Task 13042201
| Name | ParityModified-1647043466-23824-1-0_0 |
| Workunit | 10169855 |
| Created | 13 Mar 2022, 9:31:37 UTC |
| Sent | 21 Mar 2022, 0:19:16 UTC |
| Report deadline | 29 Mar 2022, 0:19:16 UTC |
| Received | 21 Mar 2022, 6:24:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 4 sec |
| CPU time | 2 hours 53 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 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: 0.0312059 | val_loss: 0.0312059 | Time: 5327.08 ms
[2022-03-21 06:38:25 main:574] : INFO : Epoch 1543 | loss: 0.0312058 | val_loss: 0.031206 | Time: 5320.09 ms
[2022-03-21 06:38:31 main:574] : INFO : Epoch 1544 | loss: 0.0312061 | val_loss: 0.0312063 | Time: 5319.2 ms
[2022-03-21 06:38:36 main:574] : INFO : Epoch 1545 | loss: 0.0312067 | val_loss: 0.031207 | Time: 5319.1 ms
[2022-03-21 06:38:41 main:574] : INFO : Epoch 1546 | loss: 0.0312072 | val_loss: 0.0312064 | Time: 5328.02 ms
[2022-03-21 06:38:47 main:574] : INFO : Epoch 1547 | loss: 0.0312069 | val_loss: 0.0312108 | Time: 5325.38 ms
[2022-03-21 06:38:52 main:574] : INFO : Epoch 1548 | loss: 0.0312071 | val_loss: 0.0312063 | Time: 5318.62 ms
[2022-03-21 06:38:57 main:574] : INFO : Epoch 1549 | loss: 0.0312068 | val_loss: 0.0312065 | Time: 5322.95 ms
[2022-03-21 06:39:02 main:574] : INFO : Epoch 1550 | loss: 0.0312055 | val_loss: 0.0312066 | Time: 5318.4 ms
[2022-03-21 06:39:08 main:574] : INFO : Epoch 1551 | loss: 0.0312067 | val_loss: 0.0312069 | Time: 5316.57 ms
[2022-03-21 06:39:13 main:574] : INFO : Epoch 1552 | loss: 0.0312069 | val_loss: 0.0312103 | Time: 5319.44 ms
[2022-03-21 06:39:18 main:574] : INFO : Epoch 1553 | loss: 0.0312062 | val_loss: 0.0312059 | Time: 5345.1 ms
[2022-03-21 06:39:24 main:574] : INFO : Epoch 1554 | loss: 0.0312055 | val_loss: 0.0312059 | Time: 5320.59 ms
[2022-03-21 06:39:29 main:574] : INFO : Epoch 1555 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 5319.85 ms
[2022-03-21 06:39:34 main:574] : INFO : Epoch 1556 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 5321.58 ms
[2022-03-21 06:39:40 main:574] : INFO : Epoch 1557 | loss: 0.0312058 | val_loss: 0.0312065 | Time: 5320.5 ms
[2022-03-21 06:39:45 main:574] : INFO : Epoch 1558 | loss: 0.0312066 | val_loss: 0.0312076 | Time: 5320.1 ms
[2022-03-21 06:39:50 main:574] : INFO : Epoch 1559 | loss: 0.031206 | val_loss: 0.0312057 | Time: 5321.04 ms
[2022-03-21 06:39:56 main:574] : INFO : Epoch 1560 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 5330.49 ms
[2022-03-21 06:40:01 main:574] : INFO : Epoch 1561 | loss: 0.0312058 | val_loss: 0.0312058 | Time: 5324.61 ms
[2022-03-21 06:40:06 main:574] : INFO : Epoch 1562 | loss: 0.0312057 | val_loss: 0.0312122 | Time: 5321.86 ms
[2022-03-21 06:40:12 main:574] : INFO : Epoch 1563 | loss: 0.0312083 | val_loss: 0.0312092 | Time: 5323.05 ms
[2022-03-21 06:40:17 main:574] : INFO : Epoch 1564 | loss: 0.0312071 | val_loss: 0.0312076 | Time: 5324.11 ms
[2022-03-21 06:40:22 main:574] : INFO : Epoch 1565 | loss: 0.0312064 | val_loss: 0.0312079 | Time: 5326.87 ms
[2022-03-21 06:40:28 main:574] : INFO : Epoch 1566 | loss: 0.0312061 | val_loss: 0.0312061 | Time: 5320.53 ms
[2022-03-21 06:40:33 main:574] : INFO : Epoch 1567 | loss: 0.0312055 | val_loss: 0.0312065 | Time: 5323.45 ms
[2022-03-21 06:40:38 main:574] : INFO : Epoch 1568 | loss: 0.0312061 | val_loss: 0.0312085 | Time: 5323.54 ms
[2022-03-21 06:40:44 main:574] : INFO : Epoch 1569 | loss: 0.0312073 | val_loss: 0.0312059 | Time: 5319.23 ms
[2022-03-21 06:40:49 main:574] : INFO : Epoch 1570 | loss: 0.031206 | val_loss: 0.0312058 | Time: 5317.68 ms
[2022-03-21 06:40:54 main:574] : INFO : Epoch 1571 | loss: 0.0312066 | val_loss: 0.0312098 | Time: 5322.22 ms
[2022-03-21 06:41:00 main:574] : INFO : Epoch 1572 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 5318.82 ms
[2022-03-21 06:41:05 main:574] : INFO : Epoch 1573 | loss: 0.0312057 | val_loss: 0.0312076 | Time: 5337.63 ms
[2022-03-21 06:41:10 main:574] : INFO : Epoch 1574 | loss: 0.031206 | val_loss: 0.0312064 | Time: 5321.67 ms
[2022-03-21 06:41:16 main:574] : INFO : Epoch 1575 | loss: 0.031208 | val_loss: 0.0312074 | Time: 5323.62 ms
[2022-03-21 06:41:21 main:574] : INFO : Epoch 1576 | loss: 0.0312077 | val_loss: 0.0312078 | Time: 5320.93 ms
[2022-03-21 06:41:26 main:574] : INFO : Epoch 1577 | loss: 0.0312078 | val_loss: 0.0312146 | Time: 5319.95 ms
[2022-03-21 06:41:32 main:574] : INFO : Epoch 1578 | loss: 0.0312091 | val_loss: 0.03121 | Time: 5324.83 ms
[2022-03-21 06:41:37 main:574] : INFO : Epoch 1579 | loss: 0.0312059 | val_loss: 0.031206 | Time: 5325.19 ms
[2022-03-21 06:41:42 main:574] : INFO : Epoch 1580 | loss: 0.0312056 | val_loss: 0.0312059 | Time: 5324.52 ms
[2022-03-21 06:41:48 main:574] : INFO : Epoch 1581 | loss: 0.0312062 | val_loss: 0.0312075 | Time: 5331.84 ms
[2022-03-21 06:41:53 main:574] : INFO : Epoch 1582 | loss: 0.0312074 | val_loss: 0.0312063 | Time: 5318.62 ms
[2022-03-21 06:41:58 main:574] : INFO : Epoch 1583 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 5319.87 ms
[2022-03-21 06:42:04 main:574] : INFO : Epoch 1584 | loss: 0.0312058 | val_loss: 0.0312077 | Time: 5317.99 ms
[2022-03-21 06:42:09 main:574] : INFO : Epoch 1585 | loss: 0.0312061 | val_loss: 0.0312059 | Time: 5320.7 ms
[2022-03-21 06:42:14 main:574] : INFO : Epoch 1586 | loss: 0.0312063 | val_loss: 0.0312079 | Time: 5323.52 ms
[2022-03-21 06:42:20 main:574] : INFO : Epoch 1587 | loss: 0.0312063 | val_loss: 0.0312074 | Time: 5321.55 ms
[2022-03-21 06:42:25 main:574] : INFO : Epoch 1588 | loss: 0.0312062 | val_loss: 0.0312064 | Time: 5323.74 ms
[2022-03-21 06:42:30 main:574] : INFO : Epoch 1589 | loss: 0.0312056 | val_loss: 0.031206 | Time: 5322.89 ms
[2022-03-21 06:42:36 main:574] : INFO : Epoch 1590 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 5319.55 ms
[2022-03-21 06:42:41 main:574] : INFO : Epoch 1591 | loss: 0.0312057 | val_loss: 0.0312062 | Time: 5317.32 ms
[2022-03-21 06:42:46 main:574] : INFO : Epoch 1592 | loss: 0.0312054 | val_loss: 0.0312058 | Time: 5318.11 ms
[2022-03-21 06:42:52 main:574] : INFO : Epoch 1593 | loss: 0.031206 | val_loss: 0.0312066 | Time: 5312.92 ms
[2022-03-21 06:42:57 main:574] : INFO : Epoch 1594 | loss: 0.0312056 | val_loss: 0.0312057 | Time: 5321.16 ms
[2022-03-21 06:43:02 main:574] : INFO : Epoch 1595 | loss: 0.0312055 | val_loss: 0.0312058 | Time: 5326.59 ms
[2022-03-21 06:43:08 main:574] : INFO : Epoch 1596 | loss: 0.0312054 | val_loss: 0.0312058 | Time: 5320.75 ms
[2022-03-21 06:43:13 main:574] : INFO : Epoch 1597 | loss: 0.031206 | val_loss: 0.0312058 | Time: 5319.35 ms
[2022-03-21 06:43:18 main:574] : INFO : Epoch 1598 | loss: 0.0312064 | val_loss: 0.031207 | Time: 5319.99 ms
[2022-03-21 06:43:24 main:574] : INFO : Epoch 1599 | loss: 0.0312086 | val_loss: 0.0312172 | Time: 5321.59 ms
[2022-03-21 06:43:29 main:574] : INFO : Epoch 1600 | loss: 0.0312092 | val_loss: 0.0312071 | Time: 5315.91 ms
[2022-03-21 06:43:34 main:574] : INFO : Epoch 1601 | loss: 0.0312057 | val_loss: 0.0312071 | Time: 5318.42 ms
[2022-03-21 06:43:39 main:574] : INFO : Epoch 1602 | loss: 0.0312081 | val_loss: 0.03121 | Time: 5325.03 ms
