Task 14186530
| Name | ParityModified-1647044291-7402-3-0_0 |
| Workunit | 11248225 |
| Created | 1 Apr 2022, 9:30:33 UTC |
| Sent | 6 Apr 2022, 4:57:50 UTC |
| Report deadline | 14 Apr 2022, 4:57:50 UTC |
| Received | 7 Apr 2022, 0:23:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 0 min 33 sec |
| CPU time | 59 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 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>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311107 | val_loss: 0.0311516 | Time: 1723.54 ms [2022-04-06 20:08:06 main:574] : INFO : Epoch 1543 | loss: 0.0311105 | val_loss: 0.0311542 | Time: 1759.77 ms [2022-04-06 20:08:07 main:574] : INFO : Epoch 1544 | loss: 0.0311109 | val_loss: 0.0311522 | Time: 1746.53 ms [2022-04-06 20:08:09 main:574] : INFO : Epoch 1545 | loss: 0.0311092 | val_loss: 0.0311529 | Time: 1728.13 ms [2022-04-06 20:08:11 main:574] : INFO : Epoch 1546 | loss: 0.0311096 | val_loss: 0.0311494 | Time: 1742.44 ms [2022-04-06 20:08:13 main:574] : INFO : Epoch 1547 | loss: 0.0311153 | val_loss: 0.0311507 | Time: 1773.44 ms [2022-04-06 20:08:14 main:574] : INFO : Epoch 1548 | loss: 0.0311135 | val_loss: 0.0311493 | Time: 1749.22 ms [2022-04-06 20:08:16 main:574] : INFO : Epoch 1549 | loss: 0.0311175 | val_loss: 0.0311492 | Time: 1746.24 ms [2022-04-06 20:08:18 main:574] : INFO : Epoch 1550 | loss: 0.0311129 | val_loss: 0.0311471 | Time: 1750.06 ms [2022-04-06 20:08:20 main:574] : INFO : Epoch 1551 | loss: 0.0311115 | val_loss: 0.0311458 | Time: 1766.5 ms [2022-04-06 20:08:22 main:574] : INFO : Epoch 1552 | loss: 0.0311095 | val_loss: 0.0311443 | Time: 1738.37 ms [2022-04-06 20:08:23 main:574] : INFO : Epoch 1553 | loss: 0.0311105 | val_loss: 0.0311442 | Time: 1741.88 ms [2022-04-06 20:08:25 main:574] : INFO : Epoch 1554 | loss: 0.0311126 | val_loss: 0.0311475 | Time: 1741.52 ms [2022-04-06 20:08:27 main:574] : INFO : Epoch 1555 | loss: 0.0311217 | val_loss: 0.0311485 | Time: 1759.9 ms [2022-04-06 20:08:29 main:574] : INFO : Epoch 1556 | loss: 0.0311185 | val_loss: 0.0311529 | Time: 1748.5 ms [2022-04-06 20:08:30 main:574] : INFO : Epoch 1557 | loss: 0.0311186 | val_loss: 0.0311537 | Time: 1769.51 ms [2022-04-06 20:08:32 main:574] : INFO : Epoch 1558 | loss: 0.0311371 | val_loss: 0.0311525 | Time: 1775 ms [2022-04-06 20:08:34 main:574] : INFO : Epoch 1559 | loss: 0.0311371 | val_loss: 0.0311506 | Time: 1752.44 ms [2022-04-06 20:08:36 main:574] : INFO : Epoch 1560 | loss: 0.0311334 | val_loss: 0.0311566 | Time: 1759 ms [2022-04-06 20:08:37 main:574] : INFO : Epoch 1561 | loss: 0.0311304 | val_loss: 0.0311493 | Time: 1752.4 ms [2022-04-06 20:08:39 main:574] : INFO : Epoch 1562 | loss: 0.0311279 | val_loss: 0.0311469 | Time: 1733.42 ms [2022-04-06 20:08:41 main:574] : INFO : Epoch 1563 | loss: 0.0311255 | val_loss: 0.0311476 | Time: 1780.03 ms [2022-04-06 20:08:43 main:574] : INFO : Epoch 1564 | loss: 0.0311263 | val_loss: 0.0311494 | Time: 1734.68 ms [2022-04-06 20:08:44 main:574] : INFO : Epoch 1565 | loss: 0.0311269 | val_loss: 0.0311574 | Time: 1728.54 ms [2022-04-06 20:08:46 main:574] : INFO : Epoch 1566 | loss: 0.0311252 | val_loss: 0.0311496 | Time: 1754.84 ms [2022-04-06 20:08:48 main:574] : INFO : Epoch 1567 | loss: 0.0311241 | val_loss: 0.0311537 | Time: 1732.9 ms [2022-04-06 20:08:50 main:574] : INFO : Epoch 1568 | loss: 0.0311263 | val_loss: 0.0311551 | Time: 1739.94 ms [2022-04-06 20:08:51 main:574] : INFO : Epoch 1569 | loss: 0.0311317 | val_loss: 0.0311513 | Time: 1724.02 ms [2022-04-06 20:08:53 main:574] : INFO : Epoch 1570 | loss: 0.0311298 | val_loss: 0.0311577 | Time: 1720.75 ms [2022-04-06 20:08:55 main:574] : INFO : Epoch 1571 | loss: 0.0311369 | val_loss: 0.0311626 | Time: 1757.22 ms [2022-04-06 20:08:57 main:574] : INFO : Epoch 1572 | loss: 0.0311309 | val_loss: 0.0311538 | Time: 1771.04 ms [2022-04-06 20:08:58 main:574] : INFO : Epoch 1573 | loss: 0.0311275 | val_loss: 0.0311544 | Time: 1776.89 ms [2022-04-06 20:09:00 main:574] : INFO : Epoch 1574 | loss: 0.0311249 | val_loss: 0.0311555 | Time: 1756.87 ms [2022-04-06 20:09:02 main:574] : INFO : Epoch 1575 | loss: 0.0311244 | val_loss: 0.031155 | Time: 1774.16 ms [2022-04-06 20:09:04 main:574] : INFO : Epoch 1576 | loss: 0.0311225 | val_loss: 0.0311552 | Time: 1744.58 ms [2022-04-06 20:09:05 main:574] : INFO : Epoch 1577 | loss: 0.0311226 | val_loss: 0.0311575 | Time: 1747.53 ms [2022-04-06 20:09:07 main:574] : INFO : Epoch 1578 | loss: 0.0311226 | val_loss: 0.0311561 | Time: 1769.81 ms [2022-04-06 20:09:09 main:574] : INFO : Epoch 1579 | loss: 0.0311204 | val_loss: 0.0311545 | Time: 1765.16 ms [2022-04-06 20:09:11 main:574] : INFO : Epoch 1580 | loss: 0.0311189 | val_loss: 0.0311555 | Time: 1753.79 ms [2022-04-06 20:09:13 main:574] : INFO : Epoch 1581 | loss: 0.0311181 | val_loss: 0.0311533 | Time: 1769.56 ms [2022-04-06 20:09:14 main:574] : INFO : Epoch 1582 | loss: 0.031119 | val_loss: 0.0311635 | Time: 1782.18 ms [2022-04-06 20:09:16 main:574] : INFO : Epoch 1583 | loss: 0.0311174 | val_loss: 0.031154 | Time: 1724.13 ms [2022-04-06 20:09:18 main:574] : INFO : Epoch 1584 | loss: 0.0311159 | val_loss: 0.0311556 | Time: 1724.94 ms [2022-04-06 20:09:20 main:574] : INFO : Epoch 1585 | loss: 0.0311177 | val_loss: 0.0311546 | Time: 1750.55 ms [2022-04-06 20:09:21 main:574] : INFO : Epoch 1586 | loss: 0.0311183 | val_loss: 0.0311535 | Time: 1693.47 ms [2022-04-06 20:09:23 main:574] : INFO : Epoch 1587 | loss: 0.0311187 | val_loss: 0.0311554 | Time: 1773.96 ms [2022-04-06 20:09:25 main:574] : INFO : Epoch 1588 | loss: 0.0311179 | val_loss: 0.0311552 | Time: 1769.48 ms [2022-04-06 20:09:27 main:574] : INFO : Epoch 1589 | loss: 0.031119 | val_loss: 0.0311557 | Time: 1744.25 ms [2022-04-06 20:09:28 main:574] : INFO : Epoch 1590 | loss: 0.0311182 | val_loss: 0.0311608 | Time: 1754.64 ms [2022-04-06 20:09:30 main:574] : INFO : Epoch 1591 | loss: 0.0311169 | val_loss: 0.0311599 | Time: 1764.99 ms [2022-04-06 20:09:32 main:574] : INFO : Epoch 1592 | loss: 0.0311176 | val_loss: 0.0311548 | Time: 1732.81 ms [2022-04-06 20:09:34 main:574] : INFO : Epoch 1593 | loss: 0.0311175 | val_loss: 0.0311568 | Time: 1767.44 ms [2022-04-06 20:09:35 main:574] : INFO : Epoch 1594 | loss: 0.0311172 | val_loss: 0.0311563 | Time: 1764.29 ms [2022-04-06 20:09:37 main:574] : INFO : Epoch 1595 | loss: 0.0311149 | val_loss: 0.0311535 | Time: 1776.11 ms [2022-04-06 20:09:39 main:574] : INFO : Epoch 1596 | loss: 0.0311146 | val_loss: 0.0311598 | Time: 1780.23 ms [2022-04-06 20:09:41 main:574] : INFO : Epoch 1597 | loss: 0.0311151 | val_loss: 0.0311623 | Time: 1789.36 ms [2022-04-06 20:09:42 main:574] : INFO : Epoch 1598 | loss: 0.0311161 | val_loss: 0.0311551 | Time: 1767.55 ms [2022-04-06 20:09:44 main:574] : INFO : Epoch 1599 | loss: 0.0311151 | val_loss: 0.0311538 | Time: 1778.99 ms [2022-04-06 20:09:46 main:574] : INFO : Epoch 1600 | loss: 0.0311143 | val_loss: 0.0311567 | Time: 1728.24 ms [2022-04-06 20:09:48 main:574] : INFO : Epoch 1601 | loss: 0.0311152 | val_loss: 0.0311564 | Time: 1754.91 ms [2022-04-06 20:09:50 main:574] : INFO : Epoch 1602 | loss: 0.0311222 | val_loss: 0.0311571 | Time: 1764.02 ms [2022-04-06 20:09:51 main:574] : INFO : Epoch 1603 | loss: 0.0311207 | val_loss: 0.031155 | Time: 1784.3 ms [2022-04-06 20:09:53 main:574] : INFO : Epoch 1604 | loss: 0.0311189 | val_loss: 0.031156 | Time: 1754.21 ms [2022-04-06 20:09:55 main:574] : INFO : Epoch 1605 | loss: 0.0311177 | val_loss: 0.0311539 | Time: 1745.73 ms [2022-04-06 20:09:57 main:574] : INFO : Epoch 1606 | loss: 0.0311159 | val_loss: 0.0311583 | Time: 1774.55 ms [2022-04-06 20:09:58 main:574] : INFO : Epoch 1607 | loss: 0.0311133 | val_loss: 0.0311566 | Time: 1762.53 ms [2022-04-06 20:10:00 main:574] : INFO : Epoch 1608 | loss: 0.0311153 | val_loss: 0.0311551 | Time: 1741.64 ms [2022-04-06 20:10:02 main:574] : INFO : Epoch 1609 | loss: 0.0311175 | val_loss: 0.0311629 | Time: 1797.6 ms [2022-04-06 20:10:04 main:574] : INFO : Epoch 1610 | loss: 0.0311171 | val_loss: 0.0311597 | Time: 1764 ms [2022-04-06 20:10:06 main:574] : INFO : Epoch 1611 | loss: 0.031119 | val_loss: 0.031156 | Time: 1784.06 ms [2022-04-06 20:10:07 main:574] : INFO : Epoch 1612 | loss: 0.0311184 | val_loss: 0.0311597 | Time: 1767.13 ms [2022-04-06 20:10:09 main:574] : INFO : Epoch 1613 | loss: 0.0311168 | val_loss: 0.0311572 | Time: 1778.92 ms [2022-04-06 20:10:11 main:574] : INFO : Epoch 1614 | loss: 0.0311183 | val_loss: 0.0311558 | Time: 1762.68 ms [2022-04-06 20:10:13 main:574] : INFO : Epoch 1615 | loss: 0.0311159 | val_loss: 0.0311529 | Time: 1776.57 ms [2022-04-06 20:10:14 main:574] : INFO : Epoch 1616 | loss: 0.0311168 | val_loss: 0.0311564 | Time: 1748.56 ms [2022-04-06 20:10:16 main:574] : INFO : Epoch 1617 | loss: 0.0311195 | val_loss: 0.0311578 | Time: 1757.85 ms [2022-04-06 20:10:18 main:574] : INFO : Epoch 1618 | loss: 0.0311161 | val_loss: 0.0311551 | Time: 1723.6 ms [2022-04-06 20:10:20 main:574] : INFO : Epoch 1619 | loss: 0.0311147 | val_loss: 0.0311564 | Time: 1730.45 ms [2022-04-06 20:10:21 main:574] : INFO : Epoch 1620 | loss: 0.0311161 | val_loss: 0.0311577 | Time: 1761.86 ms [2022-04-06 20:10:23 main:574] : INFO : Epoch 1621 | loss: 0.0311166 | val_loss: 0.0311555 | Time: 1752.54 ms [2022-04-06 20:10:25 main:574] : INFO : Epoch 1622 | loss: 0.0311159 | val_loss: 0.0311538 | Time: 1769.26 ms [2022-04-06 20:10:27 main:574] : INFO : Epoch 1623 | loss: 0.0311169 | val_loss: 0.0311554 | Time: 1779.86 ms [2022-04-06 20:10:28 main:574] : INFO : Epoch 1624 | loss: 0.0311161 | val_loss: 0.0311556 | Time: 1773.2 ms [2022-04-06 20:10:30 main:574] : INFO : Epoch 1625 | loss: 0.0311148 | val_loss: 0.0311551 | Time: 1769.17 ms [2022-04-06 20:10:32 main:574] : INFO : Epoch 1626 | loss: 0.0311137 | val_loss: 0.0311543 | Time: 1760.79 ms [2022-04-06 20:10:34 main:574] : INFO : Epoch 1627 | loss: 0.0311141 | val_loss: 0.0311613 | Time: 1706.17 ms [2022-04-06 20:10:36 main:574] : INFO : Epoch 1628 | loss: 0.0311124 | val_loss: 0.0311612 | Time: 1769.68 ms [2022-04-06 20:10:37 main:574] : INFO : Epoch 1629 | loss: 0.0311129 | val_loss: 0.031163 | Time: 1758.55 ms [2022-04-06 20:10:39 main:574] : INFO : Epoch 1630 | loss: 0.0311111 | val_loss: 0.0311611 | Time: 1763.33 ms [2022-04-06 20:10:41 main:574] : INFO : Epoch 1631 | loss: 0.0311101 | val_loss: 0.0311589 | Time: 1760.99 ms [2022-04-06 20:10:43 main:574] : INFO : Epoch 1632 | loss: 0.0311104 | val_loss: 0.0311563 | Time: 1762.14 ms [2022-04-06 20:10:44 main:574] : INFO : Epoch 1633 | loss: 0.0311221 | val_loss: 0.0311512 | Time: 1734.88 ms [2022-04-06 20:10:46 main:574] : INFO : Epoch 1634 | loss: 0.0311203 | val_loss: 0.0311544 | Time: 1767.45 ms [2022-04-06 20:10:48 main:574] : INFO : Epoch 1635 | loss: 0.0311204 | val_loss: 0.0311598 | Time: 1734.96 ms [2022-04-06 20:10:50 main:574] : INFO : Epoch 1636 | loss: 0.0311228 | val_loss: 0.031155 | Time: 1775.83 ms [2022-04-06 20:10:51 main:574] : INFO : Epoch 1637 | loss: 0.0311216 | val_loss: 0.0311535 | Time: 1772.65 ms [2022-04-06 20:10:53 main:574] : INFO : Epoch 1638 | loss: 0.0311198 | val_loss: 0.0311522 | Time: 1764.96 ms [2022-04-06 20:10:55 main:574] : INFO : Epoch 1639 | loss: 0.0311147 | val_loss: 0.0311498 | Time: 1807.58 ms [2022-04-06 20:10:57 main:574] : INFO : Epoch 1640 | loss: 0.031112 | val_loss: 0.0311523 | Time: 1765.7 ms [2022-04-06 20:10:58 main:574] : INFO : Epoch 1641 | loss: 0.031113 | val_loss: 0.0311523 | Time: 1716.79 ms [2022-04-06 20:11:00 main:574] : INFO : Epoch 1642 | loss: 0.0311157 | val_loss: 0.0311527 | Time: 1744.52 ms [2022-04-06 20:11:02 main:574] : INFO : Epoch 1643 | loss: 0.0311125 | val_loss: 0.0311551 | Time: 1780.83 ms [2022-04-06 20:11:04 main:574] : INFO : Epoch 1644 | loss: 0.031118 | val_loss: 0.03115 | Time: 1759.28 ms [2022-04-06 20:11:06 main:574] : INFO : Epoch 1645 | loss: 0.0311164 | val_loss: 0.0311512 | Time: 1770.95 ms [2022-04-06 20:11:07 main:574] : INFO : Epoch 1646 | loss: 0.0311124 | val_loss: 0.0311539 | Time: 1775.33 ms [2022-04-06 20:11:09 main:574] : INFO : Epoch 1647 | loss: 0.0311104 | val_loss: 0.031153 | Time: 1769.28 ms [2022-04-06 20:11:11 main:574] : INFO : Epoch 1648 | loss: 0.0311105 | val_loss: 0.0311557 | Time: 1739.7 ms [2022-04-06 20:11:13 main:574] : INFO : Epoch 1649 | loss: 0.0311109 | val_loss: 0.0311519 | Time: 1762.91 ms [2022-04-06 20:11:14 main:574] : INFO : Epoch 1650 | loss: 0.0311136 | val_loss: 0.0311582 | Time: 1769.13 ms [2022-04-06 20:11:16 main:574] : INFO : Epoch 1651 | loss: 0.0311102 | val_loss: 0.0311524 | Time: 1746.71 ms [2022-04-06 20:11:18 main:574] : INFO : Epoch 1652 | loss: 0.031109 | val_loss: 0.0311517 | Time: 1760.83 ms [2022-04-06 20:11:20 main:574] : INFO : Epoch 1653 | loss: 0.0311084 | val_loss: 0.0311582 | Time: 1751.75 ms [2022-04-06 20:11:21 main:574] : INFO : Epoch 1654 | loss: 0.0311079 | val_loss: 0.0311577 | Time: 1772.22 ms [2022-04-06 20:11:23 main:574] : INFO : Epoch 1655 | loss: 0.03111 | val_loss: 0.0311528 | Time: 1777.61 ms [2022-04-06 20:11:25 main:574] : INFO : Epoch 1656 | loss: 0.0311122 | val_loss: 0.0311535 | Time: 1753.58 ms [2022-04-06 20:11:27 main:574] : INFO : Epoch 1657 | loss: 0.0311105 | val_loss: 0.0311587 | Time: 1739.07 ms [2022-04-06 20:11:29 main:574] : INFO : Epoch 1658 | loss: 0.0311112 | val_loss: 0.0311609 | Time: 1775.29 ms [2022-04-06 20:11:30 main:574] : INFO : Epoch 1659 | loss: 0.0311085 | val_loss: 0.0311612 | Time: 1756.59 ms [2022-04-06 20:11:32 main:574] : INFO : Epoch 1660 | loss: 0.0311111 | val_loss: 0.0311626 | Time: 1756.04 ms [2022-04-06 20:11:34 main:574] : INFO : Epoch 1661 | loss: 0.031112 | val_loss: 0.0311552 | Time: 1740.39 ms [2022-04-06 20:11:36 main:574] : INFO : Epoch 1662 | loss: 0.0311171 | val_loss: 0.03116 | Time: 1752.15 ms [2022-04-06 20:11:37 main:574] : INFO : Epoch 1663 | loss: 0.0311247 | val_loss: 0.0311602 | Time: 1747.32 ms [2022-04-06 20:11:39 main:574] : INFO : Epoch 1664 | loss: 0.0311226 | val_loss: 0.0311599 | Time: 1760.53 ms [2022-04-06 20:11:41 main:574] : INFO : Epoch 1665 | loss: 0.0311187 | val_loss: 0.0311566 | Time: 1766.58 ms [2022-04-06 20:11:43 main:574] : INFO : Epoch 1666 | loss: 