Task 14093144
| Name | ParityModified-1647042015-9367-3-0_0 |
| Workunit | 11161206 |
| Created | 30 Mar 2022, 14:10:42 UTC |
| Sent | 5 Apr 2022, 15:18:52 UTC |
| Report deadline | 13 Apr 2022, 15:18:52 UTC |
| Received | 11 Apr 2022, 7:13:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 26 min 9 sec |
| CPU time | 2 hours 24 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 08:37:31 main:574] : INFO : Epoch 1542 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 4291.95 ms [2022-04-11 08:37:36 main:574] : INFO : Epoch 1543 | loss: 0.0311484 | val_loss: 0.0311816 | Time: 4283.54 ms [2022-04-11 08:37:40 main:574] : INFO : Epoch 1544 | loss: 0.031153 | val_loss: 0.0311634 | Time: 4272.21 ms [2022-04-11 08:37:44 main:574] : INFO : Epoch 1545 | loss: 0.0311477 | val_loss: 0.031163 | Time: 4264.92 ms [2022-04-11 08:37:48 main:574] : INFO : Epoch 1546 | loss: 0.0311448 | val_loss: 0.031167 | Time: 4291.3 ms [2022-04-11 08:37:53 main:574] : INFO : Epoch 1547 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 4230.55 ms [2022-04-11 08:37:57 main:574] : INFO : Epoch 1548 | loss: 0.0311485 | val_loss: 0.0311608 | Time: 4257.52 ms [2022-04-11 08:38:01 main:574] : INFO : Epoch 1549 | loss: 0.0311469 | val_loss: 0.0311627 | Time: 4229.15 ms [2022-04-11 08:38:05 main:574] : INFO : Epoch 1550 | loss: 0.0311486 | val_loss: 0.0311795 | Time: 4279.79 ms [2022-04-11 08:38:10 main:574] : INFO : Epoch 1551 | loss: 0.0311521 | val_loss: 0.0311612 | Time: 4288.91 ms [2022-04-11 08:38:14 main:574] : INFO : Epoch 1552 | loss: 0.031151 | val_loss: 0.0311689 | Time: 4327.73 ms [2022-04-11 08:38:18 main:574] : INFO : Epoch 1553 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 4287.02 ms [2022-04-11 08:38:23 main:574] : INFO : Epoch 1554 | loss: 0.0311462 | val_loss: 0.0311622 | Time: 4264.57 ms [2022-04-11 08:38:27 main:574] : INFO : Epoch 1555 | loss: 0.0311495 | val_loss: 0.0311639 | Time: 4249.63 ms [2022-04-11 08:38:31 main:574] : INFO : Epoch 1556 | loss: 0.0311487 | val_loss: 0.031164 | Time: 4272.51 ms [2022-04-11 08:38:35 main:574] : INFO : Epoch 1557 | loss: 0.0311549 | val_loss: 0.0311771 | Time: 4253.67 ms [2022-04-11 08:38:40 main:574] : INFO : Epoch 1558 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 4265.56 ms [2022-04-11 08:38:44 main:574] : INFO : Epoch 1559 | loss: 0.0311514 | val_loss: 0.0311626 | Time: 4269.04 ms [2022-04-11 08:38:48 main:574] : INFO : Epoch 1560 | loss: 0.0311479 | val_loss: 0.0311658 | Time: 4281.27 ms [2022-04-11 08:38:53 main:574] : INFO : Epoch 1561 | loss: 0.0311476 | val_loss: 0.0311653 | Time: 4298.86 ms [2022-04-11 08:38:57 main:574] : INFO : Epoch 1562 | loss: 0.0311478 | val_loss: 0.0311645 | Time: 4259.44 ms [2022-04-11 08:39:01 main:574] : INFO : Epoch 1563 | loss: 0.0311615 | val_loss: 0.031165 | Time: 4320.17 ms [2022-04-11 08:39:05 main:574] : INFO : Epoch 1564 | loss: 0.0311555 | val_loss: 0.0311637 | Time: 4269.6 ms [2022-04-11 08:39:10 main:574] : INFO : Epoch 1565 | loss: 0.0311491 | val_loss: 0.031163 | Time: 4322.3 ms [2022-04-11 08:39:14 main:574] : INFO : Epoch 1566 | loss: 0.0311499 | val_loss: 0.0311697 | Time: 4232.81 ms [2022-04-11 08:39:18 main:574] : INFO : Epoch 1567 | loss: 0.0311477 | val_loss: 0.0311648 | Time: 4281.34 ms [2022-04-11 08:39:22 main:574] : INFO : Epoch 1568 | loss: 0.0311465 | val_loss: 0.0311628 | Time: 4248.32 ms [2022-04-11 08:39:27 main:574] : INFO : Epoch 1569 | loss: 0.0311482 | val_loss: 0.0311653 | Time: 4265.29 ms [2022-04-11 08:39:31 main:574] : INFO : Epoch 1570 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 4247.89 ms [2022-04-11 08:39:35 main:574] : INFO : Epoch 1571 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 4257.96 ms [2022-04-11 08:39:40 main:574] : INFO : Epoch 1572 | loss: 0.0311523 | val_loss: 0.0311702 | Time: 4264.46 ms [2022-04-11 08:39:44 main:574] : INFO : Epoch 1573 | loss: 0.0311516 | val_loss: 0.0311664 | Time: 4286.18 ms [2022-04-11 08:39:48 main:574] : INFO : Epoch 1574 | loss: 0.0311496 | val_loss: 0.0311631 | Time: 4316.02 ms [2022-04-11 08:39:52 main:574] : INFO : Epoch 1575 | loss: 0.0311471 | val_loss: 0.0311617 | Time: 4303.28 ms [2022-04-11 08:39:57 main:574] : INFO : Epoch 1576 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 4296.2 ms [2022-04-11 08:40:01 main:574] : INFO : Epoch 1577 | loss: 0.0311529 | val_loss: 0.031166 | Time: 4319.48 ms [2022-04-11 08:40:05 main:574] : INFO : Epoch 1578 | loss: 0.0311488 | val_loss: 0.0311621 | Time: 4278.38 ms [2022-04-11 08:40:10 main:574] : INFO : Epoch 1579 | loss: 0.031147 | val_loss: 0.0311617 | Time: 4253.17 ms [2022-04-11 08:40:14 main:574] : INFO : Epoch 1580 | loss: 0.0311471 | val_loss: 0.0311642 | Time: 4315.57 ms [2022-04-11 08:40:18 main:574] : INFO : Epoch 1581 | loss: 0.0311478 | val_loss: 0.031162 | Time: 4270.1 ms [2022-04-11 08:40:23 main:574] : INFO : Epoch 1582 | loss: 0.0311465 | val_loss: 0.0311616 | Time: 4278.54 ms [2022-04-11 08:40:27 main:574] : INFO : Epoch 1583 | loss: 0.0311482 | val_loss: 0.0311662 | Time: 4267.31 ms [2022-04-11 08:40:31 main:574] : INFO : Epoch 1584 | loss: 0.031151 | val_loss: 0.0311628 | Time: 4309.8 ms [2022-04-11 08:40:35 main:574] : INFO : Epoch 1585 | loss: 0.0311484 | val_loss: 0.0311616 | Time: 4294.8 ms [2022-04-11 08:40:40 main:574] : INFO : Epoch 1586 | loss: 0.0311458 | val_loss: 0.031165 | Time: 4266.73 ms [2022-04-11 08:40:44 main:574] : INFO : Epoch 1587 | loss: 0.031147 | val_loss: 0.0311621 | Time: 4286.28 ms [2022-04-11 08:40:48 main:574] : INFO : Epoch 1588 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 4250 ms [2022-04-11 08:40:53 main:574] : INFO : Epoch 1589 | loss: 0.0311492 | val_loss: 0.0311622 | Time: 4347.87 ms [2022-04-11 08:40:57 main:574] : INFO : Epoch 1590 | loss: 0.031147 | val_loss: 0.0311616 | Time: 4283.93 ms [2022-04-11 08:41:01 main:574] : INFO : Epoch 1591 | loss: 0.0311469 | val_loss: 0.031167 | Time: 4300.86 ms [2022-04-11 08:41:05 main:574] : INFO : Epoch 1592 | loss: 0.0311485 | val_loss: 0.0311653 | Time: 4249.05 ms [2022-04-11 08:41:10 main:574] : INFO : Epoch 1593 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 4269.66 ms [2022-04-11 08:41:14 main:574] : INFO : Epoch 1594 | loss: 0.0311456 | val_loss: 0.0311649 | Time: 4309.5 ms [2022-04-11 08:41:18 main:574] : INFO : Epoch 1595 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 4269.92 ms [2022-04-11 08:41:23 main:574] : INFO : Epoch 1596 | loss: 0.0311484 | val_loss: 0.0311636 | Time: 4245.76 ms [2022-04-11 08:41:27 main:574] : INFO : Epoch 1597 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 4282.28 ms [2022-04-11 08:41:31 main:574] : INFO : Epoch 1598 | loss: 0.0311514 | val_loss: 0.0311694 | Time: 4271.85 ms [2022-04-11 08:41:35 main:574] : INFO : Epoch 1599 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 4297.95 ms [2022-04-11 08:41:40 main:574] : INFO : Epoch 1600 | loss: 0.0311475 | val_loss: 0.0311608 | Time: 4319.79 ms [2022-04-11 08:41:44 main:574] : INFO : Epoch 1601 | loss: 0.0311467 | val_loss: 0.0311627 | Time: 4269.67 ms [2022-04-11 08:41:48 main:574] : INFO : Epoch 1602 | loss: 0.0311477 | val_loss: 0.0311597 | Time: 4287 ms [2022-04-11 08:41:53 main:574] : INFO : Epoch 1603 | loss: 0.0311489 | val_loss: 0.0311772 | Time: 4253.8 ms [2022-04-11 08:41:57 main:574] : INFO : Epoch 1604 | loss: 0.0311469 | val_loss: 0.0311601 | Time: 4249.94 ms [2022-04-11 08:42:01 main:574] : INFO : Epoch 1605 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 4306.48 ms [2022-04-11 08:42:05 main:574] : INFO : Epoch 1606 | loss: 0.0311452 | val_loss: 0.0311641 | Time: 4290.92 ms [2022-04-11 08:42:10 main:574] : INFO : Epoch 1607 | loss: 0.0311466 | val_loss: 0.0311641 | Time: 4305.1 ms [2022-04-11 08:42:14 main:574] : INFO : Epoch 1608 | loss: 0.0311467 | val_loss: 0.0311623 | Time: 4287.73 ms [2022-04-11 08:42:18 main:574] : INFO : Epoch 1609 | loss: 0.0311459 | val_loss: 0.0311599 | Time: 4286.66 ms [2022-04-11 08:42:23 main:574] : INFO : Epoch 1610 | loss: 0.0311446 | val_loss: 0.03116 | Time: 4295.32 ms [2022-04-11 08:42:27 main:574] : INFO : Epoch 1611 | loss: 0.0311451 | val_loss: 0.0311649 | Time: 4278.69 ms [2022-04-11 08:42:31 main:574] : INFO : Epoch 1612 | loss: 0.0311454 | val_loss: 0.0311616 | Time: 4264.94 ms [2022-04-11 08:42:35 main:574] : INFO : Epoch 1613 | loss: 0.0311432 | val_loss: 0.0311629 | Time: 4316.5 ms [2022-04-11 08:42:40 main:574] : INFO : Epoch 1614 | loss: 0.0311438 | val_loss: 0.0311634 | Time: 4326.53 ms [2022-04-11 08:42:44 main:574] : INFO : Epoch 1615 | loss: 0.0311475 | val_loss: 0.031164 | Time: 4279.04 ms [2022-04-11 08:42:48 main:574] : INFO : Epoch 1616 | loss: 0.031148 | val_loss: 0.0311659 | Time: 4308.45 ms [2022-04-11 08:42:53 main:574] : INFO : Epoch 1617 | loss: 0.0311465 | val_loss: 0.0311592 | Time: 4292.81 ms [2022-04-11 08:42:57 main:574] : INFO : Epoch 1618 | loss: 0.0311499 | val_loss: 0.03116 | Time: 4220.68 ms [2022-04-11 08:43:01 main:574] : INFO : Epoch 1619 | loss: 0.0311463 | val_loss: 0.0311595 | Time: 4302.04 ms [2022-04-11 08:43:06 main:574] : INFO : Epoch 1620 | loss: 0.031144 | val_loss: 0.0311625 | Time: 4319.47 ms [2022-04-11 08:43:10 main:574] : INFO : Epoch 1621 | loss: 0.0311446 | val_loss: 0.0311592 | Time: 4265.57 ms [2022-04-11 08:43:14 main:574] : INFO : Epoch 1622 | loss: 0.0311436 | val_loss: 0.0311645 | Time: 4266.17 ms [2022-04-11 08:43:18 main:574] : INFO : Epoch 1623 | loss: 0.0311421 | val_loss: 0.0311608 | Time: 4258.69 ms [2022-04-11 08:43:23 main:574] : INFO : Epoch 1624 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 4325.55 ms [2022-04-11 08:43:27 main:574] : INFO : Epoch 1625 | loss: 0.0311428 | val_loss: 0.0311593 | Time: 4253.91 ms [2022-04-11 08:43:31 main:574] : INFO : Epoch 1626 | loss: 0.0311423 | val_loss: 0.0311646 | Time: 4268.74 ms [2022-04-11 08:43:35 main:574] : INFO : Epoch 1627 | loss: 0.0311431 | val_loss: 0.0311676 | Time: 4274.2 ms [2022-04-11 08:43:40 main:574] : INFO : Epoch 1628 | loss: 0.0311431 | val_loss: 0.0311607 | Time: 4265.37 ms [2022-04-11 08:43:44 main:574] : INFO : Epoch 1629 | loss: 0.0311412 | val_loss: 0.0311605 | Time: 4274.99 ms [2022-04-11 08:43:48 main:574] : INFO : Epoch 1630 | loss: 0.031144 | val_loss: 0.031163 | Time: 4337.54 ms [2022-04-11 08:43:53 main:574] : INFO : Epoch 1631 | loss: 0.0311442 | val_loss: 0.0311606 | Time: 4296.9 ms [2022-04-11 08:43:57 main:574] : INFO : Epoch 1632 | loss: 0.031148 | val_loss: 0.0311591 | Time: 4271.87 ms [2022-04-11 08:44:01 main:574] : INFO : Epoch 1633 | loss: 0.0311455 | val_loss: 0.0311601 | Time: 4368.15 ms [2022-04-11 08:44:06 main:574] : INFO : Epoch 1634 | loss: 0.0311503 | val_loss: 0.0311608 | Time: 4280.84 ms [2022-04-11 08:44:10 main:574] : INFO : Epoch 1635 | loss: 0.0311469 | val_loss: 0.0311655 | Time: 4262.97 ms [2022-04-11 08:44:14 main:574] : INFO : Epoch 1636 | loss: 0.031145 | val_loss: 0.0311639 | Time: 4249.7 ms [2022-04-11 08:44:18 main:574] : INFO : Epoch 1637 | loss: 0.0311432 | val_loss: 0.0311644 | Time: 4257.04 ms [2022-04-11 08:44:23 main:574] : INFO : Epoch 1638 | loss: 0.0311421 | val_loss: 0.0311648 | Time: 4368.68 ms [2022-04-11 08:44:27 main:574] : INFO : Epoch 1639 | loss: 0.0311435 | val_loss: 0.0311633 | Time: 4270.22 ms [2022-04-11 08:44:31 main:574] : INFO : Epoch 1640 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 4260.93 ms [2022-04-11 08:44:36 main:574] : INFO : Epoch 1641 | loss: 0.0311469 | val_loss: 0.0311628 | Time: 4276.42 ms [2022-04-11 08:44:40 main:574] : INFO : Epoch 1642 | loss: 0.0311483 | val_loss: 0.0311629 | Time: 4292.94 ms [2022-04-11 08:44:44 main:574] : INFO : Epoch 1643 | loss: 0.0311467 | val_loss: 0.0311671 | Time: 4256.68 ms [2022-04-11 08:44:48 main:574] : INFO : Epoch 1644 | loss: 0.0311418 | val_loss: 0.0311624 | Time: 4298.03 ms [2022-04-11 08:44:53 main:574] : INFO : Epoch 1645 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 4285.26 ms [2022-04-11 08:44:57 main:574] : INFO : Epoch 1646 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 4262.39 ms [2022-04-11 08:45:01 main:574] : INFO : Epoch 1647 | loss: 0.0311451 | val_loss: 0.0311707 | Time: 4271.07 ms [2022-04-11 08:45:06 main:574] : INFO : Epoch 1648 | loss: 0.0311428 | val_loss: 0.0311656 | Time: 4279.81 ms [2022-04-11 08:45:10 main:574] : INFO : Epoch 1649 | loss: 0.0311422 | val_loss: 0.0311667 | Time: 4273.93 ms [2022-04-11 08:45:14 main:574] : INFO : Epoch 1650 | loss: 0.0311439 | val_loss: 0.0311649 | Time: 4289.08 ms [2022-04-11 08:45:18 main:574] : INFO : Epoch 1651 | loss: 0.0311438 | val_loss: 0.0311648 | Time: 4309.54 ms [2022-04-11 08:45:23 main:574] : INFO : Epoch 1652 | loss: 0.0311442 | val_loss: 0.0311637 | Time: 4299.77 ms [2022-04-11 08:45:27 main:574] : INFO : Epoch 1653 | loss: 0.0311453 | val_loss: 0.0311619 | Time: 4333.8 ms [2022-04-11 08:45:31 main:574] : INFO : Epoch 1654 | loss: 0.0311448 | val_loss: 0.0311613 | Time: 4219.88 ms [2022-04-11 08:45:36 main:574] : INFO : Epoch 1655 | loss: 0.0311462 | val_loss: 0.0311657 | Time: 4289.07 ms [2022-04-11 08:45:40 main:574] : INFO : Epoch 1656 | loss: 0.0311458 | val_loss: 0.0311597 | Time: 4291.63 ms [2022-04-11 08:45:44 main:574] : INFO : Epoch 1657 | loss: 0.0311491 | val_loss: 0.0311753 | Time: 4345.85 ms [2022-04-11 08:45:48 main:574] : INFO : Epoch 1658 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 4248.26 ms [2022-04-11 08:45:53 main:574] : INFO : Epoch 1659 | loss: 0.0311465 | val_loss: 0.0311592 | Time: 4251.3 ms [2022-04-11 08:45:57 main:574] : INFO : Epoch 1660 | loss: 0.0311479 | val_loss: 0.0311607 | Time: 4291.31 ms [2022-04-11 08:46:01 main:574] : INFO : Epoch 1661 | loss: 0.0311462 | val_loss: 0.031164 | Time: 4316.82 ms [2022-04-11 08:46:06 main:574] : INFO : Epoch 1662 | loss: 0.0311459 | val_loss: 0.031163 | Time: 4249.71 ms [2022-04-11 08:46:10 main:574] : INFO : Epoch 1663 | loss: 0.0311451 | val_loss: 0.0311616 | Time: 4269.58 ms [2022-04-11 08:46:14 main:574] : INFO : Epoch 1664 | loss: 0.0311454 | val_loss: 0.0311622 | Time: 4286.16 ms [2022-04-11 08:46:18 main:574] : INFO : Epoch 1665 | loss: 0.0311455 | val_loss: 0.0311709 | Time: 4261 ms [2022-04-11 08:46:23 main:574] : INFO : Epoch 1666 | loss: 0.0311468 | val_loss: 