Task 5321012
| Name | ParityMachine-1622599318-8157-3_0 |
| Workunit | 3202149 |
| Created | 10 Jun 2021, 17:52:45 UTC |
| Sent | 13 Jun 2021, 22:00:58 UTC |
| Report deadline | 20 Jun 2021, 22:00:58 UTC |
| Received | 19 Jun 2021, 23:51:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 3 hours 27 min 55 sec |
| CPU time | 3 hours 2 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031142 | val_loss: 0.0311687 | Time: 5421.35 ms
[2021-06-19 19:05:54 main:574] : INFO : Epoch 1543 | loss: 0.0311426 | val_loss: 0.0311655 | Time: 5430.04 ms
[2021-06-19 19:06:00 main:574] : INFO : Epoch 1544 | loss: 0.0311414 | val_loss: 0.0311682 | Time: 5494.85 ms
[2021-06-19 19:06:05 main:574] : INFO : Epoch 1545 | loss: 0.0311409 | val_loss: 0.0311704 | Time: 5523.61 ms
[2021-06-19 19:06:11 main:574] : INFO : Epoch 1546 | loss: 0.0311429 | val_loss: 0.0311668 | Time: 5305.04 ms
[2021-06-19 19:06:16 main:574] : INFO : Epoch 1547 | loss: 0.0311451 | val_loss: 0.0311687 | Time: 5300.3 ms
[2021-06-19 19:06:22 main:574] : INFO : Epoch 1548 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 5561.6 ms
[2021-06-19 19:06:27 main:574] : INFO : Epoch 1549 | loss: 0.0311568 | val_loss: 0.0311691 | Time: 5312.15 ms
[2021-06-19 19:06:33 main:574] : INFO : Epoch 1550 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 5322.29 ms
[2021-06-19 19:06:38 main:574] : INFO : Epoch 1551 | loss: 0.0311567 | val_loss: 0.031165 | Time: 5287.25 ms
[2021-06-19 19:06:46 main:574] : INFO : Epoch 1552 | loss: 0.0311652 | val_loss: 0.0311829 | Time: 5354.83 ms
[2021-06-19 19:06:51 main:574] : INFO : Epoch 1553 | loss: 0.0311948 | val_loss: 0.0311919 | Time: 5299.37 ms
[2021-06-19 19:06:57 main:574] : INFO : Epoch 1554 | loss: 0.0311918 | val_loss: 0.0312046 | Time: 5387.12 ms
[2021-06-19 19:07:03 main:574] : INFO : Epoch 1555 | loss: 0.0311968 | val_loss: 0.0312066 | Time: 5442.55 ms
[2021-06-19 19:07:09 main:574] : INFO : Epoch 1556 | loss: 0.0312093 | val_loss: 0.0312178 | Time: 5492.97 ms
[2021-06-19 19:07:15 main:574] : INFO : Epoch 1557 | loss: 0.0312068 | val_loss: 0.0311991 | Time: 5386.72 ms
[2021-06-19 19:07:20 main:574] : INFO : Epoch 1558 | loss: 0.0311851 | val_loss: 0.031176 | Time: 5425.51 ms
[2021-06-19 19:07:26 main:574] : INFO : Epoch 1559 | loss: 0.031177 | val_loss: 0.0311756 | Time: 5557.22 ms
[2021-06-19 19:07:32 main:574] : INFO : Epoch 1560 | loss: 0.0311744 | val_loss: 0.0311866 | Time: 5442.01 ms
[2021-06-19 19:07:38 main:574] : INFO : Epoch 1561 | loss: 0.0311961 | val_loss: 0.0312044 | Time: 5576.87 ms
[2021-06-19 19:07:50 main:574] : INFO : Epoch 1562 | loss: 0.0311986 | val_loss: 0.0312036 | Time: 5705.2 ms
[2021-06-19 19:07:55 main:574] : INFO : Epoch 1563 | loss: 0.0312025 | val_loss: 0.0311979 | Time: 5359.93 ms
[2021-06-19 19:08:01 main:574] : INFO : Epoch 1564 | loss: 0.0311996 | val_loss: 0.0311987 | Time: 5249.84 ms
[2021-06-19 19:08:06 main:574] : INFO : Epoch 1565 | loss: 0.0312128 | val_loss: 0.0312206 | Time: 5351.73 ms
[2021-06-19 19:08:11 main:574] : INFO : Epoch 1566 | loss: 0.0312085 | val_loss: 0.0311998 | Time: 5214.41 ms
[2021-06-19 19:08:17 main:574] : INFO : Epoch 1567 | loss: 0.031207 | val_loss: 0.0312003 | Time: 5366.79 ms
[2021-06-19 19:08:23 main:574] : INFO : Epoch 1568 | loss: 0.0312042 | val_loss: 0.0311988 | Time: 5592.19 ms
[2021-06-19 19:08:28 main:574] : INFO : Epoch 1569 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 5304.88 ms
[2021-06-19 19:08:34 main:574] : INFO : Epoch 1570 | loss: 0.0312023 | val_loss: 0.0311994 | Time: 5230.63 ms
[2021-06-19 19:08:39 main:574] : INFO : Epoch 1571 | loss: 0.0312032 | val_loss: 0.031201 | Time: 5123.58 ms
[2021-06-19 19:08:45 main:574] : INFO : Epoch 1572 | loss: 0.0312037 | val_loss: 0.0311999 | Time: 5178.53 ms
[2021-06-19 19:08:50 main:574] : INFO : Epoch 1573 | loss: 0.0312022 | val_loss: 0.0311995 | Time: 5245.59 ms
[2021-06-19 19:08:55 main:574] : INFO : Epoch 1574 | loss: 0.0312064 | val_loss: 0.0312071 | Time: 5383.94 ms
[2021-06-19 19:09:01 main:574] : INFO : Epoch 1575 | loss: 0.0312104 | val_loss: 0.0312068 | Time: 5383.73 ms
[2021-06-19 19:09:07 main:574] : INFO : Epoch 1576 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 5421.96 ms
[2021-06-19 19:09:12 main:574] : INFO : Epoch 1577 | loss: 0.0312069 | val_loss: 0.0312039 | Time: 5243.58 ms
[2021-06-19 19:09:18 main:574] : INFO : Epoch 1578 | loss: 0.0312064 | val_loss: 0.0312052 | Time: 5244.52 ms
[2021-06-19 19:09:23 main:574] : INFO : Epoch 1579 | loss: 0.0312045 | val_loss: 0.0312057 | Time: 5181.99 ms
[2021-06-19 19:09:29 main:574] : INFO : Epoch 1580 | loss: 0.031204 | val_loss: 0.0312034 | Time: 5287.76 ms
[2021-06-19 19:09:34 main:574] : INFO : Epoch 1581 | loss: 0.0312032 | val_loss: 0.0312027 | Time: 5285.37 ms
[2021-06-19 19:09:40 main:574] : INFO : Epoch 1582 | loss: 0.0312035 | val_loss: 0.0312067 | Time: 5227.07 ms
[2021-06-19 19:09:45 main:574] : INFO : Epoch 1583 | loss: 0.0312044 | val_loss: 0.0312056 | Time: 5270.14 ms
[2021-06-19 19:09:51 main:574] : INFO : Epoch 1584 | loss: 0.0312028 | val_loss: 0.0312025 | Time: 5311.99 ms
[2021-06-19 19:09:57 main:574] : INFO : Epoch 1585 | loss: 0.0312017 | val_loss: 0.0312006 | Time: 5200.2 ms
[2021-06-19 19:10:02 main:574] : INFO : Epoch 1586 | loss: 0.0312025 | val_loss: 0.0312027 | Time: 5257.58 ms
[2021-06-19 19:10:08 main:574] : INFO : Epoch 1587 | loss: 0.0312034 | val_loss: 0.0312024 | Time: 5312.94 ms
[2021-06-19 19:10:13 main:574] : INFO : Epoch 1588 | loss: 0.0312024 | val_loss: 0.0312041 | Time: 5363.82 ms
[2021-06-19 19:10:19 main:574] : INFO : Epoch 1589 | loss: 0.0312018 | val_loss: 0.0312016 | Time: 5298.81 ms
[2021-06-19 19:10:24 main:574] : INFO : Epoch 1590 | loss: 0.0312007 | val_loss: 0.0312015 | Time: 5389.56 ms
[2021-06-19 19:10:30 main:574] : INFO : Epoch 1591 | loss: 0.0312005 | val_loss: 0.0312008 | Time: 5340.82 ms
[2021-06-19 19:10:38 main:574] : INFO : Epoch 1592 | loss: 0.0312006 | val_loss: 0.0312019 | Time: 5251.02 ms
[2021-06-19 19:10:44 main:574] : INFO : Epoch 1593 | loss: 0.0312002 | val_loss: 0.0312008 | Time: 5185.2 ms
[2021-06-19 19:10:49 main:574] : INFO : Epoch 1594 | loss: 0.0312016 | val_loss: 0.0312001 | Time: 5259.37 ms
[2021-06-19 19:10:54 main:574] : INFO : Epoch 1595 | loss: 0.031201 | val_loss: 0.0312008 | Time: 5193.83 ms
[2021-06-19 19:11:00 main:574] : INFO : Epoch 1596 | loss: 0.0311996 | val_loss: 0.0312022 | Time: 5164.03 ms
[2021-06-19 19:11:05 main:574] : INFO : Epoch 1597 | loss: 0.0311995 | val_loss: 0.0312005 | Time: 5219.49 ms
[2021-06-19 19:11:10 main:574] : INFO : Epoch 1598 | loss: 0.0311995 | val_loss: 0.0312001 | Time: 5375.96 ms
[2021-06-19 19:11:16 main:574] : INFO : Epoch 1599 | loss: 0.0311994 | val_loss: 0.0311993 | Time: 5301.96 ms
[2021-06-19 19:11:22 main:574] : INFO : Epoch 1600 | loss: 0.031199 | val_loss: 0.0311995 | Time: 5270.51 ms
[2021-06-19 19:11:27 main:574] : INFO : Epoch 1601 | loss: 0.0311988 | val_loss: 0.0311992 | Time: 5292.39 ms
[2021-06-19 19:11:33 main:574] : INFO : Epoch 1602 | loss: 0.0311987 | val_loss: 0.0312007 | Time: 5232.29 ms
