Task 7376319
| Name | ParityModified-1631734415-30323-0_0 |
| Workunit | 5052318 |
| Created | 15 Sep 2021, 19:33:37 UTC |
| Sent | 18 Sep 2021, 13:00:39 UTC |
| Report deadline | 26 Sep 2021, 13:00:39 UTC |
| Received | 26 Sep 2021, 8:13:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 12 hours 24 min 11 sec |
| CPU time | 6 hours 54 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.94 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 19252.2 ms [2021-09-26 00:11:14 main:574] : INFO : Epoch 1542 | loss: 0.031098 | val_loss: 0.0312138 | Time: 20270.1 ms [2021-09-26 00:11:34 main:574] : INFO : Epoch 1543 | loss: 0.0310935 | val_loss: 0.0312013 | Time: 19674.6 ms [2021-09-26 00:11:57 main:574] : INFO : Epoch 1544 | loss: 0.0310925 | val_loss: 0.031196 | Time: 22074.7 ms [2021-09-26 00:12:17 main:574] : INFO : Epoch 1545 | loss: 0.0310956 | val_loss: 0.0312105 | Time: 20297.3 ms [2021-09-26 00:12:36 main:574] : INFO : Epoch 1546 | loss: 0.0310946 | val_loss: 0.0311915 | Time: 18686.5 ms [2021-09-26 00:12:56 main:574] : INFO : Epoch 1547 | loss: 0.0310978 | val_loss: 0.0312153 | Time: 19698.5 ms [2021-09-26 00:13:15 main:574] : INFO : Epoch 1548 | loss: 0.0310966 | val_loss: 0.0312143 | Time: 19547.8 ms [2021-09-26 00:13:34 main:574] : INFO : Epoch 1549 | loss: 0.0310977 | val_loss: 0.0312063 | Time: 18663.7 ms [2021-09-26 00:13:53 main:574] : INFO : Epoch 1550 | loss: 0.0311003 | val_loss: 0.0311916 | Time: 18572.3 ms [2021-09-26 00:14:12 main:574] : INFO : Epoch 1551 | loss: 0.031099 | val_loss: 0.031208 | Time: 19109.6 ms [2021-09-26 00:14:31 main:574] : INFO : Epoch 1552 | loss: 0.0310966 | val_loss: 0.0312073 | Time: 18496.4 ms [2021-09-26 00:14:49 main:574] : INFO : Epoch 1553 | loss: 0.0310943 | val_loss: 0.031206 | Time: 18395.1 ms [2021-09-26 00:15:09 main:574] : INFO : Epoch 1554 | loss: 0.0310891 | val_loss: 0.0312107 | Time: 19021.8 ms [2021-09-26 00:15:28 main:574] : INFO : Epoch 1555 | loss: 0.0310889 | val_loss: 0.0312171 | Time: 18942.7 ms [2021-09-26 00:15:46 main:574] : INFO : Epoch 1556 | loss: 0.0310875 | val_loss: 0.0312072 | Time: 17966.4 ms [2021-09-26 00:16:05 main:574] : INFO : Epoch 1557 | loss: 0.0310893 | val_loss: 0.0312105 | Time: 19307.8 ms [2021-09-26 00:16:24 main:574] : INFO : Epoch 1558 | loss: 0.0310931 | val_loss: 0.0312017 | Time: 18585.4 ms [2021-09-26 00:16:43 main:574] : INFO : Epoch 1559 | loss: 0.031095 | val_loss: 0.0311964 | Time: 18985.1 ms [2021-09-26 00:17:03 main:574] : INFO : Epoch 1560 | loss: 0.03109 | val_loss: 0.0312216 | Time: 19573.6 ms [2021-09-26 00:17:22 main:574] : INFO : Epoch 1561 | loss: 0.031087 | val_loss: 0.0312043 | Time: 18667 ms [2021-09-26 00:17:40 main:574] : INFO : Epoch 1562 | loss: 0.0310887 | val_loss: 0.03121 | Time: 18147.6 ms [2021-09-26 00:18:00 main:574] : INFO : Epoch 1563 | loss: 0.031088 | val_loss: 0.0312116 | Time: 19620.4 ms [2021-09-26 00:18:20 main:574] : INFO : Epoch 1564 | loss: 0.0310846 | val_loss: 0.0312041 | Time: 19702.5 ms [2021-09-26 00:18:39 main:574] : INFO : Epoch 1565 | loss: 0.0310893 | val_loss: 0.0312099 | Time: 18962.6 ms [2021-09-26 00:18:58 main:574] : INFO : Epoch 1566 | loss: 0.0310866 | val_loss: 0.0312184 | Time: 18835.2 ms [2021-09-26 00:19:17 main:574] : INFO : Epoch 1567 | loss: 0.0310874 | val_loss: 0.0312092 | Time: 18858.3 ms [2021-09-26 00:19:37 main:574] : INFO : Epoch 1568 | loss: 0.031086 | val_loss: 0.031206 | Time: 19766.2 ms [2021-09-26 00:19:55 main:574] : INFO : Epoch 1569 | loss: 0.031086 | val_loss: 0.0312179 | Time: 18128.6 ms [2021-09-26 00:20:15 main:574] : INFO : Epoch 1570 | loss: 0.0310883 | val_loss: 0.0312166 | Time: 19337.8 ms [2021-09-26 00:20:34 main:574] : INFO : Epoch 1571 | loss: 0.0311208 | val_loss: 0.0311875 | Time: 18965.2 ms [2021-09-26 00:20:53 main:574] : INFO : Epoch 1572 | loss: 0.0311085 | val_loss: 0.0312024 | Time: 18635.7 ms [2021-09-26 00:21:11 main:574] : INFO : Epoch 1573 | loss: 0.031098 | val_loss: 0.0312056 | Time: 18446.2 ms [2021-09-26 00:21:31 main:574] : INFO : Epoch 1574 | loss: 0.0310898 | val_loss: 0.031205 | Time: 19396.6 ms [2021-09-26 00:21:49 main:574] : INFO : Epoch 1575 | loss: 0.0310875 | val_loss: 0.0312146 | Time: 18515.1 ms [2021-09-26 00:22:08 main:574] : INFO : Epoch 1576 | loss: 0.0310887 | val_loss: 0.0312253 | Time: 18863.3 ms [2021-09-26 00:22:27 main:574] : INFO : Epoch 1577 | loss: 0.0310878 | val_loss: 0.0312158 | Time: 18982.7 ms [2021-09-26 00:22:47 main:574] : INFO : Epoch 1578 | loss: 0.0310874 | val_loss: 0.0312021 | Time: 19333.4 ms [2021-09-26 00:23:06 main:574] : INFO : Epoch 1579 | loss: 0.0310841 | val_loss: 0.0312276 | Time: 19296.4 ms [2021-09-26 00:23:26 main:574] : INFO : Epoch 1580 | loss: 0.0310852 | val_loss: 0.0312025 | Time: 19285.6 ms [2021-09-26 00:23:44 main:574] : INFO : Epoch 1581 | loss: 0.0310918 | val_loss: 0.0311969 | Time: 18091.6 ms [2021-09-26 00:24:02 main:574] : INFO : Epoch 1582 | loss: 0.0310898 | val_loss: 0.0312052 | Time: 17311.9 ms [2021-09-26 00:24:19 main:574] : INFO : Epoch 1583 | loss: 0.0310835 | val_loss: 0.0312178 | Time: 17810 ms [2021-09-26 00:24:38 main:574] : INFO : Epoch 1584 | loss: 0.0310804 | val_loss: 0.0312216 | Time: 18712.7 ms [2021-09-26 00:24:57 main:574] : INFO : Epoch 1585 | loss: 0.0310821 | val_loss: 0.0312058 | Time: 18675.1 ms [2021-09-26 00:25:16 main:574] : INFO : Epoch 1586 | loss: 0.0310807 | val_loss: 0.0312297 | Time: 18354.3 ms [2021-09-26 00:25:35 main:574] : INFO : Epoch 1587 | loss: 0.0310773 | val_loss: 0.0312149 | Time: 19394.6 ms [2021-09-26 00:25:53 main:574] : INFO : Epoch 1588 | loss: 0.0310766 | val_loss: 0.0312108 | Time: 17363.6 ms [2021-09-26 00:26:11 main:574] : INFO : Epoch 1589 | loss: 0.0310804 | val_loss: 0.0312134 | Time: 17939.8 ms [2021-09-26 00:26:29 main:574] : INFO : Epoch 1590 | loss: 0.0310792 | val_loss: 0.031208 | Time: 18359.9 ms [2021-09-26 00:26:48 main:574] : INFO : Epoch 1591 | loss: 0.0310794 | val_loss: 0.0312157 | Time: 18929.7 ms [2021-09-26 00:27:07 main:574] : INFO : Epoch 1592 | loss: 0.0310792 | val_loss: 0.0312245 | Time: 18967.5 ms [2021-09-26 00:27:27 main:574] : INFO : Epoch 1593 | loss: 0.0310818 | val_loss: 0.0312118 | Time: 19288.1 ms [2021-09-26 00:27:45 main:574] : INFO : Epoch 1594 | loss: 0.0310807 | val_loss: 0.0312084 | Time: 18054.9 ms [2021-09-26 00:28:05 main:574] : INFO : Epoch 1595 | loss: 0.0310976 | val_loss: 0.031196 | Time: 19467.3 ms [2021-09-26 00:28:26 main:574] : INFO : Epoch 1596 | loss: 0.0311194 | val_loss: 0.0311912 | Time: 21136.1 ms [2021-09-26 00:28:48 main:574] : INFO : Epoch 1597 | loss: 0.0311055 | val_loss: 0.0311912 | Time: 21343.8 ms [2021-09-26 00:29:09 main:574] : INFO : Epoch 1598 | loss: 0.0311029 | val_loss: 0.0312119 | Time: 21316.3 ms [2021-09-26 00:29:30 main:574] : INFO : Epoch 1599 | loss: 0.0310923 | val_loss: 0.0312216 | Time: 20626 ms [2021-09-26 00:29:50 main:574] : INFO : Epoch 1600 | loss: 0.0310809 | val_loss: 0.0312212 | Time: 20223.5 ms [2021-09-26 00:30:12 main:574] : INFO : Epoch 1601 | loss: 0.0310755 | val_loss: 0.0312215 | Time: 21548.5 ms [2021-09-26 