Task 7591855
| Name | ParityModified-1631732081-407-2_0 |
| Workunit | 5248072 |
| Created | 25 Sep 2021, 20:55:07 UTC |
| Sent | 30 Sep 2021, 1:53:55 UTC |
| Report deadline | 7 Oct 2021, 1:53:55 UTC |
| Received | 30 Sep 2021, 15:26:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 56 min 52 sec |
| CPU time | 56 min 48 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> 0 10:11:48 main:581] : INFO : Epoch 1538 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 1631.75 ms [2021-09-30 10:11:50 main:581] : INFO : Epoch 1539 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 1678 ms [2021-09-30 10:11:51 main:581] : INFO : Epoch 1540 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 1672.18 ms [2021-09-30 10:11:53 main:581] : INFO : Epoch 1541 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 1690.94 ms [2021-09-30 10:11:55 main:581] : INFO : Epoch 1542 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 1644.28 ms [2021-09-30 10:11:56 main:581] : INFO : Epoch 1543 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 1655.23 ms [2021-09-30 10:11:58 main:581] : INFO : Epoch 1544 | loss: 0.0311751 | val_loss: 0.031177 | Time: 1640.64 ms [2021-09-30 10:12:00 main:581] : INFO : Epoch 1545 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 1690.71 ms [2021-09-30 10:12:01 main:581] : INFO : Epoch 1546 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1670.37 ms [2021-09-30 10:12:03 main:581] : INFO : Epoch 1547 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1624.47 ms [2021-09-30 10:12:05 main:581] : INFO : Epoch 1548 | loss: 0.0311723 | val_loss: 0.031174 | Time: 1672.33 ms [2021-09-30 10:12:06 main:581] : INFO : Epoch 1549 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 1660.2 ms [2021-09-30 10:12:08 main:581] : INFO : Epoch 1550 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 1649.24 ms [2021-09-30 10:12:10 main:581] : INFO : Epoch 1551 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 1653.73 ms [2021-09-30 10:12:11 main:581] : INFO : Epoch 1552 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 1586.32 ms [2021-09-30 10:12:13 main:581] : INFO : Epoch 1553 | loss: 0.0311696 | val_loss: 0.0311689 | Time: 1630.31 ms [2021-09-30 10:12:15 main:581] : INFO : Epoch 1554 | loss: 0.0311685 | val_loss: 0.0311701 | Time: 1655 ms [2021-09-30 10:12:16 main:581] : INFO : Epoch 1555 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 1642.62 ms [2021-09-30 10:12:18 main:581] : INFO : Epoch 1556 | loss: 0.0311694 | val_loss: 0.0311709 | Time: 1616.85 ms [2021-09-30 10:12:19 main:581] : INFO : Epoch 1557 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 1603.05 ms [2021-09-30 10:12:21 main:581] : INFO : Epoch 1558 | loss: 0.031169 | val_loss: 0.0311707 | Time: 1609.37 ms [2021-09-30 10:12:23 main:581] : INFO : Epoch 1559 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 1643.35 ms [2021-09-30 10:12:24 main:581] : INFO : Epoch 1560 | loss: 0.0311664 | val_loss: 0.0311674 | Time: 1660.41 ms [2021-09-30 10:12:26 main:581] : INFO : Epoch 1561 | loss: 0.0311666 | val_loss: 0.0311676 | Time: 1648.46 ms [2021-09-30 10:12:28 main:581] : INFO : Epoch 1562 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 1662.51 ms [2021-09-30 10:12:29 main:581] : INFO : Epoch 1563 | loss: 0.0311615 | val_loss: 0.0311649 | Time: 1637.29 ms [2021-09-30 10:12:31 main:581] : INFO : Epoch 1564 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 1697.81 ms [2021-09-30 10:12:33 main:581] : INFO : Epoch 1565 | loss: 0.0311602 | val_loss: 0.0311634 | Time: 1648.41 ms [2021-09-30 10:12:34 main:581] : INFO : Epoch 1566 | loss: 0.0311585 | val_loss: 0.0311633 | Time: 1677.36 ms [2021-09-30 10:12:36 main:581] : INFO : Epoch 1567 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 1627.98 ms [2021-09-30 10:12:38 main:581] : INFO : Epoch 1568 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 1638.07 ms [2021-09-30 10:12:39 main:581] : INFO : Epoch 1569 | loss: 0.0311579 | val_loss: 0.0311645 | Time: 1658.73 ms [2021-09-30 10:12:41 main:581] : INFO : Epoch 1570 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 1691.14 ms [2021-09-30 10:12:43 main:581] : INFO : Epoch 1571 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 1668.85 ms [2021-09-30 10:12:44 main:581] : INFO : Epoch 1572 | loss: 0.0311575 | val_loss: 0.0311642 | Time: 1640.34 ms [2021-09-30 10:12:46 main:581] : INFO : Epoch 1573 | loss: 0.0311581 | val_loss: 0.0311656 | Time: 1626.73 ms [2021-09-30 10:12:47 main:581] : INFO : Epoch 1574 | loss: 0.0311585 | val_loss: 0.0311669 | Time: 1627.46 ms [2021-09-30 10:12:49 main:581] : INFO : Epoch 1575 | loss: 0.0311594 | val_loss: 0.0311637 | Time: 1604 ms [2021-09-30 10:12:51 main:581] : INFO : Epoch 1576 | loss: 0.0311585 | val_loss: 0.0311634 | Time: 1673.91 ms [2021-09-30 10:12:52 main:581] : INFO : Epoch 1577 | loss: 0.0311578 | val_loss: 0.0311649 | Time: 1665.07 ms [2021-09-30 10:12:54 main:581] : INFO : Epoch 1578 | loss: 0.0311582 | val_loss: 0.031163 | Time: 1683.7 ms [2021-09-30 10:12:56 main:581] : INFO : Epoch 1579 | loss: 0.031157 | val_loss: 0.0311621 | Time: 1611.83 ms [2021-09-30 10:12:57 main:581] : INFO : Epoch 1580 | loss: 0.0311554 | val_loss: 0.0311607 | Time: 1640.69 ms [2021-09-30 10:12:59 main:581] : INFO : Epoch 1581 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1697.67 ms [2021-09-30 10:13:01 main:581] : INFO : Epoch 1582 | loss: 0.0311567 | val_loss: 0.031164 | Time: 1658.19 ms [2021-09-30 10:13:02 main:581] : INFO : Epoch 1583 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 1680.04 ms [2021-09-30 10:13:04 main:581] : INFO : Epoch 1584 | loss: 0.0311547 | val_loss: 0.0311615 | Time: 1660.6 ms [2021-09-30 10:13:06 main:581] : INFO : Epoch 1585 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 1700.09 ms [2021-09-30 10:13:07 main:581] : INFO : Epoch 1586 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 1666.18 ms [2021-09-30 10:13:09 main:581] : INFO : Epoch 1587 | loss: 0.031152 | val_loss: 0.0311644 | Time: 1691.75 ms [2021-09-30 10:13:11 main:581] : INFO : Epoch 1588 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 1678.97 ms [2021-09-30 10:13:12 main:581] : INFO : Epoch 1589 | loss: 0.0311512 | val_loss: 0.0311608 | Time: 1643.37 ms [2021-09-30 10:13:14 main:581] : INFO : Epoch 1590 | loss: 0.0311503 | val_loss: 0.031162 | Time: 1639.21 ms [2021-09-30 10:13:16 main:581] : INFO : Epoch 1591 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 1655.81 ms [2021-09-30 10:13:17 main:581] : INFO : Epoch 1592 | loss: 0.031149 | val_loss: 0.0311603 | Time: 1685.72 ms [2021-09-30 10:13:19 main:581] : INFO : Epoch 1593 | loss: 0.0311505 | val_loss: 0.0311604 | Time: 1642.35 ms [2021-09-30 10:13:21 main:581] : INFO : Epoch 1594 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 1641.8 ms [2021-09-30 10:13:22 main:581] : INFO : Epoch 1595 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 1701.14 ms [2021-09-30 10:13:24 main:581] : INFO : Epoch 1596 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 1667.97 ms [2021-09-30 10:13:26 main:581] : INFO : Epoch 1597 | loss: 0.0311519 | val_loss: 0.0311665 | Time: 1696.39 ms [2021-09-30 10:13:27 