Task 14597665
| Name | ParityModified-1647040353-8470-3-0_2 |
| Workunit | 11400862 |
| Created | 11 Apr 2022, 21:47:43 UTC |
| Sent | 11 Apr 2022, 21:48:12 UTC |
| Report deadline | 19 Apr 2022, 21:48:12 UTC |
| Received | 11 Apr 2022, 23:18:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min |
| CPU time | 38 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 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: 0.0312027 | val_loss: 0.0312006 | Time: 1134.73 ms
[2022-04-11 16:40:37 main:574] : INFO : Epoch 1543 | loss: 0.0312024 | val_loss: 0.0312006 | Time: 1152.43 ms
[2022-04-11 16:40:38 main:574] : INFO : Epoch 1544 | loss: 0.0312027 | val_loss: 0.0312015 | Time: 1135.63 ms
[2022-04-11 16:40:39 main:574] : INFO : Epoch 1545 | loss: 0.0312027 | val_loss: 0.031201 | Time: 1138.37 ms
[2022-04-11 16:40:41 main:574] : INFO : Epoch 1546 | loss: 0.0312052 | val_loss: 0.0312008 | Time: 1138.87 ms
[2022-04-11 16:40:42 main:574] : INFO : Epoch 1547 | loss: 0.0312033 | val_loss: 0.0312013 | Time: 1123.37 ms
[2022-04-11 16:40:43 main:574] : INFO : Epoch 1548 | loss: 0.0312029 | val_loss: 0.0312019 | Time: 1121.88 ms
[2022-04-11 16:40:44 main:574] : INFO : Epoch 1549 | loss: 0.0312025 | val_loss: 0.0312005 | Time: 1130.43 ms
[2022-04-11 16:40:45 main:574] : INFO : Epoch 1550 | loss: 0.0312032 | val_loss: 0.0312009 | Time: 1131.55 ms
[2022-04-11 16:40:46 main:574] : INFO : Epoch 1551 | loss: 0.0312023 | val_loss: 0.031201 | Time: 1134.49 ms
[2022-04-11 16:40:47 main:574] : INFO : Epoch 1552 | loss: 0.0312024 | val_loss: 0.0312004 | Time: 1132.6 ms
[2022-04-11 16:40:48 main:574] : INFO : Epoch 1553 | loss: 0.0312044 | val_loss: 0.0312028 | Time: 1127.12 ms
[2022-04-11 16:40:50 main:574] : INFO : Epoch 1554 | loss: 0.0312035 | val_loss: 0.0312004 | Time: 1133.14 ms
[2022-04-11 16:40:51 main:574] : INFO : Epoch 1555 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 1127.9 ms
[2022-04-11 16:40:52 main:574] : INFO : Epoch 1556 | loss: 0.031204 | val_loss: 0.0312019 | Time: 1127.3 ms
[2022-04-11 16:40:53 main:574] : INFO : Epoch 1557 | loss: 0.031204 | val_loss: 0.0312049 | Time: 1135.59 ms
[2022-04-11 16:40:54 main:574] : INFO : Epoch 1558 | loss: 0.0312062 | val_loss: 0.0312018 | Time: 1134.4 ms
[2022-04-11 16:40:55 main:574] : INFO : Epoch 1559 | loss: 0.0312048 | val_loss: 0.0312062 | Time: 1127.09 ms
[2022-04-11 16:40:56 main:574] : INFO : Epoch 1560 | loss: 0.0312031 | val_loss: 0.0312009 | Time: 1127.02 ms
[2022-04-11 16:40:58 main:574] : INFO : Epoch 1561 | loss: 0.0312026 | val_loss: 0.0312015 | Time: 1134.08 ms
[2022-04-11 16:40:59 main:574] : INFO : Epoch 1562 | loss: 0.0312048 | val_loss: 0.0312017 | Time: 1127.96 ms
[2022-04-11 16:41:00 main:574] : INFO : Epoch 1563 | loss: 0.0312021 | val_loss: 0.0312013 | Time: 1141.73 ms
[2022-04-11 16:41:01 main:574] : INFO : Epoch 1564 | loss: 0.031202 | val_loss: 0.0312012 | Time: 1131.81 ms
[2022-04-11 16:41:02 main:574] : INFO : Epoch 1565 | loss: 0.0312024 | val_loss: 0.0312017 | Time: 1125.41 ms
[2022-04-11 16:41:03 main:574] : INFO : Epoch 1566 | loss: 0.0312017 | val_loss: 0.0312015 | Time: 1131.86 ms
[2022-04-11 16:41:04 main:574] : INFO : Epoch 1567 | loss: 0.0312031 | val_loss: 0.031201 | Time: 1141.26 ms
[2022-04-11 16:41:05 main:574] : INFO : Epoch 1568 | loss: 0.0312035 | val_loss: 0.0312029 | Time: 1131.72 ms
[2022-04-11 16:41:07 main:574] : INFO : Epoch 1569 | loss: 0.0312022 | val_loss: 0.031202 | Time: 1129.46 ms
[2022-04-11 16:41:08 main:574] : INFO : Epoch 1570 | loss: 0.0312022 | val_loss: 0.0312021 | Time: 1139.52 ms
[2022-04-11 16:41:09 main:574] : INFO : Epoch 1571 | loss: 0.0312035 | val_loss: 0.0312067 | Time: 1123.6 ms
[2022-04-11 16:41:10 main:574] : INFO : Epoch 1572 | loss: 0.0312029 | val_loss: 0.0312052 | Time: 1130.89 ms
[2022-04-11 16:41:11 main:574] : INFO : Epoch 1573 | loss: 0.0312027 | val_loss: 0.0312016 | Time: 1132.66 ms
[2022-04-11 16:41:12 main:574] : INFO : Epoch 1574 | loss: 0.0312036 | val_loss: 0.0312062 | Time: 1136.22 ms
[2022-04-11 16:41:13 main:574] : INFO : Epoch 1575 | loss: 0.0312025 | val_loss: 0.031203 | Time: 1119.51 ms
[2022-04-11 16:41:15 main:574] : INFO : Epoch 1576 | loss: 0.0312021 | val_loss: 0.0312027 | Time: 1130.94 ms
[2022-04-11 16:41:16 main:574] : INFO : Epoch 1577 | loss: 0.0312018 | val_loss: 0.0312027 | Time: 1138.09 ms
[2022-04-11 16:41:17 main:574] : INFO : Epoch 1578 | loss: 0.031202 | val_loss: 0.0312013 | Time: 1143.14 ms
[2022-04-11 16:41:18 main:574] : INFO : Epoch 1579 | loss: 0.0312018 | val_loss: 0.031203 | Time: 1132.13 ms
[2022-04-11 16:41:19 main:574] : INFO : Epoch 1580 | loss: 0.0312033 | val_loss: 0.0312058 | Time: 1118.66 ms
[2022-04-11 16:41:20 main:574] : INFO : Epoch 1581 | loss: 0.0312028 | val_loss: 0.0312015 | Time: 1135.63 ms
[2022-04-11 16:41:21 main:574] : INFO : Epoch 1582 | loss: 0.0312024 | val_loss: 0.0312024 | Time: 1138.38 ms
[2022-04-11 16:41:22 main:574] : INFO : Epoch 1583 | loss: 0.0312023 | val_loss: 0.0312015 | Time: 1127.57 ms
[2022-04-11 16:41:24 main:574] : INFO : Epoch 1584 | loss: 0.0312012 | val_loss: 0.031201 | Time: 1130.87 ms
[2022-04-11 16:41:25 main:574] : INFO : Epoch 1585 | loss: 0.0312018 | val_loss: 0.0312072 | Time: 1127.01 ms
[2022-04-11 16:41:26 main:574] : INFO : Epoch 1586 | loss: 0.0312034 | val_loss: 0.0312013 | Time: 1129.91 ms
[2022-04-11 16:41:27 main:574] : INFO : Epoch 1587 | loss: 0.0312022 | val_loss: 0.0312004 | Time: 1133.02 ms
[2022-04-11 16:41:28 main:574] : INFO : Epoch 1588 | loss: 0.0312026 | val_loss: 0.0312049 | Time: 1131.85 ms
[2022-04-11 16:41:29 main:574] : INFO : Epoch 1589 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 1129.97 ms
[2022-04-11 16:41:30 main:574] : INFO : Epoch 1590 | loss: 0.0312018 | val_loss: 0.0312011 | Time: 1127.28 ms
[2022-04-11 16:41:32 main:574] : INFO : Epoch 1591 | loss: 0.0312019 | val_loss: 0.0312059 | Time: 1134.29 ms
[2022-04-11 16:41:33 main:574] : INFO : Epoch 1592 | loss: 0.031206 | val_loss: 0.0312064 | Time: 1123.08 ms
[2022-04-11 16:41:34 main:574] : INFO : Epoch 1593 | loss: 0.0312032 | val_loss: 0.0312039 | Time: 1130.79 ms
[2022-04-11 16:41:35 main:574] : INFO : Epoch 1594 | loss: 0.0312011 | val_loss: 0.0312015 | Time: 1137.9 ms
[2022-04-11 16:41:36 main:574] : INFO : Epoch 1595 | loss: 0.0312021 | val_loss: 0.031205 | Time: 1126.31 ms
[2022-04-11 16:41:37 main:574] : INFO : Epoch 1596 | loss: 0.0312036 | val_loss: 0.0312043 | Time: 1152.53 ms
[2022-04-11 16:41:38 main:574] : INFO : Epoch 1597 | loss: 0.0312031 | val_loss: 0.0312014 | Time: 1128.84 ms
[2022-04-11 16:41:39 main:574] : INFO : Epoch 1598 | loss: 0.0312014 | val_loss: 0.0312055 | Time: 1127.8 ms
[2022-04-11 16:41:41 main:574] : INFO : Epoch 1599 | loss: 0.0312016 | val_loss: 0.0312014 | Time: 1130.34 ms
[2022-04-11 16:41:42 main:574] : INFO : Epoch 1600 | loss: 0.0312012 | val_loss: 0.0312014 | Time: 1123.05 ms
[2022-04-11 16:41:43 main:574] : INFO : Epoch 1601 | loss: 0.0312011 | val_loss: 0.0312012 | Time: 1133.55 ms
[2022-04-11 16:41:44 main:574] : INFO : Epoch 1602 | loss: 0.0312009 | val_loss: 0.0312016 | Time: 1129.74 ms
