Task 7585954
| Name | ParityModified-1631729360-14350-2_0 |
| Workunit | 5242520 |
| Created | 25 Sep 2021, 14:12:51 UTC |
| Sent | 27 Sep 2021, 21:17:42 UTC |
| Report deadline | 4 Oct 2021, 21:17:42 UTC |
| Received | 28 Sep 2021, 2:58:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 3 hours 7 min 12 sec |
| CPU time | 2 hours 58 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0:40:50 main:574] : INFO : Epoch 1542 | loss: 0.0311484 | val_loss: 0.0311666 | Time: 5368.25 ms [2021-09-27 20:40:56 main:574] : INFO : Epoch 1543 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 5374.02 ms [2021-09-27 20:41:01 main:574] : INFO : Epoch 1544 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 5748.97 ms [2021-09-27 20:41:07 main:574] : INFO : Epoch 1545 | loss: 0.0311451 | val_loss: 0.0311662 | Time: 5341.46 ms [2021-09-27 20:41:12 main:574] : INFO : Epoch 1546 | loss: 0.0311454 | val_loss: 0.0311662 | Time: 5798.11 ms [2021-09-27 20:41:18 main:574] : INFO : Epoch 1547 | loss: 0.031145 | val_loss: 0.031167 | Time: 5382.2 ms [2021-09-27 20:41:23 main:574] : INFO : Epoch 1548 | loss: 0.0311428 | val_loss: 0.031169 | Time: 5612.55 ms [2021-09-27 20:41:29 main:574] : INFO : Epoch 1549 | loss: 0.0311452 | val_loss: 0.0311674 | Time: 5395.83 ms [2021-09-27 20:41:34 main:574] : INFO : Epoch 1550 | loss: 0.0311425 | val_loss: 0.0311634 | Time: 5551.84 ms [2021-09-27 20:41:40 main:574] : INFO : Epoch 1551 | loss: 0.0311418 | val_loss: 0.0311655 | Time: 5286.3 ms [2021-09-27 20:41:45 main:574] : INFO : Epoch 1552 | loss: 0.0311419 | val_loss: 0.0311684 | Time: 5439.5 ms [2021-09-27 20:41:51 main:574] : INFO : Epoch 1553 | loss: 0.0311422 | val_loss: 0.0311655 | Time: 5415.1 ms [2021-09-27 20:41:56 main:574] : INFO : Epoch 1554 | loss: 0.0311412 | val_loss: 0.031165 | Time: 5270.74 ms [2021-09-27 20:42:01 main:574] : INFO : Epoch 1555 | loss: 0.0311416 | val_loss: 0.0311639 | Time: 5527.08 ms [2021-09-27 20:42:07 main:574] : INFO : Epoch 1556 | loss: 0.031144 | val_loss: 0.031162 | Time: 5673.5 ms [2021-09-27 20:42:13 main:574] : INFO : Epoch 1557 | loss: 0.0311459 | val_loss: 0.0311646 | Time: 5483.99 ms [2021-09-27 20:42:18 main:574] : INFO : Epoch 1558 | loss: 0.0311448 | val_loss: 0.0311699 | Time: 5566.8 ms [2021-09-27 20:42:23 main:574] : INFO : Epoch 1559 | loss: 0.0311447 | val_loss: 0.0311639 | Time: 5330.6 ms [2021-09-27 20:42:29 main:574] : INFO : Epoch 1560 | loss: 0.0311446 | val_loss: 0.0311695 | Time: 5291.55 ms [2021-09-27 20:42:34 main:574] : INFO : Epoch 1561 | loss: 0.0311469 | val_loss: 0.0311647 | Time: 5408.03 ms [2021-09-27 20:42:40 main:574] : INFO : Epoch 1562 | loss: 0.031144 | val_loss: 0.0311656 | Time: 5653.91 ms [2021-09-27 20:42:45 main:574] : INFO : Epoch 1563 | loss: 0.0311439 | val_loss: 0.0311678 | Time: 5709.04 ms [2021-09-27 20:42:51 main:574] : INFO : Epoch 1564 | loss: 0.0311445 | val_loss: 0.031167 | Time: 5487.03 ms [2021-09-27 20:42:56 main:574] : INFO : Epoch 1565 | loss: 0.031141 | val_loss: 0.0311636 | Time: 5498.06 ms [2021-09-27 20:43:02 main:574] : INFO : Epoch 1566 | loss: 0.0311431 | val_loss: 0.0311708 | Time: 5499.8 ms [2021-09-27 20:43:07 main:574] : INFO : Epoch 1567 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 5393.38 ms [2021-09-27 20:43:13 main:574] : INFO : Epoch 1568 | loss: 0.0311504 | val_loss: 0.0311676 | Time: 5610 ms [2021-09-27 20:43:19 main:574] : INFO : Epoch 1569 | loss: 0.0311534 | val_loss: 0.03117 | Time: 5534.09 ms [2021-09-27 20:43:24 main:574] : INFO : Epoch 1570 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 5458.43 ms [2021-09-27 20:43:29 main:574] : INFO : Epoch 1571 | loss: 0.0311527 | val_loss: 0.0311677 | Time: 5478.01 ms [2021-09-27 20:43:35 main:574] : INFO : Epoch 1572 | loss: 0.031155 | val_loss: 0.0311696 | Time: 5378.94 ms [2021-09-27 20:43:40 main:574] : INFO : Epoch 1573 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 5429.04 ms [2021-09-27 20:43:46 main:574] : INFO : Epoch 1574 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 5408.41 ms [2021-09-27 20:43:51 main:574] : INFO : Epoch 1575 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 5483.17 ms [2021-09-27 20:43:57 main:574] : INFO : Epoch 1576 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 5352.93 ms [2021-09-27 20:44:02 main:574] : INFO : Epoch 1577 | loss: 0.0311512 | val_loss: 0.0311653 | Time: 5439.15 ms [2021-09-27 20:44:08 main:574] : INFO : Epoch 1578 | loss: 0.031148 | val_loss: 0.0311657 | Time: 5550.47 ms [2021-09-27 20:44:13 main:574] : INFO : Epoch 1579 | loss: 0.0311463 | val_loss: 0.0311626 | Time: 5452.85 ms [2021-09-27 20:44:19 main:574] : INFO : Epoch 1580 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 5609.59 ms [2021-09-27 20:44:24 main:574] : INFO : Epoch 1581 | loss: 0.0311453 | val_loss: 0.0311651 | Time: 5366.64 ms [2021-09-27 20:44:29 main:574] : INFO : Epoch 1582 | loss: 0.0311465 | val_loss: 0.031172 | Time: 5444.67 ms [2021-09-27 20:44:35 main:574] : INFO : Epoch 1583 | loss: 0.0311481 | val_loss: 0.0311734 | Time: 5341.15 ms [2021-09-27 20:44:40 main:574] : INFO : Epoch 1584 | loss: 0.0311494 | val_loss: 0.0311698 | Time: 5643.98 ms [2021-09-27 20:44:46 main:574] : INFO : Epoch 1585 | loss: 0.031152 | val_loss: 0.0311672 | Time: 5551.5 ms [2021-09-27 20:44:52 main:574] : INFO : Epoch 1586 | loss: 0.0311547 | val_loss: 0.031163 | Time: 5664.2 ms [2021-09-27 20:44:57 main:574] : INFO : Epoch 1587 | loss: 0.0311593 | val_loss: 0.0311794 | Time: 5512.54 ms [2021-09-27 20:45:03 main:574] : INFO : Epoch 1588 | loss: 0.0311613 | val_loss: 0.0311658 | Time: 5765.56 ms [2021-09-27 20:45:08 main:574] : INFO : Epoch 1589 | loss: 0.031155 | val_loss: 0.0311695 | Time: 5352.48 ms [2021-09-27 20:45:14 main:574] : INFO : Epoch 1590 | loss: 0.0311589 | val_loss: 0.0311656 | Time: 5569.81 ms [2021-09-27 20:45:19 main:574] : INFO : Epoch 1591 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 5388.07 ms [2021-09-27 20:45:25 main:574] : INFO : Epoch 1592 | loss: 0.0311551 | val_loss: 0.0311628 | Time: 5477.04 ms [2021-09-27 20:45:30 main:574] : INFO : Epoch 1593 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 5242.1 ms [2021-09-27 20:45:35 main:574] : INFO : Epoch 1594 | loss: 0.0311581 | val_loss: 0.031164 | Time: 5254 ms [2021-09-27 20:45:41 main:574] : INFO : Epoch 1595 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 5491.93 ms [2021-09-27 20:45:46 main:574] : INFO : Epoch 1596 | loss: 0.0311575 | val_loss: 0.031173 | Time: 5507.18 ms [2021-09-27 20:45:52 main:574] : INFO : Epoch 1597 | loss: 0.0311569 | val_loss: 0.0311743 | Time: 5645.83 ms [2021-09-27 20:45:57 main:574] : INFO : Epoch 1598 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 5517.77 ms [2021-09-27 20:46:03 main:574] : INFO : Epoch 1599 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 5455.62 ms [2021-09-27 20:46:09 main:574] : INFO : Epoch 1600 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 5751.04 ms [2021-09-27 20:46:14 main:574] : INFO : Epoch 1601 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 5598.07 ms [2021-09-27 20:46:20 main:574] : INFO : Epoch 1602 | loss: 0.031153 | val_loss: 0.0311629 | Time: 