Task 5305454
| Name | ParityMachine-1622600173-2135-2_0 |
| Workunit | 3192815 |
| Created | 6 Jun 2021, 13:56:50 UTC |
| Sent | 13 Jun 2021, 17:51:19 UTC |
| Report deadline | 20 Jun 2021, 17:51:19 UTC |
| Received | 13 Jun 2021, 23:30:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 56 min 12 sec |
| CPU time | 56 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.40 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 1633.26 ms [2021-06-13 19:12:46 main:581] : INFO : Epoch 1539 | loss: 0.031145 | val_loss: 0.0311687 | Time: 1635.97 ms [2021-06-13 19:12:47 main:581] : INFO : Epoch 1540 | loss: 0.0311458 | val_loss: 0.0311684 | Time: 1632.79 ms [2021-06-13 19:12:49 main:581] : INFO : Epoch 1541 | loss: 0.031145 | val_loss: 0.0311701 | Time: 1631.53 ms [2021-06-13 19:12:51 main:581] : INFO : Epoch 1542 | loss: 0.0311447 | val_loss: 0.031172 | Time: 1633.92 ms [2021-06-13 19:12:52 main:581] : INFO : Epoch 1543 | loss: 0.0311451 | val_loss: 0.0311704 | Time: 1637.03 ms [2021-06-13 19:12:54 main:581] : INFO : Epoch 1544 | loss: 0.0311453 | val_loss: 0.031168 | Time: 1633.38 ms [2021-06-13 19:12:55 main:581] : INFO : Epoch 1545 | loss: 0.0311428 | val_loss: 0.0311703 | Time: 1634.09 ms [2021-06-13 19:12:57 main:581] : INFO : Epoch 1546 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 1634.35 ms [2021-06-13 19:12:59 main:581] : INFO : Epoch 1547 | loss: 0.0311417 | val_loss: 0.0311677 | Time: 1637.52 ms [2021-06-13 19:13:00 main:581] : INFO : Epoch 1548 | loss: 0.0311419 | val_loss: 0.0311678 | Time: 1638.85 ms [2021-06-13 19:13:02 main:581] : INFO : Epoch 1549 | loss: 0.0311444 | val_loss: 0.0311755 | Time: 1624.68 ms [2021-06-13 19:13:04 main:581] : INFO : Epoch 1550 | loss: 0.0311528 | val_loss: 0.0311717 | Time: 1613.11 ms [2021-06-13 19:13:05 main:581] : INFO : Epoch 1551 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 1616.76 ms [2021-06-13 19:13:07 main:581] : INFO : Epoch 1552 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1625.43 ms [2021-06-13 19:13:08 main:581] : INFO : Epoch 1553 | loss: 0.0311472 | val_loss: 0.0311685 | Time: 1640.5 ms [2021-06-13 19:13:10 main:581] : INFO : Epoch 1554 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 1638.17 ms [2021-06-13 19:13:12 main:581] : INFO : Epoch 1555 | loss: 0.0311461 | val_loss: 0.0311698 | Time: 1641.63 ms [2021-06-13 19:13:13 main:581] : INFO : Epoch 1556 | loss: 0.0311441 | val_loss: 0.0311692 | Time: 1644.18 ms [2021-06-13 19:13:15 main:581] : INFO : Epoch 1557 | loss: 0.0311427 | val_loss: 0.0311681 | Time: 1638 ms [2021-06-13 19:13:17 main:581] : INFO : Epoch 1558 | loss: 0.0311432 | val_loss: 0.031171 | Time: 1636.42 ms [2021-06-13 19:13:18 main:581] : INFO : Epoch 1559 | loss: 0.0311432 | val_loss: 0.0311708 | Time: 1636.12 ms [2021-06-13 19:13:20 main:581] : INFO : Epoch 1560 | loss: 0.0311445 | val_loss: 0.0311691 | Time: 1639.84 ms [2021-06-13 19:13:22 main:581] : INFO : Epoch 1561 | loss: 0.0311452 | val_loss: 0.0311707 | Time: 1638.45 ms [2021-06-13 19:13:23 main:581] : INFO : Epoch 1562 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 1636.76 ms [2021-06-13 19:13:25 main:581] : INFO : Epoch 1563 | loss: 0.031145 | val_loss: 0.0311652 | Time: 1640.05 ms [2021-06-13 19:13:26 main:581] : INFO : Epoch 1564 | loss: 0.0311442 | val_loss: 0.0311704 | Time: 1643.56 ms [2021-06-13 19:13:28 main:581] : INFO : Epoch 1565 | loss: 0.0311474 | val_loss: 0.0311727 | Time: 1637.77 ms [2021-06-13 19:13:30 main:581] : INFO : Epoch 1566 | loss: 0.0311464 | val_loss: 0.0311648 | Time: 1636.45 ms [2021-06-13 19:13:31 main:581] : INFO : Epoch 1567 | loss: 0.0311447 | val_loss: 0.0311696 | Time: 1639.36 ms [2021-06-13 19:13:33 main:581] : INFO : Epoch 1568 | loss: 0.0311456 | val_loss: 0.0311648 | Time: 1638.32 ms [2021-06-13 19:13:35 main:581] : INFO : Epoch 1569 | loss: 0.0311437 | val_loss: 0.0311672 | Time: 1635.24 ms [2021-06-13 19:13:36 main:581] : INFO : Epoch 1570 | loss: 0.0311451 | val_loss: 0.0311676 | Time: 1639.24 ms [2021-06-13 19:13:38 main:581] : INFO : Epoch 1571 | loss: 0.0311429 | val_loss: 0.031168 | Time: 1636.7 ms [2021-06-13 19:13:40 main:581] : INFO : Epoch 1572 | loss: 0.0311427 | val_loss: 0.0311682 | Time: 1634.34 ms [2021-06-13 19:13:41 main:581] : INFO : Epoch 1573 | loss: 0.0311418 | val_loss: 0.0311666 | Time: 1636.9 ms [2021-06-13 19:13:43 main:581] : INFO : Epoch 1574 | loss: 0.0311413 | val_loss: 0.0311648 | Time: 1638.7 ms [2021-06-13 19:13:44 main:581] : INFO : Epoch 1575 | loss: 0.031143 | val_loss: 0.031165 | Time: 1636.46 ms [2021-06-13 19:13:46 main:581] : INFO : Epoch 1576 | loss: 0.031145 | val_loss: 0.0311681 | Time: 1638.21 ms [2021-06-13 19:13:48 main:581] : INFO : Epoch 1577 | loss: 0.0311428 | val_loss: 0.0311667 | Time: 1641.25 ms [2021-06-13 19:13:49 main:581] : INFO : Epoch 1578 | loss: 0.0311454 | val_loss: 0.0311692 | Time: 1639.39 ms [2021-06-13 19:13:51 main:581] : INFO : Epoch 1579 | loss: 0.0311429 | val_loss: 0.0311673 | Time: 1637.44 ms [2021-06-13 19:13:53 main:581] : INFO : Epoch 1580 | loss: 0.0311413 | val_loss: 0.0311686 | Time: 1639.53 ms [2021-06-13 19:13:54 main:581] : INFO : Epoch 1581 | loss: 0.0311405 | val_loss: 0.0311691 | Time: 1639.95 ms [2021-06-13 19:13:56 main:581] : INFO : Epoch 1582 | loss: 0.0311394 | val_loss: 0.0311706 | Time: 1638.93 ms [2021-06-13 19:13:58 main:581] : INFO : Epoch 1583 | loss: 0.0311395 | val_loss: 0.0311706 | Time: 1639.18 ms [2021-06-13 19:13:59 main:581] : INFO : Epoch 1584 | loss: 0.0311381 | val_loss: 0.0311693 | Time: 1641.42 ms [2021-06-13 19:14:01 main:581] : INFO : Epoch 1585 | loss: 0.0311382 | val_loss: 0.0311717 | Time: 1631.91 ms [2021-06-13 19:14:03 main:581] : INFO : Epoch 1586 | loss: 0.0311386 | val_loss: 0.0311727 | Time: 1643.95 ms [2021-06-13 19:14:04 main:581] : INFO : Epoch 1587 | loss: 0.031139 | val_loss: 0.0311717 | Time: 1646.73 ms [2021-06-13 19:14:06 main:581] : INFO : Epoch 1588 | loss: 0.0311387 | val_loss: 0.0311678 | Time: 1645.9 ms [2021-06-13 19:14:07 main:581] : INFO : Epoch 1589 | loss: 0.0311373 | val_loss: 0.0311665 | Time: 1641.15 ms [2021-06-13 19:14:09 main:581] : INFO : Epoch 1590 | loss: 0.0311373 | val_loss: 0.0311703 | Time: 1643.76 ms [2021-06-13 19:14:11 main:581] : INFO : Epoch 1591 | loss: 0.0311373 | val_loss: 0.0311662 | Time: 1642.34 ms [2021-06-13 19:14:12 main:581] : INFO : Epoch 1592 | loss: 0.0311368 | val_loss: 0.0311686 | Time: 1639.41 ms [2021-06-13 19:14:14 main:581] : INFO : Epoch 1593 | loss: 0.0311429 | val_loss: 0.0311708 | Time: 1636.68 ms [2021-06-13 19:14:16 main:581] : INFO : Epoch 1594 | loss: 0.0311398 | val_loss: 0.0311783 | Time: 1638.96 ms [2021-06-13 19:14:17 main:581] : INFO : Epoch 1595 | loss: 0.0311434 | val_loss: 0.031177 | Time: 1634.37 ms [2021-06-13 19:14:19 main:581] : INFO : Epoch 1596 | loss: 0.0311426 | val_loss: 0.0311705 | Time: 1631.15 ms [2021-06-13 19:14:21 main:581] : INFO : Epoch 1597 | loss: 0.0311387 | val_loss: 0.0311781 | Time: 1633.46 ms [2021-06-13 19:14:22 main:581] : INFO : Epoch 1598 | loss: 0.0311418 | val_loss: 0.0311681 | Time: 1640.18 ms [2021-06-13 19:14:24 main:581] : INFO : Epoch 1599 | loss: 0.0311397 | val_loss: 0.0311739 | Time: 1637.31 ms [2021-06-13 19:14:25 main:581] : INFO : Epoch 1600 | loss: 0.03114 | val_loss: 0.0311677 | Time: 1629.36 ms [2021-06-13 19:14:27 main:581] : INFO : Epoch 1601 | loss: 0.0311399 | val_loss: 0.0311727 | Time: 1630.43 ms [2021-06-13 19:14:29 main:581] : INFO : Epoch 1602 | loss: 0.0311391 | val_loss: 0.0311703 | Time: 1631.62 ms [2021-06-13 19:14:30 main:581] : INFO : Epoch 1603 | loss: 0.031139 | val_loss: 0.0311718 | Time: 1633.55 ms [2021-06-13 19:14:32 main:581] : INFO : Epoch 1604 | loss: 0.031138 | val_loss: 0.0311672 | Time: 1629.68 ms [2021-06-13 19:14:34 main:581] : INFO : Epoch 1605 | loss: 0.0311382 | val_loss: 0.031171 | Time: 1631.62 ms [2021-06-13 19:14:35 main:581] : INFO : Epoch 1606 | loss: 0.0311375 | val_loss: 0.0311703 | Time: 1632.62 ms [2021-06-13 19:14:37 main:581] : INFO : Epoch 1607 | loss: 0.0311374 | val_loss: 0.0311715 | Time: 1627.08 ms [2021-06-13 19:14:39 main:581] : INFO : Epoch 1608 | loss: 0.0311371 | val_loss: 0.0311706 | Time: 1634.52 ms [2021-06-13 19:14:40 main:581] : INFO : Epoch 1609 | loss: 0.0311362 | val_loss: 0.0311682 | Time: 1634.73 ms [2021-06-13 19:14:42 main:581] : INFO : Epoch 1610 | loss: 0.0311356 | val_loss: 0.0311725 | Time: 1632.07 ms [2021-06-13 19:14:43 main:581] : INFO : Epoch 1611 | loss: 0.031137 | val_loss: 0.0311747 | Time: 1633.91 ms [2021-06-13 19:14:45 main:581] : INFO : Epoch 1612 | loss: 0.0311399 | val_loss: 0.0311672 | Time: 1635.75 ms [2021-06-13 19:14:47 main:581] : INFO : Epoch 1613 | loss: 0.0311407 | val_loss: 0.0311662 | Time: 1629.41 ms [2021-06-13 19:14:48 main:581] : INFO : Epoch 1614 | loss: 0.0311399 | val_loss: 0.0311672 | Time: 1630.07 ms [2021-06-13 19:14:50 main:581] : INFO : Epoch 1615 | loss: 0.0311389 | val_loss: 0.0311707 | Time: 1632.32 ms [2021-06-13 19:14:52 main:581] : INFO : Epoch 1616 | loss: 0.0311374 | val_loss: 0.0311672 | Time: 1650.66 ms [2021-06-13 19:14:53 main:581] : INFO : Epoch 1617 | loss: 0.0311369 | val_loss: 0.031168 | Time: 1653.33 ms [2021-06-13 19:14:55 main:581] : INFO : Epoch 1618 | loss: 0.0311372 | val_loss: 0.0311693 | Time: 1656.02 ms [2021-06-13 19:14:57 main:581] : INFO : Epoch 1619 | loss: 0.0311364 | val_loss: 0.0311675 | Time: 1646.98 ms [2021-06-13 19:14:58 main:581] : INFO : Epoch 1620 | loss: 0.031138 | val_loss: 0.0311681 | Time: 1655.39 ms [2021-06-13 19:15:00 main:581] : INFO : Epoch 1621 | loss: 0.0311375 | val_loss: 0.0311658 | Time: 1663.82 ms [2021-06-13 19:15:02 main:581] : INFO : Epoch 1622 | loss: 0.0311389 | val_loss: 0.0311681 | Time: 1656.39 ms [2021-06-13 19:15:03 main:581] : INFO : Epoch 1623 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 1652.18 ms [2021-06-13 19:15:05 main:581] : INFO : Epoch 1624 | loss: 0.0311437 | val_loss: 0.0311659 | Time: 1653.89 ms [2021-06-13 19:15:06 main:581] : INFO : Epoch 1625 | loss: 0.0311413 | val_loss: 0.0311685 | Time: 1638.89 ms [2021-06-13 19:15:08 main:581] : INFO : Epoch 1626 | loss: 0.0311416 | val_loss: 0.0311672 | Time: 1648.17 ms [2021-06-13 19:15:10 main:581] : INFO : Epoch 1627 | loss: 0.0311396 | val_loss: 0.0311629 | Time: 1640.03 ms [2021-06-13 19:15:11 main:581] : INFO : Epoch 1628 | loss: 0.0311383 | val_loss: 0.0311646 | Time: 1641.6 ms [2021-06-13 19:15:13 main:581] : INFO : Epoch 1629 | loss: 0.0311376 | val_loss: 0.0311652 | Time: 1636.34 ms [2021-06-13 19:15:15 main:581] : INFO : Epoch 1630 | loss: 0.0311412 | val_loss: 0.0311659 | Time: 1639.32 ms [2021-06-13 19:15:16 main:581] : INFO : Epoch 1631 | loss: 0.0311378 | val_loss: 0.0311666 | Time: 1637.98 ms [2021-06-13 19:15:18 main:581] : INFO : Epoch 1632 | loss: 0.031138 | val_loss: 0.0311685 | Time: 1610.41 ms [2021-06-13 19:15:20 main:581] : INFO : Epoch 1633 | loss: 0.031138 | val_loss: 0.0311642 | Time: 1614.17 ms [2021-06-13 19:15:21 main:581] : INFO : Epoch 1634 | loss: 0.031136 | val_loss: 0.0311626 | Time: 1607.83 ms [2021-06-13 19:15:23 main:581] : INFO : Epoch 1635 | loss: 0.0311352 | val_loss: 0.031167 | Time: 1625.18 ms [2021-06-13 19:15:24 main:581] : INFO : Epoch 1636 | loss: 0.0311353 | val_loss: 0.0311664 | Time: 1634.09 ms [2021-06-13 19:15:26 main:581] : INFO : Epoch 1637 | loss: 0.0311372 | val_loss: 0.031165 | Time: 1638.65 ms [2021-06-13 19:15:28 main:581] : INFO : Epoch 1638 | loss: 0.0311389 | val_loss: 0.0311653 | Time: 1638.82 ms [2021-06-13 19:15:29 main:581] : INFO : Epoch 1639 | loss: 0.0311376 | val_loss: 0.0311703 | Time: 1637.93 ms [2021-06-13 19:15:31 main:581] : INFO : Epoch 1640 | loss: 0.0311387 | val_loss: 0.0311697 | Time: 1636.65 ms [2021-06-13 19:15:33 main:581] : INFO : Epoch 1641 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 1634.65 ms [2021-06-13 19:15:34 main:581] : INFO : Epoch 1642 | loss: 0.0311384 | val_loss: 0.0311658 | Time: 1635.01 ms [2021-06-13 19:15:36 main:581] : INFO : Epoch 1643 | loss: 0.0311394 | val_loss: 0.0311687 | Time: 1631.47 ms [2021-06-13 19:15:37 main:581] : INFO : Epoch 1644 | loss: 0.0311384 | val_loss: 0.0311646 | Time: 1613.12 ms [2021-06-13 19:15:39 main:581] : INFO : Epoch 1645 | loss: 0.0311404 | val_loss: 0.0311665 | Time: 1613.1 ms [2021-06-13 19:15:41 main:581] : INFO : Epoch 1646 | loss: 0.0311394 | val_loss: 0.0311616 | Time: 1626.71 ms [2021-06-13 19:15:42 main:581] : INFO : Epoch 1647 | loss: 0.0311407 | val_loss: 0.0311664 | Time: 1636.53 ms [2021-06-13 19:15:44 main:581] : INFO : Epoch 1648 | loss: 0.0311514 | val_loss: 0.0311724 | Time: 1633.35 ms [2021-06-13 19:15:46 main:581] : INFO : Epoch 1649 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 1630.25 ms [2021-06-13 19:15:47 main:581] : INFO : Epoch 1650 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 1636.48 ms [2021-06-13 19:15:49 main:581] : INFO : Epoch 1651 | loss: 0.0311542 | val_loss: 0.0311663 | Time: 1634.62 ms [2021-06-13 19:15:51 main:581] : INFO : Epoch 1652 | loss: 0.0311528 | val_loss: 0.0311719 | Time: 1629.34 ms [2021-06-13 19:15:52 main:581] : INFO : Epoch 1653 | loss: 0.0311531 | val_loss: 0.0311703 | Time: 1615.15 ms [2021-06-13 19:15:54 main:581] : INFO : Epoch 1654 | loss: 0.0311516 | val_loss: 0.031171 | Time: 1615.06 ms [2021-06-13 19:15:55 main:581] : INFO : Epoch 1655 | loss: 0.0311488 | val_loss: 0.0311711 | Time: 1617.17 ms [2021-06-13 19:15:57 main:581] : INFO : Epoch 1656 | loss: 0.0311491 | val_loss: 0.031174 | Time: 1629.74 ms [2021-06-13 19:15:59 main:581] : INFO : Epoch 1657 | loss: 0.0311468 | val_loss: 0.0311711 | Time: 1629.95 ms [2021-06-13 19:16:00 main:581] : INFO : Epoch 1658 | loss: 0.0311452 | val_loss: 0.0311748 | Time: 1642.36 ms [2021-06-13 19:16:02 main:581] : INFO : Epoch 1659 | loss: 0.0311464 | val_loss: 0.0311719 | Time: 1646.91 ms [2021-06-13 19:16:04 main:581] : INFO : Epoch 1660 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 1660.69 ms [2021-06-13 19:16:05 main:581] : INFO : Epoch 1661 | loss: 0.0311493 | val_loss: 0.0311697 | Time: 1656.42 ms [2021-06-13 19:16:07 main:581] : INFO : Epoch 1662 | loss: 0.0311484 | val_loss: 0.0311749 | Time: 1663.54 ms [2021-06-13 19:16:09 main:581] : INFO : Epoch 1663 | loss: 0.0311479 | val_loss: 0.0311695 | Time: 1658.09 ms [2021-06-13 19:16:10 main:581] : INFO : Epoch 1664 