Task 7614164
| Name | ParityModified-1631734967-23259-2_0 |
| Workunit | 5268550 |
| Created | 26 Sep 2021, 21:12:30 UTC |
| Sent | 29 Sep 2021, 22:00:50 UTC |
| Report deadline | 6 Oct 2021, 22:00:50 UTC |
| Received | 30 Sep 2021, 11:33:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 59 min 23 sec |
| CPU time | 59 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:581] : INFO : Epoch 1538 | loss: 0.0312209 | val_loss: 0.0312229 | Time: 1752.29 ms [2021-09-30 07:17:03 main:581] : INFO : Epoch 1539 | loss: 0.0312222 | val_loss: 0.0312216 | Time: 1722.92 ms [2021-09-30 07:17:04 main:581] : INFO : Epoch 1540 | loss: 0.0312218 | val_loss: 0.0312226 | Time: 1717.32 ms [2021-09-30 07:17:06 main:581] : INFO : Epoch 1541 | loss: 0.0312215 | val_loss: 0.0312214 | Time: 1754.73 ms [2021-09-30 07:17:08 main:581] : INFO : Epoch 1542 | loss: 0.0312206 | val_loss: 0.0312213 | Time: 1734.56 ms [2021-09-30 07:17:10 main:581] : INFO : Epoch 1543 | loss: 0.031221 | val_loss: 0.0312227 | Time: 1749.87 ms [2021-09-30 07:17:11 main:581] : INFO : Epoch 1544 | loss: 0.031222 | val_loss: 0.0312209 | Time: 1727.33 ms [2021-09-30 07:17:13 main:581] : INFO : Epoch 1545 | loss: 0.0312209 | val_loss: 0.0312207 | Time: 1738.96 ms [2021-09-30 07:17:15 main:581] : INFO : Epoch 1546 | loss: 0.0312209 | val_loss: 0.0312209 | Time: 1736.94 ms [2021-09-30 07:17:17 main:581] : INFO : Epoch 1547 | loss: 0.0312206 | val_loss: 0.0312209 | Time: 1718.44 ms [2021-09-30 07:17:18 main:581] : INFO : Epoch 1548 | loss: 0.031221 | val_loss: 0.0312234 | Time: 1733.65 ms [2021-09-30 07:17:20 main:581] : INFO : Epoch 1549 | loss: 0.0312233 | val_loss: 0.0312212 | Time: 1732.13 ms [2021-09-30 07:17:22 main:581] : INFO : Epoch 1550 | loss: 0.0312239 | val_loss: 0.0312228 | Time: 1704.92 ms [2021-09-30 07:17:24 main:581] : INFO : Epoch 1551 | loss: 0.031223 | val_loss: 0.0312234 | Time: 1726.49 ms [2021-09-30 07:17:25 main:581] : INFO : Epoch 1552 | loss: 0.031222 | val_loss: 0.0312217 | Time: 1730.81 ms [2021-09-30 07:17:27 main:581] : INFO : Epoch 1553 | loss: 0.0312211 | val_loss: 0.0312206 | Time: 1740.15 ms [2021-09-30 07:17:29 main:581] : INFO : Epoch 1554 | loss: 0.0312215 | val_loss: 0.0312206 | Time: 1718.18 ms [2021-09-30 07:17:30 main:581] : INFO : Epoch 1555 | loss: 0.0312209 | val_loss: 0.0312207 | Time: 1739.9 ms [2021-09-30 07:17:32 main:581] : INFO : Epoch 1556 | loss: 0.0312207 | val_loss: 0.0312216 | Time: 1740.74 ms [2021-09-30 07:17:34 main:581] : INFO : Epoch 1557 | loss: 0.0312213 | val_loss: 0.0312214 | Time: 1739.62 ms [2021-09-30 07:17:36 main:581] : INFO : Epoch 1558 | loss: 0.0312207 | val_loss: 0.0312214 | Time: 1744.94 ms [2021-09-30 07:17:37 main:581] : INFO : Epoch 1559 | loss: 0.0312208 | val_loss: 0.0312222 | Time: 1724.9 ms [2021-09-30 07:17:39 main:581] : INFO : Epoch 1560 | loss: 0.0312217 | val_loss: 0.0312211 | Time: 1734.85 ms [2021-09-30 07:17:41 main:581] : INFO : Epoch 1561 | loss: 0.0312212 | val_loss: 0.0312229 | Time: 1735.77 ms [2021-09-30 07:17:43 main:581] : INFO : Epoch 1562 | loss: 0.0312209 | val_loss: 0.0312212 | Time: 1737.69 ms [2021-09-30 07:17:44 main:581] : INFO : Epoch 1563 | loss: 0.0312206 | val_loss: 0.0312213 | Time: 1754.75 ms [2021-09-30 07:17:46 main:581] : INFO : Epoch 1564 | loss: 0.0312204 | val_loss: 0.0312217 | Time: 1763.55 ms [2021-09-30 07:17:48 main:581] : INFO : Epoch 1565 | loss: 0.0312208 | val_loss: 0.0312211 | Time: 1717.13 ms [2021-09-30 07:17:50 main:581] : INFO : Epoch 1566 | loss: 0.0312203 | val_loss: 0.031221 | Time: 1740.54 ms [2021-09-30 07:17:51 main:581] : INFO : Epoch 1567 | loss: 0.0312204 | val_loss: 0.0312207 | Time: 1742.57 ms [2021-09-30 07:17:53 main:581] : INFO : Epoch 1568 | loss: 0.0312203 | val_loss: 0.0312216 | Time: 1737.99 ms [2021-09-30 07:17:55 main:581] : INFO : Epoch 1569 | loss: 0.0312221 | val_loss: 0.0312238 | Time: 1751.85 ms [2021-09-30 07:17:57 main:581] : INFO : Epoch 1570 | loss: 0.0312213 | val_loss: 0.031223 | Time: 1756.77 ms [2021-09-30 07:17:58 main:581] : INFO : Epoch 1571 | loss: 0.0312203 | val_loss: 0.0312211 | Time: 1746.23 ms [2021-09-30 07:18:00 main:581] : INFO : Epoch 1572 | loss: 0.0312206 | val_loss: 0.0312212 | Time: 1737.19 ms [2021-09-30 07:18:02 main:581] : INFO : Epoch 1573 | loss: 0.0312209 | val_loss: 0.0312209 | Time: 1741.71 ms [2021-09-30 07:18:04 main:581] : INFO : Epoch 1574 | loss: 0.0312213 | val_loss: 0.0312254 | Time: 1740.88 ms [2021-09-30 07:18:05 main:581] : INFO : Epoch 1575 | loss: 0.0312212 | val_loss: 0.0312208 | Time: 1745.3 ms [2021-09-30 07:18:07 main:581] : INFO : Epoch 1576 | loss: 0.0312217 | val_loss: 0.0312208 | Time: 1748.88 ms [2021-09-30 07:18:09 main:581] : INFO : Epoch 1577 | loss: 0.0312216 | val_loss: 0.0312209 | Time: 1741.01 ms [2021-09-30 07:18:11 main:581] : INFO : Epoch 1578 | loss: 0.0312215 | val_loss: 0.0312228 | Time: 1741.35 ms [2021-09-30 07:18:12 main:581] : INFO : Epoch 1579 | loss: 0.0312216 | val_loss: 0.0312213 | Time: 1727.59 ms [2021-09-30 07:18:14 main:581] : INFO : Epoch 1580 | loss: 0.0312207 | val_loss: 0.0312236 | Time: 1743.18 ms [2021-09-30 07:18:16 main:581] : INFO : Epoch 1581 | loss: 0.031223 | val_loss: 0.0312252 | Time: 1743.75 ms [2021-09-30 07:18:18 main:581] : INFO : Epoch 1582 | loss: 0.0312218 | val_loss: 0.0312208 | Time: 1756.57 ms [2021-09-30 07:18:19 main:581] : INFO : Epoch 1583 | loss: 0.0312202 | val_loss: 0.0312205 | Time: 1730.79 ms [2021-09-30 07:18:21 main:581] : INFO : Epoch 1584 | loss: 0.0312201 | val_loss: 0.0312206 | Time: 1740.43 ms [2021-09-30 07:18:23 main:581] : INFO : Epoch 1585 | loss: 0.0312199 | val_loss: 0.0312205 | Time: 1743.13 ms [2021-09-30 07:18:24 main:581] : INFO : Epoch 1586 | loss: 0.0312222 | val_loss: 0.0312207 | Time: 1730.24 ms [2021-09-30 07:18:26 main:581] : INFO : Epoch 1587 | loss: 0.0312212 | val_loss: 0.0312221 | Time: 1729.13 ms [2021-09-30 07:18:28 main:581] : INFO : Epoch 1588 | loss: 0.0312204 | val_loss: 0.0312199 | Time: 1749.37 ms [2021-09-30 07:18:30 main:581] : INFO : Epoch 1589 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 1743.65 ms [2021-09-30 07:18:31 main:581] : INFO : Epoch 1590 | loss: 0.03122 | val_loss: 0.0312194 | Time: 1755.57 ms [2021-09-30 07:18:33 main:581] : INFO : Epoch 1591 | loss: 0.0312201 | val_loss: 0.0312199 | Time: 1735.4 ms [2021-09-30 07:18:35 main:581] : INFO : Epoch 1592 | loss: 0.031221 | val_loss: 0.0312193 | Time: 1732.66 ms [2021-09-30 07:18:37 main:581] : INFO : Epoch 1593 | loss: 0.0312203 | val_loss: 0.0312194 | Time: 1743.15 ms [2021-09-30 07:18:38 main:581] : INFO : Epoch 1594 | loss: 0.0312205 | val_loss: 0.0312195 | Time: 1744.82 ms [2021-09-30 07:18:40 main:581] : INFO : Epoch 1595 | loss: 0.0312199 | val_loss: 0.0312195 | Time: 1748.46 ms [2021-09-30 07:18:42 main:581] : INFO : Epoch 1596 | loss: 0.0312203 | val_loss: 0.0312203 | Time: 1745.35 ms [2021-09-30 07:18:44 main:581] : INFO : Epoch 1597 | loss: 0.0312209 | val_loss: 0.0312229 | Time: 1747.02 ms [2021-09-30 07:18:45 main:581] : INFO : Epoch 1598 | loss: 0.031221 | val_loss: 0.0312238 | Time: 1753.99 ms [2021-09-30 07:18:47 main:581] : INFO : Epoch 1599 