Task 14622777
| Name | ParityModified-1647048618-21494-3-0_0 |
| Workunit | 11639565 |
| Created | 17 Apr 2022, 13:35:36 UTC |
| Sent | 17 Apr 2022, 13:35:49 UTC |
| Report deadline | 25 Apr 2022, 13:35:49 UTC |
| Received | 17 Apr 2022, 17:21:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16372 |
| Run time | 2 hours 38 min 19 sec |
| CPU time | 2 hours 35 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,612.82 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 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: 0.0310717 | val_loss: 0.0311055 | Time: 4775.62 ms
[2022-04-17 10:43:28 main:574] : INFO : Epoch 1543 | loss: 0.0310693 | val_loss: 0.0311083 | Time: 5064.39 ms
[2022-04-17 10:43:33 main:574] : INFO : Epoch 1544 | loss: 0.0310691 | val_loss: 0.0311061 | Time: 4879.41 ms
[2022-04-17 10:43:37 main:574] : INFO : Epoch 1545 | loss: 0.0310705 | val_loss: 0.0311009 | Time: 4740.75 ms
[2022-04-17 10:43:42 main:574] : INFO : Epoch 1546 | loss: 0.0310694 | val_loss: 0.0311032 | Time: 4788 ms
[2022-04-17 10:43:47 main:574] : INFO : Epoch 1547 | loss: 0.0310677 | val_loss: 0.0311033 | Time: 4838.28 ms
[2022-04-17 10:43:52 main:574] : INFO : Epoch 1548 | loss: 0.0310698 | val_loss: 0.0311095 | Time: 4933.63 ms
[2022-04-17 10:43:57 main:574] : INFO : Epoch 1549 | loss: 0.0310685 | val_loss: 0.031103 | Time: 4755.87 ms
[2022-04-17 10:44:02 main:574] : INFO : Epoch 1550 | loss: 0.0310734 | val_loss: 0.0311019 | Time: 4946.23 ms
[2022-04-17 10:44:07 main:574] : INFO : Epoch 1551 | loss: 0.0310719 | val_loss: 0.0311037 | Time: 4927.19 ms
[2022-04-17 10:44:11 main:574] : INFO : Epoch 1552 | loss: 0.0310701 | val_loss: 0.0311102 | Time: 4798.53 ms
[2022-04-17 10:44:16 main:574] : INFO : Epoch 1553 | loss: 0.0310699 | val_loss: 0.031102 | Time: 4869.49 ms
[2022-04-17 10:44:21 main:574] : INFO : Epoch 1554 | loss: 0.0310664 | val_loss: 0.0311096 | Time: 4816.84 ms
[2022-04-17 10:44:26 main:574] : INFO : Epoch 1555 | loss: 0.0310676 | val_loss: 0.0311034 | Time: 4761.92 ms
[2022-04-17 10:44:31 main:574] : INFO : Epoch 1556 | loss: 0.0310676 | val_loss: 0.031102 | Time: 4722.52 ms
[2022-04-17 10:44:36 main:574] : INFO : Epoch 1557 | loss: 0.0310707 | val_loss: 0.0311053 | Time: 5030.24 ms
[2022-04-17 10:44:41 main:574] : INFO : Epoch 1558 | loss: 0.031067 | val_loss: 0.0311059 | Time: 5049.24 ms
[2022-04-17 10:44:45 main:574] : INFO : Epoch 1559 | loss: 0.0310648 | val_loss: 0.0310992 | Time: 4819.16 ms
[2022-04-17 10:44:50 main:574] : INFO : Epoch 1560 | loss: 0.031063 | val_loss: 0.0311041 | Time: 4808.3 ms
[2022-04-17 10:44:55 main:574] : INFO : Epoch 1561 | loss: 0.0310628 | val_loss: 0.0311038 | Time: 4814.05 ms
[2022-04-17 10:45:00 main:574] : INFO : Epoch 1562 | loss: 0.0310596 | val_loss: 0.0311044 | Time: 4841.47 ms
[2022-04-17 10:45:05 main:574] : INFO : Epoch 1563 | loss: 0.0310589 | val_loss: 0.0310997 | Time: 4762.47 ms
[2022-04-17 10:45:10 main:574] : INFO : Epoch 1564 | loss: 0.0310611 | val_loss: 0.0311107 | Time: 4835.26 ms
[2022-04-17 10:45:15 main:574] : INFO : Epoch 1565 | loss: 0.0310671 | val_loss: 0.0311055 | Time: 4980.78 ms
[2022-04-17 10:45:19 main:574] : INFO : Epoch 1566 | loss: 0.0310623 | val_loss: 0.0311041 | Time: 4803.41 ms
[2022-04-17 10:45:24 main:574] : INFO : Epoch 1567 | loss: 0.0310583 | val_loss: 0.0311032 | Time: 4910.5 ms
[2022-04-17 10:45:29 main:574] : INFO : Epoch 1568 | loss: 0.0310591 | val_loss: 0.0311053 | Time: 4910.02 ms
[2022-04-17 10:45:34 main:574] : INFO : Epoch 1569 | loss: 0.031063 | val_loss: 0.0311043 | Time: 4772.46 ms
[2022-04-17 10:45:39 main:574] : INFO : Epoch 1570 | loss: 0.0310671 | val_loss: 0.0311033 | Time: 4736.39 ms
[2022-04-17 10:45:44 main:574] : INFO : Epoch 1571 | loss: 0.0310734 | val_loss: 0.0311091 | Time: 4840.6 ms
[2022-04-17 10:45:48 main:574] : INFO : Epoch 1572 | loss: 0.0310767 | val_loss: 0.0311059 | Time: 4918.19 ms
[2022-04-17 10:45:53 main:574] : INFO : Epoch 1573 | loss: 0.0310746 | val_loss: 0.0311058 | Time: 4811.81 ms
[2022-04-17 10:45:58 main:574] : INFO : Epoch 1574 | loss: 0.0310766 | val_loss: 0.0311073 | Time: 4864.9 ms
[2022-04-17 10:46:03 main:574] : INFO : Epoch 1575 | loss: 0.0310701 | val_loss: 0.031103 | Time: 4855.23 ms
[2022-04-17 10:46:08 main:574] : INFO : Epoch 1576 | loss: 0.0310694 | val_loss: 0.0311023 | Time: 4828.17 ms
[2022-04-17 10:46:13 main:574] : INFO : Epoch 1577 | loss: 0.0310727 | val_loss: 0.0311027 | Time: 4842.45 ms
[2022-04-17 10:46:18 main:574] : INFO : Epoch 1578 | loss: 0.0310705 | val_loss: 0.0311004 | Time: 5026.99 ms
[2022-04-17 10:46:23 main:574] : INFO : Epoch 1579 | loss: 0.0310694 | val_loss: 0.0310981 | Time: 5285.34 ms
[2022-04-17 10:46:29 main:574] : INFO : Epoch 1580 | loss: 0.0310691 | val_loss: 0.0311054 | Time: 5837.91 ms
[2022-04-17 10:46:34 main:574] : INFO : Epoch 1581 | loss: 0.0310724 | val_loss: 0.0310975 | Time: 4791.6 ms
[2022-04-17 10:46:38 main:574] : INFO : Epoch 1582 | loss: 0.0310685 | val_loss: 0.0311001 | Time: 4819.48 ms
[2022-04-17 10:46:43 main:574] : INFO : Epoch 1583 | loss: 0.031068 | val_loss: 0.0310996 | Time: 4812.82 ms
[2022-04-17 10:46:48 main:574] : INFO : Epoch 1584 | loss: 0.0310673 | val_loss: 0.0310994 | Time: 4702 ms
[2022-04-17 10:46:53 main:574] : INFO : Epoch 1585 | loss: 0.0310656 | val_loss: 0.0311013 | Time: 4833.27 ms
[2022-04-17 10:46:58 main:574] : INFO : Epoch 1586 | loss: 0.031064 | val_loss: 0.0310987 | Time: 5001.3 ms
[2022-04-17 10:47:03 main:574] : INFO : Epoch 1587 | loss: 0.0310626 | val_loss: 0.0311065 | Time: 5057.51 ms
[2022-04-17 10:47:08 main:574] : INFO : Epoch 1588 | loss: 0.0310621 | val_loss: 0.0310994 | Time: 4824.21 ms
[2022-04-17 10:47:13 main:574] : INFO : Epoch 1589 | loss: 0.0310591 | val_loss: 0.0310958 | Time: 4790.43 ms
[2022-04-17 10:47:17 main:574] : INFO : Epoch 1590 | loss: 0.0310554 | val_loss: 0.0310942 | Time: 4877.49 ms
[2022-04-17 10:47:22 main:574] : INFO : Epoch 1591 | loss: 0.0310555 | val_loss: 0.0310937 | Time: 4743.07 ms
[2022-04-17 10:47:27 main:574] : INFO : Epoch 1592 | loss: 0.031055 | val_loss: 0.0310962 | Time: 4879.14 ms
[2022-04-17 10:47:32 main:574] : INFO : Epoch 1593 | loss: 0.0310542 | val_loss: 0.0310941 | Time: 5004.85 ms
[2022-04-17 10:47:37 main:574] : INFO : Epoch 1594 | loss: 0.0310613 | val_loss: 0.0311016 | Time: 4950.21 ms
[2022-04-17 10:47:42 main:574] : INFO : Epoch 1595 | loss: 0.031059 | val_loss: 0.0310987 | Time: 4812.91 ms
[2022-04-17 10:47:47 main:574] : INFO : Epoch 1596 | loss: 0.0310569 | val_loss: 0.031096 | Time: 4926.78 ms
[2022-04-17 10:47:52 main:574] : INFO : Epoch 1597 | loss: 0.0310682 | val_loss: 0.0311078 | Time: 4862.29 ms
[2022-04-17 10:47:56 main:574] : INFO : Epoch 1598 | loss: 0.0310659 | val_loss: 0.0311039 | Time: 4699.93 ms
[2022-04-17 10:48:01 main:574] : INFO : Epoch 1599 | loss: 0.0310619 | val_loss: 0.0311084 | Time: 4915.23 ms
[2022-04-17 10:48:06 main:574] : INFO : Epoch 1600 | loss: 0.031061 | val_loss: 0.0310973 | Time: 4802.46 ms
[2022-04-17 10:48:11 main:574] : INFO : Epoch 1601 | loss: 0.0310572 | val_loss: 0.0310993 | Time: 5104.27 ms