[2022-04-11 16:41:45 main:574] : INFO : Epoch 1603 | loss: 0.0312022 | val_loss: 0.0312015 | Time: 1129.71 ms
[2022-04-11 16:41:46 main:574] : INFO : Epoch 1604 | loss: 0.0312017 | val_loss: 0.0312021 | Time: 1135.86 ms
[2022-04-11 16:41:47 main:574] : INFO : Epoch 1605 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 1126.84 ms
[2022-04-11 16:41:49 main:574] : INFO : Epoch 1606 | loss: 0.0312008 | val_loss: 0.0312015 | Time: 1133.42 ms
[2022-04-11 16:41:50 main:574] : INFO : Epoch 1607 | loss: 0.0312004 | val_loss: 0.0312002 | Time: 1134.12 ms
[2022-04-11 16:41:51 main:574] : INFO : Epoch 1608 | loss: 0.0312007 | val_loss: 0.0312002 | Time: 1135.13 ms
[2022-04-11 16:41:52 main:574] : INFO : Epoch 1609 | loss: 0.0312009 | val_loss: 0.0312019 | Time: 1132.21 ms
[2022-04-11 16:41:53 main:574] : INFO : Epoch 1610 | loss: 0.0312008 | val_loss: 0.0312025 | Time: 1130.63 ms
[2022-04-11 16:41:54 main:574] : INFO : Epoch 1611 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 1137.88 ms
[2022-04-11 16:41:55 main:574] : INFO : Epoch 1612 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 1123.35 ms
[2022-04-11 16:41:57 main:574] : INFO : Epoch 1613 | loss: 0.0312007 | val_loss: 0.0312008 | Time: 1134.13 ms
[2022-04-11 16:41:58 main:574] : INFO : Epoch 1614 | loss: 0.0312007 | val_loss: 0.0312002 | Time: 1129.34 ms
[2022-04-11 16:41:59 main:574] : INFO : Epoch 1615 | loss: 0.0312015 | val_loss: 0.0312014 | Time: 1137.21 ms
[2022-04-11 16:42:00 main:574] : INFO : Epoch 1616 | loss: 0.0312017 | val_loss: 0.0312005 | Time: 1142.39 ms
[2022-04-11 16:42:01 main:574] : INFO : Epoch 1617 | loss: 0.0312009 | val_loss: 0.0312005 | Time: 1136.33 ms
[2022-04-11 16:42:02 main:574] : INFO : Epoch 1618 | loss: 0.031201 | val_loss: 0.0312029 | Time: 1135.59 ms
[2022-04-11 16:42:03 main:574] : INFO : Epoch 1619 | loss: 0.0312012 | val_loss: 0.0312026 | Time: 1129.47 ms
[2022-04-11 16:42:04 main:574] : INFO : Epoch 1620 | loss: 0.0312021 | val_loss: 0.0312034 | Time: 1134.62 ms
[2022-04-11 16:42:06 main:574] : INFO : Epoch 1621 | loss: 0.0312016 | val_loss: 0.0312027 | Time: 1136.69 ms
[2022-04-11 16:42:07 main:574] : INFO : Epoch 1622 | loss: 0.0312019 | val_loss: 0.0312011 | Time: 1133.16 ms
[2022-04-11 16:42:08 main:574] : INFO : Epoch 1623 | loss: 0.031202 | val_loss: 0.0312006 | Time: 1133.14 ms
[2022-04-11 16:42:09 main:574] : INFO : Epoch 1624 | loss: 0.0312015 | val_loss: 0.0312013 | Time: 1125.02 ms
[2022-04-11 16:42:10 main:574] : INFO : Epoch 1625 | loss: 0.0312014 | val_loss: 0.031201 | Time: 1129.01 ms
[2022-04-11 16:42:11 main:574] : INFO : Epoch 1626 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 1151.29 ms
[2022-04-11 16:42:12 main:574] : INFO : Epoch 1627 | loss: 0.0312025 | val_loss: 0.0312072 | Time: 1136.51 ms
[2022-04-11 16:42:14 main:574] : INFO : Epoch 1628 | loss: 0.0312034 | val_loss: 0.0312026 | Time: 1130.86 ms
[2022-04-11 16:42:15 main:574] : INFO : Epoch 1629 | loss: 0.0312013 | val_loss: 0.0312005 | Time: 1132.61 ms
[2022-04-11 16:42:16 main:574] : INFO : Epoch 1630 | loss: 0.0312033 | val_loss: 0.0312051 | Time: 1133.02 ms
[2022-04-11 16:42:17 main:574] : INFO : Epoch 1631 | loss: 0.0312036 | val_loss: 0.0312034 | Time: 1130.88 ms
[2022-04-11 16:42:18 main:574] : INFO : Epoch 1632 | loss: 0.0312019 | val_loss: 0.0312005 | Time: 1130.34 ms
[2022-04-11 16:42:19 main:574] : INFO : Epoch 1633 | loss: 0.0312006 | val_loss: 0.0312 | Time: 1126.41 ms
[2022-04-11 16:42:20 main:574] : INFO : Epoch 1634 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 1137.04 ms
[2022-04-11 16:42:22 main:574] : INFO : Epoch 1635 | loss: 0.0312015 | val_loss: 0.031201 | Time: 1143.23 ms
[2022-04-11 16:42:23 main:574] : INFO : Epoch 1636 | loss: 0.0312008 | val_loss: 0.0312003 | Time: 1126.21 ms
[2022-04-11 16:42:24 main:574] : INFO : Epoch 1637 | loss: 0.0312024 | val_loss: 0.0312034 | Time: 1136.1 ms
[2022-04-11 16:42:25 main:574] : INFO : Epoch 1638 | loss: 0.0312023 | val_loss: 0.0312028 | Time: 1130.37 ms
[2022-04-11 16:42:26 main:574] : INFO : Epoch 1639 | loss: 0.0312012 | val_loss: 0.0312011 | Time: 1137.17 ms
[2022-04-11 16:42:27 main:574] : INFO : Epoch 1640 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 1128.08 ms
[2022-04-11 16:42:28 main:574] : INFO : Epoch 1641 | loss: 0.0312022 | val_loss: 0.0312033 | Time: 1131.51 ms
[2022-04-11 16:42:29 main:574] : INFO : Epoch 1642 | loss: 0.0312009 | val_loss: 0.0312013 | Time: 1133.68 ms
[2022-04-11 16:42:31 main:574] : INFO : Epoch 1643 | loss: 0.0312017 | val_loss: 0.0312012 | Time: 1125.49 ms
[2022-04-11 16:42:32 main:574] : INFO : Epoch 1644 | loss: 0.0312015 | val_loss: 0.031207 | Time: 1137.64 ms
[2022-04-11 16:42:33 main:574] : INFO : Epoch 1645 | loss: 0.0312026 | val_loss: 0.0312036 | Time: 1127.49 ms
[2022-04-11 16:42:34 main:574] : INFO : Epoch 1646 | loss: 0.031203 | val_loss: 0.0312005 | Time: 1134.25 ms
[2022-04-11 16:42:35 main:574] : INFO : Epoch 1647 | loss: 0.0312012 | val_loss: 0.0312014 | Time: 1143.55 ms
[2022-04-11 16:42:36 main:574] : INFO : Epoch 1648 | loss: 0.0312017 | val_loss: 0.0312009 | Time: 1130.11 ms
[2022-04-11 16:42:37 main:574] : INFO : Epoch 1649 | loss: 0.0312024 | val_loss: 0.0312003 | Time: 1138.35 ms
[2022-04-11 16:42:39 main:574] : INFO : Epoch 1650 | loss: 0.0312057 | val_loss: 0.0312039 | Time: 1124.92 ms
[2022-04-11 16:42:40 main:574] : INFO : Epoch 1651 | loss: 0.031203 | val_loss: 0.0312025 | Time: 1143.01 ms
[2022-04-11 16:42:41 main:574] : INFO : Epoch 1652 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 1129.61 ms
[2022-04-11 16:42:42 main:574] : INFO : Epoch 1653 | loss: 0.0312018 | val_loss: 0.0312 | Time: 1125.21 ms
[2022-04-11 16:42:43 main:574] : INFO : Epoch 1654 | loss: 0.0312005 | val_loss: 0.0312008 | Time: 1134.45 ms
[2022-04-11 16:42:44 main:574] : INFO : Epoch 1655 | loss: 0.0312004 | val_loss: 0.0312035 | Time: 1125.02 ms
[2022-04-11 16:42:45 main:574] : INFO : Epoch 1656 | loss: 0.0312009 | val_loss: 0.0312008 | Time: 1125.14 ms
[2022-04-11 16:42:46 main:574] : INFO : Epoch 1657 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 1129.24 ms
[2022-04-11 16:42:48 main:574] : INFO : Epoch 1658 | loss: 0.0312034 | val_loss: 0.0312016 | Time: 1128.73 ms
[2022-04-11 16:42:49 main:574] : INFO : Epoch 1659 | loss: 0.0312101 | val_loss: 0.0312406 | Time: 1130.04 ms
[2022-04-11 16:42:50 main:574] : INFO : Epoch 1660 | loss: 0.0395121 | val_loss: 0.0365704 | Time: 1134.47 ms
[2022-04-11 16:42:51 main:574] : INFO : Epoch 1661 | loss: 0.0360361 | val_loss: 0.031733 | Time: 1127.25 ms
[2022-04-11 16:42:52 main:574] : INFO : Epoch 1662 | loss: 0.0315359 | val_loss: 0.0312626 | Time: 1128.86 ms
[2022-04-11 16:42:53 main:574] : INFO : Epoch 1663 | loss: 0.0312681 | val_loss: 0.0312288 | Time: 1127.67 ms
[2022-04-11 16:42:54 main:574] : INFO : Epoch 1664 | loss: 0.0312302 | val_loss: 0.0312116 | Time: 1129.05 ms
[2022-04-11 16:42:56 main:574] : INFO : Epoch 1665 | loss: 0.0312127 | val_loss: 0.0312066 | Time: 1129.91 ms
[2022-04-11 16:42:57 main:574] : INFO : Epoch 1666 | loss: 0.0312098 | val_loss: 0.0312053 | Time: 1132.47 ms
