Task 5031555
| Name | ParityMachine-1617068089-11744-3_0 |
| Workunit | 3015141 |
| Created | 17 Apr 2021, 11:51:07 UTC |
| Sent | 22 Apr 2021, 14:49:03 UTC |
| Report deadline | 29 Apr 2021, 14:49:03 UTC |
| Received | 22 Apr 2021, 17:34:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 11 sec |
| CPU time | 1 hours 32 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 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: 0.0311827 | val_loss: 0.0315385 | Time: 2700.21 ms
[2021-04-22 18:10:47 main:574] : INFO : Epoch 1543 | loss: 0.031829 | val_loss: 0.0315232 | Time: 2702.31 ms
[2021-04-22 18:10:49 main:574] : INFO : Epoch 1544 | loss: 0.0321699 | val_loss: 0.0315102 | Time: 2701.19 ms
[2021-04-22 18:10:52 main:574] : INFO : Epoch 1545 | loss: 0.0312991 | val_loss: 0.0312248 | Time: 2701.82 ms
[2021-04-22 18:10:55 main:574] : INFO : Epoch 1546 | loss: 0.0311698 | val_loss: 0.0311704 | Time: 2701.18 ms
[2021-04-22 18:10:57 main:574] : INFO : Epoch 1547 | loss: 0.0311545 | val_loss: 0.0311623 | Time: 2698.85 ms
[2021-04-22 18:11:00 main:574] : INFO : Epoch 1548 | loss: 0.0311506 | val_loss: 0.0311675 | Time: 2699.25 ms
[2021-04-22 18:11:03 main:574] : INFO : Epoch 1549 | loss: 0.0311485 | val_loss: 0.0311616 | Time: 2701.58 ms
[2021-04-22 18:11:06 main:574] : INFO : Epoch 1550 | loss: 0.0311456 | val_loss: 0.0311587 | Time: 2699.68 ms
[2021-04-22 18:11:08 main:574] : INFO : Epoch 1551 | loss: 0.0311433 | val_loss: 0.0311581 | Time: 2698.84 ms
[2021-04-22 18:11:11 main:574] : INFO : Epoch 1552 | loss: 0.0311428 | val_loss: 0.0311572 | Time: 2699.03 ms
[2021-04-22 18:11:14 main:574] : INFO : Epoch 1553 | loss: 0.0311421 | val_loss: 0.0311588 | Time: 2701.57 ms
[2021-04-22 18:11:17 main:574] : INFO : Epoch 1554 | loss: 0.0311432 | val_loss: 0.0311571 | Time: 2698.05 ms
[2021-04-22 18:11:19 main:574] : INFO : Epoch 1555 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 2698.38 ms
[2021-04-22 18:11:22 main:574] : INFO : Epoch 1556 | loss: 0.0311442 | val_loss: 0.0311566 | Time: 2701.73 ms
[2021-04-22 18:11:25 main:574] : INFO : Epoch 1557 | loss: 0.0311423 | val_loss: 0.0311547 | Time: 2698.73 ms
[2021-04-22 18:11:27 main:574] : INFO : Epoch 1558 | loss: 0.0311404 | val_loss: 0.0311594 | Time: 2700.22 ms
[2021-04-22 18:11:30 main:574] : INFO : Epoch 1559 | loss: 0.0311405 | val_loss: 0.031159 | Time: 2697.12 ms
[2021-04-22 18:11:33 main:574] : INFO : Epoch 1560 | loss: 0.0311411 | val_loss: 0.0311578 | Time: 2701.82 ms
[2021-04-22 18:11:36 main:574] : INFO : Epoch 1561 | loss: 0.031141 | val_loss: 0.0311615 | Time: 2704.9 ms
[2021-04-22 18:11:38 main:574] : INFO : Epoch 1562 | loss: 0.0311414 | val_loss: 0.0311582 | Time: 2697.86 ms
[2021-04-22 18:11:41 main:574] : INFO : Epoch 1563 | loss: 0.0311402 | val_loss: 0.0311587 | Time: 2702.55 ms
[2021-04-22 18:11:44 main:574] : INFO : Epoch 1564 | loss: 0.0311403 | val_loss: 0.0311574 | Time: 2697.66 ms
[2021-04-22 18:11:46 main:574] : INFO : Epoch 1565 | loss: 0.0311411 | val_loss: 0.0311582 | Time: 2698.99 ms
[2021-04-22 18:11:49 main:574] : INFO : Epoch 1566 | loss: 0.0311452 | val_loss: 0.0311596 | Time: 2702.46 ms
[2021-04-22 18:11:52 main:574] : INFO : Epoch 1567 | loss: 0.0311504 | val_loss: 0.0311618 | Time: 2698.54 ms
[2021-04-22 18:11:55 main:574] : INFO : Epoch 1568 | loss: 0.03115 | val_loss: 0.0311637 | Time: 2700.49 ms
[2021-04-22 18:11:57 main:574] : INFO : Epoch 1569 | loss: 0.0311495 | val_loss: 0.0311612 | Time: 2702.38 ms
[2021-04-22 18:12:00 main:574] : INFO : Epoch 1570 | loss: 0.0311475 | val_loss: 0.031161 | Time: 2700.61 ms
[2021-04-22 18:12:03 main:574] : INFO : Epoch 1571 | loss: 0.0311472 | val_loss: 0.0311617 | Time: 2701.09 ms
[2021-04-22 18:12:06 main:574] : INFO : Epoch 1572 | loss: 0.0311459 | val_loss: 0.0311601 | Time: 2700.04 ms
[2021-04-22 18:12:08 main:574] : INFO : Epoch 1573 | loss: 0.0311443 | val_loss: 0.0311584 | Time: 2703.83 ms
[2021-04-22 18:12:11 main:574] : INFO : Epoch 1574 | loss: 0.0311465 | val_loss: 0.031161 | Time: 2699.51 ms
[2021-04-22 18:12:14 main:574] : INFO : Epoch 1575 | loss: 0.0311481 | val_loss: 0.0311602 | Time: 2698.9 ms
[2021-04-22 18:12:16 main:574] : INFO : Epoch 1576 | loss: 0.0311462 | val_loss: 0.0311593 | Time: 2702.34 ms
[2021-04-22 18:12:19 main:574] : INFO : Epoch 1577 | loss: 0.0311466 | val_loss: 0.0311583 | Time: 2702.75 ms
[2021-04-22 18:12:22 main:574] : INFO : Epoch 1578 | loss: 0.0311454 | val_loss: 0.0311578 | Time: 2700.42 ms
[2021-04-22 18:12:25 main:574] : INFO : Epoch 1579 | loss: 0.0311441 | val_loss: 0.0311579 | Time: 2698.89 ms
[2021-04-22 18:12:27 main:574] : INFO : Epoch 1580 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 2703.89 ms
[2021-04-22 18:12:30 main:574] : INFO : Epoch 1581 | loss: 0.0311468 | val_loss: 0.0311577 | Time: 2700.56 ms
[2021-04-22 18:12:33 main:574] : INFO : Epoch 1582 | loss: 0.0311464 | val_loss: 0.0311587 | Time: 2699.93 ms
[2021-04-22 18:12:36 main:574] : INFO : Epoch 1583 | loss: 0.0311445 | val_loss: 0.0311582 | Time: 2701.4 ms
[2021-04-22 18:12:38 main:574] : INFO : Epoch 1584 | loss: 0.0311425 | val_loss: 0.0311563 | Time: 2700.04 ms
[2021-04-22 18:12:41 main:574] : INFO : Epoch 1585 | loss: 0.0311435 | val_loss: 0.0311581 | Time: 2702.43 ms
[2021-04-22 18:12:44 main:574] : INFO : Epoch 1586 | loss: 0.0311428 | val_loss: 0.0311596 | Time: 2701.86 ms
[2021-04-22 18:12:46 main:574] : INFO : Epoch 1587 | loss: 0.0311443 | val_loss: 0.0311588 | Time: 2705.29 ms
[2021-04-22 18:12:49 main:574] : INFO : Epoch 1588 | loss: 0.0311446 | val_loss: 0.0311567 | Time: 2697.94 ms
[2021-04-22 18:12:52 main:574] : INFO : Epoch 1589 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 2700.35 ms
[2021-04-22 18:12:55 main:574] : INFO : Epoch 1590 | loss: 0.0311446 | val_loss: 0.0311572 | Time: 2702.68 ms
[2021-04-22 18:12:57 main:574] : INFO : Epoch 1591 | loss: 0.0311428 | val_loss: 0.0311578 | Time: 2700.9 ms
[2021-04-22 18:13:00 main:574] : INFO : Epoch 1592 | loss: 0.0311425 | val_loss: 0.03116 | Time: 2701.67 ms
[2021-04-22 18:13:03 main:574] : INFO : Epoch 1593 | loss: 0.0311446 | val_loss: 0.0311591 | Time: 2709.99 ms
[2021-04-22 18:13:06 main:574] : INFO : Epoch 1594 | loss: 0.0311424 | val_loss: 0.0311574 | Time: 2713.4 ms
[2021-04-22 18:13:08 main:574] : INFO : Epoch 1595 | loss: 0.0311418 | val_loss: 0.0311595 | Time: 2697.1 ms
[2021-04-22 18:13:11 main:574] : INFO : Epoch 1596 | loss: 0.0311415 | val_loss: 0.0311574 | Time: 2705.59 ms
[2021-04-22 18:13:14 main:574] : INFO : Epoch 1597 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 2700.69 ms
[2021-04-22 18:13:16 main:574] : INFO : Epoch 1598 | loss: 0.0311432 | val_loss: 0.0311624 | Time: 2706.94 ms
[2021-04-22 18:13:19 main:574] : INFO : Epoch 1599 | loss: 0.0311494 | val_loss: 0.0311592 | Time: 2704.27 ms
[2021-04-22 18:13:22 main:574] : INFO : Epoch 1600 | loss: 0.0311439 | val_loss: 0.0311591 | Time: 2703.44 ms
[2021-04-22 18:13:25 main:574] : INFO : Epoch 1601 | loss: 0.0311412 | val_loss: 0.0311556 | Time: 2702.52 ms
[2021-04-22 18:13:27 main:574] : INFO : Epoch 1602 | loss: 0.0311402 | val_loss: 0.0311579 | Time: 2708.33 ms