[2021-06-19 19:11:39 main:574] : INFO : Epoch 1603 | loss: 0.0311983 | val_loss: 0.0311987 | Time: 5265.41 ms
[2021-06-19 19:11:44 main:574] : INFO : Epoch 1604 | loss: 0.0311987 | val_loss: 0.0312053 | Time: 5297.59 ms
[2021-06-19 19:11:50 main:574] : INFO : Epoch 1605 | loss: 0.0312016 | val_loss: 0.0312022 | Time: 5316.89 ms
[2021-06-19 19:11:55 main:574] : INFO : Epoch 1606 | loss: 0.0311979 | val_loss: 0.0311988 | Time: 5156.69 ms
[2021-06-19 19:12:00 main:574] : INFO : Epoch 1607 | loss: 0.0311995 | val_loss: 0.0311987 | Time: 5180.46 ms
[2021-06-19 19:12:06 main:574] : INFO : Epoch 1608 | loss: 0.0311989 | val_loss: 0.0312001 | Time: 5254.45 ms
[2021-06-19 19:12:11 main:574] : INFO : Epoch 1609 | loss: 0.0311988 | val_loss: 0.0311992 | Time: 5346.06 ms
[2021-06-19 19:12:17 main:574] : INFO : Epoch 1610 | loss: 0.0311993 | val_loss: 0.0311986 | Time: 5381.72 ms
[2021-06-19 19:12:22 main:574] : INFO : Epoch 1611 | loss: 0.0311976 | val_loss: 0.0312007 | Time: 5317.21 ms
[2021-06-19 19:12:28 main:574] : INFO : Epoch 1612 | loss: 0.031198 | val_loss: 0.0311988 | Time: 5316.15 ms
[2021-06-19 19:12:33 main:574] : INFO : Epoch 1613 | loss: 0.0311983 | val_loss: 0.0312005 | Time: 5141.98 ms
[2021-06-19 19:12:39 main:574] : INFO : Epoch 1614 | loss: 0.0311975 | val_loss: 0.0312011 | Time: 5137.76 ms
[2021-06-19 19:12:44 main:574] : INFO : Epoch 1615 | loss: 0.0311981 | val_loss: 0.0311989 | Time: 5005.09 ms
[2021-06-19 19:12:49 main:574] : INFO : Epoch 1616 | loss: 0.0311976 | val_loss: 0.0311979 | Time: 5170.72 ms
[2021-06-19 19:12:55 main:574] : INFO : Epoch 1617 | loss: 0.0311988 | val_loss: 0.0312017 | Time: 5264.86 ms
[2021-06-19 19:13:01 main:574] : INFO : Epoch 1618 | loss: 0.0311995 | val_loss: 0.0311997 | Time: 5275.71 ms
[2021-06-19 19:13:06 main:574] : INFO : Epoch 1619 | loss: 0.031198 | val_loss: 0.0312005 | Time: 5125.02 ms
[2021-06-19 19:13:12 main:574] : INFO : Epoch 1620 | loss: 0.0311987 | val_loss: 0.0311985 | Time: 5139.91 ms
[2021-06-19 19:13:19 main:574] : INFO : Epoch 1621 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 5324.82 ms
[2021-06-19 19:13:24 main:574] : INFO : Epoch 1622 | loss: 0.0311963 | val_loss: 0.031198 | Time: 5128.03 ms
[2021-06-19 19:13:29 main:574] : INFO : Epoch 1623 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 5214.9 ms
[2021-06-19 19:13:35 main:574] : INFO : Epoch 1624 | loss: 0.0311961 | val_loss: 0.0311987 | Time: 5330.34 ms
[2021-06-19 19:13:40 main:574] : INFO : Epoch 1625 | loss: 0.0311955 | val_loss: 0.0311977 | Time: 5388.77 ms
[2021-06-19 19:13:46 main:574] : INFO : Epoch 1626 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 5241.96 ms
[2021-06-19 19:13:51 main:574] : INFO : Epoch 1627 | loss: 0.0311959 | val_loss: 0.0311984 | Time: 5219.21 ms
[2021-06-19 19:13:56 main:574] : INFO : Epoch 1628 | loss: 0.031195 | val_loss: 0.0311976 | Time: 5061.8 ms
[2021-06-19 19:14:02 main:574] : INFO : Epoch 1629 | loss: 0.0311958 | val_loss: 0.031198 | Time: 5375.75 ms
[2021-06-19 19:14:07 main:574] : INFO : Epoch 1630 | loss: 0.0311963 | val_loss: 0.0311965 | Time: 5135.7 ms
[2021-06-19 19:14:13 main:574] : INFO : Epoch 1631 | loss: 0.0311949 | val_loss: 0.0311978 | Time: 5209.46 ms
[2021-06-19 19:14:18 main:574] : INFO : Epoch 1632 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 5170.24 ms
[2021-06-19 19:14:23 main:574] : INFO : Epoch 1633 | loss: 0.0311947 | val_loss: 0.0311981 | Time: 5361.33 ms
[2021-06-19 19:14:28 main:574] : INFO : Epoch 1634 | loss: 0.0311946 | val_loss: 0.0311985 | Time: 5242.22 ms
[2021-06-19 19:14:34 main:574] : INFO : Epoch 1635 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 5330.49 ms
[2021-06-19 19:14:39 main:574] : INFO : Epoch 1636 | loss: 0.0311941 | val_loss: 0.0311983 | Time: 5300.41 ms
[2021-06-19 19:14:44 main:574] : INFO : Epoch 1637 | loss: 0.0311945 | val_loss: 0.0311982 | Time: 5065.76 ms
[2021-06-19 19:14:50 main:574] : INFO : Epoch 1638 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 5271.53 ms
[2021-06-19 19:14:55 main:574] : INFO : Epoch 1639 | loss: 0.0311965 | val_loss: 0.0312008 | Time: 5299.6 ms
[2021-06-19 19:15:00 main:574] : INFO : Epoch 1640 | loss: 0.0311963 | val_loss: 0.0312117 | Time: 5368.07 ms
[2021-06-19 19:15:05 main:574] : INFO : Epoch 1641 | loss: 0.0311977 | val_loss: 0.0311993 | Time: 5070.24 ms
[2021-06-19 19:15:11 main:574] : INFO : Epoch 1642 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 5072.95 ms
[2021-06-19 19:15:16 main:574] : INFO : Epoch 1643 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 5156.74 ms
[2021-06-19 19:15:21 main:574] : INFO : Epoch 1644 | loss: 0.0311941 | val_loss: 0.031198 | Time: 5150.72 ms
[2021-06-19 19:15:26 main:574] : INFO : Epoch 1645 | loss: 0.0311934 | val_loss: 0.0311987 | Time: 5383.71 ms
[2021-06-19 19:15:32 main:574] : INFO : Epoch 1646 | loss: 0.0311936 | val_loss: 0.031198 | Time: 5413.4 ms
[2021-06-19 19:15:37 main:574] : INFO : Epoch 1647 | loss: 0.0311942 | val_loss: 0.0311979 | Time: 5184.1 ms
[2021-06-19 19:15:42 main:574] : INFO : Epoch 1648 | loss: 0.0311923 | val_loss: 0.0311984 | Time: 5137.16 ms
[2021-06-19 19:15:47 main:574] : INFO : Epoch 1649 | loss: 0.0311936 | val_loss: 0.0311977 | Time: 5069.61 ms
[2021-06-19 19:15:53 main:574] : INFO : Epoch 1650 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 5232.94 ms
[2021-06-19 19:15:58 main:574] : INFO : Epoch 1651 | loss: 0.0311948 | val_loss: 0.0311986 | Time: 5325.61 ms
[2021-06-19 19:16:03 main:574] : INFO : Epoch 1652 | loss: 0.0311929 | val_loss: 0.0312007 | Time: 5215.77 ms
[2021-06-19 19:16:08 main:574] : INFO : Epoch 1653 | loss: 0.0311938 | val_loss: 0.0311968 | Time: 5152.72 ms
[2021-06-19 19:16:14 main:574] : INFO : Epoch 1654 | loss: 0.0311931 | val_loss: 0.0311977 | Time: 5016.08 ms
[2021-06-19 19:16:19 main:574] : INFO : Epoch 1655 | loss: 0.0311926 | val_loss: 0.0311972 | Time: 5285.8 ms
[2021-06-19 19:16:24 main:574] : INFO : Epoch 1656 | loss: 0.0311925 | val_loss: 0.0311985 | Time: 5337.42 ms
[2021-06-19 19:16:30 main:574] : INFO : Epoch 1657 | loss: 0.031194 | val_loss: 0.0311991 | Time: 5528.36 ms
[2021-06-19 19:16:35 main:574] : INFO : Epoch 1658 | loss: 0.0311938 | val_loss: 0.0311978 | Time: 5172.1 ms
[2021-06-19 19:16:40 main:574] : INFO : Epoch 1659 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 5250.84 ms
[2021-06-19 19:16:45 main:574] : INFO : Epoch 1660 | loss: 0.0311923 | val_loss: 0.0311975 | Time: 5148.62 ms
[2021-06-19 19:16:51 main:574] : INFO : Epoch 1661 | loss: 0.031192 | val_loss: 0.0311967 | Time: 5379.46 ms
[2021-06-19 19:16:56 main:574] : INFO : Epoch 1662 | loss: 0.031193 | val_loss: 0.031197 | Time: 5312.4 ms
[2021-06-19 19:17:02 main:574] : INFO : Epoch 1663 | loss: 0.0311922 | val_loss: 0.0312001 | Time: 5226.79 ms
[2021-06-19 19:17:07 main:574] : INFO : Epoch 1664 | loss: 0.0311925 | val_loss: 0.0311981 | Time: 5326.31 ms
[2021-06-19 19:17:12 main:574] : INFO : Epoch 1665 | loss: 0.0311927 | val_loss: 0.0311988 | Time: 5282.05 ms
[2021-06-19 19:17:17 main:574] : INFO : Epoch 1666 | loss: 0.0311924 | val_loss: 0.0311976 | Time: 5203.44 ms
