Task 5088010
| Name | ParityModified-1619234547-3977-0_2 |
| Workunit | 3041407 |
| Created | 25 Apr 2021, 15:30:50 UTC |
| Sent | 25 Apr 2021, 17:09:42 UTC |
| Report deadline | 3 May 2021, 17:09:42 UTC |
| Received | 25 Apr 2021, 19:05:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7225 |
| Run time | 55 min 13 sec |
| CPU time | 46 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 0.0312498 | val_loss: 0.0312501 | Time: 1552.08 ms [2021-04-25 19:51:42 main:574] : INFO : Epoch 1542 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1543.76 ms [2021-04-25 19:51:44 main:574] : INFO : Epoch 1543 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1616.12 ms [2021-04-25 19:51:45 main:574] : INFO : Epoch 1544 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1544.86 ms [2021-04-25 19:51:47 main:574] : INFO : Epoch 1545 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1630.11 ms [2021-04-25 19:51:49 main:574] : INFO : Epoch 1546 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1613.32 ms [2021-04-25 19:51:50 main:574] : INFO : Epoch 1547 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 1600.52 ms [2021-04-25 19:51:52 main:574] : INFO : Epoch 1548 | loss: 0.0312553 | val_loss: 0.0312564 | Time: 1599.83 ms [2021-04-25 19:51:53 main:574] : INFO : Epoch 1549 | loss: 0.031254 | val_loss: 0.0312519 | Time: 1587.92 ms [2021-04-25 19:51:55 main:574] : INFO : Epoch 1550 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1609.14 ms [2021-04-25 19:51:57 main:574] : INFO : Epoch 1551 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 1617.72 ms [2021-04-25 19:51:58 main:574] : INFO : Epoch 1552 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1656.18 ms [2021-04-25 19:52:00 main:574] : INFO : Epoch 1553 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1723.38 ms [2021-04-25 19:52:02 main:574] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1532.7 ms [2021-04-25 19:52:03 main:574] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1590.65 ms [2021-04-25 19:52:05 main:574] : INFO : Epoch 1556 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1604.01 ms [2021-04-25 19:52:06 main:574] : INFO : Epoch 1557 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1596.83 ms [2021-04-25 19:52:08 main:574] : INFO : Epoch 1558 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1589.81 ms [2021-04-25 19:52:10 main:574] : INFO : Epoch 1559 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1571.58 ms [2021-04-25 19:52:11 main:574] : INFO : Epoch 1560 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1600.09 ms [2021-04-25 19:52:13 main:574] : INFO : Epoch 1561 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1521.32 ms [2021-04-25 19:52:14 main:574] : INFO : Epoch 1562 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1635.42 ms [2021-04-25 19:52:16 main:574] : INFO : Epoch 1563 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 1598.69 ms [2021-04-25 19:52:18 main:574] : INFO : Epoch 1564 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1645.43 ms [2021-04-25 19:52:19 main:574] : INFO : Epoch 1565 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1608.93 ms [2021-04-25 19:52:21 main:574] : INFO : Epoch 1566 | loss: 0.03125 | val_loss: 0.0312524 | Time: 1595.34 ms [2021-04-25 19:52:22 main:574] : INFO : Epoch 1567 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 1585.07 ms [2021-04-25 19:52:24 main:574] : INFO : Epoch 1568 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1600.17 ms [2021-04-25 19:52:26 main:574] : INFO : Epoch 1569 | loss: 0.0312515 | val_loss: 0.03125 | Time: 1574.35 ms [2021-04-25 19:52:27 main:574] : INFO : Epoch 1570 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1660.88 ms [2021-04-25 19:52:29 main:574] : INFO : Epoch 1571 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1590.23 ms [2021-04-25 19:52:30 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1573.8 ms [2021-04-25 19:52:32 main:574] : INFO : Epoch 1573 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 1657.61 ms [2021-04-25 19:52:34 main:574] : INFO : Epoch 1574 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1655.17 ms [2021-04-25 19:52:35 main:574] : INFO : Epoch 1575 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1620.37 ms [2021-04-25 19:52:37 main:574] : INFO : Epoch 1576 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1587.26 ms [2021-04-25 19:52:39 main:574] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1625.9 ms [2021-04-25 19:52:40 main:574] : INFO : Epoch 1578 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1593.25 ms [2021-04-25 19:52:42 main:574] : INFO : Epoch 1579 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1583.58 ms [2021-04-25 19:52:43 main:574] : INFO : Epoch 1580 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1619.11 ms [2021-04-25 19:52:45 main:574] : INFO : Epoch 1581 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1562.38 ms [2021-04-25 19:52:47 main:574] : INFO : Epoch 1582 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1579.79 ms [2021-04-25 19:52:48 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1561.15 ms [2021-04-25 19:52:50 main:574] : INFO : Epoch 1584 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1599.64 ms [2021-04-25 19:52:51 main:574] : INFO : Epoch 1585 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1558.15 ms [2021-04-25 19:52:53 main:574] : INFO : Epoch 1586 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1553.43 ms [2021-04-25 19:52:54 main:574] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.03125 | Time: 1577.59 ms [2021-04-25 19:52:56 main:574] : INFO : Epoch 1588 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1680.19 ms [2021-04-25 19:52:58 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1752.69 ms [2021-04-25 19:53:00 main:574] : INFO : Epoch 1590 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1689.23 ms [2021-04-25 19:53:01 main:574] : INFO : Epoch 1591 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1579.52 ms [2021-04-25 19:53:03 main:574] : INFO : Epoch 1592 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1523.79 ms [2021-04-25 19:53:04 main:574] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1617.89 ms [2021-04-25 19:53:06 main:574] : INFO : Epoch 1594 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1615.41 ms [2021-04-25 19:53:08 main:574] : INFO : Epoch 1595 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1674.47 ms [2021-04-25 19:53:09 main:574] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1602.44 ms [2021-04-25 19:53:11 main:574] : INFO : Epoch 1597 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1664.85 ms [2021-04-25 19:53:13 main:574] : INFO : Epoch 1598 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1627.19 ms [2021-04-25 19:53:14 main:574] : INFO : Epoch 1599 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1630.18 ms [2021-04-25 19:53:16 main:574] : INFO : Epoch 1600 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1621.35 