Task 3766164
| Name | ParityModified-1609262828-8210-2_4 |
| Workunit | 1832400 |
| Created | 22 Jan 2021, 6:15:36 UTC |
| Sent | 22 Jan 2021, 6:54:51 UTC |
| Report deadline | 29 Jan 2021, 6:54:51 UTC |
| Received | 22 Jan 2021, 12:28:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 38 sec |
| CPU time | 54 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ms [2021-01-22 03:13:43 main:574] : INFO : Epoch 1542 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1617.88 ms [2021-01-22 03:13:45 main:574] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1570.21 ms [2021-01-22 03:13:46 main:574] : INFO : Epoch 1544 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1613.51 ms [2021-01-22 03:13:48 main:574] : INFO : Epoch 1545 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1651.4 ms [2021-01-22 03:13:50 main:574] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1647.57 ms [2021-01-22 03:13:51 main:574] : INFO : Epoch 1547 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1712.58 ms [2021-01-22 03:13:53 main:574] : INFO : Epoch 1548 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1724.97 ms [2021-01-22 03:13:55 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1816.7 ms [2021-01-22 03:13:57 main:574] : INFO : Epoch 1550 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1758.42 ms [2021-01-22 03:13:59 main:574] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1730.5 ms [2021-01-22 03:14:00 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1740.8 ms [2021-01-22 03:14:02 main:574] : INFO : Epoch 1553 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1752.12 ms [2021-01-22 03:14:04 main:574] : INFO : Epoch 1554 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1708.38 ms [2021-01-22 03:14:06 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1707.65 ms [2021-01-22 03:14:07 main:574] : INFO : Epoch 1556 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1672.9 ms [2021-01-22 03:14:09 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1712.34 ms [2021-01-22 03:14:11 main:574] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1933.35 ms [2021-01-22 03:14:13 main:574] : INFO : Epoch 1559 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1840.4 ms [2021-01-22 03:14:14 main:574] : INFO : Epoch 1560 | loss: 0.0312509 | val_loss: 0.0312527 | Time: 1622.92 ms [2021-01-22 03:14:16 main:574] : INFO : Epoch 1561 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1579.62 ms [2021-01-22 03:14:18 main:574] : INFO : Epoch 1562 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1650.53 ms [2021-01-22 03:14:19 main:574] : INFO : Epoch 1563 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1623.67 ms [2021-01-22 03:14:21 main:574] : INFO : Epoch 1564 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1582.92 ms [2021-01-22 03:14:23 main:574] : INFO : Epoch 1565 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1604.82 ms [2021-01-22 03:14:24 main:574] : INFO : Epoch 1566 | loss: 0.0312501 | val_loss: 0.0312533 | Time: 1588.16 ms [2021-01-22 03:14:26 main:574] : INFO : Epoch 1567 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1545.72 ms [2021-01-22 03:14:27 main:574] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1575.12 ms [2021-01-22 03:14:29 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1568.67 ms [2021-01-22 03:14:30 main:574] : INFO : Epoch 1570 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1605.67 ms [2021-01-22 03:14:32 main:574] : INFO : Epoch 1571 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1556.78 ms [2021-01-22 03:14:34 main:574] : INFO : Epoch 1572 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1599.19 ms [2021-01-22 03:14:35 main:574] : INFO : Epoch 1573 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1609.13 ms [2021-01-22 03:14:37 main:574] : INFO : Epoch 1574 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1568.65 ms [2021-01-22 03:14:38 main:574] : INFO : Epoch 1575 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1597.45 ms [2021-01-22 03:14:40 main:574] : INFO : Epoch 1576 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1589.16 ms [2021-01-22 03:14:42 main:574] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1575.68 ms [2021-01-22 03:14:43 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1612.54 ms [2021-01-22 03:14:45 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1600.26 ms [2021-01-22 03:14:47 main:574] : INFO : Epoch 1580 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1611 ms [2021-01-22 03:14:48 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1625.34 ms [2021-01-22 03:14:50 main:574] : INFO : Epoch 1582 