Task 5573833
| Name | ParityMachine-1624422628-20091-2_0 |
| Workunit | 3418171 |
| Created | 2 Jul 2021, 21:15:00 UTC |
| Sent | 5 Jul 2021, 17:56:13 UTC |
| Report deadline | 12 Jul 2021, 17:56:13 UTC |
| Received | 5 Jul 2021, 20:33:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 2 hours 36 min 46 sec |
| CPU time | 2 hours 34 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.95 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.031144 | val_loss: 0.0311689 | Time: 5315.82 ms [2021-07-05 21:54:35 main:574] : INFO : Epoch 1543 | loss: 0.0311451 | val_loss: 0.0311642 | Time: 4625.98 ms [2021-07-05 21:54:40 main:574] : INFO : Epoch 1544 | loss: 0.0311456 | val_loss: 0.0311697 | Time: 4850.29 ms [2021-07-05 21:54:45 main:574] : INFO : Epoch 1545 | loss: 0.0311452 | val_loss: 0.0311635 | Time: 4526.44 ms [2021-07-05 21:54:49 main:574] : INFO : Epoch 1546 | loss: 0.0311456 | val_loss: 0.0311689 | Time: 4527.65 ms [2021-07-05 21:54:54 main:574] : INFO : Epoch 1547 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 4526.86 ms [2021-07-05 21:54:58 main:574] : INFO : Epoch 1548 | loss: 0.0311516 | val_loss: 0.0311689 | Time: 4532.72 ms [2021-07-05 21:55:03 main:574] : INFO : Epoch 1549 | loss: 0.0311512 | val_loss: 0.0311708 | Time: 4523.74 ms [2021-07-05 21:55:07 main:574] : INFO : Epoch 1550 | loss: 0.0311489 | val_loss: 0.0311709 | Time: 4536.22 ms [2021-07-05 21:55:12 main:574] : INFO : Epoch 1551 | loss: 0.031147 | val_loss: 0.0311659 | Time: 4529.04 ms [2021-07-05 21:55:16 main:574] : INFO : Epoch 1552 | loss: 0.0311463 | val_loss: 0.0311723 | Time: 4534.36 ms [2021-07-05 21:55:21 main:574] : INFO : Epoch 1553 | loss: 0.0311511 | val_loss: 0.0311656 | Time: 4533.39 ms [2021-07-05 21:55:26 main:574] : INFO : Epoch 1554 | loss: 0.0311487 | val_loss: 0.0311675 | Time: 4532.07 ms [2021-07-05 21:55:30 main:574] : INFO : Epoch 1555 | loss: 0.0311469 | val_loss: 0.0311633 | Time: 4549.86 ms [2021-07-05 21:55:35 main:574] : INFO : Epoch 1556 | loss: 0.0311456 | val_loss: 0.031173 | Time: 4544.96 ms [2021-07-05 21:55:39 main:574] : INFO : Epoch 1557 | loss: 0.0311465 | val_loss: 0.0311635 | Time: 4515.74 ms [2021-07-05 21:55:44 main:574] : INFO : Epoch 1558 | loss: 0.0311457 | val_loss: 0.0311743 | Time: 4520.82 ms [2021-07-05 21:55:48 main:574] : INFO : Epoch 1559 | loss: 0.0311454 | val_loss: 0.0311704 | Time: 4526.51 ms [2021-07-05 21:55:53 main:574] : INFO : Epoch 1560 | loss: 0.0311469 | val_loss: 0.031167 | Time: 4529.55 ms [2021-07-05 21:55:57 main:574] : INFO : Epoch 1561 | loss: 0.0311442 | val_loss: 0.0311692 | Time: 4536.15 ms [2021-07-05 21:56:02 main:574] : INFO : Epoch 1562 | loss: 0.0311441 | val_loss: 0.0311712 | Time: 4623.32 ms [2021-07-05 21:56:07 main:574] : INFO : Epoch 1563 | loss: 0.0311444 | val_loss: 0.031171 | Time: 4655.18 ms [2021-07-05 21:56:11 main:574] : INFO : Epoch 1564 | loss: 0.0311463 | val_loss: 0.0311659 | Time: 4663 ms [2021-07-05 21:56:16 main:574] : INFO : Epoch 1565 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 4652.76 ms [2021-07-05 21:56:21 main:574] : INFO : Epoch 1566 | loss: 0.031147 | val_loss: 0.0311784 | Time: 4535.01 ms [2021-07-05 21:56:25 main:574] : INFO : Epoch 1567 | loss: 0.0311457 | val_loss: 0.0311697 | Time: 4556.87 ms [2021-07-05 21:56:30 main:574] : INFO : Epoch 1568 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 4531.54 ms [2021-07-05 21:56:34 main:574] : INFO : Epoch 1569 | loss: 0.0311438 | val_loss: 0.0311737 | Time: 4533.14 ms [2021-07-05 21:56:39 main:574] : INFO : Epoch 1570 | loss: 0.0311427 | val_loss: 0.0311695 | Time: 4527.75 ms [2021-07-05 21:56:43 main:574] : INFO : Epoch 1571 | loss: 0.031144 | val_loss: 0.0311733 | Time: 4545.28 ms [2021-07-05 21:56:48 main:574] : INFO : Epoch 1572 | loss: 0.0311423 | val_loss: 0.0311756 | Time: 4531.4 ms [2021-07-05 21:56:52 main:574] : INFO : Epoch 1573 | loss: 0.0311442 | val_loss: 0.0311829 | Time: 4539.76 ms [2021-07-05 21:56:57 main:574] : INFO : Epoch 1574 | loss: 0.0311437 | val_loss: 0.031168 | Time: 4535.24 ms [2021-07-05 21:57:01 main:574] : INFO : Epoch 1575 | loss: 0.031143 | val_loss: 0.0311701 | Time: 4581.01 ms [2021-07-05 21:57:06 main:574] : INFO : Epoch 1576 | loss: 0.0311438 | val_loss: 0.0311739 | Time: 4527.65 ms [2021-07-05 21:57:11 main:574] : INFO : Epoch 1577 | loss: 0.0311428 | val_loss: 0.0311699 | Time: 4532.08 ms [2021-07-05 21:57:15 main:574] : INFO : Epoch 1578 | loss: 0.0311426 | val_loss: 0.0311844 | Time: 4532.15 ms [2021-07-05 21:57:20 main:574] : INFO : Epoch 1579 | loss: 0.0311445 | val_loss: 0.0311667 | Time: 4525.4 ms [2021-07-05 21:57:24 main:574] : INFO : Epoch 1580 | loss: 0.0311425 | val_loss: 0.0311775 | Time: 4520.04 ms [2021-07-05 21:57:29 main:574] : INFO : Epoch 1581 | loss: 0.0311419 | val_loss: 0.0311744 | Time: 4534.45 ms [2021-07-05 21:57:33 main:574] : INFO : Epoch 1582 | loss: 0.0311421 | val_loss: 0.0311758 | Time: 4527.89 ms [2021-07-05 21:57:38 main:574] : INFO : Epoch 1583 | loss: 0.0311428 | val_loss: 0.0311699 | Time: 4524.15 ms [2021-07-05 21:57:42 main:574] : INFO : Epoch 1584 | loss: 0.0311426 | val_loss: 0.0311664 | Time: 4530.42 ms [2021-07-05 21:57:47 main:574] : INFO : Epoch 1585 | loss: 0.0311437 | val_loss: 0.0311694 | Time: 4533.47 ms [2021-07-05 21:57:51 main:574] : INFO : Epoch 1586 | loss: 0.0311432 | val_loss: 0.0311658 | Time: 4527.26 ms [2021-07-05 21:57:56 main:574] : INFO : Epoch 1587 | loss: 0.0311432 | val_loss: 0.0311678 | Time: 4524.89 ms [2021-07-05 21:58:00 main:574] : INFO : Epoch 1588 | loss: 0.031143 | val_loss: 0.0311691 | Time: 4533.64 ms [2021-07-05 21:58:05 main:574] : INFO : Epoch 1589 | loss: 0.0311418 | val_loss: 0.0311727 | Time: 4525.79 ms [2021-07-05 21:58:09 main:574] : INFO : Epoch 1590 | loss: 0.0311424 | val_loss: 0.0311672 | Time: 4528.7 ms [2021-07-05 21:58:14 main:574] : INFO : Epoch 1591 | loss: 0.0311449 | val_loss: 0.0311749 | Time: 4525.36 ms [2021-07-05 21:58:19 main:574] : INFO : Epoch 1592 | loss: 0.0311468 | val_loss: 0.0311702 | Time: 4537.09 ms [2021-07-05 21:58:23 main:574] : INFO : Epoch 1593 | loss: 0.0311431 | val_loss: 0.0311687 | Time: 4527.08 ms [2021-07-05 21:58:28 main:574] : INFO : Epoch 1594 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 4533.95 ms [2021-07-05 21:58:32 main:574] : INFO : Epoch 1595 | loss: 0.0311439 | val_loss: 0.0311666 | Time: 4537.52 ms [2021-07-05 21:58:37 main:574] : INFO : Epoch 1596 | loss: 0.0311435 | val_loss: 0.0311756 | Time: 4525.76 ms [2021-07-05 21:58:41 main:574] : INFO : Epoch 1597 | loss: 0.0311411 | val_loss: 0.0311675 | Time: 4518.66 ms [2021-07-05 21:58:46 main:574] : INFO : Epoch 1598 | loss: 0.0311418 | val_loss: 0.0311694 | Time: 4526.41 ms [2021-07-05 21:58:50 main:574] : INFO : Epoch 1599 | loss: 0.031141 | val_loss: 0.0311689 | Time: 4529.99 ms [2021-07-05 21:58:55 main:574] : INFO : Epoch 1600 | loss: 0.031141 | val_loss: 0.0311684 | Time: 4530.33 ms [2021-07-05 21:58:59 main:574] : INFO : Epoch 1601 | loss: 0.0311416 | val_loss: 0.0311711 | Time: 4529.88 ms [2021-07-05 21:59:04 main:574] : INFO : Epoch 1602 | loss: 