Task 13725980
| Name | ParityModified-1647044468-16517-1-0_2 |
| Workunit | 10411320 |
| Created | 24 Mar 2022, 22:01:26 UTC |
| Sent | 24 Mar 2022, 23:16:56 UTC |
| Report deadline | 1 Apr 2022, 23:16:56 UTC |
| Received | 1 Apr 2022, 12:59:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16134 |
| Run time | 2 hours 34 min 48 sec |
| CPU time | 2 hours 33 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,345.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.70 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: 0.0311591 | val_loss: 0.0311731 | Time: 4535.8 ms
[2022-04-01 14:21:24 main:574] : INFO : Epoch 1543 | loss: 0.0311564 | val_loss: 0.0311755 | Time: 4555.46 ms
[2022-04-01 14:21:29 main:574] : INFO : Epoch 1544 | loss: 0.0311581 | val_loss: 0.031183 | Time: 4523.57 ms
[2022-04-01 14:21:34 main:574] : INFO : Epoch 1545 | loss: 0.0311586 | val_loss: 0.0311743 | Time: 4532.67 ms
[2022-04-01 14:21:38 main:574] : INFO : Epoch 1546 | loss: 0.0311584 | val_loss: 0.0311764 | Time: 4527.36 ms
[2022-04-01 14:21:43 main:574] : INFO : Epoch 1547 | loss: 0.031155 | val_loss: 0.0311737 | Time: 4533.39 ms
[2022-04-01 14:21:47 main:574] : INFO : Epoch 1548 | loss: 0.0311537 | val_loss: 0.0311717 | Time: 4549.05 ms
[2022-04-01 14:21:52 main:574] : INFO : Epoch 1549 | loss: 0.0311572 | val_loss: 0.0311745 | Time: 4518.43 ms
[2022-04-01 14:21:56 main:574] : INFO : Epoch 1550 | loss: 0.0311549 | val_loss: 0.0311789 | Time: 4544.14 ms
[2022-04-01 14:22:01 main:574] : INFO : Epoch 1551 | loss: 0.031156 | val_loss: 0.0311702 | Time: 4520.23 ms
[2022-04-01 14:22:05 main:574] : INFO : Epoch 1552 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 4524.93 ms
[2022-04-01 14:22:10 main:574] : INFO : Epoch 1553 | loss: 0.031163 | val_loss: 0.0311715 | Time: 4529.12 ms
[2022-04-01 14:22:14 main:574] : INFO : Epoch 1554 | loss: 0.0311582 | val_loss: 0.0311719 | Time: 4518.7 ms
[2022-04-01 14:22:19 main:574] : INFO : Epoch 1555 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 4525.92 ms
[2022-04-01 14:22:23 main:574] : INFO : Epoch 1556 | loss: 0.031155 | val_loss: 0.0311718 | Time: 4526.72 ms
[2022-04-01 14:22:28 main:574] : INFO : Epoch 1557 | loss: 0.0311545 | val_loss: 0.0311767 | Time: 4550.18 ms
[2022-04-01 14:22:32 main:574] : INFO : Epoch 1558 | loss: 0.0311541 | val_loss: 0.0311767 | Time: 4521.49 ms
[2022-04-01 14:22:37 main:574] : INFO : Epoch 1559 | loss: 0.0311537 | val_loss: 0.0311753 | Time: 4496.98 ms
[2022-04-01 14:22:41 main:574] : INFO : Epoch 1560 | loss: 0.031153 | val_loss: 0.0311736 | Time: 4520.32 ms
[2022-04-01 14:22:46 main:574] : INFO : Epoch 1561 | loss: 0.0311524 | val_loss: 0.0311735 | Time: 4535.8 ms
[2022-04-01 14:22:51 main:574] : INFO : Epoch 1562 | loss: 0.0311531 | val_loss: 0.0311834 | Time: 4501.63 ms
[2022-04-01 14:22:55 main:574] : INFO : Epoch 1563 | loss: 0.031156 | val_loss: 0.031181 | Time: 4559.6 ms
[2022-04-01 14:23:00 main:574] : INFO : Epoch 1564 | loss: 0.0311544 | val_loss: 0.0311729 | Time: 4518.56 ms
[2022-04-01 14:23:04 main:574] : INFO : Epoch 1565 | loss: 0.0311529 | val_loss: 0.0311763 | Time: 4530.67 ms
[2022-04-01 14:23:09 main:574] : INFO : Epoch 1566 | loss: 0.0311548 | val_loss: 0.0311765 | Time: 4520.09 ms
[2022-04-01 14:23:13 main:574] : INFO : Epoch 1567 | loss: 0.0311549 | val_loss: 0.031183 | Time: 4536.86 ms
[2022-04-01 14:23:18 main:574] : INFO : Epoch 1568 | loss: 0.0311556 | val_loss: 0.0311745 | Time: 4525.85 ms
[2022-04-01 14:23:22 main:574] : INFO : Epoch 1569 | loss: 0.0311518 | val_loss: 0.0311741 | Time: 4560.52 ms
[2022-04-01 14:23:27 main:574] : INFO : Epoch 1570 | loss: 0.0311511 | val_loss: 0.031177 | Time: 4542.74 ms
[2022-04-01 14:23:31 main:574] : INFO : Epoch 1571 | loss: 0.0311528 | val_loss: 0.0311792 | Time: 4547.25 ms
[2022-04-01 14:23:36 main:574] : INFO : Epoch 1572 | loss: 0.0311539 | val_loss: 0.0311758 | Time: 4527.8 ms
[2022-04-01 14:23:41 main:574] : INFO : Epoch 1573 | loss: 0.031153 | val_loss: 0.0311714 | Time: 4566.4 ms
[2022-04-01 14:23:45 main:574] : INFO : Epoch 1574 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 4537.77 ms
[2022-04-01 14:23:50 main:574] : INFO : Epoch 1575 | loss: 0.0311535 | val_loss: 0.0311722 | Time: 4545.41 ms
[2022-04-01 14:23:54 main:574] : INFO : Epoch 1576 | loss: 0.0311534 | val_loss: 0.0311871 | Time: 4518.2 ms
[2022-04-01 14:23:59 main:574] : INFO : Epoch 1577 | loss: 0.031152 | val_loss: 0.0311742 | Time: 4532.57 ms
[2022-04-01 14:24:03 main:574] : INFO : Epoch 1578 | loss: 0.0311521 | val_loss: 0.0311754 | Time: 4522.87 ms
[2022-04-01 14:24:08 main:574] : INFO : Epoch 1579 | loss: 0.0311527 | val_loss: 0.0311758 | Time: 4553.15 ms
[2022-04-01 14:24:12 main:574] : INFO : Epoch 1580 | loss: 0.0311518 | val_loss: 0.0311714 | Time: 4511.63 ms
[2022-04-01 14:24:17 main:574] : INFO : Epoch 1581 | loss: 0.0311507 | val_loss: 0.0311742 | Time: 4554.41 ms
[2022-04-01 14:24:21 main:574] : INFO : Epoch 1582 | loss: 0.0311533 | val_loss: 0.0311731 | Time: 4533.36 ms
[2022-04-01 14:24:26 main:574] : INFO : Epoch 1583 | loss: 0.031154 | val_loss: 0.0311748 | Time: 4546.89 ms
[2022-04-01 14:24:30 main:574] : INFO : Epoch 1584 | loss: 0.0311508 | val_loss: 0.0311745 | Time: 4532.41 ms
[2022-04-01 14:24:35 main:574] : INFO : Epoch 1585 | loss: 0.031153 | val_loss: 0.0311757 | Time: 4543.69 ms
[2022-04-01 14:24:39 main:574] : INFO : Epoch 1586 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 4510.98 ms
[2022-04-01 14:24:44 main:574] : INFO : Epoch 1587 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 4557.8 ms
[2022-04-01 14:24:49 main:574] : INFO : Epoch 1588 | loss: 0.0311616 | val_loss: 0.0311826 | Time: 4523.9 ms
[2022-04-01 14:24:53 main:574] : INFO : Epoch 1589 | loss: 0.0311606 | val_loss: 0.0311831 | Time: 4547.74 ms
[2022-04-01 14:24:58 main:574] : INFO : Epoch 1590 | loss: 0.031156 | val_loss: 0.0311781 | Time: 4532.36 ms
[2022-04-01 14:25:02 main:574] : INFO : Epoch 1591 | loss: 0.0311564 | val_loss: 0.0311831 | Time: 4544.55 ms
[2022-04-01 14:25:07 main:574] : INFO : Epoch 1592 | loss: 0.031154 | val_loss: 0.0311726 | Time: 4515.17 ms
[2022-04-01 14:25:11 main:574] : INFO : Epoch 1593 | loss: 0.0311524 | val_loss: 0.0311802 | Time: 4547.22 ms
[2022-04-01 14:25:16 main:574] : INFO : Epoch 1594 | loss: 0.0311541 | val_loss: 0.0311726 | Time: 4525.86 ms
[2022-04-01 14:25:20 main:574] : INFO : Epoch 1595 | loss: 0.0311581 | val_loss: 0.0311812 | Time: 4528.75 ms
[2022-04-01 14:25:25 main:574] : INFO : Epoch 1596 | loss: 0.031152 | val_loss: 0.0311749 | Time: 4542.67 ms
[2022-04-01 14:25:29 main:574] : INFO : Epoch 1597 | loss: 0.0311502 | val_loss: 0.0311746 | Time: 4543.57 ms
[2022-04-01 14:25:34 main:574] : INFO : Epoch 1598 | loss: 0.0311495 | val_loss: 0.0311729 | Time: 4528.94 ms
[2022-04-01 14:25:38 main:574] : INFO : Epoch 1599 | loss: 0.0311499 | val_loss: 0.0311728 | Time: 4536.66 ms
[2022-04-01 14:25:43 main:574] : INFO : Epoch 1600 | loss: 0.0311516 | val_loss: 0.0311765 | Time: 4532.85 ms
[2022-04-01 14:25:48 main:574] : INFO : Epoch 1601 | loss: 0.0311513 | val_loss: 0.0311717 | Time: 4546.18 ms
