Task 10019515
| Name | ParityModified-1639958619-28277-0_0 |
| Workunit | 7398244 |
| Created | 20 Dec 2021, 0:03:43 UTC |
| Sent | 2 Jan 2022, 19:38:30 UTC |
| Report deadline | 10 Jan 2022, 19:38:30 UTC |
| Received | 3 Jan 2022, 12:38:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 8 hours 29 min 8 sec |
| CPU time | 6 hours 23 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 558 ms [2022-01-03 03:31:46 main:574] : INFO : Epoch 1542 | loss: 0.0310173 | val_loss: 0.0312735 | Time: 15035.7 ms [2022-01-03 03:32:01 main:574] : INFO : Epoch 1543 | loss: 0.0310339 | val_loss: 0.0312683 | Time: 14718.2 ms [2022-01-03 03:32:16 main:574] : INFO : Epoch 1544 | loss: 0.0310235 | val_loss: 0.0313028 | Time: 14801.6 ms [2022-01-03 03:32:31 main:574] : INFO : Epoch 1545 | loss: 0.0310337 | val_loss: 0.0312479 | Time: 14492.5 ms [2022-01-03 03:32:46 main:574] : INFO : Epoch 1546 | loss: 0.0310635 | val_loss: 0.031257 | Time: 14903.2 ms [2022-01-03 03:33:00 main:574] : INFO : Epoch 1547 | loss: 0.0310369 | val_loss: 0.0312813 | Time: 14708.4 ms [2022-01-03 03:33:15 main:574] : INFO : Epoch 1548 | loss: 0.031034 | val_loss: 0.0312771 | Time: 14913.3 ms [2022-01-03 03:33:30 main:574] : INFO : Epoch 1549 | loss: 0.0310252 | val_loss: 0.0313079 | Time: 14771.2 ms [2022-01-03 03:33:45 main:574] : INFO : Epoch 1550 | loss: 0.0310132 | val_loss: 0.0313201 | Time: 15073.8 ms [2022-01-03 03:34:00 main:574] : INFO : Epoch 1551 | loss: 0.0310146 | val_loss: 0.0312745 | Time: 14382.9 ms [2022-01-03 03:34:15 main:574] : INFO : Epoch 1552 | loss: 0.0310121 | val_loss: 0.0312859 | Time: 14870.3 ms [2022-01-03 03:34:29 main:574] : INFO : Epoch 1553 | loss: 0.0310127 | val_loss: 0.0312883 | Time: 14223.1 ms [2022-01-03 03:34:44 main:574] : INFO : Epoch 1554 | loss: 0.0310164 | val_loss: 0.031279 | Time: 14835.4 ms [2022-01-03 03:34:58 main:574] : INFO : Epoch 1555 | loss: 0.0310236 | val_loss: 0.0313131 | Time: 14349.7 ms [2022-01-03 03:35:13 main:574] : INFO : Epoch 1556 | loss: 0.0310146 | val_loss: 0.0313287 | Time: 14827.1 ms [2022-01-03 03:35:28 main:574] : INFO : Epoch 1557 | loss: 0.0310124 | val_loss: 0.0313066 | Time: 14746.5 ms [2022-01-03 03:35:42 main:574] : INFO : Epoch 1558 | loss: 0.0310054 | val_loss: 0.031286 | Time: 14448.6 ms [2022-01-03 03:35:57 main:574] : INFO : Epoch 1559 | loss: 0.0310244 | val_loss: 0.0313103 | Time: 14977.1 ms [2022-01-03 03:36:12 main:574] : INFO : Epoch 1560 | loss: 0.0310132 | val_loss: 0.0313004 | Time: 14727.3 ms [2022-01-03 03:36:28 main:574] : INFO : Epoch 1561 | loss: 0.0310152 | val_loss: 0.0312877 | Time: 15351.5 ms [2022-01-03 03:36:43 main:574] : INFO : Epoch 1562 | loss: 0.0310136 | val_loss: 0.0313015 | Time: 14918.5 ms [2022-01-03 03:36:58 main:574] : INFO : Epoch 1563 | loss: 0.0310112 | val_loss: 0.0313219 | Time: 14957.8 ms [2022-01-03 03:37:13 main:574] : INFO : Epoch 1564 | loss: 0.0310105 | val_loss: 0.0312927 | Time: 14903.5 ms [2022-01-03 03:37:28 main:574] : INFO : Epoch 1565 | loss: 0.0310152 | val_loss: 0.0312826 | Time: 14984.6 ms [2022-01-03 03:37:42 main:574] : INFO : Epoch 1566 | loss: 0.0310102 | val_loss: 0.0312959 | Time: 14493 ms [2022-01-03 03:37:57 main:574] : INFO : Epoch 1567 | loss: 0.0310129 | val_loss: 0.0313304 | Time: 14874.5 ms [2022-01-03 03:38:12 main:574] : INFO : Epoch 1568 | loss: 0.0310244 | val_loss: 0.0313023 | Time: 14574.5 ms [2022-01-03 03:38:27 main:574] : INFO : Epoch 1569 | loss: 0.0310161 | val_loss: 0.0313392 | Time: 14889.1 ms [2022-01-03 03:38:42 main:574] : INFO : Epoch 1570 | loss: 0.0310125 | val_loss: 0.0312699 | Time: 14663.1 ms [2022-01-03 03:38:56 main:574] : INFO : Epoch 1571 | loss: 0.0310092 | val_loss: 0.0313005 | Time: 14718.8 ms [2022-01-03 03:39:11 main:574] : INFO : Epoch 1572 | loss: 0.0310203 | val_loss: 0.0313038 | Time: 14339 ms [2022-01-03 03:39:26 main:574] : INFO : Epoch 1573 | loss: 0.0310225 | val_loss: 0.0312978 | Time: 14875.1 ms [2022-01-03 03:39:41 main:574] : INFO : Epoch 1574 | loss: 0.0310267 | val_loss: 0.0313106 | Time: 14760.8 ms [2022-01-03 03:39:55 main:574] : INFO : Epoch 1575 | loss: 0.0310369 | val_loss: 0.0312756 | Time: 14578.8 ms [2022-01-03 03:40:10 main:574] : INFO : Epoch 1576 | loss: 0.0310227 | val_loss: 0.0313279 | Time: 14391.7 ms [2022-01-03 03:40:25 main:574] : INFO : Epoch 1577 | loss: 0.0310149 | val_loss: 0.0312855 | Time: 15012.7 ms [2022-01-03 03:40:39 main:574] : INFO : Epoch 1578 | loss: 0.0310147 | val_loss: 0.0313166 | Time: 14174.2 ms [2022-01-03 03:40:54 main:574] : INFO : Epoch 1579 | loss: 0.0310145 | val_loss: 0.0312901 | Time: 15011.7 ms [2022-01-03 03:41:09 main:574] : INFO : Epoch 1580 | loss: 0.0310106 | val_loss: 0.0312905 | Time: 14612.1 ms [2022-01-03 03:41:24 main:574] : INFO : Epoch 1581 | loss: 0.0310311 | val_loss: 0.0312993 | Time: 14847 ms [2022-01-03 03:41:39 main:574] : INFO : Epoch 1582 | loss: 0.0310147 | val_loss: 0.031269 | Time: 14803.9 ms [2022-01-03 03:41:53 main:574] : INFO : Epoch 1583 | loss: 0.0310206 | val_loss: 0.0313 | Time: 14771.5 ms [2022-01-03 03:42:08 main:574] : INFO : Epoch 1584 | loss: 0.0310178 | val_loss: 0.0313038 | Time: 14679.1 ms [2022-01-03 03:42:23 main:574] : INFO : Epoch 1585 | loss: 0.0310181 | val_loss: 0.031285 | Time: 14913.4 ms [2022-01-03 03:42:38 main:574] : INFO : Epoch 1586 | loss: 0.0310151 | val_loss: 0.0312861 | Time: 15019.4 ms [2022-01-03 03:42:53 main:574] : INFO : Epoch 1587 | loss: 0.0310174 | val_loss: 0.0312937 | Time: 14615.6 ms [2022-01-03 03:43:08 main:574] : INFO : Epoch 1588 | loss: 0.0310233 | val_loss: 0.0312815 | Time: 14780.5 ms [2022-01-03 03:43:25 main:574] : INFO : Epoch 1589 | loss: 0.0310219 | val_loss: 0.031271 | Time: 16859.3 ms [2022-01-03 03:43:41 main:574] : INFO : Epoch 1590 | loss: 0.0310129 | val_loss: 0.0313213 | Time: 15966.8 ms [2022-01-03 03:43:56 main:574] : INFO : Epoch 1591 | loss: 0.0310035 | val_loss: 0.0312948 | Time: 15050.5 ms [2022-01-03 03:44:10 main:574] : INFO : Epoch 1592 | loss: 0.031019 | val_loss: 0.031316 | Time: 14478.3 ms [2022-01-03 03:44:25 main:574] : INFO : Epoch 1593 | loss: 0.0310165 | val_loss: 0.0313042 | Time: 15115 ms [2022-01-03 03:44:41 main:574] : INFO : Epoch 1594 | loss: 0.0310178 | val_loss: 0.0313117 | Time: 15175.6 ms [2022-01-03 03:44:56 main:574] : INFO : Epoch 1595 | loss: 0.0310137 | val_loss: 0.0313284 | Time: 14979.1 ms [2022-01-03 03:45:10 main:574] : INFO : Epoch 1596 | loss: 0.0310173 | val_loss: 0.0312937 | Time: 14535.6 ms [2022-01-03 03:45:25 main:574] : INFO : Epoch 1597 | loss: 0.0310259 | val_loss: 0.0313073 | Time: 14886.9 ms [2022-01-03 03:45:40 main:574] : INFO : Epoch 1598 | loss: 0.0310254 | val_loss: 0.0313238 | Time: 14377.9 ms [2022-01-03 03:45:55 main:574] : INFO : Epoch 1599 | loss: 0.0310204 | val_loss: 0.0312956 | Time: 15123.8 ms [2022-01-03 03:46:09 main:574] : INFO : Epoch 1600 | loss: 0.0310309 | val_loss: 0.0312699 | Time: 14390.1 ms [2022-01-03 03:46:24 main:574] : INFO : Epoch 1601 | loss: 0.0310147 | val_loss: 0.0312839 | Time: 14779.4 ms [2022-01-03 03:46:39 main:574] : INFO : Epoch 1602 | loss: 0.0310182 | val_loss: 0.0312974 | Time: 14766.3 ms [2022-01-03 03:46:54 main:574] : INFO : Epoch 1603 | loss: 0.0310291 | val_loss: 0.0312975 | Time: 15012.8 ms [2022-01-03 03:47:09 main:574] : INFO : Epoch 1604 | loss: 0.0310216 | val_loss: 0.0312559 | Time: 14815.2 ms [2022-01-03 03:47:24 main:574] : INFO : Epoch 1605 | loss: 0.0310657 | val_loss: 0.0312998 | Time: 14893.2 ms [2022-01-03 03:47:39 main:574] : INFO : Epoch 1606 | loss: 0.0310413 | val_loss: 0.0312773 | Time: 14957.8 ms [2022-01-03 03:47:53 main:574] : INFO : Epoch 1607 | loss: 0.0310278 | val_loss: 0.0312771 | Time: 14446.9 ms [2022-01-03 03:48:08 main:574] : INFO : Epoch 1608 | loss: 0.0310237 | val_loss: 0.0312876 | Time: 14844.9 ms [2022-01-03 03:48:23 main:574] : INFO : Epoch 1609 | loss: 0.0310174 | val_loss: 0.0312856 | Time: 14961.7 ms [2022-01-03 03:48:38 main:574] : INFO : Epoch 1610 | loss: 0.0310202 | val_loss: 0.0313048 | Time: 14868.6 ms [2022-01-03 03:48:53 main:574] : INFO : Epoch 1611 | loss: 0.0310357 | val_loss: 0.0312404 | Time: 14336.5 ms [2022-01-03 03:49:08 main:574] : INFO : Epoch 1612 | loss: 0.0310442 | val_loss: 0.0313048 | Time: 14891 ms [2022-01-03 03:49:22 main:574] : INFO : Epoch 1613 | loss: 0.031025 | val_loss: 0.0312832 | Time: 14616.2 ms [2022-01-03 03:49:37 main:574] : INFO : Epoch 1614 | loss: 0.0310271 | val_loss: 0.0312718 | Time: 14763.5 ms [2022-01-03 03:49:51 main:574] : INFO : Epoch 1615 | loss: 0.0310567 | val_loss: 0.0312813 | Time: 14380.5 ms [2022-01-03 03:50:07 main:574] : INFO : Epoch 1616 | loss: 0.0310301 | val_loss: 0.0312731 | Time: 14959 ms [2022-01-03 03:50:21 main:574] : INFO : Epoch 1617 | loss: 0.0310276 | val_loss: 0.0312865 | Time: 14372.1 ms [2022-01-03 03:50:36 main:574] : INFO : Epoch 1618 | loss: 0.0310314 | val_loss: 0.0312801 | Time: 14810.2 ms [2022-01-03 03:50:51 main:574] : INFO : Epoch 1619 | loss: 0.0310162 | val_loss: 0.031288 | Time: 14321.6 ms [2022-01-03 03:51:06 main:574] : INFO : Epoch 1620 | loss: 0.031008 | val_loss: 0.0313108 | Time: 14936 ms [2022-01-03 03:51:20 main:574] : INFO : Epoch 1621 | loss: 0.031003 | val_loss: 0.0312975 | Time: 14285.1 ms [2022-01-03 03:51:35 main:574] : INFO : Epoch 1622 | loss: 0.0310066 | val_loss: 0.0312928 | Time: 14615.9 ms [2022-01-03 03:51:49 main:574] : INFO : Epoch 1623 | loss: 0.0310082 | val_loss: 0.0313094 | Time: 14816.2 ms [2022-01-03 03:52:04 main:574] : INFO : Epoch 1624 | loss: 0.0310178 | val_loss: 0.0313057 | Time: 14577.2 ms [2022-01-03 03:52:19 main:574] : INFO : Epoch 1625 | loss: 0.0310149 | val_loss: 0.0312997 | Time: 14765.7 ms [2022-01-03 03:52:34 main:574] : INFO : Epoch 1626 | loss: 0.0310167 | val_loss: 0.0313004 | Time: 14597.8 ms [2022-01-03 03:52:49 main:574] : INFO : Epoch 1627 | loss: 0.0310108 | val_loss: 0.0312726 | Time: 14985.2 ms [2022-01-03 03:53:03 main:574] : INFO : Epoch 1628 | loss: 0.0310135 | val_loss: 0.0312819 | Time: 14454.8 ms [2022-01-03 03:53:18 main:574] : INFO : Epoch 1629 | loss: 0.0310077 | val_loss: 0.0313056 | Time: 14931.2 ms [2022-01-03 03:53:33 main:574] : INFO : Epoch 1630 | loss: 0.0310094 | val_loss: 0.0313003 | Time: 14764.9 ms [2022-01-03 03:53:48 main:574] : INFO : Epoch 1631 | loss: 0.0310084 | val_loss: 0.0313216 | Time: 14973.7 ms [2022-01-03 03:54:03 main:574] : INFO : Epoch 1632 | loss: 0.0310048 | val_loss: 0.0312921 | Time: 14945.6 ms [2022-01-03 03:54:18 main:574] : INFO : Epoch 1633 | loss: 0.0310109 | val_loss: 0.0312892 | Time: 14950.8 ms [2022-01-03 03:54:33 main:574] : INFO : Epoch 1634 | loss: 0.0310119 | val_loss: 0.0313027 | Time: 14534.7 ms [2022-01-03 03:54:48 main:574] : INFO : Epoch 1635 | loss: 0.0310131 | val_loss: 0.0312759 | Time: 14938.6 ms [2022-01-03 03:55:02 main:574] : INFO : Epoch 1636 | loss: 0.0310183 | val_loss: 0.0313056 | Time: 14461.8 ms [2022-01-03 03:55:17 main:574] : INFO : Epoch 1637 | loss: 0.0310158 | val_loss: 0.0313317 | Time: 15178.4 ms [2022-01-03 03:55:32 main:574] : INFO : Epoch 1638 | loss: 0.0311345 | val_loss: 0.031219 | Time: 14408.5 ms [2022-01-03 03:55:47 main:574] : INFO : Epoch 1639 | loss: 0.031136 | val_loss: 0.0312083 | Time: 14680.1 ms [2022-01-03 03:56:01 main:574] : INFO : Epoch 1640 | loss: 0.031117 | val_loss: 0.0312133 | Time: 14413.6 ms [2022-01-03 03:56:16 main:574] : INFO : Epoch 1641 | loss: 0.0311023 | val_loss: 0.0312232 | Time: 14442 ms [2022-01-03 03:56:30 main:574] : INFO : Epoch 1642 | loss: 0.0310852 | val_loss: 0.031238 | Time: 14544.3 ms [2022-01-03 03:56:46 main:574] : INFO : Epoch 1643 | loss: 0.0310663 | val_loss: 0.031267 | Time: 15816.5 ms [2022-01-03 03:57:03 main:574] : INFO : Epoch 1644 | loss: 0.0310519 | val_loss: 0.0312682 | Time: 16379.4 ms [2022-01-03 03:57:18 main:574] : INFO : Epoch 1645 | loss: 0.031038 | val_loss: 0.0312957 | Time: 14873.3 ms [2022-01-03 03:57:32 main:574] : INFO : Epoch 1646 | loss: 0.0310226 | val_loss: 0.0312928 | Time: 14901.5 ms [2022-01-03 03:57:47 main:574] : INFO : Epoch 1647 | loss: 0.0310227 | val_loss: 0.0312817 | Time: 14721.4 ms [2022-01-03 03:58:02 main:574] : INFO : Epoch 1648 | loss: 0.0310748 | val_loss: 0.0312631 | Time: 14343.6 ms [2022-01-03 03:58:17 main:574] : INFO : Epoch 1649 | loss: 0.0310522 | val_loss: 0.031269 | Time: 15621.4 ms [2022-01-03 03:58:32 main:574] : INFO : Epoch 1650 | loss: 0.0310287 | val_loss: 0.031286 | Time: 14437.8 ms [2022-01-03 03:58:47 main:574] : INFO : Epoch 1651 | loss: 0.0310195 | val_loss: 0.0312744 | Time: 14770 ms [2022-01-03 03:59:01 main:574] : INFO : Epoch 1652 | loss: 0.0310171 | val_loss: 0.0312745 | Time: 14391.1 ms [2022-01-03 03:59:16 main:574] : INFO : Epoch 1653 | loss: 0.0310226 | val_loss: 0.0313078 | Time: 14822.8 ms [2022-01-03 03:59:30 main:574] : INFO : Epoch 1654 | loss: 0.0310211 | val_loss: 0.031279 | Time: 14245.3 ms [2022-01-03 03:59:45 main:574] : INFO : Epoch 1655 | loss: 0.0310173 | val_loss: 0.0312945 | Time: 14389.5 ms [2022-01-03 04:00:00 main:574] : INFO : Epoch 1656 | loss: 0.0310128 | val_loss: 0.031287 | Time: 14874.7 ms [2022-01-03 04:00:14 main:574] : INFO : Epoch 1657 | loss: 0.0310071 | val_loss: 0.0313346 | Time: 14335.7 ms [2022-01-03 04:00:29 main:574] : INFO : Epoch 1658 | loss: 0.0310137 | val_loss: 0.0312649 | Time: 15137 ms [2022-01-03 04:00:44 main:574] : INFO : Epoch 1659 | loss: 0.03102 | val_loss: 0.0312914 | Time: 14488.9 ms [2022-01-03 04:00:59 main:574] : INFO : Epoch 1660 | loss: 0.0310139 | val_loss: 0.0313231 | Time: 14943.1 ms [2022-01-03 04:01:14 main:574] : INFO : Epoch 1661 | loss: 0.0310156 | val_loss: 0.0313068 | Time: 14814.2 ms [2022-01-03 04:01:29 main:574] : INFO : Epoch 1662 | loss: 0.031016 | val_loss: 0.0312787 | Time: 15012.8 ms [2022-01-03 04:01:44 main:574] : INFO : Epoch 1663 | loss: 0.0310161 | val_loss: 0.0312915 | Time: 14759.1 ms [2022-01-03 04:01:59 main:574] : INFO : Epoch 1664 | loss: 0.0310159 | val_loss: 0.0312579 | Time: 15074.4 ms [2022-01-03 04:02:14 main:574] : INFO : Epoch 1665 | loss: 0.0310422 | val_loss: 0.0312808 | Time: 14809.4 ms [2022-01-03 04:02:29 main:574] : INFO : Epoch 1666 | loss: 0.0310308 | val_loss: 0.0312724 | Time: 15220.1 