0.0311394 | val_loss: 0.0311691 | Time: 4538.02 ms [2021-07-05 21:59:08 main:574] : INFO : Epoch 1603 | loss: 0.03114 | val_loss: 0.0311671 | Time: 4530.88 ms [2021-07-05 21:59:13 main:574] : INFO : Epoch 1604 | loss: 0.0311387 | val_loss: 0.0311763 | Time: 4523.85 ms [2021-07-05 21:59:17 main:574] : INFO : Epoch 1605 | loss: 0.0311396 | val_loss: 0.0311727 | Time: 4530.45 ms [2021-07-05 21:59:22 main:574] : INFO : Epoch 1606 | loss: 0.0311421 | val_loss: 0.0311813 | Time: 4530.8 ms [2021-07-05 21:59:27 main:574] : INFO : Epoch 1607 | loss: 0.0311461 | val_loss: 0.0311729 | Time: 4527.56 ms [2021-07-05 21:59:31 main:574] : INFO : Epoch 1608 | loss: 0.0311455 | val_loss: 0.0311771 | Time: 4520.02 ms [2021-07-05 21:59:36 main:574] : INFO : Epoch 1609 | loss: 0.0311414 | val_loss: 0.0311695 | Time: 4538.05 ms [2021-07-05 21:59:40 main:574] : INFO : Epoch 1610 | loss: 0.031144 | val_loss: 0.0311736 | Time: 4533.59 ms [2021-07-05 21:59:45 main:574] : INFO : Epoch 1611 | loss: 0.031149 | val_loss: 0.0311693 | Time: 4527.64 ms [2021-07-05 21:59:49 main:574] : INFO : Epoch 1612 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 4524.06 ms [2021-07-05 21:59:54 main:574] : INFO : Epoch 1613 | loss: 0.031147 | val_loss: 0.0311694 | Time: 4530.38 ms [2021-07-05 21:59:58 main:574] : INFO : Epoch 1614 | loss: 0.0311481 | val_loss: 0.0311667 | Time: 4527.77 ms [2021-07-05 22:00:03 main:574] : INFO : Epoch 1615 | loss: 0.0311482 | val_loss: 0.0311796 | Time: 4526.51 ms [2021-07-05 22:00:07 main:574] : INFO : Epoch 1616 | loss: 0.0311449 | val_loss: 0.0311742 | Time: 4538.45 ms [2021-07-05 22:00:12 main:574] : INFO : Epoch 1617 | loss: 0.031145 | val_loss: 0.0311692 | Time: 4530.06 ms [2021-07-05 22:00:16 main:574] : INFO : Epoch 1618 | loss: 0.0311437 | val_loss: 0.0311747 | Time: 4534.05 ms [2021-07-05 22:00:21 main:574] : INFO : Epoch 1619 | loss: 0.0311445 | val_loss: 0.031167 | Time: 4523.74 ms [2021-07-05 22:00:26 main:574] : INFO : Epoch 1620 | loss: 0.0311439 | val_loss: 0.0311723 | Time: 4536.96 ms [2021-07-05 22:00:30 main:574] : INFO : Epoch 1621 | loss: 0.0311424 | val_loss: 0.0311762 | Time: 4533.64 ms [2021-07-05 22:00:35 main:574] : INFO : Epoch 1622 | loss: 0.031142 | val_loss: 0.0311721 | Time: 4525.35 ms [2021-07-05 22:00:39 main:574] : INFO : Epoch 1623 | loss: 0.0311414 | val_loss: 0.0311726 | Time: 4533.3 ms [2021-07-05 22:00:44 main:574] : INFO : Epoch 1624 | loss: 0.0311417 | val_loss: 0.0311749 | Time: 4531.65 ms [2021-07-05 22:00:48 main:574] : INFO : Epoch 1625 | loss: 0.0311441 | val_loss: 0.0311664 | Time: 4520.81 ms [2021-07-05 22:00:53 main:574] : INFO : Epoch 1626 | loss: 0.0311446 | val_loss: 0.0311681 | Time: 4533.81 ms [2021-07-05 22:00:57 main:574] : INFO : Epoch 1627 | loss: 0.0311433 | val_loss: 0.0311694 | Time: 4539.84 ms [2021-07-05 22:01:02 main:574] : INFO : Epoch 1628 | loss: 0.0311455 | val_loss: 0.0311697 | Time: 4528 ms [2021-07-05 22:01:06 main:574] : INFO : Epoch 1629 | loss: 0.0311453 | val_loss: 0.0311671 | Time: 4531.22 ms [2021-07-05 22:01:11 main:574] : INFO : Epoch 1630 | loss: 0.0311438 | val_loss: 0.0311689 | Time: 4748.2 ms [2021-07-05 22:01:16 main:574] : INFO : Epoch 1631 | loss: 0.0311435 | val_loss: 0.0311719 | Time: 4567.56 ms [2021-07-05 22:01:20 main:574] : INFO : Epoch 1632 | loss: 0.0311408 | val_loss: 0.031169 | Time: 4555.96 ms [2021-07-05 22:01:25 main:574] : INFO : Epoch 1633 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 4546.91 ms [2021-07-05 22:01:29 main:574] : INFO : Epoch 1634 | loss: 0.031141 | val_loss: 0.0311681 | Time: 4542.18 ms [2021-07-05 22:01:34 main:574] : INFO : Epoch 1635 | loss: 0.0311405 | val_loss: 0.0311646 | Time: 4568.15 ms [2021-07-05 22:01:38 main:574] : INFO : Epoch 1636 | loss: 0.031144 | val_loss: 0.0311791 | Time: 4540.24 ms [2021-07-05 22:01:43 main:574] : INFO : Epoch 1637 | loss: 0.0311474 | val_loss: 0.0311679 | Time: 4558.17 ms [2021-07-05 22:01:48 main:574] : INFO : Epoch 1638 | loss: 0.0311422 | val_loss: 0.0311727 | Time: 4548.46 ms [2021-07-05 22:01:52 main:574] : INFO : Epoch 1639 | loss: 0.031145 | val_loss: 0.0311703 | Time: 4542.99 ms [2021-07-05 22:01:57 main:574] : INFO : Epoch 1640 | loss: 0.0311457 | val_loss: 0.0311752 | Time: 4540.68 ms [2021-07-05 22:02:01 main:574] : INFO : Epoch 1641 | loss: 0.0311458 | val_loss: 0.0311648 | Time: 4526.77 ms [2021-07-05 22:02:06 main:574] : INFO : Epoch 1642 | loss: 0.0311429 | val_loss: 0.0311657 | Time: 4531.45 ms [2021-07-05 22:02:10 main:574] : INFO : Epoch 1643 | loss: 0.0311423 | val_loss: 0.031169 | Time: 4539.51 ms [2021-07-05 22:02:15 main:574] : INFO : Epoch 1644 | loss: 0.0311413 | val_loss: 0.031171 | Time: 4524.28 ms [2021-07-05 22:02:19 main:574] : INFO : Epoch 1645 | loss: 0.0311421 | val_loss: 0.031177 | Time: 4516.09 ms [2021-07-05 22:02:24 main:574] : INFO : Epoch 1646 | loss: 0.0311447 | val_loss: 0.0311704 | Time: 4529.39 ms [2021-07-05 22:02:28 main:574] : INFO : Epoch 1647 | loss: 0.0311387 | val_loss: 0.0311716 | Time: 4530.9 ms [2021-07-05 22:02:33 main:574] : INFO : Epoch 1648 | loss: 0.0311387 | val_loss: 0.0311761 | Time: 4524.87 ms [2021-07-05 22:02:38 main:574] : INFO : Epoch 1649 | loss: 0.0311391 | val_loss: 0.0311716 | Time: 4533.24 ms [2021-07-05 22:02:42 main:574] : INFO : Epoch 1650 | loss: 0.0311377 | val_loss: 0.0311738 | Time: 4531.72 ms [2021-07-05 22:02:47 main:574] : INFO : Epoch 1651 | loss: 0.0311366 | val_loss: 0.0311683 | Time: 4526.73 ms [2021-07-05 22:02:51 main:574] : INFO : Epoch 1652 | loss: 0.0311361 | val_loss: 0.0311714 | Time: 4524.92 ms [2021-07-05 22:02:56 main:574] : INFO : Epoch 1653 | loss: 0.0311367 | val_loss: 0.0311662 | Time: 4525.77 ms [2021-07-05 22:03:00 main:574] : INFO : Epoch 1654 | loss: 0.0311369 | val_loss: 0.0311869 | Time: 4528.99 ms [2021-07-05 22:03:05 main:574] : INFO : Epoch 1655 | loss: 0.0311401 | val_loss: 0.0311708 | Time: 4527.96 ms [2021-07-05 22:03:09 main:574] : INFO : Epoch 1656 | loss: 0.0311383 | val_loss: 0.0311742 | Time: 4525.84 ms [2021-07-05 22:03:14 main:574] : INFO : Epoch 1657 | loss: 0.0311379 | val_loss: 0.0311789 | Time: 4531.19 ms [2021-07-05 22:03:18 main:574] : INFO : Epoch 1658 | loss: 0.0311375 | val_loss: 0.0311696 | Time: 4526.65 ms [2021-07-05 22:03:23 main:574] : INFO : Epoch 1659 | loss: 0.0311381 | val_loss: 0.0311709 | Time: 4532.53 ms [2021-07-05 22:03:27 main:574] : INFO : Epoch 1660 | loss: 0.031137 | val_loss: 0.0311732 | Time: 4538.73 ms [2021-07-05 22:03:32 main:574] : INFO : Epoch 1661 | loss: 0.0311379 | val_loss: 0.0311682 | Time: 4523.79 ms [2021-07-05 22:03:36 main:574] : INFO : Epoch 1662 | loss: 0.0311375 | val_loss: 0.0311757 | Time: 4533.49 ms [2021-07-05 22:03:41 main:574] : INFO : Epoch 1663 | loss: 0.0311373 | val_loss: 0.0311726 | Time: 4516.64 ms [2021-07-05 22:03:46 main:574] : INFO : Epoch 1664 | loss: 0.0311365 | val_loss: 0.0311741 | Time: 4521.63 ms [2021-07-05 22:03:50 main:574] : INFO : Epoch 1665 | loss: 0.0311391 | val_loss: 0.0311747 | Time: 4529.28 ms [2021-07-05 22:03:55 main:574] : INFO : Epoch 1666 | loss: 0.0311425 | val_loss: 