0.0311598 | Time: 4302.03 ms [2022-04-11 08:46:27 main:574] : INFO : Epoch 1667 | loss: 0.0311427 | val_loss: 0.0311628 | Time: 4286.04 ms [2022-04-11 08:46:31 main:574] : INFO : Epoch 1668 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 4223.06 ms [2022-04-11 08:46:36 main:574] : INFO : Epoch 1669 | loss: 0.0311463 | val_loss: 0.0311628 | Time: 4269.4 ms [2022-04-11 08:46:40 main:574] : INFO : Epoch 1670 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 4280.85 ms [2022-04-11 08:46:44 main:574] : INFO : Epoch 1671 | loss: 0.0311457 | val_loss: 0.0311685 | Time: 4270.34 ms [2022-04-11 08:46:48 main:574] : INFO : Epoch 1672 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 4262.4 ms [2022-04-11 08:46:53 main:574] : INFO : Epoch 1673 | loss: 0.0311473 | val_loss: 0.0311605 | Time: 4268.84 ms [2022-04-11 08:46:57 main:574] : INFO : Epoch 1674 | loss: 0.0311455 | val_loss: 0.031164 | Time: 4288.86 ms [2022-04-11 08:47:01 main:574] : INFO : Epoch 1675 | loss: 0.031144 | val_loss: 0.0311656 | Time: 4281.44 ms [2022-04-11 08:47:05 main:574] : INFO : Epoch 1676 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 4246.23 ms [2022-04-11 08:47:10 main:574] : INFO : Epoch 1677 | loss: 0.031145 | val_loss: 0.0311639 | Time: 4286.49 ms [2022-04-11 08:47:14 main:574] : INFO : Epoch 1678 | loss: 0.0311499 | val_loss: 0.0311646 | Time: 4281.86 ms [2022-04-11 08:47:18 main:574] : INFO : Epoch 1679 | loss: 0.0311475 | val_loss: 0.031166 | Time: 4246.73 ms [2022-04-11 08:47:23 main:574] : INFO : Epoch 1680 | loss: 0.0311472 | val_loss: 0.031163 | Time: 4292.14 ms [2022-04-11 08:47:27 main:574] : INFO : Epoch 1681 | loss: 0.0311452 | val_loss: 0.031164 | Time: 4327.62 ms [2022-04-11 08:47:31 main:574] : INFO : Epoch 1682 | loss: 0.0311448 | val_loss: 0.0311644 | Time: 4281.81 ms [2022-04-11 08:47:35 main:574] : INFO : Epoch 1683 | loss: 0.0311436 | val_loss: 0.0311593 | Time: 4274.64 ms [2022-04-11 08:47:40 main:574] : INFO : Epoch 1684 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 4310.76 ms [2022-04-11 08:47:44 main:574] : INFO : Epoch 1685 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 4278.3 ms [2022-04-11 08:47:48 main:574] : INFO : Epoch 1686 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 4279.51 ms [2022-04-11 08:47:53 main:574] : INFO : Epoch 1687 | loss: 0.0311441 | val_loss: 0.0311608 | Time: 4289.61 ms [2022-04-11 08:47:57 main:574] : INFO : Epoch 1688 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 4307.11 ms [2022-04-11 08:48:01 main:574] : INFO : Epoch 1689 | loss: 0.0311428 | val_loss: 0.0311639 | Time: 4288.76 ms [2022-04-11 08:48:06 main:574] : INFO : Epoch 1690 | loss: 0.0311435 | val_loss: 0.0311582 | Time: 4246.23 ms [2022-04-11 08:48:10 main:574] : INFO : Epoch 1691 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 4272.95 ms [2022-04-11 08:48:14 main:574] : INFO : Epoch 1692 | loss: 0.0311484 | val_loss: 0.0311579 | Time: 4257.44 ms [2022-04-11 08:48:18 main:574] : INFO : Epoch 1693 | loss: 0.0311487 | val_loss: 0.0311607 | Time: 4259.01 ms [2022-04-11 08:48:23 main:574] : INFO : Epoch 1694 | loss: 0.0311458 | val_loss: 0.0311608 | Time: 4308.9 ms [2022-04-11 08:48:27 main:574] : INFO : Epoch 1695 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 4260.83 ms [2022-04-11 08:48:31 main:574] : INFO : Epoch 1696 | loss: 0.0311478 | val_loss: 0.0311575 | Time: 4259.83 ms [2022-04-11 08:48:36 main:574] : INFO : Epoch 1697 | loss: 0.0311454 | val_loss: 0.0311599 | Time: 4315.92 ms [2022-04-11 08:48:40 main:574] : INFO : Epoch 1698 | loss: 0.0311439 | val_loss: 0.0311562 | Time: 4295.27 ms [2022-04-11 08:48:44 main:574] : INFO : Epoch 1699 | loss: 0.0311436 | val_loss: 0.0311566 | Time: 4234.61 ms [2022-04-11 08:48:48 main:574] : INFO : Epoch 1700 | loss: 0.0311449 | val_loss: 0.0311582 | Time: 4259.76 ms [2022-04-11 08:48:53 main:574] : INFO : Epoch 1701 | loss: 0.0311435 | val_loss: 0.0311622 | Time: 4262.09 ms [2022-04-11 08:48:57 main:574] : INFO : Epoch 1702 | loss: 0.0311422 | val_loss: 0.0311584 | Time: 4282.85 ms [2022-04-11 08:49:01 main:574] : INFO : Epoch 1703 | loss: 0.0311422 | val_loss: 0.03116 | Time: 4287.79 ms [2022-04-11 08:49:05 main:574] : INFO : Epoch 1704 | loss: 0.0311417 | val_loss: 0.031158 | Time: 4302.98 ms [2022-04-11 08:49:10 main:574] : INFO : Epoch 1705 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 4223.49 ms [2022-04-11 08:49:14 main:574] : INFO : Epoch 1706 | loss: 0.0311446 | val_loss: 0.0311601 | Time: 4286.57 ms [2022-04-11 08:49:18 main:574] : INFO : Epoch 1707 | loss: 0.0311431 | val_loss: 0.0311587 | Time: 4280.74 ms [2022-04-11 08:49:23 main:574] : INFO : Epoch 1708 | loss: 0.0311404 | val_loss: 0.0311713 | Time: 4328.49 ms [2022-04-11 08:49:27 main:574] : INFO : Epoch 1709 | loss: 0.031146 | val_loss: 0.0311576 | Time: 4274.65 ms [2022-04-11 08:49:31 main:574] : INFO : Epoch 1710 | loss: 0.031144 | val_loss: 0.0311582 | Time: 4254.82 ms [2022-04-11 08:49:35 main:574] : INFO : Epoch 1711 | loss: 0.0311439 | val_loss: 0.0311628 | Time: 4306.41 ms [2022-04-11 08:49:40 main:574] : INFO : Epoch 1712 | loss: 0.0311446 | val_loss: 0.0311579 | Time: 4236.95 ms [2022-04-11 08:49:44 main:574] : INFO : Epoch 1713 | loss: 0.0311438 | val_loss: 0.0311645 | Time: 4287.89 ms [2022-04-11 08:49:48 main:574] : INFO : Epoch 1714 | loss: 0.0311461 | val_loss: 0.0311587 | Time: 4283.85 ms [2022-04-11 08:49:53 main:574] : INFO : Epoch 1715 | loss: 0.0311453 | val_loss: 0.03116 | Time: 4287.58 ms [2022-04-11 08:49:57 main:574] : INFO : Epoch 1716 | loss: 0.0311442 | val_loss: 0.0311622 | Time: 4264.08 ms [2022-04-11 08:50:01 main:574] : INFO : Epoch 1717 | loss: 0.0311442 | val_loss: 0.0311602 | Time: 4272.77 ms [2022-04-11 08:50:05 main:574] : INFO : Epoch 1718 | loss: 0.0311423 | val_loss: 0.0311634 | Time: 4260.43 ms [2022-04-11 08:50:10 main:574] : INFO : Epoch 1719 | loss: 0.0311427 | val_loss: 0.0311658 | Time: 4263.93 ms [2022-04-11 08:50:14 main:574] : INFO : Epoch 1720 | loss: 0.031141 | val_loss: 0.0311606 | Time: 4261.11 ms [2022-04-11 08:50:18 main:574] : INFO : Epoch 1721 | loss: 0.031141 | val_loss: 0.0311651 | Time: 4283.06 ms [2022-04-11 08:50:23 main:574] : INFO : Epoch 1722 | loss: 0.0311398 | val_loss: 0.031162 | Time: 4313.7 ms [2022-04-11 08:50:27 main:574] : INFO : Epoch 1723 | loss: 0.0311403 | val_loss: 0.031161 | Time: 4319.9 ms [2022-04-11 08:50:31 main:574] : INFO : Epoch 1724 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 4265.36 ms [2022-04-11 08:50:35 main:574] : INFO : Epoch 1725 | loss: 0.0311466 | val_loss: 0.0311643 | Time: 4275.92 ms [2022-04-11 08:50:40 main:574] : INFO : Epoch 1726 | loss: 0.0311488 | val_loss: 0.0311572 | Time: 4288.73 ms [2022-04-11 08:50:44 main:574] : INFO : Epoch 1727 | loss: 0.0311433 | val_loss: 0.0311579 | Time: 4271.92 ms [2022-04-11 08:50:48 main:574] : INFO : Epoch 1728 | loss: 0.0311438 | val_loss: 0.0311698 | Time: 4281.21 ms [2022-04-11 08:50:53 main:574] : INFO : Epoch 1729 | loss: 0.0311468 | val_loss: 0.0311646 | Time: 4303.33 ms [2022-04-11 08:50:57 main:574] : INFO : Epoch 1730 | loss: 