[2022-04-17 10:48:16 main:574] : INFO : Epoch 1602 | loss: 0.0310583 | val_loss: 0.0310946 | Time: 4938.29 ms
[2022-04-17 10:48:21 main:574] : INFO : Epoch 1603 | loss: 0.0310564 | val_loss: 0.0311046 | Time: 4859.84 ms
[2022-04-17 10:48:26 main:574] : INFO : Epoch 1604 | loss: 0.0310565 | val_loss: 0.0310941 | Time: 4821.57 ms
[2022-04-17 10:48:31 main:574] : INFO : Epoch 1605 | loss: 0.0310554 | val_loss: 0.0310978 | Time: 4769.19 ms
[2022-04-17 10:48:35 main:574] : INFO : Epoch 1606 | loss: 0.0310563 | val_loss: 0.0310974 | Time: 4897.11 ms
[2022-04-17 10:48:40 main:574] : INFO : Epoch 1607 | loss: 0.0310601 | val_loss: 0.0310922 | Time: 4859.5 ms
[2022-04-17 10:48:45 main:574] : INFO : Epoch 1608 | loss: 0.0310694 | val_loss: 0.0310969 | Time: 4873.66 ms
[2022-04-17 10:48:50 main:574] : INFO : Epoch 1609 | loss: 0.0310647 | val_loss: 0.0310967 | Time: 4833.75 ms
[2022-04-17 10:48:55 main:574] : INFO : Epoch 1610 | loss: 0.0310593 | val_loss: 0.0311029 | Time: 4920.55 ms
[2022-04-17 10:49:00 main:574] : INFO : Epoch 1611 | loss: 0.0310623 | val_loss: 0.0310856 | Time: 4924.91 ms
[2022-04-17 10:49:05 main:574] : INFO : Epoch 1612 | loss: 0.0310563 | val_loss: 0.0310887 | Time: 4732.58 ms
[2022-04-17 10:49:09 main:574] : INFO : Epoch 1613 | loss: 0.0310565 | val_loss: 0.031091 | Time: 4816.66 ms
[2022-04-17 10:49:14 main:574] : INFO : Epoch 1614 | loss: 0.0310602 | val_loss: 0.0310936 | Time: 4824.73 ms
[2022-04-17 10:49:19 main:574] : INFO : Epoch 1615 | loss: 0.0310565 | val_loss: 0.0310957 | Time: 4897.63 ms
[2022-04-17 10:49:24 main:574] : INFO : Epoch 1616 | loss: 0.031057 | val_loss: 0.0310856 | Time: 4934.38 ms
[2022-04-17 10:49:29 main:574] : INFO : Epoch 1617 | loss: 0.031054 | val_loss: 0.0310875 | Time: 4874.26 ms
[2022-04-17 10:49:34 main:574] : INFO : Epoch 1618 | loss: 0.0310501 | val_loss: 0.0310935 | Time: 4819.41 ms
[2022-04-17 10:49:39 main:574] : INFO : Epoch 1619 | loss: 0.0310494 | val_loss: 0.0310892 | Time: 4683.19 ms
[2022-04-17 10:49:43 main:574] : INFO : Epoch 1620 | loss: 0.0310498 | val_loss: 0.0310926 | Time: 4800.84 ms
[2022-04-17 10:49:48 main:574] : INFO : Epoch 1621 | loss: 0.0310487 | val_loss: 0.0310921 | Time: 4820.13 ms
[2022-04-17 10:49:53 main:574] : INFO : Epoch 1622 | loss: 0.0310494 | val_loss: 0.031097 | Time: 4719.89 ms
[2022-04-17 10:49:58 main:574] : INFO : Epoch 1623 | loss: 0.0310509 | val_loss: 0.0311061 | Time: 4913.31 ms
[2022-04-17 10:50:03 main:574] : INFO : Epoch 1624 | loss: 0.0310489 | val_loss: 0.0310968 | Time: 5068.5 ms
[2022-04-17 10:50:18 main:574] : INFO : Epoch 1625 | loss: 0.0310457 | val_loss: 0.0310981 | Time: 14935.1 ms
[2022-04-17 10:50:22 main:574] : INFO : Epoch 1626 | loss: 0.0310447 | val_loss: 0.0310919 | Time: 4568.76 ms
[2022-04-17 10:50:27 main:574] : INFO : Epoch 1627 | loss: 0.031045 | val_loss: 0.0310926 | Time: 4695.21 ms
[2022-04-17 10:50:32 main:574] : INFO : Epoch 1628 | loss: 0.0310528 | val_loss: 0.0310994 | Time: 4718.13 ms
[2022-04-17 10:50:36 main:574] : INFO : Epoch 1629 | loss: 0.0310601 | val_loss: 0.0311002 | Time: 4638.26 ms
[2022-04-17 10:50:41 main:574] : INFO : Epoch 1630 | loss: 0.0310644 | val_loss: 0.0310926 | Time: 4908.45 ms
[2022-04-17 10:50:46 main:574] : INFO : Epoch 1631 | loss: 0.0310593 | val_loss: 0.0310925 | Time: 4938.53 ms
[2022-04-17 10:50:51 main:574] : INFO : Epoch 1632 | loss: 0.0310555 | val_loss: 0.0310948 | Time: 4746.65 ms
[2022-04-17 10:50:56 main:574] : INFO : Epoch 1633 | loss: 0.0310537 | val_loss: 0.0310942 | Time: 4807.18 ms
[2022-04-17 10:51:01 main:574] : INFO : Epoch 1634 | loss: 0.0310541 | val_loss: 0.0310975 | Time: 4888.1 ms
[2022-04-17 10:51:06 main:574] : INFO : Epoch 1635 | loss: 0.0310524 | val_loss: 0.0310971 | Time: 4866.28 ms
[2022-04-17 10:51:10 main:574] : INFO : Epoch 1636 | loss: 0.0310548 | val_loss: 0.0311009 | Time: 4739.14 ms
[2022-04-17 10:51:15 main:574] : INFO : Epoch 1637 | loss: 0.0310523 | val_loss: 0.0310964 | Time: 4860.84 ms
[2022-04-17 10:51:20 main:574] : INFO : Epoch 1638 | loss: 0.0310505 | val_loss: 0.0310939 | Time: 4914.45 ms
[2022-04-17 10:51:25 main:574] : INFO : Epoch 1639 | loss: 0.0310494 | val_loss: 0.0310933 | Time: 4748.74 ms
[2022-04-17 10:51:30 main:574] : INFO : Epoch 1640 | loss: 0.0310505 | val_loss: 0.0310999 | Time: 4874.85 ms
[2022-04-17 10:51:35 main:574] : INFO : Epoch 1641 | loss: 0.0310512 | val_loss: 0.0310968 | Time: 4865.17 ms
[2022-04-17 10:51:39 main:574] : INFO : Epoch 1642 | loss: 0.0310532 | val_loss: 0.0310916 | Time: 4672.46 ms
[2022-04-17 10:51:44 main:574] : INFO : Epoch 1643 | loss: 0.0310512 | val_loss: 0.0310933 | Time: 4805.18 ms
[2022-04-17 10:51:49 main:574] : INFO : Epoch 1644 | loss: 0.0310507 | val_loss: 0.0310934 | Time: 4855.53 ms
[2022-04-17 10:51:54 main:574] : INFO : Epoch 1645 | loss: 0.0310501 | val_loss: 0.031106 | Time: 5126.62 ms
[2022-04-17 10:51:59 main:574] : INFO : Epoch 1646 | loss: 0.0310553 | val_loss: 0.0310888 | Time: 4845.82 ms
[2022-04-17 10:52:04 main:574] : INFO : Epoch 1647 | loss: 0.0310545 | val_loss: 0.0310863 | Time: 4938.73 ms
[2022-04-17 10:52:09 main:574] : INFO : Epoch 1648 | loss: 0.0310506 | val_loss: 0.0310879 | Time: 4820.42 ms
[2022-04-17 10:52:14 main:574] : INFO : Epoch 1649 | loss: 0.0310505 | val_loss: 0.0310841 | Time: 4763.17 ms
[2022-04-17 10:52:18 main:574] : INFO : Epoch 1650 | loss: 0.0310468 | val_loss: 0.0310932 | Time: 4825.47 ms
[2022-04-17 10:52:23 main:574] : INFO : Epoch 1651 | loss: 0.0310454 | val_loss: 0.0310883 | Time: 4809.52 ms
[2022-04-17 10:52:28 main:574] : INFO : Epoch 1652 | loss: 0.0310453 | val_loss: 0.0310924 | Time: 4871.08 ms
[2022-04-17 10:52:33 main:574] : INFO : Epoch 1653 | loss: 0.0310562 | val_loss: 0.0310981 | Time: 4851.7 ms
[2022-04-17 10:52:38 main:574] : INFO : Epoch 1654 | loss: 0.0310715 | val_loss: 0.0311029 | Time: 5086.59 ms
[2022-04-17 10:52:43 main:574] : INFO : Epoch 1655 | loss: 0.0310743 | val_loss: 0.031115 | Time: 4862.31 ms
[2022-04-17 10:52:48 main:574] : INFO : Epoch 1656 | loss: 0.0310731 | val_loss: 0.0310975 | Time: 4774.64 ms
[2022-04-17 10:52:52 main:574] : INFO : Epoch 1657 | loss: 0.0310626 | val_loss: 0.0310929 | Time: 4832.92 ms
[2022-04-17 10:52:57 main:574] : INFO : Epoch 1658 | loss: 0.0310567 | val_loss: 0.0310915 | Time: 4800.25 ms
[2022-04-17 10:53:02 main:574] : INFO : Epoch 1659 | loss: 0.0310542 | val_loss: 0.0310917 | Time: 4908.56 ms
[2022-04-17 10:53:07 main:574] : INFO : Epoch 1660 | loss: 0.0310508 | val_loss: 0.0310894 | Time: 4877.75 ms
[2022-04-17 10:53:12 main:574] : INFO : Epoch 1661 | loss: 0.0310503 | val_loss: 0.0310902 | Time: 4874.22 ms
[2022-04-17 10:53:17 main:574] : INFO : Epoch 1662 | loss: 0.0310476 | val_loss: 0.0310869 | Time: 4864.6 ms
[2022-04-17 10:53:22 main:574] : INFO : Epoch 1663 | loss: 0.031048 | val_loss: 0.031092 | Time: 4762.57 ms
[2022-04-17 10:53:27 main:574] : INFO : Epoch 1664 | loss: 0.0310463 | val_loss: 0.0310933 | Time: 5017.04 ms
[2022-04-17 10:53:32 main:574] : INFO : Epoch 1665 | loss: 0.0310463 | val_loss: 0.0310927 | Time: 4886.52 ms