0.0311712 | Time: 4529.04 ms [2021-07-05 22:03:59 main:574] : INFO : Epoch 1667 | loss: 0.0311411 | val_loss: 0.0311777 | Time: 4520.84 ms [2021-07-05 22:04:04 main:574] : INFO : Epoch 1668 | loss: 0.0311386 | val_loss: 0.031176 | Time: 4517.66 ms [2021-07-05 22:04:08 main:574] : INFO : Epoch 1669 | loss: 0.0311378 | val_loss: 0.0311682 | Time: 4533.19 ms [2021-07-05 22:04:13 main:574] : INFO : Epoch 1670 | loss: 0.031138 | val_loss: 0.0311696 | Time: 4527.44 ms [2021-07-05 22:04:17 main:574] : INFO : Epoch 1671 | loss: 0.0311372 | val_loss: 0.0311682 | Time: 4528.33 ms [2021-07-05 22:04:22 main:574] : INFO : Epoch 1672 | loss: 0.0311352 | val_loss: 0.0311729 | Time: 4528.43 ms [2021-07-05 22:04:26 main:574] : INFO : Epoch 1673 | loss: 0.0311348 | val_loss: 0.0311736 | Time: 4542.19 ms [2021-07-05 22:04:31 main:574] : INFO : Epoch 1674 | loss: 0.0311343 | val_loss: 0.0311792 | Time: 4529.96 ms [2021-07-05 22:04:35 main:574] : INFO : Epoch 1675 | loss: 0.031134 | val_loss: 0.0311763 | Time: 4526.28 ms [2021-07-05 22:04:40 main:574] : INFO : Epoch 1676 | loss: 0.0311362 | val_loss: 0.0311682 | Time: 4532.43 ms [2021-07-05 22:04:44 main:574] : INFO : Epoch 1677 | loss: 0.0311362 | val_loss: 0.0311711 | Time: 4529.02 ms [2021-07-05 22:04:49 main:574] : INFO : Epoch 1678 | loss: 0.0311375 | val_loss: 0.0311797 | Time: 4526.4 ms [2021-07-05 22:04:54 main:574] : INFO : Epoch 1679 | loss: 0.0311368 | val_loss: 0.0311733 | Time: 4531.98 ms [2021-07-05 22:04:58 main:574] : INFO : Epoch 1680 | loss: 0.0311405 | val_loss: 0.0311772 | Time: 4526.69 ms [2021-07-05 22:05:03 main:574] : INFO : Epoch 1681 | loss: 0.031143 | val_loss: 0.0311707 | Time: 4522.35 ms [2021-07-05 22:05:07 main:574] : INFO : Epoch 1682 | loss: 0.0311429 | val_loss: 0.0311712 | Time: 4528.11 ms [2021-07-05 22:05:12 main:574] : INFO : Epoch 1683 | loss: 0.0311403 | val_loss: 0.0311673 | Time: 4528.76 ms [2021-07-05 22:05:16 main:574] : INFO : Epoch 1684 | loss: 0.0311454 | val_loss: 0.0311712 | Time: 4528.24 ms [2021-07-05 22:05:21 main:574] : INFO : Epoch 1685 | loss: 0.0311445 | val_loss: 0.0311714 | Time: 4529.21 ms [2021-07-05 22:05:25 main:574] : INFO : Epoch 1686 | loss: 0.0311442 | val_loss: 0.031178 | Time: 4533.74 ms [2021-07-05 22:05:30 main:574] : INFO : Epoch 1687 | loss: 0.0311456 | val_loss: 0.0311671 | Time: 4521.22 ms [2021-07-05 22:05:34 main:574] : INFO : Epoch 1688 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 4528.83 ms [2021-07-05 22:05:39 main:574] : INFO : Epoch 1689 | loss: 0.0311449 | val_loss: 0.0311684 | Time: 4532.07 ms [2021-07-05 22:05:43 main:574] : INFO : Epoch 1690 | loss: 0.0311424 | val_loss: 0.0311729 | Time: 4531.25 ms [2021-07-05 22:05:48 main:574] : INFO : Epoch 1691 | loss: 0.0311398 | val_loss: 0.0311683 | Time: 4534.37 ms [2021-07-05 22:05:53 main:574] : INFO : Epoch 1692 | loss: 0.0311392 | val_loss: 0.0311693 | Time: 4527.44 ms [2021-07-05 22:05:57 main:574] : INFO : Epoch 1693 | loss: 0.031138 | val_loss: 0.0311725 | Time: 4534.46 ms [2021-07-05 22:06:02 main:574] : INFO : Epoch 1694 | loss: 0.0311393 | val_loss: 0.0311819 | Time: 4532.23 ms [2021-07-05 22:06:06 main:574] : INFO : Epoch 1695 | loss: 0.0311407 | val_loss: 0.03118 | Time: 4537.78 ms [2021-07-05 22:06:11 main:574] : INFO : Epoch 1696 | loss: 0.0311423 | val_loss: 0.0311694 | Time: 4528.93 ms [2021-07-05 22:06:15 main:574] : INFO : Epoch 1697 | loss: 0.031141 | val_loss: 0.0311751 | Time: 4532.62 ms [2021-07-05 22:06:20 main:574] : INFO : Epoch 1698 | loss: 0.0311388 | val_loss: 0.0311743 | Time: 4530.27 ms [2021-07-05 22:06:24 main:574] : INFO : Epoch 1699 | loss: 0.0311383 | val_loss: 0.0311762 | Time: 4539.9 ms [2021-07-05 22:06:29 main:574] : INFO : Epoch 1700 | loss: 0.0311401 | val_loss: 0.0311696 | Time: 4537.3 ms [2021-07-05 22:06:33 main:574] : INFO : Epoch 1701 | loss: 0.0311391 | val_loss: 0.0311698 | Time: 4529.24 ms [2021-07-05 22:06:38 main:574] : INFO : Epoch 1702 | loss: 0.031144 | val_loss: 0.0311699 | Time: 4538.62 ms [2021-07-05 22:06:42 main:574] : INFO : Epoch 1703 | loss: 0.031142 | val_loss: 0.0311721 | Time: 4533.21 ms [2021-07-05 22:06:47 main:574] : INFO : Epoch 1704 | loss: 0.0311423 | val_loss: 0.0311741 | Time: 4538.32 ms [2021-07-05 22:06:52 main:574] : INFO : Epoch 1705 | loss: 0.0311405 | val_loss: 0.0311652 | Time: 4538.06 ms [2021-07-05 22:06:56 main:574] : INFO : Epoch 1706 | loss: 0.0311394 | val_loss: 0.0311737 | Time: 4525.38 ms [2021-07-05 22:07:01 main:574] : INFO : Epoch 1707 | loss: 0.0311401 | val_loss: 0.0311724 | Time: 4533.38 ms [2021-07-05 22:07:05 main:574] : INFO : Epoch 1708 | loss: 0.0311441 | val_loss: 0.0311681 | Time: 4535.42 ms [2021-07-05 22:07:10 main:574] : INFO : Epoch 1709 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 4531.39 ms [2021-07-05 22:07:14 main:574] : INFO : Epoch 1710 | loss: 0.0311486 | val_loss: 0.0311669 | Time: 4522.01 ms [2021-07-05 22:07:19 main:574] : INFO : Epoch 1711 | loss: 0.031144 | val_loss: 0.0311671 | Time: 4532.26 ms [2021-07-05 22:07:23 main:574] : INFO : Epoch 1712 | loss: 0.0311451 | val_loss: 0.0311692 | Time: 4532.07 ms [2021-07-05 22:07:28 main:574] : INFO : Epoch 1713 | loss: 0.031143 | val_loss: 0.0311654 | Time: 4532.01 ms [2021-07-05 22:07:32 main:574] : INFO : Epoch 1714 | loss: 0.031144 | val_loss: 0.0311672 | Time: 4537.36 ms [2021-07-05 22:07:37 main:574] : INFO : Epoch 1715 | loss: 0.0311431 | val_loss: 0.031167 | Time: 4523.77 ms [2021-07-05 22:07:41 main:574] : INFO : Epoch 1716 | loss: 0.0311406 | val_loss: 0.0311662 | Time: 4527.27 ms [2021-07-05 22:07:46 main:574] : INFO : Epoch 1717 | loss: 0.0311413 | val_loss: 0.031165 | Time: 4533.06 ms [2021-07-05 22:07:51 main:574] : INFO : Epoch 1718 | loss: 0.0311424 | val_loss: 0.0311645 | Time: 4527.31 ms [2021-07-05 22:07:55 main:574] : INFO : Epoch 1719 | loss: 0.0311398 | val_loss: 0.0311721 | Time: 4530.3 ms [2021-07-05 22:08:00 main:574] : INFO : Epoch 1720 | loss: 0.0311399 | val_loss: 0.031168 | Time: 4520.28 ms [2021-07-05 22:08:04 main:574] : INFO : Epoch 1721 | loss: 0.0311389 | val_loss: 0.0311653 | Time: 4534.88 ms [2021-07-05 22:08:09 main:574] : INFO : Epoch 1722 | loss: 0.0311412 | val_loss: 0.031166 | Time: 4533.22 ms [2021-07-05 22:08:13 main:574] : INFO : Epoch 1723 | loss: 0.0311387 | val_loss: 0.0311739 | Time: 4539.69 ms [2021-07-05 22:08:18 main:574] : INFO : Epoch 1724 | loss: 0.0311391 | val_loss: 0.0311693 | Time: 4521.15 ms [2021-07-05 22:08:22 main:574] : INFO : Epoch 1725 | loss: 0.0311385 | val_loss: 0.0311696 | Time: 4528.14 ms [2021-07-05 22:08:27 main:574] : INFO : Epoch 1726 | loss: 0.0311385 | val_loss: 0.0311744 | Time: 4529.25 ms [2021-07-05 22:08:31 main:574] : INFO : Epoch 1727 | loss: 0.0311407 | val_loss: 0.0311685 | Time: 4539.31 ms [2021-07-05 22:08:36 main:574] : INFO : Epoch 1728 | loss: 0.0311401 | val_loss: 0.0311703 | Time: 4527.73 ms [2021-07-05 22:08:40 main:574] : INFO : Epoch 1729 | loss: 0.0311406 | val_loss: 0.031167 | Time: 4531.95 ms [2021-07-05 22:08:45 main:574] : INFO : Epoch 1730 | loss: 0.0311428 | val_loss: 0.0311721 | Time: 4530.59 