Task 5176779
| Name | ParityModified-1619236355-15858-1_1 |
| Workunit | 3083901 |
| Created | 11 May 2021, 14:12:04 UTC |
| Sent | 11 May 2021, 18:56:26 UTC |
| Report deadline | 18 May 2021, 18:56:26 UTC |
| Received | 11 May 2021, 22:46:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 46 min 28 sec |
| CPU time | 2 hours 38 min 34 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 | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.031159 | val_loss: 0.0311782 | Time: 4681.33 ms [2021-05-11 17:04:30 main:574] : INFO : Epoch 1543 | loss: 0.0311552 | val_loss: 0.0311842 | Time: 4798.25 ms [2021-05-11 17:04:35 main:574] : INFO : Epoch 1544 | loss: 0.0311583 | val_loss: 0.0312023 | Time: 4861.84 ms [2021-05-11 17:04:39 main:574] : INFO : Epoch 1545 | loss: 0.0311659 | val_loss: 0.0311924 | Time: 4767.43 ms [2021-05-11 17:04:44 main:574] : INFO : Epoch 1546 | loss: 0.0311586 | val_loss: 0.0311792 | Time: 4673.13 ms [2021-05-11 17:04:49 main:574] : INFO : Epoch 1547 | loss: 0.031156 | val_loss: 0.0311807 | Time: 4693.92 ms [2021-05-11 17:04:54 main:574] : INFO : Epoch 1548 | loss: 0.0311528 | val_loss: 0.031182 | Time: 4963.03 ms [2021-05-11 17:04:59 main:574] : INFO : Epoch 1549 | loss: 0.0311566 | val_loss: 0.0311843 | Time: 4686.61 ms [2021-05-11 17:05:03 main:574] : INFO : Epoch 1550 | loss: 0.0311564 | val_loss: 0.0311829 | Time: 4718.63 ms [2021-05-11 17:05:08 main:574] : INFO : Epoch 1551 | loss: 0.0311547 | val_loss: 0.0311857 | Time: 4611.42 ms [2021-05-11 17:05:13 main:574] : INFO : Epoch 1552 | loss: 0.0311568 | val_loss: 0.0311861 | Time: 4610.29 ms [2021-05-11 17:05:17 main:574] : INFO : Epoch 1553 | loss: 0.0311585 | val_loss: 0.0311902 | Time: 4707.25 ms [2021-05-11 17:05:22 main:574] : INFO : Epoch 1554 | loss: 0.0311561 | val_loss: 0.031183 | Time: 4956.15 ms [2021-05-11 17:05:27 main:574] : INFO : Epoch 1555 | loss: 0.0311591 | val_loss: 0.0311836 | Time: 4744.24 ms [2021-05-11 17:05:32 main:574] : INFO : Epoch 1556 | loss: 0.0311567 | val_loss: 0.0311851 | Time: 4717.06 ms [2021-05-11 17:05:37 main:574] : INFO : Epoch 1557 | loss: 0.031164 | val_loss: 0.0311883 | Time: 4836.95 ms [2021-05-11 17:05:42 main:574] : INFO : Epoch 1558 | loss: 0.031158 | val_loss: 0.0311883 | Time: 4735.97 ms [2021-05-11 17:05:46 main:574] : INFO : Epoch 1559 | loss: 0.0311624 | val_loss: 0.0311929 | Time: 4749.7 ms [2021-05-11 17:05:51 main:574] : INFO : Epoch 1560 | loss: 0.0311593 | val_loss: 0.0311866 | Time: 4885.55 ms [2021-05-11 17:05:56 main:574] : INFO : Epoch 1561 | loss: 0.0311572 | val_loss: 0.0311924 | Time: 4751.2 ms [2021-05-11 17:06:01 main:574] : INFO : Epoch 1562 | loss: 0.0311589 | val_loss: 0.0311889 | Time: 4715.34 ms [2021-05-11 17:06:06 main:574] : INFO : Epoch 1563 | loss: 0.0311591 | val_loss: 0.0311812 | Time: 4802.17 ms [2021-05-11 17:06:11 main:574] : INFO : Epoch 1564 | loss: 0.0311547 | val_loss: 0.0311789 | Time: 4776.72 ms [2021-05-11 17:06:16 main:574] : INFO : Epoch 1565 | loss: 0.0311551 | val_loss: 0.0311872 | Time: 4872.07 ms [2021-05-11 17:06:21 main:574] : INFO : Epoch 1566 | loss: 0.0311565 | val_loss: 0.031184 | Time: 4765.85 ms [2021-05-11 17:06:25 main:574] : INFO : Epoch 1567 | loss: 0.0311533 | val_loss: 0.0311818 | Time: 4765.37 ms [2021-05-11 17:06:30 main:574] : INFO : Epoch 1568 | loss: 0.0311503 | val_loss: 0.0311826 | Time: 4872.99 ms [2021-05-11 17:06:35 main:574] : INFO : Epoch 1569 | loss: 0.0311546 | val_loss: 0.0311804 | Time: 4729.82 ms [2021-05-11 17:06:40 main:574] : INFO : Epoch 1570 | loss: 0.031153 | val_loss: 0.0311901 | Time: 4824.43 ms [2021-05-11 17:06:45 main:574] : INFO : Epoch 1571 | loss: 0.0311529 | val_loss: 0.0311802 | Time: 4844.38 ms [2021-05-11 17:06:50 main:574] : INFO : Epoch 1572 | loss: 0.031157 | val_loss: 0.0311894 | Time: 4954.38 ms [2021-05-11 17:06:55 main:574] : INFO : Epoch 1573 | loss: 0.0311575 | val_loss: 0.0311799 | Time: 4863.38 ms [2021-05-11 17:07:00 main:574] : INFO : Epoch 1574 | loss: 0.0311582 | val_loss: 0.0311902 | Time: 4741.32 ms [2021-05-11 17:07:05 main:574] : INFO : Epoch 1575 | loss: 0.0311632 | val_loss: 0.0311782 | Time: 4943.56 ms [2021-05-11 17:07:09 main:574] : INFO : Epoch 1576 | loss: 0.0311557 | val_loss: 0.031182 | Time: 4691.12 ms [2021-05-11 17:07:14 main:574] : INFO : Epoch 1577 | loss: 0.0311611 | val_loss: 0.0311851 | Time: 4844.13 ms [2021-05-11 17:07:19 main:574] : INFO : Epoch 1578 | loss: 0.0311545 | val_loss: 0.0311847 | Time: 4756.03 ms [2021-05-11 17:07:24 main:574] : INFO : Epoch 1579 | loss: 0.0311539 | val_loss: 0.0311847 | Time: 4898.52 ms [2021-05-11 17:07:29 main:574] : INFO : Epoch 1580 | loss: 0.0311558 | val_loss: 0.0311837 | Time: 4852.15 ms [2021-05-11 17:07:34 main:574] : INFO : Epoch 1581 | loss: 0.0311633 | val_loss: 0.0311771 | Time: 4872.26 ms [2021-05-11 17:07:39 main:574] : INFO : Epoch 1582 | loss: 0.0311579 | val_loss: 0.0311838 | Time: 4745.28 ms [2021-05-11 17:07:44 main:574] : INFO : Epoch 1583 | loss: 0.0311541 | val_loss: 0.0311789 | Time: 4675.52 ms [2021-05-11 17:07:49 main:574] : INFO : Epoch 1584 | loss: 0.031152 | val_loss: 0.0311834 | Time: 4794.55 ms [2021-05-11 17:07:53 main:574] : INFO : Epoch 1585 | loss: 0.0311508 | val_loss: 0.0311804 | Time: 4744.24 ms [2021-05-11 17:07:58 main:574] : INFO : Epoch 1586 | loss: 0.0311515 | val_loss: 0.0311837 | Time: 4952.59 ms [2021-05-11 17:08:03 main:574] : INFO : Epoch 1587 | loss: 0.0311495 | val_loss: 0.0311857 | Time: 4842.87 ms [2021-05-11 17:08:08 main:574] : INFO : Epoch 1588 | loss: 0.0311518 | val_loss: 0.0311833 | Time: 4928 ms [2021-05-11 17:08:13 main:574] : INFO : Epoch 1589 | loss: 0.031153 | val_loss: 0.0311831 | Time: 4810.1 ms [2021-05-11 17:08:18 main:574] : INFO : Epoch 1590 | loss: 0.031158 | val_loss: 0.0311819 | Time: 4897.95 ms [2021-05-11 17:08:23 main:574] : INFO : Epoch 1591 | loss: 0.0311575 | val_loss: 0.0312014 | Time: 4881.95 ms [2021-05-11 17:08:28 main:574] : INFO : Epoch 1592 | loss: 0.0311578 | val_loss: 0.0311848 | Time: 4962.16 ms [2021-05-11 17:08:33 main:574] : INFO : Epoch 1593 | loss: 0.0311547 | val_loss: 0.031179 | Time: 4985.42 ms [2021-05-11 17:08:38 main:574] : INFO : Epoch 1594 | loss: 0.0311537 | val_loss: 0.0311901 | Time: 4949.27 ms [2021-05-11 17:08:43 main:574] : INFO : Epoch 1595 | loss: 0.0311562 | val_loss: 0.0311813 | Time: 4989.24 ms [2021-05-11 17:08:48 main:574] : INFO : Epoch 1596 | loss: 0.0311561 | val_loss: 0.0311857 | Time: 4819.7 ms [2021-05-11 17:08:53 main:574] : INFO : Epoch 1597 | loss: 0.0311558 | val_loss: 0.031181 | Time: 4854.78 ms [2021-05-11 17:08:58 main:574] : INFO : Epoch 1598 | loss: 0.0311537 | val_loss: 0.0311771 | Time: 4887.03 ms [2021-05-11 17:09:03 main:574] : INFO : Epoch 1599 | loss: 0.0311521 | val_loss: 0.0311791 | Time: 5044.17 ms [2021-05-11 17:09:08 main:574] : INFO : Epoch 1600 | loss: 0.0311521 | val_loss: 0.0311879 | Time: 4830.11 ms [2021-05-11 17:09:13 main:574] : INFO : Epoch 1601 | loss: 0.0311536 | val_loss: 0.0311816 | Time: 4852.43 ms [2021-05-11 17:09:18 main:574] : INFO : Epoch 1602 | loss: 0.0311528 | val_loss: 0.0311864 | Time: 4842.56 ms [2021-05-11 