ms [2021-04-25 19:53:17 main:574] : INFO : Epoch 1601 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1530.17 ms [2021-04-25 19:53:19 main:574] : INFO : Epoch 1602 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 1612.25 ms [2021-04-25 19:53:20 main:574] : INFO : Epoch 1603 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 1551.92 ms [2021-04-25 19:53:22 main:574] : INFO : Epoch 1604 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1593.35 ms [2021-04-25 19:53:24 main:574] : INFO : Epoch 1605 | loss: 0.0312507 | val_loss: 0.0312527 | Time: 1558.42 ms [2021-04-25 19:53:25 main:574] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.0312539 | Time: 1623.88 ms [2021-04-25 19:53:27 main:574] : INFO : Epoch 1607 | loss: 0.0312572 | val_loss: 0.0312538 | Time: 1618.49 ms [2021-04-25 19:53:29 main:574] : INFO : Epoch 1608 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1683.41 ms [2021-04-25 19:53:30 main:574] : INFO : Epoch 1609 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1616.43 ms [2021-04-25 19:53:32 main:574] : INFO : Epoch 1610 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1618.7 ms [2021-04-25 19:53:33 main:574] : INFO : Epoch 1611 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1641.45 ms [2021-04-25 19:53:35 main:574] : INFO : Epoch 1612 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1597.39 ms [2021-04-25 19:53:37 main:574] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1607.85 ms [2021-04-25 19:53:38 main:574] : INFO : Epoch 1614 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1662.86 ms [2021-04-25 19:53:40 main:574] : INFO : Epoch 1615 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1618.49 ms [2021-04-25 19:53:42 main:574] : INFO : Epoch 1616 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1584.55 ms [2021-04-25 19:53:43 main:574] : INFO : Epoch 1617 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1618.57 ms [2021-04-25 19:53:45 main:574] : INFO : Epoch 1618 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1540.24 ms [2021-04-25 19:53:46 main:574] : INFO : Epoch 1619 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1637.47 ms [2021-04-25 19:53:48 main:574] : INFO : Epoch 1620 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1582.73 ms [2021-04-25 19:53:50 main:574] : INFO : Epoch 1621 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1595.42 ms [2021-04-25 19:53:51 main:574] : INFO : Epoch 1622 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1592.71 ms [2021-04-25 19:53:53 main:574] : INFO : Epoch 1623 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1576.62 ms [2021-04-25 19:53:54 main:574] : INFO : Epoch 1624 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1661.96 ms [2021-04-25 19:53:56 main:574] : INFO : Epoch 1625 | loss: 0.0312513 | val_loss: 0.0312542 | Time: 1606.65 ms [2021-04-25 19:53:58 main:574] : INFO : Epoch 1626 | loss: 0.031251 | val_loss: 0.031251 | Time: 1627.21 ms [2021-04-25 19:53:59 main:574] : INFO : Epoch 1627 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1675.49 ms [2021-04-25 19:54:01 main:574] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1613.81 ms [2021-04-25 19:54:02 main:574] : INFO : Epoch 1629 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 1570.85 ms [2021-04-25 19:54:04 main:574] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1602.15 ms [2021-04-25 19:54:06 main:574] : INFO : Epoch 1631 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1599.57 ms [2021-04-25 19:54:07 main:574] : INFO : Epoch 1632 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1609.46 ms [2021-04-25 19:54:09 main:574] : INFO : Epoch 1633 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1566.82 ms [2021-04-25 19:54:10 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1610.09 ms [2021-04-25 19:54:12 main:574] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1630.9 ms [2021-04-25 19:54:14 main:574] : INFO : Epoch 1636 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1569.39 ms [2021-04-25 19:54:15 main:574] : INFO : Epoch 1637 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1583.78 ms [2021-04-25 19:54:17 main:574] : INFO : Epoch 1638 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1567.75 ms [2021-04-25 19:54:18 main:574] : INFO : Epoch 1639 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1607.49 ms [2021-04-25 19:54:20 main:574] : INFO : Epoch 1640 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1590.23 ms [2021-04-25 19:54:22 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1561.81 ms [2021-04-25 19:54:23 main:574] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1583.04 ms [2021-04-25 19:54:25 main:574] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1563.64 ms [2021-04-25 19:54:26 main:574] : INFO : Epoch 1644 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1617.43 ms [2021-04-25 19:54:28 main:574] : INFO : Epoch 1645 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1610.62 ms [2021-04-25 19:54:30 main:574] : INFO : Epoch 1646 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1569.56 ms [2021-04-25 19:54:31 main:574] : INFO : Epoch 1647 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1640.72 ms [2021-04-25 19:54:33 main:574] : INFO : Epoch 1648 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1597.94 ms [2021-04-25 19:54:34 main:574] : INFO : Epoch 1649 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1590.19 ms [2021-04-25 19:54:36 main:574] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1671.65 ms [2021-04-25 19:54:38 main:574] : INFO : Epoch 1651 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1593.57 ms [2021-04-25 19:54:39 main:574] : INFO : Epoch 1652 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 1633.53 ms [2021-04-25 19:54:41 main:574] : INFO : Epoch 1653 | loss: 0.031258 | val_loss: 0.0312587 | Time: 1588.47 ms [2021-04-25 19:54:42 main:574] : INFO : Epoch 1654 | loss: 0.0312669 | val_loss: 0.0312519 | Time: 1572.75 ms [2021-04-25 19:54:44 main:574] : INFO : Epoch 1655 | loss: 0.0312526 | val_loss: 0.0312527 | Time: 1576.17 ms [2021-04-25 19:54:46 main:574] : INFO : Epoch 1656 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1575.21 ms [2021-04-25 19:54:47 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1640.25 ms [2021-04-25 19:54:49 main:574] : INFO : Epoch 1658 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1638.71 ms [2021-04-25 19:54:51 main:574] : INFO : Epoch 1659 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1586.02 ms [2021-04-25 19:54:52 main:574] : INFO : Epoch 1660 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1579.35 ms [2021-04-25 19:54:54 main:574] : INFO : Epoch 1661 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1533.43 ms [2021-04-25 19:54:55 main:574] : INFO : Epoch 1662 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1606.58 ms [2021-04-25 19:54:57 main:574] : INFO : Epoch 1663 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1575.03 