[2022-03-21 06:43:45 main:574] : INFO : Epoch 1603 | loss: 0.0312079 | val_loss: 0.0312066 | Time: 5326.97 ms
[2022-03-21 06:43:50 main:574] : INFO : Epoch 1604 | loss: 0.0312081 | val_loss: 0.0312089 | Time: 5323.1 ms
[2022-03-21 06:43:55 main:574] : INFO : Epoch 1605 | loss: 0.0312088 | val_loss: 0.031206 | Time: 5319.58 ms
[2022-03-21 06:44:01 main:574] : INFO : Epoch 1606 | loss: 0.0312066 | val_loss: 0.0312073 | Time: 5309.79 ms
[2022-03-21 06:44:06 main:574] : INFO : Epoch 1607 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 5325.69 ms
[2022-03-21 06:44:11 main:574] : INFO : Epoch 1608 | loss: 0.0312063 | val_loss: 0.0312064 | Time: 5326.64 ms
[2022-03-21 06:44:17 main:574] : INFO : Epoch 1609 | loss: 0.0312058 | val_loss: 0.031207 | Time: 5323.87 ms
[2022-03-21 06:44:22 main:574] : INFO : Epoch 1610 | loss: 0.0312058 | val_loss: 0.0312073 | Time: 5322.13 ms
[2022-03-21 06:44:27 main:574] : INFO : Epoch 1611 | loss: 0.0312057 | val_loss: 0.0312058 | Time: 5317.51 ms
[2022-03-21 06:44:33 main:574] : INFO : Epoch 1612 | loss: 0.0312054 | val_loss: 0.031207 | Time: 5312.17 ms
[2022-03-21 06:44:38 main:574] : INFO : Epoch 1613 | loss: 0.031206 | val_loss: 0.0312065 | Time: 5338.28 ms
[2022-03-21 06:44:43 main:574] : INFO : Epoch 1614 | loss: 0.0312069 | val_loss: 0.0312068 | Time: 5326.12 ms
[2022-03-21 06:44:49 main:574] : INFO : Epoch 1615 | loss: 0.0312064 | val_loss: 0.0312063 | Time: 5322.35 ms
[2022-03-21 06:44:54 main:574] : INFO : Epoch 1616 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 5323.82 ms
[2022-03-21 06:44:59 main:574] : INFO : Epoch 1617 | loss: 0.0312076 | val_loss: 0.0312118 | Time: 5324.34 ms
[2022-03-21 06:45:05 main:574] : INFO : Epoch 1618 | loss: 0.0312079 | val_loss: 0.0312072 | Time: 5326.56 ms
[2022-03-21 06:45:10 main:574] : INFO : Epoch 1619 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 5317.13 ms
[2022-03-21 06:45:15 main:574] : INFO : Epoch 1620 | loss: 0.0312058 | val_loss: 0.0312071 | Time: 5318.95 ms
[2022-03-21 06:45:21 main:574] : INFO : Epoch 1621 | loss: 0.0312071 | val_loss: 0.0312065 | Time: 5345.01 ms
[2022-03-21 06:45:26 main:574] : INFO : Epoch 1622 | loss: 0.0312073 | val_loss: 0.031209 | Time: 5325.35 ms
[2022-03-21 06:45:31 main:574] : INFO : Epoch 1623 | loss: 0.0312069 | val_loss: 0.0312066 | Time: 5325.2 ms
[2022-03-21 06:45:37 main:574] : INFO : Epoch 1624 | loss: 0.0312062 | val_loss: 0.031206 | Time: 5322.01 ms
[2022-03-21 06:45:42 main:574] : INFO : Epoch 1625 | loss: 0.031206 | val_loss: 0.0312065 | Time: 5337.79 ms
[2022-03-21 06:45:47 main:574] : INFO : Epoch 1626 | loss: 0.0312068 | val_loss: 0.0312072 | Time: 5325.86 ms
[2022-03-21 06:45:53 main:574] : INFO : Epoch 1627 | loss: 0.031207 | val_loss: 0.0312095 | Time: 5320.5 ms
[2022-03-21 06:45:58 main:574] : INFO : Epoch 1628 | loss: 0.0312057 | val_loss: 0.031207 | Time: 5322.7 ms
[2022-03-21 06:46:03 main:574] : INFO : Epoch 1629 | loss: 0.0312065 | val_loss: 0.0312059 | Time: 5326.54 ms
[2022-03-21 06:46:09 main:574] : INFO : Epoch 1630 | loss: 0.0312066 | val_loss: 0.0312107 | Time: 5338.12 ms
[2022-03-21 06:46:14 main:574] : INFO : Epoch 1631 | loss: 0.0312078 | val_loss: 0.0312073 | Time: 5327.23 ms
[2022-03-21 06:46:19 main:574] : INFO : Epoch 1632 | loss: 0.0312065 | val_loss: 0.031206 | Time: 5319.09 ms
[2022-03-21 06:46:25 main:574] : INFO : Epoch 1633 | loss: 0.0312058 | val_loss: 0.0312059 | Time: 5320.53 ms
[2022-03-21 06:46:30 main:574] : INFO : Epoch 1634 | loss: 0.0312065 | val_loss: 0.0312068 | Time: 5315.72 ms
[2022-03-21 06:46:35 main:574] : INFO : Epoch 1635 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 5316.83 ms
[2022-03-21 06:46:41 main:574] : INFO : Epoch 1636 | loss: 0.0312058 | val_loss: 0.031207 | Time: 5323.94 ms
[2022-03-21 06:46:46 main:574] : INFO : Epoch 1637 | loss: 0.0312058 | val_loss: 0.0312092 | Time: 5325.82 ms
[2022-03-21 06:46:51 main:574] : INFO : Epoch 1638 | loss: 0.0312078 | val_loss: 0.0312099 | Time: 5317.29 ms
[2022-03-21 06:46:57 main:574] : INFO : Epoch 1639 | loss: 0.0312083 | val_loss: 0.0312061 | Time: 5323.66 ms
[2022-03-21 06:47:02 main:574] : INFO : Epoch 1640 | loss: 0.0312068 | val_loss: 0.0312067 | Time: 5317.45 ms
[2022-03-21 06:47:07 main:574] : INFO : Epoch 1641 | loss: 0.0312057 | val_loss: 0.0312061 | Time: 5317.91 ms
[2022-03-21 06:47:13 main:574] : INFO : Epoch 1642 | loss: 0.0312075 | val_loss: 0.031209 | Time: 5326.01 ms
[2022-03-21 06:47:18 main:574] : INFO : Epoch 1643 | loss: 0.031208 | val_loss: 0.0312077 | Time: 5322.66 ms
[2022-03-21 06:47:23 main:574] : INFO : Epoch 1644 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 5329.48 ms
[2022-03-21 06:47:29 main:574] : INFO : Epoch 1645 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 5323.68 ms
[2022-03-21 06:47:34 main:574] : INFO : Epoch 1646 | loss: 0.0312075 | val_loss: 0.0312065 | Time: 5317.77 ms
[2022-03-21 06:47:39 main:574] : INFO : Epoch 1647 | loss: 0.0312067 | val_loss: 0.0312074 | Time: 5319.8 ms
[2022-03-21 06:47:45 main:574] : INFO : Epoch 1648 | loss: 0.0312067 | val_loss: 0.0312062 | Time: 5321.49 ms
[2022-03-21 06:47:50 main:574] : INFO : Epoch 1649 | loss: 0.0312069 | val_loss: 0.031207 | Time: 5322.97 ms
[2022-03-21 06:47:55 main:574] : INFO : Epoch 1650 | loss: 0.0312065 | val_loss: 0.0312059 | Time: 5324.48 ms
[2022-03-21 06:48:01 main:574] : INFO : Epoch 1651 | loss: 0.0312064 | val_loss: 0.0312064 | Time: 5328.73 ms
[2022-03-21 06:48:06 main:574] : INFO : Epoch 1652 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 5331.27 ms
[2022-03-21 06:48:11 main:574] : INFO : Epoch 1653 | loss: 0.0312058 | val_loss: 0.031206 | Time: 5323.23 ms
[2022-03-21 06:48:17 main:574] : INFO : Epoch 1654 | loss: 0.031206 | val_loss: 0.0312112 | Time: 5320.25 ms
[2022-03-21 06:48:22 main:574] : INFO : Epoch 1655 | loss: 0.0312063 | val_loss: 0.0312063 | Time: 5326.26 ms
[2022-03-21 06:48:27 main:574] : INFO : Epoch 1656 | loss: 0.0312054 | val_loss: 0.031206 | Time: 5323.74 ms
[2022-03-21 06:48:33 main:574] : INFO : Epoch 1657 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 5323.41 ms
[2022-03-21 06:48:38 main:574] : INFO : Epoch 1658 | loss: 0.031207 | val_loss: 0.031206 | Time: 5327.92 ms
[2022-03-21 06:48:43 main:574] : INFO : Epoch 1659 | loss: 0.0312061 | val_loss: 0.0312059 | Time: 5321.8 ms
[2022-03-21 06:48:49 main:574] : INFO : Epoch 1660 | loss: 0.0312062 | val_loss: 0.0312117 | Time: 5320.38 ms
[2022-03-21 06:48:54 main:574] : INFO : Epoch 1661 | loss: 0.0312073 | val_loss: 0.0312075 | Time: 5321.69 ms
[2022-03-21 06:48:59 main:574] : INFO : Epoch 1662 | loss: 0.0312068 | val_loss: 0.0312063 | Time: 5315.96 ms
[2022-03-21 06:49:04 main:574] : INFO : Epoch 1663 | loss: 0.031206 | val_loss: 0.031207 | Time: 5322.75 ms
[2022-03-21 06:49:10 main:574] : INFO : Epoch 1664 | loss: 0.0312059 | val_loss: 0.0312059 | Time: 5318.62 ms
[2022-03-21 06:49:15 main:574] : INFO : Epoch 1665 | loss: 0.0312056 | val_loss: 0.0312058 | Time: 5326.81 ms
[2022-03-21 06:49:20 main:574] : INFO : Epoch 1666 | loss: 0.0312056 | val_loss: 0.0312059 | Time: 5330.59 ms
