Task 9553351
| Name | ParityModified-1636228433-26283-2-0_1 |
| Workunit | 6559828 |
| Created | 7 Dec 2021, 7:30:46 UTC |
| Sent | 7 Dec 2021, 8:12:41 UTC |
| Report deadline | 15 Dec 2021, 8:12:41 UTC |
| Received | 7 Dec 2021, 11:29:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5473 |
| Run time | 2 hours 50 min 48 sec |
| CPU time | 2 hours 37 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,571.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 3.16 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: 0.0310917 | val_loss: 0.0311613 | Time: 4797.16 ms
[2021-12-07 11:46:03 main:574] : INFO : Epoch 1543 | loss: 0.0310913 | val_loss: 0.0311596 | Time: 4931.71 ms
[2021-12-07 11:46:08 main:574] : INFO : Epoch 1544 | loss: 0.0310917 | val_loss: 0.0311605 | Time: 4983.77 ms
[2021-12-07 11:46:13 main:574] : INFO : Epoch 1545 | loss: 0.0310903 | val_loss: 0.031154 | Time: 5017.04 ms
[2021-12-07 11:46:18 main:574] : INFO : Epoch 1546 | loss: 0.0310905 | val_loss: 0.03115 | Time: 5046.2 ms
[2021-12-07 11:46:23 main:574] : INFO : Epoch 1547 | loss: 0.0310917 | val_loss: 0.0311631 | Time: 4842.03 ms
[2021-12-07 11:46:28 main:574] : INFO : Epoch 1548 | loss: 0.0310954 | val_loss: 0.0311614 | Time: 5060 ms
[2021-12-07 11:46:33 main:574] : INFO : Epoch 1549 | loss: 0.0311006 | val_loss: 0.0311548 | Time: 4801.82 ms
[2021-12-07 11:46:38 main:574] : INFO : Epoch 1550 | loss: 0.0310956 | val_loss: 0.0311489 | Time: 4812.65 ms
[2021-12-07 11:46:43 main:574] : INFO : Epoch 1551 | loss: 0.0311046 | val_loss: 0.0311513 | Time: 5104.86 ms
[2021-12-07 11:46:48 main:574] : INFO : Epoch 1552 | loss: 0.0311009 | val_loss: 0.0311642 | Time: 4808.6 ms
[2021-12-07 11:46:53 main:574] : INFO : Epoch 1553 | loss: 0.0311005 | val_loss: 0.0311566 | Time: 5221.72 ms
[2021-12-07 11:46:58 main:574] : INFO : Epoch 1554 | loss: 0.0311066 | val_loss: 0.0311509 | Time: 4930.98 ms
[2021-12-07 11:47:03 main:574] : INFO : Epoch 1555 | loss: 0.0311016 | val_loss: 0.0311611 | Time: 4884.76 ms
[2021-12-07 11:47:08 main:574] : INFO : Epoch 1556 | loss: 0.0311 | val_loss: 0.0311656 | Time: 5058.95 ms
[2021-12-07 11:47:13 main:574] : INFO : Epoch 1557 | loss: 0.0310998 | val_loss: 0.0311573 | Time: 5225.05 ms
[2021-12-07 11:47:18 main:574] : INFO : Epoch 1558 | loss: 0.0310996 | val_loss: 0.0311491 | Time: 4928.95 ms
[2021-12-07 11:47:23 main:574] : INFO : Epoch 1559 | loss: 0.0310955 | val_loss: 0.0311624 | Time: 5041.52 ms
[2021-12-07 11:47:28 main:574] : INFO : Epoch 1560 | loss: 0.0310948 | val_loss: 0.0311592 | Time: 5131.33 ms
[2021-12-07 11:47:33 main:574] : INFO : Epoch 1561 | loss: 0.0310964 | val_loss: 0.0311566 | Time: 4980.3 ms
[2021-12-07 11:47:38 main:574] : INFO : Epoch 1562 | loss: 0.0311 | val_loss: 0.0311516 | Time: 5066.35 ms
[2021-12-07 11:47:43 main:574] : INFO : Epoch 1563 | loss: 0.0310984 | val_loss: 0.031152 | Time: 5118.61 ms
[2021-12-07 11:47:48 main:574] : INFO : Epoch 1564 | loss: 0.031096 | val_loss: 0.0311611 | Time: 4840.27 ms
[2021-12-07 11:47:53 main:574] : INFO : Epoch 1565 | loss: 0.0310949 | val_loss: 0.031152 | Time: 4904.17 ms
[2021-12-07 11:47:58 main:574] : INFO : Epoch 1566 | loss: 0.0311031 | val_loss: 0.0311456 | Time: 5193.55 ms
[2021-12-07 11:48:03 main:574] : INFO : Epoch 1567 | loss: 0.0311071 | val_loss: 0.0311481 | Time: 4926.59 ms
[2021-12-07 11:48:08 main:574] : INFO : Epoch 1568 | loss: 0.0311079 | val_loss: 0.03115 | Time: 5193.29 ms
[2021-12-07 11:48:14 main:574] : INFO : Epoch 1569 | loss: 0.0311017 | val_loss: 0.0311586 | Time: 5240.36 ms
[2021-12-07 11:48:19 main:574] : INFO : Epoch 1570 | loss: 0.0311039 | val_loss: 0.0311455 | Time: 5182.41 ms
[2021-12-07 11:48:24 main:574] : INFO : Epoch 1571 | loss: 0.0311011 | val_loss: 0.031151 | Time: 5000.93 ms
[2021-12-07 11:48:29 main:574] : INFO : Epoch 1572 | loss: 0.031096 | val_loss: 0.0311578 | Time: 4859.52 ms
[2021-12-07 11:48:34 main:574] : INFO : Epoch 1573 | loss: 0.0310974 | val_loss: 0.0311532 | Time: 5090.98 ms
[2021-12-07 11:48:39 main:574] : INFO : Epoch 1574 | loss: 0.0310972 | val_loss: 0.0311593 | Time: 4890.49 ms
[2021-12-07 11:48:44 main:574] : INFO : Epoch 1575 | loss: 0.031096 | val_loss: 0.0311483 | Time: 5269.97 ms
[2021-12-07 11:48:50 main:574] : INFO : Epoch 1576 | loss: 0.031095 | val_loss: 0.0311537 | Time: 5497.44 ms
[2021-12-07 11:48:55 main:574] : INFO : Epoch 1577 | loss: 0.0310948 | val_loss: 0.031155 | Time: 5470.27 ms
[2021-12-07 11:49:00 main:574] : INFO : Epoch 1578 | loss: 0.031096 | val_loss: 0.0311545 | Time: 5369.39 ms
[2021-12-07 11:49:06 main:574] : INFO : Epoch 1579 | loss: 0.031095 | val_loss: 0.0311582 | Time: 5278.43 ms
[2021-12-07 11:49:11 main:574] : INFO : Epoch 1580 | loss: 0.0310938 | val_loss: 0.0311557 | Time: 4953.81 ms
[2021-12-07 11:49:15 main:574] : INFO : Epoch 1581 | loss: 0.031091 | val_loss: 0.0311621 | Time: 4766.24 ms
[2021-12-07 11:49:20 main:574] : INFO : Epoch 1582 | loss: 0.0310906 | val_loss: 0.0311593 | Time: 4958.14 ms
[2021-12-07 11:49:25 main:574] : INFO : Epoch 1583 | loss: 0.0310942 | val_loss: 0.0311509 | Time: 4959.71 ms
[2021-12-07 11:49:30 main:574] : INFO : Epoch 1584 | loss: 0.031093 | val_loss: 0.0311512 | Time: 4840.03 ms
[2021-12-07 11:49:35 main:574] : INFO : Epoch 1585 | loss: 0.0310955 | val_loss: 0.0311607 | Time: 5066.28 ms
[2021-12-07 11:49:40 main:574] : INFO : Epoch 1586 | loss: 0.0310964 | val_loss: 0.0311512 | Time: 5008.25 ms
[2021-12-07 11:49:45 main:574] : INFO : Epoch 1587 | loss: 0.0310925 | val_loss: 0.0311559 | Time: 4701.41 ms
[2021-12-07 11:49:50 main:574] : INFO : Epoch 1588 | loss: 0.0310915 | val_loss: 0.031155 | Time: 4675.65 ms
[2021-12-07 11:49:55 main:574] : INFO : Epoch 1589 | loss: 0.0310936 | val_loss: 0.0311503 | Time: 5043.58 ms
[2021-12-07 11:50:00 main:574] : INFO : Epoch 1590 | loss: 0.0310954 | val_loss: 0.0311659 | Time: 4843.56 ms
[2021-12-07 11:50:04 main:574] : INFO : Epoch 1591 | loss: 0.0310941 | val_loss: 0.0311547 | Time: 4908.65 ms
[2021-12-07 11:50:09 main:574] : INFO : Epoch 1592 | loss: 0.0310903 | val_loss: 0.0311527 | Time: 4988.48 ms
[2021-12-07 11:50:15 main:574] : INFO : Epoch 1593 | loss: 0.0310917 | val_loss: 0.0311524 | Time: 5279.59 ms
[2021-12-07 11:50:20 main:574] : INFO : Epoch 1594 | loss: 0.0311024 | val_loss: 0.0311522 | Time: 4841.43 ms
[2021-12-07 11:50:25 main:574] : INFO : Epoch 1595 | loss: 0.0311058 | val_loss: 0.0311512 | Time: 5053.86 ms
[2021-12-07 11:50:30 main:574] : INFO : Epoch 1596 | loss: 0.0311013 | val_loss: 0.0311589 | Time: 5317.39 ms
[2021-12-07 11:50:35 main:574] : INFO : Epoch 1597 | loss: 0.0311042 | val_loss: 0.031148 | Time: 5365.43 ms
[2021-12-07 11:50:40 main:574] : INFO : Epoch 1598 | loss: 0.0311014 | val_loss: 0.0311564 | Time: 4841.95 ms
[2021-12-07 11:50:45 main:574] : INFO : Epoch 1599 | loss: 0.0311006 | val_loss: 0.0311508 | Time: 5032.99 ms
[2021-12-07 11:50:50 main:574] : INFO : Epoch 1600 | loss: 0.0310935 | val_loss: 0.0311583 | Time: 4827.77 ms
[2021-12-07 11:50:55 main:574] : INFO : Epoch 1601 | loss: 0.0310922 | val_loss: 0.0311592 | Time: 5011.92 ms