00:30:34 main:574] : INFO : Epoch 1602 | loss: 0.0310721 | val_loss: 0.0312259 | Time: 22187.2 ms [2021-09-26 00:30:56 main:574] : INFO : Epoch 1603 | loss: 0.031074 | val_loss: 0.0312242 | Time: 21799.9 ms [2021-09-26 00:31:18 main:574] : INFO : Epoch 1604 | loss: 0.0310719 | val_loss: 0.0312167 | Time: 21976.2 ms [2021-09-26 00:31:40 main:574] : INFO : Epoch 1605 | loss: 0.0310762 | val_loss: 0.0312394 | Time: 21063.6 ms [2021-09-26 00:32:03 main:574] : INFO : Epoch 1606 | loss: 0.0310747 | val_loss: 0.0312205 | Time: 23223.3 ms [2021-09-26 00:32:25 main:574] : INFO : Epoch 1607 | loss: 0.0310732 | val_loss: 0.0312224 | Time: 21894 ms [2021-09-26 00:32:49 main:574] : INFO : Epoch 1608 | loss: 0.0310771 | val_loss: 0.0312427 | Time: 23608.9 ms [2021-09-26 00:33:11 main:574] : INFO : Epoch 1609 | loss: 0.0310751 | val_loss: 0.0312217 | Time: 21323.2 ms [2021-09-26 00:33:33 main:574] : INFO : Epoch 1610 | loss: 0.0310737 | val_loss: 0.0312311 | Time: 22716.6 ms [2021-09-26 00:33:56 main:574] : INFO : Epoch 1611 | loss: 0.0310823 | val_loss: 0.0312095 | Time: 22742.1 ms [2021-09-26 00:34:18 main:574] : INFO : Epoch 1612 | loss: 0.0310829 | val_loss: 0.0312159 | Time: 21918.3 ms [2021-09-26 00:34:40 main:574] : INFO : Epoch 1613 | loss: 0.0310846 | val_loss: 0.0312309 | Time: 21636.1 ms [2021-09-26 00:35:01 main:574] : INFO : Epoch 1614 | loss: 0.031079 | val_loss: 0.0312144 | Time: 20486.6 ms [2021-09-26 00:35:23 main:574] : INFO : Epoch 1615 | loss: 0.0310776 | val_loss: 0.0312299 | Time: 22274.2 ms [2021-09-26 00:35:46 main:574] : INFO : Epoch 1616 | loss: 0.0310717 | val_loss: 0.0312154 | Time: 22156.2 ms [2021-09-26 00:36:10 main:574] : INFO : Epoch 1617 | loss: 0.0310745 | val_loss: 0.0312239 | Time: 23520.2 ms [2021-09-26 00:36:31 main:574] : INFO : Epoch 1618 | loss: 0.0310724 | val_loss: 0.0312236 | Time: 21183.3 ms [2021-09-26 00:36:54 main:574] : INFO : Epoch 1619 | loss: 0.0310778 | val_loss: 0.0312348 | Time: 22760.9 ms [2021-09-26 00:37:17 main:574] : INFO : Epoch 1620 | loss: 0.0310749 | val_loss: 0.0312125 | Time: 23257.5 ms [2021-09-26 00:37:39 main:574] : INFO : Epoch 1621 | loss: 0.0310768 | val_loss: 0.0312107 | Time: 21248.2 ms [2021-09-26 00:38:01 main:574] : INFO : Epoch 1622 | loss: 0.0310784 | val_loss: 0.03121 | Time: 21660 ms [2021-09-26 00:38:22 main:574] : INFO : Epoch 1623 | loss: 0.0310696 | val_loss: 0.0312299 | Time: 20688.2 ms [2021-09-26 00:38:43 main:574] : INFO : Epoch 1624 | loss: 0.0310671 | val_loss: 0.0312347 | Time: 21172.7 ms [2021-09-26 00:39:05 main:574] : INFO : Epoch 1625 | loss: 0.0310672 | val_loss: 0.03122 | Time: 22142.3 ms [2021-09-26 00:39:26 main:574] : INFO : Epoch 1626 | loss: 0.031073 | val_loss: 0.0312127 | Time: 21054.5 ms [2021-09-26 00:39:49 main:574] : INFO : Epoch 1627 | loss: 0.0310756 | val_loss: 0.0312273 | Time: 22614.1 ms [2021-09-26 00:40:10 main:574] : INFO : Epoch 1628 | loss: 0.0310708 | val_loss: 0.0312168 | Time: 20872.6 ms [2021-09-26 00:40:31 main:574] : INFO : Epoch 1629 | loss: 0.0310708 | val_loss: 0.0312239 | Time: 20301.5 ms [2021-09-26 00:40:52 main:574] : INFO : Epoch 1630 | loss: 0.0310705 | val_loss: 0.0312308 | Time: 21694 ms [2021-09-26 00:41:14 main:574] : INFO : Epoch 1631 | loss: 0.0310704 | val_loss: 0.031227 | Time: 21410.2 ms [2021-09-26 00:41:38 main:574] : INFO : Epoch 1632 | loss: 0.031074 | val_loss: 0.0312203 | Time: 23496.3 ms [2021-09-26 00:42:00 main:574] : INFO : Epoch 1633 | loss: 0.0310722 | val_loss: 0.0312227 | Time: 21896.6 ms [2021-09-26 00:42:20 main:574] : INFO : Epoch 1634 | loss: 0.0310706 | val_loss: 0.0312298 | Time: 20079.9 ms [2021-09-26 00:42:45 main:574] : INFO : Epoch 1635 | loss: 0.0310793 | val_loss: 0.0312157 | Time: 25053.3 ms [2021-09-26 00:43:10 main:574] : INFO : Epoch 1636 | loss: 0.0310761 | val_loss: 0.0312278 | Time: 24897.3 ms [2021-09-26 00:43:31 main:574] : INFO : Epoch 1637 | loss: 0.031082 | val_loss: 0.0312349 | Time: 20650.3 ms [2021-09-26 00:43:53 main:574] : INFO : Epoch 1638 | loss: 0.031077 | val_loss: 0.03122 | Time: 21263.4 ms [2021-09-26 00:44:15 main:574] : INFO : Epoch 1639 | loss: 0.0310756 | val_loss: 0.0312071 | Time: 22758.7 ms [2021-09-26 00:44:37 main:574] : INFO : Epoch 1640 | loss: 0.0310758 | val_loss: 0.0312124 | Time: 20960.6 ms [2021-09-26 00:44:58 main:574] : INFO : Epoch 1641 | loss: 0.0311008 | val_loss: 0.0312078 | Time: 21561.1 ms [2021-09-26 00:45:20 main:574] : INFO : Epoch 1642 | loss: 0.0310875 | val_loss: 0.0312197 | Time: 21605.6 ms [2021-09-26 00:45:41 main:574] : INFO : Epoch 1643 | loss: 0.0310769 | val_loss: 0.0312156 | Time: 20266.7 ms [2021-09-26 00:46:05 main:574] : INFO : Epoch 1644 | loss: 0.031075 | val_loss: 0.0312254 | Time: 24032.4 ms [2021-09-26 00:46:27 main:574] : INFO : Epoch 1645 | loss: 0.0310725 | val_loss: 0.0312218 | Time: 21726.7 ms [2021-09-26 00:46:47 main:574] : INFO : Epoch 1646 | loss: 0.0310662 | val_loss: 0.0312139 | Time: 20079.2 ms [2021-09-26 00:47:08 main:574] : INFO : Epoch 1647 | loss: 0.0310685 | val_loss: 0.0312514 | Time: 21230.3 ms [2021-09-26 00:47:30 main:574] : INFO : Epoch 1648 | loss: 0.0310741 | val_loss: 0.031209 | Time: 21576 ms [2021-09-26 00:47:51 main:574] : INFO : Epoch 1649 | loss: 0.0310693 | val_loss: 0.031238 | Time: 21009.2 ms [2021-09-26 00:48:13 main:574] : INFO : Epoch 1650 | loss: 0.0310695 | val_loss: 0.031231 | Time: 21602.1 ms [2021-09-26 00:48:37 main:574] : INFO : Epoch 1651 | loss: 0.0310706 | val_loss: 0.0312484 | Time: 24064.5 ms [2021-09-26 00:49:01 main:574] : INFO : Epoch 1652 | loss: 0.0310687 | val_loss: 0.0312259 | Time: 23432.6 ms [2021-09-26 00:49:23 main:574] : INFO : Epoch 1653 | loss: 0.0310698 | val_loss: 0.0312104 | Time: 22353.9 ms [2021-09-26 00:49:44 main:574] : INFO : Epoch 1654 | loss: 0.0310706 | val_loss: 0.0312426 | Time: 20231.6 ms [2021-09-26 00:50:04 main:574] : INFO : Epoch 1655 | loss: 0.0310671 | val_loss: 0.031215 | Time: 19343.4 ms [2021-09-26 00:50:22 main:574] : INFO : Epoch 1656 | loss: 0.0310716 | val_loss: 0.0312285 | Time: 18805.2 ms [2021-09-26 00:50:41 main:574] : INFO : Epoch 1657 | loss: 0.0310745 | val_loss: 0.0312248 | Time: 18348.2 ms [2021-09-26 00:51:00 main:574] : INFO : Epoch 1658 | loss: 0.0310699 | val_loss: 0.0312223 | Time: 19122.4 ms [2021-09-26 00:51:19 main:574] : INFO : Epoch 1659 | loss: 0.031074 | val_loss: 0.0312169 | Time: 18922.5 ms [2021-09-26 00:51:38 main:574] : INFO : Epoch 1660 | loss: 0.0310703 | val_loss: 0.0312216 | Time: 18948.6 ms [2021-09-26 00:51:59 main:574] : INFO : Epoch 1661 | loss: 0.0310704 | val_loss: 0.0312244 | Time: 20508.1 ms [2021-09-26 00:52:20 main:574] : INFO : Epoch 1662 | loss: 0.0310681 | val_loss: 0.0312185 | Time: 20286.9 ms [2021-09-26 00:52:41 main:574] : INFO : Epoch 1663 | loss: 0.0310692 | val_loss: 0.0312226 | Time: 21320.4 ms [2021-09-26 00:52:58 main:574] : INFO : Epoch 1664 | loss: 0.0310675 | val_loss: 0.0312344 | Time: 16947.5 ms [2021-09-26 00:53:15 main:574] : INFO : Epoch 1665 | loss: 0.0310756 | val_loss: 0.0312232 | Time: 16498.6 ms [2021-09-26 00:53:31 main:574] : INFO : Epoch 1666 | loss: 0.0310756 | val_loss: 0.0312237 | Time: 16321.4 ms [2021-09-26 00:53:48 main:574] : INFO : Epoch 1667 | loss: 0.0310693 | val_loss: 0.031222 | Time: 16901.2 ms [2021-09-26 00:54:05 main:574] : INFO : Epoch 1668 | loss: 0.0310675 | val_loss: 0.0312273 | Time: 16560.7 ms [2021-09-26 00:54:21 main:574] : INFO : Epoch 1669 | loss: 0.0310682 | val_loss: 0.0312349 | Time: 16050.7 ms [2021-09-26 00:54:37 main:574] : INFO : Epoch 1670 | loss: 0.0310655 | val_loss: 0.031232 | Time: 16439.2 ms [2021-09-26 00:54:53 main:574] : INFO : Epoch 1671 | loss: 0.031068 | val_loss: 0.0312283 | Time: 15872.7 ms [2021-09-26 00:55:11 main:574] : INFO : Epoch 1672 | loss: 0.0310672 | val_loss: 0.0312218 | Time: 16983.9 ms [2021-09-26 00:55:27 main:574] : INFO : Epoch 1673 | loss: 0.0310673 | val_loss: 0.0312317 | Time: 16369.3 ms [2021-09-26 00:55:44 main:574] : INFO : Epoch 1674 | loss: 0.0310693 | val_loss: 0.0312477 | Time: 16082.4 ms [2021-09-26 00:56:00 main:574] : INFO : Epoch 1675 | loss: 0.0310713 | val_loss: 0.0312301 | Time: 16790.6 ms [2021-09-26 00:56:19 main:574] : INFO : Epoch 1676 | loss: 0.0310659 | val_loss: 0.0312373 | Time: 18084.3 ms [2021-09-26 00:56:37 main:574] : INFO : Epoch 1677 | loss: 0.0310699 | val_loss: 0.0312159 | Time: 18296.2 ms [2021-09-26 00:56:54 main:574] : INFO : Epoch 1678 | loss: 0.0310877 | val_loss: 0.0311912 | Time: 16004.3 ms [2021-09-26 00:57:11 main:574] : INFO : Epoch 1679 | loss: 0.0311028 | val_loss: 0.0311929 | Time: 16690.9 ms [2021-09-26 00:57:27 main:574] : INFO : Epoch 1680 | loss: 0.0310872 | val_loss: 0.0312243 | Time: 16563.2 ms [2021-09-26 00:57:44 main:574] : INFO : Epoch 1681 | loss: 0.0310755 | val_loss: 0.0312117 | Time: 16395.3 ms [2021-09-26 00:58:01 main:574] : INFO : Epoch 1682 | loss: 0.0310711 | val_loss: 0.0312356 | Time: 16850.7 ms [2021-09-26 00:58:17 main:574] : INFO : Epoch 1683 | loss: 0.03107 | val_loss: 0.0312218 | Time: 15842.6 ms [2021-09-26 00:58:32 main:574] : INFO : Epoch 1684 | loss: 0.0310672 | val_loss: 0.0312269 | Time: 15610.9 ms [2021-09-26 00:58:49 main:574] : INFO : Epoch 1685 | loss: 0.0310684 | val_loss: 0.0312233 | Time: 16668.1 ms [2021-09-26 00:59:06 main:574] : INFO : Epoch 1686 | loss: 0.0310693 | val_loss: 0.0312145 | Time: 16291 ms [2021-09-26 00:59:22 main:574] : INFO : Epoch 1687 | loss: 0.0310694 | val_loss: 0.03124 | Time: 16132.5 ms [2021-09-26 00:59:39 main:574] : INFO : Epoch 1688 | loss: 0.0310728 | val_loss: 0.031236 | Time: 16812.9 ms [2021-09-26 00:59:56 main:574] : INFO : Epoch 1689 | loss: 0.0310674 | val_loss: 0.0312247 | Time: 16968.6 ms [2021-09-26 01:00:12 main:574] : INFO : Epoch 1690 | loss: 0.0310675 | val_loss: 0.0312264 | Time: 16004.7 ms [2021-09-26 01:00:30 main:574] : INFO : Epoch 1691 | loss: 0.0310667 | val_loss: 0.031225 | Time: 17415.4 ms [2021-09-26 01:00:46 main:574] : INFO : Epoch 1692 | loss: 0.0310652 | val_loss: 0.0312401 | Time: 16657.7 ms [2021-09-26 01:01:02 main:574] : INFO : Epoch 1693 | loss: 0.0310617 | val_loss: 0.0312376 | Time: 15816.4 ms [2021-09-26 01:01:25 main:574] : INFO : Epoch 1694 | loss: 0.0310585 | val_loss: 0.031223 | Time: 22444.6 ms [2021-09-26 01:01:43 main:574] : INFO : Epoch 1695 | loss: 0.0310902 | val_loss: 0.0312303 | Time: 18090.4 ms [2021-09-26 01:02:04 main:574] : INFO : Epoch 1696 | loss: 0.0310918 | val_loss: 0.0312191 | Time: 20688.7 ms [2021-09-26 01:02:25 main:574] : INFO : Epoch 1697 | loss: 0.0310751 | val_loss: 0.0312226 | Time: 20754.2 ms [2021-09-26 01:02:47 main:574] : INFO : Epoch 1698 | loss: 0.0310671 | val_loss: 0.0312366 | Time: 22045.3 ms [2021-09-26 01:03:09 main:574] : INFO : Epoch 1699 | loss: 0.031066 | val_loss: 0.0312245 | Time: 21431.4 ms [2021-09-26 01:03:31 main:574] : INFO : Epoch 1700 | loss: 0.0310635 | val_loss: 0.0312397 | Time: 22341.3 ms [2021-09-26 01:03:52 main:574] : INFO : Epoch 1701 | loss: 0.0310663 | val_loss: 0.0312248 | Time: 20391.7 ms [2021-09-26 01:04:12 main:574] : INFO : Epoch 1702 | loss: 0.0310658 | val_loss: 0.031226 | Time: 20408.6 ms [2021-09-26 01:04:36 main:574] : INFO : Epoch 1703 | loss: 0.0310638 | val_loss: 0.031234 | Time: 23002.7 ms [2021-09-26 01:04:58 main:574] : INFO : Epoch 1704 | loss: 0.0310665 | val_loss: 0.0312374 | Time: 21983.1 ms [2021-09-26 01:05:19 main:574] : INFO : Epoch 1705 | loss: 0.0310704 | val_loss: 0.0312295 | Time: 21173.1 ms [2021-09-26 01:05:41 main:574] : INFO : Epoch 1706 | loss: 0.0310789 | val_loss: 0.0312219 | Time: 21752.4 ms [2021-09-26 01:06:02 main:574] : INFO : Epoch 1707 | loss: 0.0310692 | val_loss: 0.0312224 | Time: 20465.4 ms [2021-09-26 01:06:22 main:574] : INFO : Epoch 1708 | loss: 0.0310608 | val_loss: 0.0312293 | Time: 20054 ms [2021-09-26 01:06:43 main:574] : INFO : Epoch 1709 | loss: 0.0310649 | val_loss: 0.03123 | Time: 21358.1 ms [2021-09-26 01:07:06 main:574] : INFO : Epoch 1710 | loss: 0.0310609 | val_loss: 0.0312428 | Time: 22467.4 ms [2021-09-26 01:07:29 main:574] : INFO : Epoch 1711 | loss: 0.0310646 | val_loss: 0.0312476 | Time: 22852.7 ms [2021-09-26 01:07:51 main:574] : INFO : Epoch 1712 | loss: 0.0310621 | val_loss: 0.0312284 | Time: 22001.4 ms [2021-09-26 01:08:13 main:574] : INFO : Epoch 1713 | loss: 0.0310675 | val_loss: 0.0312304 | Time: 21650.1 ms [2021-09-26 01:08:35 main:574] : INFO : Epoch 1714 | loss: 0.0311281 | val_loss: 0.0312348 | Time: 22426.4 ms [2021-09-26 01:08:58 main:574] : INFO : Epoch 1715 | loss: 0.0311111 | val_loss: 0.0312121 | Time: 22788.5 ms [2021-09-26 01:09:21 main:574] : INFO : Epoch 1716 | loss: 0.031086 | val_loss: 0.0312121 | Time: 22820.5 ms [2021-09-26 01:09:42 main:574] : INFO : Epoch 1717 | loss: 0.031071 | val_loss: 0.031228 | Time: 20926.5 ms [2021-09-26 01:10:05 main:574] : INFO : Epoch 1718 | loss: 0.0310611 | val_loss: 0.0312159 | Time: 22135.8 ms [2021-09-26 01:10:26 main:574] : INFO : Epoch 1719 | loss: 0.0310641 | val_loss: 0.031245 | Time: 21321.5 ms [2021-09-26 01:10:49 main:574] : INFO : Epoch 1720 | loss: 0.0310625 | val_loss: 0.0312268 | Time: 22491.3 ms [2021-09-26 01:11:12 main:574] : INFO : Epoch 1721 | loss: 0.0310616 | val_loss: 0.0312191 | Time: 22532.4 ms [2021-09-26 01:11:33 main:574] : INFO : Epoch 1722 | loss: 0.0310602 | val_loss: 0.0312285 | Time: 21287.9 ms [2021-09-26 01:11:55 main:574] : INFO : Epoch 1723 | loss: 0.0310594 | val_loss: 0.0312317 | Time: 22351.9 ms [2021-09-26 01:12:18 main:574] : INFO : Epoch 1724 | loss: 0.03107 | val_loss: 0.0312138 | Time: 22417.9 ms [2021-09-26 01:12:40 main:574] : INFO : Epoch 1725 | loss: 0.0310754 | val_loss: 0.0312354 | Time: 21387.6 ms [2021-09-26 01:13:01 main:574] : INFO : Epoch 1726 | loss: 0.0310679 | val_loss: 0.0312335 | Time: 21384.9 ms [2021-09-26 01:13:23 main:574] : INFO : Epoch 1727 | loss: 0.031062 | val_loss: 0.0312421 | Time: 21268.7 ms [2021-09-26 01:13:44 main:574] : INFO : Epoch 1728 | loss: 0.031058 | val_loss: 0.0312233 | Time: 21187.9 ms [2021-09-26 01:14:05 main:574] : INFO : Epoch 1729 | loss: 0.0310599 | val_loss: 0.0312303 | Time: 20929.6 ms [2021-09-26 01:14:27 main:574] : INFO : Epoch 1730 | loss: 0.0310645 | val_loss: 0.0312431 | Time: 22283.1 ms [2021-09-26 01:14:49 main:574] : INFO : Epoch 1731 | loss: 0.031063 | val_loss: 0.0312294 | Time: 21360.7 ms [2021-09-26 01:15:11 main:574] : INFO : Epoch 1732 | loss: 0.0310829 | val_loss: 0.0312085 | Time: 22158.2 ms [2021-09-26 01:15:33 main:574] : INFO : Epoch 1733 | loss: 0.0311095 | val_loss: 0.0312083 | Time: 20974.1 ms [2021-09-26 01:15:53 main:574] : INFO : Epoch 1734 | loss: 0.0310919 | val_loss: 0.031218 | Time: 20604.5 ms [2021-09-26 01:16:14 main:574] : INFO : Epoch 1735 | loss: 0.0310754 | val_loss: 0.0312262 | Time: 21008.8 ms [2021-09-26 01:16:37 main:574] : INFO : Epoch 1736 | loss: 0.0310682 | val_loss: 0.0312485 | Time: 22053.6 ms [2021-09-26 01:17:00 main:574] : INFO : Epoch 1737 | loss: 0.0310624 | val_loss: 0.0312288 | Time: 23338.3 ms [2021-09-26 01:17:22 main:574] : INFO : Epoch 1738 | loss: 0.0310577 | val_loss: 0.031227 | Time: 22097.4 ms [2021-09-26 01:17:42 main:574] : INFO : Epoch 1739 | loss: 0.0310579 | val_loss: 0.0312422 | Time: 19952.1 ms [2021-09-26 01:18:03 main:574] : INFO : Epoch 1740 | loss: 0.0310629 | val_loss: 0.0312313 | Time: 20121 ms [2021-09-26 01:18:25 main:574] : INFO : Epoch 1741 | loss: 0.0310629 | val_loss: 0.0312339 | Time: 22695.9 ms [2021-09-26 01:18:48 main:574] : INFO : Epoch 1742 | loss: 0.0310593 | val_loss: 0.03124 | Time: 22758.1 ms [2021-09-26 01:19:11 main:574] : INFO : Epoch 1743 | loss: 0.0310602 | val_loss: 0.0312368 | Time: 22325.4 ms [2021-09-26 01:19:32 main:574] : INFO : Epoch 1744 | loss: 0.031059 | val_loss: 0.0312479 | Time: 21195.2 ms [2021-09-26 01:19:53 main:574] : INFO : Epoch 1745 | loss: 0.0310605 | val_loss: 0.0312314 | Time: 21130 ms [2021-09-26 01:20:13 main:574] : INFO : Epoch 1746 | loss: 0.0310747 | val_loss: 0.0312378 | Time: 20044.6 ms [2021-09-26 01:20:35 main:574] : INFO : Epoch 1747 | loss: 0.0310744 | val_loss: 0.031234 | Time: 21292.3 ms [2021-09-26 01:20:57 main:574] : INFO : Epoch 1748 | loss: 0.0310613 | val_loss: 0.0312523 | Time: 22291.7 ms [2021-09-26 01:21:19 main:574] : INFO : Epoch 1749 | loss: 0.0310589 | val_loss: 0.0312406 | Time: 21549.8 ms [2021-09-26 01:21:42 main:574] : INFO : Epoch 1750 | loss: 0.0310563 | val_loss: 0.0312454 | Time: 22475.8 ms [2021-09-26 01:22:03 main:574] : INFO : Epoch 1751 | loss: 0.0310588 | val_loss: 0.0312423 | Time: 20620.4 ms [2021-09-26 01:22:23 main:574] : INFO : Epoch 1752 | loss: 0.0310614 | val_loss: 0.0312437 | Time: 20163.3 ms [2021-09-26 01:22:44 main:574] : INFO : Epoch 1753 | loss: 0.0310574 | val_loss: 0.0312445 | Time: 21052.3 ms [2021-09-26 01:23:07 main:574] : INFO : Epoch 1754 | loss: 0.0310599 | val_loss: 0.0312374 | Time: 22751.5 ms [2021-09-26 01:23:28 main:574] : INFO : Epoch 1755 | loss: 0.03106 | val_loss: 0.0312457 | Time: 20847.1 ms [2021-09-26 01:23:50 main:574] : INFO : Epoch 1756 | loss: 0.0310628 | val_loss: 0.0312175 | Time: 21995.2 ms [2021-09-26 01:24:11 main:574] : INFO : Epoch 1757 | loss: 0.0310629 | val_loss: 0.0312221 | Time: 20566.2 ms [2021-09-26 01:24:32 main:574] : INFO : Epoch 1758 | loss: 0.0310715 | val_loss: 0.0312476 | Time: 20357.1 ms [2021-09-26 01:24:52 main:574] : INFO : Epoch 1759 | loss: 0.0310604 | val_loss: 0.0312334 | Time: 20763.6 ms [2021-09-26 01:25:13 main:574] : INFO : Epoch 1760 | loss: 0.0310574 | val_loss: 0.0312365 | Time: 20663.1 ms [2021-09-26 01:25:34 main:574] : INFO : Epoch 1761 | loss: 0.0310571 | val_loss: 0.0312298 | Time: 20702.3 ms [2021-09-26 01:25:53 main:574] : INFO : Epoch 1762 | loss: 0.0310549 | val_loss: 0.0312337 | Time: 18806 ms [2021-09-26 01:26:13 main:574] : INFO : Epoch 1763 | loss: 0.0310529 | val_loss: 0.0312303 | Time: 19819.5 ms [2021-09-26 01:26:34 main:574] : INFO : Epoch 1764 | loss: 0.0310556 | val_loss: 0.0312495 | Time: 21585.7 ms [2021-09-26 01:26:57 main:574] : INFO : Epoch 1765 | loss: 0.0310619 | val_loss: 0.0312355 | Time: 22644.3 ms [2021-09-26 01:27:21 main:574] : INFO : Epoch 1766 | loss: 0.0310633 | val_loss: 0.0312168 | Time: 23197.5 ms [2021-09-26 01:27:43 main:574] : INFO : Epoch 1767 | loss: 0.0310695 | val_loss: 0.0312408 | Time: 22032.4 ms [2021-09-26 01:28:06 main:574] : INFO : Epoch 1768 | loss: 0.0310594 | val_loss: 0.0312241 | Time: 23019.8 ms [2021-09-26 01:28:29 main:574] : INFO : Epoch 1769 | loss: 0.0310598 | val_loss: 0.0312352 | Time: 23076 ms [2021-09-26 01:28:53 main:574] : INFO : Epoch 1770 | loss: 0.0310609 | val_loss: 0.0312314 | Time: 23116.9 ms [2021-09-26 01:29:14 main:574] : INFO : Epoch 1771 | loss: 0.0310571 | val_loss: 0.0312393 | Time: 21373.5 ms [2021-09-26 01:29:38 main:574] : INFO : Epoch 1772 | loss: 0.0310598 | val_loss: 0.0312465 | Time: 23237.2 ms [2021-09-26 01:30:02 main:574] : INFO : Epoch 1773 | loss: 0.0310599 | val_loss: 0.0312239 | Time: 23925.9 ms [2021-09-26 01:30:24 main:574] : INFO : Epoch 1774 | loss: 0.0310643 | val_loss: 0.0312325 | Time: 21671.9 ms [2021-09-26 01:30:46 main:574] : INFO : Epoch 1775 | loss: 0.0310571 | val_loss: 0.0312505 | Time: 22218.3 ms [2021-09-26 01:31:09 main:574] : INFO : Epoch 1776 | loss: 0.0310584 | val_loss: 0.0312329 | Time: 23030.5 ms [2021-09-26 01:31:33 main:574] : INFO : Epoch 1777 | loss: 0.0310598 | val_loss: 0.0312511 | Time: 23095.1 ms [2021-09-26 01:31:54 main:574] : INFO : Epoch 1778 | loss: 0.0310592 | val_loss: 0.0312475 | Time: 21441.8 ms [2021-09-26 01:32:17 main:574] : INFO : Epoch 1779 | loss: 0.031051 | val_loss: 0.0312486 | Time: 22754 ms [2021-09-26 01:32:41 main:574] : INFO : Epoch 1780 | loss: 0.031059 | val_loss: 0.0312289 | Time: 23444 ms [2021-09-26 01:33:03 main:574] : INFO : Epoch 1781 | loss: 0.0310562 | val_loss: 0.0312401 | Time: 22349.7 ms [2021-09-26 01:33:28 main:574] : INFO : Epoch 1782 | loss: 0.0310524 | val_loss: 0.0312338 | Time: 24296.4 ms [2021-09-26 01:33:51 main:574] : INFO : Epoch 1783 | loss: 0.0310595 | val_loss: 0.0312381 | Time: 23424 ms [2021-09-26 01:34:13 main:574] : INFO : Epoch 1784 | loss: 0.0310606 | val_loss: 0.0312371 | Time: 21843.3 ms [2021-09-26 01:34:36 main:574] : INFO : Epoch 1785 | loss: 0.0310603 | val_loss: 0.0312374 | Time: 22344.7 ms [2021-09-26 01:34:59 main:574] : INFO : Epoch 1786 | loss: 0.0310614 | val_loss: 0.0312323 | Time: 23047.1 ms [2021-09-26 01:35:23 main:574] : INFO : Epoch 1787 | loss: 0.0310581 | val_loss: 0.0312474 | Time: 23625.1 ms [2021-09-26 01:35:46 main:574] : INFO : Epoch 1788 | loss: 0.0310575 | val_loss: 0.0312378 | Time: 22854.8 ms [2021-09-26 01:36:10 main:574] : INFO : Epoch 1789 | loss: 0.0310558 | val_loss: 0.0312294 | Time: 23412.5 ms [2021-09-26 01:36:33 main:574] : INFO : Epoch 1790 | loss: 0.0310582 | val_loss: 0.0312272 | Time: 23127.5 ms [2021-09-26 01:36:56 main:574] : INFO : Epoch 1791 | loss: 0.0310589 | val_loss: 0.0312314 | Time: 23364.3 ms [2021-09-26 01:37:20 main:574] : INFO : Epoch 1792 | loss: 0.0310569 | val_loss: 0.0312538 | Time: 23082.7 ms [2021-09-26 01:37:44 main:574] : INFO : Epoch 1793 | loss: 0.0310584 | val_loss: 0.0312188 | Time: 23555.7 ms [2021-09-26 01:38:06 main:574] : INFO : Epoch 1794 | loss: 0.0310545 | val_loss: 0.0312475 | Time: 22501.6 ms [2021-09-26 01:38:30 