[2022-03-21 06:49:26 main:574] : INFO : Epoch 1667 | loss: 0.0312057 | val_loss: 0.0312065 | Time: 5323.63 ms
[2022-03-21 06:49:31 main:574] : INFO : Epoch 1668 | loss: 0.0312073 | val_loss: 0.0312062 | Time: 5319.38 ms
[2022-03-21 06:49:36 main:574] : INFO : Epoch 1669 | loss: 0.0312065 | val_loss: 0.0312063 | Time: 5317.26 ms
[2022-03-21 06:49:42 main:574] : INFO : Epoch 1670 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 5323.56 ms
[2022-03-21 06:49:47 main:574] : INFO : Epoch 1671 | loss: 0.0312064 | val_loss: 0.031206 | Time: 5320.62 ms
[2022-03-21 06:49:52 main:574] : INFO : Epoch 1672 | loss: 0.0312055 | val_loss: 0.0312059 | Time: 5320.7 ms
[2022-03-21 06:49:58 main:574] : INFO : Epoch 1673 | loss: 0.031206 | val_loss: 0.0312066 | Time: 5322.82 ms
[2022-03-21 06:50:03 main:574] : INFO : Epoch 1674 | loss: 0.0312059 | val_loss: 0.0312068 | Time: 5317.63 ms
[2022-03-21 06:50:08 main:574] : INFO : Epoch 1675 | loss: 0.0312066 | val_loss: 0.0312068 | Time: 5320.64 ms
[2022-03-21 06:50:14 main:574] : INFO : Epoch 1676 | loss: 0.0312062 | val_loss: 0.0312082 | Time: 5320.15 ms
[2022-03-21 06:50:19 main:574] : INFO : Epoch 1677 | loss: 0.0312059 | val_loss: 0.0312059 | Time: 5319.56 ms
[2022-03-21 06:50:24 main:574] : INFO : Epoch 1678 | loss: 0.031208 | val_loss: 0.0312103 | Time: 5322.84 ms
[2022-03-21 06:50:30 main:574] : INFO : Epoch 1679 | loss: 0.0312067 | val_loss: 0.0312059 | Time: 5326.58 ms
[2022-03-21 06:50:35 main:574] : INFO : Epoch 1680 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 5311.33 ms
[2022-03-21 06:50:40 main:574] : INFO : Epoch 1681 | loss: 0.0312064 | val_loss: 0.0312108 | Time: 5320 ms
[2022-03-21 06:50:46 main:574] : INFO : Epoch 1682 | loss: 0.0312078 | val_loss: 0.0312078 | Time: 5315.93 ms
[2022-03-21 06:50:51 main:574] : INFO : Epoch 1683 | loss: 0.0312066 | val_loss: 0.031206 | Time: 5320.37 ms
[2022-03-21 06:50:56 main:574] : INFO : Epoch 1684 | loss: 0.0312072 | val_loss: 0.0312063 | Time: 5319.96 ms
[2022-03-21 06:51:02 main:574] : INFO : Epoch 1685 | loss: 0.0312071 | val_loss: 0.0312074 | Time: 5323.06 ms
[2022-03-21 06:51:07 main:574] : INFO : Epoch 1686 | loss: 0.0312062 | val_loss: 0.0312058 | Time: 5323.91 ms
[2022-03-21 06:51:12 main:574] : INFO : Epoch 1687 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 5323.93 ms
[2022-03-21 06:51:18 main:574] : INFO : Epoch 1688 | loss: 0.0312061 | val_loss: 0.0312086 | Time: 5319.03 ms
[2022-03-21 06:51:23 main:574] : INFO : Epoch 1689 | loss: 0.0312087 | val_loss: 0.0312097 | Time: 5326.08 ms
[2022-03-21 06:51:28 main:574] : INFO : Epoch 1690 | loss: 0.0312064 | val_loss: 0.0312063 | Time: 5317.24 ms
[2022-03-21 06:51:34 main:574] : INFO : Epoch 1691 | loss: 0.0312063 | val_loss: 0.0312063 | Time: 5323.52 ms
[2022-03-21 06:51:39 main:574] : INFO : Epoch 1692 | loss: 0.0312057 | val_loss: 0.0312078 | Time: 5317.11 ms
[2022-03-21 06:51:44 main:574] : INFO : Epoch 1693 | loss: 0.0312077 | val_loss: 0.0312074 | Time: 5325.74 ms
[2022-03-21 06:51:50 main:574] : INFO : Epoch 1694 | loss: 0.0312061 | val_loss: 0.0312068 | Time: 5305.88 ms
[2022-03-21 06:51:55 main:574] : INFO : Epoch 1695 | loss: 0.0312056 | val_loss: 0.0312064 | Time: 5320.75 ms
[2022-03-21 06:52:00 main:574] : INFO : Epoch 1696 | loss: 0.0312059 | val_loss: 0.0312059 | Time: 5326.38 ms
[2022-03-21 06:52:06 main:574] : INFO : Epoch 1697 | loss: 0.0312054 | val_loss: 0.031206 | Time: 5323.15 ms
[2022-03-21 06:52:11 main:574] : INFO : Epoch 1698 | loss: 0.0312054 | val_loss: 0.0312057 | Time: 5322.74 ms
[2022-03-21 06:52:16 main:574] : INFO : Epoch 1699 | loss: 0.031206 | val_loss: 0.0312064 | Time: 5318.04 ms
[2022-03-21 06:52:22 main:574] : INFO : Epoch 1700 | loss: 0.0312059 | val_loss: 0.0312084 | Time: 5324.73 ms
[2022-03-21 06:52:27 main:574] : INFO : Epoch 1701 | loss: 0.0312055 | val_loss: 0.0312069 | Time: 5322.91 ms
[2022-03-21 06:52:32 main:574] : INFO : Epoch 1702 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 5321.48 ms
[2022-03-21 06:52:38 main:574] : INFO : Epoch 1703 | loss: 0.0312062 | val_loss: 0.0312082 | Time: 5323.93 ms
[2022-03-21 06:52:43 main:574] : INFO : Epoch 1704 | loss: 0.0312072 | val_loss: 0.0312063 | Time: 5320.54 ms
[2022-03-21 06:52:48 main:574] : INFO : Epoch 1705 | loss: 0.0312082 | val_loss: 0.0312088 | Time: 5322.67 ms
[2022-03-21 06:52:54 main:574] : INFO : Epoch 1706 | loss: 0.0312066 | val_loss: 0.0312066 | Time: 5321.27 ms
[2022-03-21 06:52:59 main:574] : INFO : Epoch 1707 | loss: 0.0312058 | val_loss: 0.0312094 | Time: 5321.95 ms
[2022-03-21 06:53:04 main:574] : INFO : Epoch 1708 | loss: 0.0312063 | val_loss: 0.0312063 | Time: 5328.45 ms
[2022-03-21 06:53:10 main:574] : INFO : Epoch 1709 | loss: 0.0312068 | val_loss: 0.0312063 | Time: 5315 ms
[2022-03-21 06:53:15 main:574] : INFO : Epoch 1710 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 5326.87 ms
[2022-03-21 06:53:20 main:574] : INFO : Epoch 1711 | loss: 0.0312064 | val_loss: 0.0312079 | Time: 5321.09 ms
[2022-03-21 06:53:25 main:574] : INFO : Epoch 1712 | loss: 0.0312074 | val_loss: 0.0312131 | Time: 5315.57 ms
[2022-03-21 06:53:31 main:574] : INFO : Epoch 1713 | loss: 0.0312063 | val_loss: 0.0312063 | Time: 5319.89 ms
[2022-03-21 06:53:36 main:574] : INFO : Epoch 1714 | loss: 0.0312061 | val_loss: 0.0312058 | Time: 5317.8 ms
[2022-03-21 06:53:41 main:574] : INFO : Epoch 1715 | loss: 0.0312059 | val_loss: 0.0312071 | Time: 5323.17 ms
[2022-03-21 06:53:47 main:574] : INFO : Epoch 1716 | loss: 0.0312056 | val_loss: 0.0312061 | Time: 5324.09 ms
[2022-03-21 06:53:52 main:574] : INFO : Epoch 1717 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 5325.37 ms
[2022-03-21 06:53:57 main:574] : INFO : Epoch 1718 | loss: 0.0312058 | val_loss: 0.0312058 | Time: 5326.49 ms
[2022-03-21 06:54:03 main:574] : INFO : Epoch 1719 | loss: 0.0312071 | val_loss: 0.0312144 | Time: 5319.67 ms
[2022-03-21 06:54:08 main:574] : INFO : Epoch 1720 | loss: 0.0312093 | val_loss: 0.031208 | Time: 5321.54 ms
[2022-03-21 06:54:13 main:574] : INFO : Epoch 1721 | loss: 0.0312078 | val_loss: 0.0312091 | Time: 5324.52 ms
[2022-03-21 06:54:19 main:574] : INFO : Epoch 1722 | loss: 0.0312069 | val_loss: 0.0312063 | Time: 5317.32 ms
[2022-03-21 06:54:24 main:574] : INFO : Epoch 1723 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 5315.5 ms
[2022-03-21 06:54:29 main:574] : INFO : Epoch 1724 | loss: 0.0312062 | val_loss: 0.0312079 | Time: 5324.16 ms
[2022-03-21 06:54:35 main:574] : INFO : Epoch 1725 | loss: 0.0312077 | val_loss: 0.0312061 | Time: 5320.63 ms
[2022-03-21 06:54:40 main:574] : INFO : Epoch 1726 | loss: 0.0312084 | val_loss: 0.0312082 | Time: 5313.34 ms
[2022-03-21 06:54:45 main:574] : INFO : Epoch 1727 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 5329.18 ms
[2022-03-21 06:54:51 main:574] : INFO : Epoch 1728 | loss: 0.0312057 | val_loss: 0.0312069 | Time: 5327.01 ms
[2022-03-21 06:54:56 main:574] : INFO : Epoch 1729 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 5323.59 ms
[2022-03-21 06:55:01 main:574] : INFO : Epoch 1730 | loss: 0.0312067 | val_loss: 0.031207 | Time: 5318.67 ms