[2021-04-22 18:13:30 main:574] : INFO : Epoch 1603 | loss: 0.0311399 | val_loss: 0.0311553 | Time: 2707.3 ms
[2021-04-22 18:13:33 main:574] : INFO : Epoch 1604 | loss: 0.0311397 | val_loss: 0.0311549 | Time: 2703.57 ms
[2021-04-22 18:13:36 main:574] : INFO : Epoch 1605 | loss: 0.0311401 | val_loss: 0.0311567 | Time: 2704.74 ms
[2021-04-22 18:13:38 main:574] : INFO : Epoch 1606 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 2704.99 ms
[2021-04-22 18:13:41 main:574] : INFO : Epoch 1607 | loss: 0.0311428 | val_loss: 0.0311569 | Time: 2705.16 ms
[2021-04-22 18:13:44 main:574] : INFO : Epoch 1608 | loss: 0.0311421 | val_loss: 0.0311567 | Time: 2704.3 ms
[2021-04-22 18:13:46 main:574] : INFO : Epoch 1609 | loss: 0.031141 | val_loss: 0.0311572 | Time: 2704.09 ms
[2021-04-22 18:13:49 main:574] : INFO : Epoch 1610 | loss: 0.0311422 | val_loss: 0.0311547 | Time: 2705.7 ms
[2021-04-22 18:13:52 main:574] : INFO : Epoch 1611 | loss: 0.0311404 | val_loss: 0.0311555 | Time: 2703.78 ms
[2021-04-22 18:13:55 main:574] : INFO : Epoch 1612 | loss: 0.0311394 | val_loss: 0.031154 | Time: 2706.82 ms
[2021-04-22 18:13:57 main:574] : INFO : Epoch 1613 | loss: 0.0311402 | val_loss: 0.0311567 | Time: 2704.1 ms
[2021-04-22 18:14:00 main:574] : INFO : Epoch 1614 | loss: 0.0311411 | val_loss: 0.0311601 | Time: 2705.01 ms
[2021-04-22 18:14:03 main:574] : INFO : Epoch 1615 | loss: 0.0311419 | val_loss: 0.0311542 | Time: 2706 ms
[2021-04-22 18:14:06 main:574] : INFO : Epoch 1616 | loss: 0.0311388 | val_loss: 0.0311573 | Time: 2702.53 ms
[2021-04-22 18:14:08 main:574] : INFO : Epoch 1617 | loss: 0.0311401 | val_loss: 0.0311562 | Time: 2703.95 ms
[2021-04-22 18:14:11 main:574] : INFO : Epoch 1618 | loss: 0.0311419 | val_loss: 0.0311644 | Time: 2703.93 ms
[2021-04-22 18:14:14 main:574] : INFO : Epoch 1619 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 2707.31 ms
[2021-04-22 18:14:17 main:574] : INFO : Epoch 1620 | loss: 0.0311563 | val_loss: 0.0311596 | Time: 2703.48 ms
[2021-04-22 18:14:19 main:574] : INFO : Epoch 1621 | loss: 0.0311525 | val_loss: 0.0311592 | Time: 2704.51 ms
[2021-04-22 18:14:22 main:574] : INFO : Epoch 1622 | loss: 0.03115 | val_loss: 0.0311592 | Time: 2705.65 ms
[2021-04-22 18:14:25 main:574] : INFO : Epoch 1623 | loss: 0.0311485 | val_loss: 0.0311582 | Time: 2703.23 ms
[2021-04-22 18:14:27 main:574] : INFO : Epoch 1624 | loss: 0.0311486 | val_loss: 0.031158 | Time: 2704.65 ms
[2021-04-22 18:14:30 main:574] : INFO : Epoch 1625 | loss: 0.0311468 | val_loss: 0.031157 | Time: 2702.55 ms
[2021-04-22 18:14:33 main:574] : INFO : Epoch 1626 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 2707.81 ms
[2021-04-22 18:14:36 main:574] : INFO : Epoch 1627 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 2703.48 ms
[2021-04-22 18:14:38 main:574] : INFO : Epoch 1628 | loss: 0.0311544 | val_loss: 0.0311629 | Time: 2704.07 ms
[2021-04-22 18:14:41 main:574] : INFO : Epoch 1629 | loss: 0.031152 | val_loss: 0.0311601 | Time: 2705.45 ms
[2021-04-22 18:14:44 main:574] : INFO : Epoch 1630 | loss: 0.0311511 | val_loss: 0.0311623 | Time: 2702.73 ms
[2021-04-22 18:14:47 main:574] : INFO : Epoch 1631 | loss: 0.0311495 | val_loss: 0.0311608 | Time: 2706.88 ms
[2021-04-22 18:14:49 main:574] : INFO : Epoch 1632 | loss: 0.0311479 | val_loss: 0.0311585 | Time: 2701.54 ms
[2021-04-22 18:14:52 main:574] : INFO : Epoch 1633 | loss: 0.031149 | val_loss: 0.0311605 | Time: 2706.56 ms
[2021-04-22 18:14:55 main:574] : INFO : Epoch 1634 | loss: 0.0311497 | val_loss: 0.03116 | Time: 2705.81 ms
[2021-04-22 18:14:58 main:574] : INFO : Epoch 1635 | loss: 0.0311493 | val_loss: 0.0311598 | Time: 2704.52 ms
[2021-04-22 18:15:00 main:574] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311606 | Time: 2702.32 ms
[2021-04-22 18:15:03 main:574] : INFO : Epoch 1637 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 2699.44 ms
[2021-04-22 18:15:06 main:574] : INFO : Epoch 1638 | loss: 0.0311466 | val_loss: 0.0311561 | Time: 2698.09 ms
[2021-04-22 18:15:08 main:574] : INFO : Epoch 1639 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 2702.26 ms
[2021-04-22 18:15:11 main:574] : INFO : Epoch 1640 | loss: 0.0311438 | val_loss: 0.0311555 | Time: 2700.09 ms
[2021-04-22 18:15:14 main:574] : INFO : Epoch 1641 | loss: 0.0311459 | val_loss: 0.0311581 | Time: 2699.12 ms
[2021-04-22 18:15:17 main:574] : INFO : Epoch 1642 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 2697.49 ms
[2021-04-22 18:15:19 main:574] : INFO : Epoch 1643 | loss: 0.0311467 | val_loss: 0.0311595 | Time: 2696.92 ms
[2021-04-22 18:15:22 main:574] : INFO : Epoch 1644 | loss: 0.0311465 | val_loss: 0.0311595 | Time: 2697.58 ms
[2021-04-22 18:15:25 main:574] : INFO : Epoch 1645 | loss: 0.0311429 | val_loss: 0.0311579 | Time: 2696.39 ms
[2021-04-22 18:15:27 main:574] : INFO : Epoch 1646 | loss: 0.0311431 | val_loss: 0.0311591 | Time: 2695.59 ms
[2021-04-22 18:15:30 main:574] : INFO : Epoch 1647 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 2699.67 ms
[2021-04-22 18:15:33 main:574] : INFO : Epoch 1648 | loss: 0.0311445 | val_loss: 0.0311563 | Time: 2698.52 ms
[2021-04-22 18:15:36 main:574] : INFO : Epoch 1649 | loss: 0.0311427 | val_loss: 0.0311573 | Time: 2696.71 ms
[2021-04-22 18:15:38 main:574] : INFO : Epoch 1650 | loss: 0.0311442 | val_loss: 0.0311575 | Time: 2696.56 ms
[2021-04-22 18:15:41 main:574] : INFO : Epoch 1651 | loss: 0.0311431 | val_loss: 0.031159 | Time: 2697.67 ms
[2021-04-22 18:15:44 main:574] : INFO : Epoch 1652 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 2697.06 ms
[2021-04-22 18:15:46 main:574] : INFO : Epoch 1653 | loss: 0.0311453 | val_loss: 0.0311681 | Time: 2705.77 ms
[2021-04-22 18:15:49 main:574] : INFO : Epoch 1654 | loss: 0.0311432 | val_loss: 0.0311589 | Time: 2700.04 ms
[2021-04-22 18:15:52 main:574] : INFO : Epoch 1655 | loss: 0.031142 | val_loss: 0.03116 | Time: 2696.74 ms
[2021-04-22 18:15:55 main:574] : INFO : Epoch 1656 | loss: 0.0311434 | val_loss: 0.0311602 | Time: 2697.4 ms
[2021-04-22 18:15:57 main:574] : INFO : Epoch 1657 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 2696 ms
[2021-04-22 18:16:00 main:574] : INFO : Epoch 1658 | loss: 0.0311447 | val_loss: 0.0311583 | Time: 2698.89 ms
[2021-04-22 18:16:03 main:574] : INFO : Epoch 1659 | loss: 0.0311445 | val_loss: 0.0311629 | Time: 2696.58 ms
[2021-04-22 18:16:06 main:574] : INFO : Epoch 1660 | loss: 0.0311434 | val_loss: 0.0311602 | Time: 2695.76 ms
[2021-04-22 18:16:08 main:574] : INFO : Epoch 1661 | loss: 0.0311437 | val_loss: 0.0311588 | Time: 2697.93 ms
[2021-04-22 18:16:11 main:574] : INFO : Epoch 1662 | loss: 0.0311441 | val_loss: 0.0311581 | Time: 2697.71 ms
[2021-04-22 18:16:14 main:574] : INFO : Epoch 1663 | loss: 0.0311432 | val_loss: 0.0311611 | Time: 2695.48 ms
[2021-04-22 18:16:16 main:574] : INFO : Epoch 1664 | loss: 0.0311467 | val_loss: 0.0311588 | Time: 2696.37 ms
[2021-04-22 18:16:19 main:574] : INFO : Epoch 1665 | loss: 0.0311454 | val_loss: 0.0311583 | Time: 2695.78 ms