[2021-06-19 19:17:23 main:574] : INFO : Epoch 1667 | loss: 0.0311928 | val_loss: 0.0312009 | Time: 5140.87 ms
[2021-06-19 19:17:28 main:574] : INFO : Epoch 1668 | loss: 0.0311944 | val_loss: 0.0311988 | Time: 5123.44 ms
[2021-06-19 19:17:33 main:574] : INFO : Epoch 1669 | loss: 0.0311924 | val_loss: 0.0311987 | Time: 5250.48 ms
[2021-06-19 19:17:39 main:574] : INFO : Epoch 1670 | loss: 0.0311919 | val_loss: 0.0311985 | Time: 5360.75 ms
[2021-06-19 19:17:44 main:574] : INFO : Epoch 1671 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 5107.55 ms
[2021-06-19 19:17:49 main:574] : INFO : Epoch 1672 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 5133.71 ms
[2021-06-19 19:17:54 main:574] : INFO : Epoch 1673 | loss: 0.0311922 | val_loss: 0.0311976 | Time: 5120.1 ms
[2021-06-19 19:17:59 main:574] : INFO : Epoch 1674 | loss: 0.0311933 | val_loss: 0.0311992 | Time: 5147.12 ms
[2021-06-19 19:18:04 main:574] : INFO : Epoch 1675 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 5229.69 ms
[2021-06-19 19:18:10 main:574] : INFO : Epoch 1676 | loss: 0.0311905 | val_loss: 0.0311981 | Time: 5154.3 ms
[2021-06-19 19:18:15 main:574] : INFO : Epoch 1677 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 5185.59 ms
[2021-06-19 19:18:20 main:574] : INFO : Epoch 1678 | loss: 0.0311971 | val_loss: 0.0312003 | Time: 5189.65 ms
[2021-06-19 19:18:25 main:574] : INFO : Epoch 1679 | loss: 0.0311966 | val_loss: 0.0312005 | Time: 5165.21 ms
[2021-06-19 19:18:31 main:574] : INFO : Epoch 1680 | loss: 0.0311996 | val_loss: 0.031202 | Time: 5244.94 ms
[2021-06-19 19:18:36 main:574] : INFO : Epoch 1681 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 5120.08 ms
[2021-06-19 19:18:41 main:574] : INFO : Epoch 1682 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 5212.51 ms
[2021-06-19 19:18:46 main:574] : INFO : Epoch 1683 | loss: 0.0312045 | val_loss: 0.0312029 | Time: 5143.94 ms
[2021-06-19 19:18:51 main:574] : INFO : Epoch 1684 | loss: 0.031201 | val_loss: 0.0312004 | Time: 5215.15 ms
[2021-06-19 19:18:57 main:574] : INFO : Epoch 1685 | loss: 0.0311975 | val_loss: 0.0311983 | Time: 5263.57 ms
[2021-06-19 19:19:02 main:574] : INFO : Epoch 1686 | loss: 0.0311968 | val_loss: 0.0311977 | Time: 5287.86 ms
[2021-06-19 19:19:08 main:574] : INFO : Epoch 1687 | loss: 0.0311962 | val_loss: 0.0311973 | Time: 5392.12 ms
[2021-06-19 19:19:13 main:574] : INFO : Epoch 1688 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 5102.89 ms
[2021-06-19 19:19:18 main:574] : INFO : Epoch 1689 | loss: 0.0311954 | val_loss: 0.0311981 | Time: 5356.1 ms
[2021-06-19 19:19:23 main:574] : INFO : Epoch 1690 | loss: 0.0311953 | val_loss: 0.0311998 | Time: 5040.41 ms
[2021-06-19 19:19:28 main:574] : INFO : Epoch 1691 | loss: 0.031196 | val_loss: 0.0312013 | Time: 5142.89 ms
[2021-06-19 19:19:34 main:574] : INFO : Epoch 1692 | loss: 0.0311948 | val_loss: 0.0311993 | Time: 5311.9 ms
[2021-06-19 19:19:39 main:574] : INFO : Epoch 1693 | loss: 0.0311952 | val_loss: 0.0311991 | Time: 5274.98 ms
[2021-06-19 19:19:44 main:574] : INFO : Epoch 1694 | loss: 0.031197 | val_loss: 0.0311993 | Time: 5169.03 ms
[2021-06-19 19:19:49 main:574] : INFO : Epoch 1695 | loss: 0.0311962 | val_loss: 0.0311997 | Time: 5094.66 ms
[2021-06-19 19:19:55 main:574] : INFO : Epoch 1696 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 5086.89 ms
[2021-06-19 19:20:00 main:574] : INFO : Epoch 1697 | loss: 0.0311956 | val_loss: 0.0311984 | Time: 5235.92 ms
[2021-06-19 19:20:05 main:574] : INFO : Epoch 1698 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 5284.3 ms
[2021-06-19 19:20:10 main:574] : INFO : Epoch 1699 | loss: 0.0311945 | val_loss: 0.0312006 | Time: 5074.14 ms
[2021-06-19 19:20:15 main:574] : INFO : Epoch 1700 | loss: 0.0311952 | val_loss: 0.0312042 | Time: 5153.18 ms
[2021-06-19 19:20:21 main:574] : INFO : Epoch 1701 | loss: 0.0311988 | val_loss: 0.0312002 | Time: 5081.75 ms
[2021-06-19 19:20:26 main:574] : INFO : Epoch 1702 | loss: 0.0311975 | val_loss: 0.0312022 | Time: 5203.04 ms
[2021-06-19 19:20:31 main:574] : INFO : Epoch 1703 | loss: 0.0311945 | val_loss: 0.0312013 | Time: 5285.07 ms
[2021-06-19 19:20:36 main:574] : INFO : Epoch 1704 | loss: 0.0311935 | val_loss: 0.0311979 | Time: 5366.83 ms
[2021-06-19 19:20:42 main:574] : INFO : Epoch 1705 | loss: 0.0311934 | val_loss: 0.0311982 | Time: 5145.34 ms
[2021-06-19 19:20:47 main:574] : INFO : Epoch 1706 | loss: 0.0311935 | val_loss: 0.0311987 | Time: 5065.84 ms
[2021-06-19 19:20:52 main:574] : INFO : Epoch 1707 | loss: 0.0311931 | val_loss: 0.0311981 | Time: 5152.73 ms
[2021-06-19 19:20:57 main:574] : INFO : Epoch 1708 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 5280.54 ms
[2021-06-19 19:21:03 main:574] : INFO : Epoch 1709 | loss: 0.0311933 | val_loss: 0.0311977 | Time: 5244.03 ms
[2021-06-19 19:21:08 main:574] : INFO : Epoch 1710 | loss: 0.0311927 | val_loss: 0.0311986 | Time: 5210.52 ms
[2021-06-19 19:21:13 main:574] : INFO : Epoch 1711 | loss: 0.0311929 | val_loss: 0.0311985 | Time: 5306.93 ms
[2021-06-19 19:21:19 main:574] : INFO : Epoch 1712 | loss: 0.0311928 | val_loss: 0.0311996 | Time: 5333.26 ms
[2021-06-19 19:21:24 main:574] : INFO : Epoch 1713 | loss: 0.0311931 | val_loss: 0.0311995 | Time: 5135.61 ms
[2021-06-19 19:21:29 main:574] : INFO : Epoch 1714 | loss: 0.0311929 | val_loss: 0.0312008 | Time: 5266.45 ms
[2021-06-19 19:21:35 main:574] : INFO : Epoch 1715 | loss: 0.0311926 | val_loss: 0.0311996 | Time: 5473.49 ms
[2021-06-19 19:21:40 main:574] : INFO : Epoch 1716 | loss: 0.0311928 | val_loss: 0.031198 | Time: 5261.66 ms
[2021-06-19 19:21:45 main:574] : INFO : Epoch 1717 | loss: 0.0311931 | val_loss: 0.0311978 | Time: 5158.82 ms
[2021-06-19 19:21:50 main:574] : INFO : Epoch 1718 | loss: 0.031193 | val_loss: 0.0311994 | Time: 5281.78 ms
[2021-06-19 19:21:56 main:574] : INFO : Epoch 1719 | loss: 0.0311938 | val_loss: 0.0311978 | Time: 5098.59 ms
[2021-06-19 19:22:01 main:574] : INFO : Epoch 1720 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 5322.82 ms
[2021-06-19 19:22:06 main:574] : INFO : Epoch 1721 | loss: 0.0311918 | val_loss: 0.0311991 | Time: 5218.65 ms
[2021-06-19 19:22:11 main:574] : INFO : Epoch 1722 | loss: 0.0311928 | val_loss: 0.0311985 | Time: 5286.18 ms
[2021-06-19 19:22:17 main:574] : INFO : Epoch 1723 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 5176.27 ms
[2021-06-19 19:22:22 main:574] : INFO : Epoch 1724 | loss: 0.0311916 | val_loss: 0.0311981 | Time: 5263.92 ms
[2021-06-19 19:22:27 main:574] : INFO : Epoch 1725 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 5090.2 ms
[2021-06-19 19:22:32 main:574] : INFO : Epoch 1726 | loss: 0.0311912 | val_loss: 0.0311976 | Time: 5239.92 ms
[2021-06-19 19:22:38 main:574] : INFO : Epoch 1727 | loss: 0.0311926 | val_loss: 0.0312069 | Time: 5292.82 ms
[2021-06-19 19:22:43 main:574] : INFO : Epoch 1728 | loss: 0.0311945 | val_loss: 0.0311993 | Time: 5371.72 ms
[2021-06-19 19:22:48 main:574] : INFO : Epoch 1729 | loss: 0.0311934 | val_loss: 0.0311991 | Time: 5158.09 ms
