Task 7615172
| Name | ParityModified-1631734119-18019-2_0 |
| Workunit | 5269421 |
| Created | 26 Sep 2021, 22:12:02 UTC |
| Sent | 30 Sep 2021, 7:41:15 UTC |
| Report deadline | 7 Oct 2021, 7:41:15 UTC |
| Received | 30 Sep 2021, 21:11:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 56 min 27 sec |
| CPU time | 56 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 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 | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1538 | loss: 0.031153 | val_loss: 0.0311665 | Time: 1635.18 ms [2021-09-30 15:56:53 main:581] : INFO : Epoch 1539 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 1644.21 ms [2021-09-30 15:56:54 main:581] : INFO : Epoch 1540 | loss: 0.0311514 | val_loss: 0.0311661 | Time: 1631.17 ms [2021-09-30 15:56:56 main:581] : INFO : Epoch 1541 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 1628.75 ms [2021-09-30 15:56:57 main:581] : INFO : Epoch 1542 | loss: 0.0311516 | val_loss: 0.0311645 | Time: 1633.86 ms [2021-09-30 15:56:59 main:581] : INFO : Epoch 1543 | loss: 0.0311504 | val_loss: 0.0311664 | Time: 1643.27 ms [2021-09-30 15:57:01 main:581] : INFO : Epoch 1544 | loss: 0.0311502 | val_loss: 0.0311667 | Time: 1658.45 ms [2021-09-30 15:57:02 main:581] : INFO : Epoch 1545 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 1626.67 ms [2021-09-30 15:57:04 main:581] : INFO : Epoch 1546 | loss: 0.0311512 | val_loss: 0.0311657 | Time: 1633.87 ms [2021-09-30 15:57:06 main:581] : INFO : Epoch 1547 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 1653.22 ms [2021-09-30 15:57:07 main:581] : INFO : Epoch 1548 | loss: 0.0311504 | val_loss: 0.0311661 | Time: 1656.43 ms [2021-09-30 15:57:09 main:581] : INFO : Epoch 1549 | loss: 0.0311504 | val_loss: 0.0311639 | Time: 1662.56 ms [2021-09-30 15:57:11 main:581] : INFO : Epoch 1550 | loss: 0.0311493 | val_loss: 0.0311645 | Time: 1662.25 ms [2021-09-30 15:57:12 main:581] : INFO : Epoch 1551 | loss: 0.031151 | val_loss: 0.0311658 | Time: 1658.52 ms [2021-09-30 15:57:14 main:581] : INFO : Epoch 1552 | loss: 0.0311521 | val_loss: 0.0311641 | Time: 1665.58 ms [2021-09-30 15:57:16 main:581] : INFO : Epoch 1553 | loss: 0.0311496 | val_loss: 0.0311647 | Time: 1658.79 ms [2021-09-30 15:57:17 main:581] : INFO : Epoch 1554 | loss: 0.031147 | val_loss: 0.0311655 | Time: 1633.69 ms [2021-09-30 15:57:19 main:581] : INFO : Epoch 1555 | loss: 0.0311473 | val_loss: 0.0311644 | Time: 1634.12 ms [2021-09-30 15:57:21 main:581] : INFO : Epoch 1556 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 1662.81 ms [2021-09-30 15:57:22 main:581] : INFO : Epoch 1557 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 1657.52 ms [2021-09-30 15:57:24 main:581] : INFO : Epoch 1558 | loss: 0.0311467 | val_loss: 0.0311665 | Time: 1655.32 ms [2021-09-30 15:57:26 main:581] : INFO : Epoch 1559 | loss: 0.0311464 | val_loss: 0.0311632 | Time: 1633.58 ms [2021-09-30 15:57:27 main:581] : INFO : Epoch 1560 | loss: 0.0311465 | val_loss: 0.0311661 | Time: 1655.45 ms [2021-09-30 15:57:29 main:581] : INFO : Epoch 1561 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 1630.63 ms [2021-09-30 15:57:30 main:581] : INFO : Epoch 1562 | loss: 0.0311464 | val_loss: 0.0311642 | Time: 1644.55 ms [2021-09-30 15:57:32 main:581] : INFO : Epoch 1563 | loss: 0.0311467 | val_loss: 0.0311631 | Time: 1659.42 ms [2021-09-30 15:57:34 main:581] : INFO : Epoch 1564 | loss: 0.0311457 | val_loss: 0.0311665 | Time: 1634.66 ms [2021-09-30 15:57:35 main:581] : INFO : Epoch 1565 | loss: 0.0311451 | val_loss: 0.0311633 | Time: 1613.02 ms [2021-09-30 15:57:37 main:581] : INFO : Epoch 1566 | loss: 0.031146 | val_loss: 0.0311645 | Time: 1639.78 ms [2021-09-30 15:57:39 main:581] : INFO : Epoch 1567 | loss: 0.0311462 | val_loss: 0.0311644 | Time: 1626.67 ms [2021-09-30 15:57:40 main:581] : INFO : Epoch 1568 | loss: 0.0311457 | val_loss: 0.0311634 | Time: 1589.39 ms [2021-09-30 15:57:42 main:581] : INFO : Epoch 1569 | loss: 0.0311438 | val_loss: 0.0311647 | Time: 1621.54 ms [2021-09-30 15:57:43 main:581] : INFO : Epoch 1570 | loss: 0.0311446 | val_loss: 0.0311634 | Time: 1623.45 ms [2021-09-30 15:57:45 main:581] : INFO : Epoch 1571 | loss: 0.0311447 | val_loss: 0.0311662 | Time: 1638.25 ms [2021-09-30 15:57:47 main:581] : INFO : Epoch 1572 | loss: 0.0311471 | val_loss: 0.0311638 | Time: 1647.92 ms [2021-09-30 15:57:48 main:581] : INFO : Epoch 1573 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 1651 ms [2021-09-30 15:57:50 main:581] : INFO : Epoch 1574 | loss: 0.0311449 | val_loss: 0.0311662 | Time: 1641.37 ms [2021-09-30 15:57:52 main:581] : INFO : Epoch 1575 | loss: 0.0311447 | val_loss: 0.031163 | Time: 1628.19 ms [2021-09-30 15:57:53 main:581] : INFO : Epoch 1576 | loss: 0.0311451 | val_loss: 0.0311655 | Time: 1621.04 ms [2021-09-30 15:57:55 main:581] : INFO : Epoch 1577 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 1627.81 ms [2021-09-30 15:57:57 main:581] : INFO : Epoch 1578 | loss: 0.0311491 | val_loss: 0.0311703 | Time: 1643.21 ms [2021-09-30 15:57:58 main:581] : INFO : Epoch 1579 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 1629.92 ms [2021-09-30 15:58:00 main:581] : INFO : Epoch 1580 | loss: 0.0311456 | val_loss: 0.0311632 | Time: 1657.72 ms [2021-09-30 15:58:02 main:581] : INFO : Epoch 1581 | loss: 0.031147 | val_loss: 0.0311596 | Time: 1664.36 ms [2021-09-30 15:58:03 main:581] : INFO : Epoch 1582 | loss: 0.0311442 | val_loss: 0.0311632 | Time: 1653.27 ms [2021-09-30 15:58:05 main:581] : INFO : Epoch 1583 | loss: 0.0311451 | val_loss: 0.0311644 | Time: 1654.73 ms [2021-09-30 15:58:06 main:581] : INFO : Epoch 1584 | loss: 0.0311448 | val_loss: 0.0311642 | Time: 1649.93 ms [2021-09-30 15:58:08 main:581] : INFO : Epoch 1585 | loss: 0.0311423 | val_loss: 0.031163 | Time: 1642.25 ms [2021-09-30 15:58:10 main:581] : INFO : Epoch 1586 | loss: 0.0311429 | val_loss: 0.0311668 | Time: 1645.41 ms [2021-09-30 15:58:11 main:581] : INFO : Epoch 1587 | loss: 0.0311424 | val_loss: 0.0311644 | Time: 1653.65 ms [2021-09-30 15:58:13 main:581] : INFO : Epoch 1588 | loss: 0.03114 | val_loss: 0.0311654 | Time: 1649.78 ms [2021-09-30 15:58:15 main:581] : INFO : Epoch 1589 | loss: 0.0311406 | val_loss: 0.0311679 | Time: 1645.22 ms [2021-09-30 15:58:16 main:581] : INFO : Epoch 1590 | loss: 0.0311395 | val_loss: 0.0311654 | Time: 1642.74 ms [2021-09-30 15:58:18 main:581] : INFO : Epoch 1591 | loss: 0.0311415 | val_loss: 0.0311644 | Time: 1632.53 ms [2021-09-30 15:58:20 main:581] : INFO : Epoch 1592 | loss: 0.0311427 | val_loss: 0.0311658 | Time: 1669.69 ms [2021-09-30 15:58:21 main:581] : INFO : Epoch 1593 | loss: 0.0311419 | val_loss: 0.0311705 | Time: 1646.84 ms [2021-09-30 15:58:23 main:581] : INFO : Epoch 1594 | loss: 0.0311422 | val_loss: 0.0311647 | Time: 1653.95 ms [2021-09-30 15:58:25 main:581] : INFO : Epoch 1595 | loss: 0.0311408 | val_loss: 0.0311646 | Time: 1669.49 ms [2021-09-30 15:58:26 main:581] : INFO : Epoch 1596 | loss: 0.0311423 | val_loss: 0.0311721 | Time: 1620.1 ms [2021-09-30 15:58:28 main:581] : INFO : Epoch 1597 | loss: 0.0311436 | val_loss: 0.0311658 | Time: 1662.93 ms [2021-09-30 15:58:30 main:581] : INFO : Epoch 1598 | loss: 0.0311406 | val_loss: 0.0311625 | Time: 1635.85 ms [2021-09-30 15:58:31 main:581] : INFO : Epoch 1599 | loss: 0.0311415 | val_loss: 0.0311679 | Time: 1645.82 ms [2021-09-30 15:58:33 main:581] : INFO : Epoch 1600 | loss: 0.0311428 | val_loss: 0.0311635 | Time: 1662.56 ms [2021-09-30 15:58:35 main:581] : INFO : Epoch 1601 | loss: 0.0311518 | val_loss: 0.0311672 | Time: 1633.47 ms [2021-09-30 15:58:36 main:581] : INFO : Epoch 1602 | loss: 0.0311536 | val_loss: 0.0311637 | Time: 1621.51 ms [2021-09-30 15:58:38 main:581] : INFO : Epoch 1603 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 1632.93 ms [2021-09-30 15:58:39 main:581] : INFO : Epoch 1604 | loss: 0.0311506 | val_loss: 0.0311633 | Time: 1635.09 ms [2021-09-30 15:58:41 main:581] : INFO : Epoch 1605 | loss: 0.0311511 | val_loss: 0.0311635 | Time: 1638.53 ms [2021-09-30 15:58:43 main:581] : INFO : Epoch 1606 | loss: 0.0311504 | val_loss: 0.0311685 | Time: 1638.41 ms [2021-09-30 15:58:44 main:581] : INFO : Epoch 1607 | loss: 0.031147 | val_loss: 0.0311686 | Time: 1647.13 ms [2021-09-30 15:58:46 main:581] : INFO : Epoch 1608 | loss: 0.0311484 | val_loss: 0.0311595 | Time: 1670.97 ms [2021-09-30 15:58:48 main:581] : INFO : Epoch 1609 | loss: 0.0311465 | val_loss: 0.0311657 | Time: 1662.17 ms [2021-09-30 15:58:49 main:581] : INFO : Epoch 1610 | loss: 0.0311454 | val_loss: 0.0311628 | Time: 1610.96 ms [2021-09-30 15:58:51 main:581] : INFO : Epoch 1611 | loss: 0.0311468 | val_loss: 0.0311699 | Time: 1670.19 ms [2021-09-30 15:58:53 main:581] : INFO : Epoch 1612 | loss: 0.0311456 | val_loss: 0.0311675 | Time: 1655.67 ms [2021-09-30 15:58:54 main:581] : INFO : Epoch 1613 | loss: 0.0311444 | val_loss: 0.0311661 | Time: 1677.96 ms [2021-09-30 15:58:56 main:581] : INFO : Epoch 1614 | loss: 0.0311434 | val_loss: 0.0311646 | Time: 1681.27 ms [2021-09-30 15:58:58 main:581] : INFO : Epoch 1615 | loss: 0.0311436 | val_loss: 0.0311662 | Time: 1657.68 ms [2021-09-30 15:58:59 main:581] : INFO : Epoch 1616 | loss: 0.031148 | val_loss: 0.0311639 | Time: 1622.68 ms [2021-09-30 15:59:01 main:581] : INFO : Epoch 1617 | loss: 0.0311448 | val_loss: 0.03116 | Time: 1660.97 ms [2021-09-30 15:59:03 main:581] : INFO : Epoch 1618 | loss: 0.0311441 | val_loss: 0.0311669 | Time: 1686.53 ms [2021-09-30 15:59:04 main:581] : INFO : Epoch 1619 | loss: 0.0311434 | val_loss: 0.0311581 | Time: 1665.43 ms [2021-09-30 15:59:06 main:581] : INFO : Epoch 1620 | loss: 0.0311436 | val_loss: 0.0311613 | Time: 1621.45 ms [2021-09-30 15:59:08 main:581] : INFO : Epoch 1621 | loss: 0.031142 | val_loss: 0.0311624 | Time: 1640.32 ms [2021-09-30 15:59:09 main:581] : INFO : Epoch 1622 | loss: 0.0311396 | val_loss: 0.0311624 | Time: 1628.64 ms [2021-09-30 15:59:11 main:581] : INFO : Epoch 1623 | loss: 0.0311388 | val_loss: 0.0311622 | Time: 1644.04 ms [2021-09-30 15:59:12 main:581] : INFO : Epoch 1624 | loss: 0.0311368 | val_loss: 0.0311616 | Time: 1641.75 ms [2021-09-30 15:59:14 main:581] : INFO : Epoch 1625 | loss: 0.0311377 | val_loss: 0.0311659 | Time: 1650.02 ms [2021-09-30 15:59:16 main:581] : INFO : Epoch 1626 | loss: 0.0311385 | val_loss: 0.0311627 | Time: 1663.87 ms [2021-09-30 15:59:17 main:581] : INFO : Epoch 1627 | loss: 0.0311402 | val_loss: 0.0311676 | Time: 1664.7 ms [2021-09-30 15:59:19 main:581] : INFO : Epoch 1628 | loss: 0.0311401 | val_loss: 0.0311729 | Time: 1643.29 ms [2021-09-30 15:59:21 main:581] : INFO : Epoch 1629 | loss: 0.0311428 | val_loss: 0.0311673 | Time: 1601.96 ms [2021-09-30 15:59:22 main:581] : INFO : Epoch 1630 | loss: 0.0311414 | val_loss: 0.0311651 | Time: 1665.94 ms [2021-09-30 15:59:24 main:581] : INFO : Epoch 1631 | loss: 0.0311416 | val_loss: 0.0311626 | Time: 1647.93 ms [2021-09-30 15:59:26 main:581] : INFO : Epoch 1632 | loss: 0.031141 | val_loss: 0.0311658 | Time: 1655.75 ms [2021-09-30 15:59:27 main:581] : INFO : Epoch 1633 | loss: 0.0311385 | val_loss: 0.0311643 | Time: 1630.75 ms [2021-09-30 15:59:29 main:581] : INFO : Epoch 1634 | loss: 0.03114 | val_loss: 0.0311628 | Time: 1638.87 ms [2021-09-30 15:59:31 main:581] : INFO : Epoch 1635 | loss: 0.0311429 | val_loss: 0.0311673 | Time: 1638.83 ms [2021-09-30 15:59:32 main:581] : INFO : Epoch 1636 | loss: 0.0311411 | val_loss: 0.0311684 | Time: 1634.88 ms [2021-09-30 15:59:34 main:581] : INFO : Epoch 1637 | loss: 0.0311401 | val_loss: 0.0311654 | Time: 1628.02 ms [2021-09-30 15:59:35 main:581] : INFO : Epoch 1638 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 1631.27 ms [2021-09-30 15:59:37 main:581] : INFO : Epoch 1639 | loss: 0.0311393 | val_loss: 0.0311613 | Time: 1607.23 ms [2021-09-30 15:59:39 main:581] : INFO : Epoch 1640 | loss: 0.0311384 | val_loss: 0.0311674 | Time: 1641.6 ms [2021-09-30 15:59:40 main:581] : INFO : Epoch 1641 | loss: 0.0311396 | val_loss: 0.0311644 | Time: 1624.9 ms [2021-09-30 15:59:42 main:581] : INFO : Epoch 1642 | loss: 0.0311388 | val_loss: 0.0311632 | Time: 1654.61 ms [2021-09-30 15:59:44 main:581] : INFO : Epoch 1643 | loss: 0.0311391 | val_loss: 0.0311631 | Time: 1635.51 ms [2021-09-30 15:59:45 main:581] : INFO : Epoch 1644 | loss: 0.0311392 | val_loss: 0.0311676 | Time: 1642.45 ms [2021-09-30 15:59:47 main:581] : INFO : Epoch 1645 | loss: 0.0311378 | val_loss: 0.0311632 | Time: 1655.46 ms [2021-09-30 15:59:49 main:581] : INFO : Epoch 1646 | loss: 0.0311385 | val_loss: 0.0311661 | Time: 1670.76 ms [2021-09-30 15:59:50 main:581] : INFO : Epoch 1647 | loss: 0.0311393 | val_loss: 0.031171 | Time: 1652.39 ms [2021-09-30 15:59:52 main:581] : INFO : Epoch 1648 | loss: 0.0311367 | val_loss: 0.0311663 | Time: 1645.67 ms [2021-09-30 15:59:54 main:581] : INFO : Epoch 1649 | loss: 0.0311355 | val_loss: 0.031166 | Time: 1670.99 ms [2021-09-30 15:59:55 main:581] : INFO : Epoch 1650 | loss: 0.0311352 | val_loss: 0.0311686 | Time: 1668.22 ms [2021-09-30 15:59:57 main:581] : INFO : Epoch 1651 | loss: 0.031142 | val_loss: 0.0311692 | Time: 1653.43 ms [2021-09-30 15:59:58 main:581] : INFO : Epoch 1652 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 1646.49 ms [2021-09-30 16:00:00 main:581] : INFO : Epoch 1653 | loss: 0.0311604 | val_loss: 0.0311632 | Time: 1675.89 ms [2021-09-30 16:00:02 main:581] : INFO : Epoch 1654 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 1664.69 ms [2021-09-30 16:00:03 main:581] : INFO : Epoch 1655 | loss: 0.0311558 | val_loss: 0.0311677 | Time: 1627.04 ms [2021-09-30 16:00:05 main:581] : INFO : Epoch 1656 | loss: 0.0311547 | val_loss: 0.0311671 | Time: 1664.74 ms [2021-09-30 16:00:07 main:581] : INFO : Epoch 1657 | loss: 0.0311547 | val_loss: 0.0311663 | Time: 1705.19 ms [2021-09-30 16:00:08 main:581] : INFO : Epoch 1658 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 1641.65 ms [2021-09-30 16:00:10 main:581] : INFO : Epoch 1659 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 1666.84 ms [2021-09-30 16:00:12 main:581] : INFO : Epoch 1660 | loss: 0.0311515 | val_loss: 0.0311679 | Time: 1656.23 ms [2021-09-30 16:00:13 main:581] : INFO : Epoch 1661 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 1654.8 ms [2021-09-30 16:00:15 main:581] : INFO : Epoch 1662 | loss: 0.0311498 | val_loss: 0.0311694 | Time: 