[2022-04-11 16:42:58 main:574] : INFO : Epoch 1667 | loss: 0.0312086 | val_loss: 0.0312051 | Time: 1134.92 ms
[2022-04-11 16:42:59 main:574] : INFO : Epoch 1668 | loss: 0.031209 | val_loss: 0.0312044 | Time: 1131.84 ms
[2022-04-11 16:43:00 main:574] : INFO : Epoch 1669 | loss: 0.0312086 | val_loss: 0.0312034 | Time: 1129.6 ms
[2022-04-11 16:43:01 main:574] : INFO : Epoch 1670 | loss: 0.0312073 | val_loss: 0.0312033 | Time: 1136.09 ms
[2022-04-11 16:43:02 main:574] : INFO : Epoch 1671 | loss: 0.0312068 | val_loss: 0.0312028 | Time: 1122.88 ms
[2022-04-11 16:43:03 main:574] : INFO : Epoch 1672 | loss: 0.031206 | val_loss: 0.0312021 | Time: 1129.37 ms
[2022-04-11 16:43:05 main:574] : INFO : Epoch 1673 | loss: 0.0312058 | val_loss: 0.031202 | Time: 1136.89 ms
[2022-04-11 16:43:06 main:574] : INFO : Epoch 1674 | loss: 0.0312061 | val_loss: 0.0312024 | Time: 1135.28 ms
[2022-04-11 16:43:07 main:574] : INFO : Epoch 1675 | loss: 0.0312053 | val_loss: 0.0312015 | Time: 1131.15 ms
[2022-04-11 16:43:08 main:574] : INFO : Epoch 1676 | loss: 0.0312049 | val_loss: 0.0312036 | Time: 1128.03 ms
[2022-04-11 16:43:09 main:574] : INFO : Epoch 1677 | loss: 0.0312058 | val_loss: 0.0312012 | Time: 1131.73 ms
[2022-04-11 16:43:10 main:574] : INFO : Epoch 1678 | loss: 0.0312049 | val_loss: 0.0312025 | Time: 1137.8 ms
[2022-04-11 16:43:11 main:574] : INFO : Epoch 1679 | loss: 0.0312049 | val_loss: 0.0312018 | Time: 1131.96 ms
[2022-04-11 16:43:13 main:574] : INFO : Epoch 1680 | loss: 0.0312047 | val_loss: 0.0312015 | Time: 1124.39 ms
[2022-04-11 16:43:14 main:574] : INFO : Epoch 1681 | loss: 0.0312065 | val_loss: 0.0312039 | Time: 1129.41 ms
[2022-04-11 16:43:15 main:574] : INFO : Epoch 1682 | loss: 0.0312051 | val_loss: 0.0312011 | Time: 1125.58 ms
[2022-04-11 16:43:16 main:574] : INFO : Epoch 1683 | loss: 0.0312043 | val_loss: 0.0312017 | Time: 1127.66 ms
[2022-04-11 16:43:17 main:574] : INFO : Epoch 1684 | loss: 0.0312056 | val_loss: 0.0312006 | Time: 1128.92 ms
[2022-04-11 16:43:18 main:574] : INFO : Epoch 1685 | loss: 0.0312051 | val_loss: 0.0312018 | Time: 1128.11 ms
[2022-04-11 16:43:19 main:574] : INFO : Epoch 1686 | loss: 0.031205 | val_loss: 0.0312022 | Time: 1128.09 ms
[2022-04-11 16:43:20 main:574] : INFO : Epoch 1687 | loss: 0.0312055 | val_loss: 0.0312007 | Time: 1130.1 ms
[2022-04-11 16:43:22 main:574] : INFO : Epoch 1688 | loss: 0.0312074 | val_loss: 0.0312091 | Time: 1121.39 ms
[2022-04-11 16:43:23 main:574] : INFO : Epoch 1689 | loss: 0.0312067 | val_loss: 0.0312006 | Time: 1137.38 ms
[2022-04-11 16:43:24 main:574] : INFO : Epoch 1690 | loss: 0.0312036 | val_loss: 0.0311999 | Time: 1129.53 ms
[2022-04-11 16:43:25 main:574] : INFO : Epoch 1691 | loss: 0.0312032 | val_loss: 0.0312025 | Time: 1135.29 ms
[2022-04-11 16:43:26 main:574] : INFO : Epoch 1692 | loss: 0.0312037 | val_loss: 0.0312003 | Time: 1130.74 ms
[2022-04-11 16:43:27 main:574] : INFO : Epoch 1693 | loss: 0.0312035 | val_loss: 0.0311998 | Time: 1136.79 ms
[2022-04-11 16:43:28 main:574] : INFO : Epoch 1694 | loss: 0.0312026 | val_loss: 0.0311997 | Time: 1133.23 ms
[2022-04-11 16:43:30 main:574] : INFO : Epoch 1695 | loss: 0.0312031 | val_loss: 0.0311998 | Time: 1132.49 ms
[2022-04-11 16:43:31 main:574] : INFO : Epoch 1696 | loss: 0.0312028 | val_loss: 0.0311993 | Time: 1128.06 ms
[2022-04-11 16:43:32 main:574] : INFO : Epoch 1697 | loss: 0.0312027 | val_loss: 0.0311992 | Time: 1132.36 ms
[2022-04-11 16:43:33 main:574] : INFO : Epoch 1698 | loss: 0.0312036 | val_loss: 0.0311998 | Time: 1134.85 ms
[2022-04-11 16:43:34 main:574] : INFO : Epoch 1699 | loss: 0.0312031 | val_loss: 0.0311997 | Time: 1126.78 ms
[2022-04-11 16:43:35 main:574] : INFO : Epoch 1700 | loss: 0.0312034 | val_loss: 0.031199 | Time: 1129.58 ms
[2022-04-11 16:43:36 main:574] : INFO : Epoch 1701 | loss: 0.0312043 | val_loss: 0.0312 | Time: 1134.52 ms
[2022-04-11 16:43:37 main:574] : INFO : Epoch 1702 | loss: 0.0312025 | val_loss: 0.0311989 | Time: 1127.84 ms
[2022-04-11 16:43:39 main:574] : INFO : Epoch 1703 | loss: 0.0312021 | val_loss: 0.0312004 | Time: 1136.26 ms
[2022-04-11 16:43:40 main:574] : INFO : Epoch 1704 | loss: 0.0312034 | val_loss: 0.0311992 | Time: 1153.38 ms
[2022-04-11 16:43:41 main:574] : INFO : Epoch 1705 | loss: 0.0312024 | val_loss: 0.0311988 | Time: 1130.87 ms
[2022-04-11 16:43:42 main:574] : INFO : Epoch 1706 | loss: 0.031202 | val_loss: 0.0312002 | Time: 1135.08 ms
[2022-04-11 16:43:43 main:574] : INFO : Epoch 1707 | loss: 0.031203 | val_loss: 0.0311995 | Time: 1125.56 ms
[2022-04-11 16:43:44 main:574] : INFO : Epoch 1708 | loss: 0.0312021 | val_loss: 0.0311987 | Time: 1135.52 ms
[2022-04-11 16:43:45 main:574] : INFO : Epoch 1709 | loss: 0.0312025 | val_loss: 0.0311987 | Time: 1130.81 ms
[2022-04-11 16:43:47 main:574] : INFO : Epoch 1710 | loss: 0.0312028 | val_loss: 0.0311996 | Time: 1137.12 ms
[2022-04-11 16:43:48 main:574] : INFO : Epoch 1711 | loss: 0.031202 | val_loss: 0.0311986 | Time: 1130.1 ms
[2022-04-11 16:43:49 main:574] : INFO : Epoch 1712 | loss: 0.0312018 | val_loss: 0.0311984 | Time: 1127.55 ms
[2022-04-11 16:43:50 main:574] : INFO : Epoch 1713 | loss: 0.0312025 | val_loss: 0.0312004 | Time: 1130.02 ms
[2022-04-11 16:43:51 main:574] : INFO : Epoch 1714 | loss: 0.0312044 | val_loss: 0.0312053 | Time: 1135.15 ms
[2022-04-11 16:43:52 main:574] : INFO : Epoch 1715 | loss: 0.0312061 | val_loss: 0.0312027 | Time: 1133.65 ms
[2022-04-11 16:43:53 main:574] : INFO : Epoch 1716 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 1133.48 ms
[2022-04-11 16:43:54 main:574] : INFO : Epoch 1717 | loss: 0.0312014 | val_loss: 0.0312 | Time: 1123.73 ms
[2022-04-11 16:43:56 main:574] : INFO : Epoch 1718 | loss: 0.031202 | val_loss: 0.0311986 | Time: 1135.17 ms
[2022-04-11 16:43:57 main:574] : INFO : Epoch 1719 | loss: 0.0312014 | val_loss: 0.0311985 | Time: 1130.13 ms
[2022-04-11 16:43:58 main:574] : INFO : Epoch 1720 | loss: 0.0312012 | val_loss: 0.0311984 | Time: 1134.51 ms
[2022-04-11 16:43:59 main:574] : INFO : Epoch 1721 | loss: 0.0312012 | val_loss: 0.0311981 | Time: 1123.14 ms
[2022-04-11 16:44:00 main:574] : INFO : Epoch 1722 | loss: 0.0312011 | val_loss: 0.031198 | Time: 1140.7 ms
[2022-04-11 16:44:01 main:574] : INFO : Epoch 1723 | loss: 0.0312017 | val_loss: 0.0312007 | Time: 1137.37 ms
[2022-04-11 16:44:02 main:574] : INFO : Epoch 1724 | loss: 0.0312015 | val_loss: 0.0312005 | Time: 1136.86 ms
[2022-04-11 16:44:04 main:574] : INFO : Epoch 1725 | loss: 0.0312022 | val_loss: 0.0311989 | Time: 1126.21 ms
[2022-04-11 16:44:05 main:574] : INFO : Epoch 1726 | loss: 0.0312012 | val_loss: 0.031199 | Time: 1123.84 ms
[2022-04-11 16:44:06 main:574] : INFO : Epoch 1727 | loss: 0.0312012 | val_loss: 0.031198 | Time: 1127.65 ms
[2022-04-11 16:44:07 main:574] : INFO : Epoch 1728 | loss: 0.031201 | val_loss: 0.0311986 | Time: 1128.77 ms
[2022-04-11 16:44:08 main:574] : INFO : Epoch 1729 | loss: 0.0312011 | val_loss: 0.0311997 | Time: 1136.01 ms
[2022-04-11 16:44:09 main:574] : INFO : Epoch 1730 | loss: 0.0312013 | val_loss: 0.0311998 | Time: 1129.85 ms
