Task 14619254
| Name | ParityModified-1647042888-24505-3-0_0 |
| Workunit | 11639080 |
| Created | 13 Apr 2022, 11:48:40 UTC |
| Sent | 13 Apr 2022, 11:48:41 UTC |
| Report deadline | 21 Apr 2022, 11:48:41 UTC |
| Received | 13 Apr 2022, 20:36:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 37 min 23 sec |
| CPU time | 2 hours 35 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,177.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311553 | val_loss: 0.0311769 | Time: 4574.7 ms
[2022-04-13 21:57:45 main:574] : INFO : Epoch 1543 | loss: 0.0311571 | val_loss: 0.0311793 | Time: 4642.57 ms
[2022-04-13 21:57:49 main:574] : INFO : Epoch 1544 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 4616.48 ms
[2022-04-13 21:57:54 main:574] : INFO : Epoch 1545 | loss: 0.03116 | val_loss: 0.031175 | Time: 4740.42 ms
[2022-04-13 21:57:59 main:574] : INFO : Epoch 1546 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 4616.81 ms
[2022-04-13 21:58:03 main:574] : INFO : Epoch 1547 | loss: 0.0311612 | val_loss: 0.0311781 | Time: 4610.98 ms
[2022-04-13 21:58:08 main:574] : INFO : Epoch 1548 | loss: 0.031164 | val_loss: 0.0311763 | Time: 4654.61 ms
[2022-04-13 21:58:13 main:574] : INFO : Epoch 1549 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 4669.14 ms
[2022-04-13 21:58:17 main:574] : INFO : Epoch 1550 | loss: 0.0311585 | val_loss: 0.0311749 | Time: 4641.03 ms
[2022-04-13 21:58:22 main:574] : INFO : Epoch 1551 | loss: 0.0311585 | val_loss: 0.031175 | Time: 4625.08 ms
[2022-04-13 21:58:27 main:574] : INFO : Epoch 1552 | loss: 0.0311563 | val_loss: 0.0311748 | Time: 4647.83 ms
[2022-04-13 21:58:31 main:574] : INFO : Epoch 1553 | loss: 0.0311563 | val_loss: 0.0311761 | Time: 4632.6 ms
[2022-04-13 21:58:36 main:574] : INFO : Epoch 1554 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 4628.23 ms
[2022-04-13 21:58:41 main:574] : INFO : Epoch 1555 | loss: 0.031157 | val_loss: 0.0311794 | Time: 4561.78 ms
[2022-04-13 21:58:45 main:574] : INFO : Epoch 1556 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 4634.13 ms
[2022-04-13 21:58:50 main:574] : INFO : Epoch 1557 | loss: 0.0311572 | val_loss: 0.0311734 | Time: 4652.37 ms
[2022-04-13 21:58:54 main:574] : INFO : Epoch 1558 | loss: 0.0311565 | val_loss: 0.0311802 | Time: 4621.5 ms
[2022-04-13 21:58:59 main:574] : INFO : Epoch 1559 | loss: 0.0311589 | val_loss: 0.0311765 | Time: 4600.69 ms
[2022-04-13 21:59:04 main:574] : INFO : Epoch 1560 | loss: 0.0311568 | val_loss: 0.031174 | Time: 4575.19 ms
[2022-04-13 21:59:08 main:574] : INFO : Epoch 1561 | loss: 0.0311577 | val_loss: 0.0311811 | Time: 4616.27 ms
[2022-04-13 21:59:13 main:574] : INFO : Epoch 1562 | loss: 0.0311564 | val_loss: 0.0311746 | Time: 4642.05 ms
[2022-04-13 21:59:18 main:574] : INFO : Epoch 1563 | loss: 0.031156 | val_loss: 0.0311773 | Time: 4595.97 ms
[2022-04-13 21:59:22 main:574] : INFO : Epoch 1564 | loss: 0.0311549 | val_loss: 0.0311752 | Time: 4587.91 ms
[2022-04-13 21:59:27 main:574] : INFO : Epoch 1565 | loss: 0.0311569 | val_loss: 0.0311851 | Time: 4662.88 ms
[2022-04-13 21:59:31 main:574] : INFO : Epoch 1566 | loss: 0.0311555 | val_loss: 0.0311808 | Time: 4653.57 ms
[2022-04-13 21:59:36 main:574] : INFO : Epoch 1567 | loss: 0.0311579 | val_loss: 0.0311831 | Time: 4635.56 ms
[2022-04-13 21:59:41 main:574] : INFO : Epoch 1568 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 4649.66 ms
[2022-04-13 21:59:45 main:574] : INFO : Epoch 1569 | loss: 0.0311553 | val_loss: 0.031174 | Time: 4516.99 ms
[2022-04-13 21:59:50 main:574] : INFO : Epoch 1570 | loss: 0.0311551 | val_loss: 0.0311777 | Time: 4628.08 ms
[2022-04-13 21:59:54 main:574] : INFO : Epoch 1571 | loss: 0.031153 | val_loss: 0.0311755 | Time: 4618.96 ms
[2022-04-13 21:59:59 main:574] : INFO : Epoch 1572 | loss: 0.0311528 | val_loss: 0.0311746 | Time: 4569.3 ms
[2022-04-13 22:00:04 main:574] : INFO : Epoch 1573 | loss: 0.0311538 | val_loss: 0.0311783 | Time: 4644.91 ms
[2022-04-13 22:00:08 main:574] : INFO : Epoch 1574 | loss: 0.0311543 | val_loss: 0.0311778 | Time: 4500.36 ms
[2022-04-13 22:00:13 main:574] : INFO : Epoch 1575 | loss: 0.0311531 | val_loss: 0.0311707 | Time: 4579.24 ms
[2022-04-13 22:00:17 main:574] : INFO : Epoch 1576 | loss: 0.0311563 | val_loss: 0.0311815 | Time: 4576.37 ms
[2022-04-13 22:00:22 main:574] : INFO : Epoch 1577 | loss: 0.0311645 | val_loss: 0.0311792 | Time: 4614.65 ms
[2022-04-13 22:00:27 main:574] : INFO : Epoch 1578 | loss: 0.0311594 | val_loss: 0.0311791 | Time: 4665.57 ms
[2022-04-13 22:00:31 main:574] : INFO : Epoch 1579 | loss: 0.0311579 | val_loss: 0.0311743 | Time: 4619.37 ms
[2022-04-13 22:00:36 main:574] : INFO : Epoch 1580 | loss: 0.0311557 | val_loss: 0.0311775 | Time: 4624.63 ms
[2022-04-13 22:00:41 main:574] : INFO : Epoch 1581 | loss: 0.0311546 | val_loss: 0.0311757 | Time: 4629.91 ms
[2022-04-13 22:00:45 main:574] : INFO : Epoch 1582 | loss: 0.0311544 | val_loss: 0.0311795 | Time: 4592.98 ms
[2022-04-13 22:00:50 main:574] : INFO : Epoch 1583 | loss: 0.0311582 | val_loss: 0.0311773 | Time: 4604.07 ms
[2022-04-13 22:00:54 main:574] : INFO : Epoch 1584 | loss: 0.0311615 | val_loss: 0.0311763 | Time: 4550.62 ms
[2022-04-13 22:00:59 main:574] : INFO : Epoch 1585 | loss: 0.0311613 | val_loss: 0.0311789 | Time: 4649.43 ms
[2022-04-13 22:01:04 main:574] : INFO : Epoch 1586 | loss: 0.03116 | val_loss: 0.0311736 | Time: 4620.18 ms
[2022-04-13 22:01:08 main:574] : INFO : Epoch 1587 | loss: 0.0311592 | val_loss: 0.0311758 | Time: 4676.55 ms
[2022-04-13 22:01:13 main:574] : INFO : Epoch 1588 | loss: 0.0311587 | val_loss: 0.031174 | Time: 4553.77 ms
[2022-04-13 22:01:17 main:574] : INFO : Epoch 1589 | loss: 0.0311584 | val_loss: 0.0311781 | Time: 4549.97 ms
[2022-04-13 22:01:22 main:574] : INFO : Epoch 1590 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 4615.37 ms
[2022-04-13 22:01:27 main:574] : INFO : Epoch 1591 | loss: 0.0311558 | val_loss: 0.0311743 | Time: 4606.96 ms
[2022-04-13 22:01:31 main:574] : INFO : Epoch 1592 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 4641.62 ms
[2022-04-13 22:01:36 main:574] : INFO : Epoch 1593 | loss: 0.0311584 | val_loss: 0.0311776 | Time: 4549.48 ms
[2022-04-13 22:01:40 main:574] : INFO : Epoch 1594 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 4598.71 ms
[2022-04-13 22:01:45 main:574] : INFO : Epoch 1595 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 4552.48 ms
[2022-04-13 22:01:50 main:574] : INFO : Epoch 1596 | loss: 0.0311568 | val_loss: 0.0311737 | Time: 4654.33 ms
[2022-04-13 22:01:54 main:574] : INFO : Epoch 1597 | loss: 0.0311554 | val_loss: 0.0311713 | Time: 4573.73 ms
[2022-04-13 22:01:59 main:574] : INFO : Epoch 1598 | loss: 0.0311549 | val_loss: 0.0311725 | Time: 4570.31 ms
[2022-04-13 22:02:03 main:574] : INFO : Epoch 1599 | loss: 0.031156 | val_loss: 0.0311736 | Time: 4578.6 ms
[2022-04-13 22:02:08 main:574] : INFO : Epoch 1600 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 4609 ms
[2022-04-13 22:02:13 main:574] : INFO : Epoch 1601 | loss: 0.0311551 | val_loss: 0.031172 | Time: 4588.18 ms
[2022-04-13 22:02:17 main:574] : INFO : Epoch 1602 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 4603.69 ms