0.0311199 | val_loss: 0.0311628 | Time: 1757.25 ms [2022-04-06 20:11:44 main:574] : INFO : Epoch 1667 | loss: 0.0311206 | val_loss: 0.0311584 | Time: 1763.94 ms [2022-04-06 20:11:46 main:574] : INFO : Epoch 1668 | loss: 0.0311222 | val_loss: 0.0311574 | Time: 1747.63 ms [2022-04-06 20:11:48 main:574] : INFO : Epoch 1669 | loss: 0.0311211 | val_loss: 0.0311621 | Time: 1751.84 ms [2022-04-06 20:11:50 main:574] : INFO : Epoch 1670 | loss: 0.0311187 | val_loss: 0.0311617 | Time: 1778.6 ms [2022-04-06 20:11:51 main:574] : INFO : Epoch 1671 | loss: 0.0311175 | val_loss: 0.0311547 | Time: 1742.42 ms [2022-04-06 20:11:53 main:574] : INFO : Epoch 1672 | loss: 0.031118 | val_loss: 0.0311617 | Time: 1750.79 ms [2022-04-06 20:11:55 main:574] : INFO : Epoch 1673 | loss: 0.0311199 | val_loss: 0.0311637 | Time: 1762.02 ms [2022-04-06 20:11:57 main:574] : INFO : Epoch 1674 | loss: 0.0311189 | val_loss: 0.0311603 | Time: 1762.07 ms [2022-04-06 20:11:59 main:574] : INFO : Epoch 1675 | loss: 0.0311135 | val_loss: 0.0311595 | Time: 1762.77 ms [2022-04-06 20:12:00 main:574] : INFO : Epoch 1676 | loss: 0.0311173 | val_loss: 0.0311616 | Time: 1760.5 ms [2022-04-06 20:12:02 main:574] : INFO : Epoch 1677 | loss: 0.0311197 | val_loss: 0.0311563 | Time: 1786.03 ms [2022-04-06 20:12:04 main:574] : INFO : Epoch 1678 | loss: 0.0311204 | val_loss: 0.031161 | Time: 1759.71 ms [2022-04-06 20:12:06 main:574] : INFO : Epoch 1679 | loss: 0.0311201 | val_loss: 0.0311619 | Time: 1764.46 ms [2022-04-06 20:12:07 main:574] : INFO : Epoch 1680 | loss: 0.0311203 | val_loss: 0.0311593 | Time: 1758.98 ms [2022-04-06 20:12:09 main:574] : INFO : Epoch 1681 | loss: 0.0311165 | val_loss: 0.031156 | Time: 1745.28 ms [2022-04-06 20:12:11 main:574] : INFO : Epoch 1682 | loss: 0.0311144 | val_loss: 0.0311563 | Time: 1757.11 ms [2022-04-06 20:12:13 main:574] : INFO : Epoch 1683 | loss: 0.0311141 | val_loss: 0.0311621 | Time: 1753.94 ms [2022-04-06 20:12:14 main:574] : INFO : Epoch 1684 | loss: 0.0311155 | val_loss: 0.0311584 | Time: 1770.13 ms [2022-04-06 20:12:16 main:574] : INFO : Epoch 1685 | loss: 0.0311205 | val_loss: 0.0311618 | Time: 1734.22 ms [2022-04-06 20:12:18 main:574] : INFO : Epoch 1686 | loss: 0.03112 | val_loss: 0.0311586 | Time: 1760.62 ms [2022-04-06 20:12:20 main:574] : INFO : Epoch 1687 | loss: 0.0311216 | val_loss: 0.0311603 | Time: 1767.93 ms [2022-04-06 20:12:21 main:574] : INFO : Epoch 1688 | loss: 0.031116 | val_loss: 0.031158 | Time: 1753.64 ms [2022-04-06 20:12:23 main:574] : INFO : Epoch 1689 | loss: 0.0311227 | val_loss: 0.0311621 | Time: 1771.13 ms [2022-04-06 20:12:25 main:574] : INFO : Epoch 1690 | loss: 0.0311334 | val_loss: 0.0311537 | Time: 1753.61 ms [2022-04-06 20:12:27 main:574] : INFO : Epoch 1691 | loss: 0.0311327 | val_loss: 0.031161 | Time: 1721.66 ms [2022-04-06 20:12:28 main:574] : INFO : Epoch 1692 | loss: 0.0311298 | val_loss: 0.0311563 | Time: 1760.12 ms [2022-04-06 20:12:30 main:574] : INFO : Epoch 1693 | loss: 0.0311282 | val_loss: 0.0311656 | Time: 1762.88 ms [2022-04-06 20:12:32 main:574] : INFO : Epoch 1694 | loss: 0.0311286 | val_loss: 0.0311647 | Time: 1763.85 ms [2022-04-06 20:12:34 main:574] : INFO : Epoch 1695 | loss: 0.0311256 | val_loss: 0.0311645 | Time: 1772.67 ms [2022-04-06 20:12:36 main:574] : INFO : Epoch 1696 | loss: 0.0311264 | val_loss: 0.0311659 | Time: 1748.87 ms [2022-04-06 20:12:37 main:574] : INFO : Epoch 1697 | loss: 0.0311279 | val_loss: 0.0311661 | Time: 1770.57 ms [2022-04-06 20:12:39 main:574] : INFO : Epoch 1698 | loss: 0.031124 | val_loss: 0.0311575 | Time: 1756.66 ms [2022-04-06 20:12:41 main:574] : INFO : Epoch 1699 | loss: 0.0311217 | val_loss: 0.0311546 | Time: 1761.56 ms [2022-04-06 20:12:43 main:574] : INFO : Epoch 1700 | loss: 0.0311206 | val_loss: 0.0311621 | Time: 1757.79 ms [2022-04-06 20:12:44 main:574] : INFO : Epoch 1701 | loss: 0.031118 | val_loss: 0.0311642 | Time: 1759.79 ms [2022-04-06 20:12:46 main:574] : INFO : Epoch 1702 | loss: 0.0311187 | val_loss: 0.0311611 | Time: 1749.97 ms [2022-04-06 20:12:48 main:574] : INFO : Epoch 1703 | loss: 0.0311197 | val_loss: 0.031162 | Time: 1745.72 ms [2022-04-06 20:12:50 main:574] : INFO : Epoch 1704 | loss: 0.031119 | val_loss: 0.0311599 | Time: 1778.3 ms [2022-04-06 20:12:51 main:574] : INFO : Epoch 1705 | loss: 0.0311221 | val_loss: 0.0311567 | Time: 1744.92 ms [2022-04-06 20:12:53 main:574] : INFO : Epoch 1706 | loss: 0.0311218 | val_loss: 0.0311637 | Time: 1742.2 ms [2022-04-06 20:12:55 main:574] : INFO : Epoch 1707 | loss: 0.0311244 | val_loss: 0.031161 | Time: 1762.3 ms [2022-04-06 20:12:57 main:574] : INFO : Epoch 1708 | loss: 0.0311245 | val_loss: 0.0311529 | Time: 1746.27 ms [2022-04-06 20:12:58 main:574] : INFO : Epoch 1709 | loss: 0.0311214 | val_loss: 0.0311611 | Time: 1766.83 ms [2022-04-06 20:13:00 main:574] : INFO : Epoch 1710 | loss: 0.0311197 | val_loss: 0.0311671 | Time: 1766 ms [2022-04-06 20:13:02 main:574] : INFO : Epoch 1711 | loss: 0.0311203 | val_loss: 0.0311629 | Time: 1743.09 ms [2022-04-06 20:13:04 main:574] : INFO : Epoch 1712 | loss: 0.0311189 | val_loss: 0.0311617 | Time: 1744.73 ms [2022-04-06 20:13:06 main:574] : INFO : Epoch 1713 | loss: 0.0311192 | val_loss: 0.0311604 | Time: 1759.69 ms [2022-04-06 20:13:07 main:574] : INFO : Epoch 1714 | loss: 0.031118 | val_loss: 0.0311586 | Time: 1743.58 ms [2022-04-06 20:13:09 main:574] : INFO : Epoch 1715 | loss: 0.0311169 | val_loss: 0.0311592 | Time: 1766.09 ms [2022-04-06 20:13:11 main:574] : INFO : Epoch 1716 | loss: 0.0311168 | val_loss: 0.0311617 | Time: 1749.76 ms [2022-04-06 20:13:13 main:574] : INFO : Epoch 1717 | loss: 0.0311211 | val_loss: 0.031159 | Time: 1755.24 ms [2022-04-06 20:13:14 main:574] : INFO : Epoch 1718 | loss: 0.0311318 | val_loss: 0.0311574 | Time: 1747.91 ms [2022-04-06 20:13:16 main:574] : INFO : Epoch 1719 | loss: 0.0311298 | val_loss: 0.0311585 | Time: 1754.13 ms [2022-04-06 20:13:18 main:574] : INFO : Epoch 1720 | loss: 0.0311263 | val_loss: 0.0311584 | Time: 1751.46 ms [2022-04-06 20:13:20 main:574] : INFO : Epoch 1721 | loss: 0.0311277 | val_loss: 0.0311616 | Time: 1754.8 ms [2022-04-06 20:13:21 main:574] : INFO : Epoch 1722 | loss: 0.0311255 | val_loss: 0.0311545 | Time: 1744.57 ms [2022-04-06 20:13:23 main:574] : INFO : Epoch 1723 | loss: 0.0311234 | val_loss: 0.0311554 | Time: 1766.83 ms [2022-04-06 20:13:25 main:574] : INFO : Epoch 1724 | loss: 0.0311191 | val_loss: 0.0311611 | Time: 1743.56 ms [2022-04-06 20:13:27 main:574] : INFO : Epoch 1725 | loss: 0.031116 | val_loss: 0.0311572 | Time: 1743.45 ms [2022-04-06 20:13:28 main:574] : INFO : Epoch 1726 | loss: 0.031116 | val_loss: 0.0311593 | Time: 1767.7 ms [2022-04-06 20:13:30 main:574] : INFO : Epoch 1727 | loss: 0.031117 | val_loss: 0.0311612 | Time: 1733.72 ms [2022-04-06 20:13:32 main:574] : INFO : Epoch 1728 | loss: 0.0311171 | val_loss: 0.0311562 | Time: 1746.26 ms [2022-04-06 20:13:34 main:574] : INFO : Epoch 1729 | loss: 0.0311141 | val_loss: 0.031155 | Time: 1763.13 ms [2022-04-06 20:13:35 main:574] : INFO : Epoch 1730 | loss: 0.0311149 | val_loss: 0.0311604 | Time: 1763.86 ms [2022-04-06 20:13:37 main:574] : INFO : Epoch 1731 | loss: 0.0311182 | val_loss: 0.0311578 | Time: 1773.52 ms [2022-04-06 20:13:39 main:574] : INFO : Epoch 1732 | loss: 0.0311159 | val_loss: 0.0311556 | Time: 1725.36 ms [2022-04-06 20:13:41 main:574] : INFO : Epoch 1733 | loss: 0.0311145 | val_loss: 0.0311626 | Time: 1756.86 ms [2022-04-06 20:13:42 main:574] : INFO : Epoch 1734 | loss: 0.0311297 | val_loss: 0.0311525 | Time: 1739.82 ms [2022-04-06 20:13:44 main:574] : INFO : Epoch 1735 | loss: 0.0311315 | val_loss: 0.0311608 | Time: 1766.24 ms [2022-04-06 20:13:46 main:574] : INFO : Epoch 1736 | loss: 0.0311293 | val_loss: 0.0311553 | Time: 1761 ms [2022-04-06 20:13:48 main:574] : INFO : Epoch 1737 | loss: 0.0311294 | val_loss: 0.0311602 | Time: 1753.59 ms [2022-04-06 20:13:50 main:574] : INFO : Epoch 1738 | loss: 0.0311264 | val_loss: 0.031157 | Time: 1775.55 ms [2022-04-06 20:13:51 main:574] : INFO : Epoch 1739 | loss: 0.0311247 | val_loss: 0.031156 | Time: 1763.93 ms [2022-04-06 20:13:53 main:574] : INFO : Epoch 1740 | loss: 0.0311225 | val_loss: 0.0311612 | Time: 1761.33 ms [2022-04-06 20:13:55 main:574] : INFO : Epoch 1741 | loss: 0.0311202 | val_loss: 0.0311561 | Time: 1745.94 ms [2022-04-06 20:13:57 main:574] : INFO : Epoch 1742 | loss: 0.0311187 | val_loss: 0.031157 | Time: 1798.87 ms [2022-04-06 20:13:58 main:574] : INFO : Epoch 1743 | loss: 0.0311197 | val_loss: 0.0311627 | Time: 1759.61 ms [2022-04-06 20:14:00 main:574] : INFO : Epoch 1744 | loss: 0.0311202 | val_loss: 0.0311571 | Time: 1773.13 ms [2022-04-06 20:14:02 main:574] : INFO : Epoch 1745 | loss: 0.0311166 | val_loss: 0.0311635 | Time: 1808.48 ms [2022-04-06 20:14:04 main:574] : INFO : Epoch 1746 | loss: 0.0311193 | val_loss: 0.0311584 | Time: 1799.14 ms [2022-04-06 20:14:06 main:574] : INFO : Epoch 1747 | loss: 0.0311224 | val_loss: 0.0311619 | Time: 1798.4 ms [2022-04-06 20:14:07 main:574] : INFO : Epoch 1748 | loss: 0.0311176 | val_loss: 0.0311574 | Time: 1792.79 ms [2022-04-06 20:14:09 main:574] : INFO : Epoch 1749 | loss: 0.0311162 | val_loss: 0.0311603 | Time: 1757.46 ms [2022-04-06 20:14:11 main:574] : INFO : Epoch 1750 | loss: 0.0311163 | val_loss: 0.0311585 | Time: 1750.17 ms [2022-04-06 20:14:13 main:574] : INFO : Epoch 1751 | loss: 0.0311145 | val_loss: 0.0311559 | Time: 1753.94 ms [2022-04-06 20:14:14 main:574] : INFO : Epoch 1752 | loss: 0.0311148 | val_loss: 0.0311568 | Time: 1752.38 ms [2022-04-06 20:14:16 main:574] : INFO : Epoch 1753 | loss: 0.0311137 | val_loss: 0.0311575 | Time: 1763.46 ms [2022-04-06 20:14:18 main:574] : INFO : Epoch 1754 | loss: 0.0311116 | val_loss: 0.0311518 | Time: 1774.21 ms [2022-04-06 20:14:20 main:574] : INFO : Epoch 1755 | loss: 0.0311124 | val_loss: 0.031159 | Time: 1773.83 ms [2022-04-06 20:14:22 main:574] : INFO : Epoch 1756 | loss: 0.0311127 | val_loss: 0.0311622 | Time: 1775.41 ms [2022-04-06 20:14:23 main:574] : INFO : Epoch 1757 | loss: 0.0311171 | val_loss: 0.0311574 | Time: 1753.42 ms [2022-04-06 20:14:25 main:574] : INFO : Epoch 1758 | loss: 0.0311128 | val_loss: 0.0311554 | Time: 1745.88 ms [2022-04-06 20:14:27 main:574] : INFO : Epoch 1759 | loss: 0.0311135 | val_loss: 0.0311545 | Time: 1809.61 ms [2022-04-06 20:14:29 main:574] : INFO : Epoch 1760 | loss: 0.0311127 | val_loss: 0.0311532 | Time: 1754.84 ms [2022-04-06 20:14:30 main:574] : INFO : Epoch 1761 | loss: 0.0311114 | val_loss: 0.0311513 | Time: 1754.2 ms [2022-04-06 20:14:32 main:574] : INFO : Epoch 1762 | loss: 0.0311128 | val_loss: 0.0311587 | Time: 1747.39 ms [2022-04-06 20:14:34 main:574] : INFO : Epoch 1763 | loss: 0.0311147 | val_loss: 0.0311542 | Time: 1754.07 ms [2022-04-06 20:14:36 main:574] : INFO : Epoch 1764 | loss: 0.0311107 | val_loss: 0.0311534 | Time: 1766.37 ms [2022-04-06 20:14:37 main:574] : INFO : Epoch 1765 | loss: 0.0311086 | val_loss: 0.031155 | Time: 1773.74 ms [2022-04-06 20:14:39 main:574] : INFO : Epoch 1766 | loss: 0.0311107 | val_loss: 0.0311571 | Time: 1739.88 ms [2022-04-06 20:14:41 main:574] : INFO : Epoch 1767 | loss: 0.0311128 | val_loss: 0.0311571 | Time: 1752.47 ms [2022-04-06 20:14:43 main:574] : INFO : Epoch 1768 | loss: 0.0311095 | val_loss: 0.0311546 | Time: 1765.62 ms [2022-04-06 20:14:45 main:574] : INFO : Epoch 1769 | loss: 0.0311094 | val_loss: 0.0311593 | Time: 1741.29 ms [2022-04-06 20:14:46 main:574] : INFO : Epoch 1770 | loss: 0.0311078 | val_loss: 0.031156 | Time: 1741.82 ms [2022-04-06 20:14:48 main:574] : INFO : Epoch 1771 | loss: 0.0311059 | val_loss: 0.031154 | Time: 1752.02 ms [2022-04-06 20:14:50 main:574] : INFO : Epoch 1772 | loss: 0.0311115 | val_loss: 0.0311587 | Time: 1765.12 ms [2022-04-06 20:14:52 main:574] : INFO : Epoch 1773 | loss: 0.0311209 | val_loss: 0.0311553 | Time: 1771.5 ms [2022-04-06 20:14:53 main:574] : INFO : Epoch 1774 | loss: 0.0311208 | val_loss: 0.0311588 | Time: 1758.03 ms [2022-04-06 20:14:55 main:574] : INFO : Epoch 1775 | loss: 0.03112 | val_loss: 0.0311577 | Time: 1795.27 ms [2022-04-06 20:14:57 main:574] : INFO : Epoch 1776 | loss: 0.0311154 | val_loss: 0.0311548 | Time: 1781.34 ms [2022-04-06 20:14:59 main:574] : INFO : Epoch 1777 | loss: 0.0311161 | val_loss: 0.0311515 | Time: 1758.71 ms [2022-04-06 20:15:00 main:574] : INFO : Epoch 1778 | loss: 0.0311112 | val_loss: 0.0311536 | Time: 1754.76 ms [2022-04-06 20:15:02 main:574] : INFO : Epoch 1779 | loss: 0.0311116 | val_loss: 0.0311508 | Time: 1732.62 ms [2022-04-06 20:15:04 main:574] : INFO : Epoch 1780 | loss: 0.0311121 | val_loss: 0.0311525 | Time: 1755.81 ms [2022-04-06 20:15:06 main:574] : INFO : Epoch 1781 | loss: 0.0311104 | val_loss: 0.0311531 | Time: 1745.43 ms [2022-04-06 20:15:07 main:574] : INFO : Epoch 1782 | loss: 0.0311104 | val_loss: 0.0311608 | Time: 1780.61 ms [2022-04-06 20:15:09 main:574] : INFO : Epoch 1783 | loss: 0.0311083 | val_loss: 0.0311571 | Time: 1748.5 ms [2022-04-06 20:15:11 main:574] : INFO : Epoch 1784 | loss: 0.0311115 | val_loss: 0.0311586 | Time: 1773.87 ms [2022-04-06 20:15:13 main:574] : INFO : Epoch 1785 | loss: 0.0311118 | val_loss: 0.031155 | Time: 1793.61 ms [2022-04-06 20:15:15 main:574] : INFO : Epoch 1786 | loss: 0.0311116 | val_loss: 0.031156 | Time: 1742.54 ms [2022-04-06 20:15:16 main:574] : INFO : Epoch 1787 | loss: 0.031121 | val_loss: 0.0311579 | Time: 1749.54 ms [2022-04-06 20:15:18 main:574] : INFO : Epoch 1788 | loss: 0.0311186 | val_loss: 0.0311606 | Time: 1760.15 ms [2022-04-06 20:15:20 main:574] : INFO : Epoch 1789 | loss: 0.0311184 | val_loss: 0.0311639 | Time: 1722.28 ms [2022-04-06 20:15:22 main:574] : INFO : Epoch 1790 | loss: 0.0311298 | val_loss: 0.0311583 | Time: 1741.61 ms [2022-04-06 20:15:23 main:574] : INFO : Epoch 1791 | loss: 0.0311314 | val_loss: 0.0311589 | Time: 1735.31 ms [2022-04-06 20:15:25 main:574] : INFO : Epoch 1792 | loss: 0.0311277 | val_loss: 0.0311538 | Time: 1787.85 ms [2022-04-06 20:15:27 main:574] : INFO : Epoch 1793 | loss: 0.0311263 | val_loss: 0.0311628 | Time: 1759.06 ms [2022-04-06 20:15:29 main:574] : INFO : Epoch 1794 | loss: 0.0311276 | val_loss: 0.0311578 | Time: 1741.85 ms [2022-04-06 20:15:30 main:574] : INFO : Epoch 1795 | loss: 0.0311259 | val_loss: 0.0311523 | Time: 1751 ms [2022-04-06 20:15:32 main:574] : INFO : Epoch 1796 | loss: 0.031124 | val_loss: 0.0311545 | Time: 1746.48 ms [2022-04-06 20:15:34 main:574] : INFO : Epoch 1797 | loss: 0.0311212 | val_loss: 0.0311568 | Time: 1782.38 ms [2022-04-06 20:15:36 main:574] : INFO : Epoch 1798 | loss: 0.0311193 | val_loss: 0.0311561 | Time: 1711.25 ms [2022-04-06 20:15:37 main:574] : INFO : Epoch 1799 | loss: 0.0311177 | val_loss: 0.0311585 | Time: 1742.62 ms [2022-04-06 20:15:39 main:574] : INFO : Epoch 1800 | loss: 0.0311159 | val_loss: 0.0311554 | Time: 1760.38 ms [2022-04-06 20:15:41 main:574] : INFO : Epoch 1801 | loss: 0.0311157 | val_loss: 0.0311587 | Time: 1757.47 ms [2022-04-06 20:15:43 main:574] : INFO : Epoch 1802 | loss: 0.0311214 | val_loss: 0.0311555 | Time: 1746.49 ms [2022-04-06 20:15:44 main:574] : INFO : Epoch 1803 | loss: 0.0311184 | val_loss: 0.031155 | Time: 1740.87 ms [2022-04-06 20:15:46 main:574] : INFO : Epoch 1804 | loss: 0.0311161 | val_loss: 0.0311556 | Time: 1761.3 ms [2022-04-06 20:15:48 main:574] : INFO : Epoch 1805 | loss: 0.0311203 | val_loss: 0.0311542 | Time: 1736.06 ms [2022-04-06 20:15:50 main:574] : INFO : Epoch 1806 | loss: 0.0311174 | val_loss: 0.0311579 | Time: 1781.68 ms [2022-04-06 20:15:52 main:574] : INFO : Epoch 1807 | loss: 0.0311162 | val_loss: 0.0311517 | Time: 1789.06 ms [2022-04-06 20:15:53 main:574] : INFO : Epoch 1808 | loss: 0.0311153 | val_loss: 0.0311576 | Time: 1747.31 ms [2022-04-06 20:15:55 main:574] : INFO : Epoch 1809 | loss: 0.0311194 | val_loss: 0.0311566 | Time: 1744.44 ms [2022-04-06 20:15:57 main:574] : INFO : Epoch 1810 | loss: 0.0311251 | val_loss: 0.0311538 | Time: 1746.66 ms [2022-04-06 20:15:59 main:574] : INFO : Epoch 1811 | loss: 0.0311181 | val_loss: 0.0311612 | Time: 1760.4 ms [2022-04-06 20:16:00 main:574] : INFO : Epoch 1812 | loss: 0.0311179 | val_loss: 0.0311607 | Time: 1735.33 ms [2022-04-06 20:16:02 main:574] : INFO : Epoch 1813 | loss: 0.0311188 | val_loss: 0.0311558 | Time: 1758.55 ms [2022-04-06 20:16:04 main:574] : INFO : Epoch 1814 | loss: 0.0311155 | val_loss: 0.0311586 | Time: 1719.05 ms [2022-04-06 20:16:06 main:574] : INFO : Epoch 1815 | loss: 0.0311139 | val_loss: 0.0311559 | Time: 1754.39 ms [2022-04-06 20:16:07 main:574] : INFO : Epoch 1816 | loss: 0.0311119 | val_loss: 0.0311597 | Time: 1722.98 ms [2022-04-06 20:16:09 main:574] : INFO : Epoch 1817 | loss: 0.0311111 | val_loss: 0.0311611 | Time: 1736.9 ms [2022-04-06 20:16:11 main:574] : INFO : Epoch 1818 | loss: 0.0311109 | val_loss: 0.0311607 | Time: 1706.78 ms [2022-04-06 20:16:12 main:574] : INFO : Epoch 1819 | loss: 0.0311143 | val_loss: 0.0311582 | Time: 1740.45 ms [2022-04-06 20:16:14 main:574] : INFO : Epoch 1820 | loss: 0.0311126 | val_loss: 0.031156 | Time: 1751.13 ms [2022-04-06 20:16:16 main:574] : INFO : Epoch 1821 | loss: 0.0311151 | val_loss: 0.0311671 | Time: 1741.87 ms [2022-04-06 20:16:18 main:574] : INFO : Epoch 1822 | loss: 0.031114 | val_loss: 0.0311593 | Time: 1741.27 ms [2022-04-06 20:16:19 main:574] : INFO : Epoch 1823 | loss: 0.0311127 | val_loss: 0.0311608 | Time: 1736.44 ms [2022-04-06 20:16:21 main:574] : INFO : Epoch 1824 | loss: 0.0311108 | val_loss: 0.0311623 | Time: 1729.42 ms [2022-04-06 20:16:23 main:574] : INFO : Epoch 1825 | loss: 0.0311098 | val_loss: 0.0311565 | Time: 1761.08 ms [2022-04-06 20:16:25 main:574] : INFO : Epoch 1826 | loss: 0.0311152 | val_loss: 0.0311633 | Time: 1740.82 ms [2022-04-06 20:16:26 main:574] : INFO : Epoch 1827 | loss: 0.0311163 | val_loss: 0.0311623 | Time: 1738.29 ms [2022-04-06 20:16:28 main:574] : INFO : Epoch 1828 | loss: 0.0311124 | val_loss: 0.031161 | Time: 1769.43 ms [2022-04-06 20:16:30 main:574] : INFO : Epoch 1829 | loss: 0.031111 | val_loss: 0.0311665 | Time: 1750.82 ms [2022-04-06 20:16:32 main:574] : INFO : Epoch 1830 | loss: 0.0311111 | val_loss: 0.0311558 | Time: 1761.26 ms [2022-04-06 20:16:34 main:574] : INFO : Epoch 1831 | loss: 0.0311119 | val_loss: 0.0311568 | Time: 1776.04 ms [2022-04-06 20:16:35 main:574] : INFO : Epoch 1832 | loss: 0.0311098 | val_loss: 0.0311615 | Time: 1733.5 ms [2022-04-06 20:16:37 main:574] : INFO : Epoch 1833 | loss: 0.0311082 | val_loss: 0.0311675 | Time: 1755.36 ms [2022-04-06 20:16:39 main:574] : INFO : Epoch 1834 | loss: 0.0311066 | val_loss: 0.0311574 | Time: 1779.97 ms [2022-04-06 20:16:41 main:574] : INFO : Epoch 1835 | loss: 0.0311063 | val_loss: 0.0311639 | Time: 1769.54 ms [2022-04-06 20:16:42 main:574] : INFO : Epoch 1836 | loss: 0.03111 | val_loss: 0.0311739 | Time: 1768.6 ms [2022-04-06 20:16:44 main:574] : INFO : Epoch 1837 | loss: 0.0311071 | val_loss: 0.0311613 | Time: 1746.57 ms [2022-04-06 20:16:46 main:574] : INFO : Epoch 1838 | loss: 0.0311083 | val_loss: 0.0311608 | Time: 1751.69 ms [2022-04-06 20:16:48 main:574] : INFO : Epoch 1839 | loss: 0.0311122 | val_loss: 0.0311588 | Time: 1731.68 ms [2022-04-06 20:16:49 main:574] : INFO : Epoch 1840 | loss: 0.0311106 | val_loss: 0.0311558 | Time: 1760.25 ms [2022-04-06 20:16:51 main:574] : INFO : Epoch 1841 | loss: 0.0311109 | val_loss: 0.0311618 | Time: 1744.3 ms [2022-04-06 20:16:53 main:574] : INFO : Epoch 1842 | loss: 0.0311102 | val_loss: 0.031167 | Time: 1751.73 ms [2022-04-06 20:16:55 main:574] : INFO : Epoch 1843 | loss: 0.0311127 | val_loss: 0.0311578 | Time: 1757.46 ms [2022-04-06 20:16:56 main:574] : INFO : Epoch 1844 | loss: 0.0311102 | val_loss: 0.0311603 | Time: 1791.91 ms [2022-04-06 20:16:58 main:574] : INFO : Epoch 1845 | loss: 0.0311108 | val_loss: 0.031158 | Time: 1741.18 ms [2022-04-06 20:17:00 main:574] : INFO : Epoch 1846 | loss: 0.0311113 | val_loss: 0.0311612 | Time: 1753.91 ms [2022-04-06 20:17:02 main:574] : INFO : Epoch 1847 | loss: 0.0311096 | val_loss: 0.031168 | Time: 1734.25 ms [2022-04-06 20:17:03 main:574] : INFO : Epoch 1848 | loss: 0.0311162 | val_loss: 0.031161 | Time: 1760.93 ms [2022-04-06 20:17:05 main:574] : INFO : Epoch 1849 | loss: 0.0311165 | val_loss: 0.0311574 | Time: 1748.63 ms [2022-04-06 20:17:07 main:574] : INFO : Epoch 1850 | loss: 0.0311163 | val_loss: 0.0311606 | Time: 1736.43 ms [2022-04-06 20:17:09 main:574] : INFO : Epoch 1851 | loss: 0.0311186 | val_loss: 0.0311567 | Time: 1752.83 ms [2022-04-06 20:17:11 main:574] : INFO : Epoch 1852 | loss: 0.0311164 | val_loss: 0.0311619 | Time: 1778.56 ms [2022-04-06 20:17:12 main:574] : INFO : Epoch 1853 | loss: 0.0311174 | val_loss: 0.0311512 | Time: 1738.4 ms [2022-04-06 20:17:14 main:574] : INFO : Epoch 1854 | loss: 0.031128 | val_loss: 0.0311549 | Time: 1760.37 ms [2022-04-06 20:17:16 main:574] : INFO : Epoch 1855 | loss: 0.0311229 | val_loss: 0.0311587 | Time: 1755.21 ms [2022-04-06 20:17:18 main:574] : INFO : Epoch 1856 | loss: 0.0311159 | val_loss: 0.0311518 | Time: 1772.77 ms [2022-04-06 20:17:19 main:574] : INFO : Epoch 1857 | loss: 0.0311153 | val_loss: 0.0311517 | Time: 1761.87 ms [2022-04-06 20:17:21 main:574] : INFO : Epoch 1858 | loss: 0.031117 | val_loss: 0.031154 | Time: 1767.72 ms [2022-04-06 20:17:23 