[2022-04-01 14:25:52 main:574] : INFO : Epoch 1602 | loss: 0.0311524 | val_loss: 0.0311724 | Time: 4544.36 ms
[2022-04-01 14:25:57 main:574] : INFO : Epoch 1603 | loss: 0.0311516 | val_loss: 0.031174 | Time: 4554.72 ms
[2022-04-01 14:26:01 main:574] : INFO : Epoch 1604 | loss: 0.0311517 | val_loss: 0.0311713 | Time: 4509.25 ms
[2022-04-01 14:26:06 main:574] : INFO : Epoch 1605 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 4531.54 ms
[2022-04-01 14:26:10 main:574] : INFO : Epoch 1606 | loss: 0.0311564 | val_loss: 0.0311698 | Time: 4535.05 ms
[2022-04-01 14:26:15 main:574] : INFO : Epoch 1607 | loss: 0.0311555 | val_loss: 0.0311714 | Time: 4507.2 ms
[2022-04-01 14:26:19 main:574] : INFO : Epoch 1608 | loss: 0.0311561 | val_loss: 0.0311773 | Time: 4536.97 ms
[2022-04-01 14:26:24 main:574] : INFO : Epoch 1609 | loss: 0.0311559 | val_loss: 0.0311742 | Time: 4550.82 ms
[2022-04-01 14:26:28 main:574] : INFO : Epoch 1610 | loss: 0.0311556 | val_loss: 0.0311736 | Time: 4530.49 ms
[2022-04-01 14:26:33 main:574] : INFO : Epoch 1611 | loss: 0.0311512 | val_loss: 0.0311745 | Time: 4496.19 ms
[2022-04-01 14:26:37 main:574] : INFO : Epoch 1612 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 4539.08 ms
[2022-04-01 14:26:42 main:574] : INFO : Epoch 1613 | loss: 0.0311526 | val_loss: 0.0311718 | Time: 4527.48 ms
[2022-04-01 14:26:47 main:574] : INFO : Epoch 1614 | loss: 0.0311528 | val_loss: 0.0311728 | Time: 4554.4 ms
[2022-04-01 14:26:51 main:574] : INFO : Epoch 1615 | loss: 0.0311529 | val_loss: 0.0311728 | Time: 4539.68 ms
[2022-04-01 14:26:56 main:574] : INFO : Epoch 1616 | loss: 0.0311523 | val_loss: 0.0311752 | Time: 4536.53 ms
[2022-04-01 14:27:00 main:574] : INFO : Epoch 1617 | loss: 0.0311543 | val_loss: 0.0311773 | Time: 4530.61 ms
[2022-04-01 14:27:05 main:574] : INFO : Epoch 1618 | loss: 0.0311521 | val_loss: 0.0311724 | Time: 4519.36 ms
[2022-04-01 14:27:09 main:574] : INFO : Epoch 1619 | loss: 0.0311502 | val_loss: 0.0311727 | Time: 4526.39 ms
[2022-04-01 14:27:14 main:574] : INFO : Epoch 1620 | loss: 0.0311502 | val_loss: 0.0311718 | Time: 4536.48 ms
[2022-04-01 14:27:18 main:574] : INFO : Epoch 1621 | loss: 0.0311495 | val_loss: 0.0311708 | Time: 4559.4 ms
[2022-04-01 14:27:23 main:574] : INFO : Epoch 1622 | loss: 0.0311491 | val_loss: 0.0311738 | Time: 4544 ms
[2022-04-01 14:27:27 main:574] : INFO : Epoch 1623 | loss: 0.0311512 | val_loss: 0.0311705 | Time: 4529.26 ms
[2022-04-01 14:27:32 main:574] : INFO : Epoch 1624 | loss: 0.0311492 | val_loss: 0.0311715 | Time: 4524.31 ms
[2022-04-01 14:27:36 main:574] : INFO : Epoch 1625 | loss: 0.0311506 | val_loss: 0.0311706 | Time: 4533.03 ms
[2022-04-01 14:27:41 main:574] : INFO : Epoch 1626 | loss: 0.0311492 | val_loss: 0.0311711 | Time: 4514.54 ms
[2022-04-01 14:27:45 main:574] : INFO : Epoch 1627 | loss: 0.0311537 | val_loss: 0.0311713 | Time: 4526.94 ms
[2022-04-01 14:27:50 main:574] : INFO : Epoch 1628 | loss: 0.0311502 | val_loss: 0.031172 | Time: 4506.76 ms
[2022-04-01 14:27:55 main:574] : INFO : Epoch 1629 | loss: 0.0311483 | val_loss: 0.031171 | Time: 4543.23 ms
[2022-04-01 14:27:59 main:574] : INFO : Epoch 1630 | loss: 0.0311477 | val_loss: 0.0311692 | Time: 4540.44 ms
[2022-04-01 14:28:04 main:574] : INFO : Epoch 1631 | loss: 0.0311495 | val_loss: 0.0311711 | Time: 4551.47 ms
[2022-04-01 14:28:08 main:574] : INFO : Epoch 1632 | loss: 0.0311471 | val_loss: 0.0311743 | Time: 4523.74 ms
[2022-04-01 14:28:13 main:574] : INFO : Epoch 1633 | loss: 0.0311517 | val_loss: 0.0311711 | Time: 4536.79 ms
[2022-04-01 14:28:17 main:574] : INFO : Epoch 1634 | loss: 0.0311487 | val_loss: 0.0311709 | Time: 4507.93 ms
[2022-04-01 14:28:22 main:574] : INFO : Epoch 1635 | loss: 0.0311503 | val_loss: 0.0311783 | Time: 4547.42 ms
[2022-04-01 14:28:26 main:574] : INFO : Epoch 1636 | loss: 0.0311487 | val_loss: 0.0311732 | Time: 4542.28 ms
[2022-04-01 14:28:31 main:574] : INFO : Epoch 1637 | loss: 0.0311486 | val_loss: 0.0311752 | Time: 4527.8 ms
[2022-04-01 14:28:35 main:574] : INFO : Epoch 1638 | loss: 0.0311499 | val_loss: 0.0311743 | Time: 4549.21 ms
[2022-04-01 14:28:40 main:574] : INFO : Epoch 1639 | loss: 0.031151 | val_loss: 0.0311753 | Time: 4524.45 ms
[2022-04-01 14:28:44 main:574] : INFO : Epoch 1640 | loss: 0.0311516 | val_loss: 0.0311725 | Time: 4529.91 ms
[2022-04-01 14:28:49 main:574] : INFO : Epoch 1641 | loss: 0.0311481 | val_loss: 0.031173 | Time: 4565.28 ms
[2022-04-01 14:28:54 main:574] : INFO : Epoch 1642 | loss: 0.031147 | val_loss: 0.0311711 | Time: 4540.19 ms
[2022-04-01 14:28:58 main:574] : INFO : Epoch 1643 | loss: 0.0311491 | val_loss: 0.0311821 | Time: 4515.81 ms
[2022-04-01 14:29:03 main:574] : INFO : Epoch 1644 | loss: 0.0311511 | val_loss: 0.0311753 | Time: 4547.16 ms
[2022-04-01 14:29:07 main:574] : INFO : Epoch 1645 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 4521.01 ms
[2022-04-01 14:29:12 main:574] : INFO : Epoch 1646 | loss: 0.0311466 | val_loss: 0.0311723 | Time: 4515.87 ms
[2022-04-01 14:29:16 main:574] : INFO : Epoch 1647 | loss: 0.0311477 | val_loss: 0.0311756 | Time: 4518.63 ms
[2022-04-01 14:29:21 main:574] : INFO : Epoch 1648 | loss: 0.0311493 | val_loss: 0.0311704 | Time: 4525.94 ms
[2022-04-01 14:29:25 main:574] : INFO : Epoch 1649 | loss: 0.0311486 | val_loss: 0.0311746 | Time: 4550.84 ms
[2022-04-01 14:29:30 main:574] : INFO : Epoch 1650 | loss: 0.0311486 | val_loss: 0.0311744 | Time: 4548.86 ms
[2022-04-01 14:29:34 main:574] : INFO : Epoch 1651 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 4530.42 ms
[2022-04-01 14:29:39 main:574] : INFO : Epoch 1652 | loss: 0.0311519 | val_loss: 0.0311757 | Time: 4534.87 ms
[2022-04-01 14:29:43 main:574] : INFO : Epoch 1653 | loss: 0.0311502 | val_loss: 0.0311746 | Time: 4515.42 ms
[2022-04-01 14:29:48 main:574] : INFO : Epoch 1654 | loss: 0.0311499 | val_loss: 0.0311705 | Time: 4515.74 ms
[2022-04-01 14:29:52 main:574] : INFO : Epoch 1655 | loss: 0.0311491 | val_loss: 0.0311738 | Time: 4531.5 ms
[2022-04-01 14:29:57 main:574] : INFO : Epoch 1656 | loss: 0.0311492 | val_loss: 0.0311744 | Time: 4519.88 ms
[2022-04-01 14:30:02 main:574] : INFO : Epoch 1657 | loss: 0.0311482 | val_loss: 0.0311733 | Time: 4522.01 ms
[2022-04-01 14:30:06 main:574] : INFO : Epoch 1658 | loss: 0.0311457 | val_loss: 0.0311766 | Time: 4529.26 ms
[2022-04-01 14:30:11 main:574] : INFO : Epoch 1659 | loss: 0.0311474 | val_loss: 0.0311747 | Time: 4540.62 ms
[2022-04-01 14:30:15 main:574] : INFO : Epoch 1660 | loss: 0.031147 | val_loss: 0.0311767 | Time: 4527.73 ms
[2022-04-01 14:30:20 main:574] : INFO : Epoch 1661 | loss: 0.031151 | val_loss: 0.0311768 | Time: 4524.42 ms
[2022-04-01 14:30:24 main:574] : INFO : Epoch 1662 | loss: 0.0311521 | val_loss: 0.031179 | Time: 4509.63 ms
[2022-04-01 14:30:29 main:574] : INFO : Epoch 1663 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 4538.52 ms
[2022-04-01 14:30:33 main:574] : INFO : Epoch 1664 | loss: 0.0311496 | val_loss: 0.0311724 | Time: 4500.28 ms
[2022-04-01 14:30:38 main:574] : INFO : Epoch 1665 | loss: 0.031147 | val_loss: 0.0311739 | Time: 4541.8 ms