[2022-03-21 06:55:07 main:574] : INFO : Epoch 1731 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 5321.72 ms
[2022-03-21 06:55:12 main:574] : INFO : Epoch 1732 | loss: 0.0312059 | val_loss: 0.0312058 | Time: 5335.71 ms
[2022-03-21 06:55:17 main:574] : INFO : Epoch 1733 | loss: 0.031207 | val_loss: 0.0312079 | Time: 5320.46 ms
[2022-03-21 06:55:23 main:574] : INFO : Epoch 1734 | loss: 0.0312077 | val_loss: 0.031206 | Time: 5321.8 ms
[2022-03-21 06:55:28 main:574] : INFO : Epoch 1735 | loss: 0.031206 | val_loss: 0.031207 | Time: 5323.77 ms
[2022-03-21 06:55:33 main:574] : INFO : Epoch 1736 | loss: 0.0312065 | val_loss: 0.0312063 | Time: 5336.6 ms
[2022-03-21 06:55:39 main:574] : INFO : Epoch 1737 | loss: 0.0312059 | val_loss: 0.0312065 | Time: 5316.03 ms
[2022-03-21 06:55:44 main:574] : INFO : Epoch 1738 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 5314.15 ms
[2022-03-21 06:55:49 main:574] : INFO : Epoch 1739 | loss: 0.0312091 | val_loss: 0.0312064 | Time: 5326.36 ms
[2022-03-21 06:55:55 main:574] : INFO : Epoch 1740 | loss: 0.0312064 | val_loss: 0.0312085 | Time: 5324.97 ms
[2022-03-21 06:56:00 main:574] : INFO : Epoch 1741 | loss: 0.031206 | val_loss: 0.0312058 | Time: 5321.97 ms
[2022-03-21 06:56:05 main:574] : INFO : Epoch 1742 | loss: 0.0312056 | val_loss: 0.0312063 | Time: 5316.66 ms
[2022-03-21 06:56:11 main:574] : INFO : Epoch 1743 | loss: 0.0312074 | val_loss: 0.0312079 | Time: 5333.05 ms
[2022-03-21 06:56:16 main:574] : INFO : Epoch 1744 | loss: 0.0312079 | val_loss: 0.0312085 | Time: 5314.93 ms
[2022-03-21 06:56:21 main:574] : INFO : Epoch 1745 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 5321.23 ms
[2022-03-21 06:56:27 main:574] : INFO : Epoch 1746 | loss: 0.0312059 | val_loss: 0.0312069 | Time: 5319.51 ms
[2022-03-21 06:56:32 main:574] : INFO : Epoch 1747 | loss: 0.0312071 | val_loss: 0.031211 | Time: 5317.18 ms
[2022-03-21 06:56:37 main:574] : INFO : Epoch 1748 | loss: 0.031208 | val_loss: 0.0312085 | Time: 5323.47 ms
[2022-03-21 06:56:43 main:574] : INFO : Epoch 1749 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 5326.84 ms
[2022-03-21 06:56:48 main:574] : INFO : Epoch 1750 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 5325.31 ms
[2022-03-21 06:56:53 main:574] : INFO : Epoch 1751 | loss: 0.0312067 | val_loss: 0.0312082 | Time: 5318.47 ms
[2022-03-21 06:56:59 main:574] : INFO : Epoch 1752 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 5314.68 ms
[2022-03-21 06:57:04 main:574] : INFO : Epoch 1753 | loss: 0.0312067 | val_loss: 0.0312081 | Time: 5319.5 ms
[2022-03-21 06:57:09 main:574] : INFO : Epoch 1754 | loss: 0.0312061 | val_loss: 0.0312065 | Time: 5316.4 ms
[2022-03-21 06:57:15 main:574] : INFO : Epoch 1755 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 5321.34 ms
[2022-03-21 06:57:20 main:574] : INFO : Epoch 1756 | loss: 0.0312066 | val_loss: 0.031209 | Time: 5332.3 ms
[2022-03-21 06:57:25 main:574] : INFO : Epoch 1757 | loss: 0.0312064 | val_loss: 0.0312062 | Time: 5322.94 ms
[2022-03-21 06:57:31 main:574] : INFO : Epoch 1758 | loss: 0.031206 | val_loss: 0.0312057 | Time: 5325.91 ms
[2022-03-21 06:57:36 main:574] : INFO : Epoch 1759 | loss: 0.0312054 | val_loss: 0.0312059 | Time: 5317.9 ms
[2022-03-21 06:57:41 main:574] : INFO : Epoch 1760 | loss: 0.0312054 | val_loss: 0.0312082 | Time: 5319.29 ms
[2022-03-21 06:57:46 main:574] : INFO : Epoch 1761 | loss: 0.031206 | val_loss: 0.0312086 | Time: 5324.43 ms
[2022-03-21 06:57:52 main:574] : INFO : Epoch 1762 | loss: 0.0312069 | val_loss: 0.0312085 | Time: 5318.75 ms
[2022-03-21 06:57:57 main:574] : INFO : Epoch 1763 | loss: 0.0312066 | val_loss: 0.0312058 | Time: 5327.94 ms
[2022-03-21 06:58:02 main:574] : INFO : Epoch 1764 | loss: 0.0312053 | val_loss: 0.0312057 | Time: 5325.01 ms
[2022-03-21 06:58:08 main:574] : INFO : Epoch 1765 | loss: 0.0312055 | val_loss: 0.0312058 | Time: 5322.79 ms
[2022-03-21 06:58:13 main:574] : INFO : Epoch 1766 | loss: 0.0312062 | val_loss: 0.0312062 | Time: 5317.81 ms
[2022-03-21 06:58:18 main:574] : INFO : Epoch 1767 | loss: 0.0312064 | val_loss: 0.0312065 | Time: 5324.52 ms
[2022-03-21 06:58:24 main:574] : INFO : Epoch 1768 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 5320.93 ms
[2022-03-21 06:58:29 main:574] : INFO : Epoch 1769 | loss: 0.0312054 | val_loss: 0.0312073 | Time: 5319.25 ms
[2022-03-21 06:58:34 main:574] : INFO : Epoch 1770 | loss: 0.0312056 | val_loss: 0.0312062 | Time: 5321.03 ms
[2022-03-21 06:58:40 main:574] : INFO : Epoch 1771 | loss: 0.031206 | val_loss: 0.0312057 | Time: 5320.61 ms
[2022-03-21 06:58:45 main:574] : INFO : Epoch 1772 | loss: 0.0312062 | val_loss: 0.0312079 | Time: 5320.98 ms
[2022-03-21 06:58:50 main:574] : INFO : Epoch 1773 | loss: 0.0312064 | val_loss: 0.0312088 | Time: 5323.79 ms
[2022-03-21 06:58:56 main:574] : INFO : Epoch 1774 | loss: 0.031208 | val_loss: 0.0312064 | Time: 5323.59 ms
[2022-03-21 06:59:01 main:574] : INFO : Epoch 1775 | loss: 0.0312097 | val_loss: 0.0312065 | Time: 5329.13 ms
[2022-03-21 06:59:06 main:574] : INFO : Epoch 1776 | loss: 0.0312078 | val_loss: 0.031208 | Time: 5317.67 ms
[2022-03-21 06:59:12 main:574] : INFO : Epoch 1777 | loss: 0.0312075 | val_loss: 0.0312157 | Time: 5320.43 ms
[2022-03-21 06:59:17 main:574] : INFO : Epoch 1778 | loss: 0.0312082 | val_loss: 0.031209 | Time: 5321.18 ms
[2022-03-21 06:59:22 main:574] : INFO : Epoch 1779 | loss: 0.0312073 | val_loss: 0.0312085 | Time: 5316.18 ms
[2022-03-21 06:59:28 main:574] : INFO : Epoch 1780 | loss: 0.0312072 | val_loss: 0.0312073 | Time: 5324.82 ms
[2022-03-21 06:59:33 main:574] : INFO : Epoch 1781 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 5317.77 ms
[2022-03-21 06:59:38 main:574] : INFO : Epoch 1782 | loss: 0.0312067 | val_loss: 0.0312059 | Time: 5314.88 ms
[2022-03-21 06:59:44 main:574] : INFO : Epoch 1783 | loss: 0.0312059 | val_loss: 0.0312072 | Time: 5325.96 ms
[2022-03-21 06:59:49 main:574] : INFO : Epoch 1784 | loss: 0.0312058 | val_loss: 0.0312069 | Time: 5321.42 ms
[2022-03-21 06:59:54 main:574] : INFO : Epoch 1785 | loss: 0.0312054 | val_loss: 0.0312079 | Time: 5325.01 ms
[2022-03-21 07:00:00 main:574] : INFO : Epoch 1786 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 5325.17 ms
[2022-03-21 07:00:05 main:574] : INFO : Epoch 1787 | loss: 0.0312059 | val_loss: 0.0312057 | Time: 5316.07 ms
[2022-03-21 07:00:10 main:574] : INFO : Epoch 1788 | loss: 0.0312054 | val_loss: 0.0312059 | Time: 5316.61 ms
[2022-03-21 07:00:16 main:574] : INFO : Epoch 1789 | loss: 0.0312057 | val_loss: 0.0312068 | Time: 5317.69 ms
[2022-03-21 07:00:21 main:574] : INFO : Epoch 1790 | loss: 0.0312064 | val_loss: 0.0312058 | Time: 5314.54 ms
[2022-03-21 07:00:26 main:574] : INFO : Epoch 1791 | loss: 0.0312072 | val_loss: 0.0312074 | Time: 5330.68 ms
[2022-03-21 07:00:32 main:574] : INFO : Epoch 1792 | loss: 0.0312066 | val_loss: 0.0312066 | Time: 5324.62 ms
[2022-03-21 07:00:37 main:574] : INFO : Epoch 1793 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 5316.78 ms
[2022-03-21 07:00:42 main:574] : INFO : Epoch 1794 | loss: 0.0312056 | val_loss: 0.0312056 | Time: 5317.13 ms
