Task 5546342
| Name | ParityMachine-1625097641-27222-0_0 |
| Workunit | 3395169 |
| Created | 1 Jul 2021, 0:00:46 UTC |
| Sent | 5 Jul 2021, 12:38:20 UTC |
| Report deadline | 13 Jul 2021, 12:38:20 UTC |
| Received | 5 Jul 2021, 15:15:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 2 hours 36 min 32 sec |
| CPU time | 2 hours 35 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311303 | val_loss: 0.0311797 | Time: 4609.97 ms [2021-07-05 16:36:14 main:574] : INFO : Epoch 1543 | loss: 0.031131 | val_loss: 0.031194 | Time: 4618.53 ms [2021-07-05 16:36:19 main:574] : INFO : Epoch 1544 | loss: 0.0311247 | val_loss: 0.0311856 | Time: 4611.78 ms [2021-07-05 16:36:23 main:574] : INFO : Epoch 1545 | loss: 0.0311262 | val_loss: 0.0311817 | Time: 4614.46 ms [2021-07-05 16:36:28 main:574] : INFO : Epoch 1546 | loss: 0.0311241 | val_loss: 0.0311921 | Time: 4610.82 ms [2021-07-05 16:36:33 main:574] : INFO : Epoch 1547 | loss: 0.0311205 | val_loss: 0.0311856 | Time: 4619.47 ms [2021-07-05 16:36:37 main:574] : INFO : Epoch 1548 | loss: 0.0311211 | val_loss: 0.0311742 | Time: 4619.38 ms [2021-07-05 16:36:42 main:574] : INFO : Epoch 1549 | loss: 0.0311252 | val_loss: 0.0311976 | Time: 4612.68 ms [2021-07-05 16:36:47 main:574] : INFO : Epoch 1550 | loss: 0.0311208 | val_loss: 0.0311911 | Time: 4608.96 ms [2021-07-05 16:36:51 main:574] : INFO : Epoch 1551 | loss: 0.0311264 | val_loss: 0.031207 | Time: 4620.35 ms [2021-07-05 16:36:56 main:574] : INFO : Epoch 1552 | loss: 0.0311255 | val_loss: 0.0312044 | Time: 4608.13 ms [2021-07-05 16:37:00 main:574] : INFO : Epoch 1553 | loss: 0.0311256 | val_loss: 0.031193 | Time: 4612.11 ms [2021-07-05 16:37:05 main:574] : INFO : Epoch 1554 | loss: 0.0311202 | val_loss: 0.031188 | Time: 4604.79 ms [2021-07-05 16:37:10 main:574] : INFO : Epoch 1555 | loss: 0.0311184 | val_loss: 0.0311901 | Time: 4609.54 ms [2021-07-05 16:37:14 main:574] : INFO : Epoch 1556 | loss: 0.0311225 | val_loss: 0.0311976 | Time: 4618.82 ms [2021-07-05 16:37:19 main:574] : INFO : Epoch 1557 | loss: 0.0311229 | val_loss: 0.0311771 | Time: 4620.99 ms [2021-07-05 16:37:24 main:574] : INFO : Epoch 1558 | loss: 0.0311286 | val_loss: 0.0311891 | Time: 4618.11 ms [2021-07-05 16:37:28 main:574] : INFO : Epoch 1559 | loss: 0.0311213 | val_loss: 0.0311799 | Time: 4611.75 ms [2021-07-05 16:37:33 main:574] : INFO : Epoch 1560 | loss: 0.0311189 | val_loss: 0.0311844 | Time: 4612.49 ms [2021-07-05 16:37:37 main:574] : INFO : Epoch 1561 | loss: 0.0311209 | val_loss: 0.031184 | Time: 4612.98 ms [2021-07-05 16:37:42 main:574] : INFO : Epoch 1562 | loss: 0.0311211 | val_loss: 0.0311862 | Time: 4605.94 ms [2021-07-05 16:37:47 main:574] : INFO : Epoch 1563 | loss: 0.0311218 | val_loss: 0.0311889 | Time: 4617.34 ms [2021-07-05 16:37:51 main:574] : INFO : Epoch 1564 | loss: 0.0311219 | val_loss: 0.0312027 | Time: 4623.53 ms [2021-07-05 16:37:56 main:574] : INFO : Epoch 1565 | loss: 0.0311247 | val_loss: 0.0311896 | Time: 4618.89 ms [2021-07-05 16:38:00 main:574] : INFO : Epoch 1566 | loss: 0.031122 | val_loss: 0.0311859 | Time: 4613.66 ms [2021-07-05 16:38:05 main:574] : INFO : Epoch 1567 | loss: 0.0311213 | val_loss: 0.0311865 | Time: 4604.85 ms [2021-07-05 16:38:10 main:574] : INFO : Epoch 1568 | loss: 0.0311182 | val_loss: 0.0311928 | Time: 4620.22 ms [2021-07-05 16:38:14 main:574] : INFO : Epoch 1569 | loss: 0.0311248 | val_loss: 0.0311846 | Time: 4609.22 ms [2021-07-05 16:38:19 main:574] : INFO : Epoch 1570 | loss: 0.0311183 | val_loss: 0.0311912 | Time: 4614.3 ms [2021-07-05 16:38:24 main:574] : INFO : Epoch 1571 | loss: 0.0311157 | val_loss: 0.0312051 | Time: 4614.61 ms [2021-07-05 16:38:28 main:574] : INFO : Epoch 1572 | loss: 0.0311239 | val_loss: 0.0312145 | Time: 4609.06 ms [2021-07-05 16:38:33 main:574] : INFO : Epoch 1573 | loss: 0.0311289 | val_loss: 0.0311934 | Time: 4617.36 ms [2021-07-05 16:38:37 main:574] : INFO : Epoch 1574 | loss: 0.0311263 | val_loss: 0.0311897 | Time: 4616.24 ms [2021-07-05 16:38:42 main:574] : INFO : Epoch 1575 | loss: 0.0311296 | val_loss: 0.0311803 | Time: 4620.82 ms [2021-07-05 16:38:47 main:574] : INFO : Epoch 1576 | loss: 0.0311274 | val_loss: 0.0311865 | Time: 4621.95 ms [2021-07-05 16:38:51 main:574] : INFO : Epoch 1577 | loss: 0.0311216 | val_loss: 0.0311867 | Time: 4623.59 ms [2021-07-05 16:38:56 main:574] : INFO : Epoch 1578 | loss: 0.0311226 | val_loss: 0.0311918 | Time: 4621.18 ms [2021-07-05 16:39:01 main:574] : INFO : Epoch 1579 | loss: 0.0311169 | val_loss: 0.0311825 | Time: 4620.82 ms [2021-07-05 16:39:05 main:574] : INFO : Epoch 1580 | loss: 0.0311193 | val_loss: 0.0311961 | Time: 4608.59 ms [2021-07-05 16:39:10 main:574] : INFO : Epoch 1581 | loss: 0.0311167 | val_loss: 0.0311883 | Time: 4606.15 ms [2021-07-05 16:39:14 main:574] : INFO : Epoch 1582 | loss: 0.0311167 | val_loss: 0.0312011 | Time: 4617.12 ms [2021-07-05 16:39:19 main:574] : INFO : Epoch 1583 | loss: 0.0311161 | val_loss: 0.0312012 | Time: 4617.49 ms [2021-07-05 16:39:24 main:574] : INFO : Epoch 1584 | loss: 0.0311173 | val_loss: 0.0311891 | Time: 4618.73 ms [2021-07-05 16:39:28 main:574] : INFO : Epoch 1585 | loss: 0.031117 | val_loss: 0.0311826 | Time: 4613.61 ms [2021-07-05 16:39:33 main:574] : INFO : Epoch 1586 | loss: 0.031118 | val_loss: 0.0311783 | Time: 4618.41 ms [2021-07-05 16:39:38 main:574] : INFO : Epoch 1587 | loss: 0.031124 | val_loss: 0.0311886 | Time: 4610.12 ms [2021-07-05 16:39:42 main:574] : INFO : Epoch 1588 | loss: 0.0311187 | val_loss: 0.0311832 | Time: 4615.56 ms [2021-07-05 16:39:47 main:574] : INFO : Epoch 1589 | loss: 0.0311191 | val_loss: 0.0312045 | Time: 4614.4 ms [2021-07-05 16:39:51 main:574] : INFO : Epoch 1590 | loss: 0.0311184 | val_loss: 0.031187 | Time: 4611.75 ms [2021-07-05 16:39:56 main:574] : INFO : Epoch 1591 | loss: 0.0311154 | val_loss: 0.0311935 | Time: 4608.66 ms [2021-07-05 16:40:01 main:574] : INFO : Epoch 1592 | loss: 0.0311175 | val_loss: 0.0311902 | Time: 4617.06 ms [2021-07-05 16:40:05 main:574] : INFO : Epoch 1593 | loss: 0.0311227 | val_loss: 0.031194 | Time: 4596.7 ms [2021-07-05 16:40:10 main:574] : INFO : Epoch 1594 | loss: 0.0311187 | val_loss: 0.0312012 | Time: 4603.86 ms [2021-07-05 16:40:14 main:574] : INFO : Epoch 1595 | loss: 0.0311192 | val_loss: 0.0311958 | Time: 4593.65 ms [2021-07-05 16:40:19 main:574] : INFO : Epoch 1596 | loss: 0.0311213 | val_loss: 0.0311728 | Time: 4606.09 ms [2021-07-05 16:40:24 main:574] : INFO : Epoch 1597 | loss: 0.0311244 | val_loss: 0.0312127 | Time: 4594.48 ms [2021-07-05 16:40:28 main:574] : INFO : Epoch 1598 | loss: 0.0311208 | val_loss: 0.0311821 | Time: 4600.89 ms [2021-07-05 16:40:33 main:574] : INFO : Epoch 1599 | loss: 0.0311186 | val_loss: 0.0311971 | Time: 4608.11 ms [2021-07-05 16:40:38 main:574] : INFO : Epoch 1600 | loss: 0.0311197 | val_loss: 0.0311931 | Time: 4603.69 ms [2021-07-05 16:40:42 main:574] : INFO : Epoch 1601 | loss: 0.031123 | val_loss: 0.0311936 | Time: 4610.28 ms [2021-07-05 16:40:47 main:574] : INFO : Epoch 1602 | loss: 0.031121 | val_loss: 0.0311981 | Time: 4611.81 ms [2021-07-05 