Task 5181247
| Name | ParityModified-1619584807-16601-0_1 |
| Workunit | 3070426 |
| Created | 12 May 2021, 17:17:01 UTC |
| Sent | 12 May 2021, 20:18:06 UTC |
| Report deadline | 20 May 2021, 20:18:06 UTC |
| Received | 17 May 2021, 20:35:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 36 sec |
| CPU time | 2 hours 35 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0312022 | val_loss: 0.031213 | Time: 4416.88 ms
[2021-05-17 15:53:45 main:574] : INFO : Epoch 1543 | loss: 0.0312011 | val_loss: 0.0312032 | Time: 4953.39 ms
[2021-05-17 15:53:50 main:574] : INFO : Epoch 1544 | loss: 0.0311972 | val_loss: 0.0312025 | Time: 4594.3 ms
[2021-05-17 15:53:55 main:574] : INFO : Epoch 1545 | loss: 0.0311956 | val_loss: 0.0311987 | Time: 4524.6 ms
[2021-05-17 15:54:00 main:574] : INFO : Epoch 1546 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 4709.45 ms
[2021-05-17 15:54:04 main:574] : INFO : Epoch 1547 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 4441.82 ms
[2021-05-17 15:54:09 main:574] : INFO : Epoch 1548 | loss: 0.0311922 | val_loss: 0.031202 | Time: 4836.02 ms
[2021-05-17 15:54:14 main:574] : INFO : Epoch 1549 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 4584.54 ms
[2021-05-17 15:54:18 main:574] : INFO : Epoch 1550 | loss: 0.0311823 | val_loss: 0.0311889 | Time: 4758.92 ms
[2021-05-17 15:54:23 main:574] : INFO : Epoch 1551 | loss: 0.0311801 | val_loss: 0.0311918 | Time: 4832.21 ms
[2021-05-17 15:54:28 main:574] : INFO : Epoch 1552 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 4959.59 ms
[2021-05-17 15:54:33 main:574] : INFO : Epoch 1553 | loss: 0.0311758 | val_loss: 0.0311889 | Time: 4735.79 ms
[2021-05-17 15:54:38 main:574] : INFO : Epoch 1554 | loss: 0.0311723 | val_loss: 0.0311831 | Time: 4975.63 ms
[2021-05-17 15:54:43 main:574] : INFO : Epoch 1555 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 4916.67 ms
[2021-05-17 15:54:48 main:574] : INFO : Epoch 1556 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 4983.62 ms
[2021-05-17 15:54:53 main:574] : INFO : Epoch 1557 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 4808.44 ms
[2021-05-17 15:54:58 main:574] : INFO : Epoch 1558 | loss: 0.0311661 | val_loss: 0.0311766 | Time: 4759.37 ms
[2021-05-17 15:55:03 main:574] : INFO : Epoch 1559 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 4977.29 ms
[2021-05-17 15:55:08 main:574] : INFO : Epoch 1560 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 4833.49 ms
[2021-05-17 15:55:13 main:574] : INFO : Epoch 1561 | loss: 0.0311622 | val_loss: 0.0311833 | Time: 4888.26 ms
[2021-05-17 15:55:18 main:574] : INFO : Epoch 1562 | loss: 0.0311623 | val_loss: 0.031178 | Time: 5126.97 ms
[2021-05-17 15:55:22 main:574] : INFO : Epoch 1563 | loss: 0.031162 | val_loss: 0.0311772 | Time: 4629.4 ms
[2021-05-17 15:55:28 main:574] : INFO : Epoch 1564 | loss: 0.0311628 | val_loss: 0.031176 | Time: 5019.35 ms
[2021-05-17 15:55:33 main:574] : INFO : Epoch 1565 | loss: 0.0311599 | val_loss: 0.0311749 | Time: 4892.86 ms
[2021-05-17 15:55:38 main:574] : INFO : Epoch 1566 | loss: 0.0311593 | val_loss: 0.031175 | Time: 4960.42 ms
[2021-05-17 15:55:43 main:574] : INFO : Epoch 1567 | loss: 0.03116 | val_loss: 0.0311714 | Time: 5132.91 ms
[2021-05-17 15:55:48 main:574] : INFO : Epoch 1568 | loss: 0.0311601 | val_loss: 0.0311797 | Time: 4855.85 ms
[2021-05-17 15:55:52 main:574] : INFO : Epoch 1569 | loss: 0.0311584 | val_loss: 0.0311743 | Time: 4776.06 ms
[2021-05-17 15:55:57 main:574] : INFO : Epoch 1570 | loss: 0.0311565 | val_loss: 0.031174 | Time: 4667.05 ms
[2021-05-17 15:56:02 main:574] : INFO : Epoch 1571 | loss: 0.0311533 | val_loss: 0.0311774 | Time: 4866.9 ms
[2021-05-17 15:56:08 main:574] : INFO : Epoch 1572 | loss: 0.0311534 | val_loss: 0.031172 | Time: 5065.27 ms
[2021-05-17 15:56:13 main:574] : INFO : Epoch 1573 | loss: 0.031154 | val_loss: 0.0311746 | Time: 5182.26 ms
[2021-05-17 15:56:18 main:574] : INFO : Epoch 1574 | loss: 0.0311694 | val_loss: 0.0311977 | Time: 4872.76 ms
[2021-05-17 15:56:23 main:574] : INFO : Epoch 1575 | loss: 0.0312004 | val_loss: 0.0311977 | Time: 4847.81 ms
[2021-05-17 15:56:28 main:574] : INFO : Epoch 1576 | loss: 0.0312013 | val_loss: 0.0311906 | Time: 5214.12 ms
[2021-05-17 15:56:33 main:574] : INFO : Epoch 1577 | loss: 0.0311863 | val_loss: 0.0311863 | Time: 4911.49 ms
[2021-05-17 15:56:38 main:574] : INFO : Epoch 1578 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 4936.56 ms
[2021-05-17 15:56:42 main:574] : INFO : Epoch 1579 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 4574.68 ms
[2021-05-17 15:56:47 main:574] : INFO : Epoch 1580 | loss: 0.0311697 | val_loss: 0.031178 | Time: 4917.1 ms
[2021-05-17 15:56:52 main:574] : INFO : Epoch 1581 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 4619.79 ms
[2021-05-17 15:56:57 main:574] : INFO : Epoch 1582 | loss: 0.0311703 | val_loss: 0.0311824 | Time: 4760.18 ms
[2021-05-17 15:57:02 main:574] : INFO : Epoch 1583 | loss: 0.0311691 | val_loss: 0.0311809 | Time: 5118.36 ms
[2021-05-17 15:57:07 main:574] : INFO : Epoch 1584 | loss: 0.0311655 | val_loss: 0.0311802 | Time: 4749.37 ms
[2021-05-17 15:57:12 main:574] : INFO : Epoch 1585 | loss: 0.0311649 | val_loss: 0.0311814 | Time: 4706.86 ms
[2021-05-17 15:57:17 main:574] : INFO : Epoch 1586 | loss: 0.0311637 | val_loss: 0.0311794 | Time: 4770.02 ms
[2021-05-17 15:57:21 main:574] : INFO : Epoch 1587 | loss: 0.0311636 | val_loss: 0.031179 | Time: 4690.5 ms
[2021-05-17 15:57:26 main:574] : INFO : Epoch 1588 | loss: 0.031163 | val_loss: 0.0311799 | Time: 4481.69 ms
[2021-05-17 15:57:31 main:574] : INFO : Epoch 1589 | loss: 0.0311711 | val_loss: 0.0311851 | Time: 5040.81 ms
[2021-05-17 15:57:36 main:574] : INFO : Epoch 1590 | loss: 0.031173 | val_loss: 0.0311792 | Time: 4952.39 ms
[2021-05-17 15:57:42 main:574] : INFO : Epoch 1591 | loss: 0.03117 | val_loss: 0.0311779 | Time: 5460.73 ms
[2021-05-17 15:57:46 main:574] : INFO : Epoch 1592 | loss: 0.031169 | val_loss: 0.0311811 | Time: 4544.89 ms
[2021-05-17 15:57:51 main:574] : INFO : Epoch 1593 | loss: 0.0311682 | val_loss: 0.0311786 | Time: 4509.04 ms
[2021-05-17 15:57:56 main:574] : INFO : Epoch 1594 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 4567.83 ms
[2021-05-17 15:58:01 main:574] : INFO : Epoch 1595 | loss: 0.0311644 | val_loss: 0.031179 | Time: 4974.75 ms
[2021-05-17 15:58:06 main:574] : INFO : Epoch 1596 | loss: 0.0311623 | val_loss: 0.0311796 | Time: 4763.54 ms
[2021-05-17 15:58:11 main:574] : INFO : Epoch 1597 | loss: 0.0311618 | val_loss: 0.0311787 | Time: 4989.35 ms
[2021-05-17 15:58:16 main:574] : INFO : Epoch 1598 | loss: 0.0311609 | val_loss: 0.0311846 | Time: 4897.45 ms
[2021-05-17 15:58:21 main:574] : INFO : Epoch 1599 | loss: 0.0311612 | val_loss: 0.0311803 | Time: 4974.46 ms
[2021-05-17 15:58:26 main:574] : INFO : Epoch 1600 | loss: 0.0311599 | val_loss: 0.0311783 | Time: 5087.88 ms
[2021-05-17 15:58:31 main:574] : INFO : Epoch 1601 | loss: 0.0311582 | val_loss: 0.0311828 | Time: 5332.71 ms
[2021-05-17 15:58:37 main:574] : INFO : Epoch 1602 | loss: 0.0311619 | val_loss: 0.0311846 | Time: 5655.77 ms
