Task 7527270
| Name | ParityModified-1631730651-3323-1_0 |
| Workunit | 5189782 |
| Created | 22 Sep 2021, 10:21:47 UTC |
| Sent | 27 Sep 2021, 1:33:47 UTC |
| Report deadline | 4 Oct 2021, 1:33:47 UTC |
| Received | 27 Sep 2021, 9:06:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 2 hours 59 min 15 sec |
| CPU time | 2 hours 50 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21:48 main:574] : INFO : Epoch 1542 | loss: 0.0311305 | val_loss: 0.031183 | Time: 5223.27 ms [2021-09-27 03:21:53 main:574] : INFO : Epoch 1543 | loss: 0.0311233 | val_loss: 0.0311781 | Time: 5238.87 ms [2021-09-27 03:21:59 main:574] : INFO : Epoch 1544 | loss: 0.0311255 | val_loss: 0.0311747 | Time: 5204.03 ms [2021-09-27 03:22:04 main:574] : INFO : Epoch 1545 | loss: 0.031125 | val_loss: 0.0311807 | Time: 5195.93 ms [2021-09-27 03:22:09 main:574] : INFO : Epoch 1546 | loss: 0.0311246 | val_loss: 0.031182 | Time: 5209.72 ms [2021-09-27 03:22:14 main:574] : INFO : Epoch 1547 | loss: 0.0311258 | val_loss: 0.0311798 | Time: 5064.87 ms [2021-09-27 03:22:19 main:574] : INFO : Epoch 1548 | loss: 0.0311226 | val_loss: 0.0311742 | Time: 5345.2 ms [2021-09-27 03:22:25 main:574] : INFO : Epoch 1549 | loss: 0.031124 | val_loss: 0.0311761 | Time: 5286.06 ms [2021-09-27 03:22:30 main:574] : INFO : Epoch 1550 | loss: 0.0311232 | val_loss: 0.0311827 | Time: 5356.61 ms [2021-09-27 03:22:35 main:574] : INFO : Epoch 1551 | loss: 0.0311246 | val_loss: 0.0311784 | Time: 5151.44 ms [2021-09-27 03:22:41 main:574] : INFO : Epoch 1552 | loss: 0.0311207 | val_loss: 0.0311793 | Time: 5287.12 ms [2021-09-27 03:22:46 main:574] : INFO : Epoch 1553 | loss: 0.0311226 | val_loss: 0.0311803 | Time: 5517.54 ms [2021-09-27 03:22:51 main:574] : INFO : Epoch 1554 | loss: 0.0311216 | val_loss: 0.0311829 | Time: 5181.22 ms [2021-09-27 03:22:56 main:574] : INFO : Epoch 1555 | loss: 0.0311213 | val_loss: 0.0311839 | Time: 5193.18 ms [2021-09-27 03:23:02 main:574] : INFO : Epoch 1556 | loss: 0.0311238 | val_loss: 0.0311922 | Time: 5250.44 ms [2021-09-27 03:23:07 main:574] : INFO : Epoch 1557 | loss: 0.0311256 | val_loss: 0.0311781 | Time: 5168.54 ms [2021-09-27 03:23:12 main:574] : INFO : Epoch 1558 | loss: 0.0311221 | val_loss: 0.0311932 | Time: 5130.47 ms [2021-09-27 03:23:17 main:574] : INFO : Epoch 1559 | loss: 0.0311199 | val_loss: 0.0311791 | Time: 5206.14 ms [2021-09-27 03:23:23 main:574] : INFO : Epoch 1560 | loss: 0.0311169 | val_loss: 0.031182 | Time: 5337.24 ms [2021-09-27 03:23:28 main:574] : INFO : Epoch 1561 | loss: 0.0311166 | val_loss: 0.031194 | Time: 5008.05 ms [2021-09-27 03:23:33 main:574] : INFO : Epoch 1562 | loss: 0.0311211 | val_loss: 0.0311773 | Time: 5247.91 ms [2021-09-27 03:23:38 main:574] : INFO : Epoch 1563 | loss: 0.0311187 | val_loss: 0.0311852 | Time: 5120.93 ms [2021-09-27 03:23:43 main:574] : INFO : Epoch 1564 | loss: 0.0311163 | val_loss: 0.031182 | Time: 5322.25 ms [2021-09-27 03:23:49 main:574] : INFO : Epoch 1565 | loss: 0.0311171 | val_loss: 0.0311844 | Time: 5305.35 ms [2021-09-27 03:23:54 main:574] : INFO : Epoch 1566 | loss: 0.03112 | val_loss: 0.0311862 | Time: 5264.94 ms [2021-09-27 03:23:59 main:574] : INFO : Epoch 1567 | loss: 0.031122 | val_loss: 0.0311901 | Time: 5224.92 ms [2021-09-27 03:24:04 main:574] : INFO : Epoch 1568 | loss: 0.0311186 | val_loss: 0.0311825 | Time: 5099.47 ms [2021-09-27 03:24:10 main:574] : INFO : Epoch 1569 | loss: 0.0311182 | val_loss: 0.0311846 | Time: 5485.85 ms [2021-09-27 03:24:15 main:574] : INFO : Epoch 1570 | loss: 0.0311132 | val_loss: 0.0311911 | Time: 5157.69 ms [2021-09-27 03:24:20 main:574] : INFO : Epoch 1571 | loss: 0.0311157 | val_loss: 0.0311826 | Time: 5475.47 ms [2021-09-27 03:24:25 main:574] : INFO : Epoch 1572 | loss: 0.0311223 | val_loss: 0.0312003 | Time: 5161.19 ms [2021-09-27 03:24:31 main:574] : INFO : Epoch 1573 | loss: 0.0311228 | val_loss: 0.0311845 | Time: 5298.5 ms [2021-09-27 03:24:36 main:574] : INFO : Epoch 1574 | loss: 0.0311162 | val_loss: 0.0311835 | Time: 5255.64 ms [2021-09-27 03:24:41 main:574] : INFO : Epoch 1575 | loss: 0.0311189 | val_loss: 0.0311821 | Time: 5230.67 ms [2021-09-27 03:24:46 main:574] : INFO : Epoch 1576 | loss: 0.0311214 | val_loss: 0.0311789 | Time: 5233.62 ms [2021-09-27 03:24:52 main:574] : INFO : Epoch 1577 | loss: 0.031119 | val_loss: 0.0311925 | Time: 5237.55 ms [2021-09-27 03:24:57 main:574] : INFO : Epoch 1578 | loss: 0.0311198 | val_loss: 0.0311903 | Time: 5156.87 ms [2021-09-27 03:25:02 main:574] : INFO : Epoch 1579 | loss: 0.0311249 | val_loss: 0.0311832 | Time: 5363.55 ms [2021-09-27 03:25:07 main:574] : INFO : Epoch 1580 | loss: 0.0311258 | val_loss: 0.0311922 | Time: 5099.42 ms [2021-09-27 03:25:13 main:574] : INFO : Epoch 1581 | loss: 0.0311122 | val_loss: 0.0311851 | Time: 5263.18 ms [2021-09-27 03:25:18 main:574] : INFO : Epoch 1582 | loss: 0.0311131 | val_loss: 0.0311928 | Time: 5378.52 ms [2021-09-27 03:25:23 main:574] : INFO : Epoch 1583 | loss: 0.0311136 | val_loss: 0.031195 | Time: 5283.32 ms [2021-09-27 03:25:29 main:574] : INFO : Epoch 1584 | loss: 0.0311191 | val_loss: 0.0311863 | Time: 5523.63 ms [2021-09-27 03:25:34 main:574] : INFO : Epoch 1585 | loss: 0.0311152 | val_loss: 0.031187 | Time: 5224.73 ms [2021-09-27 03:25:39 main:574] : INFO : Epoch 1586 | loss: 0.0311135 | val_loss: 0.0311859 | Time: 5097.32 ms [2021-09-27 03:25:44 main:574] : INFO : Epoch 1587 | loss: 0.0311137 | val_loss: 0.0311927 | Time: 5200.37 ms [2021-09-27 03:25:50 main:574] : INFO : Epoch 1588 | loss: 0.0311273 | val_loss: 0.0311841 | Time: 5453.38 ms [2021-09-27 03:25:55 main:574] : INFO : Epoch 1589 | loss: 0.0311281 | val_loss: 0.0311857 | Time: 5496.27 ms [2021-09-27 03:26:00 main:574] : INFO : Epoch 1590 | loss: 0.0311231 | val_loss: 0.0311787 | Time: 5182.53 ms [2021-09-27 03:26:06 main:574] : INFO : Epoch 1591 | loss: 0.0311204 | val_loss: 0.031191 | Time: 5413.77 ms [2021-09-27 03:26:11 main:574] : INFO : Epoch 1592 | loss: 0.0311212 | val_loss: 0.0311872 | Time: 5587.18 ms [2021-09-27 03:26:17 main:574] : INFO : Epoch 1593 | loss: 0.0311166 | val_loss: 0.0311915 | Time: 5235.86 ms [2021-09-27 03:26:22 main:574] : INFO : Epoch 1594 | loss: 0.0311135 | val_loss: 0.03119 | Time: 5156.7 ms [2021-09-27 03:26:27 main:574] : INFO : Epoch 1595 | loss: 0.0311125 | val_loss: 0.0311904 | Time: 5278.67 ms [2021-09-27 03:26:33 main:574] : INFO : Epoch 1596 | loss: 0.0311108 | val_loss: 0.0311911 | Time: 5379.35 ms [2021-09-27 03:26:38 main:574] : INFO : Epoch 1597 | loss: 0.0311066 | val_loss: 0.0311857 | Time: 5275.83 ms [2021-09-27 03:26:43 main:574] : INFO : Epoch 1598 | loss: 0.0311057 | val_loss: 0.0311851 | Time: 5220.23 ms [2021-09-27 03:26:48 main:574] : INFO : Epoch 1599 | loss: 0.0311042 | val_loss: 0.0311936 | Time: 5343.62 ms [2021-09-27 03:26:54 main:574] : INFO : Epoch 1600 | loss: 0.0311032 | val_loss: 0.0311873 | Time: 5147.83 ms [2021-09-27 03:26:59 main:574] : INFO : Epoch 1601 | loss: 0.0311043 | val_loss: 0.0311899 | Time: 5169.1 ms [2021-09-27 03:27:04 main:574] : INFO : Epoch 1602 | loss: 0.0311057 | val_loss: 