16:40:51 main:574] : INFO : Epoch 1603 | loss: 0.0311179 | val_loss: 0.0311772 | Time: 4630.05 ms [2021-07-05 16:40:56 main:574] : INFO : Epoch 1604 | loss: 0.0311223 | val_loss: 0.0312017 | Time: 4619.5 ms [2021-07-05 16:41:01 main:574] : INFO : Epoch 1605 | loss: 0.0311195 | val_loss: 0.0311857 | Time: 4625.15 ms [2021-07-05 16:41:05 main:574] : INFO : Epoch 1606 | loss: 0.0311168 | val_loss: 0.0311987 | Time: 4613.21 ms [2021-07-05 16:41:10 main:574] : INFO : Epoch 1607 | loss: 0.031118 | val_loss: 0.031193 | Time: 4633.29 ms [2021-07-05 16:41:15 main:574] : INFO : Epoch 1608 | loss: 0.0311508 | val_loss: 0.0311777 | Time: 4619.65 ms [2021-07-05 16:41:19 main:574] : INFO : Epoch 1609 | loss: 0.0311597 | val_loss: 0.0311749 | Time: 4614.6 ms [2021-07-05 16:41:24 main:574] : INFO : Epoch 1610 | loss: 0.0311556 | val_loss: 0.0311748 | Time: 4610.68 ms [2021-07-05 16:41:28 main:574] : INFO : Epoch 1611 | loss: 0.031153 | val_loss: 0.0311827 | Time: 4628.75 ms [2021-07-05 16:41:33 main:574] : INFO : Epoch 1612 | loss: 0.0311495 | val_loss: 0.0311761 | Time: 4608.08 ms [2021-07-05 16:41:38 main:574] : INFO : Epoch 1613 | loss: 0.0311449 | val_loss: 0.0311728 | Time: 4611.04 ms [2021-07-05 16:41:42 main:574] : INFO : Epoch 1614 | loss: 0.0311408 | val_loss: 0.0311799 | Time: 4608.8 ms [2021-07-05 16:41:47 main:574] : INFO : Epoch 1615 | loss: 0.0311452 | val_loss: 0.0311796 | Time: 4609.36 ms [2021-07-05 16:41:51 main:574] : INFO : Epoch 1616 | loss: 0.0311365 | val_loss: 0.0311796 | Time: 4615.77 ms [2021-07-05 16:41:56 main:574] : INFO : Epoch 1617 | loss: 0.0311348 | val_loss: 0.0311761 | Time: 4622.67 ms [2021-07-05 16:42:01 main:574] : INFO : Epoch 1618 | loss: 0.0311328 | val_loss: 0.0311795 | Time: 4604.49 ms [2021-07-05 16:42:05 main:574] : INFO : Epoch 1619 | loss: 0.0311338 | val_loss: 0.0311817 | Time: 4610.81 ms [2021-07-05 16:42:10 main:574] : INFO : Epoch 1620 | loss: 0.0311305 | val_loss: 0.031178 | Time: 4639.22 ms [2021-07-05 16:42:15 main:574] : INFO : Epoch 1621 | loss: 0.0311277 | val_loss: 0.0311849 | Time: 4610.51 ms [2021-07-05 16:42:19 main:574] : INFO : Epoch 1622 | loss: 0.0311261 | val_loss: 0.0311781 | Time: 4612.92 ms [2021-07-05 16:42:24 main:574] : INFO : Epoch 1623 | loss: 0.0311236 | val_loss: 0.0311852 | Time: 4615.19 ms [2021-07-05 16:42:28 main:574] : INFO : Epoch 1624 | loss: 0.0311232 | val_loss: 0.0311742 | Time: 4619.97 ms [2021-07-05 16:42:33 main:574] : INFO : Epoch 1625 | loss: 0.0311264 | val_loss: 0.0311763 | Time: 4627.62 ms [2021-07-05 16:42:38 main:574] : INFO : Epoch 1626 | loss: 0.0311268 | val_loss: 0.0311839 | Time: 4605.96 ms [2021-07-05 16:42:42 main:574] : INFO : Epoch 1627 | loss: 0.0311256 | val_loss: 0.0311883 | Time: 4623.11 ms [2021-07-05 16:42:47 main:574] : INFO : Epoch 1628 | loss: 0.0311214 | val_loss: 0.0311815 | Time: 4619.38 ms [2021-07-05 16:42:52 main:574] : INFO : Epoch 1629 | loss: 0.0311187 | val_loss: 0.0311913 | Time: 4611.87 ms [2021-07-05 16:42:56 main:574] : INFO : Epoch 1630 | loss: 0.0311259 | val_loss: 0.0311917 | Time: 4613.82 ms [2021-07-05 16:43:01 main:574] : INFO : Epoch 1631 | loss: 0.0311194 | val_loss: 0.0311863 | Time: 4618.16 ms [2021-07-05 16:43:05 main:574] : INFO : Epoch 1632 | loss: 0.0311222 | val_loss: 0.0312018 | Time: 4611.85 ms [2021-07-05 16:43:10 main:574] : INFO : Epoch 1633 | loss: 0.0311214 | val_loss: 0.0311771 | Time: 4612.91 ms [2021-07-05 16:43:15 main:574] : INFO : Epoch 1634 | loss: 0.0311194 | val_loss: 0.031189 | Time: 4619.85 ms [2021-07-05 16:43:19 main:574] : INFO : Epoch 1635 | loss: 0.0311187 | val_loss: 0.0311822 | Time: 4606 ms [2021-07-05 16:43:24 main:574] : INFO : Epoch 1636 | loss: 0.0311184 | val_loss: 0.0311851 | Time: 4609.69 ms [2021-07-05 16:43:29 main:574] : INFO : Epoch 1637 | loss: 0.031122 | val_loss: 0.0311972 | Time: 4605.27 ms [2021-07-05 16:43:33 main:574] : INFO : Epoch 1638 | loss: 0.0311198 | val_loss: 0.0311807 | Time: 4612.41 ms [2021-07-05 16:43:38 main:574] : INFO : Epoch 1639 | loss: 0.03112 | val_loss: 0.0311985 | Time: 4609.82 ms [2021-07-05 16:43:42 main:574] : INFO : Epoch 1640 | loss: 0.0311222 | val_loss: 0.0311859 | Time: 4611.11 ms [2021-07-05 16:43:47 main:574] : INFO : Epoch 1641 | loss: 0.0311223 | val_loss: 0.0311775 | Time: 4612.98 ms [2021-07-05 16:43:52 main:574] : INFO : Epoch 1642 | loss: 0.0311221 | val_loss: 0.031196 | Time: 4616.8 ms [2021-07-05 16:43:56 main:574] : INFO : Epoch 1643 | loss: 0.0311182 | val_loss: 0.0311841 | Time: 4617.7 ms [2021-07-05 16:44:01 main:574] : INFO : Epoch 1644 | loss: 0.0311165 | val_loss: 0.031187 | Time: 4621.02 ms [2021-07-05 16:44:06 main:574] : INFO : Epoch 1645 | loss: 0.0311165 | val_loss: 0.0311915 | Time: 4620.12 ms [2021-07-05 16:44:10 main:574] : INFO : Epoch 1646 | loss: 0.0311162 | val_loss: 0.0311762 | Time: 4607.04 ms [2021-07-05 16:44:15 main:574] : INFO : Epoch 1647 | loss: 0.0311229 | val_loss: 0.0311839 | Time: 4603.14 ms [2021-07-05 16:44:19 main:574] : INFO : Epoch 1648 | loss: 0.0311222 | val_loss: 0.0311815 | Time: 4608.59 ms [2021-07-05 16:44:24 main:574] : INFO : Epoch 1649 | loss: 0.0311244 | val_loss: 0.0311898 | Time: 4616.46 ms [2021-07-05 16:44:29 main:574] : INFO : Epoch 1650 | loss: 0.0311223 | val_loss: 0.0311814 | Time: 4608.21 ms [2021-07-05 16:44:33 main:574] : INFO : Epoch 1651 | loss: 0.0311186 | val_loss: 0.0311933 | Time: 4610.94 ms [2021-07-05 16:44:38 main:574] : INFO : Epoch 1652 | loss: 0.0311191 | val_loss: 0.0311866 | Time: 4615.45 ms [2021-07-05 16:44:42 main:574] : INFO : Epoch 1653 | loss: 0.0311176 | val_loss: 0.0311855 | Time: 4610.04 ms [2021-07-05 16:44:47 main:574] : INFO : Epoch 1654 | loss: 0.0311162 | val_loss: 0.0311969 | Time: 4621.02 ms [2021-07-05 16:44:52 main:574] : INFO : Epoch 1655 | loss: 0.0311177 | val_loss: 0.0311818 | Time: 4615.29 ms [2021-07-05 16:44:56 main:574] : INFO : Epoch 1656 | loss: 0.0311152 | val_loss: 0.0311833 | Time: 4608.2 ms [2021-07-05 16:45:01 main:574] : INFO : Epoch 1657 | loss: 0.0311129 | val_loss: 0.0311907 | Time: 4618.52 ms [2021-07-05 16:45:06 main:574] : INFO : Epoch 1658 | loss: 0.031113 | val_loss: 0.0311907 | Time: 4610 ms [2021-07-05 16:45:10 main:574] : INFO : Epoch 1659 | loss: 0.0311165 | val_loss: 0.031181 | Time: 4614.88 ms [2021-07-05 16:45:15 main:574] : INFO : Epoch 1660 | loss: 0.0311183 | val_loss: 0.0311874 | Time: 4606.66 ms [2021-07-05 16:45:19 main:574] : INFO : Epoch 1661 | loss: 0.0311136 | val_loss: 0.031191 | Time: 4608.15 ms [2021-07-05 16:45:24 main:574] : INFO : Epoch 1662 | loss: 0.0311183 | val_loss: 0.0311907 | Time: 4619.91 ms [2021-07-05 16:45:29 main:574] : INFO : Epoch 1663 | loss: 0.0311153 | val_loss: 0.0311772 | Time: 4619.63 ms [2021-07-05 16:45:33 main:574] : INFO : Epoch 1664 | loss: 0.0311138 | val_loss: 0.0311906 | Time: 4611.85 ms [2021-07-05 16:45:38 main:574] : INFO : Epoch 1665 | loss: 0.0311152 | val_loss: 0.0311828 | Time: 4606.94 ms [2021-07-05 16:45:43 main:574] : INFO : Epoch 1666 | loss: 0.0311187 | val_loss: 0.0311877 | Time: 4610.25 ms [2021-07-05 16:45:47 