1669.77 ms [2021-09-30 16:00:17 main:581] : INFO : Epoch 1663 | loss: 0.0311488 | val_loss: 0.0311645 | Time: 1654.85 ms [2021-09-30 16:00:18 main:581] : INFO : Epoch 1664 | loss: 0.0311478 | val_loss: 0.0311725 | Time: 1663.89 ms [2021-09-30 16:00:20 main:581] : INFO : Epoch 1665 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 1652.25 ms [2021-09-30 16:00:22 main:581] : INFO : Epoch 1666 | loss: 0.0311471 | val_loss: 0.0311678 | Time: 1648.57 ms [2021-09-30 16:00:23 main:581] : INFO : Epoch 1667 | loss: 0.0311461 | val_loss: 0.0311671 | Time: 1661.21 ms [2021-09-30 16:00:25 main:581] : INFO : Epoch 1668 | loss: 0.031146 | val_loss: 0.0311701 | Time: 1664.67 ms [2021-09-30 16:00:27 main:581] : INFO : Epoch 1669 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 1657.03 ms [2021-09-30 16:00:28 main:581] : INFO : Epoch 1670 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 1649.01 ms [2021-09-30 16:00:30 main:581] : INFO : Epoch 1671 | loss: 0.0311452 | val_loss: 0.0311681 | Time: 1636.05 ms [2021-09-30 16:00:32 main:581] : INFO : Epoch 1672 | loss: 0.0311444 | val_loss: 0.0311682 | Time: 1659.1 ms [2021-09-30 16:00:33 main:581] : INFO : Epoch 1673 | loss: 0.0311426 | val_loss: 0.0311673 | Time: 1664.16 ms [2021-09-30 16:00:35 main:581] : INFO : Epoch 1674 | loss: 0.0311428 | val_loss: 0.0311685 | Time: 1662.25 ms [2021-09-30 16:00:37 main:581] : INFO : Epoch 1675 | loss: 0.0311454 | val_loss: 0.031177 | Time: 1679.08 ms [2021-09-30 16:00:38 main:581] : INFO : Epoch 1676 | loss: 0.0311446 | val_loss: 0.0311699 | Time: 1669.01 ms [2021-09-30 16:00:40 main:581] : INFO : Epoch 1677 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 1656.65 ms [2021-09-30 16:00:42 main:581] : INFO : Epoch 1678 | loss: 0.0311419 | val_loss: 0.0311702 | Time: 1629 ms [2021-09-30 16:00:43 main:581] : INFO : Epoch 1679 | loss: 0.031141 | val_loss: 0.0311673 | Time: 1701.95 ms [2021-09-30 16:00:45 main:581] : INFO : Epoch 1680 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 1649.59 ms [2021-09-30 16:00:47 main:581] : INFO : Epoch 1681 | loss: 0.0311431 | val_loss: 0.0311725 | Time: 1646.33 ms [2021-09-30 16:00:48 main:581] : INFO : Epoch 1682 | loss: 0.0311405 | val_loss: 0.0311632 | Time: 1633.18 ms [2021-09-30 16:00:50 main:581] : INFO : Epoch 1683 | loss: 0.0311396 | val_loss: 0.0311676 | Time: 1674.82 ms [2021-09-30 16:00:52 main:581] : INFO : Epoch 1684 | loss: 0.0311424 | val_loss: 0.0311675 | Time: 1662.6 ms [2021-09-30 16:00:53 main:581] : INFO : Epoch 1685 | loss: 0.0311417 | val_loss: 0.0311654 | Time: 1676.87 ms [2021-09-30 16:00:55 main:581] : INFO : Epoch 1686 | loss: 0.0311416 | val_loss: 0.0311715 | Time: 1685.02 ms [2021-09-30 16:00:57 main:581] : INFO : Epoch 1687 | loss: 0.0311425 | val_loss: 0.0311661 | Time: 1667.77 ms [2021-09-30 16:00:58 main:581] : INFO : Epoch 1688 | loss: 0.0311406 | val_loss: 0.031168 | Time: 1681.62 ms [2021-09-30 16:01:00 main:581] : INFO : Epoch 1689 | loss: 0.0311404 | val_loss: 0.0311665 | Time: 1659.42 ms [2021-09-30 16:01:02 main:581] : INFO : Epoch 1690 | loss: 0.0311421 | val_loss: 0.0311732 | Time: 1672.49 ms [2021-09-30 16:01:03 main:581] : INFO : Epoch 1691 | loss: 0.0311475 | val_loss: 0.0311685 | Time: 1641.74 ms [2021-09-30 16:01:05 main:581] : INFO : Epoch 1692 | loss: 0.0311423 | val_loss: 0.0311697 | Time: 1631.68 ms [2021-09-30 16:01:07 main:581] : INFO : Epoch 1693 | loss: 0.0311411 | val_loss: 0.03117 | Time: 1658.55 ms [2021-09-30 16:01:08 main:581] : INFO : Epoch 1694 | loss: 0.0311416 | val_loss: 0.0311658 | Time: 1601.71 ms [2021-09-30 16:01:10 main:581] : INFO : Epoch 1695 | loss: 0.0311414 | val_loss: 0.0311708 | Time: 1645.28 ms [2021-09-30 16:01:11 main:581] : INFO : Epoch 1696 | loss: 0.0311385 | val_loss: 0.0311686 | Time: 1616.19 ms [2021-09-30 16:01:13 main:581] : INFO : Epoch 1697 | loss: 0.0311409 | val_loss: 0.0311687 | Time: 1639.42 ms [2021-09-30 16:01:15 main:581] : INFO : Epoch 1698 | loss: 0.0311386 | val_loss: 0.0311692 | Time: 1636.56 ms [2021-09-30 16:01:16 main:581] : INFO : Epoch 1699 | loss: 0.0311399 | val_loss: 0.0311693 | Time: 1610.84 ms [2021-09-30 16:01:18 main:581] : INFO : Epoch 1700 | loss: 0.0311391 | val_loss: 0.0311747 | Time: 1645.34 ms [2021-09-30 16:01:20 main:581] : INFO : Epoch 1701 | loss: 0.0311401 | val_loss: 0.0311697 | Time: 1634.25 ms [2021-09-30 16:01:21 main:581] : INFO : Epoch 1702 | loss: 0.0311393 | val_loss: 0.0311692 | Time: 1613.53 ms [2021-09-30 16:01:23 main:581] : INFO : Epoch 1703 | loss: 0.0311382 | val_loss: 0.0311689 | Time: 1610.44 ms [2021-09-30 16:01:24 main:581] : INFO : Epoch 1704 | loss: 0.0311379 | val_loss: 0.0311665 | Time: 1631.64 ms [2021-09-30 16:01:26 main:581] : INFO : Epoch 1705 | loss: 0.0311388 | val_loss: 0.0311693 | Time: 1620.21 ms [2021-09-30 16:01:28 main:581] : INFO : Epoch 1706 | loss: 0.0311366 | val_loss: 0.0311757 | Time: 1626.6 ms [2021-09-30 16:01:29 main:581] : INFO : Epoch 1707 | loss: 0.0311359 | val_loss: 0.0311719 | Time: 1642.72 ms [2021-09-30 16:01:31 main:581] : INFO : Epoch 1708 | loss: 0.0311382 | val_loss: 0.0311734 | Time: 1612.09 ms [2021-09-30 16:01:33 main:581] : INFO : Epoch 1709 | loss: 0.0311412 | val_loss: 0.0311708 | Time: 1638.68 ms [2021-09-30 16:01:34 main:581] : INFO : Epoch 1710 | loss: 0.031139 | val_loss: 0.0311744 | Time: 1638.98 ms [2021-09-30 16:01:36 main:581] : INFO : Epoch 1711 | loss: 0.0311442 | val_loss: 0.031165 | Time: 1647.91 ms [2021-09-30 16:01:38 main:581] : INFO : Epoch 1712 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 1628.23 ms [2021-09-30 16:01:39 main:581] : INFO : Epoch 1713 | loss: 0.0311466 | val_loss: 0.0311718 | Time: 1640.36 ms [2021-09-30 16:01:41 main:581] : INFO : Epoch 1714 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 1644.09 ms [2021-09-30 16:01:42 main:581] : INFO : Epoch 1715 | loss: 0.0311439 | val_loss: 0.0311669 | Time: 1642.9 ms [2021-09-30 16:01:44 main:581] : INFO : Epoch 1716 | loss: 0.0311408 | val_loss: 0.0311679 | Time: 1643.81 ms [2021-09-30 16:01:46 main:581] : INFO : Epoch 1717 | loss: 0.0311405 | val_loss: 0.0311679 | Time: 1640.51 ms [2021-09-30 16:01:47 main:581] : INFO : Epoch 1718 | loss: 0.0311405 | val_loss: 0.0311684 | Time: 1657.13 ms [2021-09-30 16:01:49 main:581] : INFO : Epoch 1719 | loss: 0.031139 | val_loss: 0.0311686 | Time: 1627.89 ms [2021-09-30 16:01:51 main:581] : INFO : Epoch 1720 | loss: 0.0311378 | val_loss: 0.0311671 | Time: 1636.87 ms [2021-09-30 16:01:52 main:581] : INFO : Epoch 1721 | loss: 0.0311403 | val_loss: 0.0311728 | Time: 1653.74 ms [2021-09-30 16:01:54 main:581] : INFO : Epoch 1722 | loss: 0.0311391 | val_loss: 0.0311674 | Time: 1614.15 ms [2021-09-30 16:01:56 main:581] : INFO : Epoch 1723 | loss: 0.0311405 | val_loss: 0.0311697 | Time: 1674.19 ms [2021-09-30 16:01:57 main:581] : INFO : Epoch 1724 | loss: 0.0311399 | val_loss: 0.0311727 | Time: 1663.55 ms [2021-09-30 16:01:59 main:581] : INFO : Epoch 1725 | loss: 0.031142 | val_loss: 0.0311694 | Time: 1655.11 ms [2021-09-30 16:02:01 main:581] : INFO : Epoch 1726 | loss: 0.0311387 | val_loss: 0.031169 | Time: 1637.91 ms [2021-09-30 16:02:02 main:581] : INFO : Epoch 1727 | loss: 0.0311365 | val_loss: 0.0311701 | Time: 1650.88 ms [2021-09-30 16:02:04 main:581] : INFO : Epoch 1728 | loss: 0.0311355 | val_loss: 0.0311697 | Time: 1667.82 ms [2021-09-30 16:02:06 main:581] : INFO : Epoch 1729 | loss: 0.0311387 | val_loss: 0.0311701 | Time: 1652.98 ms [2021-09-30 16:02:07 main:581] : INFO : Epoch 1730 | loss: 0.0311392 | val_loss: 0.031169 | Time: 1628.34 ms [2021-09-30 16:02:09 main:581] : INFO : Epoch 1731 | loss: 0.0311364 | val_loss: 0.0311669 | Time: 1648.67 ms [2021-09-30 16:02:10 main:581] : INFO : Epoch 1732 | loss: 0.0311362 | val_loss: 0.0311694 | Time: 1613.18 ms [2021-09-30 16:02:12 main:581] : INFO : Epoch 1733 | loss: 0.0311361 | val_loss: 0.0311659 | Time: 1656.09 ms [2021-09-30 16:02:14 main:581] : INFO : Epoch 1734 | loss: 0.0311342 | val_loss: 0.0311656 | Time: 1640.15 ms [2021-09-30 16:02:15 main:581] : INFO : Epoch 1735 | loss: 0.0311336 | val_loss: 0.0311711 | Time: 1636.72 ms [2021-09-30 16:02:17 main:581] : INFO : Epoch 1736 | loss: 0.0311348 | val_loss: 0.0311721 | Time: 1635.56 ms [2021-09-30 16:02:19 main:581] : INFO : Epoch 1737 | loss: 0.0311321 | val_loss: 0.0311682 | Time: 1626.91 ms [2021-09-30 16:02:20 main:581] : INFO : Epoch 1738 | loss: 0.031133 | val_loss: 0.0311705 | Time: 1625.97 ms [2021-09-30 16:02:22 main:581] : INFO : Epoch 1739 | loss: 0.0311346 | val_loss: 0.031168 | Time: 1629.84 ms [2021-09-30 16:02:24 main:581] : INFO : Epoch 1740 | loss: 0.0311344 | val_loss: 0.031174 | Time: 1645.43 ms [2021-09-30 16:02:25 main:581] : INFO : Epoch 1741 | loss: 0.0311381 | val_loss: 0.031172 | Time: 1642.14 ms [2021-09-30 16:02:27 main:581] : INFO : Epoch 1742 | loss: 0.0311355 | val_loss: 0.0311699 | Time: 1636.1 ms [2021-09-30 16:02:28 main:581] : INFO : Epoch 1743 | loss: 0.0311364 | val_loss: 0.03117 | Time: 1605.79 ms [2021-09-30 16:02:30 main:581] : INFO : Epoch 1744 | loss: 0.0311346 | val_loss: 0.0311713 | Time: 1615.36 ms [2021-09-30 16:02:32 main:581] : INFO : Epoch 1745 | loss: 0.0311351 | val_loss: 0.0311687 | Time: 1643.11 ms [2021-09-30 16:02:33 main:581] : INFO : Epoch 1746 | loss: 0.0311327 | val_loss: 0.0311692 | Time: 1659.32 ms [2021-09-30 16:02:35 main:581] : INFO : Epoch 1747 | loss: 0.0311333 | val_loss: 0.0311674 | Time: 1630.86 ms [2021-09-30 16:02:37 main:581] : INFO : Epoch 1748 | loss: 0.0311319 | val_loss: 0.031173 | Time: 1636.98 ms [2021-09-30 16:02:38 main:581] : INFO : Epoch 1749 | loss: 0.031132 | val_loss: 0.0311679 | Time: 1639.24 ms [2021-09-30 16:02:40 main:581] : INFO : Epoch 1750 | loss: 0.0311333 | val_loss: 0.0311748 | Time: 1637.14 ms [2021-09-30 16:02:42 main:581] : INFO : Epoch 1751 | loss: 0.031133 | val_loss: 0.0311691 | Time: 1641.42 ms [2021-09-30 16:02:43 main:581] : INFO : Epoch 1752 | loss: 0.0311334 | val_loss: 0.0311719 | Time: 1634.21 ms [2021-09-30 16:02:45 main:581] : INFO : Epoch 1753 | loss: 0.031131 | val_loss: 0.0311709 | Time: 1668.04 ms [2021-09-30 16:02:46 main:581] : INFO : Epoch 1754 | loss: 0.0311322 | val_loss: 0.0311691 | Time: 1642.18 ms [2021-09-30 16:02:48 main:581] : INFO : Epoch 1755 | loss: 0.0311296 | val_loss: 0.0311684 | Time: 1652.41 ms [2021-09-30 16:02:50 main:581] : INFO : Epoch 1756 | loss: 0.0311287 | val_loss: 0.0311745 | Time: 1648.86 ms [2021-09-30 16:02:51 main:581] : INFO : Epoch 1757 | loss: 0.0311297 | val_loss: 0.0311755 | Time: 1600.85 ms [2021-09-30 16:02:53 main:581] : INFO : Epoch 1758 | loss: 0.0311312 | val_loss: 0.0311737 | Time: 1691.1 ms [2021-09-30 16:02:55 main:581] : INFO : Epoch 1759 | loss: 0.0311313 | val_loss: 0.0311729 | Time: 1640.06 ms [2021-09-30 16:02:56 main:581] : INFO : Epoch 1760 | loss: 0.0311297 | val_loss: 0.0311678 | Time: 1670.03 ms [2021-09-30 16:02:58 main:581] : INFO : Epoch 1761 | loss: 0.0311289 | val_loss: 0.0311712 | Time: 1647.38 ms [2021-09-30 16:03:00 main:581] : INFO : Epoch 1762 | loss: 0.0311343 | val_loss: 0.0311715 | Time: 1624.08 ms [2021-09-30 16:03:01 main:581] : INFO : Epoch 1763 | loss: 0.0311339 | val_loss: 0.0311682 | Time: 1644.84 ms [2021-09-30 16:03:03 main:581] : INFO : Epoch 1764 | loss: 0.0311359 | val_loss: 0.0311716 | Time: 1673.9 ms [2021-09-30 16:03:05 main:581] : INFO : Epoch 1765 | loss: 0.0311342 | val_loss: 0.0311722 | Time: 1661.39 ms [2021-09-30 16:03:06 main:581] : INFO : Epoch 1766 | loss: 0.0311318 | val_loss: 0.0311748 | Time: 1661.56 ms [2021-09-30 16:03:08 main:581] : INFO : Epoch 1767 | loss: 0.0311322 | val_loss: 0.0311713 | Time: 1649.1 ms [2021-09-30 16:03:10 main:581] : INFO : Epoch 1768 | loss: 0.0311321 | val_loss: 0.0311721 | Time: 1632.14 ms [2021-09-30 16:03:11 main:581] : INFO : Epoch 1769 | loss: 0.0311325 | val_loss: 0.03117 | Time: 1627.37 ms [2021-09-30 16:03:13 main:581] : INFO : Epoch 1770 | loss: 0.0311325 | val_loss: 0.0311681 | Time: 1631.71 ms [2021-09-30 16:03:14 main:581] : INFO : Epoch 1771 | loss: 0.0311318 | val_loss: 0.0311685 | Time: 1664.99 ms [2021-09-30 16:03:16 main:581] : INFO : Epoch 1772 | loss: 0.0311309 | val_loss: 0.0311709 | Time: 1671.72 ms [2021-09-30 16:03:18 main:581] : INFO : Epoch 1773 | loss: 0.0311301 | val_loss: 0.0311691 | Time: 1652.7 ms [2021-09-30 16:03:19 main:581] : INFO : Epoch 1774 | loss: 0.0311287 | val_loss: 0.0311714 | Time: 1674.15 ms [2021-09-30 16:03:21 main:581] : INFO : Epoch 1775 | loss: 0.0311341 | val_loss: 0.0311705 | Time: 1618.61 ms [2021-09-30 16:03:23 main:581] : INFO : Epoch 1776 | loss: 0.0311372 | val_loss: 0.0311707 | Time: 1646.31 ms [2021-09-30 16:03:24 main:581] : INFO : Epoch 1777 | loss: 0.0311357 | val_loss: 0.0311696 | Time: 1685.3 ms [2021-09-30 16:03:26 main:581] : INFO : Epoch 1778 | loss: 0.0311384 | val_loss: 0.0311704 | Time: 1650.04 ms [2021-09-30 16:03:28 main:581] : INFO : Epoch 1779 | loss: 0.0311361 | val_loss: 0.0311743 | Time: 1630.92 ms [2021-09-30 16:03:29 main:581] : INFO : Epoch 1780 | loss: 0.0311371 | val_loss: 0.0311684 | Time: 1624.96 ms [2021-09-30 16:03:31 main:581] : INFO : Epoch 1781 | loss: 0.0311346 | val_loss: 0.0311723 | Time: 1627.45 ms [2021-09-30 16:03:33 main:581] : INFO : Epoch 1782 | loss: 0.0311326 | val_loss: 0.0311719 | Time: 1684.85 ms [2021-09-30 16:03:34 main:581] : INFO : Epoch 1783 | loss: 0.0311315 | val_loss: 0.0311707 | Time: 1646.26 ms [2021-09-30 16:03:36 main:581] : INFO : Epoch 1784 | loss: 0.0311332 | val_loss: 0.0311729 | Time: 1636.77 ms [2021-09-30 16:03:38 main:581] : INFO : Epoch 1785 | loss: 0.0311329 | val_loss: 0.0311713 | Time: 1619.83 ms [2021-09-30 16:03:39 main:581] : INFO : Epoch 1786 | loss: 0.0311335 | val_loss: 0.0311662 | Time: 1631.32 ms [2021-09-30 16:03:41 main:581] : INFO : Epoch 1787 | loss: 0.0311327 | val_loss: 0.0311718 | Time: 1644.39 ms [2021-09-30 16:03:43 main:581] : INFO : Epoch 1788 | loss: 0.0311328 | val_loss: 0.0311697 | Time: 1682.85 ms [2021-09-30 16:03:44 main:581] : INFO : Epoch 1789 | loss: 0.0311304 | val_loss: 0.0311704 | Time: 1663.91 ms [2021-09-30 16:03:46 main:581] : INFO : Epoch 1790 | loss: 0.0311328 | val_loss: 0.0311674 | Time: 1619.07 ms [2021-09-30 16:03:47 main:581] : INFO : Epoch 1791 | loss: 0.0311334 | val_loss: 0.0311728 | Time: 1654.02 ms [2021-09-30 16:03:49 main:581] : INFO : Epoch 