5373.94 ms [2021-09-27 20:46:25 main:574] : INFO : Epoch 1603 | loss: 0.031151 | val_loss: 0.0311608 | Time: 5324.93 ms [2021-09-27 20:46:30 main:574] : INFO : Epoch 1604 | loss: 0.0311494 | val_loss: 0.031161 | Time: 5314.4 ms [2021-09-27 20:46:36 main:574] : INFO : Epoch 1605 | loss: 0.0311495 | val_loss: 0.0311705 | Time: 5671.77 ms [2021-09-27 20:46:41 main:574] : INFO : Epoch 1606 | loss: 0.0311487 | val_loss: 0.0311602 | Time: 5272.17 ms [2021-09-27 20:46:47 main:574] : INFO : Epoch 1607 | loss: 0.0311508 | val_loss: 0.0311594 | Time: 5586.18 ms [2021-09-27 20:46:52 main:574] : INFO : Epoch 1608 | loss: 0.0311556 | val_loss: 0.0311616 | Time: 5346.85 ms [2021-09-27 20:46:58 main:574] : INFO : Epoch 1609 | loss: 0.031154 | val_loss: 0.0311608 | Time: 5360.63 ms [2021-09-27 20:47:03 main:574] : INFO : Epoch 1610 | loss: 0.0311503 | val_loss: 0.0311635 | Time: 5665.13 ms [2021-09-27 20:47:09 main:574] : INFO : Epoch 1611 | loss: 0.0311489 | val_loss: 0.0311576 | Time: 5477.26 ms [2021-09-27 20:47:14 main:574] : INFO : Epoch 1612 | loss: 0.0311511 | val_loss: 0.0311584 | Time: 5516.75 ms [2021-09-27 20:47:20 main:574] : INFO : Epoch 1613 | loss: 0.0311484 | val_loss: 0.0311597 | Time: 5415.37 ms [2021-09-27 20:47:25 main:574] : INFO : Epoch 1614 | loss: 0.031148 | val_loss: 0.0311644 | Time: 5563.09 ms [2021-09-27 20:47:31 main:574] : INFO : Epoch 1615 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 5788.39 ms [2021-09-27 20:47:36 main:574] : INFO : Epoch 1616 | loss: 0.0311492 | val_loss: 0.0311656 | Time: 5433.21 ms [2021-09-27 20:47:42 main:574] : INFO : Epoch 1617 | loss: 0.0311548 | val_loss: 0.0311652 | Time: 5228.45 ms [2021-09-27 20:47:48 main:574] : INFO : Epoch 1618 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 5882.58 ms [2021-09-27 20:47:53 main:574] : INFO : Epoch 1619 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 5556.89 ms [2021-09-27 20:47:59 main:574] : INFO : Epoch 1620 | loss: 0.0311618 | val_loss: 0.0311663 | Time: 5662.48 ms [2021-09-27 20:48:04 main:574] : INFO : Epoch 1621 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 5513.72 ms [2021-09-27 20:48:10 main:574] : INFO : Epoch 1622 | loss: 0.0311644 | val_loss: 0.0311662 | Time: 5531.17 ms [2021-09-27 20:48:15 main:574] : INFO : Epoch 1623 | loss: 0.0311602 | val_loss: 0.0311636 | Time: 5535.56 ms [2021-09-27 20:48:21 main:574] : INFO : Epoch 1624 | loss: 0.0311598 | val_loss: 0.0311658 | Time: 5416.31 ms [2021-09-27 20:48:26 main:574] : INFO : Epoch 1625 | loss: 0.0311613 | val_loss: 0.0311655 | Time: 5399.5 ms [2021-09-27 20:48:32 main:574] : INFO : Epoch 1626 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 5546.99 ms [2021-09-27 20:48:37 main:574] : INFO : Epoch 1627 | loss: 0.031174 | val_loss: 0.0311725 | Time: 5437.6 ms [2021-09-27 20:48:43 main:574] : INFO : Epoch 1628 | loss: 0.0311686 | val_loss: 0.0311676 | Time: 5458.07 ms [2021-09-27 20:48:48 main:574] : INFO : Epoch 1629 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 5289.73 ms [2021-09-27 20:48:53 main:574] : INFO : Epoch 1630 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 5283.5 ms [2021-09-27 20:48:59 main:574] : INFO : Epoch 1631 | loss: 0.0311699 | val_loss: 0.0311662 | Time: 5602.7 ms [2021-09-27 20:49:04 main:574] : INFO : Epoch 1632 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 5247.33 ms [2021-09-27 20:49:10 main:574] : INFO : Epoch 1633 | loss: 0.0311667 | val_loss: 0.0311646 | Time: 5731.68 ms [2021-09-27 20:49:15 main:574] : INFO : Epoch 1634 | loss: 0.0311622 | val_loss: 0.031164 | Time: 5437.43 ms [2021-09-27 20:49:21 main:574] : INFO : Epoch 1635 | loss: 0.0311615 | val_loss: 0.031167 | Time: 5566.18 ms [2021-09-27 20:49:26 main:574] : INFO : Epoch 1636 | loss: 0.0311621 | val_loss: 0.0311662 | Time: 5223.09 ms [2021-09-27 20:49:32 main:574] : INFO : Epoch 1637 | loss: 0.0311604 | val_loss: 0.0311635 | Time: 5645.17 ms [2021-09-27 20:49:37 main:574] : INFO : Epoch 1638 | loss: 0.0311653 | val_loss: 0.0311679 | Time: 5386.22 ms [2021-09-27 20:49:42 main:574] : INFO : Epoch 1639 | loss: 0.0311645 | val_loss: 0.0311677 | Time: 5373.1 ms [2021-09-27 20:49:48 main:574] : INFO : Epoch 1640 | loss: 0.0311627 | val_loss: 0.0311699 | Time: 5460.76 ms [2021-09-27 20:49:53 main:574] : INFO : Epoch 1641 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 5315.07 ms [2021-09-27 20:49:59 main:574] : INFO : Epoch 1642 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 5440.45 ms [2021-09-27 20:50:04 main:574] : INFO : Epoch 1643 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 5627.8 ms [2021-09-27 20:50:10 main:574] : INFO : Epoch 1644 | loss: 0.0311662 | val_loss: 0.0311699 | Time: 5656.66 ms [2021-09-27 20:50:15 main:574] : INFO : Epoch 1645 | loss: 0.0311667 | val_loss: 0.0311691 | Time: 5273.86 ms [2021-09-27 20:50:21 main:574] : INFO : Epoch 1646 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 5461.21 ms [2021-09-27 20:50:27 main:574] : INFO : Epoch 1647 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 5853.08 ms [2021-09-27 20:50:32 main:574] : INFO : Epoch 1648 | loss: 0.031162 | val_loss: 0.0311685 | Time: 5582.15 ms [2021-09-27 20:50:38 main:574] : INFO : Epoch 1649 | loss: 0.0311597 | val_loss: 0.0311682 | Time: 5395.2 ms [2021-09-27 20:50:43 main:574] : INFO : Epoch 1650 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 5219.89 ms [2021-09-27 20:50:48 main:574] : INFO : Epoch 1651 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 5583.81 ms [2021-09-27 20:50:54 main:574] : INFO : Epoch 1652 | loss: 0.0311573 | val_loss: 0.0311692 | Time: 5577.92 ms [2021-09-27 20:50:59 main:574] : INFO : Epoch 1653 | loss: 0.0311572 | val_loss: 0.03117 | Time: 5446.83 ms [2021-09-27 20:51:05 main:574] : INFO : Epoch 1654 | loss: 0.0311562 | val_loss: 0.031167 | Time: 5426.79 ms [2021-09-27 20:51:10 main:574] : INFO : Epoch 1655 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 5474.69 ms [2021-09-27 20:51:16 main:574] : INFO : Epoch 1656 | loss: 0.031156 | val_loss: 0.0311717 | Time: 5360.7 ms [2021-09-27 20:51:21 main:574] : INFO : Epoch 1657 | loss: 0.0311558 | val_loss: 0.0311684 | Time: 5554.78 ms [2021-09-27 20:51:27 main:574] : INFO : Epoch 1658 | loss: 0.0311576 | val_loss: 0.0311692 | Time: 5458 ms [2021-09-27 20:51:33 main:574] : INFO : Epoch 1659 | loss: 0.0311543 | val_loss: 0.0311688 | Time: 5953.67 ms [2021-09-27 20:51:38 main:574] : INFO : Epoch 1660 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 5596.58 ms [2021-09-27 20:51:44 main:574] : INFO : Epoch 1661 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 5872.18 ms [2021-09-27 20:51:50 main:574] : INFO : Epoch 1662 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 5505.62 ms [2021-09-27 20:51:55 main:574] : INFO : Epoch 1663 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 5437.11 ms [2021-09-27 20:52:01 main:574] : INFO : Epoch 1664 | loss: 0.0311538 | val_loss: 0.031169 | Time: 5516.13 ms [2021-09-27 20:52:06 main:574] : INFO : Epoch 1665 | loss: 0.0311536 | val_loss: 0.0311671 | Time: 5507.38 ms [2021-09-27 20:52:11 main:574] : INFO : Epoch 1666 | loss: 0.0311557 | val_loss: 0.0311687 | Time: 5257.94 