[2021-06-19 19:22:54 main:574] : INFO : Epoch 1730 | loss: 0.0311927 | val_loss: 0.0311989 | Time: 5198.61 ms
[2021-06-19 19:22:59 main:574] : INFO : Epoch 1731 | loss: 0.0311931 | val_loss: 0.0311994 | Time: 5226.77 ms
[2021-06-19 19:23:04 main:574] : INFO : Epoch 1732 | loss: 0.0311931 | val_loss: 0.0312039 | Time: 5081.1 ms
[2021-06-19 19:23:10 main:574] : INFO : Epoch 1733 | loss: 0.0311924 | val_loss: 0.0311993 | Time: 5455.46 ms
[2021-06-19 19:23:15 main:574] : INFO : Epoch 1734 | loss: 0.0311919 | val_loss: 0.0311978 | Time: 5373.7 ms
[2021-06-19 19:23:20 main:574] : INFO : Epoch 1735 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 5421.19 ms
[2021-06-19 19:23:26 main:574] : INFO : Epoch 1736 | loss: 0.0311917 | val_loss: 0.0312007 | Time: 5455.4 ms
[2021-06-19 19:23:31 main:574] : INFO : Epoch 1737 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 5286.17 ms
[2021-06-19 19:23:37 main:574] : INFO : Epoch 1738 | loss: 0.0311912 | val_loss: 0.0311984 | Time: 5263.62 ms
[2021-06-19 19:23:42 main:574] : INFO : Epoch 1739 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 5234.22 ms
[2021-06-19 19:23:47 main:574] : INFO : Epoch 1740 | loss: 0.0311933 | val_loss: 0.0312034 | Time: 5339.54 ms
[2021-06-19 19:23:52 main:574] : INFO : Epoch 1741 | loss: 0.0311924 | val_loss: 0.0311975 | Time: 5232.88 ms
[2021-06-19 19:23:58 main:574] : INFO : Epoch 1742 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 5167.06 ms
[2021-06-19 19:24:03 main:574] : INFO : Epoch 1743 | loss: 0.031191 | val_loss: 0.031198 | Time: 5201.38 ms
[2021-06-19 19:24:08 main:574] : INFO : Epoch 1744 | loss: 0.0311903 | val_loss: 0.0311997 | Time: 5198.92 ms
[2021-06-19 19:24:13 main:574] : INFO : Epoch 1745 | loss: 0.0311911 | val_loss: 0.0311974 | Time: 5136.6 ms
[2021-06-19 19:24:19 main:574] : INFO : Epoch 1746 | loss: 0.0311915 | val_loss: 0.0311976 | Time: 5356.68 ms
[2021-06-19 19:24:24 main:574] : INFO : Epoch 1747 | loss: 0.0311902 | val_loss: 0.0312004 | Time: 5341.31 ms
[2021-06-19 19:24:29 main:574] : INFO : Epoch 1748 | loss: 0.0311903 | val_loss: 0.0311977 | Time: 5267.66 ms
[2021-06-19 19:24:35 main:574] : INFO : Epoch 1749 | loss: 0.0311925 | val_loss: 0.0311988 | Time: 5210.17 ms
[2021-06-19 19:24:40 main:574] : INFO : Epoch 1750 | loss: 0.0311934 | val_loss: 0.0311982 | Time: 5203.67 ms
[2021-06-19 19:24:45 main:574] : INFO : Epoch 1751 | loss: 0.0311908 | val_loss: 0.0311999 | Time: 5107.72 ms
[2021-06-19 19:24:50 main:574] : INFO : Epoch 1752 | loss: 0.0311905 | val_loss: 0.0311983 | Time: 5258.17 ms
[2021-06-19 19:24:56 main:574] : INFO : Epoch 1753 | loss: 0.0311899 | val_loss: 0.0311988 | Time: 5249.91 ms
[2021-06-19 19:25:01 main:574] : INFO : Epoch 1754 | loss: 0.0311909 | val_loss: 0.0311979 | Time: 5273.8 ms
[2021-06-19 19:25:06 main:574] : INFO : Epoch 1755 | loss: 0.0311908 | val_loss: 0.0311979 | Time: 5072.56 ms
[2021-06-19 19:25:11 main:574] : INFO : Epoch 1756 | loss: 0.0311905 | val_loss: 0.0311993 | Time: 5161.97 ms
[2021-06-19 19:25:17 main:574] : INFO : Epoch 1757 | loss: 0.0311904 | val_loss: 0.0311977 | Time: 5241.71 ms
[2021-06-19 19:25:22 main:574] : INFO : Epoch 1758 | loss: 0.0311931 | val_loss: 0.0311991 | Time: 5214.62 ms
[2021-06-19 19:25:27 main:574] : INFO : Epoch 1759 | loss: 0.0311899 | val_loss: 0.031198 | Time: 5313.67 ms
[2021-06-19 19:25:32 main:574] : INFO : Epoch 1760 | loss: 0.0311902 | val_loss: 0.0311982 | Time: 5220.05 ms
[2021-06-19 19:25:38 main:574] : INFO : Epoch 1761 | loss: 0.0311904 | val_loss: 0.0311988 | Time: 5167.61 ms
[2021-06-19 19:25:43 main:574] : INFO : Epoch 1762 | loss: 0.0311904 | val_loss: 0.031197 | Time: 5111.36 ms
[2021-06-19 19:25:48 main:574] : INFO : Epoch 1763 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 5195.76 ms
[2021-06-19 19:25:53 main:574] : INFO : Epoch 1764 | loss: 0.0311907 | val_loss: 0.0311979 | Time: 5189.78 ms
[2021-06-19 19:25:59 main:574] : INFO : Epoch 1765 | loss: 0.031191 | val_loss: 0.031199 | Time: 5237.5 ms
[2021-06-19 19:26:04 main:574] : INFO : Epoch 1766 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 5208.18 ms
[2021-06-19 19:26:09 main:574] : INFO : Epoch 1767 | loss: 0.0311908 | val_loss: 0.0311974 | Time: 5200.49 ms
[2021-06-19 19:26:14 main:574] : INFO : Epoch 1768 | loss: 0.0311896 | val_loss: 0.0311983 | Time: 5264.62 ms
[2021-06-19 19:26:19 main:574] : INFO : Epoch 1769 | loss: 0.0311906 | val_loss: 0.0312003 | Time: 5134.56 ms
[2021-06-19 19:26:25 main:574] : INFO : Epoch 1770 | loss: 0.0311897 | val_loss: 0.0311987 | Time: 5170.44 ms
[2021-06-19 19:26:30 main:574] : INFO : Epoch 1771 | loss: 0.0311905 | val_loss: 0.0312001 | Time: 5300.19 ms
[2021-06-19 19:26:35 main:574] : INFO : Epoch 1772 | loss: 0.0311927 | val_loss: 0.0311994 | Time: 5264.87 ms
[2021-06-19 19:26:41 main:574] : INFO : Epoch 1773 | loss: 0.0311927 | val_loss: 0.0312001 | Time: 5242.55 ms
[2021-06-19 19:26:46 main:574] : INFO : Epoch 1774 | loss: 0.0311927 | val_loss: 0.0311977 | Time: 5182.02 ms
[2021-06-19 19:26:51 main:574] : INFO : Epoch 1775 | loss: 0.0311905 | val_loss: 0.0311976 | Time: 5217.69 ms
[2021-06-19 19:26:56 main:574] : INFO : Epoch 1776 | loss: 0.0311899 | val_loss: 0.0311993 | Time: 5181.9 ms
[2021-06-19 19:27:02 main:574] : INFO : Epoch 1777 | loss: 0.0311897 | val_loss: 0.0311972 | Time: 5262.07 ms
[2021-06-19 19:27:07 main:574] : INFO : Epoch 1778 | loss: 0.0311902 | val_loss: 0.031198 | Time: 5236.81 ms
[2021-06-19 19:27:12 main:574] : INFO : Epoch 1779 | loss: 0.0311893 | val_loss: 0.0311983 | Time: 5144.45 ms
[2021-06-19 19:27:17 main:574] : INFO : Epoch 1780 | loss: 0.0311894 | val_loss: 0.0311974 | Time: 5074.77 ms
[2021-06-19 19:27:23 main:574] : INFO : Epoch 1781 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 5325.29 ms
[2021-06-19 19:27:28 main:574] : INFO : Epoch 1782 | loss: 0.0311942 | val_loss: 0.0311976 | Time: 5240.06 ms
[2021-06-19 19:27:33 main:574] : INFO : Epoch 1783 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 5100.97 ms
[2021-06-19 19:27:38 main:574] : INFO : Epoch 1784 | loss: 0.0311913 | val_loss: 0.031198 | Time: 5345.83 ms
[2021-06-19 19:27:44 main:574] : INFO : Epoch 1785 | loss: 0.031189 | val_loss: 0.0311987 | Time: 5297.53 ms
[2021-06-19 19:27:49 main:574] : INFO : Epoch 1786 | loss: 0.0311895 | val_loss: 0.0311978 | Time: 5245.72 ms
[2021-06-19 19:27:54 main:574] : INFO : Epoch 1787 | loss: 0.0311893 | val_loss: 0.0311974 | Time: 5184.87 ms
[2021-06-19 19:28:00 main:574] : INFO : Epoch 1788 | loss: 0.0311908 | val_loss: 0.0311989 | Time: 5266.03 ms
[2021-06-19 19:28:05 main:574] : INFO : Epoch 1789 | loss: 0.0311956 | val_loss: 0.031203 | Time: 5122.91 ms
[2021-06-19 19:28:10 main:574] : INFO : Epoch 1790 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 5106.68 ms
[2021-06-19 19:28:15 main:574] : INFO : Epoch 1791 | loss: 0.0311939 | val_loss: 0.0312001 | Time: 5075.16 ms
[2021-06-19 19:28:20 main:574] : INFO : Epoch 1792 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 5316.66 ms
[2021-06-19 19:28:26 main:574] : INFO : Epoch 1793 | loss: 0.0311951 | val_loss: 0.031199 | Time: 5453.14 ms