main:574] : INFO : Epoch 1667 | loss: 0.0311141 | val_loss: 0.0311983 | Time: 4619.97 ms [2021-07-05 16:45:52 main:574] : INFO : Epoch 1668 | loss: 0.0311163 | val_loss: 0.0311966 | Time: 4617.27 ms [2021-07-05 16:45:56 main:574] : INFO : Epoch 1669 | loss: 0.0311161 | val_loss: 0.0311862 | Time: 4609.96 ms [2021-07-05 16:46:01 main:574] : INFO : Epoch 1670 | loss: 0.0311171 | val_loss: 0.0311996 | Time: 4616.87 ms [2021-07-05 16:46:06 main:574] : INFO : Epoch 1671 | loss: 0.0311201 | val_loss: 0.0311841 | Time: 4618.35 ms [2021-07-05 16:46:10 main:574] : INFO : Epoch 1672 | loss: 0.0311185 | val_loss: 0.0312087 | Time: 4600.29 ms [2021-07-05 16:46:15 main:574] : INFO : Epoch 1673 | loss: 0.0311154 | val_loss: 0.0312045 | Time: 4615.98 ms [2021-07-05 16:46:20 main:574] : INFO : Epoch 1674 | loss: 0.031113 | val_loss: 0.0311967 | Time: 4623.64 ms [2021-07-05 16:46:24 main:574] : INFO : Epoch 1675 | loss: 0.0311124 | val_loss: 0.0311867 | Time: 4619.71 ms [2021-07-05 16:46:29 main:574] : INFO : Epoch 1676 | loss: 0.0311126 | val_loss: 0.031205 | Time: 4616.08 ms [2021-07-05 16:46:33 main:574] : INFO : Epoch 1677 | loss: 0.0311125 | val_loss: 0.0311927 | Time: 4608.13 ms [2021-07-05 16:46:38 main:574] : INFO : Epoch 1678 | loss: 0.0311119 | val_loss: 0.0312042 | Time: 4621.83 ms [2021-07-05 16:46:43 main:574] : INFO : Epoch 1679 | loss: 0.0311127 | val_loss: 0.0311885 | Time: 4611.09 ms [2021-07-05 16:46:47 main:574] : INFO : Epoch 1680 | loss: 0.0311152 | val_loss: 0.0311838 | Time: 4615.36 ms [2021-07-05 16:46:52 main:574] : INFO : Epoch 1681 | loss: 0.0311166 | val_loss: 0.0311939 | Time: 4613.43 ms [2021-07-05 16:46:57 main:574] : INFO : Epoch 1682 | loss: 0.0311142 | val_loss: 0.0311867 | Time: 4631.51 ms [2021-07-05 16:47:01 main:574] : INFO : Epoch 1683 | loss: 0.0311118 | val_loss: 0.0311898 | Time: 4609.17 ms [2021-07-05 16:47:06 main:574] : INFO : Epoch 1684 | loss: 0.0311084 | val_loss: 0.0311957 | Time: 4615.03 ms [2021-07-05 16:47:10 main:574] : INFO : Epoch 1685 | loss: 0.0311127 | val_loss: 0.0311874 | Time: 4598.25 ms [2021-07-05 16:47:15 main:574] : INFO : Epoch 1686 | loss: 0.0311141 | val_loss: 0.0311895 | Time: 4607.27 ms [2021-07-05 16:47:20 main:574] : INFO : Epoch 1687 | loss: 0.0311141 | val_loss: 0.0311872 | Time: 4621.39 ms [2021-07-05 16:47:24 main:574] : INFO : Epoch 1688 | loss: 0.0311089 | val_loss: 0.0311938 | Time: 4606.11 ms [2021-07-05 16:47:29 main:574] : INFO : Epoch 1689 | loss: 0.0311085 | val_loss: 0.0311898 | Time: 4610.7 ms [2021-07-05 16:47:33 main:574] : INFO : Epoch 1690 | loss: 0.0311121 | val_loss: 0.031198 | Time: 4614.99 ms [2021-07-05 16:47:38 main:574] : INFO : Epoch 1691 | loss: 0.0311124 | val_loss: 0.0311892 | Time: 4606.34 ms [2021-07-05 16:47:43 main:574] : INFO : Epoch 1692 | loss: 0.0311118 | val_loss: 0.0312107 | Time: 4614.74 ms [2021-07-05 16:47:47 main:574] : INFO : Epoch 1693 | loss: 0.0311127 | val_loss: 0.0311898 | Time: 4617.61 ms [2021-07-05 16:47:52 main:574] : INFO : Epoch 1694 | loss: 0.0311117 | val_loss: 0.0311877 | Time: 4617.82 ms [2021-07-05 16:47:57 main:574] : INFO : Epoch 1695 | loss: 0.0311134 | val_loss: 0.031181 | Time: 4613.52 ms [2021-07-05 16:48:01 main:574] : INFO : Epoch 1696 | loss: 0.0311142 | val_loss: 0.0312152 | Time: 4617.15 ms [2021-07-05 16:48:06 main:574] : INFO : Epoch 1697 | loss: 0.031117 | val_loss: 0.0311863 | Time: 4605.22 ms [2021-07-05 16:48:10 main:574] : INFO : Epoch 1698 | loss: 0.0311092 | val_loss: 0.0311998 | Time: 4613.98 ms [2021-07-05 16:48:15 main:574] : INFO : Epoch 1699 | loss: 0.0311089 | val_loss: 0.0312006 | Time: 4610.19 ms [2021-07-05 16:48:20 main:574] : INFO : Epoch 1700 | loss: 0.0311132 | val_loss: 0.0311736 | Time: 4613.88 ms [2021-07-05 16:48:24 main:574] : INFO : Epoch 1701 | loss: 0.0311102 | val_loss: 0.0312015 | Time: 4601.81 ms [2021-07-05 16:48:29 main:574] : INFO : Epoch 1702 | loss: 0.0311078 | val_loss: 0.0311941 | Time: 4609.21 ms [2021-07-05 16:48:33 main:574] : INFO : Epoch 1703 | loss: 0.0311069 | val_loss: 0.0312012 | Time: 4602.43 ms [2021-07-05 16:48:38 main:574] : INFO : Epoch 1704 | loss: 0.0311089 | val_loss: 0.0311996 | Time: 4608.12 ms [2021-07-05 16:48:43 main:574] : INFO : Epoch 1705 | loss: 0.0311065 | val_loss: 0.0311887 | Time: 4620.91 ms [2021-07-05 16:48:47 main:574] : INFO : Epoch 1706 | loss: 0.031109 | val_loss: 0.0311847 | Time: 4611.66 ms [2021-07-05 16:48:52 main:574] : INFO : Epoch 1707 | loss: 0.0311099 | val_loss: 0.0312057 | Time: 4617.38 ms [2021-07-05 16:48:57 main:574] : INFO : Epoch 1708 | loss: 0.0311081 | val_loss: 0.0311901 | Time: 4608.39 ms [2021-07-05 16:49:01 main:574] : INFO : Epoch 1709 | loss: 0.0311076 | val_loss: 0.0311905 | Time: 4618.05 ms [2021-07-05 16:49:06 main:574] : INFO : Epoch 1710 | loss: 0.0311113 | val_loss: 0.0312002 | Time: 4614.79 ms [2021-07-05 16:49:10 main:574] : INFO : Epoch 1711 | loss: 0.0311091 | val_loss: 0.0311855 | Time: 4607.09 ms [2021-07-05 16:49:15 main:574] : INFO : Epoch 1712 | loss: 0.0311062 | val_loss: 0.0312092 | Time: 4610.72 ms [2021-07-05 16:49:20 main:574] : INFO : Epoch 1713 | loss: 0.0311077 | val_loss: 0.0311896 | Time: 4615.85 ms [2021-07-05 16:49:24 main:574] : INFO : Epoch 1714 | loss: 0.0311055 | val_loss: 0.0311939 | Time: 4618.46 ms [2021-07-05 16:49:29 main:574] : INFO : Epoch 1715 | loss: 0.0311054 | val_loss: 0.0311829 | Time: 4622.5 ms [2021-07-05 16:49:34 main:574] : INFO : Epoch 1716 | loss: 0.0311133 | val_loss: 0.0311866 | Time: 4614.37 ms [2021-07-05 16:49:38 main:574] : INFO : Epoch 1717 | loss: 0.0311172 | val_loss: 0.0311951 | Time: 4606.67 ms [2021-07-05 16:49:43 main:574] : INFO : Epoch 1718 | loss: 0.0311143 | val_loss: 0.031178 | Time: 4603.55 ms [2021-07-05 16:49:47 main:574] : INFO : Epoch 1719 | loss: 0.0311081 | val_loss: 0.0312036 | Time: 4627.68 ms [2021-07-05 16:49:52 main:574] : INFO : Epoch 1720 | loss: 0.0311073 | val_loss: 0.0311985 | Time: 4605.28 ms [2021-07-05 16:49:57 main:574] : INFO : Epoch 1721 | loss: 0.0311098 | val_loss: 0.031187 | Time: 4604.95 ms [2021-07-05 16:50:01 main:574] : INFO : Epoch 1722 | loss: 0.0311123 | val_loss: 0.0312067 | Time: 4607.88 ms [2021-07-05 16:50:06 main:574] : INFO : Epoch 1723 | loss: 0.0311079 | val_loss: 0.0311971 | Time: 4608.81 ms [2021-07-05 16:50:10 main:574] : INFO : Epoch 1724 | loss: 0.0311066 | val_loss: 0.0311993 | Time: 4623.42 ms [2021-07-05 16:50:15 main:574] : INFO : Epoch 1725 | loss: 0.0311115 | val_loss: 0.0311977 | Time: 4613.84 ms [2021-07-05 16:50:20 main:574] : INFO : Epoch 1726 | loss: 0.0311084 | val_loss: 0.0311887 | Time: 4610.08 ms [2021-07-05 16:50:24 main:574] : INFO : Epoch 1727 | loss: 0.0311082 | val_loss: 0.0312164 | Time: 4606.81 ms [2021-07-05 16:50:29 main:574] : INFO : Epoch 1728 | loss: 0.0311127 | val_loss: 0.0311946 | Time: 4616.24 ms [2021-07-05 16:50:34 main:574] : INFO : Epoch 1729 | loss: 0.0311127 | val_loss: 0.031195 | Time: 4606.35 ms [2021-07-05 16:50:38 main:574] : INFO : Epoch 1730 | loss: 0.0311145 | val_loss: 0.031191 | Time: 4618.58 ms [2021-07-05 16:50:43 