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 1646.89 ms [2021-06-13 19:16:12 main:581] : INFO : Epoch 1665 | loss: 0.03115 | val_loss: 0.031174 | Time: 1678.3 ms [2021-06-13 19:16:14 main:581] : INFO : Epoch 1666 | loss: 0.0311512 | val_loss: 0.0311713 | Time: 1669.31 ms [2021-06-13 19:16:15 main:581] : INFO : Epoch 1667 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 1663.04 ms [2021-06-13 19:16:17 main:581] : INFO : Epoch 1668 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 1664.29 ms [2021-06-13 19:16:19 main:581] : INFO : Epoch 1669 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 1662.16 ms [2021-06-13 19:16:20 main:581] : INFO : Epoch 1670 | loss: 0.0311511 | val_loss: 0.0311713 | Time: 1657.78 ms [2021-06-13 19:16:22 main:581] : INFO : Epoch 1671 | loss: 0.0311489 | val_loss: 0.0311656 | Time: 1660.05 ms [2021-06-13 19:16:24 main:581] : INFO : Epoch 1672 | loss: 0.0311493 | val_loss: 0.0311664 | Time: 1652.29 ms [2021-06-13 19:16:25 main:581] : INFO : Epoch 1673 | loss: 0.0311474 | val_loss: 0.0311667 | Time: 1655.59 ms [2021-06-13 19:16:27 main:581] : INFO : Epoch 1674 | loss: 0.0311454 | val_loss: 0.031164 | Time: 1658.89 ms [2021-06-13 19:16:28 main:581] : INFO : Epoch 1675 | loss: 0.0311478 | val_loss: 0.0311661 | Time: 1657.8 ms [2021-06-13 19:16:30 main:581] : INFO : Epoch 1676 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 1658.59 ms [2021-06-13 19:16:32 main:581] : INFO : Epoch 1677 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 1656.94 ms [2021-06-13 19:16:33 main:581] : INFO : Epoch 1678 | loss: 0.0311509 | val_loss: 0.031166 | Time: 1651.62 ms [2021-06-13 19:16:35 main:581] : INFO : Epoch 1679 | loss: 0.0311491 | val_loss: 0.0311665 | Time: 1656.47 ms [2021-06-13 19:16:37 main:581] : INFO : Epoch 1680 | loss: 0.0311504 | val_loss: 0.0311697 | Time: 1655.82 ms [2021-06-13 19:16:38 main:581] : INFO : Epoch 1681 | loss: 0.031154 | val_loss: 0.0311649 | Time: 1653.03 ms [2021-06-13 19:16:40 main:581] : INFO : Epoch 1682 | loss: 0.0311515 | val_loss: 0.0311648 | Time: 1653.43 ms [2021-06-13 19:16:42 main:581] : INFO : Epoch 1683 | loss: 0.0311506 | val_loss: 0.0311645 | Time: 1653.47 ms [2021-06-13 19:16:43 main:581] : INFO : Epoch 1684 | loss: 0.0311495 | val_loss: 0.0311623 | Time: 1654.05 ms [2021-06-13 19:16:45 main:581] : INFO : Epoch 1685 | loss: 0.031149 | val_loss: 0.0311641 | Time: 1657.82 ms [2021-06-13 19:16:47 main:581] : INFO : Epoch 1686 | loss: 0.0311476 | val_loss: 0.0311636 | Time: 1660.89 ms [2021-06-13 19:16:48 main:581] : INFO : Epoch 1687 | loss: 0.0311472 | val_loss: 0.0311635 | Time: 1655.18 ms [2021-06-13 19:16:50 main:581] : INFO : Epoch 1688 | loss: 0.0311474 | val_loss: 0.0311634 | Time: 1659.73 ms [2021-06-13 19:16:52 main:581] : INFO : Epoch 1689 | loss: 0.0311475 | val_loss: 0.0311616 | Time: 1659.44 ms [2021-06-13 19:16:53 main:581] : INFO : Epoch 1690 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 1658.04 ms [2021-06-13 19:16:55 main:581] : INFO : Epoch 1691 | loss: 0.0311446 | val_loss: 0.0311637 | Time: 1654.73 ms [2021-06-13 19:16:57 main:581] : INFO : Epoch 1692 | loss: 0.0311463 | val_loss: 0.0311678 | Time: 1658.58 ms [2021-06-13 19:16:58 main:581] : INFO : Epoch 1693 | loss: 0.0311483 | val_loss: 0.031165 | Time: 1656.64 ms [2021-06-13 19:17:00 main:581] : INFO : Epoch 1694 | loss: 0.0311484 | val_loss: 0.0311671 | Time: 1671.39 ms [2021-06-13 19:17:02 main:581] : INFO : Epoch 1695 | loss: 0.0311475 | val_loss: 0.0311665 | Time: 1660.64 ms [2021-06-13 19:17:03 main:581] : INFO : Epoch 1696 | loss: 0.0311473 | val_loss: 0.0311681 | Time: 1656.05 ms [2021-06-13 19:17:05 main:581] : INFO : Epoch 1697 | loss: 0.0311483 | val_loss: 0.0311675 | Time: 1655.87 ms [2021-06-13 19:17:07 main:581] : INFO : Epoch 1698 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 1650.28 ms [2021-06-13 19:17:08 main:581] : INFO : Epoch 1699 | loss: 0.0311479 | val_loss: 0.0311638 | Time: 1655.41 ms [2021-06-13 19:17:10 main:581] : INFO : Epoch 1700 | loss: 0.0311464 | val_loss: 0.031165 | Time: 1656.58 ms [2021-06-13 19:17:12 main:581] : INFO : Epoch 1701 | loss: 0.031146 | val_loss: 0.0311646 | Time: 1654.58 ms [2021-06-13 19:17:13 main:581] : INFO : Epoch 1702 | loss: 0.0311462 | val_loss: 0.0311655 | Time: 1655.1 ms [2021-06-13 19:17:15 main:581] : INFO : Epoch 1703 | loss: 0.0311469 | val_loss: 0.0311639 | Time: 1655.98 ms [2021-06-13 19:17:17 main:581] : INFO : Epoch 1704 | loss: 0.0311485 | val_loss: 0.0311676 | Time: 1657.17 ms [2021-06-13 19:17:18 main:581] : INFO : Epoch 1705 | loss: 0.031148 | val_loss: 0.0311711 | Time: 1654.49 ms [2021-06-13 19:17:20 main:581] : INFO : Epoch 1706 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 1656.3 ms [2021-06-13 19:17:22 main:581] : INFO : Epoch 1707 | loss: 0.0311689 | val_loss: 0.0311706 | Time: 1654.92 ms [2021-06-13 19:17:23 main:581] : INFO : Epoch 1708 | loss: 0.0311629 | val_loss: 0.0311718 | Time: 1653.93 ms [2021-06-13 19:17:25 main:581] : INFO : Epoch 1709 | loss: 0.0311617 | val_loss: 0.0311704 | Time: 1659.65 ms [2021-06-13 19:17:26 main:581] : INFO : Epoch 1710 | loss: 0.0311607 | val_loss: 0.03117 | Time: 1658.02 ms [2021-06-13 19:17:28 main:581] : INFO : Epoch 1711 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1655.42 ms [2021-06-13 19:17:30 main:581] : INFO : Epoch 1712 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 1653.03 ms [2021-06-13 19:17:31 main:581] : INFO : Epoch 1713 | loss: 0.0311568 | val_loss: 0.0311648 | Time: 1659.37 ms [2021-06-13 19:17:33 main:581] : INFO : Epoch 1714 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1656.28 ms [2021-06-13 19:17:35 main:581] : INFO : Epoch 1715 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 1657.53 ms [2021-06-13 19:17:36 main:581] : INFO : Epoch 1716 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 1658.86 ms [2021-06-13 19:17:38 main:581] : INFO : Epoch 1717 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 1657.46 ms [2021-06-13 19:17:40 main:581] : INFO : Epoch 1718 | loss: 0.0311534 | val_loss: 0.0311662 | Time: 1659.37 ms [2021-06-13 19:17:41 main:581] : INFO : Epoch 1719 | loss: 0.0311525 | val_loss: 0.0311653 | Time: 1653.59 ms [2021-06-13 19:17:43 main:581] : INFO : Epoch 1720 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 1661.55 ms [2021-06-13 19:17:45 main:581] : INFO : Epoch 1721 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 1658.27 ms [2021-06-13 19:17:46 main:581] : INFO : Epoch 1722 | loss: 0.0311659 | val_loss: 0.0312386 | Time: 1659.13 ms [2021-06-13 19:17:48 main:581] : INFO : Epoch 1723 | loss: 0.0322884 | val_loss: 0.0323478 | Time: 1654.96 ms [2021-06-13 19:17:50 main:581] : INFO : Epoch 1724 | loss: 0.0317598 | val_loss: 0.0312943 | Time: 1654.93 ms [2021-06-13 19:17:51 main:581] : INFO : Epoch 1725 | loss: 0.0312622 | val_loss: 0.0312076 | Time: 1653.9 ms [2021-06-13 19:17:53 main:581] : INFO : Epoch 1726 | loss: 0.0311897 | val_loss: 0.0311802 | Time: 1650.77 ms [2021-06-13 19:17:55 main:581] : INFO : Epoch 1727 | loss: 0.0311699 | val_loss: 0.0311699 | Time: 1656.39 ms [2021-06-13 19:17:56 main:581] : INFO : Epoch 1728 | loss: 0.0311616 | val_loss: 0.0311658 | Time: 