[2022-04-17 10:53:36 main:574] : INFO : Epoch 1666 | loss: 0.0310444 | val_loss: 0.0310915 | Time: 4842.93 ms
[2022-04-17 10:53:41 main:574] : INFO : Epoch 1667 | loss: 0.0310451 | val_loss: 0.0310934 | Time: 4840.93 ms
[2022-04-17 10:53:46 main:574] : INFO : Epoch 1668 | loss: 0.0310437 | val_loss: 0.0310949 | Time: 4951.23 ms
[2022-04-17 10:53:51 main:574] : INFO : Epoch 1669 | loss: 0.0310469 | val_loss: 0.0310984 | Time: 4876.88 ms
[2022-04-17 10:53:56 main:574] : INFO : Epoch 1670 | loss: 0.0310452 | val_loss: 0.031092 | Time: 4787.25 ms
[2022-04-17 10:54:01 main:574] : INFO : Epoch 1671 | loss: 0.0310419 | val_loss: 0.0310942 | Time: 4868.23 ms
[2022-04-17 10:54:06 main:574] : INFO : Epoch 1672 | loss: 0.0310515 | val_loss: 0.0311018 | Time: 4847.69 ms
[2022-04-17 10:54:10 main:574] : INFO : Epoch 1673 | loss: 0.0310475 | val_loss: 0.0310928 | Time: 4861.87 ms
[2022-04-17 10:54:15 main:574] : INFO : Epoch 1674 | loss: 0.0310502 | val_loss: 0.0310929 | Time: 4890.83 ms
[2022-04-17 10:54:20 main:574] : INFO : Epoch 1675 | loss: 0.0310516 | val_loss: 0.0310986 | Time: 5017.66 ms
[2022-04-17 10:54:25 main:574] : INFO : Epoch 1676 | loss: 0.0310529 | val_loss: 0.0310957 | Time: 4899.43 ms
[2022-04-17 10:54:30 main:574] : INFO : Epoch 1677 | loss: 0.0310523 | val_loss: 0.0310981 | Time: 4726.37 ms
[2022-04-17 10:54:35 main:574] : INFO : Epoch 1678 | loss: 0.031049 | val_loss: 0.031099 | Time: 4847.75 ms
[2022-04-17 10:54:40 main:574] : INFO : Epoch 1679 | loss: 0.0310481 | val_loss: 0.0310924 | Time: 4875 ms
[2022-04-17 10:54:45 main:574] : INFO : Epoch 1680 | loss: 0.0310477 | val_loss: 0.0311046 | Time: 4840.17 ms
[2022-04-17 10:54:49 main:574] : INFO : Epoch 1681 | loss: 0.0310526 | val_loss: 0.0310892 | Time: 4792.1 ms
[2022-04-17 10:54:54 main:574] : INFO : Epoch 1682 | loss: 0.031047 | val_loss: 0.03109 | Time: 5002 ms
[2022-04-17 10:54:59 main:574] : INFO : Epoch 1683 | loss: 0.0310477 | val_loss: 0.0310901 | Time: 4885.79 ms
[2022-04-17 10:55:04 main:574] : INFO : Epoch 1684 | loss: 0.031045 | val_loss: 0.0310956 | Time: 4885.71 ms
[2022-04-17 10:55:09 main:574] : INFO : Epoch 1685 | loss: 0.0310436 | val_loss: 0.0310943 | Time: 4893.33 ms
[2022-04-17 10:55:14 main:574] : INFO : Epoch 1686 | loss: 0.0310422 | val_loss: 0.0310933 | Time: 4892.38 ms
[2022-04-17 10:55:19 main:574] : INFO : Epoch 1687 | loss: 0.0310409 | val_loss: 0.031093 | Time: 4888.34 ms
[2022-04-17 10:55:24 main:574] : INFO : Epoch 1688 | loss: 0.0310405 | val_loss: 0.0310906 | Time: 4737.2 ms
[2022-04-17 10:55:29 main:574] : INFO : Epoch 1689 | loss: 0.0310409 | val_loss: 0.0310942 | Time: 4996.93 ms
[2022-04-17 10:55:34 main:574] : INFO : Epoch 1690 | loss: 0.0310427 | val_loss: 0.0311039 | Time: 4950.99 ms
[2022-04-17 10:55:38 main:574] : INFO : Epoch 1691 | loss: 0.0310458 | val_loss: 0.0310945 | Time: 4785.15 ms
[2022-04-17 10:55:43 main:574] : INFO : Epoch 1692 | loss: 0.0310429 | val_loss: 0.0310909 | Time: 4900.21 ms
[2022-04-17 10:55:48 main:574] : INFO : Epoch 1693 | loss: 0.0310409 | val_loss: 0.0310856 | Time: 4866.04 ms
[2022-04-17 10:55:53 main:574] : INFO : Epoch 1694 | loss: 0.0310405 | val_loss: 0.0310937 | Time: 4953.33 ms
[2022-04-17 10:55:58 main:574] : INFO : Epoch 1695 | loss: 0.0310401 | val_loss: 0.0310934 | Time: 5080.19 ms
[2022-04-17 10:56:03 main:574] : INFO : Epoch 1696 | loss: 0.0310412 | val_loss: 0.0310949 | Time: 5009.98 ms
[2022-04-17 10:56:08 main:574] : INFO : Epoch 1697 | loss: 0.0310405 | val_loss: 0.0310897 | Time: 4948.13 ms
[2022-04-17 10:56:13 main:574] : INFO : Epoch 1698 | loss: 0.0310422 | val_loss: 0.031091 | Time: 4851.02 ms
[2022-04-17 10:56:18 main:574] : INFO : Epoch 1699 | loss: 0.0310488 | val_loss: 0.0310854 | Time: 4852.49 ms
[2022-04-17 10:56:23 main:574] : INFO : Epoch 1700 | loss: 0.0310455 | val_loss: 0.0310945 | Time: 4829.15 ms
[2022-04-17 10:56:28 main:574] : INFO : Epoch 1701 | loss: 0.0310417 | val_loss: 0.0310933 | Time: 4902.24 ms
[2022-04-17 10:56:32 main:574] : INFO : Epoch 1702 | loss: 0.0310411 | val_loss: 0.0310931 | Time: 4745.55 ms
[2022-04-17 10:56:37 main:574] : INFO : Epoch 1703 | loss: 0.0310407 | val_loss: 0.0310898 | Time: 4888.01 ms
[2022-04-17 10:56:42 main:574] : INFO : Epoch 1704 | loss: 0.031041 | val_loss: 0.031095 | Time: 5084.62 ms
[2022-04-17 10:56:47 main:574] : INFO : Epoch 1705 | loss: 0.0310402 | val_loss: 0.0310977 | Time: 4846.44 ms
[2022-04-17 10:56:52 main:574] : INFO : Epoch 1706 | loss: 0.0310438 | val_loss: 0.031096 | Time: 4679.93 ms
[2022-04-17 10:56:57 main:574] : INFO : Epoch 1707 | loss: 0.0310447 | val_loss: 0.0310897 | Time: 4868.2 ms
[2022-04-17 10:57:02 main:574] : INFO : Epoch 1708 | loss: 0.0310489 | val_loss: 0.0310886 | Time: 4830.89 ms
[2022-04-17 10:57:06 main:574] : INFO : Epoch 1709 | loss: 0.0310505 | val_loss: 0.0310912 | Time: 4706.4 ms
[2022-04-17 10:57:11 main:574] : INFO : Epoch 1710 | loss: 0.0310456 | val_loss: 0.0310872 | Time: 4906.19 ms
[2022-04-17 10:57:16 main:574] : INFO : Epoch 1711 | loss: 0.0310446 | val_loss: 0.0310879 | Time: 4435.35 ms
[2022-04-17 10:57:19 main:574] : INFO : Epoch 1712 | loss: 0.0310402 | val_loss: 0.0310836 | Time: 3877.14 ms
[2022-04-17 10:57:23 main:574] : INFO : Epoch 1713 | loss: 0.0310389 | val_loss: 0.0310869 | Time: 3803.38 ms
[2022-04-17 10:57:27 main:574] : INFO : Epoch 1714 | loss: 0.0310383 | val_loss: 0.0310872 | Time: 3759.89 ms
[2022-04-17 10:57:31 main:574] : INFO : Epoch 1715 | loss: 0.0310372 | val_loss: 0.0310909 | Time: 3799.65 ms
[2022-04-17 10:57:35 main:574] : INFO : Epoch 1716 | loss: 0.0310406 | val_loss: 0.0310894 | Time: 3744.38 ms
[2022-04-17 10:57:38 main:574] : INFO : Epoch 1717 | loss: 0.0310392 | val_loss: 0.0310869 | Time: 3726.89 ms
[2022-04-17 10:57:42 main:574] : INFO : Epoch 1718 | loss: 0.0310382 | val_loss: 0.0310886 | Time: 3718.83 ms
[2022-04-17 10:57:46 main:574] : INFO : Epoch 1719 | loss: 0.0310435 | val_loss: 0.0310851 | Time: 3680.5 ms
[2022-04-17 10:57:50 main:574] : INFO : Epoch 1720 | loss: 0.0310452 | val_loss: 0.0310896 | Time: 3846.03 ms
[2022-04-17 10:57:53 main:574] : INFO : Epoch 1721 | loss: 0.0310455 | val_loss: 0.0311067 | Time: 3865.44 ms
[2022-04-17 10:57:57 main:574] : INFO : Epoch 1722 | loss: 0.0310437 | val_loss: 0.0310892 | Time: 3753.13 ms
[2022-04-17 10:58:01 main:574] : INFO : Epoch 1723 | loss: 0.0310472 | val_loss: 0.0310848 | Time: 3713.04 ms
[2022-04-17 10:58:05 main:574] : INFO : Epoch 1724 | loss: 0.0310532 | val_loss: 0.0310894 | Time: 3728.7 ms
[2022-04-17 10:58:08 main:574] : INFO : Epoch 1725 | loss: 0.0310539 | val_loss: 0.0310842 | Time: 3677.68 ms
[2022-04-17 10:58:12 main:574] : INFO : Epoch 1726 | loss: 0.0310472 | val_loss: 0.0310838 | Time: 3790.44 ms
[2022-04-17 10:58:16 main:574] : INFO : Epoch 1727 | loss: 0.031045 | val_loss: 0.0310843 | Time: 3805.09 ms
[2022-04-17 10:58:20 main:574] : INFO : Epoch 1728 | loss: 0.0310436 | val_loss: 0.0310809 | Time: 3748.74 ms
[2022-04-17 10:58:23 main:574] : INFO : Epoch 1729 | loss: 0.0310427 | val_loss: 0.0310819 | Time: 3721.28 ms