0.0311958 | Time: 5298.91 ms [2021-09-27 03:27:09 main:574] : INFO : Epoch 1603 | loss: 0.0311064 | val_loss: 0.0311865 | Time: 5282.53 ms [2021-09-27 03:27:14 main:574] : INFO : Epoch 1604 | loss: 0.0311048 | val_loss: 0.0311905 | Time: 5085.65 ms [2021-09-27 03:27:20 main:574] : INFO : Epoch 1605 | loss: 0.0311061 | val_loss: 0.0311958 | Time: 5187.23 ms [2021-09-27 03:27:25 main:574] : INFO : Epoch 1606 | loss: 0.0311056 | val_loss: 0.0311886 | Time: 5011.3 ms [2021-09-27 03:27:30 main:574] : INFO : Epoch 1607 | loss: 0.0311048 | val_loss: 0.0311938 | Time: 5295.15 ms [2021-09-27 03:27:35 main:574] : INFO : Epoch 1608 | loss: 0.0311073 | val_loss: 0.0311871 | Time: 5419.27 ms [2021-09-27 03:27:41 main:574] : INFO : Epoch 1609 | loss: 0.0311119 | val_loss: 0.0311908 | Time: 5266.64 ms [2021-09-27 03:27:46 main:574] : INFO : Epoch 1610 | loss: 0.0311165 | val_loss: 0.031204 | Time: 5193.79 ms [2021-09-27 03:27:51 main:574] : INFO : Epoch 1611 | loss: 0.0311101 | val_loss: 0.0311859 | Time: 5330.26 ms [2021-09-27 03:27:57 main:574] : INFO : Epoch 1612 | loss: 0.0311077 | val_loss: 0.0311879 | Time: 5593.38 ms [2021-09-27 03:28:02 main:574] : INFO : Epoch 1613 | loss: 0.0311025 | val_loss: 0.0311893 | Time: 5205.48 ms [2021-09-27 03:28:07 main:574] : INFO : Epoch 1614 | loss: 0.0311061 | val_loss: 0.0312029 | Time: 5455.74 ms [2021-09-27 03:28:13 main:574] : INFO : Epoch 1615 | loss: 0.0311056 | val_loss: 0.0311906 | Time: 5301.85 ms [2021-09-27 03:28:18 main:574] : INFO : Epoch 1616 | loss: 0.0311037 | val_loss: 0.0311985 | Time: 5114.71 ms [2021-09-27 03:28:23 main:574] : INFO : Epoch 1617 | loss: 0.0311047 | val_loss: 0.0312074 | Time: 5102.24 ms [2021-09-27 03:28:28 main:574] : INFO : Epoch 1618 | loss: 0.0311014 | val_loss: 0.0312004 | Time: 5268.77 ms [2021-09-27 03:28:33 main:574] : INFO : Epoch 1619 | loss: 0.0311121 | val_loss: 0.0311991 | Time: 5165.56 ms [2021-09-27 03:28:39 main:574] : INFO : Epoch 1620 | loss: 0.0311042 | val_loss: 0.0311906 | Time: 5303.01 ms [2021-09-27 03:28:44 main:574] : INFO : Epoch 1621 | loss: 0.0311003 | val_loss: 0.0311978 | Time: 5057.68 ms [2021-09-27 03:28:49 main:574] : INFO : Epoch 1622 | loss: 0.0310993 | val_loss: 0.0311954 | Time: 5247.78 ms [2021-09-27 03:28:54 main:574] : INFO : Epoch 1623 | loss: 0.0311003 | val_loss: 0.0311914 | Time: 5061.92 ms [2021-09-27 03:28:59 main:574] : INFO : Epoch 1624 | loss: 0.0311054 | val_loss: 0.031196 | Time: 5289.31 ms [2021-09-27 03:29:04 main:574] : INFO : Epoch 1625 | loss: 0.0311022 | val_loss: 0.031191 | Time: 5038.74 ms [2021-09-27 03:29:10 main:574] : INFO : Epoch 1626 | loss: 0.0311014 | val_loss: 0.0312094 | Time: 5157.9 ms [2021-09-27 03:29:15 main:574] : INFO : Epoch 1627 | loss: 0.0311031 | val_loss: 0.0312001 | Time: 5462.8 ms [2021-09-27 03:29:20 main:574] : INFO : Epoch 1628 | loss: 0.031103 | val_loss: 0.0311975 | Time: 5272.76 ms [2021-09-27 03:29:26 main:574] : INFO : Epoch 1629 | loss: 0.0311026 | val_loss: 0.031209 | Time: 5291.22 ms [2021-09-27 03:29:31 main:574] : INFO : Epoch 1630 | loss: 0.0311032 | val_loss: 0.0311932 | Time: 5266.65 ms [2021-09-27 03:29:36 main:574] : INFO : Epoch 1631 | loss: 0.0311018 | val_loss: 0.0311968 | Time: 5183.32 ms [2021-09-27 03:29:41 main:574] : INFO : Epoch 1632 | loss: 0.0311021 | val_loss: 0.0311965 | Time: 5201.33 ms [2021-09-27 03:29:47 main:574] : INFO : Epoch 1633 | loss: 0.0311046 | val_loss: 0.0311942 | Time: 5231.24 ms [2021-09-27 03:29:52 main:574] : INFO : Epoch 1634 | loss: 0.0311116 | val_loss: 0.0311935 | Time: 5089.39 ms [2021-09-27 03:29:57 main:574] : INFO : Epoch 1635 | loss: 0.0311115 | val_loss: 0.0311974 | Time: 5332.46 ms [2021-09-27 03:30:02 main:574] : INFO : Epoch 1636 | loss: 0.0311028 | val_loss: 0.0312019 | Time: 5144.14 ms [2021-09-27 03:30:07 main:574] : INFO : Epoch 1637 | loss: 0.0310992 | val_loss: 0.0311948 | Time: 5348 ms [2021-09-27 03:30:13 main:574] : INFO : Epoch 1638 | loss: 0.0311059 | val_loss: 0.0312017 | Time: 5182.6 ms [2021-09-27 03:30:18 main:574] : INFO : Epoch 1639 | loss: 0.0311007 | val_loss: 0.0311939 | Time: 5129.37 ms [2021-09-27 03:30:23 main:574] : INFO : Epoch 1640 | loss: 0.0311049 | val_loss: 0.0311968 | Time: 5342.81 ms [2021-09-27 03:30:28 main:574] : INFO : Epoch 1641 | loss: 0.031102 | val_loss: 0.0312049 | Time: 5163.13 ms [2021-09-27 03:30:34 main:574] : INFO : Epoch 1642 | loss: 0.0311013 | val_loss: 0.0311927 | Time: 5583.12 ms [2021-09-27 03:30:39 main:574] : INFO : Epoch 1643 | loss: 0.0311046 | val_loss: 0.0311944 | Time: 5051.31 ms [2021-09-27 03:30:44 main:574] : INFO : Epoch 1644 | loss: 0.0311083 | val_loss: 0.0311904 | Time: 5439.52 ms [2021-09-27 03:30:50 main:574] : INFO : Epoch 1645 | loss: 0.0311051 | val_loss: 0.0311957 | Time: 5261.23 ms [2021-09-27 03:30:55 main:574] : INFO : Epoch 1646 | loss: 0.0311038 | val_loss: 0.0311974 | Time: 5061.8 ms [2021-09-27 03:31:00 main:574] : INFO : Epoch 1647 | loss: 0.0311049 | val_loss: 0.0311924 | Time: 5250.39 ms [2021-09-27 03:31:05 main:574] : INFO : Epoch 1648 | loss: 0.0311025 | val_loss: 0.0311987 | Time: 5423.55 ms [2021-09-27 03:31:11 main:574] : INFO : Epoch 1649 | loss: 0.0311072 | val_loss: 0.0312044 | Time: 5535.4 ms [2021-09-27 03:31:16 main:574] : INFO : Epoch 1650 | loss: 0.0311089 | val_loss: 0.0311866 | Time: 5296.15 ms [2021-09-27 03:31:21 main:574] : INFO : Epoch 1651 | loss: 0.0311034 | val_loss: 0.0311959 | Time: 5242.5 ms [2021-09-27 03:31:27 main:574] : INFO : Epoch 1652 | loss: 0.0310981 | val_loss: 0.0311998 | Time: 5255.16 ms [2021-09-27 03:31:32 main:574] : INFO : Epoch 1653 | loss: 0.0310984 | val_loss: 0.031198 | Time: 5052.94 ms [2021-09-27 03:31:37 main:574] : INFO : Epoch 1654 | loss: 0.0311009 | val_loss: 0.0311962 | Time: 5252.98 ms [2021-09-27 03:31:42 main:574] : INFO : Epoch 1655 | loss: 0.0311076 | val_loss: 0.0311952 | Time: 5106.26 ms [2021-09-27 03:31:47 main:574] : INFO : Epoch 1656 | loss: 0.0311059 | val_loss: 0.0312015 | Time: 5284.15 ms [2021-09-27 03:31:52 main:574] : INFO : Epoch 1657 | loss: 0.0311039 | val_loss: 0.0311964 | Time: 4963.58 ms [2021-09-27 03:31:57 main:574] : INFO : Epoch 1658 | loss: 0.0311034 | val_loss: 0.0311838 | Time: 5002.61 ms [2021-09-27 03:32:03 main:574] : INFO : Epoch 1659 | loss: 0.0311045 | val_loss: 0.0312001 | Time: 5185.05 ms [2021-09-27 03:32:08 main:574] : INFO : Epoch 1660 | loss: 0.0311072 | val_loss: 0.0312016 | Time: 5309.94 ms [2021-09-27 03:32:13 main:574] : INFO : Epoch 1661 | loss: 0.0311058 | val_loss: 0.0311943 | Time: 5467.86 ms [2021-09-27 03:32:19 main:574] : INFO : Epoch 1662 | loss: 0.0310979 | val_loss: 0.031198 | Time: 5189.33 ms [2021-09-27 03:32:24 main:574] : INFO : Epoch 1663 | loss: 0.031098 | val_loss: 0.0312001 | Time: 5281.55 ms [2021-09-27 03:32:29 main:574] : INFO : Epoch 1664 | loss: 0.0310977 | val_loss: 0.031197 | Time: 5335.41 ms [2021-09-27 03:32:34 main:574] : INFO : Epoch 1665 | loss: 0.0310979 | val_loss: 0.0311987 | Time: 5142.2 ms [2021-09-27 03:32:40 main:574] : INFO : Epoch 1666 | loss: 0.0310998 | val_loss: 0.0312005 | Time: 