[2021-04-22 18:16:22 main:574] : INFO : Epoch 1666 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 2695.42 ms
[2021-04-22 18:16:25 main:574] : INFO : Epoch 1667 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 2697.02 ms
[2021-04-22 18:16:27 main:574] : INFO : Epoch 1668 | loss: 0.0311425 | val_loss: 0.0311587 | Time: 2699.77 ms
[2021-04-22 18:16:30 main:574] : INFO : Epoch 1669 | loss: 0.0311432 | val_loss: 0.0311608 | Time: 2697.74 ms
[2021-04-22 18:16:33 main:574] : INFO : Epoch 1670 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 2699.41 ms
[2021-04-22 18:16:35 main:574] : INFO : Epoch 1671 | loss: 0.0311427 | val_loss: 0.0311601 | Time: 2696.11 ms
[2021-04-22 18:16:38 main:574] : INFO : Epoch 1672 | loss: 0.0311408 | val_loss: 0.0311605 | Time: 2698.02 ms
[2021-04-22 18:16:41 main:574] : INFO : Epoch 1673 | loss: 0.0311408 | val_loss: 0.0311625 | Time: 2697.05 ms
[2021-04-22 18:16:44 main:574] : INFO : Epoch 1674 | loss: 0.0311413 | val_loss: 0.0311589 | Time: 2697.51 ms
[2021-04-22 18:16:46 main:574] : INFO : Epoch 1675 | loss: 0.0311426 | val_loss: 0.031158 | Time: 2701.17 ms
[2021-04-22 18:16:49 main:574] : INFO : Epoch 1676 | loss: 0.0311427 | val_loss: 0.0311581 | Time: 2697.25 ms
[2021-04-22 18:16:52 main:574] : INFO : Epoch 1677 | loss: 0.0311415 | val_loss: 0.0311614 | Time: 2700.93 ms
[2021-04-22 18:16:54 main:574] : INFO : Epoch 1678 | loss: 0.0311412 | val_loss: 0.0311605 | Time: 2696.18 ms
[2021-04-22 18:16:57 main:574] : INFO : Epoch 1679 | loss: 0.0311403 | val_loss: 0.031158 | Time: 2696.83 ms
[2021-04-22 18:17:00 main:574] : INFO : Epoch 1680 | loss: 0.0311434 | val_loss: 0.0311599 | Time: 2696.85 ms
[2021-04-22 18:17:03 main:574] : INFO : Epoch 1681 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 2697.5 ms
[2021-04-22 18:17:05 main:574] : INFO : Epoch 1682 | loss: 0.0311423 | val_loss: 0.0311593 | Time: 2699.16 ms
[2021-04-22 18:17:08 main:574] : INFO : Epoch 1683 | loss: 0.0311417 | val_loss: 0.0311596 | Time: 2697.41 ms
[2021-04-22 18:17:11 main:574] : INFO : Epoch 1684 | loss: 0.0311419 | val_loss: 0.0311599 | Time: 2697.13 ms
[2021-04-22 18:17:14 main:574] : INFO : Epoch 1685 | loss: 0.031143 | val_loss: 0.0311583 | Time: 2697.47 ms
[2021-04-22 18:17:16 main:574] : INFO : Epoch 1686 | loss: 0.0311407 | val_loss: 0.0311573 | Time: 2707.01 ms
[2021-04-22 18:17:19 main:574] : INFO : Epoch 1687 | loss: 0.0311426 | val_loss: 0.0311594 | Time: 2696.46 ms
[2021-04-22 18:17:22 main:574] : INFO : Epoch 1688 | loss: 0.0311428 | val_loss: 0.0311598 | Time: 2696.8 ms
[2021-04-22 18:17:24 main:574] : INFO : Epoch 1689 | loss: 0.0311418 | val_loss: 0.0311635 | Time: 2714.59 ms
[2021-04-22 18:17:27 main:574] : INFO : Epoch 1690 | loss: 0.0311442 | val_loss: 0.0311618 | Time: 2697.76 ms
[2021-04-22 18:17:30 main:574] : INFO : Epoch 1691 | loss: 0.0311434 | val_loss: 0.0311603 | Time: 2696.63 ms
[2021-04-22 18:17:33 main:574] : INFO : Epoch 1692 | loss: 0.0311403 | val_loss: 0.0311601 | Time: 2696.09 ms
[2021-04-22 18:17:35 main:574] : INFO : Epoch 1693 | loss: 0.0311405 | val_loss: 0.0311598 | Time: 2698.67 ms
[2021-04-22 18:17:38 main:574] : INFO : Epoch 1694 | loss: 0.0311408 | val_loss: 0.03116 | Time: 2694.29 ms
[2021-04-22 18:17:41 main:574] : INFO : Epoch 1695 | loss: 0.0311403 | val_loss: 0.0311589 | Time: 2699.25 ms
[2021-04-22 18:17:44 main:574] : INFO : Epoch 1696 | loss: 0.0311418 | val_loss: 0.031159 | Time: 2701.54 ms
[2021-04-22 18:17:46 main:574] : INFO : Epoch 1697 | loss: 0.0311416 | val_loss: 0.0311558 | Time: 2699.59 ms
[2021-04-22 18:17:49 main:574] : INFO : Epoch 1698 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 2699.18 ms
[2021-04-22 18:17:52 main:574] : INFO : Epoch 1699 | loss: 0.0311504 | val_loss: 0.0311636 | Time: 2699.22 ms
[2021-04-22 18:17:54 main:574] : INFO : Epoch 1700 | loss: 0.0311483 | val_loss: 0.0311619 | Time: 2698.25 ms
[2021-04-22 18:17:57 main:574] : INFO : Epoch 1701 | loss: 0.031144 | val_loss: 0.031162 | Time: 2700.71 ms
[2021-04-22 18:18:00 main:574] : INFO : Epoch 1702 | loss: 0.0311432 | val_loss: 0.031163 | Time: 2703.16 ms
[2021-04-22 18:18:03 main:574] : INFO : Epoch 1703 | loss: 0.0311444 | val_loss: 0.031162 | Time: 2699.9 ms
[2021-04-22 18:18:05 main:574] : INFO : Epoch 1704 | loss: 0.0311444 | val_loss: 0.0311595 | Time: 2699.16 ms
[2021-04-22 18:18:08 main:574] : INFO : Epoch 1705 | loss: 0.0311425 | val_loss: 0.0311611 | Time: 2698.68 ms
[2021-04-22 18:18:11 main:574] : INFO : Epoch 1706 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 2699.31 ms
[2021-04-22 18:18:14 main:574] : INFO : Epoch 1707 | loss: 0.0311422 | val_loss: 0.0311601 | Time: 2699.03 ms
[2021-04-22 18:18:16 main:574] : INFO : Epoch 1708 | loss: 0.0311413 | val_loss: 0.031166 | Time: 2700.03 ms
[2021-04-22 18:18:19 main:574] : INFO : Epoch 1709 | loss: 0.0311415 | val_loss: 0.0311586 | Time: 2697.98 ms
[2021-04-22 18:18:22 main:574] : INFO : Epoch 1710 | loss: 0.0311411 | val_loss: 0.0311633 | Time: 2701.01 ms
[2021-04-22 18:18:24 main:574] : INFO : Epoch 1711 | loss: 0.0311428 | val_loss: 0.031161 | Time: 2697.53 ms
[2021-04-22 18:18:27 main:574] : INFO : Epoch 1712 | loss: 0.0311397 | val_loss: 0.0311577 | Time: 2701.07 ms
[2021-04-22 18:18:30 main:574] : INFO : Epoch 1713 | loss: 0.0311402 | val_loss: 0.0311598 | Time: 2699.88 ms
[2021-04-22 18:18:33 main:574] : INFO : Epoch 1714 | loss: 0.0311392 | val_loss: 0.0311594 | Time: 2703.72 ms
[2021-04-22 18:18:35 main:574] : INFO : Epoch 1715 | loss: 0.0311376 | val_loss: 0.0311576 | Time: 2698.55 ms
[2021-04-22 18:18:38 main:574] : INFO : Epoch 1716 | loss: 0.0311378 | val_loss: 0.0311601 | Time: 2697.14 ms
[2021-04-22 18:18:41 main:574] : INFO : Epoch 1717 | loss: 0.031137 | val_loss: 0.0311604 | Time: 2703.24 ms
[2021-04-22 18:18:43 main:574] : INFO : Epoch 1718 | loss: 0.031137 | val_loss: 0.031161 | Time: 2703.26 ms
[2021-04-22 18:18:46 main:574] : INFO : Epoch 1719 | loss: 0.0311374 | val_loss: 0.0311604 | Time: 2703.49 ms
[2021-04-22 18:18:49 main:574] : INFO : Epoch 1720 | loss: 0.0311366 | val_loss: 0.0311583 | Time: 2698.4 ms
[2021-04-22 18:18:52 main:574] : INFO : Epoch 1721 | loss: 0.0311388 | val_loss: 0.0311574 | Time: 2700.93 ms
[2021-04-22 18:18:54 main:574] : INFO : Epoch 1722 | loss: 0.0311406 | val_loss: 0.031159 | Time: 2698.5 ms
[2021-04-22 18:18:57 main:574] : INFO : Epoch 1723 | loss: 0.0311407 | val_loss: 0.0311609 | Time: 2700.56 ms
[2021-04-22 18:19:00 main:574] : INFO : Epoch 1724 | loss: 0.0311422 | val_loss: 0.0311547 | Time: 2699.49 ms
[2021-04-22 18:19:03 main:574] : INFO : Epoch 1725 | loss: 0.0311405 | val_loss: 0.0311566 | Time: 2698.18 ms
[2021-04-22 18:19:05 main:574] : INFO : Epoch 1726 | loss: 0.031142 | val_loss: 0.0311618 | Time: 2698.77 ms
[2021-04-22 18:19:08 main:574] : INFO : Epoch 1727 | loss: 0.0311409 | val_loss: 0.0311555 | Time: 2699.39 ms
[2021-04-22 18:19:11 main:574] : INFO : Epoch 1728 | loss: 0.0311406 | val_loss: 0.031158 | Time: 2700.87 ms
[2021-04-22 18:19:13 main:574] : INFO : Epoch 1729 | loss: 0.0311406 | val_loss: 0.0311606 | Time: 2699.6 ms
[2021-04-22 18:19:16 main:574] : INFO : Epoch 1730 | loss: 0.031142 | val_loss: 0.0311587 | Time: 2701.9 ms