main:574] : INFO : Epoch 1795 | loss: 0.0310522 | val_loss: 0.0312569 | Time: 23360.4 ms [2021-09-26 01:38:53 main:574] : INFO : Epoch 1796 | loss: 0.0310572 | val_loss: 0.0312445 | Time: 22882.6 ms [2021-09-26 01:39:14 main:574] : INFO : Epoch 1797 | loss: 0.0310519 | val_loss: 0.0312353 | Time: 21293.1 ms [2021-09-26 01:39:38 main:574] : INFO : Epoch 1798 | loss: 0.0310768 | val_loss: 0.0311925 | Time: 23606.8 ms [2021-09-26 01:40:02 main:574] : INFO : Epoch 1799 | loss: 0.0311205 | val_loss: 0.0312341 | Time: 23651.1 ms [2021-09-26 01:40:24 main:574] : INFO : Epoch 1800 | loss: 0.0311085 | val_loss: 0.0312028 | Time: 22061.4 ms [2021-09-26 01:40:48 main:574] : INFO : Epoch 1801 | loss: 0.0310896 | val_loss: 0.0312225 | Time: 23528.1 ms [2021-09-26 01:41:12 main:574] : INFO : Epoch 1802 | loss: 0.0310751 | val_loss: 0.0312262 | Time: 23268.9 ms [2021-09-26 01:41:34 main:574] : INFO : Epoch 1803 | loss: 0.031066 | val_loss: 0.0312284 | Time: 21973.2 ms [2021-09-26 01:41:58 main:574] : INFO : Epoch 1804 | loss: 0.0310633 | val_loss: 0.0312287 | Time: 23784.1 ms [2021-09-26 01:42:22 main:574] : INFO : Epoch 1805 | loss: 0.0310726 | val_loss: 0.0312372 | Time: 24219.4 ms [2021-09-26 01:42:52 main:574] : INFO : Epoch 1806 | loss: 0.0310723 | val_loss: 0.0312298 | Time: 29220.9 ms [2021-09-26 01:43:14 main:574] : INFO : Epoch 1807 | loss: 0.0310583 | val_loss: 0.0312442 | Time: 22196.2 ms [2021-09-26 01:43:38 main:574] : INFO : Epoch 1808 | loss: 0.0310566 | val_loss: 0.0312317 | Time: 23448.8 ms [2021-09-26 01:44:01 main:574] : INFO : Epoch 1809 | loss: 0.03106 | val_loss: 0.0312407 | Time: 23473.1 ms [2021-09-26 01:44:24 main:574] : INFO : Epoch 1810 | loss: 0.0310583 | val_loss: 0.0312281 | Time: 22195.7 ms [2021-09-26 01:44:48 main:574] : INFO : Epoch 1811 | loss: 0.0310647 | val_loss: 0.0312285 | Time: 23610 ms [2021-09-26 01:45:11 main:574] : INFO : Epoch 1812 | loss: 0.031069 | val_loss: 0.0312336 | Time: 23142.1 ms [2021-09-26 01:45:34 main:574] : INFO : Epoch 1813 | loss: 0.0310555 | val_loss: 0.0312409 | Time: 22674.9 ms [2021-09-26 01:45:56 main:574] : INFO : Epoch 1814 | loss: 0.0310551 | val_loss: 0.0312417 | Time: 22208.1 ms [2021-09-26 01:46:20 main:574] : INFO : Epoch 1815 | loss: 0.0310575 | val_loss: 0.0312222 | Time: 23680 ms [2021-09-26 01:46:44 main:574] : INFO : Epoch 1816 | loss: 0.0310626 | val_loss: 0.0312481 | Time: 23271.7 ms [2021-09-26 01:47:06 main:574] : INFO : Epoch 1817 | loss: 0.0310575 | val_loss: 0.0312371 | Time: 21871.9 ms [2021-09-26 01:47:28 main:574] : INFO : Epoch 1818 | loss: 0.031058 | val_loss: 0.0312281 | Time: 22715.5 ms [2021-09-26 01:47:53 main:574] : INFO : Epoch 1819 | loss: 0.0310515 | val_loss: 0.0312504 | Time: 23805.5 ms [2021-09-26 01:48:15 main:574] : INFO : Epoch 1820 | loss: 0.0310528 | val_loss: 0.0312721 | Time: 21708.2 ms [2021-09-26 01:48:39 main:574] : INFO : Epoch 1821 | loss: 0.0310477 | val_loss: 0.0312346 | Time: 23763.9 ms [2021-09-26 01:49:03 main:574] : INFO : Epoch 1822 | loss: 0.0310536 | val_loss: 0.0312427 | Time: 23746.9 ms [2021-09-26 01:49:25 main:574] : INFO : Epoch 1823 | loss: 0.0310547 | val_loss: 0.031246 | Time: 21670.5 ms [2021-09-26 01:49:49 main:574] : INFO : Epoch 1824 | loss: 0.0310512 | val_loss: 0.0312709 | Time: 24189.9 ms [2021-09-26 01:50:12 main:574] : INFO : Epoch 1825 | loss: 0.0310551 | val_loss: 0.0312509 | Time: 22847.6 ms [2021-09-26 01:50:34 main:574] : INFO : Epoch 1826 | loss: 0.031064 | val_loss: 0.0312205 | Time: 22034.2 ms [2021-09-26 01:50:57 main:574] : INFO : Epoch 1827 | loss: 0.0310666 | val_loss: 0.0312314 | Time: 23028.5 ms [2021-09-26 01:51:22 main:574] : INFO : Epoch 1828 | loss: 0.0310616 | val_loss: 0.0312505 | Time: 23851.6 ms [2021-09-26 01:51:45 main:574] : INFO : Epoch 1829 | loss: 0.0310562 | val_loss: 0.0312572 | Time: 22841.5 ms [2021-09-26 01:52:07 main:574] : INFO : Epoch 1830 | loss: 0.031062 | val_loss: 0.0312199 | Time: 22504.9 ms [2021-09-26 01:52:32 main:574] : INFO : Epoch 1831 | loss: 0.0310632 | val_loss: 0.0312454 | Time: 24714.9 ms [2021-09-26 01:52:55 main:574] : INFO : Epoch 1832 | loss: 0.0310627 | val_loss: 0.0312157 | Time: 22641.3 ms [2021-09-26 01:53:18 main:574] : INFO : Epoch 1833 | loss: 0.0310658 | val_loss: 0.0312321 | Time: 22875.5 ms [2021-09-26 01:53:42 main:574] : INFO : Epoch 1834 | loss: 0.0310689 | val_loss: 0.0312429 | Time: 23790.3 ms [2021-09-26 01:54:05 main:574] : INFO : Epoch 1835 | loss: 0.031062 | val_loss: 0.0312535 | Time: 22585 ms [2021-09-26 01:54:28 main:574] : INFO : Epoch 1836 | loss: 0.031053 | val_loss: 0.0312344 | Time: 22570.3 ms [2021-09-26 01:54:52 main:574] : INFO : Epoch 1837 | loss: 0.0310526 | val_loss: 0.0312352 | Time: 24148.8 ms [2021-09-26 01:55:15 main:574] : INFO : Epoch 1838 | loss: 0.0310696 | val_loss: 0.0312398 | Time: 22194.4 ms [2021-09-26 01:55:37 main:574] : INFO : Epoch 1839 | loss: 0.0310591 | val_loss: 0.031238 | Time: 22169.3 ms [2021-09-26 01:56:02 main:574] : INFO : Epoch 1840 | loss: 0.03105 | val_loss: 0.0312606 | Time: 24460.9 ms [2021-09-26 01:56:25 main:574] : INFO : Epoch 1841 | loss: 0.0310522 | val_loss: 0.0312442 | Time: 23415.6 ms [2021-09-26 01:56:53 main:574] : INFO : Epoch 1842 | loss: 0.03105 | val_loss: 0.0312334 | Time: 27310 ms [2021-09-26 01:57:16 main:574] : INFO : Epoch 1843 | loss: 0.0310535 | val_loss: 0.0312404 | Time: 22701.9 ms [2021-09-26 01:57:38 main:574] : INFO : Epoch 1844 | loss: 0.0310561 | val_loss: 0.0312561 | Time: 22519.7 ms [2021-09-26 01:58:03 main:574] : INFO : Epoch 1845 | loss: 0.031059 | val_loss: 0.0312463 | Time: 24399 ms [2021-09-26 01:58:25 main:574] : INFO : Epoch 1846 | loss: 0.0310632 | val_loss: 0.0312356 | Time: 22044.9 ms [2021-09-26 01:58:48 main:574] : INFO : Epoch 1847 | loss: 0.0310628 | val_loss: 0.0312205 | Time: 23247.4 ms [2021-09-26 01:59:13 main:574] : INFO : Epoch 1848 | loss: 0.0310551 | val_loss: 0.0312476 | Time: 24678.3 ms [2021-09-26 01:59:35 main:574] : INFO : Epoch 1849 | loss: 0.0310541 | val_loss: 0.0312377 | Time: 21868.3 ms [2021-09-26 01:59:59 main:574] : INFO : Epoch 1850 | loss: 0.0310516 | val_loss: 0.0312434 | Time: 23734.1 ms [2021-09-26 02:00:23 main:574] : INFO : Epoch 1851 | loss: 0.0310537 | val_loss: 0.0312662 | Time: 23900.8 ms [2021-09-26 02:00:45 main:574] : INFO : Epoch 1852 | loss: 0.0310512 | val_loss: 0.0312399 | Time: 21961.4 ms [2021-09-26 02:01:05 main:574] : INFO : Epoch 1853 | loss: 0.0310456 | val_loss: 0.0312483 | Time: 19780.8 ms [2021-09-26 02:01:30 main:574] : INFO : Epoch 1854 | loss: 0.0310533 | val_loss: 0.0312503 | Time: 24248.4 ms [2021-09-26 02:01:53 main:574] : INFO : Epoch 1855 | loss: 0.031054 | val_loss: 0.0312208 | Time: 23131.5 ms [2021-09-26 02:02:16 main:574] : INFO : Epoch 1856 | loss: 0.0310891 | val_loss: 0.0312153 | Time: 22370.2 ms [2021-09-26 02:02:39 main:574] : INFO : Epoch 1857 | loss: 0.0310787 | val_loss: 0.0312315 | Time: 23488.6 ms [2021-09-26 02:03:04 main:574] : INFO : Epoch 1858 | loss: 0.0310678 | val_loss: 0.0312207 | Time: 24244.3 ms [2021-09-26 02:03:28 main:574] : INFO : Epoch 1859 | loss: 