[2022-03-21 07:00:48 main:574] : INFO : Epoch 1795 | loss: 0.0312054 | val_loss: 0.0312064 | Time: 5318.71 ms
[2022-03-21 07:00:53 main:574] : INFO : Epoch 1796 | loss: 0.0312061 | val_loss: 0.0312071 | Time: 5320.36 ms
[2022-03-21 07:00:58 main:574] : INFO : Epoch 1797 | loss: 0.0312081 | val_loss: 0.0312064 | Time: 5314.47 ms
[2022-03-21 07:01:04 main:574] : INFO : Epoch 1798 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 5323.74 ms
[2022-03-21 07:01:09 main:574] : INFO : Epoch 1799 | loss: 0.0312064 | val_loss: 0.031206 | Time: 5332.13 ms
[2022-03-21 07:01:14 main:574] : INFO : Epoch 1800 | loss: 0.0312057 | val_loss: 0.0312071 | Time: 5316.43 ms
[2022-03-21 07:01:20 main:574] : INFO : Epoch 1801 | loss: 0.0312058 | val_loss: 0.0312058 | Time: 5316.75 ms
[2022-03-21 07:01:25 main:574] : INFO : Epoch 1802 | loss: 0.0312055 | val_loss: 0.0312061 | Time: 5329.63 ms
[2022-03-21 07:01:30 main:574] : INFO : Epoch 1803 | loss: 0.0312062 | val_loss: 0.0312064 | Time: 5324.84 ms
[2022-03-21 07:01:36 main:574] : INFO : Epoch 1804 | loss: 0.0312057 | val_loss: 0.0312058 | Time: 5325.13 ms
[2022-03-21 07:01:41 main:574] : INFO : Epoch 1805 | loss: 0.0312068 | val_loss: 0.0312068 | Time: 5319.11 ms
[2022-03-21 07:01:46 main:574] : INFO : Epoch 1806 | loss: 0.0312059 | val_loss: 0.0312066 | Time: 5321.1 ms
[2022-03-21 07:01:51 main:574] : INFO : Epoch 1807 | loss: 0.031206 | val_loss: 0.0312062 | Time: 5320.06 ms
[2022-03-21 07:01:57 main:574] : INFO : Epoch 1808 | loss: 0.0312058 | val_loss: 0.0312066 | Time: 5312.58 ms
[2022-03-21 07:02:02 main:574] : INFO : Epoch 1809 | loss: 0.0312065 | val_loss: 0.0312059 | Time: 5321.11 ms
[2022-03-21 07:02:07 main:574] : INFO : Epoch 1810 | loss: 0.0312062 | val_loss: 0.0312058 | Time: 5323.25 ms
[2022-03-21 07:02:13 main:574] : INFO : Epoch 1811 | loss: 0.031206 | val_loss: 0.0312067 | Time: 5321.92 ms
[2022-03-21 07:02:18 main:574] : INFO : Epoch 1812 | loss: 0.031209 | val_loss: 0.0312114 | Time: 5324.85 ms
[2022-03-21 07:02:23 main:574] : INFO : Epoch 1813 | loss: 0.0312105 | val_loss: 0.0312072 | Time: 5316.63 ms
[2022-03-21 07:02:29 main:574] : INFO : Epoch 1814 | loss: 0.0312198 | val_loss: 0.0312125 | Time: 5326.61 ms
[2022-03-21 07:02:34 main:574] : INFO : Epoch 1815 | loss: 0.0315595 | val_loss: 0.0316425 | Time: 5321.25 ms
[2022-03-21 07:02:39 main:574] : INFO : Epoch 1816 | loss: 0.0325498 | val_loss: 0.0316964 | Time: 5319.55 ms
[2022-03-21 07:02:45 main:574] : INFO : Epoch 1817 | loss: 0.0313407 | val_loss: 0.0312531 | Time: 5316.18 ms
[2022-03-21 07:02:50 main:574] : INFO : Epoch 1818 | loss: 0.0312339 | val_loss: 0.0312146 | Time: 5329.64 ms
[2022-03-21 07:02:55 main:574] : INFO : Epoch 1819 | loss: 0.0312118 | val_loss: 0.0312093 | Time: 5328.16 ms
[2022-03-21 07:03:01 main:574] : INFO : Epoch 1820 | loss: 0.0312069 | val_loss: 0.0312068 | Time: 5323.84 ms
[2022-03-21 07:03:06 main:574] : INFO : Epoch 1821 | loss: 0.0312063 | val_loss: 0.0312085 | Time: 5323.97 ms
[2022-03-21 07:03:11 main:574] : INFO : Epoch 1822 | loss: 0.0312068 | val_loss: 0.0312094 | Time: 5319.04 ms
[2022-03-21 07:03:17 main:574] : INFO : Epoch 1823 | loss: 0.0312082 | val_loss: 0.0312086 | Time: 5320.93 ms
[2022-03-21 07:03:22 main:574] : INFO : Epoch 1824 | loss: 0.031207 | val_loss: 0.0312066 | Time: 5325.73 ms
[2022-03-21 07:03:27 main:574] : INFO : Epoch 1825 | loss: 0.031206 | val_loss: 0.0312059 | Time: 5323.11 ms
[2022-03-21 07:03:33 main:574] : INFO : Epoch 1826 | loss: 0.0312056 | val_loss: 0.0312069 | Time: 5331.44 ms
[2022-03-21 07:03:38 main:574] : INFO : Epoch 1827 | loss: 0.031207 | val_loss: 0.03121 | Time: 5320.27 ms
[2022-03-21 07:03:43 main:574] : INFO : Epoch 1828 | loss: 0.0312065 | val_loss: 0.0312075 | Time: 5316.41 ms
[2022-03-21 07:03:49 main:574] : INFO : Epoch 1829 | loss: 0.0312059 | val_loss: 0.031206 | Time: 5322.7 ms
[2022-03-21 07:03:54 main:574] : INFO : Epoch 1830 | loss: 0.0312057 | val_loss: 0.0312066 | Time: 5320.4 ms
[2022-03-21 07:03:59 main:574] : INFO : Epoch 1831 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 5323.8 ms
[2022-03-21 07:04:05 main:574] : INFO : Epoch 1832 | loss: 0.0312056 | val_loss: 0.0312059 | Time: 5316.98 ms
[2022-03-21 07:04:10 main:574] : INFO : Epoch 1833 | loss: 0.0312058 | val_loss: 0.0312059 | Time: 5323.36 ms
[2022-03-21 07:04:15 main:574] : INFO : Epoch 1834 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 5321.37 ms
[2022-03-21 07:04:21 main:574] : INFO : Epoch 1835 | loss: 0.0312065 | val_loss: 0.0312085 | Time: 5312.39 ms
[2022-03-21 07:04:26 main:574] : INFO : Epoch 1836 | loss: 0.0312075 | val_loss: 0.0312069 | Time: 5313.95 ms
[2022-03-21 07:04:31 main:574] : INFO : Epoch 1837 | loss: 0.031206 | val_loss: 0.0312069 | Time: 5319.81 ms
[2022-03-21 07:04:37 main:574] : INFO : Epoch 1838 | loss: 0.031206 | val_loss: 0.0312066 | Time: 5317.76 ms
[2022-03-21 07:04:42 main:574] : INFO : Epoch 1839 | loss: 0.0312069 | val_loss: 0.0312062 | Time: 5320.34 ms
[2022-03-21 07:04:47 main:574] : INFO : Epoch 1840 | loss: 0.0312064 | val_loss: 0.0312059 | Time: 5327.16 ms
[2022-03-21 07:04:53 main:574] : INFO : Epoch 1841 | loss: 0.0312067 | val_loss: 0.0312067 | Time: 5325.36 ms
[2022-03-21 07:04:58 main:574] : INFO : Epoch 1842 | loss: 0.0312062 | val_loss: 0.031208 | Time: 5317.93 ms
[2022-03-21 07:05:03 main:574] : INFO : Epoch 1843 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 5320.21 ms
[2022-03-21 07:05:09 main:574] : INFO : Epoch 1844 | loss: 0.0312064 | val_loss: 0.0312096 | Time: 5320.54 ms
[2022-03-21 07:05:14 main:574] : INFO : Epoch 1845 | loss: 0.0312067 | val_loss: 0.0312069 | Time: 5321.87 ms
[2022-03-21 07:05:19 main:574] : INFO : Epoch 1846 | loss: 0.0312065 | val_loss: 0.0312065 | Time: 5324.34 ms
[2022-03-21 07:05:25 main:574] : INFO : Epoch 1847 | loss: 0.0312063 | val_loss: 0.0312067 | Time: 5323.7 ms
[2022-03-21 07:05:30 main:574] : INFO : Epoch 1848 | loss: 0.0312062 | val_loss: 0.0312077 | Time: 5326.9 ms
[2022-03-21 07:05:35 main:574] : INFO : Epoch 1849 | loss: 0.0312058 | val_loss: 0.0312066 | Time: 5319.56 ms
[2022-03-21 07:05:41 main:574] : INFO : Epoch 1850 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 5321.17 ms
[2022-03-21 07:05:46 main:574] : INFO : Epoch 1851 | loss: 0.031206 | val_loss: 0.031206 | Time: 5322.53 ms
[2022-03-21 07:05:51 main:574] : INFO : Epoch 1852 | loss: 0.0312056 | val_loss: 0.0312076 | Time: 5320.14 ms
[2022-03-21 07:05:56 main:574] : INFO : Epoch 1853 | loss: 0.0312069 | val_loss: 0.0312072 | Time: 5318.91 ms
[2022-03-21 07:06:02 main:574] : INFO : Epoch 1854 | loss: 0.0312073 | val_loss: 0.0312073 | Time: 5328.11 ms
[2022-03-21 07:06:07 main:574] : INFO : Epoch 1855 | loss: 0.0312081 | val_loss: 0.0312076 | Time: 5322.32 ms
[2022-03-21 07:06:12 main:574] : INFO : Epoch 1856 | loss: 0.0312068 | val_loss: 0.0312088 | Time: 5323.34 ms
[2022-03-21 07:06:18 main:574] : INFO : Epoch 1857 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 5316.23 ms
[2022-03-21 07:06:23 main:574] : INFO : Epoch 1858 | loss: 0.0312064 | val_loss: 0.0312064 | Time: 5321.16 ms