ms [2021-07-05 22:08:49 main:574] : INFO : Epoch 1731 | loss: 0.031141 | val_loss: 0.0311678 | Time: 4531.57 ms [2021-07-05 22:08:54 main:574] : INFO : Epoch 1732 | loss: 0.0311397 | val_loss: 0.0311693 | Time: 4530.8 ms [2021-07-05 22:08:59 main:574] : INFO : Epoch 1733 | loss: 0.0311392 | val_loss: 0.0311726 | Time: 4531.05 ms [2021-07-05 22:09:03 main:574] : INFO : Epoch 1734 | loss: 0.0311393 | val_loss: 0.0311673 | Time: 4529.09 ms [2021-07-05 22:09:08 main:574] : INFO : Epoch 1735 | loss: 0.0311415 | val_loss: 0.0311697 | Time: 4528.55 ms [2021-07-05 22:09:12 main:574] : INFO : Epoch 1736 | loss: 0.0311418 | val_loss: 0.0311753 | Time: 4526.43 ms [2021-07-05 22:09:17 main:574] : INFO : Epoch 1737 | loss: 0.0311418 | val_loss: 0.0311627 | Time: 4534.96 ms [2021-07-05 22:09:21 main:574] : INFO : Epoch 1738 | loss: 0.0311386 | val_loss: 0.0311702 | Time: 4536.54 ms [2021-07-05 22:09:26 main:574] : INFO : Epoch 1739 | loss: 0.0311397 | val_loss: 0.0311648 | Time: 4531.19 ms [2021-07-05 22:09:30 main:574] : INFO : Epoch 1740 | loss: 0.0311449 | val_loss: 0.0311725 | Time: 4527.96 ms [2021-07-05 22:09:35 main:574] : INFO : Epoch 1741 | loss: 0.0311407 | val_loss: 0.0311621 | Time: 4524.27 ms [2021-07-05 22:09:39 main:574] : INFO : Epoch 1742 | loss: 0.0311422 | val_loss: 0.031165 | Time: 4532.15 ms [2021-07-05 22:09:44 main:574] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 4522.54 ms [2021-07-05 22:09:48 main:574] : INFO : Epoch 1744 | loss: 0.0311412 | val_loss: 0.0311707 | Time: 4531.48 ms [2021-07-05 22:09:53 main:574] : INFO : Epoch 1745 | loss: 0.0311416 | val_loss: 0.0311716 | Time: 4526.54 ms [2021-07-05 22:09:58 main:574] : INFO : Epoch 1746 | loss: 0.0311399 | val_loss: 0.0311734 | Time: 4524.32 ms [2021-07-05 22:10:02 main:574] : INFO : Epoch 1747 | loss: 0.0311387 | val_loss: 0.0311664 | Time: 4521.07 ms [2021-07-05 22:10:07 main:574] : INFO : Epoch 1748 | loss: 0.0311374 | val_loss: 0.0311635 | Time: 4525.22 ms [2021-07-05 22:10:11 main:574] : INFO : Epoch 1749 | loss: 0.0311391 | val_loss: 0.0311735 | Time: 4528.12 ms [2021-07-05 22:10:16 main:574] : INFO : Epoch 1750 | loss: 0.0311391 | val_loss: 0.0311667 | Time: 4522.36 ms [2021-07-05 22:10:20 main:574] : INFO : Epoch 1751 | loss: 0.0311389 | val_loss: 0.0311677 | Time: 4531.85 ms [2021-07-05 22:10:25 main:574] : INFO : Epoch 1752 | loss: 0.0311397 | val_loss: 0.031168 | Time: 4535.35 ms [2021-07-05 22:10:29 main:574] : INFO : Epoch 1753 | loss: 0.031142 | val_loss: 0.0311684 | Time: 4524.96 ms [2021-07-05 22:10:34 main:574] : INFO : Epoch 1754 | loss: 0.0311401 | val_loss: 0.0311683 | Time: 4520.28 ms [2021-07-05 22:10:38 main:574] : INFO : Epoch 1755 | loss: 0.0311404 | val_loss: 0.0311674 | Time: 4521.12 ms [2021-07-05 22:10:43 main:574] : INFO : Epoch 1756 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 4523.89 ms [2021-07-05 22:10:47 main:574] : INFO : Epoch 1757 | loss: 0.03114 | val_loss: 0.0311668 | Time: 4527.73 ms [2021-07-05 22:10:52 main:574] : INFO : Epoch 1758 | loss: 0.0311405 | val_loss: 0.0311655 | Time: 4527.98 ms [2021-07-05 22:10:56 main:574] : INFO : Epoch 1759 | loss: 0.0311412 | val_loss: 0.0311717 | Time: 4531.63 ms [2021-07-05 22:11:01 main:574] : INFO : Epoch 1760 | loss: 0.03114 | val_loss: 0.0311686 | Time: 4530.3 ms [2021-07-05 22:11:06 main:574] : INFO : Epoch 1761 | loss: 0.0311441 | val_loss: 0.0311798 | Time: 4522.74 ms [2021-07-05 22:11:10 main:574] : INFO : Epoch 1762 | loss: 0.0311383 | val_loss: 0.0311687 | Time: 4580.26 ms [2021-07-05 22:11:15 main:574] : INFO : Epoch 1763 | loss: 0.0311386 | val_loss: 0.031167 | Time: 4603.32 ms [2021-07-05 22:11:19 main:574] : INFO : Epoch 1764 | loss: 0.0311393 | val_loss: 0.031168 | Time: 4598.25 ms [2021-07-05 22:11:24 main:574] : INFO : Epoch 1765 | loss: 0.0311435 | val_loss: 0.0311755 | Time: 4586.85 ms [2021-07-05 22:11:29 main:574] : INFO : Epoch 1766 | loss: 0.0311411 | val_loss: 0.031167 | Time: 4630.42 ms [2021-07-05 22:11:33 main:574] : INFO : Epoch 1767 | loss: 0.0311392 | val_loss: 0.031169 | Time: 4629.33 ms [2021-07-05 22:11:38 main:574] : INFO : Epoch 1768 | loss: 0.0311396 | val_loss: 0.0311716 | Time: 4603.83 ms [2021-07-05 22:11:43 main:574] : INFO : Epoch 1769 | loss: 0.0311382 | val_loss: 0.0311728 | Time: 4724.76 ms [2021-07-05 22:11:47 main:574] : INFO : Epoch 1770 | loss: 0.0311403 | val_loss: 0.0311689 | Time: 4655.07 ms [2021-07-05 22:11:52 main:574] : INFO : Epoch 1771 | loss: 0.0311388 | val_loss: 0.0311677 | Time: 4617.32 ms [2021-07-05 22:11:56 main:574] : INFO : Epoch 1772 | loss: 0.0311385 | val_loss: 0.0311704 | Time: 4603.09 ms [2021-07-05 22:12:01 main:574] : INFO : Epoch 1773 | loss: 0.0311389 | val_loss: 0.0311724 | Time: 4589.86 ms [2021-07-05 22:12:06 main:574] : INFO : Epoch 1774 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 4599.03 ms [2021-07-05 22:12:10 main:574] : INFO : Epoch 1775 | loss: 0.0311409 | val_loss: 0.0311687 | Time: 4610.04 ms [2021-07-05 22:12:15 main:574] : INFO : Epoch 1776 | loss: 0.0311378 | val_loss: 0.0311699 | Time: 4660.4 ms [2021-07-05 22:12:20 main:574] : INFO : Epoch 1777 | loss: 0.0311383 | val_loss: 0.0311685 | Time: 4622.33 ms [2021-07-05 22:12:24 main:574] : INFO : Epoch 1778 | loss: 0.0311409 | val_loss: 0.0311661 | Time: 4601.42 ms [2021-07-05 22:12:29 main:574] : INFO : Epoch 1779 | loss: 0.0311402 | val_loss: 0.0311643 | Time: 4601.03 ms [2021-07-05 22:12:33 main:574] : INFO : Epoch 1780 | loss: 0.0311398 | val_loss: 0.0311694 | Time: 4592.74 ms [2021-07-05 22:12:38 main:574] : INFO : Epoch 1781 | loss: 0.0311394 | val_loss: 0.0311633 | Time: 4600.96 ms [2021-07-05 22:12:43 main:574] : INFO : Epoch 1782 | loss: 0.0311382 | val_loss: 0.0311693 | Time: 4603.45 ms [2021-07-05 22:12:47 main:574] : INFO : Epoch 1783 | loss: 0.0311386 | val_loss: 0.0311636 | Time: 4607.08 ms [2021-07-05 22:12:52 main:574] : INFO : Epoch 1784 | loss: 0.0311369 | val_loss: 0.0311672 | Time: 4605.16 ms [2021-07-05 22:12:56 main:574] : INFO : Epoch 1785 | loss: 0.0311376 | val_loss: 0.0311674 | Time: 4601.85 ms [2021-07-05 22:13:01 main:574] : INFO : Epoch 1786 | loss: 0.0311366 | val_loss: 0.0311683 | Time: 4610.46 ms [2021-07-05 22:13:06 main:574] : INFO : Epoch 1787 | loss: 0.031137 | val_loss: 0.0311655 | Time: 4615.06 ms [2021-07-05 22:13:10 main:574] : INFO : Epoch 1788 | loss: 0.0311371 | val_loss: 0.0311652 | Time: 4595.52 ms [2021-07-05 22:13:15 main:574] : INFO : Epoch 1789 | loss: 0.0311358 | val_loss: 0.0311673 | Time: 4588.84 ms [2021-07-05 22:13:19 main:574] : INFO : Epoch 1790 | loss: 0.0311365 | val_loss: 0.0311671 | Time: 4602.34 ms [2021-07-05 22:13:24 main:574] : INFO : Epoch 1791 | loss: 0.0311366 | val_loss: 0.0311643 | Time: 4607.79 ms [2021-07-05 22:13:29 main:574] : INFO : Epoch 1792 | loss: 0.0311357 | val_loss: 0.0311693 | Time: 4612.12 ms [2021-07-05 22:13:33 main:574] : INFO : Epoch 1793 | loss: 0.0311366 | val_loss: 0.031164 | Time: 4596.22 ms [2021-07-05 22:13:38 main:574] : INFO : Epoch 1794 | loss: 0.0311386 | val_loss: 0.0311654 | Time: 4603.06 ms [2021-07-05 22:13:42 