[2021-12-07 11:51:00 main:574] : INFO : Epoch 1602 | loss: 0.0311029 | val_loss: 0.0311663 | Time: 4767.63 ms
[2021-12-07 11:51:05 main:574] : INFO : Epoch 1603 | loss: 0.0311083 | val_loss: 0.0311557 | Time: 5008.9 ms
[2021-12-07 11:51:10 main:574] : INFO : Epoch 1604 | loss: 0.0311051 | val_loss: 0.0311581 | Time: 4804.22 ms
[2021-12-07 11:51:14 main:574] : INFO : Epoch 1605 | loss: 0.0311006 | val_loss: 0.0311551 | Time: 4803.4 ms
[2021-12-07 11:51:19 main:574] : INFO : Epoch 1606 | loss: 0.0311004 | val_loss: 0.0311626 | Time: 4850.48 ms
[2021-12-07 11:51:24 main:574] : INFO : Epoch 1607 | loss: 0.0311047 | val_loss: 0.0311557 | Time: 5041.55 ms
[2021-12-07 11:51:29 main:574] : INFO : Epoch 1608 | loss: 0.0310987 | val_loss: 0.0311591 | Time: 4900.77 ms
[2021-12-07 11:51:34 main:574] : INFO : Epoch 1609 | loss: 0.0310972 | val_loss: 0.0311691 | Time: 5169.31 ms
[2021-12-07 11:51:40 main:574] : INFO : Epoch 1610 | loss: 0.0310983 | val_loss: 0.031153 | Time: 5282.65 ms
[2021-12-07 11:51:45 main:574] : INFO : Epoch 1611 | loss: 0.0310964 | val_loss: 0.0311567 | Time: 5148.52 ms
[2021-12-07 11:51:50 main:574] : INFO : Epoch 1612 | loss: 0.0310974 | val_loss: 0.0311528 | Time: 4867.28 ms
[2021-12-07 11:51:55 main:574] : INFO : Epoch 1613 | loss: 0.0311057 | val_loss: 0.0311533 | Time: 4974.56 ms
[2021-12-07 11:52:00 main:574] : INFO : Epoch 1614 | loss: 0.0311054 | val_loss: 0.0311549 | Time: 5545.1 ms
[2021-12-07 11:52:05 main:574] : INFO : Epoch 1615 | loss: 0.0311007 | val_loss: 0.0311603 | Time: 4881.54 ms
[2021-12-07 11:52:10 main:574] : INFO : Epoch 1616 | loss: 0.0311 | val_loss: 0.0311496 | Time: 4735.79 ms
[2021-12-07 11:52:15 main:574] : INFO : Epoch 1617 | loss: 0.0311039 | val_loss: 0.0311532 | Time: 4958.16 ms
[2021-12-07 11:52:20 main:574] : INFO : Epoch 1618 | loss: 0.0311022 | val_loss: 0.0311522 | Time: 5254.95 ms
[2021-12-07 11:52:25 main:574] : INFO : Epoch 1619 | loss: 0.031097 | val_loss: 0.0311622 | Time: 4856.44 ms
[2021-12-07 11:52:30 main:574] : INFO : Epoch 1620 | loss: 0.0310973 | val_loss: 0.0311516 | Time: 4802.85 ms
[2021-12-07 11:52:35 main:574] : INFO : Epoch 1621 | loss: 0.0310924 | val_loss: 0.0311575 | Time: 5040.4 ms
[2021-12-07 11:52:40 main:574] : INFO : Epoch 1622 | loss: 0.0310938 | val_loss: 0.0311533 | Time: 5009 ms
[2021-12-07 11:52:45 main:574] : INFO : Epoch 1623 | loss: 0.0310939 | val_loss: 0.0311619 | Time: 4758.89 ms
[2021-12-07 11:52:49 main:574] : INFO : Epoch 1624 | loss: 0.0310909 | val_loss: 0.0311545 | Time: 4844.85 ms
[2021-12-07 11:52:55 main:574] : INFO : Epoch 1625 | loss: 0.0310932 | val_loss: 0.0311567 | Time: 5071.08 ms
[2021-12-07 11:52:59 main:574] : INFO : Epoch 1626 | loss: 0.0310927 | val_loss: 0.0311554 | Time: 4870.14 ms
[2021-12-07 11:53:05 main:574] : INFO : Epoch 1627 | loss: 0.0310919 | val_loss: 0.0311534 | Time: 5194.96 ms
[2021-12-07 11:53:10 main:574] : INFO : Epoch 1628 | loss: 0.0310898 | val_loss: 0.0311543 | Time: 5031.61 ms
[2021-12-07 11:53:15 main:574] : INFO : Epoch 1629 | loss: 0.03109 | val_loss: 0.0311485 | Time: 5031.42 ms
[2021-12-07 11:53:19 main:574] : INFO : Epoch 1630 | loss: 0.0310929 | val_loss: 0.0311562 | Time: 4788.88 ms
[2021-12-07 11:53:25 main:574] : INFO : Epoch 1631 | loss: 0.0310951 | val_loss: 0.0311683 | Time: 5681.55 ms
[2021-12-07 11:53:30 main:574] : INFO : Epoch 1632 | loss: 0.0310927 | val_loss: 0.0311561 | Time: 4934.52 ms
[2021-12-07 11:53:35 main:574] : INFO : Epoch 1633 | loss: 0.0310904 | val_loss: 0.0311606 | Time: 5004.25 ms
[2021-12-07 11:53:40 main:574] : INFO : Epoch 1634 | loss: 0.0310943 | val_loss: 0.0311609 | Time: 5135.11 ms
[2021-12-07 11:53:45 main:574] : INFO : Epoch 1635 | loss: 0.0310932 | val_loss: 0.031158 | Time: 4935.57 ms
[2021-12-07 11:53:50 main:574] : INFO : Epoch 1636 | loss: 0.0310894 | val_loss: 0.0311538 | Time: 4725.45 ms
[2021-12-07 11:53:55 main:574] : INFO : Epoch 1637 | loss: 0.031091 | val_loss: 0.0311641 | Time: 4824.5 ms
[2021-12-07 11:54:00 main:574] : INFO : Epoch 1638 | loss: 0.0310921 | val_loss: 0.0311647 | Time: 5000.61 ms
[2021-12-07 11:54:05 main:574] : INFO : Epoch 1639 | loss: 0.0310906 | val_loss: 0.0311593 | Time: 5131.3 ms
[2021-12-07 11:54:10 main:574] : INFO : Epoch 1640 | loss: 0.0310889 | val_loss: 0.0311646 | Time: 5524.44 ms
[2021-12-07 11:54:15 main:574] : INFO : Epoch 1641 | loss: 0.0310885 | val_loss: 0.031161 | Time: 5082.14 ms
[2021-12-07 11:54:21 main:574] : INFO : Epoch 1642 | loss: 0.0310912 | val_loss: 0.0311529 | Time: 5248.81 ms
[2021-12-07 11:54:25 main:574] : INFO : Epoch 1643 | loss: 0.0310951 | val_loss: 0.0311643 | Time: 4773.34 ms
[2021-12-07 11:54:31 main:574] : INFO : Epoch 1644 | loss: 0.0310951 | val_loss: 0.0311617 | Time: 5210.6 ms
[2021-12-07 11:54:36 main:574] : INFO : Epoch 1645 | loss: 0.0310909 | val_loss: 0.0311642 | Time: 5160.4 ms
[2021-12-07 11:54:41 main:574] : INFO : Epoch 1646 | loss: 0.0310934 | val_loss: 0.0311509 | Time: 4998.53 ms
[2021-12-07 11:54:46 main:574] : INFO : Epoch 1647 | loss: 0.0310955 | val_loss: 0.0311612 | Time: 5128.24 ms
[2021-12-07 11:54:51 main:574] : INFO : Epoch 1648 | loss: 0.0310983 | val_loss: 0.0311546 | Time: 4907.38 ms
[2021-12-07 11:54:56 main:574] : INFO : Epoch 1649 | loss: 0.0311019 | val_loss: 0.0311501 | Time: 5032.78 ms
[2021-12-07 11:55:01 main:574] : INFO : Epoch 1650 | loss: 0.0310974 | val_loss: 0.0311543 | Time: 5181.29 ms
[2021-12-07 11:55:06 main:574] : INFO : Epoch 1651 | loss: 0.0311072 | val_loss: 0.0311504 | Time: 5113.27 ms
[2021-12-07 11:55:11 main:574] : INFO : Epoch 1652 | loss: 0.0311234 | val_loss: 0.0311557 | Time: 4856.27 ms
[2021-12-07 11:55:16 main:574] : INFO : Epoch 1653 | loss: 0.031115 | val_loss: 0.0311539 | Time: 5202.77 ms
[2021-12-07 11:55:21 main:574] : INFO : Epoch 1654 | loss: 0.031107 | val_loss: 0.031164 | Time: 5055.79 ms
[2021-12-07 11:55:26 main:574] : INFO : Epoch 1655 | loss: 0.0311036 | val_loss: 0.0311636 | Time: 5092.59 ms
[2021-12-07 11:55:32 main:574] : INFO : Epoch 1656 | loss: 0.0311026 | val_loss: 0.0311614 | Time: 5066.37 ms
[2021-12-07 11:55:37 main:574] : INFO : Epoch 1657 | loss: 0.0310998 | val_loss: 0.0311499 | Time: 5059.2 ms
[2021-12-07 11:55:42 main:574] : INFO : Epoch 1658 | loss: 0.0310961 | val_loss: 0.0311512 | Time: 5109.13 ms
[2021-12-07 11:55:47 main:574] : INFO : Epoch 1659 | loss: 0.0310962 | val_loss: 0.0311595 | Time: 5122.78 ms
[2021-12-07 11:55:52 main:574] : INFO : Epoch 1660 | loss: 0.0310962 | val_loss: 0.0311512 | Time: 5014.97 ms
[2021-12-07 11:55:57 main:574] : INFO : Epoch 1661 | loss: 0.0310988 | val_loss: 0.0311594 | Time: 4975.92 ms
[2021-12-07 11:56:02 main:574] : INFO : Epoch 1662 | loss: 0.0310981 | val_loss: 0.0311605 | Time: 4882.5 ms
[2021-12-07 11:56:07 main:574] : INFO : Epoch 1663 | loss: 0.0310958 | val_loss: 0.0311435 | Time: 4923.78 ms
[2021-12-07 11:56:12 main:574] : INFO : Epoch 1664 | loss: 0.0310943 | val_loss: 0.0311561 | Time: 5015.97 ms
[2021-12-07 11:56:17 main:574] : INFO : Epoch 1665 | loss: 0.0310943 | val_loss: 0.0311573 | Time: 5071.44 ms