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 1735.48 ms [2021-09-30 07:18:49 main:581] : INFO : Epoch 1600 | loss: 0.0312204 | val_loss: 0.0312216 | Time: 1734.22 ms [2021-09-30 07:18:51 main:581] : INFO : Epoch 1601 | loss: 0.0312203 | val_loss: 0.0312207 | Time: 1728.63 ms [2021-09-30 07:18:52 main:581] : INFO : Epoch 1602 | loss: 0.0312207 | val_loss: 0.0312222 | Time: 1720.68 ms [2021-09-30 07:18:54 main:581] : INFO : Epoch 1603 | loss: 0.031222 | val_loss: 0.0312245 | Time: 1683.42 ms [2021-09-30 07:18:56 main:581] : INFO : Epoch 1604 | loss: 0.0312203 | val_loss: 0.0312202 | Time: 1705.22 ms [2021-09-30 07:18:57 main:581] : INFO : Epoch 1605 | loss: 0.0312196 | val_loss: 0.0312189 | Time: 1682.9 ms [2021-09-30 07:18:59 main:581] : INFO : Epoch 1606 | loss: 0.0312198 | val_loss: 0.0312225 | Time: 1731.73 ms [2021-09-30 07:19:01 main:581] : INFO : Epoch 1607 | loss: 0.0312228 | val_loss: 0.0312229 | Time: 1667.36 ms [2021-09-30 07:19:03 main:581] : INFO : Epoch 1608 | loss: 0.0312196 | val_loss: 0.0312192 | Time: 1726.29 ms [2021-09-30 07:19:04 main:581] : INFO : Epoch 1609 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 1726.22 ms [2021-09-30 07:19:06 main:581] : INFO : Epoch 1610 | loss: 0.0312203 | val_loss: 0.0312196 | Time: 1731.92 ms [2021-09-30 07:19:08 main:581] : INFO : Epoch 1611 | loss: 0.0312205 | val_loss: 0.0312221 | Time: 1701.33 ms [2021-09-30 07:19:09 main:581] : INFO : Epoch 1612 | loss: 0.0312202 | val_loss: 0.0312207 | Time: 1703.39 ms [2021-09-30 07:19:11 main:581] : INFO : Epoch 1613 | loss: 0.0312195 | val_loss: 0.0312197 | Time: 1712.56 ms [2021-09-30 07:19:13 main:581] : INFO : Epoch 1614 | loss: 0.0312199 | val_loss: 0.0312197 | Time: 1741.18 ms [2021-09-30 07:19:15 main:581] : INFO : Epoch 1615 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 1735.95 ms [2021-09-30 07:19:16 main:581] : INFO : Epoch 1616 | loss: 0.0312199 | val_loss: 0.0312209 | Time: 1743.41 ms [2021-09-30 07:19:18 main:581] : INFO : Epoch 1617 | loss: 0.0312213 | val_loss: 0.0312189 | Time: 1732.42 ms [2021-09-30 07:19:20 main:581] : INFO : Epoch 1618 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 1721.1 ms [2021-09-30 07:19:22 main:581] : INFO : Epoch 1619 | loss: 0.0312218 | val_loss: 0.0312196 | Time: 1757.85 ms [2021-09-30 07:19:23 main:581] : INFO : Epoch 1620 | loss: 0.0312211 | val_loss: 0.0312201 | Time: 1736.06 ms [2021-09-30 07:19:25 main:581] : INFO : Epoch 1621 | loss: 0.0312201 | val_loss: 0.0312192 | Time: 1737.59 ms [2021-09-30 07:19:27 main:581] : INFO : Epoch 1622 | loss: 0.0312193 | val_loss: 0.0312185 | Time: 1756.26 ms [2021-09-30 07:19:28 main:581] : INFO : Epoch 1623 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 1740.87 ms [2021-09-30 07:19:30 main:581] : INFO : Epoch 1624 | loss: 0.0312211 | val_loss: 0.0312188 | Time: 1724.14 ms [2021-09-30 07:19:32 main:581] : INFO : Epoch 1625 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 1733.93 ms [2021-09-30 07:19:34 main:581] : INFO : Epoch 1626 | loss: 0.0312196 | val_loss: 0.0312183 | Time: 1763.45 ms [2021-09-30 07:19:35 main:581] : INFO : Epoch 1627 | loss: 0.0312195 | val_loss: 0.0312183 | Time: 1714.37 ms [2021-09-30 07:19:37 main:581] : INFO : Epoch 1628 | loss: 0.0312224 | val_loss: 0.031223 | Time: 1723.48 ms [2021-09-30 07:19:39 main:581] : INFO : Epoch 1629 | loss: 0.0312256 | val_loss: 0.0312227 | Time: 1760.59 ms [2021-09-30 07:19:41 main:581] : INFO : Epoch 1630 | loss: 0.0312208 | val_loss: 0.0312198 | Time: 1701.78 ms [2021-09-30 07:19:42 main:581] : INFO : Epoch 1631 | loss: 0.03122 | val_loss: 0.0312193 | Time: 1749.81 ms [2021-09-30 07:19:44 main:581] : INFO : Epoch 1632 | loss: 0.0312195 | val_loss: 0.0312206 | Time: 1727.08 ms [2021-09-30 07:19:46 main:581] : INFO : Epoch 1633 | loss: 0.0312197 | val_loss: 0.0312179 | Time: 1723.71 ms [2021-09-30 07:19:48 main:581] : INFO : Epoch 1634 | loss: 0.0312192 | val_loss: 0.0312183 | Time: 1745.69 ms [2021-09-30 07:19:49 main:581] : INFO : Epoch 1635 | loss: 0.0312197 | val_loss: 0.0312223 | Time: 1728.43 ms [2021-09-30 07:19:51 main:581] : INFO : Epoch 1636 | loss: 0.0312218 | val_loss: 0.0312184 | Time: 1740.47 ms [2021-09-30 07:19:53 main:581] : INFO : Epoch 1637 | loss: 0.0312204 | val_loss: 0.0312183 | Time: 1752.15 ms [2021-09-30 07:19:55 main:581] : INFO : Epoch 1638 | loss: 0.0312189 | val_loss: 0.0312191 | Time: 1723.36 ms [2021-09-30 07:19:56 main:581] : INFO : Epoch 1639 | loss: 0.031221 | val_loss: 0.0312227 | Time: 1731.65 ms [2021-09-30 07:19:58 main:581] : INFO : Epoch 1640 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 1745.22 ms [2021-09-30 07:20:00 main:581] : INFO : Epoch 1641 | loss: 0.031219 | val_loss: 0.0312193 | Time: 1731.68 ms [2021-09-30 07:20:01 main:581] : INFO : Epoch 1642 | loss: 0.0312193 | val_loss: 0.0312191 | Time: 1728.05 ms [2021-09-30 07:20:03 main:581] : INFO : Epoch 1643 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 1733.8 ms [2021-09-30 07:20:05 main:581] : INFO : Epoch 1644 | loss: 0.0312193 | val_loss: 0.0312177 | Time: 1727.92 ms [2021-09-30 07:20:07 main:581] : INFO : Epoch 1645 | loss: 0.0312194 | val_loss: 0.0312254 | Time: 1746.38 ms [2021-09-30 07:20:08 main:581] : INFO : Epoch 1646 | loss: 0.0312208 | val_loss: 0.0312219 | Time: 1755.1 ms [2021-09-30 07:20:10 main:581] : INFO : Epoch 1647 | loss: 0.0312191 | val_loss: 0.0312198 | Time: 1737.49 ms [2021-09-30 07:20:12 main:581] : INFO : Epoch 1648 | loss: 0.0312183 | val_loss: 0.0312192 | Time: 1742.39 ms [2021-09-30 07:20:14 main:581] : INFO : Epoch 1649 | loss: 0.0312192 | val_loss: 0.0312212 | Time: 1751.91 ms [2021-09-30 07:20:15 main:581] : INFO : Epoch 1650 | loss: 0.0312203 | val_loss: 0.0312204 | Time: 1758.3 ms [2021-09-30 07:20:17 main:581] : INFO : Epoch 1651 | loss: 0.0312192 | val_loss: 0.0312187 | Time: 1753.27 ms [2021-09-30 07:20:19 main:581] : INFO : Epoch 1652 | loss: 0.0312199 | val_loss: 0.0312189 | Time: 1740.95 ms [2021-09-30 07:20:21 main:581] : INFO : Epoch 1653 | loss: 0.0312298 | val_loss: 0.0312306 | Time: 1724.45 ms [2021-09-30 07:20:22 main:581] : INFO : Epoch 1654 | loss: 0.0318186 | val_loss: 0.0312974 | Time: 1745.53 ms [2021-09-30 07:20:24 main:581] : INFO : Epoch 1655 | loss: 0.0313421 | val_loss: 0.0312873 | Time: 1753.83 ms [2021-09-30 07:20:26 main:581] : INFO : Epoch 1656 | loss: 0.031271 | val_loss: 0.0312645 | Time: 1750.35 ms [2021-09-30 07:20:28 main:581] : INFO : Epoch 1657 | loss: 0.0312576 | val_loss: 0.0312537 | Time: 1736.1 ms [2021-09-30 07:20:29 main:581] : INFO : Epoch 1658 | loss: 0.031252 | val_loss: 0.0312499 | Time: 1747.92 ms [2021-09-30 07:20:31 main:581] : INFO : Epoch 1659 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1721.86 ms [2021-09-30 07:20:33 main:581] : INFO : Epoch 1660 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 1742.52 ms [2021-09-30 07:20:35 main:581] : INFO : Epoch 1661 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1709.93 ms [2021-09-30 07:20:36 main:581] : INFO : Epoch 1662 | loss: 0.0312436 | val_loss: 0.0312445 | Time: 1724.61 ms [2021-09-30 07:20:38 main:581] : INFO : Epoch 1663 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 