Task 14624106
| Name | ParityModified-1647041248-28243-3-0_1 |
| Workunit | 11574660 |
| Created | 18 Apr 2022, 18:39:16 UTC |
| Sent | 18 Apr 2022, 18:40:08 UTC |
| Report deadline | 26 Apr 2022, 18:40:08 UTC |
| Received | 18 Apr 2022, 20:06:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 25 min 59 sec |
| CPU time | 1 hours 1 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 21:27:31 main:574] : INFO : Epoch 1542 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 1715.78 ms [2022-04-18 21:27:32 main:574] : INFO : Epoch 1543 | loss: 0.0312107 | val_loss: 0.0312118 | Time: 1707.06 ms [2022-04-18 21:27:34 main:574] : INFO : Epoch 1544 | loss: 0.0312104 | val_loss: 0.0312117 | Time: 1727.83 ms [2022-04-18 21:27:36 main:574] : INFO : Epoch 1545 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 1715.83 ms [2022-04-18 21:27:38 main:574] : INFO : Epoch 1546 | loss: 0.0312105 | val_loss: 0.0312119 | Time: 1713.87 ms [2022-04-18 21:27:39 main:574] : INFO : Epoch 1547 | loss: 0.0312109 | val_loss: 0.0312114 | Time: 1715.07 ms [2022-04-18 21:27:41 main:574] : INFO : Epoch 1548 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 1710.77 ms [2022-04-18 21:27:43 main:574] : INFO : Epoch 1549 | loss: 0.0312103 | val_loss: 0.0312107 | Time: 1744.64 ms [2022-04-18 21:27:45 main:574] : INFO : Epoch 1550 | loss: 0.0312126 | val_loss: 0.0312155 | Time: 1742.81 ms [2022-04-18 21:27:46 main:574] : INFO : Epoch 1551 | loss: 0.0312121 | val_loss: 0.0312113 | Time: 1743.46 ms [2022-04-18 21:27:48 main:574] : INFO : Epoch 1552 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 1709.37 ms [2022-04-18 21:27:50 main:574] : INFO : Epoch 1553 | loss: 0.031211 | val_loss: 0.0312108 | Time: 1710.48 ms [2022-04-18 21:27:51 main:574] : INFO : Epoch 1554 | loss: 0.0312103 | val_loss: 0.03121 | Time: 1724.73 ms [2022-04-18 21:27:53 main:574] : INFO : Epoch 1555 | loss: 0.0312101 | val_loss: 0.0312099 | Time: 1735.64 ms [2022-04-18 21:27:55 main:574] : INFO : Epoch 1556 | loss: 0.0312098 | val_loss: 0.0312103 | Time: 1704.3 ms [2022-04-18 21:27:57 main:574] : INFO : Epoch 1557 | loss: 0.03121 | val_loss: 0.0312107 | Time: 1717.59 ms [2022-04-18 21:27:58 main:574] : INFO : Epoch 1558 | loss: 0.0312103 | val_loss: 0.0312101 | Time: 1705.09 ms [2022-04-18 21:28:00 main:574] : INFO : Epoch 1559 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 1710.81 ms [2022-04-18 21:28:02 main:574] : INFO : Epoch 1560 | loss: 0.0312099 | val_loss: 0.0312108 | Time: 1717.19 ms [2022-04-18 21:28:04 main:574] : INFO : Epoch 1561 | loss: 0.03121 | val_loss: 0.0312107 | Time: 1719.53 ms [2022-04-18 21:28:05 main:574] : INFO : Epoch 1562 | loss: 0.0312093 | val_loss: 0.0312093 | Time: 1711.05 ms [2022-04-18 21:28:07 main:574] : INFO : Epoch 1563 | loss: 0.0312089 | val_loss: 0.0312101 | Time: 1719.21 ms [2022-04-18 21:28:09 main:574] : INFO : Epoch 1564 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 1724.24 ms [2022-04-18 21:28:11 main:574] : INFO : Epoch 1565 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 1926.07 ms [2022-04-18 21:28:13 main:574] : INFO : Epoch 1566 | loss: 0.0312103 | val_loss: 0.0312108 | Time: 1992.34 ms [2022-04-18 21:28:14 main:574] : INFO : Epoch 1567 | loss: 0.031209 | val_loss: 0.0312113 | Time: 1843.57 ms [2022-04-18 21:28:17 main:574] : INFO : Epoch 1568 | loss: 0.0312094 | val_loss: 0.0312102 | Time: 2042.6 ms [2022-04-18 21:28:18 main:574] : INFO : Epoch 1569 | loss: 0.0312088 | val_loss: 0.0312099 | Time: 1922.26 ms [2022-04-18 21:28:20 main:574] : INFO : Epoch 1570 | loss: 0.0312086 | val_loss: 0.031209 | Time: 1867.98 ms [2022-04-18 21:28:22 main:574] : INFO : Epoch 1571 | loss: 0.0312084 | val_loss: 0.0312095 | Time: 1996.34 ms [2022-04-18 21:28:24 main:574] : INFO : Epoch 1572 | loss: 0.0312089 | val_loss: 0.0312117 | Time: 1716.4 ms [2022-04-18 21:28:26 main:574] : INFO : Epoch 1573 | loss: 0.0312099 | val_loss: 0.0312096 | Time: 1766.51 ms [2022-04-18 21:28:28 main:574] : INFO : Epoch 1574 | loss: 0.031209 | val_loss: 0.0312092 | Time: 2015.03 ms [2022-04-18 21:28:30 main:574] : INFO : Epoch 1575 | loss: 0.0312083 | val_loss: 0.0312097 | Time: 1852.96 ms [2022-04-18 21:28:32 main:574] : INFO : Epoch 1576 | loss: 0.0312086 | val_loss: 0.0312094 | Time: 1734.27 ms [2022-04-18 21:28:33 main:574] : INFO : Epoch 1577 | loss: 0.0312093 | val_loss: 0.0312098 | Time: 1796.29 ms [2022-04-18 21:28:35 main:574] : INFO : Epoch 1578 | loss: 0.031209 | val_loss: 0.0312099 | Time: 1871.41 ms [2022-04-18 21:28:37 main:574] : INFO : Epoch 1579 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 1714.9 ms [2022-04-18 21:28:39 main:574] : INFO : Epoch 1580 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 1718.63 ms [2022-04-18 21:28:40 main:574] : INFO : Epoch 1581 | loss: 0.0312106 | val_loss: 0.0312088 | Time: 1725.9 ms [2022-04-18 21:28:42 main:574] : INFO : Epoch 1582 | loss: 0.031209 | val_loss: 0.031209 | Time: 1711.05 ms [2022-04-18 21:28:44 main:574] : INFO : Epoch 1583 | loss: 0.0312119 | val_loss: 0.0312109 | Time: 1720.86 ms [2022-04-18 21:28:46 main:574] : INFO : Epoch 1584 | loss: 0.031211 | val_loss: 0.0312105 | Time: 1724.7 ms [2022-04-18 21:28:47 main:574] : INFO : Epoch 1585 | loss: 0.0312104 | val_loss: 0.0312104 | Time: 1713.98 ms [2022-04-18 21:28:49 main:574] : INFO : Epoch 1586 | loss: 0.031211 | val_loss: 0.031211 | Time: 1752.13 ms [2022-04-18 21:28:51 main:574] : INFO : Epoch 1587 | loss: 0.031211 | val_loss: 0.031211 | Time: 1740 ms [2022-04-18 21:28:53 main:574] : INFO : Epoch 1588 | loss: 0.0312099 | val_loss: 0.03121 | Time: 1749.15 ms [2022-04-18 21:28:54 main:574] : INFO : Epoch 1589 | loss: 0.0312095 | val_loss: 0.0312093 | Time: 1713.99 ms [2022-04-18 21:28:56 main:574] : INFO : Epoch 1590 | loss: 0.0312086 | val_loss: 0.0312111 | Time: 1721.19 ms [2022-04-18 21:28:58 main:574] : INFO : Epoch 1591 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 1715.18 ms [2022-04-18 21:28:59 main:574] : INFO : Epoch 1592 | loss: 0.0312089 | val_loss: 0.0312096 | Time: 1708.78 ms [2022-04-18 21:29:01 main:574] : INFO : Epoch 1593 | loss: 0.0312078 | val_loss: 0.0312087 | Time: 1715.05 ms [2022-04-18 21:29:03 main:574] : INFO : Epoch 1594 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 1716.36 ms [2022-04-18 21:29:05 main:574] : INFO : Epoch 1595 | loss: 0.0312071 | val_loss: 0.0312113 | Time: 1719.13 ms [2022-04-18 21:29:06 main:574] : INFO : Epoch 1596 | loss: 0.0312081 | val_loss: 0.0312087 | Time: 1723.07 ms [2022-04-18 21:29:08 main:574] : INFO : Epoch 1597 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 1717.48 ms [2022-04-18 21:29:10 main:574] : INFO : Epoch 1598 | loss: 0.0312071 | val_loss: 0.031209 | Time: 1715.35 ms [2022-04-18 21:29:12 main:574] : INFO : Epoch 1599 | loss: 0.0312184 | val_loss: 0.031242 | Time: 1709.99 ms [2022-04-18 21:29:13 main:574] : INFO : Epoch 1600 | loss: 0.0312326 | val_loss: 0.0312354 | Time: 1743.11 ms [2022-04-18 21:29:15 main:574] : INFO : Epoch 1601 | loss: 0.0312364 | val_loss: 0.0312351 | Time: 1714.17 ms [2022-04-18 21:29:17 main:574] : INFO : Epoch 1602 | loss: 