[2021-12-07 11:56:22 main:574] : INFO : Epoch 1666 | loss: 0.0310942 | val_loss: 0.0311548 | Time: 4912.97 ms
[2021-12-07 11:56:26 main:574] : INFO : Epoch 1667 | loss: 0.0310947 | val_loss: 0.0311577 | Time: 4849.04 ms
[2021-12-07 11:56:31 main:574] : INFO : Epoch 1668 | loss: 0.0310934 | val_loss: 0.0311593 | Time: 4893.55 ms
[2021-12-07 11:56:36 main:574] : INFO : Epoch 1669 | loss: 0.0310943 | val_loss: 0.0311583 | Time: 4973.45 ms
[2021-12-07 11:56:41 main:574] : INFO : Epoch 1670 | loss: 0.031095 | val_loss: 0.0311627 | Time: 5065.34 ms
[2021-12-07 11:56:46 main:574] : INFO : Epoch 1671 | loss: 0.0310937 | val_loss: 0.0311589 | Time: 4983.84 ms
[2021-12-07 11:56:51 main:574] : INFO : Epoch 1672 | loss: 0.0310931 | val_loss: 0.0311663 | Time: 4867.4 ms
[2021-12-07 11:56:56 main:574] : INFO : Epoch 1673 | loss: 0.0310928 | val_loss: 0.0311532 | Time: 5038.92 ms
[2021-12-07 11:57:02 main:574] : INFO : Epoch 1674 | loss: 0.0310959 | val_loss: 0.0311546 | Time: 5223.27 ms
[2021-12-07 11:57:07 main:574] : INFO : Epoch 1675 | loss: 0.0310944 | val_loss: 0.0311578 | Time: 4995.38 ms
[2021-12-07 11:57:12 main:574] : INFO : Epoch 1676 | loss: 0.031097 | val_loss: 0.0311564 | Time: 5263.7 ms
[2021-12-07 11:57:17 main:574] : INFO : Epoch 1677 | loss: 0.0310937 | val_loss: 0.0311638 | Time: 4847.87 ms
[2021-12-07 11:57:22 main:574] : INFO : Epoch 1678 | loss: 0.0310954 | val_loss: 0.0311628 | Time: 4909.09 ms
[2021-12-07 11:57:27 main:574] : INFO : Epoch 1679 | loss: 0.0310944 | val_loss: 0.0311635 | Time: 5097.04 ms
[2021-12-07 11:57:32 main:574] : INFO : Epoch 1680 | loss: 0.0310921 | val_loss: 0.0311618 | Time: 5141.48 ms
[2021-12-07 11:57:37 main:574] : INFO : Epoch 1681 | loss: 0.0310973 | val_loss: 0.0311725 | Time: 4761.14 ms
[2021-12-07 11:57:41 main:574] : INFO : Epoch 1682 | loss: 0.0310956 | val_loss: 0.031157 | Time: 4725.74 ms
[2021-12-07 11:57:47 main:574] : INFO : Epoch 1683 | loss: 0.0310923 | val_loss: 0.031163 | Time: 5293.87 ms
[2021-12-07 11:57:51 main:574] : INFO : Epoch 1684 | loss: 0.0310916 | val_loss: 0.0311552 | Time: 4802.52 ms
[2021-12-07 11:57:57 main:574] : INFO : Epoch 1685 | loss: 0.0310911 | val_loss: 0.0311523 | Time: 5044.55 ms
[2021-12-07 11:58:01 main:574] : INFO : Epoch 1686 | loss: 0.0310923 | val_loss: 0.0311559 | Time: 4697.7 ms
[2021-12-07 11:58:06 main:574] : INFO : Epoch 1687 | loss: 0.0310949 | val_loss: 0.0311586 | Time: 4860.04 ms
[2021-12-07 11:58:11 main:574] : INFO : Epoch 1688 | loss: 0.0310934 | val_loss: 0.0311466 | Time: 4803.16 ms
[2021-12-07 11:58:16 main:574] : INFO : Epoch 1689 | loss: 0.0310908 | val_loss: 0.0311596 | Time: 4716.83 ms
[2021-12-07 11:58:20 main:574] : INFO : Epoch 1690 | loss: 0.0310919 | val_loss: 0.0311592 | Time: 4818.47 ms
[2021-12-07 11:58:25 main:574] : INFO : Epoch 1691 | loss: 0.0310905 | val_loss: 0.0311615 | Time: 4764.25 ms
[2021-12-07 11:58:30 main:574] : INFO : Epoch 1692 | loss: 0.0310942 | val_loss: 0.0311663 | Time: 4833.04 ms
[2021-12-07 11:58:35 main:574] : INFO : Epoch 1693 | loss: 0.0310924 | val_loss: 0.0311542 | Time: 4824.04 ms
[2021-12-07 11:58:40 main:574] : INFO : Epoch 1694 | loss: 0.0310916 | val_loss: 0.0311653 | Time: 5402.91 ms
[2021-12-07 11:58:45 main:574] : INFO : Epoch 1695 | loss: 0.0310897 | val_loss: 0.0311542 | Time: 4914.36 ms
[2021-12-07 11:58:50 main:574] : INFO : Epoch 1696 | loss: 0.0310887 | val_loss: 0.0311619 | Time: 4823.93 ms
[2021-12-07 11:58:55 main:574] : INFO : Epoch 1697 | loss: 0.0310886 | val_loss: 0.0311604 | Time: 4897.52 ms
[2021-12-07 11:59:00 main:574] : INFO : Epoch 1698 | loss: 0.0311002 | val_loss: 0.031151 | Time: 4986.31 ms
[2021-12-07 11:59:05 main:574] : INFO : Epoch 1699 | loss: 0.0311078 | val_loss: 0.0311614 | Time: 4686.32 ms
[2021-12-07 11:59:09 main:574] : INFO : Epoch 1700 | loss: 0.0311026 | val_loss: 0.0311547 | Time: 4836.7 ms
[2021-12-07 11:59:15 main:574] : INFO : Epoch 1701 | loss: 0.0310991 | val_loss: 0.0311584 | Time: 5149.95 ms
[2021-12-07 11:59:20 main:574] : INFO : Epoch 1702 | loss: 0.0310956 | val_loss: 0.0311537 | Time: 5093 ms
[2021-12-07 11:59:25 main:574] : INFO : Epoch 1703 | loss: 0.0310941 | val_loss: 0.0311597 | Time: 4979.95 ms
[2021-12-07 11:59:30 main:574] : INFO : Epoch 1704 | loss: 0.0310912 | val_loss: 0.0311635 | Time: 4950.9 ms
[2021-12-07 11:59:35 main:574] : INFO : Epoch 1705 | loss: 0.031091 | val_loss: 0.0311588 | Time: 5053.1 ms
[2021-12-07 11:59:39 main:574] : INFO : Epoch 1706 | loss: 0.0310919 | val_loss: 0.0311586 | Time: 4765.73 ms
[2021-12-07 11:59:45 main:574] : INFO : Epoch 1707 | loss: 0.0310924 | val_loss: 0.0311606 | Time: 5124.16 ms
[2021-12-07 11:59:49 main:574] : INFO : Epoch 1708 | loss: 0.0310909 | val_loss: 0.0311665 | Time: 4936.07 ms
[2021-12-07 11:59:55 main:574] : INFO : Epoch 1709 | loss: 0.0310907 | val_loss: 0.0311608 | Time: 5091.72 ms
[2021-12-07 12:00:00 main:574] : INFO : Epoch 1710 | loss: 0.031092 | val_loss: 0.0311603 | Time: 5256.95 ms
[2021-12-07 12:00:05 main:574] : INFO : Epoch 1711 | loss: 0.0310895 | val_loss: 0.0311653 | Time: 5389.69 ms
[2021-12-07 12:00:10 main:574] : INFO : Epoch 1712 | loss: 0.0310935 | val_loss: 0.0311684 | Time: 4993.1 ms
[2021-12-07 12:00:15 main:574] : INFO : Epoch 1713 | loss: 0.031099 | val_loss: 0.0311524 | Time: 5015.01 ms
[2021-12-07 12:00:21 main:574] : INFO : Epoch 1714 | loss: 0.0310997 | val_loss: 0.0311587 | Time: 5282.08 ms
[2021-12-07 12:00:25 main:574] : INFO : Epoch 1715 | loss: 0.0310994 | val_loss: 0.0311538 | Time: 4931.44 ms
[2021-12-07 12:00:31 main:574] : INFO : Epoch 1716 | loss: 0.0310996 | val_loss: 0.03115 | Time: 5409.75 ms
[2021-12-07 12:00:36 main:574] : INFO : Epoch 1717 | loss: 0.0310953 | val_loss: 0.0311522 | Time: 5044.16 ms
[2021-12-07 12:00:41 main:574] : INFO : Epoch 1718 | loss: 0.0310951 | val_loss: 0.0311612 | Time: 5090 ms
[2021-12-07 12:00:46 main:574] : INFO : Epoch 1719 | loss: 0.031102 | val_loss: 0.0311547 | Time: 4829.87 ms
[2021-12-07 12:00:51 main:574] : INFO : Epoch 1720 | loss: 0.0311061 | val_loss: 0.031154 | Time: 4973.07 ms
[2021-12-07 12:00:56 main:574] : INFO : Epoch 1721 | loss: 0.0311089 | val_loss: 0.0311564 | Time: 4928.74 ms
[2021-12-07 12:01:01 main:574] : INFO : Epoch 1722 | loss: 0.0311041 | val_loss: 0.0311531 | Time: 5029.94 ms
[2021-12-07 12:01:06 main:574] : INFO : Epoch 1723 | loss: 0.0310967 | val_loss: 0.0311624 | Time: 4837.54 ms
[2021-12-07 12:01:10 main:574] : INFO : Epoch 1724 | loss: 0.0310938 | val_loss: 0.0311498 | Time: 4841.52 ms
[2021-12-07 12:01:16 main:574] : INFO : Epoch 1725 | loss: 0.0310949 | val_loss: 0.0311591 | Time: 5103.86 ms
[2021-12-07 12:01:20 main:574] : INFO : Epoch 1726 | loss: 0.0310991 | val_loss: 0.0311686 | Time: 4903.68 ms
[2021-12-07 12:01:26 main:574] : INFO : Epoch 1727 | loss: 0.0310953 | val_loss: 0.0311577 | Time: 5056.67 ms
[2021-12-07 12:01:30 main:574] : INFO : Epoch 1728 | loss: 0.0310901 | val_loss: 0.0311594 | Time: 4812.7 ms
[2021-12-07 12:01:36 main:574] : INFO : Epoch 1729 | loss: 0.0310901 | val_loss: 0.0311621 | Time: 5133.24 ms
[2021-12-07 12:01:41 main:574] : INFO : Epoch 1730 | loss: 0.0310963 | val_loss: 0.0311589 | Time: 5104.6 ms
