42:46 main:574] : INFO : Epoch 1862 | loss: 0.0311046 | val_loss: 0.0311577 | Time: 1613.25 ms [2021-09-27 17:42:47 main:574] : INFO : Epoch 1863 | loss: 0.031106 | val_loss: 0.0311675 | Time: 1589.18 ms [2021-09-27 17:42:49 main:574] : INFO : Epoch 1864 | loss: 0.0311093 | val_loss: 0.031159 | Time: 1631.79 ms [2021-09-27 17:42:51 main:574] : INFO : Epoch 1865 | loss: 0.0311074 | val_loss: 0.0311621 | Time: 1600.28 ms [2021-09-27 17:42:52 main:574] : INFO : Epoch 1866 | loss: 0.0311036 | val_loss: 0.0311511 | Time: 1594.06 ms [2021-09-27 17:42:54 main:574] : INFO : Epoch 1867 | loss: 0.0311061 | val_loss: 0.0311562 | Time: 1547.75 ms [2021-09-27 17:42:55 main:574] : INFO : Epoch 1868 | loss: 0.0311057 | val_loss: 0.0311507 | Time: 1589.44 ms [2021-09-27 17:42:57 main:574] : INFO : Epoch 1869 | loss: 0.0311043 | val_loss: 0.031156 | Time: 1585.51 ms [2021-09-27 17:42:59 main:574] : INFO : Epoch 1870 | loss: 0.0311031 | val_loss: 0.0311626 | Time: 1627.89 ms [2021-09-27 17:43:00 main:574] : INFO : Epoch 1871 | loss: 0.0311014 | val_loss: 0.0311534 | Time: 1602.77 ms [2021-09-27 17:43:02 main:574] : INFO : Epoch 1872 | loss: 0.0310993 | val_loss: 0.0311552 | Time: 1595.64 ms [2021-09-27 17:43:04 main:574] : INFO : Epoch 1873 | loss: 0.0311009 | val_loss: 0.0311628 | Time: 1604.99 ms [2021-09-27 17:43:05 main:574] : INFO : Epoch 1874 | loss: 0.0311008 | val_loss: 0.0311624 | Time: 1625.52 ms [2021-09-27 17:43:07 main:574] : INFO : Epoch 1875 | loss: 0.0310992 | val_loss: 0.0311555 | Time: 1602.49 ms [2021-09-27 17:43:08 main:574] : INFO : Epoch 1876 | loss: 0.0310988 | val_loss: 0.031155 | Time: 1597.51 ms [2021-09-27 17:43:10 main:574] : INFO : Epoch 1877 | loss: 0.0310982 | val_loss: 0.0311546 | Time: 1582.56 ms [2021-09-27 17:43:12 main:574] : INFO : Epoch 1878 | loss: 0.0310974 | val_loss: 0.0311741 | Time: 1580.95 ms [2021-09-27 17:43:13 main:574] : INFO : Epoch 1879 | loss: 0.0311095 | val_loss: 0.0311579 | Time: 1587.6 ms [2021-09-27 17:43:15 main:574] : INFO : Epoch 1880 | loss: 0.0310968 | val_loss: 0.0311562 | Time: 1584.24 ms [2021-09-27 17:43:16 main:574] : INFO : Epoch 1881 | loss: 0.0310972 | val_loss: 0.0311657 | Time: 1617.56 ms [2021-09-27 17:43:18 main:574] : INFO : Epoch 1882 | loss: 0.031103 | val_loss: 0.0311571 | Time: 1589.99 ms [2021-09-27 17:43:20 main:574] : INFO : Epoch 1883 | loss: 0.031099 | val_loss: 0.0311521 | Time: 1603.33 ms [2021-09-27 17:43:21 main:574] : INFO : Epoch 1884 | loss: 0.0311042 | val_loss: 0.0311504 | Time: 1561.58 ms [2021-09-27 17:43:23 main:574] : INFO : Epoch 1885 | loss: 0.0311042 | val_loss: 0.0311594 | Time: 1617.28 ms [2021-09-27 17:43:24 main:574] : INFO : Epoch 1886 | loss: 0.031103 | val_loss: 0.0311655 | Time: 1632.19 ms [2021-09-27 17:43:26 main:574] : INFO : Epoch 1887 | loss: 0.0311043 | val_loss: 0.0311548 | Time: 1600.57 ms [2021-09-27 17:43:28 main:574] : INFO : Epoch 1888 | loss: 0.0310993 | val_loss: 0.0311544 | Time: 1586.24 ms [2021-09-27 17:43:29 main:574] : INFO : Epoch 1889 | loss: 0.0310998 | val_loss: 0.0311698 | Time: 1574.16 ms [2021-09-27 17:43:31 main:574] : INFO : Epoch 1890 | loss: 0.0311017 | val_loss: 0.0311615 | Time: 1579.17 ms [2021-09-27 17:43:32 main:574] : INFO : Epoch 1891 | loss: 0.0311019 | val_loss: 0.0311623 | Time: 1621.9 ms [2021-09-27 17:43:34 main:574] : INFO : Epoch 1892 | loss: 0.0311022 | val_loss: 0.031157 | Time: 1608.16 ms [2021-09-27 17:43:36 main:574] : INFO : Epoch 1893 | loss: 0.0311006 | val_loss: 0.0311696 | Time: 1596.49 ms [2021-09-27 17:43:37 main:574] : INFO : Epoch 1894 | loss: 0.0310995 | val_loss: 0.0311586 | Time: 1593.42 ms [2021-09-27 17:43:39 main:574] : INFO : Epoch 1895 | loss: 0.0311006 | val_loss: 0.0311665 | Time: 1604 ms [2021-09-27 17:43:40 main:574] : INFO : Epoch 1896 | loss: 0.0310986 | val_loss: 0.0311646 | Time: 1570.5 ms [2021-09-27 17:43:42 main:574] : INFO : Epoch 1897 | loss: 0.0311004 | val_loss: 0.0311623 | Time: 1605.2 ms [2021-09-27 17:43:44 main:574] : INFO : Epoch 1898 | loss: 0.0311023 | val_loss: 0.0311643 | Time: 1613.41 ms [2021-09-27 17:43:45 main:574] : INFO : Epoch 1899 | loss: 0.0311033 | val_loss: 0.0311714 | Time: 1627.29 ms [2021-09-27 17:43:47 main:574] : INFO : Epoch 1900 | loss: 0.0311028 | val_loss: 0.0311567 | Time: 1635.55 ms [2021-09-27 17:43:48 main:574] : INFO : Epoch 1901 | loss: 0.031102 | val_loss: 0.0311546 | Time: 1590.01 ms [2021-09-27 17:43:50 main:574] : INFO : Epoch 1902 | loss: 0.0311005 | val_loss: 0.0311558 | Time: 1598.26 ms [2021-09-27 17:43:52 main:574] : INFO : Epoch 1903 | loss: 0.0310999 | val_loss: 0.0311638 | Time: 1617.73 ms [2021-09-27 17:43:53 main:574] : INFO : Epoch 1904 | loss: 0.03111 | val_loss: 0.0311599 | Time: 1608.32 ms [2021-09-27 17:43:55 main:574] : INFO : Epoch 1905 | loss: 0.0311041 | val_loss: 0.0311536 | Time: 1597.49 ms [2021-09-27 17:43:57 main:574] : INFO : Epoch 1906 | loss: 0.0311013 | val_loss: 0.0311576 | Time: 1593.52 ms [2021-09-27 17:43:58 main:574] : INFO : Epoch 1907 | loss: 0.031099 | val_loss: 0.0311625 | Time: 1582.73 ms [2021-09-27 17:44:00 main:574] : INFO : Epoch 1908 | loss: 0.0310981 | val_loss: 0.0311661 | Time: 1609.36 ms [2021-09-27 17:44:01 main:574] : INFO : Epoch 1909 | loss: 