[2021-05-17 15:58:42 main:574] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311769 | Time: 4781.31 ms
[2021-05-17 15:58:47 main:574] : INFO : Epoch 1604 | loss: 0.0311567 | val_loss: 0.0311777 | Time: 5089.7 ms
[2021-05-17 15:58:52 main:574] : INFO : Epoch 1605 | loss: 0.0311578 | val_loss: 0.0311797 | Time: 4739.41 ms
[2021-05-17 15:58:57 main:574] : INFO : Epoch 1606 | loss: 0.0311554 | val_loss: 0.0311818 | Time: 4630.66 ms
[2021-05-17 15:59:01 main:574] : INFO : Epoch 1607 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 4735.29 ms
[2021-05-17 15:59:06 main:574] : INFO : Epoch 1608 | loss: 0.0311551 | val_loss: 0.0311783 | Time: 4540.97 ms
[2021-05-17 15:59:11 main:574] : INFO : Epoch 1609 | loss: 0.0311537 | val_loss: 0.0311794 | Time: 4693.65 ms
[2021-05-17 15:59:15 main:574] : INFO : Epoch 1610 | loss: 0.0311523 | val_loss: 0.0311783 | Time: 4693.7 ms
[2021-05-17 15:59:20 main:574] : INFO : Epoch 1611 | loss: 0.0311525 | val_loss: 0.0311774 | Time: 4636.39 ms
[2021-05-17 15:59:25 main:574] : INFO : Epoch 1612 | loss: 0.031153 | val_loss: 0.0311872 | Time: 4763.36 ms
[2021-05-17 15:59:30 main:574] : INFO : Epoch 1613 | loss: 0.0311528 | val_loss: 0.0311774 | Time: 4496.67 ms
[2021-05-17 15:59:34 main:574] : INFO : Epoch 1614 | loss: 0.0311506 | val_loss: 0.0311756 | Time: 4655.49 ms
[2021-05-17 15:59:39 main:574] : INFO : Epoch 1615 | loss: 0.0311517 | val_loss: 0.0311744 | Time: 4692.76 ms
[2021-05-17 15:59:44 main:574] : INFO : Epoch 1616 | loss: 0.0311505 | val_loss: 0.0311756 | Time: 4626.45 ms
[2021-05-17 15:59:49 main:574] : INFO : Epoch 1617 | loss: 0.0311528 | val_loss: 0.0311731 | Time: 5113.3 ms
[2021-05-17 15:59:53 main:574] : INFO : Epoch 1618 | loss: 0.0311513 | val_loss: 0.0311749 | Time: 4505.88 ms
[2021-05-17 15:59:58 main:574] : INFO : Epoch 1619 | loss: 0.0311541 | val_loss: 0.031175 | Time: 4570.31 ms
[2021-05-17 16:00:03 main:574] : INFO : Epoch 1620 | loss: 0.0311524 | val_loss: 0.0311836 | Time: 4704.92 ms
[2021-05-17 16:00:07 main:574] : INFO : Epoch 1621 | loss: 0.0311493 | val_loss: 0.0311744 | Time: 4454.38 ms
[2021-05-17 16:00:12 main:574] : INFO : Epoch 1622 | loss: 0.0311499 | val_loss: 0.0311754 | Time: 4785.33 ms
[2021-05-17 16:00:17 main:574] : INFO : Epoch 1623 | loss: 0.0311472 | val_loss: 0.0311757 | Time: 4632.73 ms
[2021-05-17 16:00:22 main:574] : INFO : Epoch 1624 | loss: 0.0311466 | val_loss: 0.0311744 | Time: 4912.86 ms
[2021-05-17 16:00:27 main:574] : INFO : Epoch 1625 | loss: 0.0311468 | val_loss: 0.0311735 | Time: 4659.49 ms
[2021-05-17 16:00:31 main:574] : INFO : Epoch 1626 | loss: 0.0311486 | val_loss: 0.0311794 | Time: 4693.03 ms
[2021-05-17 16:00:36 main:574] : INFO : Epoch 1627 | loss: 0.031149 | val_loss: 0.0311888 | Time: 4723.32 ms
[2021-05-17 16:00:41 main:574] : INFO : Epoch 1628 | loss: 0.0311538 | val_loss: 0.0311799 | Time: 4817.91 ms
[2021-05-17 16:00:46 main:574] : INFO : Epoch 1629 | loss: 0.0311453 | val_loss: 0.0311748 | Time: 4689.83 ms
[2021-05-17 16:00:51 main:574] : INFO : Epoch 1630 | loss: 0.0311444 | val_loss: 0.0311716 | Time: 5094.15 ms
[2021-05-17 16:00:56 main:574] : INFO : Epoch 1631 | loss: 0.0311481 | val_loss: 0.031175 | Time: 5013.56 ms
[2021-05-17 16:01:01 main:574] : INFO : Epoch 1632 | loss: 0.0311465 | val_loss: 0.0311753 | Time: 4773.22 ms
[2021-05-17 16:01:06 main:574] : INFO : Epoch 1633 | loss: 0.0311486 | val_loss: 0.0311752 | Time: 4859.11 ms
[2021-05-17 16:01:11 main:574] : INFO : Epoch 1634 | loss: 0.0311445 | val_loss: 0.0311734 | Time: 4906.97 ms
[2021-05-17 16:01:15 main:574] : INFO : Epoch 1635 | loss: 0.0311468 | val_loss: 0.0311722 | Time: 4576.3 ms
[2021-05-17 16:01:20 main:574] : INFO : Epoch 1636 | loss: 0.0311454 | val_loss: 0.0311719 | Time: 4681.22 ms
[2021-05-17 16:01:25 main:574] : INFO : Epoch 1637 | loss: 0.0311425 | val_loss: 0.0311751 | Time: 4928.86 ms
[2021-05-17 16:01:30 main:574] : INFO : Epoch 1638 | loss: 0.0311438 | val_loss: 0.0311696 | Time: 4714.52 ms
[2021-05-17 16:01:35 main:574] : INFO : Epoch 1639 | loss: 0.0311436 | val_loss: 0.0311723 | Time: 4815.57 ms
[2021-05-17 16:01:40 main:574] : INFO : Epoch 1640 | loss: 0.0311417 | val_loss: 0.0311699 | Time: 4951.34 ms
[2021-05-17 16:01:45 main:574] : INFO : Epoch 1641 | loss: 0.0311418 | val_loss: 0.0311698 | Time: 4793.18 ms
[2021-05-17 16:01:50 main:574] : INFO : Epoch 1642 | loss: 0.0311433 | val_loss: 0.0311721 | Time: 4794.44 ms
[2021-05-17 16:01:54 main:574] : INFO : Epoch 1643 | loss: 0.0311436 | val_loss: 0.0311694 | Time: 4749.56 ms
[2021-05-17 16:01:59 main:574] : INFO : Epoch 1644 | loss: 0.0311399 | val_loss: 0.0311688 | Time: 4975.97 ms
[2021-05-17 16:02:04 main:574] : INFO : Epoch 1645 | loss: 0.0311389 | val_loss: 0.0311692 | Time: 4769.31 ms
[2021-05-17 16:02:09 main:574] : INFO : Epoch 1646 | loss: 0.0311409 | val_loss: 0.0311697 | Time: 4875.42 ms
[2021-05-17 16:02:14 main:574] : INFO : Epoch 1647 | loss: 0.0311393 | val_loss: 0.0311719 | Time: 4582.01 ms
[2021-05-17 16:02:19 main:574] : INFO : Epoch 1648 | loss: 0.0311399 | val_loss: 0.0311712 | Time: 4768.05 ms
[2021-05-17 16:02:23 main:574] : INFO : Epoch 1649 | loss: 0.0311425 | val_loss: 0.0311721 | Time: 4669.7 ms
[2021-05-17 16:02:28 main:574] : INFO : Epoch 1650 | loss: 0.0311447 | val_loss: 0.0311666 | Time: 4571.24 ms
[2021-05-17 16:02:33 main:574] : INFO : Epoch 1651 | loss: 0.031145 | val_loss: 0.0311727 | Time: 4707.07 ms
[2021-05-17 16:02:38 main:574] : INFO : Epoch 1652 | loss: 0.0311418 | val_loss: 0.0311692 | Time: 4945.99 ms
[2021-05-17 16:02:43 main:574] : INFO : Epoch 1653 | loss: 0.0311405 | val_loss: 0.0311732 | Time: 4619.04 ms
[2021-05-17 16:02:48 main:574] : INFO : Epoch 1654 | loss: 0.031142 | val_loss: 0.0311676 | Time: 4882.81 ms
[2021-05-17 16:02:52 main:574] : INFO : Epoch 1655 | loss: 0.0311414 | val_loss: 0.0311723 | Time: 4543.29 ms
[2021-05-17 16:02:57 main:574] : INFO : Epoch 1656 | loss: 0.0311379 | val_loss: 0.0311671 | Time: 4937.9 ms
[2021-05-17 16:03:02 main:574] : INFO : Epoch 1657 | loss: 0.0311361 | val_loss: 0.0311721 | Time: 5020.19 ms
[2021-05-17 16:03:07 main:574] : INFO : Epoch 1658 | loss: 0.0311357 | val_loss: 0.0311697 | Time: 4690 ms
[2021-05-17 16:03:12 main:574] : INFO : Epoch 1659 | loss: 0.0311365 | val_loss: 0.0311701 | Time: 4718.19 ms
[2021-05-17 16:03:17 main:574] : INFO : Epoch 1660 | loss: 0.0311358 | val_loss: 0.0311743 | Time: 5210.95 ms
[2021-05-17 16:03:22 main:574] : INFO : Epoch 1661 | loss: 0.0311348 | val_loss: 0.0311668 | Time: 4723.22 ms
[2021-05-17 16:03:27 main:574] : INFO : Epoch 1662 | loss: 0.0311386 | val_loss: 0.0311813 | Time: 5090.89 ms
[2021-05-17 16:03:32 main:574] : INFO : Epoch 1663 | loss: 0.0311619 | val_loss: 0.031169 | Time: 4734.98 ms
[2021-05-17 16:03:37 main:574] : INFO : Epoch 1664 | loss: 0.0311568 | val_loss: 0.0311693 | Time: 4931.99 ms
[2021-05-17 16:03:42 main:574] : INFO : Epoch 1665 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 4659.13 ms
[2021-05-17 16:03:46 main:574] : INFO : Epoch 1666 | loss: 0.0311484 | val_loss: 0.0311694 | Time: 4666.4 ms