[2022-04-01 14:30:42 main:574] : INFO : Epoch 1666 | loss: 0.031147 | val_loss: 0.0311784 | Time: 4542.4 ms
[2022-04-01 14:30:47 main:574] : INFO : Epoch 1667 | loss: 0.0311474 | val_loss: 0.0311751 | Time: 4512.2 ms
[2022-04-01 14:30:51 main:574] : INFO : Epoch 1668 | loss: 0.0311496 | val_loss: 0.0311723 | Time: 4533.52 ms
[2022-04-01 14:30:56 main:574] : INFO : Epoch 1669 | loss: 0.0311455 | val_loss: 0.0311707 | Time: 4520.59 ms
[2022-04-01 14:31:00 main:574] : INFO : Epoch 1670 | loss: 0.031146 | val_loss: 0.0311771 | Time: 4529.35 ms
[2022-04-01 14:31:05 main:574] : INFO : Epoch 1671 | loss: 0.0311445 | val_loss: 0.0311788 | Time: 4530.28 ms
[2022-04-01 14:31:09 main:574] : INFO : Epoch 1672 | loss: 0.0311471 | val_loss: 0.0311875 | Time: 4529.78 ms
[2022-04-01 14:31:14 main:574] : INFO : Epoch 1673 | loss: 0.0311505 | val_loss: 0.0311745 | Time: 4534.51 ms
[2022-04-01 14:31:19 main:574] : INFO : Epoch 1674 | loss: 0.0311501 | val_loss: 0.031185 | Time: 4526 ms
[2022-04-01 14:31:23 main:574] : INFO : Epoch 1675 | loss: 0.0311511 | val_loss: 0.0311746 | Time: 4527.52 ms
[2022-04-01 14:31:28 main:574] : INFO : Epoch 1676 | loss: 0.0311489 | val_loss: 0.0311777 | Time: 4502.42 ms
[2022-04-01 14:31:32 main:574] : INFO : Epoch 1677 | loss: 0.0311475 | val_loss: 0.0311722 | Time: 4537.73 ms
[2022-04-01 14:31:37 main:574] : INFO : Epoch 1678 | loss: 0.0311455 | val_loss: 0.0311739 | Time: 4536.81 ms
[2022-04-01 14:31:41 main:574] : INFO : Epoch 1679 | loss: 0.0311455 | val_loss: 0.0311723 | Time: 4538.25 ms
[2022-04-01 14:31:46 main:574] : INFO : Epoch 1680 | loss: 0.031151 | val_loss: 0.0311772 | Time: 4527.15 ms
[2022-04-01 14:31:50 main:574] : INFO : Epoch 1681 | loss: 0.0311629 | val_loss: 0.0311842 | Time: 4566.49 ms
[2022-04-01 14:31:55 main:574] : INFO : Epoch 1682 | loss: 0.0311622 | val_loss: 0.0311788 | Time: 4507.61 ms
[2022-04-01 14:31:59 main:574] : INFO : Epoch 1683 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 4509.43 ms
[2022-04-01 14:32:04 main:574] : INFO : Epoch 1684 | loss: 0.0311559 | val_loss: 0.0311689 | Time: 4565.12 ms
[2022-04-01 14:32:08 main:574] : INFO : Epoch 1685 | loss: 0.0311541 | val_loss: 0.031173 | Time: 4547.73 ms
[2022-04-01 14:32:13 main:574] : INFO : Epoch 1686 | loss: 0.0311533 | val_loss: 0.0311684 | Time: 4518.13 ms
[2022-04-01 14:32:17 main:574] : INFO : Epoch 1687 | loss: 0.031151 | val_loss: 0.0311757 | Time: 4526.87 ms
[2022-04-01 14:32:22 main:574] : INFO : Epoch 1688 | loss: 0.0311494 | val_loss: 0.0311747 | Time: 4536.32 ms
[2022-04-01 14:32:27 main:574] : INFO : Epoch 1689 | loss: 0.031151 | val_loss: 0.031176 | Time: 4529.61 ms
[2022-04-01 14:32:31 main:574] : INFO : Epoch 1690 | loss: 0.031153 | val_loss: 0.0311799 | Time: 4565.31 ms
[2022-04-01 14:32:36 main:574] : INFO : Epoch 1691 | loss: 0.0311525 | val_loss: 0.0311741 | Time: 4545.88 ms
[2022-04-01 14:32:40 main:574] : INFO : Epoch 1692 | loss: 0.031149 | val_loss: 0.0311731 | Time: 4531.59 ms
[2022-04-01 14:32:45 main:574] : INFO : Epoch 1693 | loss: 0.0311479 | val_loss: 0.0311718 | Time: 4521.33 ms
[2022-04-01 14:32:49 main:574] : INFO : Epoch 1694 | loss: 0.0311478 | val_loss: 0.031173 | Time: 4536.82 ms
[2022-04-01 14:32:54 main:574] : INFO : Epoch 1695 | loss: 0.0311464 | val_loss: 0.0311761 | Time: 4542.31 ms
[2022-04-01 14:32:58 main:574] : INFO : Epoch 1696 | loss: 0.0311482 | val_loss: 0.0311741 | Time: 4531.9 ms
[2022-04-01 14:33:03 main:574] : INFO : Epoch 1697 | loss: 0.0311504 | val_loss: 0.0311709 | Time: 4553.85 ms
[2022-04-01 14:33:07 main:574] : INFO : Epoch 1698 | loss: 0.0311489 | val_loss: 0.0311703 | Time: 4519.84 ms
[2022-04-01 14:33:12 main:574] : INFO : Epoch 1699 | loss: 0.0311467 | val_loss: 0.0311731 | Time: 4528.86 ms
[2022-04-01 14:33:16 main:574] : INFO : Epoch 1700 | loss: 0.0311464 | val_loss: 0.0311743 | Time: 4538.06 ms
[2022-04-01 14:33:21 main:574] : INFO : Epoch 1701 | loss: 0.0311461 | val_loss: 0.0311738 | Time: 4523.79 ms
[2022-04-01 14:33:26 main:574] : INFO : Epoch 1702 | loss: 0.0311451 | val_loss: 0.0311769 | Time: 4531.82 ms
[2022-04-01 14:33:30 main:574] : INFO : Epoch 1703 | loss: 0.0311454 | val_loss: 0.0311753 | Time: 4521.51 ms
[2022-04-01 14:33:35 main:574] : INFO : Epoch 1704 | loss: 0.0311467 | val_loss: 0.0311803 | Time: 4563.34 ms
[2022-04-01 14:33:39 main:574] : INFO : Epoch 1705 | loss: 0.0311491 | val_loss: 0.0311766 | Time: 4565.27 ms
[2022-04-01 14:33:44 main:574] : INFO : Epoch 1706 | loss: 0.0311451 | val_loss: 0.0311723 | Time: 4546.17 ms
[2022-04-01 14:33:48 main:574] : INFO : Epoch 1707 | loss: 0.0311454 | val_loss: 0.0311739 | Time: 4557.76 ms
[2022-04-01 14:33:53 main:574] : INFO : Epoch 1708 | loss: 0.0311431 | val_loss: 0.0311728 | Time: 4516.24 ms
[2022-04-01 14:33:57 main:574] : INFO : Epoch 1709 | loss: 0.0311511 | val_loss: 0.0311765 | Time: 4550.22 ms
[2022-04-01 14:34:02 main:574] : INFO : Epoch 1710 | loss: 0.0311765 | val_loss: 0.0311767 | Time: 4545.25 ms
[2022-04-01 14:34:07 main:574] : INFO : Epoch 1711 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 4557.43 ms
[2022-04-01 14:34:11 main:574] : INFO : Epoch 1712 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 4546.23 ms
[2022-04-01 14:34:16 main:574] : INFO : Epoch 1713 | loss: 0.031165 | val_loss: 0.0311741 | Time: 4567.58 ms
[2022-04-01 14:34:20 main:574] : INFO : Epoch 1714 | loss: 0.0311577 | val_loss: 0.0311694 | Time: 4532.67 ms
[2022-04-01 14:34:25 main:574] : INFO : Epoch 1715 | loss: 0.0311573 | val_loss: 0.0311786 | Time: 4540.38 ms
[2022-04-01 14:34:29 main:574] : INFO : Epoch 1716 | loss: 0.0311574 | val_loss: 0.031171 | Time: 4539.23 ms
[2022-04-01 14:34:34 main:574] : INFO : Epoch 1717 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 4516.34 ms
[2022-04-01 14:34:38 main:574] : INFO : Epoch 1718 | loss: 0.0311513 | val_loss: 0.031171 | Time: 4529.86 ms
[2022-04-01 14:34:43 main:574] : INFO : Epoch 1719 | loss: 0.0311512 | val_loss: 0.031172 | Time: 4528.51 ms
[2022-04-01 14:34:47 main:574] : INFO : Epoch 1720 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 4524.73 ms
[2022-04-01 14:34:52 main:574] : INFO : Epoch 1721 | loss: 0.0311489 | val_loss: 0.0311701 | Time: 4545.01 ms
[2022-04-01 14:34:56 main:574] : INFO : Epoch 1722 | loss: 0.0311487 | val_loss: 0.0311712 | Time: 4530.32 ms
[2022-04-01 14:35:01 main:574] : INFO : Epoch 1723 | loss: 0.0311473 | val_loss: 0.0311748 | Time: 4527.67 ms
[2022-04-01 14:35:05 main:574] : INFO : Epoch 1724 | loss: 0.0311477 | val_loss: 0.031172 | Time: 4508.33 ms
[2022-04-01 14:35:10 main:574] : INFO : Epoch 1725 | loss: 0.0311542 | val_loss: 0.0311755 | Time: 4545.76 ms
[2022-04-01 14:35:15 main:574] : INFO : Epoch 1726 | loss: 0.0311493 | val_loss: 0.0311719 | Time: 4534 ms
[2022-04-01 14:35:19 main:574] : INFO : Epoch 1727 | loss: 0.0311515 | val_loss: 0.0311719 | Time: 4543.55 ms
[2022-04-01 14:35:24 main:574] : INFO : Epoch 1728 | loss: 0.0311476 | val_loss: 0.0311733 | Time: 4530.04 ms
[2022-04-01 14:35:28 main:574] : INFO : Epoch 1729 | loss: 0.0311489 | val_loss: 0.0311727 | Time: 4533.21 ms