main:574] : INFO : Epoch 1795 | loss: 0.0311387 | val_loss: 0.031162 | Time: 4590.52 ms [2021-07-05 22:13:47 main:574] : INFO : Epoch 1796 | loss: 0.0311381 | val_loss: 0.0311738 | Time: 4608.6 ms [2021-07-05 22:13:52 main:574] : INFO : Epoch 1797 | loss: 0.0311386 | val_loss: 0.0311631 | Time: 4607.6 ms [2021-07-05 22:13:56 main:574] : INFO : Epoch 1798 | loss: 0.0311368 | val_loss: 0.0311679 | Time: 4606.92 ms [2021-07-05 22:14:01 main:574] : INFO : Epoch 1799 | loss: 0.0311366 | val_loss: 0.031167 | Time: 4604.36 ms [2021-07-05 22:14:06 main:574] : INFO : Epoch 1800 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 4621.55 ms [2021-07-05 22:14:10 main:574] : INFO : Epoch 1801 | loss: 0.0311372 | val_loss: 0.0311715 | Time: 4600.9 ms [2021-07-05 22:14:15 main:574] : INFO : Epoch 1802 | loss: 0.0311359 | val_loss: 0.0311685 | Time: 4653.52 ms [2021-07-05 22:14:19 main:574] : INFO : Epoch 1803 | loss: 0.0311359 | val_loss: 0.0311732 | Time: 4533.53 ms [2021-07-05 22:14:24 main:574] : INFO : Epoch 1804 | loss: 0.0311354 | val_loss: 0.0311671 | Time: 4530.95 ms [2021-07-05 22:14:28 main:574] : INFO : Epoch 1805 | loss: 0.0311389 | val_loss: 0.0311685 | Time: 4521.47 ms [2021-07-05 22:14:33 main:574] : INFO : Epoch 1806 | loss: 0.0311404 | val_loss: 0.0311662 | Time: 4523.29 ms [2021-07-05 22:14:38 main:574] : INFO : Epoch 1807 | loss: 0.03114 | val_loss: 0.0311715 | Time: 4510.16 ms [2021-07-05 22:14:42 main:574] : INFO : Epoch 1808 | loss: 0.0311398 | val_loss: 0.0311617 | Time: 4510.71 ms [2021-07-05 22:14:47 main:574] : INFO : Epoch 1809 | loss: 0.0311371 | val_loss: 0.0311632 | Time: 4513.56 ms [2021-07-05 22:14:51 main:574] : INFO : Epoch 1810 | loss: 0.0311359 | val_loss: 0.0311673 | Time: 4512.39 ms [2021-07-05 22:14:56 main:574] : INFO : Epoch 1811 | loss: 0.0311355 | val_loss: 0.0311695 | Time: 4511.13 ms [2021-07-05 22:15:00 main:574] : INFO : Epoch 1812 | loss: 0.0311422 | val_loss: 0.0311693 | Time: 4520.71 ms [2021-07-05 22:15:05 main:574] : INFO : Epoch 1813 | loss: 0.0311409 | val_loss: 0.0311672 | Time: 4522.91 ms [2021-07-05 22:15:09 main:574] : INFO : Epoch 1814 | loss: 0.0311382 | val_loss: 0.0311647 | Time: 4511.97 ms [2021-07-05 22:15:14 main:574] : INFO : Epoch 1815 | loss: 0.0311384 | val_loss: 0.0311656 | Time: 4512 ms [2021-07-05 22:15:18 main:574] : INFO : Epoch 1816 | loss: 0.0311399 | val_loss: 0.0311664 | Time: 4509.65 ms [2021-07-05 22:15:23 main:574] : INFO : Epoch 1817 | loss: 0.0311396 | val_loss: 0.0311607 | Time: 4514.45 ms [2021-07-05 22:15:27 main:574] : INFO : Epoch 1818 | loss: 0.0311362 | val_loss: 0.0311684 | Time: 4509.57 ms [2021-07-05 22:15:32 main:574] : INFO : Epoch 1819 | loss: 0.0311381 | val_loss: 0.0311657 | Time: 4526.8 ms [2021-07-05 22:15:37 main:574] : INFO : Epoch 1820 | loss: 0.0311365 | val_loss: 0.0311612 | Time: 5065.64 ms [2021-07-05 22:15:42 main:574] : INFO : Epoch 1821 | loss: 0.0311353 | val_loss: 0.0311679 | Time: 4758.94 ms [2021-07-05 22:15:46 main:574] : INFO : Epoch 1822 | loss: 0.0311411 | val_loss: 0.0311755 | Time: 4597.94 ms [2021-07-05 22:15:52 main:574] : INFO : Epoch 1823 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 5800.51 ms [2021-07-05 22:15:57 main:574] : INFO : Epoch 1824 | loss: 0.0311405 | val_loss: 0.0311662 | Time: 5331.69 ms [2021-07-05 22:16:02 main:574] : INFO : Epoch 1825 | loss: 0.0311402 | val_loss: 0.0311684 | Time: 4527.68 ms [2021-07-05 22:16:06 main:574] : INFO : Epoch 1826 | loss: 0.0311392 | val_loss: 0.0311702 | Time: 4520.88 ms [2021-07-05 22:16:11 main:574] : INFO : Epoch 1827 | loss: 0.031139 | val_loss: 0.031179 | Time: 4548.13 ms [2021-07-05 22:16:16 main:574] : INFO : Epoch 1828 | loss: 0.0311408 | val_loss: 0.0311758 | Time: 4550.7 ms [2021-07-05 22:16:20 main:574] : INFO : Epoch 1829 | loss: 0.0311406 | val_loss: 0.0311697 | Time: 4549.21 ms [2021-07-05 22:16:25 main:574] : INFO : Epoch 1830 | loss: 0.0311393 | val_loss: 0.0311751 | Time: 4530.14 ms [2021-07-05 22:16:29 main:574] : INFO : Epoch 1831 | loss: 0.0311417 | val_loss: 0.0311684 | Time: 4540.88 ms [2021-07-05 22:16:34 main:574] : INFO : Epoch 1832 | loss: 0.0311379 | val_loss: 0.0311656 | Time: 4562.23 ms [2021-07-05 22:16:38 main:574] : INFO : Epoch 1833 | loss: 0.0311368 | val_loss: 0.0311669 | Time: 4538.79 ms [2021-07-05 22:16:43 main:574] : INFO : Epoch 1834 | loss: 0.0311425 | val_loss: 0.0311732 | Time: 4705.09 ms [2021-07-05 22:16:48 main:574] : INFO : Epoch 1835 | loss: 0.0311387 | val_loss: 0.0311678 | Time: 4545.95 ms [2021-07-05 22:16:52 main:574] : INFO : Epoch 1836 | loss: 0.0311367 | val_loss: 0.0311684 | Time: 4707.84 ms [2021-07-05 22:16:57 main:574] : INFO : Epoch 1837 | loss: 0.031138 | val_loss: 0.0311703 | Time: 4674.41 ms [2021-07-05 22:17:02 main:574] : INFO : Epoch 1838 | loss: 0.0311385 | val_loss: 0.0311792 | Time: 4592.29 ms [2021-07-05 22:17:06 main:574] : INFO : Epoch 1839 | loss: 0.0311386 | val_loss: 0.0311694 | Time: 4537.92 ms [2021-07-05 22:17:11 main:574] : INFO : Epoch 1840 | loss: 0.0311412 | val_loss: 0.0311622 | Time: 4556.93 ms [2021-07-05 22:17:15 main:574] : INFO : Epoch 1841 | loss: 0.0311425 | val_loss: 0.0311744 | Time: 4556.02 ms [2021-07-05 22:17:20 main:574] : INFO : Epoch 1842 | loss: 0.0311421 | val_loss: 0.0311703 | Time: 4538.2 ms [2021-07-05 22:17:25 main:574] : INFO : Epoch 1843 | loss: 0.0311419 | val_loss: 0.0311676 | Time: 4786.83 ms [2021-07-05 22:17:31 main:574] : INFO : Epoch 1844 | loss: 0.0311393 | val_loss: 0.0311653 | Time: 6687.98 ms [2021-07-05 22:17:36 main:574] : INFO : Epoch 1845 | loss: 0.0311411 | val_loss: 0.0311686 | Time: 4535.32 ms [2021-07-05 22:17:40 main:574] : INFO : Epoch 1846 | loss: 0.0311399 | val_loss: 0.0311678 | Time: 4520.61 ms [2021-07-05 22:17:45 main:574] : INFO : Epoch 1847 | loss: 0.03114 | val_loss: 0.0311638 | Time: 4727.46 ms [2021-07-05 22:17:50 main:574] : INFO : Epoch 1848 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 5128.45 ms [2021-07-05 22:17:55 main:574] : INFO : Epoch 1849 | loss: 0.0311372 | val_loss: 0.0311715 | Time: 4543.28 ms [2021-07-05 22:17:59 main:574] : INFO : Epoch 1850 | loss: 0.0311368 | val_loss: 0.0311631 | Time: 4566.83 ms [2021-07-05 22:18:04 main:574] : INFO : Epoch 1851 | loss: 0.0311402 | val_loss: 0.0311715 | Time: 4567.62 ms [2021-07-05 22:18:08 main:574] : INFO : Epoch 1852 | loss: 0.0311422 | val_loss: 0.0311652 | Time: 4556.73 ms [2021-07-05 22:18:13 main:574] : INFO : Epoch 1853 | loss: 0.0311416 | val_loss: 0.0311703 | Time: 4546.31 ms [2021-07-05 22:18:18 main:574] : INFO : Epoch 1854 | loss: 0.031146 | val_loss: 0.0311645 | Time: 4557.96 ms [2021-07-05 22:18:23 main:574] : INFO : Epoch 1855 | loss: 0.0311421 | val_loss: 0.0311648 | Time: 5580.07 ms [2021-07-05 22:18:28 main:574] : INFO : Epoch 1856 | loss: 0.0311408 | val_loss: 0.031164 | Time: 4757.84 ms [2021-07-05 22:18:33 main:574] : INFO : Epoch 1857 | loss: 0.0311391 | val_loss: 0.0311672 | Time: 4767.08 ms [2021-07-05 22:18:37 main:574] : INFO : Epoch 1858 | loss: 0.0311388 | val_loss: 0.0311658 | Time: 4687.68 ms [2021-07-05 22:18:42 main:574] : INFO : Epoch 1859 | loss: 0.0311411 | val_loss: 0.0311672 | Time: 4542.61 ms [2021-07-05 22:18:47 main:574] : INFO : Epoch 1860 | loss: 0.0311417 | val_loss: 0.0311678 | Time: 4587.47 ms [2021-07-05 22:18:51 main:574] : INFO : Epoch 1861 | loss: 0.0311397 | val_loss: 0.0311664 | Time: 4541.25 ms [2021-07-05 22:18:56 main:574] : INFO : Epoch 1862 | loss: 0.031141 | val_loss: 0.0311675 | Time: 4531.57 ms [2021-07-05 22:19:00 main:574] : INFO : Epoch 1863 | loss: 0.0311411 | val_loss: 0.0311648 | Time: 4536.5 ms [2021-07-05 22:19:05 main:574] : INFO : Epoch 1864 | loss: 0.0311385 | val_loss: 0.031171 | Time: 4535.35 ms [2021-07-05 22:19:09 main:574] : INFO : Epoch 1865 | loss: 0.0311396 | val_loss: 0.0311718 | Time: 4591.29 ms [2021-07-05 22:19:14 main:574] : INFO : Epoch 1866 | loss: 0.0311477 | val_loss: 0.0311739 | Time: 4562.27 ms [2021-07-05 22:19:18 main:574] : INFO : Epoch 1867 | loss: 0.0311458 | val_loss: 0.0311701 | Time: 4543.39 ms [2021-07-05 22:19:23 main:574] : INFO : Epoch 1868 | loss: 0.0311458 | val_loss: 0.0311638 | Time: 4535.32 ms [2021-07-05 22:19:28 main:574] : INFO : Epoch 1869 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 4533.64 ms [2021-07-05 22:19:32 main:574] : INFO : Epoch 1870 | loss: 0.0311455 | val_loss: 0.0311656 | Time: 4540.15 ms [2021-07-05 22:19:37 main:574] : INFO : Epoch 1871 | loss: 0.0311445 | val_loss: 0.0311642 | Time: 4561.05 ms [2021-07-05 22:19:41 main:574] : INFO : Epoch 1872 | loss: 0.0311428 | val_loss: 0.0311634 | Time: 4540.31 ms [2021-07-05 22:19:46 main:574] : INFO : Epoch 1873 | loss: 0.0311419 | val_loss: 0.0311626 | Time: 4542.49 ms [2021-07-05 22:19:50 main:574] : INFO : Epoch 1874 | loss: 0.0311426 | val_loss: 0.0311653 | Time: 4531.92 ms [2021-07-05 22:19:55 main:574] : INFO : Epoch 1875 | loss: 0.0311414 | val_loss: 0.0311681 | Time: 4536.02 ms [2021-07-05 22:19:59 main:574] : INFO : Epoch 1876 | loss: 0.0311533 | val_loss: 0.0311953 | Time: 4606.94 ms [2021-07-05 22:20:04 main:574] : INFO : Epoch 1877 | loss: 0.0314878 | val_loss: 0.0317378 | Time: 4586.15 ms [2021-07-05 22:20:09 main:574] : INFO : Epoch 1878 | loss: 0.0323426 | val_loss: 0.0329368 | Time: 4661.61 ms [2021-07-05 22:20:13 main:574] : INFO : Epoch 1879 | loss: 0.0315997 | val_loss: 0.0312981 | Time: 4731.34 ms [2021-07-05 22:20:18 main:574] : INFO : Epoch 1880 | loss: 0.0312256 | val_loss: 0.0311877 | Time: 4699.09 ms [2021-07-05 22:20:23 main:574] : INFO : Epoch 1881 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 4658.97 ms [2021-07-05 22:20:28 main:574] : INFO : Epoch 1882 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 4691.2 ms [2021-07-05 22:20:32 main:574] : INFO : Epoch 1883 | loss: 0.0311507 | val_loss: 0.0311708 | Time: 4703.3 ms [2021-07-05 22:20:37 main:574] : INFO : Epoch 1884 | loss: 0.0311484 | val_loss: 0.0311684 | Time: 4612.36 ms [2021-07-05 22:20:42 main:574] : INFO : Epoch 1885 | loss: 0.0311459 | val_loss: 0.0311669 | Time: 4582.24 ms [2021-07-05 22:20:46 main:574] : INFO : Epoch 1886 | loss: 0.0311445 | val_loss: 0.0311711 | Time: 4644.84 ms [2021-07-05 22:20:51 main:574] : INFO : Epoch 1887 | loss: 0.0311445 | val_loss: 0.031166 | Time: 4601.45 ms [2021-07-05 22:20:56 main:574] : INFO : Epoch 1888 | loss: 0.0311436 | val_loss: 0.0311655 | Time: 4654.27 ms [2021-07-05 22:21:00 main:574] : INFO : Epoch 1889 | loss: 0.031141 | val_loss: 0.0311664 | Time: 4725.42 ms [2021-07-05 22:21:05 main:574] : INFO : Epoch 1890 | loss: 0.0311415 | val_loss: 0.0311702 | Time: 4555.24 ms [2021-07-05 22:21:09 main:574] : INFO : Epoch 1891 | loss: 0.0311402 | val_loss: 0.0311678 | Time: 4563.07 ms [2021-07-05 22:21:14 main:574] : INFO : Epoch 1892 | loss: 0.0311426 | val_loss: 0.0311664 | Time: 4544.64 ms [2021-07-05 22:21:19 main:574] : INFO : Epoch 1893 | loss: 0.0311426 | val_loss: 0.0311702 | Time: 4567.64 ms [2021-07-05 22:21:23 main:574] : INFO : Epoch 1894 | loss: 0.0311423 | val_loss: 0.0311692 | Time: 4566.33 ms [2021-07-05 22:21:28 main:574] : INFO : Epoch 1895 | loss: 0.0311417 | val_loss: 0.0311695 | Time: 4561.41 ms [2021-07-05 22:21:32 main:574] : INFO : Epoch 1896 | loss: 0.0311435 | val_loss: 0.0311697 | Time: 4614.03 ms [2021-07-05 22:21:37 main:574] : INFO : Epoch 1897 | loss: 0.0311435 | val_loss: 0.0311659 | Time: 4671.3 ms [2021-07-05 22:21:42 main:574] : INFO : Epoch 1898 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 4593.96 ms [2021-07-05 22:21:46 main:574] : INFO : Epoch 1899 | loss: 0.0311408 | val_loss: 0.0311698 | Time: 4544.47 ms [2021-07-05 22:21:51 main:574] : INFO : Epoch 1900 | loss: 0.0311397 | val_loss: 0.0311644 | Time: 4583.65 ms [2021-07-05 22:21:55 main:574] : INFO : Epoch 1901 | loss: 0.0311389 | val_loss: 0.0311655 | Time: 4593.9 ms [2021-07-05 22:22:00 main:574] : INFO : Epoch 1902 | loss: 0.031138 | val_loss: 0.031164 | Time: 4554.75 ms [2021-07-05 22:22:05 main:574] : INFO : Epoch 1903 | loss: 0.0311375 | val_loss: 0.0311694 | Time: 4563.85 ms [2021-07-05 22:22:09 main:574] : INFO : Epoch 1904 | loss: 0.0311376 | val_loss: 0.0311628 | Time: 4562.85 ms [2021-07-05 22:22:14 main:574] : INFO : Epoch 1905 | loss: 0.0311386 | val_loss: 0.0311599 | Time: 4585.94 ms [2021-07-05 22:22:18 main:574] : INFO : Epoch 1906 | loss: 0.0311385 | val_loss: 0.0311631 | Time: 4565.45 ms [2021-07-05 22:22:23 main:574] : INFO : Epoch 1907 | loss: 0.0311383 | val_loss: 0.0311647 | Time: 4589.09 ms [2021-07-05 22:22:28 main:574] : INFO : Epoch 1908 | loss: 0.0311383 | val_loss: 0.0311611 | Time: 4599.55 ms [2021-07-05 22:22:32 main:574] : INFO : Epoch 1909 | loss: 0.0311383 | val_loss: 0.0311626 | Time: 4575.8 ms [2021-07-05 22:22:37 main:574] : INFO : Epoch 1910 | loss: 0.0311362 | val_loss: 0.0311654 | Time: 5066.54 ms [2021-07-05 22:22:42 main:574] : INFO : Epoch 1911 | loss: 0.0311376 | val_loss: 0.0311658 | Time: 4874.17 ms [2021-07-05 22:22:47 main:574] : INFO : Epoch 1912 | loss: 0.0311416 | val_loss: 0.0311603 | Time: 4568.83 ms [2021-07-05 22:22:51 main:574] : INFO : Epoch 1913 | loss: 0.0311423 | val_loss: 0.031162 | Time: 4564.42 ms [2021-07-05 22:22:56 main:574] : INFO : Epoch 1914 | loss: 0.0311425 | val_loss: 0.0311684 | Time: 4584.07 ms [2021-07-05 22:23:00 main:574] : INFO : Epoch 1915 | loss: 0.0311403 | val_loss: 0.0311616 | Time: 4549.53 ms [2021-07-05 22:23:05 main:574] : INFO : Epoch 1916 | loss: 0.0311403 | val_loss: 0.0311589 | Time: 4645.04 ms [2021-07-05 22:23:10 main:574] : INFO : Epoch 1917 | loss: 0.031138 | val_loss: 0.0311602 | Time: 4591.42 ms [2021-07-05 22:23:14 main:574] : INFO : Epoch 1918 | loss: 0.0311378 | val_loss: 0.0311634 | Time: 4577.78 ms [2021-07-05 22:23:19 main:574] : INFO : Epoch 1919 | loss: 0.0311373 | val_loss: 0.0311631 | Time: 4540 ms [2021-07-05 22:23:23 main:574] : INFO : Epoch 1920 | loss: 0.0311372 | val_loss: 0.0311683 | Time: 4563.99 ms [2021-07-05 22:23:28 main:574] : INFO : Epoch 1921 | loss: 0.0311384 | val_loss: 0.0311631 | Time: 4525.1 ms [2021-07-05 22:23:32 main:574] : INFO : Epoch 1922 | loss: 0.0311371 | val_loss: 0.0311632 | Time: 4548.99 ms [2021-07-05 22:23:37 main:574] : INFO : Epoch 