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1599.45 ms [2021-01-22 03:14:51 main:574] : INFO : Epoch 1583 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1592.18 ms [2021-01-22 03:14:53 main:574] : INFO : Epoch 1584 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1590.12 ms [2021-01-22 03:14:55 main:574] : INFO : Epoch 1585 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1658.83 ms [2021-01-22 03:14:56 main:574] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1583.37 ms [2021-01-22 03:14:58 main:574] : INFO : Epoch 1587 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1568.59 ms [2021-01-22 03:14:59 main:574] : INFO : Epoch 1588 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1611.45 ms [2021-01-22 03:15:01 main:574] : INFO : Epoch 1589 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1587.46 ms [2021-01-22 03:15:03 main:574] : INFO : Epoch 1590 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1591.94 ms [2021-01-22 03:15:04 main:574] : INFO : Epoch 1591 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1577.9 ms [2021-01-22 03:15:06 main:574] : INFO : Epoch 1592 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1599.76 ms [2021-01-22 03:15:07 main:574] : INFO : Epoch 1593 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1589.07 ms [2021-01-22 03:15:09 main:574] : INFO : Epoch 1594 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1566.98 ms [2021-01-22 03:15:11 main:574] : INFO : Epoch 1595 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1602.48 ms [2021-01-22 03:15:12 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1612.46 ms [2021-01-22 03:15:14 main:574] : INFO : Epoch 1597 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1562.98 ms [2021-01-22 03:15:15 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1574.56 ms [2021-01-22 03:15:17 main:574] : INFO : Epoch 1599 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1584.57 ms [2021-01-22 03:15:19 main:574] : INFO : Epoch 1600 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 1586.31 ms [2021-01-22 03:15:20 main:574] : INFO : Epoch 1601 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1614.08 ms [2021-01-22 03:15:22 main:574] : INFO : Epoch 1602 | loss: 0.0312505 | val_loss: 0.0312542 | Time: 1621.1 ms [2021-01-22 03:15:24 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1602.97 ms [2021-01-22 03:15:25 main:574] : INFO : Epoch 1604 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1608.91 ms [2021-01-22 03:15:27 main:574] : INFO : Epoch 1605 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1599.96 ms [2021-01-22 03:15:28 main:574] : INFO : Epoch 1606 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1571.26 ms [2021-01-22 03:15:30 main:574] : INFO : Epoch 1607 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 1573.64 ms [2021-01-22 03:15:32 main:574] : INFO : Epoch 1608 | loss: 0.0312563 | val_loss: 0.0312539 | Time: 1588.27 ms [2021-01-22 03:15:33 main:574] : INFO : Epoch 1609 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1569.35 ms [2021-01-22 03:15:35 main:574] : INFO : Epoch 1610 | loss: 0.0312509 | val_loss: 0.031252 | Time: 1598.37 ms [2021-01-22 03:15:36 main:574] : INFO : Epoch 1611 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1585.36 ms [2021-01-22 03:15:38 main:574] : INFO : Epoch 1612 | loss: 0.031251 | val_loss: 0.0312516 | Time: 1593.06 ms [2021-01-22 03:15:40 main:574] : INFO : Epoch 1613 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1551.29 ms [2021-01-22 03:15:41 main:574] : INFO : Epoch 1614 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1575.89 ms [2021-01-22 03:15:43 main:574] : INFO : Epoch 1615 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1572.01 ms [2021-01-22 03:15:44 main:574] : INFO : Epoch 1616 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1574.46 ms [2021-01-22 03:15:46 main:574] : INFO : Epoch 1617 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1579.67 ms [2021-01-22 03:15:48 main:574] : INFO : Epoch 1618 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1583 ms [2021-01-22 03:15:49 main:574] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1583.32 ms [2021-01-22 03:15:51 main:574] : INFO : Epoch 1620 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1576.57 ms [2021-01-22 03:15:52 main:574] : INFO : Epoch 1621 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1578.68 ms [2021-01-22 03:15:54 main:574] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1577.76 ms [2021-01-22 03:15:55 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1605.57 ms [2021-01-22 03:15:57 main:574] : INFO : Epoch 1624 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1598.11 