0.0312291 | val_loss: 0.0312301 | Time: 1710.4 ms [2022-04-18 21:29:18 main:574] : INFO : Epoch 1603 | loss: 0.0312271 | val_loss: 0.0312326 | Time: 1720.62 ms [2022-04-18 21:29:20 main:574] : INFO : Epoch 1604 | loss: 0.0312273 | val_loss: 0.0312253 | Time: 1712.31 ms [2022-04-18 21:29:22 main:574] : INFO : Epoch 1605 | loss: 0.0312235 | val_loss: 0.0312222 | Time: 1719.94 ms [2022-04-18 21:29:24 main:574] : INFO : Epoch 1606 | loss: 0.0312204 | val_loss: 0.0312221 | Time: 1715.58 ms [2022-04-18 21:29:25 main:574] : INFO : Epoch 1607 | loss: 0.0312202 | val_loss: 0.0312215 | Time: 1713.78 ms [2022-04-18 21:29:27 main:574] : INFO : Epoch 1608 | loss: 0.0312201 | val_loss: 0.0312214 | Time: 1713.44 ms [2022-04-18 21:29:29 main:574] : INFO : Epoch 1609 | loss: 0.031219 | val_loss: 0.03122 | Time: 1719.48 ms [2022-04-18 21:29:31 main:574] : INFO : Epoch 1610 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 1719.69 ms [2022-04-18 21:29:32 main:574] : INFO : Epoch 1611 | loss: 0.0312185 | val_loss: 0.0312207 | Time: 1715.85 ms [2022-04-18 21:29:34 main:574] : INFO : Epoch 1612 | loss: 0.0312181 | val_loss: 0.0312195 | Time: 1718.32 ms [2022-04-18 21:29:36 main:574] : INFO : Epoch 1613 | loss: 0.0312177 | val_loss: 0.03122 | Time: 1717.17 ms [2022-04-18 21:29:37 main:574] : INFO : Epoch 1614 | loss: 0.0312176 | val_loss: 0.0312195 | Time: 1709.48 ms [2022-04-18 21:29:39 main:574] : INFO : Epoch 1615 | loss: 0.031219 | val_loss: 0.0312193 | Time: 1719.05 ms [2022-04-18 21:29:41 main:574] : INFO : Epoch 1616 | loss: 0.0312196 | val_loss: 0.0312218 | Time: 1722.21 ms [2022-04-18 21:29:43 main:574] : INFO : Epoch 1617 | loss: 0.0312177 | val_loss: 0.031218 | Time: 1739.46 ms [2022-04-18 21:29:44 main:574] : INFO : Epoch 1618 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 1758.7 ms [2022-04-18 21:29:46 main:574] : INFO : Epoch 1619 | loss: 0.0312166 | val_loss: 0.031218 | Time: 1763.7 ms [2022-04-18 21:29:48 main:574] : INFO : Epoch 1620 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 1762.86 ms [2022-04-18 21:29:50 main:574] : INFO : Epoch 1621 | loss: 0.0312164 | val_loss: 0.031218 | Time: 1721.76 ms [2022-04-18 21:29:51 main:574] : INFO : Epoch 1622 | loss: 0.0312169 | val_loss: 0.0312175 | Time: 1726.98 ms [2022-04-18 21:29:53 main:574] : INFO : Epoch 1623 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 1695.47 ms [2022-04-18 21:29:55 main:574] : INFO : Epoch 1624 | loss: 0.0312159 | val_loss: 0.031219 | Time: 1765.82 ms [2022-04-18 21:29:57 main:574] : INFO : Epoch 1625 | loss: 0.0312166 | val_loss: 0.0312186 | Time: 1748.8 ms [2022-04-18 21:29:58 main:574] : INFO : Epoch 1626 | loss: 0.0312153 | val_loss: 0.0312171 | Time: 1763.4 ms [2022-04-18 21:30:00 main:574] : INFO : Epoch 1627 | loss: 0.0312153 | val_loss: 0.0312192 | Time: 1767.19 ms [2022-04-18 21:30:02 main:574] : INFO : Epoch 1628 | loss: 0.0312151 | val_loss: 0.0312168 | Time: 1873.98 ms [2022-04-18 21:30:04 main:574] : INFO : Epoch 1629 | loss: 0.0312146 | val_loss: 0.0312175 | Time: 1773.67 ms [2022-04-18 21:30:06 main:574] : INFO : Epoch 1630 | loss: 0.0312145 | val_loss: 0.0312162 | Time: 1689.77 ms [2022-04-18 21:30:07 main:574] : INFO : Epoch 1631 | loss: 0.0312145 | val_loss: 0.0312158 | Time: 1753.3 ms [2022-04-18 21:30:09 main:574] : INFO : Epoch 1632 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 1695.44 ms [2022-04-18 21:30:11 main:574] : INFO : Epoch 1633 | loss: 0.031214 | val_loss: 0.0312159 | Time: 1691.74 ms [2022-04-18 21:30:12 main:574] : INFO : Epoch 1634 | loss: 0.0312146 | val_loss: 0.0312172 | Time: 1695.25 ms [2022-04-18 21:30:14 main:574] : INFO : Epoch 1635 | loss: 0.0312147 | val_loss: 0.0312161 | Time: 1703.09 ms [2022-04-18 21:30:16 main:574] : INFO : Epoch 1636 | loss: 0.0312143 | val_loss: 0.031217 | Time: 1740.63 ms [2022-04-18 21:30:18 main:574] : INFO : Epoch 1637 | loss: 0.0312143 | val_loss: 0.0312159 | Time: 1701.32 ms [2022-04-18 21:30:19 main:574] : INFO : Epoch 1638 | loss: 0.0312143 | val_loss: 0.0312154 | Time: 1718.8 ms [2022-04-18 21:30:21 main:574] : INFO : Epoch 1639 | loss: 0.0312149 | val_loss: 0.0312148 | Time: 1709.92 ms [2022-04-18 21:30:23 main:574] : INFO : Epoch 1640 | loss: 0.0312142 | val_loss: 0.0312184 | Time: 1707.14 ms [2022-04-18 21:30:24 main:574] : INFO : Epoch 1641 | loss: 0.0312143 | val_loss: 0.0312152 | Time: 1691.98 ms [2022-04-18 21:30:26 main:574] : INFO : Epoch 1642 | loss: 0.0312133 | val_loss: 0.0312151 | Time: 1689.53 ms [2022-04-18 21:30:28 main:574] : INFO : Epoch 1643 | loss: 0.0312145 | val_loss: 0.0312164 | Time: 1817.72 ms [2022-04-18 21:30:30 main:574] : INFO : Epoch 1644 | loss: 0.0312137 | val_loss: 0.031215 | Time: 1841.53 ms [2022-04-18 21:30:32 main:574] : INFO : Epoch 1645 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 1743.59 ms [2022-04-18 21:30:33 main:574] : INFO : Epoch 1646 | loss: 0.0312133 | val_loss: 0.0312163 | Time: 1719.81 ms [2022-04-18 21:30:35 main:574] : INFO : Epoch 1647 | loss: 0.0312133 | val_loss: 0.0312154 | Time: 1716.02 ms [2022-04-18 21:30:37 main:574] : INFO : Epoch 1648 | loss: 0.0312131 | val_loss: 0.0312155 | Time: 1721.29 ms [2022-04-18 21:30:39 main:574] : INFO : Epoch 1649 | loss: 0.0312142 | val_loss: 0.0312151 | Time: 1726.33 ms [2022-04-18 21:30:40 main:574] : INFO : Epoch 1650 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 1725.01 ms [2022-04-18 21:30:42 main:574] : INFO : Epoch 1651 | loss: 0.0312124 | val_loss: 0.0312147 | Time: 1723.04 ms [2022-04-18 21:30:44 main:574] : INFO : Epoch 1652 | loss: 0.0312129 | val_loss: 0.0312149 | Time: 1718.69 ms [2022-04-18 21:30:45 main:574] : INFO : Epoch 1653 | loss: 0.0312136 | val_loss: 0.0312153 | Time: 1715.15 ms [2022-04-18 21:30:47 main:574] : INFO : Epoch 1654 | loss: 0.031213 | val_loss: 0.0312136 | Time: 1732.04 ms [2022-04-18 21:30:49 main:574] : INFO : Epoch 1655 | loss: 0.0312129 | val_loss: 0.0312152 | Time: 1727.1 ms [2022-04-18 21:30:51 main:574] : INFO : Epoch 1656 | loss: 0.0312122 | val_loss: 0.0312144 | Time: 1897.98 ms [2022-04-18 21:30:53 main:574] : INFO : Epoch 1657 | loss: 0.031212 | val_loss: 0.0312147 | Time: 2046.82 ms [2022-04-18 21:30:55 main:574] : INFO : Epoch 1658 | loss: 0.0312128 | val_loss: 0.0312145 | Time: 1826.65 ms [2022-04-18 21:30:56 main:574] : INFO : Epoch 1659 | loss: 0.0312139 | val_loss: 0.0312144 | Time: 1723.2 ms [2022-04-18 21:30:58 main:574] : INFO : Epoch 1660 | loss: 0.0312121 | val_loss: 0.0312141 | Time: 1738.89 ms [2022-04-18 21:31:00 main:574] : INFO : Epoch 1661 | loss: 0.0312125 | val_loss: 0.031218 | Time: 1952.59 ms [2022-04-18 21:31:02 main:574] : INFO : Epoch 1662 | loss: 0.0312126 | val_loss: 0.0312142 | Time: 2056.97 ms [2022-04-18 21:31:04 main:574] : INFO : Epoch 1663 | loss: 0.0312131 | val_loss: 0.031215 | Time: 2166.54 ms [2022-04-18 21:31:06 main:574] : INFO : Epoch 1664 | loss: 0.0312121 | val_loss: 0.0312145 | Time: 1969.76 ms [2022-04-18 21:31:08 main:574] : INFO : Epoch 1665 | loss: 0.0312117 | val_loss: 0.0312141 | Time: 1794.94 ms [2022-04-18 21:31:10 main:574] : INFO : Epoch 1666 | loss: 0.0312115 | val_loss: 0.0312148 | Time: 1724.8 ms [2022-04-18 21:31:12 main:574] : INFO : Epoch 1667 | loss: 0.0312122 | val_loss: 0.0312146 | Time: 1725.7 ms [2022-04-18 21:31:13 main:574] : INFO : Epoch 1668 | loss: 0.0312131 | val_loss: 0.0312145 | Time: 1724.34 ms [2022-04-18 21:31:15 main:574] : INFO : Epoch 1669 | loss: 0.0312134 | val_loss: 0.0312142 | Time: 1718.55 ms [2022-04-18 21:31:17 main:574] : INFO : Epoch 1670 | loss: 0.0312126 | val_loss: 0.0312142 | Time: 1718.94 ms [2022-04-18 21:31:19 main:574] : INFO : Epoch 1671 | loss: 0.0312148 | val_loss: 0.0312185 | Time: 1725.4 ms [2022-04-18 21:31:20 main:574] : INFO : Epoch 1672 | loss: 0.0312132 | val_loss: 0.0312144 | Time: 1708.13 ms [2022-04-18 21:31:22 main:574] : INFO : Epoch 1673 | loss: 0.0312122 | val_loss: 0.0312141 | Time: 1715.13 ms [2022-04-18 21:31:24 main:574] : INFO : Epoch 1674 | loss: 0.0312126 | val_loss: 0.0312136 | Time: 1721.05 ms [2022-04-18 21:31:25 main:574] : INFO : Epoch 1675 | loss: 0.0312118 | val_loss: 0.0312135 | Time: 1721.16 ms [2022-04-18 21:31:27 main:574] : INFO : Epoch 1676 | loss: 0.0312126 | val_loss: 0.0312148 | Time: 1724.43 ms [2022-04-18 21:31:29 main:574] : INFO : Epoch 1677 | loss: 0.031214 | val_loss: 0.0312199 | Time: 1711.69 ms [2022-04-18 21:31:31 main:574] : INFO : Epoch 1678 | loss: 0.0312141 | val_loss: 0.0312163 | Time: 1748.51 ms [2022-04-18 21:31:32 main:574] : INFO : Epoch 1679 | loss: 0.0312122 | val_loss: 0.0312142 | Time: 1738.7 ms [2022-04-18 21:31:34 main:574] : INFO : Epoch 1680 | loss: 0.0312111 | val_loss: 0.0312135 | Time: 1723.65 ms [2022-04-18 21:31:36 main:574] : INFO : Epoch 1681 | loss: 0.0312107 | val_loss: 0.0312134 | Time: 1792.1 ms [2022-04-18 21:31:38 main:574] : INFO : Epoch 1682 | loss: 0.0312116 | val_loss: 0.0312131 | Time: 1819.25 ms [2022-04-18 21:31:40 main:574] : INFO : Epoch 1683 | loss: 0.0312112 | val_loss: 0.0312136 | Time: 1758.38 ms [2022-04-18 21:31:41 main:574] : INFO : Epoch 1684 | loss: 0.0312126 | val_loss: 0.0312129 | Time: 1726.85 ms [2022-04-18 21:31:43 main:574] : INFO : Epoch 1685 | loss: 0.031212 | val_loss: 0.0312127 | Time: 1719.56 ms [2022-04-18 21:31:45 main:574] : INFO : Epoch 1686 | loss: 0.0312113 | val_loss: 0.0312123 | Time: 1723.39 ms [2022-04-18 21:31:46 main:574] : INFO : Epoch 1687 | loss: 0.0312114 | val_loss: 0.0312125 | Time: 1718.85 ms [2022-04-18 21:31:48 main:574] : INFO : Epoch 1688 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 1726.78 ms [2022-04-18 21:31:50 main:574] : INFO : Epoch 1689 | loss: 0.0312109 | val_loss: 0.0312126 | Time: 1752.63 ms [2022-04-18 21:31:52 main:574] : INFO : Epoch 1690 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 1713.58 ms [2022-04-18 21:31:53 main:574] : INFO : Epoch 1691 | loss: 0.0312114 | val_loss: 0.0312139 | Time: 1723.13 ms [2022-04-18 21:31:55 main:574] : INFO : Epoch 1692 | loss: 0.0312105 | val_loss: 0.0312119 | Time: 1722.32 ms [2022-04-18 21:31:57 main:574] : INFO : Epoch 1693 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 1767.94 ms [2022-04-18 21:31:59 main:574] : INFO : Epoch 1694 | loss: 0.0312124 | val_loss: 0.0312161 | Time: 1726.31 ms [2022-04-18 21:32:00 main:574] : INFO : Epoch 1695 | loss: 0.031213 | val_loss: 0.0312136 | Time: 1724.94 ms [2022-04-18 21:32:02 main:574] : INFO : Epoch 1696 | loss: 0.0312115 | val_loss: 0.0312194 | Time: 1718.55 ms [2022-04-18 21:32:04 main:574] : INFO : Epoch 1697 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 1729.52 ms [2022-04-18 21:32:06 main:574] : INFO : Epoch 1698 | loss: 0.0312106 | val_loss: 0.0312119 | Time: 1761.49 ms [2022-04-18 21:32:07 main:574] : INFO : Epoch 1699 | loss: 0.0312103 | val_loss: 0.0312117 | Time: 1733.2 ms [2022-04-18 21:32:09 main:574] : INFO : Epoch 1700 | loss: 0.0312103 | val_loss: 0.0312117 | Time: 1801.77 ms [2022-04-18 21:32:11 main:574] : INFO : Epoch 1701 | loss: 0.0312108 | val_loss: 0.0312194 | Time: 1774.74 ms [2022-04-18 21:32:13 main:574] : INFO : Epoch 1702 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 1739.81 ms [2022-04-18 21:32:15 main:574] : INFO : Epoch 1703 | loss: 0.0312107 | val_loss: 0.0312112 | Time: 2009.32 ms [2022-04-18 21:32:17 main:574] : INFO : Epoch 1704 | loss: 0.0312101 | val_loss: 0.0312111 | Time: 1965.2 ms [2022-04-18 21:32:19 main:574] : INFO : Epoch 1705 | loss: 0.0312099 | val_loss: 0.0312125 | Time: 2037.23 ms [2022-04-18 21:32:21 main:574] : INFO : Epoch 1706 | loss: 0.031212 | val_loss: 0.031215 | Time: 2033.3 ms [2022-04-18 21:32:23 main:574] : INFO : Epoch 1707 | loss: 0.0312134 | val_loss: 0.0312132 | Time: 1769.18 ms [2022-04-18 21:32:25 main:574] : INFO : Epoch 1708 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 2000.16 ms [2022-04-18 21:32:27 main:574] : INFO : Epoch 1709 | loss: 0.0312103 | val_loss: 0.031211 | Time: 1987.9 ms [2022-04-18 21:32:29 main:574] : INFO : Epoch 1710 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 1969.24 ms [2022-04-18 21:32:30 main:574] : INFO : Epoch 1711 | loss: 0.03121 | val_loss: 0.0312141 | Time: 1870.64 ms [2022-04-18 21:32:32 main:574] : INFO : Epoch 1712 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 2025.75 ms [2022-04-18 21:32:34 main:574] : INFO : Epoch 1713 | loss: 0.0312111 | val_loss: 0.0312162 | Time: 1973.06 ms [2022-04-18 21:32:36 main:574] : INFO : Epoch 1714 | loss: 0.0312121 | val_loss: 0.0312153 | Time: 1808.39 ms [2022-04-18 21:32:38 main:574] : INFO : Epoch 1715 | loss: 0.031211 | val_loss: 0.0312109 | Time: 1721.41 ms [2022-04-18 21:32:40 main:574] : INFO : Epoch 1716 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 1739.23 ms [2022-04-18 21:32:41 main:574] : INFO : Epoch 1717 | loss: 0.0312098 | val_loss: 0.0312104 | Time: 1753.08 ms [2022-04-18 21:32:43 main:574] : INFO : Epoch 1718 | loss: 0.0312096 | val_loss: 0.0312106 | Time: 1720.52 ms [2022-04-18 21:32:45 main:574] : INFO : Epoch 1719 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 1739.78 ms [2022-04-18 21:32:47 main:574] : INFO : Epoch 1720 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 1716.14 ms [2022-04-18 21:32:48 main:574] : INFO : Epoch 1721 | loss: 0.0312116 | val_loss: 0.0312116 | Time: 1722.01 ms [2022-04-18 21:32:50 main:574] : INFO : Epoch 1722 | loss: 0.0312104 | val_loss: 0.0312132 | Time: 1718.39 ms [2022-04-18 21:32:52 main:574] : INFO : Epoch 1723 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 1728.31 ms [2022-04-18 21:32:54 main:574] : INFO : Epoch 1724 | loss: 0.0312097 | val_loss: 0.0312119 | Time: 1723.85 ms [2022-04-18 21:32:55 main:574] : INFO : Epoch 1725 | loss: 0.0312094 | val_loss: 0.0312104 | Time: 1752.44 ms [2022-04-18 21:32:57 main:574] : INFO : Epoch 1726 | loss: 0.0312095 | val_loss: 0.0312104 | Time: 1721.88 ms [2022-04-18 21:32:59 main:574] : INFO : Epoch 1727 | loss: 0.0312092 | val_loss: 0.0312104 | Time: 1719.24 ms [2022-04-18 21:33:01 main:574] : INFO : Epoch 1728 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 1729.2 ms [2022-04-18 21:33:02 main:574] : INFO : Epoch 1729 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 1731.17 ms [2022-04-18 21:33:04 main:574] : INFO : Epoch 1730 | loss: 