5202.09 ms [2021-09-27 03:32:45 main:574] : INFO : Epoch 1667 | loss: 0.0311044 | val_loss: 0.0311936 | Time: 5346.29 ms [2021-09-27 03:32:50 main:574] : INFO : Epoch 1668 | loss: 0.0310956 | val_loss: 0.0311994 | Time: 5451.07 ms [2021-09-27 03:32:56 main:574] : INFO : Epoch 1669 | loss: 0.031091 | val_loss: 0.0312042 | Time: 5287.55 ms [2021-09-27 03:33:01 main:574] : INFO : Epoch 1670 | loss: 0.0310973 | val_loss: 0.0311935 | Time: 5024.77 ms [2021-09-27 03:33:06 main:574] : INFO : Epoch 1671 | loss: 0.0310974 | val_loss: 0.0312017 | Time: 5185.31 ms [2021-09-27 03:33:11 main:574] : INFO : Epoch 1672 | loss: 0.0310929 | val_loss: 0.0311982 | Time: 5069.41 ms [2021-09-27 03:33:16 main:574] : INFO : Epoch 1673 | loss: 0.0310941 | val_loss: 0.0311968 | Time: 5099.91 ms [2021-09-27 03:33:21 main:574] : INFO : Epoch 1674 | loss: 0.0310978 | val_loss: 0.0312023 | Time: 5353.11 ms [2021-09-27 03:33:27 main:574] : INFO : Epoch 1675 | loss: 0.0310971 | val_loss: 0.0312064 | Time: 5239.89 ms [2021-09-27 03:33:32 main:574] : INFO : Epoch 1676 | loss: 0.0310941 | val_loss: 0.0312028 | Time: 5206.63 ms [2021-09-27 03:33:37 main:574] : INFO : Epoch 1677 | loss: 0.0310956 | val_loss: 0.0312012 | Time: 5154.55 ms [2021-09-27 03:33:42 main:574] : INFO : Epoch 1678 | loss: 0.0310929 | val_loss: 0.0311976 | Time: 5139.59 ms [2021-09-27 03:33:47 main:574] : INFO : Epoch 1679 | loss: 0.0310869 | val_loss: 0.0311995 | Time: 5253.35 ms [2021-09-27 03:33:53 main:574] : INFO : Epoch 1680 | loss: 0.0310881 | val_loss: 0.0311991 | Time: 5346.76 ms [2021-09-27 03:33:58 main:574] : INFO : Epoch 1681 | loss: 0.0310912 | val_loss: 0.0312023 | Time: 5412.67 ms [2021-09-27 03:34:04 main:574] : INFO : Epoch 1682 | loss: 0.0310958 | val_loss: 0.0312001 | Time: 5348.2 ms [2021-09-27 03:34:09 main:574] : INFO : Epoch 1683 | loss: 0.0310931 | val_loss: 0.0311964 | Time: 5284.74 ms [2021-09-27 03:34:14 main:574] : INFO : Epoch 1684 | loss: 0.0311001 | val_loss: 0.0312042 | Time: 5438.3 ms [2021-09-27 03:34:19 main:574] : INFO : Epoch 1685 | loss: 0.0311184 | val_loss: 0.0311856 | Time: 5053.7 ms [2021-09-27 03:34:25 main:574] : INFO : Epoch 1686 | loss: 0.0311148 | val_loss: 0.0311871 | Time: 5354 ms [2021-09-27 03:34:30 main:574] : INFO : Epoch 1687 | loss: 0.0311027 | val_loss: 0.031201 | Time: 5396.96 ms [2021-09-27 03:34:35 main:574] : INFO : Epoch 1688 | loss: 0.0311023 | val_loss: 0.0311948 | Time: 5110.92 ms [2021-09-27 03:34:40 main:574] : INFO : Epoch 1689 | loss: 0.0310993 | val_loss: 0.031201 | Time: 5200.48 ms [2021-09-27 03:34:46 main:574] : INFO : Epoch 1690 | loss: 0.0310962 | val_loss: 0.0311941 | Time: 5096.4 ms [2021-09-27 03:34:51 main:574] : INFO : Epoch 1691 | loss: 0.0310968 | val_loss: 0.031204 | Time: 5255.39 ms [2021-09-27 03:34:56 main:574] : INFO : Epoch 1692 | loss: 0.0310899 | val_loss: 0.031209 | Time: 5230.71 ms [2021-09-27 03:35:01 main:574] : INFO : Epoch 1693 | loss: 0.0310921 | val_loss: 0.0312045 | Time: 5233.59 ms [2021-09-27 03:35:06 main:574] : INFO : Epoch 1694 | loss: 0.0310957 | val_loss: 0.0311978 | Time: 5084.63 ms [2021-09-27 03:35:12 main:574] : INFO : Epoch 1695 | loss: 0.0310914 | val_loss: 0.0312108 | Time: 5169.9 ms [2021-09-27 03:35:17 main:574] : INFO : Epoch 1696 | loss: 0.0310957 | val_loss: 0.0311884 | Time: 5337.12 ms [2021-09-27 03:35:22 main:574] : INFO : Epoch 1697 | loss: 0.031105 | val_loss: 0.0312031 | Time: 5095.57 ms [2021-09-27 03:35:27 main:574] : INFO : Epoch 1698 | loss: 0.0311028 | val_loss: 0.0311951 | Time: 5203.27 ms [2021-09-27 03:35:33 main:574] : INFO : Epoch 1699 | loss: 0.0310939 | val_loss: 0.0312071 | Time: 5375.35 ms [2021-09-27 03:35:38 main:574] : INFO : Epoch 1700 | loss: 0.0310887 | val_loss: 0.0311992 | Time: 5275.85 ms [2021-09-27 03:35:43 main:574] : INFO : Epoch 1701 | loss: 0.0310945 | val_loss: 0.0311998 | Time: 5215.22 ms [2021-09-27 03:35:48 main:574] : INFO : Epoch 1702 | loss: 0.0310958 | val_loss: 0.0311977 | Time: 5165.71 ms [2021-09-27 03:35:53 main:574] : INFO : Epoch 1703 | loss: 0.0310928 | val_loss: 0.0312095 | Time: 5178.22 ms [2021-09-27 03:35:59 main:574] : INFO : Epoch 1704 | loss: 0.031085 | val_loss: 0.0312036 | Time: 5271.12 ms [2021-09-27 03:36:04 main:574] : INFO : Epoch 1705 | loss: 0.0310846 | val_loss: 0.0312165 | Time: 5101.18 ms [2021-09-27 03:36:09 main:574] : INFO : Epoch 1706 | loss: 0.0310879 | val_loss: 0.0311906 | Time: 5246.39 ms [2021-09-27 03:36:14 main:574] : INFO : Epoch 1707 | loss: 0.0310932 | val_loss: 0.0312086 | Time: 5141.28 ms [2021-09-27 03:36:19 main:574] : INFO : Epoch 1708 | loss: 0.0310977 | val_loss: 0.0311932 | Time: 5254.13 ms [2021-09-27 03:36:25 main:574] : INFO : Epoch 1709 | loss: 0.0311164 | val_loss: 0.0311928 | Time: 5126.77 ms [2021-09-27 03:36:30 main:574] : INFO : Epoch 1710 | loss: 0.0311421 | val_loss: 0.0311855 | Time: 5253.39 ms [2021-09-27 03:36:35 main:574] : INFO : Epoch 1711 | loss: 0.0311699 | val_loss: 0.0311878 | Time: 5085.26 ms [2021-09-27 03:36:40 main:574] : INFO : Epoch 1712 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 5225.79 ms [2021-09-27 03:36:45 main:574] : INFO : Epoch 1713 | loss: 0.0311591 | val_loss: 0.0311782 | Time: 5199.51 ms [2021-09-27 03:36:51 main:574] : INFO : Epoch 1714 | loss: 0.0311526 | val_loss: 0.0311764 | Time: 5340.45 ms [2021-09-27 03:36:56 main:574] : INFO : Epoch 1715 | loss: 0.0311467 | val_loss: 0.0311754 | Time: 5403.87 ms [2021-09-27 03:37:01 main:574] : INFO : Epoch 1716 | loss: 0.0311439 | val_loss: 0.0311804 | Time: 5247.34 ms [2021-09-27 03:37:06 main:574] : INFO : Epoch 1717 | loss: 0.0311385 | val_loss: 0.031174 | Time: 5055.05 ms [2021-09-27 03:37:11 main:574] : INFO : Epoch 1718 | loss: 0.0311336 | val_loss: 0.0311861 | Time: 5023.37 ms [2021-09-27 03:37:17 main:574] : INFO : Epoch 1719 | loss: 0.0311319 | val_loss: 0.031179 | Time: 5726.35 ms [2021-09-27 03:37:22 main:574] : INFO : Epoch 1720 | loss: 0.0311251 | val_loss: 0.0311807 | Time: 5150.67 ms [2021-09-27 03:37:28 main:574] : INFO : Epoch 1721 | loss: 0.0311282 | val_loss: 0.0311808 | Time: 5417.32 ms [2021-09-27 03:37:33 main:574] : INFO : Epoch 1722 | loss: 0.03113 | val_loss: 0.0311878 | Time: 5515.62 ms [2021-09-27 03:37:38 main:574] : INFO : Epoch 1723 | loss: 0.0311289 | val_loss: 0.0311791 | Time: 5152.58 ms [2021-09-27 03:37:44 main:574] : INFO : Epoch 1724 | loss: 0.0311225 | val_loss: 0.0311875 | Time: 5213.56 ms [2021-09-27 03:37:49 main:574] : INFO : Epoch 1725 | loss: 0.0311205 | val_loss: 0.031178 | Time: 5114.21 ms [2021-09-27 03:37:54 main:574] : INFO : Epoch 1726 | loss: 0.0311208 | val_loss: 0.0311865 | Time: 5406.76 ms [2021-09-27 03:38:00 main:574] : INFO : Epoch 1727 | loss: 0.0311155 | val_loss: 0.0311891 | Time: 5491.32 ms [2021-09-27 03:38:05 main:574] : INFO : Epoch 1728 | loss: 0.031117 | val_loss: 0.0311928 | Time: 5202.38 ms [2021-09-27 03:38:10 main:574] : INFO : Epoch 1729 | loss: 0.0311172 | val_loss: 0.0311909 | Time: 5302.09 ms [2021-09-27 03:38:16 main:574] : INFO : Epoch 1730 | loss: 0.031115 | val_loss: 0.0311936 | Time: 5537.15 