17:09:23 main:574] : INFO : Epoch 1603 | loss: 0.0311551 | val_loss: 0.0311844 | Time: 4726.65 ms [2021-05-11 17:09:28 main:574] : INFO : Epoch 1604 | loss: 0.0311525 | val_loss: 0.0311757 | Time: 4910.69 ms [2021-05-11 17:09:33 main:574] : INFO : Epoch 1605 | loss: 0.0311499 | val_loss: 0.0311791 | Time: 4669.7 ms [2021-05-11 17:09:37 main:574] : INFO : Epoch 1606 | loss: 0.0311538 | val_loss: 0.031179 | Time: 4692.04 ms [2021-05-11 17:09:42 main:574] : INFO : Epoch 1607 | loss: 0.0311546 | val_loss: 0.0311889 | Time: 4902.17 ms [2021-05-11 17:09:47 main:574] : INFO : Epoch 1608 | loss: 0.0311612 | val_loss: 0.0311877 | Time: 4674.41 ms [2021-05-11 17:09:52 main:574] : INFO : Epoch 1609 | loss: 0.0311576 | val_loss: 0.0311862 | Time: 4782.05 ms [2021-05-11 17:09:57 main:574] : INFO : Epoch 1610 | loss: 0.0311545 | val_loss: 0.0312049 | Time: 4730.91 ms [2021-05-11 17:10:02 main:574] : INFO : Epoch 1611 | loss: 0.0311574 | val_loss: 0.0311846 | Time: 4833.01 ms [2021-05-11 17:10:06 main:574] : INFO : Epoch 1612 | loss: 0.0311544 | val_loss: 0.0311819 | Time: 4774.27 ms [2021-05-11 17:10:11 main:574] : INFO : Epoch 1613 | loss: 0.0311503 | val_loss: 0.0311847 | Time: 4832.33 ms [2021-05-11 17:10:16 main:574] : INFO : Epoch 1614 | loss: 0.0311496 | val_loss: 0.031183 | Time: 4729.1 ms [2021-05-11 17:10:21 main:574] : INFO : Epoch 1615 | loss: 0.0311505 | val_loss: 0.0311796 | Time: 4893.18 ms [2021-05-11 17:10:26 main:574] : INFO : Epoch 1616 | loss: 0.0311518 | val_loss: 0.031182 | Time: 4757.97 ms [2021-05-11 17:10:31 main:574] : INFO : Epoch 1617 | loss: 0.0311521 | val_loss: 0.0311938 | Time: 4973.89 ms [2021-05-11 17:10:36 main:574] : INFO : Epoch 1618 | loss: 0.0311582 | val_loss: 0.0311816 | Time: 4658.25 ms [2021-05-11 17:10:40 main:574] : INFO : Epoch 1619 | loss: 0.0311505 | val_loss: 0.0311823 | Time: 4847.31 ms [2021-05-11 17:10:45 main:574] : INFO : Epoch 1620 | loss: 0.0311504 | val_loss: 0.0311818 | Time: 4865.89 ms [2021-05-11 17:10:50 main:574] : INFO : Epoch 1621 | loss: 0.0311544 | val_loss: 0.0311878 | Time: 4741.14 ms [2021-05-11 17:10:55 main:574] : INFO : Epoch 1622 | loss: 0.0311525 | val_loss: 0.0311785 | Time: 5050.54 ms [2021-05-11 17:11:01 main:574] : INFO : Epoch 1623 | loss: 0.0311515 | val_loss: 0.0311847 | Time: 5277.85 ms [2021-05-11 17:11:05 main:574] : INFO : Epoch 1624 | loss: 0.0311589 | val_loss: 0.0311852 | Time: 4710.21 ms [2021-05-11 17:11:10 main:574] : INFO : Epoch 1625 | loss: 0.0311569 | val_loss: 0.0311832 | Time: 4749.74 ms [2021-05-11 17:11:15 main:574] : INFO : Epoch 1626 | loss: 0.0311545 | val_loss: 0.0311799 | Time: 4900.2 ms [2021-05-11 17:11:20 main:574] : INFO : Epoch 1627 | loss: 0.0311541 | val_loss: 0.031178 | Time: 4772.94 ms [2021-05-11 17:11:25 main:574] : INFO : Epoch 1628 | loss: 0.0311508 | val_loss: 0.0311824 | Time: 4771.97 ms [2021-05-11 17:11:29 main:574] : INFO : Epoch 1629 | loss: 0.0311533 | val_loss: 0.0311807 | Time: 4670.86 ms [2021-05-11 17:11:34 main:574] : INFO : Epoch 1630 | loss: 0.0311516 | val_loss: 0.0311843 | Time: 4743.56 ms [2021-05-11 17:11:39 main:574] : INFO : Epoch 1631 | loss: 0.0311498 | val_loss: 0.0311848 | Time: 4788.47 ms [2021-05-11 17:11:44 main:574] : INFO : Epoch 1632 | loss: 0.0311506 | val_loss: 0.0311828 | Time: 4782 ms [2021-05-11 17:11:49 main:574] : INFO : Epoch 1633 | loss: 0.03115 | val_loss: 0.0311842 | Time: 4858.16 ms [2021-05-11 17:11:54 main:574] : INFO : Epoch 1634 | loss: 0.0311484 | val_loss: 0.0311784 | Time: 4714.04 ms [2021-05-11 17:11:58 main:574] : INFO : Epoch 1635 | loss: 0.0311482 | val_loss: 0.0311853 | Time: 4795.77 ms [2021-05-11 17:12:03 main:574] : INFO : Epoch 1636 | loss: 0.0311507 | val_loss: 0.0311787 | Time: 4790.1 ms [2021-05-11 17:12:08 main:574] : INFO : Epoch 1637 | loss: 0.0311485 | val_loss: 0.0311827 | Time: 4891.11 ms [2021-05-11 17:12:13 main:574] : INFO : Epoch 1638 | loss: 0.0311479 | val_loss: 0.0311802 | Time: 4584.41 ms [2021-05-11 17:12:18 main:574] : INFO : Epoch 1639 | loss: 0.0311517 | val_loss: 0.0311851 | Time: 4739.77 ms [2021-05-11 17:12:23 main:574] : INFO : Epoch 1640 | loss: 0.0311554 | val_loss: 0.0311881 | Time: 4863.44 ms [2021-05-11 17:12:27 main:574] : INFO : Epoch 1641 | loss: 0.0311584 | val_loss: 0.0311837 | Time: 4676.07 ms [2021-05-11 17:12:32 main:574] : INFO : Epoch 1642 | loss: 0.0311508 | val_loss: 0.0311796 | Time: 4726.97 ms [2021-05-11 17:12:37 main:574] : INFO : Epoch 1643 | loss: 0.0311491 | val_loss: 0.0311857 | Time: 4875.11 ms [2021-05-11 17:12:42 main:574] : INFO : Epoch 1644 | loss: 0.0311515 | val_loss: 0.0311872 | Time: 4818.93 ms [2021-05-11 17:12:47 main:574] : INFO : Epoch 1645 | loss: 0.0311504 | val_loss: 0.0311841 | Time: 4777.39 ms [2021-05-11 17:12:52 main:574] : INFO : Epoch 1646 | loss: 0.0311503 | val_loss: 0.0311776 | Time: 4771.29 ms [2021-05-11 17:12:56 main:574] : INFO : Epoch 1647 | loss: 0.0311534 | val_loss: 0.0311816 | Time: 4705.14 ms [2021-05-11 17:13:01 main:574] : INFO : Epoch 1648 | loss: 0.0311534 | val_loss: 0.0311893 | Time: 4731.69 ms [2021-05-11 17:13:06 main:574] : INFO : Epoch 1649 | loss: 0.0311512 | val_loss: 0.0311837 | Time: 4760.21 ms [2021-05-11 17:13:11 main:574] : INFO : Epoch 1650 | loss: 0.0311581 | val_loss: 0.0311861 | Time: 4703.11 ms [2021-05-11 17:13:16 main:574] : INFO : Epoch 1651 | loss: 0.0311473 | val_loss: 0.0311787 | Time: 4803.07 ms [2021-05-11 17:13:21 main:574] : INFO : Epoch 1652 | loss: 0.0311457 | val_loss: 0.031179 | Time: 4883.55 ms [2021-05-11 17:13:25 main:574] : INFO : Epoch 1653 | loss: 0.0311457 | val_loss: 0.0311846 | Time: 4716.94 ms [2021-05-11 17:13:30 main:574] : INFO : Epoch 1654 | loss: 0.0311477 | val_loss: 0.0311798 | Time: 4817.23 ms [2021-05-11 17:13:35 main:574] : INFO : Epoch 1655 | loss: 0.0311482 | val_loss: 0.0311835 | Time: 4958.05 ms [2021-05-11 17:13:40 main:574] : INFO : Epoch 1656 | loss: 0.0311576 | val_loss: 0.0312033 | Time: 4965.69 ms [2021-05-11 17:13:45 main:574] : INFO : Epoch 1657 | loss: 0.159234 | val_loss: 0.163406 | Time: 4767.09 ms [2021-05-11 17:13:50 main:574] : INFO : Epoch 1658 | loss: 0.0860486 | val_loss: 0.0354709 | Time: 4910.75 ms [2021-05-11 17:13:55 main:574] : INFO : Epoch 1659 | loss: 0.0344001 | val_loss: 0.0327439 | Time: 4744.62 ms [2021-05-11 17:14:00 main:574] : INFO : Epoch 1660 | loss: 0.0319854 | val_loss: 0.0313826 | Time: 4832.36 ms [2021-05-11 17:14:05 main:574] : INFO : Epoch 1661 | loss: 0.0314149 | val_loss: 0.0313545 | Time: 4727.93 ms [2021-05-11 17:14:10 main:574] : INFO : Epoch 1662 | loss: 0.0313005 | val_loss: 0.0312675 | Time: 4890.96 ms [2021-05-11 17:14:14 main:574] : INFO : Epoch 1663 | loss: 0.0312647 | val_loss: 0.0312591 | Time: 4814.77 ms [2021-05-11 17:14:19 main:574] : INFO : Epoch 1664 | loss: 0.0312569 | val_loss: 0.0312541 | Time: 4859.54 ms [2021-05-11 17:14:24 main:574] : INFO : Epoch 1665 | loss: 0.0312546 | val_loss: 0.0312519 | Time: 4821.1 ms [2021-05-11 17:14:29 main:574] : INFO : Epoch 1666 | loss: 0.0312532 | val_loss: 0.0312516 | Time: 4841.95 ms [2021-05-11 17:14:34 main:574] : INFO : Epoch 1667 | loss: 0.0312524 | val_loss: 