Task 10668775
| Name | ParityModified-1638634864-26760-3-0_1 |
| Workunit | 7540765 |
| Created | 12 Jan 2022, 0:33:28 UTC |
| Sent | 12 Jan 2022, 1:10:39 UTC |
| Report deadline | 20 Jan 2022, 1:10:39 UTC |
| Received | 12 Jan 2022, 16:08:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 39 sec |
| CPU time | 1 hours 39 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312167 | val_loss: 0.0312174 | Time: 1573.51 ms [2022-01-12 09:54:34 main:574] : INFO : Epoch 1543 | loss: 0.0312175 | val_loss: 0.0312206 | Time: 1465.45 ms [2022-01-12 09:54:35 main:574] : INFO : Epoch 1544 | loss: 0.031219 | val_loss: 0.0312189 | Time: 1521.83 ms [2022-01-12 09:54:37 main:574] : INFO : Epoch 1545 | loss: 0.031219 | val_loss: 0.0312178 | Time: 1522.25 ms [2022-01-12 09:54:38 main:574] : INFO : Epoch 1546 | loss: 0.0312176 | val_loss: 0.0312184 | Time: 1606.77 ms [2022-01-12 09:54:40 main:574] : INFO : Epoch 1547 | loss: 0.0312168 | val_loss: 0.0312172 | Time: 1594.61 ms [2022-01-12 09:54:41 main:574] : INFO : Epoch 1548 | loss: 0.0312169 | val_loss: 0.0312178 | Time: 1576.13 ms [2022-01-12 09:54:43 main:574] : INFO : Epoch 1549 | loss: 0.0312161 | val_loss: 0.0312171 | Time: 1532.72 ms [2022-01-12 09:54:44 main:574] : INFO : Epoch 1550 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 1522.72 ms [2022-01-12 09:54:46 main:574] : INFO : Epoch 1551 | loss: 0.0312171 | val_loss: 0.0312172 | Time: 1594.26 ms [2022-01-12 09:54:48 main:574] : INFO : Epoch 1552 | loss: 0.031218 | val_loss: 0.0312173 | Time: 1523.21 ms [2022-01-12 09:54:49 main:574] : INFO : Epoch 1553 | loss: 0.0312191 | val_loss: 0.0312173 | Time: 1537.23 ms [2022-01-12 09:54:51 main:574] : INFO : Epoch 1554 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 1474.2 ms [2022-01-12 09:54:52 main:574] : INFO : Epoch 1555 | loss: 0.0312181 | val_loss: 0.031221 | Time: 1509.75 ms [2022-01-12 09:54:54 main:574] : INFO : Epoch 1556 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 1540.35 ms [2022-01-12 09:54:55 main:574] : INFO : Epoch 1557 | loss: 0.0312165 | val_loss: 0.0312177 | Time: 1584.88 ms [2022-01-12 09:54:57 main:574] : INFO : Epoch 1558 | loss: 0.0312164 | val_loss: 0.0312179 | Time: 1603.51 ms [2022-01-12 09:54:58 main:574] : INFO : Epoch 1559 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 1569.52 ms [2022-01-12 09:55:00 main:574] : INFO : Epoch 1560 | loss: 0.0312159 | val_loss: 0.0312174 | Time: 1564.75 ms [2022-01-12 09:55:02 main:574] : INFO : Epoch 1561 | loss: 0.0312168 | val_loss: 0.031217 | Time: 1618.66 ms [2022-01-12 09:55:03 main:574] : INFO : Epoch 1562 | loss: 0.0312158 | val_loss: 0.0312173 | Time: 1500.14 ms [2022-01-12 09:55:05 main:574] : INFO : Epoch 1563 | loss: 0.031217 | val_loss: 0.0312169 | Time: 1578.06 ms [2022-01-12 09:55:06 main:574] : INFO : Epoch 1564 | loss: 0.0312171 | val_loss: 0.0312164 | Time: 1569.04 ms [2022-01-12 09:55:08 main:574] : INFO : Epoch 1565 | loss: 0.0312157 | val_loss: 0.0312174 | Time: 1596.11 ms [2022-01-12 09:55:09 main:574] : INFO : Epoch 1566 | loss: 0.0312169 | val_loss: 0.0312164 | Time: 1560.75 ms [2022-01-12 09:55:11 main:574] : INFO : Epoch 1567 | loss: 0.0312168 | val_loss: 0.0312169 | Time: 1612.08 ms [2022-01-12 09:55:13 main:574] : INFO : Epoch 1568 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 1621.96 ms [2022-01-12 09:55:14 main:574] : INFO : Epoch 1569 | loss: 0.031218 | val_loss: 0.0312163 | Time: 1624.06 ms [2022-01-12 09:55:16 main:574] : INFO : Epoch 1570 | loss: 0.0312154 | val_loss: 0.031216 | Time: 1612.19 ms [2022-01-12 09:55:17 main:574] : INFO : Epoch 1571 | loss: 0.0312149 | val_loss: 0.0312161 | Time: 1553.33 ms [2022-01-12 09:55:19 main:574] : INFO : Epoch 1572 | loss: 0.0312154 | val_loss: 0.0312159 | Time: 1551.59 ms [2022-01-12 09:55:21 main:574] : INFO : Epoch 1573 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 1595.95 ms [2022-01-12 09:55:22 main:574] : INFO : Epoch 1574 | loss: 0.0312155 | val_loss: 0.0312162 | Time: 1607.12 ms [2022-01-12 09:55:24 main:574] : INFO : Epoch 1575 | loss: 0.0312152 | val_loss: 0.0312171 | Time: 1563.25 ms [2022-01-12 09:55:25 main:574] : INFO : Epoch 1576 | loss: 0.0312157 | val_loss: 0.0312202 | Time: 1561.64 ms [2022-01-12 09:55:27 main:574] : INFO : Epoch 1577 | loss: 0.031218 | val_loss: 0.0312162 | Time: 1567.03 ms [2022-01-12 09:55:28 main:574] : INFO : Epoch 1578 | loss: 0.031216 | val_loss: 0.0312169 | Time: 1558.49 ms [2022-01-12 09:55:30 main:574] : INFO : Epoch 1579 | loss: 0.0312163 | val_loss: 0.0312159 | Time: 1628.98 ms [2022-01-12 09:55:32 main:574] : INFO : Epoch 1580 | loss: 0.0312166 | val_loss: 0.0312184 | Time: 1540.14 ms [2022-01-12 09:55:33 main:574] : INFO : Epoch 1581 | loss: 0.0312179 | val_loss: 0.031216 | Time: 1607.24 ms [2022-01-12 09:55:35 main:574] : INFO : Epoch 1582 | loss: 0.031216 | val_loss: 0.0312158 | Time: 1580.51 ms [2022-01-12 09:55:36 main:574] : INFO : Epoch 1583 | loss: 0.0312148 | val_loss: 0.031217 | Time: 1599.29 ms [2022-01-12 09:55:38 main:574] : INFO : Epoch 1584 | loss: 0.0312155 | val_loss: 0.0312159 | Time: 1606.83 ms [2022-01-12 09:55:40 main:574] : INFO : Epoch 1585 | loss: 0.0312154 | val_loss: 0.0312156 | Time: 1554.53 ms [2022-01-12 09:55:41 main:574] : INFO : Epoch 1586 | loss: 0.0312159 | val_loss: 0.0312161 | Time: 1595.97 ms [2022-01-12 09:55:43 main:574] : INFO : Epoch 1587 | loss: 0.0312148 | val_loss: 0.0312157 | Time: 1614.05 ms [2022-01-12 09:55:44 main:574] : INFO : Epoch 1588 | loss: 0.0312151 | val_loss: 0.0312157 | Time: 1568.8 ms [2022-01-12 09:55:46 main:574] : INFO : Epoch 1589 | loss: 0.0312185 | val_loss: 0.0312162 | Time: 1574.87 ms [2022-01-12 09:55:48 main:574] : INFO : Epoch 1590 | loss: 0.0312152 | val_loss: 0.0312156 | Time: 1569.77 ms [2022-01-12 09:55:49 main:574] : INFO : Epoch 1591 | loss: 0.0312168 | val_loss: 0.0312192 | Time: 1549.24 ms [2022-01-12 09:55:51 main:574] : INFO : Epoch 1592 | loss: 0.0312218 | val_loss: 0.0312168 | Time: 1584.59 ms [2022-01-12 09:55:52 main:574] : INFO : Epoch 1593 | loss: 0.031217 | val_loss: 0.0312167 | Time: 1607.98 ms [2022-01-12 09:55:54 main:574] : INFO : Epoch 1594 | loss: 0.0312169 | val_loss: 0.0312169 | Time: 1523.95 ms [2022-01-12 09:55:55 main:574] : INFO : Epoch 1595 | loss: 0.0312155 | val_loss: 0.0312173 | Time: 1541.5 ms [2022-01-12 09:55:57 main:574] : INFO : Epoch 1596 | loss: 0.0312151 | val_loss: 0.0312161 | Time: 1614.19 ms [2022-01-12 09:55:59 main:574] : INFO : Epoch 1597 | loss: 0.0312152 | val_loss: 0.0312164 | Time: 1565.22 ms [2022-01-12 09:56:00 main:574] : INFO : Epoch 1598 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 1557.28 ms [2022-01-12 09:56:02 main:574] : INFO : Epoch 1599 | loss: 0.0312159 | val_loss: 0.0312153 | Time: 1542.47 ms [2022-01-12 09:56:03 main:574] : INFO : Epoch 1600 | loss: 0.0312141 | val_loss: 0.0312154 | Time: 1561.41 ms [2022-01-12 09:56:05 main:574] : INFO : Epoch 1601 | loss: 0.031214 | val_loss: 0.0312148 | Time: 1560.93 ms [2022-01-12 09:56:06 main:574] : INFO : Epoch 1602 | loss: 0.0312164 | val_loss: 0.0312169 | Time: 1598.41 ms [2022-01-12 09:56:08 