main:574] : INFO : Epoch 1859 | loss: 0.0311155 | val_loss: 0.0311522 | Time: 1751.22 ms [2022-04-06 20:17:25 main:574] : INFO : Epoch 1860 | loss: 0.031113 | val_loss: 0.0311506 | Time: 1752.13 ms [2022-04-06 20:17:26 main:574] : INFO : Epoch 1861 | loss: 0.0311131 | val_loss: 0.0311519 | Time: 1742.2 ms [2022-04-06 20:17:28 main:574] : INFO : Epoch 1862 | loss: 0.0311111 | val_loss: 0.0311511 | Time: 1732.19 ms [2022-04-06 20:17:30 main:574] : INFO : Epoch 1863 | loss: 0.0311157 | val_loss: 0.0311605 | Time: 1779.22 ms [2022-04-06 20:17:32 main:574] : INFO : Epoch 1864 | loss: 0.0311121 | val_loss: 0.031155 | Time: 1717.12 ms [2022-04-06 20:17:33 main:574] : INFO : Epoch 1865 | loss: 0.0311085 | val_loss: 0.0311536 | Time: 1740.41 ms [2022-04-06 20:17:35 main:574] : INFO : Epoch 1866 | loss: 0.0311105 | val_loss: 0.0311545 | Time: 1775.66 ms [2022-04-06 20:17:37 main:574] : INFO : Epoch 1867 | loss: 0.0311106 | val_loss: 0.0311543 | Time: 1744.78 ms [2022-04-06 20:17:39 main:574] : INFO : Epoch 1868 | loss: 0.0311126 | val_loss: 0.0311552 | Time: 1735.41 ms [2022-04-06 20:17:40 main:574] : INFO : Epoch 1869 | loss: 0.0311144 | val_loss: 0.0311564 | Time: 1739.86 ms [2022-04-06 20:17:42 main:574] : INFO : Epoch 1870 | loss: 0.0311139 | val_loss: 0.0311534 | Time: 1753.56 ms [2022-04-06 20:17:44 main:574] : INFO : Epoch 1871 | loss: 0.0311208 | val_loss: 0.0311602 | Time: 1750.49 ms [2022-04-06 20:17:46 main:574] : INFO : Epoch 1872 | loss: 0.031119 | val_loss: 0.031149 | Time: 1730.89 ms [2022-04-06 20:17:47 main:574] : INFO : Epoch 1873 | loss: 0.0311148 | val_loss: 0.03115 | Time: 1753.56 ms [2022-04-06 20:17:49 main:574] : INFO : Epoch 1874 | loss: 0.0311118 | val_loss: 0.0311543 | Time: 1721.6 ms [2022-04-06 20:17:51 main:574] : INFO : Epoch 1875 | loss: 0.0311097 | val_loss: 0.0311486 | Time: 1729.12 ms [2022-04-06 20:17:53 main:574] : INFO : Epoch 1876 | loss: 0.0311102 | val_loss: 0.0311504 | Time: 1740.52 ms [2022-04-06 20:17:54 main:574] : INFO : Epoch 1877 | loss: 0.0311076 | val_loss: 0.0311487 | Time: 1748.2 ms [2022-04-06 20:17:56 main:574] : INFO : Epoch 1878 | loss: 0.031106 | val_loss: 0.0311504 | Time: 1762.58 ms [2022-04-06 20:17:58 main:574] : INFO : Epoch 1879 | loss: 0.0311061 | val_loss: 0.0311528 | Time: 1755.14 ms [2022-04-06 20:18:00 main:574] : INFO : Epoch 1880 | loss: 0.0311051 | val_loss: 0.0311509 | Time: 1748.68 ms [2022-04-06 20:18:01 main:574] : INFO : Epoch 1881 | loss: 0.0311076 | val_loss: 0.0311529 | Time: 1742.04 ms [2022-04-06 20:18:03 main:574] : INFO : Epoch 1882 | loss: 0.031107 | val_loss: 0.0311522 | Time: 1745.82 ms [2022-04-06 20:18:05 main:574] : INFO : Epoch 1883 | loss: 0.0311076 | val_loss: 0.031151 | Time: 1752.13 ms [2022-04-06 20:18:07 main:574] : INFO : Epoch 1884 | loss: 0.0311069 | val_loss: 0.0311509 | Time: 1783.18 ms [2022-04-06 20:18:08 main:574] : INFO : Epoch 1885 | loss: 0.0311068 | val_loss: 0.0311513 | Time: 1777.29 ms [2022-04-06 20:18:10 main:574] : INFO : Epoch 1886 | loss: 0.0311063 | val_loss: 0.0311513 | Time: 1733.48 ms [2022-04-06 20:18:12 main:574] : INFO : Epoch 1887 | loss: 0.0311081 | val_loss: 0.0311508 | Time: 1767.07 ms [2022-04-06 20:18:14 main:574] : INFO : Epoch 1888 | loss: 0.0311079 | val_loss: 0.0311523 | Time: 1794.88 ms [2022-04-06 20:18:16 main:574] : INFO : Epoch 1889 | loss: 0.0311073 | val_loss: 0.0311471 | Time: 1780.64 ms [2022-04-06 20:18:17 main:574] : INFO : Epoch 1890 | loss: 0.0311082 | val_loss: 0.0311495 | Time: 1771.63 ms [2022-04-06 20:18:19 main:574] : INFO : Epoch 1891 | loss: 0.0311087 | val_loss: 0.0311507 | Time: 1750.1 ms [2022-04-06 20:18:21 main:574] : INFO : Epoch 1892 | loss: 0.0311247 | val_loss: 0.0311518 | Time: 1760.53 ms [2022-04-06 20:18:23 main:574] : INFO : Epoch 1893 | loss: 0.0311348 | val_loss: 0.0311531 | Time: 1735.54 ms [2022-04-06 20:18:24 main:574] : INFO : Epoch 1894 | loss: 0.0311344 | val_loss: 0.0311538 | Time: 1774.1 ms [2022-04-06 20:18:26 main:574] : INFO : Epoch 1895 | loss: 0.0311339 | val_loss: 0.0311585 | Time: 1767.42 ms [2022-04-06 20:18:28 main:574] : INFO : Epoch 1896 | loss: 0.0311321 | val_loss: 0.0311541 | Time: 1749.31 ms [2022-04-06 20:18:30 main:574] : INFO : Epoch 1897 | loss: 0.0311247 | val_loss: 0.0311574 | Time: 1730.11 ms [2022-04-06 20:18:31 main:574] : INFO : Epoch 1898 | loss: 0.0311241 | val_loss: 0.0311527 | Time: 1788.86 ms [2022-04-06 20:18:33 main:574] : INFO : Epoch 1899 | loss: 0.0311218 | val_loss: 0.0311588 | Time: 1761.25 ms [2022-04-06 20:18:35 main:574] : INFO : Epoch 1900 | loss: 0.0311205 | val_loss: 0.0311535 | Time: 1751.58 ms [2022-04-06 20:18:37 main:574] : INFO : Epoch 1901 | loss: 0.0311209 | val_loss: 0.0311542 | Time: 1752.86 ms [2022-04-06 20:18:39 main:574] : INFO : Epoch 1902 | loss: 0.0311195 | val_loss: 0.0311534 | Time: 1774.76 ms [2022-04-06 20:18:40 main:574] : INFO : Epoch 1903 | loss: 0.0311175 | val_loss: 0.0311519 | Time: 1761.75 ms [2022-04-06 20:18:42 main:574] : INFO : Epoch 1904 | loss: 0.0311179 | val_loss: 0.0311514 | Time: 1787.21 ms [2022-04-06 20:18:44 main:574] : INFO : Epoch 1905 | loss: 0.0311136 | val_loss: 0.0311533 | Time: 1742.46 ms [2022-04-06 20:18:46 main:574] : INFO : Epoch 1906 | loss: 0.0311209 | val_loss: 0.0311585 | Time: 1745.71 ms [2022-04-06 20:18:47 main:574] : INFO : Epoch 1907 | loss: 0.0311264 | val_loss: 0.0311542 | Time: 1775.17 ms [2022-04-06 20:18:49 main:574] : INFO : Epoch 1908 | loss: 0.0311217 | val_loss: 0.0311521 | Time: 1750.44 ms [2022-04-06 20:18:51 main:574] : INFO : Epoch 1909 | loss: 0.0311185 | val_loss: 0.0311532 | Time: 1757.26 ms [2022-04-06 20:18:53 main:574] : INFO : Epoch 1910 | loss: 0.0311206 | val_loss: 0.0311576 | Time: 1778.31 ms [2022-04-06 20:18:54 main:574] : INFO : Epoch 1911 | loss: 0.0311254 | val_loss: 0.0311609 | Time: 1758.11 ms [2022-04-06 20:18:56 main:574] : INFO : Epoch 1912 | loss: 0.0311233 | val_loss: 0.0311635 | Time: 1741.97 ms [2022-04-06 20:18:58 main:574] : INFO : Epoch 1913 | loss: 0.0311204 | val_loss: 0.0311562 | Time: 1751.86 ms [2022-04-06 20:19:00 main:574] : INFO : Epoch 1914 | loss: 0.0311171 | val_loss: 0.0311587 | Time: 1738.96 ms [2022-04-06 20:19:01 main:574] : INFO : Epoch 1915 | loss: 0.0311158 | val_loss: 0.0311538 | Time: 1740.46 ms [2022-04-06 20:19:03 main:574] : INFO : Epoch 1916 | loss: 0.0311162 | val_loss: 0.0311569 | Time: 1786.03 ms [2022-04-06 20:19:05 main:574] : INFO : Epoch 1917 | loss: 0.0311138 | val_loss: 0.0311617 | Time: 1771.27 ms [2022-04-06 20:19:07 main:574] : INFO : Epoch 1918 | loss: 0.0311153 | val_loss: 0.0311572 | Time: 1756.78 ms [2022-04-06 20:19:09 main:574] : INFO : Epoch 1919 | loss: 0.0311138 | val_loss: 0.0311564 | Time: 1756.02 ms [2022-04-06 20:19:10 main:574] : INFO : Epoch 1920 | loss: 0.0311147 | val_loss: 0.0311555 | Time: 1759.45 ms [2022-04-06 20:19:12 main:574] : INFO : Epoch 1921 | loss: 0.0311129 | val_loss: 0.031161 | Time: 1775.85 ms [2022-04-06 20:19:14 main:574] : INFO : Epoch 1922 | loss: 0.0311131 | val_loss: 0.0311567 | Time: 1772.47 ms [2022-04-06 20:19:16 main:574] : INFO : Epoch 1923 | loss: 0.0311143 | val_loss: 0.0311546 | Time: 1752.41 ms [2022-04-06 20:19:17 main:574] : INFO : Epoch 1924 | loss: 0.0311137 | val_loss: 0.0311544 | Time: 1742.94 ms [2022-04-06 20:19:19 main:574] : INFO : Epoch 1925 | loss: 0.031114 | val_loss: 0.0311583 | Time: 1771.9 ms [2022-04-06 20:19:21 main:574] : INFO : Epoch 1926 | loss: 0.0311141 | val_loss: 0.0311651 | Time: 1738.35 ms [2022-04-06 20:19:23 main:574] : INFO : Epoch 1927 | loss: 0.0311137 | val_loss: 0.0311623 | Time: 1734.91 ms [2022-04-06 20:19:24 main:574] : INFO : Epoch 1928 | loss: 0.0311103 | val_loss: 0.0311573 | Time: 1764.58 ms [2022-04-06 20:19:26 main:574] : INFO : Epoch 1929 | loss: 0.0311159 | val_loss: 0.0311547 | Time: 1780.57 ms [2022-04-06 20:19:28 main:574] : INFO : Epoch 1930 | loss: 0.0311153 | val_loss: 0.0311542 | Time: 1763.34 ms [2022-04-06 20:19:30 main:574] : INFO : Epoch 1931 | loss: 0.0311148 | val_loss: 0.0311543 | Time: 1726.86 ms [2022-04-06 20:19:31 main:574] : INFO : Epoch 1932 | loss: 0.0311153 | val_loss: 0.0311504 | Time: 1774.47 ms [2022-04-06 20:19:33 main:574] : INFO : Epoch 1933 | loss: 0.0311161 | val_loss: 0.0311509 | Time: 1728.92 ms [2022-04-06 20:19:35 main:574] : INFO : Epoch 1934 | loss: 0.0311183 | val_loss: 0.0311505 | Time: 1762.31 ms [2022-04-06 20:19:37 main:574] : INFO : Epoch 1935 | loss: 0.031114 | val_loss: 0.031149 | Time: 1744.99 ms [2022-04-06 20:19:38 main:574] : INFO : Epoch 1936 | loss: 0.0311155 | val_loss: 0.0311663 | Time: 1734.75 ms [2022-04-06 20:19:40 main:574] : INFO : Epoch 1937 | loss: 0.0311188 | val_loss: 0.031152 | Time: 1745.38 ms [2022-04-06 20:19:42 main:574] : INFO : Epoch 1938 | loss: 0.0311147 | val_loss: 0.0311578 | Time: 1743.48 ms [2022-04-06 20:19:44 main:574] : INFO : Epoch 1939 | loss: 0.0311108 | val_loss: 0.0311508 | Time: 1758.46 ms [2022-04-06 20:19:45 main:574] : INFO : Epoch 1940 | loss: 0.0311099 | val_loss: 0.031152 | Time: 1753.57 ms [2022-04-06 20:19:47 main:574] : INFO : Epoch 1941 | loss: 0.0311104 | val_loss: 0.0311515 | Time: 1753.66 ms [2022-04-06 20:19:49 main:574] : INFO : Epoch 1942 | loss: 0.0311091 | val_loss: 0.0311536 | Time: 1783.75 ms [2022-04-06 20:19:51 main:574] : INFO : Epoch 1943 | loss: 0.0311085 | val_loss: 0.0311577 | Time: 1778.79 ms [2022-04-06 20:19:53 main:574] : INFO : Epoch 1944 | loss: 0.0311082 | val_loss: 0.0311546 | Time: 1714.89 ms [2022-04-06 20:19:54 main:574] : INFO : Epoch 1945 | loss: 0.0311086 | val_loss: 0.0311558 | Time: 1725.92 ms [2022-04-06 20:19:56 main:574] : INFO : Epoch 1946 | loss: 0.0311064 | val_loss: 0.0311521 | Time: 1882.14 ms [2022-04-06 20:19:58 main:574] : INFO : Epoch 1947 | loss: 0.0311081 | val_loss: 0.0311565 | Time: 1728.03 ms [2022-04-06 20:20:00 main:574] : INFO : Epoch 1948 | loss: 0.0311078 | val_loss: 0.0311548 | Time: 1770.14 ms [2022-04-06 20:20:01 main:574] : INFO : Epoch 1949 | loss: 0.031116 | val_loss: 0.0311497 | Time: 1710.62 ms [2022-04-06 20:20:03 main:574] : INFO : Epoch 1950 | loss: 0.0311241 | val_loss: 0.0311522 | Time: 1791.93 ms [2022-04-06 20:20:05 main:574] : INFO : Epoch 1951 | loss: 0.0311245 | val_loss: 0.0311499 | Time: 1692.28 ms [2022-04-06 20:20:07 main:574] : INFO : Epoch 1952 | loss: 0.0311235 | val_loss: 0.031155 | Time: 1776.83 ms [2022-04-06 20:20:08 main:574] : INFO : Epoch 1953 | loss: 0.0311182 | val_loss: 0.0311608 | Time: 1747.07 ms [2022-04-06 20:20:10 main:574] : INFO : Epoch 1954 | loss: 0.0311166 | val_loss: 0.0311553 | Time: 1775.75 ms [2022-04-06 20:20:12 main:574] : INFO : Epoch 1955 | loss: 0.0311185 | val_loss: 0.0311593 | Time: 1769.41 ms [2022-04-06 20:20:14 main:574] : INFO : Epoch 1956 | loss: 0.0311187 | val_loss: 0.0311596 | Time: 1726.57 ms [2022-04-06 20:20:16 main:574] : INFO : Epoch 1957 | loss: 0.0311182 | val_loss: 0.0311618 | Time: 1778.78 ms [2022-04-06 20:20:17 main:574] : INFO : Epoch 1958 | loss: 0.0311194 | val_loss: 0.0311612 | Time: 1762.55 ms [2022-04-06 20:20:19 main:574] : INFO : Epoch 1959 | loss: 0.0311158 | val_loss: 0.0311612 | Time: 1726.27 ms [2022-04-06 20:20:21 main:574] : INFO : Epoch 1960 | loss: 0.0311172 | val_loss: 0.0311589 | Time: 1763.88 ms [2022-04-06 20:20:23 main:574] : INFO : Epoch 1961 | loss: 0.0311128 | val_loss: 0.0311573 | Time: 1761.55 ms [2022-04-06 20:20:24 main:574] : INFO : Epoch 1962 | loss: 0.031112 | val_loss: 0.0311584 | Time: 1734.46 ms [2022-04-06 20:20:26 main:574] : INFO : Epoch 1963 | loss: 0.0311141 | val_loss: 0.0311646 | Time: 1722.68 ms [2022-04-06 20:20:28 main:574] : INFO : Epoch 1964 | loss: 0.0311135 | val_loss: 0.0311598 | Time: 1765.13 ms [2022-04-06 20:20:30 main:574] : INFO : Epoch 1965 | loss: 0.0311102 | val_loss: 0.031159 | Time: 1744.16 ms [2022-04-06 20:20:31 main:574] : INFO : Epoch 1966 | loss: 0.0311083 | val_loss: 0.0311608 | Time: 1783.39 ms [2022-04-06 20:20:33 main:574] : INFO : Epoch 1967 | loss: 0.0311107 | val_loss: 0.0311648 | Time: 1779.51 ms [2022-04-06 20:20:35 main:574] : INFO : Epoch 1968 | loss: 0.0311108 | val_loss: 0.0311551 | Time: 1745.89 ms [2022-04-06 20:20:37 main:574] : INFO : Epoch 1969 | loss: 0.0311122 | val_loss: 0.0311603 | Time: 1763.57 ms [2022-04-06 20:20:38 main:574] : INFO : Epoch 1970 | loss: 0.0311132 | val_loss: 0.031161 | Time: 1760.5 ms [2022-04-06 20:20:40 main:574] : INFO : Epoch 1971 | loss: 0.0311121 | val_loss: 0.031154 | Time: 1778.87 ms [2022-04-06 20:20:42 main:574] : INFO : Epoch 1972 | loss: 0.0311087 | val_loss: 0.0311604 | Time: 1735.39 ms [2022-04-06 20:20:44 main:574] : INFO : Epoch 1973 | loss: 0.0311113 | val_loss: 0.0311691 | Time: 1854.27 ms [2022-04-06 20:20:46 main:574] : INFO : Epoch 1974 | loss: 0.0311108 | val_loss: 0.0311618 | Time: 1762.51 ms [2022-04-06 20:20:47 main:574] : INFO : Epoch 1975 | loss: 0.0311112 | val_loss: 0.0311582 | Time: 1758.26 ms [2022-04-06 20:20:49 main:574] : INFO : Epoch 1976 | loss: 0.0311106 | val_loss: 0.0311658 | Time: 1772.92 ms [2022-04-06 20:20:51 main:574] : INFO : Epoch 1977 | loss: 0.0311096 | val_loss: 0.0311603 | Time: 1741.13 ms [2022-04-06 20:20:53 main:574] : INFO : Epoch 1978 | loss: 0.0311505 | val_loss: 0.0312091 | Time: 1779.42 ms [2022-04-06 20:20:54 main:574] : INFO : Epoch 1979 | loss: 0.0331418 | val_loss: 0.0357807 | Time: 1765.41 ms [2022-04-06 20:20:56 main:574] : INFO : Epoch 1980 | loss: 0.0325949 | val_loss: 0.0315682 | Time: 1751.53 ms [2022-04-06 20:20:58 main:574] : INFO : Epoch 1981 | loss: 0.0313782 | val_loss: 0.0312345 | Time: 1756.74 ms [2022-04-06 20:21:00 main:574] : INFO : Epoch 1982 | loss: 0.0311951 | val_loss: 0.0311682 | Time: 1738.79 ms [2022-04-06 20:21:01 main:574] : INFO : Epoch 1983 | loss: 0.0311667 | val_loss: 0.0311628 | Time: 1777.15 ms [2022-04-06 20:21:03 main:574] : INFO : Epoch 1984 | loss: 0.0311586 | val_loss: 0.0311602 | Time: 1751.54 ms [2022-04-06 20:21:05 main:574] : INFO : Epoch 1985 | loss: 0.0311535 | val_loss: 0.0311594 | Time: 1796.38 ms [2022-04-06 20:21:07 main:574] : INFO : Epoch 1986 | loss: 0.0311515 | val_loss: 0.0311555 | Time: 1761.87 ms [2022-04-06 20:21:09 main:574] : INFO : Epoch 1987 | loss: 0.0311514 | val_loss: 0.0311589 | Time: 1754.11 ms [2022-04-06 20:21:10 main:574] : INFO : Epoch 1988 | loss: 0.0311488 | val_loss: 0.031156 | Time: 1762.47 ms [2022-04-06 20:21:12 main:574] : INFO : Epoch 1989 | loss: 0.0311473 | val_loss: 0.0311587 | Time: 1758.71 ms [2022-04-06 20:21:14 main:574] : INFO : Epoch 1990 | loss: 0.0311479 | val_loss: 0.0311595 | Time: 1716.47 ms [2022-04-06 20:21:16 main:574] : INFO : Epoch 1991 | loss: 0.0311457 | val_loss: 0.0311686 | Time: 1776.25 ms [2022-04-06 20:21:17 main:574] : INFO : Epoch 1992 | loss: 0.0311455 | val_loss: 0.0311621 | Time: 1734.05 ms [2022-04-06 20:21:19 main:574] : INFO : Epoch 1993 | loss: 0.0311433 | val_loss: 0.0311612 | Time: 1746.41 ms [2022-04-06 20:21:21 main:574] : INFO : Epoch 1994 | loss: 0.0311416 | val_loss: 0.0311531 | Time: 1771.64 ms [2022-04-06 20:21:23 main:574] : INFO : Epoch 1995 | loss: 0.0311406 | val_loss: 0.0311536 | Time: 1736.64 ms [2022-04-06 20:21:24 main:574] : INFO : Epoch 1996 | loss: 0.0311392 | val_loss: 0.0311581 | Time: 1754.06 ms [2022-04-06 20:21:26 main:574] : INFO : Epoch 1997 | loss: 0.0311386 | val_loss: 0.0311609 | Time: 1755.53 ms [2022-04-06 20:21:28 main:574] : INFO : Epoch 1998 | loss: 0.0311382 | val_loss: 0.0311652 | Time: 1737.5 ms [2022-04-06 20:21:30 main:574] : INFO : Epoch 1999 | loss: 0.0311442 | val_loss: 0.0311601 | Time: 1788.02 ms [2022-04-06 20:21:31 main:574] : INFO : Epoch 2000 | loss: 0.0311403 | val_loss: 0.0311563 | Time: 1760.93 ms [2022-04-06 20:21:33 main:574] : INFO : Epoch 2001 | loss: 0.0311388 | val_loss: 0.0311525 | Time: 1758.42 ms [2022-04-06 20:21:35 main:574] : INFO : Epoch 2002 | loss: 0.0311421 | val_loss: 0.0311637 | Time: 1749.88 ms [2022-04-06 20:21:37 main:574] : INFO : Epoch 2003 | loss: 0.0311561 | val_loss: 0.0311591 | Time: 1717.08 ms [2022-04-06 20:21:38 main:574] : INFO : Epoch 2004 | loss: 0.0311548 | val_loss: 0.0311601 | Time: 1739.27 ms [2022-04-06 20:21:40 main:574] : INFO : Epoch 2005 | loss: 0.0311555 | val_loss: 0.0311573 | Time: 1764.37 ms [2022-04-06 20:21:42 main:574] : INFO : Epoch 2006 | loss: 0.0311514 | val_loss: 0.0311634 | Time: 1751.18 ms [2022-04-06 20:21:44 main:574] : INFO : Epoch 2007 | loss: 0.0311527 | val_loss: 0.0311729 | Time: 1736.8 ms [2022-04-06 20:21:45 main:574] : INFO : Epoch 2008 | loss: 0.0311527 | val_loss: 0.0311642 | Time: 1762.47 ms [2022-04-06 20:21:47 main:574] : INFO : Epoch 2009 | loss: 0.0311448 | val_loss: 0.0311552 | Time: 1767.34 ms [2022-04-06 20:21:49 main:574] : INFO : Epoch 2010 | loss: 0.0311428 | val_loss: 0.031157 | Time: 1748.14 ms [2022-04-06 20:21:51 main:574] : INFO : Epoch 2011 | loss: 0.0311417 | val_loss: 0.031155 | Time: 1750.53 ms [2022-04-06 20:21:52 main:574] : INFO : Epoch 2012 | loss: 0.0311407 | val_loss: 0.0311557 | Time: 1723.47 ms [2022-04-06 20:21:54 main:574] : INFO : Epoch 2013 | loss: 0.0311424 | val_loss: 0.0311572 | Time: 1755.41 ms [2022-04-06 20:21:56 main:574] : INFO : Epoch 2014 | loss: 0.0311392 | val_loss: 0.0311576 | Time: 1765.28 ms [2022-04-06 20:21:58 main:574] : INFO : Epoch 2015 | loss: 0.0311382 | val_loss: 0.0311567 | Time: 1797.38 ms [2022-04-06 20:22:00 main:574] : INFO : Epoch 2016 | loss: 0.031138 | val_loss: 0.0311566 | Time: 1728.75 ms [2022-04-06 20:22:01 main:574] : INFO : Epoch 2017 | loss: 0.0311364 | val_loss: 0.0311566 | Time: 1742.16 ms [2022-04-06 20:22:03 main:574] : INFO : Epoch 2018 | loss: 0.0311412 | val_loss: 0.0311575 | Time: 1765.86 ms [2022-04-06 20:22:05 main:574] : INFO : Epoch 2019 | loss: 0.0311427 | val_loss: 0.0311605 | Time: 1744.91 ms [2022-04-06 20:22:07 main:574] : INFO : Epoch 2020 | loss: 0.0311395 | val_loss: 0.0311607 | Time: 1779.02 ms [2022-04-06 20:22:08 main:574] : INFO : Epoch 2021 | loss: 0.0311373 | val_loss: 0.0311584 | Time: 1765.86 ms [2022-04-06 20:22:10 main:574] : INFO : Epoch 2022 | loss: 0.0311406 | val_loss: 0.031153 | Time: 1727.2 ms [2022-04-06 20:22:12 main:574] : INFO : Epoch 2023 | loss: 0.0311422 | val_loss: 0.0311566 | Time: 1767.08 ms [2022-04-06 20:22:14 main:574] : INFO : Epoch 2024 | loss: 0.0311416 | val_loss: 0.0311587 | Time: 1745.73 ms [2022-04-06 20:22:15 main:574] : INFO : Epoch 2025 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 1759.17 ms [2022-04-06 20:22:17 main:574] : INFO : Epoch 2026 | loss: 0.0311352 | val_loss: 0.0311587 | Time: 1768.37 ms [2022-04-06 20:22:19 main:574] : INFO : Epoch 2027 | loss: 0.0311332 | val_loss: 0.0311607 | Time: 1705.63 ms [2022-04-06 20:22:21 main:574] : INFO : Epoch 2028 | loss: 0.031137 | val_loss: 0.0311647 | Time: 1764.2 ms [2022-04-06 20:22:22 main:574] : INFO : Epoch 2029 | loss: 0.0311355 | val_loss: 0.0311534 | Time: 1730.25 ms [2022-04-06 20:22:24 main:574] : INFO : Epoch 2030 | loss: 0.0311344 | val_loss: 0.0311625 | Time: 1766.88 ms [2022-04-06 20:22:26 main:574] : INFO : Epoch 2031 | loss: 0.0311334 | val_loss: 0.0311535 | Time: 1724.77 ms [2022-04-06 20:22:28 main:574] : INFO : Epoch 2032 | loss: 0.0311348 | val_loss: 0.0311591 | Time: 1743.92 ms [2022-04-06 20:22:29 main:574] : INFO : Epoch 2033 | loss: 0.0311348 | val_loss: 0.031165 | Time: 1775.38 ms [2022-04-06 20:22:31 main:574] : INFO : Epoch 2034 | loss: 0.0311371 | val_loss: 0.0311527 | Time: 1740.71 ms [2022-04-06 20:22:33 main:574] : INFO : Epoch 2035 | loss: 0.0311329 | val_loss: 0.0311561 | Time: 1742.95 ms [2022-04-06 20:22:35 main:574] : INFO : Epoch 2036 | loss: 0.0311302 | val_loss: 0.0311548 | Time: 1757.46 ms [2022-04-06 20:22:36 main:574] : INFO : Epoch 2037 | loss: 0.0311334 | val_loss: 0.0311558 | Time: 1746.71 ms [2022-04-06 20:22:38 main:574] : INFO : Epoch 2038 | loss: 0.0311344 | val_loss: 0.0311583 | Time: 1691.38 ms [2022-04-06 20:22:40 main:574] : INFO : Epoch 2039 | loss: 0.0311303 | val_loss: 0.0311523 | Time: 1759.31 ms [2022-04-06 20:22:42 main:574] : INFO : Epoch 2040 | loss: 0.031128 | val_loss: 0.031156 | Time: 1793.56 ms [2022-04-06 20:22:43 main:574] : INFO : Epoch 2041 | loss: 0.0311302 | val_loss: 0.0311585 | Time: 1766.03 ms [2022-04-06 20:22:45 main:574] : INFO : Epoch 2042 | loss: 0.031133 | val_loss: 0.0311616 | Time: 1746.41 ms [2022-04-06 20:22:47 main:574] : INFO : Epoch 2043 | loss: 0.0311307 | val_loss: 0.0311595 | Time: 1748.32 ms [2022-04-06 20:22:49 main:574] : INFO : Epoch 2044 | loss: 0.0311326 | val_loss: 0.0311532 | Time: 1761.94 ms [2022-04-06 20:22:51 main:574] : INFO : Epoch 2045 | loss: 0.0311315 | val_loss: 0.031156 | Time: 1791.22 ms [2022-04-06 20:22:52 main:574] : INFO : Epoch 2046 | loss: 0.0311291 | val_loss: 0.0311534 | Time: 1762.41 ms [2022-04-06 20:22:54 main:574] : INFO : Epoch 2047 | loss: 0.0311294 | val_loss: 0.0311562 | Time: 1722.91 ms [2022-04-06 20:22:56 main:574] : INFO : Epoch 2048 | loss: 0.0311284 | val_loss: 0.0311591 | Time: 1768.79 ms [2022-04-06 20:22:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311591 [2022-04-06 20:22:56 main:603] : INFO : Saving end state to config to file [2022-04-06 20:22:56 main:608] : INFO : Success, exiting.. 20:22:56 (2152): 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)