ms [2021-04-25 19:54:58 main:574] : INFO : Epoch 1664 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1596.32 ms [2021-04-25 19:55:00 main:574] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1665.06 ms [2021-04-25 19:55:02 main:574] : INFO : Epoch 1666 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1572.67 ms [2021-04-25 19:55:03 main:574] : INFO : Epoch 1667 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1603.04 ms [2021-04-25 19:55:05 main:574] : INFO : Epoch 1668 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1592.7 ms [2021-04-25 19:55:07 main:574] : INFO : Epoch 1669 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1635.66 ms [2021-04-25 19:55:08 main:574] : INFO : Epoch 1670 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1614.24 ms [2021-04-25 19:55:10 main:574] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1592.52 ms [2021-04-25 19:55:11 main:574] : INFO : Epoch 1672 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1639.42 ms [2021-04-25 19:55:13 main:574] : INFO : Epoch 1673 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1630.13 ms [2021-04-25 19:55:15 main:574] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1619.36 ms [2021-04-25 19:55:16 main:574] : INFO : Epoch 1675 | loss: 0.0312504 | val_loss: 0.031252 | Time: 1616.12 ms [2021-04-25 19:55:18 main:574] : INFO : Epoch 1676 | loss: 0.031251 | val_loss: 0.03125 | Time: 1543.08 ms [2021-04-25 19:55:19 main:574] : INFO : Epoch 1677 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1592.82 ms [2021-04-25 19:55:21 main:574] : INFO : Epoch 1678 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1627.05 ms [2021-04-25 19:55:23 main:574] : INFO : Epoch 1679 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1598.7 ms [2021-04-25 19:55:24 main:574] : INFO : Epoch 1680 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1616.53 ms [2021-04-25 19:55:26 main:574] : INFO : Epoch 1681 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1559.85 ms [2021-04-25 19:55:27 main:574] : INFO : Epoch 1682 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1601.75 ms [2021-04-25 19:55:29 main:574] : INFO : Epoch 1683 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1641.63 ms [2021-04-25 19:55:31 main:574] : INFO : Epoch 1684 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1587.24 ms [2021-04-25 19:55:32 main:574] : INFO : Epoch 1685 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1594.99 ms [2021-04-25 19:55:34 main:574] : INFO : Epoch 1686 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1547.82 ms [2021-04-25 19:55:35 main:574] : INFO : Epoch 1687 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1670.96 ms [2021-04-25 19:55:37 main:574] : INFO : Epoch 1688 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1602.46 ms [2021-04-25 19:55:39 main:574] : INFO : Epoch 1689 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1550.65 ms [2021-04-25 19:55:40 main:574] : INFO : Epoch 1690 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1598.37 ms [2021-04-25 19:55:42 main:574] : INFO : Epoch 1691 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1615.84 ms [2021-04-25 19:55:43 main:574] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1604.24 ms [2021-04-25 19:55:45 main:574] : INFO : Epoch 1693 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1613.36 ms [2021-04-25 19:55:47 main:574] : INFO : Epoch 1694 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1616.63 ms [2021-04-25 19:55:48 main:574] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1597.07 ms [2021-04-25 19:55:50 main:574] : INFO : Epoch 1696 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1658.96 ms [2021-04-25 19:55:52 main:574] : INFO : Epoch 1697 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1618.05 ms [2021-04-25 19:55:53 main:574] : INFO : Epoch 1698 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1560.82 ms [2021-04-25 19:55:55 main:574] : INFO : Epoch 1699 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1625.11 ms [2021-04-25 19:55:56 main:574] : INFO : Epoch 1700 | loss: 0.0312502 | val_loss: 0.0312539 | Time: 1581.06 ms [2021-04-25 19:55:58 main:574] : INFO : Epoch 1701 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1571.72 ms [2021-04-25 19:56:00 main:574] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1606.51 ms [2021-04-25 19:56:01 main:574] : INFO : Epoch 1703 | loss: 0.0312498 | val_loss: 0.0312526 | Time: 1683.73 ms [2021-04-25 19:56:03 main:574] : INFO : Epoch 1704 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1604.12 ms [2021-04-25 19:56:04 main:574] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1595.66 ms [2021-04-25 19:56:06 main:574] : INFO : Epoch 1706 | loss: 0.0312507 | val_loss: 0.0312524 | Time: 1590.95 ms [2021-04-25 19:56:08 main:574] : INFO : Epoch 1707 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1620.7 ms [2021-04-25 19:56:09 main:574] : INFO : Epoch 1708 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1590.74 ms [2021-04-25 19:56:11 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1628.38 ms [2021-04-25 19:56:12 main:574] : INFO : Epoch 1710 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1598.33 ms [2021-04-25 19:56:14 main:574] : INFO : Epoch 1711 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1610.89 ms [2021-04-25 19:56:16 main:574] : INFO : Epoch 1712 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1660.88 ms [2021-04-25 19:56:17 main:574] : INFO : Epoch 1713 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1574.45 ms [2021-04-25 19:56:19 main:574] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1609.92 ms [2021-04-25 19:56:20 main:574] : INFO : Epoch 1715 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1528.72 ms [2021-04-25 19:56:22 main:574] : INFO : Epoch 1716 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1727.04 ms [2021-04-25 19:56:24 main:574] : INFO : Epoch 1717 | loss: 0.03125 | val_loss: 0.0312539 | Time: 1543.98 ms [2021-04-25 19:56:25 main:574] : INFO : Epoch 1718 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1548.21 ms [2021-04-25 19:56:27 main:574] : INFO : Epoch 1719 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1642.9 ms [2021-04-25 19:56:29 main:574] : INFO : Epoch 1720 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1572.86 ms [2021-04-25 19:56:30 main:574] : INFO : Epoch 1721 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1630.18 ms [2021-04-25 19:56:32 main:574] : INFO : Epoch 1722 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1589.8 ms [2021-04-25 19:56:33 main:574] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1571.47 ms [2021-04-25 19:56:35 main:574] : INFO : Epoch 1724 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1529.46 ms [2021-04-25 19:56:36 main:574] : INFO : Epoch 1725 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1603.03 ms [2021-04-25 19:56:38 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1558.21 ms [2021-04-25 19:56:40 