0.0311068 | val_loss: 0.031159 | Time: 1591.15 ms [2021-09-27 17:44:03 main:574] : INFO : Epoch 1910 | loss: 0.0311054 | val_loss: 0.0311667 | Time: 1597.37 ms [2021-09-27 17:44:05 main:574] : INFO : Epoch 1911 | loss: 0.0311005 | val_loss: 0.0311572 | Time: 1628.88 ms [2021-09-27 17:44:06 main:574] : INFO : Epoch 1912 | loss: 0.031105 | val_loss: 0.0311604 | Time: 1597.51 ms [2021-09-27 17:44:08 main:574] : INFO : Epoch 1913 | loss: 0.0311028 | val_loss: 0.0311618 | Time: 1612.75 ms [2021-09-27 17:44:09 main:574] : INFO : Epoch 1914 | loss: 0.0311018 | val_loss: 0.0311646 | Time: 1585.16 ms [2021-09-27 17:44:11 main:574] : INFO : Epoch 1915 | loss: 0.0310953 | val_loss: 0.0311621 | Time: 1580.3 ms [2021-09-27 17:44:13 main:574] : INFO : Epoch 1916 | loss: 0.0310969 | val_loss: 0.0311702 | Time: 1606.52 ms [2021-09-27 17:44:14 main:574] : INFO : Epoch 1917 | loss: 0.0310962 | val_loss: 0.0311763 | Time: 1587.9 ms [2021-09-27 17:44:16 main:574] : INFO : Epoch 1918 | loss: 0.0310949 | val_loss: 0.0311595 | Time: 1604.1 ms [2021-09-27 17:44:17 main:574] : INFO : Epoch 1919 | loss: 0.031094 | val_loss: 0.0311863 | Time: 1601.14 ms [2021-09-27 17:44:19 main:574] : INFO : Epoch 1920 | loss: 0.0311015 | val_loss: 0.0311627 | Time: 1605.18 ms [2021-09-27 17:44:21 main:574] : INFO : Epoch 1921 | loss: 0.0310981 | val_loss: 0.0311596 | Time: 1586.97 ms [2021-09-27 17:44:22 main:574] : INFO : Epoch 1922 | loss: 0.0310963 | val_loss: 0.0311644 | Time: 1599.09 ms [2021-09-27 17:44:24 main:574] : INFO : Epoch 1923 | loss: 0.0310948 | val_loss: 0.0311686 | Time: 1619.95 ms [2021-09-27 17:44:25 main:574] : INFO : Epoch 1924 | loss: 0.0310987 | val_loss: 0.0311664 | Time: 1602.16 ms [2021-09-27 17:44:27 main:574] : INFO : Epoch 1925 | loss: 0.0310967 | val_loss: 0.0311672 | Time: 1595.44 ms [2021-09-27 17:44:29 main:574] : INFO : Epoch 1926 | loss: 0.0310957 | val_loss: 0.03117 | Time: 1620.02 ms [2021-09-27 17:44:30 main:574] : INFO : Epoch 1927 | loss: 0.0311036 | val_loss: 0.0311469 | Time: 1661.97 ms [2021-09-27 17:44:32 main:574] : INFO : Epoch 1928 | loss: 0.0311104 | val_loss: 0.0311534 | Time: 1598.17 ms [2021-09-27 17:44:34 main:574] : INFO : Epoch 1929 | loss: 0.0311154 | val_loss: 0.0311596 | Time: 1609.54 ms [2021-09-27 17:44:35 main:574] : INFO : Epoch 1930 | loss: 0.0311234 | val_loss: 0.0311528 | Time: 1590.6 ms [2021-09-27 17:44:37 main:574] : INFO : Epoch 1931 | loss: 0.0311432 | val_loss: 0.0311539 | Time: 1612.21 ms [2021-09-27 17:44:38 main:574] : INFO : Epoch 1932 | loss: 0.0311498 | val_loss: 0.031158 | Time: 1634.46 ms [2021-09-27 17:44:40 