[2021-06-19 19:28:31 main:574] : INFO : Epoch 1794 | loss: 0.0311917 | val_loss: 0.0311969 | Time: 5332.93 ms
[2021-06-19 19:28:37 main:574] : INFO : Epoch 1795 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 5270.01 ms
[2021-06-19 19:28:42 main:574] : INFO : Epoch 1796 | loss: 0.0311892 | val_loss: 0.0311974 | Time: 5269.84 ms
[2021-06-19 19:28:47 main:574] : INFO : Epoch 1797 | loss: 0.0311901 | val_loss: 0.031197 | Time: 5259.09 ms
[2021-06-19 19:28:53 main:574] : INFO : Epoch 1798 | loss: 0.0311893 | val_loss: 0.0311976 | Time: 5368.53 ms
[2021-06-19 19:28:58 main:574] : INFO : Epoch 1799 | loss: 0.0311901 | val_loss: 0.0311976 | Time: 5355.91 ms
[2021-06-19 19:29:03 main:574] : INFO : Epoch 1800 | loss: 0.0311887 | val_loss: 0.0311969 | Time: 5287.88 ms
[2021-06-19 19:29:08 main:574] : INFO : Epoch 1801 | loss: 0.0311889 | val_loss: 0.0311972 | Time: 4943.98 ms
[2021-06-19 19:29:13 main:574] : INFO : Epoch 1802 | loss: 0.0311924 | val_loss: 0.0311984 | Time: 4665.7 ms
[2021-06-19 19:29:18 main:574] : INFO : Epoch 1803 | loss: 0.0311901 | val_loss: 0.0311995 | Time: 4802.9 ms
[2021-06-19 19:29:23 main:574] : INFO : Epoch 1804 | loss: 0.0311901 | val_loss: 0.031197 | Time: 4940.93 ms
[2021-06-19 19:29:28 main:574] : INFO : Epoch 1805 | loss: 0.0311887 | val_loss: 0.0311991 | Time: 4781.89 ms
[2021-06-19 19:29:32 main:574] : INFO : Epoch 1806 | loss: 0.031189 | val_loss: 0.0312003 | Time: 4821.99 ms
[2021-06-19 19:29:37 main:574] : INFO : Epoch 1807 | loss: 0.0311901 | val_loss: 0.0311982 | Time: 4767.07 ms
[2021-06-19 19:29:42 main:574] : INFO : Epoch 1808 | loss: 0.0311919 | val_loss: 0.0312028 | Time: 4646.89 ms
[2021-06-19 19:29:47 main:574] : INFO : Epoch 1809 | loss: 0.0311943 | val_loss: 0.0312014 | Time: 4732.5 ms
[2021-06-19 19:29:52 main:574] : INFO : Epoch 1810 | loss: 0.0311906 | val_loss: 0.0312008 | Time: 5005.27 ms
[2021-06-19 19:29:56 main:574] : INFO : Epoch 1811 | loss: 0.0311882 | val_loss: 0.0311989 | Time: 4663.45 ms
[2021-06-19 19:30:01 main:574] : INFO : Epoch 1812 | loss: 0.0311882 | val_loss: 0.0311986 | Time: 4753.72 ms
[2021-06-19 19:30:06 main:574] : INFO : Epoch 1813 | loss: 0.0311896 | val_loss: 0.0311991 | Time: 4681.26 ms
[2021-06-19 19:30:11 main:574] : INFO : Epoch 1814 | loss: 0.0311884 | val_loss: 0.0311984 | Time: 4821.86 ms
[2021-06-19 19:30:15 main:574] : INFO : Epoch 1815 | loss: 0.0311878 | val_loss: 0.0311997 | Time: 4612.01 ms
[2021-06-19 19:30:20 main:574] : INFO : Epoch 1816 | loss: 0.0311876 | val_loss: 0.0312002 | Time: 4752.21 ms
[2021-06-19 19:30:25 main:574] : INFO : Epoch 1817 | loss: 0.0311887 | val_loss: 0.0311983 | Time: 4919.25 ms
[2021-06-19 19:30:30 main:574] : INFO : Epoch 1818 | loss: 0.031188 | val_loss: 0.0311987 | Time: 4656.42 ms
[2021-06-19 19:30:35 main:574] : INFO : Epoch 1819 | loss: 0.0311883 | val_loss: 0.0311989 | Time: 4723.92 ms
[2021-06-19 19:30:39 main:574] : INFO : Epoch 1820 | loss: 0.0311902 | val_loss: 0.0311986 | Time: 4678.79 ms
[2021-06-19 19:30:44 main:574] : INFO : Epoch 1821 | loss: 0.0311893 | val_loss: 0.0312015 | Time: 4980.38 ms
[2021-06-19 19:30:49 main:574] : INFO : Epoch 1822 | loss: 0.0311885 | val_loss: 0.0311984 | Time: 4659.37 ms
[2021-06-19 19:30:54 main:574] : INFO : Epoch 1823 | loss: 0.0311886 | val_loss: 0.0311987 | Time: 4676.51 ms
[2021-06-19 19:30:59 main:574] : INFO : Epoch 1824 | loss: 0.0311877 | val_loss: 0.0311986 | Time: 4755.14 ms
[2021-06-19 19:31:03 main:574] : INFO : Epoch 1825 | loss: 0.0311878 | val_loss: 0.0311994 | Time: 4764.36 ms
[2021-06-19 19:31:08 main:574] : INFO : Epoch 1826 | loss: 0.0311889 | val_loss: 0.0311987 | Time: 4773.62 ms
[2021-06-19 19:31:13 main:574] : INFO : Epoch 1827 | loss: 0.0311869 | val_loss: 0.0311998 | Time: 4874.94 ms
[2021-06-19 19:31:18 main:574] : INFO : Epoch 1828 | loss: 0.0311884 | val_loss: 0.0311978 | Time: 4598.68 ms
[2021-06-19 19:31:23 main:574] : INFO : Epoch 1829 | loss: 0.0311876 | val_loss: 0.0312027 | Time: 4671.78 ms
[2021-06-19 19:31:27 main:574] : INFO : Epoch 1830 | loss: 0.0311876 | val_loss: 0.0312002 | Time: 4832.79 ms
[2021-06-19 19:31:33 main:574] : INFO : Epoch 1831 | loss: 0.031188 | val_loss: 0.0311989 | Time: 5236.29 ms
[2021-06-19 19:31:38 main:574] : INFO : Epoch 1832 | loss: 0.0311904 | val_loss: 0.0312039 | Time: 5354.1 ms
[2021-06-19 19:31:44 main:574] : INFO : Epoch 1833 | loss: 0.0311902 | val_loss: 0.0312016 | Time: 5568.2 ms
[2021-06-19 19:31:49 main:574] : INFO : Epoch 1834 | loss: 0.0311909 | val_loss: 0.0311995 | Time: 5647.24 ms
[2021-06-19 19:31:55 main:574] : INFO : Epoch 1835 | loss: 0.0311895 | val_loss: 0.0311999 | Time: 5621.5 ms
[2021-06-19 19:32:00 main:574] : INFO : Epoch 1836 | loss: 0.0311881 | val_loss: 0.0311994 | Time: 5478.02 ms
[2021-06-19 19:32:06 main:574] : INFO : Epoch 1837 | loss: 0.0311873 | val_loss: 0.0311989 | Time: 5494.05 ms
[2021-06-19 19:32:12 main:574] : INFO : Epoch 1838 | loss: 0.0311865 | val_loss: 0.0311988 | Time: 5532.78 ms
[2021-06-19 19:32:17 main:574] : INFO : Epoch 1839 | loss: 0.0311876 | val_loss: 0.031199 | Time: 5608 ms
[2021-06-19 19:32:23 main:574] : INFO : Epoch 1840 | loss: 0.0311898 | val_loss: 0.0312008 | Time: 5452.07 ms
[2021-06-19 19:32:28 main:574] : INFO : Epoch 1841 | loss: 0.0311884 | val_loss: 0.0312043 | Time: 5517.05 ms
[2021-06-19 19:32:34 main:574] : INFO : Epoch 1842 | loss: 0.0311876 | val_loss: 0.0311983 | Time: 5555.09 ms
[2021-06-19 19:32:39 main:574] : INFO : Epoch 1843 | loss: 0.0311863 | val_loss: 0.0312013 | Time: 5429.78 ms
[2021-06-19 19:32:45 main:574] : INFO : Epoch 1844 | loss: 0.0311864 | val_loss: 0.0312029 | Time: 5602.01 ms
[2021-06-19 19:32:51 main:574] : INFO : Epoch 1845 | loss: 0.0311874 | val_loss: 0.0311999 | Time: 5554.05 ms
[2021-06-19 19:32:56 main:574] : INFO : Epoch 1846 | loss: 0.0311866 | val_loss: 0.0312008 | Time: 5547.12 ms
[2021-06-19 19:33:02 main:574] : INFO : Epoch 1847 | loss: 0.0311878 | val_loss: 0.0312003 | Time: 5512.53 ms
[2021-06-19 19:33:07 main:574] : INFO : Epoch 1848 | loss: 0.0311873 | val_loss: 0.0311998 | Time: 5512.08 ms
[2021-06-19 19:33:13 main:574] : INFO : Epoch 1849 | loss: 0.031188 | val_loss: 0.0312032 | Time: 5566.32 ms
[2021-06-19 19:33:18 main:574] : INFO : Epoch 1850 | loss: 0.031188 | val_loss: 0.0311989 | Time: 5303.95 ms
[2021-06-19 19:33:24 main:574] : INFO : Epoch 1851 | loss: 0.031187 | val_loss: 0.0311994 | Time: 5353.89 ms
[2021-06-19 19:33:29 main:574] : INFO : Epoch 1852 | loss: 0.0311863 | val_loss: 0.0311998 | Time: 5536.22 ms
[2021-06-19 19:33:35 main:574] : INFO : Epoch 1853 | loss: 0.0311861 | val_loss: 0.0312014 | Time: 5555.32 ms
[2021-06-19 19:33:40 main:574] : INFO : Epoch 1854 | loss: 0.0311869 | val_loss: 0.031199 | Time: 5529.96 ms
[2021-06-19 19:33:46 main:574] : INFO : Epoch 1855 | loss: 0.0311859 | val_loss: 0.0312029 | Time: 5534.76 ms
[2021-06-19 19:33:51 main:574] : INFO : Epoch 1856 | loss: 0.0311871 | val_loss: 0.0312009 | Time: 5443.24 ms
[2021-06-19 19:33:57 main:574] : INFO : Epoch 1857 | loss: 0.0311859 | val_loss: 0.0312003 | Time: 5572.07 ms