0.0311427 | val_loss: 0.0311559 | Time: 4287.47 ms [2022-04-11 08:51:01 main:574] : INFO : Epoch 1731 | loss: 0.031145 | val_loss: 0.0311577 | Time: 4261.36 ms [2022-04-11 08:51:05 main:574] : INFO : Epoch 1732 | loss: 0.0311431 | val_loss: 0.0311596 | Time: 4330.67 ms [2022-04-11 08:51:10 main:574] : INFO : Epoch 1733 | loss: 0.0311425 | val_loss: 0.0311586 | Time: 4292.74 ms [2022-04-11 08:51:14 main:574] : INFO : Epoch 1734 | loss: 0.0311419 | val_loss: 0.0311592 | Time: 4280.75 ms [2022-04-11 08:51:18 main:574] : INFO : Epoch 1735 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 4257.73 ms [2022-04-11 08:51:23 main:574] : INFO : Epoch 1736 | loss: 0.0311441 | val_loss: 0.0311621 | Time: 4281.94 ms [2022-04-11 08:51:27 main:574] : INFO : Epoch 1737 | loss: 0.0311432 | val_loss: 0.0311601 | Time: 4244.4 ms [2022-04-11 08:51:31 main:574] : INFO : Epoch 1738 | loss: 0.0311422 | val_loss: 0.0311628 | Time: 4252.34 ms [2022-04-11 08:51:35 main:574] : INFO : Epoch 1739 | loss: 0.0311404 | val_loss: 0.0311602 | Time: 4302.72 ms [2022-04-11 08:51:40 main:574] : INFO : Epoch 1740 | loss: 0.0311432 | val_loss: 0.0311701 | Time: 4281.1 ms [2022-04-11 08:51:44 main:574] : INFO : Epoch 1741 | loss: 0.0311456 | val_loss: 0.031157 | Time: 4288.53 ms [2022-04-11 08:51:48 main:574] : INFO : Epoch 1742 | loss: 0.0311464 | val_loss: 0.0311612 | Time: 4293.31 ms [2022-04-11 08:51:53 main:574] : INFO : Epoch 1743 | loss: 0.0311487 | val_loss: 0.0311604 | Time: 4249.92 ms [2022-04-11 08:51:57 main:574] : INFO : Epoch 1744 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 4270.88 ms [2022-04-11 08:52:01 main:574] : INFO : Epoch 1745 | loss: 0.0311499 | val_loss: 0.0311658 | Time: 4332.07 ms [2022-04-11 08:52:05 main:574] : INFO : Epoch 1746 | loss: 0.0311513 | val_loss: 0.0311711 | Time: 4263.65 ms [2022-04-11 08:52:10 main:574] : INFO : Epoch 1747 | loss: 0.0311493 | val_loss: 0.0311661 | Time: 4279.6 ms [2022-04-11 08:52:14 main:574] : INFO : Epoch 1748 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 4275.96 ms [2022-04-11 08:52:18 main:574] : INFO : Epoch 1749 | loss: 0.0311451 | val_loss: 0.0311611 | Time: 4256.62 ms [2022-04-11 08:52:22 main:574] : INFO : Epoch 1750 | loss: 0.0311455 | val_loss: 0.0311601 | Time: 4260.74 ms [2022-04-11 08:52:27 main:574] : INFO : Epoch 1751 | loss: 0.0311439 | val_loss: 0.0311569 | Time: 4323.55 ms [2022-04-11 08:52:31 main:574] : INFO : Epoch 1752 | loss: 0.031142 | val_loss: 0.0311582 | Time: 4311.87 ms [2022-04-11 08:52:35 main:574] : INFO : Epoch 1753 | loss: 0.031144 | val_loss: 0.0311581 | Time: 4309.03 ms [2022-04-11 08:52:40 main:574] : INFO : Epoch 1754 | loss: 0.031143 | val_loss: 0.0311593 | Time: 4270.93 ms [2022-04-11 08:52:44 main:574] : INFO : Epoch 1755 | loss: 0.0311432 | val_loss: 0.0311596 | Time: 4287.36 ms [2022-04-11 08:52:48 main:574] : INFO : Epoch 1756 | loss: 0.0311444 | val_loss: 0.0311635 | Time: 4297.67 ms [2022-04-11 08:52:53 main:574] : INFO : Epoch 1757 | loss: 0.0311495 | val_loss: 0.0311599 | Time: 4273.99 ms [2022-04-11 08:52:57 main:574] : INFO : Epoch 1758 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 4278.92 ms [2022-04-11 08:53:01 main:574] : INFO : Epoch 1759 | loss: 0.0311469 | val_loss: 0.031161 | Time: 4231.9 ms [2022-04-11 08:53:05 main:574] : INFO : Epoch 1760 | loss: 0.0311431 | val_loss: 0.0311598 | Time: 4334.31 ms [2022-04-11 08:53:10 main:574] : INFO : Epoch 1761 | loss: 0.0311415 | val_loss: 0.0311602 | Time: 4229.29 ms [2022-04-11 08:53:14 main:574] : INFO : Epoch 1762 | loss: 0.0311418 | val_loss: 0.0311603 | Time: 4261.91 ms [2022-04-11 08:53:18 main:574] : INFO : Epoch 1763 | loss: 0.0311448 | val_loss: 0.0311593 | Time: 4323.52 ms [2022-04-11 08:53:23 main:574] : INFO : Epoch 1764 | loss: 0.0311507 | val_loss: 0.0311597 | Time: 4324.87 ms [2022-04-11 08:53:27 main:574] : INFO : Epoch 1765 | loss: 0.0311497 | val_loss: 0.0311587 | Time: 4290.52 ms [2022-04-11 08:53:31 main:574] : INFO : Epoch 1766 | loss: 0.0311519 | val_loss: 0.031166 | Time: 4258.71 ms [2022-04-11 08:53:35 main:574] : INFO : Epoch 1767 | loss: 0.0311557 | val_loss: 0.0311638 | Time: 4308.35 ms [2022-04-11 08:53:40 main:574] : INFO : Epoch 1768 | loss: 0.0311563 | val_loss: 0.0311634 | Time: 4293.5 ms [2022-04-11 08:53:44 main:574] : INFO : Epoch 1769 | loss: 0.0311566 | val_loss: 0.0311639 | Time: 4340.21 ms [2022-04-11 08:53:48 main:574] : INFO : Epoch 1770 | loss: 0.0311544 | val_loss: 0.0311636 | Time: 4278.09 ms [2022-04-11 08:53:53 main:574] : INFO : Epoch 1771 | loss: 0.0311497 | val_loss: 0.0311588 | Time: 4246.08 ms [2022-04-11 08:53:57 main:574] : INFO : Epoch 1772 | loss: 0.0311487 | val_loss: 0.0311621 | Time: 4276.21 ms [2022-04-11 08:54:01 main:574] : INFO : Epoch 1773 | loss: 0.0311488 | val_loss: 0.0311603 | Time: 4296.83 ms [2022-04-11 08:54:06 main:574] : INFO : Epoch 1774 | loss: 0.0311496 | val_loss: 0.0311637 | Time: 4272.33 ms [2022-04-11 08:54:10 main:574] : INFO : Epoch 1775 | loss: 0.0311492 | val_loss: 0.0311601 | Time: 4264.16 ms [2022-04-11 08:54:14 main:574] : INFO : Epoch 1776 | loss: 0.0311492 | val_loss: 0.031162 | Time: 4260.52 ms [2022-04-11 08:54:18 main:574] : INFO : Epoch 1777 | loss: 0.0311455 | val_loss: 0.0311585 | Time: 4262.83 ms [2022-04-11 08:54:23 main:574] : INFO : Epoch 1778 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 4266.52 ms [2022-04-11 08:54:27 main:574] : INFO : Epoch 1779 | loss: 0.0311448 | val_loss: 0.0311602 | Time: 4258.81 ms [2022-04-11 08:54:31 main:574] : INFO : Epoch 1780 | loss: 0.0311442 | val_loss: 0.0311638 | Time: 4304.89 ms [2022-04-11 08:54:35 main:574] : INFO : Epoch 1781 | loss: 0.0311459 | val_loss: 0.0311609 | Time: 4265.99 ms [2022-04-11 08:54:40 main:574] : INFO : Epoch 1782 | loss: 0.0311433 | val_loss: 0.0311643 | Time: 4288.31 ms [2022-04-11 08:54:44 main:574] : INFO : Epoch 1783 | loss: 0.031141 | val_loss: 0.0311614 | Time: 4306.74 ms [2022-04-11 08:54:48 main:574] : INFO : Epoch 1784 | loss: 0.0311425 | val_loss: 0.0311627 | Time: 4288.73 ms [2022-04-11 08:54:53 main:574] : INFO : Epoch 1785 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 4276.64 ms [2022-04-11 08:54:57 main:574] : INFO : Epoch 1786 | loss: 0.0311406 | val_loss: 0.0311647 | Time: 4310.44 ms [2022-04-11 08:55:01 main:574] : INFO : Epoch 1787 | loss: 0.0311395 | val_loss: 0.031161 | Time: 4316.06 ms [2022-04-11 08:55:06 main:574] : INFO : Epoch 1788 | loss: 0.0311396 | val_loss: 0.0311606 | Time: 4315.5 ms [2022-04-11 08:55:10 main:574] : INFO : Epoch 1789 | loss: 0.0311397 | val_loss: 0.0311691 | Time: 4266.44 ms [2022-04-11 08:55:14 main:574] : INFO : Epoch 1790 | loss: 0.0311429 | val_loss: 0.0311616 | Time: 4293.57 ms [2022-04-11 08:55:19 main:574] : INFO : Epoch 1791 | loss: 0.0311457 | val_loss: 0.0311591 | Time: 4406.06 ms [2022-04-11 08:55:23 main:574] : INFO : Epoch 1792 | loss: 0.0311427 | val_loss: 0.0311578 | Time: 4284.62 ms [2022-04-11 08:55:27 main:574] : INFO : Epoch 1793 | loss: 0.0311423 | val_loss: 0.0311604 | Time: 4288.6 ms [2022-04-11 08:55:31 main:574] : INFO : Epoch 1794 | loss: 0.0311436 | val_loss: 