Task 14550806
| Name | ParityModified-1647045344-2349-3-0_0 |
| Workunit | 11575636 |
| Created | 8 Apr 2022, 15:57:24 UTC |
| Sent | 10 Apr 2022, 10:41:21 UTC |
| Report deadline | 18 Apr 2022, 10:41:21 UTC |
| Received | 10 Apr 2022, 14:36:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 15 sec |
| CPU time | 2 hours 59 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311403 | val_loss: 0.0311524 | Time: 5328.99 ms [2022-04-10 16:00:25 main:574] : INFO : Epoch 1543 | loss: 0.0311397 | val_loss: 0.0311527 | Time: 5326.09 ms [2022-04-10 16:00:31 main:574] : INFO : Epoch 1544 | loss: 0.0311415 | val_loss: 0.0311625 | Time: 5330.44 ms [2022-04-10 16:00:36 main:574] : INFO : Epoch 1545 | loss: 0.031147 | val_loss: 0.0311568 | Time: 5332.56 ms [2022-04-10 16:00:41 main:574] : INFO : Epoch 1546 | loss: 0.031154 | val_loss: 0.031158 | Time: 5331.53 ms [2022-04-10 16:00:47 main:574] : INFO : Epoch 1547 | loss: 0.0311574 | val_loss: 0.0311557 | Time: 5334.87 ms [2022-04-10 16:00:52 main:574] : INFO : Epoch 1548 | loss: 0.0311568 | val_loss: 0.0311567 | Time: 5329.04 ms [2022-04-10 16:00:57 main:574] : INFO : Epoch 1549 | loss: 0.0311569 | val_loss: 0.0311607 | Time: 5330.62 ms [2022-04-10 16:01:03 main:574] : INFO : Epoch 1550 | loss: 0.0311541 | val_loss: 0.0311553 | Time: 5329.99 ms [2022-04-10 16:01:08 main:574] : INFO : Epoch 1551 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 5332.93 ms [2022-04-10 16:01:13 main:574] : INFO : Epoch 1552 | loss: 0.0311672 | val_loss: 0.0311687 | Time: 5330.27 ms [2022-04-10 16:01:19 main:574] : INFO : Epoch 1553 | loss: 0.0311712 | val_loss: 0.0311654 | Time: 5331.25 ms [2022-04-10 16:01:24 main:574] : INFO : Epoch 1554 | loss: 0.0311674 | val_loss: 0.0311653 | Time: 5329.42 ms [2022-04-10 16:01:29 main:574] : INFO : Epoch 1555 | loss: 0.0311656 | val_loss: 0.0311637 | Time: 5331.41 ms [2022-04-10 16:01:35 main:574] : INFO : Epoch 1556 | loss: 0.0311637 | val_loss: 0.0311621 | Time: 5328.38 ms [2022-04-10 16:01:40 main:574] : INFO : Epoch 1557 | loss: 0.0311614 | val_loss: 0.0311636 | Time: 5334.49 ms [2022-04-10 16:01:45 main:574] : INFO : Epoch 1558 | loss: 0.0311626 | val_loss: 0.0311609 | Time: 5332.44 ms [2022-04-10 16:01:51 main:574] : INFO : Epoch 1559 | loss: 0.0311587 | val_loss: 0.0311599 | Time: 5333.78 ms [2022-04-10 16:01:56 main:574] : INFO : Epoch 1560 | loss: 0.0311578 | val_loss: 0.0311633 | Time: 5332.43 ms [2022-04-10 16:02:01 main:574] : INFO : Epoch 1561 | loss: 0.0311599 | val_loss: 0.0311621 | Time: 5330.64 ms [2022-04-10 16:02:07 main:574] : INFO : Epoch 1562 | loss: 0.031158 | val_loss: 0.0311644 | Time: 5332.54 ms [2022-04-10 16:02:12 main:574] : INFO : Epoch 1563 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 5331.04 ms [2022-04-10 16:02:17 main:574] : INFO : Epoch 1564 | loss: 0.0311569 | val_loss: 0.03116 | Time: 5330.08 ms [2022-04-10 16:02:23 main:574] : INFO : Epoch 1565 | loss: 0.0311551 | val_loss: 0.0311609 | Time: 5328.03 ms [2022-04-10 16:02:28 main:574] : INFO : Epoch 1566 | loss: 0.0311542 | val_loss: 0.0311588 | Time: 5328.43 ms [2022-04-10 16:02:33 main:574] : INFO : Epoch 1567 | loss: 0.0311517 | val_loss: 0.0311592 | Time: 5336.58 ms [2022-04-10 16:02:39 main:574] : INFO : Epoch 1568 | loss: 0.0311513 | val_loss: 0.0311604 | Time: 5331.45 ms [2022-04-10 16:02:44 main:574] : INFO : Epoch 1569 | loss: 0.0311508 | val_loss: 0.0311578 | Time: 5322.62 ms [2022-04-10 16:02:49 main:574] : INFO : Epoch 1570 | loss: 0.0311502 | val_loss: 0.0311595 | Time: 5322.62 ms [2022-04-10 16:02:55 main:574] : INFO : Epoch 1571 | loss: 0.0311533 | val_loss: 0.0311663 | Time: 5330.82 ms [2022-04-10 16:03:00 main:574] : INFO : Epoch 1572 | loss: 0.0311578 | val_loss: 0.0311586 | Time: 5329.82 ms [2022-04-10 16:03:05 main:574] : INFO : Epoch 1573 | loss: 0.0311553 | val_loss: 0.0311595 | Time: 5329.8 ms [2022-04-10 16:03:11 main:574] : INFO : Epoch 1574 | loss: 0.031154 | val_loss: 0.0311592 | Time: 5331.13 ms [2022-04-10 16:03:16 main:574] : INFO : Epoch 1575 | loss: 0.0311525 | val_loss: 0.0311601 | Time: 5335.26 ms [2022-04-10 16:03:21 main:574] : INFO : Epoch 1576 | loss: 0.0311521 | val_loss: 0.0311598 | Time: 5333.49 ms [2022-04-10 16:03:27 main:574] : INFO : Epoch 1577 | loss: 0.0311514 | val_loss: 0.0311601 | Time: 5335.19 ms [2022-04-10 16:03:32 main:574] : INFO : Epoch 1578 | loss: 0.03115 | val_loss: 0.0311586 | Time: 5330.58 ms [2022-04-10 16:03:37 main:574] : INFO : Epoch 1579 | loss: 0.0311484 | val_loss: 0.0311593 | Time: 5337.07 ms [2022-04-10 16:03:43 main:574] : INFO : Epoch 1580 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 5326.18 ms [2022-04-10 16:03:48 main:574] : INFO : Epoch 1581 | loss: 0.0311486 | val_loss: 0.0311588 | Time: 5327.88 ms [2022-04-10 16:03:53 main:574] : INFO : Epoch 1582 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 5331.44 ms [2022-04-10 16:03:59 main:574] : INFO : Epoch 1583 | loss: 0.031149 | val_loss: 0.0311629 | Time: 5331.49 ms [2022-04-10 16:04:04 main:574] : INFO : Epoch 1584 | loss: 0.0311499 | val_loss: 0.0311586 | Time: 5330 ms [2022-04-10 16:04:09 main:574] : INFO : Epoch 1585 | loss: 0.0311469 | val_loss: 0.0311585 | Time: 5327.3 ms [2022-04-10 16:04:15 main:574] : INFO : Epoch 1586 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 5328.93 ms [2022-04-10 16:04:20 main:574] : INFO : Epoch 1587 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 5330.47 ms [2022-04-10 16:04:25 main:574] : INFO : Epoch 1588 | loss: 0.0311451 | val_loss: 0.0311603 | Time: 5334.99 ms [2022-04-10 16:04:31 main:574] : INFO : Epoch 1589 | loss: 0.0311465 | val_loss: 0.0311565 | Time: 5334.34 ms [2022-04-10 16:04:36 main:574] : INFO : Epoch 1590 | loss: 0.0311455 | val_loss: 0.0311617 | Time: 5326.36 ms [2022-04-10 16:04:41 main:574] : INFO : Epoch 1591 | loss: 0.0311595 | val_loss: 0.0311713 | Time: 5329.51 ms [2022-04-10 16:04:47 main:574] : INFO : Epoch 1592 | loss: 0.0311557 | val_loss: 0.0311641 | Time: 5330.01 ms [2022-04-10 16:04:52 main:574] : INFO : Epoch 1593 | loss: 0.0311491 | val_loss: 0.0311607 | Time: 5329.55 ms [2022-04-10 16:04:57 main:574] : INFO : Epoch 1594 | loss: 0.0311507 | val_loss: 0.031158 | Time: 5328.28 ms [2022-04-10 16:05:03 main:574] : INFO : Epoch 1595 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 5338.13 ms [2022-04-10 16:05:08 main:574] : INFO : Epoch 1596 | loss: 0.0311475 | val_loss: 0.0311585 | Time: 5336.2 ms [2022-04-10 16:05:13 main:574] : INFO : Epoch 1597 | loss: 0.0311464 | val_loss: 0.0311568 | Time: 5331 ms [2022-04-10 16:05:19 main:574] : INFO : Epoch 1598 | loss: 0.0311459 | val_loss: 0.031154 | Time: 5337.39 ms [2022-04-10 16:05:24 main:574] : INFO : Epoch 1599 | loss: 0.0311454 | val_loss: 0.0311555 | Time: 5330.02 ms [2022-04-10 16:05:29 main:574] : INFO : Epoch 1600 | loss: 0.0311448 | val_loss: 0.0311562 | Time: 5329.29 ms [2022-04-10 16:05:35 main:574] : INFO : Epoch 1601 | loss: 0.0311445 | val_loss: 0.0311561 | Time: 5329.62 ms [2022-04-10 16:05:40 main:574] : INFO : Epoch 1602 | loss: 0.0311463 | val_loss: 0.0311589 | Time: 