Task 5014560
| Name | ParityModified-1617248895-26526-2_0 |
| Workunit | 3003378 |
| Created | 14 Apr 2021, 11:09:38 UTC |
| Sent | 20 Apr 2021, 20:43:42 UTC |
| Report deadline | 27 Apr 2021, 20:43:42 UTC |
| Received | 22 Apr 2021, 11:21:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 29 min 24 sec |
| CPU time | 1 hours 28 min 12 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: 0.0311461 | val_loss: 0.0311606 | Time: 2698.39 ms [2021-04-22 11:57:24 main:574] : INFO : Epoch 1543 | loss: 0.0311479 | val_loss: 0.0311569 | Time: 2698.48 ms [2021-04-22 11:57:27 main:574] : INFO : Epoch 1544 | loss: 0.0311492 | val_loss: 0.031159 | Time: 2700.7 ms [2021-04-22 11:57:30 main:574] : INFO : Epoch 1545 | loss: 0.0311464 | val_loss: 0.0311571 | Time: 2698.59 ms [2021-04-22 11:57:33 main:574] : INFO : Epoch 1546 | loss: 0.0311453 | val_loss: 0.0311539 | Time: 2704.93 ms [2021-04-22 11:57:35 main:574] : INFO : Epoch 1547 | loss: 0.0311442 | val_loss: 0.0311588 | Time: 2697.67 ms [2021-04-22 11:57:38 main:574] : INFO : Epoch 1548 | loss: 0.0311439 | val_loss: 0.031156 | Time: 2696.93 ms [2021-04-22 11:57:41 main:574] : INFO : Epoch 1549 | loss: 0.0311433 | val_loss: 0.0311534 | Time: 2697.17 ms [2021-04-22 11:57:44 main:574] : INFO : Epoch 1550 | loss: 0.0311421 | val_loss: 0.0311592 | Time: 2696.24 ms [2021-04-22 11:57:46 main:574] : INFO : Epoch 1551 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 2712.99 ms [2021-04-22 11:57:49 main:574] : INFO : Epoch 1552 | loss: 0.0311413 | val_loss: 0.0311542 | Time: 2697.54 ms [2021-04-22 11:57:52 main:574] : INFO : Epoch 1553 | loss: 0.0311467 | val_loss: 0.0311572 | Time: 2699.22 ms [2021-04-22 11:57:54 main:574] : INFO : Epoch 1554 | loss: 0.031148 | val_loss: 0.0311577 | Time: 2697.13 ms [2021-04-22 11:57:57 main:574] : INFO : Epoch 1555 | loss: 0.0311454 | val_loss: 0.0311538 | Time: 2698.12 ms [2021-04-22 11:58:00 main:574] : INFO : Epoch 1556 | loss: 0.0311432 | val_loss: 0.0311542 | Time: 2697.1 ms [2021-04-22 11:58:03 main:574] : INFO : Epoch 1557 | loss: 0.0311433 | val_loss: 0.0311551 | Time: 2701.28 ms [2021-04-22 11:58:05 main:574] : INFO : Epoch 1558 | loss: 0.0311439 | val_loss: 0.0311571 | Time: 2702.44 ms [2021-04-22 11:58:08 main:574] : INFO : Epoch 1559 | loss: 0.0311423 | val_loss: 0.0311538 | Time: 2698.72 ms [2021-04-22 11:58:11 main:574] : INFO : Epoch 1560 | loss: 0.0311405 | val_loss: 0.0311555 | Time: 2697.51 ms [2021-04-22 11:58:13 main:574] : INFO : Epoch 1561 | loss: 0.0311441 | val_loss: 0.0311548 | Time: 2700.15 ms [2021-04-22 11:58:16 main:574] : INFO : Epoch 1562 | loss: 0.0311431 | val_loss: 0.0311557 | Time: 2698.09 ms [2021-04-22 11:58:19 main:574] : INFO : Epoch 1563 | loss: 0.0311389 | val_loss: 0.0311587 | Time: 2700.84 ms [2021-04-22 11:58:22 main:574] : INFO : Epoch 1564 | loss: 0.0311411 | val_loss: 0.0311585 | Time: 2697.65 ms [2021-04-22 11:58:24 main:574] : INFO : Epoch 1565 | loss: 0.0311402 | val_loss: 0.0311571 | Time: 2698.29 ms [2021-04-22 11:58:27 main:574] : INFO : Epoch 1566 | loss: 0.0311405 | val_loss: 0.0311576 | Time: 2697.37 ms [2021-04-22 11:58:30 main:574] : INFO : Epoch 1567 | loss: 0.0311409 | val_loss: 0.0311587 | Time: 2697.14 ms [2021-04-22 11:58:32 main:574] : INFO : Epoch 1568 | loss: 0.031144 | val_loss: 0.0311619 | Time: 2697.95 ms [2021-04-22 11:58:35 main:574] : INFO : Epoch 1569 | loss: 0.0311469 | val_loss: 0.0311563 | Time: 2701.36 ms [2021-04-22 11:58:38 main:574] : INFO : Epoch 1570 | loss: 0.0311445 | val_loss: 0.0311599 | Time: 2701.75 ms [2021-04-22 11:58:41 main:574] : INFO : Epoch 1571 | loss: 0.0311431 | val_loss: 0.0311587 | Time: 2702.8 ms [2021-04-22 11:58:43 main:574] : INFO : Epoch 1572 | loss: 0.0311411 | val_loss: 0.0311564 | Time: 2701.17 ms [2021-04-22 11:58:46 main:574] : INFO : Epoch 1573 | loss: 0.0311413 | val_loss: 0.0311571 | Time: 2700.29 ms [2021-04-22 11:58:49 main:574] : INFO : Epoch 1574 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 2698.76 ms [2021-04-22 11:58:51 main:574] : INFO : Epoch 1575 | loss: 0.0311404 | val_loss: 0.0311643 | Time: 2696.96 ms [2021-04-22 11:58:54 main:574] : INFO : Epoch 1576 | loss: 0.0311421 | val_loss: 0.0311577 | Time: 2702.29 ms [2021-04-22 11:58:57 main:574] : INFO : Epoch 1577 | loss: 0.031139 | val_loss: 0.0311583 | Time: 2703.21 ms [2021-04-22 11:59:00 main:574] : INFO : Epoch 1578 | loss: 0.0311391 | val_loss: 0.0311651 | Time: 2705.3 ms [2021-04-22 11:59:02 main:574] : INFO : Epoch 1579 | loss: 0.0311433 | val_loss: 0.0311594 | Time: 2701.41 ms [2021-04-22 11:59:05 main:574] : INFO : Epoch 1580 | loss: 0.0311396 | val_loss: 0.0311554 | Time: 2700.81 ms [2021-04-22 11:59:08 main:574] : INFO : Epoch 1581 | loss: 0.0311376 | val_loss: 0.0311541 | Time: 2700.57 ms [2021-04-22 11:59:11 main:574] : INFO : Epoch 1582 | loss: 0.0311371 | val_loss: 0.0311551 | Time: 2698.08 ms [2021-04-22 11:59:13 main:574] : INFO : Epoch 1583 | loss: 0.0311347 | val_loss: 0.0311564 | Time: 2700.79 ms [2021-04-22 11:59:16 main:574] : INFO : Epoch 1584 | loss: 0.0311352 | val_loss: 0.0311544 | Time: 2700.9 ms [2021-04-22 11:59:19 main:574] : INFO : Epoch 1585 | loss: 0.031137 | val_loss: 0.031158 | Time: 2702.12 ms [2021-04-22 11:59:21 main:574] : INFO : Epoch 1586 | loss: 0.0311406 | val_loss: 0.0311578 | Time: 2699.69 ms [2021-04-22 11:59:24 main:574] : INFO : Epoch 1587 | loss: 0.0311434 | val_loss: 0.0311584 | Time: 2698.35 ms [2021-04-22 11:59:27 main:574] : INFO : Epoch 1588 | loss: 0.0311406 | val_loss: 0.0311572 | Time: 2701.3 ms [2021-04-22 11:59:30 main:574] : INFO : Epoch 1589 | loss: 0.03114 | val_loss: 0.031158 | Time: 2699.34 ms [2021-04-22 11:59:32 main:574] : INFO : Epoch 1590 | loss: 0.0311414 | val_loss: 0.0311604 | Time: 2697.85 ms [2021-04-22 11:59:35 main:574] : INFO : Epoch 1591 | loss: 0.031141 | val_loss: 0.0311565 | Time: 2702.46 ms [2021-04-22 11:59:38 main:574] : INFO : Epoch 1592 | loss: 0.0311379 | val_loss: 0.0311586 | Time: 2703.13 ms [2021-04-22 11:59:41 main:574] : INFO : Epoch 1593 | loss: 0.0311377 | val_loss: 0.0311569 | Time: 2702.08 ms [2021-04-22 11:59:43 main:574] : INFO : Epoch 1594 | loss: 0.0311397 | val_loss: 0.0311581 | Time: 2698.33 ms [2021-04-22 11:59:46 main:574] : INFO : Epoch 1595 | loss: 0.0311392 | val_loss: 0.0311557 | Time: 2720.03 ms [2021-04-22 11:59:49 main:574] : INFO : Epoch 1596 | loss: 0.0311409 | val_loss: 0.0311548 | Time: 2698.15 ms [2021-04-22 11:59:51 main:574] : INFO : Epoch 1597 | loss: 0.0311407 | val_loss: 0.0311549 | Time: 2700.15 ms [2021-04-22 11:59:54 main:574] : INFO : Epoch 1598 | loss: 0.0311382 | val_loss: 0.0311515 | Time: 2704.43 ms [2021-04-22 11:59:57 main:574] : INFO : Epoch 1599 | loss: 0.031139 | val_loss: 0.0311525 | Time: 2703.05 ms [2021-04-22 12:00:00 main:574] : INFO : Epoch 1600 | loss: 0.0311378 | val_loss: 0.0311546 | Time: 2701.16 ms [2021-04-22 12:00:02 main:574] : INFO : Epoch 1601 | loss: 0.0311362 | val_loss: 0.031155 | Time: 2699.33 ms [2021-04-22 12:00:05 main:574] : INFO : Epoch 1602 | loss: 0.0311385 | val_loss: 0.0311604 | Time: 2700.38 ms [2021-04-22 12:00:08 main:574] : INFO : Epoch 1603 | loss: 0.0311488 | val_loss: 0.0311611 | Time: 2699.51 ms [2021-04-22 12:00:11 main:574] : INFO : Epoch 1604 | loss: 0.0311504 | val_loss: 0.0311628 | Time: 2701.05 ms [2021-04-22 12:00:13 main:574] : INFO : Epoch 1605 | loss: 0.0311505 | val_loss: 0.0311627 | Time: 2703.51 ms [2021-04-22 12:00:16 main:574] : INFO : Epoch 1606 | loss: 0.0311477 | val_loss: 0.0311563 | Time: 2704.77 ms [2021-04-22 12:00:19 main:574] : INFO : Epoch 1607 | loss: 0.0311444 | val_loss: 0.0311558 | Time: 2700.87 ms [2021-04-22 12:00:21 main:574] : INFO : Epoch 1608 | loss: 0.0311419 | val_loss: 0.0311544 | Time: 2702.46 ms [2021-04-22 12:00:24 main:574] : INFO : Epoch 1609 | loss: 0.0311445 | val_loss: 0.0311568 | Time: 2700.02 ms [2021-04-22 12:00:27 main:574] : INFO : Epoch 1610 | loss: 0.0311468 | val_loss: 0.0311614 | Time: 2699.25 ms [2021-04-22 12:00:30 main:574] : INFO : Epoch 1611 | loss: 0.0311453 | val_loss: 0.0311561 | Time: 2699.73 ms [2021-04-22 12:00:32 main:574] : INFO : Epoch 1612 | loss: 0.0311444 | val_loss: 0.0311525 | Time: 2702.64 ms [2021-04-22 12:00:35 main:574] : INFO : Epoch 1613 | loss: 0.0311434 | val_loss: 0.0311541 | Time: 2698.79 ms [2021-04-22 12:00:38 main:574] : INFO : Epoch 1614 | loss: 0.0311413 | val_loss: 0.0311533 | Time: 2698.15 ms [2021-04-22 12:00:40 main:574] : INFO : Epoch 1615 | loss: 0.0311412 | val_loss: 0.0311528 | Time: 2699 ms [2021-04-22 12:00:43 main:574] : INFO : Epoch 1616 | loss: 0.0311421 | val_loss: 0.0311598 | Time: 2700.24 ms [2021-04-22 12:00:46 main:574] : INFO : Epoch 1617 | loss: 0.0311434 | val_loss: 0.0311523 | Time: 2698.92 ms [2021-04-22 12:00:49 main:574] : INFO : Epoch 1618 | loss: 0.0311466 | val_loss: 0.0311582 | Time: 2702.14 ms [2021-04-22 12:00:51 main:574] : INFO : Epoch 1619 | loss: 0.0311518 | val_loss: 0.0311531 | Time: 2703.2 ms [2021-04-22 12:00:54 main:574] : INFO : Epoch 1620 | loss: 0.0311472 | val_loss: 0.0311513 | Time: 2700.36 ms [2021-04-22 12:00:57 main:574] : INFO : Epoch 1621 | loss: 0.0311427 | val_loss: 0.0311539 | Time: 2698.8 ms [2021-04-22 12:01:00 main:574] : INFO : Epoch 1622 | loss: 0.031153 | val_loss: 0.0311548 | Time: 2699.08 ms [2021-04-22 12:01:02 main:574] : INFO : Epoch 1623 | loss: 0.0311583 | val_loss: 0.0311631 | Time: 2698.26 ms [2021-04-22 12:01:05 main:574] : INFO : Epoch 1624 | loss: 0.0311594 | val_loss: 0.0311621 | Time: 2698.82 ms [2021-04-22 12:01:08 main:574] : INFO : Epoch 1625 | loss: 0.0311607 | val_loss: 0.0311628 | Time: 2702.55 ms [2021-04-22 12:01:10 main:574] : INFO : Epoch 1626 | loss: 0.0311591 | val_loss: 0.0311608 | Time: 2701.67 ms [2021-04-22 12:01:13 main:574] : INFO : Epoch 1627 | loss: 0.0311574 | val_loss: 0.031161 | Time: 2701.28 ms [2021-04-22 12:01:16 main:574] : INFO : Epoch 1628 | loss: 0.0311544 | val_loss: 0.0311612 | Time: 2703.33 ms [2021-04-22 12:01:19 main:574] : INFO : Epoch 1629 | loss: 0.031152 | val_loss: 0.0311645 | Time: 2700.08 ms [2021-04-22 12:01:21 main:574] : INFO : Epoch 1630 | loss: 0.0311502 | val_loss: 0.0311627 | Time: 2699.7 ms [2021-04-22 12:01:24 main:574] : INFO : Epoch 1631 | loss: 0.0311485 | val_loss: 0.0311646 | Time: 2699.47 ms [2021-04-22 12:01:27 main:574] : INFO : Epoch 1632 | loss: 0.0311501 | val_loss: 0.0311674 | Time: 2701.54 ms [2021-04-22 12:01:29 main:574] : INFO : Epoch 1633 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 2704.03 ms [2021-04-22 12:01:32 main:574] : INFO : Epoch 1634 | loss: 0.0311496 | val_loss: 0.031163 | Time: 2700.32 ms [2021-04-22 12:01:35 main:574] : INFO : Epoch 1635 | loss: 0.0311548 | val_loss: 0.0311593 | Time: 2699.78 ms [2021-04-22 12:01:38 main:574] : INFO : Epoch 1636 | loss: 0.0311523 | val_loss: 0.031167 | Time: 2701 ms [2021-04-22 12:01:40 main:574] : INFO : Epoch 1637 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 2699.15 ms [2021-04-22 12:01:43 main:574] : INFO : Epoch 1638 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 2700.5 ms [2021-04-22 12:01:46 main:574] : INFO : Epoch 1639 | loss: 0.0311501 | val_loss: 0.0311584 | Time: 2702.82 ms [2021-04-22 12:01:48 main:574] : INFO : Epoch 1640 | loss: 0.0311478 | val_loss: 0.0311587 | Time: 2701.25 ms [2021-04-22 12:01:51 main:574] : INFO : Epoch 1641 | loss: 0.0311469 | val_loss: 0.0311578 | Time: 2702.82 ms [2021-04-22 12:01:54 main:574] : INFO : Epoch 1642 | loss: 0.0311477 | val_loss: 0.03116 | Time: 2699.24 ms [2021-04-22 12:01:57 main:574] : INFO : Epoch 1643 | loss: 0.0311447 | val_loss: 0.0311584 | Time: 2710.52 ms [2021-04-22 12:01:59 main:574] : INFO : Epoch 1644 | loss: 0.0311459 | val_loss: 0.0311603 | Time: 2700.26 ms [2021-04-22 12:02:02 main:574] : INFO : Epoch 1645 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 2700.93 ms [2021-04-22 12:02:05 main:574] : INFO : Epoch 1646 | loss: 0.031144 | val_loss: 0.0311616 | Time: 2705.29 ms [2021-04-22 12:02:08 main:574] : INFO : Epoch 1647 | loss: 0.031146 | val_loss: 0.0311642 | Time: 2704.79 ms [2021-04-22 12:02:10 main:574] : INFO : Epoch 1648 | loss: 0.0311471 | val_loss: 0.0311611 | Time: 2700.1 ms [2021-04-22 12:02:13 main:574] : INFO : Epoch 1649 | loss: 0.0311464 | val_loss: 0.0311595 | Time: 2699.49 ms [2021-04-22 12:02:16 main:574] : INFO : Epoch 1650 | loss: 0.0311451 | val_loss: 0.0311597 | Time: 2702.36 ms [2021-04-22 12:02:18 main:574] : INFO : Epoch 1651 | loss: 0.0311422 | val_loss: 0.0311585 | Time: 2699.93 ms [2021-04-22 12:02:21 main:574] : INFO : Epoch 1652 | loss: 0.0311419 | val_loss: 0.0311646 | Time: 2701.39 ms [2021-04-22 12:02:24 main:574] : INFO : Epoch 1653 | loss: 0.0311455 | val_loss: 0.0311632 | Time: 2703.08 ms [2021-04-22 12:02:27 main:574] : INFO : Epoch 1654 | loss: 0.0311422 | val_loss: 0.0311615 | Time: 2703.43 ms [2021-04-22 12:02:29 main:574] : INFO : Epoch 1655 | loss: 0.0311425 | val_loss: 0.0311618 | Time: 2700.62 ms [2021-04-22 12:02:32 main:574] : INFO : Epoch 1656 | loss: 0.0311426 | val_loss: 0.0311656 | Time: 2700.27 ms [2021-04-22 12:02:35 main:574] : INFO : Epoch 1657 | loss: 0.0311407 | val_loss: 0.0311605 | Time: 2700.64 ms [2021-04-22 12:02:38 main:574] : INFO : Epoch 1658 | loss: 0.0311409 | val_loss: 0.0311585 | Time: 2699.39 ms [2021-04-22 12:02:40 main:574] : INFO : Epoch 1659 | loss: 0.0311402 | val_loss: 0.0311608 | Time: 2701.2 ms [2021-04-22 12:02:43 main:574] : INFO : Epoch 1660 | loss: 0.0311435 | val_loss: 0.0311622 | Time: 2703.68 ms [2021-04-22 12:02:46 main:574] : INFO : Epoch 1661 | loss: 0.03115 | val_loss: 0.0311636 | Time: 2702.62 ms [2021-04-22 12:02:48 main:574] : INFO : Epoch 1662 | loss: 0.0311506 | val_loss: 0.0311596 | Time: 2700.63 ms [2021-04-22 12:02:51 main:574] : INFO : Epoch 1663 | loss: 0.0311582 | val_loss: 0.0311675 | Time: 2700.32 ms [2021-04-22 12:02:54 main:574] : INFO : Epoch 1664 | loss: 0.0311684 | val_loss: 0.0311692 | Time: 2702.42 ms [2021-04-22 12:02:57 main:574] : INFO : Epoch 1665 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 2699.96 ms [2021-04-22 12:02:59 main:574] : INFO : Epoch 1666 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 2701.41 ms [2021-04-22 12:03:02 main:574] : INFO : Epoch 1667 