main:574] : INFO : Epoch 1731 | loss: 0.0311097 | val_loss: 0.0312097 | Time: 4604.96 ms [2021-07-05 16:50:47 main:574] : INFO : Epoch 1732 | loss: 0.0311101 | val_loss: 0.0311803 | Time: 4624.26 ms [2021-07-05 16:50:52 main:574] : INFO : Epoch 1733 | loss: 0.0311102 | val_loss: 0.0311902 | Time: 4607.85 ms [2021-07-05 16:50:57 main:574] : INFO : Epoch 1734 | loss: 0.0311104 | val_loss: 0.0312002 | Time: 4606.2 ms [2021-07-05 16:51:01 main:574] : INFO : Epoch 1735 | loss: 0.0311066 | val_loss: 0.0311922 | Time: 4617.52 ms [2021-07-05 16:51:06 main:574] : INFO : Epoch 1736 | loss: 0.0311052 | val_loss: 0.0312196 | Time: 4614.48 ms [2021-07-05 16:51:11 main:574] : INFO : Epoch 1737 | loss: 0.0311065 | val_loss: 0.0311952 | Time: 4610.97 ms [2021-07-05 16:51:15 main:574] : INFO : Epoch 1738 | loss: 0.0311093 | val_loss: 0.0312013 | Time: 4597.86 ms [2021-07-05 16:51:20 main:574] : INFO : Epoch 1739 | loss: 0.031112 | val_loss: 0.03119 | Time: 4619.74 ms [2021-07-05 16:51:24 main:574] : INFO : Epoch 1740 | loss: 0.0311088 | val_loss: 0.0312129 | Time: 4611.87 ms [2021-07-05 16:51:29 main:574] : INFO : Epoch 1741 | loss: 0.031106 | val_loss: 0.0312068 | Time: 4615.5 ms [2021-07-05 16:51:34 main:574] : INFO : Epoch 1742 | loss: 0.031108 | val_loss: 0.0311933 | Time: 4606.9 ms [2021-07-05 16:51:38 main:574] : INFO : Epoch 1743 | loss: 0.0311077 | val_loss: 0.0311918 | Time: 4615.79 ms [2021-07-05 16:51:43 main:574] : INFO : Epoch 1744 | loss: 0.0311022 | val_loss: 0.0311878 | Time: 4609.75 ms [2021-07-05 16:51:47 main:574] : INFO : Epoch 1745 | loss: 0.0311044 | val_loss: 0.0311832 | Time: 4611.17 ms [2021-07-05 16:51:52 main:574] : INFO : Epoch 1746 | loss: 0.0311066 | val_loss: 0.0311867 | Time: 4623.54 ms [2021-07-05 16:51:57 main:574] : INFO : Epoch 1747 | loss: 0.0311106 | val_loss: 0.031217 | Time: 4621.81 ms [2021-07-05 16:52:01 main:574] : INFO : Epoch 1748 | loss: 0.0311098 | val_loss: 0.0311994 | Time: 4607.81 ms [2021-07-05 16:52:06 main:574] : INFO : Epoch 1749 | loss: 0.0311048 | val_loss: 0.0311905 | Time: 4605.24 ms [2021-07-05 16:52:11 main:574] : INFO : Epoch 1750 | loss: 0.0311112 | val_loss: 0.0311763 | Time: 4614.91 ms [2021-07-05 16:52:15 main:574] : INFO : Epoch 1751 | loss: 0.0311161 | val_loss: 0.031199 | Time: 4620.16 ms [2021-07-05 16:52:20 main:574] : INFO : Epoch 1752 | loss: 0.031116 | val_loss: 0.0311935 | Time: 4619.5 ms [2021-07-05 16:52:24 main:574] : INFO : Epoch 1753 | loss: 0.0311053 | val_loss: 0.0311926 | Time: 4612.81 ms [2021-07-05 16:52:29 main:574] : INFO : Epoch 1754 | loss: 0.0311043 | val_loss: 0.0311901 | Time: 4627.16 ms [2021-07-05 16:52:34 main:574] : INFO : Epoch 1755 | loss: 0.0311056 | val_loss: 0.0312009 | Time: 4619.18 ms [2021-07-05 16:52:38 main:574] : INFO : Epoch 1756 | loss: 0.0311152 | val_loss: 0.0312004 | Time: 4621.52 ms [2021-07-05 16:52:43 main:574] : INFO : Epoch 1757 | loss: 0.0311098 | val_loss: 0.0311925 | Time: 4610.57 ms [2021-07-05 16:52:48 main:574] : INFO : Epoch 1758 | loss: 0.0311089 | val_loss: 0.0311915 | Time: 4622.41 ms [2021-07-05 16:52:52 main:574] : INFO : Epoch 1759 | loss: 0.0311216 | val_loss: 0.0311808 | Time: 4620.96 ms [2021-07-05 16:52:57 main:574] : INFO : Epoch 1760 | loss: 0.0311151 | val_loss: 0.0311809 | Time: 4606.29 ms [2021-07-05 16:53:01 main:574] : INFO : Epoch 1761 | loss: 0.0311071 | val_loss: 0.0311977 | Time: 4621.93 ms [2021-07-05 16:53:06 main:574] : INFO : Epoch 1762 | loss: 0.0311022 | val_loss: 0.0311919 | Time: 4610.86 ms [2021-07-05 16:53:11 main:574] : INFO : Epoch 1763 | loss: 0.0311028 | val_loss: 0.0311896 | Time: 4602.55 ms [2021-07-05 16:53:15 main:574] : INFO : Epoch 1764 | loss: 0.0310988 | val_loss: 0.0311784 | Time: 4613.86 ms [2021-07-05 16:53:20 main:574] : INFO : Epoch 1765 | loss: 0.031103 | val_loss: 0.031213 | Time: 4613.65 ms [2021-07-05 16:53:25 main:574] : INFO : Epoch 1766 | loss: 0.0310994 | val_loss: 0.0312086 | Time: 4605.14 ms [2021-07-05 16:53:29 main:574] : INFO : Epoch 1767 | loss: 0.0311039 | val_loss: 0.0311863 | Time: 4606.23 ms [2021-07-05 16:53:34 main:574] : INFO : Epoch 1768 | loss: 0.0311022 | val_loss: 0.0312062 | Time: 4617.87 ms [2021-07-05 16:53:38 main:574] : INFO : Epoch 1769 | loss: 0.0311026 | val_loss: 0.0311971 | Time: 4610.68 ms [2021-07-05 16:53:43 main:574] : INFO : Epoch 1770 | loss: 0.0311007 | val_loss: 0.0312081 | Time: 4609.95 ms [2021-07-05 16:53:48 main:574] : INFO : Epoch 1771 | loss: 0.0311005 | val_loss: 0.0311981 | Time: 4611.26 ms [2021-07-05 16:53:52 main:574] : INFO : Epoch 1772 | loss: 0.0310985 | val_loss: 0.0312186 | Time: 4607.1 ms [2021-07-05 16:53:57 main:574] : INFO : Epoch 1773 | loss: 0.0310969 | val_loss: 0.0311978 | Time: 4614.57 ms [2021-07-05 16:54:02 main:574] : INFO : Epoch 1774 | loss: 0.0310975 | val_loss: 0.0311969 | Time: 4613.13 ms [2021-07-05 16:54:06 main:574] : INFO : Epoch 1775 | loss: 0.0311007 | val_loss: 0.031186 | Time: 4621.27 ms [2021-07-05 16:54:11 main:574] : INFO : Epoch 1776 | loss: 0.0310999 | val_loss: 0.0311997 | Time: 4609.77 ms [2021-07-05 16:54:15 main:574] : INFO : Epoch 1777 | loss: 0.0310994 | val_loss: 0.0312161 | Time: 4615.89 ms [2021-07-05 16:54:20 main:574] : INFO : Epoch 1778 | loss: 0.0311041 | val_loss: 0.0311839 | Time: 4605.83 ms [2021-07-05 16:54:25 main:574] : INFO : Epoch 1779 | loss: 0.0311086 | val_loss: 0.0311904 | Time: 4607.74 ms [2021-07-05 16:54:29 main:574] : INFO : Epoch 1780 | loss: 0.0311042 | val_loss: 0.0311989 | Time: 4614.5 ms [2021-07-05 16:54:34 main:574] : INFO : Epoch 1781 | loss: 0.0311031 | val_loss: 0.0311998 | Time: 4624.99 ms [2021-07-05 16:54:38 main:574] : INFO : Epoch 1782 | loss: 0.0311099 | val_loss: 0.0312021 | Time: 4613.22 ms [2021-07-05 16:54:43 main:574] : INFO : Epoch 1783 | loss: 0.0311039 | val_loss: 0.031202 | Time: 4624.53 ms [2021-07-05 16:54:48 main:574] : INFO : Epoch 1784 | loss: 0.0311032 | val_loss: 0.0311902 | Time: 4620.52 ms [2021-07-05 16:54:52 main:574] : INFO : Epoch 1785 | loss: 0.0311 | val_loss: 0.0311994 | Time: 4608.64 ms [2021-07-05 16:54:57 main:574] : INFO : Epoch 1786 | loss: 0.0310989 | val_loss: 0.0311928 | Time: 4613.16 ms [2021-07-05 16:55:02 main:574] : INFO : Epoch 1787 | loss: 0.0311029 | val_loss: 0.0312094 | Time: 4607.31 ms [2021-07-05 16:55:06 main:574] : INFO : Epoch 1788 | loss: 0.0310984 | val_loss: 0.0311932 | Time: 4602.52 ms [2021-07-05 16:55:11 main:574] : INFO : Epoch 1789 | loss: 0.0311013 | val_loss: 0.0311934 | Time: 4601.51 ms [2021-07-05 16:55:15 main:574] : INFO : Epoch 1790 | loss: 0.0311044 | val_loss: 0.0311985 | Time: 4598.89 ms [2021-07-05 16:55:20 main:574] : INFO : Epoch 1791 | loss: 0.031103 | val_loss: 0.0312047 | Time: 4600.91 ms [2021-07-05 16:55:25 main:574] : INFO : Epoch 1792 | loss: 0.0310996 | val_loss: 0.0312041 | Time: 4598.81 ms [2021-07-05 16:55:29 main:574] : INFO : Epoch 1793 | loss: 0.0311002 | val_loss: 0.0311946 | Time: 4601.56 ms [2021-07-05 16:55:34 main:574] : INFO : Epoch 1794 | loss: 0.0311002 | val_loss: 0.0311869 | Time: 4613.07 ms [2021-07-05 16:55:38 