Task 14547342
| Name | ParityModified-1647045314-302-3-0_1 |
| Workunit | 11294958 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:16:16 UTC |
| Report deadline | 16 Apr 2022, 6:16:16 UTC |
| Received | 8 Apr 2022, 9:51:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16285 |
| Run time | 1 hours 23 min 11 sec |
| CPU time | 1 hours 20 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,240.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.50 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311995 | val_loss: 0.0312008 | Time: 2372.36 ms
[2022-04-08 04:56:10 main:574] : INFO : Epoch 1543 | loss: 0.0311992 | val_loss: 0.0312004 | Time: 2370.73 ms
[2022-04-08 04:56:12 main:574] : INFO : Epoch 1544 | loss: 0.0311997 | val_loss: 0.0312011 | Time: 2368.03 ms
[2022-04-08 04:56:14 main:574] : INFO : Epoch 1545 | loss: 0.0311995 | val_loss: 0.0312011 | Time: 2374.34 ms
[2022-04-08 04:56:17 main:574] : INFO : Epoch 1546 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 2376.68 ms
[2022-04-08 04:56:19 main:574] : INFO : Epoch 1547 | loss: 0.0311998 | val_loss: 0.0311989 | Time: 2371.67 ms
[2022-04-08 04:56:22 main:574] : INFO : Epoch 1548 | loss: 0.0311994 | val_loss: 0.0311987 | Time: 2373.69 ms
[2022-04-08 04:56:24 main:574] : INFO : Epoch 1549 | loss: 0.0311986 | val_loss: 0.0311992 | Time: 2370.86 ms
[2022-04-08 04:56:26 main:574] : INFO : Epoch 1550 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 2376.83 ms
[2022-04-08 04:56:29 main:574] : INFO : Epoch 1551 | loss: 0.0311986 | val_loss: 0.031199 | Time: 2372.93 ms
[2022-04-08 04:56:31 main:574] : INFO : Epoch 1552 | loss: 0.031199 | val_loss: 0.0311987 | Time: 2372.21 ms
[2022-04-08 04:56:33 main:574] : INFO : Epoch 1553 | loss: 0.0311992 | val_loss: 0.0312002 | Time: 2370.76 ms
[2022-04-08 04:56:36 main:574] : INFO : Epoch 1554 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 2372.34 ms
[2022-04-08 04:56:38 main:574] : INFO : Epoch 1555 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 2375.17 ms
[2022-04-08 04:56:41 main:574] : INFO : Epoch 1556 | loss: 0.0312011 | val_loss: 0.0311992 | Time: 2373.78 ms
[2022-04-08 04:56:43 main:574] : INFO : Epoch 1557 | loss: 0.0311995 | val_loss: 0.0311993 | Time: 2376.62 ms
[2022-04-08 04:56:45 main:574] : INFO : Epoch 1558 | loss: 0.0311991 | val_loss: 0.0312014 | Time: 2374.4 ms
[2022-04-08 04:56:48 main:574] : INFO : Epoch 1559 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 2372.32 ms
[2022-04-08 04:56:50 main:574] : INFO : Epoch 1560 | loss: 0.0312002 | val_loss: 0.0311991 | Time: 2379.57 ms
[2022-04-08 04:56:52 main:574] : INFO : Epoch 1561 | loss: 0.0311992 | val_loss: 0.0311992 | Time: 2375.45 ms
[2022-04-08 04:56:55 main:574] : INFO : Epoch 1562 | loss: 0.0311989 | val_loss: 0.0312009 | Time: 2374.34 ms
[2022-04-08 04:56:57 main:574] : INFO : Epoch 1563 | loss: 0.0311998 | val_loss: 0.0312028 | Time: 2373.37 ms
[2022-04-08 04:57:00 main:574] : INFO : Epoch 1564 | loss: 0.0312 | val_loss: 0.0311998 | Time: 2369.73 ms
[2022-04-08 04:57:02 main:574] : INFO : Epoch 1565 | loss: 0.031198 | val_loss: 0.0311984 | Time: 2373.93 ms
[2022-04-08 04:57:04 main:574] : INFO : Epoch 1566 | loss: 0.0311981 | val_loss: 0.0311985 | Time: 2372.38 ms
[2022-04-08 04:57:07 main:574] : INFO : Epoch 1567 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 2375.84 ms
[2022-04-08 04:57:09 main:574] : INFO : Epoch 1568 | loss: 0.0311992 | val_loss: 0.0312022 | Time: 2375.73 ms
[2022-04-08 04:57:11 main:574] : INFO : Epoch 1569 | loss: 0.0311992 | val_loss: 0.0311992 | Time: 2370.29 ms
[2022-04-08 04:57:14 main:574] : INFO : Epoch 1570 | loss: 0.0311994 | val_loss: 0.0311993 | Time: 2379.69 ms
[2022-04-08 04:57:16 main:574] : INFO : Epoch 1571 | loss: 0.0311987 | val_loss: 0.0312 | Time: 2370.02 ms
[2022-04-08 04:57:19 main:574] : INFO : Epoch 1572 | loss: 0.0311987 | val_loss: 0.0311991 | Time: 2372.83 ms
[2022-04-08 04:57:21 main:574] : INFO : Epoch 1573 | loss: 0.0311981 | val_loss: 0.031199 | Time: 2373.64 ms
[2022-04-08 04:57:23 main:574] : INFO : Epoch 1574 | loss: 0.0311984 | val_loss: 0.0312002 | Time: 2374.22 ms
[2022-04-08 04:57:26 main:574] : INFO : Epoch 1575 | loss: 0.0311993 | val_loss: 0.0312004 | Time: 2377.02 ms
[2022-04-08 04:57:28 main:574] : INFO : Epoch 1576 | loss: 0.0311983 | val_loss: 0.0312039 | Time: 2372.9 ms
[2022-04-08 04:57:31 main:574] : INFO : Epoch 1577 | loss: 0.0311989 | val_loss: 0.0311987 | Time: 2374.13 ms
[2022-04-08 04:57:33 main:574] : INFO : Epoch 1578 | loss: 0.0311988 | val_loss: 0.0312004 | Time: 2367.89 ms
[2022-04-08 04:57:35 main:574] : INFO : Epoch 1579 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 2372.51 ms
[2022-04-08 04:57:38 main:574] : INFO : Epoch 1580 | loss: 0.0311985 | val_loss: 0.0311984 | Time: 2374.19 ms
[2022-04-08 04:57:40 main:574] : INFO : Epoch 1581 | loss: 0.0311972 | val_loss: 0.0311993 | Time: 2376.58 ms
[2022-04-08 04:57:42 main:574] : INFO : Epoch 1582 | loss: 0.0311978 | val_loss: 0.0311984 | Time: 2374.16 ms
[2022-04-08 04:57:45 main:574] : INFO : Epoch 1583 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 2374.07 ms
[2022-04-08 04:57:47 main:574] : INFO : Epoch 1584 | loss: 0.0311976 | val_loss: 0.0311989 | Time: 2376.52 ms
[2022-04-08 04:57:50 main:574] : INFO : Epoch 1585 | loss: 0.031197 | val_loss: 0.0311988 | Time: 2376.91 ms
[2022-04-08 04:57:52 main:574] : INFO : Epoch 1586 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 2369.36 ms
[2022-04-08 04:57:54 main:574] : INFO : Epoch 1587 | loss: 0.031197 | val_loss: 0.0311982 | Time: 2373.63 ms
[2022-04-08 04:57:57 main:574] : INFO : Epoch 1588 | loss: 0.0311968 | val_loss: 0.0312031 | Time: 2371.69 ms
[2022-04-08 04:57:59 main:574] : INFO : Epoch 1589 | loss: 0.031198 | val_loss: 0.0311993 | Time: 2369.94 ms
[2022-04-08 04:58:01 main:574] : INFO : Epoch 1590 | loss: 0.0311982 | val_loss: 0.0311983 | Time: 2377.19 ms
[2022-04-08 04:58:04 main:574] : INFO : Epoch 1591 | loss: 0.0311971 | val_loss: 0.0312024 | Time: 2372.05 ms
[2022-04-08 04:58:06 main:574] : INFO : Epoch 1592 | loss: 0.0311987 | val_loss: 0.0311984 | Time: 2375.53 ms
[2022-04-08 04:58:09 main:574] : INFO : Epoch 1593 | loss: 0.0311968 | val_loss: 0.0312007 | Time: 2369.61 ms
[2022-04-08 04:58:11 main:574] : INFO : Epoch 1594 | loss: 0.0311967 | val_loss: 0.0311988 | Time: 2374.8 ms
[2022-04-08 04:58:13 main:574] : INFO : Epoch 1595 | loss: 0.0311967 | val_loss: 0.0312043 | Time: 2379.37 ms
[2022-04-08 04:58:16 main:574] : INFO : Epoch 1596 | loss: 0.0311975 | val_loss: 0.0311983 | Time: 2371.08 ms
[2022-04-08 04:58:18 main:574] : INFO : Epoch 1597 | loss: 0.0311972 | val_loss: 0.0311995 | Time: 2374.9 ms
[2022-04-08 04:58:20 main:574] : INFO : Epoch 1598 | loss: 0.0312015 | val_loss: 0.0311981 | Time: 2369.41 ms
[2022-04-08 04:58:23 main:574] : INFO : Epoch 1599 | loss: 0.0311988 | val_loss: 0.0311986 | Time: 2374.43 ms
[2022-04-08 04:58:25 main:574] : INFO : Epoch 1600 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 2373.92 ms
[2022-04-08 04:58:28 main:574] : INFO : Epoch 1601 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 2378.63 ms