[2021-06-19 19:34:02 main:574] : INFO : Epoch 1858 | loss: 0.031186 | val_loss: 0.0311989 | Time: 5391.5 ms
[2021-06-19 19:34:08 main:574] : INFO : Epoch 1859 | loss: 0.0311855 | val_loss: 0.0311995 | Time: 5678.66 ms
[2021-06-19 19:34:14 main:574] : INFO : Epoch 1860 | loss: 0.0311855 | val_loss: 0.0312 | Time: 5365.95 ms
[2021-06-19 19:34:19 main:574] : INFO : Epoch 1861 | loss: 0.0311872 | val_loss: 0.0312 | Time: 5703.1 ms
[2021-06-19 19:34:25 main:574] : INFO : Epoch 1862 | loss: 0.0311885 | val_loss: 0.0311997 | Time: 5466.07 ms
[2021-06-19 19:34:30 main:574] : INFO : Epoch 1863 | loss: 0.0311877 | val_loss: 0.0311988 | Time: 5415.05 ms
[2021-06-19 19:34:36 main:574] : INFO : Epoch 1864 | loss: 0.0311864 | val_loss: 0.0312013 | Time: 5230.63 ms
[2021-06-19 19:34:41 main:574] : INFO : Epoch 1865 | loss: 0.0311882 | val_loss: 0.0311997 | Time: 5561.18 ms
[2021-06-19 19:34:47 main:574] : INFO : Epoch 1866 | loss: 0.0311864 | val_loss: 0.0312044 | Time: 5548.79 ms
[2021-06-19 19:34:52 main:574] : INFO : Epoch 1867 | loss: 0.0311863 | val_loss: 0.0312073 | Time: 5569.26 ms
[2021-06-19 19:34:58 main:574] : INFO : Epoch 1868 | loss: 0.0311873 | val_loss: 0.0312012 | Time: 5539.64 ms
[2021-06-19 19:35:04 main:574] : INFO : Epoch 1869 | loss: 0.0311857 | val_loss: 0.0312017 | Time: 5638.07 ms
[2021-06-19 19:35:09 main:574] : INFO : Epoch 1870 | loss: 0.0311864 | val_loss: 0.0312015 | Time: 5377.47 ms
[2021-06-19 19:35:15 main:574] : INFO : Epoch 1871 | loss: 0.0311859 | val_loss: 0.0312006 | Time: 5516.89 ms
[2021-06-19 19:35:20 main:574] : INFO : Epoch 1872 | loss: 0.0311856 | val_loss: 0.0311993 | Time: 5321.34 ms
[2021-06-19 19:35:26 main:574] : INFO : Epoch 1873 | loss: 0.0311873 | val_loss: 0.0312064 | Time: 5395.25 ms
[2021-06-19 19:35:31 main:574] : INFO : Epoch 1874 | loss: 0.0311869 | val_loss: 0.0312006 | Time: 5516.47 ms
[2021-06-19 19:35:37 main:574] : INFO : Epoch 1875 | loss: 0.0311853 | val_loss: 0.0312012 | Time: 5411.64 ms
[2021-06-19 19:35:42 main:574] : INFO : Epoch 1876 | loss: 0.0311862 | val_loss: 0.0312 | Time: 5566.59 ms
[2021-06-19 19:35:48 main:574] : INFO : Epoch 1877 | loss: 0.0311877 | val_loss: 0.0311995 | Time: 5368.5 ms
[2021-06-19 19:35:53 main:574] : INFO : Epoch 1878 | loss: 0.0311855 | val_loss: 0.0311989 | Time: 5605.51 ms
[2021-06-19 19:35:59 main:574] : INFO : Epoch 1879 | loss: 0.031185 | val_loss: 0.0312007 | Time: 5517.15 ms
[2021-06-19 19:36:04 main:574] : INFO : Epoch 1880 | loss: 0.0311852 | val_loss: 0.0312 | Time: 5532.25 ms
[2021-06-19 19:36:10 main:574] : INFO : Epoch 1881 | loss: 0.0311866 | val_loss: 0.0312034 | Time: 5524.95 ms
[2021-06-19 19:36:15 main:574] : INFO : Epoch 1882 | loss: 0.0311864 | val_loss: 0.0312043 | Time: 5519.36 ms
[2021-06-19 19:36:21 main:574] : INFO : Epoch 1883 | loss: 0.0311865 | val_loss: 0.0312048 | Time: 5483.16 ms
[2021-06-19 19:36:27 main:574] : INFO : Epoch 1884 | loss: 0.0311867 | val_loss: 0.0312049 | Time: 5557.52 ms
[2021-06-19 19:36:32 main:574] : INFO : Epoch 1885 | loss: 0.0311868 | val_loss: 0.0312043 | Time: 5369.1 ms
[2021-06-19 19:36:37 main:574] : INFO : Epoch 1886 | loss: 0.0311854 | val_loss: 0.0312027 | Time: 5369.09 ms
[2021-06-19 19:36:43 main:574] : INFO : Epoch 1887 | loss: 0.0311849 | val_loss: 0.0312036 | Time: 5555.07 ms
[2021-06-19 19:36:48 main:574] : INFO : Epoch 1888 | loss: 0.0311855 | val_loss: 0.0312031 | Time: 5456 ms
[2021-06-19 19:36:54 main:574] : INFO : Epoch 1889 | loss: 0.0311847 | val_loss: 0.0312003 | Time: 5594.68 ms
[2021-06-19 19:37:00 main:574] : INFO : Epoch 1890 | loss: 0.0311841 | val_loss: 0.0312021 | Time: 5673.85 ms
[2021-06-19 19:37:05 main:574] : INFO : Epoch 1891 | loss: 0.0311842 | val_loss: 0.031201 | Time: 5499.77 ms
[2021-06-19 19:37:11 main:574] : INFO : Epoch 1892 | loss: 0.0311839 | val_loss: 0.0312012 | Time: 5492.31 ms
[2021-06-19 19:37:16 main:574] : INFO : Epoch 1893 | loss: 0.0311856 | val_loss: 0.0312017 | Time: 5509.27 ms
[2021-06-19 19:37:22 main:574] : INFO : Epoch 1894 | loss: 0.031186 | val_loss: 0.0312006 | Time: 5465.52 ms
[2021-06-19 19:37:28 main:574] : INFO : Epoch 1895 | loss: 0.0311853 | val_loss: 0.0312009 | Time: 5571.06 ms
[2021-06-19 19:37:33 main:574] : INFO : Epoch 1896 | loss: 0.0311847 | val_loss: 0.0312055 | Time: 5542.59 ms
[2021-06-19 19:37:39 main:574] : INFO : Epoch 1897 | loss: 0.0311861 | val_loss: 0.0312021 | Time: 5583.82 ms
[2021-06-19 19:37:44 main:574] : INFO : Epoch 1898 | loss: 0.0311852 | val_loss: 0.0312006 | Time: 5449 ms
[2021-06-19 19:37:50 main:574] : INFO : Epoch 1899 | loss: 0.0311845 | val_loss: 0.0312034 | Time: 5470.82 ms
[2021-06-19 19:37:55 main:574] : INFO : Epoch 1900 | loss: 0.0311871 | val_loss: 0.0312061 | Time: 5580.49 ms
[2021-06-19 19:38:01 main:574] : INFO : Epoch 1901 | loss: 0.0311882 | val_loss: 0.0312024 | Time: 5322.09 ms
[2021-06-19 19:38:06 main:574] : INFO : Epoch 1902 | loss: 0.0311901 | val_loss: 0.0312021 | Time: 5408.6 ms
[2021-06-19 19:38:12 main:574] : INFO : Epoch 1903 | loss: 0.0311953 | val_loss: 0.0312098 | Time: 5401.15 ms
[2021-06-19 19:38:17 main:574] : INFO : Epoch 1904 | loss: 0.031193 | val_loss: 0.0312029 | Time: 5472.14 ms
[2021-06-19 19:38:23 main:574] : INFO : Epoch 1905 | loss: 0.0311871 | val_loss: 0.0311992 | Time: 5553.85 ms
[2021-06-19 19:38:28 main:574] : INFO : Epoch 1906 | loss: 0.0311861 | val_loss: 0.0312002 | Time: 5511 ms
[2021-06-19 19:38:34 main:574] : INFO : Epoch 1907 | loss: 0.0311851 | val_loss: 0.0311996 | Time: 5660.37 ms
[2021-06-19 19:38:40 main:574] : INFO : Epoch 1908 | loss: 0.0311882 | val_loss: 0.0311999 | Time: 5623.91 ms
[2021-06-19 19:38:45 main:574] : INFO : Epoch 1909 | loss: 0.0311882 | val_loss: 0.0312007 | Time: 5474.24 ms
[2021-06-19 19:38:51 main:574] : INFO : Epoch 1910 | loss: 0.0311864 | val_loss: 0.0311988 | Time: 5542.77 ms
[2021-06-19 19:38:56 main:574] : INFO : Epoch 1911 | loss: 0.0311856 | val_loss: 0.0311994 | Time: 5519.14 ms
[2021-06-19 19:39:02 main:574] : INFO : Epoch 1912 | loss: 0.0311854 | val_loss: 0.031199 | Time: 5514.64 ms
[2021-06-19 19:39:07 main:574] : INFO : Epoch 1913 | loss: 0.0311857 | val_loss: 0.0312006 | Time: 5448.27 ms
[2021-06-19 19:39:13 main:574] : INFO : Epoch 1914 | loss: 0.0311851 | val_loss: 0.0311989 | Time: 5395.15 ms
[2021-06-19 19:39:18 main:574] : INFO : Epoch 1915 | loss: 0.0311852 | val_loss: 0.0312008 | Time: 5474.17 ms
[2021-06-19 19:39:24 main:574] : INFO : Epoch 1916 | loss: 0.0311862 | val_loss: 0.0311983 | Time: 5318.68 ms
[2021-06-19 19:39:29 main:574] : INFO : Epoch 1917 | loss: 0.031186 | val_loss: 0.0312019 | Time: 5503.35 ms
[2021-06-19 19:39:35 main:574] : INFO : Epoch 1918 | loss: 0.0311855 | val_loss: 0.0312009 | Time: 5707.12 ms
[2021-06-19 19:39:41 main:574] : INFO : Epoch 1919 | loss: 0.0311858 | val_loss: 0.0312023 | Time: 5495.25 ms
[2021-06-19 19:39:46 main:574] : INFO : Epoch 1920 | loss: 0.0311855 | val_loss: 0.0312005 | Time: 5501 ms
[2021-06-19 19:39:52 main:574] : INFO : Epoch 1921 | loss: 0.0311845 | val_loss: 0.0311984 | Time: 5479.25 ms
[2021-06-19 19:39:57 main:574] : INFO : Epoch 1922 | loss: 0.0311847 | val_loss: 0.0312002 | Time: 5565.99 ms