[2022-04-17 10:58:27 main:574] : INFO : Epoch 1730 | loss: 0.0310433 | val_loss: 0.031082 | Time: 3875.48 ms
[2022-04-17 10:58:31 main:574] : INFO : Epoch 1731 | loss: 0.0310491 | val_loss: 0.0310913 | Time: 3747.66 ms
[2022-04-17 10:58:35 main:574] : INFO : Epoch 1732 | loss: 0.0310453 | val_loss: 0.0310811 | Time: 3724.28 ms
[2022-04-17 10:58:39 main:574] : INFO : Epoch 1733 | loss: 0.0310403 | val_loss: 0.031082 | Time: 3723.1 ms
[2022-04-17 10:58:42 main:574] : INFO : Epoch 1734 | loss: 0.0310402 | val_loss: 0.0310823 | Time: 3809.49 ms
[2022-04-17 10:58:46 main:574] : INFO : Epoch 1735 | loss: 0.0310373 | val_loss: 0.0310807 | Time: 3788.79 ms
[2022-04-17 10:58:50 main:574] : INFO : Epoch 1736 | loss: 0.0310358 | val_loss: 0.0310846 | Time: 3726.94 ms
[2022-04-17 10:58:54 main:574] : INFO : Epoch 1737 | loss: 0.0310351 | val_loss: 0.0310853 | Time: 3704.14 ms
[2022-04-17 10:58:57 main:574] : INFO : Epoch 1738 | loss: 0.0310396 | val_loss: 0.0310812 | Time: 3759.79 ms
[2022-04-17 10:59:01 main:574] : INFO : Epoch 1739 | loss: 0.0310381 | val_loss: 0.0310853 | Time: 3908.21 ms
[2022-04-17 10:59:05 main:574] : INFO : Epoch 1740 | loss: 0.0310357 | val_loss: 0.0310836 | Time: 3836.5 ms
[2022-04-17 10:59:09 main:574] : INFO : Epoch 1741 | loss: 0.0310391 | val_loss: 0.0310866 | Time: 3781.28 ms
[2022-04-17 10:59:13 main:574] : INFO : Epoch 1742 | loss: 0.0310434 | val_loss: 0.0310884 | Time: 3722.19 ms
[2022-04-17 10:59:16 main:574] : INFO : Epoch 1743 | loss: 0.0310475 | val_loss: 0.0310903 | Time: 3713.41 ms
[2022-04-17 10:59:20 main:574] : INFO : Epoch 1744 | loss: 0.031043 | val_loss: 0.0310926 | Time: 3729.72 ms
[2022-04-17 10:59:24 main:574] : INFO : Epoch 1745 | loss: 0.0310437 | val_loss: 0.0310822 | Time: 3709.73 ms
[2022-04-17 10:59:28 main:574] : INFO : Epoch 1746 | loss: 0.0310428 | val_loss: 0.0310812 | Time: 3736.4 ms
[2022-04-17 10:59:31 main:574] : INFO : Epoch 1747 | loss: 0.0310423 | val_loss: 0.0310835 | Time: 3758.26 ms
[2022-04-17 10:59:35 main:574] : INFO : Epoch 1748 | loss: 0.0310416 | val_loss: 0.0310892 | Time: 3898.32 ms
[2022-04-17 10:59:39 main:574] : INFO : Epoch 1749 | loss: 0.0310464 | val_loss: 0.0311018 | Time: 3826.98 ms
[2022-04-17 10:59:43 main:574] : INFO : Epoch 1750 | loss: 0.031044 | val_loss: 0.0310866 | Time: 3768.36 ms
[2022-04-17 10:59:47 main:574] : INFO : Epoch 1751 | loss: 0.0310436 | val_loss: 0.0310888 | Time: 3806.1 ms
[2022-04-17 10:59:50 main:574] : INFO : Epoch 1752 | loss: 0.0310422 | val_loss: 0.0310818 | Time: 3754.67 ms
[2022-04-17 10:59:54 main:574] : INFO : Epoch 1753 | loss: 0.031039 | val_loss: 0.0310856 | Time: 3719.95 ms
[2022-04-17 10:59:58 main:574] : INFO : Epoch 1754 | loss: 0.0310389 | val_loss: 0.031088 | Time: 3709.51 ms
[2022-04-17 11:00:02 main:574] : INFO : Epoch 1755 | loss: 0.0310398 | val_loss: 0.0310908 | Time: 3741.48 ms
[2022-04-17 11:00:05 main:574] : INFO : Epoch 1756 | loss: 0.0310406 | val_loss: 0.0310841 | Time: 3691.13 ms
[2022-04-17 11:00:09 main:574] : INFO : Epoch 1757 | loss: 0.0310489 | val_loss: 0.0310899 | Time: 3744.95 ms
[2022-04-17 11:00:13 main:574] : INFO : Epoch 1758 | loss: 0.0310497 | val_loss: 0.031089 | Time: 3840.31 ms
[2022-04-17 11:00:17 main:574] : INFO : Epoch 1759 | loss: 0.0310458 | val_loss: 0.0310828 | Time: 3787.09 ms
[2022-04-17 11:00:20 main:574] : INFO : Epoch 1760 | loss: 0.031043 | val_loss: 0.0310832 | Time: 3759.37 ms
[2022-04-17 11:00:24 main:574] : INFO : Epoch 1761 | loss: 0.0310445 | val_loss: 0.0310842 | Time: 3740.25 ms
[2022-04-17 11:00:28 main:574] : INFO : Epoch 1762 | loss: 0.031041 | val_loss: 0.0310806 | Time: 3735.21 ms
[2022-04-17 11:00:32 main:574] : INFO : Epoch 1763 | loss: 0.0310401 | val_loss: 0.0310799 | Time: 3736.55 ms
[2022-04-17 11:00:35 main:574] : INFO : Epoch 1764 | loss: 0.031041 | val_loss: 0.0310925 | Time: 3771.16 ms
[2022-04-17 11:00:39 main:574] : INFO : Epoch 1765 | loss: 0.0310414 | val_loss: 0.0310918 | Time: 3733.48 ms
[2022-04-17 11:00:43 main:574] : INFO : Epoch 1766 | loss: 0.0310395 | val_loss: 0.0310812 | Time: 3706.58 ms
[2022-04-17 11:00:47 main:574] : INFO : Epoch 1767 | loss: 0.0310369 | val_loss: 0.0310864 | Time: 3839.01 ms
[2022-04-17 11:00:50 main:574] : INFO : Epoch 1768 | loss: 0.0310338 | val_loss: 0.0310889 | Time: 3757.55 ms
[2022-04-17 11:00:54 main:574] : INFO : Epoch 1769 | loss: 0.0310567 | val_loss: 0.0311104 | Time: 3724.86 ms
[2022-04-17 11:00:58 main:574] : INFO : Epoch 1770 | loss: 0.0310773 | val_loss: 0.0311011 | Time: 3798.02 ms
[2022-04-17 11:01:02 main:574] : INFO : Epoch 1771 | loss: 0.031063 | val_loss: 0.0310897 | Time: 3877.32 ms
[2022-04-17 11:01:06 main:574] : INFO : Epoch 1772 | loss: 0.0310644 | val_loss: 0.0311021 | Time: 3704.12 ms
[2022-04-17 11:01:09 main:574] : INFO : Epoch 1773 | loss: 0.031067 | val_loss: 0.0310954 | Time: 3781.52 ms
[2022-04-17 11:01:13 main:574] : INFO : Epoch 1774 | loss: 0.031069 | val_loss: 0.0311007 | Time: 3741.07 ms
[2022-04-17 11:01:17 main:574] : INFO : Epoch 1775 | loss: 0.0310654 | val_loss: 0.0311011 | Time: 3726.38 ms
[2022-04-17 11:01:21 main:574] : INFO : Epoch 1776 | loss: 0.0310584 | val_loss: 0.031087 | Time: 3955.9 ms
[2022-04-17 11:01:25 main:574] : INFO : Epoch 1777 | loss: 0.0310559 | val_loss: 0.0310923 | Time: 3884.64 ms
[2022-04-17 11:01:28 main:574] : INFO : Epoch 1778 | loss: 0.0310516 | val_loss: 0.0310942 | Time: 3803.38 ms
[2022-04-17 11:01:32 main:574] : INFO : Epoch 1779 | loss: 0.0310461 | val_loss: 0.0310861 | Time: 3748.17 ms
[2022-04-17 11:01:36 main:574] : INFO : Epoch 1780 | loss: 0.0310454 | val_loss: 0.0310859 | Time: 3739.72 ms
[2022-04-17 11:01:40 main:574] : INFO : Epoch 1781 | loss: 0.0310463 | val_loss: 0.0310833 | Time: 3697.75 ms
[2022-04-17 11:01:43 main:574] : INFO : Epoch 1782 | loss: 0.0310424 | val_loss: 0.0310886 | Time: 3773.34 ms
[2022-04-17 11:01:47 main:574] : INFO : Epoch 1783 | loss: 0.0310432 | val_loss: 0.0310908 | Time: 3749.15 ms
[2022-04-17 11:01:51 main:574] : INFO : Epoch 1784 | loss: 0.0310436 | val_loss: 0.031089 | Time: 3722.2 ms
[2022-04-17 11:01:55 main:574] : INFO : Epoch 1785 | loss: 0.0310405 | val_loss: 0.0310805 | Time: 3755.7 ms
[2022-04-17 11:01:59 main:574] : INFO : Epoch 1786 | loss: 0.0310389 | val_loss: 0.0310874 | Time: 3845.23 ms
[2022-04-17 11:02:02 main:574] : INFO : Epoch 1787 | loss: 0.0310369 | val_loss: 0.0310875 | Time: 3746.37 ms
[2022-04-17 11:02:06 main:574] : INFO : Epoch 1788 | loss: 0.0310355 | val_loss: 0.0310859 | Time: 3779.48 ms
[2022-04-17 11:02:10 main:574] : INFO : Epoch 1789 | loss: 0.0310353 | val_loss: 0.0310849 | Time: 3693.81 ms
[2022-04-17 11:02:14 main:574] : INFO : Epoch 1790 | loss: 0.0310379 | val_loss: 0.0310898 | Time: 3752.51 ms
[2022-04-17 11:02:17 main:574] : INFO : Epoch 1791 | loss: 0.0310364 | val_loss: 0.0310859 | Time: 3740.98 ms
[2022-04-17 11:02:21 main:574] : INFO : Epoch 1792 | loss: 0.031033 | val_loss: 0.0310874 | Time: 3689.17 ms
[2022-04-17 11:02:25 main:574] : INFO : Epoch 1793 | loss: 0.0310305 | val_loss: 0.0310811 | Time: 3803.08 ms
[2022-04-17 11:02:28 main:574] : INFO : Epoch 1794 | loss: 0.0310303 | val_loss: 0.0310856 | Time: 3715.6 ms
