Task 13713974
| Name | ParityModified-1647045994-7993-2-0_0 |
| Workunit | 10803584 |
| Created | 24 Mar 2022, 15:52:09 UTC |
| Sent | 31 Mar 2022, 16:58:56 UTC |
| Report deadline | 8 Apr 2022, 16:58:56 UTC |
| Received | 31 Mar 2022, 21:02:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 51 min 10 sec |
| CPU time | 3 hours 33 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.38 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311749 | val_loss: 0.0312058 | Time: 6639.01 ms [2022-04-01 03:03:18 main:574] : INFO : Epoch 1543 | loss: 0.0311733 | val_loss: 0.0312089 | Time: 6547.02 ms [2022-04-01 03:03:25 main:574] : INFO : Epoch 1544 | loss: 0.0311785 | val_loss: 0.0312071 | Time: 6628.97 ms [2022-04-01 03:03:31 main:574] : INFO : Epoch 1545 | loss: 0.0311772 | val_loss: 0.0312137 | Time: 6573.42 ms [2022-04-01 03:03:38 main:574] : INFO : Epoch 1546 | loss: 0.031178 | val_loss: 0.0312079 | Time: 6619.21 ms [2022-04-01 03:03:45 main:574] : INFO : Epoch 1547 | loss: 0.0311771 | val_loss: 0.0312079 | Time: 6566.89 ms [2022-04-01 03:03:51 main:574] : INFO : Epoch 1548 | loss: 0.0311752 | val_loss: 0.0312133 | Time: 6537 ms [2022-04-01 03:03:58 main:574] : INFO : Epoch 1549 | loss: 0.0311758 | val_loss: 0.0312081 | Time: 6552.56 ms [2022-04-01 03:04:04 main:574] : INFO : Epoch 1550 | loss: 0.0311764 | val_loss: 0.0312121 | Time: 6557.29 ms [2022-04-01 03:04:11 main:574] : INFO : Epoch 1551 | loss: 0.0311732 | val_loss: 0.0312107 | Time: 6549.58 ms [2022-04-01 03:04:17 main:574] : INFO : Epoch 1552 | loss: 0.031174 | val_loss: 0.0312079 | Time: 6555.07 ms [2022-04-01 03:04:24 main:574] : INFO : Epoch 1553 | loss: 0.0311767 | val_loss: 0.0312113 | Time: 6529.29 ms [2022-04-01 03:04:30 main:574] : INFO : Epoch 1554 | loss: 0.0311735 | val_loss: 0.031214 | Time: 6552.76 ms [2022-04-01 03:04:37 main:574] : INFO : Epoch 1555 | loss: 0.0311762 | val_loss: 0.0312114 | Time: 6668.92 ms [2022-04-01 03:04:44 main:574] : INFO : Epoch 1556 | loss: 0.0311732 | val_loss: 0.0312145 | Time: 6640.71 ms [2022-04-01 03:04:50 main:574] : INFO : Epoch 1557 | loss: 0.0311777 | val_loss: 0.0312123 | Time: 6559.56 ms [2022-04-01 03:05:12 main:574] : INFO : Epoch 1558 | loss: 0.0311796 | val_loss: 0.0312147 | Time: 22077.7 ms [2022-04-01 03:05:19 main:574] : INFO : Epoch 1559 | loss: 0.031176 | val_loss: 0.0312071 | Time: 6549.38 ms [2022-04-01 03:05:26 main:574] : INFO : Epoch 1560 | loss: 0.031173 | val_loss: 0.0312082 | Time: 6545.8 ms [2022-04-01 03:05:32 main:574] : INFO : Epoch 1561 | loss: 0.0311716 | val_loss: 0.0312073 | Time: 6549.67 ms [2022-04-01 03:05:39 main:574] : INFO : Epoch 1562 | loss: 0.0311716 | val_loss: 0.0312117 | Time: 6553.83 ms [2022-04-01 03:05:45 main:574] : INFO : Epoch 1563 | loss: 0.0311761 | val_loss: 0.0312119 | Time: 6551.5 ms [2022-04-01 03:05:52 main:574] : INFO : Epoch 1564 | loss: 0.0311831 | val_loss: 0.0312097 | Time: 6572.42 ms [2022-04-01 03:05:59 main:574] : INFO : Epoch 1565 | loss: 0.0311845 | val_loss: 0.0312053 | Time: 6960.13 ms [2022-04-01 03:06:05 main:574] : INFO : Epoch 1566 | loss: 0.0311796 | val_loss: 0.0312115 | Time: 6587.83 ms [2022-04-01 03:06:12 main:574] : INFO : Epoch 1567 | loss: 0.0311799 | val_loss: 0.0312093 | Time: 6560.08 ms [2022-04-01 03:06:19 main:574] : INFO : Epoch 1568 | loss: 0.0311765 | val_loss: 0.0312039 | Time: 7232.91 ms [2022-04-01 03:06:26 main:574] : INFO : Epoch 1569 | loss: 0.0311743 | val_loss: 0.0312042 | Time: 6544.06 ms [2022-04-01 03:06:32 main:574] : INFO : Epoch 1570 | loss: 0.0311724 | val_loss: 0.0312065 | Time: 6552.81 ms [2022-04-01 03:06:39 main:574] : INFO : Epoch 1571 | loss: 0.0311758 | val_loss: 0.0312113 | Time: 6714.31 ms [2022-04-01 03:06:46 main:574] : INFO : Epoch 1572 | loss: 0.0311735 | val_loss: 0.031212 | Time: 6534.51 ms [2022-04-01 03:06:52 main:574] : INFO : Epoch 1573 | loss: 0.0311728 | val_loss: 0.0312054 | Time: 6555.61 ms [2022-04-01 03:06:59 main:574] : INFO : Epoch 1574 | loss: 0.031172 | val_loss: 0.0312101 | Time: 6547.41 ms [2022-04-01 03:07:05 main:574] : INFO : Epoch 1575 | loss: 0.0311735 | val_loss: 0.0312124 | Time: 6557.76 ms [2022-04-01 03:07:12 main:574] : INFO : Epoch 1576 | loss: 0.0311716 | val_loss: 0.0312106 | Time: 6546.79 ms [2022-04-01 03:07:18 main:574] : INFO : Epoch 1577 | loss: 0.0311745 | val_loss: 0.0312063 | Time: 6547.83 ms [2022-04-01 03:07:25 main:574] : INFO : Epoch 1578 | loss: 0.0311725 | val_loss: 0.031207 | Time: 6570.37 ms [2022-04-01 03:07:32 main:574] : INFO : Epoch 1579 | loss: 0.0311716 | val_loss: 0.0312091 | Time: 6556.62 ms [2022-04-01 03:07:38 main:574] : INFO : Epoch 1580 | loss: 0.0311693 | val_loss: 0.0312094 | Time: 6752.77 ms [2022-04-01 03:07:45 main:574] : INFO : Epoch 1581 | loss: 0.03117 | val_loss: 0.0312078 | Time: 6532.88 ms [2022-04-01 03:07:51 main:574] : INFO : Epoch 1582 | loss: 0.0311719 | val_loss: 0.0312083 | Time: 6542.89 ms [2022-04-01 03:07:58 main:574] : INFO : Epoch 1583 | loss: 0.0311739 | val_loss: 0.0312072 | Time: 6551.93 ms [2022-04-01 03:08:04 main:574] : INFO : Epoch 1584 | loss: 0.0311762 | val_loss: 0.0312051 | Time: 6549.2 ms [2022-04-01 03:08:11 main:574] : INFO : Epoch 1585 | loss: 0.0311722 | val_loss: 0.0312063 | Time: 6612.6 ms [2022-04-01 03:08:18 main:574] : INFO : Epoch 1586 | loss: 0.0311734 | val_loss: 0.0312083 | Time: 6548.04 ms [2022-04-01 03:08:24 main:574] : INFO : Epoch 1587 | loss: 0.0311783 | val_loss: 0.0312053 | Time: 6577.77 ms [2022-04-01 03:08:31 main:574] : INFO : Epoch 1588 | loss: 0.0311798 | val_loss: 0.0312035 | Time: 6560.6 ms [2022-04-01 03:08:37 main:574] : INFO : Epoch 1589 | loss: 0.0311823 | val_loss: 0.0312042 | Time: 6554.31 ms [2022-04-01 03:08:44 main:574] : INFO : Epoch 1590 | loss: 0.0311933 | val_loss: 0.031204 | Time: 6667.88 ms [2022-04-01 03:08:51 main:574] : INFO : Epoch 1591 | loss: 0.0312028 | val_loss: 0.0312074 | Time: 6548.97 ms [2022-04-01 03:08:57 main:574] : INFO : Epoch 1592 | loss: 0.0319717 | val_loss: 0.0444158 | Time: 6547.85 ms [2022-04-01 03:09:04 main:574] : INFO : Epoch 1593 | loss: 0.0353645 | val_loss: 0.0344666 | Time: 6560.86 ms [2022-04-01 03:09:10 main:574] : INFO : Epoch 1594 | loss: 0.0320193 | val_loss: 0.031419 | Time: 6549.27 ms [2022-04-01 03:09:17 main:574] : INFO : Epoch 1595 | loss: 0.0313383 | val_loss: 0.031302 | Time: 6544.94 ms [2022-04-01 03:09:23 main:574] : INFO : Epoch 1596 | loss: 0.0312675 | val_loss: 0.0312533 | Time: 6547.15 ms [2022-04-01 03:09:30 main:574] : INFO : Epoch 1597 | loss: 0.03125 | val_loss: 0.0312467 | Time: 6560.82 ms [2022-04-01 03:09:37 main:574] : INFO : Epoch 1598 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 6560.32 ms [2022-04-01 03:09:43 main:574] : INFO : Epoch 1599 | loss: 0.0312427 | val_loss: 0.0312409 | Time: 6560.65 ms [2022-04-01 03:09:50 main:574] : INFO : Epoch 1600 | loss: 0.0312402 | val_loss: 0.0312384 | Time: 6547.55 ms [2022-04-01 03:09:56 main:574] : INFO : Epoch 1601 | loss: 0.0312377 | val_loss: 0.0312359 | Time: 6541.28 ms [2022-04-01 03:10:03 main:574] : INFO : Epoch 1602 | loss: 0.0312356 | val_loss: 