Task 12955503
| Name | ParityModified-1647041654-19247-0_0 |
| Workunit | 10087813 |
| Created | 11 Mar 2022, 23:34:18 UTC |
| Sent | 12 Mar 2022, 20:18:54 UTC |
| Report deadline | 20 Mar 2022, 20:18:54 UTC |
| Received | 20 Mar 2022, 14:25:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 2 days 3 hours 38 min 23 sec |
| CPU time | 11 hours 28 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3:59:20 main:574] : INFO : Epoch 1542 | loss: 0.0310179 | val_loss: 0.031308 | Time: 44252.7 ms [2022-03-20 04:00:05 main:574] : INFO : Epoch 1543 | loss: 0.0310094 | val_loss: 0.0313067 | Time: 44078.2 ms [2022-03-20 04:00:49 main:574] : INFO : Epoch 1544 | loss: 0.0310028 | val_loss: 0.0313478 | Time: 44095.1 ms [2022-03-20 04:01:33 main:574] : INFO : Epoch 1545 | loss: 0.0310163 | val_loss: 0.0313159 | Time: 44051 ms [2022-03-20 04:02:17 main:574] : INFO : Epoch 1546 | loss: 0.0310086 | val_loss: 0.0313402 | Time: 44250.4 ms [2022-03-20 04:03:01 main:574] : INFO : Epoch 1547 | loss: 0.0310177 | val_loss: 0.0313164 | Time: 44066.8 ms [2022-03-20 04:03:46 main:574] : INFO : Epoch 1548 | loss: 0.0310095 | val_loss: 0.0313421 | Time: 44102.3 ms [2022-03-20 04:04:30 main:574] : INFO : Epoch 1549 | loss: 0.0310089 | val_loss: 0.0313445 | Time: 44179.1 ms [2022-03-20 04:05:14 main:574] : INFO : Epoch 1550 | loss: 0.0310114 | val_loss: 0.031342 | Time: 44092.8 ms [2022-03-20 04:05:58 main:574] : INFO : Epoch 1551 | loss: 0.0310052 | val_loss: 0.0313388 | Time: 44289.4 ms [2022-03-20 04:06:42 main:574] : INFO : Epoch 1552 | loss: 0.0310077 | val_loss: 0.0313049 | Time: 44055.5 ms [2022-03-20 04:07:27 main:574] : INFO : Epoch 1553 | loss: 0.0310119 | val_loss: 0.0313063 | Time: 44275.3 ms [2022-03-20 04:08:11 main:574] : INFO : Epoch 1554 | loss: 0.0310107 | val_loss: 0.0312995 | Time: 44233.3 ms [2022-03-20 04:08:56 main:574] : INFO : Epoch 1555 | loss: 0.0310174 | val_loss: 0.0312779 | Time: 44149.9 ms [2022-03-20 04:09:40 main:574] : INFO : Epoch 1556 | loss: 0.0310148 | val_loss: 0.0313178 | Time: 44119.5 ms [2022-03-20 04:10:24 main:574] : INFO : Epoch 1557 | loss: 0.0310215 | val_loss: 0.0313125 | Time: 44042.7 ms [2022-03-20 04:11:08 main:574] : INFO : Epoch 1558 | loss: 0.0310161 | val_loss: 0.0313735 | Time: 44088.4 ms [2022-03-20 04:11:52 main:574] : INFO : Epoch 1559 | loss: 0.0310076 | val_loss: 0.0313491 | Time: 44098.1 ms [2022-03-20 04:12:37 main:574] : INFO : Epoch 1560 | loss: 0.0310185 | val_loss: 0.0313174 | Time: 44161.4 ms [2022-03-20 04:13:21 main:574] : INFO : Epoch 1561 | loss: 0.0310185 | val_loss: 0.0313503 | Time: 44212.9 ms [2022-03-20 04:14:05 main:574] : INFO : Epoch 1562 | loss: 0.0310019 | val_loss: 0.031294 | Time: 44151.7 ms [2022-03-20 04:14:49 main:574] : INFO : Epoch 1563 | loss: 0.0310113 | val_loss: 0.031311 | Time: 44125 ms [2022-03-20 04:15:34 main:574] : INFO : Epoch 1564 | loss: 0.0310136 | val_loss: 0.0312859 | Time: 44147.2 ms [2022-03-20 04:16:18 main:574] : INFO : Epoch 1565 | loss: 0.0310085 | val_loss: 0.0313168 | Time: 44190 ms [2022-03-20 04:17:02 main:574] : INFO : Epoch 1566 | loss: 0.0310182 | val_loss: 0.0313056 | Time: 44033.4 ms [2022-03-20 04:17:46 main:574] : INFO : Epoch 1567 | loss: 0.0310147 | val_loss: 0.0313251 | Time: 44224.2 ms [2022-03-20 04:18:31 main:574] : INFO : Epoch 1568 | loss: 0.0310195 | val_loss: 0.0313562 | Time: 44260.9 ms [2022-03-20 04:19:15 main:574] : INFO : Epoch 1569 | loss: 0.031021 | val_loss: 0.0313138 | Time: 44037.4 ms [2022-03-20 04:19:59 main:574] : INFO : Epoch 1570 | loss: 0.0310141 | val_loss: 0.0313176 | Time: 44223.3 ms [2022-03-20 04:20:44 main:574] : INFO : Epoch 1571 | loss: 0.0310053 | val_loss: 0.0313207 | Time: 44310.4 ms [2022-03-20 04:21:28 main:574] : INFO : Epoch 1572 | loss: 0.0310089 | val_loss: 0.031311 | Time: 44098.4 ms [2022-03-20 04:22:12 main:574] : INFO : Epoch 1573 | loss: 0.0310322 | val_loss: 0.0312791 | Time: 44239.9 ms [2022-03-20 04:22:56 main:574] : INFO : Epoch 1574 | loss: 0.0310229 | val_loss: 0.0313297 | Time: 44122.6 ms [2022-03-20 04:23:41 main:574] : INFO : Epoch 1575 | loss: 0.0310105 | val_loss: 0.0313225 | Time: 44270.2 ms [2022-03-20 04:24:25 main:574] : INFO : Epoch 1576 | loss: 0.0310067 | val_loss: 0.0313566 | Time: 44180.3 ms [2022-03-20 04:25:09 main:574] : INFO : Epoch 1577 | loss: 0.0310073 | val_loss: 0.0313148 | Time: 44177.7 ms [2022-03-20 04:25:54 main:574] : INFO : Epoch 1578 | loss: 0.0310101 | val_loss: 0.0312919 | Time: 44162.6 ms [2022-03-20 04:26:38 main:574] : INFO : Epoch 1579 | loss: 0.031012 | val_loss: 0.0313125 | Time: 44307.6 ms [2022-03-20 04:27:22 main:574] : INFO : Epoch 1580 | loss: 0.0310154 | val_loss: 0.0312971 | Time: 44138.4 ms [2022-03-20 04:28:06 main:574] : INFO : Epoch 1581 | loss: 0.0310109 | val_loss: 0.0313283 | Time: 44138.9 ms [2022-03-20 04:28:51 main:574] : INFO : Epoch 1582 | loss: 0.0310027 | val_loss: 0.03133 | Time: 44221.9 ms [2022-03-20 04:29:35 main:574] : INFO : Epoch 1583 | loss: 0.0310075 | val_loss: 0.0313105 | Time: 44119.2 ms [2022-03-20 04:30:19 main:574] : INFO : Epoch 1584 | loss: 0.0310068 | val_loss: 0.0312942 | Time: 44061.7 ms [2022-03-20 04:31:04 main:574] : INFO : Epoch 1585 | loss: 0.0310065 | val_loss: 0.0312846 | Time: 44236.2 ms [2022-03-20 04:31:48 main:574] : INFO : Epoch 1586 | loss: 0.0310209 | val_loss: 0.0313426 | Time: 44130.5 ms [2022-03-20 04:32:32 main:574] : INFO : Epoch 1587 | loss: 0.0310109 | val_loss: 0.0312957 | Time: 44209.2 ms [2022-03-20 04:33:16 main:574] : INFO : Epoch 1588 | loss: 0.031014 | val_loss: 0.0313052 | Time: 44190.5 ms [2022-03-20 04:34:01 main:574] : INFO : Epoch 1589 | loss: 0.0310165 | val_loss: 0.0312944 | Time: 44160.4 ms [2022-03-20 04:34:45 main:574] : INFO : Epoch 1590 | loss: 0.0310072 | val_loss: 0.0313161 | Time: 44105.3 ms [2022-03-20 04:35:29 main:574] : INFO : Epoch 1591 | loss: 0.0310051 | val_loss: 0.0313361 | Time: 44076 ms [2022-03-20 04:36:13 main:574] : INFO : Epoch 1592 | loss: 0.0310064 | val_loss: 0.0313481 | Time: 44072.1 ms [2022-03-20 04:36:57 main:574] : INFO : Epoch 1593 | loss: 0.031018 | val_loss: 0.0313498 | Time: 44242.4 ms [2022-03-20 04:37:42 main:574] : INFO : Epoch 1594 | loss: 0.0310143 | val_loss: 0.0313077 | Time: 44033.7 ms [2022-03-20 04:38:26 main:574] : INFO : Epoch 1595 | loss: 0.031022 | val_loss: 0.0312957 | Time: 44234.7 ms [2022-03-20 04:39:10 main:574] : INFO : Epoch 1596 | loss: 0.0310081 | val_loss: 0.0312927 | Time: 44015.6 ms [2022-03-20 04:39:54 main:574] : INFO : Epoch 1597 | loss: 0.0310281 | val_loss: 0.0313123 | Time: 44102.2 ms [2022-03-20 04:40:38 main:574] : INFO : Epoch 1598 | loss: 0.031015 | val_loss: 0.0313265 | Time: 44181.7 ms [2022-03-20 04:41:23 main:574] : INFO : Epoch 1599 | loss: 0.0310178 | val_loss: 0.0313579 | Time: 44212 ms [2022-03-20 04:42:07 main:574] : INFO : Epoch 1600 | loss: 0.0310161 | val_loss: 0.0313244 | Time: 44366.8 ms [2022-03-20 04:42:52 main:574] : INFO : Epoch 1601 | loss: 0.0310329 | val_loss: 0.0312882 | Time: 44183.1 ms [2022-03-20 04:43:36 main:574] : INFO : Epoch 1602 | loss: 