[2022-04-11 16:44:10 main:574] : INFO : Epoch 1731 | loss: 0.0312016 | val_loss: 0.0311988 | Time: 1133.26 ms
[2022-04-11 16:44:11 main:574] : INFO : Epoch 1732 | loss: 0.0312021 | val_loss: 0.0311982 | Time: 1126.47 ms
[2022-04-11 16:44:13 main:574] : INFO : Epoch 1733 | loss: 0.0312015 | val_loss: 0.0311991 | Time: 1135.86 ms
[2022-04-11 16:44:14 main:574] : INFO : Epoch 1734 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 1132 ms
[2022-04-11 16:44:15 main:574] : INFO : Epoch 1735 | loss: 0.0312009 | val_loss: 0.0311983 | Time: 1126.76 ms
[2022-04-11 16:44:16 main:574] : INFO : Epoch 1736 | loss: 0.0312011 | val_loss: 0.0311988 | Time: 1135.05 ms
[2022-04-11 16:44:17 main:574] : INFO : Epoch 1737 | loss: 0.0312011 | val_loss: 0.031198 | Time: 1135.85 ms
[2022-04-11 16:44:29 main:574] : INFO : Epoch 1738 | loss: 0.0312018 | val_loss: 0.031201 | Time: 11517.9 ms
[2022-04-11 16:44:30 main:574] : INFO : Epoch 1739 | loss: 0.0312039 | val_loss: 0.0312009 | Time: 1128.61 ms
[2022-04-11 16:44:31 main:574] : INFO : Epoch 1740 | loss: 0.0312029 | val_loss: 0.0312006 | Time: 1120.58 ms
[2022-04-11 16:44:32 main:574] : INFO : Epoch 1741 | loss: 0.0312021 | val_loss: 0.0311988 | Time: 1132.12 ms
[2022-04-11 16:44:33 main:574] : INFO : Epoch 1742 | loss: 0.0312044 | val_loss: 0.0312053 | Time: 1127.46 ms
[2022-04-11 16:44:34 main:574] : INFO : Epoch 1743 | loss: 0.0312031 | val_loss: 0.0311988 | Time: 1127.66 ms
[2022-04-11 16:44:35 main:574] : INFO : Epoch 1744 | loss: 0.0312022 | val_loss: 0.0311986 | Time: 1131.62 ms
[2022-04-11 16:44:37 main:574] : INFO : Epoch 1745 | loss: 0.0312015 | val_loss: 0.0311985 | Time: 1142.8 ms
[2022-04-11 16:44:38 main:574] : INFO : Epoch 1746 | loss: 0.0312024 | val_loss: 0.0311986 | Time: 1111.96 ms
[2022-04-11 16:44:39 main:574] : INFO : Epoch 1747 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 1130.88 ms
[2022-04-11 16:44:40 main:574] : INFO : Epoch 1748 | loss: 0.0312019 | val_loss: 0.0312 | Time: 1120.97 ms
[2022-04-11 16:44:41 main:574] : INFO : Epoch 1749 | loss: 0.0312025 | val_loss: 0.0312 | Time: 1130.01 ms
[2022-04-11 16:44:42 main:574] : INFO : Epoch 1750 | loss: 0.0312025 | val_loss: 0.031201 | Time: 1135.08 ms
[2022-04-11 16:44:43 main:574] : INFO : Epoch 1751 | loss: 0.0312026 | val_loss: 0.0311991 | Time: 1134.16 ms
[2022-04-11 16:44:45 main:574] : INFO : Epoch 1752 | loss: 0.0312025 | val_loss: 0.0311988 | Time: 1129.95 ms
[2022-04-11 16:44:46 main:574] : INFO : Epoch 1753 | loss: 0.0312009 | val_loss: 0.0311983 | Time: 1122.6 ms
[2022-04-11 16:44:47 main:574] : INFO : Epoch 1754 | loss: 0.0312007 | val_loss: 0.0311982 | Time: 1131.89 ms
[2022-04-11 16:44:48 main:574] : INFO : Epoch 1755 | loss: 0.0312005 | val_loss: 0.0311985 | Time: 1124.73 ms
[2022-04-11 16:44:49 main:574] : INFO : Epoch 1756 | loss: 0.0312016 | val_loss: 0.0311987 | Time: 1127.28 ms
[2022-04-11 16:44:50 main:574] : INFO : Epoch 1757 | loss: 0.0312007 | val_loss: 0.0311977 | Time: 1129.78 ms
[2022-04-11 16:44:51 main:574] : INFO : Epoch 1758 | loss: 0.0312002 | val_loss: 0.0311977 | Time: 1150.57 ms
[2022-04-11 16:44:52 main:574] : INFO : Epoch 1759 | loss: 0.0312003 | val_loss: 0.0311976 | Time: 1133.21 ms
[2022-04-11 16:44:54 main:574] : INFO : Epoch 1760 | loss: 0.0312008 | val_loss: 0.0311984 | Time: 1129.57 ms
[2022-04-11 16:44:55 main:574] : INFO : Epoch 1761 | loss: 0.031202 | val_loss: 0.0311985 | Time: 1139.66 ms
[2022-04-11 16:44:56 main:574] : INFO : Epoch 1762 | loss: 0.0312019 | val_loss: 0.0311987 | Time: 1126.87 ms
[2022-04-11 16:44:57 main:574] : INFO : Epoch 1763 | loss: 0.0312008 | val_loss: 0.0311977 | Time: 1128.42 ms
[2022-04-11 16:44:58 main:574] : INFO : Epoch 1764 | loss: 0.0312007 | val_loss: 0.0311983 | Time: 1126.99 ms
[2022-04-11 16:44:59 main:574] : INFO : Epoch 1765 | loss: 0.0312008 | val_loss: 0.0311981 | Time: 1127.03 ms
[2022-04-11 16:45:00 main:574] : INFO : Epoch 1766 | loss: 0.0312011 | val_loss: 0.0311975 | Time: 1126.11 ms
[2022-04-11 16:45:02 main:574] : INFO : Epoch 1767 | loss: 0.0312009 | val_loss: 0.0312007 | Time: 1131.99 ms
[2022-04-11 16:45:03 main:574] : INFO : Epoch 1768 | loss: 0.0312019 | val_loss: 0.0311977 | Time: 1121.41 ms
[2022-04-11 16:45:04 main:574] : INFO : Epoch 1769 | loss: 0.0312003 | val_loss: 0.0311988 | Time: 1127.2 ms
[2022-04-11 16:45:05 main:574] : INFO : Epoch 1770 | loss: 0.031201 | val_loss: 0.0311997 | Time: 1133.26 ms
[2022-04-11 16:45:06 main:574] : INFO : Epoch 1771 | loss: 0.0312024 | val_loss: 0.0312029 | Time: 1126.55 ms
[2022-04-11 16:45:07 main:574] : INFO : Epoch 1772 | loss: 0.0312029 | val_loss: 0.0312022 | Time: 1137.88 ms
[2022-04-11 16:45:08 main:574] : INFO : Epoch 1773 | loss: 0.0312026 | val_loss: 0.0311995 | Time: 1128.88 ms
[2022-04-11 16:45:09 main:574] : INFO : Epoch 1774 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 1120.43 ms
[2022-04-11 16:45:11 main:574] : INFO : Epoch 1775 | loss: 0.0312006 | val_loss: 0.0311994 | Time: 1122.43 ms
[2022-04-11 16:45:12 main:574] : INFO : Epoch 1776 | loss: 0.0312007 | val_loss: 0.0311982 | Time: 1125.94 ms
[2022-04-11 16:45:13 main:574] : INFO : Epoch 1777 | loss: 0.0312002 | val_loss: 0.0311985 | Time: 1129.86 ms
[2022-04-11 16:45:14 main:574] : INFO : Epoch 1778 | loss: 0.0312011 | val_loss: 0.0312033 | Time: 1128.19 ms
[2022-04-11 16:45:15 main:574] : INFO : Epoch 1779 | loss: 0.0312023 | val_loss: 0.0311973 | Time: 1127.92 ms
[2022-04-11 16:45:16 main:574] : INFO : Epoch 1780 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 1132.11 ms
[2022-04-11 16:45:17 main:574] : INFO : Epoch 1781 | loss: 0.0312003 | val_loss: 0.0311973 | Time: 1134.29 ms
[2022-04-11 16:45:18 main:574] : INFO : Epoch 1782 | loss: 0.0312019 | val_loss: 0.0312012 | Time: 1127.53 ms
[2022-04-11 16:45:20 main:574] : INFO : Epoch 1783 | loss: 0.0312012 | val_loss: 0.0312015 | Time: 1133.78 ms
[2022-04-11 16:45:21 main:574] : INFO : Epoch 1784 | loss: 0.0312021 | val_loss: 0.0311997 | Time: 1132.68 ms
[2022-04-11 16:45:22 main:574] : INFO : Epoch 1785 | loss: 0.0312007 | val_loss: 0.0311977 | Time: 1131.05 ms
[2022-04-11 16:45:23 main:574] : INFO : Epoch 1786 | loss: 0.0312012 | val_loss: 0.0311976 | Time: 1123.94 ms
[2022-04-11 16:45:24 main:574] : INFO : Epoch 1787 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 1142.84 ms
[2022-04-11 16:45:25 main:574] : INFO : Epoch 1788 | loss: 0.0312012 | val_loss: 0.0311972 | Time: 1129.62 ms
[2022-04-11 16:45:26 main:574] : INFO : Epoch 1789 | loss: 0.0312012 | val_loss: 0.0311982 | Time: 1132.4 ms
[2022-04-11 16:45:28 main:574] : INFO : Epoch 1790 | loss: 0.031201 | val_loss: 0.0311984 | Time: 1125.5 ms
[2022-04-11 16:45:29 main:574] : INFO : Epoch 1791 | loss: 0.0312007 | val_loss: 0.0312001 | Time: 1132.77 ms
[2022-04-11 16:45:30 main:574] : INFO : Epoch 1792 | loss: 0.0312008 | val_loss: 0.0311972 | Time: 1127.69 ms
[2022-04-11 16:45:31 main:574] : INFO : Epoch 1793 | loss: 0.0312008 | val_loss: 0.0311982 | Time: 1134.56 ms
[2022-04-11 16:45:32 main:574] : INFO : Epoch 1794 | loss: 0.0312011 | val_loss: 0.0311976 | Time: 1128.2 ms