main:574] : INFO : Epoch 1727 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1575.35 ms [2021-04-25 19:56:41 main:574] : INFO : Epoch 1728 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1584.98 ms [2021-04-25 19:56:43 main:574] : INFO : Epoch 1729 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1578.91 ms [2021-04-25 19:56:44 main:574] : INFO : Epoch 1730 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1582.6 ms [2021-04-25 19:56:46 main:574] : INFO : Epoch 1731 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1590.17 ms [2021-04-25 19:56:48 main:574] : INFO : Epoch 1732 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1614.23 ms [2021-04-25 19:56:49 main:574] : INFO : Epoch 1733 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1608.72 ms [2021-04-25 19:56:51 main:574] : INFO : Epoch 1734 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1560.95 ms [2021-04-25 19:56:52 main:574] : INFO : Epoch 1735 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1573.51 ms [2021-04-25 19:56:54 main:574] : INFO : Epoch 1736 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1603.84 ms [2021-04-25 19:56:56 main:574] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1620 ms [2021-04-25 19:56:57 main:574] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1589.06 ms [2021-04-25 19:56:59 main:574] : INFO : Epoch 1739 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1658.28 ms [2021-04-25 19:57:01 main:574] : INFO : Epoch 1740 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1701.72 ms [2021-04-25 19:57:02 main:574] : INFO : Epoch 1741 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1617.19 ms [2021-04-25 19:57:04 main:574] : INFO : Epoch 1742 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1575.81 ms [2021-04-25 19:57:05 main:574] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1622.87 ms [2021-04-25 19:57:07 main:574] : INFO : Epoch 1744 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1600.32 ms [2021-04-25 19:57:09 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1584.22 ms [2021-04-25 19:57:10 main:574] : INFO : Epoch 1746 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1685.21 ms [2021-04-25 19:57:12 main:574] : INFO : Epoch 1747 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1629.9 ms [2021-04-25 19:57:13 main:574] : INFO : Epoch 1748 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1569.3 ms [2021-04-25 19:57:15 main:574] : INFO : Epoch 1749 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1565.04 ms [2021-04-25 19:57:17 main:574] : INFO : Epoch 1750 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1614.49 ms [2021-04-25 19:57:18 main:574] : INFO : Epoch 1751 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1637.85 ms [2021-04-25 19:57:20 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1556.85 ms [2021-04-25 19:57:21 main:574] : INFO : Epoch 1753 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1544.43 ms [2021-04-25 19:57:23 main:574] : INFO : Epoch 1754 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1623.56 ms [2021-04-25 19:57:25 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1600.31 ms [2021-04-25 19:57:26 main:574] : INFO : Epoch 1756 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1592.69 ms [2021-04-25 19:57:28 main:574] : INFO : Epoch 1757 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1622.55 ms [2021-04-25 19:57:29 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1576.6 ms [2021-04-25 19:57:31 main:574] : INFO : Epoch 1759 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1592.77 ms [2021-04-25 19:57:33 main:574] : INFO : Epoch 1760 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1653.58 ms [2021-04-25 19:57:34 main:574] : INFO : Epoch 1761 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1576.59 ms [2021-04-25 19:57:36 main:574] : INFO : Epoch 1762 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1631.43 ms [2021-04-25 19:57:38 main:574] : INFO : Epoch 1763 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1647.83 ms [2021-04-25 19:57:39 main:574] : INFO : Epoch 1764 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1620.92 ms [2021-04-25 19:57:41 main:574] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1548.84 ms [2021-04-25 19:57:42 main:574] : INFO : Epoch 1766 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1647.5 ms [2021-04-25 19:57:44 main:574] : INFO : Epoch 1767 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1608.35 ms [2021-04-25 19:57:46 main:574] : INFO : Epoch 1768 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1625.84 ms [2021-04-25 19:57:47 main:574] : INFO : Epoch 1769 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1566.27 ms [2021-04-25 19:57:49 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1626.81 ms [2021-04-25 19:57:50 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1631.87 ms [2021-04-25 19:57:52 main:574] : INFO : Epoch 1772 | loss: 0.0312496 | val_loss: 0.0312554 | Time: 1642.86 ms [2021-04-25 19:57:54 main:574] : INFO : Epoch 1773 | loss: 0.0312512 | val_loss: 0.031252 | Time: 1597.72 ms [2021-04-25 19:57:55 main:574] : INFO : Epoch 1774 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1564.63 ms [2021-04-25 19:57:57 main:574] : INFO : Epoch 1775 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1553.51 ms [2021-04-25 19:57:58 main:574] : INFO : Epoch 1776 | loss: 0.031251 | val_loss: 0.0312498 | Time: 1591.81 ms [2021-04-25 19:58:00 main:574] : INFO : Epoch 1777 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1601.06 ms [2021-04-25 19:58:02 main:574] : INFO : Epoch 1778 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 1658.16 ms [2021-04-25 19:58:03 main:574] : INFO : Epoch 1779 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1559.36 ms [2021-04-25 19:58:05 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1590.56 ms [2021-04-25 19:58:06 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1599.46 ms [2021-04-25 19:58:08 main:574] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1608.88 ms [2021-04-25 19:58:10 main:574] : INFO : Epoch 1783 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1620.53 ms [2021-04-25 19:58:11 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1605.96 ms [2021-04-25 19:58:13 main:574] : INFO : Epoch 1785 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1633.61 ms [2021-04-25 19:58:14 main:574] : INFO : Epoch 1786 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1596.52 ms [2021-04-25 19:58:16 main:574] : INFO : Epoch 1787 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1624.04 ms [2021-04-25 19:58:18 main:574] : INFO : Epoch 1788 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1563.05 ms [2021-04-25 19:58:19 main:574] : INFO : Epoch 1789 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1603.51 ms [2021-04-25 19:58:21 main:574] : INFO : Epoch 1790 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1563.77 ms [2021-04-25 19:58:22 main:574] : INFO : Epoch 1791 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1567.91 ms [2021-04-25 19:58:24 main:574] : INFO : Epoch 1792 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1590.99 ms [2021-04-25 19:58:26 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1570.1 ms [2021-04-25 19:58:27 main:574] : INFO : Epoch 1794 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1586.62 ms [2021-04-25 19:58:29 main:574] : INFO : Epoch 1795 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1597.16 ms [2021-04-25 19:58:30 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 1590.37 ms [2021-04-25 19:58:32 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1598.01 ms [2021-04-25 19:58:34 main:574] : INFO : Epoch 1798 | loss: 0.03125 | val_loss: 0.03125 | Time: 1548.95 ms [2021-04-25 19:58:35 main:574] : INFO : Epoch 1799 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1575.79 ms [2021-04-25 19:58:37 main:574] : INFO : Epoch 1800 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1599.6 ms [2021-04-25 19:58:38 main:574] : INFO : Epoch 1801 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1591.5 ms [2021-04-25 19:58:40 main:574] : INFO : Epoch 1802 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1553.73 ms [2021-04-25 19:58:41 main:574] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1544.21 ms [2021-04-25 19:58:43 main:574] : INFO : Epoch 1804 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1591.73 ms [2021-04-25 19:58:45 main:574] : INFO : Epoch 1805 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1613.82 ms [2021-04-25 19:58:46 main:574] : INFO : Epoch 1806 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1571.33 ms [2021-04-25 19:58:48 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1683.47 ms [2021-04-25 19:58:50 main:574] : INFO : Epoch 1808 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1636.5 ms [2021-04-25 19:58:51 main:574] : INFO : Epoch 1809 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1583.75 ms [2021-04-25 19:58:53 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1569.39 ms [2021-04-25 19:58:54 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1584.27 ms [2021-04-25 19:58:56 main:574] : INFO : Epoch 1812 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1623.71 ms [2021-04-25 19:58:58 main:574] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1598.85 ms [2021-04-25 19:58:59 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1582.76 ms [2021-04-25 19:59:01 main:574] : INFO : Epoch 1815 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1622.25 ms [2021-04-25 19:59:02 main:574] : INFO : Epoch 1816 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1753.74 ms [2021-04-25 19:59:04 main:574] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1616.11 ms [2021-04-25 19:59:06 main:574] : INFO : Epoch 1818 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1555.03 ms [2021-04-25 19:59:07 main:574] : INFO : Epoch 1819 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1654.11 ms [2021-04-25 19:59:09 main:574] : INFO : Epoch 1820 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1583.27 ms [2021-04-25 19:59:11 main:574] : INFO : Epoch 1821 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1597.73 ms [2021-04-25 19:59:12 main:574] : INFO : Epoch 1822 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1641.08 ms [2021-04-25 19:59:14 main:574] : INFO : Epoch 1823 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1612.42 ms [2021-04-25 19:59:15 main:574] : INFO : Epoch 1824 | loss: 0.0312529 | val_loss: 0.031257 | Time: 1621.62 ms [2021-04-25 19:59:17 main:574] : INFO : Epoch 1825 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 1610.28 ms [2021-04-25 19:59:19 main:574] : INFO : Epoch 1826 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1582.3 ms [2021-04-25 19:59:20 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1560.5 ms [2021-04-25 19:59:22 main:574] : INFO : Epoch 1828 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1562.45 ms [2021-04-25 19:59:23 main:574] : INFO : Epoch 1829 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1527.69 ms [2021-04-25 19:59:25 main:574] : INFO : Epoch 1830 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 1634.43 ms [2021-04-25 19:59:27 main:574] : INFO : Epoch 1831 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1618.83 ms [2021-04-25 19:59:28 main:574] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1578.57 ms [2021-04-25 19:59:30 main:574] : INFO : Epoch 1833 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1654.05 ms [2021-04-25 19:59:31 main:574] : INFO : Epoch 1834 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1577.76 ms [2021-04-25 19:59:33 main:574] : INFO : Epoch 1835 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1574.52 ms [2021-04-25 19:59:35 main:574] : INFO : Epoch 1836 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1727.08 ms [2021-04-25 19:59:36 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1612.9 ms [2021-04-25 19:59:38 main:574] : INFO : Epoch 1838 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1609.85 ms [2021-04-25 19:59:39 main:574] : INFO : Epoch 1839 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1568.04 ms [2021-04-25 19:59:41 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1591.86 ms [2021-04-25 19:59:43 main:574] : INFO : Epoch 1841 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 1646.02 ms [2021-04-25 19:59:44 main:574] : INFO : Epoch 1842 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1592.64 ms [2021-04-25 19:59:46 main:574] : INFO : Epoch 1843 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1635.91 ms [2021-04-25 19:59:47 main:574] : INFO : Epoch 1844 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1562.95 ms [2021-04-25 19:59:49 main:574] : INFO : Epoch 1845 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1637.79 ms [2021-04-25 19:59:51 main:574] : INFO : Epoch 1846 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1565.22 ms [2021-04-25 19:59:52 main:574] : INFO : Epoch 1847 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1652.35 ms [2021-04-25 19:59:54 main:574] : INFO : Epoch 1848 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 1614.26 ms [2021-04-25 19:59:56 main:574] : INFO : Epoch 1849 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1600.15 ms [2021-04-25 19:59:57 main:574] : INFO : Epoch 1850 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1624.84 ms [2021-04-25 19:59:59 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1576.91 ms [2021-04-25 20:00:00 main:574] : INFO : Epoch 1852 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1589.76 ms [2021-04-25 20:00:02 main:574] : INFO : Epoch 1853 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1646.72 ms [2021-04-25 20:00:04 main:574] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312553 | Time: 1600.7 ms [2021-04-25 20:00:05 main:574] : INFO : Epoch 1855 | loss: 0.0312601 | val_loss: 0.0312664 | Time: 1614.38 