1723.86 ms [2021-09-30 07:20:40 main:581] : INFO : Epoch 1664 | loss: 0.0312431 | val_loss: 0.0312454 | Time: 1747.22 ms [2021-09-30 07:20:41 main:581] : INFO : Epoch 1665 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 1735.7 ms [2021-09-30 07:20:43 main:581] : INFO : Epoch 1666 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 1728.18 ms [2021-09-30 07:20:45 main:581] : INFO : Epoch 1667 | loss: 0.0312417 | val_loss: 0.0312405 | Time: 1732.07 ms [2021-09-30 07:20:47 main:581] : INFO : Epoch 1668 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 1762.45 ms [2021-09-30 07:20:48 main:581] : INFO : Epoch 1669 | loss: 0.0312351 | val_loss: 0.0312331 | Time: 1742.96 ms [2021-09-30 07:20:50 main:581] : INFO : Epoch 1670 | loss: 0.0312337 | val_loss: 0.0312326 | Time: 1767.85 ms [2021-09-30 07:20:52 main:581] : INFO : Epoch 1671 | loss: 0.0312346 | val_loss: 0.0312346 | Time: 1750.51 ms [2021-09-30 07:20:54 main:581] : INFO : Epoch 1672 | loss: 0.0312342 | val_loss: 0.0312357 | Time: 1737.45 ms [2021-09-30 07:20:55 main:581] : INFO : Epoch 1673 | loss: 0.0312339 | val_loss: 0.0312315 | Time: 1726.54 ms [2021-09-30 07:20:57 main:581] : INFO : Epoch 1674 | loss: 0.0312326 | val_loss: 0.031233 | Time: 1738.96 ms [2021-09-30 07:20:59 main:581] : INFO : Epoch 1675 | loss: 0.0312322 | val_loss: 0.0312302 | Time: 1743.41 ms [2021-09-30 07:21:01 main:581] : INFO : Epoch 1676 | loss: 0.031232 | val_loss: 0.0312304 | Time: 1764.73 ms [2021-09-30 07:21:02 main:581] : INFO : Epoch 1677 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 1742.16 ms [2021-09-30 07:21:04 main:581] : INFO : Epoch 1678 | loss: 0.0312307 | val_loss: 0.0312322 | Time: 1732.47 ms [2021-09-30 07:21:06 main:581] : INFO : Epoch 1679 | loss: 0.0312329 | val_loss: 0.0312322 | Time: 1745.59 ms [2021-09-30 07:21:08 main:581] : INFO : Epoch 1680 | loss: 0.0312347 | val_loss: 0.031233 | Time: 1731.72 ms [2021-09-30 07:21:09 main:581] : INFO : Epoch 1681 | loss: 0.0312324 | val_loss: 0.0312339 | Time: 1741.26 ms [2021-09-30 07:21:11 main:581] : INFO : Epoch 1682 | loss: 0.0312322 | val_loss: 0.0312292 | Time: 1729.7 ms [2021-09-30 07:21:13 main:581] : INFO : Epoch 1683 | loss: 0.031234 | val_loss: 0.0312343 | Time: 1721.83 ms [2021-09-30 07:21:15 main:581] : INFO : Epoch 1684 | loss: 0.0312311 | val_loss: 0.0312285 | Time: 1732.46 ms [2021-09-30 07:21:16 main:581] : INFO : Epoch 1685 | loss: 0.0312298 | val_loss: 0.0312349 | Time: 1752.23 ms [2021-09-30 07:21:18 main:581] : INFO : Epoch 1686 | loss: 0.0312316 | val_loss: 0.031229 | Time: 1710.17 ms [2021-09-30 07:21:20 main:581] : INFO : Epoch 1687 | loss: 0.0312305 | val_loss: 0.0312308 | Time: 1749.59 ms [2021-09-30 07:21:21 main:581] : INFO : Epoch 1688 | loss: 0.0312306 | val_loss: 0.0312307 | Time: 1735.06 ms [2021-09-30 07:21:23 main:581] : INFO : Epoch 1689 | loss: 0.0312314 | val_loss: 0.0312317 | Time: 1719.29 ms [2021-09-30 07:21:25 main:581] : INFO : Epoch 1690 | loss: 0.0312309 | val_loss: 0.0312286 | Time: 1745.77 ms [2021-09-30 07:21:27 main:581] : INFO : Epoch 1691 | loss: 0.0312295 | val_loss: 0.0312286 | Time: 1721.98 ms [2021-09-30 07:21:28 main:581] : INFO : Epoch 1692 | loss: 0.0312317 | val_loss: 0.0312278 | Time: 1749.6 ms [2021-09-30 07:21:30 main:581] : INFO : Epoch 1693 | loss: 0.0312323 | val_loss: 0.0312315 | Time: 1736.95 ms [2021-09-30 07:21:32 main:581] : INFO : Epoch 1694 | loss: 0.0312322 | val_loss: 0.0312275 | Time: 1731.6 ms [2021-09-30 07:21:34 main:581] : INFO : Epoch 1695 | loss: 0.0312308 | val_loss: 0.0312322 | Time: 1739.1 ms [2021-09-30 07:21:35 main:581] : INFO : Epoch 1696 | loss: 0.0312304 | val_loss: 0.0312273 | Time: 1748.86 ms [2021-09-30 07:21:37 main:581] : INFO : Epoch 1697 | loss: 0.0312355 | val_loss: 0.0312373 | Time: 1714.01 ms [2021-09-30 07:21:39 main:581] : INFO : Epoch 1698 | loss: 0.0312329 | val_loss: 0.0312283 | Time: 1724.48 ms [2021-09-30 07:21:41 main:581] : INFO : Epoch 1699 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 1718.4 ms [2021-09-30 07:21:42 main:581] : INFO : Epoch 1700 | loss: 0.0312329 | val_loss: 0.0312282 | Time: 1700.41 ms [2021-09-30 07:21:44 main:581] : INFO : Epoch 1701 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 1700.34 ms [2021-09-30 07:21:46 main:581] : INFO : Epoch 1702 | loss: 0.0312282 | val_loss: 0.0312283 | Time: 1708.08 ms [2021-09-30 07:21:47 main:581] : INFO : Epoch 1703 | loss: 0.031228 | val_loss: 0.0312279 | Time: 1740.54 ms [2021-09-30 07:21:49 main:581] : INFO : Epoch 1704 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 1731.1 ms [2021-09-30 07:21:51 main:581] : INFO : Epoch 1705 | loss: 0.031227 | val_loss: 0.0312282 | Time: 1750.78 ms [2021-09-30 07:21:53 main:581] : INFO : Epoch 1706 | loss: 0.0312277 | val_loss: 0.0312295 | Time: 1738.35 ms [2021-09-30 07:21:54 main:581] : INFO : Epoch 1707 | loss: 0.0312273 | val_loss: 0.0312264 | Time: 1707.16 ms [2021-09-30 07:21:56 main:581] : INFO : Epoch 1708 | loss: 0.0312296 | val_loss: 0.0312287 | Time: 1756.83 ms [2021-09-30 07:21:58 main:581] : INFO : Epoch 1709 | loss: 0.0312273 | val_loss: 0.0312305 | Time: 1748.4 ms [2021-09-30 07:22:00 main:581] : INFO : Epoch 1710 | loss: 0.0312274 | val_loss: 0.0312295 | Time: 1766.91 ms [2021-09-30 07:22:01 main:581] : INFO : Epoch 1711 | loss: 0.0312279 | val_loss: 0.0312261 | Time: 1756.13 ms [2021-09-30 07:22:03 main:581] : INFO : Epoch 1712 | loss: 0.0312256 | val_loss: 0.0312253 | Time: 1734.83 ms [2021-09-30 07:22:05 main:581] : INFO : Epoch 1713 | loss: 0.0312262 | val_loss: 0.0312275 | Time: 1719.22 ms [2021-09-30 07:22:06 main:581] : INFO : Epoch 1714 | loss: 0.0312286 | val_loss: 0.0312265 | Time: 1691.34 ms [2021-09-30 07:22:08 main:581] : INFO : Epoch 1715 | loss: 0.0312267 | val_loss: 0.0312249 | Time: 1703.9 ms [2021-09-30 07:22:10 main:581] : INFO : Epoch 1716 | loss: 0.0312251 | val_loss: 0.031227 | Time: 1697.25 ms [2021-09-30 07:22:12 main:581] : INFO : Epoch 1717 | loss: 0.031226 | val_loss: 0.0312252 | Time: 1724.94 ms [2021-09-30 07:22:13 main:581] : INFO : Epoch 1718 | loss: 0.0312259 | val_loss: 0.0312263 | Time: 1743.24 ms [2021-09-30 07:22:15 main:581] : INFO : Epoch 1719 | loss: 0.0312249 | val_loss: 0.0312264 | Time: 1747.65 ms [2021-09-30 07:22:17 main:581] : INFO : Epoch 1720 | loss: 0.0312248 | val_loss: 0.0312257 | Time: 1745.06 ms [2021-09-30 07:22:19 main:581] : INFO : Epoch 1721 | loss: 0.0312275 | val_loss: 0.0312251 | Time: 1745.13 ms [2021-09-30 07:22:20 main:581] : INFO : Epoch 1722 | loss: 0.0312248 | val_loss: 0.0312241 | Time: 1727.75 ms [2021-09-30 07:22:22 main:581] : INFO : Epoch 1723 | loss: 0.0312257 | val_loss: 0.0312241 | Time: 1759.64 ms [2021-09-30 07:22:24 main:581] : INFO : Epoch 1724 | loss: 0.0312261 | val_loss: 0.0312253 | Time: 1755.29 ms [2021-09-30 07:22:26 main:581] : INFO : Epoch 1725 | loss: 0.0312253 | val_loss: 0.0312252 | Time: 1712.94 ms [2021-09-30 07:22:27 main:581] : INFO : Epoch 1726 | loss: 0.0312249 | val_loss: 0.0312228 | Time: 1713.31 ms [2021-09-30 07:22:29 main:581] : INFO : Epoch 1727 | loss: 0.0312263 | val_loss: 0.0312299 | Time: 1740.17 ms [2021-09-30 07:22:31 