[2021-06-19 19:40:03 main:574] : INFO : Epoch 1923 | loss: 0.0311841 | val_loss: 0.0312009 | Time: 5537.81 ms
[2021-06-19 19:40:08 main:574] : INFO : Epoch 1924 | loss: 0.0311842 | val_loss: 0.0311997 | Time: 5566.26 ms
[2021-06-19 19:40:14 main:574] : INFO : Epoch 1925 | loss: 0.0311839 | val_loss: 0.0311998 | Time: 5484.07 ms
[2021-06-19 19:40:19 main:574] : INFO : Epoch 1926 | loss: 0.031185 | val_loss: 0.0311988 | Time: 5373.16 ms
[2021-06-19 19:40:25 main:574] : INFO : Epoch 1927 | loss: 0.0311848 | val_loss: 0.0311993 | Time: 5618.68 ms
[2021-06-19 19:40:30 main:574] : INFO : Epoch 1928 | loss: 0.0311851 | val_loss: 0.031199 | Time: 5435.72 ms
[2021-06-19 19:40:36 main:574] : INFO : Epoch 1929 | loss: 0.0311841 | val_loss: 0.0312 | Time: 5520.93 ms
[2021-06-19 19:40:42 main:574] : INFO : Epoch 1930 | loss: 0.031185 | val_loss: 0.0311975 | Time: 5449.04 ms
[2021-06-19 19:40:47 main:574] : INFO : Epoch 1931 | loss: 0.0311841 | val_loss: 0.0312025 | Time: 5480.15 ms
[2021-06-19 19:40:53 main:574] : INFO : Epoch 1932 | loss: 0.0311838 | val_loss: 0.0311986 | Time: 5577.54 ms
[2021-06-19 19:40:58 main:574] : INFO : Epoch 1933 | loss: 0.031184 | val_loss: 0.0312006 | Time: 5595.59 ms
[2021-06-19 19:41:04 main:574] : INFO : Epoch 1934 | loss: 0.031186 | val_loss: 0.0311989 | Time: 5525.53 ms
[2021-06-19 19:41:09 main:574] : INFO : Epoch 1935 | loss: 0.0311851 | val_loss: 0.0312002 | Time: 5413.24 ms
[2021-06-19 19:41:15 main:574] : INFO : Epoch 1936 | loss: 0.0311838 | val_loss: 0.0311987 | Time: 5448.78 ms
[2021-06-19 19:41:20 main:574] : INFO : Epoch 1937 | loss: 0.0311834 | val_loss: 0.0311995 | Time: 5563.88 ms
[2021-06-19 19:41:26 main:574] : INFO : Epoch 1938 | loss: 0.0311833 | val_loss: 0.0311994 | Time: 5428.83 ms
[2021-06-19 19:41:31 main:574] : INFO : Epoch 1939 | loss: 0.0311835 | val_loss: 0.0312 | Time: 5446.83 ms
[2021-06-19 19:41:37 main:574] : INFO : Epoch 1940 | loss: 0.031184 | val_loss: 0.031199 | Time: 5471.95 ms
[2021-06-19 19:41:42 main:574] : INFO : Epoch 1941 | loss: 0.0311855 | val_loss: 0.031199 | Time: 5365.86 ms
[2021-06-19 19:41:48 main:574] : INFO : Epoch 1942 | loss: 0.0311847 | val_loss: 0.031198 | Time: 5743.51 ms
[2021-06-19 19:41:54 main:574] : INFO : Epoch 1943 | loss: 0.0311847 | val_loss: 0.0311994 | Time: 5419.74 ms
[2021-06-19 19:41:59 main:574] : INFO : Epoch 1944 | loss: 0.0311843 | val_loss: 0.0312005 | Time: 5464.42 ms
[2021-06-19 19:42:05 main:574] : INFO : Epoch 1945 | loss: 0.0311847 | val_loss: 0.0311983 | Time: 5544.46 ms
[2021-06-19 19:42:10 main:574] : INFO : Epoch 1946 | loss: 0.031184 | val_loss: 0.0312012 | Time: 5519.14 ms
[2021-06-19 19:42:16 main:574] : INFO : Epoch 1947 | loss: 0.0311855 | val_loss: 0.0311998 | Time: 5546.6 ms
[2021-06-19 19:42:21 main:574] : INFO : Epoch 1948 | loss: 0.0311849 | val_loss: 0.0311987 | Time: 5563.41 ms
[2021-06-19 19:42:27 main:574] : INFO : Epoch 1949 | loss: 0.0311844 | val_loss: 0.0311996 | Time: 5587.54 ms
[2021-06-19 19:42:33 main:574] : INFO : Epoch 1950 | loss: 0.0311862 | val_loss: 0.0312043 | Time: 5508.05 ms
[2021-06-19 19:42:38 main:574] : INFO : Epoch 1951 | loss: 0.0311856 | val_loss: 0.0311986 | Time: 5669.63 ms
[2021-06-19 19:42:44 main:574] : INFO : Epoch 1952 | loss: 0.0311849 | val_loss: 0.0311984 | Time: 5556.24 ms
[2021-06-19 19:42:50 main:574] : INFO : Epoch 1953 | loss: 0.0311845 | val_loss: 0.0311973 | Time: 5676.67 ms
[2021-06-19 19:42:55 main:574] : INFO : Epoch 1954 | loss: 0.0311864 | val_loss: 0.0311982 | Time: 5487 ms
[2021-06-19 19:43:01 main:574] : INFO : Epoch 1955 | loss: 0.0311865 | val_loss: 0.0311983 | Time: 5551.08 ms
[2021-06-19 19:43:06 main:574] : INFO : Epoch 1956 | loss: 0.0311838 | val_loss: 0.0311984 | Time: 5687.28 ms
[2021-06-19 19:43:12 main:574] : INFO : Epoch 1957 | loss: 0.0311853 | val_loss: 0.0311997 | Time: 5522.05 ms
[2021-06-19 19:43:18 main:574] : INFO : Epoch 1958 | loss: 0.031186 | val_loss: 0.0312026 | Time: 5512.92 ms
[2021-06-19 19:43:23 main:574] : INFO : Epoch 1959 | loss: 0.0311847 | val_loss: 0.0311971 | Time: 5285.57 ms
[2021-06-19 19:43:28 main:574] : INFO : Epoch 1960 | loss: 0.0311844 | val_loss: 0.0312001 | Time: 5528.8 ms
[2021-06-19 19:43:34 main:574] : INFO : Epoch 1961 | loss: 0.0311836 | val_loss: 0.0312025 | Time: 5470.73 ms
[2021-06-19 19:43:39 main:574] : INFO : Epoch 1962 | loss: 0.0311844 | val_loss: 0.0311989 | Time: 5387.44 ms
[2021-06-19 19:43:45 main:574] : INFO : Epoch 1963 | loss: 0.0311843 | val_loss: 0.0312001 | Time: 5523.89 ms
[2021-06-19 19:43:50 main:574] : INFO : Epoch 1964 | loss: 0.0311836 | val_loss: 0.0311979 | Time: 5436.05 ms
[2021-06-19 19:43:56 main:574] : INFO : Epoch 1965 | loss: 0.0311834 | val_loss: 0.0312003 | Time: 5467.45 ms
[2021-06-19 19:44:01 main:574] : INFO : Epoch 1966 | loss: 0.0311835 | val_loss: 0.031198 | Time: 5498.34 ms
[2021-06-19 19:44:07 main:574] : INFO : Epoch 1967 | loss: 0.0311824 | val_loss: 0.0311983 | Time: 5691.64 ms
[2021-06-19 19:44:13 main:574] : INFO : Epoch 1968 | loss: 0.0311821 | val_loss: 0.0311972 | Time: 5563.46 ms
[2021-06-19 19:44:18 main:574] : INFO : Epoch 1969 | loss: 0.0311829 | val_loss: 0.0311997 | Time: 5619.9 ms
[2021-06-19 19:44:24 main:574] : INFO : Epoch 1970 | loss: 0.0311849 | val_loss: 0.0311965 | Time: 5470.64 ms
[2021-06-19 19:44:29 main:574] : INFO : Epoch 1971 | loss: 0.0311859 | val_loss: 0.0312006 | Time: 5498.36 ms
[2021-06-19 19:44:35 main:574] : INFO : Epoch 1972 | loss: 0.0311858 | val_loss: 0.0311986 | Time: 5478.66 ms
[2021-06-19 19:44:40 main:574] : INFO : Epoch 1973 | loss: 0.0311828 | val_loss: 0.0311998 | Time: 5403.35 ms
[2021-06-19 19:44:46 main:574] : INFO : Epoch 1974 | loss: 0.031183 | val_loss: 0.0311984 | Time: 5530.19 ms
[2021-06-19 19:44:51 main:574] : INFO : Epoch 1975 | loss: 0.031182 | val_loss: 0.0311987 | Time: 5375.49 ms
[2021-06-19 19:44:57 main:574] : INFO : Epoch 1976 | loss: 0.0311818 | val_loss: 0.0311983 | Time: 5400.55 ms
[2021-06-19 19:45:02 main:574] : INFO : Epoch 1977 | loss: 0.0311821 | val_loss: 0.0311983 | Time: 5377.92 ms
[2021-06-19 19:45:08 main:574] : INFO : Epoch 1978 | loss: 0.0311819 | val_loss: 0.031197 | Time: 5576.92 ms
[2021-06-19 19:45:13 main:574] : INFO : Epoch 1979 | loss: 0.0311837 | val_loss: 0.0311975 | Time: 5516.15 ms
[2021-06-19 19:45:19 main:574] : INFO : Epoch 1980 | loss: 0.0311834 | val_loss: 0.0311985 | Time: 5540.75 ms
[2021-06-19 19:45:25 main:574] : INFO : Epoch 1981 | loss: 0.0311845 | val_loss: 0.0311975 | Time: 5525.98 ms
[2021-06-19 19:45:30 main:574] : INFO : Epoch 1982 | loss: 0.0311828 | val_loss: 0.0311965 | Time: 5805.45 ms
[2021-06-19 19:45:36 main:574] : INFO : Epoch 1983 | loss: 0.0311819 | val_loss: 0.031198 | Time: 5481.56 ms
[2021-06-19 19:45:42 main:574] : INFO : Epoch 1984 | loss: 0.0311823 | val_loss: 0.0311995 | Time: 5500.9 ms
[2021-06-19 19:45:47 main:574] : INFO : Epoch 1985 | loss: 0.0311834 | val_loss: 0.0312008 | Time: 5575.4 ms
[2021-06-19 19:45:53 main:574] : INFO : Epoch 1986 | loss: 0.0311952 | val_loss: 0.0312299 | Time: 5366.22 ms