[2022-04-08 04:58:30 main:574] : INFO : Epoch 1602 | loss: 0.0311978 | val_loss: 0.0311995 | Time: 2377.17 ms
[2022-04-08 04:58:32 main:574] : INFO : Epoch 1603 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 2371.8 ms
[2022-04-08 04:58:35 main:574] : INFO : Epoch 1604 | loss: 0.0311977 | val_loss: 0.0311992 | Time: 2373.11 ms
[2022-04-08 04:58:37 main:574] : INFO : Epoch 1605 | loss: 0.0311992 | val_loss: 0.0311987 | Time: 2372.81 ms
[2022-04-08 04:58:40 main:574] : INFO : Epoch 1606 | loss: 0.0311972 | val_loss: 0.031199 | Time: 2376.69 ms
[2022-04-08 04:58:42 main:574] : INFO : Epoch 1607 | loss: 0.0311977 | val_loss: 0.0311995 | Time: 2375.15 ms
[2022-04-08 04:58:44 main:574] : INFO : Epoch 1608 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 2373.78 ms
[2022-04-08 04:58:47 main:574] : INFO : Epoch 1609 | loss: 0.031199 | val_loss: 0.0312054 | Time: 2379.38 ms
[2022-04-08 04:58:49 main:574] : INFO : Epoch 1610 | loss: 0.0311988 | val_loss: 0.0312026 | Time: 2373.74 ms
[2022-04-08 04:58:51 main:574] : INFO : Epoch 1611 | loss: 0.0311979 | val_loss: 0.0311976 | Time: 2381.33 ms
[2022-04-08 04:58:54 main:574] : INFO : Epoch 1612 | loss: 0.0311984 | val_loss: 0.0312006 | Time: 2372.21 ms
[2022-04-08 04:58:56 main:574] : INFO : Epoch 1613 | loss: 0.0311993 | val_loss: 0.0311984 | Time: 2372.85 ms
[2022-04-08 04:58:59 main:574] : INFO : Epoch 1614 | loss: 0.0311985 | val_loss: 0.0311979 | Time: 2379.68 ms
[2022-04-08 04:59:01 main:574] : INFO : Epoch 1615 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 2376.17 ms
[2022-04-08 04:59:03 main:574] : INFO : Epoch 1616 | loss: 0.0311961 | val_loss: 0.0312 | Time: 2370.13 ms
[2022-04-08 04:59:06 main:574] : INFO : Epoch 1617 | loss: 0.0311966 | val_loss: 0.0311983 | Time: 2373.24 ms
[2022-04-08 04:59:08 main:574] : INFO : Epoch 1618 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 2373.31 ms
[2022-04-08 04:59:10 main:574] : INFO : Epoch 1619 | loss: 0.0311958 | val_loss: 0.031199 | Time: 2375.11 ms
[2022-04-08 04:59:13 main:574] : INFO : Epoch 1620 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 2373.66 ms
[2022-04-08 04:59:15 main:574] : INFO : Epoch 1621 | loss: 0.0311975 | val_loss: 0.0311984 | Time: 2375.46 ms
[2022-04-08 04:59:18 main:574] : INFO : Epoch 1622 | loss: 0.0311974 | val_loss: 0.0311982 | Time: 2372.13 ms
[2022-04-08 04:59:20 main:574] : INFO : Epoch 1623 | loss: 0.0311958 | val_loss: 0.0311985 | Time: 2374.63 ms
[2022-04-08 04:59:22 main:574] : INFO : Epoch 1624 | loss: 0.0311968 | val_loss: 0.0312007 | Time: 2376.2 ms
[2022-04-08 04:59:25 main:574] : INFO : Epoch 1625 | loss: 0.0311968 | val_loss: 0.0312006 | Time: 2366.75 ms
[2022-04-08 04:59:27 main:574] : INFO : Epoch 1626 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 2381.56 ms
[2022-04-08 04:59:30 main:574] : INFO : Epoch 1627 | loss: 0.0311976 | val_loss: 0.0312 | Time: 2379.62 ms
[2022-04-08 04:59:32 main:574] : INFO : Epoch 1628 | loss: 0.0311966 | val_loss: 0.0311986 | Time: 2373.76 ms
[2022-04-08 04:59:34 main:574] : INFO : Epoch 1629 | loss: 0.0311988 | val_loss: 0.0311981 | Time: 2375.21 ms
[2022-04-08 04:59:37 main:574] : INFO : Epoch 1630 | loss: 0.031197 | val_loss: 0.0311986 | Time: 2374.24 ms
[2022-04-08 04:59:39 main:574] : INFO : Epoch 1631 | loss: 0.0311971 | val_loss: 0.0312031 | Time: 2378.24 ms
[2022-04-08 04:59:41 main:574] : INFO : Epoch 1632 | loss: 0.0311978 | val_loss: 0.0311986 | Time: 2372.37 ms
[2022-04-08 04:59:44 main:574] : INFO : Epoch 1633 | loss: 0.0311964 | val_loss: 0.031198 | Time: 2371.83 ms
[2022-04-08 04:59:46 main:574] : INFO : Epoch 1634 | loss: 0.031198 | val_loss: 0.0312035 | Time: 2379.16 ms
[2022-04-08 04:59:49 main:574] : INFO : Epoch 1635 | loss: 0.0311987 | val_loss: 0.0311973 | Time: 2373.1 ms
[2022-04-08 04:59:51 main:574] : INFO : Epoch 1636 | loss: 0.0311969 | val_loss: 0.0311974 | Time: 2382.73 ms
[2022-04-08 04:59:53 main:574] : INFO : Epoch 1637 | loss: 0.0311961 | val_loss: 0.0311992 | Time: 2380.2 ms
[2022-04-08 04:59:56 main:574] : INFO : Epoch 1638 | loss: 0.0311971 | val_loss: 0.0311989 | Time: 2385.14 ms
[2022-04-08 04:59:58 main:574] : INFO : Epoch 1639 | loss: 0.0311981 | val_loss: 0.0311986 | Time: 2381.36 ms
[2022-04-08 05:00:01 main:574] : INFO : Epoch 1640 | loss: 0.0311955 | val_loss: 0.0311972 | Time: 2377.55 ms
[2022-04-08 05:00:03 main:574] : INFO : Epoch 1641 | loss: 0.0311958 | val_loss: 0.0311978 | Time: 2388.99 ms
[2022-04-08 05:00:05 main:574] : INFO : Epoch 1642 | loss: 0.0311962 | val_loss: 0.0311975 | Time: 2374.62 ms
[2022-04-08 05:00:08 main:574] : INFO : Epoch 1643 | loss: 0.0311963 | val_loss: 0.0311978 | Time: 2384.71 ms
[2022-04-08 05:00:10 main:574] : INFO : Epoch 1644 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 2383.23 ms
[2022-04-08 05:00:12 main:574] : INFO : Epoch 1645 | loss: 0.0311968 | val_loss: 0.0311998 | Time: 2379.12 ms
[2022-04-08 05:00:15 main:574] : INFO : Epoch 1646 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 2386.22 ms
[2022-04-08 05:00:17 main:574] : INFO : Epoch 1647 | loss: 0.0311964 | val_loss: 0.0312018 | Time: 2378.39 ms
[2022-04-08 05:00:20 main:574] : INFO : Epoch 1648 | loss: 0.0311961 | val_loss: 0.0311963 | Time: 2383.85 ms
[2022-04-08 05:00:22 main:574] : INFO : Epoch 1649 | loss: 0.0311965 | val_loss: 0.0311967 | Time: 2385.89 ms
[2022-04-08 05:00:24 main:574] : INFO : Epoch 1650 | loss: 0.0311982 | val_loss: 0.0312051 | Time: 2374.21 ms
[2022-04-08 05:00:27 main:574] : INFO : Epoch 1651 | loss: 0.0311974 | val_loss: 0.0311968 | Time: 2387.09 ms
[2022-04-08 05:00:29 main:574] : INFO : Epoch 1652 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 2389.26 ms
[2022-04-08 05:00:32 main:574] : INFO : Epoch 1653 | loss: 0.0311968 | val_loss: 0.0311969 | Time: 2377.98 ms
[2022-04-08 05:00:34 main:574] : INFO : Epoch 1654 | loss: 0.0311952 | val_loss: 0.0311972 | Time: 2381.01 ms
[2022-04-08 05:00:36 main:574] : INFO : Epoch 1655 | loss: 0.0311948 | val_loss: 0.0311983 | Time: 2381.52 ms
[2022-04-08 05:00:39 main:574] : INFO : Epoch 1656 | loss: 0.0311958 | val_loss: 0.0311969 | Time: 2382.9 ms
[2022-04-08 05:00:41 main:574] : INFO : Epoch 1657 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 2380.91 ms
[2022-04-08 05:00:44 main:574] : INFO : Epoch 1658 | loss: 0.031196 | val_loss: 0.0311971 | Time: 2379.47 ms
[2022-04-08 05:00:46 main:574] : INFO : Epoch 1659 | loss: 0.0311989 | val_loss: 0.031203 | Time: 2382.68 ms
[2022-04-08 05:00:48 main:574] : INFO : Epoch 1660 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 2374.68 ms
[2022-04-08 05:00:51 main:574] : INFO : Epoch 1661 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 2384.66 ms
[2022-04-08 05:00:53 main:574] : INFO : Epoch 1662 | loss: 0.031195 | val_loss: 0.0311968 | Time: 2377.37 ms
[2022-04-08 05:00:55 main:574] : INFO : Epoch 1663 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 2376.66 ms
[2022-04-08 05:00:58 main:574] : INFO : Epoch 1664 | loss: 0.0311991 | val_loss: 0.0311972 | Time: 2376.5 ms
[2022-04-08 05:01:00 main:574] : INFO : Epoch 1665 | loss: 0.0312008 | val_loss: 0.0312075 | Time: 2392.25 ms