[2022-04-13 22:02:22 main:574] : INFO : Epoch 1603 | loss: 0.031154 | val_loss: 0.0311692 | Time: 4567.93 ms
[2022-04-13 22:02:26 main:574] : INFO : Epoch 1604 | loss: 0.0311523 | val_loss: 0.0311712 | Time: 4569.41 ms
[2022-04-13 22:02:31 main:574] : INFO : Epoch 1605 | loss: 0.0311517 | val_loss: 0.0311727 | Time: 4609.82 ms
[2022-04-13 22:02:36 main:574] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311709 | Time: 4592.13 ms
[2022-04-13 22:02:40 main:574] : INFO : Epoch 1607 | loss: 0.0311536 | val_loss: 0.0311695 | Time: 4612.56 ms
[2022-04-13 22:02:45 main:574] : INFO : Epoch 1608 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 4530.14 ms
[2022-04-13 22:02:49 main:574] : INFO : Epoch 1609 | loss: 0.0311575 | val_loss: 0.0311752 | Time: 4595.67 ms
[2022-04-13 22:02:54 main:574] : INFO : Epoch 1610 | loss: 0.0311563 | val_loss: 0.0311699 | Time: 4657.08 ms
[2022-04-13 22:02:58 main:574] : INFO : Epoch 1611 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 4522.45 ms
[2022-04-13 22:03:03 main:574] : INFO : Epoch 1612 | loss: 0.031157 | val_loss: 0.0311728 | Time: 4488.97 ms
[2022-04-13 22:03:08 main:574] : INFO : Epoch 1613 | loss: 0.0311572 | val_loss: 0.031174 | Time: 4597.9 ms
[2022-04-13 22:03:12 main:574] : INFO : Epoch 1614 | loss: 0.0311549 | val_loss: 0.0311742 | Time: 4603.89 ms
[2022-04-13 22:03:17 main:574] : INFO : Epoch 1615 | loss: 0.031157 | val_loss: 0.0311777 | Time: 4619.91 ms
[2022-04-13 22:03:21 main:574] : INFO : Epoch 1616 | loss: 0.0311578 | val_loss: 0.0311823 | Time: 4645.48 ms
[2022-04-13 22:03:26 main:574] : INFO : Epoch 1617 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 4547.27 ms
[2022-04-13 22:03:31 main:574] : INFO : Epoch 1618 | loss: 0.0311558 | val_loss: 0.031172 | Time: 4582.77 ms
[2022-04-13 22:03:35 main:574] : INFO : Epoch 1619 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 4560.14 ms
[2022-04-13 22:03:40 main:574] : INFO : Epoch 1620 | loss: 0.0311553 | val_loss: 0.0311754 | Time: 4571.88 ms
[2022-04-13 22:03:44 main:574] : INFO : Epoch 1621 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 4545.37 ms
[2022-04-13 22:03:49 main:574] : INFO : Epoch 1622 | loss: 0.0311568 | val_loss: 0.0311724 | Time: 4565.5 ms
[2022-04-13 22:03:53 main:574] : INFO : Epoch 1623 | loss: 0.031156 | val_loss: 0.0311724 | Time: 4625 ms
[2022-04-13 22:03:58 main:574] : INFO : Epoch 1624 | loss: 0.0311548 | val_loss: 0.0311724 | Time: 4562.07 ms
[2022-04-13 22:04:03 main:574] : INFO : Epoch 1625 | loss: 0.031154 | val_loss: 0.0311719 | Time: 4551.77 ms
[2022-04-13 22:04:07 main:574] : INFO : Epoch 1626 | loss: 0.0311531 | val_loss: 0.0311722 | Time: 4546.21 ms
[2022-04-13 22:04:12 main:574] : INFO : Epoch 1627 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 4619.97 ms
[2022-04-13 22:04:16 main:574] : INFO : Epoch 1628 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 4622.53 ms
[2022-04-13 22:04:21 main:574] : INFO : Epoch 1629 | loss: 0.0311532 | val_loss: 0.0311688 | Time: 4632.77 ms
[2022-04-13 22:04:26 main:574] : INFO : Epoch 1630 | loss: 0.0311534 | val_loss: 0.0311732 | Time: 4593.81 ms
[2022-04-13 22:04:30 main:574] : INFO : Epoch 1631 | loss: 0.0311541 | val_loss: 0.031175 | Time: 4618.99 ms
[2022-04-13 22:04:35 main:574] : INFO : Epoch 1632 | loss: 0.0311539 | val_loss: 0.031173 | Time: 4505.06 ms
[2022-04-13 22:04:39 main:574] : INFO : Epoch 1633 | loss: 0.0311541 | val_loss: 0.0311701 | Time: 4563.82 ms
[2022-04-13 22:04:44 main:574] : INFO : Epoch 1634 | loss: 0.0311529 | val_loss: 0.0311715 | Time: 4622.5 ms
[2022-04-13 22:04:49 main:574] : INFO : Epoch 1635 | loss: 0.031155 | val_loss: 0.0311684 | Time: 4616.45 ms
[2022-04-13 22:04:53 main:574] : INFO : Epoch 1636 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 4546.4 ms
[2022-04-13 22:04:58 main:574] : INFO : Epoch 1637 | loss: 0.0311573 | val_loss: 0.0311694 | Time: 4662.55 ms
[2022-04-13 22:05:02 main:574] : INFO : Epoch 1638 | loss: 0.0311568 | val_loss: 0.0311735 | Time: 4519.94 ms
[2022-04-13 22:05:07 main:574] : INFO : Epoch 1639 | loss: 0.0311573 | val_loss: 0.0311716 | Time: 4561.94 ms
[2022-04-13 22:05:11 main:574] : INFO : Epoch 1640 | loss: 0.0311564 | val_loss: 0.0311743 | Time: 4528.96 ms
[2022-04-13 22:05:16 main:574] : INFO : Epoch 1641 | loss: 0.0311559 | val_loss: 0.0311746 | Time: 4589.07 ms
[2022-04-13 22:05:21 main:574] : INFO : Epoch 1642 | loss: 0.0311545 | val_loss: 0.031171 | Time: 4610.74 ms
[2022-04-13 22:05:25 main:574] : INFO : Epoch 1643 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 4565.52 ms
[2022-04-13 22:05:30 main:574] : INFO : Epoch 1644 | loss: 0.0311534 | val_loss: 0.0311708 | Time: 4573.05 ms
[2022-04-13 22:05:34 main:574] : INFO : Epoch 1645 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 4572.87 ms
[2022-04-13 22:05:39 main:574] : INFO : Epoch 1646 | loss: 0.0311527 | val_loss: 0.0311733 | Time: 4577.92 ms
[2022-04-13 22:05:43 main:574] : INFO : Epoch 1647 | loss: 0.0311526 | val_loss: 0.031172 | Time: 4531.17 ms
[2022-04-13 22:05:48 main:574] : INFO : Epoch 1648 | loss: 0.0311541 | val_loss: 0.0311777 | Time: 4521.66 ms
[2022-04-13 22:05:53 main:574] : INFO : Epoch 1649 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 4584.43 ms
[2022-04-13 22:05:57 main:574] : INFO : Epoch 1650 | loss: 0.0311519 | val_loss: 0.0311741 | Time: 4551.72 ms
[2022-04-13 22:06:02 main:574] : INFO : Epoch 1651 | loss: 0.0311553 | val_loss: 0.0311778 | Time: 4602.32 ms
[2022-04-13 22:06:06 main:574] : INFO : Epoch 1652 | loss: 0.0311525 | val_loss: 0.0311727 | Time: 4533.84 ms
[2022-04-13 22:06:11 main:574] : INFO : Epoch 1653 | loss: 0.0311535 | val_loss: 0.0311751 | Time: 4571 ms
[2022-04-13 22:06:16 main:574] : INFO : Epoch 1654 | loss: 0.031153 | val_loss: 0.0311748 | Time: 4601.36 ms
[2022-04-13 22:06:20 main:574] : INFO : Epoch 1655 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 4616.12 ms
[2022-04-13 22:06:25 main:574] : INFO : Epoch 1656 | loss: 0.0311504 | val_loss: 0.031176 | Time: 4528.36 ms
[2022-04-13 22:06:29 main:574] : INFO : Epoch 1657 | loss: 0.0311553 | val_loss: 0.0311764 | Time: 4563.22 ms
[2022-04-13 22:06:34 main:574] : INFO : Epoch 1658 | loss: 0.0311565 | val_loss: 0.0311761 | Time: 4543.85 ms
[2022-04-13 22:06:38 main:574] : INFO : Epoch 1659 | loss: 0.0311557 | val_loss: 0.0311733 | Time: 4543.84 ms
[2022-04-13 22:06:43 main:574] : INFO : Epoch 1660 | loss: 0.0311525 | val_loss: 0.0311782 | Time: 4547.26 ms
[2022-04-13 22:06:47 main:574] : INFO : Epoch 1661 | loss: 0.031153 | val_loss: 0.0311718 | Time: 4608.05 ms
[2022-04-13 22:06:52 main:574] : INFO : Epoch 1662 | loss: 0.0311534 | val_loss: 0.0311714 | Time: 4604.05 ms
[2022-04-13 22:06:57 main:574] : INFO : Epoch 1663 | loss: 0.0311528 | val_loss: 0.0311724 | Time: 4546.48 ms
[2022-04-13 22:07:01 main:574] : INFO : Epoch 1664 | loss: 0.0311504 | val_loss: 0.0311707 | Time: 4637.02 ms
[2022-04-13 22:07:06 main:574] : INFO : Epoch 1665 | loss: 0.0311513 | val_loss: 0.0311705 | Time: 4579.34 ms
[2022-04-13 22:07:10 main:574] : INFO : Epoch 1666 | loss: 0.03115 | val_loss: 0.0311702 | Time: 4601.53 ms