[2021-05-17 16:03:52 main:574] : INFO : Epoch 1667 | loss: 0.0311468 | val_loss: 0.0311681 | Time: 5025.97 ms
[2021-05-17 16:03:56 main:574] : INFO : Epoch 1668 | loss: 0.031145 | val_loss: 0.0311669 | Time: 4609.44 ms
[2021-05-17 16:04:01 main:574] : INFO : Epoch 1669 | loss: 0.0311441 | val_loss: 0.0311671 | Time: 4866.65 ms
[2021-05-17 16:04:06 main:574] : INFO : Epoch 1670 | loss: 0.0311422 | val_loss: 0.0311658 | Time: 4896.86 ms
[2021-05-17 16:04:11 main:574] : INFO : Epoch 1671 | loss: 0.0311425 | val_loss: 0.0311711 | Time: 4768.99 ms
[2021-05-17 16:04:16 main:574] : INFO : Epoch 1672 | loss: 0.0311409 | val_loss: 0.0311652 | Time: 4853.06 ms
[2021-05-17 16:04:22 main:574] : INFO : Epoch 1673 | loss: 0.0311386 | val_loss: 0.0311691 | Time: 4928.63 ms
[2021-05-17 16:04:26 main:574] : INFO : Epoch 1674 | loss: 0.0311402 | val_loss: 0.0311628 | Time: 4573.17 ms
[2021-05-17 16:04:31 main:574] : INFO : Epoch 1675 | loss: 0.0311384 | val_loss: 0.0311712 | Time: 4875.12 ms
[2021-05-17 16:04:36 main:574] : INFO : Epoch 1676 | loss: 0.0311382 | val_loss: 0.0311663 | Time: 4750.19 ms
[2021-05-17 16:04:41 main:574] : INFO : Epoch 1677 | loss: 0.0311388 | val_loss: 0.0311706 | Time: 4856.61 ms
[2021-05-17 16:04:46 main:574] : INFO : Epoch 1678 | loss: 0.0311373 | val_loss: 0.0311677 | Time: 5225.48 ms
[2021-05-17 16:04:51 main:574] : INFO : Epoch 1679 | loss: 0.0311393 | val_loss: 0.0311738 | Time: 4966.41 ms
[2021-05-17 16:04:56 main:574] : INFO : Epoch 1680 | loss: 0.0311363 | val_loss: 0.0311663 | Time: 5246.43 ms
[2021-05-17 16:05:01 main:574] : INFO : Epoch 1681 | loss: 0.031137 | val_loss: 0.0311647 | Time: 4746.54 ms
[2021-05-17 16:05:06 main:574] : INFO : Epoch 1682 | loss: 0.0311375 | val_loss: 0.031172 | Time: 5233.42 ms
[2021-05-17 16:05:11 main:574] : INFO : Epoch 1683 | loss: 0.0311379 | val_loss: 0.0311641 | Time: 4882.27 ms
[2021-05-17 16:05:16 main:574] : INFO : Epoch 1684 | loss: 0.0311371 | val_loss: 0.0311692 | Time: 4752.28 ms
[2021-05-17 16:05:21 main:574] : INFO : Epoch 1685 | loss: 0.0311381 | val_loss: 0.0311677 | Time: 4827.5 ms
[2021-05-17 16:05:26 main:574] : INFO : Epoch 1686 | loss: 0.0311395 | val_loss: 0.0311644 | Time: 4724.67 ms
[2021-05-17 16:05:31 main:574] : INFO : Epoch 1687 | loss: 0.0311369 | val_loss: 0.0311654 | Time: 4885.67 ms
[2021-05-17 16:05:36 main:574] : INFO : Epoch 1688 | loss: 0.0311352 | val_loss: 0.031167 | Time: 5297.39 ms
[2021-05-17 16:05:41 main:574] : INFO : Epoch 1689 | loss: 0.0311332 | val_loss: 0.0311754 | Time: 5253.13 ms
[2021-05-17 16:05:46 main:574] : INFO : Epoch 1690 | loss: 0.0311364 | val_loss: 0.031175 | Time: 4623.72 ms
[2021-05-17 16:05:51 main:574] : INFO : Epoch 1691 | loss: 0.0311374 | val_loss: 0.0311696 | Time: 4983.43 ms
[2021-05-17 16:05:56 main:574] : INFO : Epoch 1692 | loss: 0.03114 | val_loss: 0.0311739 | Time: 4873.94 ms
[2021-05-17 16:06:01 main:574] : INFO : Epoch 1693 | loss: 0.0311339 | val_loss: 0.0311687 | Time: 4854.82 ms
[2021-05-17 16:06:06 main:574] : INFO : Epoch 1694 | loss: 0.0311348 | val_loss: 0.0311698 | Time: 4801.83 ms
[2021-05-17 16:06:11 main:574] : INFO : Epoch 1695 | loss: 0.0311353 | val_loss: 0.0311685 | Time: 5036.52 ms
[2021-05-17 16:06:16 main:574] : INFO : Epoch 1696 | loss: 0.0311359 | val_loss: 0.0311659 | Time: 4558.98 ms
[2021-05-17 16:06:21 main:574] : INFO : Epoch 1697 | loss: 0.0311332 | val_loss: 0.0311654 | Time: 4854.93 ms
[2021-05-17 16:06:25 main:574] : INFO : Epoch 1698 | loss: 0.0311441 | val_loss: 0.0311883 | Time: 4808.23 ms
[2021-05-17 16:06:31 main:574] : INFO : Epoch 1699 | loss: 0.0311727 | val_loss: 0.03117 | Time: 4906.2 ms
[2021-05-17 16:06:36 main:574] : INFO : Epoch 1700 | loss: 0.031167 | val_loss: 0.031167 | Time: 5149.98 ms
[2021-05-17 16:06:40 main:574] : INFO : Epoch 1701 | loss: 0.0311622 | val_loss: 0.0311668 | Time: 4683.56 ms
[2021-05-17 16:06:45 main:574] : INFO : Epoch 1702 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 4685.31 ms
[2021-05-17 16:06:50 main:574] : INFO : Epoch 1703 | loss: 0.0311575 | val_loss: 0.0311726 | Time: 5110.89 ms
[2021-05-17 16:06:55 main:574] : INFO : Epoch 1704 | loss: 0.0311523 | val_loss: 0.0311677 | Time: 4685.12 ms
[2021-05-17 16:07:00 main:574] : INFO : Epoch 1705 | loss: 0.0311515 | val_loss: 0.0311677 | Time: 4562.24 ms
[2021-05-17 16:07:05 main:574] : INFO : Epoch 1706 | loss: 0.0311506 | val_loss: 0.0311691 | Time: 4976.41 ms
[2021-05-17 16:07:10 main:574] : INFO : Epoch 1707 | loss: 0.0311463 | val_loss: 0.0311623 | Time: 5036.4 ms
[2021-05-17 16:07:15 main:574] : INFO : Epoch 1708 | loss: 0.0311485 | val_loss: 0.0311647 | Time: 4713.96 ms
[2021-05-17 16:07:19 main:574] : INFO : Epoch 1709 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 4591.88 ms
[2021-05-17 16:07:24 main:574] : INFO : Epoch 1710 | loss: 0.0311449 | val_loss: 0.0311664 | Time: 4658.04 ms
[2021-05-17 16:07:29 main:574] : INFO : Epoch 1711 | loss: 0.0311448 | val_loss: 0.0311662 | Time: 4903.94 ms
[2021-05-17 16:07:34 main:574] : INFO : Epoch 1712 | loss: 0.031143 | val_loss: 0.0311634 | Time: 5013.38 ms
[2021-05-17 16:07:39 main:574] : INFO : Epoch 1713 | loss: 0.0311418 | val_loss: 0.0311638 | Time: 4945.57 ms
[2021-05-17 16:07:44 main:574] : INFO : Epoch 1714 | loss: 0.0311405 | val_loss: 0.0311715 | Time: 4903.6 ms
[2021-05-17 16:07:49 main:574] : INFO : Epoch 1715 | loss: 0.0311419 | val_loss: 0.0311652 | Time: 4933.46 ms
[2021-05-17 16:07:54 main:574] : INFO : Epoch 1716 | loss: 0.0311379 | val_loss: 0.0311666 | Time: 4770.98 ms
[2021-05-17 16:07:59 main:574] : INFO : Epoch 1717 | loss: 0.0311406 | val_loss: 0.0311646 | Time: 5007.05 ms
[2021-05-17 16:08:04 main:574] : INFO : Epoch 1718 | loss: 0.0311395 | val_loss: 0.0311627 | Time: 4652.6 ms
[2021-05-17 16:08:08 main:574] : INFO : Epoch 1719 | loss: 0.0311388 | val_loss: 0.0311625 | Time: 4570.55 ms
[2021-05-17 16:08:13 main:574] : INFO : Epoch 1720 | loss: 0.0311387 | val_loss: 0.0311668 | Time: 4626.95 ms
[2021-05-17 16:08:18 main:574] : INFO : Epoch 1721 | loss: 0.0311352 | val_loss: 0.0311621 | Time: 4737.92 ms
[2021-05-17 16:08:23 main:574] : INFO : Epoch 1722 | loss: 0.0311355 | val_loss: 0.0311597 | Time: 4766.18 ms
[2021-05-17 16:08:27 main:574] : INFO : Epoch 1723 | loss: 0.031135 | val_loss: 0.0311683 | Time: 4595.06 ms
[2021-05-17 16:08:32 main:574] : INFO : Epoch 1724 | loss: 0.0311345 | val_loss: 0.0311629 | Time: 5048.34 ms
[2021-05-17 16:08:37 main:574] : INFO : Epoch 1725 | loss: 0.0311328 | val_loss: 0.0311636 | Time: 4677.08 ms
[2021-05-17 16:08:42 main:574] : INFO : Epoch 1726 | loss: 0.0311332 | val_loss: 0.031166 | Time: 4633.03 ms
[2021-05-17 16:08:46 main:574] : INFO : Epoch 1727 | loss: 0.0311346 | val_loss: 0.0311635 | Time: 4652.7 ms
[2021-05-17 16:08:51 main:574] : INFO : Epoch 1728 | loss: 0.0311312 | val_loss: 0.0311648 | Time: 4830.69 ms
[2021-05-17 16:08:56 main:574] : INFO : Epoch 1729 | loss: 0.0311337 | val_loss: 0.0311644 | Time: 4954.27 ms
[2021-05-17 16:09:01 main:574] : INFO : Epoch 1730 | loss: 0.0311346 | val_loss: 0.0311661 | Time: 4781.14 ms