0.031164 | Time: 4291.24 ms [2022-04-11 08:55:36 main:574] : INFO : Epoch 1795 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 4257.06 ms [2022-04-11 08:55:40 main:574] : INFO : Epoch 1796 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 4242.48 ms [2022-04-11 08:55:44 main:574] : INFO : Epoch 1797 | loss: 0.0311414 | val_loss: 0.0311605 | Time: 4262.42 ms [2022-04-11 08:55:48 main:574] : INFO : Epoch 1798 | loss: 0.0311428 | val_loss: 0.0311608 | Time: 4299.37 ms [2022-04-11 08:55:53 main:574] : INFO : Epoch 1799 | loss: 0.0311399 | val_loss: 0.0311578 | Time: 4273.36 ms [2022-04-11 08:55:57 main:574] : INFO : Epoch 1800 | loss: 0.0311418 | val_loss: 0.0311609 | Time: 4304.05 ms [2022-04-11 08:56:01 main:574] : INFO : Epoch 1801 | loss: 0.03114 | val_loss: 0.0311602 | Time: 4318.29 ms [2022-04-11 08:56:06 main:574] : INFO : Epoch 1802 | loss: 0.0311429 | val_loss: 0.0311621 | Time: 4247.19 ms [2022-04-11 08:56:10 main:574] : INFO : Epoch 1803 | loss: 0.0311454 | val_loss: 0.0311616 | Time: 4314.47 ms [2022-04-11 08:56:14 main:574] : INFO : Epoch 1804 | loss: 0.031142 | val_loss: 0.0311655 | Time: 4274.38 ms [2022-04-11 08:56:18 main:574] : INFO : Epoch 1805 | loss: 0.0311417 | val_loss: 0.0311605 | Time: 4255.67 ms [2022-04-11 08:56:23 main:574] : INFO : Epoch 1806 | loss: 0.031139 | val_loss: 0.03116 | Time: 4296.95 ms [2022-04-11 08:56:27 main:574] : INFO : Epoch 1807 | loss: 0.0311379 | val_loss: 0.0311582 | Time: 4266.85 ms [2022-04-11 08:56:31 main:574] : INFO : Epoch 1808 | loss: 0.0311403 | val_loss: 0.0311757 | Time: 4286.67 ms [2022-04-11 08:56:36 main:574] : INFO : Epoch 1809 | loss: 0.0311399 | val_loss: 0.0311611 | Time: 4295.35 ms [2022-04-11 08:56:40 main:574] : INFO : Epoch 1810 | loss: 0.0311395 | val_loss: 0.0311681 | Time: 4293.43 ms [2022-04-11 08:56:44 main:574] : INFO : Epoch 1811 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 4287.4 ms [2022-04-11 08:56:49 main:574] : INFO : Epoch 1812 | loss: 0.0311514 | val_loss: 0.031166 | Time: 4290.04 ms [2022-04-11 08:56:53 main:574] : INFO : Epoch 1813 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 4342.81 ms [2022-04-11 08:56:57 main:574] : INFO : Epoch 1814 | loss: 0.0311491 | val_loss: 0.0311596 | Time: 4245.68 ms [2022-04-11 08:57:01 main:574] : INFO : Epoch 1815 | loss: 0.031147 | val_loss: 0.031165 | Time: 4289 ms [2022-04-11 08:57:06 main:574] : INFO : Epoch 1816 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 4278.97 ms [2022-04-11 08:57:10 main:574] : INFO : Epoch 1817 | loss: 0.0311467 | val_loss: 0.0311602 | Time: 4275.19 ms [2022-04-11 08:57:14 main:574] : INFO : Epoch 1818 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 4293.53 ms [2022-04-11 08:57:19 main:574] : INFO : Epoch 1819 | loss: 0.0311459 | val_loss: 0.0311599 | Time: 4281.15 ms [2022-04-11 08:57:23 main:574] : INFO : Epoch 1820 | loss: 0.031146 | val_loss: 0.031163 | Time: 4288.67 ms [2022-04-11 08:57:27 main:574] : INFO : Epoch 1821 | loss: 0.0311444 | val_loss: 0.0311599 | Time: 4259.19 ms [2022-04-11 08:57:31 main:574] : INFO : Epoch 1822 | loss: 0.0311421 | val_loss: 0.0311608 | Time: 4284.32 ms [2022-04-11 08:57:36 main:574] : INFO : Epoch 1823 | loss: 0.0311416 | val_loss: 0.0311596 | Time: 4304.43 ms [2022-04-11 08:57:40 main:574] : INFO : Epoch 1824 | loss: 0.0311418 | val_loss: 0.0311603 | Time: 4280.52 ms [2022-04-11 08:57:44 main:574] : INFO : Epoch 1825 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 4281.5 ms [2022-04-11 08:57:49 main:574] : INFO : Epoch 1826 | loss: 0.0311465 | val_loss: 0.0311695 | Time: 4289.03 ms [2022-04-11 08:57:53 main:574] : INFO : Epoch 1827 | loss: 0.0311461 | val_loss: 0.0311646 | Time: 4290.03 ms [2022-04-11 08:57:57 main:574] : INFO : Epoch 1828 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 4291.31 ms [2022-04-11 08:58:01 main:574] : INFO : Epoch 1829 | loss: 0.0311449 | val_loss: 0.0311669 | Time: 4266.74 ms [2022-04-11 08:58:06 main:574] : INFO : Epoch 1830 | loss: 0.0311466 | val_loss: 0.0311679 | Time: 4260.4 ms [2022-04-11 08:58:10 main:574] : INFO : Epoch 1831 | loss: 0.0311495 | val_loss: 0.0311667 | Time: 4239.08 ms [2022-04-11 08:58:14 main:574] : INFO : Epoch 1832 | loss: 0.0311502 | val_loss: 0.0311624 | Time: 4267.15 ms [2022-04-11 08:58:18 main:574] : INFO : Epoch 1833 | loss: 0.031147 | val_loss: 0.0311659 | Time: 4235.13 ms [2022-04-11 08:58:23 main:574] : INFO : Epoch 1834 | loss: 0.0311464 | val_loss: 0.0311617 | Time: 4300.67 ms [2022-04-11 08:58:27 main:574] : INFO : Epoch 1835 | loss: 0.0311463 | val_loss: 0.0311612 | Time: 4265.88 ms [2022-04-11 08:58:31 main:574] : INFO : Epoch 1836 | loss: 0.0311454 | val_loss: 0.0311578 | Time: 4288.32 ms [2022-04-11 08:58:36 main:574] : INFO : Epoch 1837 | loss: 0.0311439 | val_loss: 0.0311623 | Time: 4225.93 ms [2022-04-11 08:58:40 main:574] : INFO : Epoch 1838 | loss: 0.0311465 | val_loss: 0.0311616 | Time: 4305.2 ms [2022-04-11 08:58:44 main:574] : INFO : Epoch 1839 | loss: 0.0311453 | val_loss: 0.0311625 | Time: 4294.42 ms [2022-04-11 08:58:48 main:574] : INFO : Epoch 1840 | loss: 0.0311433 | val_loss: 0.0311599 | Time: 4276.74 ms [2022-04-11 08:58:53 main:574] : INFO : Epoch 1841 | loss: 0.0311442 | val_loss: 0.0311613 | Time: 4224.1 ms [2022-04-11 08:58:57 main:574] : INFO : Epoch 1842 | loss: 0.0311446 | val_loss: 0.0311626 | Time: 4261.63 ms [2022-04-11 08:59:01 main:574] : INFO : Epoch 1843 | loss: 0.0311466 | val_loss: 0.0311632 | Time: 4273.02 ms [2022-04-11 08:59:06 main:574] : INFO : Epoch 1844 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 4267.59 ms [2022-04-11 08:59:10 main:574] : INFO : Epoch 1845 | loss: 0.0311511 | val_loss: 0.0311616 | Time: 4219.82 ms [2022-04-11 08:59:14 main:574] : INFO : Epoch 1846 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 4248.7 ms [2022-04-11 08:59:18 main:574] : INFO : Epoch 1847 | loss: 0.0311467 | val_loss: 0.031161 | Time: 4252.6 ms [2022-04-11 08:59:22 main:574] : INFO : Epoch 1848 | loss: 0.0311493 | val_loss: 0.031162 | Time: 4224.94 ms [2022-04-11 08:59:27 main:574] : INFO : Epoch 1849 | loss: 0.0311501 | val_loss: 0.0311627 | Time: 4224.94 ms [2022-04-11 08:59:31 main:574] : INFO : Epoch 1850 | loss: 0.0311502 | val_loss: 0.0311625 | Time: 4284.36 ms [2022-04-11 08:59:35 main:574] : INFO : Epoch 1851 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 4240.85 ms [2022-04-11 08:59:39 main:574] : INFO : Epoch 1852 | loss: 0.0311501 | val_loss: 0.0311613 | Time: 4256.73 ms [2022-04-11 08:59:44 main:574] : INFO : Epoch 1853 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 4255.82 ms [2022-04-11 08:59:48 main:574] : INFO : Epoch 1854 | loss: 0.0311487 | val_loss: 0.0311627 | Time: 4275.08 ms [2022-04-11 08:59:52 main:574] : INFO : Epoch 1855 | loss: 0.031146 | val_loss: 0.0311621 | Time: 4313.13 ms [2022-04-11 08:59:57 main:574] : INFO : Epoch 1856 | loss: 0.0311442 | val_loss: 0.0311605 | Time: 4311.95 ms [2022-04-11 09:00:01 main:574] : INFO : Epoch 1857 | loss: 0.0311435 | val_loss: 0.0311621 | Time: 4323.14 ms [2022-04-11 09:00:05 main:574] : INFO : Epoch 1858 | loss: 