[2022-04-08 05:01:03 main:574] : INFO : Epoch 1666 | loss: 0.0312029 | val_loss: 0.0312014 | Time: 2378.49 ms
[2022-04-08 05:01:05 main:574] : INFO : Epoch 1667 | loss: 0.0312003 | val_loss: 0.0311978 | Time: 2382.5 ms
[2022-04-08 05:01:07 main:574] : INFO : Epoch 1668 | loss: 0.0311978 | val_loss: 0.0312 | Time: 2381.75 ms
[2022-04-08 05:01:10 main:574] : INFO : Epoch 1669 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 2378.34 ms
[2022-04-08 05:01:12 main:574] : INFO : Epoch 1670 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 2381.18 ms
[2022-04-08 05:01:15 main:574] : INFO : Epoch 1671 | loss: 0.0311964 | val_loss: 0.0311965 | Time: 2386.34 ms
[2022-04-08 05:01:17 main:574] : INFO : Epoch 1672 | loss: 0.0311952 | val_loss: 0.031197 | Time: 2374.25 ms
[2022-04-08 05:01:19 main:574] : INFO : Epoch 1673 | loss: 0.0311953 | val_loss: 0.031197 | Time: 2384.5 ms
[2022-04-08 05:01:22 main:574] : INFO : Epoch 1674 | loss: 0.0311955 | val_loss: 0.031196 | Time: 2376.06 ms
[2022-04-08 05:01:24 main:574] : INFO : Epoch 1675 | loss: 0.0311949 | val_loss: 0.0311984 | Time: 2379.46 ms
[2022-04-08 05:01:27 main:574] : INFO : Epoch 1676 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 2386.69 ms
[2022-04-08 05:01:29 main:574] : INFO : Epoch 1677 | loss: 0.0311954 | val_loss: 0.0311964 | Time: 2384.16 ms
[2022-04-08 05:01:31 main:574] : INFO : Epoch 1678 | loss: 0.0311951 | val_loss: 0.0311965 | Time: 2386.6 ms
[2022-04-08 05:01:34 main:574] : INFO : Epoch 1679 | loss: 0.0311958 | val_loss: 0.031198 | Time: 2374.1 ms
[2022-04-08 05:01:36 main:574] : INFO : Epoch 1680 | loss: 0.0311975 | val_loss: 0.0311983 | Time: 2382.15 ms
[2022-04-08 05:01:38 main:574] : INFO : Epoch 1681 | loss: 0.0311973 | val_loss: 0.0311976 | Time: 2383.45 ms
[2022-04-08 05:01:41 main:574] : INFO : Epoch 1682 | loss: 0.0311968 | val_loss: 0.0312019 | Time: 2383.46 ms
[2022-04-08 05:01:43 main:574] : INFO : Epoch 1683 | loss: 0.0311956 | val_loss: 0.031198 | Time: 2381.19 ms
[2022-04-08 05:01:46 main:574] : INFO : Epoch 1684 | loss: 0.031196 | val_loss: 0.0312007 | Time: 2384.09 ms
[2022-04-08 05:01:48 main:574] : INFO : Epoch 1685 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 2386.75 ms
[2022-04-08 05:01:50 main:574] : INFO : Epoch 1686 | loss: 0.0311966 | val_loss: 0.0311997 | Time: 2386.03 ms
[2022-04-08 05:01:53 main:574] : INFO : Epoch 1687 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 2374.83 ms
[2022-04-08 05:01:55 main:574] : INFO : Epoch 1688 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 2381.82 ms
[2022-04-08 05:01:58 main:574] : INFO : Epoch 1689 | loss: 0.0311963 | val_loss: 0.0312004 | Time: 2372.95 ms
[2022-04-08 05:02:00 main:574] : INFO : Epoch 1690 | loss: 0.0311966 | val_loss: 0.0311971 | Time: 2382.75 ms
[2022-04-08 05:02:02 main:574] : INFO : Epoch 1691 | loss: 0.0311958 | val_loss: 0.0311965 | Time: 2379.66 ms
[2022-04-08 05:02:05 main:574] : INFO : Epoch 1692 | loss: 0.0311957 | val_loss: 0.031198 | Time: 2379.06 ms
[2022-04-08 05:02:07 main:574] : INFO : Epoch 1693 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 2384.24 ms
[2022-04-08 05:02:09 main:574] : INFO : Epoch 1694 | loss: 0.0311958 | val_loss: 0.0311979 | Time: 2375.07 ms
[2022-04-08 05:02:12 main:574] : INFO : Epoch 1695 | loss: 0.0312003 | val_loss: 0.0312044 | Time: 2383.64 ms
[2022-04-08 05:02:14 main:574] : INFO : Epoch 1696 | loss: 0.031201 | val_loss: 0.0312034 | Time: 2375.28 ms
[2022-04-08 05:02:17 main:574] : INFO : Epoch 1697 | loss: 0.0312003 | val_loss: 0.0312007 | Time: 2381.82 ms
[2022-04-08 05:02:19 main:574] : INFO : Epoch 1698 | loss: 0.0311989 | val_loss: 0.0311983 | Time: 2381.48 ms
[2022-04-08 05:02:21 main:574] : INFO : Epoch 1699 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 2380.14 ms
[2022-04-08 05:02:24 main:574] : INFO : Epoch 1700 | loss: 0.0311991 | val_loss: 0.0312078 | Time: 2383.04 ms
[2022-04-08 05:02:26 main:574] : INFO : Epoch 1701 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 2378.27 ms
[2022-04-08 05:02:29 main:574] : INFO : Epoch 1702 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 2376.95 ms
[2022-04-08 05:02:31 main:574] : INFO : Epoch 1703 | loss: 0.0311993 | val_loss: 0.0312001 | Time: 2387.7 ms
[2022-04-08 05:02:33 main:574] : INFO : Epoch 1704 | loss: 0.031199 | val_loss: 0.0311997 | Time: 2375.41 ms
[2022-04-08 05:02:36 main:574] : INFO : Epoch 1705 | loss: 0.0311998 | val_loss: 0.0311996 | Time: 2378.85 ms
[2022-04-08 05:02:38 main:574] : INFO : Epoch 1706 | loss: 0.0311989 | val_loss: 0.031199 | Time: 2381.05 ms
[2022-04-08 05:02:40 main:574] : INFO : Epoch 1707 | loss: 0.0311983 | val_loss: 0.0311983 | Time: 2383.52 ms
[2022-04-08 05:02:43 main:574] : INFO : Epoch 1708 | loss: 0.0311992 | val_loss: 0.0311976 | Time: 2381.85 ms
[2022-04-08 05:02:45 main:574] : INFO : Epoch 1709 | loss: 0.0311978 | val_loss: 0.0312005 | Time: 2376.74 ms
[2022-04-08 05:02:48 main:574] : INFO : Epoch 1710 | loss: 0.0311991 | val_loss: 0.0312019 | Time: 2379.99 ms
[2022-04-08 05:02:50 main:574] : INFO : Epoch 1711 | loss: 0.0311983 | val_loss: 0.0312011 | Time: 2375.84 ms
[2022-04-08 05:02:52 main:574] : INFO : Epoch 1712 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 2384.03 ms
[2022-04-08 05:02:55 main:574] : INFO : Epoch 1713 | loss: 0.0311995 | val_loss: 0.0312126 | Time: 2382.01 ms
[2022-04-08 05:02:57 main:574] : INFO : Epoch 1714 | loss: 0.031202 | val_loss: 0.031199 | Time: 2390.14 ms
[2022-04-08 05:03:00 main:574] : INFO : Epoch 1715 | loss: 0.031197 | val_loss: 0.0311969 | Time: 2382.61 ms
[2022-04-08 05:03:02 main:574] : INFO : Epoch 1716 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 2385.41 ms
[2022-04-08 05:03:04 main:574] : INFO : Epoch 1717 | loss: 0.031198 | val_loss: 0.0311967 | Time: 2384.02 ms
[2022-04-08 05:03:07 main:574] : INFO : Epoch 1718 | loss: 0.0311957 | val_loss: 0.0311981 | Time: 2389.55 ms
[2022-04-08 05:03:09 main:574] : INFO : Epoch 1719 | loss: 0.0311968 | val_loss: 0.0311982 | Time: 2378.38 ms
[2022-04-08 05:03:12 main:574] : INFO : Epoch 1720 | loss: 0.0311967 | val_loss: 0.031199 | Time: 2377.24 ms
[2022-04-08 05:03:14 main:574] : INFO : Epoch 1721 | loss: 0.0311971 | val_loss: 0.031198 | Time: 2373.27 ms
[2022-04-08 05:03:16 main:574] : INFO : Epoch 1722 | loss: 0.031196 | val_loss: 0.031197 | Time: 2378.6 ms
[2022-04-08 05:03:19 main:574] : INFO : Epoch 1723 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 2382.4 ms
[2022-04-08 05:03:21 main:574] : INFO : Epoch 1724 | loss: 0.031197 | val_loss: 0.0311977 | Time: 2378.96 ms
[2022-04-08 05:03:23 main:574] : INFO : Epoch 1725 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 2387.07 ms
[2022-04-08 05:03:26 main:574] : INFO : Epoch 1726 | loss: 0.0311988 | val_loss: 0.031196 | Time: 2382.58 ms
[2022-04-08 05:03:28 main:574] : INFO : Epoch 1727 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 2389.12 ms
[2022-04-08 05:03:31 main:574] : INFO : Epoch 1728 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 2379.36 ms
[2022-04-08 05:03:33 main:574] : INFO : Epoch 1729 | loss: 0.0311953 | val_loss: 0.0311951 | Time: 2386.47 ms