0.0312345 | Time: 6592.51 ms [2022-04-01 03:10:09 main:574] : INFO : Epoch 1603 | loss: 0.0312329 | val_loss: 0.0312302 | Time: 6550.54 ms [2022-04-01 03:10:16 main:574] : INFO : Epoch 1604 | loss: 0.0312296 | val_loss: 0.0312272 | Time: 6521.52 ms [2022-04-01 03:10:23 main:574] : INFO : Epoch 1605 | loss: 0.0312273 | val_loss: 0.0312252 | Time: 6550.28 ms [2022-04-01 03:10:29 main:574] : INFO : Epoch 1606 | loss: 0.0312267 | val_loss: 0.0312248 | Time: 6542.13 ms [2022-04-01 03:10:36 main:574] : INFO : Epoch 1607 | loss: 0.0312253 | val_loss: 0.0312233 | Time: 6544.5 ms [2022-04-01 03:10:42 main:574] : INFO : Epoch 1608 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 6626.44 ms [2022-04-01 03:10:49 main:574] : INFO : Epoch 1609 | loss: 0.0312251 | val_loss: 0.0312241 | Time: 6547.99 ms [2022-04-01 03:10:56 main:574] : INFO : Epoch 1610 | loss: 0.0312229 | val_loss: 0.0312215 | Time: 6874.02 ms [2022-04-01 03:11:04 main:574] : INFO : Epoch 1611 | loss: 0.0312218 | val_loss: 0.0312212 | Time: 7932.77 ms [2022-04-01 03:11:10 main:574] : INFO : Epoch 1612 | loss: 0.0312213 | val_loss: 0.0312205 | Time: 6554.61 ms [2022-04-01 03:11:17 main:574] : INFO : Epoch 1613 | loss: 0.0312211 | val_loss: 0.0312206 | Time: 6553.57 ms [2022-04-01 03:11:23 main:574] : INFO : Epoch 1614 | loss: 0.0312204 | val_loss: 0.0312201 | Time: 6550.17 ms [2022-04-01 03:11:30 main:574] : INFO : Epoch 1615 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 6601.25 ms [2022-04-01 03:11:37 main:574] : INFO : Epoch 1616 | loss: 0.0312198 | val_loss: 0.0312191 | Time: 6530.83 ms [2022-04-01 03:11:43 main:574] : INFO : Epoch 1617 | loss: 0.0312193 | val_loss: 0.0312198 | Time: 6630.88 ms [2022-04-01 03:11:50 main:574] : INFO : Epoch 1618 | loss: 0.0312195 | val_loss: 0.0312211 | Time: 6567.63 ms [2022-04-01 03:11:56 main:574] : INFO : Epoch 1619 | loss: 0.0312179 | val_loss: 0.0312194 | Time: 6570.42 ms [2022-04-01 03:12:03 main:574] : INFO : Epoch 1620 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 6530.96 ms [2022-04-01 03:12:09 main:574] : INFO : Epoch 1621 | loss: 0.0312172 | val_loss: 0.0312181 | Time: 6545.65 ms [2022-04-01 03:12:16 main:574] : INFO : Epoch 1622 | loss: 0.0312173 | val_loss: 0.0312177 | Time: 6564.15 ms [2022-04-01 03:12:23 main:574] : INFO : Epoch 1623 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 6550.86 ms [2022-04-01 03:12:29 main:574] : INFO : Epoch 1624 | loss: 0.0312163 | val_loss: 0.0312173 | Time: 6546.23 ms [2022-04-01 03:12:36 main:574] : INFO : Epoch 1625 | loss: 0.0312155 | val_loss: 0.031217 | Time: 6590.74 ms [2022-04-01 03:12:42 main:574] : INFO : Epoch 1626 | loss: 0.0312149 | val_loss: 0.0312164 | Time: 6564.61 ms [2022-04-01 03:12:49 main:574] : INFO : Epoch 1627 | loss: 0.0312127 | val_loss: 0.0312141 | Time: 6542 ms [2022-04-01 03:12:55 main:574] : INFO : Epoch 1628 | loss: 0.0312106 | val_loss: 0.0312133 | Time: 6560.71 ms [2022-04-01 03:13:02 main:574] : INFO : Epoch 1629 | loss: 0.0312097 | val_loss: 0.0312138 | Time: 6538.93 ms [2022-04-01 03:13:09 main:574] : INFO : Epoch 1630 | loss: 0.03121 | val_loss: 0.0312128 | Time: 6592.99 ms [2022-04-01 03:13:15 main:574] : INFO : Epoch 1631 | loss: 0.0312088 | val_loss: 0.0312122 | Time: 6554.61 ms [2022-04-01 03:13:22 main:574] : INFO : Epoch 1632 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 6645.14 ms [2022-04-01 03:13:28 main:574] : INFO : Epoch 1633 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 6563.29 ms [2022-04-01 03:13:35 main:574] : INFO : Epoch 1634 | loss: 0.0312071 | val_loss: 0.0312117 | Time: 6569.05 ms [2022-04-01 03:13:42 main:574] : INFO : Epoch 1635 | loss: 0.0312065 | val_loss: 0.0312109 | Time: 6605.17 ms [2022-04-01 03:13:48 main:574] : INFO : Epoch 1636 | loss: 0.0312061 | val_loss: 0.0312109 | Time: 6560.53 ms [2022-04-01 03:13:55 main:574] : INFO : Epoch 1637 | loss: 0.0312059 | val_loss: 0.0312099 | Time: 6563.98 ms [2022-04-01 03:14:01 main:574] : INFO : Epoch 1638 | loss: 0.0312057 | val_loss: 0.0312112 | Time: 6546.27 ms [2022-04-01 03:14:08 main:574] : INFO : Epoch 1639 | loss: 0.0312051 | val_loss: 0.0312085 | Time: 6537.1 ms [2022-04-01 03:14:14 main:574] : INFO : Epoch 1640 | loss: 0.0312042 | val_loss: 0.0312094 | Time: 6544.84 ms [2022-04-01 03:14:21 main:574] : INFO : Epoch 1641 | loss: 0.0312057 | val_loss: 0.0312077 | Time: 6551.63 ms [2022-04-01 03:14:27 main:574] : INFO : Epoch 1642 | loss: 0.031203 | val_loss: 0.0312075 | Time: 6537.11 ms [2022-04-01 03:14:34 main:574] : INFO : Epoch 1643 | loss: 0.0312031 | val_loss: 0.0312083 | Time: 6592.32 ms [2022-04-01 03:14:41 main:574] : INFO : Epoch 1644 | loss: 0.031203 | val_loss: 0.0312095 | Time: 6563.29 ms [2022-04-01 03:14:47 main:574] : INFO : Epoch 1645 | loss: 0.031203 | val_loss: 0.0312056 | Time: 6548.17 ms [2022-04-01 03:14:54 main:574] : INFO : Epoch 1646 | loss: 0.0312018 | val_loss: 0.031206 | Time: 6527.64 ms [2022-04-01 03:15:00 main:574] : INFO : Epoch 1647 | loss: 0.0312013 | val_loss: 0.0312058 | Time: 6554.92 ms [2022-04-01 03:15:07 main:574] : INFO : Epoch 1648 | loss: 0.0312007 | val_loss: 0.0312045 | Time: 6542.85 ms [2022-04-01 03:15:13 main:574] : INFO : Epoch 1649 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 6566.09 ms [2022-04-01 03:15:20 main:574] : INFO : Epoch 1650 | loss: 0.0312009 | val_loss: 0.0312052 | Time: 6565.88 ms [2022-04-01 03:15:27 main:574] : INFO : Epoch 1651 | loss: 0.0311989 | val_loss: 0.0312029 | Time: 6547.09 ms [2022-04-01 03:15:33 main:574] : INFO : Epoch 1652 | loss: 0.0311997 | val_loss: 0.0312044 | Time: 6548.71 ms [2022-04-01 03:15:40 main:574] : INFO : Epoch 1653 | loss: 0.0312001 | val_loss: 0.0312037 | Time: 6704.89 ms [2022-04-01 03:15:46 main:574] : INFO : Epoch 1654 | loss: 0.0311988 | val_loss: 0.0312036 | Time: 6546.4 ms [2022-04-01 03:15:53 main:574] : INFO : Epoch 1655 | loss: 0.0311987 | val_loss: 0.0312044 | Time: 6548.88 ms [2022-04-01 03:16:01 main:574] : INFO : Epoch 1656 | loss: 0.0311991 | val_loss: 0.0312048 | Time: 7549.83 ms [2022-04-01 03:16:07 main:574] : INFO : Epoch 1657 | loss: 0.0311986 | val_loss: 0.0312027 | Time: 6569.02 ms [2022-04-01 03:16:14 main:574] : INFO : Epoch 1658 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 6528.99 ms [2022-04-01 03:16:20 main:574] : INFO : Epoch 1659 | loss: 0.0311972 | val_loss: 0.0312032 | Time: 6554.03 ms [2022-04-01 03:16:27 main:574] : INFO : Epoch 1660 | loss: 0.0311992 | val_loss: 0.0312047 | Time: 6556.31 ms [2022-04-01 03:16:33 main:574] : INFO : Epoch 1661 | loss: 0.0311993 | val_loss: 0.0312047 | Time: 6558.3 ms [2022-04-01 03:16:40 main:574] : INFO : Epoch 1662 | loss: 0.031199 | val_loss: 0.0312048 | Time: 6715.59 ms [2022-04-01 03:16:47 main:574] : INFO : Epoch 1663 | loss: 0.0311975 | val_loss: 0.0312032 | Time: 6550.09 ms [2022-04-01 03:16:53 main:574] : INFO : Epoch 1664 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 6582.9 ms [2022-04-01 03:17:00 main:574] : INFO : Epoch 1665 | loss: 0.0311959 | val_loss: 0.0312012 | Time: 6538.15 ms [2022-04-01 03:17:06 main:574] : INFO : Epoch 