ms [2022-01-03 04:02:44 main:574] : INFO : Epoch 1667 | loss: 0.0310161 | val_loss: 0.0312992 | Time: 14769.5 ms [2022-01-03 04:02:59 main:574] : INFO : Epoch 1668 | loss: 0.031015 | val_loss: 0.031278 | Time: 15093.2 ms [2022-01-03 04:03:14 main:574] : INFO : Epoch 1669 | loss: 0.0310199 | val_loss: 0.0313324 | Time: 14539.9 ms [2022-01-03 04:03:28 main:574] : INFO : Epoch 1670 | loss: 0.0311116 | val_loss: 0.0312147 | Time: 14857.5 ms [2022-01-03 04:03:43 main:574] : INFO : Epoch 1671 | loss: 0.0311205 | val_loss: 0.0312089 | Time: 14629.7 ms [2022-01-03 04:04:01 main:574] : INFO : Epoch 1672 | loss: 0.0310955 | val_loss: 0.0312395 | Time: 18218.7 ms [2022-01-03 04:04:18 main:574] : INFO : Epoch 1673 | loss: 0.031062 | val_loss: 0.0312765 | Time: 16505.4 ms [2022-01-03 04:04:38 main:574] : INFO : Epoch 1674 | loss: 0.0310383 | val_loss: 0.031291 | Time: 19528.4 ms [2022-01-03 04:04:53 main:574] : INFO : Epoch 1675 | loss: 0.0310159 | val_loss: 0.0312855 | Time: 15153.4 ms [2022-01-03 04:05:08 main:574] : INFO : Epoch 1676 | loss: 0.0310159 | val_loss: 0.0313204 | Time: 14888.7 ms [2022-01-03 04:05:22 main:574] : INFO : Epoch 1677 | loss: 0.0310147 | val_loss: 0.0313031 | Time: 14431.5 ms [2022-01-03 04:05:37 main:574] : INFO : Epoch 1678 | loss: 0.0310176 | val_loss: 0.0313083 | Time: 15056.1 ms [2022-01-03 04:05:52 main:574] : INFO : Epoch 1679 | loss: 0.0310093 | val_loss: 0.0312795 | Time: 14209.7 ms [2022-01-03 04:06:07 main:574] : INFO : Epoch 1680 | loss: 0.0310124 | val_loss: 0.0312622 | Time: 14929.4 ms [2022-01-03 04:06:21 main:574] : INFO : Epoch 1681 | loss: 0.0310133 | val_loss: 0.0312701 | Time: 14509.9 ms [2022-01-03 04:06:36 main:574] : INFO : Epoch 1682 | loss: 0.0310141 | val_loss: 0.0312963 | Time: 15178.7 ms [2022-01-03 04:06:51 main:574] : INFO : Epoch 1683 | loss: 0.0310103 | val_loss: 0.0313067 | Time: 14596.5 ms [2022-01-03 04:07:06 main:574] : INFO : Epoch 1684 | loss: 0.0310135 | val_loss: 0.0313045 | Time: 14945.8 ms [2022-01-03 04:07:21 main:574] : INFO : Epoch 1685 | loss: 0.0310073 | val_loss: 0.0313323 | Time: 14623.3 ms [2022-01-03 04:07:35 main:574] : INFO : Epoch 1686 | loss: 0.0310127 | val_loss: 0.0313066 | Time: 14655.5 ms [2022-01-03 04:07:51 main:574] : INFO : Epoch 1687 | loss: 0.031019 | val_loss: 0.0313079 | Time: 15081.6 ms [2022-01-03 04:08:05 main:574] : INFO : Epoch 1688 | loss: 0.0310158 | val_loss: 0.0312544 | Time: 14573.5 ms [2022-01-03 04:08:20 main:574] : INFO : Epoch 1689 | loss: 0.0310237 | val_loss: 0.0313096 | Time: 14935.6 ms [2022-01-03 04:08:35 main:574] : INFO : Epoch 1690 | loss: 0.0310206 | val_loss: 0.0312934 | Time: 14620.3 ms [2022-01-03 04:08:50 main:574] : INFO : Epoch 1691 | loss: 0.0310233 | val_loss: 0.0312901 | Time: 14961.3 ms [2022-01-03 04:09:04 main:574] : INFO : Epoch 1692 | loss: 0.0310181 | val_loss: 0.0313114 | Time: 14488.4 ms [2022-01-03 04:09:20 main:574] : INFO : Epoch 1693 | loss: 0.0310094 | val_loss: 0.0313023 | Time: 15325.3 ms [2022-01-03 04:09:35 main:574] : INFO : Epoch 1694 | loss: 0.0310077 | val_loss: 0.0313078 | Time: 14651.9 ms [2022-01-03 04:09:50 main:574] : INFO : Epoch 1695 | loss: 0.0310202 | val_loss: 0.0313036 | Time: 15032.9 ms [2022-01-03 04:10:04 main:574] : INFO : Epoch 1696 | loss: 0.031014 | val_loss: 0.0313082 | Time: 14646.2 ms [2022-01-03 04:10:19 main:574] : INFO : Epoch 1697 | loss: 0.0310033 | val_loss: 0.0313073 | Time: 14800.4 ms [2022-01-03 04:10:34 main:574] : INFO : Epoch 1698 | loss: 0.0310106 | val_loss: 0.0312937 | Time: 14373.8 ms [2022-01-03 04:10:49 main:574] : INFO : Epoch 1699 | loss: 0.031016 | val_loss: 0.0313291 | Time: 14959.2 ms [2022-01-03 04:11:04 main:574] : INFO : Epoch 1700 | loss: 0.0310243 | val_loss: 0.031325 | Time: 15035.5 ms [2022-01-03 04:11:19 main:574] : INFO : Epoch 1701 | loss: 0.0310524 | val_loss: 0.031249 | Time: 14868.3 ms [2022-01-03 04:11:34 main:574] : INFO : Epoch 1702 | loss: 0.0310556 | val_loss: 0.0312762 | Time: 15131.2 ms [2022-01-03 04:11:49 main:574] : INFO : Epoch 1703 | loss: 0.0310373 | val_loss: 0.0312745 | Time: 14967.4 ms [2022-01-03 04:12:03 main:574] : INFO : Epoch 1704 | loss: 0.0310464 | val_loss: 0.0312543 | Time: 14413 ms [2022-01-03 04:12:18 main:574] : INFO : Epoch 1705 | loss: 0.0310582 | val_loss: 0.0312749 | Time: 14748.6 ms [2022-01-03 04:12:33 main:574] : INFO : Epoch 1706 | loss: 0.0310388 | val_loss: 0.0312765 | Time: 15113.7 ms [2022-01-03 04:12:49 main:574] : INFO : Epoch 1707 | loss: 0.0310379 | val_loss: 0.031299 | Time: 15274.8 ms [2022-01-03 04:13:03 main:574] : INFO : Epoch 1708 | loss: 0.0310398 | val_loss: 0.0312892 | Time: 14521.7 ms [2022-01-03 04:13:18 main:574] : INFO : Epoch 1709 | loss: 0.0310237 | val_loss: 0.0313033 | Time: 15056.3 ms [2022-01-03 04:13:33 main:574] : INFO : Epoch 1710 | loss: 0.0310229 | val_loss: 0.0313 | Time: 14219.1 ms [2022-01-03 04:13:48 main:574] : INFO : Epoch 1711 | loss: 0.0310218 | val_loss: 0.0312909 | Time: 14768.4 ms [2022-01-03 04:14:02 main:574] : INFO : Epoch 1712 | loss: 0.0310165 | val_loss: 0.031294 | Time: 14547.4 ms [2022-01-03 04:14:17 main:574] : INFO : Epoch 1713 | loss: 0.0310141 | val_loss: 0.0312792 | Time: 14754.7 ms [2022-01-03 04:14:32 main:574] : INFO : Epoch 1714 | loss: 0.0310091 | val_loss: 0.031292 | Time: 14870.7 ms [2022-01-03 04:14:47 main:574] : INFO : Epoch 1715 | loss: 0.0310122 | val_loss: 0.0312579 | Time: 14929.5 ms [2022-01-03 04:15:02 main:574] : INFO : Epoch 1716 | loss: 0.0310325 | val_loss: 0.0312752 | Time: 14676.7 ms [2022-01-03 04:15:17 main:574] : INFO : Epoch 1717 | loss: 0.0310354 | val_loss: 0.0312678 | Time: 14822.2 ms [2022-01-03 04:15:31 main:574] : INFO : Epoch 1718 | loss: 0.031035 | val_loss: 0.0312672 | Time: 14904.9 ms [2022-01-03 04:15:46 main:574] : INFO : Epoch 1719 | loss: 0.0310205 | val_loss: 0.0313211 | Time: 14766.9 ms [2022-01-03 04:16:01 main:574] : INFO : Epoch 1720 | loss: 0.0310097 | val_loss: 0.0313145 | Time: 15023.9 ms [2022-01-03 04:16:16 main:574] : INFO : Epoch 1721 | loss: 0.031062 | val_loss: 0.0312585 | Time: 14334.7 ms [2022-01-03 04:16:31 main:574] : INFO : Epoch 1722 | loss: 0.0310899 | val_loss: 0.0312554 | Time: 15128.2 ms [2022-01-03 04:16:46 main:574] : INFO : Epoch 1723 | loss: 0.0310564 | val_loss: 0.0312667 | Time: 14499.5 ms [2022-01-03 04:17:00 main:574] : INFO : Epoch 1724 | loss: 0.0310331 | val_loss: 0.0312707 | Time: 14732.8 ms [2022-01-03 04:17:15 main:574] : INFO : Epoch 1725 | loss: 0.0310315 | val_loss: 0.0312867 | Time: 14522.4 ms [2022-01-03 04:17:30 main:574] : INFO : Epoch 1726 | loss: 0.0310221 | val_loss: 0.031287 | Time: 15027.8 ms [2022-01-03 04:17:45 main:574] : INFO : Epoch 1727 | loss: 0.0310121 | val_loss: 0.0312988 | Time: 14570.9 ms [2022-01-03 04:18:00 main:574] : INFO : Epoch 1728 | loss: 0.0310061 | val_loss: 0.0313154 | Time: 14954.3 ms [2022-01-03 04:18:14 main:574] : INFO : Epoch 1729 | loss: 0.0310031 | val_loss: 0.0312901 | Time: 14368.1 ms [2022-01-03 04:18:29 main:574] : INFO : Epoch 1730 | loss: 0.0310086 | val_loss: 0.0313007 | Time: 14983.1 ms [2022-01-03 04:18:43 