main:581] : INFO : Epoch 1598 | loss: 0.0311515 | val_loss: 0.0311626 | Time: 1682.01 ms [2021-09-30 10:13:29 main:581] : INFO : Epoch 1599 | loss: 0.0311499 | val_loss: 0.0311586 | Time: 1680.24 ms [2021-09-30 10:13:31 main:581] : INFO : Epoch 1600 | loss: 0.0311491 | val_loss: 0.0311606 | Time: 1653.87 ms [2021-09-30 10:13:32 main:581] : INFO : Epoch 1601 | loss: 0.031149 | val_loss: 0.0311625 | Time: 1658.41 ms [2021-09-30 10:13:34 main:581] : INFO : Epoch 1602 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 1653.02 ms [2021-09-30 10:13:36 main:581] : INFO : Epoch 1603 | loss: 0.0311498 | val_loss: 0.0311589 | Time: 1643.88 ms [2021-09-30 10:13:37 main:581] : INFO : Epoch 1604 | loss: 0.0311491 | val_loss: 0.0311595 | Time: 1681.45 ms [2021-09-30 10:13:39 main:581] : INFO : Epoch 1605 | loss: 0.031148 | val_loss: 0.0311602 | Time: 1653.21 ms [2021-09-30 10:13:41 main:581] : INFO : Epoch 1606 | loss: 0.0311469 | val_loss: 0.031157 | Time: 1692.05 ms [2021-09-30 10:13:42 main:581] : INFO : Epoch 1607 | loss: 0.0311473 | val_loss: 0.0311591 | Time: 1687.62 ms [2021-09-30 10:13:44 main:581] : INFO : Epoch 1608 | loss: 0.0311608 | val_loss: 0.0311627 | Time: 1675.63 ms [2021-09-30 10:13:46 main:581] : INFO : Epoch 1609 | loss: 0.0311612 | val_loss: 0.0311632 | Time: 1656.47 ms [2021-09-30 10:13:47 main:581] : INFO : Epoch 1610 | loss: 0.0311582 | val_loss: 0.031163 | Time: 1658.58 ms [2021-09-30 10:13:49 main:581] : INFO : Epoch 1611 | loss: 0.0311573 | val_loss: 0.0311584 | Time: 1637.94 ms [2021-09-30 10:13:51 main:581] : INFO : Epoch 1612 | loss: 0.0311562 | val_loss: 0.0311593 | Time: 1628.2 ms [2021-09-30 10:13:52 main:581] : INFO : Epoch 1613 | loss: 0.0311552 | val_loss: 0.031159 | Time: 1652.24 ms [2021-09-30 10:13:54 main:581] : INFO : Epoch 1614 | loss: 0.0311537 | val_loss: 0.0311597 | Time: 1666.77 ms [2021-09-30 10:13:56 main:581] : INFO : Epoch 1615 | loss: 0.0311541 | val_loss: 0.0311626 | Time: 1617.7 ms [2021-09-30 10:13:57 main:581] : INFO : Epoch 1616 | loss: 0.0311528 | val_loss: 0.0311614 | Time: 1623.31 ms [2021-09-30 10:13:59 main:581] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.0311631 | Time: 1624.58 ms [2021-09-30 10:14:01 main:581] : INFO : Epoch 1618 | loss: 0.0311534 | val_loss: 0.031165 | Time: 1623.05 ms [2021-09-30 10:14:02 main:581] : INFO : Epoch 1619 | loss: 0.0311545 | val_loss: 0.0311693 | Time: 1601.46 ms [2021-09-30 10:14:04 main:581] : INFO : Epoch 1620 | loss: 0.0311534 | val_loss: 0.0311602 | Time: 1630.88 ms [2021-09-30 10:14:05 main:581] : INFO : Epoch 1621 | loss: 0.0311509 | val_loss: 0.0311655 | Time: 1653.93 ms [2021-09-30 10:14:07 main:581] : INFO : Epoch 1622 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 1682.4 ms [2021-09-30 10:14:09 main:581] : INFO : Epoch 1623 | loss: 0.0311497 | val_loss: 0.0311575 | Time: 1657.64 ms [2021-09-30 10:14:10 main:581] : INFO : Epoch 1624 | loss: 0.0311501 | val_loss: 0.0311573 | Time: 1651.99 ms [2021-09-30 10:14:12 main:581] : INFO : Epoch 1625 | loss: 0.031149 | val_loss: 0.0311635 | Time: 1666.75 ms [2021-09-30 10:14:14 main:581] : INFO : Epoch 1626 | loss: 0.0311477 | val_loss: 0.0311584 | Time: 1634.67 ms [2021-09-30 10:14:15 main:581] : INFO : Epoch 1627 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 1603.04 ms [2021-09-30 10:14:17 main:581] : INFO : Epoch 1628 | loss: 0.0311505 | val_loss: 0.0311639 | Time: 1664.12 ms [2021-09-30 10:14:19 main:581] : INFO : Epoch 1629 | loss: 0.0311487 | val_loss: 0.031158 | Time: 1645.37 ms [2021-09-30 10:14:20 main:581] : INFO : Epoch 1630 | loss: 0.0311474 | val_loss: 0.031162 | Time: 1662.17 ms [2021-09-30 10:14:22 main:581] : INFO : Epoch 1631 | loss: 0.0311467 | val_loss: 0.0311635 | Time: 1695.72 ms [2021-09-30 10:14:24 main:581] : INFO : Epoch 1632 | loss: 0.0311457 | val_loss: 0.0311584 | Time: 1661.73 ms [2021-09-30 10:14:25 main:581] : INFO : Epoch 1633 | loss: 0.0311457 | val_loss: 0.0311583 | Time: 1627.81 ms [2021-09-30 10:14:27 main:581] : INFO : Epoch 1634 | loss: 0.0311486 | val_loss: 0.031162 | Time: 1644.46 ms [2021-09-30 10:14:29 main:581] : INFO : Epoch 1635 | loss: 0.0311484 | val_loss: 0.0311616 | Time: 1647.15 ms [2021-09-30 10:14:30 main:581] : INFO : Epoch 1636 | loss: 0.0311489 | val_loss: 0.0311641 | Time: 1673.56 ms [2021-09-30 10:14:32 main:581] : INFO : Epoch 1637 | loss: 0.0311488 | val_loss: 0.0311606 | Time: 1670.87 ms [2021-09-30 10:14:34 main:581] : INFO : Epoch 1638 | loss: 0.0311549 | val_loss: 0.0311619 | Time: 1659.5 ms [2021-09-30 10:14:35 main:581] : INFO : Epoch 1639 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 1621.04 ms [2021-09-30 10:14:37 main:581] : INFO : Epoch 1640 | loss: 0.0311592 | val_loss: 0.0311597 | Time: 1653.37 ms [2021-09-30 10:14:39 main:581] : INFO : Epoch 1641 | loss: 0.031153 | val_loss: 0.0311592 | Time: 1665.7 ms [2021-09-30 10:14:40 main:581] : INFO : Epoch 1642 | loss: 0.0311501 | val_loss: 0.031158 | Time: 1644.26 ms [2021-09-30 10:14:42 main:581] : INFO : Epoch 1643 | loss: 0.0311468 | val_loss: 0.03116 | Time: 1634.08 ms [2021-09-30 10:14:43 main:581] : INFO : Epoch 1644 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 1634.75 ms [2021-09-30 10:14:45 main:581] : INFO : Epoch 1645 | loss: 0.0311463 | val_loss: 0.031159 | Time: 1644.38 ms [2021-09-30 10:14:47 main:581] : INFO : Epoch 1646 | loss: 0.0311453 | val_loss: 0.0311605 | Time: 1634.44 ms [2021-09-30 10:14:48 main:581] : INFO : Epoch 1647 | loss: 0.0311456 | val_loss: 0.0311627 | Time: 1688.02 ms [2021-09-30 10:14:50 main:581] : INFO : Epoch 1648 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 1658.53 ms [2021-09-30 10:14:52 main:581] : INFO : Epoch 1649 | loss: 0.0311476 | val_loss: 0.0311595 | Time: 1648.22 ms [2021-09-30 10:14:53 main:581] : INFO : Epoch 1650 | loss: 0.0311455 | val_loss: 0.0311561 | Time: 1627.7 ms [2021-09-30 10:14:55 main:581] : INFO : Epoch 1651 | loss: 0.0311458 | val_loss: 0.0311541 | Time: 1638.18 ms [2021-09-30 10:14:57 main:581] : INFO : Epoch 1652 | loss: 0.0311446 | val_loss: 0.0311571 | Time: 1684.77 ms [2021-09-30 10:14:58 main:581] : INFO : Epoch 1653 | loss: 0.0311431 | val_loss: 0.0311567 | Time: 1683.94 ms [2021-09-30 10:15:00 main:581] : INFO : Epoch 1654 | loss: 0.031144 | val_loss: 0.0311588 | Time: 1686.62 ms [2021-09-30 10:15:02 main:581] : INFO : Epoch 1655 | loss: 0.0311434 | val_loss: 0.0311537 | Time: 1644.52 ms [2021-09-30 10:15:03 main:581] : INFO : Epoch 1656 | loss: 0.0311435 | val_loss: 0.0311581 | Time: 1652.14 ms [2021-09-30 10:15:05 main:581] : INFO : Epoch 1657 | loss: 0.0311429 | val_loss: 0.0311586 | Time: 1658.97 ms [2021-09-30 10:15:07 main:581] : INFO : Epoch 1658 | loss: 0.031144 | val_loss: 0.0311561 | Time: 1673.35 ms [2021-09-30 10:15:08 main:581] : INFO : Epoch 1659 | loss: 0.0311428 | val_loss: 0.0311581 | Time: 1653.62 ms [2021-09-30 10:15:10 main:581] : INFO : Epoch 1660 | loss: 0.0311428 | val_loss: 0.0311572 | Time: 1656.88 ms [2021-09-30 10:15:12 main:581] : INFO : Epoch 1661 | loss: 0.0311413 | val_loss: 0.0311559 | Time: 1671.89 ms [2021-09-30 10:15:13 main:581] : INFO : Epoch 1662 | loss: 0.0311419 | val_loss: 0.0311564 | Time: 1614.93 ms [2021-09-30 10:15:15 