[2022-04-08 05:03:35 main:574] : INFO : Epoch 1730 | loss: 0.0311951 | val_loss: 0.0311953 | Time: 2377.97 ms
[2022-04-08 05:03:38 main:574] : INFO : Epoch 1731 | loss: 0.0311973 | val_loss: 0.0311957 | Time: 2392.4 ms
[2022-04-08 05:03:40 main:574] : INFO : Epoch 1732 | loss: 0.0311959 | val_loss: 0.0311984 | Time: 2382.71 ms
[2022-04-08 05:03:43 main:574] : INFO : Epoch 1733 | loss: 0.0311955 | val_loss: 0.0311953 | Time: 2381.57 ms
[2022-04-08 05:03:45 main:574] : INFO : Epoch 1734 | loss: 0.0311981 | val_loss: 0.0312026 | Time: 2387.72 ms
[2022-04-08 05:03:47 main:574] : INFO : Epoch 1735 | loss: 0.0312022 | val_loss: 0.0311992 | Time: 2386.36 ms
[2022-04-08 05:03:50 main:574] : INFO : Epoch 1736 | loss: 0.0312007 | val_loss: 0.0311964 | Time: 2377.2 ms
[2022-04-08 05:03:52 main:574] : INFO : Epoch 1737 | loss: 0.0311994 | val_loss: 0.0311993 | Time: 2383.66 ms
[2022-04-08 05:03:55 main:574] : INFO : Epoch 1738 | loss: 0.0311993 | val_loss: 0.031196 | Time: 2379.34 ms
[2022-04-08 05:03:57 main:574] : INFO : Epoch 1739 | loss: 0.0311984 | val_loss: 0.031196 | Time: 2376.82 ms
[2022-04-08 05:03:59 main:574] : INFO : Epoch 1740 | loss: 0.0311978 | val_loss: 0.0311973 | Time: 2381.88 ms
[2022-04-08 05:04:02 main:574] : INFO : Epoch 1741 | loss: 0.0311979 | val_loss: 0.0311987 | Time: 2382.04 ms
[2022-04-08 05:04:04 main:574] : INFO : Epoch 1742 | loss: 0.0311961 | val_loss: 0.0311947 | Time: 2378.12 ms
[2022-04-08 05:04:06 main:574] : INFO : Epoch 1743 | loss: 0.0311978 | val_loss: 0.0311949 | Time: 2373.95 ms
[2022-04-08 05:04:09 main:574] : INFO : Epoch 1744 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 2388.5 ms
[2022-04-08 05:04:11 main:574] : INFO : Epoch 1745 | loss: 0.0311988 | val_loss: 0.0311982 | Time: 2379.58 ms
[2022-04-08 05:04:14 main:574] : INFO : Epoch 1746 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 2385.44 ms
[2022-04-08 05:04:16 main:574] : INFO : Epoch 1747 | loss: 0.031199 | val_loss: 0.0312002 | Time: 2378.5 ms
[2022-04-08 05:04:18 main:574] : INFO : Epoch 1748 | loss: 0.0312023 | val_loss: 0.0311971 | Time: 2373.5 ms
[2022-04-08 05:04:21 main:574] : INFO : Epoch 1749 | loss: 0.0311994 | val_loss: 0.0311976 | Time: 2384.33 ms
[2022-04-08 05:04:23 main:574] : INFO : Epoch 1750 | loss: 0.0311991 | val_loss: 0.031199 | Time: 2386.21 ms
[2022-04-08 05:04:26 main:574] : INFO : Epoch 1751 | loss: 0.0311981 | val_loss: 0.031194 | Time: 2373.86 ms
[2022-04-08 05:04:28 main:574] : INFO : Epoch 1752 | loss: 0.0311977 | val_loss: 0.0312013 | Time: 2382.19 ms
[2022-04-08 05:04:30 main:574] : INFO : Epoch 1753 | loss: 0.0311963 | val_loss: 0.0311946 | Time: 2380.04 ms
[2022-04-08 05:04:33 main:574] : INFO : Epoch 1754 | loss: 0.0311949 | val_loss: 0.0311921 | Time: 2380.04 ms
[2022-04-08 05:04:35 main:574] : INFO : Epoch 1755 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 2380.03 ms
[2022-04-08 05:04:38 main:574] : INFO : Epoch 1756 | loss: 0.0311933 | val_loss: 0.0311928 | Time: 2378.37 ms
[2022-04-08 05:04:40 main:574] : INFO : Epoch 1757 | loss: 0.031194 | val_loss: 0.0311939 | Time: 2380.62 ms
[2022-04-08 05:04:42 main:574] : INFO : Epoch 1758 | loss: 0.0311958 | val_loss: 0.0311938 | Time: 2380.98 ms
[2022-04-08 05:04:45 main:574] : INFO : Epoch 1759 | loss: 0.0311946 | val_loss: 0.031193 | Time: 2383.93 ms
[2022-04-08 05:04:47 main:574] : INFO : Epoch 1760 | loss: 0.0311931 | val_loss: 0.0311913 | Time: 2378.42 ms
[2022-04-08 05:04:49 main:574] : INFO : Epoch 1761 | loss: 0.0311945 | val_loss: 0.0311918 | Time: 2381.24 ms
[2022-04-08 05:04:52 main:574] : INFO : Epoch 1762 | loss: 0.0311924 | val_loss: 0.0311935 | Time: 2378.91 ms
[2022-04-08 05:04:54 main:574] : INFO : Epoch 1763 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 2380.38 ms
[2022-04-08 05:04:57 main:574] : INFO : Epoch 1764 | loss: 0.0311946 | val_loss: 0.0312054 | Time: 2382.47 ms
[2022-04-08 05:04:59 main:574] : INFO : Epoch 1765 | loss: 0.0311996 | val_loss: 0.0312009 | Time: 2379.8 ms
[2022-04-08 05:05:01 main:574] : INFO : Epoch 1766 | loss: 0.0311989 | val_loss: 0.0311931 | Time: 2381.8 ms
[2022-04-08 05:05:04 main:574] : INFO : Epoch 1767 | loss: 0.0311953 | val_loss: 0.0311924 | Time: 2383.87 ms
[2022-04-08 05:05:06 main:574] : INFO : Epoch 1768 | loss: 0.0311956 | val_loss: 0.0311927 | Time: 2381.21 ms
[2022-04-08 05:05:09 main:574] : INFO : Epoch 1769 | loss: 0.0311944 | val_loss: 0.0311918 | Time: 2382.52 ms
[2022-04-08 05:05:11 main:574] : INFO : Epoch 1770 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 2376.23 ms
[2022-04-08 05:05:13 main:574] : INFO : Epoch 1771 | loss: 0.0311937 | val_loss: 0.0311918 | Time: 2382.1 ms
[2022-04-08 05:05:16 main:574] : INFO : Epoch 1772 | loss: 0.0311916 | val_loss: 0.0311927 | Time: 2381.07 ms
[2022-04-08 05:05:18 main:574] : INFO : Epoch 1773 | loss: 0.0311925 | val_loss: 0.0311931 | Time: 2390.54 ms
[2022-04-08 05:05:20 main:574] : INFO : Epoch 1774 | loss: 0.0311969 | val_loss: 0.031197 | Time: 2383.52 ms
[2022-04-08 05:05:23 main:574] : INFO : Epoch 1775 | loss: 0.0311974 | val_loss: 0.0311945 | Time: 2381.73 ms
[2022-04-08 05:05:25 main:574] : INFO : Epoch 1776 | loss: 0.0311942 | val_loss: 0.0311937 | Time: 2378.92 ms
[2022-04-08 05:05:28 main:574] : INFO : Epoch 1777 | loss: 0.0311941 | val_loss: 0.0311964 | Time: 2388.04 ms
[2022-04-08 05:05:30 main:574] : INFO : Epoch 1778 | loss: 0.0311949 | val_loss: 0.0311926 | Time: 2381 ms
[2022-04-08 05:05:32 main:574] : INFO : Epoch 1779 | loss: 0.0311939 | val_loss: 0.0311945 | Time: 2383.57 ms
[2022-04-08 05:05:35 main:574] : INFO : Epoch 1780 | loss: 0.0311932 | val_loss: 0.0311942 | Time: 2377.9 ms
[2022-04-08 05:05:37 main:574] : INFO : Epoch 1781 | loss: 0.031194 | val_loss: 0.0311939 | Time: 2378.97 ms
[2022-04-08 05:05:40 main:574] : INFO : Epoch 1782 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 2382.55 ms
[2022-04-08 05:05:42 main:574] : INFO : Epoch 1783 | loss: 0.0311941 | val_loss: 0.0311959 | Time: 2378.76 ms
[2022-04-08 05:05:44 main:574] : INFO : Epoch 1784 | loss: 0.031193 | val_loss: 0.0311937 | Time: 2391.93 ms
[2022-04-08 05:05:47 main:574] : INFO : Epoch 1785 | loss: 0.031193 | val_loss: 0.0311952 | Time: 2380.01 ms
[2022-04-08 05:05:49 main:574] : INFO : Epoch 1786 | loss: 0.0311936 | val_loss: 0.0311943 | Time: 2382.49 ms
[2022-04-08 05:05:52 main:574] : INFO : Epoch 1787 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 2380.68 ms
[2022-04-08 05:05:54 main:574] : INFO : Epoch 1788 | loss: 0.0311925 | val_loss: 0.0311929 | Time: 2380.02 ms
[2022-04-08 05:05:56 main:574] : INFO : Epoch 1789 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2380.39 ms
[2022-04-08 05:05:59 main:574] : INFO : Epoch 1790 | loss: 0.031193 | val_loss: 0.0311917 | Time: 2379.78 ms
[2022-04-08 05:06:01 main:574] : INFO : Epoch 1791 | loss: 0.0311917 | val_loss: 0.0311917 | Time: 2386.64 ms
[2022-04-08 05:06:03 main:574] : INFO : Epoch 1792 | loss: 0.0311938 | val_loss: 0.0311926 | Time: 2384.84 ms
[2022-04-08 05:06:06 main:574] : INFO : Epoch 1793 | loss: 0.0311929 | val_loss: 0.031192 | Time: 2388.03 ms
[2022-04-08 05:06:08 main:574] : INFO : Epoch 1794 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 2381.88 ms