[2022-04-17 11:02:32 main:574] : INFO : Epoch 1795 | loss: 0.0310294 | val_loss: 0.0310811 | Time: 3868.67 ms
[2022-04-17 11:02:36 main:574] : INFO : Epoch 1796 | loss: 0.0310316 | val_loss: 0.0310852 | Time: 3880.31 ms
[2022-04-17 11:02:40 main:574] : INFO : Epoch 1797 | loss: 0.0310322 | val_loss: 0.0310841 | Time: 3807.94 ms
[2022-04-17 11:02:44 main:574] : INFO : Epoch 1798 | loss: 0.0310315 | val_loss: 0.0310825 | Time: 3715.29 ms
[2022-04-17 11:02:48 main:574] : INFO : Epoch 1799 | loss: 0.0310318 | val_loss: 0.0310869 | Time: 3815.15 ms
[2022-04-17 11:02:51 main:574] : INFO : Epoch 1800 | loss: 0.0310439 | val_loss: 0.0310886 | Time: 3710.33 ms
[2022-04-17 11:02:55 main:574] : INFO : Epoch 1801 | loss: 0.0310426 | val_loss: 0.0310884 | Time: 3711.16 ms
[2022-04-17 11:02:59 main:574] : INFO : Epoch 1802 | loss: 0.0310359 | val_loss: 0.0310842 | Time: 3826.54 ms
[2022-04-17 11:03:03 main:574] : INFO : Epoch 1803 | loss: 0.0310371 | val_loss: 0.0310913 | Time: 3702.52 ms
[2022-04-17 11:03:06 main:574] : INFO : Epoch 1804 | loss: 0.0310358 | val_loss: 0.031091 | Time: 3769.17 ms
[2022-04-17 11:03:10 main:574] : INFO : Epoch 1805 | loss: 0.0310348 | val_loss: 0.0310807 | Time: 3764.68 ms
[2022-04-17 11:03:14 main:574] : INFO : Epoch 1806 | loss: 0.0310351 | val_loss: 0.0310883 | Time: 3728.45 ms
[2022-04-17 11:03:18 main:574] : INFO : Epoch 1807 | loss: 0.0310329 | val_loss: 0.0310803 | Time: 3725 ms
[2022-04-17 11:03:21 main:574] : INFO : Epoch 1808 | loss: 0.0310338 | val_loss: 0.0310831 | Time: 3740.94 ms
[2022-04-17 11:03:25 main:574] : INFO : Epoch 1809 | loss: 0.0310323 | val_loss: 0.0310845 | Time: 3690.66 ms
[2022-04-17 11:03:29 main:574] : INFO : Epoch 1810 | loss: 0.0310337 | val_loss: 0.0310824 | Time: 3770.65 ms
[2022-04-17 11:03:33 main:574] : INFO : Epoch 1811 | loss: 0.0310332 | val_loss: 0.0310877 | Time: 3760.45 ms
[2022-04-17 11:03:36 main:574] : INFO : Epoch 1812 | loss: 0.0310337 | val_loss: 0.031079 | Time: 3720.17 ms
[2022-04-17 11:03:40 main:574] : INFO : Epoch 1813 | loss: 0.0310328 | val_loss: 0.0310854 | Time: 3709.43 ms
[2022-04-17 11:03:44 main:574] : INFO : Epoch 1814 | loss: 0.0310334 | val_loss: 0.0310785 | Time: 3901.83 ms
[2022-04-17 11:03:48 main:574] : INFO : Epoch 1815 | loss: 0.0310345 | val_loss: 0.0310856 | Time: 3826.37 ms
[2022-04-17 11:03:52 main:574] : INFO : Epoch 1816 | loss: 0.0310314 | val_loss: 0.0310833 | Time: 3827.72 ms
[2022-04-17 11:03:55 main:574] : INFO : Epoch 1817 | loss: 0.0310315 | val_loss: 0.0310844 | Time: 3660.24 ms
[2022-04-17 11:03:59 main:574] : INFO : Epoch 1818 | loss: 0.0310334 | val_loss: 0.0310784 | Time: 3675.99 ms
[2022-04-17 11:04:03 main:574] : INFO : Epoch 1819 | loss: 0.0310338 | val_loss: 0.0310892 | Time: 3684.76 ms
[2022-04-17 11:04:06 main:574] : INFO : Epoch 1820 | loss: 0.0310377 | val_loss: 0.0310848 | Time: 3685.95 ms
[2022-04-17 11:04:10 main:574] : INFO : Epoch 1821 | loss: 0.0310353 | val_loss: 0.0310797 | Time: 3694.17 ms
[2022-04-17 11:04:14 main:574] : INFO : Epoch 1822 | loss: 0.0310327 | val_loss: 0.0310829 | Time: 3695.25 ms
[2022-04-17 11:04:18 main:574] : INFO : Epoch 1823 | loss: 0.0310356 | val_loss: 0.0310818 | Time: 3891.7 ms
[2022-04-17 11:04:21 main:574] : INFO : Epoch 1824 | loss: 0.0310431 | val_loss: 0.0310855 | Time: 3794.19 ms
[2022-04-17 11:04:25 main:574] : INFO : Epoch 1825 | loss: 0.0310413 | val_loss: 0.0310835 | Time: 3747.5 ms
[2022-04-17 11:04:29 main:574] : INFO : Epoch 1826 | loss: 0.0310424 | val_loss: 0.0310837 | Time: 3728.17 ms
[2022-04-17 11:04:33 main:574] : INFO : Epoch 1827 | loss: 0.0310416 | val_loss: 0.0310879 | Time: 3808.88 ms
[2022-04-17 11:04:36 main:574] : INFO : Epoch 1828 | loss: 0.0310408 | val_loss: 0.0310815 | Time: 3754.19 ms
[2022-04-17 11:04:40 main:574] : INFO : Epoch 1829 | loss: 0.0310463 | val_loss: 0.0310868 | Time: 3664.58 ms
[2022-04-17 11:04:44 main:574] : INFO : Epoch 1830 | loss: 0.031051 | val_loss: 0.0310892 | Time: 3664.59 ms
[2022-04-17 11:04:47 main:574] : INFO : Epoch 1831 | loss: 0.0310484 | val_loss: 0.0310877 | Time: 3661.8 ms
[2022-04-17 11:04:51 main:574] : INFO : Epoch 1832 | loss: 0.031049 | val_loss: 0.0310891 | Time: 3743.39 ms
[2022-04-17 11:04:55 main:574] : INFO : Epoch 1833 | loss: 0.0310436 | val_loss: 0.0310865 | Time: 3890.33 ms
[2022-04-17 11:04:59 main:574] : INFO : Epoch 1834 | loss: 0.0310424 | val_loss: 0.0310906 | Time: 3860 ms
[2022-04-17 11:05:03 main:574] : INFO : Epoch 1835 | loss: 0.0310497 | val_loss: 0.0311013 | Time: 3748.19 ms
[2022-04-17 11:05:06 main:574] : INFO : Epoch 1836 | loss: 0.0310518 | val_loss: 0.0310884 | Time: 3732.35 ms
[2022-04-17 11:05:10 main:574] : INFO : Epoch 1837 | loss: 0.0310521 | val_loss: 0.031084 | Time: 3670.51 ms
[2022-04-17 11:05:14 main:574] : INFO : Epoch 1838 | loss: 0.0310559 | val_loss: 0.031088 | Time: 3871.17 ms
[2022-04-17 11:05:28 main:574] : INFO : Epoch 1839 | loss: 0.031053 | val_loss: 0.0310919 | Time: 13649.6 ms
[2022-04-17 11:05:31 main:574] : INFO : Epoch 1840 | loss: 0.0310554 | val_loss: 0.0310921 | Time: 3597.22 ms
[2022-04-17 11:05:35 main:574] : INFO : Epoch 1841 | loss: 0.0310561 | val_loss: 0.0310892 | Time: 3589.29 ms
[2022-04-17 11:05:39 main:574] : INFO : Epoch 1842 | loss: 0.0310518 | val_loss: 0.0310854 | Time: 3729.51 ms
[2022-04-17 11:05:42 main:574] : INFO : Epoch 1843 | loss: 0.0310504 | val_loss: 0.0310884 | Time: 3868.2 ms
[2022-04-17 11:05:46 main:574] : INFO : Epoch 1844 | loss: 0.0310478 | val_loss: 0.0310889 | Time: 3743.67 ms
[2022-04-17 11:05:50 main:574] : INFO : Epoch 1845 | loss: 0.0310503 | val_loss: 0.0310917 | Time: 3656.69 ms
[2022-04-17 11:05:54 main:574] : INFO : Epoch 1846 | loss: 0.0310514 | val_loss: 0.0310816 | Time: 3746.33 ms
[2022-04-17 11:05:57 main:574] : INFO : Epoch 1847 | loss: 0.0310482 | val_loss: 0.0310861 | Time: 3720.65 ms
[2022-04-17 11:06:01 main:574] : INFO : Epoch 1848 | loss: 0.0310461 | val_loss: 0.0310849 | Time: 3778.39 ms
[2022-04-17 11:06:05 main:574] : INFO : Epoch 1849 | loss: 0.0310426 | val_loss: 0.0310918 | Time: 3714.28 ms
[2022-04-17 11:06:09 main:574] : INFO : Epoch 1850 | loss: 0.0310455 | val_loss: 0.0310868 | Time: 3734.7 ms
[2022-04-17 11:06:12 main:574] : INFO : Epoch 1851 | loss: 0.0310428 | val_loss: 0.0310924 | Time: 3751.79 ms
[2022-04-17 11:06:16 main:574] : INFO : Epoch 1852 | loss: 0.03104 | val_loss: 0.0310837 | Time: 3885.03 ms
[2022-04-17 11:06:20 main:574] : INFO : Epoch 1853 | loss: 0.0310405 | val_loss: 0.0310899 | Time: 3703.93 ms
[2022-04-17 11:06:24 main:574] : INFO : Epoch 1854 | loss: 0.0310407 | val_loss: 0.0310897 | Time: 3752.97 ms
[2022-04-17 11:06:27 main:574] : INFO : Epoch 1855 | loss: 0.0310435 | val_loss: 0.0310887 | Time: 3665.21 ms
[2022-04-17 11:06:31 main:574] : INFO : Epoch 1856 | loss: 0.0310413 | val_loss: 0.0310865 | Time: 3704.42 ms
[2022-04-17 11:06:35 main:574] : INFO : Epoch 1857 | loss: 0.0310379 | val_loss: 0.0310916 | Time: 3636.17 ms
[2022-04-17 11:06:38 main:574] : INFO : Epoch 1858 | loss: 0.0310405 | val_loss: 0.0310851 | Time: 3744.67 ms