[2022-04-01 14:35:33 main:574] : INFO : Epoch 1730 | loss: 0.0311465 | val_loss: 0.0311807 | Time: 4556.7 ms
[2022-04-01 14:35:37 main:574] : INFO : Epoch 1731 | loss: 0.0311476 | val_loss: 0.0311721 | Time: 4524.4 ms
[2022-04-01 14:35:42 main:574] : INFO : Epoch 1732 | loss: 0.0311482 | val_loss: 0.0311784 | Time: 4550.67 ms
[2022-04-01 14:35:46 main:574] : INFO : Epoch 1733 | loss: 0.03115 | val_loss: 0.0311727 | Time: 4539.53 ms
[2022-04-01 14:35:51 main:574] : INFO : Epoch 1734 | loss: 0.0311472 | val_loss: 0.0311768 | Time: 4506.99 ms
[2022-04-01 14:35:55 main:574] : INFO : Epoch 1735 | loss: 0.0311464 | val_loss: 0.0311724 | Time: 4541.74 ms
[2022-04-01 14:36:00 main:574] : INFO : Epoch 1736 | loss: 0.0311472 | val_loss: 0.0311772 | Time: 4508.52 ms
[2022-04-01 14:36:04 main:574] : INFO : Epoch 1737 | loss: 0.031148 | val_loss: 0.0311771 | Time: 4550.75 ms
[2022-04-01 14:36:09 main:574] : INFO : Epoch 1738 | loss: 0.0311523 | val_loss: 0.0311845 | Time: 4535.57 ms
[2022-04-01 14:36:14 main:574] : INFO : Epoch 1739 | loss: 0.0311514 | val_loss: 0.0311783 | Time: 4521.09 ms
[2022-04-01 14:36:18 main:574] : INFO : Epoch 1740 | loss: 0.0311529 | val_loss: 0.0311766 | Time: 4540.51 ms
[2022-04-01 14:36:23 main:574] : INFO : Epoch 1741 | loss: 0.0311511 | val_loss: 0.0311756 | Time: 4515.45 ms
[2022-04-01 14:36:27 main:574] : INFO : Epoch 1742 | loss: 0.0311499 | val_loss: 0.0311759 | Time: 4527.74 ms
[2022-04-01 14:36:32 main:574] : INFO : Epoch 1743 | loss: 0.0311493 | val_loss: 0.031179 | Time: 4542.32 ms
[2022-04-01 14:36:36 main:574] : INFO : Epoch 1744 | loss: 0.0311478 | val_loss: 0.0311761 | Time: 4510.07 ms
[2022-04-01 14:36:41 main:574] : INFO : Epoch 1745 | loss: 0.0311464 | val_loss: 0.0311733 | Time: 4533.37 ms
[2022-04-01 14:36:45 main:574] : INFO : Epoch 1746 | loss: 0.0311462 | val_loss: 0.0311765 | Time: 4516.29 ms
[2022-04-01 14:36:50 main:574] : INFO : Epoch 1747 | loss: 0.0311471 | val_loss: 0.0311726 | Time: 4561.56 ms
[2022-04-01 14:36:54 main:574] : INFO : Epoch 1748 | loss: 0.0311446 | val_loss: 0.0311723 | Time: 4544.64 ms
[2022-04-01 14:36:59 main:574] : INFO : Epoch 1749 | loss: 0.0311449 | val_loss: 0.0311727 | Time: 4563.9 ms
[2022-04-01 14:37:03 main:574] : INFO : Epoch 1750 | loss: 0.0311482 | val_loss: 0.0311754 | Time: 4538.99 ms
[2022-04-01 14:37:08 main:574] : INFO : Epoch 1751 | loss: 0.0311489 | val_loss: 0.0311793 | Time: 4546.47 ms
[2022-04-01 14:37:13 main:574] : INFO : Epoch 1752 | loss: 0.0311494 | val_loss: 0.0311701 | Time: 4526.13 ms
[2022-04-01 14:37:17 main:574] : INFO : Epoch 1753 | loss: 0.0311566 | val_loss: 0.0311777 | Time: 4562.9 ms
[2022-04-01 14:37:22 main:574] : INFO : Epoch 1754 | loss: 0.0311566 | val_loss: 0.0311849 | Time: 4512.72 ms
[2022-04-01 14:37:26 main:574] : INFO : Epoch 1755 | loss: 0.0311529 | val_loss: 0.0311717 | Time: 4542.89 ms
[2022-04-01 14:37:31 main:574] : INFO : Epoch 1756 | loss: 0.0311505 | val_loss: 0.0311782 | Time: 4555.71 ms
[2022-04-01 14:37:35 main:574] : INFO : Epoch 1757 | loss: 0.0311617 | val_loss: 0.0311807 | Time: 4542.97 ms
[2022-04-01 14:37:40 main:574] : INFO : Epoch 1758 | loss: 0.0311573 | val_loss: 0.0311783 | Time: 4547.39 ms
[2022-04-01 14:37:44 main:574] : INFO : Epoch 1759 | loss: 0.0311539 | val_loss: 0.0311709 | Time: 4585.01 ms
[2022-04-01 14:37:49 main:574] : INFO : Epoch 1760 | loss: 0.0311541 | val_loss: 0.031174 | Time: 4521.51 ms
[2022-04-01 14:37:53 main:574] : INFO : Epoch 1761 | loss: 0.0311517 | val_loss: 0.0311722 | Time: 4540.78 ms
[2022-04-01 14:37:58 main:574] : INFO : Epoch 1762 | loss: 0.0311513 | val_loss: 0.0311717 | Time: 4528.34 ms
[2022-04-01 14:38:03 main:574] : INFO : Epoch 1763 | loss: 0.0311488 | val_loss: 0.0311733 | Time: 4523.19 ms
[2022-04-01 14:38:07 main:574] : INFO : Epoch 1764 | loss: 0.0311472 | val_loss: 0.0311698 | Time: 4530.85 ms
[2022-04-01 14:38:12 main:574] : INFO : Epoch 1765 | loss: 0.0311467 | val_loss: 0.0311743 | Time: 4528.17 ms
[2022-04-01 14:38:16 main:574] : INFO : Epoch 1766 | loss: 0.0311506 | val_loss: 0.0311762 | Time: 4522.42 ms
[2022-04-01 14:38:21 main:574] : INFO : Epoch 1767 | loss: 0.0311473 | val_loss: 0.0311746 | Time: 4553.97 ms
[2022-04-01 14:38:25 main:574] : INFO : Epoch 1768 | loss: 0.0311474 | val_loss: 0.0311789 | Time: 4537.91 ms
[2022-04-01 14:38:30 main:574] : INFO : Epoch 1769 | loss: 0.0311464 | val_loss: 0.0311762 | Time: 4531.27 ms
[2022-04-01 14:38:34 main:574] : INFO : Epoch 1770 | loss: 0.0311468 | val_loss: 0.0311736 | Time: 4540.19 ms
[2022-04-01 14:38:39 main:574] : INFO : Epoch 1771 | loss: 0.0311448 | val_loss: 0.0311735 | Time: 4522.78 ms
[2022-04-01 14:38:43 main:574] : INFO : Epoch 1772 | loss: 0.0311429 | val_loss: 0.0311793 | Time: 4519.76 ms
[2022-04-01 14:38:48 main:574] : INFO : Epoch 1773 | loss: 0.0311426 | val_loss: 0.0311753 | Time: 4548 ms
[2022-04-01 14:38:52 main:574] : INFO : Epoch 1774 | loss: 0.0311421 | val_loss: 0.0311743 | Time: 4538.85 ms
[2022-04-01 14:38:57 main:574] : INFO : Epoch 1775 | loss: 0.0311434 | val_loss: 0.0311741 | Time: 4515.36 ms
[2022-04-01 14:39:01 main:574] : INFO : Epoch 1776 | loss: 0.0311432 | val_loss: 0.0311773 | Time: 4513.92 ms
[2022-04-01 14:39:06 main:574] : INFO : Epoch 1777 | loss: 0.0311446 | val_loss: 0.0311795 | Time: 4530.74 ms
[2022-04-01 14:39:11 main:574] : INFO : Epoch 1778 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 4528.34 ms
[2022-04-01 14:39:15 main:574] : INFO : Epoch 1779 | loss: 0.0311553 | val_loss: 0.0311757 | Time: 4544.36 ms
[2022-04-01 14:39:20 main:574] : INFO : Epoch 1780 | loss: 0.0311525 | val_loss: 0.0311743 | Time: 4518.05 ms
[2022-04-01 14:39:24 main:574] : INFO : Epoch 1781 | loss: 0.0311491 | val_loss: 0.0311704 | Time: 4542.97 ms
[2022-04-01 14:39:29 main:574] : INFO : Epoch 1782 | loss: 0.0311483 | val_loss: 0.0311778 | Time: 4533.23 ms
[2022-04-01 14:39:33 main:574] : INFO : Epoch 1783 | loss: 0.0311457 | val_loss: 0.0311734 | Time: 4543.45 ms
[2022-04-01 14:39:38 main:574] : INFO : Epoch 1784 | loss: 0.0311447 | val_loss: 0.0311735 | Time: 4509.46 ms
[2022-04-01 14:39:42 main:574] : INFO : Epoch 1785 | loss: 0.0311472 | val_loss: 0.0311735 | Time: 4546.49 ms
[2022-04-01 14:39:47 main:574] : INFO : Epoch 1786 | loss: 0.0311477 | val_loss: 0.0311741 | Time: 4524.66 ms
[2022-04-01 14:39:51 main:574] : INFO : Epoch 1787 | loss: 0.0311564 | val_loss: 0.0311754 | Time: 4510.81 ms
[2022-04-01 14:39:56 main:574] : INFO : Epoch 1788 | loss: 0.0311478 | val_loss: 0.0311725 | Time: 4528.76 ms
[2022-04-01 14:40:00 main:574] : INFO : Epoch 1789 | loss: 0.0311441 | val_loss: 0.0311757 | Time: 4545.36 ms
[2022-04-01 14:40:05 main:574] : INFO : Epoch 1790 | loss: 0.0311436 | val_loss: 0.0311716 | Time: 4549.44 ms
[2022-04-01 14:40:10 main:574] : INFO : Epoch 1791 | loss: 0.0311426 | val_loss: 0.0311738 | Time: 4555.42 ms
[2022-04-01 14:40:14 main:574] : INFO : Epoch 1792 | loss: 0.0311426 | val_loss: 0.0311759 | Time: 4503.98 ms
[2022-04-01 14:40:19 main:574] : INFO : Epoch 1793 | loss: 0.0311424 | val_loss: 0.0311735 | Time: 4517.41 ms
[2022-04-01 14:40:23 main:574] : INFO : Epoch 1794 | loss: 0.0311429 | val_loss: 0.0311807 | Time: 4526.28 ms