[2021-12-07 12:01:46 main:574] : INFO : Epoch 1731 | loss: 0.0310973 | val_loss: 0.0311546 | Time: 4975.63 ms
[2021-12-07 12:01:51 main:574] : INFO : Epoch 1732 | loss: 0.0310951 | val_loss: 0.0311527 | Time: 4887.24 ms
[2021-12-07 12:01:55 main:574] : INFO : Epoch 1733 | loss: 0.0310925 | val_loss: 0.0311621 | Time: 4732.04 ms
[2021-12-07 12:02:00 main:574] : INFO : Epoch 1734 | loss: 0.0310913 | val_loss: 0.0311564 | Time: 4893.81 ms
[2021-12-07 12:02:05 main:574] : INFO : Epoch 1735 | loss: 0.0310916 | val_loss: 0.0311594 | Time: 4808.37 ms
[2021-12-07 12:02:10 main:574] : INFO : Epoch 1736 | loss: 0.031091 | val_loss: 0.0311611 | Time: 5147.37 ms
[2021-12-07 12:02:15 main:574] : INFO : Epoch 1737 | loss: 0.0310918 | val_loss: 0.0311715 | Time: 4938.02 ms
[2021-12-07 12:02:20 main:574] : INFO : Epoch 1738 | loss: 0.0310905 | val_loss: 0.031162 | Time: 5048.06 ms
[2021-12-07 12:02:25 main:574] : INFO : Epoch 1739 | loss: 0.0310929 | val_loss: 0.0311677 | Time: 5110.45 ms
[2021-12-07 12:02:30 main:574] : INFO : Epoch 1740 | loss: 0.0310903 | val_loss: 0.03116 | Time: 4978.71 ms
[2021-12-07 12:02:35 main:574] : INFO : Epoch 1741 | loss: 0.0310896 | val_loss: 0.0311544 | Time: 5263.93 ms
[2021-12-07 12:02:40 main:574] : INFO : Epoch 1742 | loss: 0.0310915 | val_loss: 0.0311504 | Time: 4873.91 ms
[2021-12-07 12:02:45 main:574] : INFO : Epoch 1743 | loss: 0.0310944 | val_loss: 0.0311581 | Time: 4795.35 ms
[2021-12-07 12:02:50 main:574] : INFO : Epoch 1744 | loss: 0.0310955 | val_loss: 0.0311529 | Time: 5000.73 ms
[2021-12-07 12:02:56 main:574] : INFO : Epoch 1745 | loss: 0.0310915 | val_loss: 0.0311539 | Time: 5401.97 ms
[2021-12-07 12:03:00 main:574] : INFO : Epoch 1746 | loss: 0.0310896 | val_loss: 0.0311612 | Time: 4862.79 ms
[2021-12-07 12:03:05 main:574] : INFO : Epoch 1747 | loss: 0.0310893 | val_loss: 0.0311648 | Time: 4965.7 ms
[2021-12-07 12:03:11 main:574] : INFO : Epoch 1748 | loss: 0.0310911 | val_loss: 0.0311657 | Time: 5160.51 ms
[2021-12-07 12:03:15 main:574] : INFO : Epoch 1749 | loss: 0.0310906 | val_loss: 0.0311632 | Time: 4928 ms
[2021-12-07 12:03:20 main:574] : INFO : Epoch 1750 | loss: 0.0310889 | val_loss: 0.0311652 | Time: 4959.53 ms
[2021-12-07 12:03:25 main:574] : INFO : Epoch 1751 | loss: 0.0310936 | val_loss: 0.0311557 | Time: 4889.52 ms
[2021-12-07 12:03:30 main:574] : INFO : Epoch 1752 | loss: 0.0310924 | val_loss: 0.0311601 | Time: 5162.81 ms
[2021-12-07 12:03:35 main:574] : INFO : Epoch 1753 | loss: 0.0310917 | val_loss: 0.0311604 | Time: 4794.9 ms
[2021-12-07 12:03:41 main:574] : INFO : Epoch 1754 | loss: 0.0310904 | val_loss: 0.0311571 | Time: 5326.41 ms
[2021-12-07 12:03:46 main:574] : INFO : Epoch 1755 | loss: 0.0311074 | val_loss: 0.0311581 | Time: 5635.16 ms
[2021-12-07 12:03:52 main:574] : INFO : Epoch 1756 | loss: 0.0311487 | val_loss: 0.0311605 | Time: 5395.26 ms
[2021-12-07 12:03:56 main:574] : INFO : Epoch 1757 | loss: 0.0311485 | val_loss: 0.0311597 | Time: 4727.63 ms
[2021-12-07 12:04:02 main:574] : INFO : Epoch 1758 | loss: 0.0311418 | val_loss: 0.0311516 | Time: 5130.49 ms
[2021-12-07 12:04:06 main:574] : INFO : Epoch 1759 | loss: 0.031137 | val_loss: 0.0311522 | Time: 4908.22 ms
[2021-12-07 12:04:11 main:574] : INFO : Epoch 1760 | loss: 0.0311336 | val_loss: 0.0311564 | Time: 4774.6 ms
[2021-12-07 12:04:16 main:574] : INFO : Epoch 1761 | loss: 0.0311305 | val_loss: 0.0311501 | Time: 5039.66 ms
[2021-12-07 12:04:21 main:574] : INFO : Epoch 1762 | loss: 0.0311274 | val_loss: 0.0311517 | Time: 4998.98 ms
[2021-12-07 12:04:26 main:574] : INFO : Epoch 1763 | loss: 0.0311268 | val_loss: 0.0311495 | Time: 5067.75 ms
[2021-12-07 12:04:32 main:574] : INFO : Epoch 1764 | loss: 0.0311213 | val_loss: 0.0311491 | Time: 5387.01 ms
[2021-12-07 12:04:37 main:574] : INFO : Epoch 1765 | loss: 0.0311194 | val_loss: 0.03115 | Time: 5017.86 ms
[2021-12-07 12:04:42 main:574] : INFO : Epoch 1766 | loss: 0.0311172 | val_loss: 0.0311468 | Time: 5004.93 ms
[2021-12-07 12:04:47 main:574] : INFO : Epoch 1767 | loss: 0.0311178 | val_loss: 0.0311472 | Time: 5081.95 ms
[2021-12-07 12:04:52 main:574] : INFO : Epoch 1768 | loss: 0.0311146 | val_loss: 0.0311473 | Time: 4966.84 ms
[2021-12-07 12:04:57 main:574] : INFO : Epoch 1769 | loss: 0.0311179 | val_loss: 0.0311475 | Time: 5078.19 ms
[2021-12-07 12:05:02 main:574] : INFO : Epoch 1770 | loss: 0.0311206 | val_loss: 0.0311558 | Time: 5087.48 ms
[2021-12-07 12:05:07 main:574] : INFO : Epoch 1771 | loss: 0.0311198 | val_loss: 0.0311464 | Time: 5076.83 ms
[2021-12-07 12:05:12 main:574] : INFO : Epoch 1772 | loss: 0.0311161 | val_loss: 0.0311485 | Time: 5260.52 ms
[2021-12-07 12:05:17 main:574] : INFO : Epoch 1773 | loss: 0.0311162 | val_loss: 0.0311499 | Time: 4885.79 ms
[2021-12-07 12:05:22 main:574] : INFO : Epoch 1774 | loss: 0.0311147 | val_loss: 0.0311476 | Time: 4839.18 ms
[2021-12-07 12:05:27 main:574] : INFO : Epoch 1775 | loss: 0.0311147 | val_loss: 0.0311531 | Time: 5017.23 ms
[2021-12-07 12:05:32 main:574] : INFO : Epoch 1776 | loss: 0.0311172 | val_loss: 0.0311496 | Time: 4678.12 ms
[2021-12-07 12:05:37 main:574] : INFO : Epoch 1777 | loss: 0.0311113 | val_loss: 0.0311426 | Time: 5089.34 ms
[2021-12-07 12:05:42 main:574] : INFO : Epoch 1778 | loss: 0.0311092 | val_loss: 0.0311474 | Time: 5024.35 ms
[2021-12-07 12:05:47 main:574] : INFO : Epoch 1779 | loss: 0.0311068 | val_loss: 0.0311494 | Time: 4759.29 ms
[2021-12-07 12:05:51 main:574] : INFO : Epoch 1780 | loss: 0.0311061 | val_loss: 0.0311497 | Time: 4760.71 ms
[2021-12-07 12:05:57 main:574] : INFO : Epoch 1781 | loss: 0.0311095 | val_loss: 0.0311532 | Time: 5171.19 ms
[2021-12-07 12:06:01 main:574] : INFO : Epoch 1782 | loss: 0.0311066 | val_loss: 0.0311524 | Time: 4685.96 ms
[2021-12-07 12:06:06 main:574] : INFO : Epoch 1783 | loss: 0.0311072 | val_loss: 0.0311564 | Time: 5174.39 ms
[2021-12-07 12:06:11 main:574] : INFO : Epoch 1784 | loss: 0.0311073 | val_loss: 0.0311518 | Time: 5076.49 ms
[2021-12-07 12:06:16 main:574] : INFO : Epoch 1785 | loss: 0.0311045 | val_loss: 0.031147 | Time: 4855.39 ms
[2021-12-07 12:06:21 main:574] : INFO : Epoch 1786 | loss: 0.0311057 | val_loss: 0.0311484 | Time: 5111.5 ms
[2021-12-07 12:06:27 main:574] : INFO : Epoch 1787 | loss: 0.0311048 | val_loss: 0.0311474 | Time: 5145.42 ms
[2021-12-07 12:06:31 main:574] : INFO : Epoch 1788 | loss: 0.031104 | val_loss: 0.0311484 | Time: 4706.06 ms
[2021-12-07 12:06:37 main:574] : INFO : Epoch 1789 | loss: 0.0311066 | val_loss: 0.0311443 | Time: 5175.82 ms
[2021-12-07 12:06:41 main:574] : INFO : Epoch 1790 | loss: 0.031106 | val_loss: 0.0311449 | Time: 4901.16 ms
[2021-12-07 12:06:46 main:574] : INFO : Epoch 1791 | loss: 0.031107 | val_loss: 0.0311448 | Time: 5065.86 ms
[2021-12-07 12:06:52 main:574] : INFO : Epoch 1792 | loss: 0.0311086 | val_loss: 0.0311463 | Time: 5085.55 ms
[2021-12-07 12:06:56 main:574] : INFO : Epoch 1793 | loss: 0.031111 | val_loss: 0.0311416 | Time: 4853.98 ms
[2021-12-07 12:07:01 main:574] : INFO : Epoch 1794 | loss: 0.0311088 | val_loss: 0.0311455 | Time: 4974.12 ms