main:581] : INFO : Epoch 1728 | loss: 0.0312303 | val_loss: 0.0312311 | Time: 1736.63 ms [2021-09-30 07:22:32 main:581] : INFO : Epoch 1729 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 1740.24 ms [2021-09-30 07:22:34 main:581] : INFO : Epoch 1730 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 1719.91 ms [2021-09-30 07:22:36 main:581] : INFO : Epoch 1731 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 1720.83 ms [2021-09-30 07:22:38 main:581] : INFO : Epoch 1732 | loss: 0.0312244 | val_loss: 0.0312209 | Time: 1749.11 ms [2021-09-30 07:22:39 main:581] : INFO : Epoch 1733 | loss: 0.0312231 | val_loss: 0.0312263 | Time: 1737.88 ms [2021-09-30 07:22:41 main:581] : INFO : Epoch 1734 | loss: 0.0312275 | val_loss: 0.0312285 | Time: 1722.02 ms [2021-09-30 07:22:43 main:581] : INFO : Epoch 1735 | loss: 0.0312268 | val_loss: 0.0312218 | Time: 1745.97 ms [2021-09-30 07:22:45 main:581] : INFO : Epoch 1736 | loss: 0.0312245 | val_loss: 0.0312205 | Time: 1738.68 ms [2021-09-30 07:22:46 main:581] : INFO : Epoch 1737 | loss: 0.0312241 | val_loss: 0.0312256 | Time: 1750.49 ms [2021-09-30 07:22:48 main:581] : INFO : Epoch 1738 | loss: 0.0312216 | val_loss: 0.0312198 | Time: 1730.11 ms [2021-09-30 07:22:50 main:581] : INFO : Epoch 1739 | loss: 0.0312203 | val_loss: 0.0312193 | Time: 1709.42 ms [2021-09-30 07:22:52 main:581] : INFO : Epoch 1740 | loss: 0.0312231 | val_loss: 0.031221 | Time: 1759.97 ms [2021-09-30 07:22:53 main:581] : INFO : Epoch 1741 | loss: 0.0312225 | val_loss: 0.0312225 | Time: 1756.75 ms [2021-09-30 07:22:55 main:581] : INFO : Epoch 1742 | loss: 0.0312229 | val_loss: 0.0312242 | Time: 1724.91 ms [2021-09-30 07:22:57 main:581] : INFO : Epoch 1743 | loss: 0.0312224 | val_loss: 0.0312194 | Time: 1711.34 ms [2021-09-30 07:22:59 main:581] : INFO : Epoch 1744 | loss: 0.0312207 | val_loss: 0.0312305 | Time: 1737.34 ms [2021-09-30 07:23:00 main:581] : INFO : Epoch 1745 | loss: 0.0312218 | val_loss: 0.0312188 | Time: 1732.21 ms [2021-09-30 07:23:02 main:581] : INFO : Epoch 1746 | loss: 0.0312195 | val_loss: 0.0312189 | Time: 1748.66 ms [2021-09-30 07:23:04 main:581] : INFO : Epoch 1747 | loss: 0.0312225 | val_loss: 0.0312286 | Time: 1743.19 ms [2021-09-30 07:23:05 main:581] : INFO : Epoch 1748 | loss: 0.0312226 | val_loss: 0.0312194 | Time: 1746.51 ms [2021-09-30 07:23:07 main:581] : INFO : Epoch 1749 | loss: 0.0312194 | val_loss: 0.0312205 | Time: 1725.4 ms [2021-09-30 07:23:09 main:581] : INFO : Epoch 1750 | loss: 0.0312204 | val_loss: 0.0312211 | Time: 1758.83 ms [2021-09-30 07:23:11 main:581] : INFO : Epoch 1751 | loss: 0.031221 | val_loss: 0.0312182 | Time: 1756.59 ms [2021-09-30 07:23:12 main:581] : INFO : Epoch 1752 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 1750.47 ms [2021-09-30 07:23:14 main:581] : INFO : Epoch 1753 | loss: 0.0312212 | val_loss: 0.0312191 | Time: 1736.97 ms [2021-09-30 07:23:16 main:581] : INFO : Epoch 1754 | loss: 0.0312191 | val_loss: 0.0312208 | Time: 1714.46 ms [2021-09-30 07:23:18 main:581] : INFO : Epoch 1755 | loss: 0.0312227 | val_loss: 0.0312227 | Time: 1756.37 ms [2021-09-30 07:23:19 main:581] : INFO : Epoch 1756 | loss: 0.0312204 | val_loss: 0.0312249 | Time: 1758.55 ms [2021-09-30 07:23:21 main:581] : INFO : Epoch 1757 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 1761.38 ms [2021-09-30 07:23:23 main:581] : INFO : Epoch 1758 | loss: 0.0312193 | val_loss: 0.0312273 | Time: 1760.95 ms [2021-09-30 07:23:25 main:581] : INFO : Epoch 1759 | loss: 0.0312208 | val_loss: 0.0312181 | Time: 1748.87 ms [2021-09-30 07:23:26 main:581] : INFO : Epoch 1760 | loss: 0.0312182 | val_loss: 0.0312201 | Time: 1733.74 ms [2021-09-30 07:23:28 main:581] : INFO : Epoch 1761 | loss: 0.0312216 | val_loss: 0.0312223 | Time: 1727.03 ms [2021-09-30 07:23:30 main:581] : INFO : Epoch 1762 | loss: 0.0312184 | val_loss: 0.0312174 | Time: 1727.57 ms [2021-09-30 07:23:32 main:581] : INFO : Epoch 1763 | loss: 0.0312176 | val_loss: 0.0312207 | Time: 1734.9 ms [2021-09-30 07:23:33 main:581] : INFO : Epoch 1764 | loss: 0.031222 | val_loss: 0.0312223 | Time: 1744.87 ms [2021-09-30 07:23:35 main:581] : INFO : Epoch 1765 | loss: 0.0312232 | val_loss: 0.031221 | Time: 1730.08 ms [2021-09-30 07:23:37 main:581] : INFO : Epoch 1766 | loss: 0.0312189 | val_loss: 0.031225 | Time: 1734.39 ms [2021-09-30 07:23:39 main:581] : INFO : Epoch 1767 | loss: 0.0312268 | val_loss: 0.0312215 | Time: 1755.01 ms [2021-09-30 07:23:40 main:581] : INFO : Epoch 1768 | loss: 0.0312215 | val_loss: 0.0312191 | Time: 1757.73 ms [2021-09-30 07:23:42 main:581] : INFO : Epoch 1769 | loss: 0.0312185 | val_loss: 0.0312181 | Time: 1735.43 ms [2021-09-30 07:23:44 main:581] : INFO : Epoch 1770 | loss: 0.0312179 | val_loss: 0.0312157 | Time: 1737.76 ms [2021-09-30 07:23:46 main:581] : INFO : Epoch 1771 | loss: 0.0312166 | val_loss: 0.0312174 | Time: 1738.69 ms [2021-09-30 07:23:47 main:581] : INFO : Epoch 1772 | loss: 0.0312169 | val_loss: 0.0312141 | Time: 1723.65 ms [2021-09-30 07:23:49 main:581] : INFO : Epoch 1773 | loss: 0.0312171 | val_loss: 0.0312161 | Time: 1756.85 ms [2021-09-30 07:23:51 main:581] : INFO : Epoch 1774 | loss: 0.0312149 | val_loss: 0.0312134 | Time: 1758.63 ms [2021-09-30 07:23:53 main:581] : INFO : Epoch 1775 | loss: 0.0312128 | val_loss: 0.0312132 | Time: 1731.37 ms [2021-09-30 07:23:54 main:581] : INFO : Epoch 1776 | loss: 0.0312123 | val_loss: 0.0312125 | Time: 1753.9 ms [2021-09-30 07:23:56 main:581] : INFO : Epoch 1777 | loss: 0.0312229 | val_loss: 0.0312249 | Time: 1739.61 ms [2021-09-30 07:23:58 main:581] : INFO : Epoch 1778 | loss: 0.031227 | val_loss: 0.0312217 | Time: 1722.59 ms [2021-09-30 07:23:59 main:581] : INFO : Epoch 1779 | loss: 0.0312247 | val_loss: 0.0312194 | Time: 1729.57 ms [2021-09-30 07:24:01 main:581] : INFO : Epoch 1780 | loss: 0.0312215 | val_loss: 0.0312193 | Time: 1710.5 ms [2021-09-30 07:24:03 main:581] : INFO : Epoch 1781 | loss: 0.0312217 | val_loss: 0.031216 | Time: 1717.64 ms [2021-09-30 07:24:05 main:581] : INFO : Epoch 1782 | loss: 0.0312193 | val_loss: 0.0312157 | Time: 1745.09 ms [2021-09-30 07:24:06 main:581] : INFO : Epoch 1783 | loss: 0.0312178 | val_loss: 0.031214 | Time: 1753.65 ms [2021-09-30 07:24:08 main:581] : INFO : Epoch 1784 | loss: 0.0312191 | val_loss: 0.0312175 | Time: 1716.22 ms [2021-09-30 07:24:10 main:581] : INFO : Epoch 1785 | loss: 0.0312151 | val_loss: 0.0312129 | Time: 1719.49 ms [2021-09-30 07:24:12 main:581] : INFO : Epoch 1786 | loss: 0.0312153 | val_loss: 0.0312135 | Time: 1747.57 ms [2021-09-30 07:24:13 main:581] : INFO : Epoch 1787 | loss: 0.0312137 | val_loss: 0.0312117 | Time: 1750.59 ms [2021-09-30 07:24:15 main:581] : INFO : Epoch 1788 | loss: 0.0312128 | val_loss: 0.0312104 | Time: 1741.34 ms [2021-09-30 07:24:17 main:581] : INFO : Epoch 1789 | loss: 0.0312128 | val_loss: 0.0312096 | Time: 1729.04 ms [2021-09-30 07:24:19 main:581] : INFO : Epoch 1790 | loss: 0.0312125 | val_loss: 0.0312104 | Time: 1744.78 ms [2021-09-30 07:24:20 main:581] : INFO : Epoch 1791 | loss: 0.0312116 | val_loss: 0.0312104 | Time: 1731.85 ms [2021-09-30 07:24:22 main:581] : INFO : Epoch 1792 