ms [2021-09-27 20:52:17 main:574] : INFO : Epoch 1667 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 5406.07 ms [2021-09-27 20:52:22 main:574] : INFO : Epoch 1668 | loss: 0.031159 | val_loss: 0.0311669 | Time: 5486.19 ms [2021-09-27 20:52:28 main:574] : INFO : Epoch 1669 | loss: 0.0311595 | val_loss: 0.031168 | Time: 5458.56 ms [2021-09-27 20:52:33 main:574] : INFO : Epoch 1670 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 5593.14 ms [2021-09-27 20:52:39 main:574] : INFO : Epoch 1671 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 5522.55 ms [2021-09-27 20:52:44 main:574] : INFO : Epoch 1672 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 5576.97 ms [2021-09-27 20:52:50 main:574] : INFO : Epoch 1673 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 5459.42 ms [2021-09-27 20:52:56 main:574] : INFO : Epoch 1674 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 5618.95 ms [2021-09-27 20:53:01 main:574] : INFO : Epoch 1675 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 5719.74 ms [2021-09-27 20:53:07 main:574] : INFO : Epoch 1676 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 5269.13 ms [2021-09-27 20:53:12 main:574] : INFO : Epoch 1677 | loss: 0.0311614 | val_loss: 0.0311717 | Time: 5464.61 ms [2021-09-27 20:53:18 main:574] : INFO : Epoch 1678 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 5590.48 ms [2021-09-27 20:53:23 main:574] : INFO : Epoch 1679 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 5585.32 ms [2021-09-27 20:53:29 main:574] : INFO : Epoch 1680 | loss: 0.0311643 | val_loss: 0.0311685 | Time: 5351.05 ms [2021-09-27 20:53:34 main:574] : INFO : Epoch 1681 | loss: 0.0311617 | val_loss: 0.0311659 | Time: 5264.61 ms [2021-09-27 20:53:39 main:574] : INFO : Epoch 1682 | loss: 0.0311602 | val_loss: 0.0311678 | Time: 5365.65 ms [2021-09-27 20:53:45 main:574] : INFO : Epoch 1683 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 5314.48 ms [2021-09-27 20:53:50 main:574] : INFO : Epoch 1684 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 5553.55 ms [2021-09-27 20:53:56 main:574] : INFO : Epoch 1685 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 5769.79 ms [2021-09-27 20:54:01 main:574] : INFO : Epoch 1686 | loss: 0.0311611 | val_loss: 0.0311648 | Time: 5388.58 ms [2021-09-27 20:54:07 main:574] : INFO : Epoch 1687 | loss: 0.0311599 | val_loss: 0.0311653 | Time: 5307.74 ms [2021-09-27 20:54:12 main:574] : INFO : Epoch 1688 | loss: 0.0311578 | val_loss: 0.0311662 | Time: 5454.99 ms [2021-09-27 20:54:17 main:574] : INFO : Epoch 1689 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 5441.8 ms [2021-09-27 20:54:23 main:574] : INFO : Epoch 1690 | loss: 0.0311602 | val_loss: 0.031165 | Time: 5613.63 ms [2021-09-27 20:54:28 main:574] : INFO : Epoch 1691 | loss: 0.031166 | val_loss: 0.0311735 | Time: 5406.55 ms [2021-09-27 20:54:34 main:574] : INFO : Epoch 1692 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 5198.75 ms [2021-09-27 20:54:39 main:574] : INFO : Epoch 1693 | loss: 0.0311772 | val_loss: 0.0311753 | Time: 5489.7 ms [2021-09-27 20:54:45 main:574] : INFO : Epoch 1694 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 5341.96 ms [2021-09-27 20:54:50 main:574] : INFO : Epoch 1695 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 5388.44 ms [2021-09-27 20:54:55 main:574] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 5579.62 ms [2021-09-27 20:55:01 main:574] : INFO : Epoch 1697 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 5671 ms [2021-09-27 20:55:06 main:574] : INFO : Epoch 1698 | loss: 0.03117 | val_loss: 0.0311755 | Time: 5288.17 ms [2021-09-27 20:55:12 main:574] : INFO : Epoch 1699 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 5754.55 ms [2021-09-27 20:55:18 main:574] : INFO : Epoch 1700 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 5342.51 ms [2021-09-27 20:55:23 main:574] : INFO : Epoch 1701 | loss: 0.0311682 | val_loss: 0.031175 | Time: 5355.37 ms [2021-09-27 20:55:28 main:574] : INFO : Epoch 1702 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 5368.49 ms [2021-09-27 20:55:34 main:574] : INFO : Epoch 1703 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 5319.09 ms [2021-09-27 20:55:39 main:574] : INFO : Epoch 1704 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 5287.24 ms [2021-09-27 20:55:44 main:574] : INFO : Epoch 1705 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 5287.84 ms [2021-09-27 20:55:50 main:574] : INFO : Epoch 1706 | loss: 0.0311706 | val_loss: 0.031174 | Time: 5422.5 ms [2021-09-27 20:55:55 main:574] : INFO : Epoch 1707 | loss: 0.0311703 | val_loss: 0.031177 | Time: 5371.95 ms [2021-09-27 20:56:01 main:574] : INFO : Epoch 1708 | loss: 0.0311703 | val_loss: 0.031169 | Time: 5668.11 ms [2021-09-27 20:56:06 main:574] : INFO : Epoch 1709 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 5396.55 ms [2021-09-27 20:56:12 main:574] : INFO : Epoch 1710 | loss: 0.0311641 | val_loss: 0.0311676 | Time: 5509.22 ms [2021-09-27 20:56:17 main:574] : INFO : Epoch 1711 | loss: 0.0311627 | val_loss: 0.0311653 | Time: 5422.47 ms [2021-09-27 20:56:22 main:574] : INFO : Epoch 1712 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 5373.03 ms [2021-09-27 20:56:28 main:574] : INFO : Epoch 1713 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 5834.62 ms [2021-09-27 20:56:34 main:574] : INFO : Epoch 1714 | loss: 0.031159 | val_loss: 0.031166 | Time: 5544.74 ms [2021-09-27 20:56:40 main:574] : INFO : Epoch 1715 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 5716.65 ms [2021-09-27 20:56:45 main:574] : INFO : Epoch 1716 | loss: 0.0311621 | val_loss: 0.0311639 | Time: 5426.36 ms [2021-09-27 20:56:51 main:574] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.031167 | Time: 5581.25 ms [2021-09-27 20:56:56 main:574] : INFO : Epoch 1718 | loss: 0.031164 | val_loss: 0.0311658 | Time: 5349.73 ms [2021-09-27 20:57:01 main:574] : INFO : Epoch 1719 | loss: 0.0311632 | val_loss: 0.031166 | Time: 5354.71 ms [2021-09-27 20:57:07 main:574] : INFO : Epoch 1720 | loss: 0.0311597 | val_loss: 0.0311647 | Time: 5361.4 ms [2021-09-27 20:57:12 main:574] : INFO : Epoch 1721 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 5295.48 ms [2021-09-27 20:57:17 main:574] : INFO : Epoch 1722 | loss: 0.0311576 | val_loss: 0.0311661 | Time: 5483.06 ms [2021-09-27 20:57:23 main:574] : INFO : Epoch 1723 | loss: 0.031158 | val_loss: 0.0311639 | Time: 5578.65 ms [2021-09-27 20:57:28 main:574] : INFO : Epoch 1724 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 5300.13 ms [2021-09-27 20:57:34 main:574] : INFO : Epoch 1725 | loss: 0.0311566 | val_loss: 0.0311692 | Time: 5418.03 ms [2021-09-27 20:57:39 main:574] : INFO : Epoch 1726 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 5308.19 ms [2021-09-27 20:57:44 main:574] : INFO : Epoch 1727 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 5389.18 ms [2021-09-27 20:57:50 main:574] : INFO : Epoch 1728 | loss: 0.0311549 | val_loss: 0.031166 | Time: 5495.94 ms [2021-09-27 20:57:55 main:574] : INFO : Epoch 1729 | loss: 0.0311564 | val_loss: 0.0311657 | Time: 5547.81 ms [2021-09-27 20:58:01 main:574] : INFO : Epoch 1730 | loss: 0.0311546 | val_loss: 0.0311639 | Time: 5708.22 ms [2021-09-27 20:58:07 main:574] : INFO : Epoch 1731 | loss: 0.0311541 | val_loss: 0.0311649 | Time: 5409.56 ms [2021-09-27 20:58:12 main:574] : INFO : Epoch 1732 | loss: 0.0311541 | val_loss: 0.0311653 | Time: 5606.57 ms [2021-09-27 20:58:18 main:574] : INFO : Epoch 1733 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 5845.03 ms [2021-09-27 20:58:24 main:574] : INFO : Epoch 1734 | loss: 0.0311612 | val_loss: 0.031166 | Time: 5427.83 ms [2021-09-27 20:58:29 main:574] : INFO : Epoch 1735 | loss: 0.0311597 | val_loss: 0.031168 | Time: 5823.09 ms [2021-09-27 20:58:35 main:574] : INFO : Epoch 1736 | loss: 0.0311579 | val_loss: 0.0311644 | Time: 5575.34 ms [2021-09-27 20:58:40 main:574] : INFO : Epoch 1737 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 5538.92 ms [2021-09-27 20:58:46 main:574] : INFO : Epoch 1738 | loss: 0.03116 | val_loss: 0.0311798 | Time: 5732.61 ms [2021-09-27 20:58:52 main:574] : INFO : Epoch 1739 | loss: 0.0311602 | val_loss: 0.0311639 | Time: 5584.01 ms [2021-09-27 20:58:57 main:574] : INFO : Epoch 1740 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 5350.64 ms [2021-09-27 20:59:02 main:574] : INFO : Epoch 1741 | loss: 0.031156 | val_loss: 0.0311648 | Time: 5271.55 ms [2021-09-27 20:59:08 main:574] : INFO : Epoch 1742 | loss: 0.0311579 | val_loss: 0.0311643 | Time: 5421.56 ms [2021-09-27 20:59:13 main:574] : INFO : Epoch 1743 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 5483.12 ms [2021-09-27 20:59:19 main:574] : INFO : Epoch 1744 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 5319.85 ms [2021-09-27 20:59:24 main:574] : INFO : Epoch 1745 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 5463.97 ms [2021-09-27 20:59:30 main:574] : INFO : Epoch 1746 | loss: 0.0311525 | val_loss: 0.0311677 | Time: 5915.47 ms [2021-09-27 20:59:35 main:574] : INFO : Epoch 1747 | loss: 0.0311529 | val_loss: 0.031164 | Time: 5310.22 ms [2021-09-27 20:59:41 main:574] : INFO : Epoch 1748 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 5426.66 ms [2021-09-27 20:59:46 main:574] : INFO : Epoch 1749 | loss: 0.0311507 | val_loss: 0.0311654 | Time: 5393.33 ms [2021-09-27 20:59:52 main:574] : INFO : Epoch 1750 | loss: 0.0311498 | val_loss: 0.0311667 | Time: 5513.13 ms [2021-09-27 20:59:57 main:574] : INFO : Epoch 1751 | loss: 0.0311533 | val_loss: 0.0311639 | Time: 5662.51 ms [2021-09-27 21:00:03 main:574] : INFO : Epoch 1752 | loss: 0.0311532 | val_loss: 0.0311677 | Time: 5623.84 ms [2021-09-27 21:00:08 main:574] : INFO : Epoch 1753 | loss: 0.0311574 | val_loss: 0.0311662 | Time: 5407.64 ms [2021-09-27 21:00:14 main:574] : INFO : Epoch 1754 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 5512.67 ms [2021-09-27 21:00:20 main:574] : INFO : Epoch 1755 | loss: 0.0311555 | val_loss: 0.0311647 | Time: 5695.4 ms [2021-09-27 21:00:25 main:574] : INFO : Epoch 1756 | loss: 0.0311548 | val_loss: 0.0311682 | Time: 5545.98 ms [2021-09-27 21:00:31 main:574] : INFO : Epoch 1757 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 5449.74 ms [2021-09-27 21:00:36 main:574] : INFO : Epoch 1758 | loss: 0.0311548 | val_loss: 0.0311648 | Time: 5456.71 ms [2021-09-27 21:00:41 main:574] : INFO : Epoch 1759 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 5289.57 ms [2021-09-27 21:00:47 main:574] : INFO : Epoch 1760 | loss: 0.031153 | val_loss: 0.0311648 | Time: 5795.84 ms [2021-09-27 21:00:52 main:574] : INFO : Epoch 1761 | loss: 0.0311557 | val_loss: 0.031175 | Time: 5312.84 ms [2021-09-27 21:00:58 main:574] : INFO : Epoch 1762 | loss: 0.0311547 | val_loss: 0.0311656 | Time: 5492.85 ms [2021-09-27 21:01:03 main:574] : INFO : Epoch 1763 | loss: 0.0311528 | val_loss: 0.0311636 | Time: 5371.03 ms [2021-09-27 21:01:09 main:574] : INFO : Epoch 1764 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 5280.55 ms [2021-09-27 21:01:14 main:574] : INFO : Epoch 1765 | loss: 0.0311564 | val_loss: 0.0311638 | Time: 5697.56 ms [2021-09-27 21:01:20 main:574] : INFO : Epoch 1766 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 5306.09 ms [2021-09-27 21:01:25 main:574] : INFO : Epoch 1767 | loss: 0.0311541 | val_loss: 0.0311668 | Time: 5470.94 ms [2021-09-27 21:01:31 main:574] : INFO : Epoch 1768 | loss: 0.031157 | val_loss: 0.0311645 | Time: 5499.93 ms [2021-09-27 21:01:36 main:574] : INFO : Epoch 1769 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 5446.2 ms [2021-09-27 21:01:42 main:574] : INFO : Epoch 1770 | loss: 0.0311528 | val_loss: 0.0311634 | Time: 5564.17 ms [2021-09-27 21:01:47 main:574] : INFO : Epoch 1771 | loss: 0.0311534 | val_loss: 0.0311639 | Time: 5330.72 ms [2021-09-27 21:01:53 main:574] : INFO : Epoch 1772 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 5684.39 ms [2021-09-27 21:01:58 main:574] : INFO : Epoch 1773 | loss: 0.0311513 | val_loss: 0.0311645 | Time: 5454.87 ms [2021-09-27 21:02:04 main:574] : INFO : Epoch 1774 | loss: 0.0311531 | val_loss: 0.0311728 | Time: 5646.12 ms [2021-09-27 21:02:09 main:574] : INFO : Epoch 1775 | loss: 0.0311612 | val_loss: 0.0311639 | Time: 5285.13 ms [2021-09-27 21:02:14 main:574] : INFO : Epoch 1776 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 5306.02 ms [2021-09-27 21:02:20 main:574] : INFO : Epoch 1777 | loss: 0.0311507 | val_loss: 0.0311625 | Time: 5344.6 ms [2021-09-27 21:02:25 main:574] : INFO : Epoch 1778 | loss: 0.03115 | val_loss: 0.0311627 | Time: 5317.57 ms [2021-09-27 21:02:30 main:574] : INFO : Epoch 1779 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 5288.07 ms [2021-09-27 21:02:36 main:574] : INFO : Epoch 1780 | loss: 0.0311494 | val_loss: 0.0311599 | Time: 5314.39 ms [2021-09-27 21:02:41 main:574] : INFO : Epoch 1781 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 5459 ms [2021-09-27 21:02:46 main:574] : INFO : Epoch 1782 | loss: 0.0311535 | val_loss: 0.0311638 | Time: 5300.39 ms [2021-09-27 21:02:52 main:574] : INFO : Epoch 1783 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 5455.23 ms [2021-09-27 21:02:58 main:574] : INFO : Epoch 1784 | loss: 0.0311539 | val_loss: 0.0311642 | Time: 5667 ms [2021-09-27 21:03:03 main:574] : INFO : Epoch 1785 | loss: 0.0311534 | val_loss: 0.0311646 | Time: 5653.85 ms [2021-09-27 21:03:09 main:574] : INFO : Epoch 1786 | loss: 0.0311511 | val_loss: 0.0311649 | Time: 5293.38 ms [2021-09-27 21:03:14 main:574] : INFO : Epoch 1787 | loss: 0.0311535 | val_loss: 0.0311617 | Time: 5417.04 ms [2021-09-27 21:03:20 main:574] : INFO : Epoch 1788 | loss: 0.0311571 | val_loss: 0.0311652 | Time: 5769.26 ms [2021-09-27 21:03:25 main:574] : INFO : Epoch 1789 | loss: 0.0311548 | val_loss: 0.0311614 | Time: 5389.44 ms [2021-09-27 21:03:31 main:574] : INFO : Epoch 1790 | loss: 0.0311525 | val_loss: 0.031161 | Time: 5503.01 ms [2021-09-27 21:03:36 main:574] : INFO : Epoch 1791 | loss: 0.031155 | val_loss: 0.0311642 | Time: 5204.92 ms [2021-09-27 21:03:41 main:574] : INFO : Epoch 1792 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 5422.91 ms [2021-09-27 21:03:47 main:574] : INFO : Epoch 1793 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 5496.73 ms [2021-09-27 21:03:52 main:574] : INFO : Epoch 1794 