0.0310361 | val_loss: 0.0313016 | Time: 44231 ms [2022-03-20 04:44:20 main:574] : INFO : Epoch 1603 | loss: 0.0310156 | val_loss: 0.0313177 | Time: 44234.9 ms [2022-03-20 04:45:05 main:574] : INFO : Epoch 1604 | loss: 0.0310114 | val_loss: 0.031369 | Time: 44173 ms [2022-03-20 04:45:49 main:574] : INFO : Epoch 1605 | loss: 0.031017 | val_loss: 0.0312989 | Time: 44124.6 ms [2022-03-20 04:46:33 main:574] : INFO : Epoch 1606 | loss: 0.0310116 | val_loss: 0.0312623 | Time: 44258.2 ms [2022-03-20 04:47:17 main:574] : INFO : Epoch 1607 | loss: 0.0310138 | val_loss: 0.0312811 | Time: 44106.1 ms [2022-03-20 04:48:02 main:574] : INFO : Epoch 1608 | loss: 0.0310114 | val_loss: 0.0312959 | Time: 44345.3 ms [2022-03-20 04:48:46 main:574] : INFO : Epoch 1609 | loss: 0.0310095 | val_loss: 0.0313213 | Time: 44243.1 ms [2022-03-20 04:49:31 main:574] : INFO : Epoch 1610 | loss: 0.0310095 | val_loss: 0.0313046 | Time: 44449.4 ms [2022-03-20 04:50:15 main:574] : INFO : Epoch 1611 | loss: 0.0310302 | val_loss: 0.0312932 | Time: 44183.9 ms [2022-03-20 04:50:59 main:574] : INFO : Epoch 1612 | loss: 0.0310212 | val_loss: 0.0312776 | Time: 44175.4 ms [2022-03-20 04:51:43 main:574] : INFO : Epoch 1613 | loss: 0.0310321 | val_loss: 0.0312922 | Time: 44188.6 ms [2022-03-20 04:52:28 main:574] : INFO : Epoch 1614 | loss: 0.0310176 | val_loss: 0.0313352 | Time: 44229.3 ms [2022-03-20 04:53:12 main:574] : INFO : Epoch 1615 | loss: 0.0310084 | val_loss: 0.0313079 | Time: 44146.8 ms [2022-03-20 04:53:56 main:574] : INFO : Epoch 1616 | loss: 0.031017 | val_loss: 0.031351 | Time: 44153.6 ms [2022-03-20 04:54:41 main:574] : INFO : Epoch 1617 | loss: 0.0310123 | val_loss: 0.0313289 | Time: 44224.4 ms [2022-03-20 04:55:25 main:574] : INFO : Epoch 1618 | loss: 0.0310086 | val_loss: 0.0313254 | Time: 44129.3 ms [2022-03-20 04:56:09 main:574] : INFO : Epoch 1619 | loss: 0.0310128 | val_loss: 0.0313328 | Time: 44207.9 ms [2022-03-20 04:56:53 main:574] : INFO : Epoch 1620 | loss: 0.0310029 | val_loss: 0.0313032 | Time: 44101.2 ms [2022-03-20 04:57:38 main:574] : INFO : Epoch 1621 | loss: 0.0310057 | val_loss: 0.031272 | Time: 44232.3 ms [2022-03-20 04:58:22 main:574] : INFO : Epoch 1622 | loss: 0.0310129 | val_loss: 0.0313421 | Time: 44229.2 ms [2022-03-20 04:59:06 main:574] : INFO : Epoch 1623 | loss: 0.031007 | val_loss: 0.0313293 | Time: 44378.1 ms [2022-03-20 05:00:02 main:574] : INFO : Epoch 1624 | loss: 0.0310043 | val_loss: 0.0313178 | Time: 55067.7 ms [2022-03-20 05:00:46 main:574] : INFO : Epoch 1625 | loss: 0.0310052 | val_loss: 0.0313315 | Time: 44217.7 ms [2022-03-20 05:01:30 main:574] : INFO : Epoch 1626 | loss: 0.0310068 | val_loss: 0.0313206 | Time: 44432.8 ms [2022-03-20 05:02:15 main:574] : INFO : Epoch 1627 | loss: 0.0310095 | val_loss: 0.0312998 | Time: 44244.9 ms [2022-03-20 05:03:02 main:574] : INFO : Epoch 1628 | loss: 0.0310174 | val_loss: 0.0312799 | Time: 47203.7 ms [2022-03-20 05:03:47 main:574] : INFO : Epoch 1629 | loss: 0.0310055 | val_loss: 0.0312884 | Time: 44439.9 ms [2022-03-20 05:04:31 main:574] : INFO : Epoch 1630 | loss: 0.0310108 | val_loss: 0.0313035 | Time: 44259.7 ms [2022-03-20 05:05:16 main:574] : INFO : Epoch 1631 | loss: 0.0310127 | val_loss: 0.0312887 | Time: 44561.9 ms [2022-03-20 05:06:04 main:574] : INFO : Epoch 1632 | loss: 0.0310059 | val_loss: 0.0313332 | Time: 47773.8 ms [2022-03-20 05:06:48 main:574] : INFO : Epoch 1633 | loss: 0.0310117 | val_loss: 0.0313037 | Time: 44463.9 ms [2022-03-20 05:07:33 main:574] : INFO : Epoch 1634 | loss: 0.0310127 | val_loss: 0.031323 | Time: 44344.6 ms [2022-03-20 05:08:22 main:574] : INFO : Epoch 1635 | loss: 0.0310063 | val_loss: 0.0313334 | Time: 48981.9 ms [2022-03-20 05:09:06 main:574] : INFO : Epoch 1636 | loss: 0.0310154 | val_loss: 0.0313053 | Time: 44352.7 ms [2022-03-20 05:09:51 main:574] : INFO : Epoch 1637 | loss: 0.0310154 | val_loss: 0.0312854 | Time: 44241 ms [2022-03-20 05:10:35 main:574] : INFO : Epoch 1638 | loss: 0.0310164 | val_loss: 0.0312836 | Time: 44622 ms [2022-03-20 05:11:22 main:574] : INFO : Epoch 1639 | loss: 0.0310087 | val_loss: 0.031315 | Time: 47057.2 ms [2022-03-20 05:12:07 main:574] : INFO : Epoch 1640 | loss: 0.0309982 | val_loss: 0.0312948 | Time: 44473.4 ms [2022-03-20 05:12:51 main:574] : INFO : Epoch 1641 | loss: 0.0310018 | val_loss: 0.031338 | Time: 44309.6 ms [2022-03-20 05:13:40 main:574] : INFO : Epoch 1642 | loss: 0.0310047 | val_loss: 0.0313499 | Time: 48002.3 ms [2022-03-20 05:14:24 main:574] : INFO : Epoch 1643 | loss: 0.0310109 | val_loss: 0.0313322 | Time: 44272.2 ms [2022-03-20 05:15:08 main:574] : INFO : Epoch 1644 | loss: 0.0310124 | val_loss: 0.0313069 | Time: 44335.2 ms [2022-03-20 05:15:53 main:574] : INFO : Epoch 1645 | loss: 0.0310088 | val_loss: 0.0313291 | Time: 44356.4 ms [2022-03-20 05:16:37 main:574] : INFO : Epoch 1646 | loss: 0.0310027 | val_loss: 0.0313264 | Time: 44303 ms [2022-03-20 05:17:22 main:574] : INFO : Epoch 1647 | loss: 0.0310046 | val_loss: 0.0313429 | Time: 44337.2 ms [2022-03-20 05:18:06 main:574] : INFO : Epoch 1648 | loss: 0.0310026 | val_loss: 0.0312855 | Time: 44385.8 ms [2022-03-20 05:18:51 main:574] : INFO : Epoch 1649 | loss: 0.0310042 | val_loss: 0.0313202 | Time: 44335.2 ms [2022-03-20 05:19:36 main:574] : INFO : Epoch 1650 | loss: 0.0310076 | val_loss: 0.0313072 | Time: 45603.2 ms [2022-03-20 05:20:21 main:574] : INFO : Epoch 1651 | loss: 0.0310028 | val_loss: 0.0313203 | Time: 44450 ms [2022-03-20 05:21:05 main:574] : INFO : Epoch 1652 | loss: 0.0310248 | val_loss: 0.0313333 | Time: 44397.4 ms [2022-03-20 05:21:50 main:574] : INFO : Epoch 1653 | loss: 0.0310258 | val_loss: 0.0312636 | Time: 44418 ms [2022-03-20 05:22:34 main:574] : INFO : Epoch 1654 | loss: 0.0310107 | val_loss: 0.0312792 | Time: 44290.5 ms [2022-03-20 05:23:19 main:574] : INFO : Epoch 1655 | loss: 0.0310029 | val_loss: 0.0313063 | Time: 44437.6 ms [2022-03-20 05:24:07 main:574] : INFO : Epoch 1656 | loss: 0.0310052 | val_loss: 0.0313573 | Time: 47712 ms [2022-03-20 05:24:51 main:574] : INFO : Epoch 1657 | loss: 0.031003 | val_loss: 0.0313214 | Time: 44527.6 ms [2022-03-20 05:25:36 main:574] : INFO : Epoch 1658 | loss: 0.0310114 | val_loss: 0.0313185 | Time: 44452.7 ms [2022-03-20 05:26:21 main:574] : INFO : Epoch 1659 | loss: 0.0310073 | val_loss: 0.0313369 | Time: 44691.6 ms [2022-03-20 05:27:05 main:574] : INFO : Epoch 1660 | loss: 0.0310044 | val_loss: 0.0313311 | Time: 44384.6 ms [2022-03-20 05:27:53 main:574] : INFO : Epoch 1661 | loss: 0.0310055 | val_loss: 0.0313045 | Time: 48150 ms [2022-03-20 05:28:38 main:574] : INFO : Epoch 1662 | loss: 0.0310037 | val_loss: 0.0313083 | Time: 44661.6 ms [2022-03-20 05:29:23 main:574] : INFO : Epoch 1663 | loss: 0.0310082 | val_loss: 0.0313022 | Time: 44816.3 ms [2022-03-20 05:30:07 main:574] : INFO : Epoch 1664 | loss: 0.0310064 | val_loss: 0.031301 | Time: 44258.9 ms [2022-03-20 05:30:56 main:574] : INFO : Epoch 1665 | loss: 0.0310112 | val_loss: 0.0313097 | Time: 48171.7 ms [2022-03-20 05:31:40 main:574] : INFO : Epoch 1666 | loss: 0.0310041 | val_loss: 