ms [2021-01-22 03:15:59 main:574] : INFO : Epoch 1625 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1584.57 ms [2021-01-22 03:16:00 main:574] : INFO : Epoch 1626 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1642.55 ms [2021-01-22 03:16:02 main:574] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1574.1 ms [2021-01-22 03:16:04 main:574] : INFO : Epoch 1628 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1591.36 ms [2021-01-22 03:16:05 main:574] : INFO : Epoch 1629 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1543.72 ms [2021-01-22 03:16:07 main:574] : INFO : Epoch 1630 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1655.39 ms [2021-01-22 03:16:08 main:574] : INFO : Epoch 1631 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1594.49 ms [2021-01-22 03:16:10 main:574] : INFO : Epoch 1632 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1590.6 ms [2021-01-22 03:16:12 main:574] : INFO : Epoch 1633 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1589.26 ms [2021-01-22 03:16:13 main:574] : INFO : Epoch 1634 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1557.63 ms [2021-01-22 03:16:15 main:574] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1594.2 ms [2021-01-22 03:16:17 main:574] : INFO : Epoch 1636 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1604.82 ms [2021-01-22 03:16:18 main:574] : INFO : Epoch 1637 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1602.21 ms [2021-01-22 03:16:20 main:574] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1614.21 ms [2021-01-22 03:16:22 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1599.73 ms [2021-01-22 03:16:23 main:574] : INFO : Epoch 1640 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1570.79 ms [2021-01-22 03:16:25 main:574] : INFO : Epoch 1641 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1632.22 ms [2021-01-22 03:16:26 main:574] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1594.54 ms [2021-01-22 03:16:28 main:574] : INFO : Epoch 1643 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1608.69 ms [2021-01-22 03:16:30 main:574] : INFO : Epoch 1644 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1605.6 ms [2021-01-22 03:16:31 main:574] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1655.77 ms [2021-01-22 03:16:33 main:574] : INFO : Epoch 1646 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1563.32 ms [2021-01-22 03:16:35 main:574] : INFO : Epoch 1647 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1581.54 ms [2021-01-22 03:16:36 main:574] : INFO : Epoch 1648 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1578.95 ms [2021-01-22 03:16:38 main:574] : INFO : Epoch 1649 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1585.11 ms [2021-01-22 03:16:39 main:574] : INFO : Epoch 1650 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1591.42 ms [2021-01-22 03:16:41 main:574] : INFO : Epoch 1651 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1650.56 ms [2021-01-22 03:16:43 main:574] : INFO : Epoch 1652 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1608.04 ms [2021-01-22 03:16:44 main:574] : INFO : Epoch 1653 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1597.79 ms [2021-01-22 03:16:46 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1593.83 ms [2021-01-22 03:16:48 main:574] : INFO : Epoch 1655 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1578.29 ms [2021-01-22 03:16:49 main:574] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1621.91 ms [2021-01-22 03:16:51 main:574] : INFO : Epoch 1657 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1612.87 ms [2021-01-22 03:16:53 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.031251 | Time: 1621.15 ms [2021-01-22 03:16:54 main:574] : INFO : Epoch 1659 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1599.57 ms [2021-01-22 03:16:56 main:574] : INFO : Epoch 1660 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1600.15 ms [2021-01-22 03:16:58 main:574] : INFO : Epoch 1661 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1669.68 ms [2021-01-22 03:16:59 main:574] : INFO : Epoch 1662 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1599.65 ms [2021-01-22 03:17:01 main:574] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1586.5 ms [2021-01-22 03:17:03 main:574] : INFO : Epoch 1664 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1593.36 ms [2021-01-22 03:17:04 main:574] : INFO : Epoch 1665 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1565.25 ms [2021-01-22 03:17:06 main:574] : INFO : Epoch 1666 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1617.96 ms [2021-01-22 