0.0312503 | Time: 4724.04 ms [2021-05-11 17:14:39 main:574] : INFO : Epoch 1668 | loss: 0.0312519 | val_loss: 0.0312497 | Time: 4742.91 ms [2021-05-11 17:14:44 main:574] : INFO : Epoch 1669 | loss: 0.0312514 | val_loss: 0.0312493 | Time: 4776.06 ms [2021-05-11 17:14:48 main:574] : INFO : Epoch 1670 | loss: 0.0312508 | val_loss: 0.0312488 | Time: 4729.94 ms [2021-05-11 17:14:53 main:574] : INFO : Epoch 1671 | loss: 0.0312505 | val_loss: 0.0312487 | Time: 4751.33 ms [2021-05-11 17:14:58 main:574] : INFO : Epoch 1672 | loss: 0.0312501 | val_loss: 0.0312488 | Time: 4866.53 ms [2021-05-11 17:15:03 main:574] : INFO : Epoch 1673 | loss: 0.0312502 | val_loss: 0.0312479 | Time: 4781.13 ms [2021-05-11 17:15:08 main:574] : INFO : Epoch 1674 | loss: 0.0312496 | val_loss: 0.0312479 | Time: 4737.18 ms [2021-05-11 17:15:12 main:574] : INFO : Epoch 1675 | loss: 0.0312492 | val_loss: 0.0312474 | Time: 4717.9 ms [2021-05-11 17:15:17 main:574] : INFO : Epoch 1676 | loss: 0.0312488 | val_loss: 0.0312468 | Time: 4764.33 ms [2021-05-11 17:15:22 main:574] : INFO : Epoch 1677 | loss: 0.0312484 | val_loss: 0.0312467 | Time: 4727.67 ms [2021-05-11 17:15:27 main:574] : INFO : Epoch 1678 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 4730.31 ms [2021-05-11 17:15:32 main:574] : INFO : Epoch 1679 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 4898 ms [2021-05-11 17:15:37 main:574] : INFO : Epoch 1680 | loss: 0.031248 | val_loss: 0.0312471 | Time: 4823.82 ms [2021-05-11 17:15:42 main:574] : INFO : Epoch 1681 | loss: 0.0312475 | val_loss: 0.0312455 | Time: 4805.42 ms [2021-05-11 17:15:46 main:574] : INFO : Epoch 1682 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 4779.68 ms [2021-05-11 17:15:51 main:574] : INFO : Epoch 1683 | loss: 0.0312472 | val_loss: 0.0312452 | Time: 4727.9 ms [2021-05-11 17:15:56 main:574] : INFO : Epoch 1684 | loss: 0.0312466 | val_loss: 0.0312448 | Time: 4754.36 ms [2021-05-11 17:16:01 main:574] : INFO : Epoch 1685 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 4741.02 ms [2021-05-11 17:16:06 main:574] : INFO : Epoch 1686 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 4761.95 ms [2021-05-11 17:16:10 main:574] : INFO : Epoch 1687 | loss: 0.031246 | val_loss: 0.0312442 | Time: 4626.49 ms [2021-05-11 17:16:15 main:574] : INFO : Epoch 1688 | loss: 0.0312457 | val_loss: 0.0312438 | Time: 4746.95 ms [2021-05-11 17:16:20 main:574] : INFO : Epoch 1689 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 4701.9 ms [2021-05-11 17:16:25 main:574] : INFO : Epoch 1690 | loss: 0.0312453 | val_loss: 0.0312434 | Time: 4781.36 ms [2021-05-11 17:16:30 main:574] : INFO : Epoch 1691 | loss: 0.0312449 | val_loss: 0.0312433 | Time: 4851.88 ms [2021-05-11 17:16:34 main:574] : INFO : Epoch 1692 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 4778.7 ms [2021-05-11 17:16:39 main:574] : INFO : Epoch 1693 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 4792.18 ms [2021-05-11 17:16:44 main:574] : INFO : Epoch 1694 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 4786.88 ms [2021-05-11 17:16:49 main:574] : INFO : Epoch 1695 | loss: 0.0312444 | val_loss: 0.0312429 | Time: 4670.71 ms [2021-05-11 17:16:54 main:574] : INFO : Epoch 1696 | loss: 0.0312444 | val_loss: 0.0312424 | Time: 4734.61 ms [2021-05-11 17:16:59 main:574] : INFO : Epoch 1697 | loss: 0.0312441 | val_loss: 0.0312427 | Time: 4888.59 ms [2021-05-11 17:17:03 main:574] : INFO : Epoch 1698 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 4722.07 ms [2021-05-11 17:17:08 main:574] : INFO : Epoch 1699 | loss: 0.0312437 | val_loss: 0.0312419 | Time: 4750.81 ms [2021-05-11 17:17:13 main:574] : INFO : Epoch 1700 | loss: 0.0312435 | val_loss: 0.031242 | Time: 4760.01 ms [2021-05-11 17:17:18 main:574] : INFO : Epoch 1701 | loss: 0.0312435 | val_loss: 0.0312414 | Time: 4849.75 ms [2021-05-11 17:17:23 main:574] : INFO : Epoch 1702 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 4969.2 ms [2021-05-11 17:17:28 main:574] : INFO : Epoch 1703 | loss: 0.0312426 | val_loss: 0.0312409 | Time: 4878.86 ms [2021-05-11 17:17:33 main:574] : INFO : Epoch 1704 | loss: 0.0312424 | val_loss: 0.0312411 | Time: 4693.53 ms [2021-05-11 17:17:37 main:574] : INFO : Epoch 1705 | loss: 0.0312425 | val_loss: 0.031242 | Time: 4645.77 ms [2021-05-11 17:17:42 main:574] : INFO : Epoch 1706 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 4788.87 ms [2021-05-11 17:17:47 main:574] : INFO : Epoch 1707 | loss: 0.031242 | val_loss: 0.0312404 | Time: 4674.73 ms [2021-05-11 17:17:52 main:574] : INFO : Epoch 1708 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 4887.02 ms [2021-05-11 17:17:57 main:574] : INFO : Epoch 1709 | loss: 0.0312414 | val_loss: 0.0312398 | Time: 4817.55 ms [2021-05-11 17:18:01 main:574] : INFO : Epoch 1710 | loss: 0.0312415 | val_loss: 0.03124 | Time: 4764.03 ms [2021-05-11 17:18:06 main:574] : INFO : Epoch 1711 | loss: 0.031242 | val_loss: 0.0312401 | Time: 4600.2 ms [2021-05-11 17:18:11 main:574] : INFO : Epoch 1712 | loss: 0.0312414 | val_loss: 0.0312397 | Time: 4695.82 ms [2021-05-11 17:18:16 main:574] : INFO : Epoch 1713 | loss: 0.031241 | val_loss: 0.0312394 | Time: 4715.84 ms [2021-05-11 17:18:20 main:574] : INFO : Epoch 1714 | loss: 0.0312406 | val_loss: 0.0312389 | Time: 4835.97 ms [2021-05-11 17:18:25 main:574] : INFO : Epoch 1715 | loss: 0.0312406 | val_loss: 0.0312397 | Time: 4754.58 ms [2021-05-11 17:18:30 main:574] : INFO : Epoch 1716 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 4849.29 ms [2021-05-11 17:18:35 main:574] : INFO : Epoch 1717 | loss: 0.0312401 | val_loss: 0.0312395 | Time: 4761.6 ms [2021-05-11 17:18:40 main:574] : INFO : Epoch 1718 | loss: 0.0312406 | val_loss: 0.0312395 | Time: 4876.69 ms [2021-05-11 17:18:45 main:574] : INFO : Epoch 1719 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 4751.98 ms [2021-05-11 17:18:49 main:574] : INFO : Epoch 1720 | loss: 0.0312406 | val_loss: 0.0312378 | Time: 4704.67 ms [2021-05-11 17:18:54 main:574] : INFO : Epoch 1721 | loss: 0.0312397 | val_loss: 0.0312375 | Time: 4606.34 ms [2021-05-11 17:18:59 main:574] : INFO : Epoch 1722 | loss: 0.0312394 | val_loss: 0.0312374 | Time: 4677.31 ms [2021-05-11 17:19:04 main:574] : INFO : Epoch 1723 | loss: 0.0312392 | val_loss: 0.0312382 | Time: 4630.49 ms [2021-05-11 17:19:08 main:574] : INFO : Epoch 1724 | loss: 0.0312392 | val_loss: 0.0312393 | Time: 4665.08 ms [2021-05-11 17:19:13 main:574] : INFO : Epoch 1725 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 4731.28 ms [2021-05-11 17:19:18 main:574] : INFO : Epoch 1726 | loss: 0.031238 | val_loss: 0.0312366 | Time: 4702.57 ms [2021-05-11 17:19:23 main:574] : INFO : Epoch 1727 | loss: 0.0312379 | val_loss: 0.0312366 | Time: 4681.01 ms [2021-05-11 17:19:27 main:574] : INFO : Epoch 1728 | loss: 0.0312377 | val_loss: 0.0312361 | Time: 4736.07 ms [2021-05-11 17:19:32 main:574] : INFO : Epoch 1729 | loss: 0.0312377 | val_loss: 0.0312376 | Time: 4643.68 ms [2021-05-11 17:19:37 main:574] : INFO : Epoch 1730 | loss: 0.0312392 | val_loss: 0.0312406 | Time: 4599 ms [2021-05-11 17:19:42 main:574] : INFO : Epoch 1731 