0.0312981 | Time: 44510.2 ms [2022-03-20 05:32:25 main:574] : INFO : Epoch 1667 | loss: 0.0310045 | val_loss: 0.0313463 | Time: 44265.6 ms [2022-03-20 05:33:09 main:574] : INFO : Epoch 1668 | loss: 0.0310065 | val_loss: 0.031317 | Time: 44342.4 ms [2022-03-20 05:33:53 main:574] : INFO : Epoch 1669 | loss: 0.0310065 | val_loss: 0.0313522 | Time: 44099.2 ms [2022-03-20 05:34:42 main:574] : INFO : Epoch 1670 | loss: 0.0310026 | val_loss: 0.0313185 | Time: 48177.7 ms [2022-03-20 05:35:26 main:574] : INFO : Epoch 1671 | loss: 0.031006 | val_loss: 0.0313421 | Time: 44109.4 ms [2022-03-20 05:36:11 main:574] : INFO : Epoch 1672 | loss: 0.031005 | val_loss: 0.0313118 | Time: 44586 ms [2022-03-20 05:37:00 main:574] : INFO : Epoch 1673 | loss: 0.0310027 | val_loss: 0.0313281 | Time: 48941.2 ms [2022-03-20 05:37:44 main:574] : INFO : Epoch 1674 | loss: 0.0310033 | val_loss: 0.031345 | Time: 44225.7 ms [2022-03-20 05:38:28 main:574] : INFO : Epoch 1675 | loss: 0.0310091 | val_loss: 0.0313258 | Time: 44275 ms [2022-03-20 05:39:16 main:574] : INFO : Epoch 1676 | loss: 0.0310088 | val_loss: 0.0313112 | Time: 47870 ms [2022-03-20 05:40:01 main:574] : INFO : Epoch 1677 | loss: 0.0310007 | val_loss: 0.0313235 | Time: 44241.4 ms [2022-03-20 05:40:48 main:574] : INFO : Epoch 1678 | loss: 0.0310148 | val_loss: 0.0313163 | Time: 47081.7 ms [2022-03-20 05:41:35 main:574] : INFO : Epoch 1679 | loss: 0.0310083 | val_loss: 0.0313432 | Time: 46991.3 ms [2022-03-20 05:42:22 main:574] : INFO : Epoch 1680 | loss: 0.0310164 | val_loss: 0.0312911 | Time: 46846 ms [2022-03-20 05:43:07 main:574] : INFO : Epoch 1681 | loss: 0.0310092 | val_loss: 0.0313495 | Time: 44223.1 ms [2022-03-20 05:43:51 main:574] : INFO : Epoch 1682 | loss: 0.0310044 | val_loss: 0.0313512 | Time: 44386.9 ms [2022-03-20 05:44:38 main:574] : INFO : Epoch 1683 | loss: 0.0310024 | val_loss: 0.0313431 | Time: 47069.8 ms [2022-03-20 05:45:22 main:574] : INFO : Epoch 1684 | loss: 0.0310014 | val_loss: 0.0313457 | Time: 44156.3 ms [2022-03-20 05:46:07 main:574] : INFO : Epoch 1685 | loss: 0.030996 | val_loss: 0.0313327 | Time: 44220.8 ms [2022-03-20 05:46:53 main:574] : INFO : Epoch 1686 | loss: 0.031003 | val_loss: 0.031301 | Time: 46168.2 ms [2022-03-20 05:47:37 main:574] : INFO : Epoch 1687 | loss: 0.0310081 | val_loss: 0.0313044 | Time: 44329.7 ms [2022-03-20 05:48:22 main:574] : INFO : Epoch 1688 | loss: 0.0310078 | val_loss: 0.0312858 | Time: 44274.9 ms [2022-03-20 05:49:06 main:574] : INFO : Epoch 1689 | loss: 0.031007 | val_loss: 0.0313137 | Time: 44388.8 ms [2022-03-20 05:49:51 main:574] : INFO : Epoch 1690 | loss: 0.0310137 | val_loss: 0.0313443 | Time: 44126 ms [2022-03-20 05:50:42 main:574] : INFO : Epoch 1691 | loss: 0.0310096 | val_loss: 0.0313581 | Time: 51616.2 ms [2022-03-20 05:51:27 main:574] : INFO : Epoch 1692 | loss: 0.0310087 | val_loss: 0.0313612 | Time: 44453.3 ms [2022-03-20 05:52:11 main:574] : INFO : Epoch 1693 | loss: 0.0310043 | val_loss: 0.0313334 | Time: 44480.1 ms [2022-03-20 05:52:56 main:574] : INFO : Epoch 1694 | loss: 0.0309996 | val_loss: 0.0313025 | Time: 44309.4 ms [2022-03-20 05:53:40 main:574] : INFO : Epoch 1695 | loss: 0.0310185 | val_loss: 0.0313595 | Time: 44275.2 ms [2022-03-20 05:54:28 main:574] : INFO : Epoch 1696 | loss: 0.0310094 | val_loss: 0.031312 | Time: 47742.9 ms [2022-03-20 05:55:12 main:574] : INFO : Epoch 1697 | loss: 0.0310048 | val_loss: 0.0313529 | Time: 44257.7 ms [2022-03-20 05:55:57 main:574] : INFO : Epoch 1698 | loss: 0.0310065 | val_loss: 0.0313164 | Time: 44363.3 ms [2022-03-20 05:56:45 main:574] : INFO : Epoch 1699 | loss: 0.0310026 | val_loss: 0.0313109 | Time: 48124.7 ms [2022-03-20 05:57:33 main:574] : INFO : Epoch 1700 | loss: 0.0309991 | val_loss: 0.0313007 | Time: 48244.2 ms [2022-03-20 05:58:20 main:574] : INFO : Epoch 1701 | loss: 0.0310073 | val_loss: 0.031338 | Time: 46631.9 ms [2022-03-20 05:59:05 main:574] : INFO : Epoch 1702 | loss: 0.0309963 | val_loss: 0.0313296 | Time: 44249.2 ms [2022-03-20 05:59:49 main:574] : INFO : Epoch 1703 | loss: 0.0309928 | val_loss: 0.0313219 | Time: 44234.8 ms [2022-03-20 06:00:37 main:574] : INFO : Epoch 1704 | loss: 0.0309978 | val_loss: 0.0313637 | Time: 48349.7 ms [2022-03-20 06:01:22 main:574] : INFO : Epoch 1705 | loss: 0.0310067 | val_loss: 0.0313188 | Time: 44197.7 ms [2022-03-20 06:02:06 main:574] : INFO : Epoch 1706 | loss: 0.0309986 | val_loss: 0.0313226 | Time: 44344.8 ms [2022-03-20 06:02:54 main:574] : INFO : Epoch 1707 | loss: 0.0309969 | val_loss: 0.0313267 | Time: 47744.8 ms [2022-03-20 06:03:39 main:574] : INFO : Epoch 1708 | loss: 0.0310111 | val_loss: 0.0312842 | Time: 44455.6 ms [2022-03-20 06:04:26 main:574] : INFO : Epoch 1709 | loss: 0.0310093 | val_loss: 0.0313054 | Time: 47625.2 ms [2022-03-20 06:05:11 main:574] : INFO : Epoch 1710 | loss: 0.0310011 | val_loss: 0.0313173 | Time: 44182.6 ms [2022-03-20 06:05:55 main:574] : INFO : Epoch 1711 | loss: 0.0310095 | val_loss: 0.0312988 | Time: 44444.1 ms [2022-03-20 06:06:43 main:574] : INFO : Epoch 1712 | loss: 0.0310148 | val_loss: 0.0312891 | Time: 47426.4 ms [2022-03-20 06:07:27 main:574] : INFO : Epoch 1713 | loss: 0.0310285 | val_loss: 0.0312932 | Time: 44496.5 ms [2022-03-20 06:08:15 main:574] : INFO : Epoch 1714 | loss: 0.0310091 | val_loss: 0.0313097 | Time: 47461.1 ms [2022-03-20 06:09:00 main:574] : INFO : Epoch 1715 | loss: 0.0310052 | val_loss: 0.0313 | Time: 44485.7 ms [2022-03-20 06:09:45 main:574] : INFO : Epoch 1716 | loss: 0.031003 | val_loss: 0.0313236 | Time: 44290.4 ms [2022-03-20 06:10:29 main:574] : INFO : Epoch 1717 | loss: 0.0310071 | val_loss: 0.0312956 | Time: 44336.6 ms [2022-03-20 06:11:14 main:574] : INFO : Epoch 1718 | loss: 0.0310076 | val_loss: 0.031313 | Time: 44313 ms [2022-03-20 06:12:01 main:574] : INFO : Epoch 1719 | loss: 0.0309976 | val_loss: 0.0313079 | Time: 47346.5 ms [2022-03-20 06:12:46 main:574] : INFO : Epoch 1720 | loss: 0.031026 | val_loss: 0.0312981 | Time: 44453.1 ms [2022-03-20 06:13:34 main:574] : INFO : Epoch 1721 | loss: 0.0310161 | val_loss: 0.0313132 | Time: 48416.8 ms [2022-03-20 06:14:19 main:574] : INFO : Epoch 1722 | loss: 0.0310073 | val_loss: 0.0313101 | Time: 44377.2 ms [2022-03-20 06:15:03 main:574] : INFO : Epoch 1723 | loss: 0.0310145 | val_loss: 0.0313351 | Time: 44229.3 ms [2022-03-20 06:15:51 main:574] : INFO : Epoch 1724 | loss: 0.0310193 | val_loss: 0.0313304 | Time: 47940.2 ms [2022-03-20 06:16:35 main:574] : INFO : Epoch 1725 | loss: 0.0310066 | val_loss: 0.031313 | Time: 44216.2 ms [2022-03-20 06:17:24 main:574] : INFO : Epoch 1726 | loss: 0.030998 | val_loss: 0.031324 | Time: 48875.3 ms [2022-03-20 06:18:09 main:574] : INFO : Epoch 1727 | loss: 0.0310041 | val_loss: 0.0313421 | Time: 44286.4 ms [2022-03-20 06:18:53 main:574] : INFO : Epoch 1728 | loss: 0.0310015 | val_loss: 0.031341 | Time: 44224.6 ms [2022-03-20 06:19:42 main:574] : INFO : Epoch 1729 | loss: 0.0309997 | val_loss: 0.0313083 | Time: 48682 ms [2022-03-20 06:20:27 main:574] : INFO : Epoch 1730 | loss: 0.0309988 | val_loss: 0.0313045 | Time: 44454.8 ms [2022-03-20 06:21:15 main:574] : INFO : Epoch 1731 | loss: 0.0310019 | val_loss: 0.0313174 | Time: 48081.9 ms [2022-03-20 06:21:59 main:574] : INFO : Epoch 1732 | loss: 0.0310059 | val_loss: 0.0313009 | Time: 44262.8 ms [2022-03-20 06:22:44 main:574] : INFO : Epoch 1733 | loss: 0.0309986 | val_loss: 0.0313224 | Time: 44426.1 ms [2022-03-20 06:23:32 main:574] : INFO : Epoch 1734 | loss: 0.031003 | val_loss: 0.0313157 | Time: 47973.1 ms [2022-03-20 06:24:16 main:574] : INFO : Epoch 1735 | loss: 0.03101 | val_loss: 0.0313121 | Time: 44339.5 ms [2022-03-20 06:25:04 main:574] : INFO : Epoch 1736 | loss: 0.0310001 | val_loss: 0.0313057 | Time: 47806.9 ms [2022-03-20 06:25:49 main:574] : INFO : Epoch 1737 | loss: 0.0310049 | val_loss: 0.0313033 | Time: 44464.6 ms [2022-03-20 06:26:33 main:574] : INFO : Epoch 1738 | loss: 0.0310085 | val_loss: 0.0313057 | Time: 44158.7 ms [2022-03-20 06:27:20 main:574] : INFO : Epoch 1739 | loss: 0.0310037 | val_loss: 0.0313046 | Time: 46815.3 ms [2022-03-20 06:28:04 main:574] : INFO : Epoch 1740 | loss: 0.0309973 | val_loss: 0.0312905 | Time: 44263.2 ms [2022-03-20 06:28:53 main:574] : INFO : Epoch 1741 | loss: 0.0309922 | val_loss: 0.0313077 | Time: 48784.2 ms [2022-03-20 06:29:37 main:574] : INFO : Epoch 1742 | loss: 0.0310028 | val_loss: 0.0313238 | Time: 44268.7 ms [2022-03-20 06:30:25 main:574] : INFO : Epoch 1743 | loss: 0.0310045 | val_loss: 0.0313265 | Time: 47942.3 ms [2022-03-20 06:31:10 main:574] : INFO : Epoch 1744 | loss: 0.0309999 | val_loss: 0.0312906 | Time: 44438.5 ms [2022-03-20 06:31:54 main:574] : INFO : Epoch 1745 | loss: 0.0310063 | val_loss: 0.0312734 | Time: 44388.4 ms [2022-03-20 06:32:42 main:574] : INFO : Epoch 1746 | loss: 0.0310148 | val_loss: 0.0312939 | Time: 47438.4 ms [2022-03-20 06:33:26 main:574] : INFO : Epoch 1747 | loss: 0.0310516 | val_loss: 0.0313131 | Time: 44219 ms [2022-03-20 06:34:11 main:574] : INFO : Epoch 1748 | loss: 0.0310453 | val_loss: 0.0312868 | Time: 44448.3 ms [2022-03-20 06:34:59 main:574] : INFO : Epoch 1749 | loss: 0.0310262 | val_loss: 0.0313246 | Time: 48305 ms [2022-03-20 06:35:43 main:574] : INFO : Epoch 1750 | loss: 0.031016 | val_loss: 0.0312816 | Time: 44221.3 ms [2022-03-20 06:36:28 main:574] : INFO : Epoch 1751 | loss: 0.0310072 | val_loss: 0.0313187 | Time: 44375.1 ms [2022-03-20 06:37:15 main:574] : INFO : Epoch 1752 | loss: 0.0309956 | val_loss: 0.0313285 | Time: 47248.2 ms [2022-03-20 06:38:03 main:574] : INFO : Epoch 1753 | loss: 0.0309953 | val_loss: 0.0312929 | Time: 47678.1 ms [2022-03-20 06:38:48 main:574] : INFO : Epoch 1754 | loss: 0.0310023 | val_loss: 0.0313516 | Time: 44444.6 ms [2022-03-20 06:39:32 main:574] : INFO : Epoch 1755 | loss: 0.031 | val_loss: 0.0313183 | Time: 44258.8 ms [2022-03-20 06:40:16 main:574] : INFO : Epoch 1756 | loss: 0.0310027 | val_loss: 0.0313492 | Time: 44314.2 ms [2022-03-20 06:41:01 main:574] : INFO : Epoch 1757 | loss: 0.0310009 | val_loss: 0.0313642 | Time: 44150.6 ms [2022-03-20 06:41:52 main:574] : INFO : Epoch 1758 | loss: 0.0310138 | val_loss: 0.031272 | Time: 51115.6 ms [2022-03-20 06:42:36 main:574] : INFO : Epoch 1759 | loss: 0.0310293 | val_loss: 0.0313082 | Time: 44430.7 ms [2022-03-20 06:43:24 main:574] : INFO : Epoch 1760 | loss: 0.0310119 | val_loss: 0.0313091 | Time: 47828.4 ms [2022-03-20 06:44:09 main:574] : INFO : Epoch 1761 | loss: 0.0310075 | val_loss: 0.031334 | Time: 44218.7 ms [2022-03-20 06:44:57 main:574] : INFO : Epoch 1762 | loss: 0.0309998 | val_loss: 0.0313236 | Time: 48190.9 ms [2022-03-20 06:45:41 main:574] : INFO : Epoch 1763 | loss: 0.0310044 | val_loss: 0.0313486 | Time: 44257 ms [2022-03-20 06:46:26 main:574] : INFO : Epoch 1764 | loss: 0.0310002 | val_loss: 0.0313569 | Time: 44314.6 ms [2022-03-20 06:47:15 main:574] : INFO : Epoch 1765 | loss: 0.0309964 | val_loss: 0.0313329 | Time: 48922.8 ms [2022-03-20 06:47:59 main:574] : INFO : Epoch 1766 | loss: 0.0310021 | val_loss: 0.0313109 | Time: 44308 ms [2022-03-20 06:48:44 main:574] : INFO : Epoch 1767 | loss: 0.0310133 | val_loss: 0.0313104 | Time: 44300.2 ms [2022-03-20 06:49:29 main:574] : INFO : Epoch 1768 | loss: 0.0310128 | val_loss: 0.0313005 | Time: 44560.3 ms [2022-03-20 06:50:19 main:574] : INFO : Epoch 1769 | loss: 0.0310232 | val_loss: 0.0313088 | Time: 50081.4 ms [2022-03-20 06:51:03 main:574] : INFO : Epoch 1770 | loss: 0.0310102 | val_loss: 0.0313173 | Time: 44450.4 ms [2022-03-20 06:51:48 main:574] : INFO : Epoch 1771 | loss: 0.0310101 | val_loss: 0.0312924 | Time: 44255.7 ms [2022-03-20 06:52:36 main:574] : INFO : Epoch 1772 | loss: 0.0310035 | val_loss: 0.0312998 | Time: 48050.8 ms [2022-03-20 06:53:20 main:574] : INFO : Epoch 1773 | loss: 0.0309997 | val_loss: 0.0312881 | Time: 44350.7 ms [2022-03-20 06:54:08 main:574] : INFO : Epoch 1774 | loss: 0.0310117 | val_loss: 0.0312858 | Time: 47699.9 ms [2022-03-20 06:54:53 main:574] : INFO : Epoch 1775 | loss: 0.0309991 | val_loss: 0.0313188 | Time: 44372.9 ms [2022-03-20 06:55:37 main:574] : INFO : Epoch 1776 | loss: 0.0309906 | val_loss: 0.0313195 | Time: 44162.8 ms [2022-03-20 06:56:26 main:574] : INFO : Epoch 1777 | loss: 0.0310049 | val_loss: 0.0313065 | Time: 48728.7 ms [2022-03-20 06:57:11 main:574] : INFO : Epoch 1778 | loss: 0.0310062 | val_loss: 0.0313082 | Time: 44395.9 ms [2022-03-20 06:57:59 main:574] : INFO : Epoch 1779 | loss: 0.0310065 | val_loss: 0.0313226 | Time: 47891.1 ms [2022-03-20 06:58:46 main:574] : INFO : Epoch 1780 | loss: 0.0309989 | val_loss: 0.0313056 | Time: 47136.8 ms [2022-03-20 06:59:30 main:574] : INFO : Epoch 1781 | loss: 0.0310006 | val_loss: 0.0313314 | Time: 44247.7 ms [2022-03-20 07:00:15 main:574] : INFO : Epoch 1782 | loss: 0.0309975 | val_loss: 0.0313371 | Time: 44507.6 ms [2022-03-20 07:01:03 main:574] : INFO : Epoch 1783 | loss: 0.0310151 | val_loss: 0.0313387 | Time: 48366.3 ms [2022-03-20 07:01:48 main:574] : INFO : Epoch 1784 | loss: 0.0310114 | val_loss: 0.0313134 | Time: 44544.7 ms [2022-03-20 07:02:33 main:574] : INFO : Epoch 1785 | loss: 0.0310046 | val_loss: 0.0313213 | Time: 44445.5 ms [2022-03-20 07:03:21 main:574] : INFO : Epoch 1786 | loss: 0.0310037 | val_loss: 0.0313111 | Time: 48413.7 ms [2022-03-20 07:04:06 main:574] : INFO : Epoch 1787 | loss: 0.0310111 | val_loss: 0.0313347 | Time: 44403.3 ms [2022-03-20 07:04:50 main:574] : INFO : Epoch 1788 | loss: 0.0310102 | val_loss: 0.0313285 | Time: 44336.1 ms [2022-03-20 07:05:38 main:574] : INFO : Epoch 1789 | loss: 0.0310117 | val_loss: 0.0312963 | Time: 47990.2 ms [2022-03-20 07:06:23 main:574] : INFO : Epoch 1790 | loss: 0.0310091 | val_loss: 0.0312928 | Time: 44427.2 ms [2022-03-20 07:07:11 main:574] : INFO : Epoch 1791 | loss: 0.0310123 | val_loss: 0.0313224 | Time: 47874.5 ms [2022-03-20 07:07:55 main:574] : INFO : Epoch 1792 | loss: 0.0310002 | val_loss: 0.0313136 | Time: 44465.9 ms [2022-03-20 07:08:40 main:574] : INFO : Epoch 1793 | loss: 0.0309971 | val_loss: 0.0313334 | Time: 44433.5 ms [2022-03-20 07:09:28 main:574] : INFO : Epoch 1794 | loss: 0.0310085 | val_loss: 0.0313548 | Time: 47443.5 ms [2022-03-20 