[2022-04-13 22:07:15 main:574] : INFO : Epoch 1667 | loss: 0.0311498 | val_loss: 0.0311713 | Time: 4495.93 ms
[2022-04-13 22:07:20 main:574] : INFO : Epoch 1668 | loss: 0.0311515 | val_loss: 0.0311745 | Time: 4597.05 ms
[2022-04-13 22:07:24 main:574] : INFO : Epoch 1669 | loss: 0.0311496 | val_loss: 0.0311754 | Time: 4638.56 ms
[2022-04-13 22:07:29 main:574] : INFO : Epoch 1670 | loss: 0.0311504 | val_loss: 0.0311722 | Time: 4650.31 ms
[2022-04-13 22:07:34 main:574] : INFO : Epoch 1671 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 4693.96 ms
[2022-04-13 22:07:38 main:574] : INFO : Epoch 1672 | loss: 0.0311506 | val_loss: 0.031175 | Time: 4543.58 ms
[2022-04-13 22:07:43 main:574] : INFO : Epoch 1673 | loss: 0.03115 | val_loss: 0.0311711 | Time: 4590.34 ms
[2022-04-13 22:07:47 main:574] : INFO : Epoch 1674 | loss: 0.0311461 | val_loss: 0.0311713 | Time: 4576.18 ms
[2022-04-13 22:07:52 main:574] : INFO : Epoch 1675 | loss: 0.031148 | val_loss: 0.0311708 | Time: 4643.98 ms
[2022-04-13 22:07:56 main:574] : INFO : Epoch 1676 | loss: 0.0311513 | val_loss: 0.0311781 | Time: 4558.22 ms
[2022-04-13 22:08:01 main:574] : INFO : Epoch 1677 | loss: 0.0311517 | val_loss: 0.031173 | Time: 4666.43 ms
[2022-04-13 22:08:06 main:574] : INFO : Epoch 1678 | loss: 0.0311517 | val_loss: 0.0311719 | Time: 4595.61 ms
[2022-04-13 22:08:10 main:574] : INFO : Epoch 1679 | loss: 0.0311563 | val_loss: 0.0311797 | Time: 4578.89 ms
[2022-04-13 22:08:15 main:574] : INFO : Epoch 1680 | loss: 0.0311545 | val_loss: 0.0311689 | Time: 4628.55 ms
[2022-04-13 22:08:20 main:574] : INFO : Epoch 1681 | loss: 0.0311506 | val_loss: 0.0311691 | Time: 4571.33 ms
[2022-04-13 22:08:24 main:574] : INFO : Epoch 1682 | loss: 0.0311494 | val_loss: 0.0311675 | Time: 4665.6 ms
[2022-04-13 22:08:29 main:574] : INFO : Epoch 1683 | loss: 0.0311559 | val_loss: 0.0311711 | Time: 4627.02 ms
[2022-04-13 22:08:33 main:574] : INFO : Epoch 1684 | loss: 0.0311531 | val_loss: 0.0311676 | Time: 4560.35 ms
[2022-04-13 22:08:38 main:574] : INFO : Epoch 1685 | loss: 0.0311511 | val_loss: 0.03117 | Time: 4631.64 ms
[2022-04-13 22:08:43 main:574] : INFO : Epoch 1686 | loss: 0.0311485 | val_loss: 0.0311697 | Time: 4615.4 ms
[2022-04-13 22:08:47 main:574] : INFO : Epoch 1687 | loss: 0.0311474 | val_loss: 0.0311717 | Time: 4584.26 ms
[2022-04-13 22:08:52 main:574] : INFO : Epoch 1688 | loss: 0.0311488 | val_loss: 0.0311726 | Time: 4597.97 ms
[2022-04-13 22:08:56 main:574] : INFO : Epoch 1689 | loss: 0.0311487 | val_loss: 0.0311733 | Time: 4619.74 ms
[2022-04-13 22:09:01 main:574] : INFO : Epoch 1690 | loss: 0.0311522 | val_loss: 0.0311745 | Time: 4675.14 ms
[2022-04-13 22:09:06 main:574] : INFO : Epoch 1691 | loss: 0.0311534 | val_loss: 0.0311694 | Time: 4550.95 ms
[2022-04-13 22:09:10 main:574] : INFO : Epoch 1692 | loss: 0.0311545 | val_loss: 0.0311752 | Time: 4706.61 ms
[2022-04-13 22:09:15 main:574] : INFO : Epoch 1693 | loss: 0.0311544 | val_loss: 0.0311799 | Time: 4643.4 ms
[2022-04-13 22:09:20 main:574] : INFO : Epoch 1694 | loss: 0.0311551 | val_loss: 0.0311655 | Time: 4592.72 ms
[2022-04-13 22:09:24 main:574] : INFO : Epoch 1695 | loss: 0.0311498 | val_loss: 0.0311699 | Time: 4602.56 ms
[2022-04-13 22:09:29 main:574] : INFO : Epoch 1696 | loss: 0.0311512 | val_loss: 0.031171 | Time: 4593.42 ms
[2022-04-13 22:09:33 main:574] : INFO : Epoch 1697 | loss: 0.031153 | val_loss: 0.0311699 | Time: 4582.52 ms
[2022-04-13 22:09:38 main:574] : INFO : Epoch 1698 | loss: 0.0311506 | val_loss: 0.0311674 | Time: 4510.01 ms
[2022-04-13 22:09:43 main:574] : INFO : Epoch 1699 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 4603.12 ms
[2022-04-13 22:09:47 main:574] : INFO : Epoch 1700 | loss: 0.0311512 | val_loss: 0.0311705 | Time: 4620.48 ms
[2022-04-13 22:09:52 main:574] : INFO : Epoch 1701 | loss: 0.0311524 | val_loss: 0.0311709 | Time: 4572.57 ms
[2022-04-13 22:09:56 main:574] : INFO : Epoch 1702 | loss: 0.0311537 | val_loss: 0.0311718 | Time: 4591.52 ms
[2022-04-13 22:10:01 main:574] : INFO : Epoch 1703 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 4588.92 ms
[2022-04-13 22:10:06 main:574] : INFO : Epoch 1704 | loss: 0.0311534 | val_loss: 0.03117 | Time: 4671.66 ms
[2022-04-13 22:10:10 main:574] : INFO : Epoch 1705 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 4590.98 ms
[2022-04-13 22:10:15 main:574] : INFO : Epoch 1706 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 4622.62 ms
[2022-04-13 22:10:20 main:574] : INFO : Epoch 1707 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 4681.1 ms
[2022-04-13 22:10:24 main:574] : INFO : Epoch 1708 | loss: 0.0311536 | val_loss: 0.0311696 | Time: 4604.67 ms
[2022-04-13 22:10:29 main:574] : INFO : Epoch 1709 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 4624.1 ms
[2022-04-13 22:10:33 main:574] : INFO : Epoch 1710 | loss: 0.0311533 | val_loss: 0.0311699 | Time: 4631.4 ms
[2022-04-13 22:10:38 main:574] : INFO : Epoch 1711 | loss: 0.031152 | val_loss: 0.0311708 | Time: 4553.54 ms
[2022-04-13 22:10:43 main:574] : INFO : Epoch 1712 | loss: 0.0311544 | val_loss: 0.0311734 | Time: 4604.66 ms
[2022-04-13 22:10:47 main:574] : INFO : Epoch 1713 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 4651.45 ms
[2022-04-13 22:10:52 main:574] : INFO : Epoch 1714 | loss: 0.0311513 | val_loss: 0.0311688 | Time: 4663.9 ms
[2022-04-13 22:10:57 main:574] : INFO : Epoch 1715 | loss: 0.0311507 | val_loss: 0.0311715 | Time: 4617.89 ms
[2022-04-13 22:11:01 main:574] : INFO : Epoch 1716 | loss: 0.0311491 | val_loss: 0.0311697 | Time: 4662.54 ms
[2022-04-13 22:11:06 main:574] : INFO : Epoch 1717 | loss: 0.0311474 | val_loss: 0.0311689 | Time: 4529.18 ms
[2022-04-13 22:11:10 main:574] : INFO : Epoch 1718 | loss: 0.0311501 | val_loss: 0.0311721 | Time: 4664.47 ms
[2022-04-13 22:11:15 main:574] : INFO : Epoch 1719 | loss: 0.0311518 | val_loss: 0.0311781 | Time: 4645.7 ms
[2022-04-13 22:11:20 main:574] : INFO : Epoch 1720 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 4641.08 ms
[2022-04-13 22:11:24 main:574] : INFO : Epoch 1721 | loss: 0.0311494 | val_loss: 0.0311708 | Time: 4564.03 ms
[2022-04-13 22:11:29 main:574] : INFO : Epoch 1722 | loss: 0.0311496 | val_loss: 0.0311696 | Time: 4614.17 ms
[2022-04-13 22:11:34 main:574] : INFO : Epoch 1723 | loss: 0.0311514 | val_loss: 0.0311773 | Time: 4658.9 ms
[2022-04-13 22:11:38 main:574] : INFO : Epoch 1724 | loss: 0.0311548 | val_loss: 0.0311718 | Time: 4574.41 ms
[2022-04-13 22:11:43 main:574] : INFO : Epoch 1725 | loss: 0.0311524 | val_loss: 0.0311684 | Time: 4677.38 ms
[2022-04-13 22:11:47 main:574] : INFO : Epoch 1726 | loss: 0.0311495 | val_loss: 0.0311708 | Time: 4622.74 ms
[2022-04-13 22:11:52 main:574] : INFO : Epoch 1727 | loss: 0.0311483 | val_loss: 0.0311705 | Time: 4581.9 ms
[2022-04-13 22:11:57 main:574] : INFO : Epoch 1728 | loss: 0.0311489 | val_loss: 0.0311712 | Time: 4646.57 ms
[2022-04-13 22:12:01 main:574] : INFO : Epoch 1729 | loss: 0.031152 | val_loss: 0.031168 | Time: 4655.82 ms
[2022-04-13 22:12:06 main:574] : INFO : Epoch 1730 | loss: 0.0311507 | val_loss: 0.0311714 | Time: 4578.6 ms