[2021-12-07 12:07:06 main:574] : INFO : Epoch 1795 | loss: 0.0311114 | val_loss: 0.0311567 | Time: 4958.13 ms
[2021-12-07 12:07:11 main:574] : INFO : Epoch 1796 | loss: 0.0311061 | val_loss: 0.0311449 | Time: 4927.1 ms
[2021-12-07 12:07:16 main:574] : INFO : Epoch 1797 | loss: 0.031102 | val_loss: 0.031146 | Time: 5115.2 ms
[2021-12-07 12:07:21 main:574] : INFO : Epoch 1798 | loss: 0.0311025 | val_loss: 0.0311444 | Time: 4835.43 ms
[2021-12-07 12:07:26 main:574] : INFO : Epoch 1799 | loss: 0.0311039 | val_loss: 0.031148 | Time: 4875.42 ms
[2021-12-07 12:07:31 main:574] : INFO : Epoch 1800 | loss: 0.0311012 | val_loss: 0.0311519 | Time: 4917.5 ms
[2021-12-07 12:07:36 main:574] : INFO : Epoch 1801 | loss: 0.0311019 | val_loss: 0.0311487 | Time: 5080.06 ms
[2021-12-07 12:07:41 main:574] : INFO : Epoch 1802 | loss: 0.0310996 | val_loss: 0.0311484 | Time: 5039.27 ms
[2021-12-07 12:07:46 main:574] : INFO : Epoch 1803 | loss: 0.0311003 | val_loss: 0.0311461 | Time: 5202.96 ms
[2021-12-07 12:07:51 main:574] : INFO : Epoch 1804 | loss: 0.0310997 | val_loss: 0.0311499 | Time: 4984.78 ms
[2021-12-07 12:07:56 main:574] : INFO : Epoch 1805 | loss: 0.0311056 | val_loss: 0.0311537 | Time: 4785.04 ms
[2021-12-07 12:08:01 main:574] : INFO : Epoch 1806 | loss: 0.0311019 | val_loss: 0.0311454 | Time: 4974.86 ms
[2021-12-07 12:08:06 main:574] : INFO : Epoch 1807 | loss: 0.0310977 | val_loss: 0.0311495 | Time: 4938.59 ms
[2021-12-07 12:08:11 main:574] : INFO : Epoch 1808 | loss: 0.0310982 | val_loss: 0.0311495 | Time: 5042.39 ms
[2021-12-07 12:08:16 main:574] : INFO : Epoch 1809 | loss: 0.0310969 | val_loss: 0.031149 | Time: 4763.22 ms
[2021-12-07 12:08:21 main:574] : INFO : Epoch 1810 | loss: 0.0310984 | val_loss: 0.0311476 | Time: 4984.01 ms
[2021-12-07 12:08:26 main:574] : INFO : Epoch 1811 | loss: 0.0310999 | val_loss: 0.0311428 | Time: 4894.14 ms
[2021-12-07 12:08:31 main:574] : INFO : Epoch 1812 | loss: 0.0310983 | val_loss: 0.0311437 | Time: 4837.43 ms
[2021-12-07 12:08:36 main:574] : INFO : Epoch 1813 | loss: 0.0310966 | val_loss: 0.0311444 | Time: 5155.07 ms
[2021-12-07 12:08:40 main:574] : INFO : Epoch 1814 | loss: 0.0310983 | val_loss: 0.0311458 | Time: 4684.53 ms
[2021-12-07 12:08:45 main:574] : INFO : Epoch 1815 | loss: 0.0310944 | val_loss: 0.0311483 | Time: 4936.36 ms
[2021-12-07 12:08:51 main:574] : INFO : Epoch 1816 | loss: 0.0310949 | val_loss: 0.0311451 | Time: 5279.33 ms
[2021-12-07 12:08:56 main:574] : INFO : Epoch 1817 | loss: 0.0310968 | val_loss: 0.0311461 | Time: 4931.32 ms
[2021-12-07 12:09:01 main:574] : INFO : Epoch 1818 | loss: 0.0310944 | val_loss: 0.0311481 | Time: 5125.42 ms
[2021-12-07 12:09:06 main:574] : INFO : Epoch 1819 | loss: 0.0310961 | val_loss: 0.0311549 | Time: 5154.98 ms
[2021-12-07 12:09:11 main:574] : INFO : Epoch 1820 | loss: 0.0310975 | val_loss: 0.0311486 | Time: 4838.54 ms
[2021-12-07 12:09:16 main:574] : INFO : Epoch 1821 | loss: 0.0310972 | val_loss: 0.0311571 | Time: 5198.17 ms
[2021-12-07 12:09:21 main:574] : INFO : Epoch 1822 | loss: 0.0310957 | val_loss: 0.0311483 | Time: 4768.55 ms
[2021-12-07 12:09:26 main:574] : INFO : Epoch 1823 | loss: 0.0310968 | val_loss: 0.0311591 | Time: 4826.9 ms
[2021-12-07 12:09:31 main:574] : INFO : Epoch 1824 | loss: 0.0310971 | val_loss: 0.0311531 | Time: 4958.28 ms
[2021-12-07 12:09:36 main:574] : INFO : Epoch 1825 | loss: 0.0311014 | val_loss: 0.0311424 | Time: 4979.61 ms
[2021-12-07 12:09:40 main:574] : INFO : Epoch 1826 | loss: 0.0311014 | val_loss: 0.0311533 | Time: 4744.19 ms
[2021-12-07 12:09:45 main:574] : INFO : Epoch 1827 | loss: 0.0310997 | val_loss: 0.0311488 | Time: 4989.16 ms
[2021-12-07 12:09:50 main:574] : INFO : Epoch 1828 | loss: 0.0310997 | val_loss: 0.0311572 | Time: 4823.37 ms
[2021-12-07 12:09:56 main:574] : INFO : Epoch 1829 | loss: 0.0311012 | val_loss: 0.0311579 | Time: 5335.68 ms
[2021-12-07 12:10:00 main:574] : INFO : Epoch 1830 | loss: 0.0311014 | val_loss: 0.0311481 | Time: 4860.33 ms
[2021-12-07 12:10:06 main:574] : INFO : Epoch 1831 | loss: 0.0310999 | val_loss: 0.0311482 | Time: 5180.45 ms
[2021-12-07 12:10:11 main:574] : INFO : Epoch 1832 | loss: 0.0310988 | val_loss: 0.0311499 | Time: 5029.22 ms
[2021-12-07 12:10:16 main:574] : INFO : Epoch 1833 | loss: 0.031098 | val_loss: 0.0311505 | Time: 4980.46 ms
[2021-12-07 12:10:21 main:574] : INFO : Epoch 1834 | loss: 0.0310974 | val_loss: 0.0311505 | Time: 5015.19 ms
[2021-12-07 12:10:26 main:574] : INFO : Epoch 1835 | loss: 0.0310991 | val_loss: 0.0311523 | Time: 5010.66 ms
[2021-12-07 12:10:30 main:574] : INFO : Epoch 1836 | loss: 0.0310976 | val_loss: 0.0311534 | Time: 4763.61 ms
[2021-12-07 12:10:35 main:574] : INFO : Epoch 1837 | loss: 0.0310963 | val_loss: 0.031149 | Time: 4877.34 ms
[2021-12-07 12:10:40 main:574] : INFO : Epoch 1838 | loss: 0.0310975 | val_loss: 0.0311556 | Time: 4857.14 ms
[2021-12-07 12:10:45 main:574] : INFO : Epoch 1839 | loss: 0.0310978 | val_loss: 0.0311529 | Time: 5222.26 ms
[2021-12-07 12:10:50 main:574] : INFO : Epoch 1840 | loss: 0.0311103 | val_loss: 0.0311617 | Time: 4914.9 ms
[2021-12-07 12:10:55 main:574] : INFO : Epoch 1841 | loss: 0.0311143 | val_loss: 0.0311465 | Time: 5139.66 ms
[2021-12-07 12:11:00 main:574] : INFO : Epoch 1842 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 4993.42 ms
[2021-12-07 12:11:05 main:574] : INFO : Epoch 1843 | loss: 0.0311548 | val_loss: 0.0311577 | Time: 4992.8 ms
[2021-12-07 12:11:10 main:574] : INFO : Epoch 1844 | loss: 0.0311461 | val_loss: 0.0311606 | Time: 4977.68 ms
[2021-12-07 12:11:15 main:574] : INFO : Epoch 1845 | loss: 0.0311437 | val_loss: 0.0311591 | Time: 4931.48 ms
[2021-12-07 12:11:20 main:574] : INFO : Epoch 1846 | loss: 0.0311426 | val_loss: 0.0311626 | Time: 4973.58 ms
[2021-12-07 12:11:25 main:574] : INFO : Epoch 1847 | loss: 0.0311436 | val_loss: 0.0311538 | Time: 4848.6 ms
[2021-12-07 12:11:30 main:574] : INFO : Epoch 1848 | loss: 0.031139 | val_loss: 0.0311523 | Time: 5123.82 ms
[2021-12-07 12:11:35 main:574] : INFO : Epoch 1849 | loss: 0.0311334 | val_loss: 0.0311498 | Time: 4999.57 ms
[2021-12-07 12:11:40 main:574] : INFO : Epoch 1850 | loss: 0.0311313 | val_loss: 0.0311503 | Time: 4967.58 ms
[2021-12-07 12:11:45 main:574] : INFO : Epoch 1851 | loss: 0.031129 | val_loss: 0.0311511 | Time: 4904.98 ms
[2021-12-07 12:11:50 main:574] : INFO : Epoch 1852 | loss: 0.0311274 | val_loss: 0.0311515 | Time: 4999.33 ms
[2021-12-07 12:11:55 main:574] : INFO : Epoch 1853 | loss: 0.0311278 | val_loss: 0.0311516 | Time: 5331.54 ms
[2021-12-07 12:12:01 main:574] : INFO : Epoch 1854 | loss: 0.0311269 | val_loss: 0.0311498 | Time: 5100.04 ms
[2021-12-07 12:12:06 main:574] : INFO : Epoch 1855 | loss: 0.0311247 | val_loss: 0.0311501 | Time: 4917.78 ms
[2021-12-07 12:12:10 main:574] : INFO : Epoch 1856 | loss: 0.0311221 | val_loss: 0.0311478 | Time: 4863.19 ms
[2021-12-07 12:12:15 main:574] : INFO : Epoch 1857 | loss: 0.0311214 | val_loss: 0.0311467 | Time: 4845.29 ms
[2021-12-07 12:12:20 main:574] : INFO : Epoch 1858 | loss: 0.0311243 | val_loss: 0.0311466 | Time: 4962.64 ms