main:574] : INFO : Epoch 1731 | loss: 0.0310059 | val_loss: 0.0313279 | Time: 14318.1 ms [2022-01-03 04:18:59 main:574] : INFO : Epoch 1732 | loss: 0.0310085 | val_loss: 0.0313023 | Time: 15104.1 ms [2022-01-03 04:19:13 main:574] : INFO : Epoch 1733 | loss: 0.0310124 | val_loss: 0.0313128 | Time: 14648.2 ms [2022-01-03 04:19:28 main:574] : INFO : Epoch 1734 | loss: 0.031011 | val_loss: 0.0312923 | Time: 14908.5 ms [2022-01-03 04:19:43 main:574] : INFO : Epoch 1735 | loss: 0.0310157 | val_loss: 0.0313034 | Time: 14351.5 ms [2022-01-03 04:19:58 main:574] : INFO : Epoch 1736 | loss: 0.0310057 | val_loss: 0.031302 | Time: 14964 ms [2022-01-03 04:20:12 main:574] : INFO : Epoch 1737 | loss: 0.0310148 | val_loss: 0.0312704 | Time: 14526.8 ms [2022-01-03 04:20:27 main:574] : INFO : Epoch 1738 | loss: 0.0310249 | val_loss: 0.0312771 | Time: 14830.6 ms [2022-01-03 04:20:42 main:574] : INFO : Epoch 1739 | loss: 0.0310152 | val_loss: 0.0313118 | Time: 14684.3 ms [2022-01-03 04:20:57 main:574] : INFO : Epoch 1740 | loss: 0.0310084 | val_loss: 0.03129 | Time: 14603.2 ms [2022-01-03 04:21:12 main:574] : INFO : Epoch 1741 | loss: 0.0310259 | val_loss: 0.0312795 | Time: 14981 ms [2022-01-03 04:21:26 main:574] : INFO : Epoch 1742 | loss: 0.0310207 | val_loss: 0.0312809 | Time: 14522.3 ms [2022-01-03 04:21:42 main:574] : INFO : Epoch 1743 | loss: 0.0310336 | val_loss: 0.0312825 | Time: 15233.6 ms [2022-01-03 04:21:56 main:574] : INFO : Epoch 1744 | loss: 0.0310363 | val_loss: 0.0312693 | Time: 14134.7 ms [2022-01-03 04:22:11 main:574] : INFO : Epoch 1745 | loss: 0.0310354 | val_loss: 0.0312652 | Time: 14702.2 ms [2022-01-03 04:22:25 main:574] : INFO : Epoch 1746 | loss: 0.0310207 | val_loss: 0.0312917 | Time: 14427.7 ms [2022-01-03 04:22:40 main:574] : INFO : Epoch 1747 | loss: 0.031015 | val_loss: 0.0312968 | Time: 14830.2 ms [2022-01-03 04:22:54 main:574] : INFO : Epoch 1748 | loss: 0.031014 | val_loss: 0.0312815 | Time: 14193.6 ms [2022-01-03 04:23:09 main:574] : INFO : Epoch 1749 | loss: 0.0310245 | val_loss: 0.0312951 | Time: 14816.7 ms [2022-01-03 04:23:24 main:574] : INFO : Epoch 1750 | loss: 0.031051 | val_loss: 0.0312637 | Time: 14585.5 ms [2022-01-03 04:23:38 main:574] : INFO : Epoch 1751 | loss: 0.0310385 | val_loss: 0.031295 | Time: 14513.1 ms [2022-01-03 04:23:53 main:574] : INFO : Epoch 1752 | loss: 0.0310137 | val_loss: 0.0312903 | Time: 14384.2 ms [2022-01-03 04:24:08 main:574] : INFO : Epoch 1753 | loss: 0.0310071 | val_loss: 0.0312948 | Time: 14952.8 ms [2022-01-03 04:24:23 main:574] : INFO : Epoch 1754 | loss: 0.0310188 | val_loss: 0.0313017 | Time: 14715.4 ms [2022-01-03 04:24:38 main:574] : INFO : Epoch 1755 | loss: 0.031021 | val_loss: 0.0313042 | Time: 14934.2 ms [2022-01-03 04:24:52 main:574] : INFO : Epoch 1756 | loss: 0.0310252 | val_loss: 0.0312708 | Time: 14617.4 ms [2022-01-03 04:25:07 main:574] : INFO : Epoch 1757 | loss: 0.0310226 | val_loss: 0.0312718 | Time: 14598 ms [2022-01-03 04:25:22 main:574] : INFO : Epoch 1758 | loss: 0.0310164 | val_loss: 0.0313124 | Time: 14796.1 ms [2022-01-03 04:25:36 main:574] : INFO : Epoch 1759 | loss: 0.0310138 | val_loss: 0.0313123 | Time: 14524.6 ms [2022-01-03 04:25:51 main:574] : INFO : Epoch 1760 | loss: 0.0310139 | val_loss: 0.0313367 | Time: 14903.6 ms [2022-01-03 04:26:06 main:574] : INFO : Epoch 1761 | loss: 0.0310194 | val_loss: 0.0313318 | Time: 14372.6 ms [2022-01-03 04:26:21 main:574] : INFO : Epoch 1762 | loss: 0.031013 | val_loss: 0.0313258 | Time: 14802 ms [2022-01-03 04:26:35 main:574] : INFO : Epoch 1763 | loss: 0.0310269 | val_loss: 0.0312776 | Time: 14523.3 ms [2022-01-03 04:26:50 main:574] : INFO : Epoch 1764 | loss: 0.0310252 | val_loss: 0.0312771 | Time: 14598.2 ms [2022-01-03 04:27:04 main:574] : INFO : Epoch 1765 | loss: 0.0310156 | val_loss: 0.0312988 | Time: 14417.6 ms [2022-01-03 04:27:19 main:574] : INFO : Epoch 1766 | loss: 0.0310163 | val_loss: 0.0312775 | Time: 14986.6 ms [2022-01-03 04:27:34 main:574] : INFO : Epoch 1767 | loss: 0.0310124 | val_loss: 0.0313037 | Time: 14641.2 ms [2022-01-03 04:27:50 main:574] : INFO : Epoch 1768 | loss: 0.0310071 | val_loss: 0.0313019 | Time: 15238.3 ms [2022-01-03 04:28:05 main:574] : INFO : Epoch 1769 | loss: 0.0310096 | val_loss: 0.031288 | Time: 15062.8 ms [2022-01-03 04:28:21 main:574] : INFO : Epoch 1770 | loss: 0.0310031 | val_loss: 0.0312807 | Time: 16077.6 ms [2022-01-03 04:28:35 main:574] : INFO : Epoch 1771 | loss: 0.0310119 | val_loss: 0.0312859 | Time: 14444.9 ms [2022-01-03 04:28:50 main:574] : INFO : Epoch 1772 | loss: 0.031017 | val_loss: 0.0312851 | Time: 14931.9 ms [2022-01-03 04:29:05 main:574] : INFO : Epoch 1773 | loss: 0.0310163 | val_loss: 0.0312714 | Time: 14646.2 ms [2022-01-03 04:29:20 main:574] : INFO : Epoch 1774 | loss: 0.0310134 | val_loss: 0.0313299 | Time: 14792.8 ms [2022-01-03 04:29:35 main:574] : INFO : Epoch 1775 | loss: 0.0310048 | val_loss: 0.0312935 | Time: 14672.5 ms [2022-01-03 04:29:49 main:574] : INFO : Epoch 1776 | loss: 0.0310084 | val_loss: 0.03131 | Time: 14721.2 ms [2022-01-03 04:30:04 main:574] : INFO : Epoch 1777 | loss: 0.0310075 | val_loss: 0.0313067 | Time: 14454.5 ms [2022-01-03 04:30:19 main:574] : INFO : Epoch 1778 | loss: 0.031008 | val_loss: 0.0313099 | Time: 14659 ms [2022-01-03 04:30:33 main:574] : INFO : Epoch 1779 | loss: 0.0310227 | val_loss: 0.0313287 | Time: 14379.7 ms [2022-01-03 04:30:48 main:574] : INFO : Epoch 1780 | loss: 0.0310317 | val_loss: 0.0312953 | Time: 14500.4 ms [2022-01-03 04:31:02 main:574] : INFO : Epoch 1781 | loss: 0.0310292 | val_loss: 0.0312623 | Time: 14620.3 ms [2022-01-03 04:31:17 main:574] : INFO : Epoch 1782 | loss: 0.0310396 | val_loss: 0.0312704 | Time: 14778.2 ms [2022-01-03 04:31:32 main:574] : INFO : Epoch 1783 | loss: 0.0310151 | val_loss: 0.0312788 | Time: 15049.9 ms [2022-01-03 04:31:47 main:574] : INFO : Epoch 1784 | loss: 0.031015 | val_loss: 0.0313119 | Time: 14319.2 ms [2022-01-03 04:32:01 main:574] : INFO : Epoch 1785 | loss: 0.0310078 | val_loss: 0.0312887 | Time: 14666.5 ms [2022-01-03 04:32:16 main:574] : INFO : Epoch 1786 | loss: 0.0310188 | val_loss: 0.0313099 | Time: 14725.5 ms [2022-01-03 04:32:31 main:574] : INFO : Epoch 1787 | loss: 0.0310231 | val_loss: 0.0313031 | Time: 14770.1 ms [2022-01-03 04:32:46 main:574] : INFO : Epoch 1788 | loss: 0.0310222 | val_loss: 0.0312641 | Time: 14488.5 ms [2022-01-03 04:33:01 main:574] : INFO : Epoch 1789 | loss: 0.0310244 | val_loss: 0.0312767 | Time: 14901.1 ms [2022-01-03 04:33:15 main:574] : INFO : Epoch 1790 | loss: 0.0310118 | val_loss: 0.0312774 | Time: 14828 ms [2022-01-03 04:33:30 main:574] : INFO : Epoch 1791 | loss: 0.031013 | val_loss: 0.031278 | Time: 14732 ms [2022-01-03 04:33:45 main:574] : INFO : Epoch 1792 | loss: 0.0310175 | val_loss: 0.0312769 | Time: 14289.4 ms [2022-01-03 04:33:59 main:574] : INFO : Epoch 1793 | loss: 0.0310172 | val_loss: 0.0312953 | Time: 14528 ms [2022-01-03 04:34:14 main:574] : INFO : Epoch 1794 | loss: 0.0310207 | val_loss: 0.0312791 | Time: 14446.5 ms [2022-01-03 04:34:28 main:574] : INFO : Epoch 1795 | loss: 