[2022-04-01 14:40:28 main:574] : INFO : Epoch 1795 | loss: 0.0311406 | val_loss: 0.0311733 | Time: 4536.38 ms
[2022-04-01 14:40:32 main:574] : INFO : Epoch 1796 | loss: 0.0311401 | val_loss: 0.0311791 | Time: 4538.4 ms
[2022-04-01 14:40:37 main:574] : INFO : Epoch 1797 | loss: 0.0311402 | val_loss: 0.0311753 | Time: 4553.78 ms
[2022-04-01 14:40:41 main:574] : INFO : Epoch 1798 | loss: 0.0311416 | val_loss: 0.031182 | Time: 4512.42 ms
[2022-04-01 14:40:46 main:574] : INFO : Epoch 1799 | loss: 0.0311456 | val_loss: 0.031174 | Time: 4548.19 ms
[2022-04-01 14:40:50 main:574] : INFO : Epoch 1800 | loss: 0.0311455 | val_loss: 0.0311762 | Time: 4508.2 ms
[2022-04-01 14:40:55 main:574] : INFO : Epoch 1801 | loss: 0.0311415 | val_loss: 0.0311709 | Time: 4554.37 ms
[2022-04-01 14:40:59 main:574] : INFO : Epoch 1802 | loss: 0.0311437 | val_loss: 0.0311769 | Time: 4526.51 ms
[2022-04-01 14:41:04 main:574] : INFO : Epoch 1803 | loss: 0.0311445 | val_loss: 0.031178 | Time: 4523.37 ms
[2022-04-01 14:41:08 main:574] : INFO : Epoch 1804 | loss: 0.0311413 | val_loss: 0.0311769 | Time: 4511.94 ms
[2022-04-01 14:41:13 main:574] : INFO : Epoch 1805 | loss: 0.0311405 | val_loss: 0.0311744 | Time: 4549.58 ms
[2022-04-01 14:41:17 main:574] : INFO : Epoch 1806 | loss: 0.0311399 | val_loss: 0.0311778 | Time: 4536.22 ms
[2022-04-01 14:41:22 main:574] : INFO : Epoch 1807 | loss: 0.0311405 | val_loss: 0.0311807 | Time: 4541.33 ms
[2022-04-01 14:41:27 main:574] : INFO : Epoch 1808 | loss: 0.0311397 | val_loss: 0.0311758 | Time: 4541.46 ms
[2022-04-01 14:41:31 main:574] : INFO : Epoch 1809 | loss: 0.0311403 | val_loss: 0.0311825 | Time: 4547.05 ms
[2022-04-01 14:41:36 main:574] : INFO : Epoch 1810 | loss: 0.0311421 | val_loss: 0.0311733 | Time: 4526.54 ms
[2022-04-01 14:41:40 main:574] : INFO : Epoch 1811 | loss: 0.0311401 | val_loss: 0.0311854 | Time: 4539.9 ms
[2022-04-01 14:41:45 main:574] : INFO : Epoch 1812 | loss: 0.0311388 | val_loss: 0.0311766 | Time: 4551.48 ms
[2022-04-01 14:41:49 main:574] : INFO : Epoch 1813 | loss: 0.0311406 | val_loss: 0.0311828 | Time: 4555.14 ms
[2022-04-01 14:41:54 main:574] : INFO : Epoch 1814 | loss: 0.0311435 | val_loss: 0.0311839 | Time: 4539.46 ms
[2022-04-01 14:41:58 main:574] : INFO : Epoch 1815 | loss: 0.0311384 | val_loss: 0.0311801 | Time: 4536.76 ms
[2022-04-01 14:42:03 main:574] : INFO : Epoch 1816 | loss: 0.0311415 | val_loss: 0.0311769 | Time: 4529.45 ms
[2022-04-01 14:42:07 main:574] : INFO : Epoch 1817 | loss: 0.0311393 | val_loss: 0.0311809 | Time: 4522.23 ms
[2022-04-01 14:42:12 main:574] : INFO : Epoch 1818 | loss: 0.0311404 | val_loss: 0.0311795 | Time: 4536.92 ms
[2022-04-01 14:42:17 main:574] : INFO : Epoch 1819 | loss: 0.0311383 | val_loss: 0.0311798 | Time: 4516.9 ms
[2022-04-01 14:42:21 main:574] : INFO : Epoch 1820 | loss: 0.03114 | val_loss: 0.0311798 | Time: 4520.88 ms
[2022-04-01 14:42:26 main:574] : INFO : Epoch 1821 | loss: 0.0311385 | val_loss: 0.0311765 | Time: 4541.81 ms
[2022-04-01 14:42:30 main:574] : INFO : Epoch 1822 | loss: 0.0311393 | val_loss: 0.0311815 | Time: 4540.64 ms
[2022-04-01 14:42:35 main:574] : INFO : Epoch 1823 | loss: 0.03114 | val_loss: 0.0311841 | Time: 4526.8 ms
[2022-04-01 14:42:39 main:574] : INFO : Epoch 1824 | loss: 0.0311404 | val_loss: 0.0311785 | Time: 4538.09 ms
[2022-04-01 14:42:44 main:574] : INFO : Epoch 1825 | loss: 0.0311416 | val_loss: 0.0311858 | Time: 4551.32 ms
[2022-04-01 14:42:48 main:574] : INFO : Epoch 1826 | loss: 0.0311381 | val_loss: 0.0311805 | Time: 4524.98 ms
[2022-04-01 14:42:53 main:574] : INFO : Epoch 1827 | loss: 0.0311381 | val_loss: 0.0311786 | Time: 4530.6 ms
[2022-04-01 14:42:57 main:574] : INFO : Epoch 1828 | loss: 0.0311378 | val_loss: 0.0311746 | Time: 4526.06 ms
[2022-04-01 14:43:02 main:574] : INFO : Epoch 1829 | loss: 0.0311393 | val_loss: 0.0311836 | Time: 4536.21 ms
[2022-04-01 14:43:06 main:574] : INFO : Epoch 1830 | loss: 0.0311424 | val_loss: 0.0311717 | Time: 4544.44 ms
[2022-04-01 14:43:11 main:574] : INFO : Epoch 1831 | loss: 0.0311423 | val_loss: 0.0311754 | Time: 4546.75 ms
[2022-04-01 14:43:15 main:574] : INFO : Epoch 1832 | loss: 0.0311444 | val_loss: 0.0311777 | Time: 4498.27 ms
[2022-04-01 14:43:20 main:574] : INFO : Epoch 1833 | loss: 0.0311413 | val_loss: 0.0311786 | Time: 4532.88 ms
[2022-04-01 14:43:25 main:574] : INFO : Epoch 1834 | loss: 0.0311414 | val_loss: 0.0311817 | Time: 4541.85 ms
[2022-04-01 14:43:29 main:574] : INFO : Epoch 1835 | loss: 0.0311396 | val_loss: 0.0311772 | Time: 4538.75 ms
[2022-04-01 14:43:34 main:574] : INFO : Epoch 1836 | loss: 0.0311409 | val_loss: 0.031179 | Time: 4523.28 ms
[2022-04-01 14:43:38 main:574] : INFO : Epoch 1837 | loss: 0.0311392 | val_loss: 0.0311816 | Time: 4540.28 ms
[2022-04-01 14:43:43 main:574] : INFO : Epoch 1838 | loss: 0.0311418 | val_loss: 0.0311782 | Time: 4524.91 ms
[2022-04-01 14:43:47 main:574] : INFO : Epoch 1839 | loss: 0.0311432 | val_loss: 0.0311735 | Time: 4521.6 ms
[2022-04-01 14:43:52 main:574] : INFO : Epoch 1840 | loss: 0.0311457 | val_loss: 0.031182 | Time: 4542.78 ms
[2022-04-01 14:43:56 main:574] : INFO : Epoch 1841 | loss: 0.0311469 | val_loss: 0.0311823 | Time: 4511.58 ms
[2022-04-01 14:44:01 main:574] : INFO : Epoch 1842 | loss: 0.0311429 | val_loss: 0.0311764 | Time: 4529.32 ms
[2022-04-01 14:44:05 main:574] : INFO : Epoch 1843 | loss: 0.0311451 | val_loss: 0.0311812 | Time: 4544.37 ms
[2022-04-01 14:44:10 main:574] : INFO : Epoch 1844 | loss: 0.0311405 | val_loss: 0.0311749 | Time: 4527.54 ms
[2022-04-01 14:44:14 main:574] : INFO : Epoch 1845 | loss: 0.0311392 | val_loss: 0.0311815 | Time: 4524.94 ms
[2022-04-01 14:44:19 main:574] : INFO : Epoch 1846 | loss: 0.0311385 | val_loss: 0.0311763 | Time: 4532.62 ms
[2022-04-01 14:44:23 main:574] : INFO : Epoch 1847 | loss: 0.0311379 | val_loss: 0.0311802 | Time: 4511.97 ms
[2022-04-01 14:44:28 main:574] : INFO : Epoch 1848 | loss: 0.0311383 | val_loss: 0.0311829 | Time: 4516.84 ms
[2022-04-01 14:44:32 main:574] : INFO : Epoch 1849 | loss: 0.0311386 | val_loss: 0.031175 | Time: 4499.28 ms
[2022-04-01 14:44:37 main:574] : INFO : Epoch 1850 | loss: 0.0311403 | val_loss: 0.0311813 | Time: 4514.66 ms
[2022-04-01 14:44:42 main:574] : INFO : Epoch 1851 | loss: 0.0311428 | val_loss: 0.0311746 | Time: 4545.11 ms
[2022-04-01 14:44:46 main:574] : INFO : Epoch 1852 | loss: 0.0311407 | val_loss: 0.0311772 | Time: 4543.25 ms
[2022-04-01 14:44:51 main:574] : INFO : Epoch 1853 | loss: 0.0311406 | val_loss: 0.0311796 | Time: 4523.53 ms
[2022-04-01 14:44:55 main:574] : INFO : Epoch 1854 | loss: 0.0311416 | val_loss: 0.0311743 | Time: 4515.58 ms
[2022-04-01 14:45:00 main:574] : INFO : Epoch 1855 | loss: 0.0311425 | val_loss: 0.0311869 | Time: 4540.46 ms
[2022-04-01 14:45:04 main:574] : INFO : Epoch 1856 | loss: 0.0311412 | val_loss: 0.0311739 | Time: 4520.83 ms
[2022-04-01 14:45:09 main:574] : INFO : Epoch 1857 | loss: 0.0311421 | val_loss: 0.0311748 | Time: 4549.62 ms
[2022-04-01 14:45:13 main:574] : INFO : Epoch 1858 | loss: 0.0311387 | val_loss: 0.0311772 | Time: 4539.41 ms