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 2702.74 ms [2021-04-22 12:03:05 main:574] : INFO : Epoch 1668 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 2701.4 ms [2021-04-22 12:03:08 main:574] : INFO : Epoch 1669 | loss: 0.0311931 | val_loss: 0.0311939 | Time: 2702.35 ms [2021-04-22 12:03:10 main:574] : INFO : Epoch 1670 | loss: 0.0311954 | val_loss: 0.0311966 | Time: 2698.59 ms [2021-04-22 12:03:13 main:574] : INFO : Epoch 1671 | loss: 0.0311879 | val_loss: 0.0311869 | Time: 2701.6 ms [2021-04-22 12:03:16 main:574] : INFO : Epoch 1672 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 2699.22 ms [2021-04-22 12:03:18 main:574] : INFO : Epoch 1673 | loss: 0.0311805 | val_loss: 0.0311975 | Time: 2711.8 ms [2021-04-22 12:03:21 main:574] : INFO : Epoch 1674 | loss: 0.031202 | val_loss: 0.0312147 | Time: 2705.34 ms [2021-04-22 12:03:24 main:574] : INFO : Epoch 1675 | loss: 0.031208 | val_loss: 0.0312166 | Time: 2702.92 ms [2021-04-22 12:03:27 main:574] : INFO : Epoch 1676 | loss: 0.0312152 | val_loss: 0.0312217 | Time: 2701.85 ms [2021-04-22 12:03:29 main:574] : INFO : Epoch 1677 | loss: 0.0312173 | val_loss: 0.0312224 | Time: 2699.45 ms [2021-04-22 12:03:32 main:574] : INFO : Epoch 1678 | loss: 0.0312131 | val_loss: 0.0312166 | Time: 2701.56 ms [2021-04-22 12:03:35 main:574] : INFO : Epoch 1679 | loss: 0.0312102 | val_loss: 0.0312143 | Time: 2700.12 ms [2021-04-22 12:03:37 main:574] : INFO : Epoch 1680 | loss: 0.031208 | val_loss: 0.0312128 | Time: 2701.12 ms [2021-04-22 12:03:40 main:574] : INFO : Epoch 1681 | loss: 0.0312043 | val_loss: 0.0312049 | Time: 2704.89 ms [2021-04-22 12:03:43 main:574] : INFO : Epoch 1682 | loss: 0.031201 | val_loss: 0.0312032 | Time: 2705.53 ms [2021-04-22 12:03:46 main:574] : INFO : Epoch 1683 | loss: 0.0311987 | val_loss: 0.0312021 | Time: 2700.03 ms [2021-04-22 12:03:48 main:574] : INFO : Epoch 1684 | loss: 0.0311979 | val_loss: 0.0312025 | Time: 2700.03 ms [2021-04-22 12:03:51 main:574] : INFO : Epoch 1685 | loss: 0.0311962 | val_loss: 0.0312 | Time: 2698.75 ms [2021-04-22 12:03:54 main:574] : INFO : Epoch 1686 | loss: 0.0311967 | val_loss: 0.0312009 | Time: 2702.07 ms [2021-04-22 12:03:57 main:574] : INFO : Epoch 1687 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 2701.54 ms [2021-04-22 12:03:59 main:574] : INFO : Epoch 1688 | loss: 0.0311961 | val_loss: 0.0311992 | Time: 2705.36 ms [2021-04-22 12:04:02 main:574] : INFO : Epoch 1689 | loss: 0.0311943 | val_loss: 0.0312055 | Time: 2705.11 ms [2021-04-22 12:04:05 main:574] : INFO : Epoch 1690 | loss: 0.0311964 | val_loss: 0.0311977 | Time: 2700.49 ms [2021-04-22 12:04:07 main:574] : INFO : Epoch 1691 | loss: 0.0311901 | val_loss: 0.0311982 | Time: 2701.96 ms [2021-04-22 12:04:10 main:574] : INFO : Epoch 1692 | loss: 0.0311896 | val_loss: 0.0311972 | Time: 2700.61 ms [2021-04-22 12:04:13 main:574] : INFO : Epoch 1693 | loss: 0.0311885 | val_loss: 0.0311965 | Time: 2702.27 ms [2021-04-22 12:04:16 main:574] : INFO : Epoch 1694 | loss: 0.0311895 | val_loss: 0.0311976 | Time: 2701.41 ms [2021-04-22 12:04:18 main:574] : INFO : Epoch 1695 | loss: 0.0311953 | val_loss: 0.0312031 | Time: 2704.38 ms [2021-04-22 12:04:21 main:574] : INFO : Epoch 1696 | loss: 0.0311909 | val_loss: 0.0311952 | Time: 2704.95 ms [2021-04-22 12:04:24 main:574] : INFO : Epoch 1697 | loss: 0.0311869 | val_loss: 0.0311965 | Time: 2701.73 ms [2021-04-22 12:04:26 main:574] : INFO : Epoch 1698 | loss: 0.0311861 | val_loss: 0.031189 | Time: 2699.47 ms [2021-04-22 12:04:29 main:574] : INFO : Epoch 1699 | loss: 0.0311822 | val_loss: 0.0311882 | Time: 2699.97 ms [2021-04-22 12:04:32 main:574] : INFO : Epoch 1700 | loss: 0.0311807 | val_loss: 0.0311883 | Time: 2700.16 ms [2021-04-22 12:04:35 main:574] : INFO : Epoch 1701 | loss: 0.03118 | val_loss: 0.0311866 | Time: 2700.8 ms [2021-04-22 12:04:37 main:574] : INFO : Epoch 1702 | loss: 0.0311803 | val_loss: 0.0311856 | Time: 2703.43 ms [2021-04-22 12:04:40 main:574] : INFO : Epoch 1703 | loss: 0.0311805 | val_loss: 0.0311897 | Time: 2702.04 ms [2021-04-22 12:04:43 main:574] : INFO : Epoch 1704 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 2705 ms [2021-04-22 12:04:46 main:574] : INFO : Epoch 1705 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 2698.11 ms [2021-04-22 12:04:48 main:574] : INFO : Epoch 1706 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 2701.15 ms [2021-04-22 12:04:51 main:574] : INFO : Epoch 1707 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 2698.48 ms [2021-04-22 12:04:54 main:574] : INFO : Epoch 1708 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 2700.42 ms [2021-04-22 12:04:56 main:574] : INFO : Epoch 1709 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 2702.03 ms [2021-04-22 12:04:59 main:574] : INFO : Epoch 1710 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 2703.07 ms [2021-04-22 12:05:02 main:574] : INFO : Epoch 1711 | loss: 0.0311764 | val_loss: 0.0311877 | Time: 2700.55 ms [2021-04-22 12:05:05 main:574] : INFO : Epoch 1712 | loss: 0.0311765 | val_loss: 0.031182 | Time: 2699.96 ms [2021-04-22 12:05:07 main:574] : INFO : Epoch 1713 | loss: 0.0311755 | val_loss: 0.0311836 | Time: 2701.33 ms [2021-04-22 12:05:10 main:574] : INFO : Epoch 1714 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2700.4 ms [2021-04-22 12:05:13 main:574] : INFO : Epoch 1715 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 2701.81 ms [2021-04-22 12:05:15 main:574] : INFO : Epoch 1716 | loss: 0.0311757 | val_loss: 0.0311852 | Time: 2702.59 ms [2021-04-22 12:05:18 main:574] : INFO : Epoch 1717 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 2704.03 ms [2021-04-22 12:05:21 main:574] : INFO : Epoch 1718 | loss: 0.0311726 | val_loss: 0.031187 | Time: 2699.4 ms [2021-04-22 12:05:24 main:574] : INFO : Epoch 1719 | loss: 0.0311713 | val_loss: 0.0311829 | Time: 2698.02 ms [2021-04-22 12:05:26 main:574] : INFO : Epoch 1720 | loss: 0.0311736 | val_loss: 0.0311851 | Time: 2700.54 ms [2021-04-22 12:05:29 main:574] : INFO : Epoch 1721 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 2699.16 ms [2021-04-22 12:05:32 main:574] : INFO : Epoch 1722 | loss: 0.03117 | val_loss: 0.0311832 | Time: 2701.83 ms [2021-04-22 12:05:35 main:574] : INFO : Epoch 1723 | loss: 0.0311709 | val_loss: 0.0311837 | Time: 2702.28 ms [2021-04-22 12:05:37 main:574] : INFO : Epoch 1724 | loss: 0.0311706 | val_loss: 0.0311815 | Time: 2703.61 ms [2021-04-22 12:05:40 main:574] : INFO : Epoch 1725 | loss: 0.0311709 | val_loss: 0.0311826 | Time: 2707.45 ms [2021-04-22 12:05:43 main:574] : INFO : Epoch 1726 | loss: 0.0311705 | val_loss: 0.0311842 | Time: 2702.36 ms [2021-04-22 12:05:45 main:574] : INFO : Epoch 1727 | loss: 0.0311773 | val_loss: 0.0311866 | Time: 2699.78 ms [2021-04-22 12:05:48 main:574] : INFO : Epoch 1728 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 2702.1 ms [2021-04-22 12:05:51 main:574] : INFO : Epoch 1729 | loss: 0.03118 | val_loss: 0.0311889 | Time: 2692.7 ms [2021-04-22 12:05:54 main:574] : INFO : Epoch 1730 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 2693.84 ms [2021-04-22 12:05:56 main:574] : INFO : Epoch 1731 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 2693.4 ms [2021-04-22 12:05:59 main:574] : INFO : Epoch 1732 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 2693.21 ms [2021-04-22 12:06:02 main:574] : INFO : Epoch 1733 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 2691.93 ms [2021-04-22 12:06:04 main:574] : INFO : Epoch 1734 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 2691.7 ms [2021-04-22 12:06:07 main:574] : INFO : Epoch 1735 | loss: 0.0311786 | val_loss: 0.0311818 | Time: 2697.21 ms [2021-04-22 12:06:10 main:574] : INFO : Epoch 1736 | loss: 0.0311762 | val_loss: 0.0311848 | Time: 2693.25 ms [2021-04-22 12:06:13 main:574] : INFO : Epoch 1737 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 2694.07 ms [2021-04-22 12:06:15 main:574] : INFO : Epoch 1738 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 2700.39 ms [2021-04-22 12:06:18 main:574] : INFO : Epoch 1739 | loss: 0.0311749 | val_loss: 0.031183 | Time: 2702.68 ms [2021-04-22 12:06:21 main:574] : INFO : Epoch 1740 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 2697.89 ms [2021-04-22 12:06:23 main:574] : INFO : Epoch 1741 | loss: 0.0311792 | val_loss: 0.0311848 | Time: 2697.64 ms [2021-04-22 12:06:26 main:574] : INFO : Epoch 1742 | loss: 0.0311825 | val_loss: 0.031184 | Time: 2701.71 ms [2021-04-22 12:06:29 main:574] : INFO : Epoch 1743 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 2702.3 ms [2021-04-22 12:06:32 main:574] : INFO : Epoch 1744 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 2699.96 ms [2021-04-22 12:06:34 main:574] : INFO : Epoch 1745 | loss: 0.0311794 | val_loss: 0.0311874 | Time: 2698.32 ms [2021-04-22 12:06:37 main:574] : INFO : Epoch 1746 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 2699.74 ms [2021-04-22 12:06:40 main:574] : INFO : Epoch 1747 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 2696.52 ms [2021-04-22 12:06:42 main:574] : INFO : Epoch 1748 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 2698.77 ms [2021-04-22 12:06:45 main:574] : INFO : Epoch 1749 | loss: 0.0311744 | val_loss: 0.031187 | Time: 2701.71 ms [2021-04-22 12:06:48 main:574] : INFO : Epoch 1750 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 2701.73 ms [2021-04-22 12:06:51 main:574] : INFO : Epoch 1751 | loss: 0.0311728 | val_loss: 0.031191 | Time: 2700.14 ms [2021-04-22 12:06:53 main:574] : INFO : Epoch 1752 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 2697.99 ms [2021-04-22 12:06:56 main:574] : INFO : Epoch 1753 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 2698.18 ms [2021-04-22 12:06:59 main:574] : INFO : Epoch 1754 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 2697.34 ms [2021-04-22 12:07:02 main:574] : INFO : Epoch 1755 | loss: 0.031172 | val_loss: 0.0311876 | Time: 2714.26 ms [2021-04-22 12:07:04 main:574] : INFO : Epoch 1756 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 2701.65 ms [2021-04-22 12:07:07 main:574] : INFO : Epoch 1757 | loss: 0.0311714 | val_loss: 0.0311828 | Time: 2698.71 ms [2021-04-22 12:07:10 main:574] : INFO : Epoch 1758 | loss: 0.0311705 | val_loss: 0.0311839 | Time: 2694.42 ms [2021-04-22 12:07:12 main:574] : INFO : Epoch 1759 | loss: 0.0311705 | val_loss: 0.0311846 | Time: 2693.37 ms [2021-04-22 12:07:15 main:574] : INFO : Epoch 1760 | loss: 0.0311693 | val_loss: 0.031183 | Time: 2695.37 ms [2021-04-22 12:07:18 main:574] : INFO : Epoch 1761 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 2696.89 ms [2021-04-22 12:07:21 main:574] : INFO : Epoch 1762 | loss: 0.0311689 | val_loss: 0.031184 | Time: 2695.37 ms [2021-04-22 12:07:23 main:574] : INFO : Epoch 1763 | loss: 0.0311737 | val_loss: 0.0311862 | Time: 2696.01 ms [2021-04-22 12:07:26 main:574] : INFO : Epoch 1764 | loss: 0.0311932 | val_loss: 0.0312042 | Time: 2697.42 ms [2021-04-22 12:07:29 main:574] : INFO : Epoch 1765 | loss: 0.0311973 | val_loss: 0.0311977 | Time: 2700.13 ms [2021-04-22 12:07:31 main:574] : INFO : Epoch 1766 | loss: 0.0311935 | val_loss: 0.0311969 | Time: 2692.61 ms [2021-04-22 12:07:34 main:574] : INFO : Epoch 1767 | loss: 0.0311908 | val_loss: 0.0311973 | Time: 2703.38 ms [2021-04-22 12:07:37 main:574] : INFO : Epoch 1768 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 2695.42 ms [2021-04-22 12:07:40 main:574] : INFO : Epoch 1769 | loss: 0.0311871 | val_loss: 0.0311966 | Time: 2694.29 ms [2021-04-22 12:07:42 main:574] : INFO : Epoch 1770 | loss: 0.031186 | val_loss: 0.0311946 | Time: 2696.49 ms [2021-04-22 12:07:45 main:574] : INFO : Epoch 1771 | loss: 0.0311855 | val_loss: 0.0311927 | Time: 2696.9 ms [2021-04-22 12:07:48 main:574] : INFO : Epoch 1772 | loss: 0.0311853 | val_loss: 0.0311952 | Time: 2695.67 ms [2021-04-22 12:07:50 main:574] : INFO : Epoch 1773 | loss: 0.0311841 | val_loss: 0.0311974 | Time: 2698.64 ms [2021-04-22 12:07:53 main:574] : INFO : Epoch 1774 | loss: 0.0311842 | val_loss: 0.0311905 | Time: 2695.25 ms [2021-04-22 12:07:56 main:574] : INFO : Epoch 1775 | loss: 0.0311839 | val_loss: 0.031193 | Time: 2693.85 ms [2021-04-22 12:07:59 main:574] : INFO : Epoch 1776 | loss: 0.0311808 | val_loss: 0.0311917 | Time: 2695.47 ms [2021-04-22 12:08:01 main:574] : INFO : Epoch 1777 | loss: 0.0311816 | val_loss: 0.0311913 | Time: 2700.14 ms [2021-04-22 12:08:04 main:574] : INFO : Epoch 1778 | loss: 0.0311817 | val_loss: 0.0311912 | Time: 2695.64 ms [2021-04-22 12:08:07 main:574] : INFO : Epoch 1779 | loss: 0.0311797 | val_loss: 0.0311914 | Time: 2694.93 ms [2021-04-22 12:08:09 main:574] : INFO : Epoch 1780 | loss: 0.0311795 | val_loss: 0.0311915 | Time: 2693.91 ms [2021-04-22 12:08:12 main:574] : INFO : Epoch 1781 | loss: 0.0311789 | val_loss: 0.0311923 | Time: 2696.54 ms [2021-04-22 12:08:15 main:574] : INFO : Epoch 1782 | loss: 0.0311792 | val_loss: 0.0311906 | Time: 2697 ms [2021-04-22 12:08:18 main:574] : INFO : Epoch 1783 | loss: 0.0311797 | val_loss: 0.0311911 | Time: 2694.65 ms [2021-04-22 12:08:20 main:574] : INFO : Epoch 1784 | loss: 0.0311798 | val_loss: 0.0311914 | Time: 2695.14 ms [2021-04-22 12:08:23 main:574] : INFO : Epoch 1785 | loss: 0.0311793 | val_loss: 0.0311947 | Time: 2698.28 ms [2021-04-22 12:08:26 main:574] : INFO : Epoch 1786 | loss: 0.0311791 | val_loss: 0.0311926 | Time: 2696.44 ms [2021-04-22 12:08:28 main:574] : INFO : Epoch 1787 | loss: 0.0311796 | val_loss: 0.0311929 | Time: 2693.26 ms [2021-04-22 12:08:31 main:574] : INFO : Epoch 1788 | loss: 0.0311787 | val_loss: 0.031193 | Time: 2696.4 ms [2021-04-22 12:08:34 main:574] : INFO : Epoch 1789 | loss: 0.0311779 | val_loss: 0.0311901 | Time: 2696.6 ms [2021-04-22 12:08:37 main:574] : INFO : Epoch 1790 | loss: 0.0311789 | val_loss: 0.03119 | Time: 2692.41 ms [2021-04-22 12:08:39 main:574] : INFO : Epoch 1791 | loss: 0.0311779 | val_loss: 0.0311893 | Time: 2697.31 ms [2021-04-22 12:08:42 main:574] : INFO : Epoch 1792 | loss: 0.0311766 | val_loss: 0.0311878 | Time: 2696.94 ms [2021-04-22 12:08:45 main:574] : INFO : Epoch 1793 | loss: 0.0311768 | val_loss: 0.0311909 | Time: 2693.42 ms [2021-04-22 12:08:47 main:574] : INFO : Epoch 1794 | loss: 0.0311767 | val_loss: 0.0311892 | Time: 2694.89 ms [2021-04-22 12:08:50 main:574] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311914 | Time: 2695.96 ms [2021-04-22 12:08:53 main:574] : INFO : Epoch 1796 | loss: 0.0311861 | val_loss: 0.0312081 | Time: 2698.59 ms [2021-04-22 12:08:56 main:574] : INFO : Epoch 1797 | loss: 0.0325145 | val_loss: 0.0429367 | Time: 2693.46 ms [2021-04-22 12:08:58 main:574] : INFO : Epoch 1798 | loss: 0.0341994 | val_loss: 0.0323406 | Time: 2697.77 ms [2021-04-22 12:09:01 main:574] : INFO : Epoch 1799 | loss: 0.0318662 | val_loss: 0.0313931 | Time: 2696.43 ms [2021-04-22 12:09:04 main:574] : INFO : Epoch 1800 | loss: 0.0312784 | val_loss: 0.0312278 | Time: 2696.75 ms [2021-04-22 12:09:06 main:574] : INFO : Epoch 1801 | loss: 0.0312101 | val_loss: 0.0312068 | Time: 2694.31 ms [2021-04-22 12:09:09 main:574] : INFO : Epoch 1802 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 2694.4 ms [2021-04-22 12:09:12 main:574] : INFO : Epoch 1803 | loss: 0.0311908 | val_loss: 0.0311951 | Time: 2697.03 ms [2021-04-22 12:09:15 main:574] : INFO : Epoch 1804 | loss: 0.0311844 | val_loss: 0.0311922 | Time: 2693.55 ms [2021-04-22 12:09:17 main:574] : INFO : Epoch 1805 | loss: 0.0311816 | val_loss: 0.0311914 | Time: 2696.02 ms [2021-04-22 12:09:20 main:574] : INFO : Epoch 1806 | loss: 0.031179 | val_loss: 0.031191 | Time: 2696.89 ms [2021-04-22 12:09:23 main:574] : INFO : Epoch 1807 | loss: 0.0311783 | val_loss: 0.0311924 | Time: 2699.84 ms [2021-04-22 12:09:25 main:574] : INFO : Epoch 1808 | loss: 0.0311778 | val_loss: 0.0311912 | Time: 2694.92 ms [2021-04-22 12:09:28 main:574] : INFO : Epoch 1809 | loss: 0.0311769 | val_loss: 0.031189 | Time: 2694.93 ms [2021-04-22 12:09:31 main:574] : INFO : Epoch 1810 | loss: 0.0311768 | val_loss: 0.03119 | Time: 2696.37 ms [2021-04-22 12:09:34 main:574] : INFO : Epoch 1811 | loss: 0.0311757 | val_loss: 0.0311903 | Time: 2694.35 ms [2021-04-22 12:09:36 main:574] : INFO : Epoch 1812 | loss: 0.0311754 | val_loss: 0.0311904 | Time: 2695.53 ms [2021-04-22 12:09:39 main:574] : INFO : Epoch 1813 | loss: 0.0311756 | val_loss: 0.0311907 | Time: 2699.17 ms [2021-04-22 12:09:42 main:574] : INFO : Epoch 1814 | loss: 0.0311748 | val_loss: 0.0311893 | Time: 2694.39 ms [2021-04-22 12:09:44 main:574] : INFO : Epoch 1815 | loss: 0.0311742 | val_loss: 0.0311892 | Time: 2698.87 ms [2021-04-22 12:09:47 main:574] : INFO : Epoch 1816 | loss: 0.0311742 | val_loss: 0.0311909 | Time: 2694.78 ms [2021-04-22 12:09:50 main:574] : INFO : Epoch 1817 | loss: 0.031174 | val_loss: 0.0311888 | Time: 2697.79 ms [2021-04-22 12:09:53 main:574] : INFO : Epoch 1818 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 2704.4 ms [2021-04-22 12:09:55 main:574] : INFO : Epoch 1819 | loss: 0.0311742 | val_loss: 0.0311895 | Time: 2704.8 ms [2021-04-22 12:09:58 main:574] : INFO : Epoch 1820 | loss: 0.0311745 | val_loss: 0.0311892 | Time: 2702.91 ms [2021-04-22 12:10:01 main:574] : INFO : Epoch 1821 | loss: 0.0311757 | val_loss: 0.0311894 | Time: 2699.54 ms [2021-04-22 12:10:04 main:574] : INFO : Epoch 1822 | loss: 0.0311765 | val_loss: 0.0311893 | Time: 2702.54 ms [2021-04-22 12:10:06 main:574] : INFO : Epoch 1823 | loss: 0.0311818 | val_loss: 0.0311883 | Time: 2703.22 ms [2021-04-22 12:10:09 main:574] : INFO : Epoch 1824 | loss: 0.0311808 | val_loss: 0.0311899 | Time: 2702.29 ms [2021-04-22 12:10:12 main:574] : INFO : Epoch 1825 | loss: 0.0311793 | val_loss: 0.031189 | Time: 2705.72 ms [2021-04-22 12:10:14 main:574] : INFO : Epoch 1826 | loss: 0.0311788 | val_loss: 0.0311882 | Time: 2706.15 ms [2021-04-22 12:10:17 main:574] : INFO : Epoch 1827 | loss: 0.0311776 | val_loss: 0.0311912 | Time: 2703.6 ms [2021-04-22 12:10:20 main:574] : INFO : Epoch 1828 | loss: 0.0311769 | val_loss: 0.0311868 | Time: 2701.98 ms [2021-04-22 12:10:23 main:574] : INFO : Epoch 1829 | loss: 0.031176 | val_loss: 0.0311864 | Time: 2703.91 ms [2021-04-22 12:10:25 main:574] : INFO : Epoch 1830 | loss: 0.0311751 | val_loss: 0.0311866 | Time: 2702.25 ms [2021-04-22 12:10:28 main:574] : INFO : Epoch 1831 | loss: 0.0311742 | val_loss: 0.0311869 | Time: 2701.99 ms [2021-04-22 12:10:31 main:574] : INFO : Epoch 1832 | loss: 0.0311737 | val_loss: 0.0311847 | Time: 2707.7 ms [2021-04-22 12:10:34 main:574] : INFO : Epoch 1833 | loss: 0.0311726 | val_loss: 0.0311856 | Time: 2705.82 ms [2021-04-22 12:10:36 main:574] : INFO : Epoch 1834 | loss: 0.0311726 | val_loss: 0.0311852 | Time: 2704.29 ms [2021-04-22 12:10:39 main:574] : INFO : Epoch 1835 | loss: 0.031172 | val_loss: 0.0311883 | Time: 2702.59 ms [2021-04-22 12:10:42 main:574] : INFO : Epoch 1836 | loss: 0.0311722 | val_loss: 0.0311845 | Time: 2705.1 ms [2021-04-22 12:10:44 main:574] : INFO : Epoch 1837 | loss: 0.0311742 | val_loss: 0.0311876 | Time: 2704.17 ms [2021-04-22 12:10:47 main:574] : INFO : Epoch 1838 | loss: 0.0311733 | val_loss: 0.0311874 | Time: 2701.6 ms [2021-04-22 12:10:50 main:574] : INFO : Epoch 1839 | loss: 0.0311717 | val_loss: 0.0311879 | Time: 2706.42 ms [2021-04-22 12:10:53 main:574] : INFO : Epoch 1840 | loss: 0.0311701 | val_loss: 0.0311849 | Time: 2706.35 ms [2021-04-22 12:10:55 main:574] : INFO : Epoch 1841 | loss: 0.0311702 | val_loss: 0.0311847 | Time: 2705.14 ms [2021-04-22 12:10:58 main:574] : INFO : Epoch 1842 | loss: 0.0311713 | val_loss: 0.0311857 | Time: 2702.88 ms [2021-04-22 12:11:01 main:574] : INFO : Epoch 1843 | loss: 0.0311706 | val_loss: 0.0311849 | Time: 2704.96 ms [2021-04-22 12:11:03 main:574] : INFO : Epoch 1844 | loss: 0.0311697 | val_loss: 0.0311861 | Time: 2706.89 ms [2021-04-22 12:11:06 main:574] : INFO : Epoch 1845 | loss: 0.0311705 | val_loss: 0.0311876 | Time: 2701.32 ms [2021-04-22 12:11:09 main:574] : INFO : Epoch 1846 | loss: 0.031169 | val_loss: 0.0311893 | Time: 2704.89 ms [2021-04-22 12:11:12 main:574] : INFO : Epoch 1847 | loss: 0.0311681 | val_loss: 0.031187 | Time: 2703.91 ms [2021-04-22 12:11:14 main:574] : INFO : Epoch 1848 | loss: 0.0311682 | val_loss: 0.0311858 | Time: 2705.76 ms [2021-04-22 12:11:17 main:574] : INFO : Epoch 1849 | loss: 0.031168 | val_loss: 0.0311854 | Time: 2701.99 ms [2021-04-22 12:11:20 main:574] : INFO : Epoch 1850 | loss: 0.0311668 | val_loss: 0.0311864 | Time: 2695.72 ms [2021-04-22 12:11:23 main:574] : INFO : Epoch 1851 | loss: 0.0311671 | val_loss: 0.031186 | Time: 2694.76 ms [2021-04-22 12:11:25 main:574] : INFO : Epoch 1852 | loss: 0.0311687 | val_loss: 0.0311845 | Time: 2693.98 ms [2021-04-22 12:11:28 main:574] : INFO : Epoch 1853 | loss: 0.0311685 | val_loss: 0.0311853 | Time: 2697.6 ms [2021-04-22 12:11:31 main:574] : INFO : Epoch 1854 | loss: 0.0311672 | val_loss: 0.0311838 | Time: 2695.51 ms [2021-04-22 12:11:33 main:574] : INFO : Epoch 1855 | loss: 0.0311666 | val_loss: 0.0311841 | Time: 2696.18 ms [2021-04-22 12:11:36 main:574] : INFO : Epoch 1856 | loss: 0.0311671 | val_loss: 0.0311844 | Time: 2693.2 ms [2021-04-22 12:11:39 main:574] : INFO : Epoch 1857 | loss: 0.031166 | val_loss: 0.0311835 | Time: 2697.56 ms [2021-04-22 12:11:42 main:574] : INFO : Epoch 1858 | loss: 0.0311657 | val_loss: 0.031182 | Time: 2697.1 ms [2021-04-22 12:11:44 main:574] : INFO : Epoch 1859 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 2694.45 ms [2021-04-22 12:11:47 main:574] : INFO : Epoch 1860 | loss: 0.031165 | val_loss: 0.0311844 | Time: 2699.12 ms [2021-04-22 12:11:50 main:574] : INFO : Epoch 1861 | loss: 0.0311659 | val_loss: 0.0311835 | Time: 2696.61 ms [2021-04-22 12:11:52 main:574] : INFO : Epoch 1862 | loss: 0.0311656 | val_loss: 0.0311832 | Time: 2696.65 ms [2021-04-22 12:11:55 main:574] : INFO : Epoch 1863 | loss: 0.031165 | val_loss: 0.0311853 | Time: 2694.9 ms [2021-04-22 12:11:58 main:574] : INFO : Epoch 1864 | loss: 0.0311639 | val_loss: 0.0311827 | Time: 2695.24 ms [2021-04-22 12:12:01 main:574] : INFO : Epoch 1865 | loss: 0.0311635 | val_loss: 0.0311838 | Time: 2693.46 ms [2021-04-22 12:12:03 main:574] : INFO : Epoch 1866 | loss: 0.0311661 | val_loss: 0.0311836 | Time: 2693.25 ms [2021-04-22 12:12:06 main:574] : INFO : Epoch 1867 | loss: 0.0311647 | val_loss: 0.0311828 | Time: 2698.27 ms [2021-04-22 12:12:09 main:574] : INFO : Epoch 1868 | loss: 0.031164 | val_loss: 0.0311841 | Time: 2693.67 ms [2021-04-22 12:12:11 main:574] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311834 | Time: 2696.07 ms [2021-04-22 12:12:14 main:574] : INFO : Epoch 1870 | loss: 0.0311641 | val_loss: 0.0311846 | Time: 2693.83 ms [2021-04-22 12:12:17 main:574] : INFO : Epoch 1871 | loss: 0.0311669 | val_loss: 0.0311838 | Time: 2696.9 ms [2021-04-22 12:12:20 main:574] : INFO : Epoch 1872 | loss: 0.0311688 | val_loss: 0.0311843 | Time: 2695.59 ms [2021-04-22 12:12:22 main:574] : INFO : Epoch 1873 | loss: 0.0311658 | val_loss: 0.0311821 | Time: 2695.11 ms [2021-04-22 12:12:25 main:574] : INFO : Epoch 1874 | loss: 0.0311653 | val_loss: 0.0311826 | Time: 2697.93 ms [2021-04-22 12:12:28 main:574] : INFO : Epoch 1875 | loss: 0.0311657 | val_loss: 0.0311856 | Time: 2694.53 ms [2021-04-22 12:12:31 main:574] : INFO : Epoch 1876 | loss: 0.0311646 | val_loss: 0.0311836 | Time: 2705.6 ms [2021-04-22 12:12:33 main:574] : INFO : Epoch 1877 | loss: 0.0311638 | val_loss: 0.0311823 | Time: 2695.04 ms [2021-04-22 12:12:36 main:574] : INFO : Epoch 1878 | loss: 0.0311629 | val_loss: 0.0311857 | Time: 2696.58 ms [2021-04-22 12:12:39 main:574] : INFO : Epoch 1879 | loss: 0.0311643 | val_loss: 0.0311843 | Time: 2702.55 ms [2021-04-22 12:12:41 main:574] : INFO : Epoch 1880 | loss: 0.0311651 | val_loss: 0.0311846 | Time: 2692.88 ms [2021-04-22 12:12:44 main:574] : INFO : Epoch 1881 | loss: 0.0311642 | val_loss: 0.031186 | Time: 2698.5 ms [2021-04-22 12:12:47 main:574] : INFO : Epoch 1882 | loss: 0.0311653 | val_loss: 0.0311823 | Time: 2695.63 ms [2021-04-22 12:12:50 main:574] : INFO : Epoch 1883 | loss: 0.0311624 | val_loss: 0.0311833 | Time: 2696.41 ms [2021-04-22 12:12:52 main:574] : INFO : Epoch 1884 | loss: 0.0311621 | val_loss: 0.0311846 | Time: 2694.89 ms [2021-04-22 12:12:55 main:574] : INFO : Epoch 1885 | loss: 0.0311624 | val_loss: 0.0311825 | Time: 2694.84 ms [2021-04-22 12:12:58 main:574] : INFO : Epoch 1886 | loss: 0.0311652 | val_loss: 0.0311876 | Time: 2713.45 ms [2021-04-22 12:13:00 main:574] : INFO : Epoch 1887 | loss: 0.0311646 | val_loss: 0.031186 | Time: 2694.88 ms [2021-04-22 12:13:03 main:574] : INFO : Epoch 1888 | loss: 0.0311668 | val_loss: 0.0311833 | Time: 2697.99 ms [2021-04-22 12:13:06 main:574] : INFO : Epoch 1889 | loss: 0.031165 | val_loss: 0.0311798 | Time: 2694.58 ms [2021-04-22 12:13:09 main:574] : INFO : Epoch 1890 | loss: 0.0311643 | val_loss: 0.0311829 | Time: 2696.08 ms [2021-04-22 12:13:11 main:574] : INFO : Epoch 1891 | loss: 0.0311636 | val_loss: 0.0311837 | Time: 2694.36 ms [2021-04-22 12:13:14 main:574] : INFO : Epoch 1892 | loss: 0.0311622 | val_loss: 0.0311817 | Time: 2696.91 ms [2021-04-22 12:13:17 main:574] : INFO : Epoch 1893 | loss: 0.0311616 | val_loss: 0.031184 | Time: 2694.51 ms [2021-04-22 12:13:19 main:574] : INFO : Epoch 1894 | loss: 0.0311612 | val_loss: 0.0311813 | Time: 2694.29 ms [2021-04-22 12:13:22 main:574] : INFO : Epoch 1895 | loss: 0.0311603 | val_loss: 0.0311843 | Time: 2696.7 ms [2021-04-22 12:13:25 main:574] : INFO : Epoch 1896 | loss: 0.0311605 | val_loss: 0.0311823 | Time: 2694.99 ms [2021-04-22 12:13:28 main:574] : INFO : Epoch 1897 | loss: 0.0311626 | val_loss: 0.0311833 | Time: 2693.83 ms [2021-04-22 12:13:30 main:574] : INFO : Epoch 1898 | loss: 0.0311634 | val_loss: 0.0311854 | Time: 2693.18 ms [2021-04-22 12:13:33 main:574] : INFO : Epoch 1899 | loss: 0.0311625 | val_loss: 0.031185 | Time: 2696.1 ms [2021-04-22 12:13:36 main:574] : INFO : Epoch 1900 | loss: 0.0311619 | val_loss: 0.0311826 | Time: 2695.49 ms [2021-04-22 12:13:38 main:574] : INFO : Epoch 1901 | loss: 0.0311606 | val_loss: 0.0311836 | Time: 2695.35 ms [2021-04-22 12:13:41 main:574] : INFO : Epoch 1902 | loss: 0.0311639 | val_loss: 0.0311877 | Time: 2697.48 ms [2021-04-22 12:13:44 main:574] : INFO : Epoch 1903 | loss: 0.031167 | val_loss: 0.0311831 | Time: 2695.75 ms [2021-04-22 12:13:47 main:574] : INFO : Epoch 1904 | loss: 0.0311645 | val_loss: 0.0311817 | Time: 2695.63 ms [2021-04-22 12:13:49 main:574] : INFO : Epoch 1905 | loss: 0.0311624 | val_loss: 0.0311838 | Time: 2694.41 ms [2021-04-22 12:13:52 main:574] : INFO : Epoch 1906 | loss: 0.0311663 | val_loss: 0.0311809 | Time: 2696.71 ms [2021-04-22 12:13:55 main:574] : INFO : Epoch 1907 | loss: 0.0311662 | val_loss: 0.0311898 | Time: 2695.25 ms [2021-04-22 12:13:57 main:574] : INFO : Epoch 1908 | loss: 0.0311662 | val_loss: 0.0311843 | Time: 2694.25 ms [2021-04-22 12:14:00 main:574] : INFO : Epoch 1909 | loss: 0.0311659 | val_loss: 0.0311833 | Time: 2697.74 ms [2021-04-22 12:14:03 main:574] : INFO : Epoch 1910 | loss: 0.0311638 | val_loss: 0.0311835 | Time: 2693.44 ms [2021-04-22 12:14:06 main:574] : INFO : Epoch 1911 | loss: 0.0311636 | val_loss: 0.0311861 | Time: 2696.35 ms [2021-04-22 12:14:08 main:574] : INFO : Epoch 1912 | loss: 0.0311641 | val_loss: 0.0311848 | Time: 2693.42 ms [2021-04-22 12:14:11 main:574] : INFO : Epoch 1913 | loss: 0.0311625 | val_loss: 0.0311843 | Time: 2696.76 ms [2021-04-22 12:14:14 main:574] : INFO : Epoch 1914 | loss: 0.0311627 | val_loss: 0.031184 | Time: 2696.88 ms [2021-04-22 12:14:16 main:574] : INFO : Epoch 1915 | loss: 0.0311613 | val_loss: 0.0311828 | Time: 2691.75 ms [2021-04-22 12:14:19 main:574] : INFO : Epoch 1916 | loss: 0.0311601 | val_loss: 0.0311847 | Time: 2697.44 ms [2021-04-22 12:14:22 main:574] : INFO : Epoch 1917 | loss: 0.0311624 | val_loss: 0.0311864 | Time: 2694.9 ms [2021-04-22 12:14:25 main:574] : INFO : Epoch 1918 | loss: 0.0311637 | val_loss: 0.0311823 | Time: 2696.3 ms [2021-04-22 12:14:27 main:574] : INFO : Epoch 1919 | loss: 0.0311627 | val_loss: 0.0311841 | Time: 2692.61 ms [2021-04-22 12:14:30 main:574] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311829 | Time: 2697.95 ms [2021-04-22 12:14:33 main:574] : INFO : Epoch 1921 | loss: 0.0311664 | val_loss: 0.0311859 | Time: 2695.51 ms [2021-04-22 12:14:35 main:574] : INFO : Epoch 1922 | loss: 0.0311648 | val_loss: 0.0311895 | Time: 2693.3 ms [2021-04-22 12:14:38 main:574] : INFO : Epoch 1923 | loss: 0.0311643 | val_loss: 