[2022-04-11 16:45:33 main:574] : INFO : Epoch 1795 | loss: 0.0312 | val_loss: 0.031197 | Time: 1133.11 ms
[2022-04-11 16:45:34 main:574] : INFO : Epoch 1796 | loss: 0.0312008 | val_loss: 0.0312023 | Time: 1129.41 ms
[2022-04-11 16:45:35 main:574] : INFO : Epoch 1797 | loss: 0.0312027 | val_loss: 0.031199 | Time: 1123.77 ms
[2022-04-11 16:45:37 main:574] : INFO : Epoch 1798 | loss: 0.0312033 | val_loss: 0.0312041 | Time: 1133.53 ms
[2022-04-11 16:45:38 main:574] : INFO : Epoch 1799 | loss: 0.0312029 | val_loss: 0.0311984 | Time: 1118.85 ms
[2022-04-11 16:45:39 main:574] : INFO : Epoch 1800 | loss: 0.0312008 | val_loss: 0.0311995 | Time: 1135.09 ms
[2022-04-11 16:45:40 main:574] : INFO : Epoch 1801 | loss: 0.0312016 | val_loss: 0.031198 | Time: 1130.97 ms
[2022-04-11 16:45:41 main:574] : INFO : Epoch 1802 | loss: 0.0312022 | val_loss: 0.0311979 | Time: 1135.07 ms
[2022-04-11 16:45:42 main:574] : INFO : Epoch 1803 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 1129.15 ms
[2022-04-11 16:45:43 main:574] : INFO : Epoch 1804 | loss: 0.0312007 | val_loss: 0.0311989 | Time: 1133.85 ms
[2022-04-11 16:45:45 main:574] : INFO : Epoch 1805 | loss: 0.0312014 | val_loss: 0.0311972 | Time: 1126.21 ms
[2022-04-11 16:45:46 main:574] : INFO : Epoch 1806 | loss: 0.0312008 | val_loss: 0.031198 | Time: 1128.46 ms
[2022-04-11 16:45:47 main:574] : INFO : Epoch 1807 | loss: 0.0312 | val_loss: 0.0311983 | Time: 1132.76 ms
[2022-04-11 16:45:48 main:574] : INFO : Epoch 1808 | loss: 0.0312013 | val_loss: 0.0311973 | Time: 1124.58 ms
[2022-04-11 16:45:49 main:574] : INFO : Epoch 1809 | loss: 0.0312011 | val_loss: 0.0311987 | Time: 1136.61 ms
[2022-04-11 16:45:50 main:574] : INFO : Epoch 1810 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 1126.47 ms
[2022-04-11 16:45:51 main:574] : INFO : Epoch 1811 | loss: 0.0312046 | val_loss: 0.0311983 | Time: 1138.56 ms
[2022-04-11 16:45:52 main:574] : INFO : Epoch 1812 | loss: 0.0312032 | val_loss: 0.0312051 | Time: 1125.86 ms
[2022-04-11 16:45:54 main:574] : INFO : Epoch 1813 | loss: 0.0312038 | val_loss: 0.0311992 | Time: 1130.17 ms
[2022-04-11 16:45:55 main:574] : INFO : Epoch 1814 | loss: 0.0312024 | val_loss: 0.0311989 | Time: 1128.7 ms
[2022-04-11 16:45:56 main:574] : INFO : Epoch 1815 | loss: 0.0312012 | val_loss: 0.0311979 | Time: 1124.6 ms
[2022-04-11 16:45:57 main:574] : INFO : Epoch 1816 | loss: 0.0312011 | val_loss: 0.0311975 | Time: 1128.79 ms
[2022-04-11 16:45:58 main:574] : INFO : Epoch 1817 | loss: 0.0312006 | val_loss: 0.0311976 | Time: 1126.64 ms
[2022-04-11 16:45:59 main:574] : INFO : Epoch 1818 | loss: 0.0312001 | val_loss: 0.0311968 | Time: 1129.77 ms
[2022-04-11 16:46:00 main:574] : INFO : Epoch 1819 | loss: 0.0312003 | val_loss: 0.0311989 | Time: 1142.13 ms
[2022-04-11 16:46:02 main:574] : INFO : Epoch 1820 | loss: 0.0312 | val_loss: 0.0311971 | Time: 1133.19 ms
[2022-04-11 16:46:03 main:574] : INFO : Epoch 1821 | loss: 0.0312001 | val_loss: 0.0311976 | Time: 1129.94 ms
[2022-04-11 16:46:04 main:574] : INFO : Epoch 1822 | loss: 0.0311999 | val_loss: 0.0311976 | Time: 1127.7 ms
[2022-04-11 16:46:05 main:574] : INFO : Epoch 1823 | loss: 0.0312007 | val_loss: 0.0311965 | Time: 1133.74 ms
[2022-04-11 16:46:06 main:574] : INFO : Epoch 1824 | loss: 0.0312008 | val_loss: 0.0311971 | Time: 1127.29 ms
[2022-04-11 16:46:07 main:574] : INFO : Epoch 1825 | loss: 0.0312011 | val_loss: 0.0311993 | Time: 1130.56 ms
[2022-04-11 16:46:08 main:574] : INFO : Epoch 1826 | loss: 0.0312003 | val_loss: 0.0311969 | Time: 1130.4 ms
[2022-04-11 16:46:09 main:574] : INFO : Epoch 1827 | loss: 0.0311998 | val_loss: 0.0311974 | Time: 1132.82 ms
[2022-04-11 16:46:11 main:574] : INFO : Epoch 1828 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 1128.34 ms
[2022-04-11 16:46:12 main:574] : INFO : Epoch 1829 | loss: 0.0312019 | val_loss: 0.0311967 | Time: 1124.79 ms
[2022-04-11 16:46:13 main:574] : INFO : Epoch 1830 | loss: 0.0311999 | val_loss: 0.0311967 | Time: 1136.75 ms
[2022-04-11 16:46:14 main:574] : INFO : Epoch 1831 | loss: 0.0312001 | val_loss: 0.0311972 | Time: 1133.8 ms
[2022-04-11 16:46:15 main:574] : INFO : Epoch 1832 | loss: 0.0311996 | val_loss: 0.0311965 | Time: 1130.02 ms
[2022-04-11 16:46:16 main:574] : INFO : Epoch 1833 | loss: 0.0312006 | val_loss: 0.031197 | Time: 1127.94 ms
[2022-04-11 16:46:17 main:574] : INFO : Epoch 1834 | loss: 0.0312003 | val_loss: 0.0311999 | Time: 1126.62 ms
[2022-04-11 16:46:19 main:574] : INFO : Epoch 1835 | loss: 0.0312027 | val_loss: 0.0311969 | Time: 1128.94 ms
[2022-04-11 16:46:20 main:574] : INFO : Epoch 1836 | loss: 0.0312006 | val_loss: 0.0312019 | Time: 1124.97 ms
[2022-04-11 16:46:21 main:574] : INFO : Epoch 1837 | loss: 0.0312007 | val_loss: 0.0311974 | Time: 1147.8 ms
[2022-04-11 16:46:22 main:574] : INFO : Epoch 1838 | loss: 0.0311995 | val_loss: 0.0311976 | Time: 1141.25 ms
[2022-04-11 16:46:23 main:574] : INFO : Epoch 1839 | loss: 0.0312014 | val_loss: 0.0312002 | Time: 1128.39 ms
[2022-04-11 16:46:24 main:574] : INFO : Epoch 1840 | loss: 0.0312018 | val_loss: 0.0312021 | Time: 1136.2 ms
[2022-04-11 16:46:25 main:574] : INFO : Epoch 1841 | loss: 0.0312018 | val_loss: 0.0311976 | Time: 1132.44 ms
[2022-04-11 16:46:26 main:574] : INFO : Epoch 1842 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 1130.82 ms
[2022-04-11 16:46:28 main:574] : INFO : Epoch 1843 | loss: 0.031201 | val_loss: 0.0311963 | Time: 1139.47 ms
[2022-04-11 16:46:29 main:574] : INFO : Epoch 1844 | loss: 0.0312011 | val_loss: 0.0311991 | Time: 1135.09 ms
[2022-04-11 16:46:30 main:574] : INFO : Epoch 1845 | loss: 0.0312034 | val_loss: 0.031199 | Time: 1134.93 ms
[2022-04-11 16:46:31 main:574] : INFO : Epoch 1846 | loss: 0.0312044 | val_loss: 0.0311991 | Time: 1138.62 ms
[2022-04-11 16:46:32 main:574] : INFO : Epoch 1847 | loss: 0.0312012 | val_loss: 0.0311963 | Time: 1139.4 ms
[2022-04-11 16:46:33 main:574] : INFO : Epoch 1848 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 1130.14 ms
[2022-04-11 16:46:34 main:574] : INFO : Epoch 1849 | loss: 0.0311989 | val_loss: 0.0311996 | Time: 1118.42 ms
[2022-04-11 16:46:36 main:574] : INFO : Epoch 1850 | loss: 0.0312003 | val_loss: 0.0311997 | Time: 1204.01 ms
[2022-04-11 16:46:37 main:574] : INFO : Epoch 1851 | loss: 0.0312005 | val_loss: 0.031197 | Time: 1168.5 ms
[2022-04-11 16:46:38 main:574] : INFO : Epoch 1852 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 1130.29 ms
[2022-04-11 16:46:39 main:574] : INFO : Epoch 1853 | loss: 0.0311996 | val_loss: 0.0311971 | Time: 1124.15 ms
[2022-04-11 16:46:40 main:574] : INFO : Epoch 1854 | loss: 0.0312 | val_loss: 0.0311968 | Time: 1130.18 ms
[2022-04-11 16:46:41 main:574] : INFO : Epoch 1855 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 1132.49 ms
[2022-04-11 16:46:42 main:574] : INFO : Epoch 1856 | loss: 0.0312002 | val_loss: 0.0311969 | Time: 1122.67 ms
[2022-04-11 16:46:44 main:574] : INFO : Epoch 1857 | loss: 0.0312007 | val_loss: 0.0312002 | Time: 1125.78 ms
[2022-04-11 16:46:45 main:574] : INFO : Epoch 1858 | loss: 0.0312003 | val_loss: 0.0311999 | Time: 1137.46 ms