0.0310119 | val_loss: 0.0312952 | Time: 14768.9 ms [2022-01-03 04:34:43 main:574] : INFO : Epoch 1796 | loss: 0.0310095 | val_loss: 0.0312735 | Time: 14662.2 ms [2022-01-03 04:34:58 main:574] : INFO : Epoch 1797 | loss: 0.0310168 | val_loss: 0.0313036 | Time: 14548.9 ms [2022-01-03 04:35:13 main:574] : INFO : Epoch 1798 | loss: 0.0310184 | val_loss: 0.0313043 | Time: 14780.1 ms [2022-01-03 04:35:28 main:574] : INFO : Epoch 1799 | loss: 0.0310065 | val_loss: 0.0313033 | Time: 14859.3 ms [2022-01-03 04:35:42 main:574] : INFO : Epoch 1800 | loss: 0.0310147 | val_loss: 0.0313175 | Time: 14815.2 ms [2022-01-03 04:35:57 main:574] : INFO : Epoch 1801 | loss: 0.0310168 | val_loss: 0.0312831 | Time: 14833.3 ms [2022-01-03 04:36:12 main:574] : INFO : Epoch 1802 | loss: 0.0310386 | val_loss: 0.0313161 | Time: 15034.7 ms [2022-01-03 04:36:27 main:574] : INFO : Epoch 1803 | loss: 0.0310218 | val_loss: 0.0313479 | Time: 14607.2 ms [2022-01-03 04:36:42 main:574] : INFO : Epoch 1804 | loss: 0.0310241 | val_loss: 0.0313125 | Time: 14939.1 ms [2022-01-03 04:36:57 main:574] : INFO : Epoch 1805 | loss: 0.0310141 | val_loss: 0.0313264 | Time: 14938.1 ms [2022-01-03 04:37:12 main:574] : INFO : Epoch 1806 | loss: 0.03101 | val_loss: 0.0313339 | Time: 14862 ms [2022-01-03 04:37:27 main:574] : INFO : Epoch 1807 | loss: 0.0310109 | val_loss: 0.0313074 | Time: 14985.2 ms [2022-01-03 04:37:42 main:574] : INFO : Epoch 1808 | loss: 0.0310162 | val_loss: 0.031259 | Time: 14935.2 ms [2022-01-03 04:37:57 main:574] : INFO : Epoch 1809 | loss: 0.0310175 | val_loss: 0.0312799 | Time: 14616.3 ms [2022-01-03 04:38:12 main:574] : INFO : Epoch 1810 | loss: 0.0310235 | val_loss: 0.0312721 | Time: 15064.1 ms [2022-01-03 04:38:27 main:574] : INFO : Epoch 1811 | loss: 0.0310345 | val_loss: 0.0312891 | Time: 14916.3 ms [2022-01-03 04:38:42 main:574] : INFO : Epoch 1812 | loss: 0.0310237 | val_loss: 0.0312992 | Time: 14828.8 ms [2022-01-03 04:38:57 main:574] : INFO : Epoch 1813 | loss: 0.0310191 | val_loss: 0.031295 | Time: 14858.5 ms [2022-01-03 04:39:12 main:574] : INFO : Epoch 1814 | loss: 0.0310218 | val_loss: 0.0313069 | Time: 14770.3 ms [2022-01-03 04:39:26 main:574] : INFO : Epoch 1815 | loss: 0.0310153 | val_loss: 0.0312809 | Time: 14478.1 ms [2022-01-03 04:39:41 main:574] : INFO : Epoch 1816 | loss: 0.0310161 | val_loss: 0.0312815 | Time: 15235.7 ms [2022-01-03 04:39:56 main:574] : INFO : Epoch 1817 | loss: 0.031016 | val_loss: 0.0313406 | Time: 14886.9 ms [2022-01-03 04:40:11 main:574] : INFO : Epoch 1818 | loss: 0.0310252 | val_loss: 0.0312935 | Time: 14638 ms [2022-01-03 04:40:26 main:574] : INFO : Epoch 1819 | loss: 0.0310262 | val_loss: 0.0313203 | Time: 14353.3 ms [2022-01-03 04:40:40 main:574] : INFO : Epoch 1820 | loss: 0.0310217 | val_loss: 0.0313285 | Time: 14771.7 ms [2022-01-03 04:40:55 main:574] : INFO : Epoch 1821 | loss: 0.0310798 | val_loss: 0.0312381 | Time: 14090.3 ms [2022-01-03 04:41:10 main:574] : INFO : Epoch 1822 | loss: 0.0311013 | val_loss: 0.031257 | Time: 14966.5 ms [2022-01-03 04:41:24 main:574] : INFO : Epoch 1823 | loss: 0.0310743 | val_loss: 0.0312607 | Time: 14472.6 ms [2022-01-03 04:41:39 main:574] : INFO : Epoch 1824 | loss: 0.0310505 | val_loss: 0.0312686 | Time: 14781.3 ms [2022-01-03 04:41:54 main:574] : INFO : Epoch 1825 | loss: 0.0311039 | val_loss: 0.0312218 | Time: 14829.9 ms [2022-01-03 04:42:09 main:574] : INFO : Epoch 1826 | loss: 0.0310946 | val_loss: 0.0312316 | Time: 14937.7 ms [2022-01-03 04:42:24 main:574] : INFO : Epoch 1827 | loss: 0.0310586 | val_loss: 0.031264 | Time: 14872.1 ms [2022-01-03 04:42:38 main:574] : INFO : Epoch 1828 | loss: 0.0310337 | val_loss: 0.0312785 | Time: 14692.4 ms [2022-01-03 04:42:53 main:574] : INFO : Epoch 1829 | loss: 0.0310191 | val_loss: 0.0312993 | Time: 14853 ms [2022-01-03 04:43:08 main:574] : INFO : Epoch 1830 | loss: 0.0310196 | val_loss: 0.0312662 | Time: 14689.5 ms [2022-01-03 04:43:26 main:574] : INFO : Epoch 1831 | loss: 0.0310304 | val_loss: 0.0312648 | Time: 17547.7 ms [2022-01-03 04:43:41 main:574] : INFO : Epoch 1832 | loss: 0.0310294 | val_loss: 0.0313017 | Time: 15253.6 ms [2022-01-03 04:43:56 main:574] : INFO : Epoch 1833 | loss: 0.0310327 | val_loss: 0.0312756 | Time: 14480 ms [2022-01-03 04:44:11 main:574] : INFO : Epoch 1834 | loss: 0.0310184 | val_loss: 0.0313148 | Time: 14819.5 ms [2022-01-03 04:44:25 main:574] : INFO : Epoch 1835 | loss: 0.0310144 | val_loss: 0.0312803 | Time: 14413.6 ms [2022-01-03 04:44:40 main:574] : INFO : Epoch 1836 | loss: 0.0310162 | val_loss: 0.031271 | Time: 15250.4 ms [2022-01-03 04:44:55 main:574] : INFO : Epoch 1837 | loss: 0.0310115 | val_loss: 0.0312824 | Time: 14246.8 ms [2022-01-03 04:45:10 main:574] : INFO : Epoch 1838 | loss: 0.0310085 | val_loss: 0.0312619 | Time: 14758.1 ms [2022-01-03 04:45:24 main:574] : INFO : Epoch 1839 | loss: 0.0310119 | val_loss: 0.0313081 | Time: 14575.3 ms [2022-01-03 04:45:39 main:574] : INFO : Epoch 1840 | loss: 0.0310141 | val_loss: 0.0313079 | Time: 14858.7 ms [2022-01-03 04:45:54 main:574] : INFO : Epoch 1841 | loss: 0.031019 | val_loss: 0.0312913 | Time: 14844.2 ms [2022-01-03 04:46:09 main:574] : INFO : Epoch 1842 | loss: 0.0310131 | val_loss: 0.0312847 | Time: 14630.5 ms [2022-01-03 04:46:24 main:574] : INFO : Epoch 1843 | loss: 0.0310121 | val_loss: 0.0313082 | Time: 14954.9 ms [2022-01-03 04:46:39 main:574] : INFO : Epoch 1844 | loss: 0.0310098 | val_loss: 0.031305 | Time: 14872.9 ms [2022-01-03 04:46:54 main:574] : INFO : Epoch 1845 | loss: 0.0310191 | val_loss: 0.0312735 | Time: 15005.9 ms [2022-01-03 04:47:08 main:574] : INFO : Epoch 1846 | loss: 0.0310228 | val_loss: 0.0312714 | Time: 14622.6 ms [2022-01-03 04:47:24 main:574] : INFO : Epoch 1847 | loss: 0.031021 | val_loss: 0.031262 | Time: 15027.1 ms [2022-01-03 04:47:39 main:574] : INFO : Epoch 1848 | loss: 0.0310119 | val_loss: 0.0312754 | Time: 15012 ms [2022-01-03 04:47:54 main:574] : INFO : Epoch 1849 | loss: 0.0310102 | val_loss: 0.0312962 | Time: 14932.6 ms [2022-01-03 04:48:08 main:574] : INFO : Epoch 1850 | loss: 0.0310075 | val_loss: 0.0312726 | Time: 14737.3 ms [2022-01-03 04:48:23 main:574] : INFO : Epoch 1851 | loss: 0.0310199 | val_loss: 0.0312713 | Time: 14869.9 ms [2022-01-03 04:48:38 main:574] : INFO : Epoch 1852 | loss: 0.0310187 | val_loss: 0.0312845 | Time: 14571.1 ms [2022-01-03 04:48:53 main:574] : INFO : Epoch 1853 | loss: 0.031009 | val_loss: 0.0312888 | Time: 15076.6 ms [2022-01-03 04:49:08 main:574] : INFO : Epoch 1854 | loss: 0.031014 | val_loss: 0.0313212 | Time: 14569.3 ms [2022-01-03 04:49:23 main:574] : INFO : Epoch 1855 | loss: 0.0310149 | val_loss: 0.0312914 | Time: 14856.6 ms [2022-01-03 04:49:37 main:574] : INFO : Epoch 1856 | loss: 0.0310327 | val_loss: 0.0312938 | Time: 14611.8 ms [2022-01-03 04:49:52 main:574] : INFO : Epoch 1857 | loss: 0.0310383 | val_loss: 0.0312897 | Time: 14850.3 ms [2022-01-03 04:50:07 main:574] : INFO : Epoch 1858 | loss: 0.0310285 | val_loss: 0.0312758 | Time: 14704 ms [2022-01-03 04:50:22 main:574] : INFO : Epoch 1859 | loss: 0.0310154 | val_loss: 0.0313061 | Time: 