main:574] : INFO : Epoch 1933 | loss: 0.0311462 | val_loss: 0.0311551 | Time: 1620.46 ms [2021-09-27 17:44:42 main:574] : INFO : Epoch 1934 | loss: 0.0311414 | val_loss: 0.0311498 | Time: 1605.57 ms [2021-09-27 17:44:43 main:574] : INFO : Epoch 1935 | loss: 0.0311355 | val_loss: 0.031151 | Time: 1593.5 ms [2021-09-27 17:44:45 main:574] : INFO : Epoch 1936 | loss: 0.0311323 | val_loss: 0.0311461 | Time: 1639.32 ms [2021-09-27 17:44:47 main:574] : INFO : Epoch 1937 | loss: 0.0311321 | val_loss: 0.0311559 | Time: 1636.23 ms [2021-09-27 17:44:48 main:574] : INFO : Epoch 1938 | loss: 0.031129 | val_loss: 0.0311476 | Time: 1630.58 ms [2021-09-27 17:44:50 main:574] : INFO : Epoch 1939 | loss: 0.0311237 | val_loss: 0.0311473 | Time: 1603.54 ms [2021-09-27 17:44:51 main:574] : INFO : Epoch 1940 | loss: 0.0311206 | val_loss: 0.0311632 | Time: 1574.18 ms [2021-09-27 17:44:53 main:574] : INFO : Epoch 1941 | loss: 0.0311231 | val_loss: 0.0311575 | Time: 1610.49 ms [2021-09-27 17:44:55 main:574] : INFO : Epoch 1942 | loss: 0.0311308 | val_loss: 0.0311532 | Time: 1598.48 ms [2021-09-27 17:44:56 main:574] : INFO : Epoch 1943 | loss: 0.0311247 | val_loss: 0.0311503 | Time: 1571.1 ms [2021-09-27 17:44:58 main:574] : INFO : Epoch 1944 | loss: 0.0311229 | val_loss: 0.0311472 | Time: 1590.49 ms [2021-09-27 17:44:59 main:574] : INFO : Epoch 1945 | loss: 0.0311214 | val_loss: 0.0311492 | Time: 1583.7 ms [2021-09-27 17:45:01 main:574] : INFO : Epoch 1946 | loss: 0.0311175 | val_loss: 0.0311525 | Time: 1584.31 ms [2021-09-27 17:45:03 main:574] : INFO : Epoch 1947 | loss: 0.0311139 | val_loss: 0.0311562 | Time: 1613.96 ms [2021-09-27 17:45:04 main:574] : INFO : Epoch 1948 | loss: 0.0311137 | val_loss: 0.0311508 | Time: 1623.44 ms [2021-09-27 17:45:06 main:574] : INFO : Epoch 1949 | loss: 0.0311127 | val_loss: 0.0311546 | Time: 1594.85 ms [2021-09-27 17:45:07 main:574] : INFO : Epoch 1950 | loss: 0.0311124 | val_loss: 0.0311521 | Time: 1622.58 ms [2021-09-27 17:45:09 main:574] : INFO : Epoch 1951 | loss: 0.0311122 | val_loss: 0.0311545 | Time: 1610.61 ms [2021-09-27 17:45:11 main:574] : INFO : Epoch 1952 | loss: 0.0311102 | val_loss: 0.0311511 | Time: 1593.9 ms [2021-09-27 17:45:12 main:574] : INFO : Epoch 1953 | loss: 0.0311131 | val_loss: 0.0311511 | Time: 1620.35 ms [2021-09-27 17:45:14 main:574] : INFO : Epoch 1954 | loss: 0.0311111 | val_loss: 0.0311616 | Time: 1640.04 ms [2021-09-27 17:45:16 main:574] : INFO : Epoch 1955 | loss: 0.0311135 | val_loss: 0.0311588 | Time: 1602.26 ms [2021-09-27 17:45:17 main:574] : INFO : Epoch 1956 | loss: 0.0311091 | val_loss: 0.0311575 | Time: 1611.69 ms [2021-09-27 17:45:19 main:574] : INFO : Epoch 1957 | loss: 0.0311079 | val_loss: 0.03115 | Time: 1622.14 ms [2021-09-27 17:45:20 main:574] : INFO : Epoch 1958 | loss: 0.0311055 | val_loss: 0.0311581 | Time: 1625.26 ms [2021-09-27 17:45:22 main:574] : INFO : Epoch 1959 | loss: 0.0311086 | val_loss: 0.0311586 | Time: 1610.48 ms [2021-09-27 17:45:24 main:574] : INFO : Epoch 1960 | loss: 0.0311088 | val_loss: 0.0311618 | Time: 1607.29 ms [2021-09-27 17:45:25 main:574] : INFO : Epoch 1961 | loss: 0.0311087 | val_loss: 0.0311523 | Time: 1591.64 ms [2021-09-27 17:45:27 main:574] : INFO : Epoch 1962 | loss: 0.0311116 | val_loss: 0.031155 | Time: 1612.05 ms [2021-09-27 17:45:28 main:574] : INFO : Epoch 1963 | loss: 0.0311103 | val_loss: 0.0311524 | Time: 1589.97 ms [2021-09-27 17:45:30 main:574] : INFO : Epoch 1964 | loss: 0.0311099 | val_loss: 0.0311516 | Time: 1610.44 ms [2021-09-27 17:45:32 main:574] : INFO : Epoch 1965 | loss: 0.0311069 | val_loss: 0.0311553 | Time: 1617.87 ms [2021-09-27 17:45:33 main:574] : INFO : Epoch 1966 | loss: 0.0311059 | val_loss: 0.0311605 | Time: 1627.33 ms [2021-09-27 17:45:35 main:574] : INFO : Epoch 1967 | loss: 0.0311082 | val_loss: 0.0311655 | Time: 1615.89 ms [2021-09-27 17:45:37 main:574] : INFO : Epoch 1968 | loss: 0.0311078 | val_loss: 0.031158 | Time: 1620.05 ms [2021-09-27 17:45:38 main:574] : INFO : Epoch 1969 | loss: 0.0311057 | val_loss: 0.0311558 | Time: 1624.39 ms [2021-09-27 17:45:40 main:574] : INFO : Epoch 1970 | loss: 0.0311074 | val_loss: 0.0311624 | Time: 1614.68 ms [2021-09-27 17:45:41 main:574] : INFO : Epoch 1971 | loss: 0.031104 | val_loss: 0.0311565 | Time: 1615.79 ms [2021-09-27 17:45:43 main:574] : INFO : Epoch 1972 | loss: 0.0311056 | val_loss: 0.0311612 | Time: 1583.25 ms [2021-09-27 17:45:45 main:574] : INFO : Epoch 1973 | loss: 0.0311041 | val_loss: 0.0311555 | Time: 1567.51 ms [2021-09-27 17:45:46 main:574] : INFO : Epoch 1974 | loss: 0.0311003 | val_loss: 0.031153 | Time: 1595.35 ms [2021-09-27 17:45:48 main:574] : INFO : Epoch 1975 | loss: 0.0311012 | val_loss: 0.0311628 | Time: 1593.42 ms [2021-09-27 17:45:49 main:574] : INFO : Epoch 1976 | loss: 0.0310999 | val_loss: 0.0311572 | Time: 1610.63 ms [2021-09-27 17:45:51 main:574] : INFO : Epoch 1977 | loss: 0.0310986 | val_loss: 0.0311649 | Time: 1609.09 ms [2021-09-27 17:45:53 main:574] : INFO : Epoch 1978 | loss: 0.0311004 | val_loss: 0.0311535 | Time: 1607.1 ms [2021-09-27 17:45:54 main:574] : INFO : Epoch 1979 | loss: 0.0311033 | val_loss: 0.0311668 | Time: 1572.11 ms [2021-09-27 17:45:56 main:574] : INFO : Epoch 1980 | loss: 