[2022-04-13 22:12:10 main:574] : INFO : Epoch 1731 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 4536.44 ms
[2022-04-13 22:12:15 main:574] : INFO : Epoch 1732 | loss: 0.0311512 | val_loss: 0.0311691 | Time: 4556.33 ms
[2022-04-13 22:12:20 main:574] : INFO : Epoch 1733 | loss: 0.0311502 | val_loss: 0.0311707 | Time: 4661.35 ms
[2022-04-13 22:12:24 main:574] : INFO : Epoch 1734 | loss: 0.0311502 | val_loss: 0.0311807 | Time: 4597.77 ms
[2022-04-13 22:12:29 main:574] : INFO : Epoch 1735 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 4631.86 ms
[2022-04-13 22:12:34 main:574] : INFO : Epoch 1736 | loss: 0.031149 | val_loss: 0.0311691 | Time: 4652.19 ms
[2022-04-13 22:12:38 main:574] : INFO : Epoch 1737 | loss: 0.0311495 | val_loss: 0.0311655 | Time: 4619.67 ms
[2022-04-13 22:12:43 main:574] : INFO : Epoch 1738 | loss: 0.0311486 | val_loss: 0.0311652 | Time: 4641.74 ms
[2022-04-13 22:12:48 main:574] : INFO : Epoch 1739 | loss: 0.0311479 | val_loss: 0.031169 | Time: 4660.95 ms
[2022-04-13 22:12:52 main:574] : INFO : Epoch 1740 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 4550.11 ms
[2022-04-13 22:12:57 main:574] : INFO : Epoch 1741 | loss: 0.0311492 | val_loss: 0.0311683 | Time: 4635.19 ms
[2022-04-13 22:13:01 main:574] : INFO : Epoch 1742 | loss: 0.0311484 | val_loss: 0.0311697 | Time: 4605 ms
[2022-04-13 22:13:06 main:574] : INFO : Epoch 1743 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 4643.84 ms
[2022-04-13 22:13:11 main:574] : INFO : Epoch 1744 | loss: 0.0311472 | val_loss: 0.0311667 | Time: 4633.71 ms
[2022-04-13 22:13:15 main:574] : INFO : Epoch 1745 | loss: 0.0311467 | val_loss: 0.0311666 | Time: 4666.22 ms
[2022-04-13 22:13:20 main:574] : INFO : Epoch 1746 | loss: 0.0311461 | val_loss: 0.0311649 | Time: 4623.84 ms
[2022-04-13 22:13:25 main:574] : INFO : Epoch 1747 | loss: 0.0311449 | val_loss: 0.0311666 | Time: 4631.38 ms
[2022-04-13 22:13:29 main:574] : INFO : Epoch 1748 | loss: 0.0311472 | val_loss: 0.031166 | Time: 4652.61 ms
[2022-04-13 22:13:34 main:574] : INFO : Epoch 1749 | loss: 0.0311517 | val_loss: 0.0311746 | Time: 4645.8 ms
[2022-04-13 22:13:38 main:574] : INFO : Epoch 1750 | loss: 0.0311535 | val_loss: 0.0311722 | Time: 4594.13 ms
[2022-04-13 22:13:43 main:574] : INFO : Epoch 1751 | loss: 0.0311493 | val_loss: 0.0311647 | Time: 4613.67 ms
[2022-04-13 22:13:48 main:574] : INFO : Epoch 1752 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 4525.23 ms
[2022-04-13 22:13:52 main:574] : INFO : Epoch 1753 | loss: 0.0311483 | val_loss: 0.0311665 | Time: 4632.01 ms
[2022-04-13 22:13:57 main:574] : INFO : Epoch 1754 | loss: 0.0311471 | val_loss: 0.0311663 | Time: 4611.48 ms
[2022-04-13 22:14:02 main:574] : INFO : Epoch 1755 | loss: 0.0311468 | val_loss: 0.0311676 | Time: 4626.4 ms
[2022-04-13 22:14:06 main:574] : INFO : Epoch 1756 | loss: 0.0311455 | val_loss: 0.0311681 | Time: 4654.64 ms
[2022-04-13 22:14:11 main:574] : INFO : Epoch 1757 | loss: 0.031146 | val_loss: 0.031169 | Time: 4600.51 ms
[2022-04-13 22:14:15 main:574] : INFO : Epoch 1758 | loss: 0.0311474 | val_loss: 0.0311701 | Time: 4584.94 ms
[2022-04-13 22:14:20 main:574] : INFO : Epoch 1759 | loss: 0.0311484 | val_loss: 0.0311722 | Time: 4583.5 ms
[2022-04-13 22:14:25 main:574] : INFO : Epoch 1760 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 4603.65 ms
[2022-04-13 22:14:29 main:574] : INFO : Epoch 1761 | loss: 0.0311518 | val_loss: 0.0311693 | Time: 4619.96 ms
[2022-04-13 22:14:34 main:574] : INFO : Epoch 1762 | loss: 0.0311616 | val_loss: 0.0311751 | Time: 4531.41 ms
[2022-04-13 22:14:38 main:574] : INFO : Epoch 1763 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 4608.86 ms
[2022-04-13 22:14:43 main:574] : INFO : Epoch 1764 | loss: 0.0311626 | val_loss: 0.0311708 | Time: 4657.61 ms
[2022-04-13 22:14:48 main:574] : INFO : Epoch 1765 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 4717.68 ms
[2022-04-13 22:14:52 main:574] : INFO : Epoch 1766 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 4747.42 ms
[2022-04-13 22:14:57 main:574] : INFO : Epoch 1767 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 4606.67 ms
[2022-04-13 22:15:02 main:574] : INFO : Epoch 1768 | loss: 0.0311585 | val_loss: 0.0311651 | Time: 4559.96 ms
[2022-04-13 22:15:06 main:574] : INFO : Epoch 1769 | loss: 0.031156 | val_loss: 0.031165 | Time: 4549.97 ms
[2022-04-13 22:15:11 main:574] : INFO : Epoch 1770 | loss: 0.0311543 | val_loss: 0.0311648 | Time: 4630.52 ms
[2022-04-13 22:15:15 main:574] : INFO : Epoch 1771 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 4606.94 ms
[2022-04-13 22:15:20 main:574] : INFO : Epoch 1772 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 4640.22 ms
[2022-04-13 22:15:25 main:574] : INFO : Epoch 1773 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 4591.3 ms
[2022-04-13 22:15:29 main:574] : INFO : Epoch 1774 | loss: 0.0311528 | val_loss: 0.0311711 | Time: 4595.43 ms
[2022-04-13 22:15:34 main:574] : INFO : Epoch 1775 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 4571.3 ms
[2022-04-13 22:15:39 main:574] : INFO : Epoch 1776 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 4670.34 ms
[2022-04-13 22:15:43 main:574] : INFO : Epoch 1777 | loss: 0.0311507 | val_loss: 0.0311699 | Time: 4658.55 ms
[2022-04-13 22:15:48 main:574] : INFO : Epoch 1778 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 4615.07 ms
[2022-04-13 22:15:52 main:574] : INFO : Epoch 1779 | loss: 0.0311509 | val_loss: 0.0311703 | Time: 4511.03 ms
[2022-04-13 22:15:57 main:574] : INFO : Epoch 1780 | loss: 0.0311552 | val_loss: 0.0311674 | Time: 4640.13 ms
[2022-04-13 22:16:02 main:574] : INFO : Epoch 1781 | loss: 0.0311529 | val_loss: 0.0311681 | Time: 4657.14 ms
[2022-04-13 22:16:06 main:574] : INFO : Epoch 1782 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 4668.7 ms
[2022-04-13 22:16:11 main:574] : INFO : Epoch 1783 | loss: 0.0311547 | val_loss: 0.0311641 | Time: 4565.17 ms
[2022-04-13 22:16:15 main:574] : INFO : Epoch 1784 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 4549.88 ms
[2022-04-13 22:16:20 main:574] : INFO : Epoch 1785 | loss: 0.0311528 | val_loss: 0.0311665 | Time: 4647.55 ms
[2022-04-13 22:16:25 main:574] : INFO : Epoch 1786 | loss: 0.0311525 | val_loss: 0.031168 | Time: 4567.73 ms
[2022-04-13 22:16:29 main:574] : INFO : Epoch 1787 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 4675.03 ms
[2022-04-13 22:16:34 main:574] : INFO : Epoch 1788 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 4568.46 ms
[2022-04-13 22:16:39 main:574] : INFO : Epoch 1789 | loss: 0.0311534 | val_loss: 0.0311645 | Time: 4609.44 ms
[2022-04-13 22:16:43 main:574] : INFO : Epoch 1790 | loss: 0.0311533 | val_loss: 0.0311669 | Time: 4615.63 ms
[2022-04-13 22:16:48 main:574] : INFO : Epoch 1791 | loss: 0.0311527 | val_loss: 0.0311646 | Time: 4488.69 ms
[2022-04-13 22:16:52 main:574] : INFO : Epoch 1792 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 4600.16 ms
[2022-04-13 22:16:57 main:574] : INFO : Epoch 1793 | loss: 0.0311508 | val_loss: 0.0311666 | Time: 4671.58 ms
[2022-04-13 22:17:02 main:574] : INFO : Epoch 1794 | loss: 0.0311503 | val_loss: 0.0311691 | Time: 4622.19 ms