[2022-04-01 14:45:18 main:574] : INFO : Epoch 1859 | loss: 0.0311394 | val_loss: 0.031178 | Time: 4536.96 ms
[2022-04-01 14:45:22 main:574] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.0311806 | Time: 4530.16 ms
[2022-04-01 14:45:27 main:574] : INFO : Epoch 1861 | loss: 0.0311383 | val_loss: 0.0311828 | Time: 4538.4 ms
[2022-04-01 14:45:31 main:574] : INFO : Epoch 1862 | loss: 0.0311389 | val_loss: 0.0311859 | Time: 4508.42 ms
[2022-04-01 14:45:36 main:574] : INFO : Epoch 1863 | loss: 0.0311371 | val_loss: 0.0311812 | Time: 4539.09 ms
[2022-04-01 14:45:40 main:574] : INFO : Epoch 1864 | loss: 0.0311362 | val_loss: 0.0311783 | Time: 4501.82 ms
[2022-04-01 14:45:45 main:574] : INFO : Epoch 1865 | loss: 0.0311367 | val_loss: 0.0311796 | Time: 4541.2 ms
[2022-04-01 14:45:50 main:574] : INFO : Epoch 1866 | loss: 0.0311409 | val_loss: 0.0311783 | Time: 4549.39 ms
[2022-04-01 14:45:54 main:574] : INFO : Epoch 1867 | loss: 0.031138 | val_loss: 0.0311873 | Time: 4531.38 ms
[2022-04-01 14:45:59 main:574] : INFO : Epoch 1868 | loss: 0.0311373 | val_loss: 0.0311758 | Time: 4555.27 ms
[2022-04-01 14:46:03 main:574] : INFO : Epoch 1869 | loss: 0.0311404 | val_loss: 0.0311767 | Time: 4547.84 ms
[2022-04-01 14:46:08 main:574] : INFO : Epoch 1870 | loss: 0.0311384 | val_loss: 0.0311812 | Time: 4531.71 ms
[2022-04-01 14:46:12 main:574] : INFO : Epoch 1871 | loss: 0.0311385 | val_loss: 0.0311825 | Time: 4546.58 ms
[2022-04-01 14:46:17 main:574] : INFO : Epoch 1872 | loss: 0.0311394 | val_loss: 0.0311894 | Time: 4528.36 ms
[2022-04-01 14:46:21 main:574] : INFO : Epoch 1873 | loss: 0.0311409 | val_loss: 0.0311761 | Time: 4533.47 ms
[2022-04-01 14:46:26 main:574] : INFO : Epoch 1874 | loss: 0.0311441 | val_loss: 0.0311744 | Time: 4532.14 ms
[2022-04-01 14:46:30 main:574] : INFO : Epoch 1875 | loss: 0.0311485 | val_loss: 0.0311869 | Time: 4516.97 ms
[2022-04-01 14:46:35 main:574] : INFO : Epoch 1876 | loss: 0.0311556 | val_loss: 0.0311795 | Time: 4514.49 ms
[2022-04-01 14:46:39 main:574] : INFO : Epoch 1877 | loss: 0.0311518 | val_loss: 0.0311749 | Time: 4541.36 ms
[2022-04-01 14:46:44 main:574] : INFO : Epoch 1878 | loss: 0.0311467 | val_loss: 0.0311748 | Time: 4538.69 ms
[2022-04-01 14:46:49 main:574] : INFO : Epoch 1879 | loss: 0.0311426 | val_loss: 0.0311713 | Time: 4569.86 ms
[2022-04-01 14:46:53 main:574] : INFO : Epoch 1880 | loss: 0.0311417 | val_loss: 0.0311788 | Time: 4547.12 ms
[2022-04-01 14:46:58 main:574] : INFO : Epoch 1881 | loss: 0.0311418 | val_loss: 0.0311767 | Time: 4530.13 ms
[2022-04-01 14:47:02 main:574] : INFO : Epoch 1882 | loss: 0.0311393 | val_loss: 0.03118 | Time: 4516.92 ms
[2022-04-01 14:47:07 main:574] : INFO : Epoch 1883 | loss: 0.0311381 | val_loss: 0.0311773 | Time: 4537.29 ms
[2022-04-01 14:47:11 main:574] : INFO : Epoch 1884 | loss: 0.0311405 | val_loss: 0.031176 | Time: 4514.39 ms
[2022-04-01 14:47:16 main:574] : INFO : Epoch 1885 | loss: 0.0311386 | val_loss: 0.0311867 | Time: 4556.76 ms
[2022-04-01 14:47:20 main:574] : INFO : Epoch 1886 | loss: 0.0311409 | val_loss: 0.0311776 | Time: 4551.46 ms
[2022-04-01 14:47:25 main:574] : INFO : Epoch 1887 | loss: 0.0311407 | val_loss: 0.0311823 | Time: 4560.74 ms
[2022-04-01 14:47:29 main:574] : INFO : Epoch 1888 | loss: 0.0311416 | val_loss: 0.0311787 | Time: 4531.39 ms
[2022-04-01 14:47:34 main:574] : INFO : Epoch 1889 | loss: 0.0311435 | val_loss: 0.03118 | Time: 4546.26 ms
[2022-04-01 14:47:39 main:574] : INFO : Epoch 1890 | loss: 0.031143 | val_loss: 0.0311792 | Time: 4535.66 ms
[2022-04-01 14:47:43 main:574] : INFO : Epoch 1891 | loss: 0.0311412 | val_loss: 0.0311799 | Time: 4542.83 ms
[2022-04-01 14:47:48 main:574] : INFO : Epoch 1892 | loss: 0.0311421 | val_loss: 0.0311751 | Time: 4522.63 ms
[2022-04-01 14:47:52 main:574] : INFO : Epoch 1893 | loss: 0.031139 | val_loss: 0.0311804 | Time: 4537.05 ms
[2022-04-01 14:47:57 main:574] : INFO : Epoch 1894 | loss: 0.0311394 | val_loss: 0.0311761 | Time: 4530.46 ms
[2022-04-01 14:48:01 main:574] : INFO : Epoch 1895 | loss: 0.0311389 | val_loss: 0.0311854 | Time: 4538.58 ms
[2022-04-01 14:48:06 main:574] : INFO : Epoch 1896 | loss: 0.0311368 | val_loss: 0.0311791 | Time: 4526.85 ms
[2022-04-01 14:48:10 main:574] : INFO : Epoch 1897 | loss: 0.0311364 | val_loss: 0.0311805 | Time: 4559.07 ms
[2022-04-01 14:48:15 main:574] : INFO : Epoch 1898 | loss: 0.0311371 | val_loss: 0.0311795 | Time: 4536.54 ms
[2022-04-01 14:48:19 main:574] : INFO : Epoch 1899 | loss: 0.0311444 | val_loss: 0.0311809 | Time: 4539.72 ms
[2022-04-01 14:48:24 main:574] : INFO : Epoch 1900 | loss: 0.0311482 | val_loss: 0.031176 | Time: 4519.86 ms
[2022-04-01 14:48:28 main:574] : INFO : Epoch 1901 | loss: 0.0311447 | val_loss: 0.0311773 | Time: 4526.8 ms
[2022-04-01 14:48:33 main:574] : INFO : Epoch 1902 | loss: 0.0311441 | val_loss: 0.0311833 | Time: 4528.57 ms
[2022-04-01 14:48:38 main:574] : INFO : Epoch 1903 | loss: 0.0311439 | val_loss: 0.0311874 | Time: 4545.19 ms
[2022-04-01 14:48:42 main:574] : INFO : Epoch 1904 | loss: 0.0311431 | val_loss: 0.0311807 | Time: 4500.67 ms
[2022-04-01 14:48:47 main:574] : INFO : Epoch 1905 | loss: 0.0311428 | val_loss: 0.0311734 | Time: 4546.64 ms
[2022-04-01 14:48:51 main:574] : INFO : Epoch 1906 | loss: 0.0311391 | val_loss: 0.0311746 | Time: 4539.2 ms
[2022-04-01 14:48:56 main:574] : INFO : Epoch 1907 | loss: 0.0311379 | val_loss: 0.0311762 | Time: 4523.52 ms
[2022-04-01 14:49:00 main:574] : INFO : Epoch 1908 | loss: 0.0311412 | val_loss: 0.0311749 | Time: 4524.5 ms
[2022-04-01 14:49:05 main:574] : INFO : Epoch 1909 | loss: 0.0311399 | val_loss: 0.0311829 | Time: 4541.97 ms
[2022-04-01 14:49:09 main:574] : INFO : Epoch 1910 | loss: 0.0311378 | val_loss: 0.0311772 | Time: 4524.81 ms
[2022-04-01 14:49:14 main:574] : INFO : Epoch 1911 | loss: 0.031141 | val_loss: 0.03118 | Time: 4528.65 ms
[2022-04-01 14:49:18 main:574] : INFO : Epoch 1912 | loss: 0.0311385 | val_loss: 0.0311779 | Time: 4524.71 ms
[2022-04-01 14:49:23 main:574] : INFO : Epoch 1913 | loss: 0.0311379 | val_loss: 0.031181 | Time: 4522.47 ms
[2022-04-01 14:49:27 main:574] : INFO : Epoch 1914 | loss: 0.0311385 | val_loss: 0.0311837 | Time: 4555.17 ms
[2022-04-01 14:49:32 main:574] : INFO : Epoch 1915 | loss: 0.0311401 | val_loss: 0.03118 | Time: 4527.09 ms
[2022-04-01 14:49:36 main:574] : INFO : Epoch 1916 | loss: 0.0311398 | val_loss: 0.0311818 | Time: 4533.37 ms
[2022-04-01 14:49:41 main:574] : INFO : Epoch 1917 | loss: 0.0311403 | val_loss: 0.0311785 | Time: 4544.5 ms
[2022-04-01 14:49:46 main:574] : INFO : Epoch 1918 | loss: 0.0311369 | val_loss: 0.0311759 | Time: 4534.34 ms
[2022-04-01 14:49:50 main:574] : INFO : Epoch 1919 | loss: 0.0311439 | val_loss: 0.0311814 | Time: 4518.63 ms
[2022-04-01 14:49:55 main:574] : INFO : Epoch 1920 | loss: 0.0311398 | val_loss: 0.0311728 | Time: 4532.08 ms
[2022-04-01 14:49:59 main:574] : INFO : Epoch 1921 | loss: 0.031139 | val_loss: 0.0311831 | Time: 4528.23 ms
[2022-04-01 14:50:04 main:574] : INFO : Epoch 1922 | loss: 0.0311385 | val_loss: 0.0311847 | Time: 4524.95 ms
[2022-04-01 14:50:08 main:574] : INFO : Epoch 1923 | loss: 0.031139 | val_loss: 0.0311904 | Time: 4543.12 ms