1666 | loss: 0.0311958 | val_loss: 0.0312025 | Time: 6551.01 ms [2022-04-01 03:17:13 main:574] : INFO : Epoch 1667 | loss: 0.0311954 | val_loss: 0.0312015 | Time: 6557.96 ms [2022-04-01 03:17:19 main:574] : INFO : Epoch 1668 | loss: 0.031195 | val_loss: 0.0312032 | Time: 6551.59 ms [2022-04-01 03:17:26 main:574] : INFO : Epoch 1669 | loss: 0.031194 | val_loss: 0.0312019 | Time: 6564.62 ms [2022-04-01 03:17:33 main:574] : INFO : Epoch 1670 | loss: 0.0311939 | val_loss: 0.031203 | Time: 6549.83 ms [2022-04-01 03:17:39 main:574] : INFO : Epoch 1671 | loss: 0.0311946 | val_loss: 0.0312026 | Time: 6555.72 ms [2022-04-01 03:17:46 main:574] : INFO : Epoch 1672 | loss: 0.0311934 | val_loss: 0.0312016 | Time: 6560.33 ms [2022-04-01 03:17:52 main:574] : INFO : Epoch 1673 | loss: 0.0311927 | val_loss: 0.031202 | Time: 6560.66 ms [2022-04-01 03:17:59 main:574] : INFO : Epoch 1674 | loss: 0.0311921 | val_loss: 0.0312017 | Time: 6530.59 ms [2022-04-01 03:18:05 main:574] : INFO : Epoch 1675 | loss: 0.0311922 | val_loss: 0.0312014 | Time: 6565.57 ms [2022-04-01 03:18:12 main:574] : INFO : Epoch 1676 | loss: 0.0311916 | val_loss: 0.0312035 | Time: 6553.96 ms [2022-04-01 03:18:19 main:574] : INFO : Epoch 1677 | loss: 0.0311921 | val_loss: 0.0312009 | Time: 6567.29 ms [2022-04-01 03:18:25 main:574] : INFO : Epoch 1678 | loss: 0.0311913 | val_loss: 0.0312005 | Time: 6554.99 ms [2022-04-01 03:18:32 main:574] : INFO : Epoch 1679 | loss: 0.0311914 | val_loss: 0.031201 | Time: 6563.65 ms [2022-04-01 03:18:38 main:574] : INFO : Epoch 1680 | loss: 0.0311918 | val_loss: 0.0312011 | Time: 6588.55 ms [2022-04-01 03:18:45 main:574] : INFO : Epoch 1681 | loss: 0.0311909 | val_loss: 0.0312007 | Time: 6516.74 ms [2022-04-01 03:18:51 main:574] : INFO : Epoch 1682 | loss: 0.0311908 | val_loss: 0.0312008 | Time: 6552.61 ms [2022-04-01 03:18:58 main:574] : INFO : Epoch 1683 | loss: 0.0311906 | val_loss: 0.0312016 | Time: 6554.13 ms [2022-04-01 03:19:05 main:574] : INFO : Epoch 1684 | loss: 0.0311922 | val_loss: 0.0312062 | Time: 6608.23 ms [2022-04-01 03:19:11 main:574] : INFO : Epoch 1685 | loss: 0.0311921 | val_loss: 0.0312019 | Time: 6547.04 ms [2022-04-01 03:19:18 main:574] : INFO : Epoch 1686 | loss: 0.0311914 | val_loss: 0.0311998 | Time: 6575.86 ms [2022-04-01 03:19:24 main:574] : INFO : Epoch 1687 | loss: 0.0311898 | val_loss: 0.0312 | Time: 6539.65 ms [2022-04-01 03:19:31 main:574] : INFO : Epoch 1688 | loss: 0.0311905 | val_loss: 0.0312015 | Time: 6550.71 ms [2022-04-01 03:19:37 main:574] : INFO : Epoch 1689 | loss: 0.031193 | val_loss: 0.0312023 | Time: 6549.73 ms [2022-04-01 03:19:44 main:574] : INFO : Epoch 1690 | loss: 0.0311922 | val_loss: 0.0312023 | Time: 6577.18 ms [2022-04-01 03:19:51 main:574] : INFO : Epoch 1691 | loss: 0.0311907 | val_loss: 0.0312013 | Time: 6560.23 ms [2022-04-01 03:19:57 main:574] : INFO : Epoch 1692 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 6580.86 ms [2022-04-01 03:20:04 main:574] : INFO : Epoch 1693 | loss: 0.031189 | val_loss: 0.0312007 | Time: 6555.01 ms [2022-04-01 03:20:10 main:574] : INFO : Epoch 1694 | loss: 0.0311894 | val_loss: 0.0312051 | Time: 6530.84 ms [2022-04-01 03:20:17 main:574] : INFO : Epoch 1695 | loss: 0.03119 | val_loss: 0.0312032 | Time: 6555.06 ms [2022-04-01 03:20:23 main:574] : INFO : Epoch 1696 | loss: 0.0311896 | val_loss: 0.0312014 | Time: 6595.16 ms [2022-04-01 03:20:30 main:574] : INFO : Epoch 1697 | loss: 0.0311904 | val_loss: 0.0312035 | Time: 6532.05 ms [2022-04-01 03:20:36 main:574] : INFO : Epoch 1698 | loss: 0.0311893 | val_loss: 0.0312052 | Time: 6562.9 ms [2022-04-01 03:20:43 main:574] : INFO : Epoch 1699 | loss: 0.0311892 | val_loss: 0.0312005 | Time: 6624.3 ms [2022-04-01 03:20:50 main:574] : INFO : Epoch 1700 | loss: 0.0311908 | val_loss: 0.0312015 | Time: 6543.61 ms [2022-04-01 03:20:57 main:574] : INFO : Epoch 1701 | loss: 0.0311896 | val_loss: 0.0311991 | Time: 7020.87 ms [2022-04-01 03:21:03 main:574] : INFO : Epoch 1702 | loss: 0.0311895 | val_loss: 0.0311995 | Time: 6564.97 ms [2022-04-01 03:21:10 main:574] : INFO : Epoch 1703 | loss: 0.0311885 | val_loss: 0.0311989 | Time: 6548.25 ms [2022-04-01 03:21:16 main:574] : INFO : Epoch 1704 | loss: 0.0311881 | val_loss: 0.0311986 | Time: 6543.38 ms [2022-04-01 03:21:23 main:574] : INFO : Epoch 1705 | loss: 0.0311879 | val_loss: 0.0311993 | Time: 6558.04 ms [2022-04-01 03:21:30 main:574] : INFO : Epoch 1706 | loss: 0.0311909 | val_loss: 0.0312099 | Time: 6534.31 ms [2022-04-01 03:21:36 main:574] : INFO : Epoch 1707 | loss: 0.0311922 | val_loss: 0.031202 | Time: 6555.42 ms [2022-04-01 03:21:43 main:574] : INFO : Epoch 1708 | loss: 0.0311883 | val_loss: 0.031199 | Time: 6552.35 ms [2022-04-01 03:21:49 main:574] : INFO : Epoch 1709 | loss: 0.0311876 | val_loss: 0.0311989 | Time: 6544.38 ms [2022-04-01 03:21:56 main:574] : INFO : Epoch 1710 | loss: 0.0311867 | val_loss: 0.0311988 | Time: 6519.58 ms [2022-04-01 03:22:02 main:574] : INFO : Epoch 1711 | loss: 0.0311869 | val_loss: 0.0312023 | Time: 6554 ms [2022-04-01 03:22:09 main:574] : INFO : Epoch 1712 | loss: 0.0311872 | val_loss: 0.0311995 | Time: 6552.16 ms [2022-04-01 03:22:15 main:574] : INFO : Epoch 1713 | loss: 0.0311872 | val_loss: 0.0311997 | Time: 6541.2 ms [2022-04-01 03:22:22 main:574] : INFO : Epoch 1714 | loss: 0.0311867 | val_loss: 0.0311987 | Time: 6627.32 ms [2022-04-01 03:22:29 main:574] : INFO : Epoch 1715 | loss: 0.0311861 | val_loss: 0.0311983 | Time: 6552.09 ms [2022-04-01 03:22:35 main:574] : INFO : Epoch 1716 | loss: 0.0311887 | val_loss: 0.0311998 | Time: 6536.37 ms [2022-04-01 03:22:42 main:574] : INFO : Epoch 1717 | loss: 0.0311881 | val_loss: 0.0311987 | Time: 6597.7 ms [2022-04-01 03:22:48 main:574] : INFO : Epoch 1718 | loss: 0.0311868 | val_loss: 0.031198 | Time: 6548.99 ms [2022-04-01 03:22:55 main:574] : INFO : Epoch 1719 | loss: 0.0311861 | val_loss: 0.0311976 | Time: 6562.82 ms [2022-04-01 03:23:02 main:574] : INFO : Epoch 1720 | loss: 0.0311859 | val_loss: 0.0311981 | Time: 6552.03 ms [2022-04-01 03:23:08 main:574] : INFO : Epoch 1721 | loss: 0.0311866 | val_loss: 0.0311989 | Time: 6545.37 ms [2022-04-01 03:23:15 main:574] : INFO : Epoch 1722 | loss: 0.0311878 | val_loss: 0.0311994 | Time: 6560.68 ms [2022-04-01 03:23:21 main:574] : INFO : Epoch 1723 | loss: 0.0311892 | val_loss: 0.0312005 | Time: 6548.92 ms [2022-04-01 03:23:28 main:574] : INFO : Epoch 1724 | loss: 0.0311862 | val_loss: 0.0311982 | Time: 6655.66 ms [2022-04-01 03:23:34 main:574] : INFO : Epoch 1725 | loss: 0.031187 | val_loss: 0.0311975 | Time: 6537.59 ms [2022-04-01 03:23:41 main:574] : INFO : Epoch 1726 | loss: 0.0311849 | val_loss: 0.0311992 | Time: 6524.13 ms [2022-04-01 03:23:48 main:574] : INFO : Epoch 1727 | loss: 0.0311856 | val_loss: 0.0311996 | Time: 6555.39 ms [2022-04-01 03:23:54 main:574] : INFO : Epoch 1728 | loss: 0.0311866 | val_loss: 0.031201 | Time: 6542.26 ms [2022-04-01 03:24:01 main:574] : INFO : Epoch 1729 | loss: 0.0311875 | val_loss: 0.0311989 | Time: 6543.88 ms [2022-04-01 03:24:07 main:574] : INFO : Epoch 1730 | loss: 0.0311859 | val_loss: 0.0311991 | Time: 6511.44 ms [2022-04-01 03:24:14 main:574] : INFO : Epoch 1731 | loss: 0.0311853 | val_loss: 0.0311997 | Time: 6544.17 ms [2022-04-01 03:24:20 main:574] : INFO : Epoch 1732 | loss: 0.0311861 | val_loss: 0.0311981 | Time: 6554.86 ms [2022-04-01 03:24:27 main:574] : INFO : Epoch 1733 | loss: 0.0311848 | val_loss: 0.0311985 | Time: 6545.54 ms [2022-04-01 03:24:33 main:574] : INFO : Epoch 1734 | loss: 0.0311846 | val_loss: 0.0311992 | Time: 6551.58 ms [2022-04-01 03:24:40 main:574] : INFO : Epoch 1735 | loss: 0.0311843 | val_loss: 0.0311984 | Time: 6553.18 ms [2022-04-01 03:24:47 main:574] : INFO : Epoch 1736 | loss: 0.0311847 | val_loss: 0.0311979 | Time: 6562.97 ms [2022-04-01 03:24:53 main:574] : INFO : Epoch 1737 | loss: 0.0311841 | val_loss: 0.0311991 | Time: 6575.99 ms [2022-04-01 03:25:00 main:574] : INFO : Epoch 1738 | loss: 0.0311839 | val_loss: 0.0312002 | Time: 6590.01 ms [2022-04-01 03:25:06 main:574] : INFO : Epoch 1739 | loss: 0.0311848 | val_loss: 0.0311981 | Time: 6552.76 ms [2022-04-01 03:25:13 main:574] : INFO : Epoch 1740 | loss: 0.0311842 | val_loss: 0.0311986 | Time: 6591.77 ms [2022-04-01 03:25:19 main:574] : INFO : Epoch 1741 | loss: 0.0311888 | val_loss: 0.0312011 | Time: 6546.43 ms [2022-04-01 03:25:26 main:574] : INFO : Epoch 1742 | loss: 0.0311874 | val_loss: 0.0311983 | Time: 6636.24 ms [2022-04-01 03:25:33 main:574] : INFO : Epoch 1743 | loss: 0.0311856 | val_loss: 0.0311991 | Time: 6548.51 ms [2022-04-01 03:25:39 main:574] : INFO : Epoch 1744 | loss: 0.0311841 | val_loss: 0.0311993 | Time: 6555.72 ms [2022-04-01 03:25:46 main:574] : INFO : Epoch 1745 | loss: 0.0311863 | val_loss: 0.0312004 | Time: 6559.51 ms [2022-04-01 03:25:52 main:574] : INFO : Epoch 1746 | loss: 0.0311845 | val_loss: 0.031201 | Time: 6526.32 ms [2022-04-01 03:26:00 main:574] : INFO : Epoch 1747 | loss: 0.0311846 | val_loss: 0.0311973 | Time: 7298.97 ms [2022-04-01 03:26:06 main:574] : INFO : Epoch 1748 | loss: 0.0311876 | val_loss: 0.0311977 | Time: 6562.56 ms [2022-04-01 03:26:14 main:574] : INFO : Epoch 1749 | loss: 0.0311841 | val_loss: 0.0312001 | Time: 8262.72 ms [2022-04-01 03:26:21 main:574] : INFO : Epoch 1750 | loss: 0.0311849 | val_loss: 0.0311988 | Time: 6561.98 ms [2022-04-01 03:26:28 main:574] : INFO : Epoch 1751 | loss: 0.0311868 | val_loss: 0.0311988 | Time: 6550.96 ms [2022-04-01 03:26:34 main:574] : INFO : Epoch 1752 | loss: 0.0311887 | val_loss: 0.0311984 | Time: 6556.95 ms [2022-04-01 03:26:41 main:574] : INFO : Epoch 1753 | loss: 0.0311878 | val_loss: 0.0311984 | Time: 6557.04 ms [2022-04-01 03:26:47 main:574] : INFO : Epoch 1754 | loss: 0.0311869 | val_loss: 0.0311964 | Time: 6571.83 ms [2022-04-01 03:26:54 main:574] : INFO : Epoch 1755 | loss: 0.0311848 | val_loss: 0.0311976 | Time: 6556.35 ms [2022-04-01 03:27:00 main:574] : INFO : Epoch 1756 | loss: 0.0311835 | val_loss: 0.0311974 | Time: 6555.42 ms [2022-04-01 03:27:07 main:574] : INFO : Epoch 1757 | loss: 0.031184 | val_loss: 0.0312008 | Time: 6560.41 ms [2022-04-01 03:27:14 main:574] : INFO : Epoch 1758 | loss: 0.031186 | val_loss: 0.0311976 | Time: 6579.13 ms [2022-04-01 03:27:20 main:574] : INFO : Epoch 1759 | loss: 0.0311839 | val_loss: 0.031198 | Time: 6555.57 ms [2022-04-01 03:27:27 main:574] : INFO : Epoch 1760 | loss: 0.0311831 | val_loss: 0.0311989 | Time: 6585.95 ms [2022-04-01 03:27:33 main:574] : INFO : Epoch 1761 | loss: 0.0311827 | val_loss: 0.0311997 | Time: 6655.66 ms [2022-04-01 03:27:40 main:574] : INFO : Epoch 1762 | loss: 0.0311847 | val_loss: 0.0311978 | Time: 6728.74 ms [2022-04-01 03:27:47 main:574] : INFO : Epoch 1763 | loss: 0.0311828 | val_loss: 0.0311986 | Time: 6556.97 ms [2022-04-01 03:27:53 main:574] : INFO : Epoch 1764 | loss: 0.031185 | val_loss: 0.0312 | Time: 6547.44 ms [2022-04-01 03:28:00 main:574] : INFO : Epoch 1765 | loss: 0.0311828 | val_loss: 0.0311975 | Time: 6552.85 ms [2022-04-01 03:28:06 main:574] : INFO : Epoch 1766 | loss: 0.0311814 | val_loss: 0.0311993 | Time: 6555.17 ms [2022-04-01 03:28:13 main:574] : INFO : Epoch 1767 | loss: 0.0311819 | val_loss: 0.0311992 | Time: 6558.43 ms [2022-04-01 03:28:20 main:574] : INFO : Epoch 1768 | loss: 0.0311822 | val_loss: 0.0311982 | Time: 6556.02 ms [2022-04-01 03:28:26 main:574] : INFO : Epoch 1769 | loss: 0.0311799 | val_loss: 0.0312005 | Time: 6563.74 ms [2022-04-01 03:28:33 main:574] : INFO : Epoch 1770 | loss: 0.0311813 | val_loss: 0.0311973 | Time: 6541.24 ms [2022-04-01 03:28:39 main:574] : INFO : Epoch 1771 | loss: 0.0311816 | val_loss: 0.0311992 | Time: 6552.39 ms [2022-04-01 03:28:46 main:574] : INFO : Epoch 1772 | loss: 0.0311815 | val_loss: 0.0311979 | Time: 6549.77 ms [2022-04-01 03:28:52 main:574] : INFO : Epoch 1773 | loss: 0.0311803 | val_loss: 0.0312008 | Time: 6533.34 ms [2022-04-01 03:28:59 main:574] : INFO : Epoch 1774 | loss: 0.0311824 | val_loss: 0.0311998 | Time: 6611.85 ms [2022-04-01 03:29:06 main:574] : INFO : Epoch 1775 | loss: 0.031182 | val_loss: 0.031199 | Time: 6592.86 ms [2022-04-01 03:29:12 main:574] : INFO : Epoch 1776 | loss: 0.0311813 | val_loss: 0.0312001 | Time: 6567.02 ms [2022-04-01 03:29:19 main:574] : INFO : Epoch 1777 | loss: 0.0311812 | val_loss: 0.0312066 | Time: 6530.09 ms [2022-04-01 03:29:25 main:574] : INFO : Epoch 1778 | loss: 0.0311809 | val_loss: 0.031199 | Time: 6545 ms [2022-04-01 03:29:32 main:574] : INFO : Epoch 1779 | loss: 0.0311816 | val_loss: 0.0312055 | Time: 6712.75 ms [2022-04-01 03:29:39 main:574] : INFO : Epoch 1780 | loss: 0.0311873 | val_loss: 0.0311998 | Time: 6538.05 ms [2022-04-01 03:29:45 main:574] : INFO : Epoch 1781 | loss: 0.0311849 | val_loss: 0.0312001 | Time: 6716.51 ms [2022-04-01 03:29:52 main:574] : INFO : Epoch 1782 | loss: 0.0311826 | val_loss: 0.0311998 | Time: 6544.96 ms [2022-04-01 03:29:58 main:574] : INFO : Epoch 1783 | loss: 0.0311821 | val_loss: 0.0311984 | Time: 6532.05 ms [2022-04-01 03:30:05 main:574] : INFO : Epoch 1784 | loss: 0.0311816 | val_loss: 0.0312008 | Time: 6565.17 ms [2022-04-01 03:30:12 main:574] : INFO : Epoch 1785 | loss: 0.0311812 | val_loss: 0.0312004 | Time: 6552.53 ms [2022-04-01 03:30:18 main:574] : INFO : Epoch 1786 | loss: 0.0311825 | val_loss: 0.0312009 | Time: 6556.81 ms [2022-04-01 03:30:25 main:574] : INFO : Epoch 1787 | loss: 0.0311842 | val_loss: 0.0312013 | Time: 6642.23 ms [2022-04-01 03:30:31 main:574] : INFO : Epoch 1788 | loss: 0.0311822 | val_loss: 0.0311999 | Time: 6588.64 ms [2022-04-01 03:30:38 main:574] : INFO : Epoch 1789 | loss: 0.0311849 | val_loss: 0.0312018 | Time: 6529.69 ms [2022-04-01 03:30:45 main:574] : INFO : Epoch 1790 | loss: 0.0311827 | val_loss: 0.0312007 | Time: 6574.17 ms [2022-04-01 03:30:51 main:574] : INFO : Epoch 1791 | loss: 0.0311826 | val_loss: 0.0312 | Time: 6568.25 ms [2022-04-01 03:30:58 main:574] : INFO : Epoch 1792 | loss: 0.0311828 | val_loss: 0.0311989 | Time: 6771.58 ms [2022-04-01 03:31:04 main:574] : INFO : Epoch 1793 | loss: 0.0311821 | val_loss: 0.0311973 | Time: 6551.73 ms [2022-04-01 03:31:11 main:574] : INFO : Epoch 1794 | loss: 0.0311806 | val_loss: 0.0311999 | Time: 