[2022-04-17 11:06:42 main:574] : INFO : Epoch 1859 | loss: 0.0310348 | val_loss: 0.0310857 | Time: 3704.69 ms
[2022-04-17 11:06:46 main:574] : INFO : Epoch 1860 | loss: 0.031035 | val_loss: 0.0310881 | Time: 3684.41 ms
[2022-04-17 11:06:49 main:574] : INFO : Epoch 1861 | loss: 0.0310322 | val_loss: 0.0310868 | Time: 3703.04 ms
[2022-04-17 11:06:53 main:574] : INFO : Epoch 1862 | loss: 0.031033 | val_loss: 0.03108 | Time: 3761.88 ms
[2022-04-17 11:06:57 main:574] : INFO : Epoch 1863 | loss: 0.0310353 | val_loss: 0.0310789 | Time: 3715.03 ms
[2022-04-17 11:07:01 main:574] : INFO : Epoch 1864 | loss: 0.0310341 | val_loss: 0.0310806 | Time: 3709.52 ms
[2022-04-17 11:07:05 main:574] : INFO : Epoch 1865 | loss: 0.0310375 | val_loss: 0.0310798 | Time: 3809.67 ms
[2022-04-17 11:07:08 main:574] : INFO : Epoch 1866 | loss: 0.0310393 | val_loss: 0.0310779 | Time: 3710.76 ms
[2022-04-17 11:07:12 main:574] : INFO : Epoch 1867 | loss: 0.0310366 | val_loss: 0.0310821 | Time: 3656.86 ms
[2022-04-17 11:07:16 main:574] : INFO : Epoch 1868 | loss: 0.0310381 | val_loss: 0.0310884 | Time: 3626.83 ms
[2022-04-17 11:07:19 main:574] : INFO : Epoch 1869 | loss: 0.0310343 | val_loss: 0.0310846 | Time: 3678.21 ms
[2022-04-17 11:07:23 main:574] : INFO : Epoch 1870 | loss: 0.0310328 | val_loss: 0.0310798 | Time: 3665.54 ms
[2022-04-17 11:07:27 main:574] : INFO : Epoch 1871 | loss: 0.0310326 | val_loss: 0.031083 | Time: 3804.27 ms
[2022-04-17 11:07:30 main:574] : INFO : Epoch 1872 | loss: 0.0310352 | val_loss: 0.0310864 | Time: 3693.99 ms
[2022-04-17 11:07:34 main:574] : INFO : Epoch 1873 | loss: 0.0310345 | val_loss: 0.0310796 | Time: 3720.17 ms
[2022-04-17 11:07:38 main:574] : INFO : Epoch 1874 | loss: 0.0310322 | val_loss: 0.0310818 | Time: 3690.05 ms
[2022-04-17 11:07:41 main:574] : INFO : Epoch 1875 | loss: 0.0310325 | val_loss: 0.0310819 | Time: 3687.99 ms
[2022-04-17 11:07:45 main:574] : INFO : Epoch 1876 | loss: 0.0310338 | val_loss: 0.0310874 | Time: 3654.12 ms
[2022-04-17 11:07:49 main:574] : INFO : Epoch 1877 | loss: 0.0310363 | val_loss: 0.0310822 | Time: 3698.02 ms
[2022-04-17 11:07:53 main:574] : INFO : Epoch 1878 | loss: 0.031037 | val_loss: 0.0310843 | Time: 3769.76 ms
[2022-04-17 11:07:56 main:574] : INFO : Epoch 1879 | loss: 0.0310364 | val_loss: 0.0310898 | Time: 3752.75 ms
[2022-04-17 11:08:00 main:574] : INFO : Epoch 1880 | loss: 0.0310591 | val_loss: 0.0311185 | Time: 3697.45 ms
[2022-04-17 11:08:04 main:574] : INFO : Epoch 1881 | loss: 0.032314 | val_loss: 0.0363309 | Time: 3842 ms
[2022-04-17 11:08:08 main:574] : INFO : Epoch 1882 | loss: 0.0333854 | val_loss: 0.0358842 | Time: 3751.18 ms
[2022-04-17 11:08:11 main:574] : INFO : Epoch 1883 | loss: 0.0322065 | val_loss: 0.0314376 | Time: 3702.01 ms
[2022-04-17 11:08:15 main:574] : INFO : Epoch 1884 | loss: 0.0312808 | val_loss: 0.0311754 | Time: 3703.61 ms
[2022-04-17 11:08:19 main:574] : INFO : Epoch 1885 | loss: 0.0311165 | val_loss: 0.0311109 | Time: 3699.95 ms
[2022-04-17 11:08:23 main:574] : INFO : Epoch 1886 | loss: 0.0310597 | val_loss: 0.03109 | Time: 3709.08 ms
[2022-04-17 11:08:26 main:574] : INFO : Epoch 1887 | loss: 0.031046 | val_loss: 0.0310896 | Time: 3727.95 ms
[2022-04-17 11:08:30 main:574] : INFO : Epoch 1888 | loss: 0.0310399 | val_loss: 0.0310838 | Time: 3724.91 ms
[2022-04-17 11:08:34 main:574] : INFO : Epoch 1889 | loss: 0.0310355 | val_loss: 0.0310838 | Time: 3789.52 ms
[2022-04-17 11:08:38 main:574] : INFO : Epoch 1890 | loss: 0.0310324 | val_loss: 0.0310881 | Time: 3819.97 ms
[2022-04-17 11:08:41 main:574] : INFO : Epoch 1891 | loss: 0.031035 | val_loss: 0.0310862 | Time: 3785.88 ms
[2022-04-17 11:08:45 main:574] : INFO : Epoch 1892 | loss: 0.0310327 | val_loss: 0.0310886 | Time: 3690.29 ms
[2022-04-17 11:08:49 main:574] : INFO : Epoch 1893 | loss: 0.031032 | val_loss: 0.0310857 | Time: 3678.69 ms
[2022-04-17 11:08:52 main:574] : INFO : Epoch 1894 | loss: 0.031034 | val_loss: 0.0310846 | Time: 3670.09 ms
[2022-04-17 11:08:56 main:574] : INFO : Epoch 1895 | loss: 0.0310366 | val_loss: 0.0310867 | Time: 3737.77 ms
[2022-04-17 11:09:00 main:574] : INFO : Epoch 1896 | loss: 0.0310338 | val_loss: 0.0310824 | Time: 3645.07 ms
[2022-04-17 11:09:04 main:574] : INFO : Epoch 1897 | loss: 0.0310373 | val_loss: 0.0310895 | Time: 3725.87 ms
[2022-04-17 11:09:07 main:574] : INFO : Epoch 1898 | loss: 0.0310416 | val_loss: 0.0310941 | Time: 3776.65 ms
[2022-04-17 11:09:11 main:574] : INFO : Epoch 1899 | loss: 0.0310386 | val_loss: 0.0310868 | Time: 3863.79 ms
[2022-04-17 11:09:15 main:574] : INFO : Epoch 1900 | loss: 0.0310342 | val_loss: 0.0310856 | Time: 3691.62 ms
[2022-04-17 11:09:19 main:574] : INFO : Epoch 1901 | loss: 0.0310321 | val_loss: 0.031091 | Time: 3727.17 ms
[2022-04-17 11:09:22 main:574] : INFO : Epoch 1902 | loss: 0.0310329 | val_loss: 0.0310874 | Time: 3793.12 ms
[2022-04-17 11:09:26 main:574] : INFO : Epoch 1903 | loss: 0.0310378 | val_loss: 0.0310937 | Time: 3810.31 ms
[2022-04-17 11:09:30 main:574] : INFO : Epoch 1904 | loss: 0.0310364 | val_loss: 0.0310862 | Time: 3655.44 ms
[2022-04-17 11:09:34 main:574] : INFO : Epoch 1905 | loss: 0.0310385 | val_loss: 0.031083 | Time: 3709.2 ms
[2022-04-17 11:09:37 main:574] : INFO : Epoch 1906 | loss: 0.0310429 | val_loss: 0.0310857 | Time: 3723.74 ms
[2022-04-17 11:09:41 main:574] : INFO : Epoch 1907 | loss: 0.0310455 | val_loss: 0.0310953 | Time: 3703.64 ms
[2022-04-17 11:09:45 main:574] : INFO : Epoch 1908 | loss: 0.0310524 | val_loss: 0.0310929 | Time: 3674.81 ms
[2022-04-17 11:09:49 main:574] : INFO : Epoch 1909 | loss: 0.0310443 | val_loss: 0.031087 | Time: 3867.06 ms
[2022-04-17 11:09:52 main:574] : INFO : Epoch 1910 | loss: 0.0310447 | val_loss: 0.0310847 | Time: 3837.64 ms
[2022-04-17 11:09:56 main:574] : INFO : Epoch 1911 | loss: 0.0310398 | val_loss: 0.0310819 | Time: 3734.2 ms
[2022-04-17 11:10:00 main:574] : INFO : Epoch 1912 | loss: 0.0310408 | val_loss: 0.0310823 | Time: 3708.41 ms
[2022-04-17 11:10:04 main:574] : INFO : Epoch 1913 | loss: 0.0310399 | val_loss: 0.0310829 | Time: 3643.89 ms
[2022-04-17 11:10:07 main:574] : INFO : Epoch 1914 | loss: 0.031038 | val_loss: 0.0310895 | Time: 3722.58 ms
[2022-04-17 11:10:11 main:574] : INFO : Epoch 1915 | loss: 0.0310333 | val_loss: 0.0310823 | Time: 3657.96 ms
[2022-04-17 11:10:15 main:574] : INFO : Epoch 1916 | loss: 0.0310326 | val_loss: 0.0310858 | Time: 3727.17 ms
[2022-04-17 11:10:19 main:574] : INFO : Epoch 1917 | loss: 0.0310389 | val_loss: 0.0310861 | Time: 4244.01 ms
[2022-04-17 11:10:24 main:574] : INFO : Epoch 1918 | loss: 0.0310394 | val_loss: 0.031089 | Time: 4723.18 ms
[2022-04-17 11:10:28 main:574] : INFO : Epoch 1919 | loss: 0.0310381 | val_loss: 0.0310886 | Time: 4716.94 ms
[2022-04-17 11:10:33 main:574] : INFO : Epoch 1920 | loss: 0.0310351 | val_loss: 0.0310841 | Time: 4815.97 ms
[2022-04-17 11:10:38 main:574] : INFO : Epoch 1921 | loss: 0.0310356 | val_loss: 0.0310906 | Time: 4784.92 ms
[2022-04-17 11:10:43 main:574] : INFO : Epoch 1922 | loss: 0.0310334 | val_loss: 0.0310832 | Time: 4671.16 ms