1792 | loss: 0.0311372 | val_loss: 0.0311693 | Time: 1648.15 ms [2021-09-30 16:03:51 main:581] : INFO : Epoch 1793 | loss: 0.0311352 | val_loss: 0.0311648 | Time: 1643.98 ms [2021-09-30 16:03:52 main:581] : INFO : Epoch 1794 | loss: 0.0311314 | val_loss: 0.0311667 | Time: 1604.33 ms [2021-09-30 16:03:54 main:581] : INFO : Epoch 1795 | loss: 0.0311321 | val_loss: 0.0311681 | Time: 1622.88 ms [2021-09-30 16:03:56 main:581] : INFO : Epoch 1796 | loss: 0.0311393 | val_loss: 0.0311723 | Time: 1618.9 ms [2021-09-30 16:03:57 main:581] : INFO : Epoch 1797 | loss: 0.0311354 | val_loss: 0.031169 | Time: 1641.83 ms [2021-09-30 16:03:59 main:581] : INFO : Epoch 1798 | loss: 0.0311406 | val_loss: 0.0311662 | Time: 1616.79 ms [2021-09-30 16:04:00 main:581] : INFO : Epoch 1799 | loss: 0.0311398 | val_loss: 0.0311673 | Time: 1641.29 ms [2021-09-30 16:04:02 main:581] : INFO : Epoch 1800 | loss: 0.0311394 | val_loss: 0.0311697 | Time: 1635.45 ms [2021-09-30 16:04:04 main:581] : INFO : Epoch 1801 | loss: 0.0311387 | val_loss: 0.0311667 | Time: 1662.09 ms [2021-09-30 16:04:05 main:581] : INFO : Epoch 1802 | loss: 0.0311361 | val_loss: 0.0311674 | Time: 1627.96 ms [2021-09-30 16:04:07 main:581] : INFO : Epoch 1803 | loss: 0.0311361 | val_loss: 0.0311662 | Time: 1640.09 ms [2021-09-30 16:04:09 main:581] : INFO : Epoch 1804 | loss: 0.0311358 | val_loss: 0.03117 | Time: 1648.45 ms [2021-09-30 16:04:10 main:581] : INFO : Epoch 1805 | loss: 0.0311348 | val_loss: 0.0311689 | Time: 1639.88 ms [2021-09-30 16:04:12 main:581] : INFO : Epoch 1806 | loss: 0.031136 | val_loss: 0.0311712 | Time: 1647.48 ms [2021-09-30 16:04:14 main:581] : INFO : Epoch 1807 | loss: 0.0311406 | val_loss: 0.0311652 | Time: 1665.3 ms [2021-09-30 16:04:15 main:581] : INFO : Epoch 1808 | loss: 0.0311402 | val_loss: 0.0311667 | Time: 1649.05 ms [2021-09-30 16:04:17 main:581] : INFO : Epoch 1809 | loss: 0.0311407 | val_loss: 0.0311675 | Time: 1681.33 ms [2021-09-30 16:04:19 main:581] : INFO : Epoch 1810 | loss: 0.0311404 | val_loss: 0.0311656 | Time: 1638.78 ms [2021-09-30 16:04:20 main:581] : INFO : Epoch 1811 | loss: 0.0311397 | val_loss: 0.0311648 | Time: 1655.38 ms [2021-09-30 16:04:22 main:581] : INFO : Epoch 1812 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 1654.07 ms [2021-09-30 16:04:24 main:581] : INFO : Epoch 1813 | loss: 0.0311367 | val_loss: 0.0311714 | Time: 1679.25 ms [2021-09-30 16:04:25 main:581] : INFO : Epoch 1814 | loss: 0.0311384 | val_loss: 0.0311666 | Time: 1657.42 ms [2021-09-30 16:04:27 main:581] : INFO : Epoch 1815 | loss: 0.0311349 | val_loss: 0.0311662 | Time: 1629.11 ms [2021-09-30 16:04:29 main:581] : INFO : Epoch 1816 | loss: 0.0311369 | val_loss: 0.0311593 | Time: 1602.23 ms [2021-09-30 16:04:30 main:581] : INFO : Epoch 1817 | loss: 0.0311369 | val_loss: 0.0311643 | Time: 1611.69 ms [2021-09-30 16:04:32 main:581] : INFO : Epoch 1818 | loss: 0.0311349 | val_loss: 0.0311632 | Time: 1594.8 ms [2021-09-30 16:04:33 main:581] : INFO : Epoch 1819 | loss: 0.0311369 | val_loss: 0.0311635 | Time: 1617.96 ms [2021-09-30 16:04:35 main:581] : INFO : Epoch 1820 | loss: 0.0311368 | val_loss: 0.031168 | Time: 1642.75 ms [2021-09-30 16:04:37 main:581] : INFO : Epoch 1821 | loss: 0.031136 | val_loss: 0.0311662 | Time: 1639.62 ms [2021-09-30 16:04:38 main:581] : INFO : Epoch 1822 | loss: 0.0311393 | val_loss: 0.0311679 | Time: 1640.48 ms [2021-09-30 16:04:40 main:581] : INFO : Epoch 1823 | loss: 0.0311386 | val_loss: 0.0311647 | Time: 1629.74 ms [2021-09-30 16:04:41 main:581] : INFO : Epoch 1824 | loss: 0.0311338 | val_loss: 0.0311657 | Time: 1609.7 ms [2021-09-30 16:04:43 main:581] : INFO : Epoch 1825 | loss: 0.0311361 | val_loss: 0.031167 | Time: 1639.53 ms [2021-09-30 16:04:45 main:581] : INFO : Epoch 1826 | loss: 0.0311363 | val_loss: 0.0311662 | Time: 1615.33 ms [2021-09-30 16:04:46 main:581] : INFO : Epoch 1827 | loss: 0.031133 | val_loss: 0.0311644 | Time: 1630.97 ms [2021-09-30 16:04:48 main:581] : INFO : Epoch 1828 | loss: 0.0311329 | val_loss: 0.031168 | Time: 1646.25 ms [2021-09-30 16:04:50 main:581] : INFO : Epoch 1829 | loss: 0.0311403 | val_loss: 0.0311614 | Time: 1637.68 ms [2021-09-30 16:04:51 main:581] : INFO : Epoch 1830 | loss: 0.0311393 | val_loss: 0.0311637 | Time: 1633.16 ms [2021-09-30 16:04:53 main:581] : INFO : Epoch 1831 | loss: 0.0311422 | val_loss: 0.0311689 | Time: 1635.43 ms [2021-09-30 16:04:55 main:581] : INFO : Epoch 1832 | loss: 0.0311442 | val_loss: 0.0311628 | Time: 1624.82 ms [2021-09-30 16:04:56 main:581] : INFO : Epoch 1833 | loss: 0.0311433 | val_loss: 0.0311617 | Time: 1643.67 ms [2021-09-30 16:04:58 main:581] : INFO : Epoch 1834 | loss: 0.0311426 | val_loss: 0.0311631 | Time: 1644.26 ms [2021-09-30 16:04:59 main:581] : INFO : Epoch 1835 | loss: 0.0311381 | val_loss: 0.0311637 | Time: 1637.39 ms [2021-09-30 16:05:01 main:581] : INFO : Epoch 1836 | loss: 0.0311371 | val_loss: 0.0311667 | Time: 1632.57 ms [2021-09-30 16:05:03 main:581] : INFO : Epoch 1837 | loss: 0.0311365 | val_loss: 0.0311666 | Time: 1639.15 ms [2021-09-30 16:05:04 main:581] : INFO : Epoch 1838 | loss: 0.0311387 | val_loss: 0.0311721 | Time: 1650.58 ms [2021-09-30 16:05:06 main:581] : INFO : Epoch 1839 | loss: 0.0311383 | val_loss: 0.0311698 | Time: 1626.71 ms [2021-09-30 16:05:08 main:581] : INFO : Epoch 1840 | loss: 0.0311353 | val_loss: 0.0311648 | Time: 1637.19 ms [2021-09-30 16:05:09 main:581] : INFO : Epoch 1841 | loss: 0.0311317 | val_loss: 0.0311657 | Time: 1634.34 ms [2021-09-30 16:05:11 main:581] : INFO : Epoch 1842 | loss: 0.0311321 | val_loss: 0.0311703 | Time: 1661.73 ms [2021-09-30 16:05:13 main:581] : INFO : Epoch 1843 | loss: 0.0311345 | val_loss: 0.031168 | Time: 1670.62 ms [2021-09-30 16:05:14 main:581] : INFO : Epoch 1844 | loss: 0.0311302 | val_loss: 0.0311657 | Time: 1663.21 ms [2021-09-30 16:05:16 main:581] : INFO : Epoch 1845 | loss: 0.0311285 | val_loss: 0.0311679 | Time: 1677.84 ms [2021-09-30 16:05:18 main:581] : INFO : Epoch 1846 | loss: 0.0311299 | val_loss: 0.0311687 | Time: 1669.94 ms [2021-09-30 16:05:19 main:581] : INFO : Epoch 1847 | loss: 0.0311306 | val_loss: 0.031165 | Time: 1656.48 ms [2021-09-30 16:05:21 main:581] : INFO : Epoch 1848 | loss: 0.0311306 | val_loss: 0.0311664 | Time: 1642.53 ms [2021-09-30 16:05:23 main:581] : INFO : Epoch 1849 | loss: 0.0311311 | val_loss: 0.0311657 | Time: 1674.17 ms [2021-09-30 16:05:24 main:581] : INFO : Epoch 1850 | loss: 0.0311295 | val_loss: 0.031163 | Time: 1682.44 ms [2021-09-30 16:05:26 main:581] : INFO : Epoch 1851 | loss: 0.0311319 | val_loss: 0.0311643 | Time: 1703.06 ms [2021-09-30 16:05:28 main:581] : INFO : Epoch 1852 | loss: 0.0311321 | val_loss: 0.031169 | Time: 1652.65 ms [2021-09-30 16:05:29 main:581] : INFO : Epoch 1853 | loss: 0.0311299 | val_loss: 0.0311637 | Time: 1696.04 ms [2021-09-30 16:05:31 main:581] : INFO : Epoch 1854 | loss: 0.0311314 | val_loss: 0.0311583 | Time: 1670.57 ms [2021-09-30 16:05:33 main:581] : INFO : Epoch 1855 | loss: 0.0311303 | val_loss: 0.0311684 | Time: 1648.39 ms [2021-09-30 16:05:34 main:581] : INFO : Epoch 1856 | loss: 0.0311314 | val_loss: 0.0311671 | Time: 1658.65 ms [2021-09-30 16:05:36 main:581] : INFO : Epoch 1857 | loss: 0.0311333 | val_loss: 0.0311627 | Time: 1671.02 ms [2021-09-30 16:05:38 main:581] : INFO : Epoch 1858 | loss: 0.0311318 | val_loss: 0.0311646 | Time: 1678.7 ms [2021-09-30 16:05:39 main:581] : INFO : Epoch 1859 | loss: 0.0311324 | val_loss: 0.0311715 | Time: 1666.65 ms [2021-09-30 16:05:41 main:581] : INFO : Epoch 1860 | loss: 0.0311339 | val_loss: 0.031165 | Time: 1685.54 ms [2021-09-30 16:05:43 main:581] : INFO : Epoch 1861 | loss: 0.0311316 | val_loss: 0.0311629 | Time: 1669.93 ms [2021-09-30 16:05:44 main:581] : INFO : Epoch 1862 | loss: 0.0311311 | val_loss: 0.0311645 | Time: 1697.59 ms [2021-09-30 16:05:46 main:581] : INFO : Epoch 1863 | loss: 0.0311363 | val_loss: 0.0311651 | Time: 1684.29 ms [2021-09-30 16:05:48 main:581] : INFO : Epoch 1864 | loss: 0.0311344 | val_loss: 0.031169 | Time: 1674.49 ms [2021-09-30 16:05:49 main:581] : INFO : Epoch 1865 | loss: 0.0311309 | val_loss: 0.0311725 | Time: 1667.69 ms [2021-09-30 16:05:51 main:581] : INFO : Epoch 1866 | loss: 0.0311331 | val_loss: 0.0311711 | Time: 1657.46 ms [2021-09-30 16:05:53 main:581] : INFO : Epoch 1867 | loss: 0.0311285 | val_loss: 0.0311709 | Time: 1631.25 ms [2021-09-30 16:05:54 main:581] : INFO : Epoch 1868 | loss: 0.0311296 | val_loss: 0.0311682 | Time: 1653.76 ms [2021-09-30 16:05:56 main:581] : INFO : Epoch 1869 | loss: 0.031131 | val_loss: 0.0311718 | Time: 1657.62 ms [2021-09-30 16:05:58 main:581] : INFO : Epoch 1870 | loss: 0.0311306 | val_loss: 0.0311672 | Time: 1638.58 ms [2021-09-30 16:05:59 main:581] : INFO : Epoch 1871 | loss: 0.0311302 | val_loss: 0.0311692 | Time: 1617.57 ms [2021-09-30 16:06:01 main:581] : INFO : Epoch 1872 | loss: 0.0311287 | val_loss: 0.0311677 | Time: 1616.54 ms [2021-09-30 16:06:03 main:581] : INFO : Epoch 1873 | loss: 0.0311337 | val_loss: 0.0311657 | Time: 1656.38 ms [2021-09-30 16:06:04 main:581] : INFO : Epoch 1874 | loss: 0.0311352 | val_loss: 0.0311623 | Time: 1674.01 ms [2021-09-30 16:06:06 main:581] : INFO : Epoch 1875 | loss: 0.0311332 | val_loss: 0.0311602 | Time: 1638.43 ms [2021-09-30 16:06:08 main:581] : INFO : Epoch 1876 | loss: 0.0311327 | val_loss: 0.0311644 | Time: 1635.59 ms [2021-09-30 16:06:09 main:581] : INFO : Epoch 1877 | loss: 0.0311337 | val_loss: 0.0311606 | Time: 1637.1 ms [2021-09-30 16:06:11 main:581] : INFO : Epoch 1878 | loss: 0.031133 | val_loss: 0.0311616 | Time: 1640.95 ms [2021-09-30 16:06:12 main:581] : INFO : Epoch 1879 | loss: 0.0311306 | val_loss: 0.0311669 | Time: 1647.11 ms [2021-09-30 16:06:14 main:581] : INFO : Epoch 1880 | loss: 0.0311303 | val_loss: 0.0311651 | Time: 1661.81 ms [2021-09-30 16:06:16 main:581] : INFO : Epoch 1881 | loss: 0.0311313 | val_loss: 0.0311644 | Time: 1677.55 ms [2021-09-30 16:06:17 main:581] : INFO : Epoch 1882 | loss: 0.0311281 | val_loss: 0.0311656 | Time: 1660.94 ms [2021-09-30 16:06:19 main:581] : INFO : Epoch 1883 | loss: 0.0311275 | val_loss: 0.0311685 | Time: 1651.61 ms [2021-09-30 16:06:21 main:581] : INFO : Epoch 1884 | loss: 0.0311282 | val_loss: 0.0311627 | Time: 1662.94 ms [2021-09-30 16:06:22 main:581] : INFO : Epoch 1885 | loss: 0.0311281 | val_loss: 0.0311635 | Time: 1645.46 ms [2021-09-30 16:06:24 main:581] : INFO : Epoch 1886 | loss: 0.0311265 | val_loss: 0.0311648 | Time: 1642.66 ms [2021-09-30 16:06:26 main:581] : INFO : Epoch 1887 | loss: 0.0311273 | val_loss: 0.0311675 | Time: 1633.72 ms [2021-09-30 16:06:27 main:581] : INFO : Epoch 1888 | loss: 0.0311307 | val_loss: 0.0311733 | Time: 1658.26 ms [2021-09-30 16:06:29 main:581] : INFO : Epoch 1889 | loss: 0.031131 | val_loss: 0.0311646 | Time: 1670.62 ms [2021-09-30 16:06:31 main:581] : INFO : Epoch 1890 | loss: 0.0311294 | val_loss: 0.0311675 | Time: 1690.19 ms [2021-09-30 16:06:32 main:581] : INFO : Epoch 1891 | loss: 0.0311305 | val_loss: 0.0311664 | Time: 1654.42 ms [2021-09-30 16:06:34 main:581] : INFO : Epoch 1892 | loss: 0.0311286 | val_loss: 0.0311673 | Time: 1659.18 ms [2021-09-30 16:06:36 main:581] : INFO : Epoch 1893 | loss: 0.0311322 | val_loss: 0.0311689 | Time: 1636.92 ms [2021-09-30 16:06:37 main:581] : INFO : Epoch 1894 | loss: 0.0311312 | val_loss: 0.0311632 | Time: 1634.27 ms [2021-09-30 16:06:39 main:581] : INFO : Epoch 1895 | loss: 0.0311286 | val_loss: 0.0311627 | Time: 1624.83 ms [2021-09-30 16:06:41 main:581] : INFO : Epoch 1896 | loss: 0.0311306 | val_loss: 0.0311597 | Time: 1616.86 ms [2021-09-30 16:06:42 main:581] : INFO : Epoch 1897 | loss: 0.031134 | val_loss: 0.0311701 | Time: 1614.76 ms [2021-09-30 16:06:44 main:581] : INFO : Epoch 1898 | loss: 0.0311294 | val_loss: 0.0311674 | Time: 1611.05 ms [2021-09-30 16:06:45 main:581] : INFO : Epoch 1899 | loss: 0.0311256 | val_loss: 0.0311615 | Time: 1601.95 ms [2021-09-30 16:06:47 main:581] : INFO : Epoch 1900 | loss: 0.0311253 | val_loss: 0.0311631 | Time: 1599.3 ms [2021-09-30 16:06:49 main:581] : INFO : Epoch 1901 | loss: 0.031122 | val_loss: 0.0311621 | Time: 1602.14 ms [2021-09-30 16:06:50 main:581] : INFO : Epoch 1902 | loss: 0.0311233 | val_loss: 0.0311666 | Time: 1632.2 ms [2021-09-30 16:06:52 main:581] : INFO : Epoch 1903 | loss: 0.0311242 | val_loss: 0.0311625 | Time: 1630.96 ms [2021-09-30 16:06:53 main:581] : INFO : Epoch 1904 | loss: 0.0311224 | val_loss: 0.0311697 | Time: 1629.94 ms [2021-09-30 16:06:55 main:581] : INFO : Epoch 1905 | loss: 0.0311216 | val_loss: 0.0311645 | Time: 1622.72 ms [2021-09-30 16:06:57 main:581] : INFO : Epoch 1906 | loss: 0.0311209 | val_loss: 0.0311687 | Time: 1628.72 ms [2021-09-30 16:06:58 main:581] : INFO : Epoch 1907 | loss: 0.0311284 | val_loss: 0.0311702 | Time: 1616.51 ms [2021-09-30 16:07:00 main:581] : INFO : Epoch 1908 | loss: 0.0311313 | val_loss: 0.0311625 | Time: 1676.12 ms [2021-09-30 16:07:02 main:581] : INFO : Epoch 1909 | loss: 0.0311246 | val_loss: 0.0311651 | Time: 1643.14 ms [2021-09-30 16:07:03 main:581] : INFO : Epoch 1910 | loss: 0.0311233 | val_loss: 0.0311642 | Time: 1655.14 ms [2021-09-30 16:07:05 main:581] : INFO : Epoch 1911 | loss: 0.0311223 | val_loss: 0.0311688 | Time: 1646.63 ms [2021-09-30 16:07:07 main:581] : INFO : Epoch 1912 | loss: 0.0311219 | val_loss: 0.031163 | Time: 1641.71 ms [2021-09-30 16:07:08 main:581] : INFO : Epoch 1913 | loss: 0.031122 | val_loss: 0.0311663 | Time: 1625.48 ms [2021-09-30 16:07:10 main:581] : INFO : Epoch 1914 | loss: 0.0311222 | val_loss: 0.0311685 | Time: 1637.54 ms [2021-09-30 16:07:12 main:581] : INFO : Epoch 1915 | loss: 0.0311232 | val_loss: 0.031165 | Time: 1644.51 ms [2021-09-30 16:07:13 main:581] : INFO : Epoch 1916 | loss: 0.0311231 | val_loss: 0.0311725 | Time: 1643.24 ms [2021-09-30 16:07:15 main:581] : INFO : Epoch 1917 | loss: 0.0311233 | val_loss: 0.0311643 | Time: 1651.26 ms [2021-09-30 16:07:16 main:581] : INFO : Epoch 1918 | loss: 0.0311418 | val_loss: 0.0311573 | Time: 1631.48 ms [2021-09-30 16:07:18 main:581] : INFO : Epoch 1919 | loss: 0.0311409 | val_loss: 0.0311613 | Time: 1614.7 ms [2021-09-30 16:07:20 main:581] : INFO : Epoch 1920 | loss: 0.0311375 | val_loss: 0.0311558 | Time: 1614.37 ms [2021-09-30 16:07:21 main:581] : INFO : Epoch 1921 | loss: 0.0311354 | val_loss: 0.0311593 | Time: 1610.51 ms [2021-09-30 16:07:23 