0.0310609 | val_loss: 0.0312601 | Time: 23799.8 ms [2021-09-26 02:03:52 main:574] : INFO : Epoch 1860 | loss: 0.0310563 | val_loss: 0.0312462 | Time: 24083.1 ms [2021-09-26 02:04:15 main:574] : INFO : Epoch 1861 | loss: 0.0310545 | val_loss: 0.0312426 | Time: 22732.5 ms [2021-09-26 02:04:37 main:574] : INFO : Epoch 1862 | loss: 0.0310521 | val_loss: 0.0312508 | Time: 22148.4 ms [2021-09-26 02:05:01 main:574] : INFO : Epoch 1863 | loss: 0.0310544 | val_loss: 0.0312521 | Time: 23007.4 ms [2021-09-26 02:05:23 main:574] : INFO : Epoch 1864 | loss: 0.0310475 | val_loss: 0.0312425 | Time: 22498.6 ms [2021-09-26 02:05:46 main:574] : INFO : Epoch 1865 | loss: 0.0310468 | val_loss: 0.0312549 | Time: 22196.4 ms [2021-09-26 02:06:10 main:574] : INFO : Epoch 1866 | loss: 0.0310503 | val_loss: 0.0312316 | Time: 23871.5 ms [2021-09-26 02:06:34 main:574] : INFO : Epoch 1867 | loss: 0.0310499 | val_loss: 0.0312385 | Time: 23647 ms [2021-09-26 02:06:56 main:574] : INFO : Epoch 1868 | loss: 0.031052 | val_loss: 0.0312528 | Time: 21815.7 ms [2021-09-26 02:07:20 main:574] : INFO : Epoch 1869 | loss: 0.0310544 | val_loss: 0.0312338 | Time: 23885.2 ms [2021-09-26 02:07:43 main:574] : INFO : Epoch 1870 | loss: 0.0310624 | val_loss: 0.0312403 | Time: 22313.8 ms [2021-09-26 02:08:05 main:574] : INFO : Epoch 1871 | loss: 0.0310582 | val_loss: 0.0312617 | Time: 22478.7 ms [2021-09-26 02:08:28 main:574] : INFO : Epoch 1872 | loss: 0.0310526 | val_loss: 0.0312509 | Time: 22288.8 ms [2021-09-26 02:08:51 main:574] : INFO : Epoch 1873 | loss: 0.0310466 | val_loss: 0.0312487 | Time: 22844.5 ms [2021-09-26 02:09:15 main:574] : INFO : Epoch 1874 | loss: 0.0310489 | val_loss: 0.0312464 | Time: 24114.6 ms [2021-09-26 02:09:36 main:574] : INFO : Epoch 1875 | loss: 0.0310515 | val_loss: 0.0312629 | Time: 21463.9 ms [2021-09-26 02:10:01 main:574] : INFO : Epoch 1876 | loss: 0.0310491 | val_loss: 0.0312423 | Time: 24450.8 ms [2021-09-26 02:10:25 main:574] : INFO : Epoch 1877 | loss: 0.0310496 | val_loss: 0.0312426 | Time: 24011.5 ms [2021-09-26 02:10:48 main:574] : INFO : Epoch 1878 | loss: 0.03106 | val_loss: 0.0312502 | Time: 23205.4 ms [2021-09-26 02:11:13 main:574] : INFO : Epoch 1879 | loss: 0.031069 | val_loss: 0.0312407 | Time: 24024.3 ms [2021-09-26 02:11:36 main:574] : INFO : Epoch 1880 | loss: 0.031062 | val_loss: 0.0312441 | Time: 22847.6 ms [2021-09-26 02:12:00 main:574] : INFO : Epoch 1881 | loss: 0.031052 | val_loss: 0.031243 | Time: 24246.6 ms [2021-09-26 02:12:24 main:574] : INFO : Epoch 1882 | loss: 0.0310465 | val_loss: 0.0312355 | Time: 23368.4 ms [2021-09-26 02:12:46 main:574] : INFO : Epoch 1883 | loss: 0.0310461 | val_loss: 0.0312516 | Time: 21911.9 ms [2021-09-26 02:13:10 main:574] : INFO : Epoch 1884 | loss: 0.0310453 | val_loss: 0.031259 | Time: 23638.5 ms [2021-09-26 02:13:34 main:574] : INFO : Epoch 1885 | loss: 0.0310512 | val_loss: 0.0312403 | Time: 23919.5 ms [2021-09-26 02:13:56 main:574] : INFO : Epoch 1886 | loss: 0.0310558 | val_loss: 0.0312614 | Time: 22241 ms [2021-09-26 02:14:20 main:574] : INFO : Epoch 1887 | loss: 0.0310505 | val_loss: 0.0312679 | Time: 23261.9 ms [2021-09-26 02:14:43 main:574] : INFO : Epoch 1888 | loss: 0.0310466 | val_loss: 0.0312325 | Time: 22771.1 ms [2021-09-26 02:15:06 main:574] : INFO : Epoch 1889 | loss: 0.0310617 | val_loss: 0.0312365 | Time: 23064.9 ms [2021-09-26 02:15:29 main:574] : INFO : Epoch 1890 | loss: 0.0310599 | val_loss: 0.0312409 | Time: 23452.5 ms [2021-09-26 02:15:53 main:574] : INFO : Epoch 1891 | loss: 0.0310547 | val_loss: 0.0312365 | Time: 23061.9 ms [2021-09-26 02:16:16 main:574] : INFO : Epoch 1892 | loss: 0.0310487 | val_loss: 0.0312479 | Time: 22774.5 ms [2021-09-26 02:16:38 main:574] : INFO : Epoch 1893 | loss: 0.0310514 | val_loss: 0.0312573 | Time: 22446.5 ms [2021-09-26 02:17:03 main:574] : INFO : Epoch 1894 | loss: 0.0310483 | val_loss: 0.0312532 | Time: 24005.3 ms [2021-09-26 02:17:26 main:574] : INFO : Epoch 1895 | loss: 0.0310716 | val_loss: 0.0312383 | Time: 22907.1 ms [2021-09-26 02:17:48 main:574] : INFO : Epoch 1896 | loss: 0.0310595 | val_loss: 0.0312391 | Time: 22489 ms [2021-09-26 02:18:12 main:574] : INFO : Epoch 1897 | loss: 0.0310486 | val_loss: 0.0312501 | Time: 22854.4 ms [2021-09-26 02:18:34 main:574] : INFO : Epoch 1898 | loss: 0.0310448 | val_loss: 0.0312436 | Time: 22742.5 ms [2021-09-26 02:18:55 main:574] : INFO : Epoch 1899 | loss: 0.0310552 | val_loss: 0.0312325 | Time: 20704.1 ms [2021-09-26 02:19:17 main:574] : INFO : Epoch 1900 | loss: 0.0310573 | val_loss: 0.0312498 | Time: 21982.2 ms [2021-09-26 02:19:35 main:574] : INFO : Epoch 1901 | loss: 0.0310568 | val_loss: 0.0312394 | Time: 17794.1 ms [2021-09-26 02:19:52 main:574] : INFO : Epoch 1902 | loss: 0.0310456 | val_loss: 0.0312543 | Time: 16698.3 ms [2021-09-26 02:20:09 main:574] : INFO : Epoch 1903 | loss: 0.0310456 | val_loss: 0.0312566 | Time: 16669.4 ms [2021-09-26 02:20:26 main:574] : INFO : Epoch 1904 | loss: 0.0310465 | val_loss: 0.0312499 | Time: 17037.1 ms [2021-09-26 02:20:45 main:574] : INFO : Epoch 1905 | loss: 0.0310733 | val_loss: 0.0312072 | Time: 19301.9 ms [2021-09-26 02:21:07 main:574] : INFO : Epoch 1906 | loss: 0.0311918 | val_loss: 0.0312257 | Time: 21294.5 ms [2021-09-26 02:21:26 main:574] : INFO : Epoch 1907 | loss: 0.0312732 | val_loss: 0.0320065 | Time: 18770.3 ms [2021-09-26 02:21:43 main:574] : INFO : Epoch 1908 | loss: 0.0322496 | val_loss: 0.0314293 | Time: 17216.5 ms [2021-09-26 02:22:00 main:574] : INFO : Epoch 1909 | loss: 0.0374476 | val_loss: 0.0324496 | Time: 16842.4 ms [2021-09-26 02:22:17 main:574] : INFO : Epoch 1910 | loss: 0.0320234 | val_loss: 0.0314954 | Time: 16807.6 ms [2021-09-26 02:22:35 main:574] : INFO : Epoch 1911 | loss: 0.0313912 | val_loss: 0.0312961 | Time: 17956.5 ms [2021-09-26 02:22:54 main:574] : INFO : Epoch 1912 | loss: 0.0312788 | val_loss: 0.031264 | Time: 18515.7 ms [2021-09-26 02:23:15 main:574] : INFO : Epoch 1913 | loss: 0.0312564 | val_loss: 0.0312519 | Time: 21179.5 ms [2021-09-26 02:23:37 main:574] : INFO : Epoch 1914 | loss: 0.0312517 | val_loss: 0.03125 | Time: 21441 ms [2021-09-26 02:24:00 main:574] : INFO : Epoch 1915 | loss: 0.0312507 | val_loss: 0.03125 | Time: 23067.5 ms [2021-09-26 02:24:24 main:574] : INFO : Epoch 1916 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 23337.6 ms [2021-09-26 02:24:46 main:574] : INFO : Epoch 1917 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 22147.2 ms [2021-09-26 02:25:07 main:574] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 21508.6 ms [2021-09-26 02:25:29 main:574] : INFO : Epoch 1919 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 21310.4 ms [2021-09-26 02:25:47 main:574] : INFO : Epoch 1920 | loss: 0.0312507 | val_loss: 0.0312488 | Time: 17700.4 ms [2021-09-26 02:26:10 main:574] : INFO : Epoch 1921 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 23179.1 ms [2021-09-26 02:26:29 main:574] : INFO : Epoch 1922 | loss: 0.0312495 | val_loss: 0.0312481 | Time: 18642.2 ms [2021-09-26 02:26:46 main:574] : INFO : Epoch 1923 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 