1923 | loss: 0.0311373 | val_loss: 0.0311643 | Time: 4528.4 ms [2021-07-05 22:23:42 main:574] : INFO : Epoch 1924 | loss: 0.0311378 | val_loss: 0.0311635 | Time: 4567.4 ms [2021-07-05 22:23:46 main:574] : INFO : Epoch 1925 | loss: 0.0311393 | val_loss: 0.0311708 | Time: 4606.92 ms [2021-07-05 22:23:51 main:574] : INFO : Epoch 1926 | loss: 0.0311377 | val_loss: 0.0311638 | Time: 4542.27 ms [2021-07-05 22:23:55 main:574] : INFO : Epoch 1927 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 4524.95 ms [2021-07-05 22:24:00 main:574] : INFO : Epoch 1928 | loss: 0.031138 | val_loss: 0.0311654 | Time: 4523.52 ms [2021-07-05 22:24:04 main:574] : INFO : Epoch 1929 | loss: 0.0311374 | val_loss: 0.0311655 | Time: 4566.29 ms [2021-07-05 22:24:09 main:574] : INFO : Epoch 1930 | loss: 0.0311377 | val_loss: 0.031166 | Time: 4579.5 ms [2021-07-05 22:24:14 main:574] : INFO : Epoch 1931 | loss: 0.0311376 | val_loss: 0.031162 | Time: 4570.07 ms [2021-07-05 22:24:18 main:574] : INFO : Epoch 1932 | loss: 0.0311363 | val_loss: 0.0311629 | Time: 4549.46 ms [2021-07-05 22:24:23 main:574] : INFO : Epoch 1933 | loss: 0.0311363 | val_loss: 0.0311676 | Time: 4558.04 ms [2021-07-05 22:24:27 main:574] : INFO : Epoch 1934 | loss: 0.0311367 | val_loss: 0.0311704 | Time: 4555.71 ms [2021-07-05 22:24:32 main:574] : INFO : Epoch 1935 | loss: 0.0311371 | val_loss: 0.0311648 | Time: 4560.26 ms [2021-07-05 22:24:36 main:574] : INFO : Epoch 1936 | loss: 0.031137 | val_loss: 0.0311614 | Time: 4547.95 ms [2021-07-05 22:24:41 main:574] : INFO : Epoch 1937 | loss: 0.0311383 | val_loss: 0.0311652 | Time: 4563.24 ms [2021-07-05 22:24:46 main:574] : INFO : Epoch 1938 | loss: 0.0311386 | val_loss: 0.0311689 | Time: 4546.53 ms [2021-07-05 22:24:50 main:574] : INFO : Epoch 1939 | loss: 0.0311385 | val_loss: 0.0311655 | Time: 4558.56 ms [2021-07-05 22:24:55 main:574] : INFO : Epoch 1940 | loss: 0.0311394 | val_loss: 0.0311602 | Time: 4555.86 ms [2021-07-05 22:24:59 main:574] : INFO : Epoch 1941 | loss: 0.0311392 | val_loss: 0.0311731 | Time: 4558.62 ms [2021-07-05 22:25:04 main:574] : INFO : Epoch 1942 | loss: 0.0311382 | val_loss: 0.0311603 | Time: 4543.92 ms [2021-07-05 22:25:08 main:574] : INFO : Epoch 1943 | loss: 0.0311377 | val_loss: 0.0311659 | Time: 4551.65 ms [2021-07-05 22:25:13 main:574] : INFO : Epoch 1944 | loss: 0.0311385 | val_loss: 0.0311666 | Time: 4546.38 ms [2021-07-05 22:25:17 main:574] : INFO : Epoch 1945 | loss: 0.0311386 | val_loss: 0.0311637 | Time: 4559.79 ms [2021-07-05 22:25:22 main:574] : INFO : Epoch 1946 | loss: 0.0311367 | val_loss: 0.0311679 | Time: 4560.19 ms [2021-07-05 22:25:27 main:574] : INFO : Epoch 1947 | loss: 0.0311358 | val_loss: 0.031163 | Time: 4560.7 ms [2021-07-05 22:25:31 main:574] : INFO : Epoch 1948 | loss: 0.0311354 | val_loss: 0.031165 | Time: 4582.61 ms [2021-07-05 22:25:36 main:574] : INFO : Epoch 1949 | loss: 0.0311351 | val_loss: 0.0311644 | Time: 4583.14 ms [2021-07-05 22:25:40 main:574] : INFO : Epoch 1950 | loss: 0.0311374 | val_loss: 0.0311622 | Time: 4565.73 ms [2021-07-05 22:25:45 main:574] : INFO : Epoch 1951 | loss: 0.031135 | val_loss: 0.0311704 | Time: 4561.25 ms [2021-07-05 22:25:50 main:574] : INFO : Epoch 1952 | loss: 0.031135 | val_loss: 0.0311619 | Time: 4582.12 ms [2021-07-05 22:25:54 main:574] : INFO : Epoch 1953 | loss: 0.0311355 | val_loss: 0.0311671 | Time: 4543.96 ms [2021-07-05 22:25:59 main:574] : INFO : Epoch 1954 | loss: 0.0311344 | val_loss: 0.0311636 | Time: 4537.42 ms [2021-07-05 22:26:03 main:574] : INFO : Epoch 1955 | loss: 0.0311354 | val_loss: 0.0311687 | Time: 4545.27 ms [2021-07-05 22:26:08 main:574] : INFO : Epoch 1956 | loss: 0.0311349 | val_loss: 0.0311682 | Time: 4574.95 ms [2021-07-05 22:26:12 main:574] : INFO : Epoch 1957 | loss: 0.0311356 | val_loss: 0.0311691 | Time: 4543.82 ms [2021-07-05 22:26:17 main:574] : INFO : Epoch 1958 | loss: 0.0311355 | val_loss: 0.0311691 | Time: 4552.28 ms [2021-07-05 22:26:21 main:574] : INFO : Epoch 1959 | loss: 0.031137 | val_loss: 0.0311642 | Time: 4565.59 ms [2021-07-05 22:26:26 main:574] : INFO : Epoch 1960 | loss: 0.0311361 | val_loss: 0.0311622 | Time: 4551.19 ms [2021-07-05 22:26:31 main:574] : INFO : Epoch 1961 | loss: 0.0311346 | val_loss: 0.0311623 | Time: 4548.85 ms [2021-07-05 22:26:35 main:574] : INFO : Epoch 1962 | loss: 0.0311351 | val_loss: 0.0311768 | Time: 4547.86 ms [2021-07-05 22:26:40 main:574] : INFO : Epoch 1963 | loss: 0.0311354 | val_loss: 0.0311631 | Time: 4605.43 ms [2021-07-05 22:26:44 main:574] : INFO : Epoch 1964 | loss: 0.0311357 | val_loss: 0.0311744 | Time: 4601.56 ms [2021-07-05 22:26:49 main:574] : INFO : Epoch 1965 | loss: 0.0311348 | val_loss: 0.0311692 | Time: 4562.07 ms [2021-07-05 22:26:53 main:574] : INFO : Epoch 1966 | loss: 0.0311349 | val_loss: 0.0311701 | Time: 4549.11 ms [2021-07-05 22:26:58 main:574] : INFO : Epoch 1967 | loss: 0.0311357 | val_loss: 0.0311659 | Time: 4560.41 ms [2021-07-05 22:27:03 main:574] : INFO : Epoch 1968 | loss: 0.0311357 | val_loss: 0.0311651 | Time: 4557.22 ms [2021-07-05 22:27:07 main:574] : INFO : Epoch 1969 | loss: 0.0311348 | val_loss: 0.0311658 | Time: 4564.17 ms [2021-07-05 22:27:12 main:574] : INFO : Epoch 1970 | loss: 0.0311343 | val_loss: 0.0311706 | Time: 4557.98 ms [2021-07-05 22:27:16 main:574] : INFO : Epoch 1971 | loss: 0.0311324 | val_loss: 0.0311681 | Time: 4597.94 ms [2021-07-05 22:27:21 main:574] : INFO : Epoch 1972 | loss: 0.0311337 | val_loss: 0.0311674 | Time: 4553.82 ms [2021-07-05 22:27:25 main:574] : INFO : Epoch 1973 | loss: 0.0311345 | val_loss: 0.0311661 | Time: 4534.43 ms [2021-07-05 22:27:30 main:574] : INFO : Epoch 1974 | loss: 0.0311344 | val_loss: 0.031162 | Time: 4548.73 ms [2021-07-05 22:27:35 main:574] : INFO : Epoch 1975 | loss: 0.0311338 | val_loss: 0.0311696 | Time: 4543.1 ms [2021-07-05 22:27:39 main:574] : INFO : Epoch 1976 | loss: 0.0311334 | val_loss: 0.0311733 | Time: 4568.36 ms [2021-07-05 22:27:44 main:574] : INFO : Epoch 1977 | loss: 0.0311362 | val_loss: 0.031171 | Time: 4544.9 ms [2021-07-05 22:27:48 main:574] : INFO : Epoch 1978 | loss: 0.0311345 | val_loss: 0.0311692 | Time: 4549.91 ms [2021-07-05 22:27:53 main:574] : INFO : Epoch 1979 | loss: 0.0311357 | val_loss: 0.031168 | Time: 4574.14 ms [2021-07-05 22:27:57 main:574] : INFO : Epoch 1980 | loss: 0.0311367 | val_loss: 0.0311635 | Time: 4561.32 ms [2021-07-05 22:28:02 main:574] : INFO : Epoch 1981 | loss: 0.0311364 | val_loss: 0.0311611 | Time: 4553.72 ms [2021-07-05 22:28:07 main:574] : INFO : Epoch 1982 | loss: 0.0311364 | val_loss: 0.0311618 | Time: 4561.73 ms [2021-07-05 22:28:11 main:574] : INFO : Epoch 1983 | loss: 0.0311359 | val_loss: 0.0311682 | Time: 4590 ms [2021-07-05 22:28:16 main:574] : INFO : Epoch 1984 | loss: 0.0311362 | val_loss: 0.0311655 | Time: 5060 ms [2021-07-05 22:28:21 main:574] : INFO : Epoch 1985 | loss: 0.031137 | val_loss: 0.0311737 | Time: 4598.56 ms [2021-07-05 22:28:25 main:574] : INFO : Epoch 1986 | loss: 0.0311364 | val_loss: 0.0311718 | Time: 4620.18 ms [2021-07-05 22:28:30 main:574] : INFO : Epoch 1987 | loss: 0.0311352 | val_loss: 