[2022-04-08 05:06:11 main:574] : INFO : Epoch 1795 | loss: 0.0311932 | val_loss: 0.0311922 | Time: 2382.17 ms
[2022-04-08 05:06:13 main:574] : INFO : Epoch 1796 | loss: 0.0311903 | val_loss: 0.031192 | Time: 2380.85 ms
[2022-04-08 05:06:15 main:574] : INFO : Epoch 1797 | loss: 0.031192 | val_loss: 0.0311921 | Time: 2380.32 ms
[2022-04-08 05:06:18 main:574] : INFO : Epoch 1798 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 2376.53 ms
[2022-04-08 05:06:20 main:574] : INFO : Epoch 1799 | loss: 0.0311904 | val_loss: 0.0311914 | Time: 2386.85 ms
[2022-04-08 05:06:23 main:574] : INFO : Epoch 1800 | loss: 0.0311907 | val_loss: 0.0311999 | Time: 2376.13 ms
[2022-04-08 05:06:25 main:574] : INFO : Epoch 1801 | loss: 0.0311947 | val_loss: 0.031196 | Time: 2381.21 ms
[2022-04-08 05:06:27 main:574] : INFO : Epoch 1802 | loss: 0.0311928 | val_loss: 0.0311913 | Time: 2377.21 ms
[2022-04-08 05:06:30 main:574] : INFO : Epoch 1803 | loss: 0.0311914 | val_loss: 0.0311965 | Time: 2380.91 ms
[2022-04-08 05:06:32 main:574] : INFO : Epoch 1804 | loss: 0.031193 | val_loss: 0.0311912 | Time: 2389.28 ms
[2022-04-08 05:06:35 main:574] : INFO : Epoch 1805 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 2375.86 ms
[2022-04-08 05:06:37 main:574] : INFO : Epoch 1806 | loss: 0.031197 | val_loss: 0.0311944 | Time: 2383.2 ms
[2022-04-08 05:06:39 main:574] : INFO : Epoch 1807 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 2382.01 ms
[2022-04-08 05:06:42 main:574] : INFO : Epoch 1808 | loss: 0.0311944 | val_loss: 0.0311944 | Time: 2379.87 ms
[2022-04-08 05:06:44 main:574] : INFO : Epoch 1809 | loss: 0.0311924 | val_loss: 0.0311926 | Time: 2389.45 ms
[2022-04-08 05:06:47 main:574] : INFO : Epoch 1810 | loss: 0.0311919 | val_loss: 0.0311921 | Time: 2380.26 ms
[2022-04-08 05:06:49 main:574] : INFO : Epoch 1811 | loss: 0.0311944 | val_loss: 0.0311911 | Time: 2431.52 ms
[2022-04-08 05:06:51 main:574] : INFO : Epoch 1812 | loss: 0.0311936 | val_loss: 0.0311936 | Time: 2384.35 ms
[2022-04-08 05:06:54 main:574] : INFO : Epoch 1813 | loss: 0.0311927 | val_loss: 0.0311942 | Time: 2375.98 ms
[2022-04-08 05:06:56 main:574] : INFO : Epoch 1814 | loss: 0.0311931 | val_loss: 0.0311937 | Time: 2379.82 ms
[2022-04-08 05:06:59 main:574] : INFO : Epoch 1815 | loss: 0.0311929 | val_loss: 0.0311922 | Time: 2377.23 ms
[2022-04-08 05:07:01 main:574] : INFO : Epoch 1816 | loss: 0.0311916 | val_loss: 0.0311935 | Time: 2383.43 ms
[2022-04-08 05:07:03 main:574] : INFO : Epoch 1817 | loss: 0.0311918 | val_loss: 0.0311901 | Time: 2374.8 ms
[2022-04-08 05:07:06 main:574] : INFO : Epoch 1818 | loss: 0.0311906 | val_loss: 0.0311913 | Time: 2383.51 ms
[2022-04-08 05:07:08 main:574] : INFO : Epoch 1819 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 2381.39 ms
[2022-04-08 05:07:10 main:574] : INFO : Epoch 1820 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 2379.22 ms
[2022-04-08 05:07:13 main:574] : INFO : Epoch 1821 | loss: 0.0311968 | val_loss: 0.0311939 | Time: 2381.5 ms
[2022-04-08 05:07:15 main:574] : INFO : Epoch 1822 | loss: 0.0311907 | val_loss: 0.0311903 | Time: 2375.63 ms
[2022-04-08 05:07:18 main:574] : INFO : Epoch 1823 | loss: 0.0311921 | val_loss: 0.0311924 | Time: 2384.95 ms
[2022-04-08 05:07:20 main:574] : INFO : Epoch 1824 | loss: 0.031193 | val_loss: 0.0311917 | Time: 2379.68 ms
[2022-04-08 05:07:22 main:574] : INFO : Epoch 1825 | loss: 0.0311922 | val_loss: 0.0311915 | Time: 2374.4 ms
[2022-04-08 05:07:25 main:574] : INFO : Epoch 1826 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 2382.92 ms
[2022-04-08 05:07:27 main:574] : INFO : Epoch 1827 | loss: 0.0311961 | val_loss: 0.0312004 | Time: 2377.88 ms
[2022-04-08 05:07:30 main:574] : INFO : Epoch 1828 | loss: 0.0311936 | val_loss: 0.0311955 | Time: 2380.89 ms
[2022-04-08 05:07:32 main:574] : INFO : Epoch 1829 | loss: 0.0311912 | val_loss: 0.0311908 | Time: 2376.45 ms
[2022-04-08 05:07:34 main:574] : INFO : Epoch 1830 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 2380.95 ms
[2022-04-08 05:07:37 main:574] : INFO : Epoch 1831 | loss: 0.0311918 | val_loss: 0.0311925 | Time: 2384.19 ms
[2022-04-08 05:07:39 main:574] : INFO : Epoch 1832 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 2383.34 ms
[2022-04-08 05:07:41 main:574] : INFO : Epoch 1833 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 2382.68 ms
[2022-04-08 05:07:44 main:574] : INFO : Epoch 1834 | loss: 0.0311902 | val_loss: 0.0311932 | Time: 2376.8 ms
[2022-04-08 05:07:46 main:574] : INFO : Epoch 1835 | loss: 0.0311905 | val_loss: 0.0311917 | Time: 2387.5 ms
[2022-04-08 05:07:49 main:574] : INFO : Epoch 1836 | loss: 0.0311933 | val_loss: 0.0311963 | Time: 2379.16 ms
[2022-04-08 05:07:51 main:574] : INFO : Epoch 1837 | loss: 0.031194 | val_loss: 0.0311974 | Time: 2375.18 ms
[2022-04-08 05:07:53 main:574] : INFO : Epoch 1838 | loss: 0.0311954 | val_loss: 0.0311925 | Time: 2380.79 ms
[2022-04-08 05:07:56 main:574] : INFO : Epoch 1839 | loss: 0.0311916 | val_loss: 0.0311916 | Time: 2378.91 ms
[2022-04-08 05:07:58 main:574] : INFO : Epoch 1840 | loss: 0.031191 | val_loss: 0.0311921 | Time: 2382.81 ms
[2022-04-08 05:08:01 main:574] : INFO : Epoch 1841 | loss: 0.0311918 | val_loss: 0.0311907 | Time: 2382.92 ms
[2022-04-08 05:08:03 main:574] : INFO : Epoch 1842 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 2382.87 ms
[2022-04-08 05:08:05 main:574] : INFO : Epoch 1843 | loss: 0.0311917 | val_loss: 0.0311944 | Time: 2384.27 ms
[2022-04-08 05:08:08 main:574] : INFO : Epoch 1844 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 2376.59 ms
[2022-04-08 05:08:10 main:574] : INFO : Epoch 1845 | loss: 0.03119 | val_loss: 0.0311911 | Time: 2381.74 ms
[2022-04-08 05:08:12 main:574] : INFO : Epoch 1846 | loss: 0.0311904 | val_loss: 0.0311914 | Time: 2388.02 ms
[2022-04-08 05:08:15 main:574] : INFO : Epoch 1847 | loss: 0.0311944 | val_loss: 0.0312055 | Time: 2376.92 ms
[2022-04-08 05:08:17 main:574] : INFO : Epoch 1848 | loss: 0.0311973 | val_loss: 0.0311924 | Time: 2380.13 ms
[2022-04-08 05:08:20 main:574] : INFO : Epoch 1849 | loss: 0.0311936 | val_loss: 0.031206 | Time: 2378.81 ms
[2022-04-08 05:08:22 main:574] : INFO : Epoch 1850 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 2378.24 ms
[2022-04-08 05:08:24 main:574] : INFO : Epoch 1851 | loss: 0.0311935 | val_loss: 0.031192 | Time: 2385.27 ms
[2022-04-08 05:08:27 main:574] : INFO : Epoch 1852 | loss: 0.031191 | val_loss: 0.0311924 | Time: 2377.28 ms
[2022-04-08 05:08:29 main:574] : INFO : Epoch 1853 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 2381.06 ms
[2022-04-08 05:08:32 main:574] : INFO : Epoch 1854 | loss: 0.0311893 | val_loss: 0.0311912 | Time: 2376.71 ms
[2022-04-08 05:08:34 main:574] : INFO : Epoch 1855 | loss: 0.0311889 | val_loss: 0.0311904 | Time: 2386.83 ms
[2022-04-08 05:08:36 main:574] : INFO : Epoch 1856 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 2396.94 ms
[2022-04-08 05:08:39 main:574] : INFO : Epoch 1857 | loss: 0.0311911 | val_loss: 0.0311922 | Time: 2388.55 ms
[2022-04-08 05:08:41 main:574] : INFO : Epoch 1858 | loss: 0.031189 | val_loss: 0.0311913 | Time: 2390.55 ms