main:574] : INFO : Epoch 1603 | loss: 0.0312145 | val_loss: 0.0312157 | Time: 1579.55 ms [2022-01-12 09:56:10 main:574] : INFO : Epoch 1604 | loss: 0.0312169 | val_loss: 0.0312194 | Time: 1602.46 ms [2022-01-12 09:56:11 main:574] : INFO : Epoch 1605 | loss: 0.0312153 | val_loss: 0.0312149 | Time: 1571.36 ms [2022-01-12 09:56:13 main:574] : INFO : Epoch 1606 | loss: 0.0312141 | val_loss: 0.0312154 | Time: 1588.32 ms [2022-01-12 09:56:14 main:574] : INFO : Epoch 1607 | loss: 0.0312138 | val_loss: 0.0312143 | Time: 1570 ms [2022-01-12 09:56:16 main:574] : INFO : Epoch 1608 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 1608.79 ms [2022-01-12 09:56:17 main:574] : INFO : Epoch 1609 | loss: 0.0312135 | val_loss: 0.0312164 | Time: 1568.84 ms [2022-01-12 09:56:19 main:574] : INFO : Epoch 1610 | loss: 0.0312185 | val_loss: 0.0312249 | Time: 1537.32 ms [2022-01-12 09:56:21 main:574] : INFO : Epoch 1611 | loss: 0.0312185 | val_loss: 0.0312171 | Time: 1586.94 ms [2022-01-12 09:56:22 main:574] : INFO : Epoch 1612 | loss: 0.031215 | val_loss: 0.0312146 | Time: 1582.59 ms [2022-01-12 09:56:24 main:574] : INFO : Epoch 1613 | loss: 0.0312138 | val_loss: 0.0312138 | Time: 1602.64 ms [2022-01-12 09:56:25 main:574] : INFO : Epoch 1614 | loss: 0.0312145 | val_loss: 0.031215 | Time: 1588.34 ms [2022-01-12 09:56:27 main:574] : INFO : Epoch 1615 | loss: 0.0312143 | val_loss: 0.0312138 | Time: 1553.86 ms [2022-01-12 09:56:29 main:574] : INFO : Epoch 1616 | loss: 0.0312135 | val_loss: 0.0312141 | Time: 1584.2 ms [2022-01-12 09:56:30 main:574] : INFO : Epoch 1617 | loss: 0.0312135 | val_loss: 0.0312138 | Time: 1501.78 ms [2022-01-12 09:56:32 main:574] : INFO : Epoch 1618 | loss: 0.0312142 | val_loss: 0.0312186 | Time: 1588.3 ms [2022-01-12 09:56:33 main:574] : INFO : Epoch 1619 | loss: 0.0312156 | val_loss: 0.0312196 | Time: 1618.49 ms [2022-01-12 09:56:35 main:574] : INFO : Epoch 1620 | loss: 0.0312177 | val_loss: 0.0312161 | Time: 1517.49 ms [2022-01-12 09:56:36 main:574] : INFO : Epoch 1621 | loss: 0.0312138 | val_loss: 0.0312138 | Time: 1590.72 ms [2022-01-12 09:56:38 main:574] : INFO : Epoch 1622 | loss: 0.0312138 | val_loss: 0.0312152 | Time: 1573.42 ms [2022-01-12 09:56:39 main:574] : INFO : Epoch 1623 | loss: 0.0312143 | val_loss: 0.0312144 | Time: 1579.68 ms [2022-01-12 09:56:41 main:574] : INFO : Epoch 1624 | loss: 0.0312136 | val_loss: 0.0312139 | Time: 1574.57 ms [2022-01-12 09:56:43 main:574] : INFO : Epoch 1625 | loss: 0.031214 | val_loss: 0.0312143 | Time: 1625.2 ms [2022-01-12 09:56:44 main:574] : INFO : Epoch 1626 | loss: 0.0312142 | val_loss: 0.0312142 | Time: 1553.13 ms [2022-01-12 09:56:46 main:574] : INFO : Epoch 1627 | loss: 0.0312136 | val_loss: 0.0312137 | Time: 1558.41 ms [2022-01-12 09:56:47 main:574] : INFO : Epoch 1628 | loss: 0.0312176 | val_loss: 0.0312142 | Time: 1551.41 ms [2022-01-12 09:56:49 main:574] : INFO : Epoch 1629 | loss: 0.0312172 | val_loss: 0.0312145 | Time: 1587.14 ms [2022-01-12 09:56:51 main:574] : INFO : Epoch 1630 | loss: 0.0312139 | val_loss: 0.0312143 | Time: 1578.94 ms [2022-01-12 09:56:52 main:574] : INFO : Epoch 1631 | loss: 0.0312132 | val_loss: 0.0312135 | Time: 1572.59 ms [2022-01-12 09:56:54 main:574] : INFO : Epoch 1632 | loss: 0.0312151 | val_loss: 0.0312144 | Time: 1568.64 ms [2022-01-12 09:56:55 main:574] : INFO : Epoch 1633 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 1573.15 ms [2022-01-12 09:56:57 main:574] : INFO : Epoch 1634 | loss: 0.031215 | val_loss: 0.0312188 | Time: 1543.48 ms [2022-01-12 09:56:58 main:574] : INFO : Epoch 1635 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 1593.31 ms [2022-01-12 09:57:00 main:574] : INFO : Epoch 1636 | loss: 0.0312149 | val_loss: 0.0312191 | Time: 1544 ms [2022-01-12 09:57:02 main:574] : INFO : Epoch 1637 | loss: 0.0312158 | val_loss: 0.0312137 | Time: 1574.98 ms [2022-01-12 09:57:03 main:574] : INFO : Epoch 1638 | loss: 0.0312166 | val_loss: 0.0312204 | Time: 1525.73 ms [2022-01-12 09:57:05 main:574] : INFO : Epoch 1639 | loss: 0.0312162 | val_loss: 0.0312145 | Time: 1599.28 ms [2022-01-12 09:57:06 main:574] : INFO : Epoch 1640 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 1588.15 ms [2022-01-12 09:57:08 main:574] : INFO : Epoch 1641 | loss: 0.0312132 | val_loss: 0.0312132 | Time: 1572.67 ms [2022-01-12 09:57:09 main:574] : INFO : Epoch 1642 | loss: 0.0312159 | val_loss: 0.0312231 | Time: 1584.1 ms [2022-01-12 09:57:11 main:574] : INFO : Epoch 1643 | loss: 0.0312157 | val_loss: 0.0312146 | Time: 1624.98 ms [2022-01-12 09:57:13 main:574] : INFO : Epoch 1644 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 1579.43 ms [2022-01-12 09:57:14 main:574] : INFO : Epoch 1645 | loss: 0.0312135 | val_loss: 0.0312139 | Time: 1516.66 ms [2022-01-12 09:57:16 main:574] : INFO : Epoch 1646 | loss: 0.0312138 | val_loss: 0.0312174 | Time: 1613.68 ms [2022-01-12 09:57:17 main:574] : INFO : Epoch 1647 | loss: 0.0312138 | val_loss: 0.0312134 | Time: 1578.14 ms [2022-01-12 09:57:19 main:574] : INFO : Epoch 1648 | loss: 0.0312166 | val_loss: 0.0312133 | Time: 1530.5 ms [2022-01-12 09:57:20 main:574] : INFO : Epoch 1649 | loss: 0.0312173 | val_loss: 0.0312226 | Time: 1534.66 ms [2022-01-12 09:57:22 main:574] : INFO : Epoch 1650 | loss: 0.0312176 | val_loss: 0.0312158 | Time: 1623.23 ms [2022-01-12 09:57:24 main:574] : INFO : Epoch 1651 | loss: 0.0312139 | val_loss: 0.0312132 | Time: 1607.91 ms [2022-01-12 09:57:25 main:574] : INFO : Epoch 1652 | loss: 0.0312139 | val_loss: 0.0312179 | Time: 1570.81 ms [2022-01-12 09:57:27 main:574] : INFO : Epoch 1653 | loss: 0.0312167 | val_loss: 0.0312153 | Time: 1568.51 ms [2022-01-12 09:57:28 main:574] : INFO : Epoch 1654 | loss: 0.0312159 | val_loss: 0.0312141 | Time: 1543.98 ms [2022-01-12 09:57:30 main:574] : INFO : Epoch 1655 | loss: 0.0312153 | val_loss: 0.0312169 | Time: 1577.07 ms [2022-01-12 09:57:32 main:574] : INFO : Epoch 1656 | loss: 0.0312142 | val_loss: 0.0312145 | Time: 1624.57 ms [2022-01-12 09:57:33 main:574] : INFO : Epoch 1657 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 1600.47 ms [2022-01-12 09:57:35 main:574] : INFO : Epoch 1658 | loss: 0.0312126 | val_loss: 0.0312134 | Time: 1590.55 ms [2022-01-12 09:57:36 main:574] : INFO : Epoch 1659 | loss: 0.0312126 | val_loss: 0.0312133 | Time: 1585.79 ms [2022-01-12 09:57:38 main:574] : INFO : Epoch 1660 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 1589.48 ms [2022-01-12 09:57:40 main:574] : INFO : Epoch 1661 | loss: 0.0312133 | val_loss: 0.0312164 | Time: 1618.93 ms [2022-01-12 09:57:41 main:574] : INFO : Epoch 1662 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 1548.16 ms [2022-01-12 09:57:43 main:574] : INFO : Epoch 1663 | loss: 0.0312145 | val_loss: 0.0312184 | Time: 1575.92 ms [2022-01-12 09:57:44 main:574] : INFO : Epoch 1664 | loss: 0.0312133 | val_loss: 0.0312132 | Time: 1597.58 ms [2022-01-12 09:57:46 main:574] : INFO : Epoch 1665 | loss: 0.0312134 | val_loss: 0.0312129 | Time: 1622.19 ms [2022-01-12 09:57:47 main:574] : INFO : Epoch 1666 | loss: 0.0312134 | val_loss: 0.0312129 | Time: 1568.55 ms [2022-01-12 09:57:49 