ms [2021-04-25 20:00:07 main:574] : INFO : Epoch 1856 | loss: 0.0391162 | val_loss: 0.043186 | Time: 1574.26 ms [2021-04-25 20:00:08 main:574] : INFO : Epoch 1857 | loss: 0.0365658 | val_loss: 0.0319293 | Time: 1605.1 ms [2021-04-25 20:00:10 main:574] : INFO : Epoch 1858 | loss: 0.0317278 | val_loss: 0.0314987 | Time: 1564.53 ms [2021-04-25 20:00:12 main:574] : INFO : Epoch 1859 | loss: 0.031357 | val_loss: 0.0312909 | Time: 1582 ms [2021-04-25 20:00:13 main:574] : INFO : Epoch 1860 | loss: 0.0312705 | val_loss: 0.0312591 | Time: 1605.09 ms [2021-04-25 20:00:15 main:574] : INFO : Epoch 1861 | loss: 0.0312568 | val_loss: 0.0312534 | Time: 1611.37 ms [2021-04-25 20:00:16 main:574] : INFO : Epoch 1862 | loss: 0.0312535 | val_loss: 0.0312528 | Time: 1630.43 ms [2021-04-25 20:00:18 main:574] : INFO : Epoch 1863 | loss: 0.0312518 | val_loss: 0.0312521 | Time: 1608.34 ms [2021-04-25 20:00:20 main:574] : INFO : Epoch 1864 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 1589.6 ms [2021-04-25 20:00:21 main:574] : INFO : Epoch 1865 | loss: 0.031251 | val_loss: 0.0312518 | Time: 1609.86 ms [2021-04-25 20:00:23 main:574] : INFO : Epoch 1866 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1606.71 ms [2021-04-25 20:00:24 main:574] : INFO : Epoch 1867 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1575.24 ms [2021-04-25 20:00:26 main:574] : INFO : Epoch 1868 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1622.25 ms [2021-04-25 20:00:28 main:574] : INFO : Epoch 1869 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1618.86 ms [2021-04-25 20:00:29 main:574] : INFO : Epoch 1870 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1620.59 ms [2021-04-25 20:00:31 main:574] : INFO : Epoch 1871 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1563.58 ms [2021-04-25 20:00:32 main:574] : INFO : Epoch 1872 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1589.26 ms [2021-04-25 20:00:34 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1617.84 ms [2021-04-25 20:00:36 main:574] : INFO : Epoch 1874 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1618.36 ms [2021-04-25 20:00:37 main:574] : INFO : Epoch 1875 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1593.97 ms [2021-04-25 20:00:39 main:574] : INFO : Epoch 1876 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1541.27 ms [2021-04-25 20:00:40 main:574] : INFO : Epoch 1877 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1601.18 ms [2021-04-25 20:00:42 main:574] : INFO : Epoch 1878 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1611.14 ms [2021-04-25 20:00:44 main:574] : INFO : Epoch 1879 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1585.03 ms [2021-04-25 20:00:45 main:574] : INFO : Epoch 1880 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 1585.58 ms [2021-04-25 20:00:47 main:574] : INFO : Epoch 1881 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1629.49 ms [2021-04-25 20:00:49 main:574] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1643.57 ms [2021-04-25 20:00:50 main:574] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1628.03 ms [2021-04-25 20:00:52 main:574] : INFO : Epoch 1884 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1608.8 ms [2021-04-25 20:00:53 main:574] : INFO : Epoch 1885 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1610.85 ms [2021-04-25 20:00:55 main:574] : INFO : Epoch 1886 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1569.68 ms [2021-04-25 20:00:57 main:574] : INFO : Epoch 1887 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1663.58 ms [2021-04-25 20:00:58 main:574] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1621.61 ms [2021-04-25 20:01:00 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1542.19 ms [2021-04-25 20:01:01 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1577.13 ms [2021-04-25 20:01:03 main:574] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1662.69 ms [2021-04-25 20:01:05 main:574] : INFO : Epoch 1892 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1583.03 ms [2021-04-25 20:01:06 main:574] : INFO : Epoch 1893 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1583.12 ms [2021-04-25 20:01:08 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1580.03 ms [2021-04-25 20:01:09 main:574] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1657.05 ms [2021-04-25 20:01:11 main:574] : INFO : Epoch 1896 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1557.89 ms [2021-04-25 20:01:13 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1532.39 ms [2021-04-25 20:01:14 main:574] : INFO : Epoch 1898 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1544.17 ms [2021-04-25 20:01:16 main:574] : INFO : Epoch 1899 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1652.5 ms [2021-04-25 20:01:17 main:574] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1590.93 ms [2021-04-25 20:01:19 main:574] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1651.51 ms [2021-04-25 20:01:21 main:574] : INFO : Epoch 1902 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1534.61 ms [2021-04-25 20:01:22 main:574] : INFO : Epoch 1903 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1568.34 ms [2021-04-25 20:01:24 main:574] : INFO : Epoch 1904 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1558.82 ms [2021-04-25 20:01:25 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1577.18 ms [2021-04-25 20:01:27 main:574] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1542.84 ms [2021-04-25 20:01:28 main:574] : INFO : Epoch 1907 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1610.7 ms [2021-04-25 20:01:30 main:574] : INFO : Epoch 1908 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1576.17 ms [2021-04-25 20:01:32 main:574] : INFO : Epoch 1909 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1680.16 ms [2021-04-25 20:01:33 main:574] : INFO : Epoch 1910 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1624 ms [2021-04-25 20:01:35 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1558.9 ms [2021-04-25 20:01:36 main:574] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1603.13 ms [2021-04-25 20:01:38 main:574] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1633.35 ms [2021-04-25 20:01:40 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1604.67 ms [2021-04-25 20:01:41 main:574] : INFO : Epoch 1915 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1676.03 ms [2021-04-25 20:01:43 main:574] : INFO : Epoch 1916 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1608.69 ms [2021-04-25 20:01:45 main:574] : INFO : Epoch 1917 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1602.17 ms [2021-04-25 20:01:46 main:574] : INFO : Epoch 1918 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1574.36 ms [2021-04-25 20:01:48 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.031252 | Time: 1550.63 ms [2021-04-25 20:01:49 main:574] : INFO : Epoch 1920 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1569.62 ms [2021-04-25 20:01:51 