5340.41 ms [2022-04-10 16:05:45 main:574] : INFO : Epoch 1603 | loss: 0.0311494 | val_loss: 0.0311576 | Time: 5336.51 ms [2022-04-10 16:05:51 main:574] : INFO : Epoch 1604 | loss: 0.0311467 | val_loss: 0.0311588 | Time: 5324.94 ms [2022-04-10 16:05:56 main:574] : INFO : Epoch 1605 | loss: 0.031149 | val_loss: 0.0311559 | Time: 5333.47 ms [2022-04-10 16:06:01 main:574] : INFO : Epoch 1606 | loss: 0.0311498 | val_loss: 0.0311627 | Time: 5331.56 ms [2022-04-10 16:06:07 main:574] : INFO : Epoch 1607 | loss: 0.0311546 | val_loss: 0.0311612 | Time: 5330.68 ms [2022-04-10 16:06:12 main:574] : INFO : Epoch 1608 | loss: 0.031154 | val_loss: 0.0311598 | Time: 5331.93 ms [2022-04-10 16:06:17 main:574] : INFO : Epoch 1609 | loss: 0.0311524 | val_loss: 0.0311583 | Time: 5337.26 ms [2022-04-10 16:06:23 main:574] : INFO : Epoch 1610 | loss: 0.0311543 | val_loss: 0.0311665 | Time: 5335.99 ms [2022-04-10 16:06:28 main:574] : INFO : Epoch 1611 | loss: 0.0311552 | val_loss: 0.0311603 | Time: 5328.24 ms [2022-04-10 16:06:33 main:574] : INFO : Epoch 1612 | loss: 0.0311518 | val_loss: 0.0311589 | Time: 5326.41 ms [2022-04-10 16:06:39 main:574] : INFO : Epoch 1613 | loss: 0.0311503 | val_loss: 0.0311572 | Time: 5333.4 ms [2022-04-10 16:06:44 main:574] : INFO : Epoch 1614 | loss: 0.0311475 | val_loss: 0.0311546 | Time: 5330.47 ms [2022-04-10 16:06:49 main:574] : INFO : Epoch 1615 | loss: 0.0311466 | val_loss: 0.0311567 | Time: 5331.64 ms [2022-04-10 16:06:55 main:574] : INFO : Epoch 1616 | loss: 0.0311446 | val_loss: 0.0311572 | Time: 5330.83 ms [2022-04-10 16:07:00 main:574] : INFO : Epoch 1617 | loss: 0.0311444 | val_loss: 0.0311567 | Time: 5326.53 ms [2022-04-10 16:07:05 main:574] : INFO : Epoch 1618 | loss: 0.0311459 | val_loss: 0.0311559 | Time: 5328.49 ms [2022-04-10 16:07:11 main:574] : INFO : Epoch 1619 | loss: 0.0311438 | val_loss: 0.0311549 | Time: 5330.5 ms [2022-04-10 16:07:16 main:574] : INFO : Epoch 1620 | loss: 0.0311435 | val_loss: 0.0311544 | Time: 5335.19 ms [2022-04-10 16:07:21 main:574] : INFO : Epoch 1621 | loss: 0.0311422 | val_loss: 0.0311567 | Time: 5330.2 ms [2022-04-10 16:07:27 main:574] : INFO : Epoch 1622 | loss: 0.0311417 | val_loss: 0.0311592 | Time: 5328.28 ms [2022-04-10 16:07:32 main:574] : INFO : Epoch 1623 | loss: 0.031141 | val_loss: 0.0311572 | Time: 5309.33 ms [2022-04-10 16:07:37 main:574] : INFO : Epoch 1624 | loss: 0.0311398 | val_loss: 0.031158 | Time: 5334.01 ms [2022-04-10 16:07:43 main:574] : INFO : Epoch 1625 | loss: 0.031146 | val_loss: 0.0311592 | Time: 5329.73 ms [2022-04-10 16:07:48 main:574] : INFO : Epoch 1626 | loss: 0.0311552 | val_loss: 0.0311613 | Time: 5326.02 ms [2022-04-10 16:07:53 main:574] : INFO : Epoch 1627 | loss: 0.0311535 | val_loss: 0.0311569 | Time: 5328.36 ms [2022-04-10 16:07:59 main:574] : INFO : Epoch 1628 | loss: 0.0311511 | val_loss: 0.0311568 | Time: 5323.43 ms [2022-04-10 16:08:04 main:574] : INFO : Epoch 1629 | loss: 0.0311498 | val_loss: 0.0311561 | Time: 5331.15 ms [2022-04-10 16:08:09 main:574] : INFO : Epoch 1630 | loss: 0.0311495 | val_loss: 0.0311586 | Time: 5339.56 ms [2022-04-10 16:08:15 main:574] : INFO : Epoch 1631 | loss: 0.0311511 | val_loss: 0.031158 | Time: 5333.78 ms [2022-04-10 16:08:20 main:574] : INFO : Epoch 1632 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 5328.12 ms [2022-04-10 16:08:25 main:574] : INFO : Epoch 1633 | loss: 0.0311515 | val_loss: 0.0311602 | Time: 5328.43 ms [2022-04-10 16:08:31 main:574] : INFO : Epoch 1634 | loss: 0.0311494 | val_loss: 0.0311539 | Time: 5336.38 ms [2022-04-10 16:08:36 main:574] : INFO : Epoch 1635 | loss: 0.0311465 | val_loss: 0.0311567 | Time: 5327.96 ms [2022-04-10 16:08:41 main:574] : INFO : Epoch 1636 | loss: 0.0311479 | val_loss: 0.0311564 | Time: 5338.52 ms [2022-04-10 16:08:47 main:574] : INFO : Epoch 1637 | loss: 0.0311452 | val_loss: 0.0311542 | Time: 5338.52 ms [2022-04-10 16:08:52 main:574] : INFO : Epoch 1638 | loss: 0.0311454 | val_loss: 0.0311634 | Time: 5335.32 ms [2022-04-10 16:08:57 main:574] : INFO : Epoch 1639 | loss: 0.0311483 | val_loss: 0.0311534 | Time: 5312.66 ms [2022-04-10 16:09:03 main:574] : INFO : Epoch 1640 | loss: 0.0311455 | val_loss: 0.0311531 | Time: 5326.18 ms [2022-04-10 16:09:08 main:574] : INFO : Epoch 1641 | loss: 0.0311438 | val_loss: 0.0311515 | Time: 5329.98 ms [2022-04-10 16:09:13 main:574] : INFO : Epoch 1642 | loss: 0.0311437 | val_loss: 0.031152 | Time: 5329.27 ms [2022-04-10 16:09:19 main:574] : INFO : Epoch 1643 | loss: 0.0311471 | val_loss: 0.0311533 | Time: 5329.97 ms [2022-04-10 16:09:24 main:574] : INFO : Epoch 1644 | loss: 0.0311461 | val_loss: 0.031154 | Time: 5337.9 ms [2022-04-10 16:09:29 main:574] : INFO : Epoch 1645 | loss: 0.0311439 | val_loss: 0.031154 | Time: 5329.9 ms [2022-04-10 16:09:35 main:574] : INFO : Epoch 1646 | loss: 0.0311448 | val_loss: 0.0311562 | Time: 5333.77 ms [2022-04-10 16:09:40 main:574] : INFO : Epoch 1647 | loss: 0.0311424 | val_loss: 0.0311549 | Time: 5330.1 ms [2022-04-10 16:09:45 main:574] : INFO : Epoch 1648 | loss: 0.0311442 | val_loss: 0.0311551 | Time: 5328.53 ms [2022-04-10 16:09:51 main:574] : INFO : Epoch 1649 | loss: 0.0311454 | val_loss: 0.031152 | Time: 5329.7 ms [2022-04-10 16:09:56 main:574] : INFO : Epoch 1650 | loss: 0.0311456 | val_loss: 0.0311521 | Time: 5331.49 ms [2022-04-10 16:10:01 main:574] : INFO : Epoch 1651 | loss: 0.0311443 | val_loss: 0.0311537 | Time: 5332.45 ms [2022-04-10 16:10:07 main:574] : INFO : Epoch 1652 | loss: 0.0311446 | val_loss: 0.0311537 | Time: 5317.29 ms [2022-04-10 16:10:12 main:574] : INFO : Epoch 1653 | loss: 0.031146 | val_loss: 0.0311562 | Time: 5329.3 ms [2022-04-10 16:10:17 main:574] : INFO : Epoch 1654 | loss: 0.0311455 | val_loss: 0.0311544 | Time: 5332.13 ms [2022-04-10 16:10:23 main:574] : INFO : Epoch 1655 | loss: 0.0311451 | val_loss: 0.0311532 | Time: 5335.93 ms [2022-04-10 16:10:28 main:574] : INFO : Epoch 1656 | loss: 0.0311441 | val_loss: 0.0311536 | Time: 5334.21 ms [2022-04-10 16:10:33 main:574] : INFO : Epoch 1657 | loss: 0.0311437 | val_loss: 0.0311552 | Time: 5327.74 ms [2022-04-10 16:10:39 main:574] : INFO : Epoch 1658 | loss: 0.0311461 | val_loss: 0.0311545 | Time: 5333.59 ms [2022-04-10 16:10:44 main:574] : INFO : Epoch 1659 | loss: 0.0311429 | val_loss: 0.0311524 | Time: 5332.64 ms [2022-04-10 16:10:49 main:574] : INFO : Epoch 1660 | loss: 0.0311422 | val_loss: 0.0311535 | Time: 5333.98 ms [2022-04-10 16:10:55 main:574] : INFO : Epoch 1661 | loss: 0.0311419 | val_loss: 0.0311568 | Time: 5327.55 ms [2022-04-10 16:11:00 main:574] : INFO : Epoch 1662 | loss: 0.0311413 | val_loss: 0.0311517 | Time: 5337.9 ms [2022-04-10 16:11:05 main:574] : INFO : Epoch 1663 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 5330.53 ms [2022-04-10 16:11:11 main:574] : INFO : Epoch 1664 | loss: 0.0311423 | val_loss: 0.0311564 | Time: 5334.73 ms [2022-04-10 16:11:16 main:574] : INFO : Epoch 1665 | loss: 0.0311451 | val_loss: 0.031156 | Time: 5334.11 ms [2022-04-10 16:11:21 main:574] : INFO : Epoch 1666 | loss: 0.0311421 | val_loss: 0.0311541 | Time: 5332.3 ms [2022-04-10 16:11:27 main:574] : INFO : Epoch 1667 | loss: 0.0311399 | val_loss: 0.0311548 | Time: 5329.67 ms [2022-04-10 16:11:32 main:574] : INFO : Epoch 1668 | loss: 0.0311394 | val_loss: 0.0311557 | Time: 5328.9 ms [2022-04-10 16:11:37 main:574] : INFO : Epoch 1669 | loss: 0.0311392 | val_loss: 0.0311546 | Time: 5330.46 ms [2022-04-10 16:11:43 main:574] : INFO : Epoch 1670 | loss: 0.0311395 | val_loss: 0.031155 | Time: 5329.59 ms [2022-04-10 16:11:48 main:574] : INFO : Epoch 1671 | loss: 0.0311383 | val_loss: 0.0311557 | Time: 5330.56 ms [2022-04-10 16:11:53 main:574] : INFO : Epoch 1672 | loss: 0.0311399 | val_loss: 0.0311542 | Time: 5334.46 ms [2022-04-10 16:11:59 main:574] : INFO : Epoch 1673 | loss: 0.0311393 | val_loss: 0.0311552 | Time: 5332.9 ms [2022-04-10 16:12:04 main:574] : INFO : Epoch 1674 | loss: 0.0311406 | val_loss: 0.031156 | Time: 5332.13 ms [2022-04-10 16:12:09 main:574] : INFO : Epoch 1675 | loss: 0.0311404 | val_loss: 0.0311558 | Time: 5331.85 ms [2022-04-10 16:12:15 main:574] : INFO : Epoch 1676 | loss: 0.0311435 | val_loss: 0.0311577 | Time: 5324.28 ms [2022-04-10 16:12:20 main:574] : INFO : Epoch 1677 | loss: 0.0311405 | val_loss: 0.0311526 | Time: 5332.23 ms [2022-04-10 16:12:25 main:574] : INFO : Epoch 1678 | loss: 0.0311394 | val_loss: 0.0311518 | Time: 5332.3 ms [2022-04-10 16:12:31 main:574] : INFO : Epoch 1679 | loss: 0.0311397 | val_loss: 0.0311533 | Time: 5336.96 ms [2022-04-10 16:12:36 main:574] : INFO : Epoch 1680 | loss: 0.0311396 | val_loss: 0.0311528 | Time: 5332.27 ms [2022-04-10 16:12:41 main:574] : INFO : Epoch 1681 | loss: 0.0311383 | val_loss: 0.0311531 | Time: 5330.99 ms [2022-04-10 16:12:47 main:574] : INFO : Epoch 1682 | loss: 0.0311393 | val_loss: 0.0311522 | Time: 5328.77 ms [2022-04-10 16:12:52 main:574] : INFO : Epoch 1683 | loss: 0.0311387 | val_loss: 0.0311514 | Time: 5332.39 ms [2022-04-10 16:12:58 main:574] : INFO : Epoch 1684 | loss: 0.0311406 | val_loss: 0.0311533 | Time: 5332.49 ms [2022-04-10 16:13:03 main:574] : INFO : Epoch 1685 | loss: 0.0311383 | val_loss: 0.0311576 | Time: 5332.59 ms [2022-04-10 16:13:08 main:574] : INFO : Epoch 1686 | loss: 0.0311384 | val_loss: 0.0311547 | Time: 5332.79 ms [2022-04-10 16:13:14 main:574] : INFO : Epoch 1687 | loss: 0.0311377 | val_loss: 0.0311536 | Time: 5325.48 ms [2022-04-10 16:13:19 main:574] : INFO : Epoch 1688 | loss: 0.031138 | val_loss: 0.0311543 | Time: 5324.36 ms [2022-04-10 16:13:24 main:574] : INFO : Epoch 1689 | loss: 0.0311373 | val_loss: 0.0311533 | Time: 5330.46 ms [2022-04-10 16:13:30 main:574] : INFO : Epoch 1690 | loss: 0.0311385 | val_loss: 0.0311521 | Time: 5329.95 ms [2022-04-10 16:13:35 main:574] : INFO : Epoch 1691 | loss: 0.031139 | val_loss: 0.0311525 | Time: 5326.49 ms [2022-04-10 16:13:40 main:574] : INFO : Epoch 1692 | loss: 0.0311415 | val_loss: 0.0311586 | Time: 5334.03 ms [2022-04-10 16:13:46 main:574] : INFO : Epoch 1693 | loss: 0.0312385 | val_loss: 0.0312507 | Time: 5338.55 ms [2022-04-10 16:13:51 main:574] : INFO : Epoch 1694 | loss: 0.0320836 | val_loss: 0.0314753 | Time: 5332.45 ms [2022-04-10 16:13:56 main:574] : INFO : Epoch 1695 | loss: 0.0312846 | val_loss: 0.0311995 | Time: 5326.61 ms [2022-04-10 16:14:02 main:574] : INFO : Epoch 1696 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 5327.6 ms [2022-04-10 16:14:07 main:574] : INFO : Epoch 1697 | loss: 0.0311482 | val_loss: 0.031155 | Time: 5326.03 ms [2022-04-10 16:14:12 main:574] : INFO : Epoch 1698 | loss: 0.0311422 | val_loss: 0.03116 | Time: 5329.35 ms [2022-04-10 16:14:18 main:574] : INFO : Epoch 1699 | loss: 0.0311458 | val_loss: 0.0311551 | Time: 5331.78 ms [2022-04-10 16:14:23 main:574] : INFO : Epoch 1700 | loss: 0.0311411 | val_loss: 0.0311516 | Time: 5336.18 ms [2022-04-10 16:14:28 main:574] : INFO : Epoch 1701 | loss: 0.0311384 | val_loss: 0.0311512 | Time: 5331.16 ms [2022-04-10 16:14:34 main:574] : INFO : Epoch 1702 | loss: 0.0311389 | val_loss: 0.0311526 | Time: 5328.61 ms [2022-04-10 16:14:39 main:574] : INFO : Epoch 1703 | loss: 0.0311379 | val_loss: 0.031152 | Time: 5328.67 ms [2022-04-10 16:14:44 main:574] : INFO : Epoch 1704 | loss: 0.0311378 | val_loss: 0.0311545 | Time: 5332.3 ms [2022-04-10 16:14:50 main:574] : INFO : Epoch 1705 | loss: 0.0311393 | val_loss: 0.0311533 | Time: 5327.75 ms [2022-04-10 16:14:55 main:574] : INFO : Epoch 1706 | loss: 0.0311377 | val_loss: 0.0311529 | Time: 5326.82 ms [2022-04-10 16:15:00 main:574] : INFO : Epoch 1707 | loss: 0.0311371 | val_loss: 0.0311551 | Time: 5359.71 ms [2022-04-10 16:15:06 main:574] : INFO : Epoch 1708 | loss: 0.0311367 | val_loss: 0.0311537 | Time: 5334.34 ms [2022-04-10 16:15:11 main:574] : INFO : Epoch 1709 | loss: 0.0311373 | val_loss: 0.0311538 | Time: 5328.36 ms [2022-04-10 16:15:16 main:574] : INFO : Epoch 1710 | loss: 0.0311375 | val_loss: 0.0311533 | Time: 5336.49 ms [2022-04-10 16:15:22 main:574] : INFO : Epoch 1711 | loss: 0.0311382 | val_loss: 0.0311549 | Time: 5327.31 ms [2022-04-10 16:15:27 main:574] : INFO : Epoch 1712 | loss: 0.0311374 | val_loss: 0.0311586 | Time: 5330.37 ms [2022-04-10 16:15:32 main:574] : INFO : Epoch 1713 | loss: 0.0311378 | val_loss: 0.0311594 | Time: 5331.54 ms [2022-04-10 16:15:38 main:574] : INFO : Epoch 1714 | loss: 0.0311389 | val_loss: 0.0311581 | Time: 5335.45 ms [2022-04-10 16:15:43 main:574] : INFO : Epoch 1715 | loss: 0.0311408 | val_loss: 0.0311525 | Time: 5332.6 ms [2022-04-10 16:15:48 main:574] : INFO : Epoch 1716 | loss: 0.0311412 | val_loss: 0.0311531 | Time: 5329.67 ms [2022-04-10 16:15:54 main:574] : INFO : Epoch 1717 | loss: 0.0311401 | val_loss: 0.0311524 | Time: 5325.25 ms [2022-04-10 16:15:59 main:574] : INFO : Epoch 1718 | loss: 0.0311421 | val_loss: 0.0311594 | Time: 5329.65 ms [2022-04-10 16:16:04 main:574] : INFO : Epoch 1719 | loss: 0.0311507 | val_loss: 0.0311581 | Time: 5327.49 ms [2022-04-10 16:16:10 main:574] : INFO : Epoch 1720 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 5329.24 ms [2022-04-10 16:16:15 main:574] : INFO : Epoch 1721 | loss: 0.0311474 | val_loss: 0.0311583 | Time: 5336.15 ms [2022-04-10 16:16:20 main:574] : INFO : Epoch 1722 | loss: 0.0311463 | val_loss: 0.0311537 | Time: 5339.83 ms [2022-04-10 16:16:26 main:574] : INFO : Epoch 1723 | loss: 0.0311441 | val_loss: 0.0311557 | Time: 5327.11 ms [2022-04-10 16:16:31 main:574] : INFO : Epoch 1724 | loss: 0.0311453 | val_loss: 0.031157 | Time: 5329.5 ms [2022-04-10 16:16:36 main:574] : INFO : Epoch 1725 | loss: 0.0311449 | val_loss: 0.0311541 | Time: 5329.01 ms [2022-04-10 16:16:42 main:574] : INFO : Epoch 1726 | loss: 0.0311438 | val_loss: 0.0311601 | Time: 5330.6 ms [2022-04-10 16:16:47 main:574] : INFO : Epoch 1727 | loss: 0.0311455 | val_loss: 0.0311543 | Time: 5329.51 ms [2022-04-10 16:16:52 main:574] : INFO : Epoch 1728 | loss: 0.031142 | val_loss: 0.0311561 | Time: 5333.05 ms [2022-04-10 16:16:58 main:574] : INFO : Epoch 1729 | loss: 0.0311423 | val_loss: 0.0311544 | Time: 5336.2 ms [2022-04-10 16:17:03 main:574] : INFO : Epoch 1730 | loss: 0.0311414 | val_loss: 0.0311528 | Time: 5325.67 ms [2022-04-10 