[2022-04-17 11:10:47 main:574] : INFO : Epoch 1923 | loss: 0.0310353 | val_loss: 0.0310784 | Time: 4804.1 ms
[2022-04-17 11:10:52 main:574] : INFO : Epoch 1924 | loss: 0.0310346 | val_loss: 0.0310826 | Time: 4768.4 ms
[2022-04-17 11:10:57 main:574] : INFO : Epoch 1925 | loss: 0.031034 | val_loss: 0.0310822 | Time: 4860.84 ms
[2022-04-17 11:11:02 main:574] : INFO : Epoch 1926 | loss: 0.0310354 | val_loss: 0.0310867 | Time: 4955.46 ms
[2022-04-17 11:11:07 main:574] : INFO : Epoch 1927 | loss: 0.031033 | val_loss: 0.0310828 | Time: 4857.02 ms
[2022-04-17 11:11:12 main:574] : INFO : Epoch 1928 | loss: 0.0310397 | val_loss: 0.0310841 | Time: 4805.81 ms
[2022-04-17 11:11:16 main:574] : INFO : Epoch 1929 | loss: 0.0310392 | val_loss: 0.0310837 | Time: 4722.32 ms
[2022-04-17 11:11:21 main:574] : INFO : Epoch 1930 | loss: 0.031037 | val_loss: 0.0310859 | Time: 4755.92 ms
[2022-04-17 11:11:26 main:574] : INFO : Epoch 1931 | loss: 0.0310401 | val_loss: 0.0310853 | Time: 4852.97 ms
[2022-04-17 11:11:31 main:574] : INFO : Epoch 1932 | loss: 0.0310384 | val_loss: 0.03108 | Time: 4693.35 ms
[2022-04-17 11:11:36 main:574] : INFO : Epoch 1933 | loss: 0.0310344 | val_loss: 0.0310827 | Time: 4858.21 ms
[2022-04-17 11:11:41 main:574] : INFO : Epoch 1934 | loss: 0.0310388 | val_loss: 0.0310812 | Time: 4884.32 ms
[2022-04-17 11:11:45 main:574] : INFO : Epoch 1935 | loss: 0.0310401 | val_loss: 0.0310812 | Time: 4812.73 ms
[2022-04-17 11:11:50 main:574] : INFO : Epoch 1936 | loss: 0.0310351 | val_loss: 0.0310834 | Time: 4773.67 ms
[2022-04-17 11:11:55 main:574] : INFO : Epoch 1937 | loss: 0.0310384 | val_loss: 0.0310835 | Time: 4820.75 ms
[2022-04-17 11:12:00 main:574] : INFO : Epoch 1938 | loss: 0.0310547 | val_loss: 0.0310938 | Time: 4770.82 ms
[2022-04-17 11:12:04 main:574] : INFO : Epoch 1939 | loss: 0.0310583 | val_loss: 0.0310828 | Time: 4706.43 ms
[2022-04-17 11:12:09 main:574] : INFO : Epoch 1940 | loss: 0.0310473 | val_loss: 0.0310865 | Time: 4845.42 ms
[2022-04-17 11:12:14 main:574] : INFO : Epoch 1941 | loss: 0.0310466 | val_loss: 0.0310895 | Time: 4935.11 ms
[2022-04-17 11:12:19 main:574] : INFO : Epoch 1942 | loss: 0.031047 | val_loss: 0.0310886 | Time: 4792.57 ms
[2022-04-17 11:12:24 main:574] : INFO : Epoch 1943 | loss: 0.0310454 | val_loss: 0.0310867 | Time: 4806.68 ms
[2022-04-17 11:12:29 main:574] : INFO : Epoch 1944 | loss: 0.0310399 | val_loss: 0.0310881 | Time: 4801.16 ms
[2022-04-17 11:12:34 main:574] : INFO : Epoch 1945 | loss: 0.03104 | val_loss: 0.0310881 | Time: 4831.37 ms
[2022-04-17 11:12:38 main:574] : INFO : Epoch 1946 | loss: 0.0310421 | val_loss: 0.0310817 | Time: 4727.45 ms
[2022-04-17 11:12:43 main:574] : INFO : Epoch 1947 | loss: 0.0310415 | val_loss: 0.031091 | Time: 4885.06 ms
[2022-04-17 11:12:48 main:574] : INFO : Epoch 1948 | loss: 0.0310386 | val_loss: 0.0310925 | Time: 4899.12 ms
[2022-04-17 11:12:53 main:574] : INFO : Epoch 1949 | loss: 0.0310368 | val_loss: 0.0310892 | Time: 4747.9 ms
[2022-04-17 11:12:58 main:574] : INFO : Epoch 1950 | loss: 0.0310374 | val_loss: 0.0310862 | Time: 4849.9 ms
[2022-04-17 11:13:03 main:574] : INFO : Epoch 1951 | loss: 0.0310504 | val_loss: 0.0310853 | Time: 4881.6 ms
[2022-04-17 11:13:07 main:574] : INFO : Epoch 1952 | loss: 0.0310582 | val_loss: 0.0310878 | Time: 4847.38 ms
[2022-04-17 11:13:12 main:574] : INFO : Epoch 1953 | loss: 0.0310552 | val_loss: 0.0310874 | Time: 4784.19 ms
[2022-04-17 11:13:17 main:574] : INFO : Epoch 1954 | loss: 0.03105 | val_loss: 0.0310817 | Time: 4811.85 ms
[2022-04-17 11:13:22 main:574] : INFO : Epoch 1955 | loss: 0.031046 | val_loss: 0.0310855 | Time: 5060.71 ms
[2022-04-17 11:13:27 main:574] : INFO : Epoch 1956 | loss: 0.0310422 | val_loss: 0.0310834 | Time: 4844.06 ms
[2022-04-17 11:13:32 main:574] : INFO : Epoch 1957 | loss: 0.0310389 | val_loss: 0.0310859 | Time: 4872.14 ms
[2022-04-17 11:13:37 main:574] : INFO : Epoch 1958 | loss: 0.0310383 | val_loss: 0.0310908 | Time: 4780.3 ms
[2022-04-17 11:13:41 main:574] : INFO : Epoch 1959 | loss: 0.0310389 | val_loss: 0.0310847 | Time: 4830.14 ms
[2022-04-17 11:13:46 main:574] : INFO : Epoch 1960 | loss: 0.0310356 | val_loss: 0.0310836 | Time: 4665.12 ms
[2022-04-17 11:13:51 main:574] : INFO : Epoch 1961 | loss: 0.0310346 | val_loss: 0.0310841 | Time: 4799.92 ms
[2022-04-17 11:13:56 main:574] : INFO : Epoch 1962 | loss: 0.0310326 | val_loss: 0.0310827 | Time: 4843.65 ms
[2022-04-17 11:14:01 main:574] : INFO : Epoch 1963 | loss: 0.0310307 | val_loss: 0.0310847 | Time: 4838.23 ms
[2022-04-17 11:14:05 main:574] : INFO : Epoch 1964 | loss: 0.0310317 | val_loss: 0.0310778 | Time: 4897.71 ms
[2022-04-17 11:14:10 main:574] : INFO : Epoch 1965 | loss: 0.0310315 | val_loss: 0.0310823 | Time: 4848.11 ms
[2022-04-17 11:14:15 main:574] : INFO : Epoch 1966 | loss: 0.031035 | val_loss: 0.0310898 | Time: 4730.12 ms
[2022-04-17 11:14:20 main:574] : INFO : Epoch 1967 | loss: 0.0310368 | val_loss: 0.0310849 | Time: 4799.85 ms
[2022-04-17 11:14:25 main:574] : INFO : Epoch 1968 | loss: 0.0310394 | val_loss: 0.0310918 | Time: 4793.48 ms
[2022-04-17 11:14:29 main:574] : INFO : Epoch 1969 | loss: 0.0310327 | val_loss: 0.0310849 | Time: 4783.51 ms
[2022-04-17 11:14:34 main:574] : INFO : Epoch 1970 | loss: 0.0310335 | val_loss: 0.0310863 | Time: 4836.3 ms
[2022-04-17 11:14:39 main:574] : INFO : Epoch 1971 | loss: 0.0310316 | val_loss: 0.0310825 | Time: 4873.26 ms
[2022-04-17 11:14:44 main:574] : INFO : Epoch 1972 | loss: 0.0310322 | val_loss: 0.0310826 | Time: 4983.07 ms
[2022-04-17 11:14:49 main:574] : INFO : Epoch 1973 | loss: 0.0310353 | val_loss: 0.0310817 | Time: 4709.75 ms
[2022-04-17 11:14:54 main:574] : INFO : Epoch 1974 | loss: 0.0310341 | val_loss: 0.0310855 | Time: 4776.79 ms
[2022-04-17 11:14:59 main:574] : INFO : Epoch 1975 | loss: 0.0310303 | val_loss: 0.0310887 | Time: 4850.59 ms
[2022-04-17 11:15:03 main:574] : INFO : Epoch 1976 | loss: 0.0310332 | val_loss: 0.0310822 | Time: 4868.74 ms
[2022-04-17 11:15:08 main:574] : INFO : Epoch 1977 | loss: 0.0310325 | val_loss: 0.0310864 | Time: 4913.93 ms
[2022-04-17 11:15:13 main:574] : INFO : Epoch 1978 | loss: 0.0310288 | val_loss: 0.0310882 | Time: 4918.05 ms
[2022-04-17 11:15:18 main:574] : INFO : Epoch 1979 | loss: 0.0310274 | val_loss: 0.0310877 | Time: 4808.99 ms
[2022-04-17 11:15:23 main:574] : INFO : Epoch 1980 | loss: 0.0310291 | val_loss: 0.0310867 | Time: 4716.86 ms
[2022-04-17 11:15:28 main:574] : INFO : Epoch 1981 | loss: 0.0310315 | val_loss: 0.0310853 | Time: 4813.58 ms
[2022-04-17 11:15:32 main:574] : INFO : Epoch 1982 | loss: 0.0310306 | val_loss: 0.0310879 | Time: 4811.44 ms
[2022-04-17 11:15:37 main:574] : INFO : Epoch 1983 | loss: 0.0310311 | val_loss: 0.031083 | Time: 4659.56 ms
[2022-04-17 11:15:42 main:574] : INFO : Epoch 1984 | loss: 0.0310297 | val_loss: 0.0310887 | Time: 4899.16 ms
[2022-04-17 11:15:47 main:574] : INFO : Epoch 1985 | loss: 0.0310305 | val_loss: 0.0310822 | Time: 4955.33 ms
[2022-04-17 11:15:52 main:574] : INFO : Epoch 1986 | loss: 0.0310275 | val_loss: 0.0310844 | Time: 5024.42 ms