ms [2021-09-27 03:38:21 main:574] : INFO : Epoch 1731 | loss: 0.0311138 | val_loss: 0.0311912 | Time: 5402.9 ms [2021-09-27 03:38:26 main:574] : INFO : Epoch 1732 | loss: 0.0311156 | val_loss: 0.0311963 | Time: 5088.43 ms [2021-09-27 03:38:31 main:574] : INFO : Epoch 1733 | loss: 0.031112 | val_loss: 0.0311879 | Time: 5298.78 ms [2021-09-27 03:38:37 main:574] : INFO : Epoch 1734 | loss: 0.03111 | val_loss: 0.0311944 | Time: 5181.42 ms [2021-09-27 03:38:42 main:574] : INFO : Epoch 1735 | loss: 0.031112 | val_loss: 0.0311939 | Time: 5377.15 ms [2021-09-27 03:38:47 main:574] : INFO : Epoch 1736 | loss: 0.0311135 | val_loss: 0.0312025 | Time: 5174.58 ms [2021-09-27 03:38:52 main:574] : INFO : Epoch 1737 | loss: 0.031118 | val_loss: 0.031187 | Time: 5098.26 ms [2021-09-27 03:38:58 main:574] : INFO : Epoch 1738 | loss: 0.0311124 | val_loss: 0.0311881 | Time: 5228.35 ms [2021-09-27 03:39:03 main:574] : INFO : Epoch 1739 | loss: 0.0311143 | val_loss: 0.0311923 | Time: 5010 ms [2021-09-27 03:39:08 main:574] : INFO : Epoch 1740 | loss: 0.031115 | val_loss: 0.0311834 | Time: 5451.73 ms [2021-09-27 03:39:13 main:574] : INFO : Epoch 1741 | loss: 0.0311113 | val_loss: 0.0311966 | Time: 5202.48 ms [2021-09-27 03:39:18 main:574] : INFO : Epoch 1742 | loss: 0.0311081 | val_loss: 0.0311929 | Time: 5220.53 ms [2021-09-27 03:39:24 main:574] : INFO : Epoch 1743 | loss: 0.0311084 | val_loss: 0.0311967 | Time: 5159.39 ms [2021-09-27 03:39:29 main:574] : INFO : Epoch 1744 | loss: 0.0311087 | val_loss: 0.031196 | Time: 5397.64 ms [2021-09-27 03:39:34 main:574] : INFO : Epoch 1745 | loss: 0.0311078 | val_loss: 0.0311935 | Time: 5116.68 ms [2021-09-27 03:39:39 main:574] : INFO : Epoch 1746 | loss: 0.031109 | val_loss: 0.031195 | Time: 5134.61 ms [2021-09-27 03:39:44 main:574] : INFO : Epoch 1747 | loss: 0.0311132 | val_loss: 0.0311885 | Time: 5135.52 ms [2021-09-27 03:39:50 main:574] : INFO : Epoch 1748 | loss: 0.0311164 | val_loss: 0.0312049 | Time: 5145.79 ms [2021-09-27 03:39:55 main:574] : INFO : Epoch 1749 | loss: 0.0311122 | val_loss: 0.0311962 | Time: 5229.79 ms [2021-09-27 03:40:00 main:574] : INFO : Epoch 1750 | loss: 0.0311043 | val_loss: 0.0311916 | Time: 5171.21 ms [2021-09-27 03:40:05 main:574] : INFO : Epoch 1751 | loss: 0.0311039 | val_loss: 0.0311944 | Time: 5294.71 ms [2021-09-27 03:40:11 main:574] : INFO : Epoch 1752 | loss: 0.0311054 | val_loss: 0.0311939 | Time: 5372.48 ms [2021-09-27 03:40:16 main:574] : INFO : Epoch 1753 | loss: 0.031105 | val_loss: 0.0311894 | Time: 5213.38 ms [2021-09-27 03:40:21 main:574] : INFO : Epoch 1754 | loss: 0.0311037 | val_loss: 0.0311954 | Time: 5330.48 ms [2021-09-27 03:40:26 main:574] : INFO : Epoch 1755 | loss: 0.0311048 | val_loss: 0.0311965 | Time: 5203.94 ms [2021-09-27 03:40:32 main:574] : INFO : Epoch 1756 | loss: 0.0311025 | val_loss: 0.0311908 | Time: 5076.32 ms [2021-09-27 03:40:37 main:574] : INFO : Epoch 1757 | loss: 0.0311098 | val_loss: 0.0311982 | Time: 5281.69 ms [2021-09-27 03:40:42 main:574] : INFO : Epoch 1758 | loss: 0.0311144 | val_loss: 0.0311997 | Time: 5053.87 ms [2021-09-27 03:40:47 main:574] : INFO : Epoch 1759 | loss: 0.0311074 | val_loss: 0.0311919 | Time: 5222.98 ms [2021-09-27 03:40:52 main:574] : INFO : Epoch 1760 | loss: 0.0311046 | val_loss: 0.0311936 | Time: 5115.79 ms [2021-09-27 03:40:58 main:574] : INFO : Epoch 1761 | loss: 0.0311007 | val_loss: 0.0311964 | Time: 5432.6 ms [2021-09-27 03:41:03 main:574] : INFO : Epoch 1762 | loss: 0.0310962 | val_loss: 0.0312038 | Time: 5318.84 ms [2021-09-27 03:41:08 main:574] : INFO : Epoch 1763 | loss: 0.0311003 | val_loss: 0.0311981 | Time: 5041.28 ms [2021-09-27 03:41:13 main:574] : INFO : Epoch 1764 | loss: 0.0311065 | val_loss: 0.0312 | Time: 5428.4 ms [2021-09-27 03:41:19 main:574] : INFO : Epoch 1765 | loss: 0.0311121 | val_loss: 0.0311869 | Time: 5256.62 ms [2021-09-27 03:41:24 main:574] : INFO : Epoch 1766 | loss: 0.031114 | val_loss: 0.0311929 | Time: 5289.06 ms [2021-09-27 03:41:30 main:574] : INFO : Epoch 1767 | loss: 0.0311051 | val_loss: 0.0311993 | Time: 5549.02 ms [2021-09-27 03:41:35 main:574] : INFO : Epoch 1768 | loss: 0.0310978 | val_loss: 0.0312023 | Time: 5275.28 ms [2021-09-27 03:41:40 main:574] : INFO : Epoch 1769 | loss: 0.0311008 | val_loss: 0.0311924 | Time: 5466.51 ms [2021-09-27 03:41:46 main:574] : INFO : Epoch 1770 | loss: 0.0311057 | val_loss: 0.0311994 | Time: 5181.98 ms [2021-09-27 03:41:51 main:574] : INFO : Epoch 1771 | loss: 0.0311052 | val_loss: 0.0311936 | Time: 5104.34 ms [2021-09-27 03:41:56 main:574] : INFO : Epoch 1772 | loss: 0.0311064 | val_loss: 0.0311951 | Time: 5230.02 ms [2021-09-27 03:42:01 main:574] : INFO : Epoch 1773 | loss: 0.0311039 | val_loss: 0.031194 | Time: 5130.28 ms [2021-09-27 03:42:06 main:574] : INFO : Epoch 1774 | loss: 0.0311003 | val_loss: 0.0311965 | Time: 5083.65 ms [2021-09-27 03:42:11 main:574] : INFO : Epoch 1775 | loss: 0.0311615 | val_loss: 0.0316118 | Time: 5227.64 ms [2021-09-27 03:42:17 main:574] : INFO : Epoch 1776 | loss: 0.0340288 | val_loss: 0.0320001 | Time: 5196.98 ms [2021-09-27 03:42:22 main:574] : INFO : Epoch 1777 | loss: 0.0377737 | val_loss: 0.0319963 | Time: 5049.97 ms [2021-09-27 03:42:27 main:574] : INFO : Epoch 1778 | loss: 0.0319282 | val_loss: 0.0315514 | Time: 5360.22 ms [2021-09-27 03:42:32 main:574] : INFO : Epoch 1779 | loss: 0.0313328 | val_loss: 0.0312659 | Time: 5389.62 ms [2021-09-27 03:42:38 main:574] : INFO : Epoch 1780 | loss: 0.0312657 | val_loss: 0.0312593 | Time: 5221.38 ms [2021-09-27 03:42:43 main:574] : INFO : Epoch 1781 | loss: 0.0312551 | val_loss: 0.0312526 | Time: 5162.04 ms [2021-09-27 03:42:48 main:574] : INFO : Epoch 1782 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 5428.13 ms [2021-09-27 03:42:54 main:574] : INFO : Epoch 1783 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 5387.27 ms [2021-09-27 03:42:59 main:574] : INFO : Epoch 1784 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 5348.72 ms [2021-09-27 03:43:04 main:574] : INFO : Epoch 1785 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 5304.38 ms [2021-09-27 03:43:09 main:574] : INFO : Epoch 1786 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5035.84 ms [2021-09-27 03:43:14 main:574] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5253.46 ms [2021-09-27 03:43:20 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5256.06 ms [2021-09-27 03:43:25 main:574] : INFO : Epoch 1789 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5396.2 ms [2021-09-27 03:43:30 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 5284.79 ms [2021-09-27 03:43:36 main:574] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.031251 | Time: 5116.39 ms [2021-09-27 03:43:41 main:574] : INFO : Epoch 1792 | loss: 0.03125 | val_loss: 0.0312508 | Time: 5451.09 ms [2021-09-27 03:43:46 main:574] : INFO : Epoch 1793 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5409.27 ms [2021-09-27 03:43:52 main:574] : INFO : Epoch 1794 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5340.55 ms [2021-09-27 03:43:57 main:574] : INFO : Epoch 1795 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 5390.7 ms [2021-09-27 03:44:02 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 5176.09 ms [2021-09-27 03:44:07 main:574] : INFO : Epoch 1797 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 5135.21 ms [2021-09-27 03:44:13 main:574] : INFO : Epoch 1798 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 5228.5 ms [2021-09-27 03:44:18 main:574] : INFO : Epoch 1799 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 5233.32 ms [2021-09-27 03:44:23 main:574] : INFO : Epoch 1800 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 5250.09 ms [2021-09-27 03:44:28 main:574] : INFO : Epoch 1801 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 5201.2 ms [2021-09-27 03:44:34 main:574] : INFO : Epoch 1802 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5165.56 ms [2021-09-27 03:44:39 main:574] : INFO : Epoch 1803 | loss: 0.0312494 | val_loss: 0.031251 | Time: 5240.27 ms [2021-09-27 03:44:44 main:574] : INFO : Epoch 1804 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 5303.63 ms [2021-09-27 03:44:49 main:574] : INFO : Epoch 1805 | loss: 0.031249 | val_loss: 0.0312504 | Time: 5356.87 ms [2021-09-27 03:44:55 main:574] : INFO : Epoch 1806 | loss: 0.0312489 | val_loss: 0.031251 | Time: 5339.36 ms [2021-09-27 03:45:00 main:574] : INFO : Epoch 1807 | loss: 0.0312489 | val_loss: 0.031251 | Time: 5424.19 ms [2021-09-27 03:45:06 main:574] : INFO : Epoch 1808 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 5286.92 ms [2021-09-27 03:45:11 main:574] : INFO : Epoch 1809 | loss: 0.0312487 | val_loss: 0.0312508 | Time: 5309.08 ms [2021-09-27 03:45:16 main:574] : INFO : Epoch 1810 | loss: 0.0312486 | val_loss: 0.0312507 | Time: 5165.67 ms [2021-09-27 03:45:21 main:574] : INFO : Epoch 1811 | loss: 0.0312488 | val_loss: 0.0312517 | Time: 5279.15 ms [2021-09-27 03:45:26 main:574] : INFO : Epoch 1812 | loss: 0.0312483 | val_loss: 0.0312509 | Time: 5081.82 ms [2021-09-27 03:45:32 main:574] : INFO : Epoch 1813 | loss: 0.0312484 | val_loss: 0.0312508 | Time: 5320.88 ms [2021-09-27 03:45:37 main:574] : INFO : Epoch 1814 | loss: 0.0312484 | val_loss: 0.0312508 | Time: 5370.55 ms [2021-09-27 03:45:42 main:574] : INFO : Epoch 1815 | loss: 0.031248 | val_loss: 0.0312505 | Time: 5112.74 ms [2021-09-27 03:45:47 main:574] : INFO : Epoch 1816 | loss: 0.0312477 | val_loss: 0.0312507 | Time: 5231.44 ms [2021-09-27 03:45:53 main:574] : INFO : Epoch 1817 | loss: 0.0312478 | val_loss: 0.0312505 | Time: 5130.54 ms [2021-09-27 03:45:58 main:574] : INFO : Epoch 1818 | loss: 0.0312475 | val_loss: 0.0312505 | Time: 5379.59 ms [2021-09-27 03:46:03 main:574] : INFO : Epoch 1819 | loss: 0.0312474 | val_loss: 0.0312503 | Time: 5351.4 ms [2021-09-27 03:46:09 main:574] : INFO : Epoch 1820 | loss: 0.031247 | val_loss: 0.0312503 | Time: 5207.89 ms [2021-09-27 03:46:14 main:574] : INFO : Epoch 1821 | loss: 0.031247 | val_loss: 0.0312505 | Time: 5446.24 ms [2021-09-27 03:46:19 main:574] : INFO : Epoch 1822 | loss: 0.0312472 | val_loss: 0.0312501 | Time: 5042.43 ms [2021-09-27 03:46:24 main:574] : INFO : Epoch 1823 | loss: 0.0312464 | val_loss: 0.0312503 | Time: 5320.01 ms [2021-09-27 03:46:30 main:574] : INFO : Epoch 1824 | loss: 0.0312465 | val_loss: 0.0312502 | Time: 5179.55 ms [2021-09-27 03:46:35 main:574] : INFO : Epoch 1825 | loss: 0.0312463 | val_loss: 0.0312495 | Time: 5096.86 ms [2021-09-27 03:46:40 main:574] : INFO : Epoch 1826 | loss: 0.0312458 | val_loss: 0.0312492 | Time: 5212.97 ms [2021-09-27 03:46:46 main:574] : INFO : Epoch 1827 | loss: 0.0312457 | val_loss: 0.0312511 | Time: 5698.97 ms [2021-09-27 03:46:51 main:574] : INFO : Epoch 1828 | loss: 0.0312461 | val_loss: 0.0312489 | Time: 5421.05 ms [2021-09-27 03:46:56 main:574] : INFO : Epoch 1829 | loss: 0.0312448 | val_loss: 0.0312498 | Time: 5329.37 ms [2021-09-27 03:47:02 main:574] : INFO : Epoch 1830 | loss: 0.0312448 | val_loss: 0.0312485 | Time: 5301.16 ms [2021-09-27 03:47:07 main:574] : INFO : Epoch 1831 | loss: 0.0312445 | val_loss: 0.0312505 | Time: 5126.93 ms [2021-09-27 03:47:12 main:574] : INFO : Epoch 1832 | loss: 0.0312448 | val_loss: 0.0312474 | Time: 5571.75 ms [2021-09-27 03:47:17 main:574] : INFO : Epoch 1833 | loss: 0.0312439 | val_loss: 0.031248 | Time: 5063.8 ms [2021-09-27 03:47:22 main:574] : INFO : Epoch 1834 | loss: 0.0312431 | val_loss: 0.0312474 | Time: 5079.8 ms [2021-09-27 03:47:28 main:574] : INFO : Epoch 1835 | loss: 0.0312421 | val_loss: 0.0312473 | Time: 5178.15 ms [2021-09-27 03:47:33 main:574] : INFO : Epoch 1836 | loss: 0.031242 | val_loss: 0.0312457 | Time: 4985.84 ms [2021-09-27 03:47:38 main:574] : INFO : Epoch 1837 | loss: 0.0312404 | val_loss: 0.0312448 | Time: 5164.97 ms [2021-09-27 03:47:43 main:574] : INFO : Epoch 1838 | loss: 0.0312402 | val_loss: 0.0312493 | Time: 5293.12 ms [2021-09-27 03:47:48 main:574] : INFO : Epoch 1839 | loss: 0.0312393 | val_loss: 0.0312425 | Time: 5194.79 ms [2021-09-27 03:47:53 main:574] : INFO : Epoch 1840 | loss: 0.0312363 | val_loss: 0.0312432 | Time: 5110.38 ms [2021-09-27 03:47:59 main:574] : INFO : Epoch 1841 | loss: 0.0312353 | val_loss: 0.0312394 | Time: 5241.11 ms [2021-09-27 03:48:04 main:574] : INFO : Epoch 1842 | loss: 0.0312329 | val_loss: 0.0312393 | Time: 4978.62 ms [2021-09-27 03:48:09 main:574] : INFO : Epoch 1843 | loss: 0.031232 | val_loss: 0.0312377 | Time: 5480.05 ms [2021-09-27 03:48:14 main:574] : INFO : Epoch 1844 | loss: 0.0312331 | val_loss: 0.0312379 | Time: 5136.84 ms [2021-09-27 03:48:20 main:574] : INFO : Epoch 1845 | loss: 0.0312287 | val_loss: 0.0312361 | Time: 5406.51 ms [2021-09-27 03:48:25 main:574] : INFO : Epoch 1846 | loss: 0.0312296 | val_loss: 0.0312312 | Time: 5086.75 ms [2021-09-27 03:48:30 main:574] : INFO : Epoch 1847 | loss: 0.0312296 | val_loss: 0.0312362 | Time: 5254.46 ms [2021-09-27 03:48:35 main:574] : INFO : Epoch 1848 | loss: 0.0312244 | val_loss: 0.0312283 | Time: 5321.39 ms [2021-09-27 03:48:41 main:574] : INFO : Epoch 1849 | loss: 0.0312265 | val_loss: 0.0312273 | Time: 5198.2 ms [2021-09-27 03:48:46 main:574] : INFO : Epoch 1850 | loss: 0.0312232 | val_loss: 0.0312322 | Time: 5193.15 ms [2021-09-27 03:48:51 main:574] : INFO : Epoch 1851 | loss: 0.0312255 | val_loss: 0.0312247 | Time: 5093.17 ms [2021-09-27 03:48:56 main:574] : INFO : Epoch 1852 | loss: 0.0312247 | val_loss: 0.0312248 | Time: 5130.12 ms [2021-09-27 03:49:01 main:574] : INFO : Epoch 1853 | loss: 0.0312181 | val_loss: 0.0312218 | Time: 5325.01 ms [2021-09-27 03:49:06 main:574] : INFO : Epoch 1854 | loss: 0.0312179 | val_loss: 0.0312198 | Time: 5110.93 ms [2021-09-27 03:49:12 main:574] : INFO : Epoch 1855 | loss: 0.0312158 | val_loss: 0.0312196 | Time: 5222.43 ms [2021-09-27 03:49:17 main:574] : INFO : Epoch 1856 | loss: 0.0312169 | val_loss: 0.0312281 | Time: 5168.31 ms [2021-09-27 03:49:22 main:574] : INFO : Epoch 1857 | loss: 0.0312232 | val_loss: 0.0312197 | Time: 5466.53 ms [2021-09-27 03:49:28 main:574] : INFO : Epoch 1858 | loss: 0.0312186 | val_loss: 0.0312242 | Time: 5339.8 ms [2021-09-27 03:49:33 