0.0311668 | Time: 4538.03 ms [2021-07-05 22:28:35 main:574] : INFO : Epoch 1988 | loss: 0.0311368 | val_loss: 0.0311632 | Time: 4546.57 ms [2021-07-05 22:28:39 main:574] : INFO : Epoch 1989 | loss: 0.0311425 | val_loss: 0.0311617 | Time: 4547.66 ms [2021-07-05 22:28:44 main:574] : INFO : Epoch 1990 | loss: 0.031144 | val_loss: 0.0311676 | Time: 4555.28 ms [2021-07-05 22:28:48 main:574] : INFO : Epoch 1991 | loss: 0.0311423 | val_loss: 0.03117 | Time: 4573.16 ms [2021-07-05 22:28:53 main:574] : INFO : Epoch 1992 | loss: 0.031146 | val_loss: 0.0311652 | Time: 4572.82 ms [2021-07-05 22:28:58 main:574] : INFO : Epoch 1993 | loss: 0.031143 | val_loss: 0.0311752 | Time: 4682.71 ms [2021-07-05 22:29:03 main:574] : INFO : Epoch 1994 | loss: 0.0311428 | val_loss: 0.031168 | Time: 5248.47 ms [2021-07-05 22:29:07 main:574] : INFO : Epoch 1995 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 4610.13 ms [2021-07-05 22:29:12 main:574] : INFO : Epoch 1996 | loss: 0.031141 | val_loss: 0.0311686 | Time: 4560.88 ms [2021-07-05 22:29:17 main:574] : INFO : Epoch 1997 | loss: 0.0311406 | val_loss: 0.0311657 | Time: 4560.83 ms [2021-07-05 22:29:21 main:574] : INFO : Epoch 1998 | loss: 0.0311422 | val_loss: 0.0311697 | Time: 4568.73 ms [2021-07-05 22:29:26 main:574] : INFO : Epoch 1999 | loss: 0.0311501 | val_loss: 0.0311689 | Time: 4557.11 ms [2021-07-05 22:29:30 main:574] : INFO : Epoch 2000 | loss: 0.0311499 | val_loss: 0.0311655 | Time: 4541.96 ms [2021-07-05 22:29:35 main:574] : INFO : Epoch 2001 | loss: 0.0311471 | val_loss: 0.0311663 | Time: 4542.43 ms [2021-07-05 22:29:39 main:574] : INFO : Epoch 2002 | loss: 0.0311453 | val_loss: 0.0311694 | Time: 4545.74 ms [2021-07-05 22:29:44 main:574] : INFO : Epoch 2003 | loss: 0.0311459 | val_loss: 0.0311704 | Time: 4591.07 ms [2021-07-05 22:29:49 main:574] : INFO : Epoch 2004 | loss: 0.0311427 | val_loss: 0.0311721 | Time: 4601.37 ms [2021-07-05 22:29:53 main:574] : INFO : Epoch 2005 | loss: 0.0311401 | val_loss: 0.0311698 | Time: 4595.73 ms [2021-07-05 22:29:58 main:574] : INFO : Epoch 2006 | loss: 0.0311404 | val_loss: 0.0311637 | Time: 4586.19 ms [2021-07-05 22:30:02 main:574] : INFO : Epoch 2007 | loss: 0.0311423 | val_loss: 0.0311683 | Time: 4593.18 ms [2021-07-05 22:30:07 main:574] : INFO : Epoch 2008 | loss: 0.0311407 | val_loss: 0.0311693 | Time: 4555.46 ms [2021-07-05 22:30:12 main:574] : INFO : Epoch 2009 | loss: 0.0311405 | val_loss: 0.0311692 | Time: 4604.06 ms [2021-07-05 22:30:16 main:574] : INFO : Epoch 2010 | loss: 0.0311398 | val_loss: 0.0311713 | Time: 4556.37 ms [2021-07-05 22:30:21 main:574] : INFO : Epoch 2011 | loss: 0.0311401 | val_loss: 0.0311675 | Time: 4569.78 ms [2021-07-05 22:30:25 main:574] : INFO : Epoch 2012 | loss: 0.0311481 | val_loss: 0.0311731 | Time: 4620.02 ms [2021-07-05 22:30:30 main:574] : INFO : Epoch 2013 | loss: 0.0311489 | val_loss: 0.0311685 | Time: 4587.77 ms [2021-07-05 22:30:34 main:574] : INFO : Epoch 2014 | loss: 0.0311438 | val_loss: 0.0311658 | Time: 4552.25 ms [2021-07-05 22:30:39 main:574] : INFO : Epoch 2015 | loss: 0.0311415 | val_loss: 0.0311645 | Time: 4574.23 ms [2021-07-05 22:30:44 main:574] : INFO : Epoch 2016 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 4593.47 ms [2021-07-05 22:30:48 main:574] : INFO : Epoch 2017 | loss: 0.0311387 | val_loss: 0.0311625 | Time: 4527.72 ms [2021-07-05 22:30:53 main:574] : INFO : Epoch 2018 | loss: 0.0311398 | val_loss: 0.0311703 | Time: 4559.03 ms [2021-07-05 22:30:57 main:574] : INFO : Epoch 2019 | loss: 0.0311375 | val_loss: 0.0311719 | Time: 4579.6 ms [2021-07-05 22:31:02 main:574] : INFO : Epoch 2020 | loss: 0.0311374 | val_loss: 0.0311624 | Time: 4564.73 ms [2021-07-05 22:31:06 main:574] : INFO : Epoch 2021 | loss: 0.0311374 | val_loss: 0.0311643 | Time: 4533.85 ms [2021-07-05 22:31:11 main:574] : INFO : Epoch 2022 | loss: 0.031137 | val_loss: 0.0311696 | Time: 4561.54 ms [2021-07-05 22:31:16 main:574] : INFO : Epoch 2023 | loss: 0.0311363 | val_loss: 0.0311649 | Time: 4544.54 ms [2021-07-05 22:31:20 main:574] : INFO : Epoch 2024 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 4546.42 ms [2021-07-05 22:31:25 main:574] : INFO : Epoch 2025 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 4567.16 ms [2021-07-05 22:31:29 main:574] : INFO : Epoch 2026 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 4574.24 ms [2021-07-05 22:31:34 main:574] : INFO : Epoch 2027 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 4564.66 ms [2021-07-05 22:31:38 main:574] : INFO : Epoch 2028 | loss: 0.0311494 | val_loss: 0.031167 | Time: 4565.43 ms [2021-07-05 22:31:43 main:574] : INFO : Epoch 2029 | loss: 0.0311474 | val_loss: 0.0311749 | Time: 4562 ms [2021-07-05 22:31:48 main:574] : INFO : Epoch 2030 | loss: 0.0311472 | val_loss: 0.0311788 | Time: 4548.37 ms [2021-07-05 22:31:52 main:574] : INFO : Epoch 2031 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 4559.85 ms [2021-07-05 22:31:57 main:574] : INFO : Epoch 2032 | loss: 0.0311429 | val_loss: 0.0311707 | Time: 4556.19 ms [2021-07-05 22:32:01 main:574] : INFO : Epoch 2033 | loss: 0.0311438 | val_loss: 0.0311682 | Time: 4546.97 ms [2021-07-05 22:32:06 main:574] : INFO : Epoch 2034 | loss: 0.031143 | val_loss: 0.0311681 | Time: 4540.49 ms [2021-07-05 22:32:10 main:574] : INFO : Epoch 2035 | loss: 0.0311434 | val_loss: 0.0311688 | Time: 4555.08 ms [2021-07-05 22:32:15 main:574] : INFO : Epoch 2036 | loss: 0.0311422 | val_loss: 0.0311696 | Time: 4604.47 ms [2021-07-05 22:32:20 main:574] : INFO : Epoch 2037 | loss: 0.0311406 | val_loss: 0.0311702 | Time: 4702.69 ms [2021-07-05 22:32:24 main:574] : INFO : Epoch 2038 | loss: 0.0311405 | val_loss: 0.0311719 | Time: 4611.84 ms [2021-07-05 22:32:29 main:574] : INFO : Epoch 2039 | loss: 0.0311392 | val_loss: 0.031168 | Time: 4810.05 ms [2021-07-05 22:32:34 main:574] : INFO : Epoch 2040 | loss: 0.0311397 | val_loss: 0.0311705 | Time: 4693.11 ms [2021-07-05 22:32:39 main:574] : INFO : Epoch 2041 | loss: 0.0311423 | val_loss: 0.0311669 | Time: 4843.07 ms [2021-07-05 22:32:43 main:574] : INFO : Epoch 2042 | loss: 0.0311378 | val_loss: 0.0311694 | Time: 4828.49 ms [2021-07-05 22:32:48 main:574] : INFO : Epoch 2043 | loss: 0.0311374 | val_loss: 0.0311636 | Time: 4596.27 ms [2021-07-05 22:32:53 main:574] : INFO : Epoch 2044 | loss: 0.0311373 | val_loss: 0.0311663 | Time: 4575.07 ms [2021-07-05 22:32:57 main:574] : INFO : Epoch 2045 | loss: 0.0311373 | val_loss: 0.031168 | Time: 4656.54 ms [2021-07-05 22:33:02 main:574] : INFO : Epoch 2046 | loss: 0.0311391 | val_loss: 0.0311682 | Time: 4631.24 ms [2021-07-05 22:33:07 main:574] : INFO : Epoch 2047 | loss: 0.0311368 | val_loss: 0.0311654 | Time: 4766.8 ms [2021-07-05 22:33:11 main:574] : INFO : Epoch 2048 | loss: 0.0311364 | val_loss: 0.0311674 | Time: 4598.67 ms [2021-07-05 22:33:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311674 [2021-07-05 22:33:11 main:603] : INFO : Saving end state to config to file [2021-07-05 22:33:11 main:608] : INFO : Success, exiting.. 22:33:11 (12480): 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)