[2021-04-22 18:19:19 main:574] : INFO : Epoch 1731 | loss: 0.0311413 | val_loss: 0.0311548 | Time: 2698.92 ms
[2021-04-22 18:19:22 main:574] : INFO : Epoch 1732 | loss: 0.0311413 | val_loss: 0.0311581 | Time: 2699.89 ms
[2021-04-22 18:19:24 main:574] : INFO : Epoch 1733 | loss: 0.0311407 | val_loss: 0.0311556 | Time: 2698.93 ms
[2021-04-22 18:19:27 main:574] : INFO : Epoch 1734 | loss: 0.0311384 | val_loss: 0.0311562 | Time: 2702.43 ms
[2021-04-22 18:19:30 main:574] : INFO : Epoch 1735 | loss: 0.0311399 | val_loss: 0.0311578 | Time: 2707.24 ms
[2021-04-22 18:19:33 main:574] : INFO : Epoch 1736 | loss: 0.0311377 | val_loss: 0.0311555 | Time: 2704 ms
[2021-04-22 18:19:35 main:574] : INFO : Epoch 1737 | loss: 0.0311374 | val_loss: 0.0311581 | Time: 2706.2 ms
[2021-04-22 18:19:38 main:574] : INFO : Epoch 1738 | loss: 0.0311386 | val_loss: 0.031157 | Time: 2704.59 ms
[2021-04-22 18:19:41 main:574] : INFO : Epoch 1739 | loss: 0.0311383 | val_loss: 0.0311565 | Time: 2702.94 ms
[2021-04-22 18:19:43 main:574] : INFO : Epoch 1740 | loss: 0.0311409 | val_loss: 0.0311619 | Time: 2704.61 ms
[2021-04-22 18:19:46 main:574] : INFO : Epoch 1741 | loss: 0.0311423 | val_loss: 0.0311588 | Time: 2703.76 ms
[2021-04-22 18:19:49 main:574] : INFO : Epoch 1742 | loss: 0.0311437 | val_loss: 0.0311558 | Time: 2709.36 ms
[2021-04-22 18:19:52 main:574] : INFO : Epoch 1743 | loss: 0.0311428 | val_loss: 0.0311576 | Time: 2704.08 ms
[2021-04-22 18:19:54 main:574] : INFO : Epoch 1744 | loss: 0.0311417 | val_loss: 0.0311543 | Time: 2704.72 ms
[2021-04-22 18:19:57 main:574] : INFO : Epoch 1745 | loss: 0.0311406 | val_loss: 0.0311537 | Time: 2702.28 ms
[2021-04-22 18:20:00 main:574] : INFO : Epoch 1746 | loss: 0.0311398 | val_loss: 0.0311583 | Time: 2705.06 ms
[2021-04-22 18:20:03 main:574] : INFO : Epoch 1747 | loss: 0.031142 | val_loss: 0.0311559 | Time: 2708.11 ms
[2021-04-22 18:20:05 main:574] : INFO : Epoch 1748 | loss: 0.0311398 | val_loss: 0.0311554 | Time: 2704.59 ms
[2021-04-22 18:20:08 main:574] : INFO : Epoch 1749 | loss: 0.0311399 | val_loss: 0.0311539 | Time: 2716.78 ms
[2021-04-22 18:20:11 main:574] : INFO : Epoch 1750 | loss: 0.0311395 | val_loss: 0.0311554 | Time: 2704.88 ms
[2021-04-22 18:20:13 main:574] : INFO : Epoch 1751 | loss: 0.0311392 | val_loss: 0.0311534 | Time: 2703.62 ms
[2021-04-22 18:20:16 main:574] : INFO : Epoch 1752 | loss: 0.0311402 | val_loss: 0.0311626 | Time: 2703.78 ms
[2021-04-22 18:20:19 main:574] : INFO : Epoch 1753 | loss: 0.0311393 | val_loss: 0.0311548 | Time: 2703.9 ms
[2021-04-22 18:20:22 main:574] : INFO : Epoch 1754 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 2707.26 ms
[2021-04-22 18:20:24 main:574] : INFO : Epoch 1755 | loss: 0.0311356 | val_loss: 0.031155 | Time: 2704.08 ms
[2021-04-22 18:20:27 main:574] : INFO : Epoch 1756 | loss: 0.0311357 | val_loss: 0.0311571 | Time: 2706.83 ms
[2021-04-22 18:20:30 main:574] : INFO : Epoch 1757 | loss: 0.0311359 | val_loss: 0.0311567 | Time: 2702.91 ms
[2021-04-22 18:20:33 main:574] : INFO : Epoch 1758 | loss: 0.031137 | val_loss: 0.0311547 | Time: 2703.81 ms
[2021-04-22 18:20:35 main:574] : INFO : Epoch 1759 | loss: 0.0311345 | val_loss: 0.0311559 | Time: 2698.75 ms
[2021-04-22 18:20:38 main:574] : INFO : Epoch 1760 | loss: 0.0311352 | val_loss: 0.0311539 | Time: 2698.95 ms
[2021-04-22 18:20:41 main:574] : INFO : Epoch 1761 | loss: 0.0311353 | val_loss: 0.0311538 | Time: 2701.72 ms
[2021-04-22 18:20:43 main:574] : INFO : Epoch 1762 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 2695.31 ms
[2021-04-22 18:20:46 main:574] : INFO : Epoch 1763 | loss: 0.0311373 | val_loss: 0.0311543 | Time: 2699.32 ms
[2021-04-22 18:20:49 main:574] : INFO : Epoch 1764 | loss: 0.0311337 | val_loss: 0.0311574 | Time: 2695.85 ms
[2021-04-22 18:20:52 main:574] : INFO : Epoch 1765 | loss: 0.0311343 | val_loss: 0.0311571 | Time: 2696.23 ms
[2021-04-22 18:20:54 main:574] : INFO : Epoch 1766 | loss: 0.0311352 | val_loss: 0.0311553 | Time: 2696.49 ms
[2021-04-22 18:20:57 main:574] : INFO : Epoch 1767 | loss: 0.0311361 | val_loss: 0.0311601 | Time: 2697.59 ms
[2021-04-22 18:21:00 main:574] : INFO : Epoch 1768 | loss: 0.0311383 | val_loss: 0.0311547 | Time: 2697.07 ms
[2021-04-22 18:21:03 main:574] : INFO : Epoch 1769 | loss: 0.0311345 | val_loss: 0.031155 | Time: 2696.85 ms
[2021-04-22 18:21:05 main:574] : INFO : Epoch 1770 | loss: 0.0311349 | val_loss: 0.0311563 | Time: 2698.58 ms
[2021-04-22 18:21:08 main:574] : INFO : Epoch 1771 | loss: 0.0311392 | val_loss: 0.0311621 | Time: 2710.71 ms
[2021-04-22 18:21:11 main:574] : INFO : Epoch 1772 | loss: 0.0311395 | val_loss: 0.0311524 | Time: 2698.64 ms
[2021-04-22 18:21:13 main:574] : INFO : Epoch 1773 | loss: 0.0311368 | val_loss: 0.0311565 | Time: 2696.86 ms
[2021-04-22 18:21:16 main:574] : INFO : Epoch 1774 | loss: 0.0311341 | val_loss: 0.031153 | Time: 2697.92 ms
[2021-04-22 18:21:19 main:574] : INFO : Epoch 1775 | loss: 0.0311353 | val_loss: 0.031157 | Time: 2710.97 ms
[2021-04-22 18:21:22 main:574] : INFO : Epoch 1776 | loss: 0.0311359 | val_loss: 0.0311558 | Time: 2696.57 ms
[2021-04-22 18:21:24 main:574] : INFO : Epoch 1777 | loss: 0.0311394 | val_loss: 0.0311559 | Time: 2699.13 ms
[2021-04-22 18:21:27 main:574] : INFO : Epoch 1778 | loss: 0.031139 | val_loss: 0.0311594 | Time: 2696.59 ms
[2021-04-22 18:21:30 main:574] : INFO : Epoch 1779 | loss: 0.0311375 | val_loss: 0.0311556 | Time: 2695.29 ms
[2021-04-22 18:21:32 main:574] : INFO : Epoch 1780 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 2696.13 ms
[2021-04-22 18:21:35 main:574] : INFO : Epoch 1781 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 2697.81 ms
[2021-04-22 18:21:38 main:574] : INFO : Epoch 1782 | loss: 0.0311434 | val_loss: 0.0311578 | Time: 2696.99 ms
[2021-04-22 18:21:41 main:574] : INFO : Epoch 1783 | loss: 0.0311392 | val_loss: 0.0311561 | Time: 2696.87 ms
[2021-04-22 18:21:43 main:574] : INFO : Epoch 1784 | loss: 0.0311387 | val_loss: 0.031158 | Time: 2699.78 ms
[2021-04-22 18:21:46 main:574] : INFO : Epoch 1785 | loss: 0.0311377 | val_loss: 0.031157 | Time: 2698.48 ms
[2021-04-22 18:21:49 main:574] : INFO : Epoch 1786 | loss: 0.0311374 | val_loss: 0.0311531 | Time: 2696.7 ms
[2021-04-22 18:21:52 main:574] : INFO : Epoch 1787 | loss: 0.0311373 | val_loss: 0.0311557 | Time: 2697.08 ms
[2021-04-22 18:21:54 main:574] : INFO : Epoch 1788 | loss: 0.03114 | val_loss: 0.0311563 | Time: 2696.83 ms
[2021-04-22 18:21:57 main:574] : INFO : Epoch 1789 | loss: 0.0311397 | val_loss: 0.0311522 | Time: 2696.25 ms
[2021-04-22 18:22:00 main:574] : INFO : Epoch 1790 | loss: 0.0311376 | val_loss: 0.0311492 | Time: 2697.42 ms
[2021-04-22 18:22:02 main:574] : INFO : Epoch 1791 | loss: 0.0311359 | val_loss: 0.0311514 | Time: 2700.12 ms
[2021-04-22 18:22:05 main:574] : INFO : Epoch 1792 | loss: 0.0311347 | val_loss: 0.0311534 | Time: 2697.07 ms
[2021-04-22 18:22:08 main:574] : INFO : Epoch 1793 | loss: 0.0311354 | val_loss: 0.0311533 | Time: 2696.7 ms
[2021-04-22 18:22:11 main:574] : INFO : Epoch 1794 | loss: 0.031137 | val_loss: 0.0311509 | Time: 2695.94 ms