[2021-05-17 16:09:06 main:574] : INFO : Epoch 1731 | loss: 0.0311361 | val_loss: 0.0311638 | Time: 4936.84 ms
[2021-05-17 16:09:11 main:574] : INFO : Epoch 1732 | loss: 0.0311361 | val_loss: 0.0311634 | Time: 4813.85 ms
[2021-05-17 16:09:16 main:574] : INFO : Epoch 1733 | loss: 0.0311379 | val_loss: 0.0311734 | Time: 4899.03 ms
[2021-05-17 16:09:20 main:574] : INFO : Epoch 1734 | loss: 0.0311362 | val_loss: 0.0311667 | Time: 4534.34 ms
[2021-05-17 16:09:25 main:574] : INFO : Epoch 1735 | loss: 0.0311372 | val_loss: 0.0311744 | Time: 4645.46 ms
[2021-05-17 16:09:30 main:574] : INFO : Epoch 1736 | loss: 0.0311328 | val_loss: 0.031166 | Time: 4926.89 ms
[2021-05-17 16:09:35 main:574] : INFO : Epoch 1737 | loss: 0.0311312 | val_loss: 0.0311679 | Time: 4567.76 ms
[2021-05-17 16:09:40 main:574] : INFO : Epoch 1738 | loss: 0.0311291 | val_loss: 0.0311728 | Time: 4766.69 ms
[2021-05-17 16:09:45 main:574] : INFO : Epoch 1739 | loss: 0.0311288 | val_loss: 0.031164 | Time: 5169.91 ms
[2021-05-17 16:09:50 main:574] : INFO : Epoch 1740 | loss: 0.0311282 | val_loss: 0.03117 | Time: 5192.45 ms
[2021-05-17 16:09:55 main:574] : INFO : Epoch 1741 | loss: 0.0311325 | val_loss: 0.0311608 | Time: 4946.8 ms
[2021-05-17 16:10:00 main:574] : INFO : Epoch 1742 | loss: 0.0311369 | val_loss: 0.0311618 | Time: 4984.35 ms
[2021-05-17 16:10:05 main:574] : INFO : Epoch 1743 | loss: 0.0311411 | val_loss: 0.0311672 | Time: 4579.93 ms
[2021-05-17 16:10:09 main:574] : INFO : Epoch 1744 | loss: 0.031137 | val_loss: 0.0311614 | Time: 4751.05 ms
[2021-05-17 16:10:14 main:574] : INFO : Epoch 1745 | loss: 0.0311424 | val_loss: 0.0311731 | Time: 4796.3 ms
[2021-05-17 16:10:19 main:574] : INFO : Epoch 1746 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 4836.73 ms
[2021-05-17 16:10:24 main:574] : INFO : Epoch 1747 | loss: 0.0311459 | val_loss: 0.0311775 | Time: 4493.48 ms
[2021-05-17 16:10:29 main:574] : INFO : Epoch 1748 | loss: 0.0311383 | val_loss: 0.0311633 | Time: 4688.44 ms
[2021-05-17 16:10:33 main:574] : INFO : Epoch 1749 | loss: 0.0311347 | val_loss: 0.0311634 | Time: 4813.59 ms
[2021-05-17 16:10:38 main:574] : INFO : Epoch 1750 | loss: 0.0311363 | val_loss: 0.0311637 | Time: 4956.03 ms
[2021-05-17 16:10:43 main:574] : INFO : Epoch 1751 | loss: 0.0311332 | val_loss: 0.0311629 | Time: 4999.52 ms
[2021-05-17 16:10:48 main:574] : INFO : Epoch 1752 | loss: 0.0311334 | val_loss: 0.0311696 | Time: 4778.18 ms
[2021-05-17 16:10:54 main:574] : INFO : Epoch 1753 | loss: 0.0311344 | val_loss: 0.0311645 | Time: 5095.67 ms
[2021-05-17 16:10:58 main:574] : INFO : Epoch 1754 | loss: 0.0311336 | val_loss: 0.0311637 | Time: 4581.2 ms
[2021-05-17 16:11:03 main:574] : INFO : Epoch 1755 | loss: 0.0311346 | val_loss: 0.0311643 | Time: 4819.67 ms
[2021-05-17 16:11:08 main:574] : INFO : Epoch 1756 | loss: 0.0311345 | val_loss: 0.031165 | Time: 4780.35 ms
[2021-05-17 16:11:13 main:574] : INFO : Epoch 1757 | loss: 0.031133 | val_loss: 0.0311605 | Time: 4711.81 ms
[2021-05-17 16:11:17 main:574] : INFO : Epoch 1758 | loss: 0.0311343 | val_loss: 0.0311707 | Time: 4770.86 ms
[2021-05-17 16:11:22 main:574] : INFO : Epoch 1759 | loss: 0.0311337 | val_loss: 0.0311656 | Time: 4726.4 ms
[2021-05-17 16:11:27 main:574] : INFO : Epoch 1760 | loss: 0.0311302 | val_loss: 0.0311669 | Time: 4651.06 ms
[2021-05-17 16:11:32 main:574] : INFO : Epoch 1761 | loss: 0.0311297 | val_loss: 0.0311681 | Time: 4887.72 ms
[2021-05-17 16:11:37 main:574] : INFO : Epoch 1762 | loss: 0.0311295 | val_loss: 0.031166 | Time: 4576.32 ms
[2021-05-17 16:11:42 main:574] : INFO : Epoch 1763 | loss: 0.0311345 | val_loss: 0.0311731 | Time: 4932.56 ms
[2021-05-17 16:11:46 main:574] : INFO : Epoch 1764 | loss: 0.0311434 | val_loss: 0.0311645 | Time: 4810.06 ms
[2021-05-17 16:11:51 main:574] : INFO : Epoch 1765 | loss: 0.0311392 | val_loss: 0.0311676 | Time: 4809.31 ms
[2021-05-17 16:11:56 main:574] : INFO : Epoch 1766 | loss: 0.0311364 | val_loss: 0.0311696 | Time: 4702.8 ms
[2021-05-17 16:12:01 main:574] : INFO : Epoch 1767 | loss: 0.0311348 | val_loss: 0.0311628 | Time: 4820.6 ms
[2021-05-17 16:12:06 main:574] : INFO : Epoch 1768 | loss: 0.0311306 | val_loss: 0.0311659 | Time: 4660.16 ms
[2021-05-17 16:12:11 main:574] : INFO : Epoch 1769 | loss: 0.0311292 | val_loss: 0.0311656 | Time: 5236.7 ms
[2021-05-17 16:12:16 main:574] : INFO : Epoch 1770 | loss: 0.0311289 | val_loss: 0.0311755 | Time: 4712.59 ms
[2021-05-17 16:12:20 main:574] : INFO : Epoch 1771 | loss: 0.0311274 | val_loss: 0.0311667 | Time: 4660.8 ms
[2021-05-17 16:12:25 main:574] : INFO : Epoch 1772 | loss: 0.0311282 | val_loss: 0.031164 | Time: 4627.57 ms
[2021-05-17 16:12:30 main:574] : INFO : Epoch 1773 | loss: 0.0311309 | val_loss: 0.0311637 | Time: 4659.35 ms
[2021-05-17 16:12:35 main:574] : INFO : Epoch 1774 | loss: 0.0311297 | val_loss: 0.0311782 | Time: 4754.57 ms
[2021-05-17 16:12:40 main:574] : INFO : Epoch 1775 | loss: 0.0311278 | val_loss: 0.0311677 | Time: 4684.57 ms
[2021-05-17 16:12:44 main:574] : INFO : Epoch 1776 | loss: 0.0311262 | val_loss: 0.0311712 | Time: 4827.7 ms
[2021-05-17 16:12:49 main:574] : INFO : Epoch 1777 | loss: 0.0311234 | val_loss: 0.0311669 | Time: 4621.48 ms
[2021-05-17 16:12:54 main:574] : INFO : Epoch 1778 | loss: 0.0311244 | val_loss: 0.0311684 | Time: 4820.32 ms
[2021-05-17 16:12:59 main:574] : INFO : Epoch 1779 | loss: 0.0311245 | val_loss: 0.0311736 | Time: 4866.79 ms
[2021-05-17 16:13:04 main:574] : INFO : Epoch 1780 | loss: 0.031129 | val_loss: 0.031167 | Time: 5089.61 ms
[2021-05-17 16:13:09 main:574] : INFO : Epoch 1781 | loss: 0.031132 | val_loss: 0.0311627 | Time: 4637.17 ms
[2021-05-17 16:13:14 main:574] : INFO : Epoch 1782 | loss: 0.0311319 | val_loss: 0.0311611 | Time: 4821.28 ms
[2021-05-17 16:13:18 main:574] : INFO : Epoch 1783 | loss: 0.0311307 | val_loss: 0.0311573 | Time: 4729.49 ms
[2021-05-17 16:13:23 main:574] : INFO : Epoch 1784 | loss: 0.0311313 | val_loss: 0.031161 | Time: 4727.11 ms
[2021-05-17 16:13:28 main:574] : INFO : Epoch 1785 | loss: 0.03113 | val_loss: 0.0311657 | Time: 4682.48 ms
[2021-05-17 16:13:33 main:574] : INFO : Epoch 1786 | loss: 0.0311281 | val_loss: 0.031165 | Time: 4811.84 ms
[2021-05-17 16:13:38 main:574] : INFO : Epoch 1787 | loss: 0.0311284 | val_loss: 0.0311587 | Time: 4932.56 ms
[2021-05-17 16:13:43 main:574] : INFO : Epoch 1788 | loss: 0.0311258 | val_loss: 0.0311651 | Time: 4947.87 ms
[2021-05-17 16:13:47 main:574] : INFO : Epoch 1789 | loss: 0.031126 | val_loss: 0.0311599 | Time: 4661.91 ms
[2021-05-17 16:13:52 main:574] : INFO : Epoch 1790 | loss: 0.0311273 | val_loss: 0.0311663 | Time: 4803.67 ms
[2021-05-17 16:13:58 main:574] : INFO : Epoch 1791 | loss: 0.0311239 | val_loss: 0.0311658 | Time: 5294.94 ms
[2021-05-17 16:14:02 main:574] : INFO : Epoch 1792 | loss: 0.0311239 | val_loss: 0.0311618 | Time: 4739.75 ms
[2021-05-17 16:14:07 main:574] : INFO : Epoch 1793 | loss: 0.0311248 | val_loss: 0.0311658 | Time: 4881.39 ms
[2021-05-17 16:14:12 main:574] : INFO : Epoch 1794 | loss: 0.0311245 | val_loss: 0.0311606 | Time: 4927.29 ms
[2021-05-17 16:14:17 main:574] : INFO : Epoch 1795 | loss: 0.0311324 | val_loss: 0.0311619 | Time: 4744.28 ms