main:574] : INFO : Epoch 1859 | loss: 0.0312153 | val_loss: 0.031222 | Time: 5185.06 ms [2021-09-27 03:49:38 main:574] : INFO : Epoch 1860 | loss: 0.0312146 | val_loss: 0.0312147 | Time: 5298.31 ms [2021-09-27 03:49:43 main:574] : INFO : Epoch 1861 | loss: 0.0312117 | val_loss: 0.0312288 | Time: 5155.31 ms [2021-09-27 03:49:49 main:574] : INFO : Epoch 1862 | loss: 0.0312114 | val_loss: 0.0312134 | Time: 5256.43 ms [2021-09-27 03:49:54 main:574] : INFO : Epoch 1863 | loss: 0.031213 | val_loss: 0.0312148 | Time: 5152.38 ms [2021-09-27 03:49:59 main:574] : INFO : Epoch 1864 | loss: 0.0312123 | val_loss: 0.0312155 | Time: 5344.47 ms [2021-09-27 03:50:04 main:574] : INFO : Epoch 1865 | loss: 0.0312085 | val_loss: 0.0312129 | Time: 5296.44 ms [2021-09-27 03:50:10 main:574] : INFO : Epoch 1866 | loss: 0.0312103 | val_loss: 0.031216 | Time: 5170.22 ms [2021-09-27 03:50:15 main:574] : INFO : Epoch 1867 | loss: 0.0312117 | val_loss: 0.0312196 | Time: 5449.01 ms [2021-09-27 03:50:20 main:574] : INFO : Epoch 1868 | loss: 0.0312122 | val_loss: 0.0312108 | Time: 5292.83 ms [2021-09-27 03:50:25 main:574] : INFO : Epoch 1869 | loss: 0.0312097 | val_loss: 0.0312122 | Time: 5172.24 ms [2021-09-27 03:50:31 main:574] : INFO : Epoch 1870 | loss: 0.0312119 | val_loss: 0.0312327 | Time: 5290.05 ms [2021-09-27 03:50:36 main:574] : INFO : Epoch 1871 | loss: 0.0312122 | val_loss: 0.0312127 | Time: 5178.34 ms [2021-09-27 03:50:41 main:574] : INFO : Epoch 1872 | loss: 0.0312093 | val_loss: 0.0312082 | Time: 5304.86 ms [2021-09-27 03:50:46 main:574] : INFO : Epoch 1873 | loss: 0.0312083 | val_loss: 0.0312096 | Time: 5190.58 ms [2021-09-27 03:50:52 main:574] : INFO : Epoch 1874 | loss: 0.0312071 | val_loss: 0.0312101 | Time: 5254.69 ms [2021-09-27 03:50:57 main:574] : INFO : Epoch 1875 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 5024.5 ms [2021-09-27 03:51:02 main:574] : INFO : Epoch 1876 | loss: 0.0312067 | val_loss: 0.0312091 | Time: 5151.15 ms [2021-09-27 03:51:07 main:574] : INFO : Epoch 1877 | loss: 0.0312042 | val_loss: 0.0312067 | Time: 5227.45 ms [2021-09-27 03:51:13 main:574] : INFO : Epoch 1878 | loss: 0.0312036 | val_loss: 0.031209 | Time: 5457.6 ms [2021-09-27 03:51:18 main:574] : INFO : Epoch 1879 | loss: 0.0312082 | val_loss: 0.0312068 | Time: 5310.97 ms [2021-09-27 03:51:23 main:574] : INFO : Epoch 1880 | loss: 0.0312049 | val_loss: 0.0312231 | Time: 5171.63 ms [2021-09-27 03:51:28 main:574] : INFO : Epoch 1881 | loss: 0.0312084 | val_loss: 0.0312116 | Time: 5108.6 ms [2021-09-27 03:51:34 main:574] : INFO : Epoch 1882 | loss: 0.0312051 | val_loss: 0.0312061 | Time: 5392.12 ms [2021-09-27 03:51:39 main:574] : INFO : Epoch 1883 | loss: 0.0312032 | val_loss: 0.0312138 | Time: 5209.67 ms [2021-09-27 03:51:44 main:574] : INFO : Epoch 1884 | loss: 0.0312046 | val_loss: 0.0312061 | Time: 5286.65 ms [2021-09-27 03:51:49 main:574] : INFO : Epoch 1885 | loss: 0.0312024 | val_loss: 0.0312058 | Time: 5293.62 ms [2021-09-27 03:51:55 main:574] : INFO : Epoch 1886 | loss: 0.0312039 | val_loss: 0.0312059 | Time: 5125.39 ms [2021-09-27 03:52:00 main:574] : INFO : Epoch 1887 | loss: 0.0312024 | val_loss: 0.031204 | Time: 5310.03 ms [2021-09-27 03:52:05 main:574] : INFO : Epoch 1888 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 5207.85 ms [2021-09-27 03:52:10 main:574] : INFO : Epoch 1889 | loss: 0.0312012 | val_loss: 0.0312072 | Time: 5129.77 ms [2021-09-27 03:52:15 main:574] : INFO : Epoch 1890 | loss: 0.0312014 | val_loss: 0.0312032 | Time: 5318.4 ms [2021-09-27 03:52:21 main:574] : INFO : Epoch 1891 | loss: 0.0312 | val_loss: 0.0312039 | Time: 5225.62 ms [2021-09-27 03:52:26 main:574] : INFO : Epoch 1892 | loss: 0.0312007 | val_loss: 0.0312038 | Time: 5201 ms [2021-09-27 03:52:31 main:574] : INFO : Epoch 1893 | loss: 0.031201 | val_loss: 0.0312084 | Time: 5180.2 ms [2021-09-27 03:52:36 main:574] : INFO : Epoch 1894 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 5213.53 ms [2021-09-27 03:52:41 main:574] : INFO : Epoch 1895 | loss: 0.0311984 | val_loss: 0.0312041 | Time: 4986.29 ms [2021-09-27 03:52:46 main:574] : INFO : Epoch 1896 | loss: 0.0312002 | val_loss: 0.0312076 | Time: 5147.27 ms [2021-09-27 03:52:52 main:574] : INFO : Epoch 1897 | loss: 0.0311993 | val_loss: 0.0312023 | Time: 5736.94 ms [2021-09-27 03:52:57 main:574] : INFO : Epoch 1898 | loss: 0.0311981 | val_loss: 0.0312025 | Time: 5125.33 ms [2021-09-27 03:53:03 main:574] : INFO : Epoch 1899 | loss: 0.0311969 | val_loss: 0.0312113 | Time: 5206.26 ms [2021-09-27 03:53:08 main:574] : INFO : Epoch 1900 | loss: 0.0312009 | val_loss: 0.0312045 | Time: 5580.81 ms [2021-09-27 03:53:14 main:574] : INFO : Epoch 1901 | loss: 0.0311994 | val_loss: 0.0312019 | Time: 5523.37 ms [2021-09-27 03:53:19 main:574] : INFO : Epoch 1902 | loss: 0.031197 | val_loss: 0.0312044 | Time: 5465.24 ms [2021-09-27 03:53:25 main:574] : INFO : Epoch 1903 | loss: 0.0311968 | val_loss: 0.0312042 | Time: 5464.72 ms [2021-09-27 03:53:30 main:574] : INFO : Epoch 1904 | loss: 0.0311972 | val_loss: 0.0312077 | Time: 5557.31 ms [2021-09-27 03:53:38 main:574] : INFO : Epoch 1905 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 7691.57 ms [2021-09-27 03:53:43 main:574] : INFO : Epoch 1906 | loss: 0.0311963 | val_loss: 0.0312017 | Time: 5469.89 ms [2021-09-27 03:53:49 main:574] : INFO : Epoch 1907 | loss: 0.0311967 | val_loss: 0.0312017 | Time: 5323.86 ms [2021-09-27 03:53:54 main:574] : INFO : Epoch 1908 | loss: 0.0311971 | val_loss: 0.031204 | Time: 5019.75 ms [2021-09-27 03:53:59 main:574] : INFO : Epoch 1909 | loss: 0.0311963 | val_loss: 0.0312021 | Time: 5322.37 ms [2021-09-27 03:54:04 main:574] : INFO : Epoch 1910 | loss: 0.0311955 | val_loss: 0.031203 | Time: 5093.59 ms [2021-09-27 03:54:09 main:574] : INFO : Epoch 1911 | loss: 0.0311935 | val_loss: 0.0312012 | Time: 5273.2 ms [2021-09-27 03:54:14 main:574] : INFO : Epoch 1912 | loss: 0.0311948 | val_loss: 0.0312034 | Time: 5104.84 ms [2021-09-27 03:54:20 main:574] : INFO : Epoch 1913 | loss: 0.0311958 | val_loss: 0.0312042 | Time: 5075.52 ms [2021-09-27 03:54:25 main:574] : INFO : Epoch 1914 | loss: 0.0311962 | val_loss: 0.0312073 | Time: 5062.03 ms [2021-09-27 03:54:30 main:574] : INFO : Epoch 1915 | loss: 0.0311973 | val_loss: 0.0312044 | Time: 5189.78 ms [2021-09-27 03:54:35 main:574] : INFO : Epoch 1916 | loss: 0.0311953 | val_loss: 0.0312066 | Time: 5311.96 ms [2021-09-27 03:54:40 main:574] : INFO : Epoch 1917 | loss: 0.0311956 | val_loss: 0.0312009 | Time: 5195.4 ms [2021-09-27 03:54:45 main:574] : INFO : Epoch 1918 | loss: 0.0311926 | val_loss: 0.0312023 | Time: 5021.36 ms [2021-09-27 03:54:50 main:574] : INFO : Epoch 1919 | loss: 0.0311927 | val_loss: 0.0312008 | Time: 5077.12 ms [2021-09-27 03:54:55 main:574] : INFO : Epoch 1920 | loss: 0.0311915 | val_loss: 0.0312014 | Time: 5002.3 ms [2021-09-27 03:55:01 main:574] : INFO : Epoch 1921 | loss: 0.031193 | val_loss: 0.0312002 | Time: 5662.45 ms [2021-09-27 03:55:06 main:574] : INFO : Epoch 1922 | loss: 0.0311933 | val_loss: 0.0312008 | Time: 5197.24 ms [2021-09-27 