[2022-04-13 22:17:06 main:574] : INFO : Epoch 1795 | loss: 0.0311494 | val_loss: 0.0311636 | Time: 4641.56 ms
[2022-04-13 22:17:11 main:574] : INFO : Epoch 1796 | loss: 0.0311495 | val_loss: 0.0311699 | Time: 4625.84 ms
[2022-04-13 22:17:15 main:574] : INFO : Epoch 1797 | loss: 0.0311526 | val_loss: 0.031168 | Time: 4575.64 ms
[2022-04-13 22:17:20 main:574] : INFO : Epoch 1798 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 4603.49 ms
[2022-04-13 22:17:25 main:574] : INFO : Epoch 1799 | loss: 0.0311478 | val_loss: 0.0311656 | Time: 4625.45 ms
[2022-04-13 22:17:29 main:574] : INFO : Epoch 1800 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 4637.97 ms
[2022-04-13 22:17:34 main:574] : INFO : Epoch 1801 | loss: 0.0311503 | val_loss: 0.0311654 | Time: 4631.55 ms
[2022-04-13 22:17:39 main:574] : INFO : Epoch 1802 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 4645.77 ms
[2022-04-13 22:17:43 main:574] : INFO : Epoch 1803 | loss: 0.0311478 | val_loss: 0.0311694 | Time: 4629.24 ms
[2022-04-13 22:17:48 main:574] : INFO : Epoch 1804 | loss: 0.0311522 | val_loss: 0.0311643 | Time: 4594.83 ms
[2022-04-13 22:17:52 main:574] : INFO : Epoch 1805 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 4599.92 ms
[2022-04-13 22:17:57 main:574] : INFO : Epoch 1806 | loss: 0.0311539 | val_loss: 0.0311712 | Time: 4640.32 ms
[2022-04-13 22:18:02 main:574] : INFO : Epoch 1807 | loss: 0.031154 | val_loss: 0.031168 | Time: 4583.43 ms
[2022-04-13 22:18:06 main:574] : INFO : Epoch 1808 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 4615.25 ms
[2022-04-13 22:18:11 main:574] : INFO : Epoch 1809 | loss: 0.0311506 | val_loss: 0.031173 | Time: 4579.43 ms
[2022-04-13 22:18:15 main:574] : INFO : Epoch 1810 | loss: 0.0311538 | val_loss: 0.0311705 | Time: 4639.03 ms
[2022-04-13 22:18:20 main:574] : INFO : Epoch 1811 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 4560.19 ms
[2022-04-13 22:18:25 main:574] : INFO : Epoch 1812 | loss: 0.0311519 | val_loss: 0.0311678 | Time: 4609.82 ms
[2022-04-13 22:18:29 main:574] : INFO : Epoch 1813 | loss: 0.0311489 | val_loss: 0.0311656 | Time: 4553.55 ms
[2022-04-13 22:18:34 main:574] : INFO : Epoch 1814 | loss: 0.031149 | val_loss: 0.031164 | Time: 4537.49 ms
[2022-04-13 22:18:38 main:574] : INFO : Epoch 1815 | loss: 0.0311485 | val_loss: 0.0311649 | Time: 4576.85 ms
[2022-04-13 22:18:43 main:574] : INFO : Epoch 1816 | loss: 0.0311474 | val_loss: 0.0311641 | Time: 4534.81 ms
[2022-04-13 22:18:47 main:574] : INFO : Epoch 1817 | loss: 0.0311475 | val_loss: 0.0311638 | Time: 4601.77 ms
[2022-04-13 22:18:52 main:574] : INFO : Epoch 1818 | loss: 0.0311504 | val_loss: 0.0311755 | Time: 4636.01 ms
[2022-04-13 22:18:57 main:574] : INFO : Epoch 1819 | loss: 0.0311513 | val_loss: 0.0311765 | Time: 4489.96 ms
[2022-04-13 22:19:01 main:574] : INFO : Epoch 1820 | loss: 0.0311491 | val_loss: 0.0311649 | Time: 4594.87 ms
[2022-04-13 22:19:06 main:574] : INFO : Epoch 1821 | loss: 0.0311478 | val_loss: 0.031165 | Time: 4571.81 ms
[2022-04-13 22:19:10 main:574] : INFO : Epoch 1822 | loss: 0.0311457 | val_loss: 0.0311683 | Time: 4574.16 ms
[2022-04-13 22:19:15 main:574] : INFO : Epoch 1823 | loss: 0.0311474 | val_loss: 0.0311644 | Time: 4586.41 ms
[2022-04-13 22:19:20 main:574] : INFO : Epoch 1824 | loss: 0.0311476 | val_loss: 0.031165 | Time: 4566.83 ms
[2022-04-13 22:19:24 main:574] : INFO : Epoch 1825 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 4552.65 ms
[2022-04-13 22:19:29 main:574] : INFO : Epoch 1826 | loss: 0.0311459 | val_loss: 0.0311682 | Time: 4566.55 ms
[2022-04-13 22:19:33 main:574] : INFO : Epoch 1827 | loss: 0.0311527 | val_loss: 0.0311661 | Time: 4608.6 ms
[2022-04-13 22:19:38 main:574] : INFO : Epoch 1828 | loss: 0.0311495 | val_loss: 0.031167 | Time: 4600.25 ms
[2022-04-13 22:19:42 main:574] : INFO : Epoch 1829 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 4578.82 ms
[2022-04-13 22:19:47 main:574] : INFO : Epoch 1830 | loss: 0.0311517 | val_loss: 0.0311669 | Time: 4616.16 ms
[2022-04-13 22:19:52 main:574] : INFO : Epoch 1831 | loss: 0.0311488 | val_loss: 0.0311649 | Time: 4603.22 ms
[2022-04-13 22:19:56 main:574] : INFO : Epoch 1832 | loss: 0.0311478 | val_loss: 0.031166 | Time: 4563.62 ms
[2022-04-13 22:20:01 main:574] : INFO : Epoch 1833 | loss: 0.0311467 | val_loss: 0.0311642 | Time: 4603.1 ms
[2022-04-13 22:20:05 main:574] : INFO : Epoch 1834 | loss: 0.0311463 | val_loss: 0.0311675 | Time: 4537 ms
[2022-04-13 22:20:10 main:574] : INFO : Epoch 1835 | loss: 0.0311467 | val_loss: 0.031166 | Time: 4536.61 ms
[2022-04-13 22:20:15 main:574] : INFO : Epoch 1836 | loss: 0.0311476 | val_loss: 0.0311702 | Time: 4631.92 ms
[2022-04-13 22:20:19 main:574] : INFO : Epoch 1837 | loss: 0.0311462 | val_loss: 0.0311701 | Time: 4588.24 ms
[2022-04-13 22:20:24 main:574] : INFO : Epoch 1838 | loss: 0.0311444 | val_loss: 0.0311647 | Time: 4593.93 ms
[2022-04-13 22:20:28 main:574] : INFO : Epoch 1839 | loss: 0.031147 | val_loss: 0.0311658 | Time: 4500.29 ms
[2022-04-13 22:20:33 main:574] : INFO : Epoch 1840 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 4555.73 ms
[2022-04-13 22:20:37 main:574] : INFO : Epoch 1841 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 4514.59 ms
[2022-04-13 22:20:42 main:574] : INFO : Epoch 1842 | loss: 0.0311479 | val_loss: 0.0311631 | Time: 4548.76 ms
[2022-04-13 22:20:46 main:574] : INFO : Epoch 1843 | loss: 0.0311463 | val_loss: 0.0311629 | Time: 4528.96 ms
[2022-04-13 22:20:51 main:574] : INFO : Epoch 1844 | loss: 0.0311451 | val_loss: 0.0311631 | Time: 4577.4 ms
[2022-04-13 22:20:56 main:574] : INFO : Epoch 1845 | loss: 0.0311446 | val_loss: 0.0311647 | Time: 4587.75 ms
[2022-04-13 22:21:00 main:574] : INFO : Epoch 1846 | loss: 0.0311476 | val_loss: 0.0311635 | Time: 4554.65 ms
[2022-04-13 22:21:05 main:574] : INFO : Epoch 1847 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 4563.74 ms
[2022-04-13 22:21:09 main:574] : INFO : Epoch 1848 | loss: 0.0311538 | val_loss: 0.0311685 | Time: 4585.45 ms
[2022-04-13 22:21:14 main:574] : INFO : Epoch 1849 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 4559.44 ms
[2022-04-13 22:21:18 main:574] : INFO : Epoch 1850 | loss: 0.0311524 | val_loss: 0.0311674 | Time: 4562.86 ms
[2022-04-13 22:21:23 main:574] : INFO : Epoch 1851 | loss: 0.0311511 | val_loss: 0.0311663 | Time: 4546.86 ms
[2022-04-13 22:21:28 main:574] : INFO : Epoch 1852 | loss: 0.0311508 | val_loss: 0.031172 | Time: 4612.65 ms
[2022-04-13 22:21:32 main:574] : INFO : Epoch 1853 | loss: 0.0311497 | val_loss: 0.0311649 | Time: 4583.1 ms
[2022-04-13 22:21:37 main:574] : INFO : Epoch 1854 | loss: 0.031149 | val_loss: 0.0311655 | Time: 4500.54 ms
[2022-04-13 22:21:41 main:574] : INFO : Epoch 1855 | loss: 0.0311491 | val_loss: 0.031167 | Time: 4560.62 ms
[2022-04-13 22:21:46 main:574] : INFO : Epoch 1856 | loss: 0.0311489 | val_loss: 0.0311623 | Time: 4587.69 ms
[2022-04-13 22:21:50 main:574] : INFO : Epoch 1857 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 4591.39 ms
[2022-04-13 22:21:55 main:574] : INFO : Epoch 1858 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 4567.53 ms