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 5347.66 ms [2021-09-27 21:03:58 main:574] : INFO : Epoch 1795 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 5488.25 ms [2021-09-27 21:04:03 main:574] : INFO : Epoch 1796 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 5392.44 ms [2021-09-27 21:04:08 main:574] : INFO : Epoch 1797 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 5487 ms [2021-09-27 21:04:14 main:574] : INFO : Epoch 1798 | loss: 0.0311489 | val_loss: 0.0311625 | Time: 5587.76 ms [2021-09-27 21:04:19 main:574] : INFO : Epoch 1799 | loss: 0.0311492 | val_loss: 0.0311628 | Time: 5426.6 ms [2021-09-27 21:04:25 main:574] : INFO : Epoch 1800 | loss: 0.0311508 | val_loss: 0.0311661 | Time: 5466.88 ms [2021-09-27 21:04:30 main:574] : INFO : Epoch 1801 | loss: 0.0311483 | val_loss: 0.0311618 | Time: 5399.36 ms [2021-09-27 21:04:36 main:574] : INFO : Epoch 1802 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 5252.54 ms [2021-09-27 21:04:41 main:574] : INFO : Epoch 1803 | loss: 0.0311495 | val_loss: 0.0311765 | Time: 5725.56 ms [2021-09-27 21:04:47 main:574] : INFO : Epoch 1804 | loss: 0.0311513 | val_loss: 0.0311629 | Time: 5540.57 ms [2021-09-27 21:04:52 main:574] : INFO : Epoch 1805 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 5515.45 ms [2021-09-27 21:04:58 main:574] : INFO : Epoch 1806 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 5355.29 ms [2021-09-27 21:05:03 main:574] : INFO : Epoch 1807 | loss: 0.0311478 | val_loss: 0.0311668 | Time: 5351.31 ms [2021-09-27 21:05:09 main:574] : INFO : Epoch 1808 | loss: 0.0311489 | val_loss: 0.0311627 | Time: 5998.33 ms [2021-09-27 21:05:15 main:574] : INFO : Epoch 1809 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 5512.55 ms [2021-09-27 21:05:20 main:574] : INFO : Epoch 1810 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 5546.58 ms [2021-09-27 21:05:26 main:574] : INFO : Epoch 1811 | loss: 0.0311503 | val_loss: 0.0311633 | Time: 5389.52 ms [2021-09-27 21:05:31 main:574] : INFO : Epoch 1812 | loss: 0.0311514 | val_loss: 0.0311624 | Time: 5487.51 ms [2021-09-27 21:05:37 main:574] : INFO : Epoch 1813 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 5495.24 ms [2021-09-27 21:05:42 main:574] : INFO : Epoch 1814 | loss: 0.0311564 | val_loss: 0.0311627 | Time: 5323.36 ms [2021-09-27 21:05:47 main:574] : INFO : Epoch 1815 | loss: 0.0311509 | val_loss: 0.0311593 | Time: 5348.5 ms [2021-09-27 21:05:53 main:574] : INFO : Epoch 1816 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 5447.7 ms [2021-09-27 21:05:58 main:574] : INFO : Epoch 1817 | loss: 0.0311494 | val_loss: 0.0311605 | Time: 5327.54 ms [2021-09-27 21:06:03 main:574] : INFO : Epoch 1818 | loss: 0.0311499 | val_loss: 0.0311604 | Time: 5413.39 ms [2021-09-27 21:06:09 main:574] : INFO : Epoch 1819 | loss: 0.0311492 | val_loss: 0.0311616 | Time: 5521.05 ms [2021-09-27 21:06:14 main:574] : INFO : Epoch 1820 | loss: 0.0311471 | val_loss: 0.0311638 | Time: 5291.43 ms [2021-09-27 21:06:20 main:574] : INFO : Epoch 1821 | loss: 0.0311479 | val_loss: 0.0311632 | Time: 5462.73 ms [2021-09-27 21:06:25 main:574] : INFO : Epoch 1822 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 5469.49 ms [2021-09-27 21:06:31 main:574] : INFO : Epoch 1823 | loss: 0.0311581 | val_loss: 0.0311611 | Time: 5387.36 ms [2021-09-27 21:06:36 main:574] : INFO : Epoch 1824 | loss: 0.0311477 | val_loss: 0.0311656 | Time: 5308.81 ms [2021-09-27 21:06:41 main:574] : INFO : Epoch 1825 | loss: 0.0311462 | val_loss: 0.0311598 | Time: 5454.47 ms [2021-09-27 21:06:47 main:574] : INFO : Epoch 1826 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 5428.29 ms [2021-09-27 21:06:52 main:574] : INFO : Epoch 1827 | loss: 0.031149 | val_loss: 0.0311643 | Time: 5427.11 ms [2021-09-27 21:06:58 main:574] : INFO : Epoch 1828 | loss: 0.031146 | val_loss: 0.0311623 | Time: 5465.95 ms [2021-09-27 21:07:03 main:574] : INFO : Epoch 1829 | loss: 0.0311459 | val_loss: 0.0311635 | Time: 5227.34 ms [2021-09-27 21:07:08 main:574] : INFO : Epoch 1830 | loss: 0.0311431 | val_loss: 0.0311606 | Time: 5327.37 ms [2021-09-27 21:07:14 main:574] : INFO : Epoch 1831 | loss: 0.0311434 | val_loss: 0.0311631 | Time: 5702.42 ms [2021-09-27 21:07:19 main:574] : INFO : Epoch 1832 | loss: 0.031147 | val_loss: 0.0311624 | Time: 5481.1 ms [2021-09-27 21:07:25 main:574] : INFO : Epoch 1833 | loss: 0.0311482 | val_loss: 0.031164 | Time: 5434.22 ms [2021-09-27 21:07:30 main:574] : INFO : Epoch 1834 | loss: 0.0311476 | val_loss: 0.0311639 | Time: 5374.61 ms [2021-09-27 21:07:36 main:574] : INFO : Epoch 1835 | loss: 0.0311457 | val_loss: 0.0311642 | Time: 5634.44 ms [2021-09-27 21:07:41 main:574] : INFO : Epoch 1836 | loss: 0.0311476 | val_loss: 0.0311669 | Time: 5495.28 ms [2021-09-27 21:07:47 main:574] : INFO : Epoch 1837 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 5427.97 ms [2021-09-27 21:07:52 main:574] : INFO : Epoch 1838 | loss: 0.0311491 | val_loss: 0.0311746 | Time: 5460.67 ms [2021-09-27 21:07:58 main:574] : INFO : Epoch 1839 | loss: 0.0311504 | val_loss: 0.0311646 | Time: 5454.19 ms [2021-09-27 21:08:03 main:574] : INFO : Epoch 1840 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 5346.15 ms [2021-09-27 21:08:09 main:574] : INFO : Epoch 1841 | loss: 0.0311474 | val_loss: 0.0311731 | Time: 5471.72 ms [2021-09-27 21:08:14 main:574] : INFO : Epoch 1842 | loss: 0.0311465 | val_loss: 0.0311687 | Time: 5485.53 ms [2021-09-27 21:08:20 main:574] : INFO : Epoch 1843 | loss: 0.0311455 | val_loss: 0.0311683 | Time: 5525.88 ms [2021-09-27 21:08:25 main:574] : INFO : Epoch 1844 | loss: 0.0311489 | val_loss: 0.0311646 | Time: 5317.8 ms [2021-09-27 21:08:31 main:574] : INFO : Epoch 1845 | loss: 0.0311471 | val_loss: 0.0311628 | Time: 5574.4 ms [2021-09-27 21:08:36 main:574] : INFO : Epoch 1846 | loss: 0.0311475 | val_loss: 0.0311689 | Time: 5596.9 ms [2021-09-27 21:08:41 main:574] : INFO : Epoch 1847 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 5300.06 ms [2021-09-27 21:08:47 main:574] : INFO : Epoch 1848 | loss: 0.0311462 | val_loss: 0.0311673 | Time: 5788.73 ms [2021-09-27 21:08:53 main:574] : INFO : Epoch 1849 | loss: 0.0311511 | val_loss: 0.0311721 | Time: 5521.18 ms [2021-09-27 21:08:58 main:574] : INFO : Epoch 1850 | loss: 0.031151 | val_loss: 0.0311695 | Time: 5637.65 ms [2021-09-27 21:09:04 main:574] : INFO : Epoch 1851 | loss: 0.031147 | val_loss: 0.0311658 | Time: 5616.33 ms [2021-09-27 21:09:09 main:574] : INFO : Epoch 1852 | loss: 0.0311464 | val_loss: 0.0311697 | Time: 5449.71 ms [2021-09-27 21:09:15 main:574] : INFO : Epoch 1853 | loss: 0.0311492 | val_loss: 0.0311698 | Time: 5166.19 ms [2021-09-27 21:09:20 main:574] : INFO : Epoch 1854 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 5316.02 ms [2021-09-27 21:09:25 main:574] : INFO : Epoch 1855 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 5488.46 ms [2021-09-27 21:09:31 main:574] : INFO : Epoch 1856 | loss: 0.0311497 | val_loss: 0.0311701 | Time: 5339.7 ms [2021-09-27 21:09:36 main:574] : INFO : Epoch 1857 | loss: 0.0311504 | val_loss: 0.0311703 | Time: 5420.38 ms [2021-09-27 21:09:42 main:574] : INFO : Epoch 1858 | loss: 