[2021-12-07 12:12:25 main:574] : INFO : Epoch 1859 | loss: 0.0311231 | val_loss: 0.0311509 | Time: 4793.82 ms
[2021-12-07 12:12:30 main:574] : INFO : Epoch 1860 | loss: 0.0311229 | val_loss: 0.0311501 | Time: 4749.24 ms
[2021-12-07 12:12:35 main:574] : INFO : Epoch 1861 | loss: 0.0311208 | val_loss: 0.0311527 | Time: 4762.13 ms
[2021-12-07 12:12:40 main:574] : INFO : Epoch 1862 | loss: 0.031118 | val_loss: 0.0311521 | Time: 5077.63 ms
[2021-12-07 12:12:45 main:574] : INFO : Epoch 1863 | loss: 0.0311174 | val_loss: 0.0311563 | Time: 5020.62 ms
[2021-12-07 12:12:49 main:574] : INFO : Epoch 1864 | loss: 0.0311173 | val_loss: 0.0311467 | Time: 4759.81 ms
[2021-12-07 12:12:54 main:574] : INFO : Epoch 1865 | loss: 0.0311167 | val_loss: 0.0311551 | Time: 4753.34 ms
[2021-12-07 12:12:59 main:574] : INFO : Epoch 1866 | loss: 0.0311169 | val_loss: 0.0311545 | Time: 5364.96 ms
[2021-12-07 12:13:04 main:574] : INFO : Epoch 1867 | loss: 0.0311165 | val_loss: 0.0311594 | Time: 4690.37 ms
[2021-12-07 12:13:09 main:574] : INFO : Epoch 1868 | loss: 0.0311166 | val_loss: 0.0311531 | Time: 4894.59 ms
[2021-12-07 12:13:14 main:574] : INFO : Epoch 1869 | loss: 0.0311146 | val_loss: 0.0311486 | Time: 4811.46 ms
[2021-12-07 12:13:19 main:574] : INFO : Epoch 1870 | loss: 0.0311125 | val_loss: 0.0311489 | Time: 5007.3 ms
[2021-12-07 12:13:24 main:574] : INFO : Epoch 1871 | loss: 0.0311124 | val_loss: 0.0311536 | Time: 4891.47 ms
[2021-12-07 12:13:29 main:574] : INFO : Epoch 1872 | loss: 0.0311132 | val_loss: 0.0311571 | Time: 5130.98 ms
[2021-12-07 12:13:34 main:574] : INFO : Epoch 1873 | loss: 0.0311154 | val_loss: 0.0311554 | Time: 4684.53 ms
[2021-12-07 12:13:38 main:574] : INFO : Epoch 1874 | loss: 0.0311119 | val_loss: 0.0311514 | Time: 4744.23 ms
[2021-12-07 12:13:43 main:574] : INFO : Epoch 1875 | loss: 0.0311117 | val_loss: 0.0311571 | Time: 4795.45 ms
[2021-12-07 12:13:48 main:574] : INFO : Epoch 1876 | loss: 0.0311125 | val_loss: 0.0311569 | Time: 4742.51 ms
[2021-12-07 12:13:53 main:574] : INFO : Epoch 1877 | loss: 0.0311104 | val_loss: 0.031155 | Time: 5481.05 ms
[2021-12-07 12:13:58 main:574] : INFO : Epoch 1878 | loss: 0.0311096 | val_loss: 0.031157 | Time: 4896.66 ms
[2021-12-07 12:14:03 main:574] : INFO : Epoch 1879 | loss: 0.0311101 | val_loss: 0.0311561 | Time: 4938.79 ms
[2021-12-07 12:14:08 main:574] : INFO : Epoch 1880 | loss: 0.031109 | val_loss: 0.0311553 | Time: 4819.68 ms
[2021-12-07 12:14:13 main:574] : INFO : Epoch 1881 | loss: 0.0311087 | val_loss: 0.0311529 | Time: 4872.02 ms
[2021-12-07 12:14:18 main:574] : INFO : Epoch 1882 | loss: 0.0311121 | val_loss: 0.0311503 | Time: 5153.72 ms
[2021-12-07 12:14:23 main:574] : INFO : Epoch 1883 | loss: 0.0311098 | val_loss: 0.0311634 | Time: 4824.14 ms
[2021-12-07 12:14:28 main:574] : INFO : Epoch 1884 | loss: 0.0311082 | val_loss: 0.0311538 | Time: 4978.14 ms
[2021-12-07 12:14:33 main:574] : INFO : Epoch 1885 | loss: 0.0311095 | val_loss: 0.0311538 | Time: 4999.65 ms
[2021-12-07 12:14:38 main:574] : INFO : Epoch 1886 | loss: 0.031109 | val_loss: 0.0311456 | Time: 5208.24 ms
[2021-12-07 12:14:43 main:574] : INFO : Epoch 1887 | loss: 0.031109 | val_loss: 0.0311548 | Time: 5245.05 ms
[2021-12-07 12:14:48 main:574] : INFO : Epoch 1888 | loss: 0.0311079 | val_loss: 0.0311504 | Time: 5141.63 ms
[2021-12-07 12:14:53 main:574] : INFO : Epoch 1889 | loss: 0.0311061 | val_loss: 0.0311541 | Time: 4823.77 ms
[2021-12-07 12:14:58 main:574] : INFO : Epoch 1890 | loss: 0.031104 | val_loss: 0.0311526 | Time: 4758.52 ms
[2021-12-07 12:15:03 main:574] : INFO : Epoch 1891 | loss: 0.0311072 | val_loss: 0.0311545 | Time: 4851.18 ms
[2021-12-07 12:15:08 main:574] : INFO : Epoch 1892 | loss: 0.0311074 | val_loss: 0.0311548 | Time: 5476.77 ms
[2021-12-07 12:15:13 main:574] : INFO : Epoch 1893 | loss: 0.0311034 | val_loss: 0.031157 | Time: 4884.28 ms
[2021-12-07 12:15:18 main:574] : INFO : Epoch 1894 | loss: 0.0311042 | val_loss: 0.0311568 | Time: 4943.8 ms
[2021-12-07 12:15:23 main:574] : INFO : Epoch 1895 | loss: 0.0311071 | val_loss: 0.0311524 | Time: 4898.88 ms
[2021-12-07 12:15:28 main:574] : INFO : Epoch 1896 | loss: 0.0311057 | val_loss: 0.0311536 | Time: 5052.95 ms
[2021-12-07 12:15:33 main:574] : INFO : Epoch 1897 | loss: 0.0311044 | val_loss: 0.0311588 | Time: 5234.57 ms
[2021-12-07 12:15:38 main:574] : INFO : Epoch 1898 | loss: 0.031104 | val_loss: 0.0311576 | Time: 4860.97 ms
[2021-12-07 12:15:43 main:574] : INFO : Epoch 1899 | loss: 0.0311026 | val_loss: 0.0311551 | Time: 4987.44 ms
[2021-12-07 12:15:48 main:574] : INFO : Epoch 1900 | loss: 0.0311062 | val_loss: 0.0311513 | Time: 5037.52 ms
[2021-12-07 12:15:53 main:574] : INFO : Epoch 1901 | loss: 0.0311041 | val_loss: 0.031154 | Time: 4898.1 ms
[2021-12-07 12:15:58 main:574] : INFO : Epoch 1902 | loss: 0.0311023 | val_loss: 0.0311547 | Time: 4991.22 ms
[2021-12-07 12:16:03 main:574] : INFO : Epoch 1903 | loss: 0.0311027 | val_loss: 0.0311541 | Time: 4884.33 ms
[2021-12-07 12:16:08 main:574] : INFO : Epoch 1904 | loss: 0.0311072 | val_loss: 0.0311546 | Time: 4815.41 ms
[2021-12-07 12:16:13 main:574] : INFO : Epoch 1905 | loss: 0.0311058 | val_loss: 0.0311543 | Time: 4814.29 ms
[2021-12-07 12:16:18 main:574] : INFO : Epoch 1906 | loss: 0.0311039 | val_loss: 0.0311565 | Time: 5051.17 ms
[2021-12-07 12:16:23 main:574] : INFO : Epoch 1907 | loss: 0.0311036 | val_loss: 0.031159 | Time: 5123.64 ms
[2021-12-07 12:16:28 main:574] : INFO : Epoch 1908 | loss: 0.0311059 | val_loss: 0.0311549 | Time: 5224.19 ms
[2021-12-07 12:16:33 main:574] : INFO : Epoch 1909 | loss: 0.0311113 | val_loss: 0.0311799 | Time: 5021.93 ms
[2021-12-07 12:16:38 main:574] : INFO : Epoch 1910 | loss: 0.0311211 | val_loss: 0.0311607 | Time: 4649.94 ms
[2021-12-07 12:16:43 main:574] : INFO : Epoch 1911 | loss: 0.0311082 | val_loss: 0.0311557 | Time: 4902.71 ms
[2021-12-07 12:16:48 main:574] : INFO : Epoch 1912 | loss: 0.0311037 | val_loss: 0.0311532 | Time: 5089.09 ms
[2021-12-07 12:16:53 main:574] : INFO : Epoch 1913 | loss: 0.0311052 | val_loss: 0.0311606 | Time: 5045.81 ms
[2021-12-07 12:16:58 main:574] : INFO : Epoch 1914 | loss: 0.0311059 | val_loss: 0.0311474 | Time: 5091.77 ms
[2021-12-07 12:17:03 main:574] : INFO : Epoch 1915 | loss: 0.0311063 | val_loss: 0.0311506 | Time: 4986.59 ms
[2021-12-07 12:17:08 main:574] : INFO : Epoch 1916 | loss: 0.0311051 | val_loss: 0.0311567 | Time: 5328.3 ms
[2021-12-07 12:17:13 main:574] : INFO : Epoch 1917 | loss: 0.0311058 | val_loss: 0.0311455 | Time: 5101.9 ms
[2021-12-07 12:17:18 main:574] : INFO : Epoch 1918 | loss: 0.0311045 | val_loss: 0.0311577 | Time: 5090.41 ms
[2021-12-07 12:17:23 main:574] : INFO : Epoch 1919 | loss: 0.0311045 | val_loss: 0.0311531 | Time: 4860.86 ms
[2021-12-07 12:17:29 main:574] : INFO : Epoch 1920 | loss: 0.0311041 | val_loss: 0.0311584 | Time: 5177.08 ms
[2021-12-07 12:17:34 main:574] : INFO : Epoch 1921 | loss: 0.0311039 | val_loss: 0.0311556 | Time: 5106.53 ms
[2021-12-07 12:17:39 main:574] : INFO : Epoch 1922 | loss: 0.031104 | val_loss: 0.0311467 | Time: 5068.39 ms