[2022-04-13 22:22:00 main:574] : INFO : Epoch 1859 | loss: 0.0311521 | val_loss: 0.0311673 | Time: 4574.99 ms
[2022-04-13 22:22:04 main:574] : INFO : Epoch 1860 | loss: 0.0311502 | val_loss: 0.0311726 | Time: 4610.46 ms
[2022-04-13 22:22:09 main:574] : INFO : Epoch 1861 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 4542.1 ms
[2022-04-13 22:22:13 main:574] : INFO : Epoch 1862 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 4569.48 ms
[2022-04-13 22:22:18 main:574] : INFO : Epoch 1863 | loss: 0.031149 | val_loss: 0.0311654 | Time: 4542.4 ms
[2022-04-13 22:22:22 main:574] : INFO : Epoch 1864 | loss: 0.0311477 | val_loss: 0.0311691 | Time: 4546.98 ms
[2022-04-13 22:22:27 main:574] : INFO : Epoch 1865 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 4612.51 ms
[2022-04-13 22:22:32 main:574] : INFO : Epoch 1866 | loss: 0.0311477 | val_loss: 0.0311709 | Time: 4514.55 ms
[2022-04-13 22:22:36 main:574] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.0311712 | Time: 4616.69 ms
[2022-04-13 22:22:41 main:574] : INFO : Epoch 1868 | loss: 0.0311488 | val_loss: 0.0311741 | Time: 4512.27 ms
[2022-04-13 22:22:45 main:574] : INFO : Epoch 1869 | loss: 0.0311479 | val_loss: 0.0311693 | Time: 4514.72 ms
[2022-04-13 22:22:50 main:574] : INFO : Epoch 1870 | loss: 0.0311463 | val_loss: 0.031169 | Time: 4556.86 ms
[2022-04-13 22:22:54 main:574] : INFO : Epoch 1871 | loss: 0.0311464 | val_loss: 0.0311704 | Time: 4571.16 ms
[2022-04-13 22:22:59 main:574] : INFO : Epoch 1872 | loss: 0.0311456 | val_loss: 0.031167 | Time: 4582.31 ms
[2022-04-13 22:23:04 main:574] : INFO : Epoch 1873 | loss: 0.0311458 | val_loss: 0.0311701 | Time: 4601.63 ms
[2022-04-13 22:23:08 main:574] : INFO : Epoch 1874 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 4567.31 ms
[2022-04-13 22:23:13 main:574] : INFO : Epoch 1875 | loss: 0.0311444 | val_loss: 0.0311688 | Time: 4654.86 ms
[2022-04-13 22:23:17 main:574] : INFO : Epoch 1876 | loss: 0.0311443 | val_loss: 0.0311712 | Time: 4572.49 ms
[2022-04-13 22:23:22 main:574] : INFO : Epoch 1877 | loss: 0.0311455 | val_loss: 0.0311672 | Time: 4605.33 ms
[2022-04-13 22:23:27 main:574] : INFO : Epoch 1878 | loss: 0.0311452 | val_loss: 0.0311693 | Time: 4605.99 ms
[2022-04-13 22:23:31 main:574] : INFO : Epoch 1879 | loss: 0.0311465 | val_loss: 0.0311733 | Time: 4521.2 ms
[2022-04-13 22:23:36 main:574] : INFO : Epoch 1880 | loss: 0.0311478 | val_loss: 0.0311749 | Time: 4547.74 ms
[2022-04-13 22:23:40 main:574] : INFO : Epoch 1881 | loss: 0.0311453 | val_loss: 0.0311698 | Time: 4589.03 ms
[2022-04-13 22:23:45 main:574] : INFO : Epoch 1882 | loss: 0.0311445 | val_loss: 0.0311693 | Time: 4626.97 ms
[2022-04-13 22:23:50 main:574] : INFO : Epoch 1883 | loss: 0.0311439 | val_loss: 0.0311666 | Time: 4586.98 ms
[2022-04-13 22:23:54 main:574] : INFO : Epoch 1884 | loss: 0.0311441 | val_loss: 0.0311673 | Time: 4533.23 ms
[2022-04-13 22:23:59 main:574] : INFO : Epoch 1885 | loss: 0.0311424 | val_loss: 0.0311723 | Time: 4602.79 ms
[2022-04-13 22:24:03 main:574] : INFO : Epoch 1886 | loss: 0.0311429 | val_loss: 0.031167 | Time: 4593.44 ms
[2022-04-13 22:24:08 main:574] : INFO : Epoch 1887 | loss: 0.0311443 | val_loss: 0.0311672 | Time: 4545.48 ms
[2022-04-13 22:24:13 main:574] : INFO : Epoch 1888 | loss: 0.0311461 | val_loss: 0.0311646 | Time: 4900.41 ms
[2022-04-13 22:24:17 main:574] : INFO : Epoch 1889 | loss: 0.0311459 | val_loss: 0.0311701 | Time: 4649.42 ms
[2022-04-13 22:24:22 main:574] : INFO : Epoch 1890 | loss: 0.031144 | val_loss: 0.031169 | Time: 4530.61 ms
[2022-04-13 22:24:27 main:574] : INFO : Epoch 1891 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 4634.41 ms
[2022-04-13 22:24:31 main:574] : INFO : Epoch 1892 | loss: 0.0311438 | val_loss: 0.0311657 | Time: 4722.63 ms
[2022-04-13 22:24:36 main:574] : INFO : Epoch 1893 | loss: 0.0311443 | val_loss: 0.0311687 | Time: 4598.7 ms
[2022-04-13 22:24:41 main:574] : INFO : Epoch 1894 | loss: 0.0311456 | val_loss: 0.0311717 | Time: 4667.25 ms
[2022-04-13 22:24:45 main:574] : INFO : Epoch 1895 | loss: 0.0311469 | val_loss: 0.0311725 | Time: 4610.54 ms
[2022-04-13 22:24:50 main:574] : INFO : Epoch 1896 | loss: 0.031143 | val_loss: 0.0311672 | Time: 4731.78 ms
[2022-04-13 22:24:55 main:574] : INFO : Epoch 1897 | loss: 0.0311439 | val_loss: 0.0311663 | Time: 4662.24 ms
[2022-04-13 22:24:59 main:574] : INFO : Epoch 1898 | loss: 0.0311422 | val_loss: 0.0311673 | Time: 4729.64 ms
[2022-04-13 22:25:04 main:574] : INFO : Epoch 1899 | loss: 0.0311445 | val_loss: 0.031165 | Time: 4662.68 ms
[2022-04-13 22:25:09 main:574] : INFO : Epoch 1900 | loss: 0.0311434 | val_loss: 0.0311695 | Time: 4631.55 ms
[2022-04-13 22:25:13 main:574] : INFO : Epoch 1901 | loss: 0.0311441 | val_loss: 0.0311693 | Time: 4588.24 ms
[2022-04-13 22:25:18 main:574] : INFO : Epoch 1902 | loss: 0.0311418 | val_loss: 0.0311673 | Time: 4660.71 ms
[2022-04-13 22:25:23 main:574] : INFO : Epoch 1903 | loss: 0.031145 | val_loss: 0.0311706 | Time: 4768.68 ms
[2022-04-13 22:25:27 main:574] : INFO : Epoch 1904 | loss: 0.0311491 | val_loss: 0.031168 | Time: 4693.01 ms
[2022-04-13 22:25:32 main:574] : INFO : Epoch 1905 | loss: 0.0311442 | val_loss: 0.0311671 | Time: 4638.89 ms
[2022-04-13 22:25:37 main:574] : INFO : Epoch 1906 | loss: 0.0311427 | val_loss: 0.03117 | Time: 4719.68 ms
[2022-04-13 22:25:41 main:574] : INFO : Epoch 1907 | loss: 0.0311423 | val_loss: 0.0311707 | Time: 4602.62 ms
[2022-04-13 22:25:46 main:574] : INFO : Epoch 1908 | loss: 0.0311454 | val_loss: 0.0311722 | Time: 4600.8 ms
[2022-04-13 22:25:50 main:574] : INFO : Epoch 1909 | loss: 0.0311452 | val_loss: 0.0311697 | Time: 4567.21 ms
[2022-04-13 22:25:55 main:574] : INFO : Epoch 1910 | loss: 0.0311431 | val_loss: 0.0311682 | Time: 4461.89 ms
[2022-04-13 22:26:00 main:574] : INFO : Epoch 1911 | loss: 0.0311502 | val_loss: 0.0311738 | Time: 4921.13 ms
[2022-04-13 22:26:04 main:574] : INFO : Epoch 1912 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 4584.26 ms
[2022-04-13 22:26:09 main:574] : INFO : Epoch 1913 | loss: 0.0311519 | val_loss: 0.031172 | Time: 4623.2 ms
[2022-04-13 22:26:14 main:574] : INFO : Epoch 1914 | loss: 0.0311489 | val_loss: 0.0311673 | Time: 4610.43 ms
[2022-04-13 22:26:18 main:574] : INFO : Epoch 1915 | loss: 0.0311474 | val_loss: 0.0311655 | Time: 4688.56 ms
[2022-04-13 22:26:24 main:574] : INFO : Epoch 1916 | loss: 0.0311478 | val_loss: 0.0311768 | Time: 5196.52 ms
[2022-04-13 22:26:28 main:574] : INFO : Epoch 1917 | loss: 0.0311442 | val_loss: 0.0311683 | Time: 4636.24 ms
[2022-04-13 22:26:33 main:574] : INFO : Epoch 1918 | loss: 0.031143 | val_loss: 0.0311673 | Time: 4696.22 ms
[2022-04-13 22:26:38 main:574] : INFO : Epoch 1919 | loss: 0.0311435 | val_loss: 0.0311678 | Time: 4695.15 ms
[2022-04-13 22:26:42 main:574] : INFO : Epoch 1920 | loss: 0.0311465 | val_loss: 0.031169 | Time: 4581.86 ms
[2022-04-13 22:26:47 main:574] : INFO : Epoch 1921 | loss: 0.0311502 | val_loss: 0.0311682 | Time: 4572.77 ms
[2022-04-13 22:26:51 main:574] : INFO : Epoch 1922 | loss: 0.0311523 | val_loss: 0.0311726 | Time: 4619.68 ms
[2022-04-13 22:26:56 main:574] : INFO : Epoch 1923 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 4704.75 ms