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 1742.81 ms [2021-09-30 07:24:24 main:581] : INFO : Epoch 1793 | loss: 0.0312115 | val_loss: 0.0312084 | Time: 1730.53 ms [2021-09-30 07:24:26 main:581] : INFO : Epoch 1794 | loss: 0.0312134 | val_loss: 0.0312123 | Time: 1768.02 ms [2021-09-30 07:24:27 main:581] : INFO : Epoch 1795 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 1732.41 ms [2021-09-30 07:24:29 main:581] : INFO : Epoch 1796 | loss: 0.0312127 | val_loss: 0.0312082 | Time: 1734.17 ms [2021-09-30 07:24:31 main:581] : INFO : Epoch 1797 | loss: 0.0312111 | val_loss: 0.0312098 | Time: 1750.95 ms [2021-09-30 07:24:32 main:581] : INFO : Epoch 1798 | loss: 0.0312112 | val_loss: 0.0312076 | Time: 1722.62 ms [2021-09-30 07:24:34 main:581] : INFO : Epoch 1799 | loss: 0.0312118 | val_loss: 0.03121 | Time: 1737.45 ms [2021-09-30 07:24:36 main:581] : INFO : Epoch 1800 | loss: 0.0312125 | val_loss: 0.0312124 | Time: 1731.01 ms [2021-09-30 07:24:38 main:581] : INFO : Epoch 1801 | loss: 0.0312112 | val_loss: 0.0312088 | Time: 1756.89 ms [2021-09-30 07:24:39 main:581] : INFO : Epoch 1802 | loss: 0.0312119 | val_loss: 0.03121 | Time: 1738.64 ms [2021-09-30 07:24:41 main:581] : INFO : Epoch 1803 | loss: 0.0312102 | val_loss: 0.0312069 | Time: 1743.43 ms [2021-09-30 07:24:43 main:581] : INFO : Epoch 1804 | loss: 0.0312092 | val_loss: 0.0312074 | Time: 1731.28 ms [2021-09-30 07:24:45 main:581] : INFO : Epoch 1805 | loss: 0.0312097 | val_loss: 0.0312074 | Time: 1760.46 ms [2021-09-30 07:24:46 main:581] : INFO : Epoch 1806 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 1740.39 ms [2021-09-30 07:24:48 main:581] : INFO : Epoch 1807 | loss: 0.0312107 | val_loss: 0.0312081 | Time: 1709.31 ms [2021-09-30 07:24:50 main:581] : INFO : Epoch 1808 | loss: 0.0312098 | val_loss: 0.0312069 | Time: 1753.65 ms [2021-09-30 07:24:52 main:581] : INFO : Epoch 1809 | loss: 0.0312097 | val_loss: 0.0312089 | Time: 1725.74 ms [2021-09-30 07:24:53 main:581] : INFO : Epoch 1810 | loss: 0.03121 | val_loss: 0.0312062 | Time: 1738.12 ms [2021-09-30 07:24:55 main:581] : INFO : Epoch 1811 | loss: 0.0312089 | val_loss: 0.0312062 | Time: 1746.03 ms [2021-09-30 07:24:57 main:581] : INFO : Epoch 1812 | loss: 0.0312099 | val_loss: 0.0312078 | Time: 1749.39 ms [2021-09-30 07:24:59 main:581] : INFO : Epoch 1813 | loss: 0.0312089 | val_loss: 0.0312068 | Time: 1739.87 ms [2021-09-30 07:25:00 main:581] : INFO : Epoch 1814 | loss: 0.0312089 | val_loss: 0.031206 | Time: 1755.28 ms [2021-09-30 07:25:02 main:581] : INFO : Epoch 1815 | loss: 0.0312092 | val_loss: 0.0312079 | Time: 1736.84 ms [2021-09-30 07:25:04 main:581] : INFO : Epoch 1816 | loss: 0.0312093 | val_loss: 0.0312075 | Time: 1721.51 ms [2021-09-30 07:25:06 main:581] : INFO : Epoch 1817 | loss: 0.0312089 | val_loss: 0.0312063 | Time: 1710.86 ms [2021-09-30 07:25:07 main:581] : INFO : Epoch 1818 | loss: 0.0312092 | val_loss: 0.0312063 | Time: 1747.99 ms [2021-09-30 07:25:09 main:581] : INFO : Epoch 1819 | loss: 0.0312093 | val_loss: 0.0312104 | Time: 1724.95 ms [2021-09-30 07:25:11 main:581] : INFO : Epoch 1820 | loss: 0.0312092 | val_loss: 0.0312068 | Time: 1727.61 ms [2021-09-30 07:25:12 main:581] : INFO : Epoch 1821 | loss: 0.0312083 | val_loss: 0.0312071 | Time: 1740.05 ms [2021-09-30 07:25:14 main:581] : INFO : Epoch 1822 | loss: 0.0312096 | val_loss: 0.0312075 | Time: 1747.51 ms [2021-09-30 07:25:16 main:581] : INFO : Epoch 1823 | loss: 0.0312087 | val_loss: 0.0312058 | Time: 1735.02 ms [2021-09-30 07:25:18 main:581] : INFO : Epoch 1824 | loss: 0.0312087 | val_loss: 0.0312099 | Time: 1743.19 ms [2021-09-30 07:25:19 main:581] : INFO : Epoch 1825 | loss: 0.0312082 | val_loss: 0.0312075 | Time: 1741.75 ms [2021-09-30 07:25:21 main:581] : INFO : Epoch 1826 | loss: 0.03121 | val_loss: 0.0312064 | Time: 1749.76 ms [2021-09-30 07:25:23 main:581] : INFO : Epoch 1827 | loss: 0.0312119 | val_loss: 0.03121 | Time: 1749.11 ms [2021-09-30 07:25:25 main:581] : INFO : Epoch 1828 | loss: 0.0312105 | val_loss: 0.0312051 | Time: 1727.65 ms [2021-09-30 07:25:26 main:581] : INFO : Epoch 1829 | loss: 0.0312084 | val_loss: 0.0312078 | Time: 1746.27 ms [2021-09-30 07:25:28 main:581] : INFO : Epoch 1830 | loss: 0.0312089 | val_loss: 0.0312113 | Time: 1735.63 ms [2021-09-30 07:25:30 main:581] : INFO : Epoch 1831 | loss: 0.0312105 | val_loss: 0.0312098 | Time: 1732.92 ms [2021-09-30 07:25:32 main:581] : INFO : Epoch 1832 | loss: 0.0312133 | val_loss: 0.0312063 | Time: 1750.28 ms [2021-09-30 07:25:33 main:581] : INFO : Epoch 1833 | loss: 0.0312119 | val_loss: 0.0312071 | Time: 1736.64 ms [2021-09-30 07:25:35 main:581] : INFO : Epoch 1834 | loss: 0.0312083 | val_loss: 0.0312051 | Time: 1754.92 ms [2021-09-30 07:25:37 main:581] : INFO : Epoch 1835 | loss: 0.0312093 | val_loss: 0.0312064 | Time: 1732.38 ms [2021-09-30 07:25:39 main:581] : INFO : Epoch 1836 | loss: 0.0312096 | val_loss: 0.031207 | Time: 1748.04 ms [2021-09-30 07:25:40 main:581] : INFO : Epoch 1837 | loss: 0.0312088 | val_loss: 0.0312074 | Time: 1719.18 ms [2021-09-30 07:25:42 main:581] : INFO : Epoch 1838 | loss: 0.0312086 | val_loss: 0.0312054 | Time: 1747.03 ms [2021-09-30 07:25:44 main:581] : INFO : Epoch 1839 | loss: 0.0312074 | val_loss: 0.0312072 | Time: 1733.38 ms [2021-09-30 07:25:46 main:581] : INFO : Epoch 1840 | loss: 0.0312088 | val_loss: 0.031206 | Time: 1737.29 ms [2021-09-30 07:25:47 main:581] : INFO : Epoch 1841 | loss: 0.0312076 | val_loss: 0.0312057 | Time: 1747.77 ms [2021-09-30 07:25:49 main:581] : INFO : Epoch 1842 | loss: 0.0312069 | val_loss: 0.0312063 | Time: 1726.85 ms [2021-09-30 07:25:51 main:581] : INFO : Epoch 1843 | loss: 0.0312072 | val_loss: 0.0312053 | Time: 1687.09 ms [2021-09-30 07:25:52 main:581] : INFO : Epoch 1844 | loss: 0.0312094 | val_loss: 0.0312081 | Time: 1738.98 ms [2021-09-30 07:25:54 main:581] : INFO : Epoch 1845 | loss: 0.031208 | val_loss: 0.0312071 | Time: 1738.39 ms [2021-09-30 07:25:56 main:581] : INFO : Epoch 1846 | loss: 0.0312074 | val_loss: 0.0312046 | Time: 1745.88 ms [2021-09-30 07:25:58 main:581] : INFO : Epoch 1847 | loss: 0.031207 | val_loss: 0.0312064 | Time: 1745.41 ms [2021-09-30 07:25:59 main:581] : INFO : Epoch 1848 | loss: 0.0312081 | val_loss: 0.0312059 | Time: 1731.04 ms [2021-09-30 07:26:01 main:581] : INFO : Epoch 1849 | loss: 0.0312105 | val_loss: 0.0312089 | Time: 1759.31 ms [2021-09-30 07:26:03 main:581] : INFO : Epoch 1850 | loss: 0.0312132 | val_loss: 0.0312202 | Time: 1751.72 ms [2021-09-30 07:26:05 main:581] : INFO : Epoch 1851 | loss: 0.0312105 | val_loss: 0.0312068 | Time: 1738.54 ms [2021-09-30 07:26:06 main:581] : INFO : Epoch 1852 | loss: 0.0312078 | val_loss: 0.031207 | Time: 1733.55 ms [2021-09-30 07:26:08 main:581] : INFO : Epoch 1853 | loss: 0.0312093 | val_loss: 0.0312042 | Time: 1745.31 ms [2021-09-30 07:26:10 main:581] : INFO : Epoch 1854 | loss: 0.031209 | val_loss: 0.0312087 | Time: 1743.79 ms [2021-09-30 07:26:12 main:581] : INFO : Epoch 1855 | loss: 0.0312086 | val_loss: 0.0312045 | Time: 1731.23 ms [2021-09-30 07:26:13 main:581] : INFO : Epoch 1856 | loss: 0.0312074 | val_loss: 0.0312044 | Time: 1736.07 ms [2021-09-30 07:26:15 main:581] : INFO : Epoch 1857 | loss: 0.0312067 | val_loss: 0.031205 | Time: 1756.75 ms [2021-09-30 07:26:17 main:581] : INFO : Epoch 1858 | loss: 0.0312063 | val_loss: 0.0312065 | Time: 1739.21 ms [2021-09-30 07:26:19 main:581] : INFO : Epoch 1859 | loss: 0.031209 | val_loss: 0.0312087 | Time: 1746.23 ms [2021-09-30 07:26:20 main:581] : INFO : Epoch 1860 | loss: 0.0312082 | val_loss: 0.031208 | Time: 1743.54 ms [2021-09-30 07:26:22 main:581] : INFO : Epoch 1861 | loss: 0.0312087 | val_loss: 0.0312056 | Time: 1732.12 ms [2021-09-30 07:26:24 main:581] : INFO : Epoch 1862 | loss: 0.0312072 | val_loss: 0.0312063 | Time: 1744.7 ms [2021-09-30 07:26:26 main:581] : INFO : Epoch 1863 | loss: 0.0312066 | val_loss: 0.0312057 | Time: 1725.32 ms [2021-09-30 07:26:27 main:581] : INFO : Epoch 1864 | loss: 0.0312059 | val_loss: 0.0312044 | Time: 1751.72 ms [2021-09-30 07:26:29 main:581] : INFO : Epoch 1865 | loss: 0.0312075 | val_loss: 0.0312075 | Time: 1735.18 ms [2021-09-30 07:26:31 main:581] : INFO : Epoch 1866 | loss: 0.0312082 | val_loss: 0.031206 | Time: 1730.88 ms [2021-09-30 07:26:32 main:581] : INFO : Epoch 1867 | loss: 0.0312074 | val_loss: 0.0312066 | Time: 1732.22 ms [2021-09-30 07:26:34 main:581] : INFO : Epoch 1868 | loss: 0.0312084 | val_loss: 0.0312058 | Time: 1727.93 ms [2021-09-30 07:26:36 main:581] : INFO : Epoch 1869 | loss: 0.0312084 | val_loss: 0.0312084 | Time: 1708.4 ms [2021-09-30 07:26:38 main:581] : INFO : Epoch 1870 | loss: 0.0312093 | val_loss: 0.0312049 | Time: 1730.2 ms [2021-09-30 07:26:39 main:581] : INFO : Epoch 1871 | loss: 0.0312076 | val_loss: 0.0312031 | Time: 1741.67 ms [2021-09-30 07:26:41 main:581] : INFO : Epoch 1872 | loss: 0.0312057 | val_loss: 0.0312034 | Time: 1749.05 ms [2021-09-30 07:26:43 main:581] : INFO : Epoch 1873 | loss: 0.0312062 | val_loss: 0.031204 | Time: 1724.23 ms [2021-09-30 07:26:45 main:581] : INFO : Epoch 1874 | loss: 0.0312067 | val_loss: 0.0312096 | Time: 1756.27 ms [2021-09-30 07:26:46 main:581] : INFO : Epoch 1875 | loss: 0.0312091 | val_loss: 0.031205 | Time: 1722.23 ms [2021-09-30 07:26:48 main:581] : INFO : Epoch 1876 | loss: 0.0312057 | val_loss: 0.0312052 | Time: 1744.33 ms [2021-09-30 07:26:50 main:581] : INFO : Epoch 1877 | loss: 0.0312068 | val_loss: 0.0312022 | Time: 1743.25 ms [2021-09-30 07:26:52 main:581] : INFO : Epoch 1878 | loss: 0.0312065 | val_loss: 0.031208 | Time: 1742.12 ms [2021-09-30 07:26:53 main:581] : INFO : Epoch 1879 | loss: 0.0312073 | val_loss: 0.031202 | Time: 1737.12 ms [2021-09-30 07:26:55 main:581] : INFO : Epoch 1880 | loss: 0.0312062 | val_loss: 0.0312048 | Time: 1736.31 ms [2021-09-30 07:26:57 main:581] : INFO : Epoch 1881 | loss: 0.0312043 | val_loss: 0.0312056 | Time: 1725.16 ms [2021-09-30 07:26:58 main:581] : INFO : Epoch 1882 | loss: 0.0312068 | val_loss: 0.0312015 | Time: 1729.84 ms [2021-09-30 07:27:00 main:581] : INFO : Epoch 1883 | loss: 0.0312048 | val_loss: 0.0312027 | Time: 1731.42 ms [2021-09-30 07:27:02 main:581] : INFO : Epoch 1884 | loss: 0.0312049 | val_loss: 0.0312022 | Time: 1730.15 ms [2021-09-30 07:27:04 main:581] : INFO : Epoch 1885 | loss: 0.0312043 | val_loss: 0.0312019 | Time: 1756.12 ms [2021-09-30 07:27:05 main:581] : INFO : Epoch 1886 | loss: 0.0312041 | val_loss: 0.0312036 | Time: 1730.97 ms [2021-09-30 07:27:07 main:581] : INFO : Epoch 1887 | loss: 0.0312051 | val_loss: 0.0312021 | Time: 1732.79 ms [2021-09-30 07:27:09 main:581] : INFO : Epoch 1888 | loss: 0.0312039 | val_loss: 0.0312042 | Time: 1746.58 ms [2021-09-30 07:27:11 main:581] : INFO : Epoch 1889 | loss: 0.0312059 | val_loss: 0.031202 | Time: 1742.15 ms [2021-09-30 07:27:12 main:581] : INFO : Epoch 1890 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 1753.29 ms [2021-09-30 07:27:14 main:581] : INFO : Epoch 1891 | loss: 0.0312037 | val_loss: 0.0312012 | Time: 1752.89 ms [2021-09-30 07:27:16 main:581] : INFO : Epoch 1892 | loss: 0.031204 | val_loss: 0.0312018 | Time: 1691.13 ms [2021-09-30 07:27:18 main:581] : INFO : Epoch 1893 | loss: 0.0312041 | val_loss: 0.0312037 | Time: 1742.95 ms [2021-09-30 07:27:19 main:581] : INFO : Epoch 1894 | loss: 0.0312058 | val_loss: 0.0312025 | Time: 1724.03 ms [2021-09-30 07:27:21 main:581] : INFO : Epoch 1895 | loss: 0.0312047 | val_loss: 0.0312011 | Time: 1733.38 ms [2021-09-30 07:27:23 main:581] : INFO : Epoch 1896 | loss: 0.031205 | val_loss: 0.0312014 | Time: 1731 ms [2021-09-30 07:27:25 main:581] : INFO : Epoch 1897 | loss: 0.0312048 | val_loss: 0.0312003 | Time: 1728.92 ms [2021-09-30 07:27:26 main:581] : INFO : Epoch 1898 | loss: 0.031204 | val_loss: 0.0312005 | Time: 1724.92 ms [2021-09-30 07:27:28 main:581] : INFO : Epoch 1899 | loss: 0.0312049 | val_loss: 0.0312029 | Time: 1769.19 ms [2021-09-30 07:27:30 main:581] : INFO : Epoch 1900 | loss: 0.0312064 | val_loss: 0.031209 | Time: 1744.52 ms [2021-09-30 07:27:32 main:581] : INFO : Epoch 1901 | loss: 0.0312064 | val_loss: 0.0312001 | Time: 1753.66 ms [2021-09-30 07:27:33 main:581] : INFO : Epoch 1902 | loss: 0.0312046 | val_loss: 0.031202 | Time: 1731.74 ms [2021-09-30 07:27:35 main:581] : INFO : Epoch 1903 | loss: 0.031206 | val_loss: 0.0311999 | Time: 1713.87 ms [2021-09-30 07:27:37 main:581] : INFO : Epoch 1904 | loss: 0.0312047 | val_loss: 0.0312005 | Time: 1696.56 ms [2021-09-30 07:27:38 main:581] : INFO : Epoch 1905 | loss: 0.031205 | val_loss: 0.0312016 | Time: 1701.32 ms [2021-09-30 07:27:40 main:581] : INFO : Epoch 1906 | loss: 0.0312047 | val_loss: 0.0312115 | Time: 1711.82 ms [2021-09-30 07:27:42 main:581] : INFO : Epoch 1907 | loss: 0.031205 | val_loss: 0.0312007 | Time: 1753.67 ms [2021-09-30 07:27:44 main:581] : INFO : Epoch 1908 | loss: 0.0312041 | val_loss: 0.0312035 | Time: 1736.59 ms [2021-09-30 07:27:45 main:581] : INFO : Epoch 1909 | loss: 0.0312048 | val_loss: 0.0312038 | Time: 1746.78 ms [2021-09-30 07:27:47 main:581] : INFO : Epoch 1910 | loss: 0.0312039 | val_loss: 0.0311994 | Time: 1693.76 ms [2021-09-30 07:27:49 main:581] : INFO : Epoch 1911 | loss: 0.0312026 | val_loss: 0.0312015 | Time: 1706.38 ms [2021-09-30 07:27:50 main:581] : INFO : Epoch 1912 | loss: 0.031204 | val_loss: 0.0312043 | Time: 1750.59 ms [2021-09-30 07:27:52 main:581] : INFO : Epoch 1913 | loss: 0.031206 | val_loss: 0.0312025 | Time: 1739.23 ms [2021-09-30 07:27:54 main:581] : INFO : Epoch 1914 | loss: 0.0312043 | val_loss: 0.0311986 | Time: 1759.46 ms [2021-09-30 07:27:56 main:581] : INFO : Epoch 1915 | loss: 0.0312041 | val_loss: 0.0312034 | Time: 1730.97 ms [2021-09-30 07:27:57 main:581] : INFO : Epoch 1916 | loss: 0.0312046 | val_loss: 0.031203 | Time: 1729.69 ms [2021-09-30 07:27:59 main:581] : INFO : Epoch 1917 | loss: 0.0312064 | val_loss: 0.0312052 | Time: 1752.3 ms [2021-09-30 07:28:01 main:581] : INFO : Epoch 1918 | loss: 0.0312043 | val_loss: 0.0311993 | Time: 1742.96 ms [2021-09-30 07:28:03 main:581] : INFO : Epoch 1919 | loss: 0.0312052 | val_loss: 0.0312005 | Time: 1732.89 ms [2021-09-30 07:28:04 main:581] : INFO : Epoch 1920 | loss: 0.0312066 | val_loss: 0.0311993 | Time: 1743.96 ms [2021-09-30 07:28:06 main:581] : INFO : Epoch 1921 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 1734.16 ms [2021-09-30 07:28:08 