main:581] : INFO : Epoch 1663 | loss: 0.0311414 | val_loss: 0.0311557 | Time: 1659.78 ms [2021-09-30 10:15:17 main:581] : INFO : Epoch 1664 | loss: 0.0311407 | val_loss: 0.0311539 | Time: 1682.38 ms [2021-09-30 10:15:18 main:581] : INFO : Epoch 1665 | loss: 0.0311414 | val_loss: 0.031155 | Time: 1686.5 ms [2021-09-30 10:15:20 main:581] : INFO : Epoch 1666 | loss: 0.031142 | val_loss: 0.031156 | Time: 1616.7 ms [2021-09-30 10:15:22 main:581] : INFO : Epoch 1667 | loss: 0.0311434 | val_loss: 0.0311556 | Time: 1630.76 ms [2021-09-30 10:15:23 main:581] : INFO : Epoch 1668 | loss: 0.0311413 | val_loss: 0.0311552 | Time: 1708.99 ms [2021-09-30 10:15:25 main:581] : INFO : Epoch 1669 | loss: 0.0311436 | val_loss: 0.0311574 | Time: 1642.11 ms [2021-09-30 10:15:27 main:581] : INFO : Epoch 1670 | loss: 0.0311423 | val_loss: 0.0311557 | Time: 1648.79 ms [2021-09-30 10:15:28 main:581] : INFO : Epoch 1671 | loss: 0.0311411 | val_loss: 0.0311571 | Time: 1651.83 ms [2021-09-30 10:15:30 main:581] : INFO : Epoch 1672 | loss: 0.0311442 | val_loss: 0.0311528 | Time: 1674.76 ms [2021-09-30 10:15:32 main:581] : INFO : Epoch 1673 | loss: 0.0311473 | val_loss: 0.0311643 | Time: 1678.24 ms [2021-09-30 10:15:33 main:581] : INFO : Epoch 1674 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 1678.45 ms [2021-09-30 10:15:35 main:581] : INFO : Epoch 1675 | loss: 0.0311785 | val_loss: 0.0311729 | Time: 1663.95 ms [2021-09-30 10:15:37 main:581] : INFO : Epoch 1676 | loss: 0.0311743 | val_loss: 0.0311719 | Time: 1660.56 ms [2021-09-30 10:15:38 main:581] : INFO : Epoch 1677 | loss: 0.0311706 | val_loss: 0.0311702 | Time: 1679.66 ms [2021-09-30 10:15:40 main:581] : INFO : Epoch 1678 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 1656.95 ms [2021-09-30 10:15:42 main:581] : INFO : Epoch 1679 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 1653.19 ms [2021-09-30 10:15:43 main:581] : INFO : Epoch 1680 | loss: 0.0311694 | val_loss: 0.031167 | Time: 1666.82 ms [2021-09-30 10:15:45 main:581] : INFO : Epoch 1681 | loss: 0.0311673 | val_loss: 0.0311701 | Time: 1697.12 ms [2021-09-30 10:15:47 main:581] : INFO : Epoch 1682 | loss: 0.0311659 | val_loss: 0.0311672 | Time: 1693.01 ms [2021-09-30 10:15:48 main:581] : INFO : Epoch 1683 | loss: 0.0311645 | val_loss: 0.0311648 | Time: 1666.06 ms [2021-09-30 10:15:50 main:581] : INFO : Epoch 1684 | loss: 0.0311645 | val_loss: 0.0311656 | Time: 1709.63 ms [2021-09-30 10:15:52 main:581] : INFO : Epoch 1685 | loss: 0.0311616 | val_loss: 0.0311655 | Time: 1652.59 ms [2021-09-30 10:15:53 main:581] : INFO : Epoch 1686 | loss: 0.031164 | val_loss: 0.0311646 | Time: 1650.27 ms [2021-09-30 10:15:55 main:581] : INFO : Epoch 1687 | loss: 0.0311649 | val_loss: 0.0311635 | Time: 1672 ms [2021-09-30 10:15:57 main:581] : INFO : Epoch 1688 | loss: 0.0311608 | val_loss: 0.031164 | Time: 1657.53 ms [2021-09-30 10:15:58 main:581] : INFO : Epoch 1689 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 1678.85 ms [2021-09-30 10:16:00 main:581] : INFO : Epoch 1690 | loss: 0.0311609 | val_loss: 0.0311662 | Time: 1684.2 ms [2021-09-30 10:16:02 main:581] : INFO : Epoch 1691 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 1651.83 ms [2021-09-30 10:16:03 main:581] : INFO : Epoch 1692 | loss: 0.0311608 | val_loss: 0.0311641 | Time: 1667.59 ms [2021-09-30 10:16:05 main:581] : INFO : Epoch 1693 | loss: 0.0311588 | val_loss: 0.0311639 | Time: 1612.89 ms [2021-09-30 10:16:06 main:581] : INFO : Epoch 1694 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 1575.25 ms [2021-09-30 10:16:08 main:581] : INFO : Epoch 1695 | loss: 0.0311584 | val_loss: 0.0311626 | Time: 1647.13 ms [2021-09-30 10:16:10 main:581] : INFO : Epoch 1696 | loss: 0.0311603 | val_loss: 0.0311622 | Time: 1660.78 ms [2021-09-30 10:16:11 main:581] : INFO : Epoch 1697 | loss: 0.0311599 | val_loss: 0.0311648 | Time: 1663.7 ms [2021-09-30 10:16:13 main:581] : INFO : Epoch 1698 | loss: 0.0311606 | val_loss: 0.0311598 | Time: 1656.45 ms [2021-09-30 10:16:15 main:581] : INFO : Epoch 1699 | loss: 0.0311579 | val_loss: 0.0311611 | Time: 1700.28 ms [2021-09-30 10:16:16 main:581] : INFO : Epoch 1700 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 1694.73 ms [2021-09-30 10:16:18 main:581] : INFO : Epoch 1701 | loss: 0.0311559 | val_loss: 0.0311597 | Time: 1696.51 ms [2021-09-30 10:16:20 main:581] : INFO : Epoch 1702 | loss: 0.0311559 | val_loss: 0.0311609 | Time: 1674.66 ms [2021-09-30 10:16:22 main:581] : INFO : Epoch 1703 | loss: 0.0311548 | val_loss: 0.0311603 | Time: 1702.79 ms [2021-09-30 10:16:23 main:581] : INFO : Epoch 1704 | loss: 0.0311549 | val_loss: 0.0311597 | Time: 1659.6 ms [2021-09-30 10:16:25 main:581] : INFO : Epoch 1705 | loss: 0.0311562 | val_loss: 0.0311602 | Time: 1664.32 ms [2021-09-30 10:16:27 main:581] : INFO : Epoch 1706 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 1691 ms [2021-09-30 10:16:28 main:581] : INFO : Epoch 1707 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 1677.43 ms [2021-09-30 10:16:30 main:581] : INFO : Epoch 1708 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 1658.2 ms [2021-09-30 10:16:32 main:581] : INFO : Epoch 1709 | loss: 0.0311563 | val_loss: 0.0311634 | Time: 1644.14 ms [2021-09-30 10:16:33 main:581] : INFO : Epoch 1710 | loss: 0.031158 | val_loss: 0.0311647 | Time: 1668.21 ms [2021-09-30 10:16:35 main:581] : INFO : Epoch 1711 | loss: 0.0311569 | val_loss: 0.0311623 | Time: 1677.15 ms [2021-09-30 10:16:37 main:581] : INFO : Epoch 1712 | loss: 0.0311588 | val_loss: 0.0311632 | Time: 1657.87 ms [2021-09-30 10:16:38 main:581] : INFO : Epoch 1713 | loss: 0.0311579 | val_loss: 0.031164 | Time: 1686.57 ms [2021-09-30 10:16:40 main:581] : INFO : Epoch 1714 | loss: 0.0311588 | val_loss: 0.0311631 | Time: 1710.93 ms [2021-09-30 10:16:42 main:581] : INFO : Epoch 1715 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 1662.7 ms [2021-09-30 10:16:43 main:581] : INFO : Epoch 1716 | loss: 0.0311573 | val_loss: 0.0311638 | Time: 1674.48 ms [2021-09-30 10:16:45 main:581] : INFO : Epoch 1717 | loss: 0.0311552 | val_loss: 0.0311619 | Time: 1677.96 ms [2021-09-30 10:16:47 main:581] : INFO : Epoch 1718 | loss: 0.031155 | val_loss: 0.0311617 | Time: 1631.2 ms [2021-09-30 10:16:48 main:581] : INFO : Epoch 1719 | loss: 0.0311561 | val_loss: 0.0311628 | Time: 1643.38 ms [2021-09-30 10:16:50 main:581] : INFO : Epoch 1720 | loss: 0.03116 | val_loss: 0.0311653 | Time: 1702.32 ms [2021-09-30 10:16:52 main:581] : INFO : Epoch 1721 | loss: 0.031159 | val_loss: 0.0311602 | Time: 1706.11 ms [2021-09-30 10:16:53 main:581] : INFO : Epoch 1722 | loss: 0.0311572 | val_loss: 0.0311623 | Time: 1671.71 ms [2021-09-30 10:16:55 main:581] : INFO : Epoch 1723 | loss: 0.0311559 | val_loss: 0.0311626 | Time: 1676.17 ms [2021-09-30 10:16:57 main:581] : INFO : Epoch 1724 | loss: 0.0311568 | val_loss: 0.0311607 | Time: 1634.56 ms [2021-09-30 10:16:58 main:581] : INFO : Epoch 1725 | loss: 0.0311571 | val_loss: 0.031166 | Time: 1667.48 ms [2021-09-30 10:17:00 main:581] : INFO : Epoch 1726 | loss: 0.0311597 | val_loss: 0.0311633 | Time: 1651.48 ms [2021-09-30 10:17:02 main:581] : INFO : Epoch 1727 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 