[2022-04-11 16:46:46 main:574] : INFO : Epoch 1859 | loss: 0.0312003 | val_loss: 0.0311963 | Time: 1126.07 ms
[2022-04-11 16:46:47 main:574] : INFO : Epoch 1860 | loss: 0.0312 | val_loss: 0.0311971 | Time: 1133.49 ms
[2022-04-11 16:46:48 main:574] : INFO : Epoch 1861 | loss: 0.0311998 | val_loss: 0.0311977 | Time: 1133.69 ms
[2022-04-11 16:46:49 main:574] : INFO : Epoch 1862 | loss: 0.0312001 | val_loss: 0.0311979 | Time: 1135.93 ms
[2022-04-11 16:46:50 main:574] : INFO : Epoch 1863 | loss: 0.0311998 | val_loss: 0.0311976 | Time: 1151.86 ms
[2022-04-11 16:46:52 main:574] : INFO : Epoch 1864 | loss: 0.0312017 | val_loss: 0.0311983 | Time: 1132.72 ms
[2022-04-11 16:46:53 main:574] : INFO : Epoch 1865 | loss: 0.0312019 | val_loss: 0.0311962 | Time: 1125.64 ms
[2022-04-11 16:46:54 main:574] : INFO : Epoch 1866 | loss: 0.0312044 | val_loss: 0.0311999 | Time: 1127.37 ms
[2022-04-11 16:46:55 main:574] : INFO : Epoch 1867 | loss: 0.0312044 | val_loss: 0.0312003 | Time: 1122.59 ms
[2022-04-11 16:46:56 main:574] : INFO : Epoch 1868 | loss: 0.0312011 | val_loss: 0.0311992 | Time: 1130.56 ms
[2022-04-11 16:46:57 main:574] : INFO : Epoch 1869 | loss: 0.0312027 | val_loss: 0.0312057 | Time: 1132.63 ms
[2022-04-11 16:46:58 main:574] : INFO : Epoch 1870 | loss: 0.031207 | val_loss: 0.0312017 | Time: 1130.09 ms
[2022-04-11 16:46:59 main:574] : INFO : Epoch 1871 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 1136.69 ms
[2022-04-11 16:47:01 main:574] : INFO : Epoch 1872 | loss: 0.0312007 | val_loss: 0.0311988 | Time: 1143.04 ms
[2022-04-11 16:47:02 main:574] : INFO : Epoch 1873 | loss: 0.0312004 | val_loss: 0.0311987 | Time: 1133.35 ms
[2022-04-11 16:47:03 main:574] : INFO : Epoch 1874 | loss: 0.0311992 | val_loss: 0.0311972 | Time: 1128.82 ms
[2022-04-11 16:47:04 main:574] : INFO : Epoch 1875 | loss: 0.0312008 | val_loss: 0.031196 | Time: 1132.78 ms
[2022-04-11 16:47:05 main:574] : INFO : Epoch 1876 | loss: 0.0312001 | val_loss: 0.0311971 | Time: 1129.75 ms
[2022-04-11 16:47:06 main:574] : INFO : Epoch 1877 | loss: 0.0311997 | val_loss: 0.0311988 | Time: 1128.6 ms
[2022-04-11 16:47:07 main:574] : INFO : Epoch 1878 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 1133.35 ms
[2022-04-11 16:47:09 main:574] : INFO : Epoch 1879 | loss: 0.0312006 | val_loss: 0.0311968 | Time: 1133.92 ms
[2022-04-11 16:47:10 main:574] : INFO : Epoch 1880 | loss: 0.0312005 | val_loss: 0.0311986 | Time: 1121.79 ms
[2022-04-11 16:47:11 main:574] : INFO : Epoch 1881 | loss: 0.0311991 | val_loss: 0.0311968 | Time: 1135.79 ms
[2022-04-11 16:47:12 main:574] : INFO : Epoch 1882 | loss: 0.0311993 | val_loss: 0.0311978 | Time: 1135.8 ms
[2022-04-11 16:47:13 main:574] : INFO : Epoch 1883 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 1127.89 ms
[2022-04-11 16:47:14 main:574] : INFO : Epoch 1884 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 1127.1 ms
[2022-04-11 16:47:15 main:574] : INFO : Epoch 1885 | loss: 0.0311986 | val_loss: 0.031197 | Time: 1132.94 ms
[2022-04-11 16:47:16 main:574] : INFO : Epoch 1886 | loss: 0.031199 | val_loss: 0.0311974 | Time: 1130.47 ms
[2022-04-11 16:47:18 main:574] : INFO : Epoch 1887 | loss: 0.031199 | val_loss: 0.0311971 | Time: 1142.1 ms
[2022-04-11 16:47:19 main:574] : INFO : Epoch 1888 | loss: 0.0311987 | val_loss: 0.0311973 | Time: 1133.76 ms
[2022-04-11 16:47:20 main:574] : INFO : Epoch 1889 | loss: 0.0311985 | val_loss: 0.0311963 | Time: 1122.99 ms
[2022-04-11 16:47:21 main:574] : INFO : Epoch 1890 | loss: 0.0311983 | val_loss: 0.031196 | Time: 1144.05 ms
[2022-04-11 16:47:22 main:574] : INFO : Epoch 1891 | loss: 0.0312011 | val_loss: 0.0311956 | Time: 1132.84 ms
[2022-04-11 16:47:23 main:574] : INFO : Epoch 1892 | loss: 0.0311992 | val_loss: 0.0311965 | Time: 1125.13 ms
[2022-04-11 16:47:24 main:574] : INFO : Epoch 1893 | loss: 0.0311987 | val_loss: 0.0311953 | Time: 1125.03 ms
[2022-04-11 16:47:26 main:574] : INFO : Epoch 1894 | loss: 0.0311986 | val_loss: 0.0311976 | Time: 1122.95 ms
[2022-04-11 16:47:27 main:574] : INFO : Epoch 1895 | loss: 0.0312001 | val_loss: 0.0311974 | Time: 1123.49 ms
[2022-04-11 16:47:28 main:574] : INFO : Epoch 1896 | loss: 0.0312007 | val_loss: 0.0311956 | Time: 1133.12 ms
[2022-04-11 16:47:29 main:574] : INFO : Epoch 1897 | loss: 0.0311992 | val_loss: 0.0311983 | Time: 1128.92 ms
[2022-04-11 16:47:30 main:574] : INFO : Epoch 1898 | loss: 0.0311994 | val_loss: 0.0311969 | Time: 1132.56 ms
[2022-04-11 16:47:31 main:574] : INFO : Epoch 1899 | loss: 0.031198 | val_loss: 0.0311991 | Time: 1134.05 ms
[2022-04-11 16:47:32 main:574] : INFO : Epoch 1900 | loss: 0.0311999 | val_loss: 0.0311968 | Time: 1126.49 ms
[2022-04-11 16:47:33 main:574] : INFO : Epoch 1901 | loss: 0.0312006 | val_loss: 0.0312033 | Time: 1134.85 ms
[2022-04-11 16:47:35 main:574] : INFO : Epoch 1902 | loss: 0.0311995 | val_loss: 0.0311957 | Time: 1128.51 ms
[2022-04-11 16:47:36 main:574] : INFO : Epoch 1903 | loss: 0.0311977 | val_loss: 0.0311959 | Time: 1133.18 ms
[2022-04-11 16:47:37 main:574] : INFO : Epoch 1904 | loss: 0.0311987 | val_loss: 0.0311966 | Time: 1149.83 ms
[2022-04-11 16:47:38 main:574] : INFO : Epoch 1905 | loss: 0.0312005 | val_loss: 0.0311957 | Time: 1126.59 ms
[2022-04-11 16:47:39 main:574] : INFO : Epoch 1906 | loss: 0.0311997 | val_loss: 0.0311981 | Time: 1131.25 ms
[2022-04-11 16:47:40 main:574] : INFO : Epoch 1907 | loss: 0.0311982 | val_loss: 0.0311963 | Time: 1135.94 ms
[2022-04-11 16:47:41 main:574] : INFO : Epoch 1908 | loss: 0.0311982 | val_loss: 0.0311954 | Time: 1131.58 ms
[2022-04-11 16:47:43 main:574] : INFO : Epoch 1909 | loss: 0.031198 | val_loss: 0.031196 | Time: 1124.32 ms
[2022-04-11 16:47:44 main:574] : INFO : Epoch 1910 | loss: 0.0311977 | val_loss: 0.0311984 | Time: 1132.19 ms
[2022-04-11 16:47:45 main:574] : INFO : Epoch 1911 | loss: 0.0311986 | val_loss: 0.0311951 | Time: 1139.77 ms
[2022-04-11 16:47:46 main:574] : INFO : Epoch 1912 | loss: 0.0311993 | val_loss: 0.0311948 | Time: 1135.36 ms
[2022-04-11 16:47:47 main:574] : INFO : Epoch 1913 | loss: 0.0311999 | val_loss: 0.0311962 | Time: 1123.65 ms
[2022-04-11 16:47:48 main:574] : INFO : Epoch 1914 | loss: 0.0311983 | val_loss: 0.0311954 | Time: 1134.25 ms
[2022-04-11 16:47:49 main:574] : INFO : Epoch 1915 | loss: 0.0311982 | val_loss: 0.031195 | Time: 1130.26 ms
[2022-04-11 16:47:51 main:574] : INFO : Epoch 1916 | loss: 0.0311983 | val_loss: 0.031195 | Time: 1127.04 ms
[2022-04-11 16:47:52 main:574] : INFO : Epoch 1917 | loss: 0.0311974 | val_loss: 0.0311956 | Time: 1133.97 ms
[2022-04-11 16:47:53 main:574] : INFO : Epoch 1918 | loss: 0.0311978 | val_loss: 0.031195 | Time: 1130.49 ms
[2022-04-11 16:47:54 main:574] : INFO : Epoch 1919 | loss: 0.0311975 | val_loss: 0.0311957 | Time: 1132.13 ms
[2022-04-11 16:47:55 main:574] : INFO : Epoch 1920 | loss: 0.0311979 | val_loss: 0.031195 | Time: 1128.79 ms
[2022-04-11 16:47:56 main:574] : INFO : Epoch 1921 | loss: 0.031198 | val_loss: 0.0311948 | Time: 1124.77 ms
[2022-04-11 16:47:57 main:574] : INFO : Epoch 1922 | loss: 0.0311974 | val_loss: 0.0311966 | Time: 1127.49 ms
[2022-04-11 16:47:58 main:574] : INFO : Epoch 1923 | loss: 0.0311989 | val_loss: 0.0311976 | Time: 1140.08 ms