1652.63 ms [2021-06-13 19:17:58 main:581] : INFO : Epoch 1729 | loss: 0.0311582 | val_loss: 0.031167 | Time: 1653.03 ms [2021-06-13 19:18:00 main:581] : INFO : Epoch 1730 | loss: 0.0311569 | val_loss: 0.031169 | Time: 1655.8 ms [2021-06-13 19:18:01 main:581] : INFO : Epoch 1731 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 1654.44 ms [2021-06-13 19:18:03 main:581] : INFO : Epoch 1732 | loss: 0.0311533 | val_loss: 0.0311682 | Time: 1655.91 ms [2021-06-13 19:18:05 main:581] : INFO : Epoch 1733 | loss: 0.031153 | val_loss: 0.0311667 | Time: 1653.67 ms [2021-06-13 19:18:06 main:581] : INFO : Epoch 1734 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 1657.03 ms [2021-06-13 19:18:08 main:581] : INFO : Epoch 1735 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 1655.48 ms [2021-06-13 19:18:10 main:581] : INFO : Epoch 1736 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 1658.81 ms [2021-06-13 19:18:11 main:581] : INFO : Epoch 1737 | loss: 0.0311514 | val_loss: 0.0311676 | Time: 1653.6 ms [2021-06-13 19:18:13 main:581] : INFO : Epoch 1738 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 1651.87 ms [2021-06-13 19:18:15 main:581] : INFO : Epoch 1739 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 1658.12 ms [2021-06-13 19:18:16 main:581] : INFO : Epoch 1740 | loss: 0.0311504 | val_loss: 0.0311659 | Time: 1655.74 ms [2021-06-13 19:18:18 main:581] : INFO : Epoch 1741 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 1655.18 ms [2021-06-13 19:18:19 main:581] : INFO : Epoch 1742 | loss: 0.0311496 | val_loss: 0.0311687 | Time: 1654.01 ms [2021-06-13 19:18:21 main:581] : INFO : Epoch 1743 | loss: 0.0311527 | val_loss: 0.0311673 | Time: 1652.91 ms [2021-06-13 19:18:23 main:581] : INFO : Epoch 1744 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 1651.96 ms [2021-06-13 19:18:24 main:581] : INFO : Epoch 1745 | loss: 0.0311541 | val_loss: 0.0311655 | Time: 1650.16 ms [2021-06-13 19:18:26 main:581] : INFO : Epoch 1746 | loss: 0.0311526 | val_loss: 0.0311669 | Time: 1655.67 ms [2021-06-13 19:18:28 main:581] : INFO : Epoch 1747 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 1652.01 ms [2021-06-13 19:18:29 main:581] : INFO : Epoch 1748 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 1653.98 ms [2021-06-13 19:18:31 main:581] : INFO : Epoch 1749 | loss: 0.0311503 | val_loss: 0.0311671 | Time: 1648.79 ms [2021-06-13 19:18:33 main:581] : INFO : Epoch 1750 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 1647.08 ms [2021-06-13 19:18:34 main:581] : INFO : Epoch 1751 | loss: 0.0311484 | val_loss: 0.0311662 | Time: 1655.47 ms [2021-06-13 19:18:36 main:581] : INFO : Epoch 1752 | loss: 0.0311485 | val_loss: 0.0311694 | Time: 1652.24 ms [2021-06-13 19:18:38 main:581] : INFO : Epoch 1753 | loss: 0.031149 | val_loss: 0.0311665 | Time: 1651.76 ms [2021-06-13 19:18:39 main:581] : INFO : Epoch 1754 | loss: 0.0311475 | val_loss: 0.0311635 | Time: 1649.34 ms [2021-06-13 19:18:41 main:581] : INFO : Epoch 1755 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 1650.1 ms [2021-06-13 19:18:43 main:581] : INFO : Epoch 1756 | loss: 0.0311472 | val_loss: 0.0311679 | Time: 1652.44 ms [2021-06-13 19:18:44 main:581] : INFO : Epoch 1757 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 1647.24 ms [2021-06-13 19:18:46 main:581] : INFO : Epoch 1758 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 1653.04 ms [2021-06-13 19:18:48 main:581] : INFO : Epoch 1759 | loss: 0.0311463 | val_loss: 0.0311689 | Time: 1647.55 ms [2021-06-13 19:18:49 main:581] : INFO : Epoch 1760 | loss: 0.031147 | val_loss: 0.0311647 | Time: 1652.68 ms [2021-06-13 19:18:51 main:581] : INFO : Epoch 1761 | loss: 0.0311461 | val_loss: 0.0311663 | Time: 1653.72 ms [2021-06-13 19:18:53 main:581] : INFO : Epoch 1762 | loss: 0.0311467 | val_loss: 0.0311647 | Time: 1649.9 ms [2021-06-13 19:18:54 main:581] : INFO : Epoch 1763 | loss: 0.0311474 | val_loss: 0.0311646 | Time: 1649.57 ms [2021-06-13 19:18:56 main:581] : INFO : Epoch 1764 | loss: 0.0311461 | val_loss: 0.0311666 | Time: 1649.69 ms [2021-06-13 19:18:57 main:581] : INFO : Epoch 1765 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 1653.49 ms [2021-06-13 19:18:59 main:581] : INFO : Epoch 1766 | loss: 0.0311469 | val_loss: 0.0311707 | Time: 1649.85 ms [2021-06-13 19:19:01 main:581] : INFO : Epoch 1767 | loss: 0.0311473 | val_loss: 0.0311649 | Time: 1665.51 ms [2021-06-13 19:19:02 main:581] : INFO : Epoch 1768 | loss: 0.0311483 | val_loss: 0.0311671 | Time: 1648.25 ms [2021-06-13 19:19:04 main:581] : INFO : Epoch 1769 | loss: 0.0311492 | val_loss: 0.0311694 | Time: 1651.56 ms [2021-06-13 19:19:06 main:581] : INFO : Epoch 1770 | loss: 0.031147 | val_loss: 0.0311693 | Time: 1654.68 ms [2021-06-13 19:19:07 main:581] : INFO : Epoch 1771 | loss: 0.0311508 | val_loss: 0.0311659 | Time: 1656.15 ms [2021-06-13 19:19:09 main:581] : INFO : Epoch 1772 | loss: 0.0311518 | val_loss: 0.0311662 | Time: 1653.92 ms [2021-06-13 19:19:11 main:581] : INFO : Epoch 1773 | loss: 0.0311517 | val_loss: 0.0311642 | Time: 1654.75 ms [2021-06-13 19:19:12 main:581] : INFO : Epoch 1774 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 1653.8 ms [2021-06-13 19:19:14 main:581] : INFO : Epoch 1775 | loss: 0.0311514 | val_loss: 0.0311678 | Time: 1654.8 ms [2021-06-13 19:19:16 main:581] : INFO : Epoch 1776 | loss: 0.0311493 | val_loss: 0.0311644 | Time: 1654.86 ms [2021-06-13 19:19:17 main:581] : INFO : Epoch 1777 | loss: 0.0311494 | val_loss: 0.0311674 | Time: 1649.28 ms [2021-06-13 19:19:19 main:581] : INFO : Epoch 1778 | loss: 0.0311515 | val_loss: 0.0311676 | Time: 1649.85 ms [2021-06-13 19:19:21 main:581] : INFO : Epoch 1779 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 1653.02 ms [2021-06-13 19:19:22 main:581] : INFO : Epoch 1780 | loss: 0.0311494 | val_loss: 0.0311637 | Time: 1651.86 ms [2021-06-13 19:19:24 main:581] : INFO : Epoch 1781 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 1651.23 ms [2021-06-13 19:19:26 main:581] : INFO : Epoch 1782 | loss: 0.031148 | val_loss: 0.0311643 | Time: 1648.36 ms [2021-06-13 19:19:27 main:581] : INFO : Epoch 1783 | loss: 0.031147 | val_loss: 0.0311651 | Time: 1647.86 ms [2021-06-13 19:19:29 main:581] : INFO : Epoch 1784 | loss: 0.0311477 | val_loss: 0.0311634 | Time: 1653.58 ms [2021-06-13 19:19:31 main:581] : INFO : Epoch 1785 | loss: 0.0311473 | val_loss: 0.0311644 | Time: 1652.16 ms [2021-06-13 19:19:32 main:581] : INFO : Epoch 1786 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 1649.94 ms [2021-06-13 19:19:34 main:581] : INFO : Epoch 1787 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 1650.03 ms [2021-06-13 19:19:35 main:581] : INFO : Epoch 1788 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 1654.11 ms [2021-06-13 19:19:37 main:581] : INFO : Epoch 1789 | loss: 0.0311449 | val_loss: 0.0311629 | Time: 1654.98 ms [2021-06-13 19:19:39 main:581] : INFO : Epoch 1790 | loss: 0.0311447 | val_loss: 0.0311655 | Time: 1654.63 ms [2021-06-13 19:19:40 main:581] : INFO : Epoch 1791 | loss: 0.0311456 | val_loss: 0.0311636 | Time: 1648.79 ms [2021-06-13 19:19:42 main:581] : INFO : Epoch 1792 | loss: 0.0311442 | val_loss: 0.0311671 | Time: 