1638.49 ms [2021-09-30 10:17:03 main:581] : INFO : Epoch 1728 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 1695.54 ms [2021-09-30 10:17:05 main:581] : INFO : Epoch 1729 | loss: 0.0311582 | val_loss: 0.0311682 | Time: 1627.87 ms [2021-09-30 10:17:07 main:581] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.0311596 | Time: 1645.96 ms [2021-09-30 10:17:08 main:581] : INFO : Epoch 1731 | loss: 0.0311547 | val_loss: 0.0311597 | Time: 1676.29 ms [2021-09-30 10:17:10 main:581] : INFO : Epoch 1732 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 1642.32 ms [2021-09-30 10:17:12 main:581] : INFO : Epoch 1733 | loss: 0.0311551 | val_loss: 0.031162 | Time: 1695.07 ms [2021-09-30 10:17:13 main:581] : INFO : Epoch 1734 | loss: 0.0311554 | val_loss: 0.0311604 | Time: 1656.42 ms [2021-09-30 10:17:15 main:581] : INFO : Epoch 1735 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 1633.62 ms [2021-09-30 10:17:17 main:581] : INFO : Epoch 1736 | loss: 0.0311529 | val_loss: 0.0311601 | Time: 1674.49 ms [2021-09-30 10:17:18 main:581] : INFO : Epoch 1737 | loss: 0.0311542 | val_loss: 0.031161 | Time: 1674.84 ms [2021-09-30 10:17:20 main:581] : INFO : Epoch 1738 | loss: 0.0311523 | val_loss: 0.0311581 | Time: 1684.79 ms [2021-09-30 10:17:22 main:581] : INFO : Epoch 1739 | loss: 0.031153 | val_loss: 0.0311631 | Time: 1686.7 ms [2021-09-30 10:17:23 main:581] : INFO : Epoch 1740 | loss: 0.0311521 | val_loss: 0.031163 | Time: 1676.19 ms [2021-09-30 10:17:25 main:581] : INFO : Epoch 1741 | loss: 0.0311522 | val_loss: 0.031159 | Time: 1700.22 ms [2021-09-30 10:17:27 main:581] : INFO : Epoch 1742 | loss: 0.0311552 | val_loss: 0.0311594 | Time: 1678.05 ms [2021-09-30 10:17:28 main:581] : INFO : Epoch 1743 | loss: 0.0311567 | val_loss: 0.0311618 | Time: 1694.37 ms [2021-09-30 10:17:30 main:581] : INFO : Epoch 1744 | loss: 0.0311558 | val_loss: 0.0311698 | Time: 1690.61 ms [2021-09-30 10:17:32 main:581] : INFO : Epoch 1745 | loss: 0.0311555 | val_loss: 0.0311589 | Time: 1669.58 ms [2021-09-30 10:17:33 main:581] : INFO : Epoch 1746 | loss: 0.0311534 | val_loss: 0.0311581 | Time: 1643.28 ms [2021-09-30 10:17:35 main:581] : INFO : Epoch 1747 | loss: 0.0311556 | val_loss: 0.0311591 | Time: 1660.47 ms [2021-09-30 10:17:37 main:581] : INFO : Epoch 1748 | loss: 0.031155 | val_loss: 0.0311599 | Time: 1687.87 ms [2021-09-30 10:17:38 main:581] : INFO : Epoch 1749 | loss: 0.0311571 | val_loss: 0.0311605 | Time: 1658.83 ms [2021-09-30 10:17:40 main:581] : INFO : Epoch 1750 | loss: 0.0311545 | val_loss: 0.0311607 | Time: 1666.79 ms [2021-09-30 10:17:42 main:581] : INFO : Epoch 1751 | loss: 0.031154 | val_loss: 0.0311638 | Time: 1672.58 ms [2021-09-30 10:17:43 main:581] : INFO : Epoch 1752 | loss: 0.031156 | val_loss: 0.0311602 | Time: 1647.83 ms [2021-09-30 10:17:45 main:581] : INFO : Epoch 1753 | loss: 0.0311528 | val_loss: 0.0311579 | Time: 1678.09 ms [2021-09-30 10:17:47 main:581] : INFO : Epoch 1754 | loss: 0.031151 | val_loss: 0.0311588 | Time: 1658.19 ms [2021-09-30 10:17:48 main:581] : INFO : Epoch 1755 | loss: 0.0311523 | val_loss: 0.031159 | Time: 1690.15 ms [2021-09-30 10:17:50 main:581] : INFO : Epoch 1756 | loss: 0.0311525 | val_loss: 0.0311607 | Time: 1655.87 ms [2021-09-30 10:17:52 main:581] : INFO : Epoch 1757 | loss: 0.031152 | val_loss: 0.0311575 | Time: 1664.03 ms [2021-09-30 10:17:53 main:581] : INFO : Epoch 1758 | loss: 0.0311505 | val_loss: 0.03116 | Time: 1680.42 ms [2021-09-30 10:17:55 main:581] : INFO : Epoch 1759 | loss: 0.03115 | val_loss: 0.0311604 | Time: 1667.49 ms [2021-09-30 10:17:57 main:581] : INFO : Epoch 1760 | loss: 0.03115 | val_loss: 0.0311612 | Time: 1697.97 ms [2021-09-30 10:17:58 main:581] : INFO : Epoch 1761 | loss: 0.0311507 | val_loss: 0.0311579 | Time: 1684.55 ms [2021-09-30 10:18:00 main:581] : INFO : Epoch 1762 | loss: 0.0311511 | val_loss: 0.0311579 | Time: 1665.74 ms [2021-09-30 10:18:02 main:581] : INFO : Epoch 1763 | loss: 0.0311511 | val_loss: 0.031157 | Time: 1659.59 ms [2021-09-30 10:18:03 main:581] : INFO : Epoch 1764 | loss: 0.0311521 | val_loss: 0.0311635 | Time: 1630.43 ms [2021-09-30 10:18:05 main:581] : INFO : Epoch 1765 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 1639.44 ms [2021-09-30 10:18:07 main:581] : INFO : Epoch 1766 | loss: 0.0311545 | val_loss: 0.031162 | Time: 1631.85 ms [2021-09-30 10:18:08 main:581] : INFO : Epoch 1767 | loss: 0.0311507 | val_loss: 0.0311689 | Time: 1648.57 ms [2021-09-30 10:18:10 main:581] : INFO : Epoch 1768 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 1643 ms [2021-09-30 10:18:12 main:581] : INFO : Epoch 1769 | loss: 0.0311492 | val_loss: 0.0311617 | Time: 1600.34 ms [2021-09-30 10:18:13 main:581] : INFO : Epoch 1770 | loss: 0.0311498 | val_loss: 0.0311592 | Time: 1603.03 ms [2021-09-30 10:18:15 main:581] : INFO : Epoch 1771 | loss: 0.0311482 | val_loss: 0.03116 | Time: 1597.93 ms [2021-09-30 10:18:16 main:581] : INFO : Epoch 1772 | loss: 0.031147 | val_loss: 0.0311566 | Time: 1657.74 ms [2021-09-30 10:18:18 main:581] : INFO : Epoch 1773 | loss: 0.0311464 | val_loss: 0.031163 | Time: 1678.34 ms [2021-09-30 10:18:20 main:581] : INFO : Epoch 1774 | loss: 0.031148 | val_loss: 0.0311595 | Time: 1661.38 ms [2021-09-30 10:18:21 main:581] : INFO : Epoch 1775 | loss: 0.0311508 | val_loss: 0.031157 | Time: 1677.14 ms [2021-09-30 10:18:23 main:581] : INFO : Epoch 1776 | loss: 0.0311507 | val_loss: 0.0311725 | Time: 1646.24 ms [2021-09-30 10:18:25 main:581] : INFO : Epoch 1777 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 1624.26 ms [2021-09-30 10:18:26 main:581] : INFO : Epoch 1778 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 1679.07 ms [2021-09-30 10:18:28 main:581] : INFO : Epoch 1779 | loss: 0.0311507 | val_loss: 0.0311645 | Time: 1690.26 ms [2021-09-30 10:18:30 main:581] : INFO : Epoch 1780 | loss: 0.0311579 | val_loss: 0.0311646 | Time: 1683.09 ms [2021-09-30 10:18:31 main:581] : INFO : Epoch 1781 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 1650.38 ms [2021-09-30 10:18:33 main:581] : INFO : Epoch 1782 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 1664.03 ms [2021-09-30 10:18:35 main:581] : INFO : Epoch 1783 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 1660 ms [2021-09-30 10:18:36 main:581] : INFO : Epoch 1784 | loss: 0.0311659 | val_loss: 0.031171 | Time: 1664.06 ms [2021-09-30 10:18:38 main:581] : INFO : Epoch 1785 | loss: 0.0311599 | val_loss: 0.031165 | Time: 1681.89 ms [2021-09-30 10:18:40 main:581] : INFO : Epoch 1786 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 1663.01 ms [2021-09-30 10:18:41 main:581] : INFO : Epoch 1787 | loss: 0.031156 | val_loss: 0.0311649 | Time: 1644.85 ms [2021-09-30 10:18:43 main:581] : INFO : Epoch 1788 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 1672.47 ms [2021-09-30 10:18:45 main:581] : INFO : Epoch 1789 | loss: 0.0311594 | val_loss: 0.031165 | Time: 1689.22 ms [2021-09-30 10:18:46 main:581] : INFO : Epoch 1790 | loss: 0.0311559 | val_loss: 0.031164 | Time: 1693.44 ms [2021-09-30 10:18:48 main:581] : INFO : Epoch 1791 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 1692.46 ms [2021-09-30 10:18:50 main:581] : INFO : Epoch 1792 | loss: 0.0311571 | val_loss: 0.0311657 | Time: 1647.53 ms [2021-09-30 10:18:51 main:581] : INFO : Epoch 1793 | loss: 0.0311558 | val_loss: 0.0311678 | Time: 1647.16 ms [2021-09-30 10:18:53 main:581] : INFO : Epoch 1794 | loss: 0.0311531 | val_loss: 0.0311668 | Time: 1619.06 ms [2021-09-30 10:18:55 main:581] : INFO : Epoch 1795 | loss: 0.0311554 | val_loss: 0.0311633 | Time: 1650.62 ms [2021-09-30 10:18:56 main:581] : INFO : Epoch 1796 | loss: 0.0311533 | val_loss: 0.0311651 | Time: 1677.79 ms [2021-09-30 10:18:58 main:581] : INFO : Epoch 1797 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1652.79 ms [2021-09-30 10:19:00 main:581] : INFO : Epoch 1798 | loss: 0.0311506 | val_loss: 0.0311643 | Time: 1650.01 ms [2021-09-30 10:19:01 main:581] : INFO : Epoch 1799 | loss: 0.0311523 | val_loss: 0.0311617 | Time: 1686.57 ms [2021-09-30 10:19:03 main:581] : INFO : Epoch 1800 | loss: 0.0311548 | val_loss: 0.0311855 | Time: 1656.96 ms [2021-09-30 10:19:05 main:581] : INFO : Epoch 1801 | loss: 0.031158 | val_loss: 0.0311639 | Time: 1694.23 ms [2021-09-30 10:19:06 main:581] : INFO : Epoch 1802 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 1586.37 ms [2021-09-30 10:19:08 main:581] : INFO : Epoch 1803 | loss: 0.0311516 | val_loss: 0.0311628 | Time: 1577.47 ms [2021-09-30 10:19:09 main:581] : INFO : Epoch 1804 | loss: 0.0311499 | val_loss: 0.0311647 | Time: 1608.15 ms [2021-09-30 10:19:11 main:581] : INFO : Epoch 1805 | loss: 0.0311488 | val_loss: 0.0311642 | Time: 1678.8 ms [2021-09-30 10:19:13 main:581] : INFO : Epoch 1806 | loss: 0.0311497 | val_loss: 0.0311681 | Time: 1667.45 ms [2021-09-30 10:19:14 main:581] : INFO : Epoch 1807 | loss: 0.0311497 | val_loss: 0.0311633 | Time: 1649.75 ms [2021-09-30 10:19:16 main:581] : INFO : Epoch 1808 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 1633.77 ms [2021-09-30 10:19:18 main:581] : INFO : Epoch 1809 | loss: 0.0311516 | val_loss: 0.0311655 | Time: 1645.44 ms [2021-09-30 10:19:19 main:581] : INFO : Epoch 1810 | loss: 0.0311521 | val_loss: 0.0311676 | Time: 1673.09 ms [2021-09-30 10:19:21 main:581] : INFO : Epoch 1811 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 1705.53 ms [2021-09-30 10:19:23 main:581] : INFO : Epoch 1812 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 1679.94 ms [2021-09-30 10:19:24 main:581] : INFO : Epoch 1813 | loss: 0.0311491 | val_loss: 0.0311673 | Time: 1640.54 ms [2021-09-30 10:19:26 main:581] : INFO : Epoch 1814 | loss: 0.0311496 | val_loss: 0.0311704 | Time: 1665.9 ms [2021-09-30 10:19:28 main:581] : INFO : Epoch 1815 | loss: 0.0311501 | val_loss: 0.0311717 | Time: 1663.22 ms [2021-09-30 10:19:29 main:581] : INFO : Epoch 1816 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 1660.28 ms [2021-09-30 10:19:31 main:581] : INFO : Epoch 1817 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 1664 ms [2021-09-30 10:19:33 main:581] : INFO : Epoch 1818 | loss: 0.031149 | val_loss: 0.0311651 | Time: 1669.59 ms [2021-09-30 10:19:34 main:581] : INFO : Epoch 1819 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 1671.41 ms [2021-09-30 10:19:36 main:581] : INFO : Epoch 1820 | loss: 0.0311506 | val_loss: 0.031164 | Time: 1597.44 ms [2021-09-30 10:19:38 main:581] : INFO : Epoch 1821 | loss: 0.031149 | val_loss: 0.0311688 | Time: 1693.18 ms [2021-09-30 10:19:39 main:581] : INFO : Epoch 1822 | loss: 0.031148 | val_loss: 0.0311626 | Time: 1662.98 ms [2021-09-30 10:19:41 main:581] : INFO : Epoch 1823 | loss: 0.0311469 | val_loss: 0.0311628 | Time: 1700.91 ms [2021-09-30 10:19:43 main:581] : INFO : Epoch 1824 | loss: 0.0311491 | val_loss: 0.0311644 | Time: 1622.2 ms [2021-09-30 10:19:44 main:581] : INFO : Epoch 1825 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 1627.59 ms [2021-09-30 10:19:46 main:581] : INFO : Epoch 1826 | loss: 0.03115 | val_loss: 0.0311653 | Time: 1655.15 ms [2021-09-30 10:19:48 main:581] : INFO : Epoch 1827 | loss: 0.0311512 | val_loss: 0.0311645 | Time: 1687.82 ms [2021-09-30 10:19:49 main:581] : INFO : Epoch 1828 | loss: 0.0311486 | val_loss: 0.0311686 | Time: 1646.06 ms [2021-09-30 10:19:51 main:581] : INFO : Epoch 1829 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 1639.37 ms [2021-09-30 10:19:53 main:581] : INFO : Epoch 1830 | loss: 0.0311471 | val_loss: 0.0311658 | Time: 1657.41 ms [2021-09-30 10:19:54 main:581] : INFO : Epoch 1831 | loss: 0.0311513 | val_loss: 0.0311687 | Time: 1673.01 ms [2021-09-30 10:19:56 main:581] : INFO : Epoch 1832 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 1659.76 ms [2021-09-30 10:19:58 main:581] : INFO : Epoch 1833 | loss: 0.0311609 | val_loss: 0.0311621 | Time: 1639.33 ms [2021-09-30 10:19:59 main:581] : INFO : Epoch 1834 | loss: 0.031157 | val_loss: 0.0311622 | Time: 1677.33 ms [2021-09-30 10:20:01 main:581] : INFO : Epoch 1835 | loss: 0.0311549 | val_loss: 0.0311608 | Time: 1644.92 ms [2021-09-30 10:20:03 main:581] : INFO : Epoch 1836 | loss: 0.0311557 | val_loss: 0.0311612 | Time: 1663.54 ms [2021-09-30 10:20:04 main:581] : INFO : Epoch 1837 | loss: 0.0311532 | val_loss: 0.0311609 | Time: 1679.75 ms [2021-09-30 10:20:06 main:581] : INFO : Epoch 1838 | loss: 0.0311556 | val_loss: 0.0311634 | Time: 1652.93 ms [2021-09-30 10:20:08 main:581] : INFO : Epoch 1839 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 1685.18 ms [2021-09-30 10:20:09 main:581] : INFO : Epoch 1840 | loss: 0.0311593 | val_loss: 0.0311605 | Time: 1619.37 ms [2021-09-30 10:20:11 main:581] : INFO : Epoch 1841 | loss: 0.0311595 | val_loss: 0.0311634 | Time: 1644.42 ms [2021-09-30 10:20:13 main:581] : INFO : Epoch 1842 | loss: 0.0311585 | val_loss: 0.0311672 | Time: 1672.93 ms [2021-09-30 10:20:14 main:581] : INFO : Epoch 1843 | loss: 0.031164 | val_loss: 0.0311645 | Time: 1666.21 ms [2021-09-30 10:20:16 main:581] : INFO : Epoch 1844 | loss: 0.0311568 | val_loss: 0.0311619 | Time: 1653.11 ms [2021-09-30 10:20:18 main:581] : INFO : Epoch 1845 | loss: 0.0311552 | val_loss: 0.031161 | Time: 1654.71 ms [2021-09-30 10:20:19 main:581] : INFO : Epoch 1846 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 1661.61 ms [2021-09-30 10:20:21 main:581] : INFO : Epoch 1847 | loss: 0.0311562 | val_loss: 0.0311623 | Time: 1677.49 ms [2021-09-30 10:20:23 main:581] : INFO : Epoch 1848 | loss: 0.0311527 | val_loss: 0.0311612 | Time: 1685.5 ms [2021-09-30 10:20:24 main:581] : INFO : Epoch 1849 | loss: 0.0311504 | val_loss: 0.031164 | Time: 1675.47 ms [2021-09-30 10:20:26 main:581] : INFO : Epoch 1850 | loss: 0.0311506 | val_loss: 0.0311608 | Time: 1688.54 ms [2021-09-30 10:20:28 main:581] : INFO : Epoch 1851 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 1661.83 ms [2021-09-30 10:20:29 main:581] : INFO : Epoch 1852 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 1634.56 ms [2021-09-30 10:20:31 main:581] : INFO : Epoch 1853 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 1639.27 ms [2021-09-30 10:20:33 main:581] : INFO : Epoch 1854 | loss: 0.0311529 | val_loss: 0.0311717 | Time: 1660.3 ms [2021-09-30 10:20:34 main:581] : INFO : Epoch 1855 | loss: 0.0311551 | val_loss: 0.0311674 | Time: 1642.44 ms [2021-09-30 10:20:36 main:581] : INFO : Epoch 1856 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 1646.89 