15120.3 ms [2022-01-03 04:50:37 main:574] : INFO : Epoch 1860 | loss: 0.0310166 | val_loss: 0.0312924 | Time: 14478.8 ms [2022-01-03 04:50:52 main:574] : INFO : Epoch 1861 | loss: 0.031022 | val_loss: 0.0312956 | Time: 14954 ms [2022-01-03 04:51:06 main:574] : INFO : Epoch 1862 | loss: 0.0310193 | val_loss: 0.0312778 | Time: 14434.3 ms [2022-01-03 04:51:21 main:574] : INFO : Epoch 1863 | loss: 0.0310129 | val_loss: 0.0312942 | Time: 15032.4 ms [2022-01-03 04:51:36 main:574] : INFO : Epoch 1864 | loss: 0.0310172 | val_loss: 0.0312701 | Time: 14407.1 ms [2022-01-03 04:51:51 main:574] : INFO : Epoch 1865 | loss: 0.0310298 | val_loss: 0.0313274 | Time: 15108.7 ms [2022-01-03 04:52:05 main:574] : INFO : Epoch 1866 | loss: 0.0310211 | val_loss: 0.0312913 | Time: 14370.4 ms [2022-01-03 04:52:20 main:574] : INFO : Epoch 1867 | loss: 0.031014 | val_loss: 0.0313091 | Time: 14997.6 ms [2022-01-03 04:52:35 main:574] : INFO : Epoch 1868 | loss: 0.031008 | val_loss: 0.0313 | Time: 14625.1 ms [2022-01-03 04:52:50 main:574] : INFO : Epoch 1869 | loss: 0.0310151 | val_loss: 0.0313015 | Time: 14884.7 ms [2022-01-03 04:53:05 main:574] : INFO : Epoch 1870 | loss: 0.0310221 | val_loss: 0.0312592 | Time: 14667.2 ms [2022-01-03 04:53:20 main:574] : INFO : Epoch 1871 | loss: 0.0310456 | val_loss: 0.0313311 | Time: 14799.2 ms [2022-01-03 04:53:35 main:574] : INFO : Epoch 1872 | loss: 0.0310262 | val_loss: 0.031306 | Time: 14901.8 ms [2022-01-03 04:53:49 main:574] : INFO : Epoch 1873 | loss: 0.0310292 | val_loss: 0.0312865 | Time: 14596.2 ms [2022-01-03 04:54:04 main:574] : INFO : Epoch 1874 | loss: 0.0310316 | val_loss: 0.0312991 | Time: 14889.4 ms [2022-01-03 04:54:19 main:574] : INFO : Epoch 1875 | loss: 0.0310283 | val_loss: 0.0313142 | Time: 14555.6 ms [2022-01-03 04:54:34 main:574] : INFO : Epoch 1876 | loss: 0.0310324 | val_loss: 0.0312817 | Time: 14936 ms [2022-01-03 04:54:49 main:574] : INFO : Epoch 1877 | loss: 0.0310324 | val_loss: 0.0312952 | Time: 14682.7 ms [2022-01-03 04:55:04 main:574] : INFO : Epoch 1878 | loss: 0.0310143 | val_loss: 0.031278 | Time: 14980.6 ms [2022-01-03 04:55:18 main:574] : INFO : Epoch 1879 | loss: 0.0310108 | val_loss: 0.031308 | Time: 14733.2 ms [2022-01-03 04:55:33 main:574] : INFO : Epoch 1880 | loss: 0.0310097 | val_loss: 0.0313093 | Time: 14726.8 ms [2022-01-03 04:55:48 main:574] : INFO : Epoch 1881 | loss: 0.031032 | val_loss: 0.031255 | Time: 14708 ms [2022-01-03 04:56:03 main:574] : INFO : Epoch 1882 | loss: 0.0310484 | val_loss: 0.0312891 | Time: 15269.9 ms [2022-01-03 04:56:18 main:574] : INFO : Epoch 1883 | loss: 0.0310295 | val_loss: 0.0312951 | Time: 14285.2 ms [2022-01-03 04:56:32 main:574] : INFO : Epoch 1884 | loss: 0.0310222 | val_loss: 0.0313114 | Time: 14215.5 ms [2022-01-03 04:56:46 main:574] : INFO : Epoch 1885 | loss: 0.031024 | val_loss: 0.0312842 | Time: 14054.1 ms [2022-01-03 04:57:04 main:574] : INFO : Epoch 1886 | loss: 0.0310233 | val_loss: 0.0312739 | Time: 17517.5 ms [2022-01-03 04:57:19 main:574] : INFO : Epoch 1887 | loss: 0.0310194 | val_loss: 0.0313129 | Time: 15124.5 ms [2022-01-03 04:57:33 main:574] : INFO : Epoch 1888 | loss: 0.0310181 | val_loss: 0.0312945 | Time: 14195.8 ms [2022-01-03 04:57:48 main:574] : INFO : Epoch 1889 | loss: 0.0310162 | val_loss: 0.0313127 | Time: 14797.1 ms [2022-01-03 04:58:03 main:574] : INFO : Epoch 1890 | loss: 0.0310146 | val_loss: 0.0313175 | Time: 14498.8 ms [2022-01-03 04:58:18 main:574] : INFO : Epoch 1891 | loss: 0.0310089 | val_loss: 0.0313058 | Time: 15301.7 ms [2022-01-03 04:58:33 main:574] : INFO : Epoch 1892 | loss: 0.0310088 | val_loss: 0.0313314 | Time: 14547.9 ms [2022-01-03 04:58:47 main:574] : INFO : Epoch 1893 | loss: 0.0310042 | val_loss: 0.031286 | Time: 14408.8 ms [2022-01-03 04:59:02 main:574] : INFO : Epoch 1894 | loss: 0.031014 | val_loss: 0.0312786 | Time: 15030.8 ms [2022-01-03 04:59:16 main:574] : INFO : Epoch 1895 | loss: 0.0310476 | val_loss: 0.0312997 | Time: 14262.4 ms [2022-01-03 04:59:31 main:574] : INFO : Epoch 1896 | loss: 0.031026 | val_loss: 0.031272 | Time: 14969.8 ms [2022-01-03 04:59:46 main:574] : INFO : Epoch 1897 | loss: 0.0310146 | val_loss: 0.031293 | Time: 14531 ms [2022-01-03 05:00:01 main:574] : INFO : Epoch 1898 | loss: 0.0310083 | val_loss: 0.0312741 | Time: 15048.2 ms [2022-01-03 05:00:16 main:574] : INFO : Epoch 1899 | loss: 0.0310102 | val_loss: 0.0312914 | Time: 14487.7 ms [2022-01-03 05:00:31 main:574] : INFO : Epoch 1900 | loss: 0.03101 | val_loss: 0.0313064 | Time: 15057.8 ms [2022-01-03 05:00:46 main:574] : INFO : Epoch 1901 | loss: 0.0310017 | val_loss: 0.0313246 | Time: 14718.8 ms [2022-01-03 05:01:01 main:574] : INFO : Epoch 1902 | loss: 0.0310058 | val_loss: 0.0312758 | Time: 14834.4 ms [2022-01-03 05:01:15 main:574] : INFO : Epoch 1903 | loss: 0.0310196 | val_loss: 0.0312771 | Time: 14617.8 ms [2022-01-03 05:01:30 main:574] : INFO : Epoch 1904 | loss: 0.0310356 | val_loss: 0.0312737 | Time: 14979.1 ms [2022-01-03 05:01:45 main:574] : INFO : Epoch 1905 | loss: 0.0310417 | val_loss: 0.0312733 | Time: 14265.1 ms [2022-01-03 05:01:59 main:574] : INFO : Epoch 1906 | loss: 0.0310273 | val_loss: 0.0312954 | Time: 14832.9 ms [2022-01-03 05:02:14 main:574] : INFO : Epoch 1907 | loss: 0.0310223 | val_loss: 0.0313118 | Time: 14566.3 ms [2022-01-03 05:02:29 main:574] : INFO : Epoch 1908 | loss: 0.0310199 | val_loss: 0.0313375 | Time: 14595.3 ms [2022-01-03 05:02:43 main:574] : INFO : Epoch 1909 | loss: 0.0310083 | val_loss: 0.0312912 | Time: 14352.4 ms [2022-01-03 05:02:58 main:574] : INFO : Epoch 1910 | loss: 0.0310208 | val_loss: 0.0312937 | Time: 14767.3 ms [2022-01-03 05:03:13 main:574] : INFO : Epoch 1911 | loss: 0.0310115 | val_loss: 0.0312918 | Time: 14796.8 ms [2022-01-03 05:03:28 main:574] : INFO : Epoch 1912 | loss: 0.0310183 | val_loss: 0.0312766 | Time: 14798.6 ms [2022-01-03 05:03:42 main:574] : INFO : Epoch 1913 | loss: 0.0310239 | val_loss: 0.0312516 | Time: 14744.5 ms [2022-01-03 05:03:57 main:574] : INFO : Epoch 1914 | loss: 0.0310716 | val_loss: 0.0315052 | Time: 14680.8 ms [2022-01-03 05:04:12 main:574] : INFO : Epoch 1915 | loss: 0.0437245 | val_loss: 0.0354557 | Time: 14780.2 ms [2022-01-03 05:04:27 main:574] : INFO : Epoch 1916 | loss: 0.0382538 | val_loss: 0.0317384 | Time: 14497.7 ms [2022-01-03 05:04:42 main:574] : INFO : Epoch 1917 | loss: 0.0315792 | val_loss: 0.0314075 | Time: 14908.1 ms [2022-01-03 05:04:56 main:574] : INFO : Epoch 1918 | loss: 0.0313209 | val_loss: 0.0312918 | Time: 14700.9 ms [2022-01-03 05:05:11 main:574] : INFO : Epoch 1919 | loss: 0.0312704 | val_loss: 0.0312608 | Time: 14851 ms [2022-01-03 05:05:26 main:574] : INFO : Epoch 1920 | loss: 0.0312599 | val_loss: 0.0312566 | Time: 14443.3 ms [2022-01-03 05:05:41 main:574] : INFO : Epoch 1921 | loss: 0.0312556 | val_loss: 0.0312533 | Time: 14915.5 ms [2022-01-03 05:05:55 main:574] : INFO : Epoch 1922 | loss: 0.0312534 | val_loss: 0.0312515 | Time: 14557.2 ms [2022-01-03 05:06:10 main:574] : INFO : Epoch 1923 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 14835.7 ms [2022-01-03 05:06:25 