0.0311102 | val_loss: 0.0311572 | Time: 1599.32 ms [2021-09-27 17:45:57 main:574] : INFO : Epoch 1981 | loss: 0.031113 | val_loss: 0.0311532 | Time: 1592.61 ms [2021-09-27 17:45:59 main:574] : INFO : Epoch 1982 | loss: 0.0311103 | val_loss: 0.031154 | Time: 1595.06 ms [2021-09-27 17:46:01 main:574] : INFO : Epoch 1983 | loss: 0.0311087 | val_loss: 0.0311615 | Time: 1594.73 ms [2021-09-27 17:46:02 main:574] : INFO : Epoch 1984 | loss: 0.0311057 | val_loss: 0.0311565 | Time: 1573.74 ms [2021-09-27 17:46:04 main:574] : INFO : Epoch 1985 | loss: 0.0311043 | val_loss: 0.0311591 | Time: 1610.63 ms [2021-09-27 17:46:05 main:574] : INFO : Epoch 1986 | loss: 0.0311041 | val_loss: 0.0311567 | Time: 1596.45 ms [2021-09-27 17:46:07 main:574] : INFO : Epoch 1987 | loss: 0.0311033 | val_loss: 0.0311548 | Time: 1617.76 ms [2021-09-27 17:46:09 main:574] : INFO : Epoch 1988 | loss: 0.0311033 | val_loss: 0.0311552 | Time: 1603.68 ms [2021-09-27 17:46:10 main:574] : INFO : Epoch 1989 | loss: 0.0311053 | val_loss: 0.0311684 | Time: 1583.97 ms [2021-09-27 17:46:12 main:574] : INFO : Epoch 1990 | loss: 0.0311026 | val_loss: 0.0311504 | Time: 1580.29 ms [2021-09-27 17:46:13 main:574] : INFO : Epoch 1991 | loss: 0.0311016 | val_loss: 0.0311543 | Time: 1592.67 ms [2021-09-27 17:46:15 main:574] : INFO : Epoch 1992 | loss: 0.0310992 | val_loss: 0.031168 | Time: 1579.5 ms [2021-09-27 17:46:17 main:574] : INFO : Epoch 1993 | loss: 0.0311001 | val_loss: 0.0311542 | Time: 1608.17 ms [2021-09-27 17:46:18 main:574] : INFO : Epoch 1994 | loss: 0.0310992 | val_loss: 0.0311612 | Time: 1589.38 ms [2021-09-27 17:46:20 main:574] : INFO : Epoch 1995 | loss: 0.0311007 | val_loss: 0.0311587 | Time: 1605.29 ms [2021-09-27 17:46:21 main:574] : INFO : Epoch 1996 | loss: 0.0311081 | val_loss: 0.0311619 | Time: 1586.31 ms [2021-09-27 17:46:23 main:574] : INFO : Epoch 1997 | loss: 0.0311046 | val_loss: 0.0311545 | Time: 1623.8 ms [2021-09-27 17:46:25 main:574] : INFO : Epoch 1998 | loss: 0.0311078 | val_loss: 0.0311822 | Time: 1574.82 ms [2021-09-27 17:46:26 main:574] : INFO : Epoch 1999 | loss: 0.0311029 | val_loss: 0.0311708 | Time: 1597.24 ms [2021-09-27 17:46:28 main:574] : INFO : Epoch 2000 | loss: 0.0311071 | val_loss: 0.0311555 | Time: 1597.79 ms [2021-09-27 17:46:30 main:574] : INFO : Epoch 2001 | loss: 0.0310996 | val_loss: 0.0311573 | Time: 1612.78 ms [2021-09-27 17:46:31 main:574] : INFO : Epoch 2002 | loss: 0.0310985 | val_loss: 0.0311612 | Time: 1609 ms [2021-09-27 17:46:33 main:574] : INFO : Epoch 2003 | loss: 0.031101 | val_loss: 0.0311553 | Time: 1616.66 ms [2021-09-27 17:46:34 