[2022-04-11 16:48:00 main:574] : INFO : Epoch 1924 | loss: 0.031198 | val_loss: 0.0311968 | Time: 1137.47 ms
[2022-04-11 16:48:01 main:574] : INFO : Epoch 1925 | loss: 0.0311997 | val_loss: 0.0311995 | Time: 1127.67 ms
[2022-04-11 16:48:02 main:574] : INFO : Epoch 1926 | loss: 0.0311994 | val_loss: 0.031196 | Time: 1140.92 ms
[2022-04-11 16:48:03 main:574] : INFO : Epoch 1927 | loss: 0.0311985 | val_loss: 0.0311958 | Time: 1130.48 ms
[2022-04-11 16:48:04 main:574] : INFO : Epoch 1928 | loss: 0.031201 | val_loss: 0.0312102 | Time: 1131.67 ms
[2022-04-11 16:48:05 main:574] : INFO : Epoch 1929 | loss: 0.0312004 | val_loss: 0.0311954 | Time: 1123.6 ms
[2022-04-11 16:48:06 main:574] : INFO : Epoch 1930 | loss: 0.0311967 | val_loss: 0.031196 | Time: 1139.94 ms
[2022-04-11 16:48:08 main:574] : INFO : Epoch 1931 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 1125.65 ms
[2022-04-11 16:48:09 main:574] : INFO : Epoch 1932 | loss: 0.031197 | val_loss: 0.0311952 | Time: 1127.3 ms
[2022-04-11 16:48:10 main:574] : INFO : Epoch 1933 | loss: 0.0311982 | val_loss: 0.0311956 | Time: 1133.21 ms
[2022-04-11 16:48:11 main:574] : INFO : Epoch 1934 | loss: 0.0311982 | val_loss: 0.0311957 | Time: 1126.85 ms
[2022-04-11 16:48:12 main:574] : INFO : Epoch 1935 | loss: 0.0311974 | val_loss: 0.0311944 | Time: 1125.92 ms
[2022-04-11 16:48:13 main:574] : INFO : Epoch 1936 | loss: 0.0311974 | val_loss: 0.0311956 | Time: 1122.83 ms
[2022-04-11 16:48:14 main:574] : INFO : Epoch 1937 | loss: 0.0311978 | val_loss: 0.0311941 | Time: 1131.1 ms
[2022-04-11 16:48:15 main:574] : INFO : Epoch 1938 | loss: 0.0311971 | val_loss: 0.0311948 | Time: 1127.51 ms
[2022-04-11 16:48:17 main:574] : INFO : Epoch 1939 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 1132.05 ms
[2022-04-11 16:48:18 main:574] : INFO : Epoch 1940 | loss: 0.0311981 | val_loss: 0.0311947 | Time: 1141.33 ms
[2022-04-11 16:48:19 main:574] : INFO : Epoch 1941 | loss: 0.0311985 | val_loss: 0.0311972 | Time: 1134.36 ms
[2022-04-11 16:48:20 main:574] : INFO : Epoch 1942 | loss: 0.0311977 | val_loss: 0.0311951 | Time: 1138.79 ms
[2022-04-11 16:48:21 main:574] : INFO : Epoch 1943 | loss: 0.0311966 | val_loss: 0.0311954 | Time: 1126.18 ms
[2022-04-11 16:48:22 main:574] : INFO : Epoch 1944 | loss: 0.0311974 | val_loss: 0.031195 | Time: 1131.5 ms
[2022-04-11 16:48:23 main:574] : INFO : Epoch 1945 | loss: 0.0311978 | val_loss: 0.0311944 | Time: 1134.97 ms
[2022-04-11 16:48:25 main:574] : INFO : Epoch 1946 | loss: 0.0311974 | val_loss: 0.0311952 | Time: 1133.06 ms
[2022-04-11 16:48:26 main:574] : INFO : Epoch 1947 | loss: 0.0311978 | val_loss: 0.0311941 | Time: 1134.82 ms
[2022-04-11 16:48:27 main:574] : INFO : Epoch 1948 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 1135.72 ms
[2022-04-11 16:48:28 main:574] : INFO : Epoch 1949 | loss: 0.0311993 | val_loss: 0.0311957 | Time: 1137.84 ms
[2022-04-11 16:48:29 main:574] : INFO : Epoch 1950 | loss: 0.0311969 | val_loss: 0.0311943 | Time: 1131.2 ms
[2022-04-11 16:48:30 main:574] : INFO : Epoch 1951 | loss: 0.0311958 | val_loss: 0.0311942 | Time: 1133.77 ms
[2022-04-11 16:48:31 main:574] : INFO : Epoch 1952 | loss: 0.0311961 | val_loss: 0.0311949 | Time: 1128.45 ms
[2022-04-11 16:48:32 main:574] : INFO : Epoch 1953 | loss: 0.0311969 | val_loss: 0.0311953 | Time: 1133.32 ms
[2022-04-11 16:48:34 main:574] : INFO : Epoch 1954 | loss: 0.0311968 | val_loss: 0.0311957 | Time: 1133.75 ms
[2022-04-11 16:48:35 main:574] : INFO : Epoch 1955 | loss: 0.031201 | val_loss: 0.0312 | Time: 1122.43 ms
[2022-04-11 16:48:36 main:574] : INFO : Epoch 1956 | loss: 0.0311989 | val_loss: 0.0311942 | Time: 1131.43 ms
[2022-04-11 16:48:37 main:574] : INFO : Epoch 1957 | loss: 0.0311972 | val_loss: 0.0311941 | Time: 1139.43 ms
[2022-04-11 16:48:38 main:574] : INFO : Epoch 1958 | loss: 0.0311962 | val_loss: 0.0311948 | Time: 1133.36 ms
[2022-04-11 16:48:39 main:574] : INFO : Epoch 1959 | loss: 0.031196 | val_loss: 0.0311937 | Time: 1129.1 ms
[2022-04-11 16:48:40 main:574] : INFO : Epoch 1960 | loss: 0.0311961 | val_loss: 0.031194 | Time: 1133.78 ms
[2022-04-11 16:48:42 main:574] : INFO : Epoch 1961 | loss: 0.031196 | val_loss: 0.0311949 | Time: 1133.56 ms
[2022-04-11 16:48:43 main:574] : INFO : Epoch 1962 | loss: 0.0311963 | val_loss: 0.0311969 | Time: 1124.96 ms
[2022-04-11 16:48:44 main:574] : INFO : Epoch 1963 | loss: 0.0311973 | val_loss: 0.0311941 | Time: 1136.91 ms
[2022-04-11 16:48:45 main:574] : INFO : Epoch 1964 | loss: 0.031197 | val_loss: 0.0311949 | Time: 1131.36 ms
[2022-04-11 16:48:46 main:574] : INFO : Epoch 1965 | loss: 0.031198 | val_loss: 0.0311982 | Time: 1134.18 ms
[2022-04-11 16:48:47 main:574] : INFO : Epoch 1966 | loss: 0.0311971 | val_loss: 0.0311957 | Time: 1135.2 ms
[2022-04-11 16:48:48 main:574] : INFO : Epoch 1967 | loss: 0.031197 | val_loss: 0.0311982 | Time: 1131.49 ms
[2022-04-11 16:48:49 main:574] : INFO : Epoch 1968 | loss: 0.031196 | val_loss: 0.0311953 | Time: 1125 ms
[2022-04-11 16:48:51 main:574] : INFO : Epoch 1969 | loss: 0.031196 | val_loss: 0.0311952 | Time: 1121.8 ms
[2022-04-11 16:48:52 main:574] : INFO : Epoch 1970 | loss: 0.0311967 | val_loss: 0.0311943 | Time: 1131.33 ms
[2022-04-11 16:48:53 main:574] : INFO : Epoch 1971 | loss: 0.0312021 | val_loss: 0.0312024 | Time: 1127.23 ms
[2022-04-11 16:48:54 main:574] : INFO : Epoch 1972 | loss: 0.0312003 | val_loss: 0.0311948 | Time: 1136.44 ms
[2022-04-11 16:48:55 main:574] : INFO : Epoch 1973 | loss: 0.0311979 | val_loss: 0.0311951 | Time: 1131.21 ms
[2022-04-11 16:48:56 main:574] : INFO : Epoch 1974 | loss: 0.0311975 | val_loss: 0.0311939 | Time: 1130.37 ms
[2022-04-11 16:48:57 main:574] : INFO : Epoch 1975 | loss: 0.0311989 | val_loss: 0.0311944 | Time: 1136.93 ms
[2022-04-11 16:48:59 main:574] : INFO : Epoch 1976 | loss: 0.0311968 | val_loss: 0.0311939 | Time: 1126.76 ms
[2022-04-11 16:49:00 main:574] : INFO : Epoch 1977 | loss: 0.0311951 | val_loss: 0.0311943 | Time: 1138.75 ms
[2022-04-11 16:49:01 main:574] : INFO : Epoch 1978 | loss: 0.0311955 | val_loss: 0.031196 | Time: 1126.32 ms
[2022-04-11 16:49:02 main:574] : INFO : Epoch 1979 | loss: 0.0311953 | val_loss: 0.0311939 | Time: 1131.01 ms
[2022-04-11 16:49:03 main:574] : INFO : Epoch 1980 | loss: 0.0311953 | val_loss: 0.0311945 | Time: 1129.69 ms
[2022-04-11 16:49:04 main:574] : INFO : Epoch 1981 | loss: 0.0311954 | val_loss: 0.0311939 | Time: 1138.4 ms
[2022-04-11 16:49:05 main:574] : INFO : Epoch 1982 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 1122.25 ms
[2022-04-11 16:49:06 main:574] : INFO : Epoch 1983 | loss: 0.031195 | val_loss: 0.0311945 | Time: 1126.53 ms
[2022-04-11 16:49:08 main:574] : INFO : Epoch 1984 | loss: 0.0311972 | val_loss: 0.0311984 | Time: 1135.66 ms
[2022-04-11 16:49:09 main:574] : INFO : Epoch 1985 | loss: 0.0311953 | val_loss: 0.0311937 | Time: 1131.88 ms
[2022-04-11 16:49:10 main:574] : INFO : Epoch 1986 | loss: 0.031195 | val_loss: 0.0311948 | Time: 1134.9 ms
[2022-04-11 16:49:11 main:574] : INFO : Epoch 1987 | loss: 0.0311969 | val_loss: 0.0311941 | Time: 1134.94 ms