[2022-04-17 11:15:57 main:574] : INFO : Epoch 1987 | loss: 0.0310261 | val_loss: 0.0310811 | Time: 4937.08 ms
[2022-04-17 11:16:02 main:574] : INFO : Epoch 1988 | loss: 0.0310275 | val_loss: 0.031083 | Time: 5183.56 ms
[2022-04-17 11:16:07 main:574] : INFO : Epoch 1989 | loss: 0.0310281 | val_loss: 0.0310891 | Time: 4869.04 ms
[2022-04-17 11:16:12 main:574] : INFO : Epoch 1990 | loss: 0.0310267 | val_loss: 0.0310873 | Time: 4816.92 ms
[2022-04-17 11:16:17 main:574] : INFO : Epoch 1991 | loss: 0.0310274 | val_loss: 0.0310895 | Time: 4794.37 ms
[2022-04-17 11:16:21 main:574] : INFO : Epoch 1992 | loss: 0.0310332 | val_loss: 0.0310864 | Time: 4872.04 ms
[2022-04-17 11:16:26 main:574] : INFO : Epoch 1993 | loss: 0.031029 | val_loss: 0.0310814 | Time: 4991.35 ms
[2022-04-17 11:16:31 main:574] : INFO : Epoch 1994 | loss: 0.031028 | val_loss: 0.0310874 | Time: 4754.18 ms
[2022-04-17 11:16:36 main:574] : INFO : Epoch 1995 | loss: 0.0310423 | val_loss: 0.0310904 | Time: 4866.49 ms
[2022-04-17 11:16:41 main:574] : INFO : Epoch 1996 | loss: 0.0310443 | val_loss: 0.0310855 | Time: 4768.65 ms
[2022-04-17 11:16:45 main:574] : INFO : Epoch 1997 | loss: 0.0310435 | val_loss: 0.031089 | Time: 4656.68 ms
[2022-04-17 11:16:50 main:574] : INFO : Epoch 1998 | loss: 0.0310604 | val_loss: 0.0311153 | Time: 4761.73 ms
[2022-04-17 11:16:55 main:574] : INFO : Epoch 1999 | loss: 0.0310949 | val_loss: 0.0311158 | Time: 5019.24 ms
[2022-04-17 11:17:00 main:574] : INFO : Epoch 2000 | loss: 0.031088 | val_loss: 0.0311086 | Time: 4930.48 ms
[2022-04-17 11:17:05 main:574] : INFO : Epoch 2001 | loss: 0.0310845 | val_loss: 0.0311046 | Time: 4710.41 ms
[2022-04-17 11:17:10 main:574] : INFO : Epoch 2002 | loss: 0.0310811 | val_loss: 0.0311051 | Time: 4799.18 ms
[2022-04-17 11:17:15 main:574] : INFO : Epoch 2003 | loss: 0.0310783 | val_loss: 0.0310971 | Time: 4818.66 ms
[2022-04-17 11:17:19 main:574] : INFO : Epoch 2004 | loss: 0.0310708 | val_loss: 0.031089 | Time: 4802.79 ms
[2022-04-17 11:17:24 main:574] : INFO : Epoch 2005 | loss: 0.0310673 | val_loss: 0.0310934 | Time: 4824.14 ms
[2022-04-17 11:17:29 main:574] : INFO : Epoch 2006 | loss: 0.0310653 | val_loss: 0.0310956 | Time: 4849.91 ms
[2022-04-17 11:17:34 main:574] : INFO : Epoch 2007 | loss: 0.031066 | val_loss: 0.0310971 | Time: 4899.23 ms
[2022-04-17 11:17:39 main:574] : INFO : Epoch 2008 | loss: 0.0310644 | val_loss: 0.0310972 | Time: 4810.14 ms
[2022-04-17 11:17:44 main:574] : INFO : Epoch 2009 | loss: 0.0310612 | val_loss: 0.0310967 | Time: 4843.54 ms
[2022-04-17 11:17:48 main:574] : INFO : Epoch 2010 | loss: 0.0310615 | val_loss: 0.0310945 | Time: 4751.81 ms
[2022-04-17 11:17:53 main:574] : INFO : Epoch 2011 | loss: 0.0310607 | val_loss: 0.0310932 | Time: 4722.53 ms
[2022-04-17 11:17:58 main:574] : INFO : Epoch 2012 | loss: 0.0310566 | val_loss: 0.0310992 | Time: 4804.46 ms
[2022-04-17 11:18:03 main:574] : INFO : Epoch 2013 | loss: 0.0310546 | val_loss: 0.0310912 | Time: 4852.57 ms
[2022-04-17 11:18:08 main:574] : INFO : Epoch 2014 | loss: 0.0310514 | val_loss: 0.0310922 | Time: 4978.85 ms
[2022-04-17 11:18:13 main:574] : INFO : Epoch 2015 | loss: 0.0310498 | val_loss: 0.0310891 | Time: 4912.75 ms
[2022-04-17 11:18:17 main:574] : INFO : Epoch 2016 | loss: 0.0310499 | val_loss: 0.0310926 | Time: 4768.13 ms
[2022-04-17 11:18:22 main:574] : INFO : Epoch 2017 | loss: 0.0310465 | val_loss: 0.0310932 | Time: 4825.25 ms
[2022-04-17 11:18:27 main:574] : INFO : Epoch 2018 | loss: 0.0310478 | val_loss: 0.031097 | Time: 4743.45 ms
[2022-04-17 11:18:32 main:574] : INFO : Epoch 2019 | loss: 0.0310504 | val_loss: 0.0310905 | Time: 4853.71 ms
[2022-04-17 11:18:37 main:574] : INFO : Epoch 2020 | loss: 0.0310492 | val_loss: 0.0310882 | Time: 4796.95 ms
[2022-04-17 11:18:42 main:574] : INFO : Epoch 2021 | loss: 0.0310514 | val_loss: 0.0310907 | Time: 4867.21 ms
[2022-04-17 11:18:46 main:574] : INFO : Epoch 2022 | loss: 0.0310562 | val_loss: 0.0310992 | Time: 4911.86 ms
[2022-04-17 11:18:51 main:574] : INFO : Epoch 2023 | loss: 0.0310593 | val_loss: 0.0310934 | Time: 4848.77 ms
[2022-04-17 11:18:56 main:574] : INFO : Epoch 2024 | loss: 0.0310603 | val_loss: 0.0310865 | Time: 4977.19 ms
[2022-04-17 11:19:01 main:574] : INFO : Epoch 2025 | loss: 0.0310646 | val_loss: 0.0310849 | Time: 4699.93 ms
[2022-04-17 11:19:06 main:574] : INFO : Epoch 2026 | loss: 0.0310664 | val_loss: 0.0311023 | Time: 4762.68 ms
[2022-04-17 11:19:11 main:574] : INFO : Epoch 2027 | loss: 0.031096 | val_loss: 0.0311013 | Time: 4754.22 ms
[2022-04-17 11:19:15 main:574] : INFO : Epoch 2028 | loss: 0.0310791 | val_loss: 0.0310946 | Time: 4831.25 ms
[2022-04-17 11:19:20 main:574] : INFO : Epoch 2029 | loss: 0.0310719 | val_loss: 0.0310833 | Time: 4943.97 ms
[2022-04-17 11:19:25 main:574] : INFO : Epoch 2030 | loss: 0.0310644 | val_loss: 0.0310866 | Time: 4846.19 ms
[2022-04-17 11:19:30 main:574] : INFO : Epoch 2031 | loss: 0.0310624 | val_loss: 0.0310854 | Time: 4780.1 ms
[2022-04-17 11:19:35 main:574] : INFO : Epoch 2032 | loss: 0.0310597 | val_loss: 0.0310854 | Time: 4682.64 ms
[2022-04-17 11:19:40 main:574] : INFO : Epoch 2033 | loss: 0.0310563 | val_loss: 0.0310853 | Time: 4953.17 ms
[2022-04-17 11:19:45 main:574] : INFO : Epoch 2034 | loss: 0.0310539 | val_loss: 0.0310846 | Time: 4957.65 ms
[2022-04-17 11:19:49 main:574] : INFO : Epoch 2035 | loss: 0.0310572 | val_loss: 0.0310883 | Time: 4788.03 ms
[2022-04-17 11:19:54 main:574] : INFO : Epoch 2036 | loss: 0.0310562 | val_loss: 0.0310854 | Time: 4987.25 ms
[2022-04-17 11:19:59 main:574] : INFO : Epoch 2037 | loss: 0.0310555 | val_loss: 0.0310918 | Time: 4945.17 ms
[2022-04-17 11:20:04 main:574] : INFO : Epoch 2038 | loss: 0.0310533 | val_loss: 0.031089 | Time: 4995.23 ms
[2022-04-17 11:20:09 main:574] : INFO : Epoch 2039 | loss: 0.0310497 | val_loss: 0.0310857 | Time: 4792.79 ms
[2022-04-17 11:20:14 main:574] : INFO : Epoch 2040 | loss: 0.0310488 | val_loss: 0.0310823 | Time: 4823.29 ms
[2022-04-17 11:20:19 main:574] : INFO : Epoch 2041 | loss: 0.031052 | val_loss: 0.0310947 | Time: 4841.87 ms
[2022-04-17 11:20:24 main:574] : INFO : Epoch 2042 | loss: 0.0310598 | val_loss: 0.0310904 | Time: 4903.07 ms
[2022-04-17 11:20:29 main:574] : INFO : Epoch 2043 | loss: 0.0310542 | val_loss: 0.0310902 | Time: 5117.2 ms
[2022-04-17 11:20:44 main:574] : INFO : Epoch 2044 | loss: 0.0310529 | val_loss: 0.0310963 | Time: 14706.7 ms
[2022-04-17 11:20:48 main:574] : INFO : Epoch 2045 | loss: 0.0310511 | val_loss: 0.0310946 | Time: 4624.59 ms
[2022-04-17 11:20:53 main:574] : INFO : Epoch 2046 | loss: 0.0310504 | val_loss: 0.0310827 | Time: 4675 ms
[2022-04-17 11:20:58 main:574] : INFO : Epoch 2047 | loss: 0.0310476 | val_loss: 0.0310869 | Time: 4837.05 ms
[2022-04-17 11:21:03 main:574] : INFO : Epoch 2048 | loss: 0.0310469 | val_loss: 0.031082 | Time: 4978.72 ms
[2022-04-17 11:21:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031082
[2022-04-17 11:21:03 main:603] : INFO : Saving end state to config to file
[2022-04-17 11:21:03 main:608] : INFO : Success, exiting..
11:21:03 (22380): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)