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1558.72 ms [2021-04-25 20:01:52 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1562.53 ms [2021-04-25 20:01:54 main:574] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1587.28 ms [2021-04-25 20:01:56 main:574] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1580.35 ms [2021-04-25 20:01:57 main:574] : INFO : Epoch 1925 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1666.88 ms [2021-04-25 20:01:59 main:574] : INFO : Epoch 1926 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1606.23 ms [2021-04-25 20:02:01 main:574] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1648.01 ms [2021-04-25 20:02:02 main:574] : INFO : Epoch 1928 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1564.26 ms [2021-04-25 20:02:04 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1674.02 ms [2021-04-25 20:02:05 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1567.49 ms [2021-04-25 20:02:07 main:574] : INFO : Epoch 1931 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1632.22 ms [2021-04-25 20:02:09 main:574] : INFO : Epoch 1932 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1584.06 ms [2021-04-25 20:02:10 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1569.37 ms [2021-04-25 20:02:12 main:574] : INFO : Epoch 1934 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1567.83 ms [2021-04-25 20:02:13 main:574] : INFO : Epoch 1935 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1591.81 ms [2021-04-25 20:02:15 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1525.99 ms [2021-04-25 20:02:17 main:574] : INFO : Epoch 1937 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 1634.05 ms [2021-04-25 20:02:18 main:574] : INFO : Epoch 1938 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1571.93 ms [2021-04-25 20:02:20 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1629.98 ms [2021-04-25 20:02:21 main:574] : INFO : Epoch 1940 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1545.48 ms [2021-04-25 20:02:23 main:574] : INFO : Epoch 1941 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1602.7 ms [2021-04-25 20:02:24 main:574] : INFO : Epoch 1942 | loss: 0.0312502 | val_loss: 0.031254 | Time: 1607.31 ms [2021-04-25 20:02:26 main:574] : INFO : Epoch 1943 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 1617.35 ms [2021-04-25 20:02:28 main:574] : INFO : Epoch 1944 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1638.5 ms [2021-04-25 20:02:29 main:574] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1559.32 ms [2021-04-25 20:02:31 main:574] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 1580.18 ms [2021-04-25 20:02:33 main:574] : INFO : Epoch 1947 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1624.63 ms [2021-04-25 20:02:34 main:574] : INFO : Epoch 1948 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 1590.6 ms [2021-04-25 20:02:36 main:574] : INFO : Epoch 1949 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1602.21 ms [2021-04-25 20:02:37 main:574] : INFO : Epoch 1950 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1640.04 ms [2021-04-25 20:02:39 main:574] : INFO : Epoch 1951 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1629.48 ms [2021-04-25 20:02:41 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1676.09 ms [2021-04-25 20:02:42 main:574] : INFO : Epoch 1953 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1558.76 ms [2021-04-25 20:02:44 main:574] : INFO : Epoch 1954 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1555.34 ms [2021-04-25 20:02:45 main:574] : INFO : Epoch 1955 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1688.09 ms [2021-04-25 20:02:47 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1563.3 ms [2021-04-25 20:02:49 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1623.47 ms [2021-04-25 20:02:50 main:574] : INFO : Epoch 1958 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1553.46 ms [2021-04-25 20:02:52 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1627.53 ms [2021-04-25 20:02:54 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1642.31 ms [2021-04-25 20:02:55 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1565.98 ms [2021-04-25 20:02:57 main:574] : INFO : Epoch 1962 | loss: 0.0312518 | val_loss: 0.0312525 | Time: 1609.19 ms [2021-04-25 20:02:58 main:574] : INFO : Epoch 1963 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 1654.23 ms [2021-04-25 20:03:00 main:574] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312535 | Time: 1667.95 ms [2021-04-25 20:03:02 main:574] : INFO : Epoch 1965 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1606.25 ms [2021-04-25 20:03:03 main:574] : INFO : Epoch 1966 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1656.73 ms [2021-04-25 20:03:05 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1621.26 ms [2021-04-25 20:03:07 main:574] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1586.6 ms [2021-04-25 20:03:08 main:574] : INFO : Epoch 1969 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1621.37 ms [2021-04-25 20:03:10 main:574] : INFO : Epoch 1970 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1560.88 ms [2021-04-25 20:03:11 main:574] : INFO : Epoch 1971 | loss: 0.0312503 | val_loss: 0.0312534 | Time: 1594.94 ms [2021-04-25 20:03:13 main:574] : INFO : Epoch 1972 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1571.89 ms [2021-04-25 20:03:14 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1624.56 ms [2021-04-25 20:03:16 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1595.53 ms [2021-04-25 20:03:18 main:574] : INFO : Epoch 1975 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1583.58 ms [2021-04-25 20:03:19 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1670.09 ms [2021-04-25 20:03:21 main:574] : INFO : Epoch 1977 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1629.22 ms [2021-04-25 20:03:23 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1622.69 ms [2021-04-25 20:03:24 main:574] : INFO : Epoch 1979 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1586.18 ms [2021-04-25 20:03:26 main:574] : INFO : Epoch 1980 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1575.77 ms [2021-04-25 20:03:27 main:574] : INFO : Epoch 1981 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1581.72 ms [2021-04-25 20:03:29 main:574] : INFO : Epoch 1982 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1634.57 ms [2021-04-25 20:03:31 main:574] : INFO : Epoch 1983 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1596.55 ms [2021-04-25 20:03:32 main:574] : INFO : Epoch 1984 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1578.02 ms [2021-04-25 20:03:34 main:574] : INFO : Epoch 1985 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1590.07 ms [2021-04-25 20:03:35 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1550.64 ms [2021-04-25 20:03:37 main:574] : INFO : Epoch 1987 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1556.81 ms [2021-04-25 20:03:39 