03:55:12 main:574] : INFO : Epoch 1923 | loss: 0.031193 | val_loss: 0.0312007 | Time: 5179.76 ms [2021-09-27 03:55:17 main:574] : INFO : Epoch 1924 | loss: 0.031192 | val_loss: 0.0312005 | Time: 5259.92 ms [2021-09-27 03:55:22 main:574] : INFO : Epoch 1925 | loss: 0.0311917 | val_loss: 0.0311997 | Time: 5184.09 ms [2021-09-27 03:55:27 main:574] : INFO : Epoch 1926 | loss: 0.0311925 | val_loss: 0.0312077 | Time: 5208.88 ms [2021-09-27 03:55:32 main:574] : INFO : Epoch 1927 | loss: 0.0311991 | val_loss: 0.0312057 | Time: 5206.36 ms [2021-09-27 03:55:38 main:574] : INFO : Epoch 1928 | loss: 0.0311967 | val_loss: 0.03122 | Time: 5443.23 ms [2021-09-27 03:55:43 main:574] : INFO : Epoch 1929 | loss: 0.0311979 | val_loss: 0.0312017 | Time: 5183.72 ms [2021-09-27 03:55:48 main:574] : INFO : Epoch 1930 | loss: 0.0311919 | val_loss: 0.0311996 | Time: 5299.54 ms [2021-09-27 03:55:54 main:574] : INFO : Epoch 1931 | loss: 0.0311905 | val_loss: 0.0312001 | Time: 5131.25 ms [2021-09-27 03:55:59 main:574] : INFO : Epoch 1932 | loss: 0.0311905 | val_loss: 0.0312013 | Time: 5186.21 ms [2021-09-27 03:56:04 main:574] : INFO : Epoch 1933 | loss: 0.0311909 | val_loss: 0.0312028 | Time: 5247.33 ms [2021-09-27 03:56:09 main:574] : INFO : Epoch 1934 | loss: 0.0311922 | val_loss: 0.0312014 | Time: 5301.37 ms [2021-09-27 03:56:15 main:574] : INFO : Epoch 1935 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 5406.6 ms [2021-09-27 03:56:20 main:574] : INFO : Epoch 1936 | loss: 0.03119 | val_loss: 0.0311996 | Time: 5101.43 ms [2021-09-27 03:56:25 main:574] : INFO : Epoch 1937 | loss: 0.0311905 | val_loss: 0.0312007 | Time: 5206.45 ms [2021-09-27 03:56:30 main:574] : INFO : Epoch 1938 | loss: 0.0311904 | val_loss: 0.0312006 | Time: 5214.21 ms [2021-09-27 03:56:35 main:574] : INFO : Epoch 1939 | loss: 0.0311887 | val_loss: 0.0311985 | Time: 5082.91 ms [2021-09-27 03:56:41 main:574] : INFO : Epoch 1940 | loss: 0.0311877 | val_loss: 0.0311996 | Time: 5300.79 ms [2021-09-27 03:56:46 main:574] : INFO : Epoch 1941 | loss: 0.031188 | val_loss: 0.0311991 | Time: 5296.48 ms [2021-09-27 03:56:51 main:574] : INFO : Epoch 1942 | loss: 0.031188 | val_loss: 0.0312002 | Time: 5105.1 ms [2021-09-27 03:56:56 main:574] : INFO : Epoch 1943 | loss: 0.031188 | val_loss: 0.0311991 | Time: 5166.01 ms [2021-09-27 03:57:01 main:574] : INFO : Epoch 1944 | loss: 0.0311876 | val_loss: 0.0312012 | Time: 5156.16 ms [2021-09-27 03:57:07 main:574] : INFO : Epoch 1945 | loss: 0.0311905 | val_loss: 0.0312015 | Time: 5400.19 ms [2021-09-27 03:57:12 main:574] : INFO : Epoch 1946 | loss: 0.0311885 | val_loss: 0.031203 | Time: 5323.97 ms [2021-09-27 03:57:17 main:574] : INFO : Epoch 1947 | loss: 0.0311929 | val_loss: 0.0312005 | Time: 5211.05 ms [2021-09-27 03:57:23 main:574] : INFO : Epoch 1948 | loss: 0.0311886 | val_loss: 0.031199 | Time: 5409.08 ms [2021-09-27 03:57:28 main:574] : INFO : Epoch 1949 | loss: 0.0311867 | val_loss: 0.0311993 | Time: 5392.4 ms [2021-09-27 03:57:33 main:574] : INFO : Epoch 1950 | loss: 0.0311889 | val_loss: 0.0312056 | Time: 5201.75 ms [2021-09-27 03:57:39 main:574] : INFO : Epoch 1951 | loss: 0.0311925 | val_loss: 0.0312 | Time: 5231.61 ms [2021-09-27 03:57:44 main:574] : INFO : Epoch 1952 | loss: 0.0311908 | val_loss: 0.0312049 | Time: 5056.77 ms [2021-09-27 03:57:49 main:574] : INFO : Epoch 1953 | loss: 0.0311897 | val_loss: 0.0312031 | Time: 5056.41 ms [2021-09-27 03:57:54 main:574] : INFO : Epoch 1954 | loss: 0.0311907 | val_loss: 0.0312083 | Time: 5483.47 ms [2021-09-27 03:57:59 main:574] : INFO : Epoch 1955 | loss: 0.0311879 | val_loss: 0.0311989 | Time: 5177.87 ms [2021-09-27 03:58:05 main:574] : INFO : Epoch 1956 | loss: 0.0311863 | val_loss: 0.0312011 | Time: 5241.18 ms [2021-09-27 03:58:10 main:574] : INFO : Epoch 1957 | loss: 0.0311858 | val_loss: 0.0311998 | Time: 5199.87 ms [2021-09-27 03:58:15 main:574] : INFO : Epoch 1958 | loss: 0.0311847 | val_loss: 0.0312031 | Time: 5258.81 ms [2021-09-27 03:58:20 main:574] : INFO : Epoch 1959 | loss: 0.0311844 | val_loss: 0.0312009 | Time: 5405.12 ms [2021-09-27 03:58:26 main:574] : INFO : Epoch 1960 | loss: 0.031184 | val_loss: 0.0311999 | Time: 5202.75 ms [2021-09-27 03:58:31 main:574] : INFO : Epoch 1961 | loss: 0.0311843 | val_loss: 0.0312013 | Time: 5415.68 ms [2021-09-27 03:58:36 main:574] : INFO : Epoch 1962 | loss: 0.0311835 | val_loss: 0.0311989 | Time: 5301.21 ms [2021-09-27 03:58:42 main:574] : INFO : Epoch 1963 | loss: 0.0311868 | val_loss: 0.0312048 | Time: 5375.67 ms [2021-09-27 03:58:47 main:574] : INFO : Epoch 1964 | loss: 0.0311853 | val_loss: 0.0311997 | Time: 5114.13 ms [2021-09-27 03:58:52 main:574] : INFO : Epoch 1965 | loss: 0.0311879 | val_loss: 0.0312027 | Time: 5482.36 ms [2021-09-27 03:58:57 main:574] : INFO : Epoch 1966 | loss: 0.0311858 | val_loss: 0.0312018 | Time: 5097.35 ms [2021-09-27 03:59:03 main:574] : INFO : Epoch 1967 | loss: 0.031184 | val_loss: 0.0312005 | Time: 5292.3 ms [2021-09-27 03:59:08 main:574] : INFO : Epoch 1968 | loss: 0.0311848 | val_loss: 0.0312 | Time: 5237.26 ms [2021-09-27 03:59:13 main:574] : INFO : Epoch 1969 | loss: 0.0311834 | val_loss: 0.031198 | Time: 5316.38 ms [2021-09-27 03:59:19 main:574] : INFO : Epoch 1970 | loss: 0.0311852 | val_loss: 0.0312002 | Time: 5243.22 ms [2021-09-27 03:59:24 main:574] : INFO : Epoch 1971 | loss: 0.031193 | val_loss: 0.0311982 | Time: 5474.6 ms [2021-09-27 03:59:29 main:574] : INFO : Epoch 1972 | loss: 0.0311902 | val_loss: 0.0311961 | Time: 5131.91 ms [2021-09-27 03:59:34 main:574] : INFO : Epoch 1973 | loss: 0.0311899 | val_loss: 0.0311995 | Time: 5211.03 ms [2021-09-27 03:59:40 main:574] : INFO : Epoch 1974 | loss: 0.0311892 | val_loss: 0.0311988 | Time: 5195.09 ms [2021-09-27 03:59:45 main:574] : INFO : Epoch 1975 | loss: 0.0311865 | val_loss: 0.0312007 | Time: 5193.15 ms [2021-09-27 03:59:50 main:574] : INFO : Epoch 1976 | loss: 0.0311842 | val_loss: 0.0311979 | Time: 5326.21 ms [2021-09-27 03:59:55 main:574] : INFO : Epoch 1977 | loss: 0.0311828 | val_loss: 0.0312028 | Time: 5124.79 ms [2021-09-27 04:00:00 main:574] : INFO : Epoch 1978 | loss: 0.0311847 | val_loss: 0.0312 | Time: 5198.67 ms [2021-09-27 04:00:06 main:574] : INFO : Epoch 1979 | loss: 0.031186 | val_loss: 0.0311982 | Time: 5029.99 ms [2021-09-27 04:00:11 main:574] : INFO : Epoch 1980 | loss: 0.0311819 | val_loss: 0.0312021 | Time: 5445.02 ms [2021-09-27 04:00:16 main:574] : INFO : Epoch 1981 | loss: 0.0311807 | val_loss: 0.0312007 | Time: 4946.31 ms [2021-09-27 04:00:21 main:574] : INFO : Epoch 1982 | loss: 0.0311824 | val_loss: 0.0312119 | Time: 4974.89 ms [2021-09-27 04:00:26 main:574] : INFO : Epoch 1983 | loss: 0.0311821 | val_loss: 0.0312025 | Time: 5255.65 ms [2021-09-27 04:00:31 main:574] : INFO : Epoch 1984 | loss: 0.0311827 | val_loss: 0.0312008 | Time: 4941.29 ms [2021-09-27 04:00:36 main:574] : INFO : Epoch 1985 | loss: 0.031181 | val_loss: 0.0311991 | Time: 5241.22 ms [2021-09-27 04:00:41 main:574] : INFO : Epoch 1986 | loss: 0.0311821 | val_loss: 0.0311987 | Time: 5095.16 ms [2021-09-27 04:00:47 main:574] : INFO : Epoch 1987 | loss: 0.0311816 | val_loss: 0.0311983 | Time: 5223.1 ms [2021-09-27 04:00:52 main:574] : INFO : Epoch 1988 | loss: 0.0311814 | val_loss: 0.0312016 | Time: 5177.06 ms [2021-09-27 04:00:57 main:574] : INFO : Epoch 1989 | loss: 0.0311815 | val_loss: 0.031199 | Time: 5268.97 ms [2021-09-27 04:01:02 main:574] : INFO : Epoch 1990 | loss: 0.0311825 | val_loss: 0.0312012 | Time: 5186.12 ms [2021-09-27 04:01:08 main:574] : INFO : Epoch 1991 | loss: 0.0311854 | val_loss: 0.0311983 | Time: 5220.88 ms [2021-09-27 04:01:13 main:574] : INFO : Epoch 1992 | loss: 0.0311833 | val_loss: 0.0312024 | Time: 5300.1 ms [2021-09-27 04:01:18 main:574] : INFO : Epoch 1993 | loss: 0.0311821 | val_loss: 0.0312004 | Time: 5322.09 ms [2021-09-27 04:01:23 main:574] : INFO : Epoch 1994 | loss: 0.0311816 | val_loss: 0.0312001 | Time: 5246.5 ms [2021-09-27 04:01:29 main:574] : INFO : Epoch 1995 | loss: 0.0311831 | val_loss: 0.0312053 | Time: 5407.2 ms [2021-09-27 04:01:34 main:574] : INFO : Epoch 1996 | loss: 0.0311848 | val_loss: 0.0312005 | Time: 5303.74 ms [2021-09-27 04:01:39 main:574] : INFO : Epoch 1997 | loss: 0.0311851 | val_loss: 0.0311989 | Time: 5203.98 ms [2021-09-27 04:01:45 main:574] : INFO : Epoch 1998 | loss: 0.0311828 | val_loss: 0.0311985 | Time: 5202.6 ms [2021-09-27 04:01:50 main:574] : INFO : Epoch 1999 | loss: 0.0311811 | val_loss: 0.0311975 | Time: 5113.63 ms [2021-09-27 04:01:55 main:574] : INFO : Epoch 2000 | loss: 0.0311803 | val_loss: 0.0311987 | Time: 5245.61 ms [2021-09-27 04:02:00 main:574] : INFO : Epoch 2001 | loss: 0.0311821 | val_loss: 0.0312035 | Time: 5104.43 ms [2021-09-27 04:02:05 main:574] : INFO : Epoch 2002 | loss: 0.031183 | val_loss: 0.031208 | Time: 5331.35 ms [2021-09-27 04:02:11 main:574] : INFO : Epoch 2003 | loss: 0.0311846 | val_loss: 0.031202 | Time: 5158.4 ms [2021-09-27 04:02:16 main:574] : INFO : Epoch 2004 | loss: 0.0311892 | val_loss: 0.031203 | Time: 5446.76 ms [2021-09-27 04:02:21 main:574] : INFO : Epoch 2005 | loss: 0.0311849 | val_loss: 0.0312008 | Time: 5310.33 ms [2021-09-27 04:02:27 main:574] : INFO : Epoch 2006 | loss: 0.0311852 | val_loss: 0.0311989 | Time: 5298.44 ms [2021-09-27 04:02:32 main:574] : INFO : Epoch 2007 | loss: 0.0311812 | val_loss: 0.0311982 | Time: 5114.92 ms [2021-09-27 04:02:37 main:574] : INFO : Epoch 2008 | loss: 0.0311802 | val_loss: 0.0311975 | Time: 5132.71 ms [2021-09-27 04:02:42 main:574] : INFO : Epoch 2009 | loss: 0.0311814 | val_loss: 0.0312023 | Time: 5079.65 ms [2021-09-27 04:02:47 main:574] : INFO : Epoch 2010 | loss: 0.0311853 | val_loss: 0.0311983 | Time: 5169.76 ms [2021-09-27 04:02:52 main:574] : INFO : Epoch 2011 | loss: 0.0311809 | val_loss: 0.0311964 | Time: 5197.14 ms [2021-09-27 04:02:58 main:574] : INFO : Epoch 2012 | loss: 0.0311812 | val_loss: 0.0311981 | Time: 5189.44 ms [2021-09-27 04:03:03 main:574] : INFO : Epoch 2013 | loss: 0.0311799 | val_loss: 0.0311989 | Time: 5419.23 ms [2021-09-27 04:03:08 main:574] : INFO : Epoch 2014 | loss: 0.03118 | val_loss: 0.0311995 | Time: 5284.83 ms [2021-09-27 04:03:14 main:574] : INFO : Epoch 2015 | loss: 0.0311803 | val_loss: 0.0312018 | Time: 5403.6 ms [2021-09-27 04:03:19 main:574] : INFO : Epoch 2016 | loss: 0.0311791 | val_loss: 0.0312014 | Time: 5282.57 ms [2021-09-27 04:03:24 main:574] : INFO : Epoch 2017 | loss: 0.0311858 | val_loss: 0.031201 | Time: 5047.78 ms [2021-09-27 04:03:29 main:574] : INFO : Epoch 2018 | loss: 0.0311847 | val_loss: 0.0312012 | Time: 5124.9 ms [2021-09-27 04:03:34 main:574] : INFO : Epoch 2019 | loss: 0.0311817 | val_loss: 0.0311978 | Time: 5367.88 ms [2021-09-27 04:03:40 main:574] : INFO : Epoch 2020 | loss: 0.0311825 | val_loss: 0.0311998 | Time: 5221.83 ms [2021-09-27 04:03:45 main:574] : INFO : Epoch 2021 | loss: 0.0311797 | val_loss: 0.0311975 | Time: 5244.1 ms [2021-09-27 04:03:50 main:574] : INFO : Epoch 2022 | loss: 0.0311822 | val_loss: 0.0311956 | Time: 5273.39 ms [2021-09-27 04:03:55 main:574] : INFO : Epoch 2023 | loss: 0.0311822 | val_loss: 0.0311956 | Time: 5264.37 ms [2021-09-27 04:04:01 main:574] : INFO : Epoch 2024 | loss: 0.0311843 | val_loss: 0.0311991 | Time: 5303.39 ms [2021-09-27 04:04:06 main:574] : INFO : Epoch 2025 | loss: 0.0311824 | val_loss: 0.0312031 | Time: 5093.48 ms [2021-09-27 04:04:11 main:574] : INFO : Epoch 2026 | loss: 0.0311883 | val_loss: 0.0312105 | Time: 5144.79 ms [2021-09-27 04:04:16 main:574] : INFO : Epoch 2027 | loss: 0.031182 | val_loss: 0.0312015 | Time: 5402.96 ms [2021-09-27 04:04:22 main:574] : INFO : Epoch 2028 | loss: 0.0311781 | val_loss: 0.0311979 | Time: 5252.03 ms [2021-09-27 04:04:27 main:574] : INFO : Epoch 2029 | loss: 0.0311775 | val_loss: 0.0311998 | Time: 5241.32 ms [2021-09-27 04:04:32 main:574] : INFO : Epoch 2030 | loss: 0.0311793 | val_loss: 0.0312008 | Time: 5064.27 ms [2021-09-27 04:04:37 main:574] : INFO : Epoch 2031 | loss: 0.0311772 | val_loss: 0.0312043 | Time: 5283.01 ms [2021-09-27 04:04:42 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311983 | Time: 5087.84 ms [2021-09-27 04:04:48 main:574] : INFO : Epoch 2033 | loss: 0.0311763 | val_loss: 0.0312008 | Time: 5236.49 ms [2021-09-27 04:04:53 main:574] : INFO : Epoch 2034 | loss: 0.0311762 | val_loss: 0.0312024 | Time: 5390.4 ms [2021-09-27 04:04:58 main:574] : INFO : Epoch 2035 | loss: 0.0311775 | val_loss: 0.0312043 | Time: 5212.96 ms [2021-09-27 04:05:03 main:574] : INFO : Epoch 2036 | loss: 0.031176 | val_loss: 0.0312032 | Time: 5212.98 ms [2021-09-27 04:05:09 main:574] : INFO : Epoch 2037 | loss: 0.0311812 | val_loss: 0.0312016 | Time: 5089.03 ms [2021-09-27 04:05:14 main:574] : INFO : Epoch 2038 | loss: 0.0311819 | val_loss: 0.0311998 | Time: 5180.19 ms [2021-09-27 04:05:19 main:574] : INFO : Epoch 2039 | loss: 0.0311786 | val_loss: 0.0311998 | Time: 5185.54 ms [2021-09-27 04:05:24 main:574] : INFO : Epoch 2040 | loss: 0.0311789 | val_loss: 0.031201 | Time: 5070.73 ms [2021-09-27 04:05:30 main:574] : INFO : Epoch 2041 | loss: 0.0311792 | val_loss: 0.0312039 | Time: 5517.56 ms [2021-09-27 04:05:35 main:574] : INFO : Epoch 2042 | loss: 0.0311747 | val_loss: 0.0312011 | Time: 5148.98 ms [2021-09-27 04:05:40 main:574] : INFO : Epoch 2043 | loss: 0.031176 | val_loss: 0.0312025 | Time: 5257.52 ms [2021-09-27 04:05:45 main:574] : INFO : Epoch 2044 | loss: 0.0311761 | val_loss: 0.0312012 | Time: 5285.2 ms [2021-09-27 04:05:50 main:574] : INFO : Epoch 2045 | loss: 0.0311773 | val_loss: 0.031203 | Time: 5160.86 ms [2021-09-27 04:05:56 main:574] : INFO : Epoch 2046 | loss: 0.0311786 | val_loss: 0.0312037 | Time: 5229.81 ms [2021-09-27 04:06:01 main:574] : INFO : Epoch 2047 | loss: 0.0311763 | val_loss: 0.0312024 | Time: 5278.53 ms [2021-09-27 04:06:06 main:574] : INFO : Epoch 2048 | loss: 0.0311766 | val_loss: 0.0312038 | Time: 5115.03 ms [2021-09-27 04:06:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312038 [2021-09-27 04:06:06 main:603] : INFO : Saving end state to config to file [2021-09-27 04:06:06 main:608] : INFO : Success, exiting.. 04:06:06 (15532): 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)