17226.9 ms [2021-09-26 02:27:06 main:574] : INFO : Epoch 1924 | loss: 0.031249 | val_loss: 0.031248 | Time: 19780.6 ms [2021-09-26 02:27:29 main:574] : INFO : Epoch 1925 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 22502.8 ms [2021-09-26 02:27:47 main:574] : INFO : Epoch 1926 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 17879.7 ms [2021-09-26 02:28:10 main:574] : INFO : Epoch 1927 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 23120.2 ms [2021-09-26 02:28:30 main:574] : INFO : Epoch 1928 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 19853.3 ms [2021-09-26 02:28:47 main:574] : INFO : Epoch 1929 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 16562 ms [2021-09-26 02:29:05 main:574] : INFO : Epoch 1930 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 17465.7 ms [2021-09-26 02:29:22 main:574] : INFO : Epoch 1931 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 16828.2 ms [2021-09-26 02:29:39 main:574] : INFO : Epoch 1932 | loss: 0.0312488 | val_loss: 0.0312465 | Time: 17150.4 ms [2021-09-26 02:29:56 main:574] : INFO : Epoch 1933 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 17305 ms [2021-09-26 02:30:15 main:574] : INFO : Epoch 1934 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 18389.2 ms [2021-09-26 02:30:33 main:574] : INFO : Epoch 1935 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 17927.7 ms [2021-09-26 02:30:54 main:574] : INFO : Epoch 1936 | loss: 0.031246 | val_loss: 0.0312444 | Time: 21264.2 ms [2021-09-26 02:31:15 main:574] : INFO : Epoch 1937 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 20153.2 ms [2021-09-26 02:31:32 main:574] : INFO : Epoch 1938 | loss: 0.0312461 | val_loss: 0.0312434 | Time: 17012.6 ms [2021-09-26 02:31:49 main:574] : INFO : Epoch 1939 | loss: 0.0312457 | val_loss: 0.031244 | Time: 16968.3 ms [2021-09-26 02:32:07 main:574] : INFO : Epoch 1940 | loss: 0.0312452 | val_loss: 0.0312426 | Time: 17483.2 ms [2021-09-26 02:32:24 main:574] : INFO : Epoch 1941 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 17659.6 ms [2021-09-26 02:32:46 main:574] : INFO : Epoch 1942 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 22117.3 ms [2021-09-26 02:33:09 main:574] : INFO : Epoch 1943 | loss: 0.0312444 | val_loss: 0.0312429 | Time: 22901.3 ms [2021-09-26 02:33:34 main:574] : INFO : Epoch 1944 | loss: 0.0312447 | val_loss: 0.0312411 | Time: 24503 ms [2021-09-26 02:33:56 main:574] : INFO : Epoch 1945 | loss: 0.0312418 | val_loss: 0.0312399 | Time: 21717.2 ms [2021-09-26 02:34:18 main:574] : INFO : Epoch 1946 | loss: 0.0312431 | val_loss: 0.0312399 | Time: 21242 ms [2021-09-26 02:34:36 main:574] : INFO : Epoch 1947 | loss: 0.0312422 | val_loss: 0.0312395 | Time: 18523.7 ms [2021-09-26 02:34:54 main:574] : INFO : Epoch 1948 | loss: 0.0312422 | val_loss: 0.0312386 | Time: 17451.4 ms [2021-09-26 02:35:13 main:574] : INFO : Epoch 1949 | loss: 0.0312396 | val_loss: 0.031238 | Time: 19128 ms [2021-09-26 02:35:36 main:574] : INFO : Epoch 1950 | loss: 0.0312405 | val_loss: 0.0312369 | Time: 23157.4 ms [2021-09-26 02:35:54 main:574] : INFO : Epoch 1951 | loss: 0.0312396 | val_loss: 0.0312359 | Time: 17849.9 ms [2021-09-26 02:36:12 main:574] : INFO : Epoch 1952 | loss: 0.0312413 | val_loss: 0.0312355 | Time: 17501.4 ms [2021-09-26 02:36:29 main:574] : INFO : Epoch 1953 | loss: 0.0312377 | val_loss: 0.0312347 | Time: 17297.2 ms [2021-09-26 02:36:47 main:574] : INFO : Epoch 1954 | loss: 0.0312354 | val_loss: 0.0312347 | Time: 17554.7 ms [2021-09-26 02:37:06 main:574] : INFO : Epoch 1955 | loss: 0.0312427 | val_loss: 0.0312366 | Time: 18826.1 ms [2021-09-26 02:37:27 main:574] : INFO : Epoch 1956 | loss: 0.0312511 | val_loss: 0.031272 | Time: 21133.7 ms [2021-09-26 02:37:46 main:574] : INFO : Epoch 1957 | loss: 0.0312487 | val_loss: 0.0312512 | Time: 18549 ms [2021-09-26 02:38:04 main:574] : INFO : Epoch 1958 | loss: 0.0312386 | val_loss: 0.0312418 | Time: 17778.1 ms [2021-09-26 02:38:21 main:574] : INFO : Epoch 1959 | loss: 0.0312407 | val_loss: 0.031233 | Time: 16966.9 ms [2021-09-26 02:38:43 main:574] : INFO : Epoch 1960 | loss: 0.0312354 | val_loss: 0.031232 | Time: 21909.8 ms [2021-09-26 02:39:07 main:574] : INFO : Epoch 1961 | loss: 0.0312342 | val_loss: 0.0312324 | Time: 23278.8 ms [2021-09-26 02:39:29 main:574] : INFO : Epoch 1962 | loss: 0.0312343 | val_loss: 0.0312391 | Time: 22306.5 ms [2021-09-26 02:39:53 main:574] : INFO : Epoch 1963 | loss: 0.0312341 | val_loss: 0.0312294 | Time: 23458.9 ms [2021-09-26 02:40:16 main:574] : INFO : Epoch 1964 | loss: 0.0312319 | val_loss: 0.0312293 | Time: 23536.5 ms [2021-09-26 02:40:38 main:574] : INFO : Epoch 1965 | loss: 0.0312322 | val_loss: 0.0312298 | Time: 21448.4 ms [2021-09-26 02:41:02 main:574] : INFO : Epoch 1966 | loss: 0.0312331 | val_loss: 0.0312269 | Time: 23782.4 ms [2021-09-26 02:41:26 main:574] : INFO : Epoch 1967 | loss: 0.0312312 | val_loss: 0.0312394 | Time: 23812.2 ms [2021-09-26 02:41:48 main:574] : INFO : Epoch 1968 | loss: 0.0312337 | val_loss: 0.0312326 | Time: 22081.2 ms [2021-09-26 02:42:12 main:574] : INFO : Epoch 1969 | loss: 0.0312333 | val_loss: 0.03123 | Time: 24050.1 ms [2021-09-26 02:42:42 main:574] : INFO : Epoch 1970 | loss: 0.0312366 | val_loss: 0.0312262 | Time: 29905 ms [2021-09-26 02:43:06 main:574] : INFO : Epoch 1971 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 23445.6 ms [2021-09-26 02:43:28 main:574] : INFO : Epoch 1972 | loss: 0.03123 | val_loss: 0.0312283 | Time: 21207.8 ms [2021-09-26 02:43:50 main:574] : INFO : Epoch 1973 | loss: 0.0312277 | val_loss: 0.0312301 | Time: 22723.7 ms [2021-09-26 02:44:14 main:574] : INFO : Epoch 1974 | loss: 0.0312271 | val_loss: 0.0312261 | Time: 23517.5 ms [2021-09-26 02:44:37 main:574] : INFO : Epoch 1975 | loss: 0.0312308 | val_loss: 0.0312413 | Time: 23014.9 ms [2021-09-26 02:44:59 main:574] : INFO : Epoch 1976 | loss: 0.0312322 | val_loss: 0.0312308 | Time: 21855.1 ms [2021-09-26 02:45:23 main:574] : INFO : Epoch 1977 | loss: 0.0312243 | val_loss: 0.031224 | Time: 23333.2 ms [2021-09-26 02:45:47 main:574] : INFO : Epoch 1978 | loss: 0.031227 | val_loss: 0.031236 | Time: 23575 ms [2021-09-26 02:46:09 main:574] : INFO : Epoch 1979 | loss: 0.031224 | val_loss: 0.0312248 | Time: 22548 ms [2021-09-26 02:46:33 main:574] : INFO : Epoch 1980 | loss: 0.0312268 | val_loss: 0.0312255 | Time: 23645.1 ms [2021-09-26 02:46:57 main:574] : INFO : Epoch 1981 | loss: 0.0312222 | val_loss: 0.0312251 | Time: 23252.5 ms [2021-09-26 02:47:20 main:574] : INFO : Epoch 1982 | loss: 0.031227 | val_loss: 0.0312322 | Time: 23306.2 ms [2021-09-26 02:47:43 main:574] : INFO : Epoch 1983 | loss: 0.0312242 | val_loss: 0.0312403 | Time: 22671.9 ms [2021-09-26 02:48:07 main:574] : INFO : Epoch 1984 | loss: 0.031222 | val_loss: 0.0312205 | Time: 23573.6 ms [2021-09-26 02:48:30 main:574] : INFO : Epoch 1985 | loss: 0.0312203 | val_loss: 0.0312254 | Time: 23655.9 ms [2021-09-26 02:48:54 main:574] : INFO : Epoch 1986 | loss: 0.0312205 | val_loss: 0.0312335 | Time: 23080.6 ms [2021-09-26 02:49:17 main:574] : INFO : Epoch 1987 | loss: 0.0312389 | val_loss: 0.0312519 | Time: 22718.7 ms [2021-09-26 02:49:39 main:574] : INFO : Epoch 1988 | loss: 0.0312427 | val_loss: 0.0312352 | Time: 21662.5 ms [2021-09-26 02:50:03 main:574] : INFO : Epoch 1989 | loss: 0.0312256 | val_loss: 0.0312226 | Time: 24288.7 ms [2021-09-26 02:50:27 main:574] : INFO : Epoch 1990 | loss: 0.0312227 | val_loss: 0.031224 | Time: 23645.6 ms [2021-09-26 02:50:48 main:574] : INFO : Epoch 1991 | loss: 0.0312307 | val_loss: 0.0312235 | Time: 21436 ms [2021-09-26 02:51:12 main:574] : INFO : Epoch 1992 | loss: 0.0312195 | val_loss: 0.0312214 | Time: 23262.1 ms [2021-09-26 02:51:36 main:574] : INFO : Epoch 1993 | loss: 0.0312189 | val_loss: 0.0312187 | Time: 23707.1 ms [2021-09-26 02:51:58 main:574] : INFO : Epoch 1994 | loss: 0.0312195 | val_loss: 0.0312259 | Time: 22370.5 ms [2021-09-26 02:52:22 main:574] : INFO : Epoch 1995 | loss: 0.0312231 | val_loss: 0.0312186 | Time: 23702.2 ms [2021-09-26 02:52:45 main:574] : INFO : Epoch 1996 | loss: 0.0312189 | val_loss: 0.0312257 | Time: 22992.7 ms [2021-09-26 02:53:08 main:574] : INFO : Epoch 1997 | loss: 0.0312228 | val_loss: 0.0312269 | Time: 22734.7 ms [2021-09-26 02:53:32 main:574] : INFO : Epoch 1998 | loss: 0.0312202 | val_loss: 0.0312188 | Time: 22978.8 ms [2021-09-26 02:53:55 main:574] : INFO : Epoch 1999 | loss: 0.0312169 | val_loss: 0.0312177 | Time: 23200.2 ms [2021-09-26 02:54:18 main:574] : INFO : Epoch 2000 | loss: 0.0312234 | val_loss: 0.0312199 | Time: 22778.7 ms [2021-09-26 02:54:40 main:574] : INFO : Epoch 2001 | loss: 0.0312225 | val_loss: 0.031223 | Time: 22467.6 ms [2021-09-26 02:55:04 main:574] : INFO : Epoch 2002 | loss: 0.0312183 | val_loss: 0.0312232 | Time: 23700.2 ms [2021-09-26 02:55:28 main:574] : INFO : Epoch 2003 | loss: 0.0312207 | val_loss: 0.0312181 | Time: 22804.5 ms [2021-09-26 02:55:50 main:574] : INFO : Epoch 2004 | loss: 0.0312189 | val_loss: 0.0312351 | Time: 22319.9 ms [2021-09-26 02:56:13 main:574] : INFO : Epoch 2005 | loss: 0.0312259 | val_loss: 0.0312224 | Time: 23165.4 ms [2021-09-26 02:56:39 main:574] : INFO : Epoch 2006 | loss: 0.0312183 | val_loss: 0.03122 | Time: 25618.1 ms [2021-09-26 02:57:05 main:574] : INFO : Epoch 2007 | loss: 0.0312173 | val_loss: 0.0312272 | Time: 25379 ms [2021-09-26 02:57:28 main:574] : INFO : Epoch 2008 | loss: 0.0312225 | val_loss: 0.0312205 | Time: 22906.3 ms [2021-09-26 02:57:50 main:574] : INFO : Epoch 2009 | loss: 0.0312174 | val_loss: 0.0312325 | Time: 22483.1 ms [2021-09-26 02:58:15 main:574] : INFO : Epoch 2010 | loss: 0.031222 | val_loss: 0.0312169 | Time: 23980 ms [2021-09-26 02:58:37 main:574] : INFO : Epoch 2011 | loss: 0.031222 | val_loss: 0.0312172 | Time: 22690.6 ms [2021-09-26 02:59:00 main:574] : INFO : Epoch 2012 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 22932.1 ms [2021-09-26 02:59:24 main:574] : INFO : Epoch 2013 | loss: 0.0312193 | val_loss: 0.0312237 | Time: 23455.9 ms [2021-09-26 02:59:48 main:574] : INFO : Epoch 2014 | loss: 0.031216 | val_loss: 0.0312186 | Time: 23252.1 ms [2021-09-26 03:00:11 main:574] : INFO : Epoch 2015 | loss: 0.0312172 | val_loss: 0.0312209 | Time: 23175.4 ms [2021-09-26 03:00:35 main:574] : INFO : Epoch 2016 | loss: 0.0312217 | val_loss: 0.0312199 | Time: 23531.2 ms [2021-09-26 03:00:56 main:574] : INFO : Epoch 2017 | loss: 0.0312241 | val_loss: 0.0312451 | Time: 20607.1 ms [2021-09-26 03:01:18 main:574] : INFO : Epoch 2018 | loss: 0.0312233 | val_loss: 0.031227 | Time: 22220.8 ms [2021-09-26 03:01:41 main:574] : INFO : Epoch 2019 | loss: 0.03122 | val_loss: 0.0312404 | Time: 22487.3 ms [2021-09-26 03:02:05 main:574] : INFO : Epoch 2020 | loss: 0.0312258 | val_loss: 0.0312287 | Time: 24511.9 ms [2021-09-26 03:02:28 main:574] : INFO : Epoch 2021 | loss: 0.0312191 | val_loss: 0.0312166 | Time: 22551.9 ms [2021-09-26 03:02:50 main:574] : INFO : Epoch 2022 | loss: 0.0312158 | val_loss: 0.0312199 | Time: 22028.7 ms [2021-09-26 03:03:14 main:574] : INFO : Epoch 2023 | loss: 0.0312147 | val_loss: 0.0312228 | Time: 23908.6 ms [2021-09-26 03:03:38 main:574] : INFO : Epoch 2024 | loss: 0.0312209 | val_loss: 0.0312425 | Time: 24158.3 ms [2021-09-26 03:04:01 main:574] : INFO : Epoch 2025 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 22755 ms [2021-09-26 03:04:26 main:574] : INFO : Epoch 2026 | loss: 0.0312162 | val_loss: 0.0312166 | Time: 24506.9 ms [2021-09-26 03:04:48 main:574] : INFO : Epoch 2027 | loss: 0.0312132 | val_loss: 0.0312185 | Time: 22225.9 ms [2021-09-26 03:05:12 main:574] : INFO : Epoch 2028 | loss: 0.0312219 | val_loss: 0.0312242 | Time: 23495.7 ms [2021-09-26 03:05:36 main:574] : INFO : Epoch 2029 | loss: 0.0312138 | val_loss: 0.0312184 | Time: 23652.2 ms [2021-09-26 03:05:59 main:574] : INFO : Epoch 2030 | loss: 0.0312167 | val_loss: 0.0312169 | Time: 22191.6 ms [2021-09-26 03:06:21 main:574] : INFO : Epoch 2031 | loss: 0.0312154 | val_loss: 0.0312156 | Time: 22687.6 ms [2021-09-26 03:06:45 main:574] : INFO : Epoch 2032 | loss: 0.0312179 | val_loss: 0.0312264 | Time: 23168.8 ms [2021-09-26 03:07:07 main:574] : INFO : Epoch 2033 | loss: 0.0312153 | val_loss: 0.0312151 | Time: 22418.6 ms [2021-09-26 03:07:29 main:574] : INFO : Epoch 2034 | loss: 0.031212 | val_loss: 0.0312159 | Time: 21015.3 ms [2021-09-26 03:07:52 main:574] : INFO : Epoch 2035 | loss: 0.0312118 | val_loss: 0.0312152 | Time: 23299.6 ms [2021-09-26 03:08:17 main:574] : INFO : Epoch 2036 | loss: 0.0312118 | val_loss: 0.0312147 | Time: 25061.7 ms [2021-09-26 03:08:39 main:574] : INFO : Epoch 2037 | loss: 0.031214 | val_loss: 0.0312214 | Time: 20946.3 ms [2021-09-26 03:09:02 main:574] : INFO : Epoch 2038 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 23391.1 ms [2021-09-26 03:09:26 main:574] : INFO : Epoch 2039 | loss: 0.0312156 | val_loss: 0.0312164 | Time: 23702.8 ms [2021-09-26 03:09:49 main:574] : INFO : Epoch 2040 | loss: 0.0312186 | val_loss: 0.0312164 | Time: 22127.5 ms [2021-09-26 03:10:11 main:574] : INFO : Epoch 2041 | loss: 0.0312132 | val_loss: 0.031214 | Time: 22882.9 ms [2021-09-26 03:10:35 main:574] : INFO : Epoch 2042 | loss: 0.0312118 | val_loss: 0.031231 | Time: 23803 ms [2021-09-26 03:10:59 main:574] : INFO : Epoch 2043 | loss: 0.031216 | val_loss: 0.0312145 | Time: 23145 ms [2021-09-26 03:11:21 main:574] : INFO : Epoch 2044 | loss: 0.0312153 | val_loss: 0.031217 | Time: 22479.8 ms [2021-09-26 03:11:43 main:574] : INFO : Epoch 2045 | loss: 0.0312122 | val_loss: 0.0312142 | Time: 21956.6 ms [2021-09-26 03:12:06 main:574] : INFO : Epoch 2046 | loss: 0.0312141 | val_loss: 0.0312131 | Time: 21994.6 ms [2021-09-26 03:12:27 main:574] : INFO : Epoch 2047 | loss: 0.0312123 | val_loss: 0.0312183 | Time: 20961.4 ms [2021-09-26 03:12:44 main:574] : INFO : Epoch 2048 | loss: 0.0312114 | val_loss: 0.0312196 | Time: 17057.6 ms [2021-09-26 03:12:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312196 [2021-09-26 03:12:44 main:603] : INFO : Saving end state to config to file [2021-09-26 03:12:45 main:608] : INFO : Success, exiting.. 03:12:45 (20452): 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)