[2021-05-17 16:14:22 main:574] : INFO : Epoch 1796 | loss: 0.0311328 | val_loss: 0.0311638 | Time: 4899.04 ms
[2021-05-17 16:14:27 main:574] : INFO : Epoch 1797 | loss: 0.0311313 | val_loss: 0.031157 | Time: 4979.09 ms
[2021-05-17 16:14:32 main:574] : INFO : Epoch 1798 | loss: 0.0311279 | val_loss: 0.0311596 | Time: 4809.22 ms
[2021-05-17 16:14:37 main:574] : INFO : Epoch 1799 | loss: 0.0311264 | val_loss: 0.0311582 | Time: 4816.77 ms
[2021-05-17 16:14:42 main:574] : INFO : Epoch 1800 | loss: 0.0311255 | val_loss: 0.0311575 | Time: 4815.95 ms
[2021-05-17 16:14:47 main:574] : INFO : Epoch 1801 | loss: 0.0311225 | val_loss: 0.0311583 | Time: 5096.15 ms
[2021-05-17 16:14:52 main:574] : INFO : Epoch 1802 | loss: 0.0311277 | val_loss: 0.0311603 | Time: 4921.15 ms
[2021-05-17 16:14:57 main:574] : INFO : Epoch 1803 | loss: 0.0311284 | val_loss: 0.0311622 | Time: 4815.94 ms
[2021-05-17 16:15:02 main:574] : INFO : Epoch 1804 | loss: 0.0311292 | val_loss: 0.0311616 | Time: 5562.6 ms
[2021-05-17 16:15:07 main:574] : INFO : Epoch 1805 | loss: 0.0311262 | val_loss: 0.0311613 | Time: 4985.43 ms
[2021-05-17 16:15:12 main:574] : INFO : Epoch 1806 | loss: 0.0311269 | val_loss: 0.0311686 | Time: 4795.92 ms
[2021-05-17 16:15:17 main:574] : INFO : Epoch 1807 | loss: 0.0311245 | val_loss: 0.0311582 | Time: 4962.71 ms
[2021-05-17 16:15:22 main:574] : INFO : Epoch 1808 | loss: 0.0311251 | val_loss: 0.0311745 | Time: 5077.62 ms
[2021-05-17 16:15:27 main:574] : INFO : Epoch 1809 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 4660.83 ms
[2021-05-17 16:15:32 main:574] : INFO : Epoch 1810 | loss: 0.0311877 | val_loss: 0.0311835 | Time: 4579.04 ms
[2021-05-17 16:15:36 main:574] : INFO : Epoch 1811 | loss: 0.0311829 | val_loss: 0.0311801 | Time: 4660.79 ms
[2021-05-17 16:15:41 main:574] : INFO : Epoch 1812 | loss: 0.0311814 | val_loss: 0.0311735 | Time: 4754.96 ms
[2021-05-17 16:15:46 main:574] : INFO : Epoch 1813 | loss: 0.0311722 | val_loss: 0.0311643 | Time: 4860.83 ms
[2021-05-17 16:15:51 main:574] : INFO : Epoch 1814 | loss: 0.031166 | val_loss: 0.0311645 | Time: 5163.02 ms
[2021-05-17 16:15:56 main:574] : INFO : Epoch 1815 | loss: 0.0311623 | val_loss: 0.0311591 | Time: 4980.59 ms
[2021-05-17 16:16:02 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.03116 | Time: 5109.12 ms
[2021-05-17 16:16:06 main:574] : INFO : Epoch 1817 | loss: 0.0311587 | val_loss: 0.0311586 | Time: 4774.58 ms
[2021-05-17 16:16:11 main:574] : INFO : Epoch 1818 | loss: 0.0311567 | val_loss: 0.0311664 | Time: 4768.54 ms
[2021-05-17 16:16:16 main:574] : INFO : Epoch 1819 | loss: 0.0311579 | val_loss: 0.0311561 | Time: 5275.7 ms
[2021-05-17 16:16:21 main:574] : INFO : Epoch 1820 | loss: 0.0311541 | val_loss: 0.0311571 | Time: 4945.09 ms
[2021-05-17 16:16:26 main:574] : INFO : Epoch 1821 | loss: 0.0311523 | val_loss: 0.0311602 | Time: 4689.37 ms
[2021-05-17 16:16:31 main:574] : INFO : Epoch 1822 | loss: 0.0311508 | val_loss: 0.0311548 | Time: 4754.9 ms
[2021-05-17 16:16:36 main:574] : INFO : Epoch 1823 | loss: 0.0311494 | val_loss: 0.0311557 | Time: 4926.89 ms
[2021-05-17 16:16:41 main:574] : INFO : Epoch 1824 | loss: 0.0311491 | val_loss: 0.031156 | Time: 4635.38 ms
[2021-05-17 16:16:45 main:574] : INFO : Epoch 1825 | loss: 0.0311501 | val_loss: 0.0311566 | Time: 4762.84 ms
[2021-05-17 16:16:50 main:574] : INFO : Epoch 1826 | loss: 0.0311465 | val_loss: 0.0311554 | Time: 4667.45 ms
[2021-05-17 16:16:55 main:574] : INFO : Epoch 1827 | loss: 0.0311487 | val_loss: 0.0311561 | Time: 5178.61 ms
[2021-05-17 16:17:00 main:574] : INFO : Epoch 1828 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 4875.53 ms
[2021-05-17 16:17:05 main:574] : INFO : Epoch 1829 | loss: 0.0311472 | val_loss: 0.0311627 | Time: 4919.6 ms
[2021-05-17 16:17:10 main:574] : INFO : Epoch 1830 | loss: 0.0311457 | val_loss: 0.0311581 | Time: 4784.67 ms
[2021-05-17 16:17:15 main:574] : INFO : Epoch 1831 | loss: 0.0311456 | val_loss: 0.0311598 | Time: 4766.6 ms
[2021-05-17 16:17:20 main:574] : INFO : Epoch 1832 | loss: 0.0311424 | val_loss: 0.0311563 | Time: 4876.68 ms
[2021-05-17 16:17:25 main:574] : INFO : Epoch 1833 | loss: 0.0311416 | val_loss: 0.0311565 | Time: 5202.11 ms
[2021-05-17 16:17:30 main:574] : INFO : Epoch 1834 | loss: 0.0311417 | val_loss: 0.0311538 | Time: 4662.67 ms
[2021-05-17 16:17:35 main:574] : INFO : Epoch 1835 | loss: 0.0311423 | val_loss: 0.0311576 | Time: 5008.42 ms
[2021-05-17 16:17:40 main:574] : INFO : Epoch 1836 | loss: 0.0311405 | val_loss: 0.0311564 | Time: 4614.23 ms
[2021-05-17 16:17:44 main:574] : INFO : Epoch 1837 | loss: 0.031139 | val_loss: 0.0311551 | Time: 4853.41 ms
[2021-05-17 16:17:49 main:574] : INFO : Epoch 1838 | loss: 0.0311387 | val_loss: 0.0311548 | Time: 4823.56 ms
[2021-05-17 16:17:54 main:574] : INFO : Epoch 1839 | loss: 0.0311402 | val_loss: 0.031155 | Time: 4675.49 ms
[2021-05-17 16:17:59 main:574] : INFO : Epoch 1840 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 4983.24 ms
[2021-05-17 16:18:04 main:574] : INFO : Epoch 1841 | loss: 0.0311381 | val_loss: 0.0311528 | Time: 4605.31 ms
[2021-05-17 16:18:09 main:574] : INFO : Epoch 1842 | loss: 0.0311378 | val_loss: 0.0311568 | Time: 4932.82 ms
[2021-05-17 16:18:13 main:574] : INFO : Epoch 1843 | loss: 0.0311375 | val_loss: 0.0311546 | Time: 4756.47 ms
[2021-05-17 16:18:18 main:574] : INFO : Epoch 1844 | loss: 0.0311387 | val_loss: 0.0311653 | Time: 4901.31 ms
[2021-05-17 16:18:23 main:574] : INFO : Epoch 1845 | loss: 0.0311381 | val_loss: 0.0311563 | Time: 4656.19 ms
[2021-05-17 16:18:28 main:574] : INFO : Epoch 1846 | loss: 0.0311382 | val_loss: 0.0311553 | Time: 4723.41 ms
[2021-05-17 16:18:32 main:574] : INFO : Epoch 1847 | loss: 0.0311371 | val_loss: 0.0311581 | Time: 4439.18 ms
[2021-05-17 16:18:37 main:574] : INFO : Epoch 1848 | loss: 0.0311369 | val_loss: 0.0311573 | Time: 4625.85 ms
[2021-05-17 16:18:43 main:574] : INFO : Epoch 1849 | loss: 0.031136 | val_loss: 0.0311556 | Time: 5180.69 ms
[2021-05-17 16:18:47 main:574] : INFO : Epoch 1850 | loss: 0.031134 | val_loss: 0.0311585 | Time: 4693.92 ms
[2021-05-17 16:18:52 main:574] : INFO : Epoch 1851 | loss: 0.0311338 | val_loss: 0.0311553 | Time: 4868.31 ms
[2021-05-17 16:18:57 main:574] : INFO : Epoch 1852 | loss: 0.0311335 | val_loss: 0.0311564 | Time: 4495.4 ms
[2021-05-17 16:19:02 main:574] : INFO : Epoch 1853 | loss: 0.0311327 | val_loss: 0.031156 | Time: 5142.53 ms
[2021-05-17 16:19:07 main:574] : INFO : Epoch 1854 | loss: 0.0311354 | val_loss: 0.0311624 | Time: 4757.37 ms
[2021-05-17 16:19:12 main:574] : INFO : Epoch 1855 | loss: 0.031134 | val_loss: 0.0311562 | Time: 4667.83 ms
[2021-05-17 16:19:17 main:574] : INFO : Epoch 1856 | loss: 0.031131 | val_loss: 0.0311626 | Time: 4978.92 ms
[2021-05-17 16:19:22 main:574] : INFO : Epoch 1857 | loss: 0.0311312 | val_loss: 0.0311582 | Time: 4804.74 ms
[2021-05-17 16:19:26 main:574] : INFO : Epoch 1858 | loss: 0.0311306 | val_loss: 0.0311569 | Time: 4728.27 ms
[2021-05-17 16:19:31 main:574] : INFO : Epoch 1859 | loss: 0.031132 | val_loss: 0.0311552 | Time: 4927.6 ms