main:581] : INFO : Epoch 1922 | loss: 0.0311364 | val_loss: 0.0311579 | Time: 1633.84 ms [2021-09-30 16:07:25 main:581] : INFO : Epoch 1923 | loss: 0.0311319 | val_loss: 0.031159 | Time: 1605.76 ms [2021-09-30 16:07:26 main:581] : INFO : Epoch 1924 | loss: 0.0311314 | val_loss: 0.0311584 | Time: 1603.76 ms [2021-09-30 16:07:28 main:581] : INFO : Epoch 1925 | loss: 0.0311356 | val_loss: 0.0311621 | Time: 1625.99 ms [2021-09-30 16:07:29 main:581] : INFO : Epoch 1926 | loss: 0.0311385 | val_loss: 0.0311622 | Time: 1602.7 ms [2021-09-30 16:07:31 main:581] : INFO : Epoch 1927 | loss: 0.0311437 | val_loss: 0.0311594 | Time: 1642.24 ms [2021-09-30 16:07:33 main:581] : INFO : Epoch 1928 | loss: 0.0311358 | val_loss: 0.0311558 | Time: 1644.77 ms [2021-09-30 16:07:34 main:581] : INFO : Epoch 1929 | loss: 0.0311326 | val_loss: 0.0311569 | Time: 1625.32 ms [2021-09-30 16:07:36 main:581] : INFO : Epoch 1930 | loss: 0.0311321 | val_loss: 0.0311557 | Time: 1638.57 ms [2021-09-30 16:07:38 main:581] : INFO : Epoch 1931 | loss: 0.0311297 | val_loss: 0.0311581 | Time: 1652.73 ms [2021-09-30 16:07:39 main:581] : INFO : Epoch 1932 | loss: 0.0311281 | val_loss: 0.0311574 | Time: 1679.02 ms [2021-09-30 16:07:41 main:581] : INFO : Epoch 1933 | loss: 0.0311278 | val_loss: 0.0311575 | Time: 1670.69 ms [2021-09-30 16:07:43 main:581] : INFO : Epoch 1934 | loss: 0.0311281 | val_loss: 0.0311574 | Time: 1624.94 ms [2021-09-30 16:07:44 main:581] : INFO : Epoch 1935 | loss: 0.0311279 | val_loss: 0.0311603 | Time: 1634.99 ms [2021-09-30 16:07:46 main:581] : INFO : Epoch 1936 | loss: 0.0311273 | val_loss: 0.031162 | Time: 1637.25 ms [2021-09-30 16:07:47 main:581] : INFO : Epoch 1937 | loss: 0.0311276 | val_loss: 0.0311599 | Time: 1645.77 ms [2021-09-30 16:07:49 main:581] : INFO : Epoch 1938 | loss: 0.0311332 | val_loss: 0.0311546 | Time: 1629.93 ms [2021-09-30 16:07:51 main:581] : INFO : Epoch 1939 | loss: 0.0311339 | val_loss: 0.0311611 | Time: 1610.8 ms [2021-09-30 16:07:52 main:581] : INFO : Epoch 1940 | loss: 0.0311343 | val_loss: 0.0311619 | Time: 1597.7 ms [2021-09-30 16:07:54 main:581] : INFO : Epoch 1941 | loss: 0.0311271 | val_loss: 0.0311553 | Time: 1604.3 ms [2021-09-30 16:07:56 main:581] : INFO : Epoch 1942 | loss: 0.031125 | val_loss: 0.0311564 | Time: 1625.85 ms [2021-09-30 16:07:57 main:581] : INFO : Epoch 1943 | loss: 0.0311258 | val_loss: 0.0311628 | Time: 1630.88 ms [2021-09-30 16:07:59 main:581] : INFO : Epoch 1944 | loss: 0.0311249 | val_loss: 0.0311646 | Time: 1617 ms [2021-09-30 16:08:00 main:581] : INFO : Epoch 1945 | loss: 0.0311248 | val_loss: 0.0311623 | Time: 1638.45 ms [2021-09-30 16:08:02 main:581] : INFO : Epoch 1946 | loss: 0.0311263 | val_loss: 0.0311599 | Time: 1622.15 ms [2021-09-30 16:08:04 main:581] : INFO : Epoch 1947 | loss: 0.0311278 | val_loss: 0.0311612 | Time: 1604.61 ms [2021-09-30 16:08:05 main:581] : INFO : Epoch 1948 | loss: 0.0311255 | val_loss: 0.0311611 | Time: 1597.87 ms [2021-09-30 16:08:07 main:581] : INFO : Epoch 1949 | loss: 0.0311231 | val_loss: 0.0311605 | Time: 1622.61 ms [2021-09-30 16:08:08 main:581] : INFO : Epoch 1950 | loss: 0.0311252 | val_loss: 0.031164 | Time: 1652.01 ms [2021-09-30 16:08:10 main:581] : INFO : Epoch 1951 | loss: 0.0311247 | val_loss: 0.0311608 | Time: 1615.68 ms [2021-09-30 16:08:12 main:581] : INFO : Epoch 1952 | loss: 0.0311224 | val_loss: 0.0311601 | Time: 1638.35 ms [2021-09-30 16:08:13 main:581] : INFO : Epoch 1953 | loss: 0.0311218 | val_loss: 0.0311609 | Time: 1614.73 ms [2021-09-30 16:08:15 main:581] : INFO : Epoch 1954 | loss: 0.0311224 | val_loss: 0.0311613 | Time: 1621.11 ms [2021-09-30 16:08:17 main:581] : INFO : Epoch 1955 | loss: 0.0311221 | val_loss: 0.031157 | Time: 1625.57 ms [2021-09-30 16:08:18 main:581] : INFO : Epoch 1956 | loss: 0.0311206 | val_loss: 0.0311603 | Time: 1647.53 ms [2021-09-30 16:08:20 main:581] : INFO : Epoch 1957 | loss: 0.0311195 | val_loss: 0.0311616 | Time: 1616.37 ms [2021-09-30 16:08:21 main:581] : INFO : Epoch 1958 | loss: 0.031123 | val_loss: 0.0311579 | Time: 1581.5 ms [2021-09-30 16:08:23 main:581] : INFO : Epoch 1959 | loss: 0.0311189 | val_loss: 0.0311639 | Time: 1601.8 ms [2021-09-30 16:08:25 main:581] : INFO : Epoch 1960 | loss: 0.0311193 | val_loss: 0.0311613 | Time: 1588.81 ms [2021-09-30 16:08:26 main:581] : INFO : Epoch 1961 | loss: 0.0311212 | val_loss: 0.0311597 | Time: 1572.02 ms [2021-09-30 16:08:28 main:581] : INFO : Epoch 1962 | loss: 0.0311203 | val_loss: 0.0311587 | Time: 1605.25 ms [2021-09-30 16:08:29 main:581] : INFO : Epoch 1963 | loss: 0.0311227 | val_loss: 0.0311618 | Time: 1598.56 ms [2021-09-30 16:08:31 main:581] : INFO : Epoch 1964 | loss: 0.0311222 | val_loss: 0.0311535 | Time: 1586.07 ms [2021-09-30 16:08:33 main:581] : INFO : Epoch 1965 | loss: 0.0311216 | val_loss: 0.031155 | Time: 1623.77 ms [2021-09-30 16:08:34 main:581] : INFO : Epoch 1966 | loss: 0.0311208 | val_loss: 0.0311592 | Time: 1594.69 ms [2021-09-30 16:08:36 main:581] : INFO : Epoch 1967 | loss: 0.0311225 | val_loss: 0.0311548 | Time: 1599.64 ms [2021-09-30 16:08:37 main:581] : INFO : Epoch 1968 | loss: 0.0311214 | val_loss: 0.0311636 | Time: 1596.99 ms [2021-09-30 16:08:39 main:581] : INFO : Epoch 1969 | loss: 0.0311214 | val_loss: 0.0311618 | Time: 1582.96 ms [2021-09-30 16:08:41 main:581] : INFO : Epoch 1970 | loss: 0.0311193 | val_loss: 0.0311623 | Time: 1605.52 ms [2021-09-30 16:08:42 main:581] : INFO : Epoch 1971 | loss: 0.0311189 | val_loss: 0.0311584 | Time: 1597.16 ms [2021-09-30 16:08:44 main:581] : INFO : Epoch 1972 | loss: 0.0311211 | val_loss: 0.0311558 | Time: 1580.05 ms [2021-09-30 16:08:45 main:581] : INFO : Epoch 1973 | loss: 0.0311184 | val_loss: 0.0311635 | Time: 1588.04 ms [2021-09-30 16:08:47 main:581] : INFO : Epoch 1974 | loss: 0.0311193 | val_loss: 0.0311629 | Time: 1592.16 ms [2021-09-30 16:08:49 main:581] : INFO : Epoch 1975 | loss: 0.0311177 | val_loss: 0.0311602 | Time: 1617.5 ms [2021-09-30 16:08:50 main:581] : INFO : Epoch 1976 | loss: 0.0311198 | val_loss: 0.0311594 | Time: 1586.96 ms [2021-09-30 16:08:52 main:581] : INFO : Epoch 1977 | loss: 0.0311169 | val_loss: 0.0311586 | Time: 1616.32 ms [2021-09-30 16:08:53 main:581] : INFO : Epoch 1978 | loss: 0.0311184 | val_loss: 0.0311607 | Time: 1591.03 ms [2021-09-30 16:08:55 main:581] : INFO : Epoch 1979 | loss: 0.0311184 | val_loss: 0.0311632 | Time: 1601.38 ms [2021-09-30 16:08:57 main:581] : INFO : Epoch 1980 | loss: 0.0311174 | val_loss: 0.0311653 | Time: 1576.75 ms [2021-09-30 16:08:58 main:581] : INFO : Epoch 1981 | loss: 0.031124 | val_loss: 0.0311589 | Time: 1601.32 ms [2021-09-30 16:09:00 main:581] : INFO : Epoch 1982 | loss: 0.031135 | val_loss: 0.0311616 | Time: 1619.8 ms [2021-09-30 16:09:01 main:581] : INFO : Epoch 1983 | loss: 0.0311392 | val_loss: 0.0311604 | Time: 1612.11 ms [2021-09-30 16:09:03 main:581] : INFO : Epoch 1984 | loss: 0.0311345 | val_loss: 0.0311612 | Time: 1610.43 ms [2021-09-30 16:09:05 main:581] : INFO : Epoch 1985 | loss: 0.0311358 | val_loss: 0.0311583 | Time: 1608.73 ms [2021-09-30 16:09:06 main:581] : INFO : Epoch 1986 | loss: 0.0311348 | val_loss: 0.0311702 | Time: 1654.24 ms [2021-09-30 16:09:08 