ms [2021-09-30 10:20:37 main:581] : INFO : Epoch 1857 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 1629.68 ms [2021-09-30 10:20:39 main:581] : INFO : Epoch 1858 | loss: 0.0311533 | val_loss: 0.0311705 | Time: 1667.69 ms [2021-09-30 10:20:41 main:581] : INFO : Epoch 1859 | loss: 0.0311507 | val_loss: 0.0311665 | Time: 1653.59 ms [2021-09-30 10:20:42 main:581] : INFO : Epoch 1860 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 1651.97 ms [2021-09-30 10:20:44 main:581] : INFO : Epoch 1861 | loss: 0.0311527 | val_loss: 0.0311664 | Time: 1651.56 ms [2021-09-30 10:20:46 main:581] : INFO : Epoch 1862 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 1656.77 ms [2021-09-30 10:20:47 main:581] : INFO : Epoch 1863 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 1631.55 ms [2021-09-30 10:20:49 main:581] : INFO : Epoch 1864 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 1580.96 ms [2021-09-30 10:20:51 main:581] : INFO : Epoch 1865 | loss: 0.0311484 | val_loss: 0.0311622 | Time: 1593.89 ms [2021-09-30 10:20:52 main:581] : INFO : Epoch 1866 | loss: 0.0311474 | val_loss: 0.031164 | Time: 1608.33 ms [2021-09-30 10:20:54 main:581] : INFO : Epoch 1867 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 1634.44 ms [2021-09-30 10:20:55 main:581] : INFO : Epoch 1868 | loss: 0.0311475 | val_loss: 0.0311622 | Time: 1673.12 ms [2021-09-30 10:20:57 main:581] : INFO : Epoch 1869 | loss: 0.0311476 | val_loss: 0.0311655 | Time: 1672.57 ms [2021-09-30 10:20:59 main:581] : INFO : Epoch 1870 | loss: 0.0311463 | val_loss: 0.0311624 | Time: 1668.27 ms [2021-09-30 10:21:00 main:581] : INFO : Epoch 1871 | loss: 0.031148 | val_loss: 0.0311616 | Time: 1675.83 ms [2021-09-30 10:21:02 main:581] : INFO : Epoch 1872 | loss: 0.0311488 | val_loss: 0.0311649 | Time: 1688.34 ms [2021-09-30 10:21:04 main:581] : INFO : Epoch 1873 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 1653.08 ms [2021-09-30 10:21:05 main:581] : INFO : Epoch 1874 | loss: 0.0311474 | val_loss: 0.0311643 | Time: 1661.37 ms [2021-09-30 10:21:07 main:581] : INFO : Epoch 1875 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 1638.55 ms [2021-09-30 10:21:09 main:581] : INFO : Epoch 1876 | loss: 0.031147 | val_loss: 0.031167 | Time: 1616.92 ms [2021-09-30 10:21:10 main:581] : INFO : Epoch 1877 | loss: 0.031145 | val_loss: 0.0311593 | Time: 1602.64 ms [2021-09-30 10:21:12 main:581] : INFO : Epoch 1878 | loss: 0.0311455 | val_loss: 0.0311701 | Time: 1670.03 ms [2021-09-30 10:21:14 main:581] : INFO : Epoch 1879 | loss: 0.0311475 | val_loss: 0.0311689 | Time: 1599.21 ms [2021-09-30 10:21:15 main:581] : INFO : Epoch 1880 | loss: 0.0311503 | val_loss: 0.0311665 | Time: 1622.23 ms [2021-09-30 10:21:17 main:581] : INFO : Epoch 1881 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 1661.57 ms [2021-09-30 10:21:19 main:581] : INFO : Epoch 1882 | loss: 0.0311449 | val_loss: 0.031162 | Time: 1672.32 ms [2021-09-30 10:21:20 main:581] : INFO : Epoch 1883 | loss: 0.0311452 | val_loss: 0.0311604 | Time: 1669.78 ms [2021-09-30 10:21:22 main:581] : INFO : Epoch 1884 | loss: 0.0311449 | val_loss: 0.0311621 | Time: 1655.62 ms [2021-09-30 10:21:24 main:581] : INFO : Epoch 1885 | loss: 0.0311433 | val_loss: 0.0311646 | Time: 1691.9 ms [2021-09-30 10:21:25 main:581] : INFO : Epoch 1886 | loss: 0.0311431 | val_loss: 0.0311649 | Time: 1640.18 ms [2021-09-30 10:21:27 main:581] : INFO : Epoch 1887 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 1641.8 ms [2021-09-30 10:21:28 main:581] : INFO : Epoch 1888 | loss: 0.0311415 | val_loss: 0.031161 | Time: 1583.96 ms [2021-09-30 10:21:30 main:581] : INFO : Epoch 1889 | loss: 0.0311415 | val_loss: 0.0311674 | Time: 1611.08 ms [2021-09-30 10:21:32 main:581] : INFO : Epoch 1890 | loss: 0.0311423 | val_loss: 0.0311626 | Time: 1660.78 ms [2021-09-30 10:21:33 main:581] : INFO : Epoch 1891 | loss: 0.031144 | val_loss: 0.0311652 | Time: 1627.72 ms [2021-09-30 10:21:35 main:581] : INFO : Epoch 1892 | loss: 0.0311443 | val_loss: 0.0311649 | Time: 1655.54 ms [2021-09-30 10:21:37 main:581] : INFO : Epoch 1893 | loss: 0.0311432 | val_loss: 0.0311694 | Time: 1691.35 ms [2021-09-30 10:21:38 main:581] : INFO : Epoch 1894 | loss: 0.0311434 | val_loss: 0.0311603 | Time: 1649.66 ms [2021-09-30 10:21:40 main:581] : INFO : Epoch 1895 | loss: 0.0311468 | val_loss: 0.0311645 | Time: 1641.99 ms [2021-09-30 10:21:42 main:581] : INFO : Epoch 1896 | loss: 0.0311481 | val_loss: 0.0311663 | Time: 1634.53 ms [2021-09-30 10:21:43 main:581] : INFO : Epoch 1897 | loss: 0.0311468 | val_loss: 0.0311622 | Time: 1648.15 ms [2021-09-30 10:21:45 main:581] : INFO : Epoch 1898 | loss: 0.0311481 | val_loss: 0.0311614 | Time: 1616.73 ms [2021-09-30 10:21:47 main:581] : INFO : Epoch 1899 | loss: 0.0311465 | val_loss: 0.0311658 | Time: 1653.18 ms [2021-09-30 10:21:48 main:581] : INFO : Epoch 1900 | loss: 0.031146 | val_loss: 0.03116 | Time: 1698.86 ms [2021-09-30 10:21:50 main:581] : INFO : Epoch 1901 | loss: 0.0311448 | val_loss: 0.0311608 | Time: 1670.74 ms [2021-09-30 10:21:52 main:581] : INFO : Epoch 1902 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 1604.11 ms [2021-09-30 10:21:53 main:581] : INFO : Epoch 1903 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 1569.37 ms [2021-09-30 10:21:55 main:581] : INFO : Epoch 1904 | loss: 0.0311509 | val_loss: 0.031165 | Time: 1570.6 ms [2021-09-30 10:21:56 main:581] : INFO : Epoch 1905 | loss: 0.0311486 | val_loss: 0.0311647 | Time: 1590.94 ms [2021-09-30 10:21:58 main:581] : INFO : Epoch 1906 | loss: 0.0311463 | val_loss: 0.0311681 | Time: 1660.57 ms [2021-09-30 10:22:00 main:581] : INFO : Epoch 1907 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 1643.92 ms [2021-09-30 10:22:01 main:581] : INFO : Epoch 1908 | loss: 0.0311478 | val_loss: 0.0311726 | Time: 1647.91 ms [2021-09-30 10:22:03 main:581] : INFO : Epoch 1909 | loss: 0.0311484 | val_loss: 0.0311621 | Time: 1627.69 ms [2021-09-30 10:22:04 main:581] : INFO : Epoch 1910 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 1621.94 ms [2021-09-30 10:22:06 main:581] : INFO : Epoch 1911 | loss: 0.031147 | val_loss: 0.0311651 | Time: 1622.91 ms [2021-09-30 10:22:08 main:581] : INFO : Epoch 1912 | loss: 0.0311463 | val_loss: 0.0311629 | Time: 1692.68 ms [2021-09-30 10:22:09 main:581] : INFO : Epoch 1913 | loss: 0.0311468 | val_loss: 0.0311704 | Time: 1650.66 ms [2021-09-30 10:22:11 main:581] : INFO : Epoch 1914 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 1645.37 ms [2021-09-30 10:22:13 main:581] : INFO : Epoch 1915 | loss: 0.031148 | val_loss: 0.0311612 | Time: 1669.92 ms [2021-09-30 10:22:14 main:581] : INFO : Epoch 1916 | loss: 0.0311474 | val_loss: 0.0311604 | Time: 1675.56 ms [2021-09-30 10:22:16 main:581] : INFO : Epoch 1917 | loss: 0.0311452 | val_loss: 0.0311608 | Time: 1699.84 ms [2021-09-30 10:22:18 main:581] : INFO : Epoch 1918 | loss: 0.0311461 | val_loss: 0.0311609 | Time: 1688.02 ms [2021-09-30 10:22:19 main:581] : INFO : Epoch 1919 | loss: 0.0311458 | val_loss: 0.031163 | Time: 1669.89 ms [2021-09-30 10:22:21 main:581] : INFO : Epoch 1920 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 1691.57 ms [2021-09-30 10:22:23 main:581] : INFO : Epoch 1921 | loss: 0.0311462 | val_loss: 0.031162 | Time: 1665.63 ms [2021-09-30 10:22:24 main:581] : INFO : Epoch 1922 | loss: 0.0311501 | val_loss: 0.0311604 | Time: 1643.57 ms [2021-09-30 10:22:26 main:581] : INFO : Epoch 1923 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 1632.03 ms [2021-09-30 10:22:28 main:581] : INFO : Epoch 1924 | loss: 0.0311452 | val_loss: 0.0311641 | Time: 1653.18 ms [2021-09-30 10:22:29 main:581] : INFO : Epoch 1925 | loss: 0.0311463 | val_loss: 0.0311602 | Time: 1620.54 ms [2021-09-30 10:22:31 main:581] : INFO : Epoch 1926 | loss: 0.0311461 | val_loss: 0.0311593 | Time: 1587.93 ms [2021-09-30 10:22:33 main:581] : INFO : Epoch 1927 | loss: 0.0311461 | val_loss: 0.0311564 | Time: 1597.48 ms [2021-09-30 10:22:34 main:581] : INFO : Epoch 1928 | loss: 0.0311484 | val_loss: 0.0311599 | Time: 1613.91 ms [2021-09-30 10:22:36 main:581] : INFO : Epoch 1929 | loss: 0.0311484 | val_loss: 0.0311609 | Time: 1629.07 ms [2021-09-30 10:22:37 main:581] : INFO : Epoch 1930 | loss: 0.0311496 | val_loss: 0.0311584 | Time: 1654.82 ms [2021-09-30 10:22:39 main:581] : INFO : Epoch 1931 | loss: 0.0311464 | val_loss: 0.0311556 | Time: 1633.44 ms [2021-09-30 10:22:41 main:581] : INFO : Epoch 1932 | loss: 0.0311442 | val_loss: 0.0311573 | Time: 1644.27 ms [2021-09-30 10:22:42 main:581] : INFO : Epoch 1933 | loss: 0.031145 | val_loss: 0.0311544 | Time: 1666.64 ms [2021-09-30 10:22:44 main:581] : INFO : Epoch 1934 | loss: 0.0311437 | val_loss: 0.0311565 | Time: 1671.82 ms [2021-09-30 10:22:46 main:581] : INFO : Epoch 1935 | loss: 0.031144 | val_loss: 0.0311549 | Time: 1681.71 ms [2021-09-30 10:22:47 main:581] : INFO : Epoch 1936 | loss: 0.0311452 | val_loss: 0.0311545 | Time: 1648.48 ms [2021-09-30 10:22:49 main:581] : INFO : Epoch 1937 | loss: 0.031145 | val_loss: 0.0311537 | Time: 1647.38 ms [2021-09-30 10:22:51 main:581] : INFO : Epoch 1938 | loss: 0.0311431 | val_loss: 0.0311551 | Time: 1601.93 ms [2021-09-30 10:22:52 main:581] : INFO : Epoch 1939 | loss: 0.031143 | val_loss: 0.0311622 | Time: 1659.33 ms [2021-09-30 10:22:54 main:581] : INFO : Epoch 1940 | loss: 0.031142 | val_loss: 0.0311547 | Time: 1664.06 ms [2021-09-30 10:22:56 main:581] : INFO : Epoch 1941 | loss: 0.0311422 | val_loss: 0.0311537 | Time: 1683.52 ms [2021-09-30 10:22:57 main:581] : INFO : Epoch 1942 | loss: 0.0311432 | val_loss: 0.0311534 | Time: 1687.9 ms [2021-09-30 10:22:59 main:581] : INFO : Epoch 1943 | loss: 0.0311418 | val_loss: 0.031155 | Time: 1629.48 ms [2021-09-30 10:23:01 main:581] : INFO : Epoch 1944 | loss: 0.0311416 | val_loss: 0.0311579 | Time: 1632.68 ms [2021-09-30 10:23:02 main:581] : INFO : Epoch 1945 | loss: 0.0311408 | val_loss: 0.0311551 | Time: 1647.63 ms [2021-09-30 10:23:04 main:581] : INFO : Epoch 1946 | loss: 0.0311404 | val_loss: 0.0311577 | Time: 1655.71 ms [2021-09-30 10:23:06 main:581] : INFO : Epoch 1947 | loss: 0.0311389 | val_loss: 0.0311549 | Time: 1649.62 ms [2021-09-30 10:23:07 main:581] : INFO : Epoch 1948 | loss: 0.0311404 | val_loss: 0.0311577 | Time: 1688.22 ms [2021-09-30 10:23:09 main:581] : INFO : Epoch 1949 | loss: 0.0311404 | val_loss: 0.0311551 | Time: 1653.4 ms [2021-09-30 10:23:11 main:581] : INFO : Epoch 1950 | loss: 0.0311407 | val_loss: 0.0311565 | Time: 1652.78 ms [2021-09-30 10:23:12 main:581] : INFO : Epoch 1951 | loss: 0.0311392 | val_loss: 0.0311611 | Time: 1641.91 ms [2021-09-30 10:23:14 main:581] : INFO : Epoch 1952 | loss: 0.0311431 | val_loss: 0.0311594 | Time: 1640.78 ms [2021-09-30 10:23:15 main:581] : INFO : Epoch 1953 | loss: 0.0311408 | val_loss: 0.0311609 | Time: 1631.58 ms [2021-09-30 10:23:17 main:581] : INFO : Epoch 1954 | loss: 0.0311419 | val_loss: 0.0311555 | Time: 1644.37 ms [2021-09-30 10:23:19 main:581] : INFO : Epoch 1955 | loss: 0.0311393 | val_loss: 0.0311602 | Time: 1678.9 ms [2021-09-30 10:23:20 main:581] : INFO : Epoch 1956 | loss: 0.031142 | val_loss: 0.0311638 | Time: 1637.02 ms [2021-09-30 10:23:22 main:581] : INFO : Epoch 1957 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 1694.31 ms [2021-09-30 10:23:24 main:581] : INFO : Epoch 1958 | loss: 0.0311401 | val_loss: 0.0311571 | Time: 1676.7 ms [2021-09-30 10:23:25 main:581] : INFO : Epoch 1959 | loss: 0.0311392 | val_loss: 0.0311599 | Time: 1648.38 ms [2021-09-30 10:23:27 main:581] : INFO : Epoch 1960 | loss: 0.0311386 | val_loss: 0.0311556 | Time: 1660.93 ms [2021-09-30 10:23:29 main:581] : INFO : Epoch 1961 | loss: 0.0311378 | val_loss: 0.0311541 | Time: 1667.39 ms [2021-09-30 10:23:30 main:581] : INFO : Epoch 1962 | loss: 0.0311385 | val_loss: 0.0311531 | Time: 1660.57 ms [2021-09-30 10:23:32 main:581] : INFO : Epoch 1963 | loss: 0.0311406 | val_loss: 0.0311597 | Time: 1652.29 ms [2021-09-30 10:23:34 main:581] : INFO : Epoch 1964 | loss: 0.0311408 | val_loss: 0.0311645 | Time: 1644.82 ms [2021-09-30 10:23:35 main:581] : INFO : Epoch 1965 | loss: 0.0311388 | val_loss: 0.0311593 | Time: 1641 ms [2021-09-30 10:23:37 main:581] : INFO : Epoch 1966 | loss: 0.0311414 | val_loss: 0.0311546 | Time: 1612.17 ms [2021-09-30 10:23:39 main:581] : INFO : Epoch 1967 | loss: 0.0311408 | val_loss: 0.0311547 | Time: 1623.02 ms [2021-09-30 10:23:40 main:581] : INFO : Epoch 1968 | loss: 0.0311404 | val_loss: 0.0311536 | Time: 1640.54 ms [2021-09-30 10:23:42 main:581] : INFO : Epoch 1969 | loss: 0.0311387 | val_loss: 0.0311544 | Time: 1630.43 ms [2021-09-30 10:23:44 main:581] : INFO : Epoch 1970 | loss: 0.0311417 | val_loss: 0.0311594 | Time: 1628.59 ms [2021-09-30 10:23:45 main:581] : INFO : Epoch 1971 | loss: 0.0311408 | val_loss: 0.031159 | Time: 1678.15 ms [2021-09-30 10:23:47 main:581] : INFO : Epoch 1972 | loss: 0.0311428 | val_loss: 0.0311651 | Time: 1679.74 ms [2021-09-30 10:23:49 main:581] : INFO : Epoch 1973 | loss: 0.0311421 | val_loss: 0.031158 | Time: 1644.21 ms [2021-09-30 10:23:50 main:581] : INFO : Epoch 1974 | loss: 0.0311424 | val_loss: 0.0311621 | Time: 1689.88 ms [2021-09-30 10:23:52 main:581] : INFO : Epoch 1975 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 1649.82 ms [2021-09-30 10:23:53 main:581] : INFO : Epoch 1976 | loss: 0.0311407 | val_loss: 0.0311655 | Time: 1609.53 ms [2021-09-30 10:23:55 main:581] : INFO : Epoch 1977 | loss: 0.0311421 | val_loss: 0.031162 | Time: 1578.58 ms [2021-09-30 10:23:57 main:581] : INFO : Epoch 1978 | loss: 0.0311398 | val_loss: 0.031162 | Time: 1578.89 ms [2021-09-30 10:23:58 main:581] : INFO : Epoch 1979 | loss: 0.0311439 | val_loss: 0.031158 | Time: 1660.68 ms [2021-09-30 10:24:00 main:581] : INFO : Epoch 1980 | loss: 0.0311469 | val_loss: 0.0311622 | Time: 1689.42 ms [2021-09-30 10:24:02 main:581] : INFO : Epoch 1981 | loss: 0.0311422 | val_loss: 0.0311651 | Time: 1681.27 ms [2021-09-30 10:24:03 main:581] : INFO : Epoch 1982 | loss: 0.0311469 | val_loss: 0.0311581 | Time: 1665.46 ms [2021-09-30 10:24:05 main:581] : INFO : Epoch 1983 | loss: 0.0311464 | val_loss: 0.0311731 | Time: 1678.79 ms [2021-09-30 10:24:07 main:581] : INFO : Epoch 1984 | loss: 0.031149 | val_loss: 0.0311613 | Time: 1665.78 ms [2021-09-30 10:24:08 main:581] : INFO : Epoch 1985 | loss: 0.0311449 | val_loss: 0.0311582 | Time: 1690.64 ms [2021-09-30 10:24:10 main:581] : INFO : Epoch 1986 | loss: 0.0311421 | val_loss: 0.0311653 | Time: 1681.73 ms [2021-09-30 10:24:12 main:581] : INFO : Epoch 1987 | loss: 0.0311415 | val_loss: 0.0311604 | Time: 1694.17 ms [2021-09-30 10:24:13 main:581] : INFO : Epoch 1988 | loss: 0.031141 | val_loss: 0.031159 | Time: 1661.76 ms [2021-09-30 10:24:15 main:581] : INFO : Epoch 1989 | loss: 0.0311397 | val_loss: 0.0311616 | Time: 1641.65 ms [2021-09-30 10:24:17 main:581] : INFO : Epoch 1990 | loss: 0.0311388 | val_loss: 0.0311603 | Time: 1665.12 ms [2021-09-30 10:24:18 main:581] : INFO : Epoch 1991 | loss: 0.0311373 | val_loss: 0.0311605 | Time: 1677.55 ms [2021-09-30 10:24:20 main:581] : INFO : Epoch 1992 | loss: 0.0311387 | val_loss: 0.031165 | Time: 1641.85 ms [2021-09-30 10:24:22 main:581] : INFO : Epoch 1993 | loss: 0.0311406 | val_loss: 0.0311565 | Time: 1647.75 ms [2021-09-30 10:24:23 main:581] : INFO : Epoch 1994 | loss: 0.0311383 | val_loss: 0.0311576 | Time: 1657.81 ms [2021-09-30 10:24:25 main:581] : INFO : Epoch 1995 | loss: 0.0311381 | val_loss: 0.0311571 | Time: 1658.72 ms [2021-09-30 10:24:27 main:581] : INFO : Epoch 1996 | loss: 0.0311389 | val_loss: 0.0311576 | Time: 1648.5 ms [2021-09-30 10:24:28 main:581] : INFO : Epoch 1997 | loss: 0.0311401 | val_loss: 0.0311625 | Time: 1625.57 ms [2021-09-30 10:24:30 main:581] : INFO : Epoch 1998 | loss: 0.0311482 | val_loss: 0.0311664 | Time: 1624.97 ms [2021-09-30 10:24:32 main:581] : INFO : Epoch 1999 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 1649.45 ms [2021-09-30 10:24:33 main:581] : INFO : Epoch 2000 | loss: 0.0311388 | val_loss: 0.0311601 | Time: 1695.23 ms [2021-09-30 10:24:35 main:581] : INFO : Epoch 2001 | loss: 0.0311373 | val_loss: 0.0311603 | Time: 1671.53 ms [2021-09-30 10:24:37 main:581] : INFO : Epoch 2002 | loss: 0.031136 | val_loss: 0.0311579 | Time: 1657.66 ms [2021-09-30 10:24:38 main:581] : INFO : Epoch 2003 | loss: 0.0311395 | val_loss: 0.0311619 | Time: 1645.09 ms [2021-09-30 10:24:40 main:581] : INFO : Epoch 2004 | loss: 0.0311448 | val_loss: 0.0311601 | Time: 1683.9 ms [2021-09-30 10:24:42 main:581] : INFO : Epoch 2005 | loss: 0.0311573 | val_loss: 0.0311639 | Time: 1661.92 ms [2021-09-30 10:24:43 main:581] : INFO : Epoch 2006 | loss: 0.0311573 | val_loss: 0.0311648 | Time: 1683.88 ms [2021-09-30 10:24:45 main:581] : INFO : Epoch 2007 | loss: 0.0311536 | val_loss: 0.0311613 | Time: 1661.22 ms [2021-09-30 10:24:47 main:581] : INFO : Epoch 2008 | loss: 0.0311503 | val_loss: 0.0311633 | Time: 1673.23 ms [2021-09-30 10:24:48 main:581] : INFO : Epoch 2009 | loss: 0.031154 | val_loss: 0.0311607 | Time: 1682.23 ms [2021-09-30 10:24:50 main:581] : INFO : Epoch 2010 | loss: 0.0311563 | val_loss: 0.0311598 | Time: 1666.77 ms [2021-09-30 10:24:52 main:581] : INFO : Epoch 2011 | loss: 0.0311534 | val_loss: 0.031156 | Time: 1676.15 ms [2021-09-30 10:24:53 main:581] : INFO : Epoch 2012 | loss: 0.0311511 | val_loss: 0.0311565 | Time: 1649.26 ms [2021-09-30 10:24:55 main:581] : INFO : Epoch 2013 | loss: 0.0311516 | val_loss: 0.0311602 | Time: 1664.09 ms [2021-09-30 10:24:57 main:581] : INFO : Epoch 2014 | loss: 0.0311516 | val_loss: 0.0311547 | Time: 1684.83 ms [2021-09-30 10:24:58 main:581] : INFO : Epoch 2015 | loss: 0.0311504 | val_loss: 0.0311562 | Time: 1639.24 ms [2021-09-30 10:25:00 main:581] : INFO : Epoch 2016 | loss: 0.0311503 | val_loss: 0.0311543 | Time: 1613.26 ms [2021-09-30 10:25:02 main:581] : INFO : Epoch 2017 | loss: 0.0311486 | val_loss: 0.0311551 | Time: 1652.88 ms [2021-09-30 10:25:03 main:581] : INFO : Epoch 2018 | loss: 0.0311469 | val_loss: 0.031157 | Time: 1682.01 ms [2021-09-30 10:25:05 main:581] : INFO : Epoch 2019 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 1657.88 ms [2021-09-30 10:25:07 main:581] : INFO : Epoch 2020 | loss: 0.0311496 | val_loss: 0.031157 | Time: 1688.26 ms [2021-09-30 10:25:08 main:581] : INFO : Epoch 2021 | loss: 0.0311539 | val_loss: 0.0311587 | Time: 1681.32 ms [2021-09-30 10:25:10 main:581] : INFO : Epoch 2022 | loss: 0.0311617 | val_loss: 0.0311587 | Time: 1656.73 ms [2021-09-30 10:25:12 main:581] : INFO : Epoch 2023 | loss: 0.0311613 | val_loss: 0.0311649 | Time: 1654.85 ms [2021-09-30 10:25:13 main:581] : INFO : Epoch 2024 | loss: 0.0311584 | val_loss: 0.031154 | Time: 1673.76 ms [2021-09-30 10:25:15 main:581] : INFO : Epoch 2025 | loss: 0.0311561 | val_loss: 0.0311545 | Time: 1647.86 ms [2021-09-30 10:25:17 main:581] : INFO : Epoch 2026 | loss: 0.031155 | val_loss: 0.0311568 | Time: 1691.26 ms [2021-09-30 10:25:18 main:581] : INFO : Epoch 2027 | loss: 0.0311529 | val_loss: 0.0311537 | Time: 1627.58 ms [2021-09-30 10:25:20 main:581] : INFO : Epoch 2028 | loss: 0.0311534 | val_loss: 0.031154 | Time: 1665.77 ms [2021-09-30 10:25:22 main:581] : INFO : Epoch 2029 | loss: 0.0311511 | val_loss: 0.0311536 | Time: 1675.79 ms [2021-09-30 10:25:23 main:581] : INFO : Epoch 2030 | loss: 0.031151 | val_loss: 0.031152 | Time: 1667.18 ms [2021-09-30 10:25:25 main:581] : INFO : Epoch 2031 | loss: 0.0311506 | val_loss: 0.0311549 | Time: 1627.78 ms [2021-09-30 10:25:26 main:581] : INFO : Epoch 2032 | loss: 0.0311521 | val_loss: 0.0311522 | Time: 1636.74 ms [2021-09-30 10:25:28 main:581] : INFO : Epoch 2033 | loss: 0.0311497 | val_loss: 0.0311524 | Time: 1646.17 ms [2021-09-30 10:25:30 main:581] : INFO : Epoch 2034 | loss: 0.0311504 | val_loss: 0.0311541 | Time: 1579.63 ms [2021-09-30 10:25:31 main:581] : INFO : Epoch 2035 | loss: 0.0311483 | val_loss: 0.0311517 | Time: 1590.14 ms [2021-09-30 10:25:33 main:581] : INFO : Epoch 2036 | loss: 0.0311501 | val_loss: 0.0311536 | Time: 1608.35 ms [2021-09-30 10:25:35 main:581] : INFO : Epoch 2037 | loss: 0.0311504 | val_loss: 0.0311542 | Time: 1633.19 ms [2021-09-30 10:25:36 main:581] : INFO : Epoch 2038 | loss: 0.03115 | val_loss: 0.0311552 | Time: 1624.11 ms [2021-09-30 10:25:38 main:581] : INFO : Epoch 2039 | loss: 0.0311527 | val_loss: 0.0311562 | Time: 1664.12 ms [2021-09-30 10:25:39 main:581] : INFO : Epoch 2040 | loss: 0.0311501 | val_loss: 0.0311549 | Time: 1609.24 ms [2021-09-30 10:25:41 main:581] : INFO : Epoch 2041 | loss: 0.0311497 | val_loss: 0.0311585 | Time: 1623.37 ms [2021-09-30 10:25:43 main:581] : INFO : Epoch 2042 | loss: 0.0311505 | val_loss: 0.0311548 | Time: 1624.39 ms [2021-09-30 10:25:44 main:581] : INFO : Epoch 2043 | loss: 0.0311454 | val_loss: 0.0311551 | Time: 1626.04 ms [2021-09-30 10:25:46 main:581] : INFO : Epoch 2044 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 1658.48 ms [2021-09-30 10:25:48 main:581] : INFO : Epoch 2045 | loss: 0.0311458 | val_loss: 0.0311532 | Time: 1655.4 ms [2021-09-30 10:25:49 main:581] : INFO : Epoch 2046 | loss: 0.0311448 | val_loss: 0.0311549 | Time: 1656.12 ms [2021-09-30 10:25:51 main:581] : INFO : Epoch 2047 | loss: 0.031145 | val_loss: 0.0311569 | Time: 1647.7 ms [2021-09-30 10:25:53 main:581] : INFO : Epoch 2048 | loss: 0.0311509 | val_loss: 0.0311541 | Time: 1610.08 ms [2021-09-30 10:25:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311541 [2021-09-30 10:25:53 main:610] : INFO : Saving end state to config to file [2021-09-30 10:25:53 main:615] : INFO : Success, exiting.. 10:25:53 (1809914): 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)