0.0311833 | Time: 2698.42 ms [2021-04-22 12:14:41 main:574] : INFO : Epoch 1924 | loss: 0.0311647 | val_loss: 0.0311876 | Time: 2696.66 ms [2021-04-22 12:14:44 main:574] : INFO : Epoch 1925 | loss: 0.0311633 | val_loss: 0.0311862 | Time: 2695.41 ms [2021-04-22 12:14:46 main:574] : INFO : Epoch 1926 | loss: 0.0311641 | val_loss: 0.0311885 | Time: 2692.91 ms [2021-04-22 12:14:49 main:574] : INFO : Epoch 1927 | loss: 0.0311622 | val_loss: 0.0311834 | Time: 2698.07 ms [2021-04-22 12:14:52 main:574] : INFO : Epoch 1928 | loss: 0.0311636 | val_loss: 0.0311894 | Time: 2701.03 ms [2021-04-22 12:14:54 main:574] : INFO : Epoch 1929 | loss: 0.0311678 | val_loss: 0.0311832 | Time: 2693.4 ms [2021-04-22 12:14:57 main:574] : INFO : Epoch 1930 | loss: 0.0311687 | val_loss: 0.0311867 | Time: 2697.41 ms [2021-04-22 12:15:00 main:574] : INFO : Epoch 1931 | loss: 0.0311686 | val_loss: 0.0311852 | Time: 2696.23 ms [2021-04-22 12:15:03 main:574] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.0311831 | Time: 2695.12 ms [2021-04-22 12:15:05 main:574] : INFO : Epoch 1933 | loss: 0.0311649 | val_loss: 0.0311861 | Time: 2695.32 ms [2021-04-22 12:15:08 main:574] : INFO : Epoch 1934 | loss: 0.0311665 | val_loss: 0.0311853 | Time: 2697.52 ms [2021-04-22 12:15:11 main:574] : INFO : Epoch 1935 | loss: 0.0311641 | val_loss: 0.0311859 | Time: 2696.39 ms [2021-04-22 12:15:13 main:574] : INFO : Epoch 1936 | loss: 0.0311656 | val_loss: 0.0311832 | Time: 2695.34 ms [2021-04-22 12:15:16 main:574] : INFO : Epoch 1937 | loss: 0.0311663 | val_loss: 0.0311841 | Time: 2700.24 ms [2021-04-22 12:15:19 main:574] : INFO : Epoch 1938 | loss: 0.0311718 | val_loss: 0.0311852 | Time: 2695.39 ms [2021-04-22 12:15:22 main:574] : INFO : Epoch 1939 | loss: 0.0311755 | val_loss: 0.0311884 | Time: 2695.41 ms [2021-04-22 12:15:24 main:574] : INFO : Epoch 1940 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 2695.13 ms [2021-04-22 12:15:27 main:574] : INFO : Epoch 1941 | loss: 0.031173 | val_loss: 0.0311825 | Time: 2697.76 ms [2021-04-22 12:15:30 main:574] : INFO : Epoch 1942 | loss: 0.0311708 | val_loss: 0.0311833 | Time: 2695.19 ms [2021-04-22 12:15:32 main:574] : INFO : Epoch 1943 | loss: 0.0311702 | val_loss: 0.0311835 | Time: 2694.96 ms [2021-04-22 12:15:35 main:574] : INFO : Epoch 1944 | loss: 0.03117 | val_loss: 0.0311831 | Time: 2698.48 ms [2021-04-22 12:15:38 main:574] : INFO : Epoch 1945 | loss: 0.0311688 | val_loss: 0.0311833 | Time: 2694.63 ms [2021-04-22 12:15:41 main:574] : INFO : Epoch 1946 | loss: 0.0311685 | val_loss: 0.0311852 | Time: 2696.14 ms [2021-04-22 12:15:43 main:574] : INFO : Epoch 1947 | loss: 0.0311874 | val_loss: 0.0311966 | Time: 2694.47 ms [2021-04-22 12:15:46 main:574] : INFO : Epoch 1948 | loss: 0.0311949 | val_loss: 0.031193 | Time: 2696.26 ms [2021-04-22 12:15:49 main:574] : INFO : Epoch 1949 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 2696.82 ms [2021-04-22 12:15:51 main:574] : INFO : Epoch 1950 | loss: 0.0311962 | val_loss: 0.0311906 | Time: 2693.28 ms [2021-04-22 12:15:54 main:574] : INFO : Epoch 1951 | loss: 0.0311901 | val_loss: 0.0311883 | Time: 2696.84 ms [2021-04-22 12:15:57 main:574] : INFO : Epoch 1952 | loss: 0.0311867 | val_loss: 0.0311869 | Time: 2695.06 ms [2021-04-22 12:16:00 main:574] : INFO : Epoch 1953 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 2697.32 ms [2021-04-22 12:16:02 main:574] : INFO : Epoch 1954 | loss: 0.031185 | val_loss: 0.0311851 | Time: 2694.85 ms [2021-04-22 12:16:05 main:574] : INFO : Epoch 1955 | loss: 0.0311833 | val_loss: 0.0311859 | Time: 2697.04 ms [2021-04-22 12:16:08 main:574] : INFO : Epoch 1956 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 2694.05 ms [2021-04-22 12:16:10 main:574] : INFO : Epoch 1957 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 2694.44 ms [2021-04-22 12:16:13 main:574] : INFO : Epoch 1958 | loss: 0.0311796 | val_loss: 0.0311884 | Time: 2697.17 ms [2021-04-22 12:16:16 main:574] : INFO : Epoch 1959 | loss: 0.0311816 | val_loss: 0.0311835 | Time: 2695.76 ms [2021-04-22 12:16:19 main:574] : INFO : Epoch 1960 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2693.92 ms [2021-04-22 12:16:21 main:574] : INFO : Epoch 1961 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 2695.91 ms [2021-04-22 12:16:24 main:574] : INFO : Epoch 1962 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 2697.01 ms [2021-04-22 12:16:27 main:574] : INFO : Epoch 1963 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 2704.66 ms [2021-04-22 12:16:30 main:574] : INFO : Epoch 1964 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 2695.19 ms [2021-04-22 12:16:32 main:574] : INFO : Epoch 1965 | loss: 0.0311816 | val_loss: 0.0311854 | Time: 2698.24 ms [2021-04-22 12:16:35 main:574] : INFO : Epoch 1966 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 2695.54 ms [2021-04-22 12:16:38 main:574] : INFO : Epoch 1967 | loss: 0.0311947 | val_loss: 0.0312028 | Time: 2696.89 ms [2021-04-22 12:16:40 main:574] : INFO : Epoch 1968 | loss: 0.0312086 | val_loss: 0.0312078 | Time: 2696.44 ms [2021-04-22 12:16:43 main:574] : INFO : Epoch 1969 | loss: 0.0312072 | val_loss: 0.0312101 | Time: 2696.33 ms [2021-04-22 12:16:46 main:574] : INFO : Epoch 1970 | loss: 0.0312051 | val_loss: 0.031204 | Time: 2697.24 ms [2021-04-22 12:16:49 main:574] : INFO : Epoch 1971 | loss: 0.0312021 | val_loss: 0.0312029 | Time: 2693.52 ms [2021-04-22 12:16:51 main:574] : INFO : Epoch 1972 | loss: 0.0311992 | val_loss: 0.0312004 | Time: 2698.4 ms [2021-04-22 12:16:54 main:574] : INFO : Epoch 1973 | loss: 0.0311965 | val_loss: 0.0311992 | Time: 2694.11 ms [2021-04-22 12:16:57 main:574] : INFO : Epoch 1974 | loss: 0.0311953 | val_loss: 0.0311967 | Time: 2694.41 ms [2021-04-22 12:16:59 main:574] : INFO : Epoch 1975 | loss: 0.0311947 | val_loss: 0.0311966 | Time: 2695.34 ms [2021-04-22 12:17:02 main:574] : INFO : Epoch 1976 | loss: 0.0311934 | val_loss: 0.0311958 | Time: 2697.32 ms [2021-04-22 12:17:05 main:574] : INFO : Epoch 1977 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 2696.4 ms [2021-04-22 12:17:08 main:574] : INFO : Epoch 1978 | loss: 0.0311919 | val_loss: 0.0311948 | Time: 2691.36 ms [2021-04-22 12:17:10 main:574] : INFO : Epoch 1979 | loss: 0.031192 | val_loss: 0.0311962 | Time: 2697.61 ms [2021-04-22 12:17:13 main:574] : INFO : Epoch 1980 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 2694.75 ms [2021-04-22 12:17:16 main:574] : INFO : Epoch 1981 | loss: 0.0311912 | val_loss: 0.031195 | Time: 2695.62 ms [2021-04-22 12:17:18 main:574] : INFO : Epoch 1982 | loss: 0.0311911 | val_loss: 0.0311968 | Time: 2694.44 ms [2021-04-22 12:17:21 main:574] : INFO : Epoch 1983 | loss: 0.0311912 | val_loss: 0.0311968 | Time: 2695.28 ms [2021-04-22 12:17:24 main:574] : INFO : Epoch 1984 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 2695.27 ms [2021-04-22 12:17:27 main:574] : INFO : Epoch 1985 | loss: 0.0311913 | val_loss: 0.0311961 | Time: 2694.2 ms [2021-04-22 12:17:29 main:574] : INFO : Epoch 1986 | loss: 0.0311902 | val_loss: 0.0311937 | Time: 2695.27 ms [2021-04-22 12:17:32 main:574] : INFO : Epoch 1987 | loss: 0.0311895 | val_loss: 0.031195 | Time: 2691.45 ms [2021-04-22 12:17:35 main:574] : INFO : Epoch 1988 | loss: 0.0311894 | val_loss: 0.0311955 | Time: 2696.57 ms [2021-04-22 12:17:37 main:574] : INFO : Epoch 1989 | loss: 0.0311887 | val_loss: 0.031194 | Time: 2694.05 ms [2021-04-22 12:17:40 main:574] : INFO : Epoch 1990 | loss: 0.0311885 | val_loss: 0.0311947 | Time: 2695.11 ms [2021-04-22 12:17:43 main:574] : INFO : Epoch 1991 | loss: 0.0311886 | val_loss: 0.0311958 | Time: 2691.93 ms [2021-04-22 12:17:46 main:574] : INFO : Epoch 1992 | loss: 0.0311899 | val_loss: 0.031194 | Time: 2695.43 ms [2021-04-22 12:17:48 main:574] : INFO : Epoch 1993 | loss: 0.0311886 | val_loss: 0.0311934 | Time: 2691.51 ms [2021-04-22 12:17:51 main:574] : INFO : Epoch 1994 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 2694.18 ms [2021-04-22 12:17:54 main:574] : INFO : Epoch 1995 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 2692.78 ms [2021-04-22 12:17:56 main:574] : INFO : Epoch 1996 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 2693.64 ms [2021-04-22 12:17:59 main:574] : INFO : Epoch 1997 | loss: 0.0311867 | val_loss: 0.0311936 | Time: 2693.84 ms [2021-04-22 12:18:02 main:574] : INFO : Epoch 1998 | loss: 0.0311865 | val_loss: 0.0311932 | Time: 2692.46 ms [2021-04-22 12:18:05 main:574] : INFO : Epoch 1999 | loss: 0.0311865 | val_loss: 0.0311931 | Time: 2696.12 ms [2021-04-22 12:18:07 main:574] : INFO : Epoch 2000 | loss: 0.0311861 | val_loss: 0.0311935 | Time: 2710.24 ms [2021-04-22 12:18:10 main:574] : INFO : Epoch 2001 | loss: 0.0311867 | val_loss: 0.0311926 | Time: 2693.21 ms [2021-04-22 12:18:13 main:574] : INFO : Epoch 2002 | loss: 0.0311866 | val_loss: 0.0311943 | Time: 2693.41 ms [2021-04-22 12:18:16 main:574] : INFO : Epoch 2003 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 2692.51 ms [2021-04-22 12:18:18 main:574] : INFO : Epoch 2004 | loss: 0.0311862 | val_loss: 0.0311957 | Time: 2697.73 ms [2021-04-22 12:18:21 main:574] : INFO : Epoch 2005 | loss: 0.0311859 | val_loss: 0.0311934 | Time: 2696.15 ms [2021-04-22 12:18:24 main:574] : INFO : Epoch 2006 | loss: 0.0311854 | val_loss: 0.0311938 | Time: 2693.5 ms [2021-04-22 12:18:26 main:574] : INFO : Epoch 2007 | loss: 0.0311851 | val_loss: 0.0311927 | Time: 2692.66 ms [2021-04-22 12:18:29 main:574] : INFO : Epoch 2008 | loss: 0.031185 | val_loss: 0.0311918 | Time: 2692.06 ms [2021-04-22 12:18:32 main:574] : INFO : Epoch 2009 | loss: 0.0311853 | val_loss: 0.0311924 | Time: 2695.17 ms [2021-04-22 12:18:35 main:574] : INFO : Epoch 2010 | loss: 0.0311855 | val_loss: 0.0311959 | Time: 2692.42 ms [2021-04-22 12:18:37 main:574] : INFO : Epoch 2011 | loss: 0.0311868 | val_loss: 0.0311949 | Time: 2693.08 ms [2021-04-22 12:18:40 main:574] : INFO : Epoch 2012 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 2692.21 ms [2021-04-22 12:18:43 main:574] : INFO : Epoch 2013 | loss: 0.0311876 | val_loss: 0.0311928 | Time: 2693.7 ms [2021-04-22 12:18:45 main:574] : INFO : Epoch 2014 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 2693.13 ms [2021-04-22 12:18:48 main:574] : INFO : Epoch 2015 | loss: 0.0311849 | val_loss: 0.0311926 | Time: 2691.98 ms [2021-04-22 12:18:51 main:574] : INFO : Epoch 2016 | loss: 0.0311856 | val_loss: 0.031195 | Time: 2695.14 ms [2021-04-22 12:18:54 main:574] : INFO : Epoch 2017 | loss: 0.0311848 | val_loss: 0.0311956 | Time: 2691.59 ms [2021-04-22 12:18:56 main:574] : INFO : Epoch 2018 | loss: 0.0311879 | val_loss: 0.0312009 | Time: 2691.57 ms [2021-04-22 12:18:59 main:574] : INFO : Epoch 2019 | loss: 0.0311858 | val_loss: 0.0311926 | Time: 2693.89 ms [2021-04-22 12:19:02 main:574] : INFO : Epoch 2020 | loss: 0.0311849 | val_loss: 0.0311935 | Time: 2695.27 ms [2021-04-22 12:19:04 main:574] : INFO : Epoch 2021 | loss: 0.0311859 | val_loss: 0.0311953 | Time: 2690.9 ms [2021-04-22 12:19:07 main:574] : INFO : Epoch 2022 | loss: 0.0311888 | val_loss: 0.031193 | Time: 2691.23 ms [2021-04-22 12:19:10 main:574] : INFO : Epoch 2023 | loss: 0.0311859 | val_loss: 0.0311937 | Time: 2698.24 ms [2021-04-22 12:19:12 main:574] : INFO : Epoch 2024 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 2691.69 ms [2021-04-22 12:19:15 main:574] : INFO : Epoch 2025 | loss: 0.0311857 | val_loss: 0.0311927 | Time: 2692.93 ms [2021-04-22 12:19:18 main:574] : INFO : Epoch 2026 | loss: 0.0311864 | val_loss: 0.0311922 | Time: 2693.04 ms [2021-04-22 12:19:21 main:574] : INFO : Epoch 2027 | loss: 0.0311856 | val_loss: 0.0311919 | Time: 2693.29 ms [2021-04-22 12:19:23 main:574] : INFO : Epoch 2028 | loss: 0.0311854 | val_loss: 0.031191 | Time: 2690.46 ms [2021-04-22 12:19:26 main:574] : INFO : Epoch 2029 | loss: 0.031184 | val_loss: 0.0311933 | Time: 2692.15 ms [2021-04-22 12:19:29 main:574] : INFO : Epoch 2030 | loss: 0.0311837 | val_loss: 0.0311923 | Time: 2695.65 ms [2021-04-22 12:19:31 main:574] : INFO : Epoch 2031 | loss: 0.0311837 | val_loss: 0.031192 | Time: 2691.68 ms [2021-04-22 12:19:34 main:574] : INFO : Epoch 2032 | loss: 0.0311842 | val_loss: 0.0311913 | Time: 2694.09 ms [2021-04-22 12:19:37 main:574] : INFO : Epoch 2033 | loss: 0.0311837 | val_loss: 0.0311919 | Time: 2693.28 ms [2021-04-22 12:19:40 main:574] : INFO : Epoch 2034 | loss: 0.0311831 | val_loss: 0.0311919 | Time: 2693.5 ms [2021-04-22 12:19:42 main:574] : INFO : Epoch 2035 | loss: 0.031183 | val_loss: 0.0311925 | Time: 2691.4 ms [2021-04-22 12:19:45 main:574] : INFO : Epoch 2036 | loss: 0.0311828 | val_loss: 0.0311914 | Time: 2691.79 ms [2021-04-22 12:19:48 main:574] : INFO : Epoch 2037 | loss: 0.0311824 | val_loss: 0.0311918 | Time: 2692.41 ms [2021-04-22 12:19:50 main:574] : INFO : Epoch 2038 | loss: 0.0311818 | val_loss: 0.0311909 | Time: 2691.3 ms [2021-04-22 12:19:53 main:574] : INFO : Epoch 2039 | loss: 0.0311826 | val_loss: 0.0311916 | Time: 2693.83 ms [2021-04-22 12:19:56 main:574] : INFO : Epoch 2040 | loss: 0.0311835 | val_loss: 0.0311934 | Time: 2693.43 ms [2021-04-22 12:19:59 main:574] : INFO : Epoch 2041 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 2694.7 ms [2021-04-22 12:20:01 main:574] : INFO : Epoch 2042 | loss: 0.0311854 | val_loss: 0.0311903 | Time: 2694.52 ms [2021-04-22 12:20:04 main:574] : INFO : Epoch 2043 | loss: 0.0311939 | val_loss: 0.0311947 | Time: 2692.91 ms [2021-04-22 12:20:07 main:574] : INFO : Epoch 2044 | loss: 0.0311945 | val_loss: 0.0311918 | Time: 2695.24 ms [2021-04-22 12:20:09 main:574] : INFO : Epoch 2045 | loss: 0.0311921 | val_loss: 0.0311914 | Time: 2692.78 ms [2021-04-22 12:20:12 main:574] : INFO : Epoch 2046 | loss: 0.0311928 | val_loss: 0.0311931 | Time: 2692.2 ms [2021-04-22 12:20:15 main:574] : INFO : Epoch 2047 | loss: 0.0311912 | val_loss: 0.0311903 | Time: 2694.1 ms [2021-04-22 12:20:18 main:574] : INFO : Epoch 2048 | loss: 0.0311889 | val_loss: 0.0311903 | Time: 2693.53 ms [2021-04-22 12:20:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311903 [2021-04-22 12:20:18 main:603] : INFO : Saving end state to config to file [2021-04-22 12:20:18 main:608] : INFO : Success, exiting.. 12:20:18 (7504): 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)