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 4740.89 ms [2021-05-11 17:19:46 main:574] : INFO : Epoch 1732 | loss: 0.0312372 | val_loss: 0.0312365 | Time: 4795.62 ms [2021-05-11 17:19:51 main:574] : INFO : Epoch 1733 | loss: 0.0312367 | val_loss: 0.0312366 | Time: 4767.55 ms [2021-05-11 17:19:56 main:574] : INFO : Epoch 1734 | loss: 0.031237 | val_loss: 0.0312349 | Time: 4733.36 ms [2021-05-11 17:20:01 main:574] : INFO : Epoch 1735 | loss: 0.031237 | val_loss: 0.0312362 | Time: 4714.64 ms [2021-05-11 17:20:06 main:574] : INFO : Epoch 1736 | loss: 0.0312366 | val_loss: 0.0312342 | Time: 4711.98 ms [2021-05-11 17:20:10 main:574] : INFO : Epoch 1737 | loss: 0.0312362 | val_loss: 0.0312345 | Time: 4738.47 ms [2021-05-11 17:20:15 main:574] : INFO : Epoch 1738 | loss: 0.0312361 | val_loss: 0.0312378 | Time: 4870.44 ms [2021-05-11 17:20:20 main:574] : INFO : Epoch 1739 | loss: 0.0312363 | val_loss: 0.0312374 | Time: 4725 ms [2021-05-11 17:20:25 main:574] : INFO : Epoch 1740 | loss: 0.0312378 | val_loss: 0.0312334 | Time: 4583.17 ms [2021-05-11 17:20:30 main:574] : INFO : Epoch 1741 | loss: 0.0312358 | val_loss: 0.0312336 | Time: 4840.9 ms [2021-05-11 17:20:34 main:574] : INFO : Epoch 1742 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 4713.14 ms [2021-05-11 17:20:39 main:574] : INFO : Epoch 1743 | loss: 0.0312343 | val_loss: 0.0312329 | Time: 4731.49 ms [2021-05-11 17:20:44 main:574] : INFO : Epoch 1744 | loss: 0.0312351 | val_loss: 0.0312338 | Time: 4621.6 ms [2021-05-11 17:20:48 main:574] : INFO : Epoch 1745 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 4701.99 ms [2021-05-11 17:20:53 main:574] : INFO : Epoch 1746 | loss: 0.031235 | val_loss: 0.0312323 | Time: 4647 ms [2021-05-11 17:20:58 main:574] : INFO : Epoch 1747 | loss: 0.0312339 | val_loss: 0.0312326 | Time: 4629.02 ms [2021-05-11 17:21:03 main:574] : INFO : Epoch 1748 | loss: 0.0312339 | val_loss: 0.0312319 | Time: 4815.74 ms [2021-05-11 17:21:08 main:574] : INFO : Epoch 1749 | loss: 0.0312337 | val_loss: 0.0312329 | Time: 4755.66 ms [2021-05-11 17:21:13 main:574] : INFO : Epoch 1750 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 4886.53 ms [2021-05-11 17:21:18 main:574] : INFO : Epoch 1751 | loss: 0.0312334 | val_loss: 0.0312316 | Time: 4968.23 ms [2021-05-11 17:21:22 main:574] : INFO : Epoch 1752 | loss: 0.0312335 | val_loss: 0.031233 | Time: 4781.16 ms [2021-05-11 17:21:27 main:574] : INFO : Epoch 1753 | loss: 0.0312341 | val_loss: 0.0312351 | Time: 4743.81 ms [2021-05-11 17:21:32 main:574] : INFO : Epoch 1754 | loss: 0.0312342 | val_loss: 0.0312318 | Time: 4841.82 ms [2021-05-11 17:21:37 main:574] : INFO : Epoch 1755 | loss: 0.0312333 | val_loss: 0.0312313 | Time: 4814.68 ms [2021-05-11 17:21:42 main:574] : INFO : Epoch 1756 | loss: 0.0312323 | val_loss: 0.031231 | Time: 4902.09 ms [2021-05-11 17:21:47 main:574] : INFO : Epoch 1757 | loss: 0.031232 | val_loss: 0.0312317 | Time: 4867.86 ms [2021-05-11 17:21:52 main:574] : INFO : Epoch 1758 | loss: 0.0312317 | val_loss: 0.0312306 | Time: 4861.72 ms [2021-05-11 17:21:57 main:574] : INFO : Epoch 1759 | loss: 0.0312317 | val_loss: 0.0312325 | Time: 4787.45 ms [2021-05-11 17:22:01 main:574] : INFO : Epoch 1760 | loss: 0.0312329 | val_loss: 0.0312341 | Time: 4738.81 ms [2021-05-11 17:22:06 main:574] : INFO : Epoch 1761 | loss: 0.0312327 | val_loss: 0.0312318 | Time: 4815.84 ms [2021-05-11 17:22:11 main:574] : INFO : Epoch 1762 | loss: 0.0312314 | val_loss: 0.0312337 | Time: 4821.03 ms [2021-05-11 17:22:16 main:574] : INFO : Epoch 1763 | loss: 0.0312325 | val_loss: 0.0312316 | Time: 4929.77 ms [2021-05-11 17:22:21 main:574] : INFO : Epoch 1764 | loss: 0.0312318 | val_loss: 0.0312308 | Time: 4810.2 ms [2021-05-11 17:22:26 main:574] : INFO : Epoch 1765 | loss: 0.0312322 | val_loss: 0.0312297 | Time: 4872.84 ms [2021-05-11 17:22:31 main:574] : INFO : Epoch 1766 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 4839.3 ms [2021-05-11 17:22:36 main:574] : INFO : Epoch 1767 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 4747.39 ms [2021-05-11 17:22:41 main:574] : INFO : Epoch 1768 | loss: 0.0312313 | val_loss: 0.0312307 | Time: 4906.14 ms [2021-05-11 17:22:45 main:574] : INFO : Epoch 1769 | loss: 0.031231 | val_loss: 0.0312293 | Time: 4834.37 ms [2021-05-11 17:22:50 main:574] : INFO : Epoch 1770 | loss: 0.0312301 | val_loss: 0.0312294 | Time: 4878.36 ms [2021-05-11 17:22:55 main:574] : INFO : Epoch 1771 | loss: 0.0312307 | val_loss: 0.0312291 | Time: 4913.21 ms [2021-05-11 17:23:00 main:574] : INFO : Epoch 1772 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 4708.6 ms [2021-05-11 17:23:05 main:574] : INFO : Epoch 1773 | loss: 0.0312294 | val_loss: 0.0312285 | Time: 4834.72 ms [2021-05-11 17:23:10 main:574] : INFO : Epoch 1774 | loss: 0.0312293 | val_loss: 0.0312284 | Time: 5123.51 ms [2021-05-11 17:23:15 main:574] : INFO : Epoch 1775 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 4661.26 ms [2021-05-11 17:23:20 main:574] : INFO : Epoch 1776 | loss: 0.031231 | val_loss: 0.0312291 | Time: 4816.47 ms [2021-05-11 17:23:25 main:574] : INFO : Epoch 1777 | loss: 0.0312301 | val_loss: 0.0312313 | Time: 4771.52 ms [2021-05-11 17:23:30 main:574] : INFO : Epoch 1778 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 4904.09 ms [2021-05-11 17:23:35 main:574] : INFO : Epoch 1779 | loss: 0.0312293 | val_loss: 0.031228 | Time: 4833.21 ms [2021-05-11 17:23:39 main:574] : INFO : Epoch 1780 | loss: 0.0312292 | val_loss: 0.0312287 | Time: 4851.23 ms [2021-05-11 17:23:44 main:574] : INFO : Epoch 1781 | loss: 0.031229 | val_loss: 0.031228 | Time: 4805.16 ms [2021-05-11 17:23:49 main:574] : INFO : Epoch 1782 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 4904.59 ms [2021-05-11 17:23:54 main:574] : INFO : Epoch 1783 | loss: 0.0312288 | val_loss: 0.031233 | Time: 5145.08 ms [2021-05-11 17:23:59 main:574] : INFO : Epoch 1784 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 4799.31 ms [2021-05-11 17:24:04 main:574] : INFO : Epoch 1785 | loss: 0.0312283 | val_loss: 0.0312288 | Time: 4754.86 ms [2021-05-11 17:24:09 main:574] : INFO : Epoch 1786 | loss: 0.0312283 | val_loss: 0.0312288 | Time: 4900.97 ms [2021-05-11 17:24:14 main:574] : INFO : Epoch 1787 | loss: 0.0312281 | val_loss: 0.0312277 | Time: 4877.53 ms [2021-05-11 17:24:19 main:574] : INFO : Epoch 1788 | loss: 0.0312293 | val_loss: 0.031227 | Time: 4863.21 ms [2021-05-11 17:24:24 main:574] : INFO : Epoch 1789 | loss: 0.0312324 | val_loss: 0.0312324 | Time: 4840.7 ms [2021-05-11 17:24:29 main:574] : INFO : Epoch 1790 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 4784.02 ms [2021-05-11 17:24:33 main:574] : INFO : Epoch 1791 | loss: 0.0312279 | val_loss: 0.031227 | Time: 4657.79 ms [2021-05-11 17:24:38 main:574] : INFO : Epoch 1792 | loss: 0.0312277 | val_loss: 0.0312273 | Time: 4752.97 ms [2021-05-11 17:24:43 main:574] : INFO : Epoch 1793 | loss: 0.0312284 | val_loss: 0.0312281 | Time: 4754.5 ms [2021-05-11 17:24:48 main:574] : INFO : Epoch 1794 | loss: 0.0312279 | val_loss: 0.0312274 | Time: 4772.8 ms [2021-05-11 17:24:52 main:574] : INFO : Epoch 1795 | loss: 0.0312289 | val_loss: 0.0312272 | Time: 4694.86 ms [2021-05-11 17:24:57 main:574] : INFO : Epoch 1796 | loss: 0.0312289 | val_loss: 0.031228 | Time: 4916.28 ms [2021-05-11 17:25:02 main:574] : INFO : Epoch 1797 | loss: 0.0312271 | val_loss: 0.0312261 | Time: 4742 ms [2021-05-11 17:25:07 main:574] : INFO : Epoch 1798 | loss: 0.0312262 | val_loss: 0.031226 | Time: 4914.1 ms [2021-05-11 17:25:12 main:574] : INFO : Epoch 1799 | loss: 0.0312263 | val_loss: 0.0312266 | Time: 4762.44 ms [2021-05-11 17:25:17 main:574] : INFO : Epoch 1800 | loss: 0.031227 | val_loss: 0.0312282 | Time: 4737.85 ms [2021-05-11 17:25:22 main:574] : INFO : Epoch 1801 | loss: 0.0312312 | val_loss: 0.0312375 | Time: 4735.28 ms [2021-05-11 17:25:26 main:574] : INFO : Epoch 1802 | loss: 0.0312278 | val_loss: 0.0312266 | Time: 4828.17 ms [2021-05-11 17:25:31 main:574] : INFO : Epoch 1803 | loss: 0.0312267 | val_loss: 0.0312272 | Time: 4771.73 ms [2021-05-11 17:25:36 main:574] : INFO : Epoch 1804 | loss: 0.0312266 | val_loss: 0.0312264 | Time: 4796.63 ms [2021-05-11 17:25:41 main:574] : INFO : Epoch 1805 | loss: 0.0312265 | val_loss: 0.0312269 | Time: 4723.62 ms [2021-05-11 17:25:46 main:574] : INFO : Epoch 1806 | loss: 0.031227 | val_loss: 0.0312275 | Time: 4861.17 ms [2021-05-11 17:25:51 main:574] : INFO : Epoch 1807 | loss: 0.0312264 | val_loss: 0.0312263 | Time: 4745.34 ms [2021-05-11 17:25:56 main:574] : INFO : Epoch 1808 | loss: 0.031227 | val_loss: 0.0312257 | Time: 5338.56 ms [2021-05-11 17:26:01 main:574] : INFO : Epoch 1809 | loss: 0.0312273 | val_loss: 0.03123 | Time: 5331.69 ms [2021-05-11 17:26:06 main:574] : INFO : Epoch 1810 | loss: 0.0312292 | val_loss: 0.0312255 | Time: 4927.72 ms [2021-05-11 17:26:11 main:574] : INFO : Epoch 1811 | loss: 0.0312255 | val_loss: 0.0312297 | Time: 4957.82 ms [2021-05-11 17:26:16 main:574] : INFO : Epoch 1812 | loss: 0.0312265 | val_loss: 0.0312255 | Time: 4761.78 ms [2021-05-11 17:26:21 main:574] : INFO : Epoch 1813 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 4760.24 ms [2021-05-11 17:26:26 main:574] : INFO : Epoch 1814 | loss: 0.0312292 | val_loss: 0.0312252 | Time: 4840.45 ms [2021-05-11 17:26:31 main:574] : INFO : Epoch 1815 | loss: 0.0312259 | val_loss: 0.031226 | Time: 4793.87 ms [2021-05-11 17:26:36 main:574] : INFO : Epoch 1816 | loss: 0.0312273 | val_loss: 0.0312269 | Time: 4885.18 ms [2021-05-11 17:26:41 main:574] : INFO : Epoch 1817 | loss: 0.0312264 | val_loss: 0.0312268 | Time: 4770.3 ms [2021-05-11 17:26:45 main:574] : INFO : Epoch 1818 | loss: 0.0312259 | val_loss: 0.0312278 | Time: 4664.78 ms [2021-05-11 17:26:50 main:574] : INFO : Epoch 1819 | loss: 0.0312261 | val_loss: 0.0312261 | Time: 4909.66 ms [2021-05-11 17:26:55 main:574] : INFO : Epoch 1820 | loss: 0.0312258 | val_loss: 0.0312281 | Time: 4892.09 ms [2021-05-11 17:27:00 main:574] : INFO : Epoch 1821 | loss: 0.0312251 | val_loss: 0.0312295 | Time: 4849.63 ms [2021-05-11 17:27:05 main:574] : INFO : Epoch 1822 | loss: 0.0312256 | val_loss: 0.0312237 | Time: 4739.63 ms [2021-05-11 17:27:10 main:574] : INFO : Epoch 1823 | loss: 0.0312245 | val_loss: 0.0312234 | Time: 4917.02 ms [2021-05-11 17:27:15 main:574] : INFO : Epoch 1824 | loss: 0.0312245 | val_loss: 0.0312235 | Time: 4916.6 ms [2021-05-11 17:27:20 main:574] : INFO : Epoch 1825 | loss: 0.0312259 | val_loss: 0.0312255 | Time: 4728.46 ms [2021-05-11 17:27:25 main:574] : INFO : Epoch 1826 | loss: 0.031224 | val_loss: 0.0312225 | Time: 4917.54 ms [2021-05-11 17:27:30 main:574] : INFO : Epoch 1827 | loss: 0.031223 | val_loss: 0.0312222 | Time: 4945.11 ms [2021-05-11 17:27:34 main:574] : INFO : Epoch 1828 | loss: 0.0312242 | val_loss: 0.031223 | Time: 4810.65 ms [2021-05-11 17:27:39 main:574] : INFO : Epoch 1829 | loss: 0.0312231 | val_loss: 0.0312217 | Time: 4841.54 ms [2021-05-11 17:27:44 main:574] : INFO : Epoch 1830 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 4811.44 ms [2021-05-11 17:27:49 main:574] : INFO : Epoch 1831 | loss: 0.0312254 | val_loss: 0.0312223 | Time: 4873.78 ms [2021-05-11 17:27:54 main:574] : INFO : Epoch 1832 | loss: 0.0312218 | val_loss: 0.0312194 | Time: 4921.03 ms [2021-05-11 17:27:59 main:574] : INFO : Epoch 1833 | loss: 0.0312205 | val_loss: 0.0312211 | Time: 4911.09 ms [2021-05-11 17:28:04 main:574] : INFO : Epoch 1834 | loss: 0.0312224 | val_loss: 0.0312231 | Time: 4755.01 ms [2021-05-11 17:28:09 main:574] : INFO : Epoch 1835 | loss: 0.0312202 | val_loss: 0.0312181 | Time: 4722.57 ms [2021-05-11 17:28:14 main:574] : INFO : Epoch 1836 | loss: 0.0312202 | val_loss: 0.0312202 | Time: 4708.08 ms [2021-05-11 17:28:18 main:574] : INFO : Epoch 1837 | loss: 0.0312196 | val_loss: 0.0312161 | Time: 4793.02 ms [2021-05-11 17:28:23 main:574] : INFO : Epoch 1838 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 4643.77 ms [2021-05-11 17:28:28 main:574] : INFO : Epoch 1839 | loss: 0.0312206 | val_loss: 0.0312153 | Time: 4845.32 ms [2021-05-11 17:28:33 main:574] : INFO : Epoch 1840 | loss: 0.0312164 | val_loss: 0.0312161 | Time: 4721.91 ms [2021-05-11 17:28:38 main:574] : INFO : Epoch 1841 | loss: 0.031217 | val_loss: 0.0312156 | Time: 4840.79 ms [2021-05-11 17:28:43 main:574] : INFO : Epoch 1842 | loss: 0.0312156 | val_loss: 0.0312136 | Time: 4806.83 ms [2021-05-11 17:28:47 main:574] : INFO : Epoch 1843 | loss: 0.0312159 | val_loss: 0.0312132 | Time: 4836.86 ms [2021-05-11 17:28:52 main:574] : INFO : Epoch 1844 | loss: 0.0312147 | val_loss: 0.0312127 | Time: 4791.51 ms [2021-05-11 17:28:57 main:574] : INFO : Epoch 1845 | loss: 0.0312134 | val_loss: 0.0312121 | Time: 5015.16 ms [2021-05-11 17:29:02 main:574] : INFO : Epoch 1846 | loss: 0.0312127 | val_loss: 0.0312121 | Time: 4831.1 ms [2021-05-11 17:29:07 main:574] : INFO : Epoch 1847 | loss: 0.0312144 | val_loss: 0.0312135 | Time: 4878.29 ms [2021-05-11 17:29:12 main:574] : INFO : Epoch 1848 | loss: 0.0312121 | val_loss: 0.0312125 | Time: 4838.16 ms [2021-05-11 17:29:17 main:574] : INFO : Epoch 1849 | loss: 0.0312122 | val_loss: 0.0312083 | Time: 4756.33 ms [2021-05-11 17:29:22 main:574] : INFO : Epoch 1850 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 4734.3 ms [2021-05-11 17:29:26 main:574] : INFO : Epoch 1851 | loss: 0.0312104 | val_loss: 0.0312064 | Time: 4629.38 ms [2021-05-11 17:29:31 main:574] : INFO : Epoch 1852 | loss: 0.0312089 | val_loss: 0.0312072 | Time: 4748.33 ms [2021-05-11 17:29:36 main:574] : INFO : Epoch 1853 | loss: 0.0312082 | val_loss: 0.0312074 | Time: 4763.69 ms [2021-05-11 17:29:41 main:574] : INFO : Epoch 1854 | loss: 0.0312071 | val_loss: 0.0312061 | Time: 4739.76 ms [2021-05-11 17:29:45 main:574] : INFO : Epoch 1855 | loss: 0.0312062 | val_loss: 0.0312043 | Time: 4726.59 ms [2021-05-11 17:29:50 main:574] : INFO : Epoch 1856 | loss: 0.0312053 | val_loss: 0.0312049 | Time: 4694.72 ms [2021-05-11 17:29:55 main:574] : INFO : Epoch 1857 | loss: 0.0312078 | val_loss: 0.0312046 | Time: 5011.52 ms [2021-05-11 17:30:00 main:574] : INFO : Epoch 1858 | loss: 0.0312061 | val_loss: 0.0312021 | Time: 4743.46 ms [2021-05-11 17:30:05 main:574] : INFO : Epoch 1859 | loss: 0.0312023 | val_loss: 0.0312007 | Time: 4820.16 ms [2021-05-11 17:30:10 main:574] : INFO : Epoch 1860 | loss: 0.0312034 | val_loss: 0.0312042 | Time: 4824.89 ms [2021-05-11 17:30:15 main:574] : INFO : Epoch 1861 | loss: 0.0312071 | val_loss: 0.031208 | Time: 4750.4 ms [2021-05-11 17:30:19 main:574] : INFO : Epoch 1862 | loss: 0.0312018 | val_loss: 0.0311989 | Time: 4753.02 ms [2021-05-11 17:30:24 main:574] : INFO : Epoch 1863 | loss: 0.0311999 | val_loss: 0.0311985 | Time: 4729.3 ms [2021-05-11 17:30:29 main:574] : INFO : Epoch 1864 | loss: 0.0312032 | val_loss: 0.0312091 | Time: 4810.25 ms [2021-05-11 17:30:34 main:574] : INFO : Epoch 1865 | loss: 0.0312034 | val_loss: 0.0312005 | Time: 4719.92 ms [2021-05-11 17:30:39 main:574] : INFO : Epoch 1866 | loss: 0.0312021 | val_loss: 0.0312022 | Time: 4953.69 ms [2021-05-11 17:30:44 main:574] : INFO : Epoch 1867 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 4924.77 ms [2021-05-11 17:30:49 main:574] : INFO : Epoch 1868 | loss: 0.0312025 | val_loss: 0.031206 | Time: 4710.34 ms [2021-05-11 17:30:54 main:574] : INFO : Epoch 1869 | loss: 0.0312049 | val_loss: 0.0312074 | Time: 4997.06 ms [2021-05-11 17:30:59 main:574] : INFO : Epoch 1870 | loss: 0.0312018 | val_loss: 0.0312008 | Time: 4710.87 ms [2021-05-11 17:31:03 main:574] : INFO : Epoch 1871 | loss: 0.0312005 | val_loss: 0.0311955 | Time: 4876.45 ms [2021-05-11 17:31:08 main:574] : INFO : Epoch 1872 | loss: 0.0311993 | val_loss: 0.0311967 | Time: 4718.97 ms [2021-05-11 17:31:13 main:574] : INFO : Epoch 1873 | loss: 0.0311987 | val_loss: 0.0311966 | Time: 4622.02 ms [2021-05-11 17:31:18 main:574] : INFO : Epoch 1874 | loss: 0.0311965 | val_loss: 0.0311938 | Time: 4722.18 ms [2021-05-11 17:31:23 main:574] : INFO : Epoch 1875 | loss: 0.0311972 | val_loss: 0.0311934 | Time: 4715.48 ms [2021-05-11 17:31:27 main:574] : INFO : Epoch 1876 | loss: 0.0311984 | val_loss: 0.0311972 | Time: 4761.67 ms [2021-05-11 17:31:32 main:574] : INFO : Epoch 1877 | loss: 0.031198 | val_loss: 0.0311953 | Time: 4853.97 ms [2021-05-11 17:31:37 main:574] : INFO : Epoch 1878 | loss: 0.0311946 | val_loss: 0.0311937 | Time: 4929.23 ms [2021-05-11 17:31:42 main:574] : INFO : Epoch 1879 | loss: 0.0311946 | val_loss: 0.0311951 | Time: 4810.5 ms [2021-05-11 17:31:47 main:574] : INFO : Epoch 1880 | loss: 0.031197 | val_loss: 0.0312006 | Time: 4740.37 ms [2021-05-11 17:31:52 main:574] : INFO : Epoch 1881 | loss: 0.0311983 | val_loss: 0.0311963 | Time: 5048.6 ms [2021-05-11 17:31:57 main:574] : INFO : Epoch 1882 | loss: 0.0311969 | val_loss: 0.031192 | Time: 4704.78 ms [2021-05-11 17:32:02 main:574] : INFO : Epoch 1883 | loss: 0.0311964 | val_loss: 0.031198 | Time: 4800.42 ms [2021-05-11 17:32:07 main:574] : INFO : Epoch 1884 | loss: 0.0311958 | val_loss: 0.0311921 | Time: 4808.15 ms [2021-05-11 17:32:12 main:574] : INFO : Epoch 1885 | loss: 0.0311936 | val_loss: 0.0311928 | Time: 4879.6 ms [2021-05-11 17:32:17 main:574] : INFO : Epoch 1886 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 4786.51 ms [2021-05-11 17:32:21 main:574] : INFO : Epoch 1887 | loss: 0.0311955 | val_loss: 0.0311921 | Time: 4822.53 ms [2021-05-11 17:32:26 main:574] : INFO : Epoch 1888 | loss: 0.0311931 | val_loss: 0.0311909 | Time: 4783.41 ms [2021-05-11 17:32:31 main:574] : INFO : Epoch 1889 | loss: 0.0311923 | val_loss: 0.0311912 | Time: 4698.24 ms [2021-05-11 17:32:36 main:574] : INFO : Epoch 1890 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 4730.19 ms [2021-05-11 17:32:41 main:574] : INFO : Epoch 1891 | loss: 0.0311952 | val_loss: 0.0311909 | Time: 4766.59 ms [2021-05-11 17:32:45 main:574] : INFO : Epoch 1892 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 4670.78 ms [2021-05-11 17:32:50 main:574] : INFO : Epoch 1893 | loss: 0.0311926 | val_loss: 0.0311931 | Time: 5001.51 ms [2021-05-11 17:32:55 main:574] : INFO : Epoch 1894 | loss: 0.0311934 | val_loss: 0.0311962 | Time: 4978.47 ms [2021-05-11 17:33:00 main:574] : INFO : Epoch 1895 | loss: 0.0311946 | val_loss: 0.0311906 | Time: 4883.43 ms [2021-05-11 17:33:05 main:574] : INFO : Epoch 1896 | loss: 0.0311929 | val_loss: 0.0311915 | Time: 4834.84 ms [2021-05-11 17:33:10 main:574] : INFO : Epoch 1897 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 4995.76 ms [2021-05-11 17:33:15 main:574] : INFO : Epoch 1898 | loss: 0.0311932 | val_loss: 0.0311952 | Time: 4853.45 ms [2021-05-11 17:33:20 main:574] : INFO : Epoch 1899 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 4802.15 ms [2021-05-11 17:33:25 main:574] : INFO : Epoch 1900 | loss: 0.0311918 | val_loss: 0.0311899 | Time: 4820.57 ms [2021-05-11 17:33:30 main:574] : INFO : Epoch 1901 | loss: 0.0311937 | val_loss: 0.0311899 | Time: 4818.06 ms [2021-05-11 17:33:35 main:574] : INFO : Epoch 1902 | loss: 0.0311913 | val_loss: 0.0311896 | Time: 4658.93 ms [2021-05-11 17:33:39 main:574] : INFO : Epoch 1903 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 4842.99 ms [2021-05-11 17:33:44 main:574] : INFO : Epoch 1904 | loss: 0.0311928 | val_loss: 0.0311911 | Time: 4912.73 ms [2021-05-11 17:33:49 main:574] : INFO : Epoch 1905 | loss: 0.0311914 | val_loss: 0.0311929 | Time: 4735.69 ms [2021-05-11 17:33:54 main:574] : INFO : Epoch 1906 | loss: 0.0311915 | val_loss: 0.03119 | Time: 4767.35 ms [2021-05-11 17:33:59 main:574] : INFO : Epoch 1907 | loss: 0.0311916 | val_loss: 0.0311924 | Time: 4741.39 ms [2021-05-11 17:34:04 main:574] : INFO : Epoch 1908 | loss: 0.031193 | val_loss: 0.0311943 | Time: 4829.26 ms [2021-05-11 17:34:08 main:574] : INFO : Epoch 1909 | loss: 0.031194 | val_loss: 0.0311927 | Time: 4800.71 ms [2021-05-11 17:34:13 main:574] : INFO : Epoch 1910 | loss: 0.0311934 | val_loss: 0.0311896 | Time: 4820.58 ms [2021-05-11 17:34:18 main:574] : INFO : Epoch 1911 | loss: 0.031194 | val_loss: 0.0311912 | Time: 4805.64 ms [2021-05-11 17:34:23 main:574] : INFO : Epoch 1912 | loss: 0.0311907 | val_loss: 0.0311908 | Time: 4869.04 ms [2021-05-11 17:34:28 main:574] : INFO : Epoch 1913 | loss: 0.0311919 | val_loss: 0.0311891 | Time: 4772.82 ms [2021-05-11 17:34:33 main:574] : INFO : Epoch 1914 | loss: 0.0311905 | val_loss: 0.0311917 | Time: 4845.13 ms [2021-05-11 17:34:38 main:574] : INFO : Epoch 1915 | loss: 0.0311908 | val_loss: 0.0311906 | Time: 4814.4 ms [2021-05-11 17:34:43 main:574] : INFO : Epoch 1916 | loss: 0.031192 | val_loss: 0.0311961 | Time: 4902.23 ms [2021-05-11 17:34:47 main:574] : INFO : Epoch 1917 | loss: 0.0311956 | val_loss: 0.0312003 | Time: 4797.37 ms [2021-05-11 17:34:52 main:574] : INFO : Epoch 1918 | loss: 0.0311948 | val_loss: 0.0311936 | Time: 4689.07 ms [2021-05-11 17:34:57 main:574] : INFO : Epoch 1919 | loss: 0.0311909 | val_loss: 0.031191 | Time: 4828.6 ms [2021-05-11 17:35:02 main:574] : INFO : Epoch 1920 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 4884.81 ms [2021-05-11 17:35:07 main:574] : INFO : Epoch 1921 | loss: 0.0311929 | val_loss: 0.0311908 | Time: 4783.72 ms [2021-05-11 17:35:12 main:574] : INFO : Epoch 1922 | loss: 0.0311911 | val_loss: 0.0311969 | Time: 4791.84 ms [2021-05-11 17:35:17 main:574] : INFO : Epoch 1923 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 4850.35 ms [2021-05-11 17:35:22 