1655.48 ms [2021-06-13 19:19:44 main:581] : INFO : Epoch 1793 | loss: 0.0311449 | val_loss: 0.0311621 | Time: 1654.42 ms [2021-06-13 19:19:45 main:581] : INFO : Epoch 1794 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 1651.57 ms [2021-06-13 19:19:47 main:581] : INFO : Epoch 1795 | loss: 0.0311454 | val_loss: 0.0311622 | Time: 1654.57 ms [2021-06-13 19:19:49 main:581] : INFO : Epoch 1796 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 1651.26 ms [2021-06-13 19:19:50 main:581] : INFO : Epoch 1797 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 1655.76 ms [2021-06-13 19:19:52 main:581] : INFO : Epoch 1798 | loss: 0.0311446 | val_loss: 0.0311632 | Time: 1651.74 ms [2021-06-13 19:19:54 main:581] : INFO : Epoch 1799 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 1651.05 ms [2021-06-13 19:19:55 main:581] : INFO : Epoch 1800 | loss: 0.0311467 | val_loss: 0.031166 | Time: 1651.29 ms [2021-06-13 19:19:57 main:581] : INFO : Epoch 1801 | loss: 0.031148 | val_loss: 0.0311676 | Time: 1650.46 ms [2021-06-13 19:19:59 main:581] : INFO : Epoch 1802 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 1652.86 ms [2021-06-13 19:20:00 main:581] : INFO : Epoch 1803 | loss: 0.0311468 | val_loss: 0.0311662 | Time: 1661.9 ms [2021-06-13 19:20:02 main:581] : INFO : Epoch 1804 | loss: 0.0311457 | val_loss: 0.0311653 | Time: 1651.45 ms [2021-06-13 19:20:04 main:581] : INFO : Epoch 1805 | loss: 0.0311456 | val_loss: 0.0311643 | Time: 1652.79 ms [2021-06-13 19:20:05 main:581] : INFO : Epoch 1806 | loss: 0.031145 | val_loss: 0.0311639 | Time: 1653.95 ms [2021-06-13 19:20:07 main:581] : INFO : Epoch 1807 | loss: 0.0311457 | val_loss: 0.0311648 | Time: 1653.01 ms [2021-06-13 19:20:09 main:581] : INFO : Epoch 1808 | loss: 0.0311449 | val_loss: 0.0311684 | Time: 1650.47 ms [2021-06-13 19:20:10 main:581] : INFO : Epoch 1809 | loss: 0.031147 | val_loss: 0.0311671 | Time: 1655.21 ms [2021-06-13 19:20:12 main:581] : INFO : Epoch 1810 | loss: 0.0311472 | val_loss: 0.0311649 | Time: 1653.3 ms [2021-06-13 19:20:13 main:581] : INFO : Epoch 1811 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 1655.55 ms [2021-06-13 19:20:15 main:581] : INFO : Epoch 1812 | loss: 0.0311435 | val_loss: 0.0311634 | Time: 1655.42 ms [2021-06-13 19:20:17 main:581] : INFO : Epoch 1813 | loss: 0.0311434 | val_loss: 0.0311632 | Time: 1653.78 ms [2021-06-13 19:20:18 main:581] : INFO : Epoch 1814 | loss: 0.0311427 | val_loss: 0.0311658 | Time: 1660.39 ms [2021-06-13 19:20:20 main:581] : INFO : Epoch 1815 | loss: 0.0311432 | val_loss: 0.031163 | Time: 1654.12 ms [2021-06-13 19:20:22 main:581] : INFO : Epoch 1816 | loss: 0.0311419 | val_loss: 0.0311642 | Time: 1655.38 ms [2021-06-13 19:20:23 main:581] : INFO : Epoch 1817 | loss: 0.0311416 | val_loss: 0.0311641 | Time: 1655.76 ms [2021-06-13 19:20:25 main:581] : INFO : Epoch 1818 | loss: 0.0311413 | val_loss: 0.031163 | Time: 1658.95 ms [2021-06-13 19:20:27 main:581] : INFO : Epoch 1819 | loss: 0.0311414 | val_loss: 0.0311647 | Time: 1658.52 ms [2021-06-13 19:20:28 main:581] : INFO : Epoch 1820 | loss: 0.0311409 | val_loss: 0.0311648 | Time: 1653.58 ms [2021-06-13 19:20:30 main:581] : INFO : Epoch 1821 | loss: 0.0311412 | val_loss: 0.0311636 | Time: 1656.1 ms [2021-06-13 19:20:32 main:581] : INFO : Epoch 1822 | loss: 0.0311414 | val_loss: 0.0311633 | Time: 1655.29 ms [2021-06-13 19:20:33 main:581] : INFO : Epoch 1823 | loss: 0.0311422 | val_loss: 0.0311636 | Time: 1657.3 ms [2021-06-13 19:20:35 main:581] : INFO : Epoch 1824 | loss: 0.0311429 | val_loss: 0.0311641 | Time: 1653.46 ms [2021-06-13 19:20:37 main:581] : INFO : Epoch 1825 | loss: 0.0311423 | val_loss: 0.0311631 | Time: 1655.91 ms [2021-06-13 19:20:38 main:581] : INFO : Epoch 1826 | loss: 0.031142 | val_loss: 0.0311644 | Time: 1655.89 ms [2021-06-13 19:20:40 main:581] : INFO : Epoch 1827 | loss: 0.0311427 | val_loss: 0.0311659 | Time: 1652.91 ms [2021-06-13 19:20:42 main:581] : INFO : Epoch 1828 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 1655.81 ms [2021-06-13 19:20:43 main:581] : INFO : Epoch 1829 | loss: 0.0311414 | val_loss: 0.031165 | Time: 1651.21 ms [2021-06-13 19:20:45 main:581] : INFO : Epoch 1830 | loss: 0.0311427 | val_loss: 0.0311668 | Time: 1658.26 ms [2021-06-13 19:20:47 main:581] : INFO : Epoch 1831 | loss: 0.0311403 | val_loss: 0.031164 | Time: 1652.28 ms [2021-06-13 19:20:48 main:581] : INFO : Epoch 1832 | loss: 0.0311396 | val_loss: 0.0311654 | Time: 1652.9 ms [2021-06-13 19:20:50 main:581] : INFO : Epoch 1833 | loss: 0.0311395 | val_loss: 0.031164 | Time: 1651.73 ms [2021-06-13 19:20:52 main:581] : INFO : Epoch 1834 | loss: 0.0311393 | val_loss: 0.0311637 | Time: 1651.44 ms [2021-06-13 19:20:53 main:581] : INFO : Epoch 1835 | loss: 0.0311389 | val_loss: 0.0311647 | Time: 1652.52 ms [2021-06-13 19:20:55 main:581] : INFO : Epoch 1836 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 1650.68 ms [2021-06-13 19:20:57 main:581] : INFO : Epoch 1837 | loss: 0.0311386 | val_loss: 0.0311622 | Time: 1656.13 ms [2021-06-13 19:20:58 main:581] : INFO : Epoch 1838 | loss: 0.0311381 | val_loss: 0.0311641 | Time: 1651.54 ms [2021-06-13 19:21:00 main:581] : INFO : Epoch 1839 | loss: 0.031138 | val_loss: 0.0311647 | Time: 1666.08 ms [2021-06-13 19:21:02 main:581] : INFO : Epoch 1840 | loss: 0.0311396 | val_loss: 0.0311679 | Time: 1653.69 ms [2021-06-13 19:21:03 main:581] : INFO : Epoch 1841 | loss: 0.031143 | val_loss: 0.0311638 | Time: 1649.49 ms [2021-06-13 19:21:05 main:581] : INFO : Epoch 1842 | loss: 0.0311439 | val_loss: 0.0311635 | Time: 1654.58 ms [2021-06-13 19:21:06 main:581] : INFO : Epoch 1843 | loss: 0.0311465 | val_loss: 0.0311642 | Time: 1653.29 ms [2021-06-13 19:21:08 main:581] : INFO : Epoch 1844 | loss: 0.0311455 | val_loss: 0.0311621 | Time: 1655.84 ms [2021-06-13 19:21:10 main:581] : INFO : Epoch 1845 | loss: 0.031143 | val_loss: 0.0311606 | Time: 1641 ms [2021-06-13 19:21:11 main:581] : INFO : Epoch 1846 | loss: 0.031142 | val_loss: 0.0311655 | Time: 1655.51 ms [2021-06-13 19:21:13 main:581] : INFO : Epoch 1847 | loss: 0.0311432 | val_loss: 0.0311626 | Time: 1651.73 ms [2021-06-13 19:21:15 main:581] : INFO : Epoch 1848 | loss: 0.0311411 | val_loss: 0.0311665 | Time: 1654.4 ms [2021-06-13 19:21:16 main:581] : INFO : Epoch 1849 | loss: 0.0311491 | val_loss: 0.0311657 | Time: 1654.57 ms [2021-06-13 19:21:18 main:581] : INFO : Epoch 1850 | loss: 0.0311516 | val_loss: 0.031164 | Time: 1653.48 ms [2021-06-13 19:21:20 main:581] : INFO : Epoch 1851 | loss: 0.0311491 | val_loss: 0.031166 | Time: 1653.95 ms [2021-06-13 19:21:21 main:581] : INFO : Epoch 1852 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 1651.67 ms [2021-06-13 19:21:23 main:581] : INFO : Epoch 1853 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 1657.67 ms [2021-06-13 19:21:25 main:581] : INFO : Epoch 1854 | loss: 0.031149 | val_loss: 0.0311657 | Time: 1657.94 ms [2021-06-13 19:21:26 main:581] : INFO : Epoch 1855 | loss: 0.0311482 | val_loss: 0.031165 | Time: 1655.48 ms [2021-06-13 19:21:28 main:581] : INFO : Epoch 1856 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1658.23 ms [2021-06-13 19:21:30 main:581] : INFO : Epoch 1857 | loss: 0.0311486 | val_loss: 0.0311693 | Time: 1656.51 ms [2021-06-13 19:21:31 main:581] : INFO : Epoch 1858 | loss: 0.0311495 | val_loss: 0.0311652 | Time: 1655.97 ms [2021-06-13 19:21:33 main:581] : INFO : Epoch 1859 | loss: 0.0311482 | val_loss: 0.0311649 | Time: 1652.69 ms [2021-06-13 19:21:35 main:581] : INFO : Epoch 1860 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 1657.52 ms [2021-06-13 19:21:36 main:581] : INFO : Epoch 1861 | loss: 0.031146 | val_loss: 0.0311645 | Time: 1653.75 ms [2021-06-13 19:21:38 main:581] : INFO : Epoch 1862 | loss: 0.0311454 | val_loss: 0.0311638 | Time: 1652.63 ms [2021-06-13 19:21:40 main:581] : INFO : Epoch 1863 | loss: 0.0311444 | val_loss: 0.0311645 | Time: 1655.76 ms [2021-06-13 19:21:41 main:581] : INFO : Epoch 1864 | loss: 0.0311443 | val_loss: 0.0311635 | Time: 1653.8 ms [2021-06-13 19:21:43 main:581] : INFO : Epoch 1865 | loss: 0.0311438 | val_loss: 0.0311619 | Time: 1655.41 ms [2021-06-13 19:21:45 main:581] : INFO : Epoch 1866 | loss: 0.0311429 | val_loss: 0.0311621 | Time: 1652.25 ms [2021-06-13 19:21:46 main:581] : INFO : Epoch 1867 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 1657.08 ms [2021-06-13 19:21:48 main:581] : INFO : Epoch 1868 | loss: 0.0311414 | val_loss: 0.0311629 | Time: 1653.09 ms [2021-06-13 19:21:49 main:581] : INFO : Epoch 1869 | loss: 0.0311423 | val_loss: 0.0311624 | Time: 1652.69 ms [2021-06-13 19:21:51 main:581] : INFO : Epoch 1870 | loss: 0.031142 | val_loss: 0.0311635 | Time: 1654.45 ms [2021-06-13 19:21:53 main:581] : INFO : Epoch 1871 | loss: 0.0311426 | val_loss: 0.0311654 | Time: 1652.77 ms [2021-06-13 19:21:54 main:581] : INFO : Epoch 1872 | loss: 0.0311434 | val_loss: 0.0311647 | Time: 1655.45 ms [2021-06-13 19:21:56 main:581] : INFO : Epoch 1873 | loss: 0.0311423 | val_loss: 0.0311666 | Time: 1655.05 ms [2021-06-13 19:21:58 main:581] : INFO : Epoch 1874 | loss: 0.031152 | val_loss: 0.0311698 | Time: 1653.78 ms [2021-06-13 19:21:59 main:581] : INFO : Epoch 1875 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 1662.31 ms [2021-06-13 19:22:01 main:581] : INFO : Epoch 1876 | loss: 0.0311536 | val_loss: 0.0311652 | Time: 1665.78 ms [2021-06-13 19:22:03 main:581] : INFO : Epoch 1877 | loss: 0.0311516 | val_loss: 0.0311655 | Time: 1651.46 ms [2021-06-13 19:22:04 main:581] : INFO : Epoch 1878 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 1652.21 ms [2021-06-13 19:22:06 main:581] : INFO : Epoch 1879 | loss: 0.0311508 | val_loss: 0.0311669 | Time: 1652.85 ms [2021-06-13 19:22:08 main:581] : INFO : Epoch 1880 | loss: 0.0311497 | val_loss: 0.0311673 | Time: 1649.53 ms [2021-06-13 19:22:09 main:581] : INFO : Epoch 1881 | loss: 0.0311487 | val_loss: 0.0311665 | Time: 1652.15 ms [2021-06-13 19:22:11 main:581] : INFO : Epoch 1882 | loss: 0.0311489 | val_loss: 0.0311663 | Time: 1649.96 ms [2021-06-13 19:22:13 main:581] : INFO : Epoch 1883 | loss: 0.0311495 | val_loss: 0.0311666 | Time: 1651.3 ms [2021-06-13 19:22:14 main:581] : INFO : Epoch 1884 | loss: 0.0311478 | val_loss: 0.0311655 | Time: 1653.89 ms [2021-06-13 19:22:16 main:581] : INFO : Epoch 1885 | loss: 0.0311508 | val_loss: 0.0311651 | Time: 1649.94 ms [2021-06-13 19:22:18 main:581] : INFO : Epoch 1886 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 1652.37 ms [2021-06-13 19:22:19 main:581] : INFO : Epoch 1887 | loss: 0.0311493 | val_loss: 0.0311643 | Time: 1647.34 ms [2021-06-13 19:22:21 main:581] : INFO : Epoch 1888 | loss: 0.0311489 | val_loss: 0.0311669 | Time: 1649.67 ms [2021-06-13 19:22:23 main:581] : INFO : Epoch 1889 | loss: 0.0311482 | val_loss: 0.0311659 | Time: 1656.84 ms [2021-06-13 19:22:24 main:581] : INFO : Epoch 1890 | loss: 0.0311475 | val_loss: 0.0311656 | Time: 1650.63 ms [2021-06-13 19:22:26 main:581] : INFO : Epoch 1891 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 1650.51 ms [2021-06-13 19:22:28 main:581] : INFO : Epoch 1892 | loss: 0.0311482 | val_loss: 0.0311646 | Time: 1650.69 ms [2021-06-13 19:22:29 main:581] : INFO : Epoch 1893 | loss: 0.0311462 | val_loss: 0.0311635 | Time: 1651.15 ms [2021-06-13 19:22:31 main:581] : INFO : Epoch 1894 | loss: 0.0311464 | val_loss: 0.031169 | Time: 1652.23 ms [2021-06-13 19:22:32 main:581] : INFO : Epoch 1895 | loss: 0.0311464 | val_loss: 0.0311652 | Time: 1653.41 ms [2021-06-13 19:22:34 main:581] : INFO : Epoch 1896 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 1655.2 ms [2021-06-13 19:22:36 main:581] : INFO : Epoch 1897 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 1651.13 ms [2021-06-13 19:22:37 main:581] : INFO : Epoch 1898 | loss: 0.0311445 | val_loss: 0.031163 | Time: 1655.12 ms [2021-06-13 19:22:39 main:581] : INFO : Epoch 1899 | loss: 0.0311442 | val_loss: 0.0311659 | Time: 1655.86 ms [2021-06-13 19:22:41 main:581] : INFO : Epoch 1900 | loss: 0.0311454 | val_loss: 0.0311653 | Time: 1654.4 ms [2021-06-13 19:22:42 main:581] : INFO : Epoch 1901 | loss: 0.031147 | val_loss: 0.0311641 | Time: 1648.03 ms [2021-06-13 19:22:44 main:581] : INFO : Epoch 1902 | loss: 0.0311491 | val_loss: 0.0311699 | Time: 1653.66 ms [2021-06-13 19:22:46 main:581] : INFO : Epoch 1903 | loss: 0.0311556 | val_loss: 0.0311665 | Time: 1654.49 ms [2021-06-13 19:22:47 main:581] : INFO : Epoch 1904 | loss: 0.0311544 | val_loss: 0.0311664 | Time: 1652.76 ms [2021-06-13 19:22:49 main:581] : INFO : Epoch 1905 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 1653.05 ms [2021-06-13 19:22:51 main:581] : INFO : Epoch 1906 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 1650.72 ms [2021-06-13 19:22:52 main:581] : INFO : Epoch 1907 | loss: 0.031151 | val_loss: 0.0311697 | Time: 1652.97 ms [2021-06-13 19:22:54 main:581] : INFO : Epoch 1908 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 1653.2 ms [2021-06-13 19:22:56 main:581] : INFO : Epoch 1909 | loss: 0.0311504 | val_loss: 0.0311672 | Time: 1654.13 ms [2021-06-13 19:22:57 main:581] : INFO : Epoch 1910 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 1644.97 ms [2021-06-13 19:22:59 main:581] : INFO : Epoch 1911 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 1639.73 ms [2021-06-13 19:23:01 main:581] : INFO : Epoch 1912 | loss: 0.0311469 | val_loss: 0.0311671 | Time: 1652.11 ms [2021-06-13 19:23:02 main:581] : INFO : Epoch 1913 | loss: 0.0311492 | val_loss: 0.0311693 | Time: 1639.56 ms [2021-06-13 19:23:04 main:581] : INFO : Epoch 1914 | loss: 0.0311478 | val_loss: 0.031166 | Time: 1635.58 ms [2021-06-13 19:23:05 main:581] : INFO : Epoch 1915 | loss: 0.0311471 | val_loss: 0.031166 | Time: 1644.41 ms [2021-06-13 19:23:07 main:581] : INFO : Epoch 1916 | loss: 0.0311466 | val_loss: 0.0311655 | Time: 1629.13 ms [2021-06-13 19:23:09 main:581] : INFO : Epoch 1917 | loss: 0.0311477 | val_loss: 0.0311642 | Time: 1642.58 ms [2021-06-13 19:23:10 main:581] : INFO : Epoch 1918 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 1640.54 ms [2021-06-13 19:23:12 main:581] : INFO : Epoch 1919 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 1627.19 ms [2021-06-13 19:23:14 main:581] : INFO : Epoch 1920 | loss: 0.0311477 | val_loss: 0.0311688 | Time: 1617.38 ms [2021-06-13 19:23:15 main:581] : INFO : Epoch 1921 | loss: 0.031146 | val_loss: 