07:10:12 main:574] : INFO : Epoch 1795 | loss: 0.0309987 | val_loss: 0.0313191 | Time: 44233.4 ms [2022-03-20 07:10:59 main:574] : INFO : Epoch 1796 | loss: 0.0309902 | val_loss: 0.0313184 | Time: 47447.5 ms [2022-03-20 07:11:44 main:574] : INFO : Epoch 1797 | loss: 0.0309966 | val_loss: 0.0313471 | Time: 44163.8 ms [2022-03-20 07:12:32 main:574] : INFO : Epoch 1798 | loss: 0.0309957 | val_loss: 0.031361 | Time: 48401.3 ms [2022-03-20 07:13:17 main:574] : INFO : Epoch 1799 | loss: 0.0310064 | val_loss: 0.0313131 | Time: 44357.8 ms [2022-03-20 07:14:01 main:574] : INFO : Epoch 1800 | loss: 0.0309994 | val_loss: 0.0313043 | Time: 44353.8 ms [2022-03-20 07:14:48 main:574] : INFO : Epoch 1801 | loss: 0.0310023 | val_loss: 0.0313134 | Time: 47001.5 ms [2022-03-20 07:15:33 main:574] : INFO : Epoch 1802 | loss: 0.0310136 | val_loss: 0.0312894 | Time: 44509.3 ms [2022-03-20 07:16:21 main:574] : INFO : Epoch 1803 | loss: 0.0310142 | val_loss: 0.031313 | Time: 48106.4 ms [2022-03-20 07:17:06 main:574] : INFO : Epoch 1804 | loss: 0.031006 | val_loss: 0.0313188 | Time: 44222.5 ms [2022-03-20 07:17:50 main:574] : INFO : Epoch 1805 | loss: 0.0310003 | val_loss: 0.0313156 | Time: 44218.7 ms [2022-03-20 07:18:39 main:574] : INFO : Epoch 1806 | loss: 0.0310095 | val_loss: 0.0313199 | Time: 48776.1 ms [2022-03-20 07:19:24 main:574] : INFO : Epoch 1807 | loss: 0.0310147 | val_loss: 0.0313111 | Time: 44303 ms [2022-03-20 07:20:14 main:574] : INFO : Epoch 1808 | loss: 0.0310059 | val_loss: 0.0313635 | Time: 50372.9 ms [2022-03-20 07:20:59 main:574] : INFO : Epoch 1809 | loss: 0.0309993 | val_loss: 0.03136 | Time: 44407.8 ms [2022-03-20 07:21:43 main:574] : INFO : Epoch 1810 | loss: 0.0309965 | val_loss: 0.0313369 | Time: 44240.2 ms [2022-03-20 07:22:31 main:574] : INFO : Epoch 1811 | loss: 0.0309973 | val_loss: 0.0313358 | Time: 47935.2 ms [2022-03-20 07:23:15 main:574] : INFO : Epoch 1812 | loss: 0.0310067 | val_loss: 0.0313198 | Time: 44306.8 ms [2022-03-20 07:24:03 main:574] : INFO : Epoch 1813 | loss: 0.0310006 | val_loss: 0.0313 | Time: 47441.4 ms [2022-03-20 07:24:47 main:574] : INFO : Epoch 1814 | loss: 0.0310078 | val_loss: 0.031275 | Time: 44219.7 ms [2022-03-20 07:25:32 main:574] : INFO : Epoch 1815 | loss: 0.031013 | val_loss: 0.0313077 | Time: 44239.6 ms [2022-03-20 07:26:16 main:574] : INFO : Epoch 1816 | loss: 0.0310104 | val_loss: 0.0312822 | Time: 44372 ms [2022-03-20 07:27:05 main:574] : INFO : Epoch 1817 | loss: 0.0310142 | val_loss: 0.0313006 | Time: 48652.4 ms [2022-03-20 07:27:49 main:574] : INFO : Epoch 1818 | loss: 0.0310097 | val_loss: 0.0312831 | Time: 44374.2 ms [2022-03-20 07:28:46 main:574] : INFO : Epoch 1819 | loss: 0.0310097 | val_loss: 0.0313073 | Time: 56755.8 ms [2022-03-20 07:29:31 main:574] : INFO : Epoch 1820 | loss: 0.0309984 | val_loss: 0.0313034 | Time: 44948.2 ms [2022-03-20 07:30:20 main:574] : INFO : Epoch 1821 | loss: 0.0310035 | val_loss: 0.0312945 | Time: 48492.9 ms [2022-03-20 07:31:04 main:574] : INFO : Epoch 1822 | loss: 0.0309982 | val_loss: 0.0312777 | Time: 44281.7 ms [2022-03-20 07:31:49 main:574] : INFO : Epoch 1823 | loss: 0.0310195 | val_loss: 0.0313078 | Time: 44278.5 ms [2022-03-20 07:32:37 main:574] : INFO : Epoch 1824 | loss: 0.0310147 | val_loss: 0.0313315 | Time: 47877.3 ms [2022-03-20 07:33:21 main:574] : INFO : Epoch 1825 | loss: 0.0310032 | val_loss: 0.0313351 | Time: 44352.6 ms [2022-03-20 07:34:06 main:574] : INFO : Epoch 1826 | loss: 0.0309918 | val_loss: 0.0313289 | Time: 44607.9 ms [2022-03-20 07:34:54 main:574] : INFO : Epoch 1827 | loss: 0.0310033 | val_loss: 0.0313173 | Time: 48000.3 ms [2022-03-20 07:35:39 main:574] : INFO : Epoch 1828 | loss: 0.031011 | val_loss: 0.0313168 | Time: 44330.3 ms [2022-03-20 07:36:23 main:574] : INFO : Epoch 1829 | loss: 0.0310087 | val_loss: 0.0313179 | Time: 44224.8 ms [2022-03-20 07:37:16 main:574] : INFO : Epoch 1830 | loss: 0.0310019 | val_loss: 0.0313191 | Time: 52688 ms [2022-03-20 07:38:00 main:574] : INFO : Epoch 1831 | loss: 0.0310037 | val_loss: 0.0312922 | Time: 44139.8 ms [2022-03-20 07:38:47 main:574] : INFO : Epoch 1832 | loss: 0.0310092 | val_loss: 0.0312777 | Time: 47120.7 ms [2022-03-20 07:39:32 main:574] : INFO : Epoch 1833 | loss: 0.0310138 | val_loss: 0.0313022 | Time: 44579.3 ms [2022-03-20 07:40:21 main:574] : INFO : Epoch 1834 | loss: 0.0310022 | val_loss: 0.0313456 | Time: 48533.1 ms [2022-03-20 07:41:05 main:574] : INFO : Epoch 1835 | loss: 0.0310029 | val_loss: 0.0313272 | Time: 44276.8 ms [2022-03-20 07:41:54 main:574] : INFO : Epoch 1836 | loss: 0.0309968 | val_loss: 0.031306 | Time: 48558.1 ms [2022-03-20 07:42:42 main:574] : INFO : Epoch 1837 | loss: 0.0309998 | val_loss: 0.0313058 | Time: 47803.8 ms [2022-03-20 07:43:26 main:574] : INFO : Epoch 1838 | loss: 0.0309982 | val_loss: 0.0313583 | Time: 44362.3 ms [2022-03-20 07:44:15 main:574] : INFO : Epoch 1839 | loss: 0.0310059 | val_loss: 0.0312961 | Time: 48835.6 ms [2022-03-20 07:45:00 main:574] : INFO : Epoch 1840 | loss: 0.0310036 | val_loss: 0.0313057 | Time: 44465 ms [2022-03-20 07:45:44 main:574] : INFO : Epoch 1841 | loss: 0.0309975 | val_loss: 0.0312793 | Time: 44271.3 ms [2022-03-20 07:46:32 main:574] : INFO : Epoch 1842 | loss: 0.0310112 | val_loss: 0.0313055 | Time: 47649.5 ms [2022-03-20 07:47:16 main:574] : INFO : Epoch 1843 | loss: 0.0310045 | val_loss: 0.0313171 | Time: 44398.1 ms [2022-03-20 07:48:05 main:574] : INFO : Epoch 1844 | loss: 0.0310055 | val_loss: 0.0313282 | Time: 48194.2 ms [2022-03-20 07:48:49 main:574] : INFO : Epoch 1845 | loss: 0.0310073 | val_loss: 0.0313067 | Time: 44254.9 ms [2022-03-20 07:49:37 main:574] : INFO : Epoch 1846 | loss: 0.0310078 | val_loss: 0.0313159 | Time: 48096 ms [2022-03-20 07:50:25 main:574] : INFO : Epoch 1847 | loss: 0.0310055 | val_loss: 0.0313448 | Time: 47427.3 ms [2022-03-20 07:51:09 main:574] : INFO : Epoch 1848 | loss: 0.0310124 | val_loss: 0.0313065 | Time: 44289.5 ms [2022-03-20 07:51:58 main:574] : INFO : Epoch 1849 | loss: 0.0310164 | val_loss: 0.0312864 | Time: 48816.2 ms [2022-03-20 07:52:43 main:574] : INFO : Epoch 1850 | loss: 0.0310086 | val_loss: 0.0313209 | Time: 44442.2 ms [2022-03-20 07:53:31 main:574] : INFO : Epoch 1851 | loss: 0.0310039 | val_loss: 0.0312967 | Time: 48077.7 ms [2022-03-20 07:54:15 main:574] : INFO : Epoch 1852 | loss: 0.0310082 | val_loss: 0.0313225 | Time: 44443 ms [2022-03-20 07:55:00 main:574] : INFO : Epoch 1853 | loss: 0.0310728 | val_loss: 0.031272 | Time: 44333.7 ms [2022-03-20 07:55:48 main:574] : INFO : Epoch 1854 | loss: 0.0310517 | val_loss: 0.0312935 | Time: 48021.8 ms [2022-03-20 07:56:33 main:574] : INFO : Epoch 1855 | loss: 0.0310216 | val_loss: 0.0312996 | Time: 44388.9 ms [2022-03-20 07:57:20 main:574] : INFO : Epoch 1856 | loss: 0.0310091 | val_loss: 0.031288 | Time: 47043.5 ms [2022-03-20 07:58:04 main:574] : INFO : Epoch 1857 | loss: 0.0309992 | val_loss: 0.03134 | Time: 44286.6 ms [2022-03-20 07:58:48 main:574] : INFO : Epoch 1858 | loss: 0.0310011 | val_loss: 0.0313331 | Time: 44301.2 ms [2022-03-20 07:59:37 main:574] : INFO : Epoch 1859 | loss: 0.0309985 | val_loss: 0.0313191 | Time: 48298.3 ms [2022-03-20 08:00:22 main:574] : INFO : Epoch 1860 | loss: 0.031009 | val_loss: 0.0312781 | Time: 44540.8 ms [2022-03-20 08:01:09 main:574] : INFO : Epoch 1861 | loss: 0.0310095 | val_loss: 0.0312861 | Time: 47100.6 ms [2022-03-20 08:01:53 main:574] : INFO : Epoch 1862 | loss: 0.0309972 | val_loss: 0.0313126 | Time: 44247.5 ms [2022-03-20 08:02:41 main:574] : INFO : Epoch 1863 | loss: 0.0309933 | val_loss: 0.0313651 | Time: 48082.3 ms [2022-03-20 08:03:26 main:574] : INFO : Epoch 1864 | loss: 0.0310051 | val_loss: 0.0313211 | Time: 44909.1 ms [2022-03-20 08:04:11 main:574] : INFO : Epoch 1865 | loss: 0.0310061 | val_loss: 0.0313081 | Time: 44257.9 ms [2022-03-20 08:04:55 main:574] : INFO : Epoch 1866 | loss: 0.0310108 | val_loss: 0.0313113 | Time: 44342.3 ms [2022-03-20 08:05:43 main:574] : INFO : Epoch 1867 | loss: 0.0310087 | val_loss: 0.0313048 | Time: 47568.6 ms [2022-03-20 08:06:28 main:574] : INFO : Epoch 1868 | loss: 0.0309995 | val_loss: 0.0312924 | Time: 44537.3 ms [2022-03-20 08:07:15 main:574] : INFO : Epoch 1869 | loss: 0.0310009 | val_loss: 0.0313083 | Time: 47372.6 ms [2022-03-20 08:07:59 main:574] : INFO : Epoch 1870 | loss: 0.0310009 | val_loss: 0.0312845 | Time: 44228 ms [2022-03-20 08:08:44 main:574] : INFO : Epoch 1871 | loss: 0.0310179 | val_loss: 0.0312899 | Time: 44295.8 ms [2022-03-20 08:09:29 main:574] : INFO : Epoch 1872 | loss: 0.0310137 | val_loss: 0.0313003 | Time: 44466 ms [2022-03-20 08:10:13 main:574] : INFO : Epoch 1873 | loss: 0.0310019 | val_loss: 0.0313063 | Time: 44201.1 ms [2022-03-20 08:10:58 main:574] : INFO : Epoch 1874 | loss: 0.0310091 | val_loss: 0.0312871 | Time: 44581.7 ms [2022-03-20 08:11:42 main:574] : INFO : Epoch 1875 | loss: 0.0310069 | val_loss: 0.0313003 | Time: 44283.1 ms [2022-03-20 08:12:26 main:574] : INFO : Epoch 1876 | loss: 0.0310214 | val_loss: 0.0312697 | Time: 44225.8 ms [2022-03-20 08:13:11 main:574] : INFO : Epoch 1877 | loss: 0.031024 | val_loss: 0.0313015 | Time: 44430.2 ms [2022-03-20 08:13:55 main:574] : INFO : Epoch 1878 | loss: 0.0310168 | val_loss: 0.0313393 | Time: 44293.6 ms [2022-03-20 08:14:40 main:574] : INFO : Epoch 1879 | loss: 0.0310027 | val_loss: 0.0313254 | Time: 44376.4 ms [2022-03-20 08:15:24 main:574] : INFO : Epoch 1880 | loss: 0.0310066 | val_loss: 0.0313391 | Time: 44321.7 ms [2022-03-20 08:16:09 main:574] : INFO : Epoch 1881 | loss: 0.0309995 | val_loss: 0.0312791 | Time: 44223.5 ms [2022-03-20 08:16:53 main:574] : INFO : Epoch 1882 | loss: 0.0309998 | val_loss: 0.0313064 | Time: 44449.6 ms [2022-03-20 08:17:40 main:574] : INFO : Epoch 1883 | loss: 0.0309988 | val_loss: 0.0313253 | Time: 47133.9 ms [2022-03-20 08:18:25 main:574] : INFO : Epoch 1884 | loss: 0.0309982 | val_loss: 0.0313206 | Time: 44424.5 ms [2022-03-20 08:19:12 main:574] : INFO : Epoch 1885 | loss: 0.0310036 | val_loss: 0.0313409 | Time: 46773.8 ms [2022-03-20 08:19:58 main:574] : INFO : Epoch 1886 | loss: 0.0309936 | val_loss: 0.0313248 | Time: 45747.8 ms [2022-03-20 08:20:42 main:574] : INFO : Epoch 1887 | loss: 0.0310011 | val_loss: 0.0313041 | Time: 44373.3 ms [2022-03-20 08:21:27 main:574] : INFO : Epoch 1888 | loss: 0.0310081 | val_loss: 0.0313156 | Time: 44524.7 ms [2022-03-20 08:22:15 main:574] : INFO : Epoch 1889 | loss: 0.0309963 | val_loss: 0.0313236 | Time: 47906.5 ms [2022-03-20 08:22:59 main:574] : INFO : Epoch 1890 | loss: 0.0310001 | val_loss: 0.0313063 | Time: 44430.9 ms [2022-03-20 08:23:47 main:574] : INFO : Epoch 1891 | loss: 0.0309956 | val_loss: 0.0312816 | Time: 47242.7 ms [2022-03-20 08:24:31 main:574] : INFO : Epoch 1892 | loss: 0.0310134 | val_loss: 0.0313376 | Time: 44491.3 ms [2022-03-20 08:25:16 main:574] : INFO : Epoch 1893 | loss: 0.0310009 | val_loss: 0.0313325 | Time: 44299.7 ms [2022-03-20 08:26:04 main:574] : INFO : Epoch 1894 | loss: 0.0310026 | val_loss: 0.0313151 | Time: 48210.4 ms [2022-03-20 08:26:49 main:574] : INFO : Epoch 1895 | loss: 0.0310028 | val_loss: 0.0313047 | Time: 44404.3 ms [2022-03-20 08:27:37 main:574] : INFO : Epoch 1896 | loss: 0.0310065 | val_loss: 0.0313082 | Time: 48187.5 ms [2022-03-20 08:28:22 main:574] : INFO : Epoch 1897 | loss: 0.0310107 | val_loss: 0.0313611 | Time: 44711.1 ms [2022-03-20 08:29:10 main:574] : INFO : Epoch 1898 | loss: 0.0310127 | val_loss: 0.0313146 | Time: 47914.2 ms [2022-03-20 08:29:57 main:574] : INFO : Epoch 1899 | loss: 0.0310098 | val_loss: 0.0313074 | Time: 47574.4 ms [2022-03-20 08:30:42 main:574] : INFO : Epoch 1900 | loss: 0.0310148 | val_loss: 0.0313236 | Time: 44489.6 ms [2022-03-20 08:31:30 main:574] : INFO : Epoch 1901 | loss: 0.0309965 | val_loss: 0.0313038 | Time: 48030.3 ms [2022-03-20 08:32:15 main:574] : INFO : Epoch 1902 | loss: 0.0309953 | val_loss: 0.0312874 | Time: 44661.8 ms [2022-03-20 08:33:00 main:574] : INFO : Epoch 1903 | loss: 0.0309997 | val_loss: 0.0312999 | Time: 44404.3 ms [2022-03-20 08:33:48 main:574] : INFO : Epoch 1904 | loss: 0.0309985 | val_loss: 0.0313498 | Time: 48021.9 ms [2022-03-20 08:34:32 main:574] : INFO : Epoch 1905 | loss: 0.0310042 | val_loss: 0.0313072 | Time: 44300.7 ms [2022-03-20 08:35:17 main:574] : INFO : Epoch 1906 | loss: 0.0310073 | val_loss: 0.0313524 | Time: 44675.9 ms [2022-03-20 08:36:02 main:574] : INFO : Epoch 1907 | loss: 0.0310012 | val_loss: 0.0313391 | Time: 44710.3 ms [2022-03-20 08:36:46 main:574] : INFO : Epoch 1908 | loss: 0.0309952 | val_loss: 0.0313476 | Time: 44676.8 ms [2022-03-20 08:37:35 main:574] : INFO : Epoch 1909 | loss: 0.0310061 | val_loss: 0.0313637 | Time: 48372.6 ms [2022-03-20 08:38:19 main:574] : INFO : Epoch 1910 | loss: 0.0310018 | val_loss: 0.0312977 | Time: 44383.6 ms [2022-03-20 08:39:04 main:574] : INFO : Epoch 1911 | loss: 0.0310015 | val_loss: 0.0313313 | Time: 44482.6 ms [2022-03-20 08:39:49 main:574] : INFO : Epoch 1912 | loss: 0.0310115 | val_loss: 0.0313037 | Time: 44725.8 ms [2022-03-20 08:40:33 main:574] : INFO : Epoch 1913 | loss: 0.0310057 | val_loss: 0.0313177 | Time: 44358.6 ms [2022-03-20 08:41:18 main:574] : INFO : Epoch 1914 | loss: 0.031008 | val_loss: 0.0313205 | Time: 44409.9 ms [2022-03-20 08:42:07 main:574] : INFO : Epoch 1915 | loss: 0.0310008 | val_loss: 0.0313203 | Time: 48832.5 ms [2022-03-20 08:42:55 main:574] : INFO : Epoch 1916 | loss: 0.031015 | val_loss: 0.0313047 | Time: 47960.9 ms [2022-03-20 08:43:47 main:574] : INFO : Epoch 1917 | loss: 0.031003 | val_loss: 0.0312879 | Time: 52429.9 ms [2022-03-20 08:44:32 main:574] : INFO : Epoch 1918 | loss: 0.0309998 | val_loss: 0.0313204 | Time: 44667.8 ms [2022-03-20 08:45:21 main:574] : INFO : Epoch 1919 | loss: 0.0309962 | val_loss: 0.0313171 | Time: 48919.2 ms [2022-03-20 08:46:06 main:574] : INFO : Epoch 1920 | loss: 0.0310082 | val_loss: 0.0312893 | Time: 44590.8 ms [2022-03-20 08:46:54 main:574] : INFO : Epoch 1921 | loss: 0.0310101 | val_loss: 0.031282 | Time: 48001.6 ms [2022-03-20 08:47:38 main:574] : INFO : Epoch 1922 | loss: 0.0310177 | val_loss: 0.031295 | Time: 44297.3 ms [2022-03-20 08:48:23 main:574] : INFO : Epoch 1923 | loss: 0.0310208 | val_loss: 0.0313035 | Time: 44529.3 ms [2022-03-20 08:49:12 main:574] : INFO : Epoch 1924 | loss: 0.0310203 | val_loss: 0.0313499 | Time: 48751.7 ms [2022-03-20 08:49:56 main:574] : INFO : Epoch 1925 | loss: 0.0310066 | val_loss: 0.0313502 | Time: 44547.6 ms [2022-03-20 08:50:44 main:574] : INFO : Epoch 1926 | loss: 0.0309965 | val_loss: 0.0313508 | Time: 47245.3 ms [2022-03-20 08:51:33 main:574] : INFO : Epoch 1927 | loss: 0.0310002 | val_loss: 0.0313269 | Time: 48934.5 ms [2022-03-20 08:52:18 main:574] : INFO : Epoch 1928 | loss: 0.0310018 | val_loss: 0.0312992 | Time: 44862.9 ms [2022-03-20 08:53:03 main:574] : INFO : Epoch 1929 | loss: 0.0310242 | val_loss: 0.0312855 | Time: 44544.6 ms [2022-03-20 08:53:51 main:574] : INFO : Epoch 1930 | loss: 0.0310053 | val_loss: 0.0313738 | Time: 48474 ms [2022-03-20 08:54:35 main:574] : INFO : Epoch 1931 | loss: 0.0309985 | val_loss: 0.0313183 | Time: 44260.9 ms [2022-03-20 08:55:20 main:574] : INFO : Epoch 1932 | loss: 0.0310002 | val_loss: 0.0313125 | Time: 44675.7 ms [2022-03-20 08:56:08 main:574] : INFO : Epoch 1933 | loss: 0.030995 | val_loss: 0.0313098 | Time: 47704.6 ms [2022-03-20 08:56:52 main:574] : INFO : Epoch 1934 | loss: 0.0310017 | val_loss: 0.0313332 | Time: 44219.2 ms [2022-03-20 08:57:41 main:574] : INFO : Epoch 1935 | loss: 0.0309982 | val_loss: 0.0313278 | Time: 48883.3 ms [2022-03-20 08:58:26 main:574] : INFO : Epoch 1936 | loss: 0.0310081 | val_loss: 0.0312874 | Time: 44938.6 ms [2022-03-20 08:59:11 main:574] : INFO : Epoch 1937 | loss: 0.0310016 | val_loss: 0.0313126 | Time: 44624.4 ms [2022-03-20 08:59:56 main:574] : INFO : Epoch 1938 | loss: 0.0310077 | val_loss: 0.031323 | Time: 44284.1 ms [2022-03-20 09:00:43 main:574] : INFO : Epoch 1939 | loss: 0.0310105 | val_loss: 0.0312999 | Time: 47299.3 ms [2022-03-20 09:01:27 main:574] : INFO : Epoch 1940 | loss: 0.0310014 | val_loss: 0.0313315 | Time: 44419.9 ms [2022-03-20 09:02:16 main:574] : INFO : Epoch 1941 | loss: 0.0310027 | val_loss: 0.0313147 | Time: 48001.5 ms [2022-03-20 09:03:00 main:574] : INFO : Epoch 1942 | loss: 0.0310112 | val_loss: 0.0312925 | Time: 44587.6 ms [2022-03-20 09:03:45 main:574] : INFO : Epoch 1943 | loss: 0.030999 | val_loss: 0.0313212 | Time: 44430.9 ms [2022-03-20 09:04:34 main:574] : INFO : Epoch 1944 | loss: 0.0310011 | val_loss: 0.0313411 | Time: 48735.4 ms [2022-03-20 09:05:18 main:574] : INFO : Epoch 1945 | loss: 0.0309994 | val_loss: 0.0312899 | Time: 44471.9 ms [2022-03-20 09:06:07 main:574] : INFO : Epoch 1946 | loss: 0.0309989 | val_loss: 0.031295 | Time: 48946.3 ms [2022-03-20 09:06:52 main:574] : INFO : Epoch 1947 | loss: 0.0310031 | val_loss: 0.0313285 | Time: 44724.8 ms [2022-03-20 09:07:37 main:574] : INFO : Epoch 1948 | loss: 0.0310112 | val_loss: 0.031328 | Time: 44581.9 ms [2022-03-20 09:08:21 main:574] : INFO : Epoch 1949 | loss: 0.0310003 | val_loss: 0.0313275 | Time: 44361.5 ms [2022-03-20 09:09:06 main:574] : INFO : Epoch 1950 | loss: 0.0309969 | val_loss: 0.0313113 | Time: 44818.8 ms [2022-03-20 09:09:56 main:574] : INFO : Epoch 1951 | loss: 0.0310141 | val_loss: 0.0313023 | Time: 49474.5 ms [2022-03-20 09:10:40 main:574] : INFO : Epoch 1952 | loss: 0.0310206 | val_loss: 0.0313448 | Time: 44741 ms [2022-03-20 09:11:25 main:574] : INFO : Epoch 1953 | loss: 0.0310056 | val_loss: 0.0313107 | Time: 44682.7 ms [2022-03-20 09:12:09 main:574] : INFO : Epoch 1954 | loss: 0.0309985 | val_loss: 0.0313125 | Time: 44288.5 ms [2022-03-20 09:12:54 main:574] : INFO : Epoch 1955 | loss: 0.0310059 | val_loss: 0.0312949 | Time: 44370.2 ms [2022-03-20 09:13:49 main:574] : INFO : Epoch 1956 | loss: 0.0310058 | val_loss: 0.0312993 | Time: 54583.9 ms [2022-03-20 09:14:33 main:574] : INFO : Epoch 1957 | loss: 0.0309969 | val_loss: 0.0313104 | Time: 44378.9 ms [2022-03-20 09:15:23 main:574] : INFO : Epoch 1958 | loss: 0.0309969 | val_loss: 0.0313252 | Time: 49283.5 ms [2022-03-20 09:16:08 main:574] : INFO : Epoch 1959 | loss: 0.0310089 | val_loss: 0.0313313 | Time: 44687.6 ms [2022-03-20 09:16:53 main:574] : INFO : Epoch 1960 | loss: 0.0309997 | val_loss: 0.0313315 | Time: 44417.4 ms [2022-03-20 09:17:37 main:574] : INFO : Epoch 1961 | loss: 0.0309989 | val_loss: 0.0313181 | Time: 44488.3 ms [2022-03-20 09:18:25 main:574] : INFO : Epoch 1962 | loss: 0.0309963 | val_loss: 0.0313498 | Time: 47226 ms [2022-03-20 09:19:09 main:574] : INFO : Epoch 1963 | loss: 0.0309916 | val_loss: 0.0313473 | Time: 44484.9 ms [2022-03-20 09:19:55 main:574] : INFO : Epoch 1964 | loss: 0.0309932 | val_loss: 0.0313361 | Time: 45786.5 ms [2022-03-20 09:20:43 main:574] : INFO : Epoch 1965 | loss: 0.0309935 | val_loss: 0.0313363 | Time: 47974.3 ms [2022-03-20 09:21:28 main:574] : INFO : Epoch 1966 | loss: 0.030995 | val_loss: 0.0313171 | Time: 44544.3 ms [2022-03-20 09:22:13 main:574] : INFO : Epoch 1967 | loss: 0.0310158 | val_loss: 0.0312683 | Time: 44424.2 ms [2022-03-20 09:23:01 main:574] : INFO : Epoch 1968 | loss: 0.0310341 | val_loss: 0.0313022 | Time: 48161.2 ms [2022-03-20 09:23:45 main:574] : INFO : Epoch 1969 | loss: 0.0310258 | val_loss: 0.0312877 | Time: 44461.1 ms [2022-03-20 09:24:33 main:574] : INFO : Epoch 1970 | loss: 0.0310151 | val_loss: 0.0312944 | Time: 47401.8 ms [2022-03-20 09:25:18 main:574] : INFO : Epoch 1971 | loss: 0.0310252 | val_loss: 0.0313067 | Time: 44500.2 ms [2022-03-20 09:26:02 main:574] : INFO : Epoch 1972 | loss: 0.0310201 | val_loss: 0.0312968 | Time: 44661.5 ms [2022-03-20 09:26:52 main:574] : INFO : Epoch 1973 | loss: 0.0310117 | val_loss: 0.0312954 | Time: 49436.3 ms [2022-03-20 09:27:36 main:574] : INFO : Epoch 1974 | loss: 0.0310037 | val_loss: 0.0312964 | Time: 44308.8 ms [2022-03-20 09:28:24 main:574] : INFO : Epoch 1975 | loss: 0.0309932 | val_loss: 0.031291 | Time: 47905.3 ms [2022-03-20 09:29:09 main:574] : INFO : Epoch 1976 | loss: 0.0309964 | val_loss: 0.031333 | Time: 44534.2 ms [2022-03-20 09:29:54 main:574] : INFO : Epoch 1977 | loss: 0.0310076 | val_loss: 0.0313316 | Time: 44947 ms [2022-03-20 09:30:43 main:574] : INFO : Epoch 1978 | loss: 0.0309944 | val_loss: 0.0313321 | Time: 48951.7 ms [2022-03-20 09:31:28 main:574] : INFO : Epoch 1979 | loss: 0.0309958 | val_loss: 0.0313406 | Time: 44511.4 ms [2022-03-20 09:32:17 main:574] : INFO : Epoch 1980 | loss: 0.0309977 | val_loss: 0.0313485 | Time: 49012.8 ms [2022-03-20 09:33:02 main:574] : INFO : Epoch 1981 | loss: 0.0309983 | val_loss: 0.0313364 | Time: 44559.5 ms [2022-03-20 09:33:46 main:574] : INFO : Epoch 1982 | loss: 0.0310038 | val_loss: 0.0312991 | Time: 44590.8 ms [2022-03-20 09:34:31 main:574] : INFO : Epoch 1983 | loss: 0.0310115 | val_loss: 0.0312785 | Time: 44704.1 ms [2022-03-20 09:35:16 main:574] : INFO : Epoch 1984 | loss: 0.0310162 | val_loss: 0.0312955 | Time: 44285.8 ms [2022-03-20 09:36:04 main:574] : INFO : Epoch 1985 | loss: 0.0310079 | val_loss: 0.0313214 | Time: 48214 ms [2022-03-20 09:36:49 main:574] : INFO : Epoch 1986 | loss: 0.030995 | val_loss: 0.031309 | Time: 44504.8 ms [2022-03-20 09:37:40 main:574] : INFO : Epoch 