[2022-04-01 14:50:13 main:574] : INFO : Epoch 1924 | loss: 0.0311436 | val_loss: 0.0311856 | Time: 4534.26 ms
[2022-04-01 14:50:17 main:574] : INFO : Epoch 1925 | loss: 0.0311378 | val_loss: 0.03118 | Time: 4562.05 ms
[2022-04-01 14:50:22 main:574] : INFO : Epoch 1926 | loss: 0.0311353 | val_loss: 0.0311806 | Time: 4544.59 ms
[2022-04-01 14:50:26 main:574] : INFO : Epoch 1927 | loss: 0.0311362 | val_loss: 0.0311761 | Time: 4527.86 ms
[2022-04-01 14:50:31 main:574] : INFO : Epoch 1928 | loss: 0.031138 | val_loss: 0.0311811 | Time: 4545.68 ms
[2022-04-01 14:50:35 main:574] : INFO : Epoch 1929 | loss: 0.0311366 | val_loss: 0.0311786 | Time: 4535.45 ms
[2022-04-01 14:50:40 main:574] : INFO : Epoch 1930 | loss: 0.031136 | val_loss: 0.0311776 | Time: 4539.38 ms
[2022-04-01 14:50:45 main:574] : INFO : Epoch 1931 | loss: 0.0311361 | val_loss: 0.0311808 | Time: 4556.7 ms
[2022-04-01 14:50:49 main:574] : INFO : Epoch 1932 | loss: 0.0311386 | val_loss: 0.0311762 | Time: 4516.91 ms
[2022-04-01 14:50:54 main:574] : INFO : Epoch 1933 | loss: 0.0311399 | val_loss: 0.0311759 | Time: 4546.85 ms
[2022-04-01 14:50:58 main:574] : INFO : Epoch 1934 | loss: 0.0311401 | val_loss: 0.0311838 | Time: 4527.52 ms
[2022-04-01 14:51:03 main:574] : INFO : Epoch 1935 | loss: 0.031138 | val_loss: 0.0311832 | Time: 4536.56 ms
[2022-04-01 14:51:07 main:574] : INFO : Epoch 1936 | loss: 0.0311373 | val_loss: 0.0311818 | Time: 4519.83 ms
[2022-04-01 14:51:12 main:574] : INFO : Epoch 1937 | loss: 0.031137 | val_loss: 0.0311785 | Time: 4533.6 ms
[2022-04-01 14:51:16 main:574] : INFO : Epoch 1938 | loss: 0.0311413 | val_loss: 0.0311922 | Time: 4538.65 ms
[2022-04-01 14:51:21 main:574] : INFO : Epoch 1939 | loss: 0.0311385 | val_loss: 0.0311785 | Time: 4544.12 ms
[2022-04-01 14:51:25 main:574] : INFO : Epoch 1940 | loss: 0.0311421 | val_loss: 0.0311767 | Time: 4530.07 ms
[2022-04-01 14:51:30 main:574] : INFO : Epoch 1941 | loss: 0.0311481 | val_loss: 0.0311847 | Time: 4523.9 ms
[2022-04-01 14:51:34 main:574] : INFO : Epoch 1942 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 4552.86 ms
[2022-04-01 14:51:39 main:574] : INFO : Epoch 1943 | loss: 0.0311505 | val_loss: 0.0311763 | Time: 4530.45 ms
[2022-04-01 14:51:44 main:574] : INFO : Epoch 1944 | loss: 0.0311451 | val_loss: 0.0311799 | Time: 4529.73 ms
[2022-04-01 14:51:48 main:574] : INFO : Epoch 1945 | loss: 0.0311433 | val_loss: 0.0311771 | Time: 4529.8 ms
[2022-04-01 14:51:53 main:574] : INFO : Epoch 1946 | loss: 0.0311408 | val_loss: 0.0311768 | Time: 4532.7 ms
[2022-04-01 14:51:57 main:574] : INFO : Epoch 1947 | loss: 0.0311445 | val_loss: 0.0311841 | Time: 4532.92 ms
[2022-04-01 14:52:02 main:574] : INFO : Epoch 1948 | loss: 0.0311433 | val_loss: 0.0311818 | Time: 4542.1 ms
[2022-04-01 14:52:06 main:574] : INFO : Epoch 1949 | loss: 0.0311464 | val_loss: 0.0311848 | Time: 4533.87 ms
[2022-04-01 14:52:11 main:574] : INFO : Epoch 1950 | loss: 0.0311444 | val_loss: 0.0311775 | Time: 4511.64 ms
[2022-04-01 14:52:15 main:574] : INFO : Epoch 1951 | loss: 0.0311443 | val_loss: 0.031177 | Time: 4529.95 ms
[2022-04-01 14:52:20 main:574] : INFO : Epoch 1952 | loss: 0.0311475 | val_loss: 0.0311713 | Time: 4530.76 ms
[2022-04-01 14:52:24 main:574] : INFO : Epoch 1953 | loss: 0.0311439 | val_loss: 0.0311894 | Time: 4525.29 ms
[2022-04-01 14:52:29 main:574] : INFO : Epoch 1954 | loss: 0.0311431 | val_loss: 0.0311784 | Time: 4545.98 ms
[2022-04-01 14:52:33 main:574] : INFO : Epoch 1955 | loss: 0.0311383 | val_loss: 0.0311784 | Time: 4516.33 ms
[2022-04-01 14:52:38 main:574] : INFO : Epoch 1956 | loss: 0.0311374 | val_loss: 0.0311748 | Time: 4530.37 ms
[2022-04-01 14:52:42 main:574] : INFO : Epoch 1957 | loss: 0.0311434 | val_loss: 0.0311857 | Time: 4522.12 ms
[2022-04-01 14:52:47 main:574] : INFO : Epoch 1958 | loss: 0.0311474 | val_loss: 0.0311763 | Time: 4537.61 ms
[2022-04-01 14:52:52 main:574] : INFO : Epoch 1959 | loss: 0.0311526 | val_loss: 0.0311768 | Time: 4537.84 ms
[2022-04-01 14:52:56 main:574] : INFO : Epoch 1960 | loss: 0.0311446 | val_loss: 0.0311741 | Time: 4540.97 ms
[2022-04-01 14:53:01 main:574] : INFO : Epoch 1961 | loss: 0.0311427 | val_loss: 0.0311805 | Time: 4551.14 ms
[2022-04-01 14:53:05 main:574] : INFO : Epoch 1962 | loss: 0.0311457 | val_loss: 0.0311771 | Time: 4522.41 ms
[2022-04-01 14:53:10 main:574] : INFO : Epoch 1963 | loss: 0.031145 | val_loss: 0.0311749 | Time: 4548.37 ms
[2022-04-01 14:53:14 main:574] : INFO : Epoch 1964 | loss: 0.0311409 | val_loss: 0.0311734 | Time: 4523.27 ms
[2022-04-01 14:53:19 main:574] : INFO : Epoch 1965 | loss: 0.0311384 | val_loss: 0.0311767 | Time: 4533.9 ms
[2022-04-01 14:53:23 main:574] : INFO : Epoch 1966 | loss: 0.0311393 | val_loss: 0.031175 | Time: 4509.98 ms
[2022-04-01 14:53:28 main:574] : INFO : Epoch 1967 | loss: 0.0311391 | val_loss: 0.0311813 | Time: 4565.49 ms
[2022-04-01 14:53:32 main:574] : INFO : Epoch 1968 | loss: 0.0311395 | val_loss: 0.031179 | Time: 4514.12 ms
[2022-04-01 14:53:37 main:574] : INFO : Epoch 1969 | loss: 0.0311395 | val_loss: 0.0311789 | Time: 4543.59 ms
[2022-04-01 14:53:41 main:574] : INFO : Epoch 1970 | loss: 0.03114 | val_loss: 0.0311778 | Time: 4536.23 ms
[2022-04-01 14:53:46 main:574] : INFO : Epoch 1971 | loss: 0.0311414 | val_loss: 0.0311819 | Time: 4538.85 ms
[2022-04-01 14:53:51 main:574] : INFO : Epoch 1972 | loss: 0.0311437 | val_loss: 0.0311716 | Time: 4517.68 ms
[2022-04-01 14:53:55 main:574] : INFO : Epoch 1973 | loss: 0.0311451 | val_loss: 0.0311757 | Time: 4538.4 ms
[2022-04-01 14:54:00 main:574] : INFO : Epoch 1974 | loss: 0.0311446 | val_loss: 0.0311731 | Time: 4500.27 ms
[2022-04-01 14:54:04 main:574] : INFO : Epoch 1975 | loss: 0.0311426 | val_loss: 0.0311744 | Time: 4540.45 ms
[2022-04-01 14:54:09 main:574] : INFO : Epoch 1976 | loss: 0.031139 | val_loss: 0.031174 | Time: 4533.17 ms
[2022-04-01 14:54:13 main:574] : INFO : Epoch 1977 | loss: 0.0311371 | val_loss: 0.0311725 | Time: 4557.66 ms
[2022-04-01 14:54:18 main:574] : INFO : Epoch 1978 | loss: 0.0311388 | val_loss: 0.0311831 | Time: 4527.49 ms
[2022-04-01 14:54:22 main:574] : INFO : Epoch 1979 | loss: 0.0311382 | val_loss: 0.0311763 | Time: 4555.24 ms
[2022-04-01 14:54:27 main:574] : INFO : Epoch 1980 | loss: 0.0311386 | val_loss: 0.0311745 | Time: 4524.81 ms
[2022-04-01 14:54:31 main:574] : INFO : Epoch 1981 | loss: 0.0311388 | val_loss: 0.0311801 | Time: 4574.69 ms
[2022-04-01 14:54:36 main:574] : INFO : Epoch 1982 | loss: 0.031139 | val_loss: 0.0311812 | Time: 4539.72 ms
[2022-04-01 14:54:40 main:574] : INFO : Epoch 1983 | loss: 0.0311465 | val_loss: 0.0311741 | Time: 4533.98 ms
[2022-04-01 14:54:45 main:574] : INFO : Epoch 1984 | loss: 0.0311435 | val_loss: 0.0311793 | Time: 4538.33 ms
[2022-04-01 14:54:50 main:574] : INFO : Epoch 1985 | loss: 0.0311421 | val_loss: 0.031184 | Time: 4537.61 ms
[2022-04-01 14:54:54 main:574] : INFO : Epoch 1986 | loss: 0.0311445 | val_loss: 0.0311796 | Time: 4540.53 ms
[2022-04-01 14:54:59 main:574] : INFO : Epoch 1987 | loss: 0.0311401 | val_loss: 0.0311793 | Time: 4551 ms