[2022-03-21 07:06:28 main:574] : INFO : Epoch 1859 | loss: 0.0312065 | val_loss: 0.0312069 | Time: 5316.79 ms
[2022-03-21 07:06:34 main:574] : INFO : Epoch 1860 | loss: 0.0312066 | val_loss: 0.0312069 | Time: 5322.69 ms
[2022-03-21 07:06:39 main:574] : INFO : Epoch 1861 | loss: 0.0312068 | val_loss: 0.0312076 | Time: 5330.41 ms
[2022-03-21 07:06:44 main:574] : INFO : Epoch 1862 | loss: 0.0312061 | val_loss: 0.0312065 | Time: 5315.46 ms
[2022-03-21 07:06:50 main:574] : INFO : Epoch 1863 | loss: 0.031206 | val_loss: 0.031206 | Time: 5316.31 ms
[2022-03-21 07:06:55 main:574] : INFO : Epoch 1864 | loss: 0.0312056 | val_loss: 0.0312064 | Time: 5310.72 ms
[2022-03-21 07:07:00 main:574] : INFO : Epoch 1865 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 5322.06 ms
[2022-03-21 07:07:06 main:574] : INFO : Epoch 1866 | loss: 0.031206 | val_loss: 0.0312062 | Time: 5324.72 ms
[2022-03-21 07:07:11 main:574] : INFO : Epoch 1867 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 5318.73 ms
[2022-03-21 07:07:16 main:574] : INFO : Epoch 1868 | loss: 0.0312057 | val_loss: 0.031206 | Time: 5331.49 ms
[2022-03-21 07:07:22 main:574] : INFO : Epoch 1869 | loss: 0.0312061 | val_loss: 0.0312061 | Time: 5326.49 ms
[2022-03-21 07:07:27 main:574] : INFO : Epoch 1870 | loss: 0.031206 | val_loss: 0.0312108 | Time: 5321.13 ms
[2022-03-21 07:07:32 main:574] : INFO : Epoch 1871 | loss: 0.0312074 | val_loss: 0.0312075 | Time: 5318.5 ms
[2022-03-21 07:07:38 main:574] : INFO : Epoch 1872 | loss: 0.0312068 | val_loss: 0.0312083 | Time: 5324.33 ms
[2022-03-21 07:07:43 main:574] : INFO : Epoch 1873 | loss: 0.0312062 | val_loss: 0.0312066 | Time: 5315.25 ms
[2022-03-21 07:07:48 main:574] : INFO : Epoch 1874 | loss: 0.0312055 | val_loss: 0.0312058 | Time: 5324.03 ms
[2022-03-21 07:07:54 main:574] : INFO : Epoch 1875 | loss: 0.0312056 | val_loss: 0.0312078 | Time: 5325.06 ms
[2022-03-21 07:07:59 main:574] : INFO : Epoch 1876 | loss: 0.0312072 | val_loss: 0.0312075 | Time: 5322.57 ms
[2022-03-21 07:08:04 main:574] : INFO : Epoch 1877 | loss: 0.0312063 | val_loss: 0.0312062 | Time: 5320.77 ms
[2022-03-21 07:08:10 main:574] : INFO : Epoch 1878 | loss: 0.031206 | val_loss: 0.0312068 | Time: 5319.41 ms
[2022-03-21 07:08:15 main:574] : INFO : Epoch 1879 | loss: 0.0312059 | val_loss: 0.0312067 | Time: 5320.59 ms
[2022-03-21 07:08:20 main:574] : INFO : Epoch 1880 | loss: 0.0312059 | val_loss: 0.0312066 | Time: 5328.89 ms
[2022-03-21 07:08:26 main:574] : INFO : Epoch 1881 | loss: 0.0312062 | val_loss: 0.0312064 | Time: 5314.79 ms
[2022-03-21 07:08:31 main:574] : INFO : Epoch 1882 | loss: 0.0312066 | val_loss: 0.031207 | Time: 5320.67 ms
[2022-03-21 07:08:36 main:574] : INFO : Epoch 1883 | loss: 0.031206 | val_loss: 0.031206 | Time: 5325.66 ms
[2022-03-21 07:08:42 main:574] : INFO : Epoch 1884 | loss: 0.0312056 | val_loss: 0.0312069 | Time: 5313.32 ms
[2022-03-21 07:08:47 main:574] : INFO : Epoch 1885 | loss: 0.031206 | val_loss: 0.0312065 | Time: 5322.65 ms
[2022-03-21 07:08:52 main:574] : INFO : Epoch 1886 | loss: 0.0312057 | val_loss: 0.0312068 | Time: 5333.02 ms
[2022-03-21 07:08:58 main:574] : INFO : Epoch 1887 | loss: 0.0312067 | val_loss: 0.0312061 | Time: 5317.13 ms
[2022-03-21 07:09:03 main:574] : INFO : Epoch 1888 | loss: 0.0312064 | val_loss: 0.0312066 | Time: 5316.76 ms
[2022-03-21 07:09:08 main:574] : INFO : Epoch 1889 | loss: 0.0312065 | val_loss: 0.031207 | Time: 5318.67 ms
[2022-03-21 07:09:14 main:574] : INFO : Epoch 1890 | loss: 0.031207 | val_loss: 0.0312077 | Time: 5321.92 ms
[2022-03-21 07:09:19 main:574] : INFO : Epoch 1891 | loss: 0.0312077 | val_loss: 0.0312102 | Time: 5321.37 ms
[2022-03-21 07:09:24 main:574] : INFO : Epoch 1892 | loss: 0.0312073 | val_loss: 0.0312063 | Time: 5319.26 ms
[2022-03-21 07:09:30 main:574] : INFO : Epoch 1893 | loss: 0.0312064 | val_loss: 0.0312067 | Time: 5318.93 ms
[2022-03-21 07:09:35 main:574] : INFO : Epoch 1894 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 5319.79 ms
[2022-03-21 07:09:40 main:574] : INFO : Epoch 1895 | loss: 0.0312061 | val_loss: 0.0312074 | Time: 5323.61 ms
[2022-03-21 07:09:46 main:574] : INFO : Epoch 1896 | loss: 0.031206 | val_loss: 0.0312062 | Time: 5324.02 ms
[2022-03-21 07:09:51 main:574] : INFO : Epoch 1897 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 5322.04 ms
[2022-03-21 07:09:56 main:574] : INFO : Epoch 1898 | loss: 0.0312058 | val_loss: 0.0312072 | Time: 5327.27 ms
[2022-03-21 07:10:02 main:574] : INFO : Epoch 1899 | loss: 0.0312059 | val_loss: 0.0312067 | Time: 5320.87 ms
[2022-03-21 07:10:07 main:574] : INFO : Epoch 1900 | loss: 0.0312059 | val_loss: 0.0312073 | Time: 5320.49 ms
[2022-03-21 07:10:12 main:574] : INFO : Epoch 1901 | loss: 0.0312066 | val_loss: 0.0312083 | Time: 5316.28 ms
[2022-03-21 07:10:17 main:574] : INFO : Epoch 1902 | loss: 0.0312069 | val_loss: 0.0312057 | Time: 5324.68 ms
[2022-03-21 07:10:23 main:574] : INFO : Epoch 1903 | loss: 0.0312058 | val_loss: 0.0312079 | Time: 5320.53 ms
[2022-03-21 07:10:28 main:574] : INFO : Epoch 1904 | loss: 0.0312074 | val_loss: 0.0312098 | Time: 5316.15 ms
[2022-03-21 07:10:33 main:574] : INFO : Epoch 1905 | loss: 0.0312069 | val_loss: 0.0312077 | Time: 5315.1 ms
[2022-03-21 07:10:39 main:574] : INFO : Epoch 1906 | loss: 0.0312059 | val_loss: 0.0312062 | Time: 5322.28 ms
[2022-03-21 07:10:44 main:574] : INFO : Epoch 1907 | loss: 0.0312072 | val_loss: 0.031208 | Time: 5327.51 ms
[2022-03-21 07:10:49 main:574] : INFO : Epoch 1908 | loss: 0.0312076 | val_loss: 0.0312075 | Time: 5323.02 ms
[2022-03-21 07:10:55 main:574] : INFO : Epoch 1909 | loss: 0.0312065 | val_loss: 0.0312059 | Time: 5319.88 ms
[2022-03-21 07:11:00 main:574] : INFO : Epoch 1910 | loss: 0.0312059 | val_loss: 0.0312063 | Time: 5323.6 ms
[2022-03-21 07:11:05 main:574] : INFO : Epoch 1911 | loss: 0.0312062 | val_loss: 0.0312066 | Time: 5329.2 ms
[2022-03-21 07:11:11 main:574] : INFO : Epoch 1912 | loss: 0.0312066 | val_loss: 0.0312059 | Time: 5315.37 ms
[2022-03-21 07:11:16 main:574] : INFO : Epoch 1913 | loss: 0.0312059 | val_loss: 0.0312063 | Time: 5320.51 ms
[2022-03-21 07:11:21 main:574] : INFO : Epoch 1914 | loss: 0.0312056 | val_loss: 0.0312061 | Time: 5321.67 ms
[2022-03-21 07:11:27 main:574] : INFO : Epoch 1915 | loss: 0.0312069 | val_loss: 0.0312074 | Time: 5322.86 ms
[2022-03-21 07:11:32 main:574] : INFO : Epoch 1916 | loss: 0.0312088 | val_loss: 0.0312081 | Time: 5320.97 ms
[2022-03-21 07:11:37 main:574] : INFO : Epoch 1917 | loss: 0.0312082 | val_loss: 0.0312061 | Time: 5321.69 ms
[2022-03-21 07:11:43 main:574] : INFO : Epoch 1918 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 5319.1 ms
[2022-03-21 07:11:48 main:574] : INFO : Epoch 1919 | loss: 0.0312056 | val_loss: 0.0312063 | Time: 5328.3 ms
[2022-03-21 07:11:53 main:574] : INFO : Epoch 1920 | loss: 0.0312067 | val_loss: 0.031207 | Time: 5320.91 ms
[2022-03-21 07:11:59 main:574] : INFO : Epoch 1921 | loss: 0.0312072 | val_loss: 0.0312058 | Time: 5324.15 ms
[2022-03-21 07:12:04 main:574] : INFO : Epoch 1922 | loss: 0.0312059 | val_loss: 0.0312071 | Time: 5323.06 ms
[2022-03-21 07:12:09 main:574] : INFO : Epoch 1923 | loss: 0.0312064 | val_loss: 0.0312066 | Time: 5325.41 ms