6563.25 ms [2022-04-01 03:31:18 main:574] : INFO : Epoch 1795 | loss: 0.0311816 | val_loss: 0.0312022 | Time: 6575.55 ms [2022-04-01 03:31:24 main:574] : INFO : Epoch 1796 | loss: 0.0311811 | val_loss: 0.0312061 | Time: 6551.11 ms [2022-04-01 03:31:31 main:574] : INFO : Epoch 1797 | loss: 0.031181 | val_loss: 0.0311997 | Time: 6544.09 ms [2022-04-01 03:31:40 main:574] : INFO : Epoch 1798 | loss: 0.031179 | val_loss: 0.0311992 | Time: 9200.25 ms [2022-04-01 03:31:59 main:574] : INFO : Epoch 1799 | loss: 0.0311788 | val_loss: 0.0312031 | Time: 19228.9 ms [2022-04-01 03:32:06 main:574] : INFO : Epoch 1800 | loss: 0.0311791 | val_loss: 0.0312014 | Time: 6700.94 ms [2022-04-01 03:32:13 main:574] : INFO : Epoch 1801 | loss: 0.0311799 | val_loss: 0.0312078 | Time: 6543.43 ms [2022-04-01 03:32:19 main:574] : INFO : Epoch 1802 | loss: 0.0311825 | val_loss: 0.0312045 | Time: 6523.35 ms [2022-04-01 03:32:26 main:574] : INFO : Epoch 1803 | loss: 0.0311814 | val_loss: 0.031203 | Time: 6573.12 ms [2022-04-01 03:32:32 main:574] : INFO : Epoch 1804 | loss: 0.031178 | val_loss: 0.0311988 | Time: 6598.63 ms [2022-04-01 03:32:39 main:574] : INFO : Epoch 1805 | loss: 0.0311793 | val_loss: 0.0311962 | Time: 6534.65 ms [2022-04-01 03:32:47 main:574] : INFO : Epoch 1806 | loss: 0.0311801 | val_loss: 0.0311982 | Time: 7848.64 ms [2022-04-01 03:32:53 main:574] : INFO : Epoch 1807 | loss: 0.0311788 | val_loss: 0.0311986 | Time: 6542.97 ms [2022-04-01 03:33:00 main:574] : INFO : Epoch 1808 | loss: 0.0311773 | val_loss: 0.0311997 | Time: 6529.53 ms [2022-04-01 03:33:06 main:574] : INFO : Epoch 1809 | loss: 0.0311784 | val_loss: 0.0311972 | Time: 6561.17 ms [2022-04-01 03:33:13 main:574] : INFO : Epoch 1810 | loss: 0.0311805 | val_loss: 0.0311972 | Time: 6534.35 ms [2022-04-01 03:33:19 main:574] : INFO : Epoch 1811 | loss: 0.031179 | val_loss: 0.0311969 | Time: 6555.46 ms [2022-04-01 03:33:26 main:574] : INFO : Epoch 1812 | loss: 0.031177 | val_loss: 0.0311981 | Time: 6527.68 ms [2022-04-01 03:33:33 main:574] : INFO : Epoch 1813 | loss: 0.0311767 | val_loss: 0.031197 | Time: 6534.02 ms [2022-04-01 03:33:39 main:574] : INFO : Epoch 1814 | loss: 0.0311772 | val_loss: 0.031202 | Time: 6536.65 ms [2022-04-01 03:33:46 main:574] : INFO : Epoch 1815 | loss: 0.0311791 | val_loss: 0.031199 | Time: 6682.92 ms [2022-04-01 03:33:52 main:574] : INFO : Epoch 1816 | loss: 0.0311775 | val_loss: 0.0311948 | Time: 6551.06 ms [2022-04-01 03:33:59 main:574] : INFO : Epoch 1817 | loss: 0.0311801 | val_loss: 0.0311942 | Time: 6569.03 ms [2022-04-01 03:34:05 main:574] : INFO : Epoch 1818 | loss: 0.0311776 | val_loss: 0.0311931 | Time: 6551.16 ms [2022-04-01 03:34:12 main:574] : INFO : Epoch 1819 | loss: 0.0311775 | val_loss: 0.0311928 | Time: 6547.18 ms [2022-04-01 03:34:19 main:574] : INFO : Epoch 1820 | loss: 0.0311777 | val_loss: 0.0311931 | Time: 6524.58 ms [2022-04-01 03:34:25 main:574] : INFO : Epoch 1821 | loss: 0.0311769 | val_loss: 0.0311933 | Time: 6586.9 ms [2022-04-01 03:34:32 main:574] : INFO : Epoch 1822 | loss: 0.0311769 | val_loss: 0.031194 | Time: 6572.7 ms [2022-04-01 03:34:38 main:574] : INFO : Epoch 1823 | loss: 0.0311753 | val_loss: 0.0311951 | Time: 6547.39 ms [2022-04-01 03:34:45 main:574] : INFO : Epoch 1824 | loss: 0.0311755 | val_loss: 0.0311961 | Time: 6546.53 ms [2022-04-01 03:34:52 main:574] : INFO : Epoch 1825 | loss: 0.0311769 | val_loss: 0.031194 | Time: 6680.6 ms [2022-04-01 03:34:58 main:574] : INFO : Epoch 1826 | loss: 0.0311756 | val_loss: 0.0311935 | Time: 6538.39 ms [2022-04-01 03:35:05 main:574] : INFO : Epoch 1827 | loss: 0.0311769 | val_loss: 0.0311949 | Time: 6526.89 ms [2022-04-01 03:35:11 main:574] : INFO : Epoch 1828 | loss: 0.0311758 | val_loss: 0.0311941 | Time: 6529.18 ms [2022-04-01 03:35:18 main:574] : INFO : Epoch 1829 | loss: 0.0311759 | val_loss: 0.031194 | Time: 6546.75 ms [2022-04-01 03:35:24 main:574] : INFO : Epoch 1830 | loss: 0.0311775 | val_loss: 0.0311947 | Time: 6561.74 ms [2022-04-01 03:35:31 main:574] : INFO : Epoch 1831 | loss: 0.0311789 | val_loss: 0.0311979 | Time: 6523.72 ms [2022-04-01 03:35:37 main:574] : INFO : Epoch 1832 | loss: 0.0311779 | val_loss: 0.0311981 | Time: 6547.66 ms [2022-04-01 03:35:44 main:574] : INFO : Epoch 1833 | loss: 0.0311793 | val_loss: 0.0311945 | Time: 6558.99 ms [2022-04-01 03:35:51 main:574] : INFO : Epoch 1834 | loss: 0.0311777 | val_loss: 0.0311972 | Time: 6674.49 ms [2022-04-01 03:35:58 main:574] : INFO : Epoch 1835 | loss: 0.0311764 | val_loss: 0.0311953 | Time: 7843.95 ms [2022-04-01 03:36:06 main:574] : INFO : Epoch 1836 | loss: 0.0311761 | val_loss: 0.0311987 | Time: 7146.84 ms [2022-04-01 03:36:12 main:574] : INFO : Epoch 1837 | loss: 0.031177 | val_loss: 0.031195 | Time: 6541.55 ms [2022-04-01 03:36:19 main:574] : INFO : Epoch 1838 | loss: 0.0311805 | val_loss: 0.031198 | Time: 6549.18 ms [2022-04-01 03:36:25 main:574] : INFO : Epoch 1839 | loss: 0.0311796 | val_loss: 0.0311955 | Time: 6522.52 ms [2022-04-01 03:36:32 main:574] : INFO : Epoch 1840 | loss: 0.031179 | val_loss: 0.0311959 | Time: 6533.33 ms [2022-04-01 03:36:38 main:574] : INFO : Epoch 1841 | loss: 0.0311771 | val_loss: 0.0311947 | Time: 6542.06 ms [2022-04-01 03:36:45 main:574] : INFO : Epoch 1842 | loss: 0.0311772 | val_loss: 0.0311938 | Time: 6542.85 ms [2022-04-01 03:36:52 main:574] : INFO : Epoch 1843 | loss: 0.0311778 | val_loss: 0.0311955 | Time: 6631.77 ms [2022-04-01 03:36:58 main:574] : INFO : Epoch 1844 | loss: 0.0311776 | val_loss: 0.0311922 | Time: 6552.46 ms [2022-04-01 03:37:05 main:574] : INFO : Epoch 1845 | loss: 0.0311785 | val_loss: 0.0311936 | Time: 6552.71 ms [2022-04-01 03:37:11 main:574] : INFO : Epoch 1846 | loss: 0.0311786 | val_loss: 0.0311924 | Time: 6534.96 ms [2022-04-01 03:37:18 main:574] : INFO : Epoch 1847 | loss: 0.0311793 | val_loss: 0.0312007 | Time: 6540.25 ms [2022-04-01 03:37:24 main:574] : INFO : Epoch 1848 | loss: 0.031182 | val_loss: 0.0311952 | Time: 6554.37 ms [2022-04-01 03:37:31 main:574] : INFO : Epoch 1849 | loss: 0.0311804 | val_loss: 0.0311951 | Time: 6547.92 ms [2022-04-01 03:37:37 main:574] : INFO : Epoch 1850 | loss: 0.0311784 | val_loss: 0.0311942 | Time: 6560.01 ms [2022-04-01 03:37:44 main:574] : INFO : Epoch 1851 | loss: 0.0311791 | val_loss: 0.0311986 | Time: 6584.43 ms [2022-04-01 03:37:51 main:574] : INFO : Epoch 1852 | loss: 0.0311787 | val_loss: 0.0311921 | Time: 6541.74 ms [2022-04-01 03:37:57 main:574] : INFO : Epoch 1853 | loss: 0.0311769 | val_loss: 0.0311919 | Time: 6555.01 ms [2022-04-01 03:38:04 main:574] : INFO : Epoch 1854 | loss: 0.0311765 | val_loss: 0.031193 | Time: 6549.01 ms [2022-04-01 03:38:10 main:574] : INFO : Epoch 1855 | loss: 0.0311758 | val_loss: 0.0311912 | Time: 6548.88 ms [2022-04-01 03:38:17 main:574] : INFO : Epoch 1856 | loss: 0.0311766 | val_loss: 0.0311919 | Time: 6529.79 ms [2022-04-01 03:38:23 main:574] : INFO : Epoch 1857 | loss: 0.0311777 | val_loss: 0.0311935 | Time: 6548.58 ms [2022-04-01 03:38:30 main:574] : INFO : Epoch 1858 | loss: 0.0311804 | val_loss: 0.0311998 | Time: 6570.88 ms [2022-04-01 