main:574] : INFO : Epoch 1924 | loss: 0.0312511 | val_loss: 0.0312492 | Time: 14561.7 ms [2022-01-03 05:06:40 main:574] : INFO : Epoch 1925 | loss: 0.0312504 | val_loss: 0.031249 | Time: 14597.9 ms [2022-01-03 05:06:54 main:574] : INFO : Epoch 1926 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 14414.5 ms [2022-01-03 05:07:09 main:574] : INFO : Epoch 1927 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 15004.4 ms [2022-01-03 05:07:24 main:574] : INFO : Epoch 1928 | loss: 0.0312482 | val_loss: 0.0312464 | Time: 14597.2 ms [2022-01-03 05:07:39 main:574] : INFO : Epoch 1929 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 15472.7 ms [2022-01-03 05:07:54 main:574] : INFO : Epoch 1930 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 14580.7 ms [2022-01-03 05:08:09 main:574] : INFO : Epoch 1931 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 15343.8 ms [2022-01-03 05:08:24 main:574] : INFO : Epoch 1932 | loss: 0.0312447 | val_loss: 0.0312433 | Time: 14450.9 ms [2022-01-03 05:08:39 main:574] : INFO : Epoch 1933 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 15124.6 ms [2022-01-03 05:08:53 main:574] : INFO : Epoch 1934 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 14427.2 ms [2022-01-03 05:09:09 main:574] : INFO : Epoch 1935 | loss: 0.0312419 | val_loss: 0.0312408 | Time: 15083.2 ms [2022-01-03 05:09:23 main:574] : INFO : Epoch 1936 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 14707.5 ms [2022-01-03 05:09:39 main:574] : INFO : Epoch 1937 | loss: 0.0312393 | val_loss: 0.0312385 | Time: 15110.9 ms [2022-01-03 05:09:53 main:574] : INFO : Epoch 1938 | loss: 0.031238 | val_loss: 0.0312378 | Time: 14730.4 ms [2022-01-03 05:10:08 main:574] : INFO : Epoch 1939 | loss: 0.0312367 | val_loss: 0.031237 | Time: 14577.5 ms [2022-01-03 05:10:23 main:574] : INFO : Epoch 1940 | loss: 0.0312357 | val_loss: 0.0312352 | Time: 15030.7 ms [2022-01-03 05:10:38 main:574] : INFO : Epoch 1941 | loss: 0.0312347 | val_loss: 0.0312343 | Time: 14706.2 ms [2022-01-03 05:10:53 main:574] : INFO : Epoch 1942 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 14907.4 ms [2022-01-03 05:11:08 main:574] : INFO : Epoch 1943 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 14697 ms [2022-01-03 05:11:23 main:574] : INFO : Epoch 1944 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 15118 ms [2022-01-03 05:11:38 main:574] : INFO : Epoch 1945 | loss: 0.0312298 | val_loss: 0.0312293 | Time: 15009.2 ms [2022-01-03 05:11:53 main:574] : INFO : Epoch 1946 | loss: 0.0312287 | val_loss: 0.0312279 | Time: 14785.8 ms [2022-01-03 05:12:07 main:574] : INFO : Epoch 1947 | loss: 0.031228 | val_loss: 0.0312269 | Time: 14747.9 ms [2022-01-03 05:12:22 main:574] : INFO : Epoch 1948 | loss: 0.0312265 | val_loss: 0.0312284 | Time: 14521.6 ms [2022-01-03 05:12:37 main:574] : INFO : Epoch 1949 | loss: 0.031226 | val_loss: 0.0312252 | Time: 14711.9 ms [2022-01-03 05:12:52 main:574] : INFO : Epoch 1950 | loss: 0.0312246 | val_loss: 0.031226 | Time: 14918.3 ms [2022-01-03 05:13:06 main:574] : INFO : Epoch 1951 | loss: 0.0312239 | val_loss: 0.0312232 | Time: 14574.1 ms [2022-01-03 05:13:21 main:574] : INFO : Epoch 1952 | loss: 0.0312239 | val_loss: 0.0312227 | Time: 14760.1 ms [2022-01-03 05:13:36 main:574] : INFO : Epoch 1953 | loss: 0.0312224 | val_loss: 0.0312234 | Time: 14587.9 ms [2022-01-03 05:13:51 main:574] : INFO : Epoch 1954 | loss: 0.0312238 | val_loss: 0.0312253 | Time: 14882.2 ms [2022-01-03 05:14:06 main:574] : INFO : Epoch 1955 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 14702.8 ms [2022-01-03 05:14:21 main:574] : INFO : Epoch 1956 | loss: 0.0312209 | val_loss: 0.0312206 | Time: 15014 ms [2022-01-03 05:14:36 main:574] : INFO : Epoch 1957 | loss: 0.0312203 | val_loss: 0.0312199 | Time: 14988.1 ms [2022-01-03 05:14:51 main:574] : INFO : Epoch 1958 | loss: 0.0312194 | val_loss: 0.0312191 | Time: 14907.5 ms [2022-01-03 05:15:05 main:574] : INFO : Epoch 1959 | loss: 0.0312202 | val_loss: 0.0312201 | Time: 14524.7 ms [2022-01-03 05:15:20 main:574] : INFO : Epoch 1960 | loss: 0.0312213 | val_loss: 0.0312182 | Time: 15101 ms [2022-01-03 05:15:35 main:574] : INFO : Epoch 1961 | loss: 0.0312202 | val_loss: 0.0312177 | Time: 14087.8 ms [2022-01-03 05:15:49 main:574] : INFO : Epoch 1962 | loss: 0.0312181 | val_loss: 0.0312221 | Time: 14869.4 ms [2022-01-03 05:16:04 main:574] : INFO : Epoch 1963 | loss: 0.0312188 | val_loss: 0.0312323 | Time: 14966 ms [2022-01-03 05:16:19 main:574] : INFO : Epoch 1964 | loss: 0.0312209 | val_loss: 0.0312166 | Time: 14379.6 ms [2022-01-03 05:16:34 main:574] : INFO : Epoch 1965 | loss: 0.031217 | val_loss: 0.0312169 | Time: 14910.6 ms [2022-01-03 05:16:48 main:574] : INFO : Epoch 1966 | loss: 0.0312181 | val_loss: 0.0312163 | Time: 14340.7 ms [2022-01-03 05:17:03 main:574] : INFO : Epoch 1967 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 14803.4 ms [2022-01-03 05:17:18 main:574] : INFO : Epoch 1968 | loss: 0.0312166 | val_loss: 0.0312207 | Time: 14752.1 ms [2022-01-03 05:17:33 main:574] : INFO : Epoch 1969 | loss: 0.0312165 | val_loss: 0.0312157 | Time: 14840 ms [2022-01-03 05:17:47 main:574] : INFO : Epoch 1970 | loss: 0.0312149 | val_loss: 0.0312172 | Time: 14384.8 ms [2022-01-03 05:18:02 main:574] : INFO : Epoch 1971 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 14725.3 ms [2022-01-03 05:18:17 main:574] : INFO : Epoch 1972 | loss: 0.0312144 | val_loss: 0.0312166 | Time: 14494.4 ms [2022-01-03 05:18:32 main:574] : INFO : Epoch 1973 | loss: 0.031216 | val_loss: 0.0312216 | Time: 15003.4 ms [2022-01-03 05:18:46 main:574] : INFO : Epoch 1974 | loss: 0.0312166 | val_loss: 0.0312146 | Time: 14572.4 ms [2022-01-03 05:19:01 main:574] : INFO : Epoch 1975 | loss: 0.0312145 | val_loss: 0.031214 | Time: 14698.3 ms [2022-01-03 05:19:16 main:574] : INFO : Epoch 1976 | loss: 0.0312151 | val_loss: 0.0312126 | Time: 14674.4 ms [2022-01-03 05:19:31 main:574] : INFO : Epoch 1977 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 15109.9 ms [2022-01-03 05:19:45 main:574] : INFO : Epoch 1978 | loss: 0.0312127 | val_loss: 0.0312186 | Time: 14137.5 ms [2022-01-03 05:20:00 main:574] : INFO : Epoch 1979 | loss: 0.0312125 | val_loss: 0.0312123 | Time: 15078.2 ms [2022-01-03 05:20:15 main:574] : INFO : Epoch 1980 | loss: 0.0312123 | val_loss: 0.0312116 | Time: 14395.1 ms [2022-01-03 05:20:30 main:574] : INFO : Epoch 1981 | loss: 0.0312116 | val_loss: 0.0312115 | Time: 15037.7 ms [2022-01-03 05:20:45 main:574] : INFO : Epoch 1982 | loss: 0.0312111 | val_loss: 0.0312114 | Time: 14586.4 ms [2022-01-03 05:20:59 main:574] : INFO : Epoch 1983 | loss: 0.0312107 | val_loss: 0.0312108 | Time: 14404 ms [2022-01-03 05:21:14 main:574] : INFO : Epoch 1984 | loss: 0.0312129 | val_loss: 0.0312197 | Time: 14978.8 ms [2022-01-03 05:21:29 main:574] : INFO : Epoch 1985 | loss: 0.0312142 | val_loss: 0.031213 | Time: 14747.2 ms [2022-01-03 05:21:44 main:574] : INFO : Epoch 1986 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 14997.5 ms [2022-01-03 05:21:58 main:574] : INFO : Epoch 1987 