[2022-03-21 07:12:15 main:574] : INFO : Epoch 1924 | loss: 0.031207 | val_loss: 0.0312064 | Time: 5323.24 ms
[2022-03-21 07:12:20 main:574] : INFO : Epoch 1925 | loss: 0.031206 | val_loss: 0.0312096 | Time: 5328.89 ms
[2022-03-21 07:12:25 main:574] : INFO : Epoch 1926 | loss: 0.0312068 | val_loss: 0.0312064 | Time: 5326.71 ms
[2022-03-21 07:12:31 main:574] : INFO : Epoch 1927 | loss: 0.0312064 | val_loss: 0.0312064 | Time: 5318.24 ms
[2022-03-21 07:12:36 main:574] : INFO : Epoch 1928 | loss: 0.0312063 | val_loss: 0.0312061 | Time: 5324.18 ms
[2022-03-21 07:12:41 main:574] : INFO : Epoch 1929 | loss: 0.0312058 | val_loss: 0.0312059 | Time: 5322.87 ms
[2022-03-21 07:12:47 main:574] : INFO : Epoch 1930 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 5324.11 ms
[2022-03-21 07:12:52 main:574] : INFO : Epoch 1931 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 5330.95 ms
[2022-03-21 07:12:57 main:574] : INFO : Epoch 1932 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 5324.44 ms
[2022-03-21 07:13:03 main:574] : INFO : Epoch 1933 | loss: 0.0312059 | val_loss: 0.031206 | Time: 5322.95 ms
[2022-03-21 07:13:08 main:574] : INFO : Epoch 1934 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 5322.9 ms
[2022-03-21 07:13:13 main:574] : INFO : Epoch 1935 | loss: 0.031206 | val_loss: 0.0312068 | Time: 5324.44 ms
[2022-03-21 07:13:19 main:574] : INFO : Epoch 1936 | loss: 0.0312063 | val_loss: 0.0312068 | Time: 5322.53 ms
[2022-03-21 07:13:24 main:574] : INFO : Epoch 1937 | loss: 0.0312068 | val_loss: 0.0312069 | Time: 5313.2 ms
[2022-03-21 07:13:29 main:574] : INFO : Epoch 1938 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 5329.05 ms
[2022-03-21 07:13:35 main:574] : INFO : Epoch 1939 | loss: 0.031206 | val_loss: 0.0312063 | Time: 5327.03 ms
[2022-03-21 07:13:40 main:574] : INFO : Epoch 1940 | loss: 0.0312056 | val_loss: 0.0312061 | Time: 5317.29 ms
[2022-03-21 07:13:45 main:574] : INFO : Epoch 1941 | loss: 0.031206 | val_loss: 0.0312066 | Time: 5319.01 ms
[2022-03-21 07:13:51 main:574] : INFO : Epoch 1942 | loss: 0.0312063 | val_loss: 0.0312062 | Time: 5323.01 ms
[2022-03-21 07:13:56 main:574] : INFO : Epoch 1943 | loss: 0.0312062 | val_loss: 0.0312103 | Time: 5326.51 ms
[2022-03-21 07:14:01 main:574] : INFO : Epoch 1944 | loss: 0.0312068 | val_loss: 0.0312066 | Time: 5312.55 ms
[2022-03-21 07:14:07 main:574] : INFO : Epoch 1945 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 5330.76 ms
[2022-03-21 07:14:12 main:574] : INFO : Epoch 1946 | loss: 0.0312073 | val_loss: 0.0312067 | Time: 5319.16 ms
[2022-03-21 07:14:17 main:574] : INFO : Epoch 1947 | loss: 0.0312067 | val_loss: 0.0312066 | Time: 5314.68 ms
[2022-03-21 07:14:23 main:574] : INFO : Epoch 1948 | loss: 0.0312061 | val_loss: 0.0312065 | Time: 5322.38 ms
[2022-03-21 07:14:28 main:574] : INFO : Epoch 1949 | loss: 0.0312063 | val_loss: 0.0312083 | Time: 5320.51 ms
[2022-03-21 07:14:33 main:574] : INFO : Epoch 1950 | loss: 0.031207 | val_loss: 0.0312065 | Time: 5308.43 ms
[2022-03-21 07:14:38 main:574] : INFO : Epoch 1951 | loss: 0.0312065 | val_loss: 0.0312064 | Time: 5319.26 ms
[2022-03-21 07:14:44 main:574] : INFO : Epoch 1952 | loss: 0.0312073 | val_loss: 0.0312062 | Time: 5327.41 ms
[2022-03-21 07:14:49 main:574] : INFO : Epoch 1953 | loss: 0.031206 | val_loss: 0.0312076 | Time: 5325.32 ms
[2022-03-21 07:14:54 main:574] : INFO : Epoch 1954 | loss: 0.0312061 | val_loss: 0.0312068 | Time: 5322.53 ms
[2022-03-21 07:15:00 main:574] : INFO : Epoch 1955 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 5324.37 ms
[2022-03-21 07:15:05 main:574] : INFO : Epoch 1956 | loss: 0.0312056 | val_loss: 0.0312062 | Time: 5330.35 ms
[2022-03-21 07:15:10 main:574] : INFO : Epoch 1957 | loss: 0.0312056 | val_loss: 0.0312063 | Time: 5316.97 ms
[2022-03-21 07:15:16 main:574] : INFO : Epoch 1958 | loss: 0.031206 | val_loss: 0.0312064 | Time: 5326.33 ms
[2022-03-21 07:15:21 main:574] : INFO : Epoch 1959 | loss: 0.0312062 | val_loss: 0.0312081 | Time: 5325.68 ms
[2022-03-21 07:15:26 main:574] : INFO : Epoch 1960 | loss: 0.0312067 | val_loss: 0.0312068 | Time: 5322.26 ms
[2022-03-21 07:15:32 main:574] : INFO : Epoch 1961 | loss: 0.0312056 | val_loss: 0.0312066 | Time: 5321.44 ms
[2022-03-21 07:15:37 main:574] : INFO : Epoch 1962 | loss: 0.0312056 | val_loss: 0.031206 | Time: 5316.39 ms
[2022-03-21 07:15:42 main:574] : INFO : Epoch 1963 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 5321.46 ms
[2022-03-21 07:15:48 main:574] : INFO : Epoch 1964 | loss: 0.0312061 | val_loss: 0.031206 | Time: 5323.37 ms
[2022-03-21 07:15:53 main:574] : INFO : Epoch 1965 | loss: 0.0312058 | val_loss: 0.031206 | Time: 5316.92 ms
[2022-03-21 07:15:58 main:574] : INFO : Epoch 1966 | loss: 0.031206 | val_loss: 0.0312059 | Time: 5329.95 ms
[2022-03-21 07:16:04 main:574] : INFO : Epoch 1967 | loss: 0.0312058 | val_loss: 0.0312058 | Time: 5324.76 ms
[2022-03-21 07:16:09 main:574] : INFO : Epoch 1968 | loss: 0.0312061 | val_loss: 0.0312062 | Time: 5318.17 ms
[2022-03-21 07:16:14 main:574] : INFO : Epoch 1969 | loss: 0.0312063 | val_loss: 0.0312068 | Time: 5315.67 ms
[2022-03-21 07:16:20 main:574] : INFO : Epoch 1970 | loss: 0.0312061 | val_loss: 0.0312092 | Time: 5322.24 ms
[2022-03-21 07:16:25 main:574] : INFO : Epoch 1971 | loss: 0.0312067 | val_loss: 0.0312115 | Time: 5315.06 ms
[2022-03-21 07:16:30 main:574] : INFO : Epoch 1972 | loss: 0.0312084 | val_loss: 0.0312088 | Time: 5354.63 ms
[2022-03-21 07:16:36 main:574] : INFO : Epoch 1973 | loss: 0.0312063 | val_loss: 0.0312071 | Time: 5420.58 ms
[2022-03-21 07:16:41 main:574] : INFO : Epoch 1974 | loss: 0.0312069 | val_loss: 0.0312082 | Time: 5315.71 ms
[2022-03-21 07:16:46 main:574] : INFO : Epoch 1975 | loss: 0.0312061 | val_loss: 0.0312063 | Time: 5320.97 ms
[2022-03-21 07:16:52 main:574] : INFO : Epoch 1976 | loss: 0.0312067 | val_loss: 0.0312078 | Time: 5325.24 ms
[2022-03-21 07:16:57 main:574] : INFO : Epoch 1977 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 5318.91 ms
[2022-03-21 07:17:02 main:574] : INFO : Epoch 1978 | loss: 0.0312061 | val_loss: 0.031206 | Time: 5317.73 ms
[2022-03-21 07:17:08 main:574] : INFO : Epoch 1979 | loss: 0.0312063 | val_loss: 0.0312074 | Time: 5318.62 ms
[2022-03-21 07:17:13 main:574] : INFO : Epoch 1980 | loss: 0.0312066 | val_loss: 0.0312062 | Time: 5333.35 ms
[2022-03-21 07:17:18 main:574] : INFO : Epoch 1981 | loss: 0.031207 | val_loss: 0.0312072 | Time: 5319.9 ms
[2022-03-21 07:17:24 main:574] : INFO : Epoch 1982 | loss: 0.0312067 | val_loss: 0.0312065 | Time: 5321.38 ms
[2022-03-21 07:17:29 main:574] : INFO : Epoch 1983 | loss: 0.0312059 | val_loss: 0.0312061 | Time: 5323.72 ms
[2022-03-21 07:17:34 main:574] : INFO : Epoch 1984 | loss: 0.031206 | val_loss: 0.0312067 | Time: 5323.91 ms
[2022-03-21 07:17:40 main:574] : INFO : Epoch 1985 | loss: 0.0312061 | val_loss: 0.0312063 | Time: 5318.15 ms
[2022-03-21 07:17:45 main:574] : INFO : Epoch 1986 | loss: 0.0312059 | val_loss: 0.0312067 | Time: 5317.69 ms
[2022-03-21 07:17:50 main:574] : INFO : Epoch 1987 | loss: 0.0312059 | val_loss: 0.031206 | Time: 5328.17 ms