03:38:37 main:574] : INFO : Epoch 1859 | loss: 0.0311795 | val_loss: 0.0311948 | Time: 6527.67 ms [2022-04-01 03:38:43 main:574] : INFO : Epoch 1860 | loss: 0.0311771 | val_loss: 0.0311913 | Time: 6536.72 ms [2022-04-01 03:38:50 main:574] : INFO : Epoch 1861 | loss: 0.0311763 | val_loss: 0.0311925 | Time: 6559.42 ms [2022-04-01 03:38:56 main:574] : INFO : Epoch 1862 | loss: 0.0311816 | val_loss: 0.0311904 | Time: 6527.22 ms [2022-04-01 03:39:03 main:574] : INFO : Epoch 1863 | loss: 0.0311823 | val_loss: 0.0311934 | Time: 6552.23 ms [2022-04-01 03:39:09 main:574] : INFO : Epoch 1864 | loss: 0.0311782 | val_loss: 0.0311913 | Time: 6569.09 ms [2022-04-01 03:39:16 main:574] : INFO : Epoch 1865 | loss: 0.031178 | val_loss: 0.0311928 | Time: 6580.05 ms [2022-04-01 03:39:22 main:574] : INFO : Epoch 1866 | loss: 0.0311773 | val_loss: 0.0311917 | Time: 6559.32 ms [2022-04-01 03:39:29 main:574] : INFO : Epoch 1867 | loss: 0.0311757 | val_loss: 0.031191 | Time: 6549.14 ms [2022-04-01 03:39:36 main:574] : INFO : Epoch 1868 | loss: 0.0311756 | val_loss: 0.0311898 | Time: 6548.62 ms [2022-04-01 03:39:42 main:574] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311914 | Time: 6524.47 ms [2022-04-01 03:39:49 main:574] : INFO : Epoch 1870 | loss: 0.0311753 | val_loss: 0.031191 | Time: 6558.53 ms [2022-04-01 03:39:55 main:574] : INFO : Epoch 1871 | loss: 0.0311756 | val_loss: 0.0311987 | Time: 6550.11 ms [2022-04-01 03:40:02 main:574] : INFO : Epoch 1872 | loss: 0.0311772 | val_loss: 0.0311923 | Time: 6533.83 ms [2022-04-01 03:40:08 main:574] : INFO : Epoch 1873 | loss: 0.0311776 | val_loss: 0.0311904 | Time: 6567.41 ms [2022-04-01 03:40:15 main:574] : INFO : Epoch 1874 | loss: 0.0311762 | val_loss: 0.0311888 | Time: 6551.04 ms [2022-04-01 03:40:21 main:574] : INFO : Epoch 1875 | loss: 0.0311748 | val_loss: 0.0311892 | Time: 6553.36 ms [2022-04-01 03:40:28 main:574] : INFO : Epoch 1876 | loss: 0.0311736 | val_loss: 0.03119 | Time: 6636.02 ms [2022-04-01 03:40:35 main:574] : INFO : Epoch 1877 | loss: 0.0311744 | val_loss: 0.031189 | Time: 6557.23 ms [2022-04-01 03:40:41 main:574] : INFO : Epoch 1878 | loss: 0.0311737 | val_loss: 0.0311915 | Time: 6564.02 ms [2022-04-01 03:40:48 main:574] : INFO : Epoch 1879 | loss: 0.0311731 | val_loss: 0.0311906 | Time: 6544.36 ms [2022-04-01 03:40:54 main:574] : INFO : Epoch 1880 | loss: 0.0311734 | val_loss: 0.0311911 | Time: 6585.61 ms [2022-04-01 03:41:01 main:574] : INFO : Epoch 1881 | loss: 0.0311736 | val_loss: 0.0311907 | Time: 6778.54 ms [2022-04-01 03:41:08 main:574] : INFO : Epoch 1882 | loss: 0.0311888 | val_loss: 0.0311956 | Time: 6530.83 ms [2022-04-01 03:41:14 main:574] : INFO : Epoch 1883 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 6572.29 ms [2022-04-01 03:41:21 main:574] : INFO : Epoch 1884 | loss: 0.0311876 | val_loss: 0.0311962 | Time: 6577.87 ms [2022-04-01 03:41:28 main:574] : INFO : Epoch 1885 | loss: 0.0311873 | val_loss: 0.0311951 | Time: 6546.54 ms [2022-04-01 03:41:34 main:574] : INFO : Epoch 1886 | loss: 0.0311823 | val_loss: 0.0311925 | Time: 6540.46 ms [2022-04-01 03:41:41 main:574] : INFO : Epoch 1887 | loss: 0.0311807 | val_loss: 0.0311906 | Time: 6625.32 ms [2022-04-01 03:41:47 main:574] : INFO : Epoch 1888 | loss: 0.0311797 | val_loss: 0.0311901 | Time: 6531.12 ms [2022-04-01 03:41:54 main:574] : INFO : Epoch 1889 | loss: 0.0311785 | val_loss: 0.0311898 | Time: 6559.15 ms [2022-04-01 03:42:00 main:574] : INFO : Epoch 1890 | loss: 0.0311781 | val_loss: 0.0311912 | Time: 6561.23 ms [2022-04-01 03:42:07 main:574] : INFO : Epoch 1891 | loss: 0.0311785 | val_loss: 0.0311911 | Time: 6550.1 ms [2022-04-01 03:42:14 main:574] : INFO : Epoch 1892 | loss: 0.0311769 | val_loss: 0.0311899 | Time: 6556.3 ms [2022-04-01 03:42:20 main:574] : INFO : Epoch 1893 | loss: 0.0311775 | val_loss: 0.0311926 | Time: 6573.29 ms [2022-04-01 03:42:27 main:574] : INFO : Epoch 1894 | loss: 0.0311785 | val_loss: 0.0311897 | Time: 6571.13 ms [2022-04-01 03:42:33 main:574] : INFO : Epoch 1895 | loss: 0.031176 | val_loss: 0.031189 | Time: 6525.44 ms [2022-04-01 03:42:40 main:574] : INFO : Epoch 1896 | loss: 0.0311759 | val_loss: 0.0311896 | Time: 6611.76 ms [2022-04-01 03:42:46 main:574] : INFO : Epoch 1897 | loss: 0.0311754 | val_loss: 0.031191 | Time: 6549.47 ms [2022-04-01 03:42:53 main:574] : INFO : Epoch 1898 | loss: 0.0311755 | val_loss: 0.0311966 | Time: 6535.85 ms [2022-04-01 03:43:01 main:574] : INFO : Epoch 1899 | loss: 0.0311789 | val_loss: 0.0311898 | Time: 8185.81 ms [2022-04-01 03:43:08 main:574] : INFO : Epoch 1900 | loss: 0.0311779 | val_loss: 0.0311893 | Time: 6541.27 ms [2022-04-01 03:43:14 main:574] : INFO : Epoch 1901 | loss: 0.031177 | val_loss: 0.0311914 | Time: 6547.28 ms [2022-04-01 03:43:21 main:574] : INFO : Epoch 1902 | loss: 0.0311787 | val_loss: 0.0311937 | Time: 6549.73 ms [2022-04-01 03:43:27 main:574] : INFO : Epoch 1903 | loss: 0.0311782 | val_loss: 0.0311901 | Time: 6570.48 ms [2022-04-01 03:43:34 main:574] : INFO : Epoch 1904 | loss: 0.0311786 | val_loss: 0.031193 | Time: 6562.75 ms [2022-04-01 03:43:41 main:574] : INFO : Epoch 1905 | loss: 0.0311806 | val_loss: 0.0311908 | Time: 6553.09 ms [2022-04-01 03:43:47 main:574] : INFO : Epoch 1906 | loss: 0.0311811 | val_loss: 0.0311965 | Time: 6551.16 ms [2022-04-01 03:43:55 main:574] : INFO : Epoch 1907 | loss: 0.0311786 | val_loss: 0.0311911 | Time: 7606.36 ms [2022-04-01 03:44:01 main:574] : INFO : Epoch 1908 | loss: 0.0311766 | val_loss: 0.0311918 | Time: 6623.35 ms [2022-04-01 03:44:08 main:574] : INFO : Epoch 1909 | loss: 0.031178 | val_loss: 0.0311977 | Time: 6546.02 ms [2022-04-01 03:44:15 main:574] : INFO : Epoch 1910 | loss: 0.031192 | val_loss: 0.0311938 | Time: 6543.83 ms [2022-04-01 03:44:21 main:574] : INFO : Epoch 1911 | loss: 0.0311846 | val_loss: 0.0311906 | Time: 6549.56 ms [2022-04-01 03:44:28 main:574] : INFO : Epoch 1912 | loss: 0.0311811 | val_loss: 0.0311898 | Time: 6568.96 ms [2022-04-01 03:44:34 main:574] : INFO : Epoch 1913 | loss: 0.0311793 | val_loss: 0.0311895 | Time: 6555.88 ms [2022-04-01 03:44:41 main:574] : INFO : Epoch 1914 | loss: 0.0311788 | val_loss: 0.0311916 | Time: 6615.52 ms [2022-04-01 03:44:47 main:574] : INFO : Epoch 1915 | loss: 0.0311799 | val_loss: 0.0311878 | Time: 6550.51 ms [2022-04-01 03:44:54 main:574] : INFO : Epoch 1916 | loss: 0.0311768 | val_loss: 0.0311874 | Time: 6665.79 ms [2022-04-01 03:45:01 main:574] : INFO : Epoch 1917 | loss: 0.0311765 | val_loss: 0.0311878 | Time: 6539.63 ms [2022-04-01 03:45:07 main:574] : INFO : Epoch 1918 | loss: 0.0311753 | val_loss: 0.0311874 | Time: 6551.78 ms [2022-04-01 03:45:14 main:574] : INFO : Epoch 1919 | loss: 0.0311769 | val_loss: 0.0311885 | Time: 6559.31 ms [2022-04-01 03:45:20 main:574] : INFO : Epoch 1920 | loss: 0.0311764 | val_loss: 0.0311903 | Time: 6550.79 ms [2022-04-01 03:45:27 main:574] : INFO : Epoch 1921 | loss: 0.0311761 | val_loss: 0.0311884 | Time: 6600.79 ms [2022-04-01 03:45:33 main:574] : INFO : Epoch 1922 | loss: 0.0311762 | val_loss: 0.0311884 | Time: 6524.66 ms [2022-04-01 03:45:40 main:574] : INFO : Epoch 1923 | loss: 0.0311769 | val_loss: 0.0311881 | Time: 6568.42 ms [2022-04-01 03:45:47 main:574] : INFO : Epoch 1924 | loss: 0.0311746 | val_loss: 0.0311896 | Time: 6560.19 ms [2022-04-01 03:45:53 main:574] : INFO : Epoch 1925 | loss: 0.0311754 | val_loss: 0.0311925 | Time: 6564.27 ms [2022-04-01 03:46:00 main:574] : INFO : Epoch 1926 | loss: 0.0311769 | val_loss: 0.0311877 | Time: 7083.41 ms [2022-04-01 03:46:07 main:574] : INFO : Epoch 1927 | loss: 0.0311767 | val_loss: 0.0311872 | Time: 6561.51 ms [2022-04-01 03:46:13 main:574] : INFO : Epoch 1928 | loss: 0.0311763 | val_loss: 0.0311896 | Time: 6568.62 ms [2022-04-01 03:46:20 main:574] : INFO : Epoch 1929 | loss: 0.0311759 | val_loss: 0.0311887 | Time: 6556.49 ms [2022-04-01 03:46:27 main:574] : INFO : Epoch 1930 | loss: 0.0311744 | val_loss: 0.0311894 | Time: 6582.14 ms [2022-04-01 03:46:33 main:574] : INFO : Epoch 1931 | loss: 0.0311738 | val_loss: 0.0311902 | Time: 6567.36 ms [2022-04-01 03:46:40 main:574] : INFO : Epoch 1932 | loss: 0.0311749 | val_loss: 0.0311923 | Time: 6534.26 ms [2022-04-01 03:46:46 main:574] : INFO : Epoch 1933 | loss: 0.0311747 | val_loss: 0.0311857 | Time: 6585.05 ms [2022-04-01 03:46:53 main:574] : INFO : Epoch 1934 | loss: 0.0311753 | val_loss: 0.0311887 | Time: 6681.83 ms [2022-04-01 03:47:00 main:574] : INFO : Epoch 1935 | loss: 0.0311742 | val_loss: 0.0311872 | Time: 6564.39 ms [2022-04-01 03:47:06 main:574] : INFO : Epoch 1936 | loss: 0.0311739 | val_loss: 0.0311881 | Time: 6552.8 ms [2022-04-01 03:47:13 main:574] : INFO : Epoch 1937 | loss: 0.0311732 | val_loss: 0.0311873 | Time: 6597.86 ms [2022-04-01 03:47:19 main:574] : INFO : Epoch 1938 | loss: 0.0311722 | val_loss: 0.0311883 | Time: 6591.77 ms [2022-04-01 03:47:26 main:574] : INFO : Epoch 1939 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 6580.87 ms [2022-04-01 03:47:32 main:574] : INFO : Epoch 1940 | loss: 0.031173 | val_loss: 0.0311892 | Time: 6558.92 ms [2022-04-01 03:47:39 main:574] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311891 | Time: 6564.57 ms [2022-04-01 03:47:46 main:574] : INFO : Epoch 1942 | loss: 0.031174 | val_loss: 0.0311897 | Time: 6539.27 ms [2022-04-01 03:47:52 main:574] : INFO : Epoch 1943 | loss: 0.0311735 | val_loss: 0.0311867 | Time: 6627.53 ms [2022-04-01 03:47:59 main:574] : INFO : Epoch 1944 | loss: 0.0311741 | val_loss: 0.0311875 | Time: 6553.47 ms [2022-04-01 03:48:05 main:574] : INFO : Epoch 1945 | loss: 0.0311754 | val_loss: 0.0311925 | Time: 6526.21 ms [2022-04-01 03:48:12 main:574] : INFO : Epoch 1946 | loss: 0.031175 | val_loss: 0.0311916 | Time: 6546.95 ms [2022-04-01 03:48:18 main:574] : INFO : Epoch 1947 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 6541.39 ms [2022-04-01 03:48:25 main:574] : INFO : Epoch 1948 | loss: 0.0311714 | val_loss: 0.031188 | Time: 6535.35 ms [2022-04-01 03:48:32 main:574] : INFO : Epoch 1949 | loss: 0.0311705 | val_loss: 0.0311866 | Time: 6562.92 ms [2022-04-01 03:48:38 main:574] : INFO : Epoch 1950 | loss: 0.0311715 | val_loss: 0.0311896 | Time: 6566.01 ms [2022-04-01 03:48:45 main:574] : INFO : Epoch 1951 | loss: 0.0311727 | val_loss: 0.0311989 | Time: 6557.57 ms [2022-04-01 03:48:51 main:574] : INFO : Epoch 1952 | loss: 0.031175 | val_loss: 0.0311894 | Time: 6561.13 ms [2022-04-01 03:48:58 main:574] : INFO : Epoch 1953 | loss: 0.0311767 | val_loss: 0.031187 | Time: 6553.97 ms [2022-04-01 03:49:04 main:574] : INFO : Epoch 1954 | loss: 0.0311746 | val_loss: 0.0311906 | Time: 6551.88 ms [2022-04-01 03:49:11 main:574] : INFO : Epoch 1955 | loss: 0.0311754 | val_loss: 0.0311883 | Time: 6582.75 ms [2022-04-01 03:49:18 main:574] : INFO : Epoch 1956 | loss: 0.031174 | val_loss: 0.0311879 | Time: 6556.47 ms [2022-04-01 03:49:24 main:574] : INFO : Epoch 1957 | loss: 0.0311734 | val_loss: 0.0311918 | Time: 6592.29 ms [2022-04-01 03:49:31 main:574] : INFO : Epoch 1958 | loss: 0.031173 | val_loss: 0.0311912 | Time: 6540.75 ms [2022-04-01 03:49:37 main:574] : INFO : Epoch 1959 | loss: 0.0311725 | val_loss: 0.0311899 | Time: 6591.94 ms [2022-04-01 03:49:50 main:574] : INFO : Epoch 1960 | loss: 0.0311735 | val_loss: 0.0311875 | Time: 12680.9 ms [2022-04-01 03:50:02 main:574] : INFO : Epoch 1961 | loss: 0.0311731 | val_loss: 0.031188 | Time: 11829.5 ms [2022-04-01 03:50:09 main:574] : INFO : Epoch 1962 | loss: 0.0311725 | val_loss: 0.0311884 | Time: 6721.74 ms [2022-04-01 03:50:16 main:574] : INFO : Epoch 1963 | loss: 0.0311719 | val_loss: 0.0311883 | Time: 6556.94 ms [2022-04-01 03:50:23 main:574] : INFO : Epoch 1964 | loss: 0.031172 | val_loss: 0.0311876 | Time: 6566.17 ms [2022-04-01 03:50:30 main:574] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.0311884 | Time: 6595 ms [2022-04-01 03:50:37 main:574] : INFO : Epoch 1966 | loss: 0.0311729 | val_loss: 0.0311888 | Time: 6615.05 ms [2022-04-01 03:50:43 main:574] : INFO : Epoch 1967 | loss: 0.0311708 | val_loss: 0.0311895 | Time: 6552.57 ms [2022-04-01 03:50:50 main:574] : INFO : Epoch 1968 | loss: 0.0311708 | val_loss: 0.0311867 | Time: 6638.66 ms [2022-04-01 03:50:57 main:574] : INFO : Epoch 1969 | loss: 0.0311756 | val_loss: 0.0311936 | Time: 7127.11 ms [2022-04-01 03:51:04 main:574] : INFO : Epoch 1970 | loss: 0.0311784 | val_loss: 0.0311911 | Time: 6695.72 ms [2022-04-01 03:51:11 main:574] : INFO : Epoch 1971 | loss: 0.031179 | val_loss: 0.0311934 | Time: 6570.96 ms [2022-04-01 03:51:18 main:574] : INFO : Epoch 1972 | loss: 0.0311831 | val_loss: 0.0311913 | Time: 6593.15 ms [2022-04-01 03:51:24 main:574] : INFO : Epoch 1973 | loss: 0.0311802 | val_loss: 0.0311927 | Time: 6691.68 ms [2022-04-01 03:51:31 main:574] : INFO : Epoch 1974 | loss: 0.0311787 | val_loss: 0.0311907 | Time: 6544.66 ms [2022-04-01 03:51:38 main:574] : INFO : Epoch 1975 | loss: 0.0311866 | val_loss: 0.0311992 | Time: 6594.42 ms [2022-04-01 03:51:45 main:574] : INFO : Epoch 1976 | loss: 0.0311874 | val_loss: 0.0311977 | Time: 6677.5 ms [2022-04-01 03:51:53 main:574] : INFO : Epoch 1977 | loss: 0.0311852 | val_loss: 0.0311919 | Time: 8535.19 ms [2022-04-01 03:52:00 main:574] : INFO : Epoch 1978 | loss: 0.031182 | val_loss: 0.0311919 | Time: 6606.26 ms [2022-04-01 03:52:07 main:574] : INFO : Epoch 1979 | loss: 0.0311788 | val_loss: 0.0311906 | Time: 6553.96 ms [2022-04-01 03:52:13 main:574] : INFO : Epoch 1980 | loss: 0.0311805 | val_loss: 0.0311939 | Time: 6569.75 ms [2022-04-01 03:52:20 main:574] : INFO : Epoch 1981 | loss: 0.0311768 | val_loss: 0.0311903 | Time: 6617.54 ms [2022-04-01 03:52:49 main:574] : INFO : Epoch 1982 | loss: 0.0311758 | val_loss: 0.0311914 | Time: 28962 ms [2022-04-01 03:54:59 main:574] : INFO : Epoch 1983 | loss: 0.0311768 | val_loss: 0.0311895 | Time: 129439 ms [2022-04-01 03:55:05 main:574] : INFO : Epoch 1984 | loss: 0.0311807 | val_loss: 0.0311887 | Time: 6392.13 ms [2022-04-01 03:55:12 main:574] : INFO : Epoch 1985 | loss: 0.03118 | val_loss: 0.0311954 | Time: 6476.54 ms [2022-04-01 03:55:18 main:574] : INFO : Epoch 1986 | loss: 0.0311841 | val_loss: 0.0311886 | Time: 6518.38 ms [2022-04-01 03:55:25 main:574] : INFO : Epoch 