[2022-04-08 05:08:44 main:574] : INFO : Epoch 1859 | loss: 0.0311893 | val_loss: 0.0311911 | Time: 2380.94 ms
[2022-04-08 05:08:46 main:574] : INFO : Epoch 1860 | loss: 0.0311891 | val_loss: 0.0311908 | Time: 2391.35 ms
[2022-04-08 05:08:48 main:574] : INFO : Epoch 1861 | loss: 0.0311888 | val_loss: 0.0311961 | Time: 2378.78 ms
[2022-04-08 05:08:51 main:574] : INFO : Epoch 1862 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 2382.49 ms
[2022-04-08 05:08:53 main:574] : INFO : Epoch 1863 | loss: 0.0311908 | val_loss: 0.0311907 | Time: 2383.09 ms
[2022-04-08 05:08:56 main:574] : INFO : Epoch 1864 | loss: 0.031189 | val_loss: 0.0311936 | Time: 2374.67 ms
[2022-04-08 05:08:58 main:574] : INFO : Epoch 1865 | loss: 0.031189 | val_loss: 0.0311919 | Time: 2380.87 ms
[2022-04-08 05:09:00 main:574] : INFO : Epoch 1866 | loss: 0.0311884 | val_loss: 0.0311917 | Time: 2380.82 ms
[2022-04-08 05:09:03 main:574] : INFO : Epoch 1867 | loss: 0.0311881 | val_loss: 0.0311972 | Time: 2382.57 ms
[2022-04-08 05:09:05 main:574] : INFO : Epoch 1868 | loss: 0.0311903 | val_loss: 0.0311918 | Time: 2384.57 ms
[2022-04-08 05:09:07 main:574] : INFO : Epoch 1869 | loss: 0.0311902 | val_loss: 0.0311979 | Time: 2379.44 ms
[2022-04-08 05:09:10 main:574] : INFO : Epoch 1870 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 2384.56 ms
[2022-04-08 05:09:12 main:574] : INFO : Epoch 1871 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 2374.56 ms
[2022-04-08 05:09:15 main:574] : INFO : Epoch 1872 | loss: 0.0311918 | val_loss: 0.0311966 | Time: 2388.57 ms
[2022-04-08 05:09:17 main:574] : INFO : Epoch 1873 | loss: 0.0311926 | val_loss: 0.0311984 | Time: 2382.82 ms
[2022-04-08 05:09:19 main:574] : INFO : Epoch 1874 | loss: 0.0311909 | val_loss: 0.0311941 | Time: 2377.28 ms
[2022-04-08 05:09:22 main:574] : INFO : Epoch 1875 | loss: 0.0311915 | val_loss: 0.031199 | Time: 2383.82 ms
[2022-04-08 05:09:24 main:574] : INFO : Epoch 1876 | loss: 0.0311925 | val_loss: 0.0311927 | Time: 2376.51 ms
[2022-04-08 05:09:27 main:574] : INFO : Epoch 1877 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 2384.51 ms
[2022-04-08 05:09:29 main:574] : INFO : Epoch 1878 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 2385.76 ms
[2022-04-08 05:09:31 main:574] : INFO : Epoch 1879 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 2377.54 ms
[2022-04-08 05:09:34 main:574] : INFO : Epoch 1880 | loss: 0.0311933 | val_loss: 0.0311958 | Time: 2384.05 ms
[2022-04-08 05:09:36 main:574] : INFO : Epoch 1881 | loss: 0.0311918 | val_loss: 0.0311927 | Time: 2388.71 ms
[2022-04-08 05:09:39 main:574] : INFO : Epoch 1882 | loss: 0.0311909 | val_loss: 0.0311911 | Time: 2383.35 ms
[2022-04-08 05:09:41 main:574] : INFO : Epoch 1883 | loss: 0.0311902 | val_loss: 0.0311921 | Time: 2378.26 ms
[2022-04-08 05:09:43 main:574] : INFO : Epoch 1884 | loss: 0.0311921 | val_loss: 0.0311918 | Time: 2380.21 ms
[2022-04-08 05:09:46 main:574] : INFO : Epoch 1885 | loss: 0.0311917 | val_loss: 0.0311946 | Time: 2381.99 ms
[2022-04-08 05:09:48 main:574] : INFO : Epoch 1886 | loss: 0.03119 | val_loss: 0.0311889 | Time: 2378.1 ms
[2022-04-08 05:09:50 main:574] : INFO : Epoch 1887 | loss: 0.0311896 | val_loss: 0.0311919 | Time: 2381.35 ms
[2022-04-08 05:09:53 main:574] : INFO : Epoch 1888 | loss: 0.0311951 | val_loss: 0.0312018 | Time: 2379.87 ms
[2022-04-08 05:09:55 main:574] : INFO : Epoch 1889 | loss: 0.0311979 | val_loss: 0.0311982 | Time: 2378.09 ms
[2022-04-08 05:09:58 main:574] : INFO : Epoch 1890 | loss: 0.0311949 | val_loss: 0.031194 | Time: 2387.95 ms
[2022-04-08 05:10:00 main:574] : INFO : Epoch 1891 | loss: 0.0311944 | val_loss: 0.0311951 | Time: 2376.47 ms
[2022-04-08 05:10:02 main:574] : INFO : Epoch 1892 | loss: 0.0311928 | val_loss: 0.0311927 | Time: 2379.7 ms
[2022-04-08 05:10:05 main:574] : INFO : Epoch 1893 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 2376.83 ms
[2022-04-08 05:10:07 main:574] : INFO : Epoch 1894 | loss: 0.031193 | val_loss: 0.0311988 | Time: 2391.56 ms
[2022-04-08 05:10:10 main:574] : INFO : Epoch 1895 | loss: 0.0311948 | val_loss: 0.0311982 | Time: 2380.84 ms
[2022-04-08 05:10:12 main:574] : INFO : Epoch 1896 | loss: 0.0311988 | val_loss: 0.0311944 | Time: 2380.42 ms
[2022-04-08 05:10:14 main:574] : INFO : Epoch 1897 | loss: 0.0311936 | val_loss: 0.0311974 | Time: 2381.32 ms
[2022-04-08 05:10:17 main:574] : INFO : Epoch 1898 | loss: 0.0311948 | val_loss: 0.0311923 | Time: 2381.67 ms
[2022-04-08 05:10:19 main:574] : INFO : Epoch 1899 | loss: 0.0311931 | val_loss: 0.0311955 | Time: 2380.74 ms
[2022-04-08 05:10:21 main:574] : INFO : Epoch 1900 | loss: 0.031194 | val_loss: 0.0311954 | Time: 2386.6 ms
[2022-04-08 05:10:24 main:574] : INFO : Epoch 1901 | loss: 0.0311916 | val_loss: 0.0311958 | Time: 2376.81 ms
[2022-04-08 05:10:26 main:574] : INFO : Epoch 1902 | loss: 0.0311916 | val_loss: 0.0311951 | Time: 2382.63 ms
[2022-04-08 05:10:29 main:574] : INFO : Epoch 1903 | loss: 0.0311911 | val_loss: 0.0311926 | Time: 2378.14 ms
[2022-04-08 05:10:31 main:574] : INFO : Epoch 1904 | loss: 0.031193 | val_loss: 0.031203 | Time: 2386.01 ms
[2022-04-08 05:10:33 main:574] : INFO : Epoch 1905 | loss: 0.0311923 | val_loss: 0.0311919 | Time: 2384.34 ms
[2022-04-08 05:10:36 main:574] : INFO : Epoch 1906 | loss: 0.0311919 | val_loss: 0.0311975 | Time: 2386.63 ms
[2022-04-08 05:10:38 main:574] : INFO : Epoch 1907 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 2396.18 ms
[2022-04-08 05:10:41 main:574] : INFO : Epoch 1908 | loss: 0.0311914 | val_loss: 0.0311924 | Time: 2384 ms
[2022-04-08 05:10:43 main:574] : INFO : Epoch 1909 | loss: 0.0311908 | val_loss: 0.0311991 | Time: 2384.51 ms
[2022-04-08 05:10:45 main:574] : INFO : Epoch 1910 | loss: 0.0311915 | val_loss: 0.0311988 | Time: 2380.64 ms
[2022-04-08 05:10:48 main:574] : INFO : Epoch 1911 | loss: 0.0311909 | val_loss: 0.0311926 | Time: 2380 ms
[2022-04-08 05:10:50 main:574] : INFO : Epoch 1912 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 2380.87 ms
[2022-04-08 05:10:53 main:574] : INFO : Epoch 1913 | loss: 0.0311899 | val_loss: 0.0311903 | Time: 2376.67 ms
[2022-04-08 05:10:55 main:574] : INFO : Epoch 1914 | loss: 0.0311887 | val_loss: 0.0311902 | Time: 2380.88 ms
[2022-04-08 05:10:57 main:574] : INFO : Epoch 1915 | loss: 0.0311891 | val_loss: 0.0311916 | Time: 2381.82 ms
[2022-04-08 05:11:00 main:574] : INFO : Epoch 1916 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 2378.86 ms
[2022-04-08 05:11:02 main:574] : INFO : Epoch 1917 | loss: 0.0311905 | val_loss: 0.0311985 | Time: 2384.01 ms
[2022-04-08 05:11:05 main:574] : INFO : Epoch 1918 | loss: 0.0311908 | val_loss: 0.0311908 | Time: 2373.26 ms
[2022-04-08 05:11:07 main:574] : INFO : Epoch 1919 | loss: 0.031189 | val_loss: 0.0311914 | Time: 2382.72 ms
[2022-04-08 05:11:09 main:574] : INFO : Epoch 1920 | loss: 0.03119 | val_loss: 0.0311923 | Time: 2376.39 ms
[2022-04-08 05:11:12 main:574] : INFO : Epoch 1921 | loss: 0.0311896 | val_loss: 0.0311916 | Time: 2382.81 ms
[2022-04-08 05:11:14 main:574] : INFO : Epoch 1922 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 2383.89 ms