0.0311511 | val_loss: 0.0311709 | Time: 5366.08 ms [2021-09-27 21:09:47 main:574] : INFO : Epoch 1859 | loss: 0.0311496 | val_loss: 0.0311673 | Time: 5390.68 ms [2021-09-27 21:09:53 main:574] : INFO : Epoch 1860 | loss: 0.0311497 | val_loss: 0.0311668 | Time: 5567.95 ms [2021-09-27 21:09:58 main:574] : INFO : Epoch 1861 | loss: 0.0311504 | val_loss: 0.0311717 | Time: 5338.31 ms [2021-09-27 21:10:03 main:574] : INFO : Epoch 1862 | loss: 0.0311542 | val_loss: 0.0311636 | Time: 5331.37 ms [2021-09-27 21:10:09 main:574] : INFO : Epoch 1863 | loss: 0.0311542 | val_loss: 0.031164 | Time: 5313.78 ms [2021-09-27 21:10:14 main:574] : INFO : Epoch 1864 | loss: 0.0311575 | val_loss: 0.0311638 | Time: 5525.44 ms [2021-09-27 21:10:20 main:574] : INFO : Epoch 1865 | loss: 0.0311587 | val_loss: 0.0311635 | Time: 5539.73 ms [2021-09-27 21:10:25 main:574] : INFO : Epoch 1866 | loss: 0.0311566 | val_loss: 0.0311655 | Time: 5378.4 ms [2021-09-27 21:10:30 main:574] : INFO : Epoch 1867 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 5374.11 ms [2021-09-27 21:10:36 main:574] : INFO : Epoch 1868 | loss: 0.0311623 | val_loss: 0.0311639 | Time: 5491.68 ms [2021-09-27 21:10:41 main:574] : INFO : Epoch 1869 | loss: 0.0311551 | val_loss: 0.0311629 | Time: 5550.34 ms [2021-09-27 21:10:47 main:574] : INFO : Epoch 1870 | loss: 0.0311551 | val_loss: 0.0311688 | Time: 5491.02 ms [2021-09-27 21:10:52 main:574] : INFO : Epoch 1871 | loss: 0.0311574 | val_loss: 0.0311626 | Time: 5341.27 ms [2021-09-27 21:10:58 main:574] : INFO : Epoch 1872 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 5473.65 ms [2021-09-27 21:11:03 main:574] : INFO : Epoch 1873 | loss: 0.0311521 | val_loss: 0.0311627 | Time: 5363.07 ms [2021-09-27 21:11:09 main:574] : INFO : Epoch 1874 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 5481.14 ms [2021-09-27 21:11:14 main:574] : INFO : Epoch 1875 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 5447.94 ms [2021-09-27 21:11:20 main:574] : INFO : Epoch 1876 | loss: 0.0311521 | val_loss: 0.031165 | Time: 5451.1 ms [2021-09-27 21:11:25 main:574] : INFO : Epoch 1877 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 5393.6 ms [2021-09-27 21:11:30 main:574] : INFO : Epoch 1878 | loss: 0.0311527 | val_loss: 0.0311633 | Time: 5340.85 ms [2021-09-27 21:11:36 main:574] : INFO : Epoch 1879 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 5513.12 ms [2021-09-27 21:11:41 main:574] : INFO : Epoch 1880 | loss: 0.0311505 | val_loss: 0.0311641 | Time: 5392.92 ms [2021-09-27 21:11:46 main:574] : INFO : Epoch 1881 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 5225.09 ms [2021-09-27 21:11:52 main:574] : INFO : Epoch 1882 | loss: 0.0311583 | val_loss: 0.0311746 | Time: 5437.96 ms [2021-09-27 21:11:57 main:574] : INFO : Epoch 1883 | loss: 0.0311553 | val_loss: 0.0311662 | Time: 5327.96 ms [2021-09-27 21:12:03 main:574] : INFO : Epoch 1884 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 5793.6 ms [2021-09-27 21:12:08 main:574] : INFO : Epoch 1885 | loss: 0.031152 | val_loss: 0.0311638 | Time: 5406.73 ms [2021-09-27 21:12:14 main:574] : INFO : Epoch 1886 | loss: 0.0311526 | val_loss: 0.0311613 | Time: 5570.1 ms [2021-09-27 21:12:19 main:574] : INFO : Epoch 1887 | loss: 0.0311584 | val_loss: 0.0311704 | Time: 5357.95 ms [2021-09-27 21:12:25 main:574] : INFO : Epoch 1888 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 5420.84 ms [2021-09-27 21:12:30 main:574] : INFO : Epoch 1889 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 5446.29 ms [2021-09-27 21:12:36 main:574] : INFO : Epoch 1890 | loss: 0.031168 | val_loss: 0.0311757 | Time: 5535.83 ms [2021-09-27 21:12:41 main:574] : INFO : Epoch 1891 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 5332.67 ms [2021-09-27 21:12:46 main:574] : INFO : Epoch 1892 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 5306.62 ms [2021-09-27 21:12:52 main:574] : INFO : Epoch 1893 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 5443.85 ms [2021-09-27 21:12:57 main:574] : INFO : Epoch 1894 | loss: 0.0311645 | val_loss: 0.0311727 | Time: 5431.97 ms [2021-09-27 21:13:03 main:574] : INFO : Epoch 1895 | loss: 0.0311633 | val_loss: 0.031176 | Time: 5411.86 ms [2021-09-27 21:13:08 main:574] : INFO : Epoch 1896 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 5380.25 ms [2021-09-27 21:13:13 main:574] : INFO : Epoch 1897 | loss: 0.0311639 | val_loss: 0.0311731 | Time: 5340.42 ms [2021-09-27 21:13:19 main:574] : INFO : Epoch 1898 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 5519.12 ms [2021-09-27 21:13:24 main:574] : INFO : Epoch 1899 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 5421.3 ms [2021-09-27 21:13:30 main:574] : INFO : Epoch 1900 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 5381.79 ms [2021-09-27 21:13:35 main:574] : INFO : Epoch 1901 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 5437.42 ms [2021-09-27 21:13:41 main:574] : INFO : Epoch 1902 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 5549.26 ms [2021-09-27 21:13:46 main:574] : INFO : Epoch 1903 | loss: 0.0311597 | val_loss: 0.03117 | Time: 5410.72 ms [2021-09-27 21:13:52 main:574] : INFO : Epoch 1904 | loss: 0.0311598 | val_loss: 0.031168 | Time: 5546.62 ms [2021-09-27 21:13:57 main:574] : INFO : Epoch 1905 | loss: 0.031159 | val_loss: 0.0311663 | Time: 5561.52 ms [2021-09-27 21:14:03 main:574] : INFO : Epoch 1906 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 5598.52 ms [2021-09-27 21:14:08 main:574] : INFO : Epoch 1907 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 5604.19 ms [2021-09-27 21:14:14 main:574] : INFO : Epoch 1908 | loss: 0.0311559 | val_loss: 0.0311647 | Time: 5576.99 ms [2021-09-27 21:14:20 main:574] : INFO : Epoch 1909 | loss: 0.0311547 | val_loss: 0.0311675 | Time: 5533.71 ms [2021-09-27 21:14:25 main:574] : INFO : Epoch 1910 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 5510.84 ms [2021-09-27 21:14:31 main:574] : INFO : Epoch 1911 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 5664.53 ms [2021-09-27 21:14:36 main:574] : INFO : Epoch 1912 | loss: 0.0311548 | val_loss: 0.0311662 | Time: 5640.53 ms [2021-09-27 21:14:42 main:574] : INFO : Epoch 1913 | loss: 0.0311531 | val_loss: 0.0311671 | Time: 5359.7 ms [2021-09-27 21:14:47 main:574] : INFO : Epoch 1914 | loss: 0.0311534 | val_loss: 0.031166 | Time: 5253.52 ms [2021-09-27 21:14:53 main:574] : INFO : Epoch 1915 | loss: 0.0311538 | val_loss: 0.031172 | Time: 5514.49 ms [2021-09-27 21:14:58 main:574] : INFO : Epoch 1916 | loss: 0.031155 | val_loss: 0.0311682 | Time: 5472.39 ms [2021-09-27 21:15:04 main:574] : INFO : Epoch 1917 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 5667.9 ms [2021-09-27 21:15:09 main:574] : INFO : Epoch 1918 | loss: 0.0311518 | val_loss: 0.0311706 | Time: 5655.82 ms [2021-09-27 21:15:15 main:574] : INFO : Epoch 1919 | loss: 0.0311516 | val_loss: 0.0311671 | Time: 5448.49 ms [2021-09-27 21:15:20 main:574] : INFO : Epoch 1920 | loss: 0.031151 | val_loss: 0.0311673 | Time: 5430.03 ms [2021-09-27 21:15:26 main:574] : INFO : Epoch 1921 | loss: 0.0311502 | val_loss: 0.0311697 | Time: 5453.09 ms [2021-09-27 21:15:31 main:574] : INFO : Epoch 1922 | loss: 0.0311508 | val_loss: 0.0311666 | Time: 5398.04 ms [2021-09-27 21:15:36 main:574] : INFO : Epoch 1923 | loss: 0.0311515 | val_loss: 0.0311679 | Time: 5368.24 ms [2021-09-27 21:15:42 main:574] : INFO : Epoch 1924 | loss: 0.0311522 | val_loss: 0.0311672 | Time: 5348.14 ms [2021-09-27 21:15:47 main:574] : INFO : Epoch 1925 | loss: 0.0311524 | val_loss: 0.0311723 | Time: 5307.51 ms [2021-09-27 21:15:53 main:574] : INFO : Epoch 1926 | loss: 0.0311527 | val_loss: 0.0311661 | Time: 5622.34 ms [2021-09-27 21:15:58 main:574] : INFO : Epoch 1927 | loss: 0.0311534 | val_loss: 0.0311703 | Time: 5515.85 ms [2021-09-27 21:16:04 main:574] : INFO : Epoch 1928 | loss: 0.0311528 | val_loss: 0.0311712 | Time: 5407.45 ms [2021-09-27 21:16:09 main:574] : INFO : Epoch 1929 | loss: 0.0311522 | val_loss: 0.0311695 | Time: 5594.11 ms [2021-09-27 21:16:15 main:574] : INFO : Epoch 1930 | loss: 0.0311526 | val_loss: 0.031169 | Time: 5659.96 ms [2021-09-27 21:16:20 main:574] : INFO : Epoch 1931 | loss: 0.0311536 | val_loss: 0.0311654 | Time: 5369.62 ms [2021-09-27 21:16:26 main:574] : INFO : Epoch 1932 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 5335.68 ms [2021-09-27 21:16:31 main:574] : INFO : Epoch 1933 | loss: 0.0311531 | val_loss: 0.0311658 | Time: 5367.9 ms [2021-09-27 21:16:36 main:574] : INFO : Epoch 1934 | loss: 0.031152 | val_loss: 0.0311676 | Time: 5375.63 ms [2021-09-27 21:16:42 main:574] : INFO : Epoch 1935 | loss: 0.0311491 | val_loss: 0.0311629 | Time: 5404.58 ms [2021-09-27 21:16:47 main:574] : INFO : Epoch 1936 | loss: 0.0311507 | val_loss: 0.0311708 | Time: 5437.38 ms [2021-09-27 21:16:53 main:574] : INFO : Epoch 1937 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 5276.48 ms [2021-09-27 21:16:58 main:574] : INFO : Epoch 1938 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 5297.85 ms [2021-09-27 21:17:03 main:574] : INFO : Epoch 1939 | loss: 0.031148 | val_loss: 0.031163 | Time: 5266.71 ms [2021-09-27 21:17:09 main:574] : INFO : Epoch 1940 | loss: 0.0311492 | val_loss: 0.03117 | Time: 5728.07 ms [2021-09-27 21:17:15 main:574] : INFO : Epoch 1941 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 5888.51 ms [2021-09-27 21:17:20 main:574] : INFO : Epoch 1942 | loss: 0.0311461 | val_loss: 0.0311662 | Time: 5442.23 ms [2021-09-27 21:17:26 main:574] : INFO : Epoch 1943 | loss: 0.0311481 | val_loss: 0.0311676 | Time: 5430.9 ms [2021-09-27 21:17:31 main:574] : INFO : Epoch 1944 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 5336.7 ms [2021-09-27 21:17:36 main:574] : INFO : Epoch 1945 | loss: 0.0311491 | val_loss: 0.0311709 | Time: 5346.04 ms [2021-09-27 21:17:42 main:574] : INFO : Epoch 1946 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 5650.65 ms [2021-09-27 21:17:47 main:574] : INFO : Epoch 1947 | loss: 0.0311477 | val_loss: 0.031165 | Time: 5267.79 ms [2021-09-27 21:17:53 main:574] : INFO : Epoch 1948 | loss: 0.0311478 | val_loss: 0.0311656 | Time: 5565.8 ms [2021-09-27 21:17:59 main:574] : INFO : Epoch 1949 | loss: 0.0311482 | val_loss: 0.0311666 | Time: 5659.62 ms [2021-09-27 21:18:04 main:574] : INFO : Epoch 1950 | loss: 0.0311477 | val_loss: 0.031163 | Time: 5703.72 ms [2021-09-27 21:18:10 main:574] : INFO : Epoch 1951 | loss: 0.0311462 | val_loss: 0.0311645 | Time: 5249.07 ms [2021-09-27 21:18:15 main:574] : INFO : Epoch 1952 | loss: 0.0311493 | val_loss: 0.0311677 | Time: 5342.57 ms [2021-09-27 21:18:20 main:574] : INFO : Epoch 1953 | loss: 0.0311505 | val_loss: 0.031168 | Time: 5457.27 ms [2021-09-27 21:18:26 main:574] : INFO : Epoch 1954 | loss: 0.0311523 | val_loss: 0.0311652 | Time: 5374.12 ms [2021-09-27 21:18:31 main:574] : INFO : Epoch 1955 | loss: 0.0311517 | val_loss: 0.0311642 | Time: 5395.76 ms [2021-09-27 21:18:37 main:574] : INFO : Epoch 1956 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 5546.1 ms [2021-09-27 21:18:42 main:574] : INFO : Epoch 1957 | loss: 0.0311491 | val_loss: 0.0311664 | Time: 5398.83 ms [2021-09-27 21:18:47 main:574] : INFO : Epoch 1958 | loss: 0.0311496 | val_loss: 0.0311744 | Time: 5388.23 ms [2021-09-27 21:18:53 main:574] : INFO : Epoch 1959 | loss: 0.031153 | val_loss: 0.0311676 | Time: 5240.29 ms [2021-09-27 21:18:58 main:574] : INFO : Epoch 1960 | loss: 0.0311521 | val_loss: 0.0311706 | Time: 5734.26 ms [2021-09-27 21:19:04 main:574] : INFO : Epoch 1961 | loss: 0.0311504 | val_loss: 0.0311638 | Time: 5647.98 ms [2021-09-27 21:19:10 main:574] : INFO : Epoch 1962 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 5665.5 ms [2021-09-27 21:19:15 main:574] : INFO : Epoch 1963 | loss: 0.0311541 | val_loss: 0.0311706 | Time: 5469.58 ms [2021-09-27 21:19:21 main:574] : INFO : Epoch 1964 | loss: 0.031153 | val_loss: 0.031169 | Time: 5657.2 ms [2021-09-27 21:19:27 main:574] : INFO : Epoch 1965 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 5632.17 ms [2021-09-27 21:19:32 main:574] : INFO : Epoch 1966 | loss: 0.031148 | val_loss: 0.0311651 | Time: 5474.61 ms [2021-09-27 21:19:37 main:574] : INFO : Epoch 1967 | loss: 0.0311478 | val_loss: 0.0311649 | Time: 5313.51 ms [2021-09-27 21:19:43 main:574] : INFO : Epoch 1968 | loss: 0.0311466 | val_loss: 0.0311644 | Time: 5388.19 ms [2021-09-27 21:19:48 main:574] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.0311652 | Time: 5221.61 ms [2021-09-27 21:19:54 main:574] : INFO : Epoch 1970 | loss: 0.0311474 | val_loss: 0.0311639 | Time: 5617.73 ms [2021-09-27 21:19:59 main:574] : INFO : Epoch 1971 | loss: 0.0311468 | val_loss: 0.0311634 | Time: 5488.91 ms [2021-09-27 21:20:05 main:574] : INFO : Epoch 1972 | loss: 0.031145 | val_loss: 0.0311646 | Time: 5505.72 ms [2021-09-27 21:20:10 main:574] : INFO : Epoch 1973 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 5680.57 ms [2021-09-27 21:20:16 main:574] : INFO : Epoch 1974 | loss: 0.0311473 | val_loss: 0.0311628 | Time: 5486.68 ms [2021-09-27 21:20:21 main:574] : INFO : Epoch 1975 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 5351.68 ms [2021-09-27 21:20:26 main:574] : INFO : Epoch 1976 | loss: 0.0311502 | val_loss: 0.0311684 | Time: 5258.03 ms [2021-09-27 21:20:32 main:574] : INFO : Epoch 1977 | loss: 0.0311488 | val_loss: 0.0311681 | Time: 5308.65 ms [2021-09-27 21:20:37 main:574] : INFO : Epoch 1978 | loss: 0.0311475 | val_loss: 0.0311686 | Time: 5395.38 ms [2021-09-27 21:20:43 main:574] : INFO : Epoch 1979 | loss: 0.0311478 | val_loss: 0.0311683 | Time: 5548.43 ms [2021-09-27 21:20:48 main:574] : INFO : Epoch 1980 | loss: 0.0311498 | val_loss: 0.0311712 | Time: 5369.39 ms [2021-09-27 21:20:53 main:574] : INFO : Epoch 1981 | loss: 0.0311477 | val_loss: 0.0311648 | Time: 5275.43 ms [2021-09-27 21:20:59 main:574] : INFO : Epoch 1982 | loss: 0.0311461 | val_loss: 0.0311685 | Time: 5603.93 ms [2021-09-27 21:21:05 main:574] : INFO : Epoch 1983 | loss: 0.0311454 | val_loss: 0.0311707 | Time: 5642.43 ms [2021-09-27 21:21:10 main:574] : INFO : Epoch 1984 | loss: 0.0311455 | val_loss: 0.0311674 | Time: 5577.11 ms [2021-09-27 21:21:15 main:574] : INFO : Epoch 1985 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 5362.87 ms [2021-09-27 21:21:21 main:574] : INFO : Epoch 1986 | loss: 0.0311473 | val_loss: 