[2021-12-07 12:17:44 main:574] : INFO : Epoch 1923 | loss: 0.0311107 | val_loss: 0.0311494 | Time: 4991.45 ms
[2021-12-07 12:17:49 main:574] : INFO : Epoch 1924 | loss: 0.0311096 | val_loss: 0.0311562 | Time: 5220.79 ms
[2021-12-07 12:17:54 main:574] : INFO : Epoch 1925 | loss: 0.0311088 | val_loss: 0.0311528 | Time: 4963.68 ms
[2021-12-07 12:17:59 main:574] : INFO : Epoch 1926 | loss: 0.0311041 | val_loss: 0.0311534 | Time: 4854.09 ms
[2021-12-07 12:18:04 main:574] : INFO : Epoch 1927 | loss: 0.031101 | val_loss: 0.0311533 | Time: 5070.27 ms
[2021-12-07 12:18:09 main:574] : INFO : Epoch 1928 | loss: 0.0311005 | val_loss: 0.0311476 | Time: 5102.98 ms
[2021-12-07 12:18:14 main:574] : INFO : Epoch 1929 | loss: 0.0310998 | val_loss: 0.0311511 | Time: 4947.02 ms
[2021-12-07 12:18:19 main:574] : INFO : Epoch 1930 | loss: 0.031101 | val_loss: 0.031149 | Time: 4774.42 ms
[2021-12-07 12:18:23 main:574] : INFO : Epoch 1931 | loss: 0.0311014 | val_loss: 0.0311506 | Time: 4763.29 ms
[2021-12-07 12:18:28 main:574] : INFO : Epoch 1932 | loss: 0.0311017 | val_loss: 0.0311587 | Time: 4798.64 ms
[2021-12-07 12:18:33 main:574] : INFO : Epoch 1933 | loss: 0.0311056 | val_loss: 0.0311592 | Time: 5055.78 ms
[2021-12-07 12:18:38 main:574] : INFO : Epoch 1934 | loss: 0.031108 | val_loss: 0.0311504 | Time: 4936.85 ms
[2021-12-07 12:18:43 main:574] : INFO : Epoch 1935 | loss: 0.0311036 | val_loss: 0.0311517 | Time: 5245.59 ms
[2021-12-07 12:18:48 main:574] : INFO : Epoch 1936 | loss: 0.0311019 | val_loss: 0.0311442 | Time: 4955.6 ms
[2021-12-07 12:18:53 main:574] : INFO : Epoch 1937 | loss: 0.0311056 | val_loss: 0.0311482 | Time: 4824.45 ms
[2021-12-07 12:18:58 main:574] : INFO : Epoch 1938 | loss: 0.0311093 | val_loss: 0.0311508 | Time: 4662.1 ms
[2021-12-07 12:19:03 main:574] : INFO : Epoch 1939 | loss: 0.031107 | val_loss: 0.0311456 | Time: 4946.13 ms
[2021-12-07 12:19:08 main:574] : INFO : Epoch 1940 | loss: 0.0311048 | val_loss: 0.0311583 | Time: 4770.52 ms
[2021-12-07 12:19:13 main:574] : INFO : Epoch 1941 | loss: 0.0311063 | val_loss: 0.0311457 | Time: 4933.02 ms
[2021-12-07 12:19:18 main:574] : INFO : Epoch 1942 | loss: 0.031112 | val_loss: 0.0311478 | Time: 5065.55 ms
[2021-12-07 12:19:23 main:574] : INFO : Epoch 1943 | loss: 0.0311117 | val_loss: 0.0311439 | Time: 4941.44 ms
[2021-12-07 12:19:28 main:574] : INFO : Epoch 1944 | loss: 0.031111 | val_loss: 0.0311477 | Time: 5019.38 ms
[2021-12-07 12:19:32 main:574] : INFO : Epoch 1945 | loss: 0.0311121 | val_loss: 0.0311495 | Time: 4772.35 ms
[2021-12-07 12:19:37 main:574] : INFO : Epoch 1946 | loss: 0.0311123 | val_loss: 0.0311592 | Time: 4871.38 ms
[2021-12-07 12:19:42 main:574] : INFO : Epoch 1947 | loss: 0.03111 | val_loss: 0.0311422 | Time: 5010.18 ms
[2021-12-07 12:19:47 main:574] : INFO : Epoch 1948 | loss: 0.0311072 | val_loss: 0.0311545 | Time: 5137.19 ms
[2021-12-07 12:19:52 main:574] : INFO : Epoch 1949 | loss: 0.0311035 | val_loss: 0.0311524 | Time: 4916.03 ms
[2021-12-07 12:19:58 main:574] : INFO : Epoch 1950 | loss: 0.0311019 | val_loss: 0.0311518 | Time: 5271.2 ms
[2021-12-07 12:20:02 main:574] : INFO : Epoch 1951 | loss: 0.0311029 | val_loss: 0.0311555 | Time: 4651.66 ms
[2021-12-07 12:20:08 main:574] : INFO : Epoch 1952 | loss: 0.0311051 | val_loss: 0.0311616 | Time: 5209.32 ms
[2021-12-07 12:20:14 main:574] : INFO : Epoch 1953 | loss: 0.0311009 | val_loss: 0.0311466 | Time: 5249.95 ms
[2021-12-07 12:20:19 main:574] : INFO : Epoch 1954 | loss: 0.0310995 | val_loss: 0.0311493 | Time: 5077.74 ms
[2021-12-07 12:20:24 main:574] : INFO : Epoch 1955 | loss: 0.0311003 | val_loss: 0.031147 | Time: 5078.3 ms
[2021-12-07 12:20:29 main:574] : INFO : Epoch 1956 | loss: 0.0311113 | val_loss: 0.0311431 | Time: 4902.9 ms
[2021-12-07 12:20:35 main:574] : INFO : Epoch 1957 | loss: 0.0311091 | val_loss: 0.0311461 | Time: 5194.53 ms
[2021-12-07 12:20:40 main:574] : INFO : Epoch 1958 | loss: 0.0311069 | val_loss: 0.0311423 | Time: 4950.86 ms
[2021-12-07 12:20:44 main:574] : INFO : Epoch 1959 | loss: 0.031107 | val_loss: 0.0311432 | Time: 4747.8 ms
[2021-12-07 12:20:49 main:574] : INFO : Epoch 1960 | loss: 0.0311028 | val_loss: 0.0311509 | Time: 4885.52 ms
[2021-12-07 12:20:54 main:574] : INFO : Epoch 1961 | loss: 0.0311009 | val_loss: 0.0311456 | Time: 4736.57 ms
[2021-12-07 12:20:59 main:574] : INFO : Epoch 1962 | loss: 0.0311014 | val_loss: 0.0311547 | Time: 4990.58 ms
[2021-12-07 12:21:04 main:574] : INFO : Epoch 1963 | loss: 0.0311045 | val_loss: 0.0311433 | Time: 5023.79 ms
[2021-12-07 12:21:09 main:574] : INFO : Epoch 1964 | loss: 0.0311048 | val_loss: 0.0311407 | Time: 5157.23 ms
[2021-12-07 12:21:14 main:574] : INFO : Epoch 1965 | loss: 0.0311033 | val_loss: 0.0311422 | Time: 5237.29 ms
[2021-12-07 12:21:19 main:574] : INFO : Epoch 1966 | loss: 0.031103 | val_loss: 0.0311444 | Time: 4873.76 ms
[2021-12-07 12:21:24 main:574] : INFO : Epoch 1967 | loss: 0.0310983 | val_loss: 0.0311465 | Time: 4782.28 ms
[2021-12-07 12:21:29 main:574] : INFO : Epoch 1968 | loss: 0.0310987 | val_loss: 0.0311487 | Time: 4827.57 ms
[2021-12-07 12:21:34 main:574] : INFO : Epoch 1969 | loss: 0.0311001 | val_loss: 0.0311451 | Time: 4758.22 ms
[2021-12-07 12:21:39 main:574] : INFO : Epoch 1970 | loss: 0.0310971 | val_loss: 0.0311463 | Time: 4987.28 ms
[2021-12-07 12:21:44 main:574] : INFO : Epoch 1971 | loss: 0.0310986 | val_loss: 0.0311473 | Time: 5092.42 ms
[2021-12-07 12:21:48 main:574] : INFO : Epoch 1972 | loss: 0.0310979 | val_loss: 0.0311438 | Time: 4822.23 ms
[2021-12-07 12:21:53 main:574] : INFO : Epoch 1973 | loss: 0.0310998 | val_loss: 0.0311431 | Time: 4998.86 ms
[2021-12-07 12:21:59 main:574] : INFO : Epoch 1974 | loss: 0.0311026 | val_loss: 0.0311399 | Time: 5172.27 ms
[2021-12-07 12:22:04 main:574] : INFO : Epoch 1975 | loss: 0.0311005 | val_loss: 0.03115 | Time: 5125.36 ms
[2021-12-07 12:22:09 main:574] : INFO : Epoch 1976 | loss: 0.0310995 | val_loss: 0.0311484 | Time: 5101.7 ms
[2021-12-07 12:22:14 main:574] : INFO : Epoch 1977 | loss: 0.0310997 | val_loss: 0.0311448 | Time: 4796.8 ms
[2021-12-07 12:22:19 main:574] : INFO : Epoch 1978 | loss: 0.0311008 | val_loss: 0.0311527 | Time: 4950.37 ms
[2021-12-07 12:22:23 main:574] : INFO : Epoch 1979 | loss: 0.0310972 | val_loss: 0.0311486 | Time: 4809.73 ms
[2021-12-07 12:22:28 main:574] : INFO : Epoch 1980 | loss: 0.0311003 | val_loss: 0.0311495 | Time: 4956.77 ms
[2021-12-07 12:22:33 main:574] : INFO : Epoch 1981 | loss: 0.0310976 | val_loss: 0.0311479 | Time: 5050.96 ms
[2021-12-07 12:22:38 main:574] : INFO : Epoch 1982 | loss: 0.0310964 | val_loss: 0.0311448 | Time: 4832.52 ms
[2021-12-07 12:22:43 main:574] : INFO : Epoch 1983 | loss: 0.031095 | val_loss: 0.0311429 | Time: 5171.17 ms
[2021-12-07 12:22:49 main:574] : INFO : Epoch 1984 | loss: 0.0310973 | val_loss: 0.0311422 | Time: 5721.78 ms
[2021-12-07 12:22:54 main:574] : INFO : Epoch 1985 | loss: 0.0311012 | val_loss: 0.0311374 | Time: 4942.57 ms
[2021-12-07 12:22:59 main:574] : INFO : Epoch 1986 | loss: 0.0310996 | val_loss: 0.0311462 | Time: 5239.56 ms