1987 | loss: 0.0310039 | val_loss: 0.0312865 | Time: 50785 ms [2022-03-20 09:38:25 main:574] : INFO : Epoch 1988 | loss: 0.0310941 | val_loss: 0.0312665 | Time: 44676.7 ms [2022-03-20 09:39:09 main:574] : INFO : Epoch 1989 | loss: 0.0310802 | val_loss: 0.0312746 | Time: 44582.6 ms [2022-03-20 09:39:58 main:574] : INFO : Epoch 1990 | loss: 0.0310397 | val_loss: 0.0313231 | Time: 48206.6 ms [2022-03-20 09:40:42 main:574] : INFO : Epoch 1991 | loss: 0.0310167 | val_loss: 0.0313305 | Time: 44601.5 ms [2022-03-20 09:41:30 main:574] : INFO : Epoch 1992 | loss: 0.0310067 | val_loss: 0.0313213 | Time: 47132.4 ms [2022-03-20 09:42:18 main:574] : INFO : Epoch 1993 | loss: 0.0309971 | val_loss: 0.0313444 | Time: 48353.9 ms [2022-03-20 09:43:06 main:574] : INFO : Epoch 1994 | loss: 0.0309937 | val_loss: 0.0313294 | Time: 48260.2 ms [2022-03-20 09:43:51 main:574] : INFO : Epoch 1995 | loss: 0.0310166 | val_loss: 0.0313099 | Time: 44331.6 ms [2022-03-20 09:44:40 main:574] : INFO : Epoch 1996 | loss: 0.031013 | val_loss: 0.0312985 | Time: 48386.9 ms [2022-03-20 09:45:24 main:574] : INFO : Epoch 1997 | loss: 0.0310123 | val_loss: 0.0313155 | Time: 44658.3 ms [2022-03-20 09:46:12 main:574] : INFO : Epoch 1998 | loss: 0.0310087 | val_loss: 0.03131 | Time: 47421.1 ms [2022-03-20 09:46:56 main:574] : INFO : Epoch 1999 | loss: 0.0310043 | val_loss: 0.0313265 | Time: 44453.2 ms [2022-03-20 09:47:41 main:574] : INFO : Epoch 2000 | loss: 0.0310048 | val_loss: 0.03133 | Time: 44815.4 ms [2022-03-20 09:48:30 main:574] : INFO : Epoch 2001 | loss: 0.0309946 | val_loss: 0.0313274 | Time: 48660.9 ms [2022-03-20 09:49:15 main:574] : INFO : Epoch 2002 | loss: 0.0309958 | val_loss: 0.0313272 | Time: 44604.6 ms [2022-03-20 09:49:59 main:574] : INFO : Epoch 2003 | loss: 0.0310032 | val_loss: 0.0312971 | Time: 44661.4 ms [2022-03-20 09:50:52 main:574] : INFO : Epoch 2004 | loss: 0.031034 | val_loss: 0.0313222 | Time: 52571.3 ms [2022-03-20 09:51:37 main:574] : INFO : Epoch 2005 | loss: 0.0310094 | val_loss: 0.0313061 | Time: 44867.2 ms [2022-03-20 09:52:22 main:574] : INFO : Epoch 2006 | loss: 0.0310008 | val_loss: 0.0313031 | Time: 44343.9 ms [2022-03-20 09:53:09 main:574] : INFO : Epoch 2007 | loss: 0.0310006 | val_loss: 0.0313226 | Time: 47140.1 ms [2022-03-20 09:53:54 main:574] : INFO : Epoch 2008 | loss: 0.0309969 | val_loss: 0.0313308 | Time: 44595.6 ms [2022-03-20 09:54:39 main:574] : INFO : Epoch 2009 | loss: 0.0310058 | val_loss: 0.0312921 | Time: 44746.3 ms [2022-03-20 09:55:23 main:574] : INFO : Epoch 2010 | loss: 0.0310087 | val_loss: 0.0313178 | Time: 44417.6 ms [2022-03-20 09:56:11 main:574] : INFO : Epoch 2011 | loss: 0.031 | val_loss: 0.0313205 | Time: 47464.5 ms [2022-03-20 09:56:55 main:574] : INFO : Epoch 2012 | loss: 0.0310032 | val_loss: 0.0313074 | Time: 44738.5 ms [2022-03-20 09:57:40 main:574] : INFO : Epoch 2013 | loss: 0.0310024 | val_loss: 0.0313038 | Time: 44320.6 ms [2022-03-20 09:58:36 main:574] : INFO : Epoch 2014 | loss: 0.0309947 | val_loss: 0.0313222 | Time: 56089.3 ms [2022-03-20 09:59:21 main:574] : INFO : Epoch 2015 | loss: 0.0310071 | val_loss: 0.0313457 | Time: 44428.2 ms [2022-03-20 10:00:09 main:574] : INFO : Epoch 2016 | loss: 0.0310046 | val_loss: 0.0313395 | Time: 48042.7 ms [2022-03-20 10:00:53 main:574] : INFO : Epoch 2017 | loss: 0.0309956 | val_loss: 0.0313048 | Time: 44513.8 ms [2022-03-20 10:01:38 main:574] : INFO : Epoch 2018 | loss: 0.0310058 | val_loss: 0.0313038 | Time: 44672.9 ms [2022-03-20 10:02:27 main:574] : INFO : Epoch 2019 | loss: 0.0310105 | val_loss: 0.0313576 | Time: 48543.1 ms [2022-03-20 10:03:11 main:574] : INFO : Epoch 2020 | loss: 0.0309998 | val_loss: 0.0312818 | Time: 44200.8 ms [2022-03-20 10:03:59 main:574] : INFO : Epoch 2021 | loss: 0.031013 | val_loss: 0.0312859 | Time: 48147.9 ms [2022-03-20 10:04:44 main:574] : INFO : Epoch 2022 | loss: 0.0310204 | val_loss: 0.031313 | Time: 44490.9 ms [2022-03-20 10:05:28 main:574] : INFO : Epoch 2023 | loss: 0.0310083 | val_loss: 0.0313527 | Time: 44541.6 ms [2022-03-20 10:06:16 main:574] : INFO : Epoch 2024 | loss: 0.0309893 | val_loss: 0.0313465 | Time: 47834 ms [2022-03-20 10:07:01 main:574] : INFO : Epoch 2025 | loss: 0.0310012 | val_loss: 0.0313026 | Time: 44937.5 ms [2022-03-20 10:07:46 main:574] : INFO : Epoch 2026 | loss: 0.0310033 | val_loss: 0.031295 | Time: 44414.8 ms [2022-03-20 10:08:34 main:574] : INFO : Epoch 2027 | loss: 0.0310032 | val_loss: 0.031331 | Time: 48191.9 ms [2022-03-20 10:09:19 main:574] : INFO : Epoch 2028 | loss: 0.0310002 | val_loss: 0.0313201 | Time: 44398.8 ms [2022-03-20 10:10:06 main:574] : INFO : Epoch 2029 | loss: 0.0309998 | val_loss: 0.0313382 | Time: 47136.1 ms [2022-03-20 10:10:51 main:574] : INFO : Epoch 2030 | loss: 0.0310077 | val_loss: 0.0313141 | Time: 44468.6 ms [2022-03-20 10:11:36 main:574] : INFO : Epoch 2031 | loss: 0.0310088 | val_loss: 0.0313242 | Time: 45656 ms [2022-03-20 10:12:21 main:574] : INFO : Epoch 2032 | loss: 0.0310039 | val_loss: 0.0313067 | Time: 44303.1 ms [2022-03-20 10:13:05 main:574] : INFO : Epoch 2033 | loss: 0.0310051 | val_loss: 0.0313095 | Time: 44200 ms [2022-03-20 10:13:53 main:574] : INFO : Epoch 2034 | loss: 0.0310076 | val_loss: 0.0313035 | Time: 47579.6 ms [2022-03-20 10:14:37 main:574] : INFO : Epoch 2035 | loss: 0.0310003 | val_loss: 0.0313117 | Time: 44395.7 ms [2022-03-20 10:15:26 main:574] : INFO : Epoch 2036 | loss: 0.030997 | val_loss: 0.031333 | Time: 48797.3 ms [2022-03-20 10:16:10 main:574] : INFO : Epoch 2037 | loss: 0.0309978 | val_loss: 0.0313225 | Time: 44272.2 ms [2022-03-20 10:16:58 main:574] : INFO : Epoch 2038 | loss: 0.0310025 | val_loss: 0.031293 | Time: 47332.5 ms [2022-03-20 10:17:42 main:574] : INFO : Epoch 2039 | loss: 0.0310044 | val_loss: 0.0312777 | Time: 44346.8 ms [2022-03-20 10:18:27 main:574] : INFO : Epoch 2040 | loss: 0.0309954 | val_loss: 0.0313263 | Time: 44228.1 ms [2022-03-20 10:19:11 main:574] : INFO : Epoch 2041 | loss: 0.0310167 | val_loss: 0.0312862 | Time: 44295.1 ms [2022-03-20 10:19:58 main:574] : INFO : Epoch 2042 | loss: 0.0310176 | val_loss: 0.0313368 | Time: 46535.2 ms [2022-03-20 10:20:42 main:574] : INFO : Epoch 2043 | loss: 0.0309972 | val_loss: 0.0313314 | Time: 44162.1 ms [2022-03-20 10:21:30 main:574] : INFO : Epoch 2044 | loss: 0.0310004 | val_loss: 0.031297 | Time: 47678.7 ms [2022-03-20 10:22:14 main:574] : INFO : Epoch 2045 | loss: 0.0310111 | val_loss: 0.0313046 | Time: 44248.9 ms [2022-03-20 10:22:59 main:574] : INFO : Epoch 2046 | loss: 0.0310046 | val_loss: 0.0313313 | Time: 44479.7 ms [2022-03-20 10:23:43 main:574] : INFO : Epoch 2047 | loss: 0.0310002 | val_loss: 0.0313207 | Time: 44263.7 ms [2022-03-20 10:24:28 main:574] : INFO : Epoch 2048 | loss: 0.0310103 | val_loss: 0.0313112 | Time: 44440.5 ms [2022-03-20 10:24:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313112 [2022-03-20 10:24:28 main:603] : INFO : Saving end state to config to file [2022-03-20 10:24:28 main:608] : INFO : Success, exiting.. 10:24:28 (4824): 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)