main:574] : INFO : Epoch 1924 | loss: 0.0311947 | val_loss: 0.0311947 | Time: 4837.53 ms [2021-05-11 17:35:26 main:574] : INFO : Epoch 1925 | loss: 0.0311946 | val_loss: 0.0311946 | Time: 4692.48 ms [2021-05-11 17:35:31 main:574] : INFO : Epoch 1926 | loss: 0.0311945 | val_loss: 0.0311938 | Time: 4875.7 ms [2021-05-11 17:35:36 main:574] : INFO : Epoch 1927 | loss: 0.031195 | val_loss: 0.0311908 | Time: 4730.9 ms [2021-05-11 17:35:41 main:574] : INFO : Epoch 1928 | loss: 0.0311905 | val_loss: 0.0311927 | Time: 4762.11 ms [2021-05-11 17:35:46 main:574] : INFO : Epoch 1929 | loss: 0.0311965 | val_loss: 0.0311912 | Time: 4663.01 ms [2021-05-11 17:35:50 main:574] : INFO : Epoch 1930 | loss: 0.0311925 | val_loss: 0.0311934 | Time: 4863.43 ms [2021-05-11 17:35:56 main:574] : INFO : Epoch 1931 | loss: 0.0311932 | val_loss: 0.0311882 | Time: 4966.81 ms [2021-05-11 17:36:01 main:574] : INFO : Epoch 1932 | loss: 0.0311898 | val_loss: 0.0311919 | Time: 4955.72 ms [2021-05-11 17:36:06 main:574] : INFO : Epoch 1933 | loss: 0.0311905 | val_loss: 0.0311921 | Time: 4818.03 ms [2021-05-11 17:36:10 main:574] : INFO : Epoch 1934 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 4777.2 ms [2021-05-11 17:36:15 main:574] : INFO : Epoch 1935 | loss: 0.0311909 | val_loss: 0.0311882 | Time: 4765 ms [2021-05-11 17:36:20 main:574] : INFO : Epoch 1936 | loss: 0.0311916 | val_loss: 0.0311937 | Time: 4724.94 ms [2021-05-11 17:36:25 main:574] : INFO : Epoch 1937 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 4733.24 ms [2021-05-11 17:36:30 main:574] : INFO : Epoch 1938 | loss: 0.0311917 | val_loss: 0.0311925 | Time: 4831.51 ms [2021-05-11 17:36:35 main:574] : INFO : Epoch 1939 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 5049.02 ms [2021-05-11 17:36:40 main:574] : INFO : Epoch 1940 | loss: 0.0311897 | val_loss: 0.0311888 | Time: 5077.54 ms [2021-05-11 17:36:45 main:574] : INFO : Epoch 1941 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 5032.08 ms [2021-05-11 17:36:50 main:574] : INFO : Epoch 1942 | loss: 0.0311895 | val_loss: 0.0311913 | Time: 4907.52 ms [2021-05-11 17:36:55 main:574] : INFO : Epoch 1943 | loss: 0.0311892 | val_loss: 0.0311896 | Time: 4872.5 ms [2021-05-11 17:37:00 main:574] : INFO : Epoch 1944 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 4801.32 ms [2021-05-11 17:37:05 main:574] : INFO : Epoch 1945 | loss: 0.0311903 | val_loss: 0.0311902 | Time: 4778.29 ms [2021-05-11 17:37:09 main:574] : INFO : Epoch 1946 | loss: 0.0311905 | val_loss: 0.0311875 | Time: 4737.75 ms [2021-05-11 17:37:14 main:574] : INFO : Epoch 1947 | loss: 0.0311881 | val_loss: 0.0311886 | Time: 4893.12 ms [2021-05-11 17:37:19 main:574] : INFO : Epoch 1948 | loss: 0.0311899 | val_loss: 0.0311939 | Time: 4802.05 ms [2021-05-11 17:37:24 main:574] : INFO : Epoch 1949 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 4824.2 ms [2021-05-11 17:37:29 main:574] : INFO : Epoch 1950 | loss: 0.0311928 | val_loss: 0.0311924 | Time: 4784.03 ms [2021-05-11 17:37:34 main:574] : INFO : Epoch 1951 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 4701.72 ms [2021-05-11 17:37:39 main:574] : INFO : Epoch 1952 | loss: 0.0311897 | val_loss: 0.0311874 | Time: 4934.38 ms [2021-05-11 17:37:43 main:574] : INFO : Epoch 1953 | loss: 0.031188 | val_loss: 0.0311923 | Time: 4733.92 ms [2021-05-11 17:37:48 main:574] : INFO : Epoch 1954 | loss: 0.0311923 | val_loss: 0.0311889 | Time: 4665.2 ms [2021-05-11 17:37:53 main:574] : INFO : Epoch 1955 | loss: 0.0311887 | val_loss: 0.0311896 | Time: 4808.48 ms [2021-05-11 17:37:58 main:574] : INFO : Epoch 1956 | loss: 0.0311883 | val_loss: 0.0311874 | Time: 4732.61 ms [2021-05-11 17:38:02 main:574] : INFO : Epoch 1957 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 4715.94 ms [2021-05-11 17:38:07 main:574] : INFO : Epoch 1958 | loss: 0.0311902 | val_loss: 0.0311879 | Time: 4749.54 ms [2021-05-11 17:38:12 main:574] : INFO : Epoch 1959 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 4909.87 ms [2021-05-11 17:38:17 main:574] : INFO : Epoch 1960 | loss: 0.0311901 | val_loss: 0.0311883 | Time: 4772.24 ms [2021-05-11 17:38:22 main:574] : INFO : Epoch 1961 | loss: 0.0311877 | val_loss: 0.0311869 | Time: 4803.34 ms [2021-05-11 17:38:27 main:574] : INFO : Epoch 1962 | loss: 0.031189 | val_loss: 0.0311882 | Time: 4778.7 ms [2021-05-11 17:38:32 main:574] : INFO : Epoch 1963 | loss: 0.0311897 | val_loss: 0.0311882 | Time: 5050.41 ms [2021-05-11 17:38:37 main:574] : INFO : Epoch 1964 | loss: 0.0311893 | val_loss: 0.0311873 | Time: 4895.84 ms [2021-05-11 17:38:42 main:574] : INFO : Epoch 1965 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 4896.25 ms [2021-05-11 17:38:47 main:574] : INFO : Epoch 1966 | loss: 0.0311881 | val_loss: 0.0311895 | Time: 4824.3 ms [2021-05-11 17:38:52 main:574] : INFO : Epoch 1967 | loss: 0.0311885 | val_loss: 0.0311972 | Time: 4857.88 ms [2021-05-11 17:38:56 main:574] : INFO : Epoch 1968 | loss: 0.0311895 | val_loss: 0.0311881 | Time: 4844.53 ms [2021-05-11 17:39:01 main:574] : INFO : Epoch 1969 | loss: 0.0311896 | val_loss: 0.0311866 | Time: 4815.59 ms [2021-05-11 17:39:06 main:574] : INFO : Epoch 1970 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 4776.13 ms [2021-05-11 17:39:11 main:574] : INFO : Epoch 1971 | loss: 0.0311879 | val_loss: 0.0311939 | Time: 4953.62 ms [2021-05-11 17:39:16 main:574] : INFO : Epoch 1972 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 4999.6 ms [2021-05-11 17:39:21 main:574] : INFO : Epoch 1973 | loss: 0.0311888 | val_loss: 0.0311869 | Time: 4811.16 ms [2021-05-11 17:39:26 main:574] : INFO : Epoch 1974 | loss: 0.0311888 | val_loss: 0.0311978 | Time: 4812.31 ms [2021-05-11 17:39:31 main:574] : INFO : Epoch 1975 | loss: 0.0311916 | val_loss: 0.0311885 | Time: 4890.92 ms [2021-05-11 17:39:36 main:574] : INFO : Epoch 1976 | loss: 0.0311883 | val_loss: 0.0311866 | Time: 4861.9 ms [2021-05-11 17:39:41 main:574] : INFO : Epoch 1977 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 4798.19 ms [2021-05-11 17:39:46 main:574] : INFO : Epoch 1978 | loss: 0.031188 | val_loss: 0.0311867 | Time: 4743.66 ms [2021-05-11 17:39:51 main:574] : INFO : Epoch 1979 | loss: 0.0311869 | val_loss: 0.0311886 | Time: 4780.81 ms [2021-05-11 17:39:56 main:574] : INFO : Epoch 1980 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 4728.03 ms [2021-05-11 17:40:00 main:574] : INFO : Epoch 1981 | loss: 0.0311896 | val_loss: 0.0311933 | Time: 4852.86 ms [2021-05-11 17:40:05 main:574] : INFO : Epoch 1982 | loss: 0.0311893 | val_loss: 0.0311891 | Time: 4760.22 ms [2021-05-11 17:40:10 main:574] : INFO : Epoch 1983 | loss: 0.0311879 | val_loss: 0.0311895 | Time: 4745.9 ms [2021-05-11 17:40:15 main:574] : INFO : Epoch 1984 | loss: 0.0311893 | val_loss: 0.031187 | Time: 4696.53 ms [2021-05-11 17:40:20 main:574] : INFO : Epoch 1985 | loss: 0.0311903 | val_loss: 0.0311972 | Time: 4803.71 ms [2021-05-11 17:40:25 main:574] : INFO : Epoch 1986 | loss: 0.0311892 | val_loss: 0.0311914 | Time: 4824.62 ms [2021-05-11 17:40:30 main:574] : INFO : Epoch 1987 | loss: 0.0311902 | val_loss: 0.0311955 | Time: 5210.81 ms [2021-05-11 