[2021-05-17 16:19:36 main:574] : INFO : Epoch 1860 | loss: 0.0311322 | val_loss: 0.0311661 | Time: 4944.54 ms
[2021-05-17 16:19:41 main:574] : INFO : Epoch 1861 | loss: 0.0311311 | val_loss: 0.0311579 | Time: 4530.15 ms
[2021-05-17 16:19:46 main:574] : INFO : Epoch 1862 | loss: 0.0311342 | val_loss: 0.0311551 | Time: 4843.72 ms
[2021-05-17 16:19:51 main:574] : INFO : Epoch 1863 | loss: 0.0311319 | val_loss: 0.0311562 | Time: 4554 ms
[2021-05-17 16:19:55 main:574] : INFO : Epoch 1864 | loss: 0.0311343 | val_loss: 0.0311698 | Time: 4681.72 ms
[2021-05-17 16:20:00 main:574] : INFO : Epoch 1865 | loss: 0.0311367 | val_loss: 0.0311605 | Time: 4907.13 ms
[2021-05-17 16:20:05 main:574] : INFO : Epoch 1866 | loss: 0.0311334 | val_loss: 0.0311564 | Time: 4980.49 ms
[2021-05-17 16:20:10 main:574] : INFO : Epoch 1867 | loss: 0.0311341 | val_loss: 0.0311604 | Time: 4724.5 ms
[2021-05-17 16:20:15 main:574] : INFO : Epoch 1868 | loss: 0.0311281 | val_loss: 0.0311564 | Time: 4525.81 ms
[2021-05-17 16:20:20 main:574] : INFO : Epoch 1869 | loss: 0.0311277 | val_loss: 0.0311567 | Time: 5375.26 ms
[2021-05-17 16:20:25 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 4833.85 ms
[2021-05-17 16:20:30 main:574] : INFO : Epoch 1871 | loss: 0.031149 | val_loss: 0.0311608 | Time: 5064.89 ms
[2021-05-17 16:20:35 main:574] : INFO : Epoch 1872 | loss: 0.0311454 | val_loss: 0.0311601 | Time: 5153.87 ms
[2021-05-17 16:20:41 main:574] : INFO : Epoch 1873 | loss: 0.0311426 | val_loss: 0.0311582 | Time: 5132.99 ms
[2021-05-17 16:20:46 main:574] : INFO : Epoch 1874 | loss: 0.0311382 | val_loss: 0.0311564 | Time: 5048.73 ms
[2021-05-17 16:20:51 main:574] : INFO : Epoch 1875 | loss: 0.0311366 | val_loss: 0.031158 | Time: 5055.56 ms
[2021-05-17 16:20:55 main:574] : INFO : Epoch 1876 | loss: 0.0311376 | val_loss: 0.031161 | Time: 4523.66 ms
[2021-05-17 16:21:00 main:574] : INFO : Epoch 1877 | loss: 0.0311336 | val_loss: 0.0311592 | Time: 4725.77 ms
[2021-05-17 16:21:05 main:574] : INFO : Epoch 1878 | loss: 0.0311325 | val_loss: 0.0311593 | Time: 4352.69 ms
[2021-05-17 16:21:10 main:574] : INFO : Epoch 1879 | loss: 0.0311328 | val_loss: 0.03116 | Time: 4998.78 ms
[2021-05-17 16:21:15 main:574] : INFO : Epoch 1880 | loss: 0.0311323 | val_loss: 0.0311584 | Time: 4674.04 ms
[2021-05-17 16:21:19 main:574] : INFO : Epoch 1881 | loss: 0.0311304 | val_loss: 0.0311616 | Time: 4657.42 ms
[2021-05-17 16:21:24 main:574] : INFO : Epoch 1882 | loss: 0.0311325 | val_loss: 0.0311563 | Time: 4756.58 ms
[2021-05-17 16:21:29 main:574] : INFO : Epoch 1883 | loss: 0.0311308 | val_loss: 0.031171 | Time: 4785.58 ms
[2021-05-17 16:21:34 main:574] : INFO : Epoch 1884 | loss: 0.0311301 | val_loss: 0.0311598 | Time: 4863.56 ms
[2021-05-17 16:21:38 main:574] : INFO : Epoch 1885 | loss: 0.0311305 | val_loss: 0.0311588 | Time: 4512.75 ms
[2021-05-17 16:21:44 main:574] : INFO : Epoch 1886 | loss: 0.0311289 | val_loss: 0.0311624 | Time: 5168.61 ms
[2021-05-17 16:21:48 main:574] : INFO : Epoch 1887 | loss: 0.0311303 | val_loss: 0.031163 | Time: 4561.15 ms
[2021-05-17 16:21:53 main:574] : INFO : Epoch 1888 | loss: 0.0311344 | val_loss: 0.0311589 | Time: 4508.29 ms
[2021-05-17 16:21:58 main:574] : INFO : Epoch 1889 | loss: 0.0311379 | val_loss: 0.0311586 | Time: 4852.76 ms
[2021-05-17 16:22:03 main:574] : INFO : Epoch 1890 | loss: 0.0311357 | val_loss: 0.0311569 | Time: 4652.35 ms
[2021-05-17 16:22:08 main:574] : INFO : Epoch 1891 | loss: 0.0311337 | val_loss: 0.0311644 | Time: 4992.28 ms
[2021-05-17 16:22:12 main:574] : INFO : Epoch 1892 | loss: 0.0311344 | val_loss: 0.0311689 | Time: 4547.52 ms
[2021-05-17 16:22:17 main:574] : INFO : Epoch 1893 | loss: 0.031133 | val_loss: 0.0311603 | Time: 4795.87 ms
[2021-05-17 16:22:22 main:574] : INFO : Epoch 1894 | loss: 0.0311316 | val_loss: 0.031158 | Time: 4808.93 ms
[2021-05-17 16:22:27 main:574] : INFO : Epoch 1895 | loss: 0.0311325 | val_loss: 0.0311569 | Time: 4875.45 ms
[2021-05-17 16:22:32 main:574] : INFO : Epoch 1896 | loss: 0.0311289 | val_loss: 0.0311581 | Time: 5034.88 ms
[2021-05-17 16:22:37 main:574] : INFO : Epoch 1897 | loss: 0.0311276 | val_loss: 0.0311585 | Time: 4894.93 ms
[2021-05-17 16:22:42 main:574] : INFO : Epoch 1898 | loss: 0.0311274 | val_loss: 0.0311615 | Time: 4823.02 ms
[2021-05-17 16:22:46 main:574] : INFO : Epoch 1899 | loss: 0.0311285 | val_loss: 0.0311548 | Time: 4563.75 ms
[2021-05-17 16:22:51 main:574] : INFO : Epoch 1900 | loss: 0.0311267 | val_loss: 0.0311606 | Time: 5038.93 ms
[2021-05-17 16:22:56 main:574] : INFO : Epoch 1901 | loss: 0.0311255 | val_loss: 0.0311601 | Time: 4827.28 ms
[2021-05-17 16:23:01 main:574] : INFO : Epoch 1902 | loss: 0.0311293 | val_loss: 0.0311596 | Time: 4590.71 ms
[2021-05-17 16:23:05 main:574] : INFO : Epoch 1903 | loss: 0.0311267 | val_loss: 0.0311596 | Time: 4409 ms
[2021-05-17 16:23:10 main:574] : INFO : Epoch 1904 | loss: 0.0311248 | val_loss: 0.0311544 | Time: 4788.28 ms
[2021-05-17 16:23:15 main:574] : INFO : Epoch 1905 | loss: 0.0311248 | val_loss: 0.0311578 | Time: 4848.21 ms
[2021-05-17 16:23:20 main:574] : INFO : Epoch 1906 | loss: 0.031126 | val_loss: 0.0311566 | Time: 4945.79 ms
[2021-05-17 16:23:25 main:574] : INFO : Epoch 1907 | loss: 0.031121 | val_loss: 0.0311583 | Time: 4704.32 ms
[2021-05-17 16:23:30 main:574] : INFO : Epoch 1908 | loss: 0.0311259 | val_loss: 0.031163 | Time: 4754.21 ms
[2021-05-17 16:23:34 main:574] : INFO : Epoch 1909 | loss: 0.0311404 | val_loss: 0.0311853 | Time: 4594.79 ms
[2021-05-17 16:23:39 main:574] : INFO : Epoch 1910 | loss: 0.0313121 | val_loss: 0.0408394 | Time: 4732.64 ms
[2021-05-17 16:23:44 main:574] : INFO : Epoch 1911 | loss: 0.0410741 | val_loss: 0.0321635 | Time: 4701.34 ms
[2021-05-17 16:23:49 main:574] : INFO : Epoch 1912 | loss: 0.0325538 | val_loss: 0.031407 | Time: 4653.52 ms
[2021-05-17 16:23:53 main:574] : INFO : Epoch 1913 | loss: 0.0314545 | val_loss: 0.0312788 | Time: 4666.87 ms
[2021-05-17 16:23:58 main:574] : INFO : Epoch 1914 | loss: 0.0312741 | val_loss: 0.0312562 | Time: 4648.21 ms
[2021-05-17 16:24:03 main:574] : INFO : Epoch 1915 | loss: 0.0312448 | val_loss: 0.0312372 | Time: 4910.85 ms
[2021-05-17 16:24:08 main:574] : INFO : Epoch 1916 | loss: 0.0312386 | val_loss: 0.031235 | Time: 4900.6 ms
[2021-05-17 16:24:13 main:574] : INFO : Epoch 1917 | loss: 0.0312373 | val_loss: 0.0312327 | Time: 4619.45 ms
[2021-05-17 16:24:18 main:574] : INFO : Epoch 1918 | loss: 0.0312352 | val_loss: 0.0312314 | Time: 4736.86 ms
[2021-05-17 16:24:22 main:574] : INFO : Epoch 1919 | loss: 0.0312342 | val_loss: 0.03123 | Time: 4626.96 ms
[2021-05-17 16:24:27 main:574] : INFO : Epoch 1920 | loss: 0.031233 | val_loss: 0.0312292 | Time: 4861.99 ms
[2021-05-17 16:24:32 main:574] : INFO : Epoch 1921 | loss: 0.0312323 | val_loss: 0.0312282 | Time: 4856.31 ms
[2021-05-17 16:24:37 main:574] : INFO : Epoch 1922 | loss: 0.0312316 | val_loss: 0.0312276 | Time: 4814.37 ms
[2021-05-17 16:24:42 main:574] : INFO : Epoch 1923 | loss: 0.0312308 | val_loss: 0.0312268 | Time: 4855.32 ms