16:17:08 main:574] : INFO : Epoch 1731 | loss: 0.0311409 | val_loss: 0.0311558 | Time: 5344.23 ms [2022-04-10 16:17:14 main:574] : INFO : Epoch 1732 | loss: 0.0311409 | val_loss: 0.0311543 | Time: 5329.5 ms [2022-04-10 16:17:19 main:574] : INFO : Epoch 1733 | loss: 0.0311402 | val_loss: 0.031154 | Time: 5323.3 ms [2022-04-10 16:17:24 main:574] : INFO : Epoch 1734 | loss: 0.0311397 | val_loss: 0.0311559 | Time: 5334.59 ms [2022-04-10 16:17:30 main:574] : INFO : Epoch 1735 | loss: 0.0311403 | val_loss: 0.0311546 | Time: 5342.99 ms [2022-04-10 16:17:35 main:574] : INFO : Epoch 1736 | loss: 0.0311406 | val_loss: 0.0311519 | Time: 5338.19 ms [2022-04-10 16:17:40 main:574] : INFO : Epoch 1737 | loss: 0.0311388 | val_loss: 0.0311536 | Time: 5332.39 ms [2022-04-10 16:17:46 main:574] : INFO : Epoch 1738 | loss: 0.031138 | val_loss: 0.0311536 | Time: 5329.03 ms [2022-04-10 16:17:51 main:574] : INFO : Epoch 1739 | loss: 0.0311369 | val_loss: 0.0311538 | Time: 5331.02 ms [2022-04-10 16:17:56 main:574] : INFO : Epoch 1740 | loss: 0.0311364 | val_loss: 0.0311523 | Time: 5327.23 ms [2022-04-10 16:18:02 main:574] : INFO : Epoch 1741 | loss: 0.0311365 | val_loss: 0.0311562 | Time: 5328.78 ms [2022-04-10 16:18:07 main:574] : INFO : Epoch 1742 | loss: 0.0311375 | val_loss: 0.0311525 | Time: 5337.8 ms [2022-04-10 16:18:12 main:574] : INFO : Epoch 1743 | loss: 0.0311366 | val_loss: 0.0311542 | Time: 5330.9 ms [2022-04-10 16:18:18 main:574] : INFO : Epoch 1744 | loss: 0.0311357 | val_loss: 0.0311619 | Time: 5326.66 ms [2022-04-10 16:18:23 main:574] : INFO : Epoch 1745 | loss: 0.0311377 | val_loss: 0.0311601 | Time: 5334.17 ms [2022-04-10 16:18:28 main:574] : INFO : Epoch 1746 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 5327.15 ms [2022-04-10 16:18:34 main:574] : INFO : Epoch 1747 | loss: 0.0311374 | val_loss: 0.0311574 | Time: 5325.64 ms [2022-04-10 16:18:39 main:574] : INFO : Epoch 1748 | loss: 0.0311376 | val_loss: 0.0311579 | Time: 5331.4 ms [2022-04-10 16:18:44 main:574] : INFO : Epoch 1749 | loss: 0.0311399 | val_loss: 0.0311579 | Time: 5332.85 ms [2022-04-10 16:18:50 main:574] : INFO : Epoch 1750 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 5326.39 ms [2022-04-10 16:18:55 main:574] : INFO : Epoch 1751 | loss: 0.0311379 | val_loss: 0.0311555 | Time: 5324.09 ms [2022-04-10 16:19:00 main:574] : INFO : Epoch 1752 | loss: 0.0311365 | val_loss: 0.0311532 | Time: 5331.82 ms [2022-04-10 16:19:06 main:574] : INFO : Epoch 1753 | loss: 0.0311358 | val_loss: 0.0311535 | Time: 5331.06 ms [2022-04-10 16:19:11 main:574] : INFO : Epoch 1754 | loss: 0.0311363 | val_loss: 0.031151 | Time: 5328.99 ms [2022-04-10 16:19:16 main:574] : INFO : Epoch 1755 | loss: 0.031136 | val_loss: 0.0311535 | Time: 5327.07 ms [2022-04-10 16:19:22 main:574] : INFO : Epoch 1756 | loss: 0.0311435 | val_loss: 0.0311524 | Time: 5338.8 ms [2022-04-10 16:19:27 main:574] : INFO : Epoch 1757 | loss: 0.0311445 | val_loss: 0.031151 | Time: 5340.66 ms [2022-04-10 16:19:32 main:574] : INFO : Epoch 1758 | loss: 0.0311422 | val_loss: 0.03115 | Time: 5327.21 ms [2022-04-10 16:19:38 main:574] : INFO : Epoch 1759 | loss: 0.0311402 | val_loss: 0.0311529 | Time: 5329.76 ms [2022-04-10 16:19:43 main:574] : INFO : Epoch 1760 | loss: 0.0311404 | val_loss: 0.0311511 | Time: 5335.11 ms [2022-04-10 16:19:48 main:574] : INFO : Epoch 1761 | loss: 0.031137 | val_loss: 0.0311501 | Time: 5329.87 ms [2022-04-10 16:19:54 main:574] : INFO : Epoch 1762 | loss: 0.0311355 | val_loss: 0.031153 | Time: 5329.97 ms [2022-04-10 16:19:59 main:574] : INFO : Epoch 1763 | loss: 0.0311363 | val_loss: 0.0311529 | Time: 5332.26 ms [2022-04-10 16:20:04 main:574] : INFO : Epoch 1764 | loss: 0.0311355 | val_loss: 0.0311522 | Time: 5331.35 ms [2022-04-10 16:20:10 main:574] : INFO : Epoch 1765 | loss: 0.0311391 | val_loss: 0.0311542 | Time: 5327.09 ms [2022-04-10 16:20:15 main:574] : INFO : Epoch 1766 | loss: 0.0311398 | val_loss: 0.0311546 | Time: 5328.88 ms [2022-04-10 16:20:20 main:574] : INFO : Epoch 1767 | loss: 0.0311389 | val_loss: 0.0311554 | Time: 5342.03 ms [2022-04-10 16:20:26 main:574] : INFO : Epoch 1768 | loss: 0.0311383 | val_loss: 0.0311544 | Time: 5332.99 ms [2022-04-10 16:20:31 main:574] : INFO : Epoch 1769 | loss: 0.0311373 | val_loss: 0.0311546 | Time: 5331.06 ms [2022-04-10 16:20:36 main:574] : INFO : Epoch 1770 | loss: 0.0311362 | val_loss: 0.0311522 | Time: 5337 ms [2022-04-10 16:20:42 main:574] : INFO : Epoch 1771 | loss: 0.0311358 | val_loss: 0.0311514 | Time: 5333.15 ms [2022-04-10 16:20:47 main:574] : INFO : Epoch 1772 | loss: 0.0311348 | val_loss: 0.0311537 | Time: 5327.54 ms [2022-04-10 16:20:52 main:574] : INFO : Epoch 1773 | loss: 0.0311352 | val_loss: 0.0311552 | Time: 5329.05 ms [2022-04-10 16:20:58 main:574] : INFO : Epoch 1774 | loss: 0.0311358 | val_loss: 0.0311499 | Time: 5329.94 ms [2022-04-10 16:21:03 main:574] : INFO : Epoch 1775 | loss: 0.031133 | val_loss: 0.0311491 | Time: 5328.59 ms [2022-04-10 16:21:08 main:574] : INFO : Epoch 1776 | loss: 0.0311338 | val_loss: 0.0311526 | Time: 5326.44 ms [2022-04-10 16:21:14 main:574] : INFO : Epoch 1777 | loss: 0.0311364 | val_loss: 0.0311527 | Time: 5331.38 ms [2022-04-10 16:21:19 main:574] : INFO : Epoch 1778 | loss: 0.0311359 | val_loss: 0.0311529 | Time: 5329.54 ms [2022-04-10 16:21:24 main:574] : INFO : Epoch 1779 | loss: 0.0311334 | val_loss: 0.0311513 | Time: 5330.29 ms [2022-04-10 16:21:30 main:574] : INFO : Epoch 1780 | loss: 0.0311334 | val_loss: 0.0311545 | Time: 5326.31 ms [2022-04-10 16:21:35 main:574] : INFO : Epoch 1781 | loss: 0.0311351 | val_loss: 0.0311532 | Time: 5334.59 ms [2022-04-10 16:21:40 main:574] : INFO : Epoch 1782 | loss: 0.0311364 | val_loss: 0.0311527 | Time: 5323.94 ms [2022-04-10 16:21:46 main:574] : INFO : Epoch 1783 | loss: 0.0311348 | val_loss: 0.0311536 | Time: 5333.89 ms [2022-04-10 16:21:51 main:574] : INFO : Epoch 1784 | loss: 0.0311337 | val_loss: 0.0311512 | Time: 5341.82 ms [2022-04-10 16:21:56 main:574] : INFO : Epoch 1785 | loss: 0.0311332 | val_loss: 0.0311508 | Time: 5331.25 ms [2022-04-10 16:22:02 main:574] : INFO : Epoch 1786 | loss: 0.0311345 | val_loss: 0.0311496 | Time: 5335.32 ms [2022-04-10 16:22:07 main:574] : INFO : Epoch 1787 | loss: 0.0311375 | val_loss: 0.0311521 | Time: 5325.72 ms [2022-04-10 16:22:12 main:574] : INFO : Epoch 1788 | loss: 0.0311366 | val_loss: 0.031155 | Time: 5330.34 ms [2022-04-10 16:22:18 main:574] : INFO : Epoch 1789 | loss: 0.0311358 | val_loss: 0.0311529 | Time: 5326.54 ms [2022-04-10 16:22:23 main:574] : INFO : Epoch 1790 | loss: 0.0311337 | val_loss: 0.0311531 | Time: 5327.88 ms [2022-04-10 16:22:28 main:574] : INFO : Epoch 1791 | loss: 0.0311367 | val_loss: 0.0311529 | Time: 5334.63 ms [2022-04-10 16:22:34 main:574] : INFO : Epoch 1792 | loss: 0.0311367 | val_loss: 0.0311529 | Time: 5335.91 ms [2022-04-10 16:22:39 main:574] : INFO : Epoch 1793 | loss: 0.0311366 | val_loss: 0.0311523 | Time: 5331.55 ms [2022-04-10 16:22:44 main:574] : INFO : Epoch 1794 | loss: 0.0311349 | val_loss: 0.0311535 | Time: 5327.3 ms [2022-04-10 16:22:50 