[2022-03-21 07:17:56 main:574] : INFO : Epoch 1988 | loss: 0.0312059 | val_loss: 0.0312062 | Time: 5328.78 ms
[2022-03-21 07:18:01 main:574] : INFO : Epoch 1989 | loss: 0.031206 | val_loss: 0.0312063 | Time: 5320.9 ms
[2022-03-21 07:18:06 main:574] : INFO : Epoch 1990 | loss: 0.0312062 | val_loss: 0.0312066 | Time: 5323.05 ms
[2022-03-21 07:18:12 main:574] : INFO : Epoch 1991 | loss: 0.0312063 | val_loss: 0.0312075 | Time: 5317.15 ms
[2022-03-21 07:18:17 main:574] : INFO : Epoch 1992 | loss: 0.0312063 | val_loss: 0.0312064 | Time: 5326.26 ms
[2022-03-21 07:18:22 main:574] : INFO : Epoch 1993 | loss: 0.0312068 | val_loss: 0.0312066 | Time: 5321.6 ms
[2022-03-21 07:18:28 main:574] : INFO : Epoch 1994 | loss: 0.0312063 | val_loss: 0.0312069 | Time: 5327.21 ms
[2022-03-21 07:18:33 main:574] : INFO : Epoch 1995 | loss: 0.031206 | val_loss: 0.0312061 | Time: 5324.48 ms
[2022-03-21 07:18:38 main:574] : INFO : Epoch 1996 | loss: 0.0312061 | val_loss: 0.0312069 | Time: 5320.91 ms
[2022-03-21 07:18:44 main:574] : INFO : Epoch 1997 | loss: 0.031207 | val_loss: 0.0312082 | Time: 5319.41 ms
[2022-03-21 07:18:49 main:574] : INFO : Epoch 1998 | loss: 0.031208 | val_loss: 0.0312071 | Time: 5323.34 ms
[2022-03-21 07:18:54 main:574] : INFO : Epoch 1999 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 5320.41 ms
[2022-03-21 07:19:00 main:574] : INFO : Epoch 2000 | loss: 0.0312063 | val_loss: 0.0312069 | Time: 5323.77 ms
[2022-03-21 07:19:05 main:574] : INFO : Epoch 2001 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 5332.18 ms
[2022-03-21 07:19:10 main:574] : INFO : Epoch 2002 | loss: 0.0312068 | val_loss: 0.0312069 | Time: 5314.96 ms
[2022-03-21 07:19:16 main:574] : INFO : Epoch 2003 | loss: 0.0312062 | val_loss: 0.0312088 | Time: 5319.48 ms
[2022-03-21 07:19:21 main:574] : INFO : Epoch 2004 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 5321.99 ms
[2022-03-21 07:19:26 main:574] : INFO : Epoch 2005 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 5319.98 ms
[2022-03-21 07:19:32 main:574] : INFO : Epoch 2006 | loss: 0.0312061 | val_loss: 0.0312068 | Time: 5326.57 ms
[2022-03-21 07:19:37 main:574] : INFO : Epoch 2007 | loss: 0.0312058 | val_loss: 0.0312073 | Time: 5318.16 ms
[2022-03-21 07:19:42 main:574] : INFO : Epoch 2008 | loss: 0.0312068 | val_loss: 0.0312082 | Time: 5322.12 ms
[2022-03-21 07:19:48 main:574] : INFO : Epoch 2009 | loss: 0.0312069 | val_loss: 0.0312112 | Time: 5325.61 ms
[2022-03-21 07:19:53 main:574] : INFO : Epoch 2010 | loss: 0.0312072 | val_loss: 0.031206 | Time: 5325.1 ms
[2022-03-21 07:19:58 main:574] : INFO : Epoch 2011 | loss: 0.0312068 | val_loss: 0.0312061 | Time: 5324.29 ms
[2022-03-21 07:20:04 main:574] : INFO : Epoch 2012 | loss: 0.0312085 | val_loss: 0.0312104 | Time: 5321.53 ms
[2022-03-21 07:20:09 main:574] : INFO : Epoch 2013 | loss: 0.0312098 | val_loss: 0.0312077 | Time: 5326.32 ms
[2022-03-21 07:20:14 main:574] : INFO : Epoch 2014 | loss: 0.0312072 | val_loss: 0.0312067 | Time: 5318.79 ms
[2022-03-21 07:20:20 main:574] : INFO : Epoch 2015 | loss: 0.0312067 | val_loss: 0.03121 | Time: 5324.77 ms
[2022-03-21 07:20:25 main:574] : INFO : Epoch 2016 | loss: 0.0312078 | val_loss: 0.031206 | Time: 5321.49 ms
[2022-03-21 07:20:30 main:574] : INFO : Epoch 2017 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 5322.5 ms
[2022-03-21 07:20:36 main:574] : INFO : Epoch 2018 | loss: 0.0312072 | val_loss: 0.0312072 | Time: 5318.64 ms
[2022-03-21 07:20:41 main:574] : INFO : Epoch 2019 | loss: 0.0312069 | val_loss: 0.0312098 | Time: 5318.98 ms
[2022-03-21 07:20:46 main:574] : INFO : Epoch 2020 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 5313.62 ms
[2022-03-21 07:20:51 main:574] : INFO : Epoch 2021 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 5319.21 ms
[2022-03-21 07:20:57 main:574] : INFO : Epoch 2022 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 5321.01 ms
[2022-03-21 07:21:02 main:574] : INFO : Epoch 2023 | loss: 0.0312075 | val_loss: 0.0312097 | Time: 5322.86 ms
[2022-03-21 07:21:07 main:574] : INFO : Epoch 2024 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 5319.12 ms
[2022-03-21 07:21:13 main:574] : INFO : Epoch 2025 | loss: 0.0312079 | val_loss: 0.031207 | Time: 5318.71 ms
[2022-03-21 07:21:18 main:574] : INFO : Epoch 2026 | loss: 0.0312063 | val_loss: 0.0312064 | Time: 5328.78 ms
[2022-03-21 07:21:23 main:574] : INFO : Epoch 2027 | loss: 0.0312063 | val_loss: 0.0312063 | Time: 5325.69 ms
[2022-03-21 07:21:29 main:574] : INFO : Epoch 2028 | loss: 0.031206 | val_loss: 0.0312061 | Time: 5320.88 ms
[2022-03-21 07:21:34 main:574] : INFO : Epoch 2029 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 5322.64 ms
[2022-03-21 07:21:39 main:574] : INFO : Epoch 2030 | loss: 0.031206 | val_loss: 0.0312071 | Time: 5324.57 ms
[2022-03-21 07:21:45 main:574] : INFO : Epoch 2031 | loss: 0.0312075 | val_loss: 0.031206 | Time: 5327.23 ms
[2022-03-21 07:21:50 main:574] : INFO : Epoch 2032 | loss: 0.0312061 | val_loss: 0.0312085 | Time: 5324.31 ms
[2022-03-21 07:21:55 main:574] : INFO : Epoch 2033 | loss: 0.0312067 | val_loss: 0.0312105 | Time: 5302.61 ms
[2022-03-21 07:22:01 main:574] : INFO : Epoch 2034 | loss: 0.0312065 | val_loss: 0.0312064 | Time: 5321.04 ms
[2022-03-21 07:22:06 main:574] : INFO : Epoch 2035 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 5318.1 ms
[2022-03-21 07:22:11 main:574] : INFO : Epoch 2036 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 5324.49 ms
[2022-03-21 07:22:17 main:574] : INFO : Epoch 2037 | loss: 0.031207 | val_loss: 0.0312065 | Time: 5321.17 ms
[2022-03-21 07:22:22 main:574] : INFO : Epoch 2038 | loss: 0.0312063 | val_loss: 0.0312069 | Time: 5322.13 ms
[2022-03-21 07:22:27 main:574] : INFO : Epoch 2039 | loss: 0.0312061 | val_loss: 0.0312062 | Time: 5321.71 ms
[2022-03-21 07:22:33 main:574] : INFO : Epoch 2040 | loss: 0.0312057 | val_loss: 0.0312071 | Time: 5328.64 ms
[2022-03-21 07:22:38 main:574] : INFO : Epoch 2041 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 5313.61 ms
[2022-03-21 07:22:43 main:574] : INFO : Epoch 2042 | loss: 0.0312074 | val_loss: 0.0312066 | Time: 5323.85 ms
[2022-03-21 07:22:49 main:574] : INFO : Epoch 2043 | loss: 0.031206 | val_loss: 0.0312074 | Time: 5327.87 ms
[2022-03-21 07:22:54 main:574] : INFO : Epoch 2044 | loss: 0.0312077 | val_loss: 0.0312066 | Time: 5322.48 ms
[2022-03-21 07:22:59 main:574] : INFO : Epoch 2045 | loss: 0.0312066 | val_loss: 0.0312078 | Time: 5315.3 ms
[2022-03-21 07:23:05 main:574] : INFO : Epoch 2046 | loss: 0.031206 | val_loss: 0.0312062 | Time: 5326.1 ms
[2022-03-21 07:23:10 main:574] : INFO : Epoch 2047 | loss: 0.0312058 | val_loss: 0.031206 | Time: 5323.8 ms
[2022-03-21 07:23:15 main:574] : INFO : Epoch 2048 | loss: 0.0312061 | val_loss: 0.0312061 | Time: 5321.91 ms
[2022-03-21 07:23:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312061
[2022-03-21 07:23:15 main:603] : INFO : Saving end state to config to file
[2022-03-21 07:23:15 main:608] : INFO : Success, exiting..
07:23:15 (10296): 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)