1987 | loss: 0.0311781 | val_loss: 0.0311873 | Time: 6550.1 ms [2022-04-01 03:55:31 main:574] : INFO : Epoch 1988 | loss: 0.0311765 | val_loss: 0.0311885 | Time: 6554.65 ms [2022-04-01 03:55:38 main:574] : INFO : Epoch 1989 | loss: 0.0311754 | val_loss: 0.0311876 | Time: 6540.03 ms [2022-04-01 03:55:45 main:574] : INFO : Epoch 1990 | loss: 0.031175 | val_loss: 0.0311867 | Time: 6963.24 ms [2022-04-01 03:55:51 main:574] : INFO : Epoch 1991 | loss: 0.0311741 | val_loss: 0.0311862 | Time: 6579.47 ms [2022-04-01 03:55:59 main:574] : INFO : Epoch 1992 | loss: 0.0311748 | val_loss: 0.0311886 | Time: 7568.96 ms [2022-04-01 03:56:06 main:574] : INFO : Epoch 1993 | loss: 0.0311748 | val_loss: 0.0311891 | Time: 6545.47 ms [2022-04-01 03:56:12 main:574] : INFO : Epoch 1994 | loss: 0.0311754 | val_loss: 0.0311866 | Time: 6565.33 ms [2022-04-01 03:56:19 main:574] : INFO : Epoch 1995 | loss: 0.031172 | val_loss: 0.0311878 | Time: 6539.85 ms [2022-04-01 03:56:25 main:574] : INFO : Epoch 1996 | loss: 0.031172 | val_loss: 0.0311872 | Time: 6534.38 ms [2022-04-01 03:56:32 main:574] : INFO : Epoch 1997 | loss: 0.0311701 | val_loss: 0.0311868 | Time: 6539.18 ms [2022-04-01 03:56:38 main:574] : INFO : Epoch 1998 | loss: 0.0311702 | val_loss: 0.0311915 | Time: 6623.83 ms [2022-04-01 03:56:45 main:574] : INFO : Epoch 1999 | loss: 0.0311729 | val_loss: 0.0311894 | Time: 6526.77 ms [2022-04-01 03:56:52 main:574] : INFO : Epoch 2000 | loss: 0.0311691 | val_loss: 0.0311892 | Time: 6601.94 ms [2022-04-01 03:56:58 main:574] : INFO : Epoch 2001 | loss: 0.0311699 | val_loss: 0.0311899 | Time: 6515.62 ms [2022-04-01 03:57:05 main:574] : INFO : Epoch 2002 | loss: 0.0311724 | val_loss: 0.0311912 | Time: 6547.5 ms [2022-04-01 03:57:11 main:574] : INFO : Epoch 2003 | loss: 0.0311711 | val_loss: 0.0311894 | Time: 6547.71 ms [2022-04-01 03:57:18 main:574] : INFO : Epoch 2004 | loss: 0.031169 | val_loss: 0.0311925 | Time: 6516.4 ms [2022-04-01 03:57:24 main:574] : INFO : Epoch 2005 | loss: 0.0311694 | val_loss: 0.0311901 | Time: 6530.96 ms [2022-04-01 03:57:31 main:574] : INFO : Epoch 2006 | loss: 0.0311695 | val_loss: 0.0311917 | Time: 6539.17 ms [2022-04-01 03:57:37 main:574] : INFO : Epoch 2007 | loss: 0.0311713 | val_loss: 0.0311985 | Time: 6528.63 ms [2022-04-01 03:57:44 main:574] : INFO : Epoch 2008 | loss: 0.0311688 | val_loss: 0.0311899 | Time: 6634.58 ms [2022-04-01 03:57:51 main:574] : INFO : Epoch 2009 | loss: 0.0311703 | val_loss: 0.0311891 | Time: 6549.38 ms [2022-04-01 03:57:57 main:574] : INFO : Epoch 2010 | loss: 0.0312029 | val_loss: 0.0312376 | Time: 6551.38 ms [2022-04-01 03:58:04 main:574] : INFO : Epoch 2011 | loss: 0.0312347 | val_loss: 0.0312307 | Time: 6530.58 ms [2022-04-01 03:58:10 main:574] : INFO : Epoch 2012 | loss: 0.0312167 | val_loss: 0.0312072 | Time: 6545.91 ms [2022-04-01 03:58:17 main:574] : INFO : Epoch 2013 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 6532.25 ms [2022-04-01 03:58:23 main:574] : INFO : Epoch 2014 | loss: 0.0311961 | val_loss: 0.0312016 | Time: 6537.66 ms [2022-04-01 03:58:30 main:574] : INFO : Epoch 2015 | loss: 0.0311956 | val_loss: 0.0311974 | Time: 6532.32 ms [2022-04-01 03:58:36 main:574] : INFO : Epoch 2016 | loss: 0.031193 | val_loss: 0.0311961 | Time: 6529.65 ms [2022-04-01 03:58:43 main:574] : INFO : Epoch 2017 | loss: 0.0311915 | val_loss: 0.0311965 | Time: 6533.7 ms [2022-04-01 03:58:50 main:574] : INFO : Epoch 2018 | loss: 0.0311908 | val_loss: 0.0311977 | Time: 6552.05 ms [2022-04-01 03:58:56 main:574] : INFO : Epoch 2019 | loss: 0.0311902 | val_loss: 0.0311994 | Time: 6642.75 ms [2022-04-01 03:59:03 main:574] : INFO : Epoch 2020 | loss: 0.0311896 | val_loss: 0.0311962 | Time: 6513.28 ms [2022-04-01 03:59:09 main:574] : INFO : Epoch 2021 | loss: 0.0311866 | val_loss: 0.0311953 | Time: 6529.33 ms [2022-04-01 03:59:16 main:574] : INFO : Epoch 2022 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 6540.27 ms [2022-04-01 03:59:23 main:574] : INFO : Epoch 2023 | loss: 0.0311859 | val_loss: 0.0311961 | Time: 6532.46 ms [2022-04-01 03:59:29 main:574] : INFO : Epoch 2024 | loss: 0.0311854 | val_loss: 0.0312013 | Time: 6526.36 ms [2022-04-01 03:59:36 main:574] : INFO : Epoch 2025 | loss: 0.0311846 | val_loss: 0.031194 | Time: 6542.42 ms [2022-04-01 03:59:42 main:574] : INFO : Epoch 2026 | loss: 0.0311863 | val_loss: 0.0311973 | Time: 6559.02 ms [2022-04-01 03:59:49 main:574] : INFO : Epoch 2027 | loss: 0.0311864 | val_loss: 0.0311948 | Time: 6522.2 ms [2022-04-01 03:59:55 main:574] : INFO : Epoch 2028 | loss: 0.0311837 | val_loss: 0.0311947 | Time: 6587.32 ms [2022-04-01 04:00:02 main:574] : INFO : Epoch 2029 | loss: 0.0311834 | val_loss: 0.0311926 | Time: 6591.89 ms [2022-04-01 04:00:09 main:574] : INFO : Epoch 2030 | loss: 0.031183 | val_loss: 0.0311953 | Time: 6602.41 ms [2022-04-01 04:00:15 main:574] : INFO : Epoch 2031 | loss: 0.0311823 | val_loss: 0.0311943 | Time: 6519.45 ms [2022-04-01 04:00:22 main:574] : INFO : Epoch 2032 | loss: 0.0311812 | val_loss: 0.0311943 | Time: 6546.46 ms [2022-04-01 04:00:28 main:574] : INFO : Epoch 2033 | loss: 0.0311832 | val_loss: 0.0311928 | Time: 6613.87 ms [2022-04-01 04:00:35 main:574] : INFO : Epoch 2034 | loss: 0.0311814 | val_loss: 0.0312019 | Time: 6522.97 ms [2022-04-01 04:00:41 main:574] : INFO : Epoch 2035 | loss: 0.0311824 | val_loss: 0.0311938 | Time: 6534.03 ms [2022-04-01 04:00:48 main:574] : INFO : Epoch 2036 | loss: 0.0311802 | val_loss: 0.0311928 | Time: 6538.81 ms [2022-04-01 04:00:54 main:574] : INFO : Epoch 2037 | loss: 0.0311806 | val_loss: 0.0311938 | Time: 6529.35 ms [2022-04-01 04:01:01 main:574] : INFO : Epoch 2038 | loss: 0.0311798 | val_loss: 0.031194 | Time: 6774 ms [2022-04-01 04:01:08 main:574] : INFO : Epoch 2039 | loss: 0.0311815 | val_loss: 0.0311924 | Time: 6551.89 ms [2022-04-01 04:01:14 main:574] : INFO : Epoch 2040 | loss: 0.0311779 | val_loss: 0.0311916 | Time: 6560.27 ms [2022-04-01 04:01:21 main:574] : INFO : Epoch 2041 | loss: 0.0311772 | val_loss: 0.0311904 | Time: 6557.63 ms [2022-04-01 04:01:27 main:574] : INFO : Epoch 2042 | loss: 0.0311769 | val_loss: 0.03119 | Time: 6572.73 ms [2022-04-01 04:01:34 main:574] : INFO : Epoch 2043 | loss: 0.031178 | val_loss: 0.031191 | Time: 6591.56 ms [2022-04-01 04:01:41 main:574] : INFO : Epoch 2044 | loss: 0.0311775 | val_loss: 0.031189 | Time: 6539.56 ms [2022-04-01 04:01:47 main:574] : INFO : Epoch 2045 | loss: 0.0311766 | val_loss: 0.0311901 | Time: 6555.74 ms [2022-04-01 04:01:54 main:574] : INFO : Epoch 2046 | loss: 0.0311766 | val_loss: 0.0311899 | Time: 6657.19 ms [2022-04-01 04:02:00 main:574] : INFO : Epoch 2047 | loss: 0.0311765 | val_loss: 0.0311906 | Time: 6587.22 ms [2022-04-01 04:02:07 main:574] : INFO : Epoch 2048 | loss: 0.0311761 | val_loss: 0.0311896 | Time: 6553.04 ms [2022-04-01 04:02:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311896 [2022-04-01 04:02:07 main:603] : INFO : Saving end state to config to file [2022-04-01 04:02:07 main:608] : INFO : Success, exiting.. 04:02:07 (11132): 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)