main:574] : INFO : Epoch 1795 | loss: 0.0311342 | val_loss: 0.0311518 | Time: 5336.62 ms [2022-04-10 16:22:55 main:574] : INFO : Epoch 1796 | loss: 0.031133 | val_loss: 0.0311504 | Time: 5324.4 ms [2022-04-10 16:23:00 main:574] : INFO : Epoch 1797 | loss: 0.0311327 | val_loss: 0.0311544 | Time: 5327.83 ms [2022-04-10 16:23:06 main:574] : INFO : Epoch 1798 | loss: 0.0311337 | val_loss: 0.0311543 | Time: 5335.81 ms [2022-04-10 16:23:11 main:574] : INFO : Epoch 1799 | loss: 0.0311342 | val_loss: 0.0311518 | Time: 5318.38 ms [2022-04-10 16:23:16 main:574] : INFO : Epoch 1800 | loss: 0.0311328 | val_loss: 0.031151 | Time: 5327.8 ms [2022-04-10 16:23:22 main:574] : INFO : Epoch 1801 | loss: 0.0311326 | val_loss: 0.0311515 | Time: 5327.43 ms [2022-04-10 16:23:27 main:574] : INFO : Epoch 1802 | loss: 0.0311331 | val_loss: 0.031153 | Time: 5334.24 ms [2022-04-10 16:23:32 main:574] : INFO : Epoch 1803 | loss: 0.0311346 | val_loss: 0.0311562 | Time: 5328.59 ms [2022-04-10 16:23:38 main:574] : INFO : Epoch 1804 | loss: 0.0311381 | val_loss: 0.0311537 | Time: 5332.67 ms [2022-04-10 16:23:43 main:574] : INFO : Epoch 1805 | loss: 0.0311342 | val_loss: 0.0311527 | Time: 5331.35 ms [2022-04-10 16:23:48 main:574] : INFO : Epoch 1806 | loss: 0.0311338 | val_loss: 0.03115 | Time: 5334.39 ms [2022-04-10 16:23:54 main:574] : INFO : Epoch 1807 | loss: 0.0311325 | val_loss: 0.0311514 | Time: 5335.22 ms [2022-04-10 16:23:59 main:574] : INFO : Epoch 1808 | loss: 0.0311324 | val_loss: 0.0311526 | Time: 5331 ms [2022-04-10 16:24:04 main:574] : INFO : Epoch 1809 | loss: 0.0311335 | val_loss: 0.0311507 | Time: 5329.21 ms [2022-04-10 16:24:10 main:574] : INFO : Epoch 1810 | loss: 0.0311329 | val_loss: 0.0311515 | Time: 5331.63 ms [2022-04-10 16:24:15 main:574] : INFO : Epoch 1811 | loss: 0.0311319 | val_loss: 0.0311518 | Time: 5332.07 ms [2022-04-10 16:24:20 main:574] : INFO : Epoch 1812 | loss: 0.0311322 | val_loss: 0.0311512 | Time: 5334.28 ms [2022-04-10 16:24:26 main:574] : INFO : Epoch 1813 | loss: 0.0311313 | val_loss: 0.0311546 | Time: 5335.55 ms [2022-04-10 16:24:31 main:574] : INFO : Epoch 1814 | loss: 0.0311319 | val_loss: 0.0311514 | Time: 5327.31 ms [2022-04-10 16:24:36 main:574] : INFO : Epoch 1815 | loss: 0.0311321 | val_loss: 0.0311513 | Time: 5332.84 ms [2022-04-10 16:24:42 main:574] : INFO : Epoch 1816 | loss: 0.0311313 | val_loss: 0.0311559 | Time: 5327.65 ms [2022-04-10 16:24:47 main:574] : INFO : Epoch 1817 | loss: 0.0311316 | val_loss: 0.0311526 | Time: 5332.05 ms [2022-04-10 16:24:52 main:574] : INFO : Epoch 1818 | loss: 0.0311318 | val_loss: 0.0311546 | Time: 5334.31 ms [2022-04-10 16:24:58 main:574] : INFO : Epoch 1819 | loss: 0.0311318 | val_loss: 0.0311567 | Time: 5331.1 ms [2022-04-10 16:25:03 main:574] : INFO : Epoch 1820 | loss: 0.0311328 | val_loss: 0.0311508 | Time: 5328.89 ms [2022-04-10 16:25:08 main:574] : INFO : Epoch 1821 | loss: 0.0311338 | val_loss: 0.0311533 | Time: 5320.08 ms [2022-04-10 16:25:14 main:574] : INFO : Epoch 1822 | loss: 0.0311368 | val_loss: 0.031154 | Time: 5325.52 ms [2022-04-10 16:25:19 main:574] : INFO : Epoch 1823 | loss: 0.0311343 | val_loss: 0.031156 | Time: 5336.87 ms [2022-04-10 16:25:24 main:574] : INFO : Epoch 1824 | loss: 0.0311357 | val_loss: 0.0311533 | Time: 5334.56 ms [2022-04-10 16:25:30 main:574] : INFO : Epoch 1825 | loss: 0.0311347 | val_loss: 0.0311559 | Time: 5329.74 ms [2022-04-10 16:25:35 main:574] : INFO : Epoch 1826 | loss: 0.0311352 | val_loss: 0.031152 | Time: 5334.46 ms [2022-04-10 16:25:40 main:574] : INFO : Epoch 1827 | loss: 0.0311338 | val_loss: 0.0311587 | Time: 5331.22 ms [2022-04-10 16:25:46 main:574] : INFO : Epoch 1828 | loss: 0.031133 | val_loss: 0.0311532 | Time: 5333.97 ms [2022-04-10 16:25:51 main:574] : INFO : Epoch 1829 | loss: 0.0311317 | val_loss: 0.0311544 | Time: 5321.74 ms [2022-04-10 16:25:56 main:574] : INFO : Epoch 1830 | loss: 0.0311314 | val_loss: 0.0311522 | Time: 5334.55 ms [2022-04-10 16:26:02 main:574] : INFO : Epoch 1831 | loss: 0.0311304 | val_loss: 0.0311556 | Time: 5329.13 ms [2022-04-10 16:26:07 main:574] : INFO : Epoch 1832 | loss: 0.0311315 | val_loss: 0.0311544 | Time: 5334.53 ms [2022-04-10 16:26:12 main:574] : INFO : Epoch 1833 | loss: 0.031132 | val_loss: 0.0311511 | Time: 5334.34 ms [2022-04-10 16:26:18 main:574] : INFO : Epoch 1834 | loss: 0.0311311 | val_loss: 0.0311532 | Time: 5334.79 ms [2022-04-10 16:26:23 main:574] : INFO : Epoch 1835 | loss: 0.0311311 | val_loss: 0.031156 | Time: 5332.51 ms [2022-04-10 16:26:29 main:574] : INFO : Epoch 1836 | loss: 0.0311397 | val_loss: 0.0311559 | Time: 5332.18 ms [2022-04-10 16:26:34 main:574] : INFO : Epoch 1837 | loss: 0.0311477 | val_loss: 0.0311532 | Time: 5335.77 ms [2022-04-10 16:26:39 main:574] : INFO : Epoch 1838 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 5330.26 ms [2022-04-10 16:26:45 main:574] : INFO : Epoch 1839 | loss: 0.0311385 | val_loss: 0.0311544 | Time: 5327.61 ms [2022-04-10 16:26:50 main:574] : INFO : Epoch 1840 | loss: 0.0311378 | val_loss: 0.0311517 | Time: 5338.17 ms [2022-04-10 16:26:55 main:574] : INFO : Epoch 1841 | loss: 0.0311361 | val_loss: 0.0311503 | Time: 5334.06 ms [2022-04-10 16:27:01 main:574] : INFO : Epoch 1842 | loss: 0.0311354 | val_loss: 0.0311504 | Time: 5329.26 ms [2022-04-10 16:27:06 main:574] : INFO : Epoch 1843 | loss: 0.0311403 | val_loss: 0.0311521 | Time: 5330.91 ms [2022-04-10 16:27:11 main:574] : INFO : Epoch 1844 | loss: 0.0311417 | val_loss: 0.0311527 | Time: 5330.39 ms [2022-04-10 16:27:17 main:574] : INFO : Epoch 1845 | loss: 0.031142 | val_loss: 0.0311493 | Time: 5331.68 ms [2022-04-10 16:27:22 main:574] : INFO : Epoch 1846 | loss: 0.0311376 | val_loss: 0.0311498 | Time: 5330.73 ms [2022-04-10 16:27:27 main:574] : INFO : Epoch 1847 | loss: 0.0311372 | val_loss: 0.0311508 | Time: 5340.53 ms [2022-04-10 16:27:33 main:574] : INFO : Epoch 1848 | loss: 0.0311371 | val_loss: 0.0311514 | Time: 5335.67 ms [2022-04-10 16:27:38 main:574] : INFO : Epoch 1849 | loss: 0.0311367 | val_loss: 0.0311489 | Time: 5332.48 ms [2022-04-10 16:27:43 main:574] : INFO : Epoch 1850 | loss: 0.0311354 | val_loss: 0.0311555 | Time: 5324.4 ms [2022-04-10 16:27:49 main:574] : INFO : Epoch 1851 | loss: 0.0311381 | val_loss: 0.0311514 | Time: 5333.23 ms [2022-04-10 16:27:54 main:574] : INFO : Epoch 1852 | loss: 0.0311328 | val_loss: 0.0311463 | Time: 5332.14 ms [2022-04-10 16:27:59 main:574] : INFO : Epoch 1853 | loss: 0.0311324 | val_loss: 0.0311518 | Time: 5331.9 ms [2022-04-10 16:28:05 main:574] : INFO : Epoch 1854 | loss: 0.0311344 | val_loss: 0.0311543 | Time: 5330.97 ms [2022-04-10 16:28:10 main:574] : INFO : Epoch 1855 | loss: 0.0311344 | val_loss: 0.0311496 | Time: 5334.91 ms [2022-04-10 16:28:15 main:574] : INFO : Epoch 1856 | loss: 0.0311347 | val_loss: 0.0311501 | Time: 5332.96 ms [2022-04-10 16:28:21 main:574] : INFO : Epoch 1857 | loss: 0.0311347 | val_loss: 0.0311517 | Time: 5329.31 ms [2022-04-10 16:28:26 main:574] : INFO : Epoch 1858 | loss: 0.031133 | val_loss: 0.0311505 | Time: 5330.6 ms [2022-04-10 16:28:31 main:574] : INFO : Epoch 1859 | loss: 0.0311358 | val_loss: 0.0311569 | Time: 5327.67 ms [2022-04-10 16:28:37 main:574] : INFO : Epoch 1860 | loss: 0.0311322 | val_loss: 0.0311489 | Time: 5332.93 ms [2022-04-10 16:28:42 main:574] : INFO : Epoch 1861 | loss: 0.0311325 | val_loss: 0.0311488 | Time: 5339.63 ms [2022-04-10 16:28:47 main:574] : INFO : Epoch 1862 | loss: 0.0311334 | val_loss: 0.0311451 | Time: 5331.9 ms [2022-04-10 16:28:53 main:574] : INFO : Epoch 1863 | loss: 0.0311325 | val_loss: 0.0311448 | Time: 5335.06 ms [2022-04-10 16:28:58 main:574] : INFO : Epoch 1864 | loss: 0.0311328 | val_loss: 0.0311497 | Time: 5327.62 ms [2022-04-10 16:29:03 main:574] : INFO : Epoch 1865 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 5332.65 ms [2022-04-10 16:29:09 main:574] : INFO : Epoch 1866 | loss: 0.0311547 | val_loss: 0.0311592 | Time: 5327.9 ms [2022-04-10 16:29:14 main:574] : INFO : Epoch 1867 | loss: 0.0311514 | val_loss: 0.0311571 | Time: 5328.78 ms [2022-04-10 16:29:19 main:574] : INFO : Epoch 1868 | loss: 0.0311497 | val_loss: 0.0311576 | Time: 5331.78 ms [2022-04-10 16:29:25 main:574] : INFO : Epoch 1869 | loss: 0.0311472 | val_loss: 0.0311556 | Time: 5332.8 ms [2022-04-10 16:29:30 main:574] : INFO : Epoch 1870 | loss: 0.0311463 | val_loss: 0.0311543 | Time: 5332.79 ms [2022-04-10 16:29:35 main:574] : INFO : Epoch 1871 | loss: 0.031147 | val_loss: 0.0311566 | Time: 5330.9 ms [2022-04-10 16:29:41 main:574] : INFO : Epoch 1872 | loss: 0.0311479 | val_loss: 0.0311571 | Time: 5327.18 ms [2022-04-10 16:29:46 main:574] : INFO : Epoch 1873 | loss: 0.0311473 | val_loss: 0.0311565 | Time: 5329.18 ms [2022-04-10 16:29:51 main:574] : INFO : Epoch 1874 | loss: 0.0311451 | val_loss: 0.0311546 | Time: 5327.13 ms [2022-04-10 16:29:57 main:574] : INFO : Epoch 1875 | loss: 0.031144 | val_loss: 0.0311556 | Time: 5335.59 ms [2022-04-10 16:30:02 main:574] : INFO : Epoch 1876 | loss: 0.0311437 | val_loss: 0.0311537 | Time: 5336.45 ms [2022-04-10 16:30:07 main:574] : INFO : Epoch 1877 | loss: 0.0311434 | val_loss: 0.0311521 | Time: 5332.54 ms [2022-04-10 16:30:13 main:574] : INFO : Epoch 1878 | loss: 0.0311407 | val_loss: 0.0311556 | Time: 5333.05 ms [2022-04-10 16:30:18 main:574] : INFO : Epoch 1879 | loss: 0.0311413 | val_loss: 0.0311537 | Time: 5337.62 ms [2022-04-10 16:30:23 main:574] : INFO : Epoch 1880 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 5331.34 ms [2022-04-10 16:30:29 main:574] : INFO : Epoch 1881 | loss: 0.0311414 | val_loss: 0.031158 | Time: 5333.24 ms [2022-04-10 16:30:34 main:574] : INFO : Epoch 1882 | loss: 0.0311405 | val_loss: 0.031152 | Time: 5340.26 ms [2022-04-10 16:30:39 main:574] : INFO : Epoch 1883 | loss: 0.0311389 | val_loss: 0.0311497 | Time: 5329.69 ms [2022-04-10 16:30:45 main:574] : INFO : Epoch 1884 | loss: 0.0311386 | val_loss: 0.0311532 | Time: 5332.23 ms [2022-04-10 16:30:50 main:574] : INFO : Epoch 1885 | loss: 0.0311382 | val_loss: 0.031152 | Time: 5333.8 ms [2022-04-10 16:30:55 main:574] : INFO : Epoch 1886 | loss: 0.0311376 | val_loss: 0.0311514 | Time: 5331.83 ms [2022-04-10 16:31:01 main:574] : INFO : Epoch 1887 | loss: 0.0311377 | val_loss: 0.031153 | Time: 5329.5 ms [2022-04-10 16:31:06 main:574] : INFO : Epoch 1888 | loss: 0.0311386 | val_loss: 0.0311529 | Time: 5334.12 ms [2022-04-10 16:31:11 main:574] : INFO : Epoch 1889 | loss: 0.0311443 | val_loss: 0.0311538 | Time: 5335.44 ms [2022-04-10 16:31:17 main:574] : INFO : Epoch 1890 | loss: 0.0311522 | val_loss: 0.0311657 | Time: 5331.29 ms [2022-04-10 16:31:22 main:574] : INFO : Epoch 1891 | loss: 0.0311536 | val_loss: 0.0311597 | Time: 5326.16 ms [2022-04-10 16:31:27 main:574] : INFO : Epoch 1892 | loss: 0.0311487 | val_loss: 0.0311553 | Time: 5332.12 ms [2022-04-10 16:31:33 main:574] : INFO : Epoch 1893 | loss: 0.0311474 | val_loss: 0.0311552 | Time: 5331.92 ms [2022-04-10 16:31:38 main:574] : INFO : Epoch 1894 | loss: 0.0311502 | val_loss: 0.0311557 | Time: 5334.29 ms [2022-04-10 16:31:43 main:574] : INFO : Epoch 1895 | loss: 0.031151 | val_loss: 0.0311559 | Time: 5332.85 ms [2022-04-10 16:31:49 main:574] : INFO : Epoch 1896 | loss: 0.0311479 | val_loss: 0.0311537 | Time: 5334.21 ms [2022-04-10 16:31:54 main:574] : INFO : Epoch 1897 | loss: 0.0311471 | val_loss: 0.0311549 | Time: 5334.65 ms [2022-04-10 16:31:59 main:574] : INFO : Epoch 1898 | loss: 0.0311458 | val_loss: 0.0311514 | Time: 5329.89 ms [2022-04-10 16:32:05 main:574] : INFO : Epoch 1899 | loss: 0.0311494 | val_loss: 0.031159 | Time: 5331.9 ms [2022-04-10 16:32:10 main:574] : INFO : Epoch 1900 | loss: 0.0311546 | val_loss: 0.0311578 | Time: 5344.69 ms [2022-04-10 16:32:15 main:574] : INFO : Epoch 1901 | loss: 0.0311534 | val_loss: 0.0311579 | Time: 5328.68 ms [2022-04-10 16:32:21 main:574] : INFO : Epoch 1902 | loss: 0.0311532 | val_loss: 0.031159 | Time: 5331.33 ms [2022-04-10 16:32:26 main:574] : INFO : Epoch 1903 | loss: 0.0311507 | val_loss: 0.0311561 | Time: 5337.28 ms [2022-04-10 16:32:31 main:574] : INFO : Epoch 1904 | loss: 0.0311477 | val_loss: 0.0311562 | Time: 5355.06 ms [2022-04-10 16:32:37 main:574] : INFO : Epoch 1905 | loss: 0.031148 | val_loss: 0.031157 | Time: 5330.34 ms [2022-04-10 16:32:42 main:574] : INFO : Epoch 1906 | loss: 0.0311466 | val_loss: 0.0311579 | Time: 5325.31 ms [2022-04-10 16:32:47 main:574] : INFO : Epoch 1907 | loss: 0.0311463 | val_loss: 0.0311561 | Time: 5334.67 ms [2022-04-10 16:32:53 main:574] : INFO : Epoch 1908 | loss: 0.0311467 | val_loss: 0.0311588 | Time: 5335.66 ms [2022-04-10 16:32:58 main:574] : INFO : Epoch 1909 | loss: 0.031148 | val_loss: 0.0311532 | Time: 5328.33 ms [2022-04-10 16:33:03 main:574] : INFO : Epoch 1910 | loss: 0.0311461 | val_loss: 0.0311532 | Time: 5333.73 ms [2022-04-10 16:33:09 main:574] : INFO : Epoch 1911 | loss: 0.0311459 | val_loss: 0.0311529 | Time: 5337.63 ms [2022-04-10 16:33:14 main:574] : INFO : Epoch 1912 | loss: 0.0311464 | val_loss: 0.0311518 | Time: 5332.3 ms [2022-04-10 16:33:19 main:574] : INFO : Epoch 1913 | loss: 0.0311438 | val_loss: 0.0311537 | Time: 5330.82 ms [2022-04-10 16:33:25 main:574] : INFO : Epoch 1914 | loss: 0.0311439 | val_loss: 0.0311524 | Time: 5327.67 ms [2022-04-10 16:33:30 main:574] : INFO : Epoch 1915 | loss: 0.0311425 | val_loss: 0.0311524 | Time: 5335.71 ms [2022-04-10 16:33:35 main:574] : INFO : Epoch 1916 | loss: 0.0311438 | val_loss: 0.0311524 | Time: 5324.92 ms [2022-04-10 16:33:41 main:574] : INFO : Epoch 1917 | loss: 0.0311442 | val_loss: 0.0311503 | Time: 5335.7 ms [2022-04-10 16:33:46 main:574] : INFO : Epoch 1918 | loss: 0.0311451 | val_loss: 0.0311528 | Time: 5328.68 ms [2022-04-10 16:33:51 main:574] : INFO : Epoch 1919 | loss: 0.031145 | val_loss: 0.0311546 | Time: 5335.91 ms [2022-04-10 16:33:57 main:574] : INFO : Epoch 1920 | loss: 0.0311435 | val_loss: 0.0311602 | Time: 5328.71 ms [2022-04-10 16:34:02 main:574] : INFO : Epoch 1921 | loss: 0.0311479 | val_loss: 0.031163 | Time: 5328.79 ms [2022-04-10 16:34:07 main:574] : INFO : Epoch 1922 | loss: 0.0311448 | val_loss: 0.0311528 | Time: 5331.02 ms [2022-04-10 16:34:13 main:574] : INFO : Epoch 