[2021-06-19 19:45:58 main:574] : INFO : Epoch 1987 | loss: 0.0325883 | val_loss: 0.0317681 | Time: 5270.22 ms
[2021-06-19 19:46:04 main:574] : INFO : Epoch 1988 | loss: 0.0317837 | val_loss: 0.0313608 | Time: 5623.23 ms
[2021-06-19 19:46:09 main:574] : INFO : Epoch 1989 | loss: 0.0313346 | val_loss: 0.0312327 | Time: 5472.85 ms
[2021-06-19 19:46:14 main:574] : INFO : Epoch 1990 | loss: 0.0312177 | val_loss: 0.031203 | Time: 5337.55 ms
[2021-06-19 19:46:20 main:574] : INFO : Epoch 1991 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 5419.34 ms
[2021-06-19 19:46:25 main:574] : INFO : Epoch 1992 | loss: 0.0311931 | val_loss: 0.0311958 | Time: 5503.5 ms
[2021-06-19 19:46:31 main:574] : INFO : Epoch 1993 | loss: 0.0311912 | val_loss: 0.0311983 | Time: 5702.41 ms
[2021-06-19 19:46:37 main:574] : INFO : Epoch 1994 | loss: 0.0311914 | val_loss: 0.0311973 | Time: 5621.37 ms
[2021-06-19 19:46:42 main:574] : INFO : Epoch 1995 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 5490.12 ms
[2021-06-19 19:46:48 main:574] : INFO : Epoch 1996 | loss: 0.0311876 | val_loss: 0.0311959 | Time: 5561.49 ms
[2021-06-19 19:46:53 main:574] : INFO : Epoch 1997 | loss: 0.0311868 | val_loss: 0.0311959 | Time: 5518.54 ms
[2021-06-19 19:46:59 main:574] : INFO : Epoch 1998 | loss: 0.0311875 | val_loss: 0.0311945 | Time: 5705.15 ms
[2021-06-19 19:47:05 main:574] : INFO : Epoch 1999 | loss: 0.0311853 | val_loss: 0.0311961 | Time: 5428.48 ms
[2021-06-19 19:47:10 main:574] : INFO : Epoch 2000 | loss: 0.0311848 | val_loss: 0.0311952 | Time: 5278.84 ms
[2021-06-19 19:47:16 main:574] : INFO : Epoch 2001 | loss: 0.0311839 | val_loss: 0.0311976 | Time: 5546.72 ms
[2021-06-19 19:47:21 main:574] : INFO : Epoch 2002 | loss: 0.0311846 | val_loss: 0.0312004 | Time: 5385.33 ms
[2021-06-19 19:47:27 main:574] : INFO : Epoch 2003 | loss: 0.0311839 | val_loss: 0.031196 | Time: 5557.35 ms
[2021-06-19 19:47:32 main:574] : INFO : Epoch 2004 | loss: 0.0311837 | val_loss: 0.0311956 | Time: 5398.9 ms
[2021-06-19 19:47:38 main:574] : INFO : Epoch 2005 | loss: 0.0311833 | val_loss: 0.0311976 | Time: 5425.1 ms
[2021-06-19 19:47:43 main:574] : INFO : Epoch 2006 | loss: 0.0311833 | val_loss: 0.031196 | Time: 5557.64 ms
[2021-06-19 19:47:49 main:574] : INFO : Epoch 2007 | loss: 0.0311828 | val_loss: 0.0311968 | Time: 5604.89 ms
[2021-06-19 19:47:54 main:574] : INFO : Epoch 2008 | loss: 0.0311855 | val_loss: 0.0311968 | Time: 5578.47 ms
[2021-06-19 19:48:00 main:574] : INFO : Epoch 2009 | loss: 0.0311853 | val_loss: 0.0311993 | Time: 5649.01 ms
[2021-06-19 19:48:06 main:574] : INFO : Epoch 2010 | loss: 0.0311844 | val_loss: 0.0311977 | Time: 5452.07 ms
[2021-06-19 19:48:11 main:574] : INFO : Epoch 2011 | loss: 0.0311831 | val_loss: 0.0311973 | Time: 5461.8 ms
[2021-06-19 19:48:17 main:574] : INFO : Epoch 2012 | loss: 0.0311824 | val_loss: 0.0311972 | Time: 5584.08 ms
[2021-06-19 19:48:22 main:574] : INFO : Epoch 2013 | loss: 0.031182 | val_loss: 0.0311971 | Time: 5469.09 ms
[2021-06-19 19:48:28 main:574] : INFO : Epoch 2014 | loss: 0.0311823 | val_loss: 0.0311973 | Time: 5534.93 ms
[2021-06-19 19:48:33 main:574] : INFO : Epoch 2015 | loss: 0.0311818 | val_loss: 0.0311973 | Time: 5491.55 ms
[2021-06-19 19:48:39 main:574] : INFO : Epoch 2016 | loss: 0.0311819 | val_loss: 0.0311984 | Time: 5549.61 ms
[2021-06-19 19:48:45 main:574] : INFO : Epoch 2017 | loss: 0.0311824 | val_loss: 0.0312002 | Time: 5683.46 ms
[2021-06-19 19:48:50 main:574] : INFO : Epoch 2018 | loss: 0.0311821 | val_loss: 0.0311986 | Time: 5373.39 ms
[2021-06-19 19:48:55 main:574] : INFO : Epoch 2019 | loss: 0.0311817 | val_loss: 0.0311977 | Time: 5308.81 ms
[2021-06-19 19:49:01 main:574] : INFO : Epoch 2020 | loss: 0.0311821 | val_loss: 0.0311975 | Time: 5571.12 ms
[2021-06-19 19:49:06 main:574] : INFO : Epoch 2021 | loss: 0.0311823 | val_loss: 0.0311967 | Time: 5427.28 ms
[2021-06-19 19:49:12 main:574] : INFO : Epoch 2022 | loss: 0.0311814 | val_loss: 0.0311977 | Time: 5529.69 ms
[2021-06-19 19:49:18 main:574] : INFO : Epoch 2023 | loss: 0.031182 | val_loss: 0.0311967 | Time: 5576.91 ms
[2021-06-19 19:49:23 main:574] : INFO : Epoch 2024 | loss: 0.0311813 | val_loss: 0.0311971 | Time: 5616.8 ms
[2021-06-19 19:49:29 main:574] : INFO : Epoch 2025 | loss: 0.0311809 | val_loss: 0.0311971 | Time: 5568.44 ms
[2021-06-19 19:49:34 main:574] : INFO : Epoch 2026 | loss: 0.0311824 | val_loss: 0.0311986 | Time: 5362.1 ms
[2021-06-19 19:49:40 main:574] : INFO : Epoch 2027 | loss: 0.0311814 | val_loss: 0.0311983 | Time: 5463.63 ms
[2021-06-19 19:49:45 main:574] : INFO : Epoch 2028 | loss: 0.0311855 | val_loss: 0.0311989 | Time: 5591.47 ms
[2021-06-19 19:49:51 main:574] : INFO : Epoch 2029 | loss: 0.0311864 | val_loss: 0.0311993 | Time: 5605.8 ms
[2021-06-19 19:49:57 main:574] : INFO : Epoch 2030 | loss: 0.0311864 | val_loss: 0.0311976 | Time: 5525.01 ms
[2021-06-19 19:50:02 main:574] : INFO : Epoch 2031 | loss: 0.0311856 | val_loss: 0.0312013 | Time: 5449.11 ms
[2021-06-19 19:50:08 main:574] : INFO : Epoch 2032 | loss: 0.0311873 | val_loss: 0.0311979 | Time: 5454.9 ms
[2021-06-19 19:50:13 main:574] : INFO : Epoch 2033 | loss: 0.0311862 | val_loss: 0.0311984 | Time: 5531.59 ms
[2021-06-19 19:50:19 main:574] : INFO : Epoch 2034 | loss: 0.0311879 | val_loss: 0.0312 | Time: 5428.13 ms
[2021-06-19 19:50:24 main:574] : INFO : Epoch 2035 | loss: 0.0311862 | val_loss: 0.0311983 | Time: 5384.98 ms
[2021-06-19 19:50:30 main:574] : INFO : Epoch 2036 | loss: 0.031185 | val_loss: 0.0311977 | Time: 5515.75 ms
[2021-06-19 19:50:35 main:574] : INFO : Epoch 2037 | loss: 0.0311897 | val_loss: 0.0311989 | Time: 5625.95 ms
[2021-06-19 19:50:41 main:574] : INFO : Epoch 2038 | loss: 0.0311879 | val_loss: 0.0311989 | Time: 5515.81 ms
[2021-06-19 19:50:46 main:574] : INFO : Epoch 2039 | loss: 0.0311862 | val_loss: 0.0311996 | Time: 5499.11 ms
[2021-06-19 19:50:52 main:574] : INFO : Epoch 2040 | loss: 0.0311867 | val_loss: 0.0311967 | Time: 5456.39 ms
[2021-06-19 19:50:57 main:574] : INFO : Epoch 2041 | loss: 0.031185 | val_loss: 0.0311963 | Time: 5477.23 ms
[2021-06-19 19:51:03 main:574] : INFO : Epoch 2042 | loss: 0.031185 | val_loss: 0.0311973 | Time: 5293.71 ms
[2021-06-19 19:51:08 main:574] : INFO : Epoch 2043 | loss: 0.0311844 | val_loss: 0.0311963 | Time: 5491.54 ms
[2021-06-19 19:51:14 main:574] : INFO : Epoch 2044 | loss: 0.0311849 | val_loss: 0.0312009 | Time: 5580.19 ms
[2021-06-19 19:51:19 main:574] : INFO : Epoch 2045 | loss: 0.0311853 | val_loss: 0.0311988 | Time: 5425.4 ms
[2021-06-19 19:51:25 main:574] : INFO : Epoch 2046 | loss: 0.0311836 | val_loss: 0.0311984 | Time: 5490.87 ms
[2021-06-19 19:51:30 main:574] : INFO : Epoch 2047 | loss: 0.0311836 | val_loss: 0.0311979 | Time: 5528.48 ms
[2021-06-19 19:51:36 main:574] : INFO : Epoch 2048 | loss: 0.0311843 | val_loss: 0.0311992 | Time: 5747.81 ms
[2021-06-19 19:51:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311992
[2021-06-19 19:51:36 main:603] : INFO : Saving end state to config to file
[2021-06-19 19:51:36 main:608] : INFO : Success, exiting..
19:51:36 (1800): 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)