main:581] : INFO : Epoch 1987 | loss: 0.0311324 | val_loss: 0.0311595 | Time: 1687.92 ms [2021-09-30 16:09:10 main:581] : INFO : Epoch 1988 | loss: 0.0311283 | val_loss: 0.0311626 | Time: 1680.66 ms [2021-09-30 16:09:11 main:581] : INFO : Epoch 1989 | loss: 0.0311283 | val_loss: 0.0311644 | Time: 1622.46 ms [2021-09-30 16:09:13 main:581] : INFO : Epoch 1990 | loss: 0.0311301 | val_loss: 0.0311584 | Time: 1657.18 ms [2021-09-30 16:09:15 main:581] : INFO : Epoch 1991 | loss: 0.03113 | val_loss: 0.0311618 | Time: 1644.35 ms [2021-09-30 16:09:16 main:581] : INFO : Epoch 1992 | loss: 0.0311263 | val_loss: 0.0311567 | Time: 1643.85 ms [2021-09-30 16:09:18 main:581] : INFO : Epoch 1993 | loss: 0.031126 | val_loss: 0.0311577 | Time: 1644.3 ms [2021-09-30 16:09:20 main:581] : INFO : Epoch 1994 | loss: 0.0311257 | val_loss: 0.0311573 | Time: 1661.32 ms [2021-09-30 16:09:21 main:581] : INFO : Epoch 1995 | loss: 0.0311239 | val_loss: 0.0311633 | Time: 1642.4 ms [2021-09-30 16:09:23 main:581] : INFO : Epoch 1996 | loss: 0.0311264 | val_loss: 0.0311626 | Time: 1668.02 ms [2021-09-30 16:09:24 main:581] : INFO : Epoch 1997 | loss: 0.031128 | val_loss: 0.0311566 | Time: 1666.38 ms [2021-09-30 16:09:26 main:581] : INFO : Epoch 1998 | loss: 0.0311299 | val_loss: 0.0311617 | Time: 1633.2 ms [2021-09-30 16:09:28 main:581] : INFO : Epoch 1999 | loss: 0.0311265 | val_loss: 0.0311598 | Time: 1655.17 ms [2021-09-30 16:09:29 main:581] : INFO : Epoch 2000 | loss: 0.0311266 | val_loss: 0.0311586 | Time: 1694.09 ms [2021-09-30 16:09:31 main:581] : INFO : Epoch 2001 | loss: 0.031124 | val_loss: 0.0311665 | Time: 1702.81 ms [2021-09-30 16:09:33 main:581] : INFO : Epoch 2002 | loss: 0.0311284 | val_loss: 0.0311638 | Time: 1664.69 ms [2021-09-30 16:09:34 main:581] : INFO : Epoch 2003 | loss: 0.0311265 | val_loss: 0.0311612 | Time: 1630.62 ms [2021-09-30 16:09:36 main:581] : INFO : Epoch 2004 | loss: 0.0311318 | val_loss: 0.0311622 | Time: 1605.85 ms [2021-09-30 16:09:38 main:581] : INFO : Epoch 2005 | loss: 0.0311361 | val_loss: 0.0311632 | Time: 1650.84 ms [2021-09-30 16:09:39 main:581] : INFO : Epoch 2006 | loss: 0.03115 | val_loss: 0.0311586 | Time: 1628.61 ms [2021-09-30 16:09:41 main:581] : INFO : Epoch 2007 | loss: 0.031149 | val_loss: 0.0311607 | Time: 1651.36 ms [2021-09-30 16:09:43 main:581] : INFO : Epoch 2008 | loss: 0.031145 | val_loss: 0.0311614 | Time: 1665.92 ms [2021-09-30 16:09:44 main:581] : INFO : Epoch 2009 | loss: 0.031152 | val_loss: 0.0311623 | Time: 1628.16 ms [2021-09-30 16:09:46 main:581] : INFO : Epoch 2010 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 1659.09 ms [2021-09-30 16:09:48 main:581] : INFO : Epoch 2011 | loss: 0.0311701 | val_loss: 0.0311711 | Time: 1652 ms [2021-09-30 16:09:49 main:581] : INFO : Epoch 2012 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 1652.42 ms [2021-09-30 16:09:51 main:581] : INFO : Epoch 2013 | loss: 0.0311695 | val_loss: 0.0311704 | Time: 1626.09 ms [2021-09-30 16:09:53 main:581] : INFO : Epoch 2014 | loss: 0.0311663 | val_loss: 0.0311688 | Time: 1656.46 ms [2021-09-30 16:09:54 main:581] : INFO : Epoch 2015 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 1627.87 ms [2021-09-30 16:09:56 main:581] : INFO : Epoch 2016 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 1666.78 ms [2021-09-30 16:09:58 main:581] : INFO : Epoch 2017 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 1661.27 ms [2021-09-30 16:09:59 main:581] : INFO : Epoch 2018 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 1641.01 ms [2021-09-30 16:10:01 main:581] : INFO : Epoch 2019 | loss: 0.0311551 | val_loss: 0.0311634 | Time: 1637.52 ms [2021-09-30 16:10:02 main:581] : INFO : Epoch 2020 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 1650.22 ms [2021-09-30 16:10:04 main:581] : INFO : Epoch 2021 | loss: 0.0311529 | val_loss: 0.0311629 | Time: 1623.84 ms [2021-09-30 16:10:06 main:581] : INFO : Epoch 2022 | loss: 0.0311501 | val_loss: 0.031165 | Time: 1636.93 ms [2021-09-30 16:10:07 main:581] : INFO : Epoch 2023 | loss: 0.0311484 | val_loss: 0.0311626 | Time: 1672.68 ms [2021-09-30 16:10:09 main:581] : INFO : Epoch 2024 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 1637.14 ms [2021-09-30 16:10:11 main:581] : INFO : Epoch 2025 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 1608.21 ms [2021-09-30 16:10:12 main:581] : INFO : Epoch 2026 | loss: 0.0311483 | val_loss: 0.0311653 | Time: 1624.42 ms [2021-09-30 16:10:14 main:581] : INFO : Epoch 2027 | loss: 0.0311499 | val_loss: 0.0311643 | Time: 1617.47 ms [2021-09-30 16:10:15 main:581] : INFO : Epoch 2028 | loss: 0.031147 | val_loss: 0.031164 | Time: 1629.76 ms [2021-09-30 16:10:17 main:581] : INFO : Epoch 2029 | loss: 0.0311473 | val_loss: 0.0311659 | Time: 1638.83 ms [2021-09-30 16:10:19 main:581] : INFO : Epoch 2030 | loss: 0.0311438 | val_loss: 0.0311682 | Time: 1622.89 ms [2021-09-30 16:10:20 main:581] : INFO : Epoch 2031 | loss: 0.0311454 | val_loss: 0.0311657 | Time: 1626.14 ms [2021-09-30 16:10:22 main:581] : INFO : Epoch 2032 | loss: 0.0311468 | val_loss: 0.0311622 | Time: 1637.22 ms [2021-09-30 16:10:24 main:581] : INFO : Epoch 2033 | loss: 0.0311454 | val_loss: 0.0311652 | Time: 1598.91 ms [2021-09-30 16:10:25 main:581] : INFO : Epoch 2034 | loss: 0.0311477 | val_loss: 0.0311633 | Time: 1606.77 ms [2021-09-30 16:10:27 main:581] : INFO : Epoch 2035 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 1587.59 ms [2021-09-30 16:10:28 main:581] : INFO : Epoch 2036 | loss: 0.0311451 | val_loss: 0.0311633 | Time: 1591.52 ms [2021-09-30 16:10:30 main:581] : INFO : Epoch 2037 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 1598.76 ms [2021-09-30 16:10:32 main:581] : INFO : Epoch 2038 | loss: 0.0311421 | val_loss: 0.0311641 | Time: 1586.59 ms [2021-09-30 16:10:33 main:581] : INFO : Epoch 2039 | loss: 0.031144 | val_loss: 0.0311649 | Time: 1600.83 ms [2021-09-30 16:10:35 main:581] : INFO : Epoch 2040 | loss: 0.0311408 | val_loss: 0.0311649 | Time: 1592.4 ms [2021-09-30 16:10:36 main:581] : INFO : Epoch 2041 | loss: 0.0311383 | val_loss: 0.0311656 | Time: 1627.4 ms [2021-09-30 16:10:38 main:581] : INFO : Epoch 2042 | loss: 0.0311375 | val_loss: 0.0311647 | Time: 1599.59 ms [2021-09-30 16:10:40 main:581] : INFO : Epoch 2043 | loss: 0.031138 | val_loss: 0.0311668 | Time: 1597.87 ms [2021-09-30 16:10:41 main:581] : INFO : Epoch 2044 | loss: 0.0311382 | val_loss: 0.0311711 | Time: 1627.16 ms [2021-09-30 16:10:43 main:581] : INFO : Epoch 2045 | loss: 0.0311386 | val_loss: 0.0311643 | Time: 1595.22 ms [2021-09-30 16:10:44 main:581] : INFO : Epoch 2046 | loss: 0.03114 | val_loss: 0.031164 | Time: 1582.37 ms [2021-09-30 16:10:46 main:581] : INFO : Epoch 2047 | loss: 0.0311426 | val_loss: 0.0311625 | Time: 1591.54 ms [2021-09-30 16:10:48 main:581] : INFO : Epoch 2048 | loss: 0.031143 | val_loss: 0.0311619 | Time: 1588.17 ms [2021-09-30 16:10:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311619 [2021-09-30 16:10:48 main:610] : INFO : Saving end state to config to file [2021-09-30 16:10:48 main:615] : INFO : Success, exiting.. 16:10:48 (2727206): 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)