0.031209 | val_loss: 0.0312118 | Time: 1719.21 ms [2022-04-18 21:33:06 main:574] : INFO : Epoch 1731 | loss: 0.0312096 | val_loss: 0.031211 | Time: 1728.05 ms [2022-04-18 21:33:08 main:574] : INFO : Epoch 1732 | loss: 0.0312088 | val_loss: 0.0312109 | Time: 1729.31 ms [2022-04-18 21:33:09 main:574] : INFO : Epoch 1733 | loss: 0.0312086 | val_loss: 0.0312104 | Time: 1725.74 ms [2022-04-18 21:33:11 main:574] : INFO : Epoch 1734 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 1757.57 ms [2022-04-18 21:33:13 main:574] : INFO : Epoch 1735 | loss: 0.0312083 | val_loss: 0.031211 | Time: 1828.04 ms [2022-04-18 21:33:15 main:574] : INFO : Epoch 1736 | loss: 0.0312091 | val_loss: 0.0312101 | Time: 1784.34 ms [2022-04-18 21:33:16 main:574] : INFO : Epoch 1737 | loss: 0.0312088 | val_loss: 0.0312107 | Time: 1720.09 ms [2022-04-18 21:33:18 main:574] : INFO : Epoch 1738 | loss: 0.0312083 | val_loss: 0.0312103 | Time: 1783.85 ms [2022-04-18 21:33:20 main:574] : INFO : Epoch 1739 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 1916.27 ms [2022-04-18 21:33:22 main:574] : INFO : Epoch 1740 | loss: 0.0312079 | val_loss: 0.0312097 | Time: 2009.2 ms [2022-04-18 21:33:24 main:574] : INFO : Epoch 1741 | loss: 0.0312079 | val_loss: 0.0312102 | Time: 1972.65 ms [2022-04-18 21:33:26 main:574] : INFO : Epoch 1742 | loss: 0.0312092 | val_loss: 0.0312106 | Time: 1743.21 ms [2022-04-18 21:33:28 main:574] : INFO : Epoch 1743 | loss: 0.031209 | val_loss: 0.0312125 | Time: 1754.15 ms [2022-04-18 21:33:29 main:574] : INFO : Epoch 1744 | loss: 0.0312103 | val_loss: 0.0312127 | Time: 1793.46 ms [2022-04-18 21:33:31 main:574] : INFO : Epoch 1745 | loss: 0.0312088 | val_loss: 0.0312103 | Time: 1714.45 ms [2022-04-18 21:33:33 main:574] : INFO : Epoch 1746 | loss: 0.031208 | val_loss: 0.0312135 | Time: 1708.93 ms [2022-04-18 21:33:35 main:574] : INFO : Epoch 1747 | loss: 0.0312097 | val_loss: 0.0312106 | Time: 1701.13 ms [2022-04-18 21:33:36 main:574] : INFO : Epoch 1748 | loss: 0.0312081 | val_loss: 0.0312118 | Time: 1693.56 ms [2022-04-18 21:33:38 main:574] : INFO : Epoch 1749 | loss: 0.0312079 | val_loss: 0.03121 | Time: 1950.81 ms [2022-04-18 21:33:40 main:574] : INFO : Epoch 1750 | loss: 0.0312076 | val_loss: 0.0312097 | Time: 1836.36 ms [2022-04-18 21:33:42 main:574] : INFO : Epoch 1751 | loss: 0.031208 | val_loss: 0.0312117 | Time: 1847.16 ms [2022-04-18 21:33:44 main:574] : INFO : Epoch 1752 | loss: 0.0312086 | val_loss: 0.0312106 | Time: 1719.37 ms [2022-04-18 21:33:45 main:574] : INFO : Epoch 1753 | loss: 0.0312078 | val_loss: 0.0312106 | Time: 1713.6 ms [2022-04-18 21:33:47 main:574] : INFO : Epoch 1754 | loss: 0.0312082 | val_loss: 0.0312103 | Time: 1709.84 ms [2022-04-18 21:33:49 main:574] : INFO : Epoch 1755 | loss: 0.0312116 | val_loss: 0.0312154 | Time: 1702.36 ms [2022-04-18 21:33:51 main:574] : INFO : Epoch 1756 | loss: 0.0312116 | val_loss: 0.031213 | Time: 1709.18 ms [2022-04-18 21:33:52 main:574] : INFO : Epoch 1757 | loss: 0.0312102 | val_loss: 0.03121 | Time: 1716.16 ms [2022-04-18 21:33:54 main:574] : INFO : Epoch 1758 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 1724.63 ms [2022-04-18 21:33:56 main:574] : INFO : Epoch 1759 | loss: 0.0312078 | val_loss: 0.0312115 | Time: 1751.03 ms [2022-04-18 21:33:58 main:574] : INFO : Epoch 1760 | loss: 0.031208 | val_loss: 0.0312123 | Time: 1735.89 ms [2022-04-18 21:33:59 main:574] : INFO : Epoch 1761 | loss: 0.0312081 | val_loss: 0.0312103 | Time: 1735.39 ms [2022-04-18 21:34:01 main:574] : INFO : Epoch 1762 | loss: 0.0312081 | val_loss: 0.0312104 | Time: 1718.29 ms [2022-04-18 21:34:03 main:574] : INFO : Epoch 1763 | loss: 0.0312081 | val_loss: 0.0312113 | Time: 1710.19 ms [2022-04-18 21:34:05 main:574] : INFO : Epoch 1764 | loss: 0.0312074 | val_loss: 0.0312094 | Time: 1754.55 ms [2022-04-18 21:34:06 main:574] : INFO : Epoch 1765 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 1764.79 ms [2022-04-18 21:34:08 main:574] : INFO : Epoch 1766 | loss: 0.0312082 | val_loss: 0.031213 | Time: 1737.43 ms [2022-04-18 21:34:10 main:574] : INFO : Epoch 1767 | loss: 0.0312076 | val_loss: 0.0312103 | Time: 1715.71 ms [2022-04-18 21:34:12 main:574] : INFO : Epoch 1768 | loss: 0.0312074 | val_loss: 0.0312103 | Time: 1745.73 ms [2022-04-18 21:34:13 main:574] : INFO : Epoch 1769 | loss: 0.0312067 | val_loss: 0.0312094 | Time: 1742.76 ms [2022-04-18 21:34:15 main:574] : INFO : Epoch 1770 | loss: 0.0312096 | val_loss: 0.0312159 | Time: 1756.69 ms [2022-04-18 21:34:17 main:574] : INFO : Epoch 1771 | loss: 0.0312096 | val_loss: 0.0312106 | Time: 1766.28 ms [2022-04-18 21:34:19 main:574] : INFO : Epoch 1772 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 1763.33 ms [2022-04-18 21:34:20 main:574] : INFO : Epoch 1773 | loss: 0.0312068 | val_loss: 0.0312107 | Time: 1756.09 ms [2022-04-18 21:34:22 main:574] : INFO : Epoch 1774 | loss: 0.031207 | val_loss: 0.0312104 | Time: 1736.87 ms [2022-04-18 21:34:24 main:574] : INFO : Epoch 1775 | loss: 0.0312091 | val_loss: 0.0312115 | Time: 1713.7 ms [2022-04-18 21:34:26 main:574] : INFO : Epoch 1776 | loss: 0.0312078 | val_loss: 0.0312102 | Time: 1774.34 ms [2022-04-18 21:34:27 main:574] : INFO : Epoch 1777 | loss: 0.0312078 | val_loss: 0.0312097 | Time: 1688.42 ms [2022-04-18 21:34:29 main:574] : INFO : Epoch 1778 | loss: 0.0312065 | val_loss: 0.0312093 | Time: 1739.1 ms [2022-04-18 21:34:31 main:574] : INFO : Epoch 1779 | loss: 0.0312063 | val_loss: 0.0312096 | Time: 1718.09 ms [2022-04-18 21:34:33 main:574] : INFO : Epoch 1780 | loss: 0.0312077 | val_loss: 0.0312137 | Time: 1748.37 ms [2022-04-18 21:34:34 main:574] : INFO : Epoch 1781 | loss: 0.0312099 | val_loss: 0.0312128 | Time: 1690.81 ms [2022-04-18 21:34:36 main:574] : INFO : Epoch 1782 | loss: 0.0312088 | val_loss: 0.0312093 | Time: 1798.16 ms [2022-04-18 21:34:38 main:574] : INFO : Epoch 1783 | loss: 0.0312072 | val_loss: 0.0312104 | Time: 2014.31 ms [2022-04-18 21:34:40 main:574] : INFO : Epoch 1784 | loss: 0.0312071 | val_loss: 0.0312111 | Time: 1739.57 ms [2022-04-18 21:34:42 main:574] : INFO : Epoch 1785 | loss: 0.0312071 | val_loss: 0.0312117 | Time: 1850.31 ms [2022-04-18 21:34:43 main:574] : INFO : Epoch 1786 | loss: 0.0312091 | val_loss: 0.0312099 | Time: 1739.86 ms [2022-04-18 21:34:45 main:574] : INFO : Epoch 1787 | loss: 0.0312072 | val_loss: 0.03121 | Time: 1897.63 ms [2022-04-18 21:34:47 main:574] : INFO : Epoch 1788 | loss: 0.0312074 | val_loss: 0.0312126 | Time: 2049.45 ms [2022-04-18 21:34:49 main:574] : INFO : Epoch 1789 | loss: 0.0312076 | val_loss: 0.0312098 | Time: 1840.21 ms [2022-04-18 21:34:51 main:574] : INFO : Epoch 1790 | loss: 0.0312073 | val_loss: 0.0312095 | Time: 1838.12 ms [2022-04-18 21:34:53 main:574] : INFO : Epoch 1791 | loss: 0.0312064 | val_loss: 0.0312085 | Time: 1845.99 ms [2022-04-18 21:34:55 main:574] : INFO : Epoch 1792 | loss: 0.0312064 | val_loss: 0.0312101 | Time: 1842.77 ms [2022-04-18 21:34:57 main:574] : INFO : Epoch 1793 | loss: 0.0312073 | val_loss: 0.0312089 | Time: 1831.56 ms [2022-04-18 21:34:58 main:574] : INFO : Epoch 1794 | loss: 0.031208 | val_loss: 0.0312104 | Time: 1833.36 ms [2022-04-18 21:35:00 main:574] : INFO : Epoch 1795 | loss: 0.0312088 | val_loss: 0.031215 | Time: 1860.59 ms [2022-04-18 21:35:02 main:574] : INFO : Epoch 1796 | loss: 0.0312123 | val_loss: 0.0312159 | Time: 1841.5 ms [2022-04-18 21:35:04 main:574] : INFO : Epoch 1797 | loss: 0.0312115 | val_loss: 0.0312099 | Time: 1793.16 ms [2022-04-18 21:35:06 main:574] : INFO : Epoch 1798 | loss: 0.0312082 | val_loss: 0.0312101 | Time: 1804.3 ms [2022-04-18 21:35:08 main:574] : INFO : Epoch 1799 | loss: 0.031207 | val_loss: 0.0312095 | Time: 1788.77 ms [2022-04-18 21:35:09 main:574] : INFO : Epoch 1800 | loss: 0.0312065 | val_loss: 0.0312112 | Time: 1803.09 ms [2022-04-18 21:35:11 main:574] : INFO : Epoch 1801 | loss: 0.0312067 | val_loss: 0.0312095 | Time: 1802.76 ms [2022-04-18 21:35:13 main:574] : INFO : Epoch 1802 | loss: 0.031207 | val_loss: 0.0312085 | Time: 1866.7 ms [2022-04-18 21:35:15 main:574] : INFO : Epoch 1803 | loss: 0.0312057 | val_loss: 0.0312095 | Time: 1791.58 ms [2022-04-18 21:35:17 main:574] : INFO : Epoch 1804 | loss: 0.0312055 | val_loss: 0.0312086 | Time: 1799.2 ms [2022-04-18 21:35:18 main:574] : INFO : Epoch 1805 | loss: 0.0312063 | val_loss: 0.031211 | Time: 1798.11 ms [2022-04-18 21:35:20 main:574] : INFO : Epoch 1806 | loss: 0.0312058 | val_loss: 0.0312088 | Time: 1784.5 ms [2022-04-18 21:35:22 main:574] : INFO : Epoch 1807 | loss: 0.0312051 | val_loss: 0.0312082 | Time: 1753.11 ms [2022-04-18 21:35:24 main:574] : INFO : Epoch 1808 | loss: 0.0312051 | val_loss: 0.0312101 | Time: 1772.06 ms [2022-04-18 21:35:26 main:574] : INFO : Epoch 1809 | loss: 0.0312057 | val_loss: 0.0312095 | Time: 1771.77 ms [2022-04-18 21:35:27 main:574] : INFO : Epoch 1810 | loss: 0.0312061 | val_loss: 0.0312089 | Time: 1806.63 ms [2022-04-18 21:35:29 main:574] : INFO : Epoch 1811 | loss: 0.0312056 | val_loss: 0.0312073 | Time: 1720.02 ms [2022-04-18 21:35:31 main:574] : INFO : Epoch 1812 | loss: 0.0312047 | val_loss: 0.0312085 | Time: 1730.71 ms [2022-04-18 21:35:33 main:574] : INFO : Epoch 1813 | loss: 0.0312046 | val_loss: 0.0312076 | Time: 1721.97 ms [2022-04-18 21:35:34 main:574] : INFO : Epoch 1814 | loss: 0.0312062 | val_loss: 0.0312092 | Time: 1744.01 ms [2022-04-18 21:35:36 main:574] : INFO : Epoch 1815 | loss: 0.0312051 | val_loss: 0.031209 | Time: 1732.75 ms [2022-04-18 21:35:38 main:574] : INFO : Epoch 1816 | loss: 0.0312049 | val_loss: 0.0312086 | Time: 1743.64 ms [2022-04-18 21:35:40 main:574] : INFO : Epoch 1817 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 1736.54 ms [2022-04-18 21:35:41 main:574] : INFO : Epoch 1818 | loss: 0.0312059 | val_loss: 0.0312075 | Time: 1751.3 ms [2022-04-18 21:35:43 main:574] : INFO : Epoch 1819 | loss: 0.0312045 | val_loss: 0.0312104 | Time: 1736 ms [2022-04-18 21:35:45 main:574] : INFO : Epoch 1820 | loss: 0.0312045 | val_loss: 0.0312072 | Time: 1732.18 ms [2022-04-18 21:35:47 main:574] : INFO : Epoch 1821 | loss: 0.0312053 | val_loss: 0.0312118 | Time: 1738.26 ms [2022-04-18 21:35:48 main:574] : INFO : Epoch 1822 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 1719.25 ms [2022-04-18 21:35:50 main:574] : INFO : Epoch 1823 | loss: 0.0312065 | val_loss: 0.0312094 | Time: 1741.96 ms [2022-04-18 21:35:52 main:574] : INFO : Epoch 1824 | loss: 0.0312066 | val_loss: 0.0312092 | Time: 1721.52 ms [2022-04-18 21:35:54 main:574] : INFO : Epoch 1825 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 1756.4 ms [2022-04-18 21:35:55 main:574] : INFO : Epoch 1826 | loss: 0.0312076 | val_loss: 0.0312089 | Time: 1746.08 ms [2022-04-18 21:35:57 main:574] : INFO : Epoch 1827 | loss: 0.0312053 | val_loss: 0.031206 | Time: 1784.88 ms [2022-04-18 21:35:59 main:574] : INFO : Epoch 1828 | loss: 0.0312048 | val_loss: 0.0312056 | Time: 1741.61 ms [2022-04-18 21:36:01 main:574] : INFO : Epoch 1829 | loss: 0.0312049 | val_loss: 0.0312058 | Time: 1749.42 ms [2022-04-18 21:36:02 main:574] : INFO : Epoch 1830 | loss: 0.0312046 | val_loss: 0.0312055 | Time: 1754.78 ms [2022-04-18 21:36:04 main:574] : INFO : Epoch 1831 | loss: 0.031204 | val_loss: 0.0312065 | Time: 1752.57 ms [2022-04-18 21:36:06 main:574] : INFO : Epoch 1832 | loss: 0.0312074 | val_loss: 0.0312094 | Time: 1727.62 ms [2022-04-18 21:36:08 main:574] : INFO : Epoch 1833 | loss: 0.0312046 | val_loss: 0.0312055 | Time: 1722.71 ms [2022-04-18 21:36:09 main:574] : INFO : Epoch 1834 | loss: 0.0312038 | val_loss: 0.0312048 | Time: 1730.27 ms [2022-04-18 21:36:11 main:574] : INFO : Epoch 1835 | loss: 0.0312043 | val_loss: 0.0312108 | Time: 1741.15 ms [2022-04-18 21:36:13 main:574] : INFO : Epoch 1836 | loss: 0.031205 | val_loss: 0.0312047 | Time: 1729.37 ms [2022-04-18 21:36:15 main:574] : INFO : Epoch 1837 | loss: 0.031205 | val_loss: 0.0312079 | Time: 1760.13 ms [2022-04-18 21:36:16 main:574] : INFO : Epoch 1838 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 1758.77 ms [2022-04-18 21:36:18 main:574] : INFO : Epoch 1839 | loss: 0.0312034 | val_loss: 0.0312097 | Time: 1875.89 ms [2022-04-18 21:36:20 main:574] : INFO : Epoch 1840 | loss: 0.0312052 | val_loss: 0.0312047 | Time: 1788.93 ms [2022-04-18 21:36:22 main:574] : INFO : Epoch 1841 | loss: 0.0312061 | val_loss: 0.0312152 | Time: 1812.62 ms [2022-04-18 21:36:24 main:574] : INFO : Epoch 1842 | loss: 0.0312072 | val_loss: 0.0312055 | Time: 1868.58 ms [2022-04-18 21:36:25 main:574] : INFO : Epoch 1843 | loss: 0.0312041 | val_loss: 0.031205 | Time: 1752.38 ms [2022-04-18 21:36:27 main:574] : INFO : Epoch 1844 | loss: 0.031203 | val_loss: 0.0312041 | Time: 1775.74 ms [2022-04-18 21:36:29 main:574] : INFO : Epoch 1845 | loss: 0.0312028 | val_loss: 0.0312046 | Time: 1941.53 ms [2022-04-18 21:36:31 main:574] : INFO : Epoch 1846 | loss: 0.0312027 | val_loss: 0.0312058 | Time: 1772.05 ms [2022-04-18 21:36:33 main:574] : INFO : Epoch 1847 | loss: 0.0312036 | val_loss: 0.0312037 | Time: 1761.53 ms [2022-04-18 21:36:35 main:574] : INFO : Epoch 1848 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 1858.7 ms [2022-04-18 21:36:36 main:574] : INFO : Epoch 1849 | loss: 0.0312038 | val_loss: 0.0312048 | Time: 1777.33 ms [2022-04-18 21:36:38 main:574] : INFO : Epoch 1850 | loss: 0.031202 | val_loss: 0.0312057 | Time: 1851.2 ms [2022-04-18 21:36:40 main:574] : INFO : Epoch 1851 | loss: 0.0312041 | val_loss: 0.0312044 | Time: 1846.82 ms [2022-04-18 21:36:42 main:574] : INFO : Epoch 1852 | loss: 0.0312039 | val_loss: 0.0312056 | Time: 1764.91 ms [2022-04-18 21:36:44 main:574] : INFO : Epoch 1853 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 1795.2 ms [2022-04-18 21:36:45 main:574] : INFO : Epoch 1854 | loss: 0.0312032 | val_loss: 0.0312037 | Time: 1735.63 ms [2022-04-18 21:36:47 main:574] : INFO : Epoch 1855 | loss: 0.0312026 | val_loss: 0.0312056 | Time: 1837.07 ms [2022-04-18 21:36:49 main:574] : INFO : Epoch 1856 | loss: 0.0312039 | val_loss: 0.0312062 | Time: 1920.89 ms [2022-04-18 21:36:51 main:574] : INFO : Epoch 1857 | loss: 0.0312021 | val_loss: 0.031204 | Time: 1755.18 ms [2022-04-18 21:36:53 main:574] : INFO : Epoch 1858 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 1940.25 ms [2022-04-18 