main:574] : INFO : Epoch 1667 | loss: 0.0312134 | val_loss: 0.0312179 | Time: 1564.55 ms [2022-01-12 09:57:51 main:574] : INFO : Epoch 1668 | loss: 0.0312161 | val_loss: 0.0312138 | Time: 1547.93 ms [2022-01-12 09:57:52 main:574] : INFO : Epoch 1669 | loss: 0.0312154 | val_loss: 0.0312188 | Time: 1533.79 ms [2022-01-12 09:57:54 main:574] : INFO : Epoch 1670 | loss: 0.0312148 | val_loss: 0.0312131 | Time: 1521.32 ms [2022-01-12 09:57:55 main:574] : INFO : Epoch 1671 | loss: 0.0312128 | val_loss: 0.0312139 | Time: 1535.06 ms [2022-01-12 09:57:57 main:574] : INFO : Epoch 1672 | loss: 0.0312135 | val_loss: 0.0312137 | Time: 1503.82 ms [2022-01-12 09:57:58 main:574] : INFO : Epoch 1673 | loss: 0.0312146 | val_loss: 0.0312139 | Time: 1580.72 ms [2022-01-12 09:58:00 main:574] : INFO : Epoch 1674 | loss: 0.031214 | val_loss: 0.0312141 | Time: 1586.84 ms [2022-01-12 09:58:01 main:574] : INFO : Epoch 1675 | loss: 0.031216 | val_loss: 0.0312312 | Time: 1570.43 ms [2022-01-12 09:58:03 main:574] : INFO : Epoch 1676 | loss: 0.0312212 | val_loss: 0.0312149 | Time: 1579.04 ms [2022-01-12 09:58:05 main:574] : INFO : Epoch 1677 | loss: 0.0312174 | val_loss: 0.0312189 | Time: 1553.19 ms [2022-01-12 09:58:06 main:574] : INFO : Epoch 1678 | loss: 0.0312173 | val_loss: 0.0312167 | Time: 1541.13 ms [2022-01-12 09:58:08 main:574] : INFO : Epoch 1679 | loss: 0.031214 | val_loss: 0.0312131 | Time: 1641.54 ms [2022-01-12 09:58:09 main:574] : INFO : Epoch 1680 | loss: 0.0312126 | val_loss: 0.0312153 | Time: 1537.83 ms [2022-01-12 09:58:11 main:574] : INFO : Epoch 1681 | loss: 0.0312141 | val_loss: 0.0312134 | Time: 1589.81 ms [2022-01-12 09:58:12 main:574] : INFO : Epoch 1682 | loss: 0.0312131 | val_loss: 0.031214 | Time: 1592.59 ms [2022-01-12 09:58:14 main:574] : INFO : Epoch 1683 | loss: 0.0312141 | val_loss: 0.0312181 | Time: 1604.3 ms [2022-01-12 09:58:16 main:574] : INFO : Epoch 1684 | loss: 0.0312162 | val_loss: 0.0312155 | Time: 1594.86 ms [2022-01-12 09:58:17 main:574] : INFO : Epoch 1685 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 1584.45 ms [2022-01-12 09:58:19 main:574] : INFO : Epoch 1686 | loss: 0.031213 | val_loss: 0.0312139 | Time: 1557.27 ms [2022-01-12 09:58:20 main:574] : INFO : Epoch 1687 | loss: 0.0312131 | val_loss: 0.0312126 | Time: 1580.35 ms [2022-01-12 09:58:22 main:574] : INFO : Epoch 1688 | loss: 0.031213 | val_loss: 0.0312136 | Time: 1529.42 ms [2022-01-12 09:58:24 main:574] : INFO : Epoch 1689 | loss: 0.0312136 | val_loss: 0.0312135 | Time: 1557.27 ms [2022-01-12 09:58:25 main:574] : INFO : Epoch 1690 | loss: 0.0312129 | val_loss: 0.031213 | Time: 1558.17 ms [2022-01-12 09:58:27 main:574] : INFO : Epoch 1691 | loss: 0.0312135 | val_loss: 0.0312141 | Time: 1557.43 ms [2022-01-12 09:58:28 main:574] : INFO : Epoch 1692 | loss: 0.0312137 | val_loss: 0.0312155 | Time: 1625.93 ms [2022-01-12 09:58:30 main:574] : INFO : Epoch 1693 | loss: 0.0312141 | val_loss: 0.0312138 | Time: 1603.85 ms [2022-01-12 09:58:31 main:574] : INFO : Epoch 1694 | loss: 0.0312123 | val_loss: 0.031213 | Time: 1590.08 ms [2022-01-12 09:58:33 main:574] : INFO : Epoch 1695 | loss: 0.031214 | val_loss: 0.0312131 | Time: 1577.95 ms [2022-01-12 09:58:35 main:574] : INFO : Epoch 1696 | loss: 0.0312133 | val_loss: 0.0312125 | Time: 1578.22 ms [2022-01-12 09:58:36 main:574] : INFO : Epoch 1697 | loss: 0.0312124 | val_loss: 0.0312139 | Time: 1561.76 ms [2022-01-12 09:58:38 main:574] : INFO : Epoch 1698 | loss: 0.0312137 | val_loss: 0.0312131 | Time: 1569.72 ms [2022-01-12 09:58:39 main:574] : INFO : Epoch 1699 | loss: 0.0312133 | val_loss: 0.0312125 | Time: 1548.81 ms [2022-01-12 09:58:41 main:574] : INFO : Epoch 1700 | loss: 0.0312127 | val_loss: 0.0312131 | Time: 1608.17 ms [2022-01-12 09:58:42 main:574] : INFO : Epoch 1701 | loss: 0.0312139 | val_loss: 0.0312187 | Time: 1562.7 ms [2022-01-12 09:58:44 main:574] : INFO : Epoch 1702 | loss: 0.0312144 | val_loss: 0.0312159 | Time: 1547.86 ms [2022-01-12 09:58:46 main:574] : INFO : Epoch 1703 | loss: 0.0312154 | val_loss: 0.0312163 | Time: 1557.79 ms [2022-01-12 09:58:47 main:574] : INFO : Epoch 1704 | loss: 0.031214 | val_loss: 0.0312124 | Time: 1583.23 ms [2022-01-12 09:58:49 main:574] : INFO : Epoch 1705 | loss: 0.0312126 | val_loss: 0.0312167 | Time: 1586.28 ms [2022-01-12 09:58:50 main:574] : INFO : Epoch 1706 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 1553.88 ms [2022-01-12 09:58:52 main:574] : INFO : Epoch 1707 | loss: 0.031212 | val_loss: 0.0312124 | Time: 1537.04 ms [2022-01-12 09:58:53 main:574] : INFO : Epoch 1708 | loss: 0.031212 | val_loss: 0.0312152 | Time: 1575.57 ms [2022-01-12 09:58:55 main:574] : INFO : Epoch 1709 | loss: 0.0312139 | val_loss: 0.0312132 | Time: 1582.77 ms [2022-01-12 09:58:57 main:574] : INFO : Epoch 1710 | loss: 0.0312129 | val_loss: 0.0312139 | Time: 1535.97 ms [2022-01-12 09:58:58 main:574] : INFO : Epoch 1711 | loss: 0.0312127 | val_loss: 0.0312129 | Time: 1556.35 ms [2022-01-12 09:59:00 main:574] : INFO : Epoch 1712 | loss: 0.0312143 | val_loss: 0.0312131 | Time: 1520.54 ms [2022-01-12 09:59:01 main:574] : INFO : Epoch 1713 | loss: 0.0312126 | val_loss: 0.0312175 | Time: 1523.6 ms [2022-01-12 09:59:03 main:574] : INFO : Epoch 1714 | loss: 0.0312145 | val_loss: 0.0312142 | Time: 1536.7 ms [2022-01-12 09:59:04 main:574] : INFO : Epoch 1715 | loss: 0.0312132 | val_loss: 0.0312193 | Time: 1549.78 ms [2022-01-12 09:59:06 main:574] : INFO : Epoch 1716 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 1591.81 ms [2022-01-12 09:59:07 main:574] : INFO : Epoch 1717 | loss: 0.0312126 | val_loss: 0.031215 | Time: 1589.9 ms [2022-01-12 09:59:09 main:574] : INFO : Epoch 1718 | loss: 0.0312133 | val_loss: 0.0312156 | Time: 1577.7 ms [2022-01-12 09:59:11 main:574] : INFO : Epoch 1719 | loss: 0.0312167 | val_loss: 0.0312153 | Time: 1565.27 ms [2022-01-12 09:59:12 main:574] : INFO : Epoch 1720 | loss: 0.0312137 | val_loss: 0.0312126 | Time: 1593.79 ms [2022-01-12 09:59:14 main:574] : INFO : Epoch 1721 | loss: 0.0312123 | val_loss: 0.0312136 | Time: 1574.05 ms [2022-01-12 09:59:15 main:574] : INFO : Epoch 1722 | loss: 0.0312129 | val_loss: 0.0312132 | Time: 1581.02 ms [2022-01-12 09:59:17 main:574] : INFO : Epoch 1723 | loss: 0.0312129 | val_loss: 0.031213 | Time: 1607.19 ms [2022-01-12 09:59:19 main:574] : INFO : Epoch 1724 | loss: 0.0312125 | val_loss: 0.031214 | Time: 1565.82 ms [2022-01-12 09:59:20 main:574] : INFO : Epoch 1725 | loss: 0.0312132 | val_loss: 0.0312142 | Time: 1572.82 ms [2022-01-12 09:59:22 main:574] : INFO : Epoch 1726 | loss: 0.0312132 | val_loss: 0.0312136 | Time: 1597.15 ms [2022-01-12 09:59:23 main:574] : INFO : Epoch 1727 | loss: 0.031213 | val_loss: 0.0312131 | Time: 1601.43 ms [2022-01-12 09:59:25 main:574] : INFO : Epoch 1728 | loss: 0.0312154 | val_loss: 0.0312132 | Time: 1538.42 ms [2022-01-12 09:59:26 main:574] : INFO : Epoch 1729 | loss: 0.0312125 | val_loss: 0.0312127 | Time: 1556.59 ms [2022-01-12 09:59:28 main:574] : INFO : Epoch 1730 | loss: 0.0312131 | val_loss: 0.0312124 | Time: 1541.13 ms [2022-01-12 09:59:30 main:574] : INFO : Epoch 1731 | loss: 0.0312118 | val_loss: 0.0312127 | Time: 1572.35 ms [2022-01-12 09:59:31 main:574] : INFO : Epoch 1732 | loss: 0.0312118 | val_loss: 0.0312136 | Time: 1527.33 ms [2022-01-12 09:59:33 main:574] : INFO : Epoch 1733 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 1538.85 ms [2022-01-12 09:59:34 main:574] : INFO : Epoch 1734 | loss: 0.0312125 | val_loss: 0.0312125 | Time: 1594.38 ms [2022-01-12 09:59:36 main:574] : INFO : Epoch 1735 | loss: 0.0312123 | val_loss: 0.0312134 | Time: 1582.22 ms [2022-01-12 09:59:37 main:574] : INFO : Epoch 1736 | loss: 0.0312122 | val_loss: 0.0312131 | Time: 1567.23 ms [2022-01-12 09:59:39 main:574] : INFO : Epoch 1737 | loss: 0.0312128 | val_loss: 0.0312139 | Time: 1619.66 ms [2022-01-12 09:59:41 main:574] : INFO : Epoch 1738 | loss: 0.0312131 | val_loss: 0.0312185 | Time: 1571.87 ms [2022-01-12 09:59:42 main:574] : INFO : Epoch 1739 | loss: 0.0312151 | val_loss: 0.0312149 | Time: 1593.06 ms [2022-01-12 09:59:44 main:574] : INFO : Epoch 1740 | loss: 0.0312176 | val_loss: 0.0312186 | Time: 1550.89 ms [2022-01-12 09:59:45 main:574] : INFO : Epoch 1741 | loss: 0.0312141 | val_loss: 0.0312139 | Time: 1548.06 ms [2022-01-12 09:59:47 main:574] : INFO : Epoch 1742 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 1583.76 ms [2022-01-12 09:59:48 main:574] : INFO : Epoch 1743 | loss: 0.0312128 | val_loss: 0.0312159 | Time: 1572.88 ms [2022-01-12 09:59:50 main:574] : INFO : Epoch 1744 | loss: 0.0312184 | val_loss: 0.0312197 | Time: 1568.79 ms [2022-01-12 09:59:51 main:574] : INFO : Epoch 1745 | loss: 0.0312166 | val_loss: 0.031215 | Time: 1506.89 ms [2022-01-12 09:59:53 main:574] : INFO : Epoch 1746 | loss: 0.0312142 | val_loss: 0.0312137 | Time: 1640.67 ms [2022-01-12 09:59:55 main:574] : INFO : Epoch 1747 | loss: 0.0312135 | val_loss: 0.0312128 | Time: 1538.03 ms [2022-01-12 09:59:56 main:574] : INFO : Epoch 1748 | loss: 0.0312124 | val_loss: 0.0312128 | Time: 1565.03 ms [2022-01-12 09:59:58 main:574] : INFO : Epoch 1749 | loss: 0.0312131 | val_loss: 0.0312129 | Time: 1520.78 ms [2022-01-12 09:59:59 main:574] : INFO : Epoch 1750 | loss: 0.0312121 | val_loss: 0.0312159 | Time: 1565.11 ms [2022-01-12 10:00:01 main:574] : INFO : Epoch 1751 | loss: 0.0312124 | val_loss: 0.0312149 | Time: 1564.5 ms [2022-01-12 10:00:02 main:574] : INFO : Epoch 1752 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 1540.89 ms [2022-01-12 10:00:04 main:574] : INFO : Epoch 1753 | loss: 0.0312135 | val_loss: 0.0312169 | Time: 1523.34 ms [2022-01-12 10:00:06 main:574] : INFO : Epoch 1754 | loss: 0.031215 | val_loss: 0.0312172 | Time: 1551.03 ms [2022-01-12 10:00:07 main:574] : INFO : Epoch 1755 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 1598.79 ms [2022-01-12 10:00:09 main:574] : INFO : Epoch 1756 | loss: 0.031215 | val_loss: 0.0312154 | Time: 1556.79 ms [2022-01-12 10:00:10 main:574] : INFO : Epoch 1757 | loss: 0.0312172 | val_loss: 0.031217 | Time: 1544.12 ms [2022-01-12 10:00:12 main:574] : INFO : Epoch 1758 | loss: 0.0312156 | val_loss: 0.0312138 | Time: 1624.75 ms [2022-01-12 10:00:13 main:574] : INFO : Epoch 1759 | loss: 0.0312139 | val_loss: 0.0312188 | Time: 1585 ms [2022-01-12 10:00:15 main:574] : INFO : Epoch 1760 | loss: 0.0312144 | val_loss: 0.0312149 | Time: 1601.81 ms [2022-01-12 10:00:17 main:574] : INFO : Epoch 1761 | loss: 0.0312127 | val_loss: 0.0312133 | Time: 1612.98 ms [2022-01-12 10:00:18 main:574] : INFO : Epoch 1762 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 1533.72 ms [2022-01-12 10:00:20 main:574] : INFO : Epoch 1763 | loss: 0.0312129 | val_loss: 0.0312135 | Time: 1591.31 ms [2022-01-12 10:00:21 main:574] : INFO : Epoch 1764 | loss: 0.0312121 | val_loss: 0.0312122 | Time: 1552 ms [2022-01-12 10:00:23 main:574] : INFO : Epoch 1765 | loss: 0.0312125 | val_loss: 0.0312135 | Time: 1614.85 ms [2022-01-12 10:00:25 main:574] : INFO : Epoch 1766 | loss: 0.0312121 | val_loss: 0.0312121 | Time: 1584.26 ms [2022-01-12 10:00:26 main:574] : INFO : Epoch 1767 | loss: 0.031214 | val_loss: 0.0312134 | Time: 1597.72 ms [2022-01-12 10:00:28 main:574] : INFO : Epoch 1768 | loss: 0.0312136 | val_loss: 0.0312174 | Time: 1588.03 ms [2022-01-12 10:00:29 main:574] : INFO : Epoch 1769 | loss: 0.0312123 | val_loss: 0.0312122 | Time: 1585.93 ms [2022-01-12 10:00:31 main:574] : INFO : Epoch 1770 | loss: 0.0312113 | val_loss: 0.0312118 | Time: 1595.76 ms [2022-01-12 10:00:32 main:574] : INFO : Epoch 1771 | loss: 0.0312115 | val_loss: 0.0312125 | Time: 1525.26 ms [2022-01-12 10:00:34 main:574] : INFO : Epoch 1772 | loss: 0.0312117 | val_loss: 0.0312129 | Time: 1542.33 ms [2022-01-12 10:00:36 main:574] : INFO : Epoch 1773 | loss: 0.0312134 | val_loss: 0.0312139 | Time: 1627.43 ms [2022-01-12 10:00:37 main:574] : INFO : Epoch 1774 | loss: 0.0312144 | val_loss: 0.0312143 | Time: 1594.67 ms [2022-01-12 10:00:39 main:574] : INFO : Epoch 1775 | loss: 0.0312138 | val_loss: 0.0312136 | Time: 1578.08 ms [2022-01-12 10:00:40 main:574] : INFO : Epoch 1776 | loss: 0.0312142 | val_loss: 0.0312138 | Time: 1595.71 ms [2022-01-12 10:00:42 main:574] : INFO : Epoch 1777 | loss: 0.0312124 | val_loss: 0.031214 | Time: 1584.49 ms [2022-01-12 10:00:44 main:574] : INFO : Epoch 1778 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 1583.47 ms [2022-01-12 10:00:45 main:574] : INFO : Epoch 1779 | loss: 0.0312135 | val_loss: 0.0312128 | Time: 1563.06 ms [2022-01-12 10:00:47 main:574] : INFO : Epoch 1780 | loss: 0.0312119 | val_loss: 0.0312127 | Time: 1610.49 ms [2022-01-12 10:00:48 main:574] : INFO : Epoch 1781 | loss: 0.0312132 | val_loss: 0.0312133 | Time: 1558.72 ms [2022-01-12 10:00:50 main:574] : INFO : Epoch 1782 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 1598.43 ms [2022-01-12 10:00:52 main:574] : INFO : Epoch 1783 | loss: 0.0312131 | val_loss: 0.0312143 | Time: 1603.99 ms [2022-01-12 10:00:53 main:574] : INFO : Epoch 1784 | loss: 0.0312132 | val_loss: 0.031216 | Time: 1593.53 ms [2022-01-12 10:00:55 main:574] : INFO : Epoch 1785 | loss: 0.0312177 | val_loss: 0.0312143 | Time: 1568.36 ms [2022-01-12 10:00:56 main:574] : INFO : Epoch 1786 | loss: 0.0312126 | val_loss: 0.0312133 | Time: 1563.35 ms [2022-01-12 10:00:58 main:574] : INFO : Epoch 1787 | loss: 0.0312122 | val_loss: 0.0312127 | Time: 1569.57 ms [2022-01-12 10:00:59 main:574] : INFO : Epoch 1788 | loss: 0.0312121 | val_loss: 0.0312138 | Time: 1565.73 ms [2022-01-12 10:01:01 main:574] : INFO : Epoch 1789 | loss: 0.0312134 | val_loss: 0.0312166 | Time: 1592.19 ms [2022-01-12 10:01:03 main:574] : INFO : Epoch 1790 | loss: 0.0312131 | val_loss: 0.0312145 | Time: 1516.19 ms [2022-01-12 10:01:04 main:574] : INFO : Epoch 1791 | loss: 0.0312129 | val_loss: 0.0312142 | Time: 1577.3 ms [2022-01-12 10:01:06 main:574] : INFO : Epoch 1792 | loss: 0.0312122 | val_loss: 0.0312137 | Time: 1557.79 ms [2022-01-12 10:01:07 main:574] : INFO : Epoch 1793 | loss: 0.0312127 | val_loss: 0.0312131 | Time: 1567.63 ms [2022-01-12 10:01:09 main:574] : INFO : Epoch 1794 | loss: 0.0312122 | val_loss: 0.031212 | Time: 1540.5 ms [2022-01-12 10:01:10 main:574] : INFO : Epoch 1795 