[2022-04-13 22:27:01 main:574] : INFO : Epoch 1924 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 4604.69 ms
[2022-04-13 22:27:05 main:574] : INFO : Epoch 1925 | loss: 0.0311474 | val_loss: 0.0311713 | Time: 4555.71 ms
[2022-04-13 22:27:10 main:574] : INFO : Epoch 1926 | loss: 0.0311456 | val_loss: 0.0311713 | Time: 4685.65 ms
[2022-04-13 22:27:15 main:574] : INFO : Epoch 1927 | loss: 0.0311464 | val_loss: 0.0311692 | Time: 4619.43 ms
[2022-04-13 22:27:19 main:574] : INFO : Epoch 1928 | loss: 0.0311498 | val_loss: 0.0311692 | Time: 4515.81 ms
[2022-04-13 22:27:24 main:574] : INFO : Epoch 1929 | loss: 0.0311469 | val_loss: 0.0311655 | Time: 4643.6 ms
[2022-04-13 22:27:28 main:574] : INFO : Epoch 1930 | loss: 0.0311462 | val_loss: 0.0311669 | Time: 4654.74 ms
[2022-04-13 22:27:33 main:574] : INFO : Epoch 1931 | loss: 0.0311474 | val_loss: 0.0311694 | Time: 4583.07 ms
[2022-04-13 22:27:38 main:574] : INFO : Epoch 1932 | loss: 0.0311476 | val_loss: 0.031165 | Time: 4673.13 ms
[2022-04-13 22:27:42 main:574] : INFO : Epoch 1933 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 4693.04 ms
[2022-04-13 22:27:47 main:574] : INFO : Epoch 1934 | loss: 0.0311467 | val_loss: 0.0311665 | Time: 4662.61 ms
[2022-04-13 22:27:52 main:574] : INFO : Epoch 1935 | loss: 0.031148 | val_loss: 0.0311698 | Time: 4548.37 ms
[2022-04-13 22:27:56 main:574] : INFO : Epoch 1936 | loss: 0.0311446 | val_loss: 0.0311661 | Time: 4648.92 ms
[2022-04-13 22:28:01 main:574] : INFO : Epoch 1937 | loss: 0.031144 | val_loss: 0.0311649 | Time: 4660.86 ms
[2022-04-13 22:28:06 main:574] : INFO : Epoch 1938 | loss: 0.0311421 | val_loss: 0.0311679 | Time: 4897.56 ms
[2022-04-13 22:28:11 main:574] : INFO : Epoch 1939 | loss: 0.0311412 | val_loss: 0.0311711 | Time: 4650.79 ms
[2022-04-13 22:28:15 main:574] : INFO : Epoch 1940 | loss: 0.0311428 | val_loss: 0.0311651 | Time: 4687.04 ms
[2022-04-13 22:28:20 main:574] : INFO : Epoch 1941 | loss: 0.0311454 | val_loss: 0.0311693 | Time: 4578.51 ms
[2022-04-13 22:28:25 main:574] : INFO : Epoch 1942 | loss: 0.0311445 | val_loss: 0.0311701 | Time: 4718.92 ms
[2022-04-13 22:28:29 main:574] : INFO : Epoch 1943 | loss: 0.0311444 | val_loss: 0.0311684 | Time: 4701.97 ms
[2022-04-13 22:28:34 main:574] : INFO : Epoch 1944 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 4661.33 ms
[2022-04-13 22:28:39 main:574] : INFO : Epoch 1945 | loss: 0.0311403 | val_loss: 0.0311694 | Time: 4678.95 ms
[2022-04-13 22:28:43 main:574] : INFO : Epoch 1946 | loss: 0.0311406 | val_loss: 0.031168 | Time: 4596.33 ms
[2022-04-13 22:28:48 main:574] : INFO : Epoch 1947 | loss: 0.0311401 | val_loss: 0.031173 | Time: 4629.07 ms
[2022-04-13 22:28:52 main:574] : INFO : Epoch 1948 | loss: 0.0311444 | val_loss: 0.0311718 | Time: 4608.34 ms
[2022-04-13 22:28:57 main:574] : INFO : Epoch 1949 | loss: 0.0311447 | val_loss: 0.0311693 | Time: 4620.64 ms
[2022-04-13 22:29:02 main:574] : INFO : Epoch 1950 | loss: 0.0311442 | val_loss: 0.0311695 | Time: 4640.74 ms
[2022-04-13 22:29:06 main:574] : INFO : Epoch 1951 | loss: 0.0311474 | val_loss: 0.0311685 | Time: 4631.23 ms
[2022-04-13 22:29:11 main:574] : INFO : Epoch 1952 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 4712.32 ms
[2022-04-13 22:29:16 main:574] : INFO : Epoch 1953 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 4560.99 ms
[2022-04-13 22:29:20 main:574] : INFO : Epoch 1954 | loss: 0.0311481 | val_loss: 0.0311693 | Time: 4615.24 ms
[2022-04-13 22:29:25 main:574] : INFO : Epoch 1955 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 4636.98 ms
[2022-04-13 22:29:29 main:574] : INFO : Epoch 1956 | loss: 0.031153 | val_loss: 0.0311662 | Time: 4624.65 ms
[2022-04-13 22:29:34 main:574] : INFO : Epoch 1957 | loss: 0.0311513 | val_loss: 0.0311661 | Time: 4666.51 ms
[2022-04-13 22:29:39 main:574] : INFO : Epoch 1958 | loss: 0.0311543 | val_loss: 0.0311638 | Time: 4660.13 ms
[2022-04-13 22:29:44 main:574] : INFO : Epoch 1959 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 4691.59 ms
[2022-04-13 22:29:48 main:574] : INFO : Epoch 1960 | loss: 0.0311525 | val_loss: 0.0311707 | Time: 4648.18 ms
[2022-04-13 22:29:53 main:574] : INFO : Epoch 1961 | loss: 0.031156 | val_loss: 0.0311802 | Time: 4576.95 ms
[2022-04-13 22:29:57 main:574] : INFO : Epoch 1962 | loss: 0.03116 | val_loss: 0.0311811 | Time: 4629.08 ms
[2022-04-13 22:30:02 main:574] : INFO : Epoch 1963 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 4596.51 ms
[2022-04-13 22:30:07 main:574] : INFO : Epoch 1964 | loss: 0.0311563 | val_loss: 0.0311699 | Time: 4624.1 ms
[2022-04-13 22:30:11 main:574] : INFO : Epoch 1965 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 4680.71 ms
[2022-04-13 22:30:16 main:574] : INFO : Epoch 1966 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 4649.11 ms
[2022-04-13 22:30:21 main:574] : INFO : Epoch 1967 | loss: 0.0311514 | val_loss: 0.0311683 | Time: 4592.55 ms
[2022-04-13 22:30:25 main:574] : INFO : Epoch 1968 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 4636.79 ms
[2022-04-13 22:30:30 main:574] : INFO : Epoch 1969 | loss: 0.0311534 | val_loss: 0.0311681 | Time: 4640.29 ms
[2022-04-13 22:30:34 main:574] : INFO : Epoch 1970 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 4584.5 ms
[2022-04-13 22:30:39 main:574] : INFO : Epoch 1971 | loss: 0.031154 | val_loss: 0.0311722 | Time: 4644.51 ms
[2022-04-13 22:30:44 main:574] : INFO : Epoch 1972 | loss: 0.0311519 | val_loss: 0.0311707 | Time: 4588.5 ms
[2022-04-13 22:30:48 main:574] : INFO : Epoch 1973 | loss: 0.031151 | val_loss: 0.0311677 | Time: 4487.3 ms
[2022-04-13 22:30:53 main:574] : INFO : Epoch 1974 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 4617.71 ms
[2022-04-13 22:30:57 main:574] : INFO : Epoch 1975 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 4557.42 ms
[2022-04-13 22:31:02 main:574] : INFO : Epoch 1976 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 4643.09 ms
[2022-04-13 22:31:07 main:574] : INFO : Epoch 1977 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 4602.26 ms
[2022-04-13 22:31:11 main:574] : INFO : Epoch 1978 | loss: 0.0311537 | val_loss: 0.03117 | Time: 4688.67 ms
[2022-04-13 22:31:16 main:574] : INFO : Epoch 1979 | loss: 0.0311528 | val_loss: 0.0311691 | Time: 4600.81 ms
[2022-04-13 22:31:20 main:574] : INFO : Epoch 1980 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 4555.68 ms
[2022-04-13 22:31:25 main:574] : INFO : Epoch 1981 | loss: 0.0311523 | val_loss: 0.0311685 | Time: 4523.12 ms
[2022-04-13 22:31:30 main:574] : INFO : Epoch 1982 | loss: 0.031149 | val_loss: 0.0311652 | Time: 4631.5 ms
[2022-04-13 22:31:34 main:574] : INFO : Epoch 1983 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 4593.22 ms
[2022-04-13 22:31:39 main:574] : INFO : Epoch 1984 | loss: 0.0311471 | val_loss: 0.0311649 | Time: 4583.56 ms
[2022-04-13 22:31:43 main:574] : INFO : Epoch 1985 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 4512.69 ms
[2022-04-13 22:31:48 main:574] : INFO : Epoch 1986 | loss: 0.0311468 | val_loss: 0.0311668 | Time: 4533.12 ms