[2021-04-22 18:22:13 main:574] : INFO : Epoch 1795 | loss: 0.0311372 | val_loss: 0.0311552 | Time: 2699.8 ms
[2021-04-22 18:22:16 main:574] : INFO : Epoch 1796 | loss: 0.0311384 | val_loss: 0.0311576 | Time: 2698.02 ms
[2021-04-22 18:22:19 main:574] : INFO : Epoch 1797 | loss: 0.0311385 | val_loss: 0.0311553 | Time: 2697.44 ms
[2021-04-22 18:22:21 main:574] : INFO : Epoch 1798 | loss: 0.031139 | val_loss: 0.031155 | Time: 2699.7 ms
[2021-04-22 18:22:24 main:574] : INFO : Epoch 1799 | loss: 0.0311392 | val_loss: 0.0311526 | Time: 2696.86 ms
[2021-04-22 18:22:27 main:574] : INFO : Epoch 1800 | loss: 0.0311351 | val_loss: 0.031151 | Time: 2697.59 ms
[2021-04-22 18:22:30 main:574] : INFO : Epoch 1801 | loss: 0.031135 | val_loss: 0.0311554 | Time: 2698 ms
[2021-04-22 18:22:32 main:574] : INFO : Epoch 1802 | loss: 0.0311388 | val_loss: 0.031156 | Time: 2697.38 ms
[2021-04-22 18:22:35 main:574] : INFO : Epoch 1803 | loss: 0.0311388 | val_loss: 0.0311565 | Time: 2709.78 ms
[2021-04-22 18:22:38 main:574] : INFO : Epoch 1804 | loss: 0.0311378 | val_loss: 0.0311572 | Time: 2697.48 ms
[2021-04-22 18:22:40 main:574] : INFO : Epoch 1805 | loss: 0.0311384 | val_loss: 0.0311508 | Time: 2697.47 ms
[2021-04-22 18:22:43 main:574] : INFO : Epoch 1806 | loss: 0.0311364 | val_loss: 0.0311515 | Time: 2697.6 ms
[2021-04-22 18:22:46 main:574] : INFO : Epoch 1807 | loss: 0.0311364 | val_loss: 0.0311517 | Time: 2696.99 ms
[2021-04-22 18:22:49 main:574] : INFO : Epoch 1808 | loss: 0.0311356 | val_loss: 0.0311526 | Time: 2696.63 ms
[2021-04-22 18:22:51 main:574] : INFO : Epoch 1809 | loss: 0.0311363 | val_loss: 0.0311541 | Time: 2697.47 ms
[2021-04-22 18:22:54 main:574] : INFO : Epoch 1810 | loss: 0.0311364 | val_loss: 0.0311564 | Time: 2704.46 ms
[2021-04-22 18:22:57 main:574] : INFO : Epoch 1811 | loss: 0.031134 | val_loss: 0.0311539 | Time: 2697 ms
[2021-04-22 18:23:00 main:574] : INFO : Epoch 1812 | loss: 0.0311337 | val_loss: 0.0311549 | Time: 2698.3 ms
[2021-04-22 18:23:02 main:574] : INFO : Epoch 1813 | loss: 0.0311318 | val_loss: 0.0311601 | Time: 2697.96 ms
[2021-04-22 18:23:05 main:574] : INFO : Epoch 1814 | loss: 0.0311324 | val_loss: 0.0311527 | Time: 2695.56 ms
[2021-04-22 18:23:08 main:574] : INFO : Epoch 1815 | loss: 0.0311314 | val_loss: 0.0311546 | Time: 2696.78 ms
[2021-04-22 18:23:10 main:574] : INFO : Epoch 1816 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 2696.74 ms
[2021-04-22 18:23:13 main:574] : INFO : Epoch 1817 | loss: 0.031131 | val_loss: 0.0311532 | Time: 2695.57 ms
[2021-04-22 18:23:16 main:574] : INFO : Epoch 1818 | loss: 0.0311314 | val_loss: 0.0311546 | Time: 2697.98 ms
[2021-04-22 18:23:19 main:574] : INFO : Epoch 1819 | loss: 0.0311311 | val_loss: 0.031155 | Time: 2698.47 ms
[2021-04-22 18:23:21 main:574] : INFO : Epoch 1820 | loss: 0.0311307 | val_loss: 0.0311535 | Time: 2697.22 ms
[2021-04-22 18:23:24 main:574] : INFO : Epoch 1821 | loss: 0.031131 | val_loss: 0.0311545 | Time: 2696.93 ms
[2021-04-22 18:23:27 main:574] : INFO : Epoch 1822 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 2696.88 ms
[2021-04-22 18:23:29 main:574] : INFO : Epoch 1823 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 2698.61 ms
[2021-04-22 18:23:32 main:574] : INFO : Epoch 1824 | loss: 0.031133 | val_loss: 0.0311534 | Time: 2697.37 ms
[2021-04-22 18:23:35 main:574] : INFO : Epoch 1825 | loss: 0.0311329 | val_loss: 0.0311581 | Time: 2698.41 ms
[2021-04-22 18:23:38 main:574] : INFO : Epoch 1826 | loss: 0.0311351 | val_loss: 0.0311537 | Time: 2700.36 ms
[2021-04-22 18:23:40 main:574] : INFO : Epoch 1827 | loss: 0.0311335 | val_loss: 0.0311515 | Time: 2696.53 ms
[2021-04-22 18:23:43 main:574] : INFO : Epoch 1828 | loss: 0.0311321 | val_loss: 0.0311555 | Time: 2696.72 ms
[2021-04-22 18:23:46 main:574] : INFO : Epoch 1829 | loss: 0.0311319 | val_loss: 0.0311532 | Time: 2696.25 ms
[2021-04-22 18:23:48 main:574] : INFO : Epoch 1830 | loss: 0.0311306 | val_loss: 0.0311547 | Time: 2697.5 ms
[2021-04-22 18:23:51 main:574] : INFO : Epoch 1831 | loss: 0.0311325 | val_loss: 0.0311535 | Time: 2696.95 ms
[2021-04-22 18:23:54 main:574] : INFO : Epoch 1832 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 2698.26 ms
[2021-04-22 18:23:57 main:574] : INFO : Epoch 1833 | loss: 0.0311412 | val_loss: 0.0311587 | Time: 2698.93 ms
[2021-04-22 18:23:59 main:574] : INFO : Epoch 1834 | loss: 0.0311446 | val_loss: 0.0311554 | Time: 2715.23 ms
[2021-04-22 18:24:02 main:574] : INFO : Epoch 1835 | loss: 0.0311402 | val_loss: 0.0311522 | Time: 2696.87 ms
[2021-04-22 18:24:05 main:574] : INFO : Epoch 1836 | loss: 0.0311423 | val_loss: 0.0311576 | Time: 2697.26 ms
[2021-04-22 18:24:08 main:574] : INFO : Epoch 1837 | loss: 0.0311445 | val_loss: 0.0311529 | Time: 2698.12 ms
[2021-04-22 18:24:10 main:574] : INFO : Epoch 1838 | loss: 0.0311424 | val_loss: 0.031155 | Time: 2696.69 ms
[2021-04-22 18:24:13 main:574] : INFO : Epoch 1839 | loss: 0.0311432 | val_loss: 0.0311509 | Time: 2696.65 ms
[2021-04-22 18:24:16 main:574] : INFO : Epoch 1840 | loss: 0.0311395 | val_loss: 0.031157 | Time: 2698.44 ms
[2021-04-22 18:24:18 main:574] : INFO : Epoch 1841 | loss: 0.0311417 | val_loss: 0.0311518 | Time: 2697.26 ms
[2021-04-22 18:24:21 main:574] : INFO : Epoch 1842 | loss: 0.0311404 | val_loss: 0.0311541 | Time: 2696.36 ms
[2021-04-22 18:24:24 main:574] : INFO : Epoch 1843 | loss: 0.0311366 | val_loss: 0.0311532 | Time: 2697.54 ms
[2021-04-22 18:24:27 main:574] : INFO : Epoch 1844 | loss: 0.0311359 | val_loss: 0.0311524 | Time: 2696.61 ms
[2021-04-22 18:24:29 main:574] : INFO : Epoch 1845 | loss: 0.0311342 | val_loss: 0.0311517 | Time: 2697.37 ms
[2021-04-22 18:24:32 main:574] : INFO : Epoch 1846 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 2699.32 ms
[2021-04-22 18:24:35 main:574] : INFO : Epoch 1847 | loss: 0.0311355 | val_loss: 0.0311523 | Time: 2700.12 ms
[2021-04-22 18:24:37 main:574] : INFO : Epoch 1848 | loss: 0.0311338 | val_loss: 0.031152 | Time: 2698.11 ms
[2021-04-22 18:24:40 main:574] : INFO : Epoch 1849 | loss: 0.0311365 | val_loss: 0.0311556 | Time: 2701.05 ms
[2021-04-22 18:24:43 main:574] : INFO : Epoch 1850 | loss: 0.0311367 | val_loss: 0.0311617 | Time: 2695.66 ms
[2021-04-22 18:24:46 main:574] : INFO : Epoch 1851 | loss: 0.0311427 | val_loss: 0.0311534 | Time: 2700.91 ms
[2021-04-22 18:24:48 main:574] : INFO : Epoch 1852 | loss: 0.0311397 | val_loss: 0.0311527 | Time: 2697.34 ms
[2021-04-22 18:24:51 main:574] : INFO : Epoch 1853 | loss: 0.0311387 | val_loss: 0.031151 | Time: 2697.78 ms
[2021-04-22 18:24:54 main:574] : INFO : Epoch 1854 | loss: 0.0311365 | val_loss: 0.0311515 | Time: 2700.09 ms
[2021-04-22 18:24:56 main:574] : INFO : Epoch 1855 | loss: 0.0311346 | val_loss: 0.0311525 | Time: 2700.11 ms
[2021-04-22 18:24:59 main:574] : INFO : Epoch 1856 | loss: 0.0311345 | val_loss: 0.0311514 | Time: 2696.13 ms
[2021-04-22 18:25:02 main:574] : INFO : Epoch 1857 | loss: 0.031135 | val_loss: 0.0311513 | Time: 2700.65 ms
[2021-04-22 18:25:05 main:574] : INFO : Epoch 1858 | loss: 0.031134 | val_loss: 0.0311532 | Time: 2697.72 ms