0.0311655 | Time: 1618.48 ms [2021-06-13 19:23:17 main:581] : INFO : Epoch 1922 | loss: 0.0311441 | val_loss: 0.031164 | Time: 1625.44 ms [2021-06-13 19:23:19 main:581] : INFO : Epoch 1923 | loss: 0.0311459 | val_loss: 0.031167 | Time: 1633.99 ms [2021-06-13 19:23:20 main:581] : INFO : Epoch 1924 | loss: 0.0311437 | val_loss: 0.0311654 | Time: 1642.07 ms [2021-06-13 19:23:22 main:581] : INFO : Epoch 1925 | loss: 0.0311436 | val_loss: 0.0311647 | Time: 1637.42 ms [2021-06-13 19:23:23 main:581] : INFO : Epoch 1926 | loss: 0.0311425 | val_loss: 0.0311653 | Time: 1640.83 ms [2021-06-13 19:23:25 main:581] : INFO : Epoch 1927 | loss: 0.0311421 | val_loss: 0.0311655 | Time: 1633.21 ms [2021-06-13 19:23:27 main:581] : INFO : Epoch 1928 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 1636.95 ms [2021-06-13 19:23:28 main:581] : INFO : Epoch 1929 | loss: 0.0311414 | val_loss: 0.0311659 | Time: 1632.58 ms [2021-06-13 19:23:30 main:581] : INFO : Epoch 1930 | loss: 0.0311408 | val_loss: 0.0311656 | Time: 1638.2 ms [2021-06-13 19:23:32 main:581] : INFO : Epoch 1931 | loss: 0.0311414 | val_loss: 0.0311679 | Time: 1639.75 ms [2021-06-13 19:23:33 main:581] : INFO : Epoch 1932 | loss: 0.0311418 | val_loss: 0.0311653 | Time: 1629.17 ms [2021-06-13 19:23:35 main:581] : INFO : Epoch 1933 | loss: 0.0311433 | val_loss: 0.0311689 | Time: 1635.8 ms [2021-06-13 19:23:37 main:581] : INFO : Epoch 1934 | loss: 0.0311429 | val_loss: 0.0311656 | Time: 1643.25 ms [2021-06-13 19:23:38 main:581] : INFO : Epoch 1935 | loss: 0.0311433 | val_loss: 0.0311726 | Time: 1645.09 ms [2021-06-13 19:23:40 main:581] : INFO : Epoch 1936 | loss: 0.0311414 | val_loss: 0.0311653 | Time: 1637.23 ms [2021-06-13 19:23:41 main:581] : INFO : Epoch 1937 | loss: 0.0311424 | val_loss: 0.0311687 | Time: 1641.26 ms [2021-06-13 19:23:43 main:581] : INFO : Epoch 1938 | loss: 0.031144 | val_loss: 0.0311655 | Time: 1641.08 ms [2021-06-13 19:23:45 main:581] : INFO : Epoch 1939 | loss: 0.0311444 | val_loss: 0.0311663 | Time: 1636.59 ms [2021-06-13 19:23:46 main:581] : INFO : Epoch 1940 | loss: 0.0311447 | val_loss: 0.0311683 | Time: 1635.04 ms [2021-06-13 19:23:48 main:581] : INFO : Epoch 1941 | loss: 0.031145 | val_loss: 0.0311661 | Time: 1643.42 ms [2021-06-13 19:23:50 main:581] : INFO : Epoch 1942 | loss: 0.0311462 | val_loss: 0.0311673 | Time: 1645.05 ms [2021-06-13 19:23:51 main:581] : INFO : Epoch 1943 | loss: 0.0311493 | val_loss: 0.0311699 | Time: 1639.2 ms [2021-06-13 19:23:53 main:581] : INFO : Epoch 1944 | loss: 0.0311466 | val_loss: 0.0311682 | Time: 1637.47 ms [2021-06-13 19:23:55 main:581] : INFO : Epoch 1945 | loss: 0.0311434 | val_loss: 0.0311679 | Time: 1638.5 ms [2021-06-13 19:23:56 main:581] : INFO : Epoch 1946 | loss: 0.0311434 | val_loss: 0.0311692 | Time: 1638.4 ms [2021-06-13 19:23:58 main:581] : INFO : Epoch 1947 | loss: 0.0311478 | val_loss: 0.0311661 | Time: 1636.69 ms [2021-06-13 19:23:59 main:581] : INFO : Epoch 1948 | loss: 0.0311474 | val_loss: 0.0311671 | Time: 1641.94 ms [2021-06-13 19:24:01 main:581] : INFO : Epoch 1949 | loss: 0.0311469 | val_loss: 0.0311632 | Time: 1651.38 ms [2021-06-13 19:24:03 main:581] : INFO : Epoch 1950 | loss: 0.0311444 | val_loss: 0.0311658 | Time: 1638.89 ms [2021-06-13 19:24:04 main:581] : INFO : Epoch 1951 | loss: 0.0311441 | val_loss: 0.0311653 | Time: 1640.76 ms [2021-06-13 19:24:06 main:581] : INFO : Epoch 1952 | loss: 0.0311436 | val_loss: 0.031167 | Time: 1637.11 ms [2021-06-13 19:24:08 main:581] : INFO : Epoch 1953 | loss: 0.0311429 | val_loss: 0.0311666 | Time: 1636.3 ms [2021-06-13 19:24:09 main:581] : INFO : Epoch 1954 | loss: 0.031142 | val_loss: 0.031167 | Time: 1639.78 ms [2021-06-13 19:24:11 main:581] : INFO : Epoch 1955 | loss: 0.0311427 | val_loss: 0.0311667 | Time: 1639.02 ms [2021-06-13 19:24:13 main:581] : INFO : Epoch 1956 | loss: 0.0311417 | val_loss: 0.0311685 | Time: 1642.78 ms [2021-06-13 19:24:14 main:581] : INFO : Epoch 1957 | loss: 0.0311416 | val_loss: 0.0311677 | Time: 1641.92 ms [2021-06-13 19:24:16 main:581] : INFO : Epoch 1958 | loss: 0.0311414 | val_loss: 0.0311667 | Time: 1642.37 ms [2021-06-13 19:24:18 main:581] : INFO : Epoch 1959 | loss: 0.031143 | val_loss: 0.0311696 | Time: 1643.76 ms [2021-06-13 19:24:19 main:581] : INFO : Epoch 1960 | loss: 0.0311419 | val_loss: 0.031169 | Time: 1633.26 ms [2021-06-13 19:24:21 main:581] : INFO : Epoch 1961 | loss: 0.0311436 | val_loss: 0.0311704 | Time: 1638.79 ms [2021-06-13 19:24:22 main:581] : INFO : Epoch 1962 | loss: 0.0311414 | val_loss: 0.0311653 | Time: 1646.27 ms [2021-06-13 19:24:24 main:581] : INFO : Epoch 1963 | loss: 0.0311396 | val_loss: 0.0311684 | Time: 1643.41 ms [2021-06-13 19:24:26 main:581] : INFO : Epoch 1964 | loss: 0.0311429 | val_loss: 0.0311668 | Time: 1646.94 ms [2021-06-13 19:24:27 main:581] : INFO : Epoch 1965 | loss: 0.0311435 | val_loss: 0.0311683 | Time: 1644.45 ms [2021-06-13 19:24:29 main:581] : INFO : Epoch 1966 | loss: 0.0311436 | val_loss: 0.0311661 | Time: 1632.23 ms [2021-06-13 19:24:31 main:581] : INFO : Epoch 1967 | loss: 0.0311424 | val_loss: 0.0311715 | Time: 1636.87 ms [2021-06-13 19:24:32 main:581] : INFO : Epoch 1968 | loss: 0.0311425 | val_loss: 0.031169 | Time: 1628.01 ms [2021-06-13 19:24:34 main:581] : INFO : Epoch 1969 | loss: 0.0311428 | val_loss: 0.0311676 | Time: 1631.09 ms [2021-06-13 19:24:36 main:581] : INFO : Epoch 1970 | loss: 0.0311413 | val_loss: 0.0311699 | Time: 1621.25 ms [2021-06-13 19:24:37 main:581] : INFO : Epoch 1971 | loss: 0.0311412 | val_loss: 0.0311686 | Time: 1623.1 ms [2021-06-13 19:24:39 main:581] : INFO : Epoch 1972 | loss: 0.0311436 | val_loss: 0.0311703 | Time: 1640.86 ms [2021-06-13 19:24:40 main:581] : INFO : Epoch 1973 | loss: 0.0311414 | val_loss: 0.0311694 | Time: 1641.22 ms [2021-06-13 19:24:42 main:581] : INFO : Epoch 1974 | loss: 0.0311406 | val_loss: 0.0311692 | Time: 1639.53 ms [2021-06-13 19:24:44 main:581] : INFO : Epoch 1975 | loss: 0.0311396 | val_loss: 0.0311691 | Time: 1647.49 ms [2021-06-13 19:24:45 main:581] : INFO : Epoch 1976 | loss: 0.0311404 | val_loss: 0.031165 | Time: 1643.03 ms [2021-06-13 19:24:47 main:581] : INFO : Epoch 1977 | loss: 0.0311426 | val_loss: 0.0311636 | Time: 1644.81 ms [2021-06-13 19:24:49 main:581] : INFO : Epoch 1978 | loss: 0.0311424 | val_loss: 0.0311653 | Time: 1639.76 ms [2021-06-13 19:24:50 main:581] : INFO : Epoch 1979 | loss: 0.0311424 | val_loss: 0.0311645 | Time: 1642.17 ms [2021-06-13 19:24:52 main:581] : INFO : Epoch 1980 | loss: 0.0311432 | val_loss: 0.0311662 | Time: 1624.22 ms [2021-06-13 19:24:54 main:581] : INFO : Epoch 1981 | loss: 0.0311411 | val_loss: 0.0311666 | Time: 1633.41 ms [2021-06-13 19:24:55 main:581] : INFO : Epoch 1982 | loss: 0.0311426 | val_loss: 0.0311655 | Time: 1636.26 ms [2021-06-13 19:24:57 main:581] : INFO : Epoch 1983 | loss: 0.0311429 | val_loss: 0.031166 | Time: 1633.34 ms [2021-06-13 19:24:58 main:581] : INFO : Epoch 1984 | loss: 0.031141 | val_loss: 0.0311644 | Time: 1626.91 ms [2021-06-13 19:25:00 main:581] : INFO : Epoch 1985 | loss: 0.0311406 | val_loss: 0.0311672 | Time: 1645.4 ms [2021-06-13 19:25:02 main:581] : INFO : Epoch 1986 | loss: 0.031142 | val_loss: 0.0311662 | Time: 