[2021-12-07 12:23:04 main:574] : INFO : Epoch 1987 | loss: 0.0310971 | val_loss: 0.0311463 | Time: 4910.38 ms
[2021-12-07 12:23:10 main:574] : INFO : Epoch 1988 | loss: 0.0310955 | val_loss: 0.0311484 | Time: 5325.78 ms
[2021-12-07 12:23:14 main:574] : INFO : Epoch 1989 | loss: 0.0311032 | val_loss: 0.0311447 | Time: 4858.27 ms
[2021-12-07 12:23:19 main:574] : INFO : Epoch 1990 | loss: 0.0311126 | val_loss: 0.031146 | Time: 4777.39 ms
[2021-12-07 12:23:24 main:574] : INFO : Epoch 1991 | loss: 0.031111 | val_loss: 0.0311469 | Time: 5067.85 ms
[2021-12-07 12:23:29 main:574] : INFO : Epoch 1992 | loss: 0.0311073 | val_loss: 0.0311433 | Time: 5070.24 ms
[2021-12-07 12:23:35 main:574] : INFO : Epoch 1993 | loss: 0.0311045 | val_loss: 0.0311471 | Time: 5333.52 ms
[2021-12-07 12:23:40 main:574] : INFO : Epoch 1994 | loss: 0.0311007 | val_loss: 0.0311498 | Time: 5054.69 ms
[2021-12-07 12:23:45 main:574] : INFO : Epoch 1995 | loss: 0.0311012 | val_loss: 0.0311486 | Time: 5001.52 ms
[2021-12-07 12:23:49 main:574] : INFO : Epoch 1996 | loss: 0.0311027 | val_loss: 0.0311442 | Time: 4655.13 ms
[2021-12-07 12:23:54 main:574] : INFO : Epoch 1997 | loss: 0.0311002 | val_loss: 0.0311537 | Time: 4981.11 ms
[2021-12-07 12:24:00 main:574] : INFO : Epoch 1998 | loss: 0.0311037 | val_loss: 0.0311473 | Time: 5265.31 ms
[2021-12-07 12:24:05 main:574] : INFO : Epoch 1999 | loss: 0.0311031 | val_loss: 0.0311425 | Time: 4968.62 ms
[2021-12-07 12:24:10 main:574] : INFO : Epoch 2000 | loss: 0.0311044 | val_loss: 0.0311573 | Time: 5033.82 ms
[2021-12-07 12:24:15 main:574] : INFO : Epoch 2001 | loss: 0.0311034 | val_loss: 0.0311454 | Time: 4962.09 ms
[2021-12-07 12:24:20 main:574] : INFO : Epoch 2002 | loss: 0.0310981 | val_loss: 0.0311474 | Time: 5042.24 ms
[2021-12-07 12:24:25 main:574] : INFO : Epoch 2003 | loss: 0.0310961 | val_loss: 0.0311429 | Time: 5095.9 ms
[2021-12-07 12:24:30 main:574] : INFO : Epoch 2004 | loss: 0.0311026 | val_loss: 0.0311411 | Time: 5028.21 ms
[2021-12-07 12:24:35 main:574] : INFO : Epoch 2005 | loss: 0.0311095 | val_loss: 0.0311447 | Time: 4815.26 ms
[2021-12-07 12:24:39 main:574] : INFO : Epoch 2006 | loss: 0.0311057 | val_loss: 0.0311418 | Time: 4770.37 ms
[2021-12-07 12:24:45 main:574] : INFO : Epoch 2007 | loss: 0.031104 | val_loss: 0.0311493 | Time: 5037.16 ms
[2021-12-07 12:24:50 main:574] : INFO : Epoch 2008 | loss: 0.031108 | val_loss: 0.0311434 | Time: 4961.65 ms
[2021-12-07 12:24:54 main:574] : INFO : Epoch 2009 | loss: 0.0311069 | val_loss: 0.0311447 | Time: 4778.3 ms
[2021-12-07 12:24:59 main:574] : INFO : Epoch 2010 | loss: 0.0311034 | val_loss: 0.0311466 | Time: 5156.4 ms
[2021-12-07 12:25:04 main:574] : INFO : Epoch 2011 | loss: 0.0311045 | val_loss: 0.0311429 | Time: 4955.17 ms
[2021-12-07 12:25:10 main:574] : INFO : Epoch 2012 | loss: 0.031103 | val_loss: 0.0311477 | Time: 5128.61 ms
[2021-12-07 12:25:15 main:574] : INFO : Epoch 2013 | loss: 0.0311027 | val_loss: 0.0311414 | Time: 4981.1 ms
[2021-12-07 12:25:19 main:574] : INFO : Epoch 2014 | loss: 0.0311005 | val_loss: 0.0311488 | Time: 4861.35 ms
[2021-12-07 12:25:24 main:574] : INFO : Epoch 2015 | loss: 0.0310995 | val_loss: 0.0311422 | Time: 4824.29 ms
[2021-12-07 12:25:29 main:574] : INFO : Epoch 2016 | loss: 0.0310949 | val_loss: 0.031138 | Time: 4800.63 ms
[2021-12-07 12:25:34 main:574] : INFO : Epoch 2017 | loss: 0.0310949 | val_loss: 0.0311406 | Time: 4936.44 ms
[2021-12-07 12:25:39 main:574] : INFO : Epoch 2018 | loss: 0.0310952 | val_loss: 0.031147 | Time: 4939.13 ms
[2021-12-07 12:25:44 main:574] : INFO : Epoch 2019 | loss: 0.0310947 | val_loss: 0.0311432 | Time: 4855.89 ms
[2021-12-07 12:25:49 main:574] : INFO : Epoch 2020 | loss: 0.031094 | val_loss: 0.0311399 | Time: 4854.37 ms
[2021-12-07 12:25:54 main:574] : INFO : Epoch 2021 | loss: 0.0310942 | val_loss: 0.031143 | Time: 5080.99 ms
[2021-12-07 12:25:59 main:574] : INFO : Epoch 2022 | loss: 0.0310943 | val_loss: 0.0311422 | Time: 4860.18 ms
[2021-12-07 12:26:03 main:574] : INFO : Epoch 2023 | loss: 0.0310936 | val_loss: 0.0311487 | Time: 4860.71 ms
[2021-12-07 12:26:08 main:574] : INFO : Epoch 2024 | loss: 0.031096 | val_loss: 0.0311499 | Time: 4885.26 ms
[2021-12-07 12:26:13 main:574] : INFO : Epoch 2025 | loss: 0.0310953 | val_loss: 0.0311457 | Time: 4875.86 ms
[2021-12-07 12:26:18 main:574] : INFO : Epoch 2026 | loss: 0.0310952 | val_loss: 0.0311582 | Time: 5092.35 ms
[2021-12-07 12:26:24 main:574] : INFO : Epoch 2027 | loss: 0.0310976 | val_loss: 0.0311489 | Time: 5276.46 ms
[2021-12-07 12:26:28 main:574] : INFO : Epoch 2028 | loss: 0.0310957 | val_loss: 0.0311487 | Time: 4805.35 ms
[2021-12-07 12:26:33 main:574] : INFO : Epoch 2029 | loss: 0.031094 | val_loss: 0.031146 | Time: 5126.99 ms
[2021-12-07 12:26:39 main:574] : INFO : Epoch 2030 | loss: 0.0310929 | val_loss: 0.0311423 | Time: 5065.1 ms
[2021-12-07 12:26:44 main:574] : INFO : Epoch 2031 | loss: 0.031094 | val_loss: 0.0311455 | Time: 5125.87 ms
[2021-12-07 12:26:49 main:574] : INFO : Epoch 2032 | loss: 0.0310966 | val_loss: 0.0311497 | Time: 4899.17 ms
[2021-12-07 12:26:53 main:574] : INFO : Epoch 2033 | loss: 0.0310963 | val_loss: 0.0311522 | Time: 4883.61 ms
[2021-12-07 12:26:58 main:574] : INFO : Epoch 2034 | loss: 0.0310973 | val_loss: 0.0311466 | Time: 4800.33 ms
[2021-12-07 12:27:03 main:574] : INFO : Epoch 2035 | loss: 0.0310966 | val_loss: 0.0311535 | Time: 5155.99 ms
[2021-12-07 12:27:08 main:574] : INFO : Epoch 2036 | loss: 0.0310976 | val_loss: 0.0311427 | Time: 4993.11 ms
[2021-12-07 12:27:13 main:574] : INFO : Epoch 2037 | loss: 0.0310963 | val_loss: 0.0311465 | Time: 4706.03 ms
[2021-12-07 12:27:18 main:574] : INFO : Epoch 2038 | loss: 0.0310972 | val_loss: 0.0311491 | Time: 5076.39 ms
[2021-12-07 12:27:23 main:574] : INFO : Epoch 2039 | loss: 0.0310932 | val_loss: 0.0311438 | Time: 4727.96 ms
[2021-12-07 12:27:28 main:574] : INFO : Epoch 2040 | loss: 0.0310921 | val_loss: 0.0311492 | Time: 4795.36 ms
[2021-12-07 12:27:33 main:574] : INFO : Epoch 2041 | loss: 0.0310967 | val_loss: 0.0311413 | Time: 5038.4 ms
[2021-12-07 12:27:38 main:574] : INFO : Epoch 2042 | loss: 0.0310968 | val_loss: 0.0311515 | Time: 5173.35 ms
[2021-12-07 12:27:43 main:574] : INFO : Epoch 2043 | loss: 0.0310956 | val_loss: 0.0311482 | Time: 4838.52 ms
[2021-12-07 12:27:47 main:574] : INFO : Epoch 2044 | loss: 0.0311029 | val_loss: 0.03114 | Time: 4645.21 ms
[2021-12-07 12:27:52 main:574] : INFO : Epoch 2045 | loss: 0.031101 | val_loss: 0.031144 | Time: 4832.74 ms
[2021-12-07 12:27:57 main:574] : INFO : Epoch 2046 | loss: 0.0311013 | val_loss: 0.0311521 | Time: 4876.13 ms
[2021-12-07 12:28:02 main:574] : INFO : Epoch 2047 | loss: 0.0311034 | val_loss: 0.0311482 | Time: 4789.51 ms
[2021-12-07 12:28:07 main:574] : INFO : Epoch 2048 | loss: 0.0310998 | val_loss: 0.0311485 | Time: 4823.14 ms
[2021-12-07 12:28:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311485
[2021-12-07 12:28:07 main:603] : INFO : Saving end state to config to file
[2021-12-07 12:28:07 main:608] : INFO : Success, exiting..
12:28:07 (1540): 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)