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 14535.1 ms [2022-01-03 05:22:13 main:574] : INFO : Epoch 1988 | loss: 0.0312112 | val_loss: 0.0312194 | Time: 14983.1 ms [2022-01-03 05:22:28 main:574] : INFO : Epoch 1989 | loss: 0.0312136 | val_loss: 0.0312107 | Time: 14579.2 ms [2022-01-03 05:22:43 main:574] : INFO : Epoch 1990 | loss: 0.0312124 | val_loss: 0.0312107 | Time: 14806.3 ms [2022-01-03 05:22:58 main:574] : INFO : Epoch 1991 | loss: 0.0312093 | val_loss: 0.0312144 | Time: 14973.1 ms [2022-01-03 05:23:13 main:574] : INFO : Epoch 1992 | loss: 0.0312099 | val_loss: 0.0312102 | Time: 15296.8 ms [2022-01-03 05:23:28 main:574] : INFO : Epoch 1993 | loss: 0.0312092 | val_loss: 0.0312118 | Time: 14529 ms [2022-01-03 05:23:43 main:574] : INFO : Epoch 1994 | loss: 0.0312113 | val_loss: 0.0312091 | Time: 14965.8 ms [2022-01-03 05:23:58 main:574] : INFO : Epoch 1995 | loss: 0.031208 | val_loss: 0.0312094 | Time: 14530.2 ms [2022-01-03 05:24:13 main:574] : INFO : Epoch 1996 | loss: 0.0312081 | val_loss: 0.0312095 | Time: 14814.7 ms [2022-01-03 05:24:27 main:574] : INFO : Epoch 1997 | loss: 0.0312068 | val_loss: 0.0312101 | Time: 14431.2 ms [2022-01-03 05:24:42 main:574] : INFO : Epoch 1998 | loss: 0.0312096 | val_loss: 0.0312256 | Time: 14894.5 ms [2022-01-03 05:24:57 main:574] : INFO : Epoch 1999 | loss: 0.031211 | val_loss: 0.0312084 | Time: 14796.5 ms [2022-01-03 05:25:12 main:574] : INFO : Epoch 2000 | loss: 0.0312071 | val_loss: 0.0312084 | Time: 14960.9 ms [2022-01-03 05:25:27 main:574] : INFO : Epoch 2001 | loss: 0.0312096 | val_loss: 0.031209 | Time: 14988.4 ms [2022-01-03 05:25:42 main:574] : INFO : Epoch 2002 | loss: 0.0312083 | val_loss: 0.0312077 | Time: 15481.1 ms [2022-01-03 05:25:57 main:574] : INFO : Epoch 2003 | loss: 0.0312087 | val_loss: 0.0312074 | Time: 14724.6 ms [2022-01-03 05:26:13 main:574] : INFO : Epoch 2004 | loss: 0.0312085 | val_loss: 0.0312075 | Time: 15212 ms [2022-01-03 05:26:27 main:574] : INFO : Epoch 2005 | loss: 0.0312072 | val_loss: 0.0312078 | Time: 14369.8 ms [2022-01-03 05:26:42 main:574] : INFO : Epoch 2006 | loss: 0.0312084 | val_loss: 0.0312112 | Time: 14753.4 ms [2022-01-03 05:26:57 main:574] : INFO : Epoch 2007 | loss: 0.0312072 | val_loss: 0.0312074 | Time: 14706.5 ms [2022-01-03 05:27:12 main:574] : INFO : Epoch 2008 | loss: 0.0312057 | val_loss: 0.0312055 | Time: 15322.5 ms [2022-01-03 05:27:26 main:574] : INFO : Epoch 2009 | loss: 0.0312048 | val_loss: 0.0312047 | Time: 14414.3 ms [2022-01-03 05:27:41 main:574] : INFO : Epoch 2010 | loss: 0.0312045 | val_loss: 0.0312057 | Time: 14738.2 ms [2022-01-03 05:27:55 main:574] : INFO : Epoch 2011 | loss: 0.0312042 | val_loss: 0.0312071 | Time: 14160.5 ms [2022-01-03 05:28:11 main:574] : INFO : Epoch 2012 | loss: 0.0312062 | val_loss: 0.0312174 | Time: 15364.7 ms [2022-01-03 05:28:26 main:574] : INFO : Epoch 2013 | loss: 0.0312066 | val_loss: 0.0312041 | Time: 14813.2 ms [2022-01-03 05:28:41 main:574] : INFO : Epoch 2014 | loss: 0.031204 | val_loss: 0.031204 | Time: 15061.2 ms [2022-01-03 05:28:55 main:574] : INFO : Epoch 2015 | loss: 0.0312042 | val_loss: 0.0312043 | Time: 14536.8 ms [2022-01-03 05:29:10 main:574] : INFO : Epoch 2016 | loss: 0.0312029 | val_loss: 0.0312017 | Time: 14732.3 ms [2022-01-03 05:29:25 main:574] : INFO : Epoch 2017 | loss: 0.0312026 | val_loss: 0.0312028 | Time: 14739.7 ms [2022-01-03 05:29:39 main:574] : INFO : Epoch 2018 | loss: 0.0312012 | val_loss: 0.0312011 | Time: 14428 ms [2022-01-03 05:29:55 main:574] : INFO : Epoch 2019 | loss: 0.0312018 | val_loss: 0.0312 | Time: 15054.6 ms [2022-01-03 05:30:09 main:574] : INFO : Epoch 2020 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 14670.7 ms [2022-01-03 05:30:24 main:574] : INFO : Epoch 2021 | loss: 0.0312038 | val_loss: 0.0311993 | Time: 14690.9 ms [2022-01-03 05:30:39 main:574] : INFO : Epoch 2022 | loss: 0.031203 | val_loss: 0.031198 | Time: 14578.8 ms [2022-01-03 05:30:54 main:574] : INFO : Epoch 2023 | loss: 0.0312015 | val_loss: 0.0311973 | Time: 14764 ms [2022-01-03 05:31:08 main:574] : INFO : Epoch 2024 | loss: 0.0312016 | val_loss: 0.0311996 | Time: 14541.7 ms [2022-01-03 05:31:23 main:574] : INFO : Epoch 2025 | loss: 0.0311993 | val_loss: 0.0311966 | Time: 14860.3 ms [2022-01-03 05:31:38 main:574] : INFO : Epoch 2026 | loss: 0.0312003 | val_loss: 0.0311956 | Time: 14518.2 ms [2022-01-03 05:31:53 main:574] : INFO : Epoch 2027 | loss: 0.0311988 | val_loss: 0.0311973 | Time: 15170.7 ms [2022-01-03 05:32:08 main:574] : INFO : Epoch 2028 | loss: 0.0311989 | val_loss: 0.0311941 | Time: 14478.4 ms [2022-01-03 05:32:22 main:574] : INFO : Epoch 2029 | loss: 0.031197 | val_loss: 0.0311984 | Time: 14660.7 ms [2022-01-03 05:32:37 main:574] : INFO : Epoch 2030 | loss: 0.0311974 | val_loss: 0.0311953 | Time: 14533 ms [2022-01-03 05:32:52 main:574] : INFO : Epoch 2031 | loss: 0.0311962 | val_loss: 0.031197 | Time: 15065.2 ms [2022-01-03 05:33:06 main:574] : INFO : Epoch 2032 | loss: 0.0311963 | val_loss: 0.0312014 | Time: 14244.3 ms [2022-01-03 05:33:22 main:574] : INFO : Epoch 2033 | loss: 0.0311959 | val_loss: 0.0311971 | Time: 15186.9 ms [2022-01-03 05:33:36 main:574] : INFO : Epoch 2034 | loss: 0.0311935 | val_loss: 0.0311945 | Time: 14441.8 ms [2022-01-03 05:33:51 main:574] : INFO : Epoch 2035 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 15156.8 ms [2022-01-03 05:34:06 main:574] : INFO : Epoch 2036 | loss: 0.0311932 | val_loss: 0.0311916 | Time: 14516.4 ms [2022-01-03 05:34:21 main:574] : INFO : Epoch 2037 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 14962.6 ms [2022-01-03 05:34:36 main:574] : INFO : Epoch 2038 | loss: 0.0311931 | val_loss: 0.031192 | Time: 14671.3 ms [2022-01-03 05:34:50 main:574] : INFO : Epoch 2039 | loss: 0.0311917 | val_loss: 0.0311905 | Time: 14504.7 ms [2022-01-03 05:35:05 main:574] : INFO : Epoch 2040 | loss: 0.0311921 | val_loss: 0.0311949 | Time: 14775.3 ms [2022-01-03 05:35:19 main:574] : INFO : Epoch 2041 | loss: 0.0311938 | val_loss: 0.03119 | Time: 14442.8 ms [2022-01-03 05:35:34 main:574] : INFO : Epoch 2042 | loss: 0.031191 | val_loss: 0.0312064 | Time: 14849.7 ms [2022-01-03 05:35:49 main:574] : INFO : Epoch 2043 | loss: 0.0311986 | val_loss: 0.0311987 | Time: 14676 ms [2022-01-03 05:36:04 main:574] : INFO : Epoch 2044 | loss: 0.0311973 | val_loss: 0.0312079 | Time: 14619.9 ms [2022-01-03 05:36:19 main:574] : INFO : Epoch 2045 | loss: 0.0311924 | val_loss: 0.0311889 | Time: 14693.7 ms [2022-01-03 05:36:34 main:574] : INFO : Epoch 2046 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 14928.7 ms [2022-01-03 05:36:48 main:574] : INFO : Epoch 2047 | loss: 0.0311874 | val_loss: 0.031195 | Time: 14240.7 ms [2022-01-03 05:37:03 main:574] : INFO : Epoch 2048 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 14917.7 ms [2022-01-03 05:37:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311905 [2022-01-03 05:37:03 main:603] : INFO : Saving end state to config to file [2022-01-03 05:37:03 main:608] : INFO : Success, exiting.. 05:37:03 (15808): 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)