[2022-04-01 14:55:03 main:574] : INFO : Epoch 1988 | loss: 0.0311384 | val_loss: 0.0311803 | Time: 4533.99 ms
[2022-04-01 14:55:08 main:574] : INFO : Epoch 1989 | loss: 0.0311379 | val_loss: 0.031174 | Time: 4528.32 ms
[2022-04-01 14:55:12 main:574] : INFO : Epoch 1990 | loss: 0.0311351 | val_loss: 0.0311793 | Time: 4528.49 ms
[2022-04-01 14:55:17 main:574] : INFO : Epoch 1991 | loss: 0.0311344 | val_loss: 0.0311808 | Time: 4564.32 ms
[2022-04-01 14:55:21 main:574] : INFO : Epoch 1992 | loss: 0.0311339 | val_loss: 0.0311801 | Time: 4530.17 ms
[2022-04-01 14:55:26 main:574] : INFO : Epoch 1993 | loss: 0.0311337 | val_loss: 0.031184 | Time: 4524.62 ms
[2022-04-01 14:55:30 main:574] : INFO : Epoch 1994 | loss: 0.0311356 | val_loss: 0.0311834 | Time: 4539.67 ms
[2022-04-01 14:55:35 main:574] : INFO : Epoch 1995 | loss: 0.0311371 | val_loss: 0.0311778 | Time: 4540.53 ms
[2022-04-01 14:55:40 main:574] : INFO : Epoch 1996 | loss: 0.0311413 | val_loss: 0.0311742 | Time: 4557.56 ms
[2022-04-01 14:55:44 main:574] : INFO : Epoch 1997 | loss: 0.031142 | val_loss: 0.0311747 | Time: 4528.33 ms
[2022-04-01 14:55:49 main:574] : INFO : Epoch 1998 | loss: 0.0311453 | val_loss: 0.0311788 | Time: 4508.02 ms
[2022-04-01 14:55:53 main:574] : INFO : Epoch 1999 | loss: 0.0311423 | val_loss: 0.0311783 | Time: 4532.04 ms
[2022-04-01 14:55:58 main:574] : INFO : Epoch 2000 | loss: 0.0311387 | val_loss: 0.0311807 | Time: 4531.43 ms
[2022-04-01 14:56:02 main:574] : INFO : Epoch 2001 | loss: 0.0311333 | val_loss: 0.0311851 | Time: 4538.43 ms
[2022-04-01 14:56:07 main:574] : INFO : Epoch 2002 | loss: 0.0311369 | val_loss: 0.0311792 | Time: 4556 ms
[2022-04-01 14:56:11 main:574] : INFO : Epoch 2003 | loss: 0.0311359 | val_loss: 0.0311835 | Time: 4529.99 ms
[2022-04-01 14:56:16 main:574] : INFO : Epoch 2004 | loss: 0.031138 | val_loss: 0.0311802 | Time: 4510.9 ms
[2022-04-01 14:56:19 main:574] : INFO : Epoch 2005 | loss: 0.0311362 | val_loss: 0.031179 | Time: 3174.55 ms
[2022-04-01 14:56:22 main:574] : INFO : Epoch 2006 | loss: 0.0311354 | val_loss: 0.0311796 | Time: 3020.77 ms
[2022-04-01 14:56:25 main:574] : INFO : Epoch 2007 | loss: 0.0311918 | val_loss: 0.031251 | Time: 3013.15 ms
[2022-04-01 14:56:28 main:574] : INFO : Epoch 2008 | loss: 0.0312379 | val_loss: 0.0312146 | Time: 3074.9 ms
[2022-04-01 14:56:32 main:574] : INFO : Epoch 2009 | loss: 0.0312356 | val_loss: 0.0312284 | Time: 4038.05 ms
[2022-04-01 14:56:37 main:574] : INFO : Epoch 2010 | loss: 0.0312167 | val_loss: 0.0312026 | Time: 4514.63 ms
[2022-04-01 14:56:42 main:574] : INFO : Epoch 2011 | loss: 0.0311983 | val_loss: 0.0311949 | Time: 4512.94 ms
[2022-04-01 14:56:46 main:574] : INFO : Epoch 2012 | loss: 0.0311945 | val_loss: 0.0311949 | Time: 4511.31 ms
[2022-04-01 14:56:51 main:574] : INFO : Epoch 2013 | loss: 0.0311903 | val_loss: 0.0311957 | Time: 4538.91 ms
[2022-04-01 14:56:55 main:574] : INFO : Epoch 2014 | loss: 0.0311907 | val_loss: 0.0311943 | Time: 4535.43 ms
[2022-04-01 14:57:00 main:574] : INFO : Epoch 2015 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 4532.65 ms
[2022-04-01 14:57:05 main:574] : INFO : Epoch 2016 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 4504.49 ms
[2022-04-01 14:57:09 main:574] : INFO : Epoch 2017 | loss: 0.0311815 | val_loss: 0.0311867 | Time: 4529.75 ms
[2022-04-01 14:57:14 main:574] : INFO : Epoch 2018 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 4519.28 ms
[2022-04-01 14:57:18 main:574] : INFO : Epoch 2019 | loss: 0.031174 | val_loss: 0.0311741 | Time: 4553.09 ms
[2022-04-01 14:57:23 main:574] : INFO : Epoch 2020 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 4526.01 ms
[2022-04-01 14:57:27 main:574] : INFO : Epoch 2021 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 4543.66 ms
[2022-04-01 14:57:32 main:574] : INFO : Epoch 2022 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 4542.69 ms
[2022-04-01 14:57:36 main:574] : INFO : Epoch 2023 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 4509.47 ms
[2022-04-01 14:57:41 main:574] : INFO : Epoch 2024 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 4528.84 ms
[2022-04-01 14:57:45 main:574] : INFO : Epoch 2025 | loss: 0.0311661 | val_loss: 0.031173 | Time: 4559.59 ms
[2022-04-01 14:57:50 main:574] : INFO : Epoch 2026 | loss: 0.0311672 | val_loss: 0.0311702 | Time: 4498.48 ms
[2022-04-01 14:57:54 main:574] : INFO : Epoch 2027 | loss: 0.0311634 | val_loss: 0.0311721 | Time: 4553.51 ms
[2022-04-01 14:57:59 main:574] : INFO : Epoch 2028 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 4526.84 ms
[2022-04-01 14:58:03 main:574] : INFO : Epoch 2029 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 4521.76 ms
[2022-04-01 14:58:08 main:574] : INFO : Epoch 2030 | loss: 0.0311606 | val_loss: 0.0311714 | Time: 4560.18 ms
[2022-04-01 14:58:13 main:574] : INFO : Epoch 2031 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 4538.44 ms
[2022-04-01 14:58:17 main:574] : INFO : Epoch 2032 | loss: 0.0311625 | val_loss: 0.031173 | Time: 4528.32 ms
[2022-04-01 14:58:22 main:574] : INFO : Epoch 2033 | loss: 0.03116 | val_loss: 0.031174 | Time: 4566.15 ms
[2022-04-01 14:58:26 main:574] : INFO : Epoch 2034 | loss: 0.0311596 | val_loss: 0.03117 | Time: 4516.59 ms
[2022-04-01 14:58:31 main:574] : INFO : Epoch 2035 | loss: 0.0311594 | val_loss: 0.0311703 | Time: 4537.88 ms
[2022-04-01 14:58:35 main:574] : INFO : Epoch 2036 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 4539.06 ms
[2022-04-01 14:58:40 main:574] : INFO : Epoch 2037 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 4553.57 ms
[2022-04-01 14:58:44 main:574] : INFO : Epoch 2038 | loss: 0.0311582 | val_loss: 0.0311703 | Time: 4548.33 ms
[2022-04-01 14:58:49 main:574] : INFO : Epoch 2039 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 4519.64 ms
[2022-04-01 14:58:53 main:574] : INFO : Epoch 2040 | loss: 0.0311584 | val_loss: 0.0311707 | Time: 4544.27 ms
[2022-04-01 14:58:58 main:574] : INFO : Epoch 2041 | loss: 0.0311567 | val_loss: 0.031171 | Time: 4517.31 ms
[2022-04-01 14:59:03 main:574] : INFO : Epoch 2042 | loss: 0.0311571 | val_loss: 0.0311737 | Time: 4546.68 ms
[2022-04-01 14:59:07 main:574] : INFO : Epoch 2043 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 4556.86 ms
[2022-04-01 14:59:12 main:574] : INFO : Epoch 2044 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 4523.19 ms
[2022-04-01 14:59:16 main:574] : INFO : Epoch 2045 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 4547.1 ms
[2022-04-01 14:59:21 main:574] : INFO : Epoch 2046 | loss: 0.0311544 | val_loss: 0.0311713 | Time: 4550.85 ms
[2022-04-01 14:59:25 main:574] : INFO : Epoch 2047 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 4524.41 ms
[2022-04-01 14:59:30 main:574] : INFO : Epoch 2048 | loss: 0.031155 | val_loss: 0.0311757 | Time: 4535.26 ms
[2022-04-01 14:59:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311757
[2022-04-01 14:59:30 main:603] : INFO : Saving end state to config to file
[2022-04-01 14:59:30 main:608] : INFO : Success, exiting..
14:59:30 (6072): 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)