1923 | loss: 0.0311411 | val_loss: 0.031152 | Time: 5336.76 ms [2022-04-10 16:34:18 main:574] : INFO : Epoch 1924 | loss: 0.0311419 | val_loss: 0.031154 | Time: 5335.88 ms [2022-04-10 16:34:24 main:574] : INFO : Epoch 1925 | loss: 0.0311429 | val_loss: 0.0311543 | Time: 5335.91 ms [2022-04-10 16:34:29 main:574] : INFO : Epoch 1926 | loss: 0.0311431 | val_loss: 0.0311536 | Time: 5330.3 ms [2022-04-10 16:34:34 main:574] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.0311513 | Time: 5335.54 ms [2022-04-10 16:34:40 main:574] : INFO : Epoch 1928 | loss: 0.0311412 | val_loss: 0.0311514 | Time: 5330.57 ms [2022-04-10 16:34:45 main:574] : INFO : Epoch 1929 | loss: 0.0311441 | val_loss: 0.0311508 | Time: 5331.48 ms [2022-04-10 16:34:50 main:574] : INFO : Epoch 1930 | loss: 0.0311411 | val_loss: 0.0311516 | Time: 5332.64 ms [2022-04-10 16:34:56 main:574] : INFO : Epoch 1931 | loss: 0.03114 | val_loss: 0.0311522 | Time: 5339.35 ms [2022-04-10 16:35:01 main:574] : INFO : Epoch 1932 | loss: 0.0311405 | val_loss: 0.0311545 | Time: 5330.6 ms [2022-04-10 16:35:06 main:574] : INFO : Epoch 1933 | loss: 0.0311436 | val_loss: 0.0311591 | Time: 5330.49 ms [2022-04-10 16:35:12 main:574] : INFO : Epoch 1934 | loss: 0.0311431 | val_loss: 0.031153 | Time: 5330.64 ms [2022-04-10 16:35:17 main:574] : INFO : Epoch 1935 | loss: 0.0311422 | val_loss: 0.031153 | Time: 5333.64 ms [2022-04-10 16:35:22 main:574] : INFO : Epoch 1936 | loss: 0.0311441 | val_loss: 0.0311521 | Time: 5328.88 ms [2022-04-10 16:35:28 main:574] : INFO : Epoch 1937 | loss: 0.0311435 | val_loss: 0.0311498 | Time: 5330.79 ms [2022-04-10 16:35:33 main:574] : INFO : Epoch 1938 | loss: 0.0311417 | val_loss: 0.0311521 | Time: 5331.52 ms [2022-04-10 16:35:38 main:574] : INFO : Epoch 1939 | loss: 0.0311424 | val_loss: 0.0311586 | Time: 5326.65 ms [2022-04-10 16:35:44 main:574] : INFO : Epoch 1940 | loss: 0.031145 | val_loss: 0.0311525 | Time: 5330.15 ms [2022-04-10 16:35:49 main:574] : INFO : Epoch 1941 | loss: 0.0311425 | val_loss: 0.0311534 | Time: 5326.48 ms [2022-04-10 16:35:54 main:574] : INFO : Epoch 1942 | loss: 0.0311417 | val_loss: 0.031153 | Time: 5333.01 ms [2022-04-10 16:36:00 main:574] : INFO : Epoch 1943 | loss: 0.0311387 | val_loss: 0.0311541 | Time: 5332.61 ms [2022-04-10 16:36:05 main:574] : INFO : Epoch 1944 | loss: 0.0311402 | val_loss: 0.0311516 | Time: 5336.57 ms [2022-04-10 16:36:10 main:574] : INFO : Epoch 1945 | loss: 0.0311392 | val_loss: 0.0311522 | Time: 5338.01 ms [2022-04-10 16:36:16 main:574] : INFO : Epoch 1946 | loss: 0.0311382 | val_loss: 0.0311491 | Time: 5339.16 ms [2022-04-10 16:36:21 main:574] : INFO : Epoch 1947 | loss: 0.0311385 | val_loss: 0.0311542 | Time: 5331.56 ms [2022-04-10 16:36:26 main:574] : INFO : Epoch 1948 | loss: 0.0311401 | val_loss: 0.0311521 | Time: 5335.54 ms [2022-04-10 16:36:32 main:574] : INFO : Epoch 1949 | loss: 0.0311419 | val_loss: 0.0311557 | Time: 5328.07 ms [2022-04-10 16:36:37 main:574] : INFO : Epoch 1950 | loss: 0.0311434 | val_loss: 0.0311522 | Time: 5329.34 ms [2022-04-10 16:36:42 main:574] : INFO : Epoch 1951 | loss: 0.0311409 | val_loss: 0.0311514 | Time: 5332.02 ms [2022-04-10 16:36:48 main:574] : INFO : Epoch 1952 | loss: 0.0311446 | val_loss: 0.0311561 | Time: 5339.36 ms [2022-04-10 16:36:53 main:574] : INFO : Epoch 1953 | loss: 0.0311408 | val_loss: 0.0311487 | Time: 5337.45 ms [2022-04-10 16:36:58 main:574] : INFO : Epoch 1954 | loss: 0.0311405 | val_loss: 0.0311476 | Time: 5332.36 ms [2022-04-10 16:37:04 main:574] : INFO : Epoch 1955 | loss: 0.0311401 | val_loss: 0.0311529 | Time: 5324.78 ms [2022-04-10 16:37:09 main:574] : INFO : Epoch 1956 | loss: 0.0311422 | val_loss: 0.0311582 | Time: 5333.13 ms [2022-04-10 16:37:14 main:574] : INFO : Epoch 1957 | loss: 0.0311453 | val_loss: 0.0311492 | Time: 5332.96 ms [2022-04-10 16:37:20 main:574] : INFO : Epoch 1958 | loss: 0.0311411 | val_loss: 0.0311535 | Time: 5332.67 ms [2022-04-10 16:37:25 main:574] : INFO : Epoch 1959 | loss: 0.031139 | val_loss: 0.0311495 | Time: 5336.64 ms [2022-04-10 16:37:30 main:574] : INFO : Epoch 1960 | loss: 0.0311388 | val_loss: 0.0311528 | Time: 5337.61 ms [2022-04-10 16:37:36 main:574] : INFO : Epoch 1961 | loss: 0.0311388 | val_loss: 0.0311569 | Time: 5332.89 ms [2022-04-10 16:37:41 main:574] : INFO : Epoch 1962 | loss: 0.0311413 | val_loss: 0.031152 | Time: 5327.12 ms [2022-04-10 16:37:46 main:574] : INFO : Epoch 1963 | loss: 0.0311395 | val_loss: 0.0311548 | Time: 5335.82 ms [2022-04-10 16:37:52 main:574] : INFO : Epoch 1964 | loss: 0.0311431 | val_loss: 0.0311523 | Time: 5331.69 ms [2022-04-10 16:37:57 main:574] : INFO : Epoch 1965 | loss: 0.0311424 | val_loss: 0.0311528 | Time: 5329.62 ms [2022-04-10 16:38:02 main:574] : INFO : Epoch 1966 | loss: 0.0311419 | val_loss: 0.0311543 | Time: 5335.56 ms [2022-04-10 16:38:08 main:574] : INFO : Epoch 1967 | loss: 0.0311426 | val_loss: 0.0311536 | Time: 5331.95 ms [2022-04-10 16:38:13 main:574] : INFO : Epoch 1968 | loss: 0.0311424 | val_loss: 0.0311519 | Time: 5326.33 ms [2022-04-10 16:38:18 main:574] : INFO : Epoch 1969 | loss: 0.0311403 | val_loss: 0.0311521 | Time: 5327.57 ms [2022-04-10 16:38:24 main:574] : INFO : Epoch 1970 | loss: 0.0311398 | val_loss: 0.0311497 | Time: 5332.43 ms [2022-04-10 16:38:29 main:574] : INFO : Epoch 1971 | loss: 0.0311386 | val_loss: 0.031151 | Time: 5329.22 ms [2022-04-10 16:38:34 main:574] : INFO : Epoch 1972 | loss: 0.0311386 | val_loss: 0.0311517 | Time: 5327.79 ms [2022-04-10 16:38:40 main:574] : INFO : Epoch 1973 | loss: 0.031138 | val_loss: 0.0311486 | Time: 5332.09 ms [2022-04-10 16:38:45 main:574] : INFO : Epoch 1974 | loss: 0.0311398 | val_loss: 0.0311522 | Time: 5329.21 ms [2022-04-10 16:38:50 main:574] : INFO : Epoch 1975 | loss: 0.0311398 | val_loss: 0.031151 | Time: 5331.48 ms [2022-04-10 16:38:56 main:574] : INFO : Epoch 1976 | loss: 0.0311414 | val_loss: 0.0311502 | Time: 5327.67 ms [2022-04-10 16:39:01 main:574] : INFO : Epoch 1977 | loss: 0.0311382 | val_loss: 0.0311495 | Time: 5334.63 ms [2022-04-10 16:39:06 main:574] : INFO : Epoch 1978 | loss: 0.0311371 | val_loss: 0.031151 | Time: 5324.86 ms [2022-04-10 16:39:12 main:574] : INFO : Epoch 1979 | loss: 0.0311373 | val_loss: 0.0311501 | Time: 5327.66 ms [2022-04-10 16:39:17 main:574] : INFO : Epoch 1980 | loss: 0.0311415 | val_loss: 0.0311565 | Time: 5338.12 ms [2022-04-10 16:39:22 main:574] : INFO : Epoch 1981 | loss: 0.0311393 | val_loss: 0.0311524 | Time: 5330.49 ms [2022-04-10 16:39:28 main:574] : INFO : Epoch 1982 | loss: 0.0311384 | val_loss: 0.0311517 | Time: 5334.08 ms [2022-04-10 16:39:33 main:574] : INFO : Epoch 1983 | loss: 0.0311364 | val_loss: 0.0311516 | Time: 5328.2 ms [2022-04-10 16:39:38 main:574] : INFO : Epoch 1984 | loss: 0.0311361 | val_loss: 0.0311535 | Time: 5333.02 ms [2022-04-10 16:39:44 main:574] : INFO : Epoch 1985 | loss: 0.0311363 | val_loss: 0.0311498 | Time: 5330.92 ms [2022-04-10 16:39:49 main:574] : INFO : Epoch 1986 | loss: 0.0311414 | val_loss: 0.0311537 | Time: 5335.96 ms [2022-04-10 16:39:54 main:574] : INFO : Epoch 1987 | loss: 