[2021-04-22 18:25:07 main:574] : INFO : Epoch 1859 | loss: 0.0311368 | val_loss: 0.0311549 | Time: 2697.92 ms
[2021-04-22 18:25:10 main:574] : INFO : Epoch 1860 | loss: 0.0311385 | val_loss: 0.0311605 | Time: 2697 ms
[2021-04-22 18:25:13 main:574] : INFO : Epoch 1861 | loss: 0.031143 | val_loss: 0.0311612 | Time: 2699.53 ms
[2021-04-22 18:25:16 main:574] : INFO : Epoch 1862 | loss: 0.0311489 | val_loss: 0.0311566 | Time: 2697.37 ms
[2021-04-22 18:25:18 main:574] : INFO : Epoch 1863 | loss: 0.031143 | val_loss: 0.0311548 | Time: 2696.62 ms
[2021-04-22 18:25:21 main:574] : INFO : Epoch 1864 | loss: 0.0311396 | val_loss: 0.0311543 | Time: 2695.62 ms
[2021-04-22 18:25:24 main:574] : INFO : Epoch 1865 | loss: 0.03114 | val_loss: 0.0311558 | Time: 2697.02 ms
[2021-04-22 18:25:26 main:574] : INFO : Epoch 1866 | loss: 0.0311403 | val_loss: 0.0311529 | Time: 2698.91 ms
[2021-04-22 18:25:29 main:574] : INFO : Epoch 1867 | loss: 0.0311384 | val_loss: 0.0311545 | Time: 2699.03 ms
[2021-04-22 18:25:32 main:574] : INFO : Epoch 1868 | loss: 0.0311369 | val_loss: 0.0311537 | Time: 2698.61 ms
[2021-04-22 18:25:35 main:574] : INFO : Epoch 1869 | loss: 0.0311354 | val_loss: 0.0311536 | Time: 2695.86 ms
[2021-04-22 18:25:37 main:574] : INFO : Epoch 1870 | loss: 0.0311361 | val_loss: 0.0311511 | Time: 2696.75 ms
[2021-04-22 18:25:40 main:574] : INFO : Epoch 1871 | loss: 0.0311345 | val_loss: 0.0311544 | Time: 2696.49 ms
[2021-04-22 18:25:43 main:574] : INFO : Epoch 1872 | loss: 0.0311349 | val_loss: 0.0311544 | Time: 2697.42 ms
[2021-04-22 18:25:45 main:574] : INFO : Epoch 1873 | loss: 0.0311341 | val_loss: 0.0311564 | Time: 2696.06 ms
[2021-04-22 18:25:48 main:574] : INFO : Epoch 1874 | loss: 0.0311372 | val_loss: 0.0311535 | Time: 2699.13 ms
[2021-04-22 18:25:51 main:574] : INFO : Epoch 1875 | loss: 0.0311394 | val_loss: 0.031164 | Time: 2699.11 ms
[2021-04-22 18:25:54 main:574] : INFO : Epoch 1876 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 2698.46 ms
[2021-04-22 18:25:56 main:574] : INFO : Epoch 1877 | loss: 0.0311354 | val_loss: 0.0311536 | Time: 2699.16 ms
[2021-04-22 18:25:59 main:574] : INFO : Epoch 1878 | loss: 0.0311362 | val_loss: 0.0311545 | Time: 2697.04 ms
[2021-04-22 18:26:02 main:574] : INFO : Epoch 1879 | loss: 0.0311351 | val_loss: 0.0311576 | Time: 2699.14 ms
[2021-04-22 18:26:04 main:574] : INFO : Epoch 1880 | loss: 0.031139 | val_loss: 0.0311617 | Time: 2695.36 ms
[2021-04-22 18:26:07 main:574] : INFO : Epoch 1881 | loss: 0.0311408 | val_loss: 0.0311613 | Time: 2696.79 ms
[2021-04-22 18:26:10 main:574] : INFO : Epoch 1882 | loss: 0.0311395 | val_loss: 0.031167 | Time: 2700.17 ms
[2021-04-22 18:26:13 main:574] : INFO : Epoch 1883 | loss: 0.0311378 | val_loss: 0.0311627 | Time: 2696.25 ms
[2021-04-22 18:26:15 main:574] : INFO : Epoch 1884 | loss: 0.0311376 | val_loss: 0.0311605 | Time: 2697.01 ms
[2021-04-22 18:26:18 main:574] : INFO : Epoch 1885 | loss: 0.0311384 | val_loss: 0.0311599 | Time: 2696.62 ms
[2021-04-22 18:26:21 main:574] : INFO : Epoch 1886 | loss: 0.0311374 | val_loss: 0.0311579 | Time: 2696.66 ms
[2021-04-22 18:26:23 main:574] : INFO : Epoch 1887 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 2696.39 ms
[2021-04-22 18:26:26 main:574] : INFO : Epoch 1888 | loss: 0.0311356 | val_loss: 0.0311555 | Time: 2695.78 ms
[2021-04-22 18:26:29 main:574] : INFO : Epoch 1889 | loss: 0.031136 | val_loss: 0.0311578 | Time: 2698.97 ms
[2021-04-22 18:26:32 main:574] : INFO : Epoch 1890 | loss: 0.0311392 | val_loss: 0.0311579 | Time: 2698.33 ms
[2021-04-22 18:26:34 main:574] : INFO : Epoch 1891 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 2694.43 ms
[2021-04-22 18:26:37 main:574] : INFO : Epoch 1892 | loss: 0.0311387 | val_loss: 0.0311595 | Time: 2702.26 ms
[2021-04-22 18:26:40 main:574] : INFO : Epoch 1893 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 2697.16 ms
[2021-04-22 18:26:42 main:574] : INFO : Epoch 1894 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 2696 ms
[2021-04-22 18:26:45 main:574] : INFO : Epoch 1895 | loss: 0.031142 | val_loss: 0.031161 | Time: 2698.08 ms
[2021-04-22 18:26:48 main:574] : INFO : Epoch 1896 | loss: 0.0311419 | val_loss: 0.031156 | Time: 2698.57 ms
[2021-04-22 18:26:51 main:574] : INFO : Epoch 1897 | loss: 0.0311431 | val_loss: 0.0311559 | Time: 2695.87 ms
[2021-04-22 18:26:53 main:574] : INFO : Epoch 1898 | loss: 0.0311417 | val_loss: 0.0311529 | Time: 2695.63 ms
[2021-04-22 18:26:56 main:574] : INFO : Epoch 1899 | loss: 0.031144 | val_loss: 0.0311602 | Time: 2696.03 ms
[2021-04-22 18:26:59 main:574] : INFO : Epoch 1900 | loss: 0.0311447 | val_loss: 0.0311555 | Time: 2697.54 ms
[2021-04-22 18:27:01 main:574] : INFO : Epoch 1901 | loss: 0.0311424 | val_loss: 0.031155 | Time: 2696.68 ms
[2021-04-22 18:27:04 main:574] : INFO : Epoch 1902 | loss: 0.03114 | val_loss: 0.0311537 | Time: 2695.89 ms
[2021-04-22 18:27:07 main:574] : INFO : Epoch 1903 | loss: 0.0311391 | val_loss: 0.0311568 | Time: 2698.52 ms
[2021-04-22 18:27:10 main:574] : INFO : Epoch 1904 | loss: 0.0311392 | val_loss: 0.0311574 | Time: 2694.41 ms
[2021-04-22 18:27:12 main:574] : INFO : Epoch 1905 | loss: 0.0311415 | val_loss: 0.0311597 | Time: 2696.77 ms
[2021-04-22 18:27:15 main:574] : INFO : Epoch 1906 | loss: 0.0311431 | val_loss: 0.0311584 | Time: 2698.01 ms
[2021-04-22 18:27:18 main:574] : INFO : Epoch 1907 | loss: 0.0311414 | val_loss: 0.0311577 | Time: 2700.49 ms
[2021-04-22 18:27:20 main:574] : INFO : Epoch 1908 | loss: 0.0311392 | val_loss: 0.0311565 | Time: 2701.44 ms
[2021-04-22 18:27:23 main:574] : INFO : Epoch 1909 | loss: 0.0311425 | val_loss: 0.0311579 | Time: 2700.24 ms
[2021-04-22 18:27:26 main:574] : INFO : Epoch 1910 | loss: 0.0311438 | val_loss: 0.031159 | Time: 2699.27 ms
[2021-04-22 18:27:29 main:574] : INFO : Epoch 1911 | loss: 0.0311398 | val_loss: 0.0311547 | Time: 2698.66 ms
[2021-04-22 18:27:31 main:574] : INFO : Epoch 1912 | loss: 0.0311401 | val_loss: 0.0311535 | Time: 2699.71 ms
[2021-04-22 18:27:34 main:574] : INFO : Epoch 1913 | loss: 0.0311407 | val_loss: 0.0311604 | Time: 2701.37 ms
[2021-04-22 18:27:37 main:574] : INFO : Epoch 1914 | loss: 0.0311421 | val_loss: 0.0311585 | Time: 2702.14 ms
[2021-04-22 18:27:40 main:574] : INFO : Epoch 1915 | loss: 0.0311381 | val_loss: 0.0311525 | Time: 2698.94 ms
[2021-04-22 18:27:42 main:574] : INFO : Epoch 1916 | loss: 0.0311376 | val_loss: 0.0311596 | Time: 2697.42 ms
[2021-04-22 18:27:45 main:574] : INFO : Epoch 1917 | loss: 0.0311366 | val_loss: 0.0311602 | Time: 2700.17 ms
[2021-04-22 18:27:48 main:574] : INFO : Epoch 1918 | loss: 0.0311432 | val_loss: 0.0311541 | Time: 2700.82 ms
[2021-04-22 18:27:50 main:574] : INFO : Epoch 1919 | loss: 0.0311425 | val_loss: 0.03116 | Time: 2699.27 ms
[2021-04-22 18:27:53 main:574] : INFO : Epoch 1920 | loss: 0.0311429 | val_loss: 0.0311556 | Time: 2700.55 ms
[2021-04-22 18:27:56 main:574] : INFO : Epoch 1921 | loss: 0.0311361 | val_loss: 0.0311532 | Time: 2700.07 ms
[2021-04-22 18:27:59 main:574] : INFO : Epoch 1922 | loss: 0.0311353 | val_loss: 0.0311518 | Time: 2699.6 ms