main:574] : INFO : Epoch 2004 | loss: 0.0310972 | val_loss: 0.0311571 | Time: 1597.28 ms [2021-09-27 17:46:36 main:574] : INFO : Epoch 2005 | loss: 0.0310957 | val_loss: 0.0311512 | Time: 1587.98 ms [2021-09-27 17:46:38 main:574] : INFO : Epoch 2006 | loss: 0.0310941 | val_loss: 0.0311622 | Time: 1583.36 ms [2021-09-27 17:46:39 main:574] : INFO : Epoch 2007 | loss: 0.0310954 | val_loss: 0.0311586 | Time: 1625.69 ms [2021-09-27 17:46:41 main:574] : INFO : Epoch 2008 | loss: 0.0310968 | val_loss: 0.0311575 | Time: 1604.1 ms [2021-09-27 17:46:42 main:574] : INFO : Epoch 2009 | loss: 0.0310974 | val_loss: 0.0311541 | Time: 1602.74 ms [2021-09-27 17:46:44 main:574] : INFO : Epoch 2010 | loss: 0.0310978 | val_loss: 0.0311536 | Time: 1603.21 ms [2021-09-27 17:46:46 main:574] : INFO : Epoch 2011 | loss: 0.0310989 | val_loss: 0.0311525 | Time: 1627.98 ms [2021-09-27 17:46:47 main:574] : INFO : Epoch 2012 | loss: 0.0310974 | val_loss: 0.0311481 | Time: 1604.56 ms [2021-09-27 17:46:49 main:574] : INFO : Epoch 2013 | loss: 0.0310974 | val_loss: 0.0311642 | Time: 1617.63 ms [2021-09-27 17:46:50 main:574] : INFO : Epoch 2014 | loss: 0.0311003 | val_loss: 0.0311813 | Time: 1594.66 ms [2021-09-27 17:46:52 main:574] : INFO : Epoch 2015 | loss: 0.0311001 | val_loss: 0.031158 | Time: 1589.97 ms [2021-09-27 17:46:54 main:574] : INFO : Epoch 2016 | loss: 0.0310987 | val_loss: 0.0311667 | Time: 1596.05 ms [2021-09-27 17:46:55 main:574] : INFO : Epoch 2017 | loss: 0.0310953 | val_loss: 0.0311573 | Time: 1610.22 ms [2021-09-27 17:46:57 main:574] : INFO : Epoch 2018 | loss: 0.0310925 | val_loss: 0.0311614 | Time: 1650.1 ms [2021-09-27 17:46:59 main:574] : INFO : Epoch 2019 | loss: 0.031103 | val_loss: 0.0311716 | Time: 1625.35 ms [2021-09-27 17:47:00 main:574] : INFO : Epoch 2020 | loss: 0.0310939 | val_loss: 0.0311581 | Time: 1602.81 ms [2021-09-27 17:47:02 main:574] : INFO : Epoch 2021 | loss: 0.0310994 | val_loss: 0.0311654 | Time: 1547.87 ms [2021-09-27 17:47:03 main:574] : INFO : Epoch 2022 | loss: 0.0311 | val_loss: 0.0311552 | Time: 1622.3 ms [2021-09-27 17:47:05 main:574] : INFO : Epoch 2023 | loss: 0.0310947 | val_loss: 0.0311636 | Time: 1599.79 ms [2021-09-27 17:47:07 main:574] : INFO : Epoch 2024 | loss: 0.0310959 | val_loss: 0.0311575 | Time: 1583.7 ms [2021-09-27 17:47:08 main:574] : INFO : Epoch 2025 | loss: 0.031097 | val_loss: 0.031159 | Time: 1607.37 ms [2021-09-27 17:47:10 main:574] : INFO : Epoch 2026 | loss: 0.0310938 | val_loss: 0.0311588 | Time: 1591.37 ms [2021-09-27 17:47:11 main:574] : INFO : Epoch 2027 | loss: 0.0310949 | val_loss: 0.0311594 | Time: 