0.0311459 | val_loss: 0.0311523 | Time: 5338.46 ms [2022-04-10 16:40:00 main:574] : INFO : Epoch 1988 | loss: 0.0311475 | val_loss: 0.0311597 | Time: 5331.33 ms [2022-04-10 16:40:05 main:574] : INFO : Epoch 1989 | loss: 0.0311435 | val_loss: 0.0311523 | Time: 5327.39 ms [2022-04-10 16:40:10 main:574] : INFO : Epoch 1990 | loss: 0.0311424 | val_loss: 0.0311495 | Time: 5320 ms [2022-04-10 16:40:16 main:574] : INFO : Epoch 1991 | loss: 0.0311405 | val_loss: 0.0311504 | Time: 5330.26 ms [2022-04-10 16:40:21 main:574] : INFO : Epoch 1992 | loss: 0.0311407 | val_loss: 0.0311503 | Time: 5329.5 ms [2022-04-10 16:40:26 main:574] : INFO : Epoch 1993 | loss: 0.0311392 | val_loss: 0.0311518 | Time: 5330.85 ms [2022-04-10 16:40:32 main:574] : INFO : Epoch 1994 | loss: 0.0311379 | val_loss: 0.031152 | Time: 5332.8 ms [2022-04-10 16:40:37 main:574] : INFO : Epoch 1995 | loss: 0.0311406 | val_loss: 0.0311513 | Time: 5337.49 ms [2022-04-10 16:40:42 main:574] : INFO : Epoch 1996 | loss: 0.0311383 | val_loss: 0.031151 | Time: 5329.9 ms [2022-04-10 16:40:48 main:574] : INFO : Epoch 1997 | loss: 0.0311404 | val_loss: 0.0311556 | Time: 5331.94 ms [2022-04-10 16:40:53 main:574] : INFO : Epoch 1998 | loss: 0.0311406 | val_loss: 0.0311531 | Time: 5333.95 ms [2022-04-10 16:40:58 main:574] : INFO : Epoch 1999 | loss: 0.0311393 | val_loss: 0.0311525 | Time: 5334.07 ms [2022-04-10 16:41:04 main:574] : INFO : Epoch 2000 | loss: 0.0311403 | val_loss: 0.0311532 | Time: 5330.48 ms [2022-04-10 16:41:09 main:574] : INFO : Epoch 2001 | loss: 0.0311451 | val_loss: 0.0311573 | Time: 5332.02 ms [2022-04-10 16:41:14 main:574] : INFO : Epoch 2002 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 5334.91 ms [2022-04-10 16:41:20 main:574] : INFO : Epoch 2003 | loss: 0.0311476 | val_loss: 0.031155 | Time: 5326.47 ms [2022-04-10 16:41:25 main:574] : INFO : Epoch 2004 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 5331 ms [2022-04-10 16:41:30 main:574] : INFO : Epoch 2005 | loss: 0.0311468 | val_loss: 0.0311604 | Time: 5335.83 ms [2022-04-10 16:41:36 main:574] : INFO : Epoch 2006 | loss: 0.0311433 | val_loss: 0.0311529 | Time: 5330.35 ms [2022-04-10 16:41:41 main:574] : INFO : Epoch 2007 | loss: 0.0311416 | val_loss: 0.0311537 | Time: 5332.74 ms [2022-04-10 16:41:46 main:574] : INFO : Epoch 2008 | loss: 0.0311413 | val_loss: 0.031156 | Time: 5339.97 ms [2022-04-10 16:41:52 main:574] : INFO : Epoch 2009 | loss: 0.0311417 | val_loss: 0.0311545 | Time: 5340.6 ms [2022-04-10 16:41:57 main:574] : INFO : Epoch 2010 | loss: 0.0311416 | val_loss: 0.0311539 | Time: 5332.06 ms [2022-04-10 16:42:02 main:574] : INFO : Epoch 2011 | loss: 0.0311415 | val_loss: 0.0311572 | Time: 5326.35 ms [2022-04-10 16:42:08 main:574] : INFO : Epoch 2012 | loss: 0.0311427 | val_loss: 0.0311548 | Time: 5328.12 ms [2022-04-10 16:42:13 main:574] : INFO : Epoch 2013 | loss: 0.0311409 | val_loss: 0.0311546 | Time: 5331.22 ms [2022-04-10 16:42:18 main:574] : INFO : Epoch 2014 | loss: 0.0311411 | val_loss: 0.0311551 | Time: 5332.52 ms [2022-04-10 16:42:24 main:574] : INFO : Epoch 2015 | loss: 0.0311406 | val_loss: 0.0311562 | Time: 5330.78 ms [2022-04-10 16:42:29 main:574] : INFO : Epoch 2016 | loss: 0.0311403 | val_loss: 0.0311544 | Time: 5332.49 ms [2022-04-10 16:42:34 main:574] : INFO : Epoch 2017 | loss: 0.031144 | val_loss: 0.0311577 | Time: 5330.54 ms [2022-04-10 16:42:40 main:574] : INFO : Epoch 2018 | loss: 0.0311449 | val_loss: 0.0311587 | Time: 5332.95 ms [2022-04-10 16:42:45 main:574] : INFO : Epoch 2019 | loss: 0.0311447 | val_loss: 0.0311542 | Time: 5334.73 ms [2022-04-10 16:42:50 main:574] : INFO : Epoch 2020 | loss: 0.0311397 | val_loss: 0.031153 | Time: 5330.34 ms [2022-04-10 16:42:56 main:574] : INFO : Epoch 2021 | loss: 0.0311397 | val_loss: 0.0311521 | Time: 5330.38 ms [2022-04-10 16:43:01 main:574] : INFO : Epoch 2022 | loss: 0.0311421 | val_loss: 0.0311611 | Time: 5335.68 ms [2022-04-10 16:43:06 main:574] : INFO : Epoch 2023 | loss: 0.0311441 | val_loss: 0.0311525 | Time: 5332.11 ms [2022-04-10 16:43:12 main:574] : INFO : Epoch 2024 | loss: 0.0311382 | val_loss: 0.0311543 | Time: 5333.37 ms [2022-04-10 16:43:17 main:574] : INFO : Epoch 2025 | loss: 0.031139 | val_loss: 0.0311518 | Time: 5328.96 ms [2022-04-10 16:43:22 main:574] : INFO : Epoch 2026 | loss: 0.031138 | val_loss: 0.0311544 | Time: 5330.44 ms [2022-04-10 16:43:28 main:574] : INFO : Epoch 2027 | loss: 0.0311386 | val_loss: 0.0311529 | Time: 5332.1 ms [2022-04-10 16:43:33 main:574] : INFO : Epoch 2028 | loss: 0.0311394 | val_loss: 0.0311534 | Time: 5327.85 ms [2022-04-10 16:43:38 main:574] : INFO : Epoch 2029 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 5332.53 ms [2022-04-10 16:43:44 main:574] : INFO : Epoch 2030 | loss: 0.0311367 | val_loss: 0.0311515 | Time: 5332.04 ms [2022-04-10 16:43:49 main:574] : INFO : Epoch 2031 | loss: 0.0311355 | val_loss: 0.0311526 | Time: 5333.75 ms [2022-04-10 16:43:54 main:574] : INFO : Epoch 2032 | loss: 0.0311353 | val_loss: 0.031151 | Time: 5325.31 ms [2022-04-10 16:44:00 main:574] : INFO : Epoch 2033 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 5344.73 ms [2022-04-10 16:44:05 main:574] : INFO : Epoch 2034 | loss: 0.0311392 | val_loss: 0.0311534 | Time: 5329.66 ms [2022-04-10 16:44:11 main:574] : INFO : Epoch 2035 | loss: 0.0311376 | val_loss: 0.0311549 | Time: 5330.34 ms [2022-04-10 16:44:16 main:574] : INFO : Epoch 2036 | loss: 0.0311377 | val_loss: 0.0311546 | Time: 5334.83 ms [2022-04-10 16:44:21 main:574] : INFO : Epoch 2037 | loss: 0.0311373 | val_loss: 0.0311549 | Time: 5332.28 ms [2022-04-10 16:44:27 main:574] : INFO : Epoch 2038 | loss: 0.0311365 | val_loss: 0.0311525 | Time: 5333.59 ms [2022-04-10 16:44:32 main:574] : INFO : Epoch 2039 | loss: 0.0311396 | val_loss: 0.0311558 | Time: 5328.46 ms [2022-04-10 16:44:37 main:574] : INFO : Epoch 2040 | loss: 0.0311401 | val_loss: 0.0311552 | Time: 5337.3 ms [2022-04-10 16:44:43 main:574] : INFO : Epoch 2041 | loss: 0.0311387 | val_loss: 0.0311519 | Time: 5341.33 ms [2022-04-10 16:44:48 main:574] : INFO : Epoch 2042 | loss: 0.0311374 | val_loss: 0.0311564 | Time: 5333.48 ms [2022-04-10 16:44:53 main:574] : INFO : Epoch 2043 | loss: 0.0311378 | val_loss: 0.0311548 | Time: 5342.49 ms [2022-04-10 16:44:59 main:574] : INFO : Epoch 2044 | loss: 0.0311379 | val_loss: 0.0311546 | Time: 5325.7 ms [2022-04-10 16:45:04 main:574] : INFO : Epoch 2045 | loss: 0.0311368 | val_loss: 0.0311536 | Time: 5324.91 ms [2022-04-10 16:45:09 main:574] : INFO : Epoch 2046 | loss: 0.031137 | val_loss: 0.0311517 | Time: 5329.94 ms [2022-04-10 16:45:15 main:574] : INFO : Epoch 2047 | loss: 0.0311403 | val_loss: 0.0311524 | Time: 5331.2 ms [2022-04-10 16:45:20 main:574] : INFO : Epoch 2048 | loss: 0.0311439 | val_loss: 0.0311533 | Time: 5332.57 ms [2022-04-10 16:45:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311533 [2022-04-10 16:45:20 main:603] : INFO : Saving end state to config to file [2022-04-10 16:45:20 main:608] : INFO : Success, exiting.. 16:45:20 (11464): 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)