[2022-04-11 16:49:12 main:574] : INFO : Epoch 1988 | loss: 0.0311964 | val_loss: 0.0311955 | Time: 1137.21 ms
[2022-04-11 16:49:13 main:574] : INFO : Epoch 1989 | loss: 0.0311957 | val_loss: 0.0311945 | Time: 1119.1 ms
[2022-04-11 16:49:14 main:574] : INFO : Epoch 1990 | loss: 0.0311969 | val_loss: 0.0311935 | Time: 1131.87 ms
[2022-04-11 16:49:16 main:574] : INFO : Epoch 1991 | loss: 0.0311957 | val_loss: 0.031194 | Time: 1130.66 ms
[2022-04-11 16:49:17 main:574] : INFO : Epoch 1992 | loss: 0.0311961 | val_loss: 0.0311961 | Time: 1145.81 ms
[2022-04-11 16:49:18 main:574] : INFO : Epoch 1993 | loss: 0.0311958 | val_loss: 0.0311947 | Time: 1134.99 ms
[2022-04-11 16:49:19 main:574] : INFO : Epoch 1994 | loss: 0.0311964 | val_loss: 0.0311969 | Time: 1122.95 ms
[2022-04-11 16:49:20 main:574] : INFO : Epoch 1995 | loss: 0.0311954 | val_loss: 0.0311959 | Time: 1131.24 ms
[2022-04-11 16:49:21 main:574] : INFO : Epoch 1996 | loss: 0.0311943 | val_loss: 0.031194 | Time: 1133.36 ms
[2022-04-11 16:49:22 main:574] : INFO : Epoch 1997 | loss: 0.0311955 | val_loss: 0.0311941 | Time: 1133.21 ms
[2022-04-11 16:49:23 main:574] : INFO : Epoch 1998 | loss: 0.0311946 | val_loss: 0.0311936 | Time: 1131.47 ms
[2022-04-11 16:49:25 main:574] : INFO : Epoch 1999 | loss: 0.0311942 | val_loss: 0.0311937 | Time: 1139.48 ms
[2022-04-11 16:49:26 main:574] : INFO : Epoch 2000 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 1130.16 ms
[2022-04-11 16:49:27 main:574] : INFO : Epoch 2001 | loss: 0.0311934 | val_loss: 0.0311935 | Time: 1125.39 ms
[2022-04-11 16:49:28 main:574] : INFO : Epoch 2002 | loss: 0.0311935 | val_loss: 0.0311939 | Time: 1133.66 ms
[2022-04-11 16:49:29 main:574] : INFO : Epoch 2003 | loss: 0.031194 | val_loss: 0.0311948 | Time: 1131.01 ms
[2022-04-11 16:49:30 main:574] : INFO : Epoch 2004 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 1131.12 ms
[2022-04-11 16:49:31 main:574] : INFO : Epoch 2005 | loss: 0.031194 | val_loss: 0.0311984 | Time: 1141.49 ms
[2022-04-11 16:49:33 main:574] : INFO : Epoch 2006 | loss: 0.0311956 | val_loss: 0.0311942 | Time: 1128.28 ms
[2022-04-11 16:49:34 main:574] : INFO : Epoch 2007 | loss: 0.0311935 | val_loss: 0.0311934 | Time: 1126.41 ms
[2022-04-11 16:49:35 main:574] : INFO : Epoch 2008 | loss: 0.0311936 | val_loss: 0.0311939 | Time: 1132.28 ms
[2022-04-11 16:49:36 main:574] : INFO : Epoch 2009 | loss: 0.0311972 | val_loss: 0.0311955 | Time: 1128.01 ms
[2022-04-11 16:49:37 main:574] : INFO : Epoch 2010 | loss: 0.0311993 | val_loss: 0.0311931 | Time: 1132.08 ms
[2022-04-11 16:49:38 main:574] : INFO : Epoch 2011 | loss: 0.0311944 | val_loss: 0.0311944 | Time: 1129.58 ms
[2022-04-11 16:49:39 main:574] : INFO : Epoch 2012 | loss: 0.0311945 | val_loss: 0.0311932 | Time: 1133.54 ms
[2022-04-11 16:49:41 main:574] : INFO : Epoch 2013 | loss: 0.0311951 | val_loss: 0.0311944 | Time: 1136.38 ms
[2022-04-11 16:49:42 main:574] : INFO : Epoch 2014 | loss: 0.0311938 | val_loss: 0.0311929 | Time: 1127.44 ms
[2022-04-11 16:49:43 main:574] : INFO : Epoch 2015 | loss: 0.0311932 | val_loss: 0.0311939 | Time: 1129.91 ms
[2022-04-11 16:49:44 main:574] : INFO : Epoch 2016 | loss: 0.0311948 | val_loss: 0.0312012 | Time: 1133.1 ms
[2022-04-11 16:49:45 main:574] : INFO : Epoch 2017 | loss: 0.0311961 | val_loss: 0.0311968 | Time: 1133.8 ms
[2022-04-11 16:49:46 main:574] : INFO : Epoch 2018 | loss: 0.0311948 | val_loss: 0.0311965 | Time: 1124.12 ms
[2022-04-11 16:49:47 main:574] : INFO : Epoch 2019 | loss: 0.0311957 | val_loss: 0.0311987 | Time: 1131.14 ms
[2022-04-11 16:49:48 main:574] : INFO : Epoch 2020 | loss: 0.0311965 | val_loss: 0.0311938 | Time: 1132.09 ms
[2022-04-11 16:49:50 main:574] : INFO : Epoch 2021 | loss: 0.0311951 | val_loss: 0.0311932 | Time: 1127.68 ms
[2022-04-11 16:49:51 main:574] : INFO : Epoch 2022 | loss: 0.0311947 | val_loss: 0.0311937 | Time: 1122.24 ms
[2022-04-11 16:49:52 main:574] : INFO : Epoch 2023 | loss: 0.0311928 | val_loss: 0.0311937 | Time: 1127.18 ms
[2022-04-11 16:49:53 main:574] : INFO : Epoch 2024 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 1130.3 ms
[2022-04-11 16:49:54 main:574] : INFO : Epoch 2025 | loss: 0.0311927 | val_loss: 0.0311939 | Time: 1124.04 ms
[2022-04-11 16:49:55 main:574] : INFO : Epoch 2026 | loss: 0.0311927 | val_loss: 0.0311947 | Time: 1128.85 ms
[2022-04-11 16:49:56 main:574] : INFO : Epoch 2027 | loss: 0.0311937 | val_loss: 0.0311928 | Time: 1129.35 ms
[2022-04-11 16:49:57 main:574] : INFO : Epoch 2028 | loss: 0.0311926 | val_loss: 0.0311945 | Time: 1124.92 ms
[2022-04-11 16:49:59 main:574] : INFO : Epoch 2029 | loss: 0.0311931 | val_loss: 0.0311959 | Time: 1128.17 ms
[2022-04-11 16:50:00 main:574] : INFO : Epoch 2030 | loss: 0.0311951 | val_loss: 0.0311965 | Time: 1143.74 ms
[2022-04-11 16:50:01 main:574] : INFO : Epoch 2031 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 1128.59 ms
[2022-04-11 16:50:02 main:574] : INFO : Epoch 2032 | loss: 0.0311929 | val_loss: 0.031193 | Time: 1129.53 ms
[2022-04-11 16:50:03 main:574] : INFO : Epoch 2033 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 1130.51 ms
[2022-04-11 16:50:04 main:574] : INFO : Epoch 2034 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 1135.5 ms
[2022-04-11 16:50:05 main:574] : INFO : Epoch 2035 | loss: 0.031194 | val_loss: 0.0311926 | Time: 1132.61 ms
[2022-04-11 16:50:07 main:574] : INFO : Epoch 2036 | loss: 0.0311937 | val_loss: 0.0311934 | Time: 1131.64 ms
[2022-04-11 16:50:08 main:574] : INFO : Epoch 2037 | loss: 0.0311974 | val_loss: 0.0311935 | Time: 1124.09 ms
[2022-04-11 16:50:09 main:574] : INFO : Epoch 2038 | loss: 0.0311939 | val_loss: 0.0311924 | Time: 1126.54 ms
[2022-04-11 16:50:10 main:574] : INFO : Epoch 2039 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 1133.3 ms
[2022-04-11 16:50:11 main:574] : INFO : Epoch 2040 | loss: 0.0311917 | val_loss: 0.0311969 | Time: 1127.87 ms
[2022-04-11 16:50:12 main:574] : INFO : Epoch 2041 | loss: 0.0311924 | val_loss: 0.0311923 | Time: 1132.71 ms
[2022-04-11 16:50:13 main:574] : INFO : Epoch 2042 | loss: 0.0311926 | val_loss: 0.0311936 | Time: 1130.52 ms
[2022-04-11 16:50:14 main:574] : INFO : Epoch 2043 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 1133.95 ms
[2022-04-11 16:50:16 main:574] : INFO : Epoch 2044 | loss: 0.031192 | val_loss: 0.0311928 | Time: 1130.2 ms
[2022-04-11 16:50:17 main:574] : INFO : Epoch 2045 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 1140.41 ms
[2022-04-11 16:50:18 main:574] : INFO : Epoch 2046 | loss: 0.0311915 | val_loss: 0.0311921 | Time: 1130.37 ms
[2022-04-11 16:50:19 main:574] : INFO : Epoch 2047 | loss: 0.0311911 | val_loss: 0.031192 | Time: 1131.53 ms
[2022-04-11 16:50:20 main:574] : INFO : Epoch 2048 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 1137.25 ms
[2022-04-11 16:50:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311916
[2022-04-11 16:50:20 main:603] : INFO : Saving end state to config to file
[2022-04-11 16:50:20 main:608] : INFO : Success, exiting..
16:50:20 (5856): 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)