21:36:55 main:574] : INFO : Epoch 1859 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 1726.41 ms [2022-04-18 21:36:56 main:574] : INFO : Epoch 1860 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 1745.39 ms [2022-04-18 21:36:58 main:574] : INFO : Epoch 1861 | loss: 0.0312014 | val_loss: 0.0312041 | Time: 1809.03 ms [2022-04-18 21:37:00 main:574] : INFO : Epoch 1862 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 1754.25 ms [2022-04-18 21:37:02 main:574] : INFO : Epoch 1863 | loss: 0.0312015 | val_loss: 0.0312039 | Time: 1827.69 ms [2022-04-18 21:37:04 main:574] : INFO : Epoch 1864 | loss: 0.0312015 | val_loss: 0.0312043 | Time: 1945.6 ms [2022-04-18 21:37:06 main:574] : INFO : Epoch 1865 | loss: 0.0312012 | val_loss: 0.0312031 | Time: 1981.44 ms [2022-04-18 21:37:08 main:574] : INFO : Epoch 1866 | loss: 0.0312018 | val_loss: 0.0312032 | Time: 2064.87 ms [2022-04-18 21:37:10 main:574] : INFO : Epoch 1867 | loss: 0.0312005 | val_loss: 0.0312049 | Time: 1866.26 ms [2022-04-18 21:37:12 main:574] : INFO : Epoch 1868 | loss: 0.0312011 | val_loss: 0.0312033 | Time: 1821.42 ms [2022-04-18 21:37:13 main:574] : INFO : Epoch 1869 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 1870.86 ms [2022-04-18 21:37:16 main:574] : INFO : Epoch 1870 | loss: 0.031201 | val_loss: 0.0312038 | Time: 2065.49 ms [2022-04-18 21:37:17 main:574] : INFO : Epoch 1871 | loss: 0.0312016 | val_loss: 0.0312057 | Time: 1848.55 ms [2022-04-18 21:37:19 main:574] : INFO : Epoch 1872 | loss: 0.031201 | val_loss: 0.0312049 | Time: 1947.77 ms [2022-04-18 21:37:21 main:574] : INFO : Epoch 1873 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 1966.01 ms [2022-04-18 21:37:23 main:574] : INFO : Epoch 1874 | loss: 0.0312006 | val_loss: 0.0312068 | Time: 1825.16 ms [2022-04-18 21:37:25 main:574] : INFO : Epoch 1875 | loss: 0.0312013 | val_loss: 0.0312043 | Time: 1853.51 ms [2022-04-18 21:37:27 main:574] : INFO : Epoch 1876 | loss: 0.0312007 | val_loss: 0.0312038 | Time: 1799.57 ms [2022-04-18 21:37:29 main:574] : INFO : Epoch 1877 | loss: 0.0312013 | val_loss: 0.0312086 | Time: 1947.55 ms [2022-04-18 21:37:31 main:574] : INFO : Epoch 1878 | loss: 0.0312003 | val_loss: 0.0312027 | Time: 1734.75 ms [2022-04-18 21:37:32 main:574] : INFO : Epoch 1879 | loss: 0.0312013 | val_loss: 0.0312087 | Time: 1722.02 ms [2022-04-18 21:37:34 main:574] : INFO : Epoch 1880 | loss: 0.0312035 | val_loss: 0.0312048 | Time: 1733.31 ms [2022-04-18 21:37:36 main:574] : INFO : Epoch 1881 | loss: 0.0312031 | val_loss: 0.0312082 | Time: 1771.02 ms [2022-04-18 21:37:38 main:574] : INFO : Epoch 1882 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 1736.77 ms [2022-04-18 21:37:39 main:574] : INFO : Epoch 1883 | loss: 0.0312017 | val_loss: 0.0312048 | Time: 1797.2 ms [2022-04-18 21:37:41 main:574] : INFO : Epoch 1884 | loss: 0.0312017 | val_loss: 0.0312046 | Time: 1781.26 ms [2022-04-18 21:37:43 main:574] : INFO : Epoch 1885 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 1831.58 ms [2022-04-18 21:37:45 main:574] : INFO : Epoch 1886 | loss: 0.0312003 | val_loss: 0.0312039 | Time: 1738.23 ms [2022-04-18 21:37:47 main:574] : INFO : Epoch 1887 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 1776.3 ms [2022-04-18 21:37:48 main:574] : INFO : Epoch 1888 | loss: 0.0312018 | val_loss: 0.0312039 | Time: 1745.67 ms [2022-04-18 21:37:50 main:574] : INFO : Epoch 1889 | loss: 0.0312012 | val_loss: 0.0312044 | Time: 1748.89 ms [2022-04-18 21:37:52 main:574] : INFO : Epoch 1890 | loss: 0.0312003 | val_loss: 0.0312025 | Time: 1899.11 ms [2022-04-18 21:37:54 main:574] : INFO : Epoch 1891 | loss: 0.0312 | val_loss: 0.0312047 | Time: 1852.77 ms [2022-04-18 21:37:56 main:574] : INFO : Epoch 1892 | loss: 0.0312023 | val_loss: 0.0312067 | Time: 1727.99 ms [2022-04-18 21:37:57 main:574] : INFO : Epoch 1893 | loss: 0.0312019 | val_loss: 0.0312027 | Time: 1920.15 ms [2022-04-18 21:37:59 main:574] : INFO : Epoch 1894 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 1816.7 ms [2022-04-18 21:38:01 main:574] : INFO : Epoch 1895 | loss: 0.0312006 | val_loss: 0.0312034 | Time: 1757.74 ms [2022-04-18 21:38:03 main:574] : INFO : Epoch 1896 | loss: 0.0312028 | val_loss: 0.0312093 | Time: 1730.06 ms [2022-04-18 21:38:05 main:574] : INFO : Epoch 1897 | loss: 0.0312009 | val_loss: 0.031205 | Time: 1832.5 ms [2022-04-18 21:38:06 main:574] : INFO : Epoch 1898 | loss: 0.0312001 | val_loss: 0.0312026 | Time: 1822.94 ms [2022-04-18 21:38:08 main:574] : INFO : Epoch 1899 | loss: 0.0311994 | val_loss: 0.0312023 | Time: 1919.95 ms [2022-04-18 21:38:10 main:574] : INFO : Epoch 1900 | loss: 0.031199 | val_loss: 0.0312024 | Time: 1852.45 ms [2022-04-18 21:38:12 main:574] : INFO : Epoch 1901 | loss: 0.0312011 | val_loss: 0.0312077 | Time: 1782.78 ms [2022-04-18 21:38:14 main:574] : INFO : Epoch 1902 | loss: 0.0312017 | val_loss: 0.0312035 | Time: 1744.1 ms [2022-04-18 21:38:16 main:574] : INFO : Epoch 1903 | loss: 0.0312 | val_loss: 0.0312026 | Time: 1833.72 ms [2022-04-18 21:38:18 main:574] : INFO : Epoch 1904 | loss: 0.0311997 | val_loss: 0.0312023 | Time: 1885.6 ms [2022-04-18 21:38:19 main:574] : INFO : Epoch 1905 | loss: 0.031199 | val_loss: 0.031203 | Time: 1789.58 ms [2022-04-18 21:38:21 main:574] : INFO : Epoch 1906 | loss: 0.0311996 | val_loss: 0.0312033 | Time: 1839.01 ms [2022-04-18 21:38:23 main:574] : INFO : Epoch 1907 | loss: 0.0311991 | val_loss: 0.0312046 | Time: 1840.22 ms [2022-04-18 21:38:25 main:574] : INFO : Epoch 1908 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 1813.67 ms [2022-04-18 21:38:27 main:574] : INFO : Epoch 1909 | loss: 0.0312001 | val_loss: 0.0312038 | Time: 1816.65 ms [2022-04-18 21:38:28 main:574] : INFO : Epoch 1910 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 1820.89 ms [2022-04-18 21:38:30 main:574] : INFO : Epoch 1911 | loss: 0.0311986 | val_loss: 0.0312021 | Time: 1813.61 ms [2022-04-18 21:38:32 main:574] : INFO : Epoch 1912 | loss: 0.0311994 | val_loss: 0.0312024 | Time: 1803.31 ms [2022-04-18 21:38:34 main:574] : INFO : Epoch 1913 | loss: 0.0311985 | val_loss: 0.0312033 | Time: 1810.54 ms [2022-04-18 21:38:36 main:574] : INFO : Epoch 1914 | loss: 0.0311988 | val_loss: 0.0312044 | Time: 1819.75 ms [2022-04-18 21:38:38 main:574] : INFO : Epoch 1915 | loss: 0.0311993 | val_loss: 0.0312022 | Time: 1817.7 ms [2022-04-18 21:38:39 main:574] : INFO : Epoch 1916 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 1851.15 ms [2022-04-18 21:38:42 main:574] : INFO : Epoch 1917 | loss: 0.0311986 | val_loss: 0.0312021 | Time: 2144.24 ms [2022-04-18 21:38:44 main:574] : INFO : Epoch 1918 | loss: 0.0311992 | val_loss: 0.031203 | Time: 2070.68 ms [2022-04-18 21:38:46 main:574] : INFO : Epoch 1919 | loss: 0.0311995 | val_loss: 0.0312029 | Time: 2099.49 ms [2022-04-18 21:38:48 main:574] : INFO : Epoch 1920 | loss: 0.0311991 | val_loss: 0.031203 | Time: 1992.56 ms [2022-04-18 21:38:50 main:574] : INFO : Epoch 1921 | loss: 0.0311997 | val_loss: 0.0312026 | Time: 1994.65 ms [2022-04-18 21:38:52 main:574] : INFO : Epoch 1922 | loss: 0.0312 | val_loss: 0.0312051 | Time: 2053.25 ms [2022-04-18 21:38:54 main:574] : INFO : Epoch 1923 | loss: 0.0312002 | val_loss: 0.0312081 | Time: 1921.82 ms [2022-04-18 21:38:56 main:574] : INFO : Epoch 1924 | loss: 0.0312005 | val_loss: 0.0312033 | Time: 2035.28 ms [2022-04-18 21:38:58 main:574] : INFO : Epoch 1925 | loss: 0.0311996 | val_loss: 0.0312028 | Time: 2069.33 ms [2022-04-18 21:39:00 main:574] : INFO : Epoch 1926 | loss: 0.0311988 | val_loss: 0.0312028 | Time: 2056.78 ms [2022-04-18 21:39:02 main:574] : INFO : Epoch 1927 | loss: 0.0311992 | val_loss: 0.0312036 | Time: 2031.18 ms [2022-04-18 21:39:04 main:574] : INFO : Epoch 1928 | loss: 0.0311988 | val_loss: 0.0312029 | Time: 2027.92 ms [2022-04-18 21:39:06 main:574] : INFO : Epoch 1929 | loss: 0.0311986 | val_loss: 0.0312022 | Time: 1997.91 ms [2022-04-18 21:39:08 main:574] : INFO : Epoch 1930 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 2042.94 ms [2022-04-18 21:39:10 main:574] : INFO : Epoch 1931 | loss: 0.0312019 | val_loss: 0.0312028 | Time: 2108.65 ms [2022-04-18 21:39:12 main:574] : INFO : Epoch 1932 | loss: 0.0312002 | val_loss: 0.0312067 | Time: 2017.43 ms [2022-04-18 21:39:14 main:574] : INFO : Epoch 1933 | loss: 0.0312 | val_loss: 0.031204 | Time: 2035.65 ms [2022-04-18 21:39:16 main:574] : INFO : Epoch 1934 | loss: 0.0311985 | val_loss: 0.0312026 | Time: 2056.14 ms [2022-04-18 21:39:18 main:574] : INFO : Epoch 1935 | loss: 0.0311987 | val_loss: 0.0312018 | Time: 1978.3 ms [2022-04-18 21:39:20 main:574] : INFO : Epoch 1936 | loss: 0.031199 | val_loss: 0.0312031 | Time: 2015.78 ms [2022-04-18 21:39:22 main:574] : INFO : Epoch 1937 | loss: 0.0312003 | val_loss: 0.0312019 | Time: 2054.87 ms [2022-04-18 21:39:24 main:574] : INFO : Epoch 1938 | loss: 0.0311991 | val_loss: 0.0312031 | Time: 2028.73 ms [2022-04-18 21:39:26 main:574] : INFO : Epoch 1939 | loss: 0.0312027 | val_loss: 0.0312032 | Time: 1978.49 ms [2022-04-18 21:39:31 main:574] : INFO : Epoch 1940 | loss: 0.0312014 | val_loss: 0.0312011 | Time: 4570.29 ms [2022-04-18 21:39:46 main:574] : INFO : Epoch 1941 | loss: 0.0311981 | val_loss: 0.0312025 | Time: 14811.7 ms [2022-04-18 21:40:00 main:574] : INFO : Epoch 1942 | loss: 0.0311995 | val_loss: 0.0312043 | Time: 14147.6 ms [2022-04-18 21:40:31 main:574] : INFO : Epoch 1943 | loss: 0.0312002 | val_loss: 0.031207 | Time: 30383 ms [2022-04-18 21:40:55 main:574] : INFO : Epoch 1944 | loss: 0.0312006 | val_loss: 0.0312046 | Time: 22640.3 ms [2022-04-18 21:41:23 main:574] : INFO : Epoch 1945 | loss: 0.0312004 | val_loss: 0.0312046 | Time: 27730.3 ms [2022-04-18 21:41:50 main:574] : INFO : Epoch 1946 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 26388.5 ms [2022-04-18 21:42:13 main:574] : INFO : Epoch 1947 | loss: 0.0311995 | val_loss: 0.0312067 | Time: 21526.5 ms [2022-04-18 21:42:54 main:574] : INFO : Epoch 1948 | loss: 0.0311996 | val_loss: 0.0312035 | Time: 39887.8 ms [2022-04-18 21:43:32 main:574] : INFO : Epoch 1949 | loss: 0.0311983 | val_loss: 0.0312023 | Time: 35874.5 ms [2022-04-18 21:43:54 main:574] : INFO : Epoch 1950 | loss: 0.0311991 | val_loss: 0.0312029 | Time: 22220.1 ms [2022-04-18 21:44:06 main:574] : INFO : Epoch 1951 | loss: 0.0312001 | val_loss: 0.0312077 | Time: 12040.6 ms [2022-04-18 21:44:29 main:574] : INFO : Epoch 1952 | loss: 0.0311991 | val_loss: 0.0312023 | Time: 20978 ms [2022-04-18 21:44:54 main:574] : INFO : Epoch 1953 | loss: 0.0311986 | val_loss: 0.0312017 | Time: 21595.1 ms [2022-04-18 21:45:29 main:574] : INFO : Epoch 1954 | loss: 0.0311984 | val_loss: 0.0312016 | Time: 32939.5 ms [2022-04-18 21:45:51 main:574] : INFO : Epoch 1955 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 19605.2 ms [2022-04-18 21:46:08 main:574] : INFO : Epoch 1956 | loss: 0.0311981 | val_loss: 0.031202 | Time: 15035.9 ms [2022-04-18 21:46:38 main:574] : INFO : Epoch 1957 | loss: 0.0311987 | val_loss: 0.0312027 | Time: 28060.9 ms [2022-04-18 21:46:49 main:574] : INFO : Epoch 1958 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 10572.1 ms [2022-04-18 21:47:08 main:574] : INFO : Epoch 1959 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 18574.8 ms [2022-04-18 21:47:26 main:574] : INFO : Epoch 1960 | loss: 0.0311997 | val_loss: 0.0312032 | Time: 16834.5 ms [2022-04-18 21:47:45 main:574] : INFO : Epoch 1961 | loss: 0.0312003 | val_loss: 0.0312035 | Time: 17862.9 ms [2022-04-18 21:48:02 main:574] : INFO : Epoch 1962 | loss: 0.0312037 | val_loss: 0.0312045 | Time: 16163.9 ms [2022-04-18 21:48:13 main:574] : INFO : Epoch 1963 | loss: 0.0311986 | val_loss: 0.0312022 | Time: 10147.4 ms [2022-04-18 21:48:27 main:574] : INFO : Epoch 1964 | loss: 0.0311976 | val_loss: 0.0312035 | Time: 13623.8 ms [2022-04-18 21:48:42 main:574] : INFO : Epoch 1965 | loss: 0.0311979 | val_loss: 0.0312015 | Time: 14599.6 ms [2022-04-18 21:48:50 main:574] : INFO : Epoch 1966 | loss: 0.0311981 | val_loss: 0.0312019 | Time: 7431.2 ms [2022-04-18 21:49:08 main:574] : INFO : Epoch 1967 | loss: 0.0311988 | val_loss: 0.031206 | Time: 17947.5 ms [2022-04-18 21:49:43 main:574] : INFO : Epoch 1968 | loss: 0.0311994 | val_loss: 0.0312018 | Time: 34905.8 ms [2022-04-18 21:50:00 main:574] : INFO : Epoch 1969 | loss: 0.0311995 | val_loss: 0.031203 | Time: 14422.3 ms [2022-04-18 21:50:13 main:574] : INFO : Epoch 1970 | loss: 0.0312003 | val_loss: 0.0312107 | Time: 12912 ms [2022-04-18 21:50:28 main:574] : INFO : Epoch 1971 | loss: 0.0312002 | val_loss: 0.0312032 | Time: 14810.6 ms [2022-04-18 21:50:58 main:574] : INFO : Epoch 1972 | loss: 0.0311982 | val_loss: 0.0312026 | Time: 28361.6 ms [2022-04-18 21:51:10 main:574] : INFO : Epoch 1973 | loss: 0.0311977 | val_loss: 0.0312027 | Time: 11827.8 ms [2022-04-18 21:51:21 main:574] : INFO : Epoch 1974 | loss: 0.0311969 | val_loss: 0.0312032 | Time: 10560.2 ms [2022-04-18 21:51:31 main:574] : INFO : Epoch 1975 | loss: 0.0311973 | val_loss: 0.0312012 | Time: 10363.2 ms [2022-04-18 21:51:42 main:574] : INFO : Epoch 1976 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 10821.4 ms [2022-04-18 21:51:53 main:574] : INFO : Epoch 1977 | loss: 0.0311967 | val_loss: 0.0312019 | Time: 10615.6 ms [2022-04-18 21:52:07 main:574] : INFO : Epoch 1978 | loss: 0.0311981 | val_loss: 0.031202 | Time: 13460.2 ms [2022-04-18 21:52:19 main:574] : INFO : Epoch 1979 | loss: 0.0311979 | val_loss: 0.0312015 | Time: 12137.7 ms [2022-04-18 21:52:35 main:574] : INFO : Epoch 1980 | loss: 0.0311983 | val_loss: 0.0312021 | Time: 14161.6 ms [2022-04-18 21:52:44 main:574] : INFO : Epoch 1981 | loss: 0.0312023 | val_loss: 0.0312068 | Time: 8774.29 ms [2022-04-18 21:52:58 main:574] : INFO : Epoch 1982 | loss: 0.0311987 | val_loss: 0.0312037 | Time: 14100.8 ms [2022-04-18 21:53:10 main:574] : INFO : Epoch 1983 | loss: 0.0311989 | val_loss: 0.0312025 | Time: 11413.6 ms [2022-04-18 21:53:25 main:574] : INFO : Epoch 1984 | loss: 0.0312007 | val_loss: 0.0312108 | Time: 13739.1 ms [2022-04-18 21:53:35 main:574] : INFO : Epoch 1985 | loss: 0.0311992 | val_loss: 0.0312015 | Time: 9861.09 ms [2022-04-18 21:53:45 main:574] : INFO : Epoch 1986 | loss: 0.0311972 | val_loss: 0.0312013 | Time: 10541.8 ms [2022-04-18 21:53:56 