[2021-05-17 16:24:47 main:574] : INFO : Epoch 1924 | loss: 0.0312302 | val_loss: 0.0312261 | Time: 5099.68 ms
[2021-05-17 16:24:52 main:574] : INFO : Epoch 1925 | loss: 0.0312295 | val_loss: 0.0312257 | Time: 5275.31 ms
[2021-05-17 16:24:57 main:574] : INFO : Epoch 1926 | loss: 0.0312293 | val_loss: 0.0312246 | Time: 4755.18 ms
[2021-05-17 16:25:02 main:574] : INFO : Epoch 1927 | loss: 0.0312284 | val_loss: 0.0312241 | Time: 4728.98 ms
[2021-05-17 16:25:07 main:574] : INFO : Epoch 1928 | loss: 0.0312271 | val_loss: 0.0312232 | Time: 4908.42 ms
[2021-05-17 16:25:12 main:574] : INFO : Epoch 1929 | loss: 0.0312251 | val_loss: 0.0312204 | Time: 4700.74 ms
[2021-05-17 16:25:17 main:574] : INFO : Epoch 1930 | loss: 0.0312241 | val_loss: 0.0312202 | Time: 4992.57 ms
[2021-05-17 16:25:21 main:574] : INFO : Epoch 1931 | loss: 0.0312216 | val_loss: 0.0312171 | Time: 4633.63 ms
[2021-05-17 16:25:26 main:574] : INFO : Epoch 1932 | loss: 0.0312208 | val_loss: 0.0312161 | Time: 4661.27 ms
[2021-05-17 16:25:31 main:574] : INFO : Epoch 1933 | loss: 0.0312194 | val_loss: 0.0312153 | Time: 4487.75 ms
[2021-05-17 16:25:36 main:574] : INFO : Epoch 1934 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 5045.46 ms
[2021-05-17 16:25:41 main:574] : INFO : Epoch 1935 | loss: 0.0312181 | val_loss: 0.0312132 | Time: 5073.51 ms
[2021-05-17 16:25:46 main:574] : INFO : Epoch 1936 | loss: 0.031216 | val_loss: 0.0312118 | Time: 4778.9 ms
[2021-05-17 16:25:51 main:574] : INFO : Epoch 1937 | loss: 0.0312158 | val_loss: 0.0312105 | Time: 4938.35 ms
[2021-05-17 16:25:55 main:574] : INFO : Epoch 1938 | loss: 0.0312152 | val_loss: 0.0312103 | Time: 4475.02 ms
[2021-05-17 16:26:00 main:574] : INFO : Epoch 1939 | loss: 0.0312149 | val_loss: 0.0312097 | Time: 4775.63 ms
[2021-05-17 16:26:05 main:574] : INFO : Epoch 1940 | loss: 0.0312138 | val_loss: 0.0312081 | Time: 4644.77 ms
[2021-05-17 16:26:10 main:574] : INFO : Epoch 1941 | loss: 0.0312123 | val_loss: 0.0312107 | Time: 5076.27 ms
[2021-05-17 16:26:15 main:574] : INFO : Epoch 1942 | loss: 0.0312115 | val_loss: 0.0312091 | Time: 4652.13 ms
[2021-05-17 16:26:20 main:574] : INFO : Epoch 1943 | loss: 0.0312126 | val_loss: 0.0312041 | Time: 5227.4 ms
[2021-05-17 16:26:25 main:574] : INFO : Epoch 1944 | loss: 0.031211 | val_loss: 0.0312029 | Time: 4782.97 ms
[2021-05-17 16:26:29 main:574] : INFO : Epoch 1945 | loss: 0.031208 | val_loss: 0.0312021 | Time: 4680.54 ms
[2021-05-17 16:26:34 main:574] : INFO : Epoch 1946 | loss: 0.0312072 | val_loss: 0.0312012 | Time: 4800.39 ms
[2021-05-17 16:26:40 main:574] : INFO : Epoch 1947 | loss: 0.0312066 | val_loss: 0.0312034 | Time: 5312.89 ms
[2021-05-17 16:26:44 main:574] : INFO : Epoch 1948 | loss: 0.0312066 | val_loss: 0.0311984 | Time: 4691.19 ms
[2021-05-17 16:26:49 main:574] : INFO : Epoch 1949 | loss: 0.0312053 | val_loss: 0.0311976 | Time: 4734 ms
[2021-05-17 16:26:54 main:574] : INFO : Epoch 1950 | loss: 0.0312023 | val_loss: 0.0311965 | Time: 4665.81 ms
[2021-05-17 16:26:59 main:574] : INFO : Epoch 1951 | loss: 0.0312003 | val_loss: 0.0312001 | Time: 4761.44 ms
[2021-05-17 16:27:04 main:574] : INFO : Epoch 1952 | loss: 0.0312004 | val_loss: 0.0311981 | Time: 4820.46 ms
[2021-05-17 16:27:08 main:574] : INFO : Epoch 1953 | loss: 0.0311979 | val_loss: 0.0311925 | Time: 4514.94 ms
[2021-05-17 16:27:13 main:574] : INFO : Epoch 1954 | loss: 0.0311987 | val_loss: 0.0311974 | Time: 4891.45 ms
[2021-05-17 16:27:18 main:574] : INFO : Epoch 1955 | loss: 0.0311997 | val_loss: 0.0311932 | Time: 4812.85 ms
[2021-05-17 16:27:23 main:574] : INFO : Epoch 1956 | loss: 0.0311957 | val_loss: 0.0311903 | Time: 5040.36 ms
[2021-05-17 16:27:28 main:574] : INFO : Epoch 1957 | loss: 0.0311953 | val_loss: 0.03119 | Time: 4910.81 ms
[2021-05-17 16:27:33 main:574] : INFO : Epoch 1958 | loss: 0.0311959 | val_loss: 0.0311925 | Time: 5281.8 ms
[2021-05-17 16:27:38 main:574] : INFO : Epoch 1959 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 4684.97 ms
[2021-05-17 16:27:43 main:574] : INFO : Epoch 1960 | loss: 0.0311906 | val_loss: 0.031188 | Time: 4902.36 ms
[2021-05-17 16:27:49 main:574] : INFO : Epoch 1961 | loss: 0.0311894 | val_loss: 0.0311889 | Time: 5425 ms
[2021-05-17 16:27:54 main:574] : INFO : Epoch 1962 | loss: 0.0311909 | val_loss: 0.0311882 | Time: 4855.83 ms
[2021-05-17 16:27:58 main:574] : INFO : Epoch 1963 | loss: 0.0311886 | val_loss: 0.0311864 | Time: 4747.71 ms
[2021-05-17 16:28:04 main:574] : INFO : Epoch 1964 | loss: 0.0311863 | val_loss: 0.0311849 | Time: 5167.91 ms
[2021-05-17 16:28:09 main:574] : INFO : Epoch 1965 | loss: 0.0311882 | val_loss: 0.0311867 | Time: 5003.42 ms
[2021-05-17 16:28:14 main:574] : INFO : Epoch 1966 | loss: 0.0311852 | val_loss: 0.0311839 | Time: 4761.57 ms
[2021-05-17 16:28:19 main:574] : INFO : Epoch 1967 | loss: 0.0311833 | val_loss: 0.0311879 | Time: 4849.78 ms
[2021-05-17 16:28:23 main:574] : INFO : Epoch 1968 | loss: 0.0311827 | val_loss: 0.0311798 | Time: 4694.82 ms
[2021-05-17 16:28:28 main:574] : INFO : Epoch 1969 | loss: 0.0311805 | val_loss: 0.03118 | Time: 4984.11 ms
[2021-05-17 16:28:33 main:574] : INFO : Epoch 1970 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 4284.2 ms
[2021-05-17 16:28:37 main:574] : INFO : Epoch 1971 | loss: 0.031178 | val_loss: 0.0311771 | Time: 4421.7 ms
[2021-05-17 16:28:42 main:574] : INFO : Epoch 1972 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 4929.82 ms
[2021-05-17 16:28:47 main:574] : INFO : Epoch 1973 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 5033.24 ms
[2021-05-17 16:28:52 main:574] : INFO : Epoch 1974 | loss: 0.0311788 | val_loss: 0.0311755 | Time: 5074.69 ms
[2021-05-17 16:28:57 main:574] : INFO : Epoch 1975 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 4819.99 ms
[2021-05-17 16:29:02 main:574] : INFO : Epoch 1976 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 4670.08 ms
[2021-05-17 16:29:07 main:574] : INFO : Epoch 1977 | loss: 0.0311753 | val_loss: 0.031175 | Time: 4927.59 ms
[2021-05-17 16:29:12 main:574] : INFO : Epoch 1978 | loss: 0.0311735 | val_loss: 0.0311852 | Time: 5060.96 ms
[2021-05-17 16:29:17 main:574] : INFO : Epoch 1979 | loss: 0.0311739 | val_loss: 0.0311725 | Time: 5039.43 ms
[2021-05-17 16:29:22 main:574] : INFO : Epoch 1980 | loss: 0.031171 | val_loss: 0.0311736 | Time: 5012.37 ms
[2021-05-17 16:29:27 main:574] : INFO : Epoch 1981 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 4583.43 ms
[2021-05-17 16:29:31 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311709 | Time: 4389.05 ms
[2021-05-17 16:29:36 main:574] : INFO : Epoch 1983 | loss: 0.0311702 | val_loss: 0.0311706 | Time: 4744.23 ms
[2021-05-17 16:29:41 main:574] : INFO : Epoch 1984 | loss: 0.0311731 | val_loss: 0.0311882 | Time: 4829.85 ms
[2021-05-17 16:29:46 main:574] : INFO : Epoch 1985 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 4627.49 ms
[2021-05-17 16:29:51 main:574] : INFO : Epoch 1986 | loss: 0.0311703 | val_loss: 0.0311862 | Time: 4929.44 ms
[2021-05-17 16:29:55 main:574] : INFO : Epoch 1987 | loss: 0.031173 | val_loss: 0.0311787 | Time: 4450.99 ms