main:581] : INFO : Epoch 1922 | loss: 0.0312015 | val_loss: 0.0311998 | Time: 1723.48 ms [2021-09-30 07:28:10 main:581] : INFO : Epoch 1923 | loss: 0.0312044 | val_loss: 0.0312012 | Time: 1749.27 ms [2021-09-30 07:28:11 main:581] : INFO : Epoch 1924 | loss: 0.0312038 | val_loss: 0.0312019 | Time: 1744.35 ms [2021-09-30 07:28:13 main:581] : INFO : Epoch 1925 | loss: 0.0312042 | val_loss: 0.0311992 | Time: 1727.31 ms [2021-09-30 07:28:15 main:581] : INFO : Epoch 1926 | loss: 0.0312056 | val_loss: 0.0312004 | Time: 1722.24 ms [2021-09-30 07:28:17 main:581] : INFO : Epoch 1927 | loss: 0.0312052 | val_loss: 0.0311988 | Time: 1741.06 ms [2021-09-30 07:28:18 main:581] : INFO : Epoch 1928 | loss: 0.0312044 | val_loss: 0.0311997 | Time: 1731.8 ms [2021-09-30 07:28:20 main:581] : INFO : Epoch 1929 | loss: 0.0312022 | val_loss: 0.0311989 | Time: 1745.81 ms [2021-09-30 07:28:22 main:581] : INFO : Epoch 1930 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 1757 ms [2021-09-30 07:28:24 main:581] : INFO : Epoch 1931 | loss: 0.0312083 | val_loss: 0.031204 | Time: 1733.32 ms [2021-09-30 07:28:25 main:581] : INFO : Epoch 1932 | loss: 0.0312088 | val_loss: 0.0312036 | Time: 1760.53 ms [2021-09-30 07:28:27 main:581] : INFO : Epoch 1933 | loss: 0.031208 | val_loss: 0.0312037 | Time: 1728.43 ms [2021-09-30 07:28:29 main:581] : INFO : Epoch 1934 | loss: 0.0312067 | val_loss: 0.0312029 | Time: 1739.88 ms [2021-09-30 07:28:30 main:581] : INFO : Epoch 1935 | loss: 0.0312054 | val_loss: 0.0312058 | Time: 1729.01 ms [2021-09-30 07:28:32 main:581] : INFO : Epoch 1936 | loss: 0.0312059 | val_loss: 0.0312041 | Time: 1762.46 ms [2021-09-30 07:28:34 main:581] : INFO : Epoch 1937 | loss: 0.0312061 | val_loss: 0.0312021 | Time: 1746.22 ms [2021-09-30 07:28:36 main:581] : INFO : Epoch 1938 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 1757.58 ms [2021-09-30 07:28:37 main:581] : INFO : Epoch 1939 | loss: 0.0312063 | val_loss: 0.0312026 | Time: 1734.93 ms [2021-09-30 07:28:39 main:581] : INFO : Epoch 1940 | loss: 0.0312048 | val_loss: 0.0312066 | Time: 1732.37 ms [2021-09-30 07:28:41 main:581] : INFO : Epoch 1941 | loss: 0.0312055 | val_loss: 0.0312089 | Time: 1749.64 ms [2021-09-30 07:28:43 main:581] : INFO : Epoch 1942 | loss: 0.0312055 | val_loss: 0.031208 | Time: 1731.23 ms [2021-09-30 07:28:44 main:581] : INFO : Epoch 1943 | loss: 0.0312062 | val_loss: 0.03121 | Time: 1734.42 ms [2021-09-30 07:28:46 main:581] : INFO : Epoch 1944 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 1726.98 ms [2021-09-30 07:28:48 main:581] : INFO : Epoch 1945 | loss: 0.0312045 | val_loss: 0.0312032 | Time: 1721.24 ms [2021-09-30 07:28:50 main:581] : INFO : Epoch 1946 | loss: 0.0312068 | val_loss: 0.0312147 | Time: 1740.15 ms [2021-09-30 07:28:51 main:581] : INFO : Epoch 1947 | loss: 0.0312109 | val_loss: 0.0312075 | Time: 1751.51 ms [2021-09-30 07:28:53 main:581] : INFO : Epoch 1948 | loss: 0.0312051 | val_loss: 0.0312047 | Time: 1758.82 ms [2021-09-30 07:28:55 main:581] : INFO : Epoch 1949 | loss: 0.0312063 | val_loss: 0.0312061 | Time: 1729.53 ms [2021-09-30 07:28:57 main:581] : INFO : Epoch 1950 | loss: 0.0312086 | val_loss: 0.0312063 | Time: 1751.3 ms [2021-09-30 07:28:58 main:581] : INFO : Epoch 1951 | loss: 0.0312062 | val_loss: 0.0312042 | Time: 1659.98 ms [2021-09-30 07:29:00 main:581] : INFO : Epoch 1952 | loss: 0.0312045 | val_loss: 0.0312027 | Time: 1733.76 ms [2021-09-30 07:29:02 main:581] : INFO : Epoch 1953 | loss: 0.0312044 | val_loss: 0.031203 | Time: 1746.39 ms [2021-09-30 07:29:03 main:581] : INFO : Epoch 1954 | loss: 0.0312038 | val_loss: 0.0312033 | Time: 1737.51 ms [2021-09-30 07:29:05 main:581] : INFO : Epoch 1955 | loss: 0.0312074 | val_loss: 0.0312075 | Time: 1708.17 ms [2021-09-30 07:29:07 main:581] : INFO : Epoch 1956 | loss: 0.0312071 | val_loss: 0.0312035 | Time: 1740.12 ms [2021-09-30 07:29:09 main:581] : INFO : Epoch 1957 | loss: 0.0312052 | val_loss: 0.0312027 | Time: 1752.62 ms [2021-09-30 07:29:10 main:581] : INFO : Epoch 1958 | loss: 0.0312079 | val_loss: 0.0312034 | Time: 1762.62 ms [2021-09-30 07:29:12 main:581] : INFO : Epoch 1959 | loss: 0.0312085 | val_loss: 0.031204 | Time: 1749.82 ms [2021-09-30 07:29:14 main:581] : INFO : Epoch 1960 | loss: 0.0312057 | val_loss: 0.0312019 | Time: 1731.7 ms [2021-09-30 07:29:16 main:581] : INFO : Epoch 1961 | loss: 0.0312044 | val_loss: 0.0312091 | Time: 1751.55 ms [2021-09-30 07:29:17 main:581] : INFO : Epoch 1962 | loss: 0.0312043 | val_loss: 0.031201 | Time: 1752.98 ms [2021-09-30 07:29:19 main:581] : INFO : Epoch 1963 | loss: 0.0312048 | val_loss: 0.0312088 | Time: 1741.92 ms [2021-09-30 07:29:21 main:581] : INFO : Epoch 1964 | loss: 0.0312057 | val_loss: 0.031201 | Time: 1747.33 ms [2021-09-30 07:29:23 main:581] : INFO : Epoch 1965 | loss: 0.0312026 | val_loss: 0.0312008 | Time: 1756.41 ms [2021-09-30 07:29:24 main:581] : INFO : Epoch 1966 | loss: 0.031202 | val_loss: 0.0312002 | Time: 1729.06 ms [2021-09-30 07:29:26 main:581] : INFO : Epoch 1967 | loss: 0.0312019 | val_loss: 0.0311998 | Time: 1752.62 ms [2021-09-30 07:29:28 main:581] : INFO : Epoch 1968 | loss: 0.0312042 | val_loss: 0.031203 | Time: 1746.77 ms [2021-09-30 07:29:30 main:581] : INFO : Epoch 1969 | loss: 0.0312059 | val_loss: 0.0312046 | Time: 1750.03 ms [2021-09-30 07:29:31 main:581] : INFO : Epoch 1970 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 1740.82 ms [2021-09-30 07:29:33 main:581] : INFO : Epoch 1971 | loss: 0.0312014 | val_loss: 0.031199 | Time: 1739.68 ms [2021-09-30 07:29:35 main:581] : INFO : Epoch 1972 | loss: 0.0312029 | val_loss: 0.0312017 | Time: 1754.81 ms [2021-09-30 07:29:37 main:581] : INFO : Epoch 1973 | loss: 0.0312031 | val_loss: 0.031199 | Time: 1714.67 ms [2021-09-30 07:29:38 main:581] : INFO : Epoch 1974 | loss: 0.0312016 | val_loss: 0.0311993 | Time: 1753.44 ms [2021-09-30 07:29:40 main:581] : INFO : Epoch 1975 | loss: 0.0312042 | val_loss: 0.0312058 | Time: 1742.31 ms [2021-09-30 07:29:42 main:581] : INFO : Epoch 1976 | loss: 0.0312056 | val_loss: 0.0312019 | Time: 1717.89 ms [2021-09-30 07:29:44 main:581] : INFO : Epoch 1977 | loss: 0.0312052 | val_loss: 0.0312099 | Time: 1745.77 ms [2021-09-30 07:29:45 main:581] : INFO : Epoch 1978 | loss: 0.0312049 | val_loss: 0.0312024 | Time: 1746.03 ms [2021-09-30 07:29:47 main:581] : INFO : Epoch 1979 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 1721.57 ms [2021-09-30 07:29:49 main:581] : INFO : Epoch 1980 | loss: 0.0312037 | val_loss: 0.0312021 | Time: 1739.04 ms [2021-09-30 07:29:51 main:581] : INFO : Epoch 1981 | loss: 0.031204 | val_loss: 0.0312007 | Time: 1736.06 ms [2021-09-30 07:29:52 main:581] : INFO : Epoch 1982 | loss: 0.0312054 | val_loss: 0.0312066 | Time: 1741.71 ms [2021-09-30 07:29:54 main:581] : INFO : Epoch 1983 | loss: 0.0312053 | val_loss: 0.0312006 | Time: 1756.22 ms [2021-09-30 07:29:56 main:581] : INFO : Epoch 1984 | loss: 0.0312034 | val_loss: 0.0312011 | Time: 1727.35 ms [2021-09-30 07:29:57 main:581] : INFO : Epoch 1985 | loss: 0.0312043 | val_loss: 0.0312034 | Time: 1740.49 ms [2021-09-30 07:29:59 main:581] : INFO : Epoch 1986 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 