[2022-04-08 05:11:16 main:574] : INFO : Epoch 1923 | loss: 0.0311885 | val_loss: 0.031191 | Time: 2376.49 ms
[2022-04-08 05:11:19 main:574] : INFO : Epoch 1924 | loss: 0.0311903 | val_loss: 0.0311942 | Time: 2386.28 ms
[2022-04-08 05:11:21 main:574] : INFO : Epoch 1925 | loss: 0.0311903 | val_loss: 0.0311912 | Time: 2377.27 ms
[2022-04-08 05:11:24 main:574] : INFO : Epoch 1926 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 2381.43 ms
[2022-04-08 05:11:26 main:574] : INFO : Epoch 1927 | loss: 0.0311902 | val_loss: 0.0311921 | Time: 2384.14 ms
[2022-04-08 05:11:28 main:574] : INFO : Epoch 1928 | loss: 0.0311903 | val_loss: 0.0311921 | Time: 2380.76 ms
[2022-04-08 05:11:31 main:574] : INFO : Epoch 1929 | loss: 0.0311902 | val_loss: 0.0311937 | Time: 2383.45 ms
[2022-04-08 05:11:33 main:574] : INFO : Epoch 1930 | loss: 0.0311908 | val_loss: 0.0311953 | Time: 2378.58 ms
[2022-04-08 05:11:36 main:574] : INFO : Epoch 1931 | loss: 0.0311907 | val_loss: 0.0311929 | Time: 2383.93 ms
[2022-04-08 05:11:38 main:574] : INFO : Epoch 1932 | loss: 0.0311904 | val_loss: 0.0311987 | Time: 2390.91 ms
[2022-04-08 05:11:40 main:574] : INFO : Epoch 1933 | loss: 0.0311922 | val_loss: 0.0311919 | Time: 2376.1 ms
[2022-04-08 05:11:43 main:574] : INFO : Epoch 1934 | loss: 0.0311912 | val_loss: 0.0311946 | Time: 2387.07 ms
[2022-04-08 05:11:45 main:574] : INFO : Epoch 1935 | loss: 0.0311897 | val_loss: 0.0311926 | Time: 2380.76 ms
[2022-04-08 05:11:48 main:574] : INFO : Epoch 1936 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 2391.69 ms
[2022-04-08 05:11:50 main:574] : INFO : Epoch 1937 | loss: 0.03119 | val_loss: 0.031192 | Time: 2390.22 ms
[2022-04-08 05:11:52 main:574] : INFO : Epoch 1938 | loss: 0.0311882 | val_loss: 0.0311946 | Time: 2372.19 ms
[2022-04-08 05:11:55 main:574] : INFO : Epoch 1939 | loss: 0.0311891 | val_loss: 0.0311927 | Time: 2380.34 ms
[2022-04-08 05:11:57 main:574] : INFO : Epoch 1940 | loss: 0.0311897 | val_loss: 0.0311991 | Time: 2380.34 ms
[2022-04-08 05:11:59 main:574] : INFO : Epoch 1941 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 2376.8 ms
[2022-04-08 05:12:02 main:574] : INFO : Epoch 1942 | loss: 0.031191 | val_loss: 0.0311952 | Time: 2385.96 ms
[2022-04-08 05:12:04 main:574] : INFO : Epoch 1943 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 2386.23 ms
[2022-04-08 05:12:07 main:574] : INFO : Epoch 1944 | loss: 0.0311906 | val_loss: 0.0311968 | Time: 2383.52 ms
[2022-04-08 05:12:09 main:574] : INFO : Epoch 1945 | loss: 0.031191 | val_loss: 0.0311945 | Time: 2378.96 ms
[2022-04-08 05:12:11 main:574] : INFO : Epoch 1946 | loss: 0.0311944 | val_loss: 0.031197 | Time: 2379.8 ms
[2022-04-08 05:12:14 main:574] : INFO : Epoch 1947 | loss: 0.0311965 | val_loss: 0.0311951 | Time: 2389.28 ms
[2022-04-08 05:12:16 main:574] : INFO : Epoch 1948 | loss: 0.0311946 | val_loss: 0.0312024 | Time: 2379.01 ms
[2022-04-08 05:12:19 main:574] : INFO : Epoch 1949 | loss: 0.0311951 | val_loss: 0.0311927 | Time: 2380.9 ms
[2022-04-08 05:12:21 main:574] : INFO : Epoch 1950 | loss: 0.0311928 | val_loss: 0.0311947 | Time: 2378.43 ms
[2022-04-08 05:12:23 main:574] : INFO : Epoch 1951 | loss: 0.0311916 | val_loss: 0.0311932 | Time: 2385.12 ms
[2022-04-08 05:12:26 main:574] : INFO : Epoch 1952 | loss: 0.0311918 | val_loss: 0.0311902 | Time: 2386.55 ms
[2022-04-08 05:12:28 main:574] : INFO : Epoch 1953 | loss: 0.0311923 | val_loss: 0.0311966 | Time: 2376.49 ms
[2022-04-08 05:12:30 main:574] : INFO : Epoch 1954 | loss: 0.0311959 | val_loss: 0.0311949 | Time: 2381.44 ms
[2022-04-08 05:12:33 main:574] : INFO : Epoch 1955 | loss: 0.0311972 | val_loss: 0.0311958 | Time: 2379.46 ms
[2022-04-08 05:12:35 main:574] : INFO : Epoch 1956 | loss: 0.0311948 | val_loss: 0.0311935 | Time: 2378.48 ms
[2022-04-08 05:12:38 main:574] : INFO : Epoch 1957 | loss: 0.0311927 | val_loss: 0.0311953 | Time: 2383.22 ms
[2022-04-08 05:12:40 main:574] : INFO : Epoch 1958 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 2389.07 ms
[2022-04-08 05:12:42 main:574] : INFO : Epoch 1959 | loss: 0.0311921 | val_loss: 0.0311914 | Time: 2382.27 ms
[2022-04-08 05:12:45 main:574] : INFO : Epoch 1960 | loss: 0.031191 | val_loss: 0.0311941 | Time: 2380.44 ms
[2022-04-08 05:12:47 main:574] : INFO : Epoch 1961 | loss: 0.0311924 | val_loss: 0.0311912 | Time: 2386.44 ms
[2022-04-08 05:12:50 main:574] : INFO : Epoch 1962 | loss: 0.0311918 | val_loss: 0.0311919 | Time: 2381.29 ms
[2022-04-08 05:12:52 main:574] : INFO : Epoch 1963 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 2378.96 ms
[2022-04-08 05:12:54 main:574] : INFO : Epoch 1964 | loss: 0.0311937 | val_loss: 0.031194 | Time: 2384.06 ms
[2022-04-08 05:12:57 main:574] : INFO : Epoch 1965 | loss: 0.0311922 | val_loss: 0.0311936 | Time: 2379.99 ms
[2022-04-08 05:12:59 main:574] : INFO : Epoch 1966 | loss: 0.031194 | val_loss: 0.0311946 | Time: 2380.84 ms
[2022-04-08 05:13:02 main:574] : INFO : Epoch 1967 | loss: 0.0311924 | val_loss: 0.031196 | Time: 2375.3 ms
[2022-04-08 05:13:04 main:574] : INFO : Epoch 1968 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 2382.29 ms
[2022-04-08 05:13:06 main:574] : INFO : Epoch 1969 | loss: 0.0311975 | val_loss: 0.0311965 | Time: 2381.76 ms
[2022-04-08 05:13:09 main:574] : INFO : Epoch 1970 | loss: 0.0311952 | val_loss: 0.0311943 | Time: 2376.21 ms
[2022-04-08 05:13:11 main:574] : INFO : Epoch 1971 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 2382.91 ms
[2022-04-08 05:13:13 main:574] : INFO : Epoch 1972 | loss: 0.0311944 | val_loss: 0.0311945 | Time: 2384.98 ms
[2022-04-08 05:13:16 main:574] : INFO : Epoch 1973 | loss: 0.0311955 | val_loss: 0.0312 | Time: 2392.31 ms
[2022-04-08 05:13:18 main:574] : INFO : Epoch 1974 | loss: 0.0312051 | val_loss: 0.0312067 | Time: 2381.46 ms
[2022-04-08 05:13:21 main:574] : INFO : Epoch 1975 | loss: 0.0312018 | val_loss: 0.0312047 | Time: 2387.24 ms
[2022-04-08 05:13:23 main:574] : INFO : Epoch 1976 | loss: 0.0312109 | val_loss: 0.0312087 | Time: 2382.84 ms
[2022-04-08 05:13:25 main:574] : INFO : Epoch 1977 | loss: 0.0312095 | val_loss: 0.031209 | Time: 2379.5 ms
[2022-04-08 05:13:28 main:574] : INFO : Epoch 1978 | loss: 0.0312054 | val_loss: 0.0312119 | Time: 2381.54 ms
[2022-04-08 05:13:30 main:574] : INFO : Epoch 1979 | loss: 0.0312032 | val_loss: 0.0312007 | Time: 2384.47 ms
[2022-04-08 05:13:33 main:574] : INFO : Epoch 1980 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 2378.3 ms
[2022-04-08 05:13:35 main:574] : INFO : Epoch 1981 | loss: 0.0311994 | val_loss: 0.0312018 | Time: 2379.58 ms
[2022-04-08 05:13:37 main:574] : INFO : Epoch 1982 | loss: 0.0312007 | val_loss: 0.0312024 | Time: 2387.37 ms
[2022-04-08 05:13:40 main:574] : INFO : Epoch 1983 | loss: 0.0311994 | val_loss: 0.0311993 | Time: 2384.72 ms
[2022-04-08 05:13:42 main:574] : INFO : Epoch 1984 | loss: 0.031199 | val_loss: 0.0312006 | Time: 2380.2 ms
[2022-04-08 05:13:45 main:574] : INFO : Epoch 1985 | loss: 0.031197 | val_loss: 0.0311976 | Time: 2380.89 ms
[2022-04-08 05:13:47 main:574] : INFO : Epoch 1986 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2386.43 ms