1635.16 ms [2021-06-13 19:25:03 main:581] : INFO : Epoch 1987 | loss: 0.0311426 | val_loss: 0.0311689 | Time: 1632.01 ms [2021-06-13 19:25:05 main:581] : INFO : Epoch 1988 | loss: 0.0311455 | val_loss: 0.0311652 | Time: 1631.41 ms [2021-06-13 19:25:07 main:581] : INFO : Epoch 1989 | loss: 0.0311427 | val_loss: 0.0311651 | Time: 1645.79 ms [2021-06-13 19:25:08 main:581] : INFO : Epoch 1990 | loss: 0.0311419 | val_loss: 0.0311691 | Time: 1643.54 ms [2021-06-13 19:25:10 main:581] : INFO : Epoch 1991 | loss: 0.0311411 | val_loss: 0.0311673 | Time: 1630.35 ms [2021-06-13 19:25:12 main:581] : INFO : Epoch 1992 | loss: 0.0311419 | val_loss: 0.0311688 | Time: 1649.93 ms [2021-06-13 19:25:13 main:581] : INFO : Epoch 1993 | loss: 0.031144 | val_loss: 0.0311715 | Time: 1657.78 ms [2021-06-13 19:25:15 main:581] : INFO : Epoch 1994 | loss: 0.0311454 | val_loss: 0.0311679 | Time: 1657.32 ms [2021-06-13 19:25:17 main:581] : INFO : Epoch 1995 | loss: 0.0311447 | val_loss: 0.0311706 | Time: 1654.89 ms [2021-06-13 19:25:18 main:581] : INFO : Epoch 1996 | loss: 0.031143 | val_loss: 0.0311651 | Time: 1646.56 ms [2021-06-13 19:25:20 main:581] : INFO : Epoch 1997 | loss: 0.0311474 | val_loss: 0.0311656 | Time: 1646.91 ms [2021-06-13 19:25:21 main:581] : INFO : Epoch 1998 | loss: 0.03115 | val_loss: 0.0311651 | Time: 1651.27 ms [2021-06-13 19:25:23 main:581] : INFO : Epoch 1999 | loss: 0.0311485 | val_loss: 0.0311661 | Time: 1649.36 ms [2021-06-13 19:25:25 main:581] : INFO : Epoch 2000 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 1655.8 ms [2021-06-13 19:25:26 main:581] : INFO : Epoch 2001 | loss: 0.0311503 | val_loss: 0.0311608 | Time: 1652.79 ms [2021-06-13 19:25:28 main:581] : INFO : Epoch 2002 | loss: 0.0311495 | val_loss: 0.031161 | Time: 1647.17 ms [2021-06-13 19:25:30 main:581] : INFO : Epoch 2003 | loss: 0.0311477 | val_loss: 0.0311658 | Time: 1655.2 ms [2021-06-13 19:25:31 main:581] : INFO : Epoch 2004 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 1654.5 ms [2021-06-13 19:25:33 main:581] : INFO : Epoch 2005 | loss: 0.0311489 | val_loss: 0.0311603 | Time: 1635.41 ms [2021-06-13 19:25:35 main:581] : INFO : Epoch 2006 | loss: 0.0311468 | val_loss: 0.0311617 | Time: 1653.98 ms [2021-06-13 19:25:36 main:581] : INFO : Epoch 2007 | loss: 0.0311461 | val_loss: 0.0311604 | Time: 1651.55 ms [2021-06-13 19:25:38 main:581] : INFO : Epoch 2008 | loss: 0.0311455 | val_loss: 0.0311617 | Time: 1653.88 ms [2021-06-13 19:25:40 main:581] : INFO : Epoch 2009 | loss: 0.031147 | val_loss: 0.0311624 | Time: 1653.67 ms [2021-06-13 19:25:41 main:581] : INFO : Epoch 2010 | loss: 0.0311456 | val_loss: 0.0311664 | Time: 1654.33 ms [2021-06-13 19:25:43 main:581] : INFO : Epoch 2011 | loss: 0.0311451 | val_loss: 0.0311613 | Time: 1657.39 ms [2021-06-13 19:25:45 main:581] : INFO : Epoch 2012 | loss: 0.0311463 | val_loss: 0.031161 | Time: 1653.71 ms [2021-06-13 19:25:46 main:581] : INFO : Epoch 2013 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 1655.14 ms [2021-06-13 19:25:48 main:581] : INFO : Epoch 2014 | loss: 0.0311513 | val_loss: 0.0311649 | Time: 1654.33 ms [2021-06-13 19:25:50 main:581] : INFO : Epoch 2015 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 1656.51 ms [2021-06-13 19:25:51 main:581] : INFO : Epoch 2016 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 1657.94 ms [2021-06-13 19:25:53 main:581] : INFO : Epoch 2017 | loss: 0.03115 | val_loss: 0.0311624 | Time: 1659.76 ms [2021-06-13 19:25:55 main:581] : INFO : Epoch 2018 | loss: 0.03115 | val_loss: 0.0311627 | Time: 1656.4 ms [2021-06-13 19:25:56 main:581] : INFO : Epoch 2019 | loss: 0.0311515 | val_loss: 0.031162 | Time: 1652.7 ms [2021-06-13 19:25:58 main:581] : INFO : Epoch 2020 | loss: 0.031149 | val_loss: 0.0311607 | Time: 1657.25 ms [2021-06-13 19:26:00 main:581] : INFO : Epoch 2021 | loss: 0.0311496 | val_loss: 0.0311625 | Time: 1658.37 ms [2021-06-13 19:26:01 main:581] : INFO : Epoch 2022 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 1656.7 ms [2021-06-13 19:26:03 main:581] : INFO : Epoch 2023 | loss: 0.0311489 | val_loss: 0.0311633 | Time: 1652.27 ms [2021-06-13 19:26:04 main:581] : INFO : Epoch 2024 | loss: 0.0311503 | val_loss: 0.0311648 | Time: 1659.62 ms [2021-06-13 19:26:06 main:581] : INFO : Epoch 2025 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 1650.49 ms [2021-06-13 19:26:08 main:581] : INFO : Epoch 2026 | loss: 0.031153 | val_loss: 0.0311676 | Time: 1664.95 ms [2021-06-13 19:26:09 main:581] : INFO : Epoch 2027 | loss: 0.03115 | val_loss: 0.0311623 | Time: 1662.32 ms [2021-06-13 19:26:11 main:581] : INFO : Epoch 2028 | loss: 0.0311473 | val_loss: 0.0311629 | Time: 1674.61 ms [2021-06-13 19:26:13 main:581] : INFO : Epoch 2029 | loss: 0.0311475 | val_loss: 0.0311623 | Time: 1665.66 ms [2021-06-13 19:26:14 main:581] : INFO : Epoch 2030 | loss: 0.031148 | val_loss: 0.0311663 | Time: 1647.76 ms [2021-06-13 19:26:16 main:581] : INFO : Epoch 2031 | loss: 0.031148 | val_loss: 0.0311616 | Time: 1655.26 ms [2021-06-13 19:26:18 main:581] : INFO : Epoch 2032 | loss: 0.031147 | val_loss: 0.0311655 | Time: 1653.93 ms [2021-06-13 19:26:19 main:581] : INFO : Epoch 2033 | loss: 0.0311474 | val_loss: 0.0311629 | Time: 1654.78 ms [2021-06-13 19:26:21 main:581] : INFO : Epoch 2034 | loss: 0.0311456 | val_loss: 0.0311621 | Time: 1652.12 ms [2021-06-13 19:26:23 main:581] : INFO : Epoch 2035 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 1655.73 ms [2021-06-13 19:26:24 main:581] : INFO : Epoch 2036 | loss: 0.0311466 | val_loss: 0.0311628 | Time: 1652.37 ms [2021-06-13 19:26:26 main:581] : INFO : Epoch 2037 | loss: 0.0311454 | val_loss: 0.0311623 | Time: 1653.9 ms [2021-06-13 19:26:28 main:581] : INFO : Epoch 2038 | loss: 0.0311448 | val_loss: 0.0311633 | Time: 1653.11 ms [2021-06-13 19:26:29 main:581] : INFO : Epoch 2039 | loss: 0.0311446 | val_loss: 0.0311627 | Time: 1652.15 ms [2021-06-13 19:26:31 main:581] : INFO : Epoch 2040 | loss: 0.0311443 | val_loss: 0.0311615 | Time: 1649.94 ms [2021-06-13 19:26:33 main:581] : INFO : Epoch 2041 | loss: 0.0311458 | val_loss: 0.0311626 | Time: 1652.89 ms [2021-06-13 19:26:34 main:581] : INFO : Epoch 2042 | loss: 0.0311457 | val_loss: 0.0311634 | Time: 1649.02 ms [2021-06-13 19:26:36 main:581] : INFO : Epoch 2043 | loss: 0.0311451 | val_loss: 0.0311614 | Time: 1651.48 ms [2021-06-13 19:26:38 main:581] : INFO : Epoch 2044 | loss: 0.031145 | val_loss: 0.0311617 | Time: 1651.16 ms [2021-06-13 19:26:39 main:581] : INFO : Epoch 2045 | loss: 0.0311435 | val_loss: 0.0311606 | Time: 1652.36 ms [2021-06-13 19:26:41 main:581] : INFO : Epoch 2046 | loss: 0.0311443 | val_loss: 0.0311607 | Time: 1653.01 ms [2021-06-13 19:26:43 main:581] : INFO : Epoch 2047 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 1655.38 ms [2021-06-13 19:26:44 main:581] : INFO : Epoch 2048 | loss: 0.0311432 | val_loss: 0.0311595 | Time: 1654.24 ms [2021-06-13 19:26:44 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311595 [2021-06-13 19:26:44 main:610] : INFO : Saving end state to config to file [2021-06-13 19:26:44 main:615] : INFO : Success, exiting.. 19:26:44 (686737): 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)