17:40:35 main:574] : INFO : Epoch 1988 | loss: 0.0311895 | val_loss: 0.0311877 | Time: 4841.81 ms [2021-05-11 17:40:40 main:574] : INFO : Epoch 1989 | loss: 0.0311873 | val_loss: 0.0311874 | Time: 4881.77 ms [2021-05-11 17:40:44 main:574] : INFO : Epoch 1990 | loss: 0.0311869 | val_loss: 0.0311866 | Time: 4672.38 ms [2021-05-11 17:40:49 main:574] : INFO : Epoch 1991 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 4898.27 ms [2021-05-11 17:40:54 main:574] : INFO : Epoch 1992 | loss: 0.031188 | val_loss: 0.0311869 | Time: 5126.47 ms [2021-05-11 17:41:00 main:574] : INFO : Epoch 1993 | loss: 0.0311878 | val_loss: 0.0311876 | Time: 5390.84 ms [2021-05-11 17:41:05 main:574] : INFO : Epoch 1994 | loss: 0.0311877 | val_loss: 0.031189 | Time: 4929.04 ms [2021-05-11 17:41:10 main:574] : INFO : Epoch 1995 | loss: 0.0311888 | val_loss: 0.0311876 | Time: 4855.39 ms [2021-05-11 17:41:15 main:574] : INFO : Epoch 1996 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 5017.42 ms [2021-05-11 17:41:20 main:574] : INFO : Epoch 1997 | loss: 0.0311882 | val_loss: 0.0311898 | Time: 4793.09 ms [2021-05-11 17:41:24 main:574] : INFO : Epoch 1998 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 4629.83 ms [2021-05-11 17:41:29 main:574] : INFO : Epoch 1999 | loss: 0.031193 | val_loss: 0.0311951 | Time: 4876.07 ms [2021-05-11 17:41:34 main:574] : INFO : Epoch 2000 | loss: 0.0311905 | val_loss: 0.0311879 | Time: 4684.6 ms [2021-05-11 17:41:39 main:574] : INFO : Epoch 2001 | loss: 0.0311935 | val_loss: 0.0311888 | Time: 4810.17 ms [2021-05-11 17:41:44 main:574] : INFO : Epoch 2002 | loss: 0.0311871 | val_loss: 0.0311881 | Time: 4720.17 ms [2021-05-11 17:41:49 main:574] : INFO : Epoch 2003 | loss: 0.0311885 | val_loss: 0.0311882 | Time: 4801.62 ms [2021-05-11 17:41:54 main:574] : INFO : Epoch 2004 | loss: 0.0311874 | val_loss: 0.0311906 | Time: 4898.35 ms [2021-05-11 17:41:59 main:574] : INFO : Epoch 2005 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 4898.58 ms [2021-05-11 17:42:03 main:574] : INFO : Epoch 2006 | loss: 0.0311863 | val_loss: 0.0311898 | Time: 4747.06 ms [2021-05-11 17:42:08 main:574] : INFO : Epoch 2007 | loss: 0.0311883 | val_loss: 0.0311882 | Time: 4831.39 ms [2021-05-11 17:42:13 main:574] : INFO : Epoch 2008 | loss: 0.0311884 | val_loss: 0.0311874 | Time: 4958.22 ms [2021-05-11 17:42:18 main:574] : INFO : Epoch 2009 | loss: 0.0311863 | val_loss: 0.031191 | Time: 4790.13 ms [2021-05-11 17:42:23 main:574] : INFO : Epoch 2010 | loss: 0.0311872 | val_loss: 0.0311876 | Time: 4796.85 ms [2021-05-11 17:42:28 main:574] : INFO : Epoch 2011 | loss: 0.0311849 | val_loss: 0.0311959 | Time: 4695.86 ms [2021-05-11 17:42:33 main:574] : INFO : Epoch 2012 | loss: 0.0311943 | val_loss: 0.0311903 | Time: 4760.59 ms [2021-05-11 17:42:37 main:574] : INFO : Epoch 2013 | loss: 0.0311877 | val_loss: 0.0311865 | Time: 4686.64 ms [2021-05-11 17:42:42 main:574] : INFO : Epoch 2014 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 4737.74 ms [2021-05-11 17:42:47 main:574] : INFO : Epoch 2015 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 4913.29 ms [2021-05-11 17:42:52 main:574] : INFO : Epoch 2016 | loss: 0.0311859 | val_loss: 0.0311853 | Time: 4772.33 ms [2021-05-11 17:42:57 main:574] : INFO : Epoch 2017 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 4731.81 ms [2021-05-11 17:43:02 main:574] : INFO : Epoch 2018 | loss: 0.0311906 | val_loss: 0.0311868 | Time: 4974.05 ms [2021-05-11 17:43:07 main:574] : INFO : Epoch 2019 | loss: 0.0311879 | val_loss: 0.0311963 | Time: 4714.5 ms [2021-05-11 17:43:11 main:574] : INFO : Epoch 2020 | loss: 0.0311874 | val_loss: 0.031186 | Time: 4817.19 ms [2021-05-11 17:43:16 main:574] : INFO : Epoch 2021 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 4752.35 ms [2021-05-11 17:43:21 main:574] : INFO : Epoch 2022 | loss: 0.0311901 | val_loss: 0.0312026 | Time: 4794.01 ms [2021-05-11 17:43:26 main:574] : INFO : Epoch 2023 | loss: 0.0311962 | val_loss: 0.0312029 | Time: 5004.79 ms [2021-05-11 17:43:31 main:574] : INFO : Epoch 2024 | loss: 0.0311939 | val_loss: 0.0311936 | Time: 4687.21 ms [2021-05-11 17:43:36 main:574] : INFO : Epoch 2025 | loss: 0.0311898 | val_loss: 0.0311864 | Time: 4971.52 ms [2021-05-11 17:43:41 main:574] : INFO : Epoch 2026 | loss: 0.0311879 | val_loss: 0.0311887 | Time: 4871.38 ms [2021-05-11 17:43:46 main:574] : INFO : Epoch 2027 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 5031.33 ms [2021-05-11 17:43:51 main:574] : INFO : Epoch 2028 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 4877.11 ms [2021-05-11 17:43:56 main:574] : INFO : Epoch 2029 | loss: 0.0311879 | val_loss: 0.0311874 | Time: 4953.66 ms [2021-05-11 17:44:01 main:574] : INFO : Epoch 2030 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 4939.85 ms [2021-05-11 17:44:06 main:574] : INFO : Epoch 2031 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 4974.79 ms [2021-05-11 17:44:11 main:574] : INFO : Epoch 2032 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 4567.55 ms [2021-05-11 17:44:15 main:574] : INFO : Epoch 2033 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 4703.81 ms [2021-05-11 17:44:20 main:574] : INFO : Epoch 2034 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 4819.94 ms [2021-05-11 17:44:25 main:574] : INFO : Epoch 2035 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 4953.59 ms [2021-05-11 17:44:30 main:574] : INFO : Epoch 2036 | loss: 0.0311865 | val_loss: 0.0311871 | Time: 4770.36 ms [2021-05-11 17:44:35 main:574] : INFO : Epoch 2037 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 4978.32 ms [2021-05-11 17:44:40 main:574] : INFO : Epoch 2038 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 4835.63 ms [2021-05-11 17:44:45 main:574] : INFO : Epoch 2039 | loss: 0.0311886 | val_loss: 0.0311874 | Time: 5008.77 ms [2021-05-11 17:44:50 main:574] : INFO : Epoch 2040 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 4976.23 ms [2021-05-11 17:44:55 main:574] : INFO : Epoch 2041 | loss: 0.0311894 | val_loss: 0.0311928 | Time: 5007.75 ms [2021-05-11 17:45:00 main:574] : INFO : Epoch 2042 | loss: 0.0311904 | val_loss: 0.0311892 | Time: 4761.14 ms [2021-05-11 17:45:05 main:574] : INFO : Epoch 2043 | loss: 0.0311859 | val_loss: 0.0311883 | Time: 4672.98 ms [2021-05-11 17:45:09 main:574] : INFO : Epoch 2044 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 4749.94 ms [2021-05-11 17:45:14 main:574] : INFO : Epoch 2045 | loss: 0.03119 | val_loss: 0.0312023 | Time: 4677.87 ms [2021-05-11 17:45:19 main:574] : INFO : Epoch 2046 | loss: 0.031191 | val_loss: 0.0311859 | Time: 4836.76 ms [2021-05-11 17:45:24 main:574] : INFO : Epoch 2047 | loss: 0.031185 | val_loss: 0.031185 | Time: 4798.88 ms [2021-05-11 17:45:28 main:574] : INFO : Epoch 2048 | loss: 0.0311849 | val_loss: 0.0311876 | Time: 3869.31 ms [2021-05-11 17:45:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311876 [2021-05-11 17:45:28 main:603] : INFO : Saving end state to config to file [2021-05-11 17:45:28 main:608] : INFO : Success, exiting.. 17:45:28 (1460): 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)