[2021-04-22 18:28:01 main:574] : INFO : Epoch 1923 | loss: 0.0311354 | val_loss: 0.0311516 | Time: 2700.01 ms
[2021-04-22 18:28:04 main:574] : INFO : Epoch 1924 | loss: 0.0311356 | val_loss: 0.0311529 | Time: 2701.3 ms
[2021-04-22 18:28:07 main:574] : INFO : Epoch 1925 | loss: 0.0311343 | val_loss: 0.0311529 | Time: 2699.65 ms
[2021-04-22 18:28:09 main:574] : INFO : Epoch 1926 | loss: 0.031133 | val_loss: 0.0311534 | Time: 2698.12 ms
[2021-04-22 18:28:12 main:574] : INFO : Epoch 1927 | loss: 0.0311321 | val_loss: 0.031152 | Time: 2698.94 ms
[2021-04-22 18:28:15 main:574] : INFO : Epoch 1928 | loss: 0.0311317 | val_loss: 0.0311504 | Time: 2705.33 ms
[2021-04-22 18:28:18 main:574] : INFO : Epoch 1929 | loss: 0.0311332 | val_loss: 0.0311515 | Time: 2702.11 ms
[2021-04-22 18:28:20 main:574] : INFO : Epoch 1930 | loss: 0.0311341 | val_loss: 0.03115 | Time: 2707.77 ms
[2021-04-22 18:28:23 main:574] : INFO : Epoch 1931 | loss: 0.0311328 | val_loss: 0.0311542 | Time: 2704.3 ms
[2021-04-22 18:28:26 main:574] : INFO : Epoch 1932 | loss: 0.0311333 | val_loss: 0.0311532 | Time: 2703.35 ms
[2021-04-22 18:28:28 main:574] : INFO : Epoch 1933 | loss: 0.0311343 | val_loss: 0.0311544 | Time: 2707.12 ms
[2021-04-22 18:28:31 main:574] : INFO : Epoch 1934 | loss: 0.0311346 | val_loss: 0.0311513 | Time: 2703.73 ms
[2021-04-22 18:28:34 main:574] : INFO : Epoch 1935 | loss: 0.0311321 | val_loss: 0.0311546 | Time: 2706.03 ms
[2021-04-22 18:28:37 main:574] : INFO : Epoch 1936 | loss: 0.0311316 | val_loss: 0.0311537 | Time: 2703.14 ms
[2021-04-22 18:28:39 main:574] : INFO : Epoch 1937 | loss: 0.0311335 | val_loss: 0.0311521 | Time: 2705.31 ms
[2021-04-22 18:28:42 main:574] : INFO : Epoch 1938 | loss: 0.031132 | val_loss: 0.0311509 | Time: 2702.77 ms
[2021-04-22 18:28:45 main:574] : INFO : Epoch 1939 | loss: 0.0311338 | val_loss: 0.0311527 | Time: 2705.56 ms
[2021-04-22 18:28:48 main:574] : INFO : Epoch 1940 | loss: 0.0311349 | val_loss: 0.0311503 | Time: 2705.89 ms
[2021-04-22 18:28:50 main:574] : INFO : Epoch 1941 | loss: 0.0311343 | val_loss: 0.0311549 | Time: 2701.01 ms
[2021-04-22 18:28:53 main:574] : INFO : Epoch 1942 | loss: 0.0311332 | val_loss: 0.0311501 | Time: 2703.51 ms
[2021-04-22 18:28:56 main:574] : INFO : Epoch 1943 | loss: 0.0311346 | val_loss: 0.0311516 | Time: 2707.03 ms
[2021-04-22 18:28:58 main:574] : INFO : Epoch 1944 | loss: 0.0311331 | val_loss: 0.0311528 | Time: 2703.21 ms
[2021-04-22 18:29:01 main:574] : INFO : Epoch 1945 | loss: 0.0311312 | val_loss: 0.031152 | Time: 2704.25 ms
[2021-04-22 18:29:04 main:574] : INFO : Epoch 1946 | loss: 0.0311314 | val_loss: 0.0311522 | Time: 2706.04 ms
[2021-04-22 18:29:07 main:574] : INFO : Epoch 1947 | loss: 0.0311318 | val_loss: 0.0311541 | Time: 2701.8 ms
[2021-04-22 18:29:09 main:574] : INFO : Epoch 1948 | loss: 0.0311305 | val_loss: 0.031151 | Time: 2703.94 ms
[2021-04-22 18:29:12 main:574] : INFO : Epoch 1949 | loss: 0.0311308 | val_loss: 0.0311518 | Time: 2704.01 ms
[2021-04-22 18:29:15 main:574] : INFO : Epoch 1950 | loss: 0.0311378 | val_loss: 0.0311517 | Time: 2706.35 ms
[2021-04-22 18:29:18 main:574] : INFO : Epoch 1951 | loss: 0.0311357 | val_loss: 0.0311526 | Time: 2701.73 ms
[2021-04-22 18:29:20 main:574] : INFO : Epoch 1952 | loss: 0.0311331 | val_loss: 0.0311548 | Time: 2704.29 ms
[2021-04-22 18:29:23 main:574] : INFO : Epoch 1953 | loss: 0.0311338 | val_loss: 0.0311521 | Time: 2703.38 ms
[2021-04-22 18:29:26 main:574] : INFO : Epoch 1954 | loss: 0.0311317 | val_loss: 0.0311506 | Time: 2701.72 ms
[2021-04-22 18:29:28 main:574] : INFO : Epoch 1955 | loss: 0.031131 | val_loss: 0.0311515 | Time: 2703.52 ms
[2021-04-22 18:29:31 main:574] : INFO : Epoch 1956 | loss: 0.0311317 | val_loss: 0.0311527 | Time: 2704.55 ms
[2021-04-22 18:29:34 main:574] : INFO : Epoch 1957 | loss: 0.0311318 | val_loss: 0.0311544 | Time: 2706.84 ms
[2021-04-22 18:29:37 main:574] : INFO : Epoch 1958 | loss: 0.0311323 | val_loss: 0.0311505 | Time: 2703.06 ms
[2021-04-22 18:29:39 main:574] : INFO : Epoch 1959 | loss: 0.0311328 | val_loss: 0.0311508 | Time: 2705.65 ms
[2021-04-22 18:29:42 main:574] : INFO : Epoch 1960 | loss: 0.0311371 | val_loss: 0.0311536 | Time: 2703.92 ms
[2021-04-22 18:29:45 main:574] : INFO : Epoch 1961 | loss: 0.0311331 | val_loss: 0.0311499 | Time: 2702.87 ms
[2021-04-22 18:29:47 main:574] : INFO : Epoch 1962 | loss: 0.0311349 | val_loss: 0.0311521 | Time: 2706.67 ms
[2021-04-22 18:29:50 main:574] : INFO : Epoch 1963 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 2703.46 ms
[2021-04-22 18:29:53 main:574] : INFO : Epoch 1964 | loss: 0.0311436 | val_loss: 0.0311539 | Time: 2706.02 ms
[2021-04-22 18:29:56 main:574] : INFO : Epoch 1965 | loss: 0.031142 | val_loss: 0.0311552 | Time: 2702.88 ms
[2021-04-22 18:29:58 main:574] : INFO : Epoch 1966 | loss: 0.031139 | val_loss: 0.0311588 | Time: 2705.78 ms
[2021-04-22 18:30:01 main:574] : INFO : Epoch 1967 | loss: 0.0311396 | val_loss: 0.031157 | Time: 2705.7 ms
[2021-04-22 18:30:04 main:574] : INFO : Epoch 1968 | loss: 0.0311383 | val_loss: 0.0311652 | Time: 2703.48 ms
[2021-04-22 18:30:07 main:574] : INFO : Epoch 1969 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 2704.26 ms
[2021-04-22 18:30:09 main:574] : INFO : Epoch 1970 | loss: 0.0311417 | val_loss: 0.0311569 | Time: 2704.84 ms
[2021-04-22 18:30:12 main:574] : INFO : Epoch 1971 | loss: 0.0311382 | val_loss: 0.0311572 | Time: 2705.31 ms
[2021-04-22 18:30:15 main:574] : INFO : Epoch 1972 | loss: 0.0311386 | val_loss: 0.0311553 | Time: 2701.99 ms
[2021-04-22 18:30:17 main:574] : INFO : Epoch 1973 | loss: 0.0311393 | val_loss: 0.0311531 | Time: 2704.53 ms
[2021-04-22 18:30:20 main:574] : INFO : Epoch 1974 | loss: 0.0311405 | val_loss: 0.0311516 | Time: 2705.17 ms
[2021-04-22 18:30:23 main:574] : INFO : Epoch 1975 | loss: 0.0311371 | val_loss: 0.0311515 | Time: 2702.26 ms
[2021-04-22 18:30:26 main:574] : INFO : Epoch 1976 | loss: 0.0311377 | val_loss: 0.0311548 | Time: 2707.55 ms
[2021-04-22 18:30:28 main:574] : INFO : Epoch 1977 | loss: 0.0311397 | val_loss: 0.0311542 | Time: 2705.84 ms
[2021-04-22 18:30:31 main:574] : INFO : Epoch 1978 | loss: 0.0311433 | val_loss: 0.0311539 | Time: 2703.75 ms
[2021-04-22 18:30:34 main:574] : INFO : Epoch 1979 | loss: 0.031145 | val_loss: 0.03116 | Time: 2701.44 ms
[2021-04-22 18:30:37 main:574] : INFO : Epoch 1980 | loss: 0.031148 | val_loss: 0.0311586 | Time: 2705.22 ms
[2021-04-22 18:30:39 main:574] : INFO : Epoch 1981 | loss: 0.031149 | val_loss: 0.031157 | Time: 2703.06 ms
[2021-04-22 18:30:42 main:574] : INFO : Epoch 1982 | loss: 0.031146 | val_loss: 0.0311515 | Time: 2706.2 ms
[2021-04-22 18:30:45 main:574] : INFO : Epoch 1983 | loss: 0.0311437 | val_loss: 0.0311514 | Time: 2703.72 ms
[2021-04-22 18:30:47 main:574] : INFO : Epoch 1984 | loss: 0.0311437 | val_loss: 0.0311527 | Time: 2705.43 ms
[2021-04-22 18:30:50 main:574] : INFO : Epoch 1985 | loss: 0.0311439 | val_loss: 0.0311517 | Time: 2705.91 ms
[2021-04-22 18:30:53 main:574] : INFO : Epoch 1986 | loss: 0.0311437 | val_loss: 0.0311527 | Time: 2703.61 ms