main:574] : INFO : Epoch 1795 | loss: 0.0310987 | val_loss: 0.0312 | Time: 4622.94 ms [2021-07-05 16:55:43 main:574] : INFO : Epoch 1796 | loss: 0.0311056 | val_loss: 0.0311898 | Time: 4595.87 ms [2021-07-05 16:55:48 main:574] : INFO : Epoch 1797 | loss: 0.0311027 | val_loss: 0.031192 | Time: 4635.45 ms [2021-07-05 16:55:52 main:574] : INFO : Epoch 1798 | loss: 0.0311021 | val_loss: 0.0311943 | Time: 4594.06 ms [2021-07-05 16:55:57 main:574] : INFO : Epoch 1799 | loss: 0.0311004 | val_loss: 0.0311818 | Time: 4613.95 ms [2021-07-05 16:56:02 main:574] : INFO : Epoch 1800 | loss: 0.0311142 | val_loss: 0.0312038 | Time: 4608.97 ms [2021-07-05 16:56:06 main:574] : INFO : Epoch 1801 | loss: 0.0311008 | val_loss: 0.0312012 | Time: 4603.86 ms [2021-07-05 16:56:11 main:574] : INFO : Epoch 1802 | loss: 0.0310967 | val_loss: 0.0311959 | Time: 4607.3 ms [2021-07-05 16:56:15 main:574] : INFO : Epoch 1803 | loss: 0.031098 | val_loss: 0.0312073 | Time: 4598.42 ms [2021-07-05 16:56:20 main:574] : INFO : Epoch 1804 | loss: 0.0311018 | val_loss: 0.0312155 | Time: 4603.66 ms [2021-07-05 16:56:25 main:574] : INFO : Epoch 1805 | loss: 0.0311069 | val_loss: 0.0311949 | Time: 4608.71 ms [2021-07-05 16:56:29 main:574] : INFO : Epoch 1806 | loss: 0.0311079 | val_loss: 0.0312059 | Time: 4612.72 ms [2021-07-05 16:56:34 main:574] : INFO : Epoch 1807 | loss: 0.0310987 | val_loss: 0.0311989 | Time: 4605.96 ms [2021-07-05 16:56:38 main:574] : INFO : Epoch 1808 | loss: 0.031099 | val_loss: 0.031198 | Time: 4627.26 ms [2021-07-05 16:56:43 main:574] : INFO : Epoch 1809 | loss: 0.0310998 | val_loss: 0.0312013 | Time: 4610.81 ms [2021-07-05 16:56:48 main:574] : INFO : Epoch 1810 | loss: 0.0311008 | val_loss: 0.0311907 | Time: 4623.28 ms [2021-07-05 16:56:52 main:574] : INFO : Epoch 1811 | loss: 0.0310992 | val_loss: 0.0312101 | Time: 4611.84 ms [2021-07-05 16:56:57 main:574] : INFO : Epoch 1812 | loss: 0.0310974 | val_loss: 0.0311852 | Time: 4610.94 ms [2021-07-05 16:57:02 main:574] : INFO : Epoch 1813 | loss: 0.0311054 | val_loss: 0.0312049 | Time: 4625.49 ms [2021-07-05 16:57:06 main:574] : INFO : Epoch 1814 | loss: 0.0310997 | val_loss: 0.0311895 | Time: 4618.17 ms [2021-07-05 16:57:11 main:574] : INFO : Epoch 1815 | loss: 0.0310987 | val_loss: 0.0312074 | Time: 4605.21 ms [2021-07-05 16:57:15 main:574] : INFO : Epoch 1816 | loss: 0.0310976 | val_loss: 0.0311863 | Time: 4620.43 ms [2021-07-05 16:57:20 main:574] : INFO : Epoch 1817 | loss: 0.0310962 | val_loss: 0.0311957 | Time: 4618.39 ms [2021-07-05 16:57:25 main:574] : INFO : Epoch 1818 | loss: 0.0311013 | val_loss: 0.0312064 | Time: 4621.71 ms [2021-07-05 16:57:29 main:574] : INFO : Epoch 1819 | loss: 0.0311011 | val_loss: 0.0312069 | Time: 4615.23 ms [2021-07-05 16:57:34 main:574] : INFO : Epoch 1820 | loss: 0.0311013 | val_loss: 0.031192 | Time: 4612.33 ms [2021-07-05 16:57:39 main:574] : INFO : Epoch 1821 | loss: 0.0310956 | val_loss: 0.0311879 | Time: 4613.28 ms [2021-07-05 16:57:43 main:574] : INFO : Epoch 1822 | loss: 0.0310951 | val_loss: 0.0311905 | Time: 4622.58 ms [2021-07-05 16:57:48 main:574] : INFO : Epoch 1823 | loss: 0.0310966 | val_loss: 0.0312032 | Time: 4624.93 ms [2021-07-05 16:57:52 main:574] : INFO : Epoch 1824 | loss: 0.0310962 | val_loss: 0.0312131 | Time: 4605.21 ms [2021-07-05 16:57:57 main:574] : INFO : Epoch 1825 | loss: 0.0310952 | val_loss: 0.0311866 | Time: 4609.61 ms [2021-07-05 16:58:02 main:574] : INFO : Epoch 1826 | loss: 0.0310947 | val_loss: 0.0311906 | Time: 4611.45 ms [2021-07-05 16:58:06 main:574] : INFO : Epoch 1827 | loss: 0.031094 | val_loss: 0.0311969 | Time: 4616.91 ms [2021-07-05 16:58:11 main:574] : INFO : Epoch 1828 | loss: 0.0310952 | val_loss: 0.0312144 | Time: 4620.17 ms [2021-07-05 16:58:16 main:574] : INFO : Epoch 1829 | loss: 0.0310993 | val_loss: 0.031195 | Time: 4619.4 ms [2021-07-05 16:58:20 main:574] : INFO : Epoch 1830 | loss: 0.0311049 | val_loss: 0.031195 | Time: 4630.3 ms [2021-07-05 16:58:25 main:574] : INFO : Epoch 1831 | loss: 0.0310974 | val_loss: 0.0312073 | Time: 4623.15 ms [2021-07-05 16:58:29 main:574] : INFO : Epoch 1832 | loss: 0.0310979 | val_loss: 0.0312211 | Time: 4621.03 ms [2021-07-05 16:58:34 main:574] : INFO : Epoch 1833 | loss: 0.0311023 | val_loss: 0.0311864 | Time: 4614.42 ms [2021-07-05 16:58:39 main:574] : INFO : Epoch 1834 | loss: 0.0311007 | val_loss: 0.0311994 | Time: 4610.09 ms [2021-07-05 16:58:43 main:574] : INFO : Epoch 1835 | loss: 0.0310963 | val_loss: 0.0312027 | Time: 4611.58 ms [2021-07-05 16:58:48 main:574] : INFO : Epoch 1836 | loss: 0.031097 | val_loss: 0.0312006 | Time: 4606.14 ms [2021-07-05 16:58:53 main:574] : INFO : Epoch 1837 | loss: 0.0310962 | val_loss: 0.0311817 | Time: 4618.45 ms [2021-07-05 16:58:57 main:574] : INFO : Epoch 1838 | loss: 0.0311039 | val_loss: 0.0312056 | Time: 4623.6 ms [2021-07-05 16:59:02 main:574] : INFO : Epoch 1839 | loss: 0.0310987 | val_loss: 0.0311808 | Time: 4614.22 ms [2021-07-05 16:59:07 main:574] : INFO : Epoch 1840 | loss: 0.0311125 | val_loss: 0.0311956 | Time: 4797.14 ms [2021-07-05 16:59:11 main:574] : INFO : Epoch 1841 | loss: 0.0311032 | val_loss: 0.0311994 | Time: 4638.02 ms [2021-07-05 16:59:16 main:574] : INFO : Epoch 1842 | loss: 0.0310992 | val_loss: 0.0311812 | Time: 4636.61 ms [2021-07-05 16:59:21 main:574] : INFO : Epoch 1843 | loss: 0.0311026 | val_loss: 0.0312205 | Time: 4612.26 ms [2021-07-05 16:59:25 main:574] : INFO : Epoch 1844 | loss: 0.0311058 | val_loss: 0.0311885 | Time: 4610.66 ms [2021-07-05 16:59:30 main:574] : INFO : Epoch 1845 | loss: 0.0311056 | val_loss: 0.0311912 | Time: 4556.91 ms [2021-07-05 16:59:34 main:574] : INFO : Epoch 1846 | loss: 0.0311056 | val_loss: 0.0312005 | Time: 4565.56 ms [2021-07-05 16:59:39 main:574] : INFO : Epoch 1847 | loss: 0.0310962 | val_loss: 0.0311974 | Time: 4546.76 ms [2021-07-05 16:59:43 main:574] : INFO : Epoch 1848 | loss: 0.0310972 | val_loss: 0.0312118 | Time: 4551.72 ms [2021-07-05 16:59:48 main:574] : INFO : Epoch 1849 | loss: 0.0310929 | val_loss: 0.0311987 | Time: 4571.48 ms [2021-07-05 16:59:52 main:574] : INFO : Epoch 1850 | loss: 0.0310923 | val_loss: 0.0312014 | Time: 4525.7 ms [2021-07-05 16:59:57 main:574] : INFO : Epoch 1851 | loss: 0.0310925 | val_loss: 0.031212 | Time: 4519.45 ms [2021-07-05 17:00:02 main:574] : INFO : Epoch 1852 | loss: 0.0310902 | val_loss: 0.0312029 | Time: 4534.89 ms [2021-07-05 17:00:06 main:574] : INFO : Epoch 1853 | loss: 0.0310924 | val_loss: 0.0312014 | Time: 4542.43 ms [2021-07-05 17:00:11 main:574] : INFO : Epoch 1854 | loss: 0.0310948 | val_loss: 0.0311988 | Time: 4549.24 ms [2021-07-05 17:00:15 main:574] : INFO : Epoch 1855 | loss: 0.0310941 | val_loss: 0.0312018 | Time: 4560.65 ms [2021-07-05 17:00:20 main:574] : INFO : Epoch 1856 | loss: 0.0311005 | val_loss: 0.0311904 | Time: 4569.49 ms [2021-07-05 17:00:24 main:574] : INFO : Epoch 1857 | loss: 0.0310967 | val_loss: 0.0312115 | Time: 4650.35 ms [2021-07-05 17:00:29 main:574] : INFO : Epoch 1858 | loss: 0.0310913 | val_loss: 0.0312189 | Time: 4580.5 ms [2021-07-05 17:00:34 main:574] : INFO : Epoch 1859 | loss: 0.0310913 | val_loss: 0.0311926 | Time: 4592.82 ms [2021-07-05 17:00:38 main:574] : INFO : Epoch 1860 | loss: 0.0310906 | val_loss: 0.0312159 | Time: 4640.41 ms [2021-07-05 17:00:43 main:574] : INFO : Epoch 1861 | loss: 0.0310937 | val_loss: 0.0312046 | Time: 4670.26 ms [2021-07-05 17:00:48 main:574] : INFO : Epoch 1862 | loss: 0.03109 | val_loss: 0.0312058 | Time: 4547.59 ms [2021-07-05 17:00:52 main:574] : INFO : Epoch 1863 | loss: 0.0310911 | val_loss: 0.0312041 | Time: 4561.33 ms [2021-07-05 17:00:57 main:574] : INFO : Epoch 1864 | loss: 0.0310928 | val_loss: 0.0311916 | Time: 4621.81 ms [2021-07-05 17:01:01 main:574] : INFO : Epoch 1865 | loss: 0.0310936 | val_loss: 0.0312009 | Time: 4584.18 ms [2021-07-05 17:01:06 main:574] : INFO : Epoch 1866 | loss: 0.0310902 | val_loss: 0.0312214 | Time: 4573.76 ms [2021-07-05 17:01:10 main:574] : INFO : Epoch 1867 | loss: 0.0310921 | val_loss: 0.0312162 | Time: 4581.66 ms [2021-07-05 17:01:15 main:574] : INFO : Epoch 1868 | loss: 0.0310912 | val_loss: 0.0312036 | Time: 4580.7 ms [2021-07-05 17:01:20 main:574] : INFO : Epoch 1869 | loss: 0.0310971 | val_loss: 0.0312064 | Time: 4594.9 ms [2021-07-05 17:01:24 main:574] : INFO : Epoch 1870 | loss: 0.031097 | val_loss: 0.0312062 | Time: 4582.37 ms [2021-07-05 17:01:29 main:574] : INFO : Epoch 1871 | loss: 0.0310968 | val_loss: 0.0311988 | Time: 4580.53 ms [2021-07-05 17:01:33 main:574] : INFO : Epoch 1872 | loss: 0.031092 | val_loss: 0.0311969 | Time: 4589.13 ms [2021-07-05 17:01:38 main:574] : INFO : Epoch 1873 | loss: 0.0310948 | val_loss: 0.0312134 | Time: 4586.15 ms [2021-07-05 17:01:43 main:574] : INFO : Epoch 1874 | loss: 0.0310922 | val_loss: 0.0312051 | Time: 4581.74 ms [2021-07-05 17:01:47 main:574] : INFO : Epoch 1875 | loss: 0.0310952 | val_loss: 0.0311983 | Time: 4578.35 ms [2021-07-05 17:01:52 main:574] : INFO : Epoch 1876 | loss: 0.0310977 | val_loss: 0.031179 | Time: 4601.76 ms [2021-07-05 17:01:56 main:574] : INFO : Epoch 1877 | loss: 0.0311 | val_loss: 0.0311908 | Time: 4584.57 ms [2021-07-05 17:02:01 main:574] : INFO : Epoch 1878 | loss: 0.0310973 | val_loss: 0.0312001 | Time: 4590.51 ms [2021-07-05 17:02:06 main:574] : INFO : Epoch 1879 | loss: 0.0310975 | val_loss: 0.0312246 | Time: 4575.71 ms [2021-07-05 17:02:10 main:574] : INFO : Epoch 1880 | loss: 0.0310956 | val_loss: 0.0311937 | Time: 4583.23 ms [2021-07-05 17:02:15 main:574] : INFO : Epoch 1881 | loss: 0.031097 | val_loss: 0.0312053 | Time: 4577.23 ms [2021-07-05 17:02:19 main:574] : INFO : Epoch 1882 | loss: 0.0310989 | val_loss: 0.0312018 | Time: 4606.46 ms [2021-07-05 17:02:24 main:574] : INFO : Epoch 1883 | loss: 0.031093 | val_loss: 0.0312047 | Time: 4590.64 ms [2021-07-05 17:02:29 main:574] : INFO : Epoch 1884 | loss: 0.0310964 | val_loss: 0.0311958 | Time: 4584.49 ms [2021-07-05 17:02:33 main:574] : INFO : Epoch 1885 | loss: 0.0311196 | val_loss: 0.0311858 | Time: 4572.58 ms [2021-07-05 17:02:38 main:574] : INFO : Epoch 1886 | loss: 0.0311192 | val_loss: 0.0311892 | Time: 4597.78 ms [2021-07-05 17:02:42 main:574] : INFO : Epoch 1887 | loss: 0.0311163 | val_loss: 0.0312008 | Time: 4583.63 ms [2021-07-05 17:02:47 main:574] : INFO : Epoch 1888 | loss: 0.0311042 | val_loss: 0.0311825 | Time: 4584.63 ms [2021-07-05 17:02:52 main:574] : INFO : Epoch 1889 | loss: 0.0310982 | val_loss: 0.0312026 | Time: 4572.15 ms [2021-07-05 17:02:56 main:574] : INFO : Epoch 1890 | loss: 0.0310959 | val_loss: 0.031201 | Time: 4593.82 ms [2021-07-05 17:03:01 main:574] : INFO : Epoch 1891 | loss: 0.0310939 | val_loss: 0.0312134 | Time: 4587.3 ms [2021-07-05 17:03:05 main:574] : INFO : Epoch 1892 | loss: 0.0310906 | val_loss: 0.0312111 | Time: 4587.62 ms [2021-07-05 17:03:10 main:574] : INFO : Epoch 1893 | loss: 0.0310885 | val_loss: 0.031198 | Time: 4599.23 ms [2021-07-05 17:03:15 main:574] : INFO : Epoch 1894 | loss: 0.0310916 | val_loss: 0.031202 | Time: 4595.19 ms [2021-07-05 17:03:19 main:574] : INFO : Epoch 1895 | loss: 0.0310887 | val_loss: 0.0312008 | Time: 4608.68 ms [2021-07-05 17:03:24 main:574] : INFO : Epoch 1896 | loss: 0.0310972 | val_loss: 0.0311974 | Time: 4590.9 ms [2021-07-05 17:03:28 main:574] : INFO : Epoch 1897 | loss: 0.0311022 | val_loss: 0.0312079 | Time: 4584.02 ms [2021-07-05 17:03:33 main:574] : INFO : Epoch 1898 | loss: 0.031098 | val_loss: 0.031219 | Time: 4583.7 ms [2021-07-05 17:03:38 main:574] : INFO : Epoch 1899 | loss: 0.031096 | val_loss: 0.0312061 | Time: 4597.11 ms [2021-07-05 17:03:42 main:574] : INFO : Epoch 1900 | loss: 0.0310954 | val_loss: 0.031209 | Time: 4583.91 ms [2021-07-05 17:03:47 main:574] : INFO : Epoch 1901 | loss: 0.031094 | val_loss: 0.0311909 | Time: 4582.14 ms [2021-07-05 17:03:51 main:574] : INFO : Epoch 1902 | loss: 0.0310987 | val_loss: 0.0311945 | Time: 4586.78 ms [2021-07-05 17:03:56 main:574] : INFO : Epoch 1903 | loss: 0.03111 | val_loss: 0.0311968 | Time: 4588.43 ms [2021-07-05 17:04:00 main:574] : INFO : Epoch 1904 | loss: 0.0310958 | val_loss: 0.031202 | Time: 4591.74 ms [2021-07-05 17:04:05 main:574] : INFO : Epoch 1905 | loss: 0.0310966 | val_loss: 0.0312059 | Time: 4576.83 ms [2021-07-05 17:04:10 main:574] : INFO : Epoch 1906 | loss: 0.0310947 | val_loss: 0.0311918 | Time: 4586.29 ms [2021-07-05 17:04:14 main:574] : INFO : Epoch 1907 | loss: 0.0310971 | val_loss: 0.0312284 | Time: 4592.77 ms [2021-07-05 17:04:19 main:574] : INFO : Epoch 1908 | loss: 0.0310983 | val_loss: 0.0311928 | Time: 4590.53 ms [2021-07-05 17:04:23 main:574] : INFO : Epoch 1909 | loss: 0.0310938 | val_loss: 0.0312186 | Time: 4577.76 ms [2021-07-05 17:04:28 main:574] : INFO : Epoch 1910 | loss: 0.0310892 | val_loss: 0.0312153 | Time: 4587.93 ms [2021-07-05 17:04:33 main:574] : INFO : Epoch 1911 | loss: 0.0310881 | val_loss: 0.0312071 | Time: 4584.94 ms [2021-07-05 17:04:37 main:574] : INFO : Epoch 1912 | loss: 0.0310878 | val_loss: 0.0311965 | Time: 4569.92 ms [2021-07-05 17:04:42 main:574] : INFO : Epoch 1913 | loss: 0.03109 | val_loss: 0.0312002 | Time: 4585.29 ms [2021-07-05 17:04:46 main:574] : INFO : Epoch 1914 | loss: 0.0310873 | val_loss: 0.0312047 | Time: 4579.97 ms [2021-07-05 17:04:51 main:574] : INFO : Epoch 1915 | loss: 0.0310864 | val_loss: 0.0311958 | Time: 4588.87 ms [2021-07-05 17:04:56 main:574] : INFO : Epoch 1916 | loss: 0.0310878 | val_loss: 0.0311959 | Time: 4591.4 ms [2021-07-05 17:05:00 main:574] : INFO : Epoch 1917 | loss: 0.0310902 | val_loss: 0.0311903 | Time: 4590.65 ms [2021-07-05 17:05:05 main:574] : INFO : Epoch 1918 | loss: 0.0310933 | val_loss: 0.0311934 | Time: 4585.35 ms [2021-07-05 17:05:09 main:574] : INFO : Epoch 1919 | loss: 0.0310926 | val_loss: 0.0312109 | Time: 4587.92 ms [2021-07-05 17:05:14 main:574] : INFO : Epoch 1920 | loss: 0.0310931 | val_loss: 0.0312181 | Time: 4585.35 ms [2021-07-05 17:05:19 main:574] : INFO : Epoch 1921 | loss: 0.0310943 | val_loss: 0.0312282 | Time: 4576.18 ms [2021-07-05 17:05:23 main:574] : INFO : Epoch 1922 | loss: 0.0310956 | val_loss: 0.0311907 | Time: 4588.75 ms [2021-07-05 17:05:28 main:574] : INFO : Epoch 1923 | loss: 0.0310965 | val_loss: 0.0312007 | Time: 4581.89 ms [2021-07-05 17:05:32 main:574] : INFO : Epoch 1924 | loss: 0.0310965 | val_loss: 0.031209 | Time: 4576.75 ms [2021-07-05 17:05:37 main:574] : INFO : Epoch 1925 | loss: 0.0310966 | val_loss: 0.0311876 | Time: 4590.11 ms [2021-07-05 17:05:41 main:574] : INFO : Epoch 1926 | loss: 0.0310983 | val_loss: 0.0311924 | Time: 4583.69 ms [2021-07-05 17:05:46 main:574] : INFO : Epoch 1927 | loss: 0.0310972 | val_loss: 0.0311985 | Time: 4566.71 ms [2021-07-05 17:05:51 main:574] : INFO : Epoch 1928 | loss: 0.0310974 | val_loss: 0.0312085 | Time: 4572.19 ms [2021-07-05 17:05:55 main:574] : INFO : Epoch 1929 | loss: 0.0310957 | val_loss: 0.0312082 | Time: 4572.72 ms [2021-07-05 17:06:00 main:574] : INFO : Epoch 1930 | loss: 0.0310912 | val_loss: 0.0311897 | Time: 4581.43 ms [2021-07-05 17:06:04 main:574] : INFO : Epoch 1931 | loss: 0.0310892 | val_loss: 0.0312193 | Time: 4578.21 ms [2021-07-05 17:06:09 main:574] : INFO : Epoch 1932 | loss: 0.0310879 | val_loss: 0.0312043 | Time: 4586.93 ms [2021-07-05 17:06:14 main:574] : INFO : Epoch 1933 | loss: 0.0310895 | val_loss: 0.031198 | Time: 4583.02 ms [2021-07-05 17:06:18 main:574] : INFO : Epoch 1934 | loss: 0.0310887 | val_loss: 0.0312102 | Time: 4586.5 ms [2021-07-05 17:06:23 main:574] : INFO : Epoch 1935 | loss: 0.0310921 | val_loss: 0.0311831 | Time: 4576.87 ms [2021-07-05 17:06:27 main:574] : INFO : Epoch 1936 | loss: 0.0310924 | val_loss: 0.0312101 | Time: 4591.53 ms [2021-07-05 17:06:32 main:574] : INFO : Epoch 1937 | loss: 0.0310934 | val_loss: 0.0312278 | Time: 4595.79 ms [2021-07-05 17:06:37 main:574] : INFO : Epoch 1938 | loss: 0.0310921 | val_loss: 0.0312004 | Time: 4590.07 ms [2021-07-05 17:06:41 main:574] : INFO : Epoch 1939 | loss: 0.0310893 | val_loss: 0.0312071 | Time: 4589.67 ms [2021-07-05 17:06:46 main:574] : INFO : Epoch 1940 | loss: 0.0310911 | val_loss: 0.0311943 | Time: 4571.64 ms [2021-07-05 17:06:50 main:574] : INFO : Epoch 1941 | loss: 0.0310944 | val_loss: 0.0312065 | Time: 4585.14 ms [2021-07-05 17:06:55 main:574] : INFO : Epoch 1942 | loss: 0.0310896 | val_loss: 0.0312078 | Time: 4580.1 ms [2021-07-05 17:06:59 main:574] : INFO : Epoch 1943 | loss: 0.0310883 | val_loss: 0.0312055 | Time: 4583.73 ms [2021-07-05 17:07:04 main:574] : INFO : Epoch 1944 | loss: 0.0310836 | val_loss: 0.03121 | Time: 4595.49 ms [2021-07-05 17:07:09 main:574] : INFO : Epoch 1945 | loss: 0.0310864 | val_loss: 0.0312016 | Time: 4582.89 ms [2021-07-05 17:07:13 main:574] : INFO : Epoch 1946 | loss: 0.031091 | val_loss: 0.03121 | Time: 4592.15 ms [2021-07-05 17:07:18 main:574] : INFO : Epoch 1947 | loss: 0.0310893 | val_loss: 0.0312189 | Time: 4578.55 ms [2021-07-05 17:07:22 main:574] : INFO : Epoch 1948 | loss: 0.0310916 | val_loss: 0.0312297 | Time: 4587.45 ms [2021-07-05 17:07:27 main:574] : INFO : Epoch 1949 | loss: 0.0310915 | val_loss: 0.0312096 | Time: 4588.94 ms [2021-07-05 17:07:32 main:574] : INFO : Epoch 1950 | loss: 0.0310907 | val_loss: 0.0312212 | Time: 4575.61 ms [2021-07-05 17:07:36 main:574] : INFO : Epoch 1951 | loss: 0.0310884 | val_loss: 0.031217 | Time: 4595.04 ms [2021-07-05 17:07:41 main:574] : INFO : Epoch 1952 | loss: 0.0310883 | val_loss: 0.0312007 | Time: 4592.06 ms [2021-07-05 17:07:45 main:574] : INFO : Epoch 1953 | loss: 0.0310908 | val_loss: 0.0312093 | Time: 4583.27 ms [2021-07-05 17:07:50 main:574] : INFO : Epoch 1954 | loss: 0.0310943 | val_loss: 0.0312117 | Time: 4588.73 ms [2021-07-05 17:07:55 main:574] : INFO : Epoch 1955 | loss: 0.0310918 | val_loss: 0.0312133 | Time: 4582.56 ms [2021-07-05 17:07:59 main:574] : INFO : Epoch 1956 | loss: 0.0310869 | val_loss: 0.0312008 | Time: 4582.14 ms [2021-07-05 17:08:04 main:574] : INFO : Epoch 1957 | loss: 0.0310865 | val_loss: 0.0312159 | Time: 4597.33 ms [2021-07-05 17:08:08 main:574] : INFO : Epoch 1958 | loss: 0.0310867 | val_loss: 0.0312015 | Time: 4604.76 ms [2021-07-05 17:08:13 main:574] : INFO : Epoch 1959 | loss: 0.0310893 | val_loss: 0.0312134 | Time: 4582.36 ms [2021-07-05 17:08:18 main:574] : INFO : Epoch 1960 | loss: 0.0310907 | val_loss: 0.0311976 | Time: 4589.97 ms [2021-07-05 17:08:22 main:574] : INFO : Epoch 1961 | loss: 0.0310919 | val_loss: 0.0312087 | Time: 4583.52 ms [2021-07-05 17:08:27 main:574] : INFO : Epoch 1962 | loss: 0.0310951 | val_loss: 0.0312071 | Time: 4588.95 ms [2021-07-05 17:08:31 main:574] : INFO : Epoch 1963 | loss: 0.0310933 | val_loss: 0.031199 | Time: 4596.75 ms [2021-07-05 17:08:36 main:574] : INFO : Epoch 1964 | loss: 0.0310856 | val_loss: 0.0312123 | Time: 4591.7 ms [2021-07-05 17:08:41 main:574] : INFO : Epoch 1965 | loss: 0.0310878 | val_loss: 0.0312227 | Time: 4601.4 ms [2021-07-05 17:08:45 main:574] : INFO : Epoch 1966 | loss: 0.0310894 | val_loss: 0.0312051 | Time: 4579.83 ms [2021-07-05 17:08:50 main:574] : INFO : Epoch 1967 | loss: 0.0310861 | val_loss: 0.0311961 | Time: 4598.36 ms [2021-07-05 17:08:54 main:574] : INFO : Epoch 1968 | loss: 0.031085 | val_loss: 0.0312078 | Time: 4593.2 ms [2021-07-05 17:08:59 main:574] : INFO : Epoch 1969 | loss: 0.0310831 | val_loss: 0.0312062 | Time: 4591.9 ms [2021-07-05 17:09:04 main:574] : INFO : Epoch 1970 | loss: 0.0310839 | val_loss: 0.0312004 | Time: 4591.99 ms [2021-07-05 17:09:08 main:574] : INFO : Epoch 1971 | loss: 0.0310866 | val_loss: 0.0312094 | Time: 4593.79 ms [2021-07-05 17:09:13 main:574] : INFO : Epoch 1972 | loss: 0.0310831 | val_loss: 0.0312026 | Time: 4591.47 ms [2021-07-05 17:09:17 main:574] : INFO : Epoch 1973 | loss: 0.031087 | val_loss: 0.0312139 | Time: 4590.8 ms [2021-07-05 17:09:22 main:574] : INFO : Epoch 1974 | loss: 0.031091 | val_loss: 0.0311962 | Time: 4588.52 ms [2021-07-05 17:09:27 main:574] : INFO : Epoch 1975 | loss: 0.0310917 | val_loss: 0.0312111 | Time: 4590.89 ms [2021-07-05 17:09:31 main:574] : INFO : Epoch 1976 | loss: 0.0310864 | val_loss: 0.0311992 | Time: 4580.22 ms [2021-07-05 17:09:36 main:574] : INFO : Epoch 1977 | loss: 0.0310875 | val_loss: 0.0311948 | Time: 4579.66 ms [2021-07-05 17:09:40 main:574] : INFO : Epoch 1978 | loss: 0.0310927 | val_loss: 0.0312163 | Time: 4571.55 ms [2021-07-05 17:09:45 main:574] : INFO : Epoch 1979 | loss: 0.0310973 | val_loss: 0.0311911 | Time: 4573.63 ms [2021-07-05 17:09:50 main:574] : INFO : Epoch 1980 | loss: 0.031097 | val_loss: 0.0312329 | Time: 4588.8 ms [2021-07-05 17:09:54 main:574] : INFO : Epoch 1981 | loss: 0.0310956 | val_loss: 0.031199 | Time: 4579.42 ms [2021-07-05 17:09:59 main:574] : INFO : Epoch 1982 | loss: 0.0310924 | val_loss: 0.0312136 | Time: 4584.67 ms [2021-07-05 17:10:03 main:574] : INFO : Epoch 1983 | loss: 0.0310851 | val_loss: 0.0312245 | Time: 4614.63 ms [2021-07-05 17:10:08 main:574] : INFO : Epoch 1984 | loss: 0.0310892 | val_loss: 0.0312074 | Time: 4583.67 ms [2021-07-05 17:10:12 main:574] : INFO : Epoch 1985 | loss: 0.0310968 | val_loss: 0.0312053 | Time: 4585.03 ms [2021-07-05 17:10:17 main:574] : INFO : Epoch 1986 | loss: 0.0310912 | val_loss: 0.0312044 | Time: 4576.58 ms [2021-07-05 17:10:22 main:574] : INFO : Epoch 1987 | loss: 