0.0311694 | Time: 5206.67 ms [2021-09-27 21:21:26 main:574] : INFO : Epoch 1987 | loss: 0.0311458 | val_loss: 0.031167 | Time: 5651.22 ms [2021-09-27 21:21:32 main:574] : INFO : Epoch 1988 | loss: 0.0311451 | val_loss: 0.0311668 | Time: 5679.73 ms [2021-09-27 21:21:38 main:574] : INFO : Epoch 1989 | loss: 0.0311456 | val_loss: 0.0311688 | Time: 5491.12 ms [2021-09-27 21:21:43 main:574] : INFO : Epoch 1990 | loss: 0.0311458 | val_loss: 0.0311656 | Time: 5614.24 ms [2021-09-27 21:21:48 main:574] : INFO : Epoch 1991 | loss: 0.0311441 | val_loss: 0.031166 | Time: 5338.23 ms [2021-09-27 21:21:54 main:574] : INFO : Epoch 1992 | loss: 0.0311442 | val_loss: 0.0311663 | Time: 5662.23 ms [2021-09-27 21:22:00 main:574] : INFO : Epoch 1993 | loss: 0.0311439 | val_loss: 0.0311637 | Time: 5531.16 ms [2021-09-27 21:22:05 main:574] : INFO : Epoch 1994 | loss: 0.0311449 | val_loss: 0.0311699 | Time: 5473.83 ms [2021-09-27 21:22:11 main:574] : INFO : Epoch 1995 | loss: 0.0311436 | val_loss: 0.031166 | Time: 5428.89 ms [2021-09-27 21:22:16 main:574] : INFO : Epoch 1996 | loss: 0.0311425 | val_loss: 0.0311693 | Time: 5532.85 ms [2021-09-27 21:22:22 main:574] : INFO : Epoch 1997 | loss: 0.0311416 | val_loss: 0.0311686 | Time: 5406.77 ms [2021-09-27 21:22:27 main:574] : INFO : Epoch 1998 | loss: 0.0311427 | val_loss: 0.0311674 | Time: 5454.08 ms [2021-09-27 21:22:32 main:574] : INFO : Epoch 1999 | loss: 0.0311422 | val_loss: 0.0311672 | Time: 5455.24 ms [2021-09-27 21:22:38 main:574] : INFO : Epoch 2000 | loss: 0.0311437 | val_loss: 0.031169 | Time: 5401.09 ms [2021-09-27 21:22:43 main:574] : INFO : Epoch 2001 | loss: 0.0311477 | val_loss: 0.0311814 | Time: 5599.24 ms [2021-09-27 21:22:49 main:574] : INFO : Epoch 2002 | loss: 0.0311469 | val_loss: 0.0311673 | Time: 5682.18 ms [2021-09-27 21:22:55 main:574] : INFO : Epoch 2003 | loss: 0.0311427 | val_loss: 0.0311661 | Time: 5343.33 ms [2021-09-27 21:23:00 main:574] : INFO : Epoch 2004 | loss: 0.0311419 | val_loss: 0.0311712 | Time: 5273.32 ms [2021-09-27 21:23:05 main:574] : INFO : Epoch 2005 | loss: 0.0311432 | val_loss: 0.0311689 | Time: 5529.64 ms [2021-09-27 21:23:11 main:574] : INFO : Epoch 2006 | loss: 0.0311413 | val_loss: 0.0311681 | Time: 5401.29 ms [2021-09-27 21:23:16 main:574] : INFO : Epoch 2007 | loss: 0.0311447 | val_loss: 0.0311678 | Time: 5544.02 ms [2021-09-27 21:23:22 main:574] : INFO : Epoch 2008 | loss: 0.031146 | val_loss: 0.0311684 | Time: 5561.89 ms [2021-09-27 21:23:27 main:574] : INFO : Epoch 2009 | loss: 0.0311455 | val_loss: 0.0311654 | Time: 5270.08 ms [2021-09-27 21:23:32 main:574] : INFO : Epoch 2010 | loss: 0.0311434 | val_loss: 0.0311679 | Time: 5276.22 ms [2021-09-27 21:23:38 main:574] : INFO : Epoch 2011 | loss: 0.0311428 | val_loss: 0.0311682 | Time: 5550.38 ms [2021-09-27 21:23:43 main:574] : INFO : Epoch 2012 | loss: 0.0311429 | val_loss: 0.0311643 | Time: 5330 ms [2021-09-27 21:23:49 main:574] : INFO : Epoch 2013 | loss: 0.0311493 | val_loss: 0.0311743 | Time: 5382 ms [2021-09-27 21:23:54 main:574] : INFO : Epoch 2014 | loss: 0.0311509 | val_loss: 0.0311684 | Time: 5455.41 ms [2021-09-27 21:23:59 main:574] : INFO : Epoch 2015 | loss: 0.0311476 | val_loss: 0.0311681 | Time: 5298.91 ms [2021-09-27 21:24:05 main:574] : INFO : Epoch 2016 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 5505.17 ms [2021-09-27 21:24:10 main:574] : INFO : Epoch 2017 | loss: 0.0311477 | val_loss: 0.0311674 | Time: 5295.73 ms [2021-09-27 21:24:16 main:574] : INFO : Epoch 2018 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 5348.16 ms [2021-09-27 21:24:21 main:574] : INFO : Epoch 2019 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 5588.8 ms [2021-09-27 21:24:27 main:574] : INFO : Epoch 2020 | loss: 0.0311453 | val_loss: 0.031167 | Time: 5565.53 ms [2021-09-27 21:24:32 main:574] : INFO : Epoch 2021 | loss: 0.0311494 | val_loss: 0.0311816 | Time: 5270.45 ms [2021-09-27 21:24:38 main:574] : INFO : Epoch 2022 | loss: 0.0311518 | val_loss: 0.0311704 | Time: 5491.59 ms [2021-09-27 21:24:43 main:574] : INFO : Epoch 2023 | loss: 0.0311465 | val_loss: 0.0311679 | Time: 5583.16 ms [2021-09-27 21:24:49 main:574] : INFO : Epoch 2024 | loss: 0.0311469 | val_loss: 0.0311638 | Time: 5422.24 ms [2021-09-27 21:24:54 main:574] : INFO : Epoch 2025 | loss: 0.0311433 | val_loss: 0.0311671 | Time: 5480.92 ms [2021-09-27 21:24:59 main:574] : INFO : Epoch 2026 | loss: 0.0311427 | val_loss: 0.0311687 | Time: 5367.76 ms [2021-09-27 21:25:05 main:574] : INFO : Epoch 2027 | loss: 0.0311435 | val_loss: 0.0311637 | Time: 5579.16 ms [2021-09-27 21:25:10 main:574] : INFO : Epoch 2028 | loss: 0.0311422 | val_loss: 0.0311692 | Time: 5307.98 ms [2021-09-27 21:25:16 main:574] : INFO : Epoch 2029 | loss: 0.0311421 | val_loss: 0.0311654 | Time: 5356.66 ms [2021-09-27 21:25:21 main:574] : INFO : Epoch 2030 | loss: 0.0311427 | val_loss: 0.0311661 | Time: 5298.05 ms [2021-09-27 21:25:26 main:574] : INFO : Epoch 2031 | loss: 0.0311454 | val_loss: 0.0311711 | Time: 5372.84 ms [2021-09-27 21:25:32 main:574] : INFO : Epoch 2032 | loss: 0.0311448 | val_loss: 0.031168 | Time: 5573.49 ms [2021-09-27 21:25:37 main:574] : INFO : Epoch 2033 | loss: 0.0311424 | val_loss: 0.0311692 | Time: 5511.93 ms [2021-09-27 21:25:43 main:574] : INFO : Epoch 2034 | loss: 0.0311413 | val_loss: 0.03117 | Time: 5399.07 ms [2021-09-27 21:25:49 main:574] : INFO : Epoch 2035 | loss: 0.0311414 | val_loss: 0.0311642 | Time: 5663.14 ms [2021-09-27 21:25:54 main:574] : INFO : Epoch 2036 | loss: 0.0311412 | val_loss: 0.0311678 | Time: 5558.52 ms [2021-09-27 21:26:00 main:574] : INFO : Epoch 2037 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 5477.67 ms [2021-09-27 21:26:05 main:574] : INFO : Epoch 2038 | loss: 0.0311425 | val_loss: 0.0311778 | Time: 5733.04 ms [2021-09-27 21:26:11 main:574] : INFO : Epoch 2039 | loss: 0.0311537 | val_loss: 0.0311829 | Time: 5494.17 ms [2021-09-27 21:26:17 main:574] : INFO : Epoch 2040 | loss: 0.0311483 | val_loss: 0.0311682 | Time: 5706.53 ms [2021-09-27 21:26:22 main:574] : INFO : Epoch 2041 | loss: 0.031142 | val_loss: 0.0311663 | Time: 5432.16 ms [2021-09-27 21:26:28 main:574] : INFO : Epoch 2042 | loss: 0.0311405 | val_loss: 0.0311642 | Time: 5617.5 ms [2021-09-27 21:26:33 main:574] : INFO : Epoch 2043 | loss: 0.0311428 | val_loss: 0.031173 | Time: 5336.05 ms [2021-09-27 21:26:38 main:574] : INFO : Epoch 2044 | loss: 0.0311439 | val_loss: 0.0311681 | Time: 5476.66 ms [2021-09-27 21:26:44 main:574] : INFO : Epoch 2045 | loss: 0.0311438 | val_loss: 0.0311644 | Time: 5427 ms [2021-09-27 21:26:49 main:574] : INFO : Epoch 2046 | loss: 0.0311423 | val_loss: 0.0311648 | Time: 5462.18 ms [2021-09-27 21:26:55 main:574] : INFO : Epoch 2047 | loss: 0.0311419 | val_loss: 0.0311632 | Time: 5270.07 ms [2021-09-27 21:27:00 main:574] : INFO : Epoch 2048 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 5508.18 ms [2021-09-27 21:27:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686 [2021-09-27 21:27:00 main:603] : INFO : Saving end state to config to file [2021-09-27 21:27:00 main:608] : INFO : Success, exiting.. 21:27:00 (3408): 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)