[2021-04-22 18:30:56 main:574] : INFO : Epoch 1987 | loss: 0.0311427 | val_loss: 0.031153 | Time: 2703.33 ms
[2021-04-22 18:30:58 main:574] : INFO : Epoch 1988 | loss: 0.0311424 | val_loss: 0.0311531 | Time: 2702.75 ms
[2021-04-22 18:31:01 main:574] : INFO : Epoch 1989 | loss: 0.0311443 | val_loss: 0.0311539 | Time: 2702.67 ms
[2021-04-22 18:31:04 main:574] : INFO : Epoch 1990 | loss: 0.03114 | val_loss: 0.0311514 | Time: 2704.87 ms
[2021-04-22 18:31:06 main:574] : INFO : Epoch 1991 | loss: 0.0311448 | val_loss: 0.0311517 | Time: 2716.97 ms
[2021-04-22 18:31:09 main:574] : INFO : Epoch 1992 | loss: 0.0311434 | val_loss: 0.0311568 | Time: 2705.93 ms
[2021-04-22 18:31:12 main:574] : INFO : Epoch 1993 | loss: 0.0311435 | val_loss: 0.0311509 | Time: 2703.54 ms
[2021-04-22 18:31:15 main:574] : INFO : Epoch 1994 | loss: 0.0311398 | val_loss: 0.0311527 | Time: 2703.92 ms
[2021-04-22 18:31:17 main:574] : INFO : Epoch 1995 | loss: 0.0311381 | val_loss: 0.0311527 | Time: 2704.48 ms
[2021-04-22 18:31:20 main:574] : INFO : Epoch 1996 | loss: 0.0311395 | val_loss: 0.0311485 | Time: 2701.86 ms
[2021-04-22 18:31:23 main:574] : INFO : Epoch 1997 | loss: 0.0311394 | val_loss: 0.0311544 | Time: 2706.47 ms
[2021-04-22 18:31:26 main:574] : INFO : Epoch 1998 | loss: 0.0311375 | val_loss: 0.0311529 | Time: 2703.25 ms
[2021-04-22 18:31:28 main:574] : INFO : Epoch 1999 | loss: 0.0311392 | val_loss: 0.0311553 | Time: 2708.88 ms
[2021-04-22 18:31:31 main:574] : INFO : Epoch 2000 | loss: 0.0311369 | val_loss: 0.0311524 | Time: 2703.19 ms
[2021-04-22 18:31:34 main:574] : INFO : Epoch 2001 | loss: 0.0311356 | val_loss: 0.0311516 | Time: 2703.31 ms
[2021-04-22 18:31:36 main:574] : INFO : Epoch 2002 | loss: 0.0311357 | val_loss: 0.0311502 | Time: 2702.15 ms
[2021-04-22 18:31:39 main:574] : INFO : Epoch 2003 | loss: 0.0311363 | val_loss: 0.0311489 | Time: 2703.82 ms
[2021-04-22 18:31:42 main:574] : INFO : Epoch 2004 | loss: 0.0311344 | val_loss: 0.0311477 | Time: 2704.76 ms
[2021-04-22 18:31:45 main:574] : INFO : Epoch 2005 | loss: 0.0311343 | val_loss: 0.0311494 | Time: 2702.85 ms
[2021-04-22 18:31:47 main:574] : INFO : Epoch 2006 | loss: 0.031133 | val_loss: 0.0311512 | Time: 2714.16 ms
[2021-04-22 18:31:50 main:574] : INFO : Epoch 2007 | loss: 0.0311351 | val_loss: 0.0311534 | Time: 2703.22 ms
[2021-04-22 18:31:53 main:574] : INFO : Epoch 2008 | loss: 0.0311356 | val_loss: 0.0311494 | Time: 2705.79 ms
[2021-04-22 18:31:56 main:574] : INFO : Epoch 2009 | loss: 0.0311335 | val_loss: 0.0311496 | Time: 2704.49 ms
[2021-04-22 18:31:58 main:574] : INFO : Epoch 2010 | loss: 0.031136 | val_loss: 0.0311509 | Time: 2703.36 ms
[2021-04-22 18:32:01 main:574] : INFO : Epoch 2011 | loss: 0.0311349 | val_loss: 0.0311486 | Time: 2705.8 ms
[2021-04-22 18:32:04 main:574] : INFO : Epoch 2012 | loss: 0.0311349 | val_loss: 0.031156 | Time: 2701.68 ms
[2021-04-22 18:32:06 main:574] : INFO : Epoch 2013 | loss: 0.0311415 | val_loss: 0.0311588 | Time: 2707.17 ms
[2021-04-22 18:32:09 main:574] : INFO : Epoch 2014 | loss: 0.0311372 | val_loss: 0.0311529 | Time: 2702.41 ms
[2021-04-22 18:32:12 main:574] : INFO : Epoch 2015 | loss: 0.031135 | val_loss: 0.0311522 | Time: 2706.21 ms
[2021-04-22 18:32:15 main:574] : INFO : Epoch 2016 | loss: 0.0311377 | val_loss: 0.0311522 | Time: 2703.44 ms
[2021-04-22 18:32:17 main:574] : INFO : Epoch 2017 | loss: 0.0311351 | val_loss: 0.0311505 | Time: 2704.87 ms
[2021-04-22 18:32:20 main:574] : INFO : Epoch 2018 | loss: 0.031133 | val_loss: 0.0311492 | Time: 2704.48 ms
[2021-04-22 18:32:23 main:574] : INFO : Epoch 2019 | loss: 0.0311329 | val_loss: 0.0311496 | Time: 2704.06 ms
[2021-04-22 18:32:26 main:574] : INFO : Epoch 2020 | loss: 0.0311353 | val_loss: 0.031153 | Time: 2707.47 ms
[2021-04-22 18:32:28 main:574] : INFO : Epoch 2021 | loss: 0.0311354 | val_loss: 0.0311483 | Time: 2702.38 ms
[2021-04-22 18:32:31 main:574] : INFO : Epoch 2022 | loss: 0.0311316 | val_loss: 0.0311495 | Time: 2704.33 ms
[2021-04-22 18:32:34 main:574] : INFO : Epoch 2023 | loss: 0.0311332 | val_loss: 0.0311486 | Time: 2703.99 ms
[2021-04-22 18:32:36 main:574] : INFO : Epoch 2024 | loss: 0.0311396 | val_loss: 0.0311533 | Time: 2701.34 ms
[2021-04-22 18:32:39 main:574] : INFO : Epoch 2025 | loss: 0.0311363 | val_loss: 0.0311467 | Time: 2704.45 ms
[2021-04-22 18:32:42 main:574] : INFO : Epoch 2026 | loss: 0.0311323 | val_loss: 0.0311513 | Time: 2703.01 ms
[2021-04-22 18:32:45 main:574] : INFO : Epoch 2027 | loss: 0.0311333 | val_loss: 0.0311478 | Time: 2706.29 ms
[2021-04-22 18:32:47 main:574] : INFO : Epoch 2028 | loss: 0.0311323 | val_loss: 0.0311498 | Time: 2703.75 ms
[2021-04-22 18:32:50 main:574] : INFO : Epoch 2029 | loss: 0.031132 | val_loss: 0.0311497 | Time: 2703.75 ms
[2021-04-22 18:32:53 main:574] : INFO : Epoch 2030 | loss: 0.0311324 | val_loss: 0.0311492 | Time: 2703.47 ms
[2021-04-22 18:32:56 main:574] : INFO : Epoch 2031 | loss: 0.0311397 | val_loss: 0.0311506 | Time: 2703.25 ms
[2021-04-22 18:32:58 main:574] : INFO : Epoch 2032 | loss: 0.0311419 | val_loss: 0.0311498 | Time: 2705.93 ms
[2021-04-22 18:33:01 main:574] : INFO : Epoch 2033 | loss: 0.031138 | val_loss: 0.0311499 | Time: 2703.38 ms
[2021-04-22 18:33:04 main:574] : INFO : Epoch 2034 | loss: 0.0311372 | val_loss: 0.031147 | Time: 2710.11 ms
[2021-04-22 18:33:06 main:574] : INFO : Epoch 2035 | loss: 0.0311356 | val_loss: 0.0311462 | Time: 2703.71 ms
[2021-04-22 18:33:09 main:574] : INFO : Epoch 2036 | loss: 0.0311363 | val_loss: 0.0311557 | Time: 2707.66 ms
[2021-04-22 18:33:12 main:574] : INFO : Epoch 2037 | loss: 0.0311401 | val_loss: 0.0311524 | Time: 2704.06 ms
[2021-04-22 18:33:15 main:574] : INFO : Epoch 2038 | loss: 0.0311393 | val_loss: 0.031152 | Time: 2702.04 ms
[2021-04-22 18:33:17 main:574] : INFO : Epoch 2039 | loss: 0.0311374 | val_loss: 0.0311473 | Time: 2704.29 ms
[2021-04-22 18:33:20 main:574] : INFO : Epoch 2040 | loss: 0.0311352 | val_loss: 0.0311467 | Time: 2702.48 ms
[2021-04-22 18:33:23 main:574] : INFO : Epoch 2041 | loss: 0.0311348 | val_loss: 0.0311494 | Time: 2707.25 ms
[2021-04-22 18:33:25 main:574] : INFO : Epoch 2042 | loss: 0.0311342 | val_loss: 0.0311495 | Time: 2703.51 ms
[2021-04-22 18:33:28 main:574] : INFO : Epoch 2043 | loss: 0.0311337 | val_loss: 0.0311517 | Time: 2703.81 ms
[2021-04-22 18:33:31 main:574] : INFO : Epoch 2044 | loss: 0.0311366 | val_loss: 0.0311521 | Time: 2700.44 ms
[2021-04-22 18:33:34 main:574] : INFO : Epoch 2045 | loss: 0.0311388 | val_loss: 0.031157 | Time: 2701.18 ms
[2021-04-22 18:33:36 main:574] : INFO : Epoch 2046 | loss: 0.0311411 | val_loss: 0.0311546 | Time: 2699.29 ms
[2021-04-22 18:33:39 main:574] : INFO : Epoch 2047 | loss: 0.0311418 | val_loss: 0.031153 | Time: 2697.53 ms
[2021-04-22 18:33:42 main:574] : INFO : Epoch 2048 | loss: 0.0311391 | val_loss: 0.0311547 | Time: 2700.21 ms
[2021-04-22 18:33:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311547
[2021-04-22 18:33:42 main:603] : INFO : Saving end state to config to file
[2021-04-22 18:33:42 main:608] : INFO : Success, exiting..
18:33:42 (8224): 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)