main:574] : INFO : Epoch 1987 | loss: 0.0311973 | val_loss: 0.0312017 | Time: 10134.1 ms [2022-04-18 21:54:09 main:574] : INFO : Epoch 1988 | loss: 0.0311978 | val_loss: 0.0312037 | Time: 12851.8 ms [2022-04-18 21:54:20 main:574] : INFO : Epoch 1989 | loss: 0.0311984 | val_loss: 0.0312033 | Time: 10365.5 ms [2022-04-18 21:54:29 main:574] : INFO : Epoch 1990 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 7761.72 ms [2022-04-18 21:54:39 main:574] : INFO : Epoch 1991 | loss: 0.0311977 | val_loss: 0.0312042 | Time: 10244.8 ms [2022-04-18 21:54:50 main:574] : INFO : Epoch 1992 | loss: 0.0311972 | val_loss: 0.0312023 | Time: 11367 ms [2022-04-18 21:55:05 main:574] : INFO : Epoch 1993 | loss: 0.031197 | val_loss: 0.031204 | Time: 14291.7 ms [2022-04-18 21:55:15 main:574] : INFO : Epoch 1994 | loss: 0.0311979 | val_loss: 0.0312037 | Time: 10122.5 ms [2022-04-18 21:55:25 main:574] : INFO : Epoch 1995 | loss: 0.0311983 | val_loss: 0.0312057 | Time: 8871.91 ms [2022-04-18 21:55:38 main:574] : INFO : Epoch 1996 | loss: 0.0311982 | val_loss: 0.0312026 | Time: 12242.2 ms [2022-04-18 21:55:50 main:574] : INFO : Epoch 1997 | loss: 0.0311987 | val_loss: 0.0312029 | Time: 10903.7 ms [2022-04-18 21:56:01 main:574] : INFO : Epoch 1998 | loss: 0.0311993 | val_loss: 0.031203 | Time: 11392.1 ms [2022-04-18 21:56:13 main:574] : INFO : Epoch 1999 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 11802.5 ms [2022-04-18 21:56:25 main:574] : INFO : Epoch 2000 | loss: 0.031199 | val_loss: 0.0312028 | Time: 10895.7 ms [2022-04-18 21:56:35 main:574] : INFO : Epoch 2001 | loss: 0.0311996 | val_loss: 0.0312072 | Time: 10035.3 ms [2022-04-18 21:56:49 main:574] : INFO : Epoch 2002 | loss: 0.0311981 | val_loss: 0.0312021 | Time: 13122 ms [2022-04-18 21:56:59 main:574] : INFO : Epoch 2003 | loss: 0.0311977 | val_loss: 0.0312022 | Time: 10210.6 ms [2022-04-18 21:57:11 main:574] : INFO : Epoch 2004 | loss: 0.0312004 | val_loss: 0.0312041 | Time: 11662.5 ms [2022-04-18 21:57:26 main:574] : INFO : Epoch 2005 | loss: 0.0312002 | val_loss: 0.0312034 | Time: 13671.9 ms [2022-04-18 21:57:37 main:574] : INFO : Epoch 2006 | loss: 0.0312009 | val_loss: 0.0312094 | Time: 11250.9 ms [2022-04-18 21:57:46 main:574] : INFO : Epoch 2007 | loss: 0.0312138 | val_loss: 0.0312072 | Time: 8755.38 ms [2022-04-18 21:57:59 main:574] : INFO : Epoch 2008 | loss: 0.0312025 | val_loss: 0.0312062 | Time: 12711.9 ms [2022-04-18 21:58:08 main:574] : INFO : Epoch 2009 | loss: 0.0312051 | val_loss: 0.031207 | Time: 7950.21 ms [2022-04-18 21:58:20 main:574] : INFO : Epoch 2010 | loss: 0.0312052 | val_loss: 0.0312053 | Time: 11838 ms [2022-04-18 21:58:31 main:574] : INFO : Epoch 2011 | loss: 0.0312032 | val_loss: 0.0312035 | Time: 10581.9 ms [2022-04-18 21:58:44 main:574] : INFO : Epoch 2012 | loss: 0.0312011 | val_loss: 0.0312027 | Time: 12609.9 ms [2022-04-18 21:58:55 main:574] : INFO : Epoch 2013 | loss: 0.0312007 | val_loss: 0.0312023 | Time: 10218.5 ms [2022-04-18 21:59:05 main:574] : INFO : Epoch 2014 | loss: 0.031201 | val_loss: 0.031205 | Time: 10435.2 ms [2022-04-18 21:59:23 main:574] : INFO : Epoch 2015 | loss: 0.0312006 | val_loss: 0.0312028 | Time: 17363.9 ms [2022-04-18 21:59:38 main:574] : INFO : Epoch 2016 | loss: 0.0312012 | val_loss: 0.031205 | Time: 15144.8 ms [2022-04-18 21:59:48 main:574] : INFO : Epoch 2017 | loss: 0.0311998 | val_loss: 0.0312022 | Time: 10396.8 ms [2022-04-18 22:00:02 main:574] : INFO : Epoch 2018 | loss: 0.0311991 | val_loss: 0.0312022 | Time: 13267.1 ms [2022-04-18 22:00:17 main:574] : INFO : Epoch 2019 | loss: 0.0311996 | val_loss: 0.0312045 | Time: 14419.9 ms [2022-04-18 22:00:24 main:574] : INFO : Epoch 2020 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 7215.73 ms [2022-04-18 22:00:39 main:574] : INFO : Epoch 2021 | loss: 0.0311988 | val_loss: 0.0312022 | Time: 15194.2 ms [2022-04-18 22:00:51 main:574] : INFO : Epoch 2022 | loss: 0.0311993 | val_loss: 0.0312035 | Time: 11116 ms [2022-04-18 22:01:06 main:574] : INFO : Epoch 2023 | loss: 0.0311989 | val_loss: 0.0312015 | Time: 14689.5 ms [2022-04-18 22:01:19 main:574] : INFO : Epoch 2024 | loss: 0.0311985 | val_loss: 0.0312011 | Time: 13466.3 ms [2022-04-18 22:01:31 main:574] : INFO : Epoch 2025 | loss: 0.0311981 | val_loss: 0.0312032 | Time: 11798.9 ms [2022-04-18 22:01:45 main:574] : INFO : Epoch 2026 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 13870.9 ms [2022-04-18 22:01:57 main:574] : INFO : Epoch 2027 | loss: 0.0311978 | val_loss: 0.031201 | Time: 11911.5 ms [2022-04-18 22:02:10 main:574] : INFO : Epoch 2028 | loss: 0.0311984 | val_loss: 0.0312001 | Time: 12053.4 ms [2022-04-18 22:02:26 main:574] : INFO : Epoch 2029 | loss: 0.0311982 | val_loss: 0.0311996 | Time: 15242.6 ms [2022-04-18 22:02:37 main:574] : INFO : Epoch 2030 | loss: 0.0311978 | val_loss: 0.0312008 | Time: 11135.5 ms [2022-04-18 22:02:50 main:574] : INFO : Epoch 2031 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 12499 ms [2022-04-18 22:03:01 main:574] : INFO : Epoch 2032 | loss: 0.0311991 | val_loss: 0.0312009 | Time: 11362.7 ms [2022-04-18 22:03:12 main:574] : INFO : Epoch 2033 | loss: 0.0311986 | val_loss: 0.0312015 | Time: 10871 ms [2022-04-18 22:03:23 main:574] : INFO : Epoch 2034 | loss: 0.0311985 | val_loss: 0.0312063 | Time: 10794.1 ms [2022-04-18 22:03:34 main:574] : INFO : Epoch 2035 | loss: 0.0312019 | val_loss: 0.0312025 | Time: 10505.9 ms [2022-04-18 22:03:46 main:574] : INFO : Epoch 2036 | loss: 0.0312011 | val_loss: 0.0312018 | Time: 11405.5 ms [2022-04-18 22:04:00 main:574] : INFO : Epoch 2037 | loss: 0.031201 | val_loss: 0.0312022 | Time: 14900.2 ms [2022-04-18 22:04:06 main:574] : INFO : Epoch 2038 | loss: 0.0312017 | val_loss: 0.0312032 | Time: 5099.21 ms [2022-04-18 22:04:18 main:574] : INFO : Epoch 2039 | loss: 0.0312002 | val_loss: 0.0312025 | Time: 11945.3 ms [2022-04-18 22:04:33 main:574] : INFO : Epoch 2040 | loss: 0.0311999 | val_loss: 0.0312034 | Time: 13812.7 ms [2022-04-18 22:04:44 main:574] : INFO : Epoch 2041 | loss: 0.0312021 | val_loss: 0.0312023 | Time: 10569.4 ms [2022-04-18 22:05:01 main:574] : INFO : Epoch 2042 | loss: 0.0312017 | val_loss: 0.0312015 | Time: 16439.5 ms [2022-04-18 22:05:10 main:574] : INFO : Epoch 2043 | loss: 0.0312012 | val_loss: 0.0312056 | Time: 9413.15 ms [2022-04-18 22:05:21 main:574] : INFO : Epoch 2044 | loss: 0.0312025 | val_loss: 0.0312034 | Time: 10195.2 ms [2022-04-18 22:05:32 main:574] : INFO : Epoch 2045 | loss: 0.031201 | val_loss: 0.0312013 | Time: 10651 ms [2022-04-18 22:05:42 main:574] : INFO : Epoch 2046 | loss: 0.0312017 | val_loss: 0.0312063 | Time: 9346.42 ms [2022-04-18 22:05:57 main:574] : INFO : Epoch 2047 | loss: 0.0312021 | val_loss: 0.0312039 | Time: 14855.7 ms [2022-04-18 22:06:08 main:574] : INFO : Epoch 2048 | loss: 0.031202 | val_loss: 0.0312023 | Time: 11412.2 ms [2022-04-18 22:06:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312023 [2022-04-18 22:06:09 main:603] : INFO : Saving end state to config to file [2022-04-18 22:06:09 main:608] : INFO : Success, exiting.. 22:06:09 (16364): 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)