0.0311473 | val_loss: 0.0311606 | Time: 4351.6 ms [2022-04-11 09:00:10 main:574] : INFO : Epoch 1859 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 4306.15 ms [2022-04-11 09:00:14 main:574] : INFO : Epoch 1860 | loss: 0.0311482 | val_loss: 0.0311676 | Time: 4280 ms [2022-04-11 09:00:18 main:574] : INFO : Epoch 1861 | loss: 0.031145 | val_loss: 0.0311588 | Time: 4297.95 ms [2022-04-11 09:00:23 main:574] : INFO : Epoch 1862 | loss: 0.0311423 | val_loss: 0.0311625 | Time: 4354.78 ms [2022-04-11 09:00:27 main:574] : INFO : Epoch 1863 | loss: 0.0311427 | val_loss: 0.0311614 | Time: 4288.02 ms [2022-04-11 09:00:31 main:574] : INFO : Epoch 1864 | loss: 0.031145 | val_loss: 0.0311761 | Time: 4289.57 ms [2022-04-11 09:00:36 main:574] : INFO : Epoch 1865 | loss: 0.0311432 | val_loss: 0.0311577 | Time: 4321.27 ms [2022-04-11 09:00:40 main:574] : INFO : Epoch 1866 | loss: 0.0311419 | val_loss: 0.0311616 | Time: 4304.98 ms [2022-04-11 09:00:44 main:574] : INFO : Epoch 1867 | loss: 0.0311404 | val_loss: 0.0311591 | Time: 4267.59 ms [2022-04-11 09:00:48 main:574] : INFO : Epoch 1868 | loss: 0.0311403 | val_loss: 0.0311594 | Time: 4289.84 ms [2022-04-11 09:00:53 main:574] : INFO : Epoch 1869 | loss: 0.0311417 | val_loss: 0.0311633 | Time: 4251.41 ms [2022-04-11 09:00:57 main:574] : INFO : Epoch 1870 | loss: 0.0311424 | val_loss: 0.0311621 | Time: 4273.24 ms [2022-04-11 09:01:01 main:574] : INFO : Epoch 1871 | loss: 0.0311416 | val_loss: 0.03116 | Time: 4279.83 ms [2022-04-11 09:01:06 main:574] : INFO : Epoch 1872 | loss: 0.0311408 | val_loss: 0.0311595 | Time: 4291.54 ms [2022-04-11 09:01:10 main:574] : INFO : Epoch 1873 | loss: 0.0311399 | val_loss: 0.0311634 | Time: 4283.31 ms [2022-04-11 09:01:14 main:574] : INFO : Epoch 1874 | loss: 0.0311406 | val_loss: 0.0311606 | Time: 4234.73 ms [2022-04-11 09:01:18 main:574] : INFO : Epoch 1875 | loss: 0.0311406 | val_loss: 0.0311626 | Time: 4296.1 ms [2022-04-11 09:01:23 main:574] : INFO : Epoch 1876 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 4272.83 ms [2022-04-11 09:01:27 main:574] : INFO : Epoch 1877 | loss: 0.0311402 | val_loss: 0.0311593 | Time: 4263.63 ms [2022-04-11 09:01:31 main:574] : INFO : Epoch 1878 | loss: 0.0311399 | val_loss: 0.0311613 | Time: 4270.77 ms [2022-04-11 09:01:35 main:574] : INFO : Epoch 1879 | loss: 0.0311393 | val_loss: 0.031161 | Time: 4326.16 ms [2022-04-11 09:01:40 main:574] : INFO : Epoch 1880 | loss: 0.0311401 | val_loss: 0.0311635 | Time: 4260.01 ms [2022-04-11 09:01:44 main:574] : INFO : Epoch 1881 | loss: 0.031142 | val_loss: 0.0311595 | Time: 4306.04 ms [2022-04-11 09:01:48 main:574] : INFO : Epoch 1882 | loss: 0.0311402 | val_loss: 0.0311604 | Time: 4298.57 ms [2022-04-11 09:01:53 main:574] : INFO : Epoch 1883 | loss: 0.0311403 | val_loss: 0.0311731 | Time: 4266.46 ms [2022-04-11 09:01:57 main:574] : INFO : Epoch 1884 | loss: 0.0311404 | val_loss: 0.0311608 | Time: 4263.38 ms [2022-04-11 09:02:01 main:574] : INFO : Epoch 1885 | loss: 0.0311402 | val_loss: 0.0311698 | Time: 4246.78 ms [2022-04-11 09:02:05 main:574] : INFO : Epoch 1886 | loss: 0.0311429 | val_loss: 0.0311609 | Time: 4239.77 ms [2022-04-11 09:02:10 main:574] : INFO : Epoch 1887 | loss: 0.0311404 | val_loss: 0.0311617 | Time: 4296.89 ms [2022-04-11 09:02:14 main:574] : INFO : Epoch 1888 | loss: 0.0311412 | val_loss: 0.0311615 | Time: 4282.97 ms [2022-04-11 09:02:18 main:574] : INFO : Epoch 1889 | loss: 0.0311417 | val_loss: 0.0311682 | Time: 4318.06 ms [2022-04-11 09:02:23 main:574] : INFO : Epoch 1890 | loss: 0.0311434 | val_loss: 0.0311625 | Time: 4357.08 ms [2022-04-11 09:02:27 main:574] : INFO : Epoch 1891 | loss: 0.0311436 | val_loss: 0.0311587 | Time: 4255 ms [2022-04-11 09:02:31 main:574] : INFO : Epoch 1892 | loss: 0.0311467 | val_loss: 0.031159 | Time: 4239.41 ms [2022-04-11 09:02:35 main:574] : INFO : Epoch 1893 | loss: 0.0311499 | val_loss: 0.0311606 | Time: 4283.16 ms [2022-04-11 09:02:40 main:574] : INFO : Epoch 1894 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 4289.68 ms [2022-04-11 09:02:44 main:574] : INFO : Epoch 1895 | loss: 0.0311396 | val_loss: 0.0311599 | Time: 4265.68 ms [2022-04-11 09:02:48 main:574] : INFO : Epoch 1896 | loss: 0.0311405 | val_loss: 0.0311593 | Time: 4293.76 ms [2022-04-11 09:02:53 main:574] : INFO : Epoch 1897 | loss: 0.0311397 | val_loss: 0.031162 | Time: 4308.03 ms [2022-04-11 09:02:57 main:574] : INFO : Epoch 1898 | loss: 0.0311404 | val_loss: 0.0311596 | Time: 4353.62 ms [2022-04-11 09:03:01 main:574] : INFO : Epoch 1899 | loss: 0.0311428 | val_loss: 0.0311626 | Time: 4275.97 ms [2022-04-11 09:03:06 main:574] : INFO : Epoch 1900 | loss: 0.0311435 | val_loss: 0.031161 | Time: 4281.76 ms [2022-04-11 09:03:10 main:574] : INFO : Epoch 1901 | loss: 0.0311431 | val_loss: 0.031163 | Time: 4229.45 ms [2022-04-11 09:03:14 main:574] : INFO : Epoch 1902 | loss: 0.0311403 | val_loss: 0.0311616 | Time: 4303.72 ms [2022-04-11 09:03:18 main:574] : INFO : Epoch 1903 | loss: 0.0311417 | val_loss: 0.0311632 | Time: 4276.91 ms [2022-04-11 09:03:23 main:574] : INFO : Epoch 1904 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 4296 ms [2022-04-11 09:03:27 main:574] : INFO : Epoch 1905 | loss: 0.0311435 | val_loss: 0.0311686 | Time: 4289.31 ms [2022-04-11 09:03:31 main:574] : INFO : Epoch 1906 | loss: 0.0311421 | val_loss: 0.0311676 | Time: 4310.28 ms [2022-04-11 09:03:36 main:574] : INFO : Epoch 1907 | loss: 0.0311417 | val_loss: 0.031171 | Time: 4273.95 ms [2022-04-11 09:03:40 main:574] : INFO : Epoch 1908 | loss: 0.0311414 | val_loss: 0.0311647 | Time: 4249.84 ms [2022-04-11 09:03:44 main:574] : INFO : Epoch 1909 | loss: 0.031144 | val_loss: 0.0311646 | Time: 4268.36 ms [2022-04-11 09:03:48 main:574] : INFO : Epoch 1910 | loss: 0.0311471 | val_loss: 0.0311638 | Time: 4293.67 ms [2022-04-11 09:03:53 main:574] : INFO : Epoch 1911 | loss: 0.0311448 | val_loss: 0.0311631 | Time: 4312.21 ms [2022-04-11 09:03:57 main:574] : INFO : Epoch 1912 | loss: 0.0311423 | val_loss: 0.031159 | Time: 4310.18 ms [2022-04-11 09:04:01 main:574] : INFO : Epoch 1913 | loss: 0.0311416 | val_loss: 0.0311577 | Time: 4249.29 ms [2022-04-11 09:04:06 main:574] : INFO : Epoch 1914 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 4287.26 ms [2022-04-11 09:04:10 main:574] : INFO : Epoch 1915 | loss: 0.0311416 | val_loss: 0.0311621 | Time: 4263.62 ms [2022-04-11 09:04:14 main:574] : INFO : Epoch 1916 | loss: 0.0311409 | val_loss: 0.0311621 | Time: 4299.08 ms [2022-04-11 09:04:18 main:574] : INFO : Epoch 1917 | loss: 0.0311421 | val_loss: 0.0311584 | Time: 4286.31 ms [2022-04-11 09:04:23 main:574] : INFO : Epoch 1918 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 4278.45 ms [2022-04-11 09:04:27 main:574] : INFO : Epoch 1919 | loss: 0.0311402 | val_loss: 0.0311602 | Time: 4297.59 ms [2022-04-11 09:04:31 main:574] : INFO : Epoch 1920 | loss: 0.0311395 | val_loss: 0.0311571 | Time: 4257.22 ms [2022-04-11 09:04:36 main:574] : INFO : Epoch 1921 | loss: 0.0311389 | val_loss: 0.0311564 | Time: 4236.07 ms [2022-04-11 09:04:40 main:574] : INFO : Epoch 1922 | loss: 0.031141 | val_loss: 0.0311565 | Time: 4264.08 ms [2022-04-11 09:04:44 main:574] : INFO : Epoch 1923 | loss: 0.0311434 | val_loss: 0.0311586 | Time: 4319.59 ms [2022-04-11 09:04:48 main:574] : INFO : Epoch 1924 | loss: 0.0311429 | val_loss: 0.0311564 | Time: 4283.74 ms [2022-04-11 09:04:53 main:574] : INFO : Epoch 1925 | loss: 0.0311432 | val_loss: 0.0311564 | Time: 4322.67 ms [2022-04-11 09:04:57 main:574] : INFO : Epoch 1926 | loss: 0.0311404 | val_loss: 0.0311619 | Time: 4352.8 ms [2022-04-11 09:05:01 main:574] : INFO : Epoch 1927 | loss: 0.0311394 | val_loss: 0.0311623 | Time: 4299.37 ms [2022-04-11 09:05:06 main:574] : INFO : Epoch 1928 | loss: 0.0311396 | val_loss: 0.0311567 | Time: 4280.56 ms [2022-04-11 09:05:10 main:574] : INFO : Epoch 1929 | loss: 0.0311401 | val_loss: 0.0311595 | Time: 4261.89 ms [2022-04-11 09:05:14 main:574] : INFO : Epoch 1930 | loss: 0.0311443 | val_loss: 0.0311598 | Time: 4303.74 ms [2022-04-11 09:05:19 main:574] : INFO : Epoch 1931 | loss: 0.031142 | val_loss: 0.0311564 | Time: 4370.41 ms [2022-04-11 09:05:23 main:574] : INFO : Epoch 1932 | loss: 0.0311412 | val_loss: 0.031156 | Time: 4301.99 ms [2022-04-11 09:05:27 main:574] : INFO : Epoch 1933 | loss: 0.03114 | val_loss: 0.0311628 | Time: 4334.14 ms [2022-04-11 09:05:32 main:574] : INFO : Epoch 1934 | loss: 0.0311386 | val_loss: 0.031156 | Time: 4322.32 ms [2022-04-11 09:05:36 main:574] : INFO : Epoch 1935 | loss: 0.0311397 | val_loss: 0.0311568 | Time: 4230.8 ms [2022-04-11 09:05:40 main:574] : INFO : Epoch 1936 | loss: 0.0311391 | val_loss: 0.0311568 | Time: 4329.47 ms [2022-04-11 09:05:44 main:574] : INFO : Epoch 1937 | loss: 0.0311399 | val_loss: 0.0311597 | Time: 4294.4 ms [2022-04-11 09:05:49 main:574] : INFO : Epoch 1938 | loss: 0.0311399 | val_loss: 0.0311603 | Time: 4314.06 ms [2022-04-11 09:05:53 main:574] : INFO : Epoch 1939 | loss: 0.0311414 | val_loss: 0.0311586 | Time: 4301.46 ms [2022-04-11 09:05:57 main:574] : INFO : Epoch 1940 | loss: 0.031139 | val_loss: 0.0311574 | Time: 4251.83 ms [2022-04-11 09:06:02 main:574] : INFO : Epoch 1941 | loss: 0.0311368 | val_loss: 0.0311553 | Time: 4334.1 ms [2022-04-11 09:06:06 main:574] : INFO : Epoch 1942 | loss: 0.0311381 | val_loss: 0.0311619 | Time: 4247.21 ms [2022-04-11 09:06:10 main:574] : INFO : Epoch 1943 | loss: 0.0311422 | val_loss: 0.0311602 | Time: 4270.18 ms [2022-04-11 09:06:14 main:574] : INFO : Epoch 1944 | loss: 0.0311407 | val_loss: 0.0311657 | Time: 4267.62 ms [2022-04-11 09:06:19 main:574] : INFO : Epoch 1945 | loss: 0.0311425 | val_loss: 0.0311632 | Time: 4266.89 ms [2022-04-11 09:06:23 main:574] : INFO : Epoch 1946 | loss: 0.0311462 | val_loss: 0.031162 | Time: 4258.64 ms [2022-04-11 09:06:27 main:574] : INFO : Epoch 1947 | loss: 0.0311396 | val_loss: 0.0311624 | Time: 4278.6 ms [2022-04-11 09:06:32 main:574] : INFO : Epoch 1948 | loss: 0.0311382 | val_loss: 0.0311566 | Time: 4321.62 ms [2022-04-11 09:06:36 main:574] : INFO : Epoch 1949 | loss: 0.0311378 | val_loss: 0.0311606 | Time: 4309.78 ms [2022-04-11 09:06:40 main:574] : INFO : Epoch 1950 | loss: 0.0311391 | val_loss: 0.0311603 | Time: 4248.11 ms [2022-04-11 09:06:44 main:574] : INFO : Epoch 1951 | loss: 0.0311408 | val_loss: 0.0311592 | Time: 4266.05 ms [2022-04-11 09:06:49 main:574] : INFO : Epoch 1952 | loss: 0.0311487 | val_loss: 0.0311602 | Time: 4288.78 ms [2022-04-11 09:06:53 main:574] : INFO : Epoch 1953 | loss: 0.0311481 | val_loss: 0.0311653 | Time: 4258.8 ms [2022-04-11 09:06:57 main:574] : INFO : Epoch 1954 | loss: 0.0311464 | val_loss: 0.031158 | Time: 4267.65 ms [2022-04-11 09:07:02 main:574] : INFO : Epoch 1955 | loss: 0.0311441 | val_loss: 0.0311621 | Time: 4254.48 ms [2022-04-11 09:07:06 main:574] : INFO : Epoch 1956 | loss: 0.0311449 | val_loss: 0.0311583 | Time: 4279.03 ms [2022-04-11 09:07:10 main:574] : INFO : Epoch 1957 | loss: 0.031142 | val_loss: 0.0311584 | Time: 4293.16 ms [2022-04-11 09:07:14 main:574] : INFO : Epoch 1958 | loss: 0.0311388 | val_loss: 0.031159 | Time: 4299.89 ms [2022-04-11 09:07:19 main:574] : INFO : Epoch 1959 | loss: 0.0311397 | val_loss: 0.0311632 | Time: 4303.63 ms [2022-04-11 09:07:23 main:574] : INFO : Epoch 1960 | loss: 0.0311391 | val_loss: 0.0311716 | Time: 4273.05 ms [2022-04-11 09:07:27 main:574] : INFO : Epoch 1961 | loss: 0.0311386 | val_loss: 0.0311638 | Time: 4291.29 ms [2022-04-11 09:07:32 main:574] : INFO : Epoch 1962 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 4260.71 ms [2022-04-11 09:07:36 main:574] : INFO : Epoch 1963 | loss: 0.0311515 | val_loss: 0.0311607 | Time: 4312.93 ms [2022-04-11 09:07:40 main:574] : INFO : Epoch 1964 | loss: 0.0311455 | val_loss: 0.03116 | Time: 4247.51 ms [2022-04-11 09:07:44 main:574] : INFO : Epoch 1965 | loss: 0.0311421 | val_loss: 0.031155 | Time: 4255.39 ms [2022-04-11 09:07:49 main:574] : INFO : Epoch 1966 | loss: 0.0311408 | val_loss: 0.0311567 | Time: 4264.3 ms [2022-04-11 09:07:53 main:574] : INFO : Epoch 1967 | loss: 0.0311438 | val_loss: 0.0311561 | Time: 4295.34 ms [2022-04-11 09:07:57 main:574] : INFO : Epoch 1968 | loss: 0.0311466 | val_loss: 0.0311651 | Time: 4316.29 ms [2022-04-11 09:08:02 main:574] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.031166 | Time: 4282.19 ms [2022-04-11 09:08:06 main:574] : INFO : Epoch 1970 | loss: 0.0311469 | val_loss: 0.0311615 | Time: 4261.23 ms [2022-04-11 09:08:10 main:574] : INFO : Epoch 1971 | loss: 0.03114 | val_loss: 0.0311594 | Time: 4281.29 ms [2022-04-11 09:08:14 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311561 | Time: 4287.41 ms [2022-04-11 09:08:19 main:574] : INFO : Epoch 1973 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 4272.11 ms [2022-04-11 09:08:23 main:574] : INFO : Epoch 1974 | loss: 0.03114 | val_loss: 0.0311617 | Time: 4296.71 ms [2022-04-11 09:08:27 main:574] : INFO : Epoch 1975 | loss: 0.0311376 | val_loss: 0.0311592 | Time: 4290.38 ms [2022-04-11 09:08:32 main:574] : INFO : Epoch 1976 | loss: 0.0311372 | val_loss: 0.0311593 | Time: 4277.14 ms [2022-04-11 09:08:36 main:574] : INFO : Epoch 1977 | loss: 0.0311386 | val_loss: 0.0311572 | Time: 4214.81 ms [2022-04-11 09:08:40 main:574] : INFO : Epoch 1978 | loss: 0.0311434 | val_loss: 0.0311651 | Time: 4295.87 ms [2022-04-11 09:08:44 main:574] : INFO : Epoch 1979 | loss: 0.0311435 | val_loss: 0.0311657 | Time: 4266.71 ms [2022-04-11 09:08:49 main:574] : INFO : Epoch 1980 | loss: 0.031144 | val_loss: 0.0311647 | Time: 4266.11 ms [2022-04-11 09:08:53 main:574] : INFO : Epoch 1981 | loss: 0.0311419 | val_loss: 0.031162 | Time: 4268.07 ms [2022-04-11 09:08:57 main:574] : INFO : Epoch 1982 | loss: 0.0311413 | val_loss: 0.0311589 | Time: 4293.36 ms [2022-04-11 09:09:01 main:574] : INFO : Epoch 1983 | loss: 0.0311438 | val_loss: 0.0311648 | Time: 4293.88 ms [2022-04-11 09:09:06 main:574] : INFO : Epoch 1984 | loss: 0.0311431 | val_loss: 0.0311579 | Time: 4255.08 ms [2022-04-11 09:09:10 main:574] : INFO : Epoch 1985 | loss: 0.0311411 | val_loss: 0.0311648 | Time: 4281.47 ms [2022-04-11 09:09:14 main:574] : INFO : Epoch 1986 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 4213.67 ms [2022-04-11 09:09:19 