[2022-04-13 22:31:52 main:574] : INFO : Epoch 1987 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 4605.28 ms
[2022-04-13 22:31:57 main:574] : INFO : Epoch 1988 | loss: 0.0311483 | val_loss: 0.0311717 | Time: 4576.74 ms
[2022-04-13 22:32:02 main:574] : INFO : Epoch 1989 | loss: 0.0311481 | val_loss: 0.0311669 | Time: 4595.81 ms
[2022-04-13 22:32:06 main:574] : INFO : Epoch 1990 | loss: 0.031151 | val_loss: 0.0311647 | Time: 4527.09 ms
[2022-04-13 22:32:11 main:574] : INFO : Epoch 1991 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 4643.31 ms
[2022-04-13 22:32:15 main:574] : INFO : Epoch 1992 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 4563.03 ms
[2022-04-13 22:32:20 main:574] : INFO : Epoch 1993 | loss: 0.0311486 | val_loss: 0.0311668 | Time: 4491.72 ms
[2022-04-13 22:32:24 main:574] : INFO : Epoch 1994 | loss: 0.0311486 | val_loss: 0.0311653 | Time: 4505.82 ms
[2022-04-13 22:32:29 main:574] : INFO : Epoch 1995 | loss: 0.0311496 | val_loss: 0.0311709 | Time: 4585.91 ms
[2022-04-13 22:32:34 main:574] : INFO : Epoch 1996 | loss: 0.0311516 | val_loss: 0.0311686 | Time: 4622.03 ms
[2022-04-13 22:32:38 main:574] : INFO : Epoch 1997 | loss: 0.0311498 | val_loss: 0.0311702 | Time: 4609.08 ms
[2022-04-13 22:32:43 main:574] : INFO : Epoch 1998 | loss: 0.0311514 | val_loss: 0.0311703 | Time: 4587.38 ms
[2022-04-13 22:32:47 main:574] : INFO : Epoch 1999 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 4612.9 ms
[2022-04-13 22:32:52 main:574] : INFO : Epoch 2000 | loss: 0.031149 | val_loss: 0.0311671 | Time: 4583.92 ms
[2022-04-13 22:32:57 main:574] : INFO : Epoch 2001 | loss: 0.0311483 | val_loss: 0.0311649 | Time: 4615.12 ms
[2022-04-13 22:33:01 main:574] : INFO : Epoch 2002 | loss: 0.031147 | val_loss: 0.0311651 | Time: 4609.58 ms
[2022-04-13 22:33:06 main:574] : INFO : Epoch 2003 | loss: 0.0311475 | val_loss: 0.0311651 | Time: 4608.71 ms
[2022-04-13 22:33:10 main:574] : INFO : Epoch 2004 | loss: 0.0311479 | val_loss: 0.031169 | Time: 4552.38 ms
[2022-04-13 22:33:15 main:574] : INFO : Epoch 2005 | loss: 0.0311465 | val_loss: 0.0311734 | Time: 4534.91 ms
[2022-04-13 22:33:20 main:574] : INFO : Epoch 2006 | loss: 0.0311484 | val_loss: 0.0311697 | Time: 4543.24 ms
[2022-04-13 22:33:24 main:574] : INFO : Epoch 2007 | loss: 0.0311452 | val_loss: 0.0311688 | Time: 4631.41 ms
[2022-04-13 22:33:29 main:574] : INFO : Epoch 2008 | loss: 0.0311454 | val_loss: 0.0311693 | Time: 4683.18 ms
[2022-04-13 22:33:33 main:574] : INFO : Epoch 2009 | loss: 0.0311483 | val_loss: 0.0311674 | Time: 4619.74 ms
[2022-04-13 22:33:38 main:574] : INFO : Epoch 2010 | loss: 0.0311451 | val_loss: 0.03117 | Time: 4620.64 ms
[2022-04-13 22:33:43 main:574] : INFO : Epoch 2011 | loss: 0.0311467 | val_loss: 0.0311674 | Time: 4595.53 ms
[2022-04-13 22:33:47 main:574] : INFO : Epoch 2012 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 4596.21 ms
[2022-04-13 22:33:52 main:574] : INFO : Epoch 2013 | loss: 0.0311447 | val_loss: 0.0311684 | Time: 4607.67 ms
[2022-04-13 22:33:56 main:574] : INFO : Epoch 2014 | loss: 0.0311484 | val_loss: 0.0311694 | Time: 4519.95 ms
[2022-04-13 22:34:01 main:574] : INFO : Epoch 2015 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 4657.34 ms
[2022-04-13 22:34:06 main:574] : INFO : Epoch 2016 | loss: 0.0311501 | val_loss: 0.031166 | Time: 4605.1 ms
[2022-04-13 22:34:10 main:574] : INFO : Epoch 2017 | loss: 0.0311511 | val_loss: 0.0311667 | Time: 4536.6 ms
[2022-04-13 22:34:15 main:574] : INFO : Epoch 2018 | loss: 0.0311484 | val_loss: 0.0311696 | Time: 4522.28 ms
[2022-04-13 22:34:19 main:574] : INFO : Epoch 2019 | loss: 0.0311456 | val_loss: 0.031169 | Time: 4652.12 ms
[2022-04-13 22:34:24 main:574] : INFO : Epoch 2020 | loss: 0.0311462 | val_loss: 0.0311716 | Time: 4705.93 ms
[2022-04-13 22:34:29 main:574] : INFO : Epoch 2021 | loss: 0.0311504 | val_loss: 0.031167 | Time: 4962.5 ms
[2022-04-13 22:34:34 main:574] : INFO : Epoch 2022 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 4598.86 ms
[2022-04-13 22:34:38 main:574] : INFO : Epoch 2023 | loss: 0.0311501 | val_loss: 0.0311667 | Time: 4604.25 ms
[2022-04-13 22:34:43 main:574] : INFO : Epoch 2024 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 4615.26 ms
[2022-04-13 22:34:48 main:574] : INFO : Epoch 2025 | loss: 0.0311502 | val_loss: 0.0311647 | Time: 4700 ms
[2022-04-13 22:34:52 main:574] : INFO : Epoch 2026 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 4636.87 ms
[2022-04-13 22:34:57 main:574] : INFO : Epoch 2027 | loss: 0.0311464 | val_loss: 0.0311648 | Time: 4530.48 ms
[2022-04-13 22:35:01 main:574] : INFO : Epoch 2028 | loss: 0.0311477 | val_loss: 0.0311656 | Time: 4639.68 ms
[2022-04-13 22:35:06 main:574] : INFO : Epoch 2029 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 4655.86 ms
[2022-04-13 22:35:11 main:574] : INFO : Epoch 2030 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 4526.38 ms
[2022-04-13 22:35:15 main:574] : INFO : Epoch 2031 | loss: 0.0311454 | val_loss: 0.0311664 | Time: 4576.15 ms
[2022-04-13 22:35:20 main:574] : INFO : Epoch 2032 | loss: 0.0311456 | val_loss: 0.0311692 | Time: 4557.95 ms
[2022-04-13 22:35:24 main:574] : INFO : Epoch 2033 | loss: 0.0311454 | val_loss: 0.0311653 | Time: 4583.63 ms
[2022-04-13 22:35:29 main:574] : INFO : Epoch 2034 | loss: 0.031144 | val_loss: 0.031164 | Time: 4604.62 ms
[2022-04-13 22:35:34 main:574] : INFO : Epoch 2035 | loss: 0.0311429 | val_loss: 0.0311652 | Time: 4612.9 ms
[2022-04-13 22:35:38 main:574] : INFO : Epoch 2036 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 4701.69 ms
[2022-04-13 22:35:43 main:574] : INFO : Epoch 2037 | loss: 0.0311432 | val_loss: 0.0311669 | Time: 4550.55 ms
[2022-04-13 22:35:47 main:574] : INFO : Epoch 2038 | loss: 0.0311426 | val_loss: 0.0311684 | Time: 4549.45 ms
[2022-04-13 22:35:52 main:574] : INFO : Epoch 2039 | loss: 0.0311432 | val_loss: 0.0311653 | Time: 4589.15 ms
[2022-04-13 22:35:57 main:574] : INFO : Epoch 2040 | loss: 0.0311449 | val_loss: 0.0311708 | Time: 4502.08 ms
[2022-04-13 22:36:01 main:574] : INFO : Epoch 2041 | loss: 0.0311462 | val_loss: 0.0311665 | Time: 4671.64 ms
[2022-04-13 22:36:06 main:574] : INFO : Epoch 2042 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 4628.01 ms
[2022-04-13 22:36:10 main:574] : INFO : Epoch 2043 | loss: 0.0311422 | val_loss: 0.0311677 | Time: 4634.11 ms
[2022-04-13 22:36:15 main:574] : INFO : Epoch 2044 | loss: 0.0311436 | val_loss: 0.0311659 | Time: 4582.85 ms
[2022-04-13 22:36:20 main:574] : INFO : Epoch 2045 | loss: 0.0311443 | val_loss: 0.0311735 | Time: 4622.96 ms
[2022-04-13 22:36:24 main:574] : INFO : Epoch 2046 | loss: 0.0311435 | val_loss: 0.0311737 | Time: 4664.1 ms
[2022-04-13 22:36:29 main:574] : INFO : Epoch 2047 | loss: 0.0311443 | val_loss: 0.0311678 | Time: 4618.02 ms
[2022-04-13 22:36:34 main:574] : INFO : Epoch 2048 | loss: 0.0311426 | val_loss: 0.03117 | Time: 4627.84 ms
[2022-04-13 22:36:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03117
[2022-04-13 22:36:34 main:603] : INFO : Saving end state to config to file
[2022-04-13 22:36:34 main:608] : INFO : Success, exiting..
22:36:34 (10920): 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)