main:574] : INFO : Epoch 1988 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1664.92 ms [2021-04-25 20:03:40 main:574] : INFO : Epoch 1989 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1585.69 ms [2021-04-25 20:03:42 main:574] : INFO : Epoch 1990 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1539.55 ms [2021-04-25 20:03:43 main:574] : INFO : Epoch 1991 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1666.7 ms [2021-04-25 20:03:45 main:574] : INFO : Epoch 1992 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1695.46 ms [2021-04-25 20:03:47 main:574] : INFO : Epoch 1993 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1574.04 ms [2021-04-25 20:03:48 main:574] : INFO : Epoch 1994 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1629.28 ms [2021-04-25 20:03:50 main:574] : INFO : Epoch 1995 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1639.04 ms [2021-04-25 20:03:51 main:574] : INFO : Epoch 1996 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1582.6 ms [2021-04-25 20:03:53 main:574] : INFO : Epoch 1997 | loss: 0.03125 | val_loss: 0.031251 | Time: 1634.57 ms [2021-04-25 20:03:55 main:574] : INFO : Epoch 1998 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1599.22 ms [2021-04-25 20:03:56 main:574] : INFO : Epoch 1999 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1660.95 ms [2021-04-25 20:03:58 main:574] : INFO : Epoch 2000 | loss: 0.0312501 | val_loss: 0.0312537 | Time: 1559.8 ms [2021-04-25 20:04:00 main:574] : INFO : Epoch 2001 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 1608.39 ms [2021-04-25 20:04:01 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1620.1 ms [2021-04-25 20:04:03 main:574] : INFO : Epoch 2003 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1575.74 ms [2021-04-25 20:04:04 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 1681.27 ms [2021-04-25 20:04:06 main:574] : INFO : Epoch 2005 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1540.27 ms [2021-04-25 20:04:08 main:574] : INFO : Epoch 2006 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1635.12 ms [2021-04-25 20:04:09 main:574] : INFO : Epoch 2007 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1650.53 ms [2021-04-25 20:04:11 main:574] : INFO : Epoch 2008 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1578.66 ms [2021-04-25 20:04:12 main:574] : INFO : Epoch 2009 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1583.74 ms [2021-04-25 20:04:14 main:574] : INFO : Epoch 2010 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1612.11 ms [2021-04-25 20:04:16 main:574] : INFO : Epoch 2011 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1588.25 ms [2021-04-25 20:04:17 main:574] : INFO : Epoch 2012 | loss: 0.0312514 | val_loss: 0.0312531 | Time: 1633.37 ms [2021-04-25 20:04:19 main:574] : INFO : Epoch 2013 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1577.55 ms [2021-04-25 20:04:20 main:574] : INFO : Epoch 2014 | loss: 0.03125 | val_loss: 0.0312521 | Time: 1561.43 ms [2021-04-25 20:04:22 main:574] : INFO : Epoch 2015 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1573.57 ms [2021-04-25 20:04:24 main:574] : INFO : Epoch 2016 | loss: 0.0312512 | val_loss: 0.0312578 | Time: 1601.08 ms [2021-04-25 20:04:25 main:574] : INFO : Epoch 2017 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1561.37 ms [2021-04-25 20:04:27 main:574] : INFO : Epoch 2018 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 1559.55 ms [2021-04-25 20:04:28 main:574] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1607.94 ms [2021-04-25 20:04:30 main:574] : INFO : Epoch 2020 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1659.63 ms [2021-04-25 20:04:32 main:574] : INFO : Epoch 2021 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1705.16 ms [2021-04-25 20:04:33 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1582.03 ms [2021-04-25 20:04:35 main:574] : INFO : Epoch 2023 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1646.41 ms [2021-04-25 20:04:37 main:574] : INFO : Epoch 2024 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1549.3 ms [2021-04-25 20:04:38 main:574] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1634.33 ms [2021-04-25 20:04:40 main:574] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1643.73 ms [2021-04-25 20:04:41 main:574] : INFO : Epoch 2027 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1583.92 ms [2021-04-25 20:04:43 main:574] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1557.64 ms [2021-04-25 20:04:45 main:574] : INFO : Epoch 2029 | loss: 0.03125 | val_loss: 0.031251 | Time: 1580.98 ms [2021-04-25 20:04:46 main:574] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1601.97 ms [2021-04-25 20:04:48 main:574] : INFO : Epoch 2031 | loss: 0.0312501 | val_loss: 0.0312546 | Time: 1548.2 ms [2021-04-25 20:04:49 main:574] : INFO : Epoch 2032 | loss: 0.031251 | val_loss: 0.0312532 | Time: 1563.64 ms [2021-04-25 20:04:51 main:574] : INFO : Epoch 2033 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1565.07 ms [2021-04-25 20:04:53 main:574] : INFO : Epoch 2034 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1649.32 ms [2021-04-25 20:04:54 main:574] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1615.12 ms [2021-04-25 20:04:56 main:574] : INFO : Epoch 2036 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1588 ms [2021-04-25 20:04:57 main:574] : INFO : Epoch 2037 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1561.38 ms [2021-04-25 20:04:59 main:574] : INFO : Epoch 2038 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1627.29 ms [2021-04-25 20:05:01 main:574] : INFO : Epoch 2039 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1595.95 ms [2021-04-25 20:05:02 main:574] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1578.03 ms [2021-04-25 20:05:04 main:574] : INFO : Epoch 2041 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 1715.62 ms [2021-04-25 20:05:05 main:574] : INFO : Epoch 2042 | loss: 0.0312509 | val_loss: 0.0312527 | Time: 1598.88 ms [2021-04-25 20:05:07 main:574] : INFO : Epoch 2043 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1531.16 ms [2021-04-25 20:05:09 main:574] : INFO : Epoch 2044 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1649.88 ms [2021-04-25 20:05:10 main:574] : INFO : Epoch 2045 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 1573.83 ms [2021-04-25 20:05:12 main:574] : INFO : Epoch 2046 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 1579.2 ms [2021-04-25 20:05:13 main:574] : INFO : Epoch 2047 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 1552.67 ms [2021-04-25 20:05:15 main:574] : INFO : Epoch 2048 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 1566.84 ms [2021-04-25 20:05:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312527 [2021-04-25 20:05:15 main:603] : INFO : Saving end state to config to file [2021-04-25 20:05:15 main:608] : INFO : Success, exiting.. 20:05:15 (2384): 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)