[2022-04-08 05:13:49 main:574] : INFO : Epoch 1987 | loss: 0.0311978 | val_loss: 0.031199 | Time: 2375.22 ms
[2022-04-08 05:13:52 main:574] : INFO : Epoch 1988 | loss: 0.0311968 | val_loss: 0.0311972 | Time: 2385.46 ms
[2022-04-08 05:13:54 main:574] : INFO : Epoch 1989 | loss: 0.0311964 | val_loss: 0.0311975 | Time: 2385.55 ms
[2022-04-08 05:13:56 main:574] : INFO : Epoch 1990 | loss: 0.0311965 | val_loss: 0.0312032 | Time: 2372.69 ms
[2022-04-08 05:13:59 main:574] : INFO : Epoch 1991 | loss: 0.0311976 | val_loss: 0.0311969 | Time: 2390.34 ms
[2022-04-08 05:14:01 main:574] : INFO : Epoch 1992 | loss: 0.0311981 | val_loss: 0.0312038 | Time: 2374.38 ms
[2022-04-08 05:14:04 main:574] : INFO : Epoch 1993 | loss: 0.0311967 | val_loss: 0.0311999 | Time: 2383.67 ms
[2022-04-08 05:14:06 main:574] : INFO : Epoch 1994 | loss: 0.0311953 | val_loss: 0.0312005 | Time: 2377.45 ms
[2022-04-08 05:14:08 main:574] : INFO : Epoch 1995 | loss: 0.0311943 | val_loss: 0.0311959 | Time: 2373.06 ms
[2022-04-08 05:14:11 main:574] : INFO : Epoch 1996 | loss: 0.0311934 | val_loss: 0.0311981 | Time: 2380.97 ms
[2022-04-08 05:14:13 main:574] : INFO : Epoch 1997 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2376.71 ms
[2022-04-08 05:14:16 main:574] : INFO : Epoch 1998 | loss: 0.031194 | val_loss: 0.0312013 | Time: 2382.03 ms
[2022-04-08 05:14:18 main:574] : INFO : Epoch 1999 | loss: 0.0311957 | val_loss: 0.0311946 | Time: 2373.98 ms
[2022-04-08 05:14:20 main:574] : INFO : Epoch 2000 | loss: 0.0311933 | val_loss: 0.0311931 | Time: 2378.79 ms
[2022-04-08 05:14:23 main:574] : INFO : Epoch 2001 | loss: 0.0311934 | val_loss: 0.0311933 | Time: 2385.16 ms
[2022-04-08 05:14:25 main:574] : INFO : Epoch 2002 | loss: 0.0311924 | val_loss: 0.031194 | Time: 2379.23 ms
[2022-04-08 05:14:27 main:574] : INFO : Epoch 2003 | loss: 0.0311924 | val_loss: 0.0311956 | Time: 2386.04 ms
[2022-04-08 05:14:30 main:574] : INFO : Epoch 2004 | loss: 0.0311937 | val_loss: 0.0311971 | Time: 2382.66 ms
[2022-04-08 05:14:32 main:574] : INFO : Epoch 2005 | loss: 0.0311926 | val_loss: 0.0311956 | Time: 2383.89 ms
[2022-04-08 05:14:35 main:574] : INFO : Epoch 2006 | loss: 0.0311938 | val_loss: 0.0311964 | Time: 2381.28 ms
[2022-04-08 05:14:37 main:574] : INFO : Epoch 2007 | loss: 0.0311945 | val_loss: 0.0312006 | Time: 2372.26 ms
[2022-04-08 05:14:39 main:574] : INFO : Epoch 2008 | loss: 0.0311949 | val_loss: 0.0311962 | Time: 2389.5 ms
[2022-04-08 05:14:42 main:574] : INFO : Epoch 2009 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 2380.07 ms
[2022-04-08 05:14:44 main:574] : INFO : Epoch 2010 | loss: 0.0311965 | val_loss: 0.0312009 | Time: 2378.61 ms
[2022-04-08 05:14:47 main:574] : INFO : Epoch 2011 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 2382.97 ms
[2022-04-08 05:14:49 main:574] : INFO : Epoch 2012 | loss: 0.0311988 | val_loss: 0.0311973 | Time: 2380.38 ms
[2022-04-08 05:14:51 main:574] : INFO : Epoch 2013 | loss: 0.031193 | val_loss: 0.0311955 | Time: 2382.1 ms
[2022-04-08 05:14:54 main:574] : INFO : Epoch 2014 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 2383.07 ms
[2022-04-08 05:14:56 main:574] : INFO : Epoch 2015 | loss: 0.0311947 | val_loss: 0.0311986 | Time: 2384.85 ms
[2022-04-08 05:14:59 main:574] : INFO : Epoch 2016 | loss: 0.0311975 | val_loss: 0.0312014 | Time: 2377.62 ms
[2022-04-08 05:15:01 main:574] : INFO : Epoch 2017 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 2382.17 ms
[2022-04-08 05:15:03 main:574] : INFO : Epoch 2018 | loss: 0.0311931 | val_loss: 0.0311959 | Time: 2387.72 ms
[2022-04-08 05:15:06 main:574] : INFO : Epoch 2019 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 2384.7 ms
[2022-04-08 05:15:08 main:574] : INFO : Epoch 2020 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 2384.65 ms
[2022-04-08 05:15:11 main:574] : INFO : Epoch 2021 | loss: 0.0311958 | val_loss: 0.0311952 | Time: 2385.89 ms
[2022-04-08 05:15:13 main:574] : INFO : Epoch 2022 | loss: 0.0311924 | val_loss: 0.0311947 | Time: 2377.85 ms
[2022-04-08 05:15:15 main:574] : INFO : Epoch 2023 | loss: 0.0311943 | val_loss: 0.0312036 | Time: 2384.02 ms
[2022-04-08 05:15:18 main:574] : INFO : Epoch 2024 | loss: 0.0311953 | val_loss: 0.031197 | Time: 2370.89 ms
[2022-04-08 05:15:20 main:574] : INFO : Epoch 2025 | loss: 0.0311931 | val_loss: 0.0311932 | Time: 2385.59 ms
[2022-04-08 05:15:22 main:574] : INFO : Epoch 2026 | loss: 0.0311943 | val_loss: 0.0312033 | Time: 2383.33 ms
[2022-04-08 05:15:25 main:574] : INFO : Epoch 2027 | loss: 0.0311944 | val_loss: 0.0311959 | Time: 2376.25 ms
[2022-04-08 05:15:27 main:574] : INFO : Epoch 2028 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 2385.87 ms
[2022-04-08 05:15:30 main:574] : INFO : Epoch 2029 | loss: 0.0311943 | val_loss: 0.0311943 | Time: 2372.45 ms
[2022-04-08 05:15:32 main:574] : INFO : Epoch 2030 | loss: 0.0311931 | val_loss: 0.0311956 | Time: 2379.96 ms
[2022-04-08 05:15:34 main:574] : INFO : Epoch 2031 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 2377.42 ms
[2022-04-08 05:15:37 main:574] : INFO : Epoch 2032 | loss: 0.0311979 | val_loss: 0.0312009 | Time: 2378.6 ms
[2022-04-08 05:15:39 main:574] : INFO : Epoch 2033 | loss: 0.0312004 | val_loss: 0.0312008 | Time: 2384.06 ms
[2022-04-08 05:15:42 main:574] : INFO : Epoch 2034 | loss: 0.0312026 | val_loss: 0.03121 | Time: 2384.47 ms
[2022-04-08 05:15:44 main:574] : INFO : Epoch 2035 | loss: 0.0312039 | val_loss: 0.0311957 | Time: 2383.77 ms
[2022-04-08 05:15:46 main:574] : INFO : Epoch 2036 | loss: 0.0311984 | val_loss: 0.0311943 | Time: 2383.57 ms
[2022-04-08 05:15:49 main:574] : INFO : Epoch 2037 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 2385.76 ms
[2022-04-08 05:15:51 main:574] : INFO : Epoch 2038 | loss: 0.0311974 | val_loss: 0.031196 | Time: 2375.19 ms
[2022-04-08 05:15:53 main:574] : INFO : Epoch 2039 | loss: 0.0312007 | val_loss: 0.031197 | Time: 2376.46 ms
[2022-04-08 05:15:56 main:574] : INFO : Epoch 2040 | loss: 0.0311988 | val_loss: 0.0311981 | Time: 2382.3 ms
[2022-04-08 05:15:58 main:574] : INFO : Epoch 2041 | loss: 0.0311975 | val_loss: 0.0311944 | Time: 2377.5 ms
[2022-04-08 05:16:01 main:574] : INFO : Epoch 2042 | loss: 0.0311976 | val_loss: 0.0311946 | Time: 2378.21 ms
[2022-04-08 05:16:03 main:574] : INFO : Epoch 2043 | loss: 0.0311963 | val_loss: 0.0312064 | Time: 2390.59 ms
[2022-04-08 05:16:05 main:574] : INFO : Epoch 2044 | loss: 0.0311969 | val_loss: 0.0311929 | Time: 2376.7 ms
[2022-04-08 05:16:08 main:574] : INFO : Epoch 2045 | loss: 0.0311965 | val_loss: 0.0311927 | Time: 2386 ms
[2022-04-08 05:16:10 main:574] : INFO : Epoch 2046 | loss: 0.0311934 | val_loss: 0.0311916 | Time: 2378.56 ms
[2022-04-08 05:16:13 main:574] : INFO : Epoch 2047 | loss: 0.031193 | val_loss: 0.0311933 | Time: 2384.46 ms
[2022-04-08 05:16:15 main:574] : INFO : Epoch 2048 | loss: 0.0311941 | val_loss: 0.0311911 | Time: 2379.13 ms
[2022-04-08 05:16:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311911
[2022-04-08 05:16:15 main:603] : INFO : Saving end state to config to file
[2022-04-08 05:16:15 main:608] : INFO : Success, exiting..
05:16:15 (18808): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)