main:574] : INFO : Epoch 1987 | loss: 0.0311391 | val_loss: 0.0311589 | Time: 4244.47 ms [2022-04-11 09:09:23 main:574] : INFO : Epoch 1988 | loss: 0.0311379 | val_loss: 0.0311573 | Time: 4293.6 ms [2022-04-11 09:09:27 main:574] : INFO : Epoch 1989 | loss: 0.0311375 | val_loss: 0.0311663 | Time: 4223.65 ms [2022-04-11 09:09:31 main:574] : INFO : Epoch 1990 | loss: 0.031138 | val_loss: 0.0311616 | Time: 4251.97 ms [2022-04-11 09:09:36 main:574] : INFO : Epoch 1991 | loss: 0.0311372 | val_loss: 0.0311632 | Time: 4293.8 ms [2022-04-11 09:09:40 main:574] : INFO : Epoch 1992 | loss: 0.0311395 | val_loss: 0.0311585 | Time: 4239.67 ms [2022-04-11 09:09:44 main:574] : INFO : Epoch 1993 | loss: 0.0311362 | val_loss: 0.0311608 | Time: 4326.03 ms [2022-04-11 09:09:49 main:574] : INFO : Epoch 1994 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 4341.36 ms [2022-04-11 09:09:53 main:574] : INFO : Epoch 1995 | loss: 0.0311352 | val_loss: 0.0311565 | Time: 4250.95 ms [2022-04-11 09:09:57 main:574] : INFO : Epoch 1996 | loss: 0.0311381 | val_loss: 0.0311551 | Time: 4251.43 ms [2022-04-11 09:10:01 main:574] : INFO : Epoch 1997 | loss: 0.0311345 | val_loss: 0.0311541 | Time: 4223.1 ms [2022-04-11 09:10:05 main:574] : INFO : Epoch 1998 | loss: 0.0311343 | val_loss: 0.031154 | Time: 4252.63 ms [2022-04-11 09:10:10 main:574] : INFO : Epoch 1999 | loss: 0.0311336 | val_loss: 0.0311546 | Time: 4243.91 ms [2022-04-11 09:10:14 main:574] : INFO : Epoch 2000 | loss: 0.0311397 | val_loss: 0.0311551 | Time: 4269.88 ms [2022-04-11 09:10:18 main:574] : INFO : Epoch 2001 | loss: 0.0311449 | val_loss: 0.0311587 | Time: 4246.08 ms [2022-04-11 09:10:23 main:574] : INFO : Epoch 2002 | loss: 0.0311422 | val_loss: 0.0311557 | Time: 4287.89 ms [2022-04-11 09:10:27 main:574] : INFO : Epoch 2003 | loss: 0.0311421 | val_loss: 0.031156 | Time: 4186.23 ms [2022-04-11 09:10:31 main:574] : INFO : Epoch 2004 | loss: 0.0311403 | val_loss: 0.0311565 | Time: 4244.02 ms [2022-04-11 09:10:35 main:574] : INFO : Epoch 2005 | loss: 0.0311371 | val_loss: 0.0311573 | Time: 4286.27 ms [2022-04-11 09:10:40 main:574] : INFO : Epoch 2006 | loss: 0.0311405 | val_loss: 0.0311607 | Time: 4271.7 ms [2022-04-11 09:10:44 main:574] : INFO : Epoch 2007 | loss: 0.0311372 | val_loss: 0.0311573 | Time: 4286.14 ms [2022-04-11 09:10:48 main:574] : INFO : Epoch 2008 | loss: 0.0311375 | val_loss: 0.0311587 | Time: 4265.51 ms [2022-04-11 09:10:52 main:574] : INFO : Epoch 2009 | loss: 0.0311374 | val_loss: 0.0311562 | Time: 4217.18 ms [2022-04-11 09:10:57 main:574] : INFO : Epoch 2010 | loss: 0.0311363 | val_loss: 0.0311545 | Time: 4260.66 ms [2022-04-11 09:11:01 main:574] : INFO : Epoch 2011 | loss: 0.0311365 | val_loss: 0.0311605 | Time: 4303.49 ms [2022-04-11 09:11:05 main:574] : INFO : Epoch 2012 | loss: 0.0311359 | val_loss: 0.0311544 | Time: 4218.11 ms [2022-04-11 09:11:09 main:574] : INFO : Epoch 2013 | loss: 0.0311356 | val_loss: 0.0311589 | Time: 4276 ms [2022-04-11 09:11:14 main:574] : INFO : Epoch 2014 | loss: 0.0311343 | val_loss: 0.0311591 | Time: 4246.99 ms [2022-04-11 09:11:18 main:574] : INFO : Epoch 2015 | loss: 0.0311343 | val_loss: 0.0311583 | Time: 4245.09 ms [2022-04-11 09:11:22 main:574] : INFO : Epoch 2016 | loss: 0.0311338 | val_loss: 0.0311582 | Time: 4241.52 ms [2022-04-11 09:11:26 main:574] : INFO : Epoch 2017 | loss: 0.0311353 | val_loss: 0.0311649 | Time: 4248.02 ms [2022-04-11 09:11:31 main:574] : INFO : Epoch 2018 | loss: 0.0311381 | val_loss: 0.0311602 | Time: 4246.45 ms [2022-04-11 09:11:35 main:574] : INFO : Epoch 2019 | loss: 0.0311366 | val_loss: 0.0311561 | Time: 4243.89 ms [2022-04-11 09:11:39 main:574] : INFO : Epoch 2020 | loss: 0.0311362 | val_loss: 0.0311583 | Time: 4313.72 ms [2022-04-11 09:11:44 main:574] : INFO : Epoch 2021 | loss: 0.0311353 | val_loss: 0.0311607 | Time: 4293.75 ms [2022-04-11 09:11:48 main:574] : INFO : Epoch 2022 | loss: 0.031137 | val_loss: 0.0311721 | Time: 4272.07 ms [2022-04-11 09:11:52 main:574] : INFO : Epoch 2023 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 4270.67 ms [2022-04-11 09:11:56 main:574] : INFO : Epoch 2024 | loss: 0.0311487 | val_loss: 0.0311559 | Time: 4252.61 ms [2022-04-11 09:12:01 main:574] : INFO : Epoch 2025 | loss: 0.0311456 | val_loss: 0.0311555 | Time: 4211.53 ms [2022-04-11 09:12:05 main:574] : INFO : Epoch 2026 | loss: 0.0311456 | val_loss: 0.0311572 | Time: 4296.01 ms [2022-04-11 09:12:09 main:574] : INFO : Epoch 2027 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 4280.76 ms [2022-04-11 09:12:13 main:574] : INFO : Epoch 2028 | loss: 0.0311431 | val_loss: 0.0311592 | Time: 4250.5 ms [2022-04-11 09:12:18 main:574] : INFO : Epoch 2029 | loss: 0.0311425 | val_loss: 0.0311612 | Time: 4280.42 ms [2022-04-11 09:12:22 main:574] : INFO : Epoch 2030 | loss: 0.0311399 | val_loss: 0.0311578 | Time: 4287.19 ms [2022-04-11 09:12:26 main:574] : INFO : Epoch 2031 | loss: 0.0311384 | val_loss: 0.03116 | Time: 4253.67 ms [2022-04-11 09:12:30 main:574] : INFO : Epoch 2032 | loss: 0.0311373 | val_loss: 0.031159 | Time: 4231.38 ms [2022-04-11 09:12:35 main:574] : INFO : Epoch 2033 | loss: 0.0311374 | val_loss: 0.0311591 | Time: 4306.21 ms [2022-04-11 09:12:39 main:574] : INFO : Epoch 2034 | loss: 0.0311418 | val_loss: 0.0311587 | Time: 4234.81 ms [2022-04-11 09:12:43 main:574] : INFO : Epoch 2035 | loss: 0.0311389 | val_loss: 0.031157 | Time: 4289.36 ms [2022-04-11 09:12:48 main:574] : INFO : Epoch 2036 | loss: 0.0311433 | val_loss: 0.0311571 | Time: 4233.75 ms [2022-04-11 09:12:52 main:574] : INFO : Epoch 2037 | loss: 0.0311412 | val_loss: 0.0311565 | Time: 4280.57 ms [2022-04-11 09:12:56 main:574] : INFO : Epoch 2038 | loss: 0.0311394 | val_loss: 0.0311588 | Time: 4313.1 ms [2022-04-11 09:13:00 main:574] : INFO : Epoch 2039 | loss: 0.0311394 | val_loss: 0.0311709 | Time: 4274.14 ms [2022-04-11 09:13:05 main:574] : INFO : Epoch 2040 | loss: 0.0311397 | val_loss: 0.0311613 | Time: 4262.25 ms [2022-04-11 09:13:09 main:574] : INFO : Epoch 2041 | loss: 0.0311396 | val_loss: 0.0311677 | Time: 4280.24 ms [2022-04-11 09:13:13 main:574] : INFO : Epoch 2042 | loss: 0.0311427 | val_loss: 0.0311623 | Time: 4214.86 ms [2022-04-11 09:13:17 main:574] : INFO : Epoch 2043 | loss: 0.0311394 | val_loss: 0.0311589 | Time: 4264.72 ms [2022-04-11 09:13:22 main:574] : INFO : Epoch 2044 | loss: 0.0311389 | val_loss: 0.0311599 | Time: 4276.35 ms [2022-04-11 09:13:26 main:574] : INFO : Epoch 2045 | loss: 0.031137 | val_loss: 0.0311592 | Time: 4249.82 ms [2022-04-11 09:13:30 main:574] : INFO : Epoch 2046 | loss: 0.031137 | val_loss: 0.0311644 | Time: 4293.35 ms [2022-04-11 09:13:35 main:574] : INFO : Epoch 2047 | loss: 0.0311403 | val_loss: 0.0311675 | Time: 4268.92 ms [2022-04-11 09:13:39 main:574] : INFO : Epoch 2048 | loss: 0.0311379 | val_loss: 0.0311598 | Time: 4253.19 ms [2022-04-11 09:13:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311598 [2022-04-11 09:13:39 main:603] : INFO : Saving end state to config to file [2022-04-11 09:13:39 main:608] : INFO : Success, exiting.. 09:13:39 (1600): 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)