1608.54 ms [2021-09-27 17:47:13 main:574] : INFO : Epoch 2028 | loss: 0.0311044 | val_loss: 0.0311688 | Time: 1620.4 ms [2021-09-27 17:47:15 main:574] : INFO : Epoch 2029 | loss: 0.0311046 | val_loss: 0.031151 | Time: 1614.48 ms [2021-09-27 17:47:16 main:574] : INFO : Epoch 2030 | loss: 0.0311135 | val_loss: 0.0311546 | Time: 1572.21 ms [2021-09-27 17:47:18 main:574] : INFO : Epoch 2031 | loss: 0.0311086 | val_loss: 0.0311678 | Time: 1622.97 ms [2021-09-27 17:47:19 main:574] : INFO : Epoch 2032 | loss: 0.0311048 | val_loss: 0.0311762 | Time: 1582.42 ms [2021-09-27 17:47:21 main:574] : INFO : Epoch 2033 | loss: 0.0311005 | val_loss: 0.0311561 | Time: 1624.63 ms [2021-09-27 17:47:23 main:574] : INFO : Epoch 2034 | loss: 0.0310983 | val_loss: 0.0311542 | Time: 1593.9 ms [2021-09-27 17:47:24 main:574] : INFO : Epoch 2035 | loss: 0.0310997 | val_loss: 0.0311626 | Time: 1633.66 ms [2021-09-27 17:47:26 main:574] : INFO : Epoch 2036 | loss: 0.0310981 | val_loss: 0.0311591 | Time: 1632.42 ms [2021-09-27 17:47:28 main:574] : INFO : Epoch 2037 | loss: 0.0310964 | val_loss: 0.0311644 | Time: 1604.3 ms [2021-09-27 17:47:29 main:574] : INFO : Epoch 2038 | loss: 0.0310968 | val_loss: 0.0311749 | Time: 1629.12 ms [2021-09-27 17:47:31 main:574] : INFO : Epoch 2039 | loss: 0.0311041 | val_loss: 0.0311684 | Time: 1597.57 ms [2021-09-27 17:47:32 main:574] : INFO : Epoch 2040 | loss: 0.0311044 | val_loss: 0.0311685 | Time: 1591.62 ms [2021-09-27 17:47:34 main:574] : INFO : Epoch 2041 | loss: 0.031103 | val_loss: 0.0311543 | Time: 1574.2 ms [2021-09-27 17:47:36 main:574] : INFO : Epoch 2042 | loss: 0.0311033 | val_loss: 0.0311682 | Time: 1608.71 ms [2021-09-27 17:47:37 main:574] : INFO : Epoch 2043 | loss: 0.0310998 | val_loss: 0.0311614 | Time: 1597.99 ms [2021-09-27 17:47:39 main:574] : INFO : Epoch 2044 | loss: 0.0310959 | val_loss: 0.0311586 | Time: 1587.69 ms [2021-09-27 17:47:40 main:574] : INFO : Epoch 2045 | loss: 0.0310937 | val_loss: 0.0311745 | Time: 1596.74 ms [2021-09-27 17:47:42 main:574] : INFO : Epoch 2046 | loss: 0.031097 | val_loss: 0.03117 | Time: 1594.66 ms [2021-09-27 17:47:44 main:574] : INFO : Epoch 2047 | loss: 0.0310942 | val_loss: 0.0311645 | Time: 1615.25 ms [2021-09-27 17:47:45 main:574] : INFO : Epoch 2048 | loss: 0.0310958 | val_loss: 0.0311625 | Time: 1617.53 ms [2021-09-27 17:47:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311625 [2021-09-27 17:47:45 main:603] : INFO : Saving end state to config to file [2021-09-27 17:47:45 main:608] : INFO : Success, exiting.. 17:47:45 (14136): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)