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 1590.24 ms [2022-01-12 10:01:12 main:574] : INFO : Epoch 1796 | loss: 0.0312113 | val_loss: 0.0312153 | Time: 1608.28 ms [2022-01-12 10:01:14 main:574] : INFO : Epoch 1797 | loss: 0.0312122 | val_loss: 0.0312124 | Time: 1563.04 ms [2022-01-12 10:01:15 main:574] : INFO : Epoch 1798 | loss: 0.0312123 | val_loss: 0.0312132 | Time: 1529.9 ms [2022-01-12 10:01:17 main:574] : INFO : Epoch 1799 | loss: 0.0312158 | val_loss: 0.0312142 | Time: 1538.35 ms [2022-01-12 10:01:18 main:574] : INFO : Epoch 1800 | loss: 0.0312131 | val_loss: 0.0312142 | Time: 1530.04 ms [2022-01-12 10:01:20 main:574] : INFO : Epoch 1801 | loss: 0.0312136 | val_loss: 0.0312146 | Time: 1599.78 ms [2022-01-12 10:01:21 main:574] : INFO : Epoch 1802 | loss: 0.0312137 | val_loss: 0.0312174 | Time: 1595.53 ms [2022-01-12 10:01:23 main:574] : INFO : Epoch 1803 | loss: 0.0312124 | val_loss: 0.0312124 | Time: 1519.31 ms [2022-01-12 10:01:24 main:574] : INFO : Epoch 1804 | loss: 0.0312125 | val_loss: 0.0312158 | Time: 1593.32 ms [2022-01-12 10:01:26 main:574] : INFO : Epoch 1805 | loss: 0.0312138 | val_loss: 0.0312135 | Time: 1579.71 ms [2022-01-12 10:01:28 main:574] : INFO : Epoch 1806 | loss: 0.0312121 | val_loss: 0.0312128 | Time: 1634.84 ms [2022-01-12 10:01:29 main:574] : INFO : Epoch 1807 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 1543.34 ms [2022-01-12 10:01:31 main:574] : INFO : Epoch 1808 | loss: 0.0312127 | val_loss: 0.0312121 | Time: 1610.42 ms [2022-01-12 10:01:32 main:574] : INFO : Epoch 1809 | loss: 0.0312118 | val_loss: 0.0312134 | Time: 1557.9 ms [2022-01-12 10:01:34 main:574] : INFO : Epoch 1810 | loss: 0.0312119 | val_loss: 0.0312139 | Time: 1525.98 ms [2022-01-12 10:01:36 main:574] : INFO : Epoch 1811 | loss: 0.0312125 | val_loss: 0.0312124 | Time: 1594.56 ms [2022-01-12 10:01:37 main:574] : INFO : Epoch 1812 | loss: 0.0312115 | val_loss: 0.0312126 | Time: 1564.46 ms [2022-01-12 10:01:39 main:574] : INFO : Epoch 1813 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 1534.39 ms [2022-01-12 10:01:40 main:574] : INFO : Epoch 1814 | loss: 0.0312116 | val_loss: 0.0312131 | Time: 1544.07 ms [2022-01-12 10:01:42 main:574] : INFO : Epoch 1815 | loss: 0.031211 | val_loss: 0.0312145 | Time: 1606.25 ms [2022-01-12 10:01:43 main:574] : INFO : Epoch 1816 | loss: 0.0312114 | val_loss: 0.0312136 | Time: 1606.33 ms [2022-01-12 10:01:45 main:574] : INFO : Epoch 1817 | loss: 0.0312121 | val_loss: 0.031212 | Time: 1531.21 ms [2022-01-12 10:01:47 main:574] : INFO : Epoch 1818 | loss: 0.0312145 | val_loss: 0.0312151 | Time: 1590.44 ms [2022-01-12 10:01:48 main:574] : INFO : Epoch 1819 | loss: 0.031214 | val_loss: 0.0312147 | Time: 1546.99 ms [2022-01-12 10:01:50 main:574] : INFO : Epoch 1820 | loss: 0.031213 | val_loss: 0.0312132 | Time: 1618.75 ms [2022-01-12 10:01:51 main:574] : INFO : Epoch 1821 | loss: 0.0312127 | val_loss: 0.0312147 | Time: 1565.06 ms [2022-01-12 10:01:53 main:574] : INFO : Epoch 1822 | loss: 0.031212 | val_loss: 0.0312139 | Time: 1591.51 ms [2022-01-12 10:01:54 main:574] : INFO : Epoch 1823 | loss: 0.0312159 | val_loss: 0.0312159 | Time: 1564.15 ms [2022-01-12 10:01:56 main:574] : INFO : Epoch 1824 | loss: 0.031215 | val_loss: 0.0312129 | Time: 1552.87 ms [2022-01-12 10:01:58 main:574] : INFO : Epoch 1825 | loss: 0.031213 | val_loss: 0.031213 | Time: 1541.84 ms [2022-01-12 10:01:59 main:574] : INFO : Epoch 1826 | loss: 0.0312121 | val_loss: 0.0312125 | Time: 1513.79 ms [2022-01-12 10:02:01 main:574] : INFO : Epoch 1827 | loss: 0.0312121 | val_loss: 0.0312134 | Time: 1564.69 ms [2022-01-12 10:02:02 main:574] : INFO : Epoch 1828 | loss: 0.0312112 | val_loss: 0.031213 | Time: 1561.64 ms [2022-01-12 10:02:04 main:574] : INFO : Epoch 1829 | loss: 0.0312111 | val_loss: 0.0312136 | Time: 1570.44 ms [2022-01-12 10:02:05 main:574] : INFO : Epoch 1830 | loss: 0.0312113 | val_loss: 0.031212 | Time: 1539.27 ms [2022-01-12 10:02:07 main:574] : INFO : Epoch 1831 | loss: 0.0312117 | val_loss: 0.0312159 | Time: 1517.59 ms [2022-01-12 10:02:08 main:574] : INFO : Epoch 1832 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 1538.28 ms [2022-01-12 10:02:10 main:574] : INFO : Epoch 1833 | loss: 0.0312127 | val_loss: 0.0312133 | Time: 1547.6 ms [2022-01-12 10:02:12 main:574] : INFO : Epoch 1834 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 1614.9 ms [2022-01-12 10:02:13 main:574] : INFO : Epoch 1835 | loss: 0.0312126 | val_loss: 0.0312145 | Time: 1586.09 ms [2022-01-12 10:02:15 main:574] : INFO : Epoch 1836 | loss: 0.0312155 | val_loss: 0.031213 | Time: 1601.39 ms [2022-01-12 10:02:16 main:574] : INFO : Epoch 1837 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 1555.1 ms [2022-01-12 10:02:18 main:574] : INFO : Epoch 1838 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 1583.23 ms [2022-01-12 10:02:19 main:574] : INFO : Epoch 1839 | loss: 0.0312127 | val_loss: 0.0312158 | Time: 1573.07 ms [2022-01-12 10:02:21 main:574] : INFO : Epoch 1840 | loss: 0.031213 | val_loss: 0.0312181 | Time: 1530.8 ms [2022-01-12 10:02:23 main:574] : INFO : Epoch 1841 | loss: 0.0312144 | val_loss: 0.0312118 | Time: 1578.31 ms [2022-01-12 10:02:24 main:574] : INFO : Epoch 1842 | loss: 0.0312116 | val_loss: 0.0312132 | Time: 1529.25 ms [2022-01-12 10:02:26 main:574] : INFO : Epoch 1843 | loss: 0.0312128 | val_loss: 0.0312127 | Time: 1568.18 ms [2022-01-12 10:02:27 main:574] : INFO : Epoch 1844 | loss: 0.0312117 | val_loss: 0.0312142 | Time: 1537.82 ms [2022-01-12 10:02:29 main:574] : INFO : Epoch 1845 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 1556.4 ms [2022-01-12 10:02:30 main:574] : INFO : Epoch 1846 | loss: 0.0312128 | val_loss: 0.0312201 | Time: 1597.18 ms [2022-01-12 10:02:32 main:574] : INFO : Epoch 1847 | loss: 0.0312128 | val_loss: 0.031212 | Time: 1619.21 ms [2022-01-12 10:02:34 main:574] : INFO : Epoch 1848 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 1550.88 ms [2022-01-12 10:02:35 main:574] : INFO : Epoch 1849 | loss: 0.0312128 | val_loss: 0.0312123 | Time: 1606.44 ms [2022-01-12 10:02:37 main:574] : INFO : Epoch 1850 | loss: 0.0312119 | val_loss: 0.0312128 | Time: 1593.17 ms [2022-01-12 10:02:38 main:574] : INFO : Epoch 1851 | loss: 0.0312135 | val_loss: 0.031227 | Time: 1547.61 ms [2022-01-12 10:02:40 main:574] : INFO : Epoch 1852 | loss: 0.0312156 | val_loss: 0.031214 | Time: 1569.11 ms [2022-01-12 10:02:41 main:574] : INFO : Epoch 1853 | loss: 0.0312139 | val_loss: 0.0312143 | Time: 1536.8 ms [2022-01-12 10:02:43 main:574] : INFO : Epoch 1854 | loss: 0.0312158 | val_loss: 0.0312134 | Time: 1534.32 ms [2022-01-12 10:02:45 main:574] : INFO : Epoch 1855 | loss: 0.0312148 | val_loss: 0.0312169 | Time: 1603.63 ms [2022-01-12 10:02:46 main:574] : INFO : Epoch 1856 | loss: 0.0312124 | val_loss: 0.0312153 | Time: 1631.96 ms [2022-01-12 10:02:48 main:574] : INFO : Epoch 1857 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 1552.35 ms [2022-01-12 10:02:49 main:574] : INFO : Epoch 1858 | loss: 0.0312114 | val_loss: 0.0312185 | Time: 1589.23 ms [2022-01-12 10:02:51 main:574] : INFO : Epoch 1859 | loss: 0.0312139 | val_loss: 0.0312128 | Time: 1607.98 ms [2022-01-12 10:02:52 main:574] : INFO : Epoch 1860 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 1571.82 ms [2022-01-12 10:02:54 main:574] : INFO : Epoch 1861 | loss: 0.031211 | val_loss: 0.0312133 | Time: 1541.71 ms [2022-01-12 10:02:56 main:574] : INFO : Epoch 1862 | loss: 0.0312126 | val_loss: 0.0312127 | Time: 1568.83 ms [2022-01-12 10:02:57 main:574] : INFO : Epoch 1863 | loss: 0.0312127 | val_loss: 0.0312124 | Time: 1482.33 ms [2022-01-12 10:02:59 main:574] : INFO : Epoch 1864 | loss: 0.031211 | val_loss: 0.0312121 | Time: 1550.63 ms [2022-01-12 10:03:00 main:574] : INFO : Epoch 1865 | loss: 0.0312129 | val_loss: 0.0312183 | Time: 1530.09 ms [2022-01-12 10:03:02 main:574] : INFO : Epoch 1866 | loss: 0.0312155 | val_loss: 0.0312129 | Time: 1545.72 ms [2022-01-12 10:03:03 main:574] : INFO : Epoch 1867 | loss: 0.0312134 | val_loss: 0.0312176 | Time: 1643.55 ms [2022-01-12 10:03:05 main:574] : INFO : Epoch 1868 | loss: 0.0312124 | val_loss: 0.0312139 | Time: 1605.34 ms [2022-01-12 10:03:06 main:574] : INFO : Epoch 1869 | loss: 0.0312121 | val_loss: 0.0312143 | Time: 1516.85 ms [2022-01-12 10:03:08 main:574] : INFO : Epoch 1870 | loss: 0.0312111 | val_loss: 0.0312122 | Time: 1490.44 ms [2022-01-12 10:03:10 main:574] : INFO : Epoch 1871 | loss: 0.0312139 | val_loss: 0.0312132 | Time: 1567.97 ms [2022-01-12 10:03:11 main:574] : INFO : Epoch 1872 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 1563.71 ms [2022-01-12 10:03:13 main:574] : INFO : Epoch 1873 | loss: 0.0312125 | val_loss: 0.0312143 | Time: 1574.07 ms [2022-01-12 10:03:14 main:574] : INFO : Epoch 1874 | loss: 0.0312116 | val_loss: 0.0312131 | Time: 1627.14 ms [2022-01-12 10:03:16 main:574] : INFO : Epoch 1875 | loss: 0.0312111 | val_loss: 0.0312146 | Time: 1646.66 ms [2022-01-12 10:03:18 main:574] : INFO : Epoch 1876 | loss: 0.0312115 | val_loss: 0.0312121 | Time: 1745.74 ms [2022-01-12 10:03:19 main:574] : INFO : Epoch 1877 | loss: 0.0312122 | val_loss: 0.0312128 | Time: 1597.56 ms [2022-01-12 10:03:21 main:574] : INFO : Epoch 1878 | loss: 0.0312117 | val_loss: 0.0312139 | Time: 1611.06 ms [2022-01-12 10:03:23 main:574] : INFO : Epoch 1879 | loss: 0.0312125 | val_loss: 0.0312137 | Time: 1616.58 ms [2022-01-12 10:03:24 main:574] : INFO : Epoch 1880 | loss: 0.0312141 | val_loss: 0.0312138 | Time: 1562.03 ms [2022-01-12 10:03:26 main:574] : INFO : Epoch 1881 | loss: 0.0312114 | val_loss: 0.031215 | Time: 1527.42 ms [2022-01-12 10:03:27 main:574] : INFO : Epoch 1882 | loss: 0.0312108 | val_loss: 0.0312124 | Time: 1573.06 ms [2022-01-12 10:03:29 main:574] : INFO : Epoch 1883 | loss: 0.0312117 | val_loss: 0.0312158 | Time: 1546.38 ms [2022-01-12 10:03:30 main:574] : INFO : Epoch 1884 | loss: 0.0312163 | val_loss: 0.0312127 | Time: 1553.99 ms [2022-01-12 10:03:32 main:574] : INFO : Epoch 1885 | loss: 0.031215 | val_loss: 0.0312155 | Time: 1600.51 ms [2022-01-12 10:03:34 main:574] : INFO : Epoch 1886 | loss: 0.0312132 | val_loss: 0.0312142 | Time: 1596.92 ms [2022-01-12 10:03:35 main:574] : INFO : Epoch 1887 | loss: 0.0312116 | val_loss: 0.0312118 | Time: 1568.72 ms [2022-01-12 10:03:37 main:574] : INFO : Epoch 1888 | loss: 0.0312129 | val_loss: 0.0312158 | Time: 1524 ms [2022-01-12 10:03:38 main:574] : INFO : Epoch 1889 | loss: 0.0312115 | val_loss: 0.0312124 | Time: 1601.34 ms [2022-01-12 10:03:40 main:574] : INFO : Epoch 1890 | loss: 0.0312113 | val_loss: 0.0312136 | Time: 1525.84 ms [2022-01-12 10:03:41 main:574] : INFO : Epoch 1891 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 1522.81 ms [2022-01-12 10:03:43 main:574] : INFO : Epoch 1892 | loss: 0.0312109 | val_loss: 0.0312179 | Time: 1477.24 ms [2022-01-12 10:03:44 main:574] : INFO : Epoch 1893 | loss: 0.0312131 | val_loss: 0.0312123 | Time: 1523.23 ms [2022-01-12 10:03:46 main:574] : INFO : Epoch 1894 | loss: 0.0312141 | val_loss: 0.0312141 | Time: 1636.03 ms [2022-01-12 10:03:48 main:574] : INFO : Epoch 1895 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 1569.72 ms [2022-01-12 10:03:49 main:574] : INFO : Epoch 1896 | loss: 0.0312118 | val_loss: 0.0312126 | Time: 1546.55 ms [2022-01-12 10:03:51 main:574] : INFO : Epoch 1897 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 1539.15 ms [2022-01-12 10:03:52 main:574] : INFO : Epoch 1898 | loss: 0.0312124 | val_loss: 0.0312146 | Time: 1537.56 ms [2022-01-12 10:03:54 main:574] : INFO : Epoch 1899 | loss: 0.0312127 | val_loss: 0.0312157 | Time: 1619.13 ms [2022-01-12 10:03:55 main:574] : INFO : Epoch 1900 | loss: 0.031211 | val_loss: 0.0312124 | Time: 1549.69 ms [2022-01-12 10:03:57 main:574] : INFO : Epoch 1901 | loss: 0.0312127 | val_loss: 0.031214 | Time: 1533.45 ms [2022-01-12 10:03:58 main:574] : INFO : Epoch 1902 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 1532.63 ms [2022-01-12 10:04:00 main:574] : INFO : Epoch 1903 | loss: 0.031211 | val_loss: 0.0312152 | Time: 1563.43 ms [2022-01-12 10:04:01 main:574] : INFO : Epoch 1904 | loss: 0.0312128 | val_loss: 0.0312121 | Time: 1465.13 ms [2022-01-12 10:04:03 main:574] : INFO : Epoch 1905 | loss: 0.031211 | val_loss: 0.0312121 | Time: 1547.92 ms [2022-01-12 10:04:05 main:574] : INFO : Epoch 1906 | loss: 0.0312129 | val_loss: 0.0312149 | Time: 1546.1 ms [2022-01-12 10:04:06 main:574] : INFO : Epoch 1907 | loss: 0.0312133 | val_loss: 0.031217 | Time: 1592.96 ms [2022-01-12 10:04:08 main:574] : INFO : Epoch 1908 | loss: 0.0312135 | val_loss: 0.0312115 | Time: 1554.29 ms [2022-01-12 10:04:09 main:574] : INFO : Epoch 1909 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 1538.72 ms [2022-01-12 10:04:11 main:574] : INFO : Epoch 1910 | loss: 0.0312125 | val_loss: 0.031214 | Time: 1580.61 ms [2022-01-12 10:04:12 main:574] : INFO : Epoch 1911 | loss: 0.0312115 | val_loss: 0.0312125 | Time: 1521.47 ms [2022-01-12 10:04:14 main:574] : INFO : Epoch 1912 | loss: 0.03121 | val_loss: 0.0312117 | Time: 1570.36 ms [2022-01-12 10:04:15 main:574] : INFO : Epoch 1913 | loss: 0.031211 | val_loss: 0.0312117 | Time: 1543.64 ms [2022-01-12 10:04:17 main:574] : INFO : Epoch 1914 | loss: 0.0312106 | val_loss: 0.0312143 | Time: 1576.59 ms [2022-01-12 10:04:19 main:574] : INFO : Epoch 1915 | loss: 0.0312106 | val_loss: 0.0312115 | Time: 1616.64 ms [2022-01-12 10:04:20 main:574] : INFO : Epoch 1916 | loss: 0.0312128 | val_loss: 0.0312119 | Time: 1654.47 ms [2022-01-12 10:04:22 main:574] : INFO : Epoch 1917 | loss: 0.0312105 | val_loss: 0.0312123 | Time: 1576.04 ms [2022-01-12 10:04:23 main:574] : INFO : Epoch 1918 | loss: 0.0312145 | val_loss: 0.031223 | Time: 1487.06 ms [2022-01-12 10:04:25 main:574] : INFO : Epoch 1919 | loss: 0.0312154 | val_loss: 0.0312144 | Time: 1599.67 ms [2022-01-12 10:04:27 main:574] : INFO : Epoch 1920 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 1565.14 ms [2022-01-12 10:04:28 main:574] : INFO : Epoch 1921 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 1598.97 ms [2022-01-12 10:04:30 main:574] : INFO : Epoch 1922 | loss: 0.0312099 | val_loss: 0.031212 | Time: 1579.46 ms [2022-01-12 10:04:31 main:574] : INFO : Epoch 1923 | loss: 0.0312102 | val_loss: 0.031213 | Time: 1618.1 ms [2022-01-12 10:04:33 main:574] : INFO : Epoch 1924 | loss: 0.0312122 | val_loss: 0.0312118 | Time: 1527.79 ms [2022-01-12 10:04:34 main:574] : INFO : Epoch 1925 | loss: 0.0312129 | val_loss: 0.0312121 | Time: 1570.14 ms [2022-01-12 10:04:36 main:574] : INFO : Epoch 1926 | loss: 0.031211 | val_loss: 0.0312121 | Time: 1571.12 ms [2022-01-12 10:04:38 main:574] : INFO : Epoch 1927 | loss: 0.03121 | val_loss: 0.0312124 | Time: 1584.21 ms [2022-01-12 10:04:39 main:574] : INFO : Epoch 1928 | loss: 0.0312105 | val_loss: 0.0312148 | Time: 1558.86 ms [2022-01-12 10:04:41 main:574] : INFO : Epoch 1929 | loss: 0.0312102 | val_loss: 0.0312116 | Time: 1600.2 ms [2022-01-12 10:04:42 main:574] : INFO : Epoch 1930 | loss: 0.0312116 | val_loss: 0.0312116 | Time: 1608.72 ms [2022-01-12 10:04:44 main:574] : INFO : Epoch 1931 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 1601.57 ms [2022-01-12 10:04:46 main:574] : INFO : Epoch 1932 | loss: 0.031211 | val_loss: 0.0312137 | Time: 1621.55 ms [2022-01-12 10:04:47 main:574] : INFO : Epoch 1933 | loss: 0.0312134 | val_loss: 0.0312184 | Time: 1547.17 ms [2022-01-12 10:04:49 main:574] : INFO : Epoch 1934 | loss: 0.0312119 | val_loss: 0.031214 | Time: 1544.01 ms [2022-01-12 10:04:50 main:574] : INFO : Epoch 1935 | loss: 0.031211 | val_loss: 0.0312124 | Time: 1560.81 ms [2022-01-12 10:04:52 main:574] : INFO : Epoch 1936 | loss: 0.0312104 | val_loss: 0.0312128 | Time: 1566.57 ms [2022-01-12 10:04:53 main:574] : INFO : Epoch 1937 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 1520.04 ms [2022-01-12 10:04:55 main:574] : INFO : Epoch 1938 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 1548.06 ms [2022-01-12 10:04:56 main:574] : INFO : Epoch 1939 | loss: 0.0312105 | val_loss: 0.0312133 | Time: 1580.27 ms [2022-01-12 10:04:58 main:574] : INFO : Epoch 1940 | loss: 0.0312125 | val_loss: 0.0312186 | Time: 1530.4 ms [2022-01-12 10:05:00 main:574] : INFO : Epoch 1941 | loss: 0.0312123 | val_loss: 0.0312112 | Time: 1579.78 ms [2022-01-12 10:05:01 main:574] : INFO : Epoch 1942 | loss: 0.0312104 | val_loss: 0.0312187 | Time: 1542.79 ms [2022-01-12 10:05:03 main:574] : INFO : Epoch 1943 | loss: 0.0312126 | val_loss: 0.0312193 | Time: 1587.07 ms [2022-01-12 10:05:04 main:574] : INFO : Epoch 1944 | loss: 0.031212 | val_loss: 0.0312116 | Time: 1532.62 ms [2022-01-12 10:05:06 main:574] : INFO : Epoch 1945 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 1540.07 ms [2022-01-12 10:05:07 main:574] : INFO : Epoch 1946 | loss: 0.0312103 | val_loss: 0.0312122 | Time: 1517.64 ms [2022-01-12 10:05:09 main:574] : INFO : Epoch 1947 | loss: 0.0312106 | val_loss: 0.0312206 | Time: 1585.42 ms [2022-01-12 10:05:10 main:574] : INFO : Epoch 1948 | loss: 0.0312125 | val_loss: 0.0312133 | Time: 1557.96 ms [2022-01-12 10:05:12 main:574] : INFO : Epoch 1949 | loss: 0.031212 | val_loss: 0.0312116 | Time: 1571.56 ms [2022-01-12 10:05:14 main:574] : INFO : Epoch 1950 | loss: 0.0312111 | val_loss: 0.0312128 | Time: 1627.93 ms [2022-01-12 10:05:15 main:574] : INFO : Epoch 1951 | loss: 0.0312106 | val_loss: 0.0312142 | Time: 1570.92 ms [2022-01-12 10:05:17 main:574] : INFO : Epoch 1952 | loss: 0.0312164 | val_loss: 0.0312256 | Time: 1583.69 ms [2022-01-12 10:05:18 main:574] : INFO : Epoch 1953 | loss: 0.0312177 | val_loss: 0.0312166 | Time: 1522.74 ms [2022-01-12 10:05:20 main:574] : INFO : Epoch 1954 | loss: 0.0312131 | val_loss: 0.031213 | Time: 1556.33 ms [2022-01-12 10:05:22 main:574] : INFO : Epoch 1955 | loss: 0.0312096 | val_loss: 0.0312123 | Time: 1578.87 ms [2022-01-12 10:05:23 main:574] : INFO : Epoch 1956 | loss: 0.0312125 | val_loss: 0.031213 | Time: 1581.82 ms [2022-01-12 10:05:25 main:574] : INFO : Epoch 1957 | loss: 0.0312123 | val_loss: 0.0312113 | Time: 1567.49 ms [2022-01-12 10:05:26 main:574] : INFO : Epoch 1958 | loss: 0.0312102 | val_loss: 0.0312115 | Time: 1542.47 ms [2022-01-12 10:05:28 main:574] : INFO : Epoch 1959 | loss: 0.031212 | val_loss: 0.0312114 | Time: 1595.74 ms [2022-01-12 10:05:29 main:574] : INFO : Epoch 1960 | loss: 0.0312114 | val_loss: 0.0312158 | Time: 1593.53 ms [2022-01-12 10:05:31 main:574] : INFO : Epoch 1961 | loss: 0.0312125 | val_loss: 0.0312115 | Time: 1544.79 ms [2022-01-12 10:05:33 main:574] : INFO : Epoch 1962 | loss: 0.0312145 | val_loss: 0.0312196 | Time: 1568.04 ms [2022-01-12 10:05:34 main:574] : INFO : Epoch 1963 | loss: 0.0312141 | val_loss: 0.0312115 | Time: 1593.75 ms [2022-01-12 10:05:36 main:574] : INFO : Epoch 1964 | loss: 0.0312123 | val_loss: 0.03122 | Time: 1585 ms [2022-01-12 10:05:37 main:574] : INFO : Epoch 1965 | loss: 0.0312166 | val_loss: 0.0312231 | Time: 1527.19 ms [2022-01-12 10:05:39 main:574] : INFO : Epoch 1966 | loss: 0.0312129 | val_loss: 0.0312112 | Time: 1597.21 ms [2022-01-12 10:05:40 main:574] : INFO : Epoch 1967 | loss: 0.0312101 | val_loss: 0.0312115 | Time: 1575.48 ms [2022-01-12 10:05:42 main:574] : INFO : Epoch 1968 | loss: 0.0312089 | val_loss: 0.0312121 | Time: 1553.5 ms [2022-01-12 10:05:44 main:574] : INFO : Epoch 1969 | loss: 0.0312107 | val_loss: 0.0312115 | Time: 1568.3 ms [2022-01-12 10:05:45 main:574] : INFO : Epoch 1970 | loss: 0.0312111 | val_loss: 0.0312132 | Time: 1604.95 ms [2022-01-12 10:05:47 main:574] : INFO : Epoch 1971 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 1559.88 ms [2022-01-12 10:05:48 main:574] : INFO : Epoch 1972 | loss: 0.0312096 | val_loss: 0.0312156 | Time: 1568.8 ms [2022-01-12 10:05:50 main:574] : INFO : Epoch 1973 | loss: 0.0312093 | val_loss: 0.0312123 | Time: 1582.29 ms [2022-01-12 10:05:51 main:574] : INFO : Epoch 1974 | loss: 0.0312101 | val_loss: 0.031211 | Time: 1545.13 ms [2022-01-12 10:05:53 main:574] : INFO : Epoch 1975 | loss: 0.0312101 | val_loss: 0.0312117 | Time: 1544.42 ms [2022-01-12 10:05:55 main:574] : INFO : Epoch 1976 | loss: 0.031212 | val_loss: 0.0312145 | Time: 1554.99 ms [2022-01-12 10:05:56 main:574] : INFO : Epoch 1977 | loss: 0.0312124 | val_loss: 0.031218 | Time: 1510.87 ms [2022-01-12 10:05:58 main:574] : INFO : Epoch 1978 | loss: 0.0312143 | val_loss: 0.0312122 | Time: 1549.46 ms [2022-01-12 10:05:59 main:574] : INFO : Epoch 1979 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 1581.43 ms [2022-01-12 10:06:01 main:574] : INFO : Epoch 1980 | loss: 0.0312118 | val_loss: 0.0312115 | Time: 1582.97 ms [2022-01-12 10:06:02 main:574] : INFO : Epoch 1981 | loss: 0.0312115 | val_loss: 0.0312117 | Time: 1568.91 ms [2022-01-12 10:06:04 main:574] : INFO : Epoch 1982 | loss: 0.0312092 | val_loss: 0.0312154 | Time: 1528.53 ms [2022-01-12 10:06:05 main:574] : INFO : Epoch 1983 | loss: 0.0312115 | val_loss: 0.0312121 | Time: 1580.83 ms [2022-01-12 10:06:07 main:574] : INFO : Epoch 1984 | loss: 0.0312111 | val_loss: 0.031212 | Time: 1622.95 ms [2022-01-12 10:06:09 main:574] : INFO : Epoch 1985 | loss: 0.0312125 | val_loss: 0.0312128 | Time: 1592.63 ms [2022-01-12 10:06:10 main:574] : INFO : Epoch 1986 | loss: 0.031209 | val_loss: 0.031211 | Time: 1619.97 ms [2022-01-12 10:06:12 main:574] : INFO : Epoch 1987 | loss: 0.0312096 | val_loss: 0.0312111 | Time: 1581.17 ms [2022-01-12 10:06:13 main:574] : INFO : Epoch 1988 | loss: 0.0312097 | val_loss: 0.0312107 | Time: 1610.08 ms [2022-01-12 10:06:15 main:574] : INFO : Epoch 1989 | loss: 0.0312108 | val_loss: 0.0312114 | Time: 1575.7 ms [2022-01-12 10:06:17 main:574] : INFO : Epoch 1990 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 1519.26 ms [2022-01-12 10:06:18 main:574] : INFO : Epoch 1991 | loss: 0.0312108 | val_loss: 0.0312127 | Time: 1511.81 ms [2022-01-12 10:06:20 main:574] : INFO : Epoch 1992 | loss: 0.0312094 | val_loss: 0.0312149 | Time: 1568.92 ms [2022-01-12 10:06:21 main:574] : INFO : Epoch 1993 | loss: 0.0312102 | val_loss: 0.0312207 | Time: 1631.82 ms [2022-01-12 10:06:23 main:574] : INFO : Epoch 1994 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 1591.64 ms [2022-01-12 10:06:24 main:574] : INFO : Epoch 1995 | loss: 0.0312105 | val_loss: 0.0312113 | Time: 1517.26 ms [2022-01-12 10:06:26 main:574] : INFO : Epoch 1996 | loss: 0.0312108 | val_loss: 0.0312145 | Time: 1524.97 ms [2022-01-12 10:06:28 main:574] : INFO : Epoch 1997 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 1617.78 ms [2022-01-12 10:06:29 main:574] : INFO : Epoch 1998 | loss: 0.0312103 | val_loss: 0.031214 | Time: 1571.25 ms [2022-01-12 10:06:31 main:574] : INFO : Epoch 1999 | loss: 0.0312087 | val_loss: 0.031211 | Time: 1552.7 ms [2022-01-12 10:06:32 main:574] : INFO : Epoch 2000 | loss: 0.0312086 | val_loss: 0.0312154 | Time: 1551.03 ms [2022-01-12 10:06:34 main:574] : INFO : Epoch 2001 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 1553.82 ms [2022-01-12 10:06:35 main:574] : INFO : Epoch 2002 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 1618.2 ms [2022-01-12 10:06:37 main:574] : INFO : Epoch 2003 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 1557.6 ms [2022-01-12 10:06:39 main:574] : INFO : Epoch 2004 | loss: 0.0312122 | val_loss: 0.031214 | Time: 1575.76 ms [2022-01-12 10:06:40 main:574] : INFO : Epoch 2005 | loss: 0.0312111 | val_loss: 0.031211 | Time: 1609.66 ms [2022-01-12 10:06:42 main:574] : INFO : Epoch 2006 | loss: 0.03121 | val_loss: 0.031212 | Time: 1571.73 ms [2022-01-12 10:06:43 main:574] : INFO : Epoch 2007 | loss: 0.031209 | val_loss: 0.0312103 | Time: 1581.68 ms [2022-01-12 10:06:45 main:574] : INFO : Epoch 2008 | loss: 0.0312095 | val_loss: 0.0312123 | Time: 1609.77 ms [2022-01-12 10:06:46 main:574] : INFO : Epoch 2009 | loss: 0.0312111 | val_loss: 0.0312137 | Time: 1549.49 ms [2022-01-12 10:06:48 main:574] : INFO : Epoch 2010 | loss: 0.03121 | val_loss: 0.0312132 | Time: 1531.41 ms [2022-01-12 10:06:50 main:574] : INFO : Epoch 2011 | loss: 0.0312101 | val_loss: 0.0312105 | Time: 1608.05 ms [2022-01-12 10:06:51 main:574] : INFO : Epoch 2012 | loss: 0.0312082 | val_loss: 0.0312139 | Time: 1598.25 ms [2022-01-12 10:06:53 main:574] : INFO : Epoch 2013 | loss: 0.0312114 | val_loss: 0.0312198 | Time: 1584.59 ms [2022-01-12 10:06:54 main:574] : INFO : Epoch 2014 | loss: 0.03121 | val_loss: 0.0312108 | Time: 1580.99 ms [2022-01-12 10:06:56 main:574] : INFO : Epoch 2015 | loss: 0.0312085 | val_loss: 0.0312105 | Time: 1573.59 ms [2022-01-12 10:06:58 main:574] : INFO : Epoch 2016 | loss: 0.0312081 | val_loss: 0.0312106 | Time: 1569 ms [2022-01-12 10:06:59 main:574] : INFO : Epoch 2017 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 1604.41 ms [2022-01-12 10:07:01 main:574] : INFO : Epoch 2018 | loss: 0.0312105 | val_loss: 0.0312105 | Time: 1562.92 ms [2022-01-12 10:07:02 main:574] : INFO : Epoch 2019 | loss: 0.0312102 | val_loss: 0.0312179 | Time: 1534.48 ms [2022-01-12 10:07:04 main:574] : INFO : Epoch 2020 | loss: 0.0312105 | val_loss: 0.0312108 | Time: 1558.05 ms [2022-01-12 10:07:05 main:574] : INFO : Epoch 2021 | loss: 0.0312081 | val_loss: 0.0312107 | Time: 1560.16 ms [2022-01-12 10:07:07 main:574] : INFO : Epoch 2022 | loss: 0.0312102 | val_loss: 0.0312114 | Time: 1541.24 ms [2022-01-12 10:07:09 main:574] : INFO : Epoch 2023 | loss: 0.0312087 | val_loss: 0.0312127 | Time: 1567.91 ms [2022-01-12 10:07:10 main:574] : INFO : Epoch 2024 | loss: 0.0312094 | val_loss: 0.0312106 | Time: 1528.87 ms [2022-01-12 10:07:12 main:574] : INFO : Epoch 2025 | loss: 0.0312095 | val_loss: 0.0312102 | Time: 1583.62 ms [2022-01-12 10:07:13 main:574] : INFO : Epoch 2026 | loss: 0.0312086 | val_loss: 0.0312109 | Time: 1588.88 ms [2022-01-12 10:07:15 main:574] : INFO : Epoch 2027 | loss: 0.0312121 | val_loss: 0.0312159 | Time: 1568.33 ms [2022-01-12 10:07:16 main:574] : INFO : Epoch 2028 | loss: 0.031209 | val_loss: 0.0312132 | Time: 1509.02 ms [2022-01-12 10:07:18 main:574] : INFO : Epoch 2029 | loss: 0.0312084 | val_loss: 0.0312118 | Time: 1542.66 ms [2022-01-12 10:07:19 main:574] : INFO : Epoch 2030 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 1573.91 ms [2022-01-12 10:07:21 main:574] : INFO : Epoch 2031 | loss: 0.0312083 | val_loss: 0.0312108 | Time: 1545.59 ms [2022-01-12 10:07:22 main:574] : INFO : Epoch 2032 | loss: 0.0312086 | val_loss: 0.0312108 | Time: 1524.57 ms [2022-01-12 10:07:24 main:574] : INFO : Epoch 2033 | loss: 0.0312086 | val_loss: 0.0312101 | Time: 1578.42 ms [2022-01-12 10:07:26 main:574] : INFO : Epoch 2034 | loss: 0.0312089 | val_loss: 0.0312128 | Time: 1643.24 ms [2022-01-12 10:07:27 main:574] : INFO : Epoch 2035 | loss: 0.0312101 | val_loss: 0.0312122 | Time: 1621.68 ms [2022-01-12 10:07:29 main:574] : INFO : Epoch 2036 | loss: 0.0312087 | val_loss: 0.0312145 | Time: 1559.09 ms [2022-01-12 10:07:30 main:574] : INFO : Epoch 2037 | loss: 0.0312123 | val_loss: 0.0312206 | Time: 1557.02 ms [2022-01-12 10:07:32 main:574] : INFO : Epoch 2038 | loss: 0.0312133 | val_loss: 0.031214 | Time: 1539.95 ms [2022-01-12 10:07:34 main:574] : INFO : Epoch 2039 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 1614.21 ms [2022-01-12 10:07:35 main:574] : INFO : Epoch 2040 | loss: 0.0312112 | val_loss: 0.0312134 | Time: 1565.59 ms [2022-01-12 10:07:37 main:574] : INFO : Epoch 2041 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 1525.78 ms [2022-01-12 10:07:38 main:574] : INFO : Epoch 2042 | loss: 0.031212 | val_loss: 0.0312138 | Time: 1534.65 ms [2022-01-12 10:07:40 main:574] : INFO : Epoch 2043 | loss: 0.0312092 | val_loss: 0.0312118 | Time: 1604.76 ms [2022-01-12 10:07:41 main:574] : INFO : Epoch 2044 | loss: 0.0312099 | val_loss: 0.0312108 | Time: 1563.66 ms [2022-01-12 10:07:43 main:574] : INFO : Epoch 2045 | loss: 0.0312109 | val_loss: 0.0312145 | Time: 1621.02 ms [2022-01-12 10:07:45 main:574] : INFO : Epoch 2046 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 1552.72 ms [2022-01-12 10:07:46 main:574] : INFO : Epoch 2047 | loss: 0.0312102 | val_loss: 0.031211 | Time: 1520.84 ms [2022-01-12 10:07:48 main:574] : INFO : Epoch 2048 | loss: 0.031212 | val_loss: 0.0312102 | Time: 1502.96 ms [2022-01-12 10:07:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312102 [2022-01-12 10:07:48 main:603] : INFO : Saving end state to config to file [2022-01-12 10:07:48 main:608] : INFO : Success, exiting.. 10:07:48 (7784): 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)