1753.65 ms [2021-09-30 07:30:01 main:581] : INFO : Epoch 1987 | loss: 0.0312021 | val_loss: 0.0312 | Time: 1740.6 ms [2021-09-30 07:30:03 main:581] : INFO : Epoch 1988 | loss: 0.031202 | val_loss: 0.0311992 | Time: 1721.58 ms [2021-09-30 07:30:04 main:581] : INFO : Epoch 1989 | loss: 0.0312037 | val_loss: 0.0311996 | Time: 1751.6 ms [2021-09-30 07:30:06 main:581] : INFO : Epoch 1990 | loss: 0.031202 | val_loss: 0.0312002 | Time: 1729.37 ms [2021-09-30 07:30:08 main:581] : INFO : Epoch 1991 | loss: 0.0312022 | val_loss: 0.0312035 | Time: 1735.72 ms [2021-09-30 07:30:10 main:581] : INFO : Epoch 1992 | loss: 0.0312024 | val_loss: 0.031201 | Time: 1760.26 ms [2021-09-30 07:30:11 main:581] : INFO : Epoch 1993 | loss: 0.0312034 | val_loss: 0.0311991 | Time: 1732.94 ms [2021-09-30 07:30:13 main:581] : INFO : Epoch 1994 | loss: 0.031202 | val_loss: 0.0311988 | Time: 1738.89 ms [2021-09-30 07:30:15 main:581] : INFO : Epoch 1995 | loss: 0.0312022 | val_loss: 0.0312 | Time: 1746.93 ms [2021-09-30 07:30:17 main:581] : INFO : Epoch 1996 | loss: 0.0312026 | val_loss: 0.0311991 | Time: 1732.64 ms [2021-09-30 07:30:18 main:581] : INFO : Epoch 1997 | loss: 0.0312026 | val_loss: 0.0311999 | Time: 1738 ms [2021-09-30 07:30:20 main:581] : INFO : Epoch 1998 | loss: 0.0312016 | val_loss: 0.0312023 | Time: 1743.88 ms [2021-09-30 07:30:22 main:581] : INFO : Epoch 1999 | loss: 0.0312028 | val_loss: 0.0312023 | Time: 1718.47 ms [2021-09-30 07:30:24 main:581] : INFO : Epoch 2000 | loss: 0.0312015 | val_loss: 0.0312002 | Time: 1725.62 ms [2021-09-30 07:30:25 main:581] : INFO : Epoch 2001 | loss: 0.0312018 | val_loss: 0.0311988 | Time: 1756.44 ms [2021-09-30 07:30:27 main:581] : INFO : Epoch 2002 | loss: 0.0312017 | val_loss: 0.0312 | Time: 1754.8 ms [2021-09-30 07:30:29 main:581] : INFO : Epoch 2003 | loss: 0.0312035 | val_loss: 0.0311999 | Time: 1767.8 ms [2021-09-30 07:30:31 main:581] : INFO : Epoch 2004 | loss: 0.0312045 | val_loss: 0.0312006 | Time: 1728.62 ms [2021-09-30 07:30:32 main:581] : INFO : Epoch 2005 | loss: 0.0312042 | val_loss: 0.0312001 | Time: 1762.77 ms [2021-09-30 07:30:34 main:581] : INFO : Epoch 2006 | loss: 0.031203 | val_loss: 0.0312004 | Time: 1742.9 ms [2021-09-30 07:30:36 main:581] : INFO : Epoch 2007 | loss: 0.0312028 | val_loss: 0.0312013 | Time: 1737.81 ms [2021-09-30 07:30:38 main:581] : INFO : Epoch 2008 | loss: 0.0312034 | val_loss: 0.0312021 | Time: 1728.11 ms [2021-09-30 07:30:39 main:581] : INFO : Epoch 2009 | loss: 0.0312046 | val_loss: 0.0312042 | Time: 1751.52 ms [2021-09-30 07:30:41 main:581] : INFO : Epoch 2010 | loss: 0.0312089 | val_loss: 0.0312056 | Time: 1746.53 ms [2021-09-30 07:30:43 main:581] : INFO : Epoch 2011 | loss: 0.0312106 | val_loss: 0.0312081 | Time: 1738.03 ms [2021-09-30 07:30:45 main:581] : INFO : Epoch 2012 | loss: 0.0312102 | val_loss: 0.0312049 | Time: 1733.63 ms [2021-09-30 07:30:46 main:581] : INFO : Epoch 2013 | loss: 0.0312093 | val_loss: 0.0312033 | Time: 1748.27 ms [2021-09-30 07:30:48 main:581] : INFO : Epoch 2014 | loss: 0.0312075 | val_loss: 0.0312022 | Time: 1731.11 ms [2021-09-30 07:30:50 main:581] : INFO : Epoch 2015 | loss: 0.0312067 | val_loss: 0.0312021 | Time: 1743.67 ms [2021-09-30 07:30:51 main:581] : INFO : Epoch 2016 | loss: 0.0312074 | val_loss: 0.0312033 | Time: 1737.48 ms [2021-09-30 07:30:53 main:581] : INFO : Epoch 2017 | loss: 0.031206 | val_loss: 0.0312022 | Time: 1757.98 ms [2021-09-30 07:30:55 main:581] : INFO : Epoch 2018 | loss: 0.0312056 | val_loss: 0.0312029 | Time: 1746.29 ms [2021-09-30 07:30:57 main:581] : INFO : Epoch 2019 | loss: 0.0312058 | val_loss: 0.0312037 | Time: 1741.16 ms [2021-09-30 07:30:58 main:581] : INFO : Epoch 2020 | loss: 0.0312066 | val_loss: 0.0312036 | Time: 1737.41 ms [2021-09-30 07:31:00 main:581] : INFO : Epoch 2021 | loss: 0.0312081 | val_loss: 0.0312052 | Time: 1716.13 ms [2021-09-30 07:31:02 main:581] : INFO : Epoch 2022 | loss: 0.0312095 | val_loss: 0.0312033 | Time: 1718.59 ms [2021-09-30 07:31:04 main:581] : INFO : Epoch 2023 | loss: 0.0312059 | val_loss: 0.0312047 | Time: 1759.22 ms [2021-09-30 07:31:05 main:581] : INFO : Epoch 2024 | loss: 0.0312057 | val_loss: 0.0312018 | Time: 1739.89 ms [2021-09-30 07:31:07 main:581] : INFO : Epoch 2025 | loss: 0.0312063 | val_loss: 0.031201 | Time: 1743.21 ms [2021-09-30 07:31:09 main:581] : INFO : Epoch 2026 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 1762.92 ms [2021-09-30 07:31:11 main:581] : INFO : Epoch 2027 | loss: 0.0312065 | val_loss: 0.031205 | Time: 1740.72 ms [2021-09-30 07:31:12 main:581] : INFO : Epoch 2028 | loss: 0.0312073 | val_loss: 0.0312021 | Time: 1752.49 ms [2021-09-30 07:31:14 main:581] : INFO : Epoch 2029 | loss: 0.0312064 | val_loss: 0.0312019 | Time: 1732.97 ms [2021-09-30 07:31:16 main:581] : INFO : Epoch 2030 | loss: 0.0312061 | val_loss: 0.0312041 | Time: 1763.46 ms [2021-09-30 07:31:18 main:581] : INFO : Epoch 2031 | loss: 0.0312055 | val_loss: 0.0312007 | Time: 1750.32 ms [2021-09-30 07:31:19 main:581] : INFO : Epoch 2032 | loss: 0.0312041 | val_loss: 0.0312006 | Time: 1741.01 ms [2021-09-30 07:31:21 main:581] : INFO : Epoch 2033 | loss: 0.0312056 | val_loss: 0.0312007 | Time: 1732.05 ms [2021-09-30 07:31:23 main:581] : INFO : Epoch 2034 | loss: 0.0312048 | val_loss: 0.0312002 | Time: 1693.73 ms [2021-09-30 07:31:25 main:581] : INFO : Epoch 2035 | loss: 0.0312042 | val_loss: 0.0312005 | Time: 1731.81 ms [2021-09-30 07:31:26 main:581] : INFO : Epoch 2036 | loss: 0.031204 | val_loss: 0.0312004 | Time: 1748.06 ms [2021-09-30 07:31:28 main:581] : INFO : Epoch 2037 | loss: 0.0312036 | val_loss: 0.0312049 | Time: 1671 ms [2021-09-30 07:31:30 main:581] : INFO : Epoch 2038 | loss: 0.0312076 | val_loss: 0.0312058 | Time: 1700.87 ms [2021-09-30 07:31:31 main:581] : INFO : Epoch 2039 | loss: 0.0312063 | val_loss: 0.0312 | Time: 1757.1 ms [2021-09-30 07:31:33 main:581] : INFO : Epoch 2040 | loss: 0.0312055 | val_loss: 0.0312041 | Time: 1746.81 ms [2021-09-30 07:31:35 main:581] : INFO : Epoch 2041 | loss: 0.0312043 | val_loss: 0.0312021 | Time: 1747.45 ms [2021-09-30 07:31:37 main:581] : INFO : Epoch 2042 | loss: 0.0312042 | val_loss: 0.0311996 | Time: 1747.17 ms [2021-09-30 07:31:38 main:581] : INFO : Epoch 2043 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 1762.47 ms [2021-09-30 07:31:40 main:581] : INFO : Epoch 2044 | loss: 0.0312047 | val_loss: 0.0312026 | Time: 1729.8 ms [2021-09-30 07:31:42 main:581] : INFO : Epoch 2045 | loss: 0.0312041 | val_loss: 0.0311997 | Time: 1740.76 ms [2021-09-30 07:31:44 main:581] : INFO : Epoch 2046 | loss: 0.0312035 | val_loss: 0.0312013 | Time: 1759.05 ms [2021-09-30 07:31:45 main:581] : INFO : Epoch 2047 | loss: 0.031203 | val_loss: 0.0311995 | Time: 1752.56 ms [2021-09-30 07:31:47 main:581] : INFO : Epoch 2048 | loss: 0.0312036 | val_loss: 0.0312021 | Time: 1724.38 ms [2021-09-30 07:31:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021 [2021-09-30 07:31:47 main:610] : INFO : Saving end state to config to file [2021-09-30 07:31:47 main:615] : INFO : Success, exiting.. 07:31:47 (1340754): 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)