[2021-05-17 16:30:00 main:574] : INFO : Epoch 1988 | loss: 0.0311692 | val_loss: 0.0311716 | Time: 5272.88 ms
[2021-05-17 16:30:06 main:574] : INFO : Epoch 1989 | loss: 0.0311667 | val_loss: 0.0311767 | Time: 5227.85 ms
[2021-05-17 16:30:10 main:574] : INFO : Epoch 1990 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 4533.21 ms
[2021-05-17 16:30:15 main:574] : INFO : Epoch 1991 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 4866.26 ms
[2021-05-17 16:30:20 main:574] : INFO : Epoch 1992 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 5026.71 ms
[2021-05-17 16:30:25 main:574] : INFO : Epoch 1993 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 4844.87 ms
[2021-05-17 16:30:30 main:574] : INFO : Epoch 1994 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 5116.89 ms
[2021-05-17 16:30:35 main:574] : INFO : Epoch 1995 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 4615.95 ms
[2021-05-17 16:30:40 main:574] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.031172 | Time: 4818.02 ms
[2021-05-17 16:30:45 main:574] : INFO : Epoch 1997 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 4769.29 ms
[2021-05-17 16:30:50 main:574] : INFO : Epoch 1998 | loss: 0.0311596 | val_loss: 0.0311748 | Time: 4765.92 ms
[2021-05-17 16:30:55 main:574] : INFO : Epoch 1999 | loss: 0.0311599 | val_loss: 0.031173 | Time: 5059.05 ms
[2021-05-17 16:31:00 main:574] : INFO : Epoch 2000 | loss: 0.0311596 | val_loss: 0.0311691 | Time: 4822.99 ms
[2021-05-17 16:31:04 main:574] : INFO : Epoch 2001 | loss: 0.0311577 | val_loss: 0.0311733 | Time: 4714.4 ms
[2021-05-17 16:31:10 main:574] : INFO : Epoch 2002 | loss: 0.0311613 | val_loss: 0.0311832 | Time: 5201.04 ms
[2021-05-17 16:31:14 main:574] : INFO : Epoch 2003 | loss: 0.0311643 | val_loss: 0.0311764 | Time: 4513.79 ms
[2021-05-17 16:31:19 main:574] : INFO : Epoch 2004 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 5267 ms
[2021-05-17 16:31:24 main:574] : INFO : Epoch 2005 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 4661.79 ms
[2021-05-17 16:31:29 main:574] : INFO : Epoch 2006 | loss: 0.0311565 | val_loss: 0.0311836 | Time: 4682.2 ms
[2021-05-17 16:31:34 main:574] : INFO : Epoch 2007 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 4672.05 ms
[2021-05-17 16:31:38 main:574] : INFO : Epoch 2008 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 4149.25 ms
[2021-05-17 16:31:43 main:574] : INFO : Epoch 2009 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 4732.95 ms
[2021-05-17 16:31:47 main:574] : INFO : Epoch 2010 | loss: 0.0311596 | val_loss: 0.0311742 | Time: 4803.44 ms
[2021-05-17 16:31:52 main:574] : INFO : Epoch 2011 | loss: 0.0311559 | val_loss: 0.0311679 | Time: 4899.29 ms
[2021-05-17 16:31:57 main:574] : INFO : Epoch 2012 | loss: 0.031155 | val_loss: 0.0311709 | Time: 4579.24 ms
[2021-05-17 16:32:01 main:574] : INFO : Epoch 2013 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 4280.89 ms
[2021-05-17 16:32:06 main:574] : INFO : Epoch 2014 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 4939.9 ms
[2021-05-17 16:32:11 main:574] : INFO : Epoch 2015 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 4996.3 ms
[2021-05-17 16:32:16 main:574] : INFO : Epoch 2016 | loss: 0.0311528 | val_loss: 0.0311718 | Time: 4985.19 ms
[2021-05-17 16:32:21 main:574] : INFO : Epoch 2017 | loss: 0.0311526 | val_loss: 0.0311694 | Time: 4890.68 ms
[2021-05-17 16:32:27 main:574] : INFO : Epoch 2018 | loss: 0.0311517 | val_loss: 0.0311671 | Time: 5118.28 ms
[2021-05-17 16:32:31 main:574] : INFO : Epoch 2019 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 4772.87 ms
[2021-05-17 16:32:37 main:574] : INFO : Epoch 2020 | loss: 0.0311509 | val_loss: 0.0311701 | Time: 5031.32 ms
[2021-05-17 16:32:41 main:574] : INFO : Epoch 2021 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 4826.43 ms
[2021-05-17 16:32:46 main:574] : INFO : Epoch 2022 | loss: 0.0311507 | val_loss: 0.0311706 | Time: 4878.09 ms
[2021-05-17 16:32:51 main:574] : INFO : Epoch 2023 | loss: 0.0311509 | val_loss: 0.0311694 | Time: 4898.94 ms
[2021-05-17 16:32:56 main:574] : INFO : Epoch 2024 | loss: 0.031149 | val_loss: 0.0311703 | Time: 4760.31 ms
[2021-05-17 16:33:01 main:574] : INFO : Epoch 2025 | loss: 0.0311482 | val_loss: 0.0311698 | Time: 4649.37 ms
[2021-05-17 16:33:06 main:574] : INFO : Epoch 2026 | loss: 0.0311485 | val_loss: 0.0311703 | Time: 4735.43 ms
[2021-05-17 16:33:11 main:574] : INFO : Epoch 2027 | loss: 0.031148 | val_loss: 0.0311698 | Time: 4636.16 ms
[2021-05-17 16:33:15 main:574] : INFO : Epoch 2028 | loss: 0.031151 | val_loss: 0.0311713 | Time: 4693.39 ms
[2021-05-17 16:33:20 main:574] : INFO : Epoch 2029 | loss: 0.0311503 | val_loss: 0.0311705 | Time: 4687.29 ms
[2021-05-17 16:33:25 main:574] : INFO : Epoch 2030 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 4754.84 ms
[2021-05-17 16:33:30 main:574] : INFO : Epoch 2031 | loss: 0.0311481 | val_loss: 0.031169 | Time: 4928.38 ms
[2021-05-17 16:33:35 main:574] : INFO : Epoch 2032 | loss: 0.0311485 | val_loss: 0.0311735 | Time: 4640.82 ms
[2021-05-17 16:33:39 main:574] : INFO : Epoch 2033 | loss: 0.0311488 | val_loss: 0.0311665 | Time: 4778.79 ms
[2021-05-17 16:33:44 main:574] : INFO : Epoch 2034 | loss: 0.031148 | val_loss: 0.0311651 | Time: 4541.26 ms
[2021-05-17 16:33:49 main:574] : INFO : Epoch 2035 | loss: 0.0311494 | val_loss: 0.0311686 | Time: 4872.01 ms
[2021-05-17 16:33:54 main:574] : INFO : Epoch 2036 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 4585.33 ms
[2021-05-17 16:33:58 main:574] : INFO : Epoch 2037 | loss: 0.0311505 | val_loss: 0.0311747 | Time: 4591.75 ms
[2021-05-17 16:34:03 main:574] : INFO : Epoch 2038 | loss: 0.0311525 | val_loss: 0.0311709 | Time: 4964.59 ms
[2021-05-17 16:34:08 main:574] : INFO : Epoch 2039 | loss: 0.0311518 | val_loss: 0.0311684 | Time: 4677.38 ms
[2021-05-17 16:34:13 main:574] : INFO : Epoch 2040 | loss: 0.0311599 | val_loss: 0.0311638 | Time: 5177.93 ms
[2021-05-17 16:34:18 main:574] : INFO : Epoch 2041 | loss: 0.0311547 | val_loss: 0.0311662 | Time: 5183.58 ms
[2021-05-17 16:34:23 main:574] : INFO : Epoch 2042 | loss: 0.0311506 | val_loss: 0.0311686 | Time: 4606.19 ms
[2021-05-17 16:34:28 main:574] : INFO : Epoch 2043 | loss: 0.0311482 | val_loss: 0.031164 | Time: 4518.66 ms
[2021-05-17 16:34:33 main:574] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311637 | Time: 5035.26 ms
[2021-05-17 16:34:37 main:574] : INFO : Epoch 2045 | loss: 0.0311449 | val_loss: 0.0311642 | Time: 4672.12 ms
[2021-05-17 16:34:42 main:574] : INFO : Epoch 2046 | loss: 0.0311441 | val_loss: 0.0311662 | Time: 4619.14 ms
[2021-05-17 16:34:47 main:574] : INFO : Epoch 2047 | loss: 0.031144 | val_loss: 0.0311694 | Time: 4602.02 ms
[2021-05-17 16:34:52 main:574] : INFO : Epoch 2048 | loss: 0.0311475 | val_loss: 0.0311698 | Time: 4923.36 ms
[2021-05-17 16:34:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311698
[2021-05-17 16:34:52 main:603] : INFO : Saving end state to config to file
[2021-05-17 16:34:52 main:608] : INFO : Success, exiting..
16:34:52 (10752): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)