0.0310938 | val_loss: 0.0312001 | Time: 4577.23 ms [2021-07-05 17:10:26 main:574] : INFO : Epoch 1988 | loss: 0.0310917 | val_loss: 0.0311978 | Time: 4582.73 ms [2021-07-05 17:10:31 main:574] : INFO : Epoch 1989 | loss: 0.0310889 | val_loss: 0.0312146 | Time: 4579.5 ms [2021-07-05 17:10:35 main:574] : INFO : Epoch 1990 | loss: 0.0310848 | val_loss: 0.0312074 | Time: 4570.25 ms [2021-07-05 17:10:40 main:574] : INFO : Epoch 1991 | loss: 0.0310874 | val_loss: 0.0312107 | Time: 4568.04 ms [2021-07-05 17:10:45 main:574] : INFO : Epoch 1992 | loss: 0.0310882 | val_loss: 0.0312017 | Time: 4572.99 ms [2021-07-05 17:10:49 main:574] : INFO : Epoch 1993 | loss: 0.0310865 | val_loss: 0.0312011 | Time: 4570.87 ms [2021-07-05 17:10:54 main:574] : INFO : Epoch 1994 | loss: 0.0310933 | val_loss: 0.0311848 | Time: 4573.98 ms [2021-07-05 17:10:58 main:574] : INFO : Epoch 1995 | loss: 0.0310977 | val_loss: 0.0312247 | Time: 4589.77 ms [2021-07-05 17:11:03 main:574] : INFO : Epoch 1996 | loss: 0.0310883 | val_loss: 0.0312137 | Time: 4571.53 ms [2021-07-05 17:11:07 main:574] : INFO : Epoch 1997 | loss: 0.031083 | val_loss: 0.0312153 | Time: 4583.54 ms [2021-07-05 17:11:12 main:574] : INFO : Epoch 1998 | loss: 0.0310867 | val_loss: 0.0311847 | Time: 4627.54 ms [2021-07-05 17:11:17 main:574] : INFO : Epoch 1999 | loss: 0.0310927 | val_loss: 0.0312137 | Time: 4604.44 ms [2021-07-05 17:11:21 main:574] : INFO : Epoch 2000 | loss: 0.031086 | val_loss: 0.0312127 | Time: 4607.92 ms [2021-07-05 17:11:26 main:574] : INFO : Epoch 2001 | loss: 0.031084 | val_loss: 0.0312115 | Time: 4603.6 ms [2021-07-05 17:11:31 main:574] : INFO : Epoch 2002 | loss: 0.0310865 | val_loss: 0.0312145 | Time: 4601.38 ms [2021-07-05 17:11:35 main:574] : INFO : Epoch 2003 | loss: 0.0310894 | val_loss: 0.0312381 | Time: 4597.56 ms [2021-07-05 17:11:40 main:574] : INFO : Epoch 2004 | loss: 0.0310886 | val_loss: 0.0312113 | Time: 4605.67 ms [2021-07-05 17:11:44 main:574] : INFO : Epoch 2005 | loss: 0.0310937 | val_loss: 0.0311825 | Time: 4593.71 ms [2021-07-05 17:11:49 main:574] : INFO : Epoch 2006 | loss: 0.0311035 | val_loss: 0.0312067 | Time: 4550.06 ms [2021-07-05 17:11:54 main:574] : INFO : Epoch 2007 | loss: 0.0311093 | val_loss: 0.0311893 | Time: 4611.45 ms [2021-07-05 17:11:58 main:574] : INFO : Epoch 2008 | loss: 0.0311069 | val_loss: 0.0312077 | Time: 4572.96 ms [2021-07-05 17:12:03 main:574] : INFO : Epoch 2009 | loss: 0.0310966 | val_loss: 0.0312087 | Time: 4717.26 ms [2021-07-05 17:12:08 main:574] : INFO : Epoch 2010 | loss: 0.0310925 | val_loss: 0.0311962 | Time: 4704.03 ms [2021-07-05 17:12:12 main:574] : INFO : Epoch 2011 | loss: 0.0310936 | val_loss: 0.0311907 | Time: 4710.84 ms [2021-07-05 17:12:17 main:574] : INFO : Epoch 2012 | loss: 0.0310913 | val_loss: 0.0312169 | Time: 4701.92 ms [2021-07-05 17:12:22 main:574] : INFO : Epoch 2013 | loss: 0.0311093 | val_loss: 0.0312003 | Time: 4716.22 ms [2021-07-05 17:12:26 main:574] : INFO : Epoch 2014 | loss: 0.0311116 | val_loss: 0.0312073 | Time: 4710.09 ms [2021-07-05 17:12:31 main:574] : INFO : Epoch 2015 | loss: 0.0311006 | val_loss: 0.0311902 | Time: 4688.43 ms [2021-07-05 17:12:36 main:574] : INFO : Epoch 2016 | loss: 0.0310935 | val_loss: 0.0312016 | Time: 4709.99 ms [2021-07-05 17:12:41 main:574] : INFO : Epoch 2017 | loss: 0.0311248 | val_loss: 0.0311718 | Time: 4708.05 ms [2021-07-05 17:12:45 main:574] : INFO : Epoch 2018 | loss: 0.0311395 | val_loss: 0.0311672 | Time: 4665.37 ms [2021-07-05 17:12:50 main:574] : INFO : Epoch 2019 | loss: 0.0311334 | val_loss: 0.0311678 | Time: 4659.97 ms [2021-07-05 17:12:55 main:574] : INFO : Epoch 2020 | loss: 0.031131 | val_loss: 0.0311712 | Time: 4711.01 ms [2021-07-05 17:13:00 main:574] : INFO : Epoch 2021 | loss: 0.0311283 | val_loss: 0.031168 | Time: 4704.57 ms [2021-07-05 17:13:04 main:574] : INFO : Epoch 2022 | loss: 0.0311236 | val_loss: 0.0311728 | Time: 4665.6 ms [2021-07-05 17:13:09 main:574] : INFO : Epoch 2023 | loss: 0.0311177 | val_loss: 0.0311761 | Time: 4676.47 ms [2021-07-05 17:13:14 main:574] : INFO : Epoch 2024 | loss: 0.0311117 | val_loss: 0.0311832 | Time: 4696.94 ms [2021-07-05 17:13:18 main:574] : INFO : Epoch 2025 | loss: 0.0311067 | val_loss: 0.0311784 | Time: 4707.1 ms [2021-07-05 17:13:23 main:574] : INFO : Epoch 2026 | loss: 0.0311101 | val_loss: 0.0311983 | Time: 4651.17 ms [2021-07-05 17:13:28 main:574] : INFO : Epoch 2027 | loss: 0.0311067 | val_loss: 0.0311846 | Time: 4568.75 ms [2021-07-05 17:13:32 main:574] : INFO : Epoch 2028 | loss: 0.031107 | val_loss: 0.0312029 | Time: 4585.57 ms [2021-07-05 17:13:37 main:574] : INFO : Epoch 2029 | loss: 0.0310999 | val_loss: 0.0311876 | Time: 4585.38 ms [2021-07-05 17:13:41 main:574] : INFO : Epoch 2030 | loss: 0.0310984 | val_loss: 0.0311972 | Time: 4562.1 ms [2021-07-05 17:13:46 main:574] : INFO : Epoch 2031 | loss: 0.0310923 | val_loss: 0.0312022 | Time: 4572.86 ms [2021-07-05 17:13:50 main:574] : INFO : Epoch 2032 | loss: 0.0310905 | val_loss: 0.0311936 | Time: 4569.83 ms [2021-07-05 17:13:55 main:574] : INFO : Epoch 2033 | loss: 0.0310931 | val_loss: 0.0312173 | Time: 4532.7 ms [2021-07-05 17:14:00 main:574] : INFO : Epoch 2034 | loss: 0.0310865 | val_loss: 0.0311939 | Time: 4544.81 ms [2021-07-05 17:14:04 main:574] : INFO : Epoch 2035 | loss: 0.0310872 | val_loss: 0.0311965 | Time: 4531.48 ms [2021-07-05 17:14:09 main:574] : INFO : Epoch 2036 | loss: 0.0310866 | val_loss: 0.0311953 | Time: 4555.18 ms [2021-07-05 17:14:13 main:574] : INFO : Epoch 2037 | loss: 0.0310883 | val_loss: 0.0311974 | Time: 4540.19 ms [2021-07-05 17:14:18 main:574] : INFO : Epoch 2038 | loss: 0.0310852 | val_loss: 0.0311998 | Time: 4532.74 ms [2021-07-05 17:14:22 main:574] : INFO : Epoch 2039 | loss: 0.0310819 | val_loss: 0.0312054 | Time: 4553.46 ms [2021-07-05 17:14:27 main:574] : INFO : Epoch 2040 | loss: 0.0310849 | val_loss: 0.0312165 | Time: 4533.31 ms [2021-07-05 17:14:31 main:574] : INFO : Epoch 2041 | loss: 0.0310815 | val_loss: 0.0312238 | Time: 4555.08 ms [2021-07-05 17:14:36 main:574] : INFO : Epoch 2042 | loss: 0.0310914 | val_loss: 0.0312151 | Time: 4552.93 ms [2021-07-05 17:14:41 main:574] : INFO : Epoch 2043 | loss: 0.0310904 | val_loss: 0.0312147 | Time: 4534.41 ms [2021-07-05 17:14:45 main:574] : INFO : Epoch 2044 | loss: 0.0310866 | val_loss: 0.0311833 | Time: 4532.03 ms [2021-07-05 17:14:50 main:574] : INFO : Epoch 2045 | loss: 0.031093 | val_loss: 0.0312263 | Time: 4522.66 ms [2021-07-05 17:14:54 main:574] : INFO : Epoch 2046 | loss: 0.031093 | val_loss: 0.0311874 | Time: 4525.51 ms [2021-07-05 17:14:59 main:574] : INFO : Epoch 2047 | loss: 0.0310892 | val_loss: 0.0312163 | Time: 4527.2 ms [2021-07-05 17:15:03 main:574] : INFO : Epoch 2048 | loss: 0.0310889 | val_loss: 0.0312014 | Time: 4532.23 ms [2021-07-05 17:15:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312014 [2021-07-05 17:15:03 main:603] : INFO : Saving end state to config to file [2021-07-05 17:15:03 main:608] : INFO : Success, exiting.. 17:15:03 (17304): 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)