03:17:08 main:574] : INFO : Epoch 1667 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1631.91 ms [2021-01-22 03:17:09 main:574] : INFO : Epoch 1668 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1600.72 ms [2021-01-22 03:17:11 main:574] : INFO : Epoch 1669 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1585.59 ms [2021-01-22 03:17:13 main:574] : INFO : Epoch 1670 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1612.79 ms [2021-01-22 03:17:14 main:574] : INFO : Epoch 1671 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1596.44 ms [2021-01-22 03:17:16 main:574] : INFO : Epoch 1672 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1588.31 ms [2021-01-22 03:17:18 main:574] : INFO : Epoch 1673 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1658.27 ms [2021-01-22 03:17:19 main:574] : INFO : Epoch 1674 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1564.35 ms [2021-01-22 03:17:21 main:574] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1613.57 ms [2021-01-22 03:17:22 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1596.3 ms [2021-01-22 03:17:24 main:574] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1572.39 ms [2021-01-22 03:17:26 main:574] : INFO : Epoch 1678 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1588.27 ms [2021-01-22 03:17:27 main:574] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1599.65 ms [2021-01-22 03:17:29 main:574] : INFO : Epoch 1680 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1597.87 ms [2021-01-22 03:17:31 main:574] : INFO : Epoch 1681 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1578.39 ms [2021-01-22 03:17:32 main:574] : INFO : Epoch 1682 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1578.1 ms [2021-01-22 03:17:34 main:574] : INFO : Epoch 1683 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1595.46 ms [2021-01-22 03:17:36 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1590.72 ms [2021-01-22 03:17:37 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1613.17 ms [2021-01-22 03:17:39 main:574] : INFO : Epoch 1686 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1579.63 ms [2021-01-22 03:17:40 main:574] : INFO : Epoch 1687 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1571.1 ms [2021-01-22 03:17:42 main:574] : INFO : Epoch 1688 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1607.71 ms [2021-01-22 03:17:44 main:574] : INFO : Epoch 1689 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1608.76 ms [2021-01-22 03:17:45 main:574] : INFO : Epoch 1690 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1550.74 ms [2021-01-22 03:17:47 main:574] : INFO : Epoch 1691 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1585.41 ms [2021-01-22 03:17:49 main:574] : INFO : Epoch 1692 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1595.87 ms [2021-01-22 03:17:50 main:574] : INFO : Epoch 1693 | loss: 0.031251 | val_loss: 0.0312524 | Time: 1567.64 ms [2021-01-22 03:17:52 main:574] : INFO : Epoch 1694 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1584.25 ms [2021-01-22 03:17:54 main:574] : INFO : Epoch 1695 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1611.56 ms [2021-01-22 03:17:55 main:574] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1600.83 ms [2021-01-22 03:17:57 main:574] : INFO : Epoch 1697 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1575.4 ms [2021-01-22 03:17:58 main:574] : INFO : Epoch 1698 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1570.73 ms [2021-01-22 03:18:00 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1563.25 ms [2021-01-22 03:18:02 main:574] : INFO : Epoch 1700 | loss: 0.0312518 | val_loss: 0.0312559 | Time: 1586.57 ms [2021-01-22 03:18:03 main:574] : INFO : Epoch 1701 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 1593.49 ms [2021-01-22 03:18:05 main:574] : INFO : Epoch 1702 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1579.19 ms [2021-01-22 03:18:06 main:574] : INFO : Epoch 1703 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1566.96 ms [2021-01-22 03:18:08 main:574] : INFO : Epoch 1704 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1583.14 ms [2021-01-22 03:18:10 main:574] : INFO : Epoch 1705 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1562.32 ms [2021-01-22 03:18:11 main:574] : INFO : Epoch 1706 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1566.23 ms [2021-01-22 03:18:13 main:574] : INFO : Epoch 1707 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1603.92 ms [2021-01-22 03:18:14 main:574] : INFO : Epoch 1708 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1601.5 ms [2021-01-22 03:18:16 main:574] : INFO : Epoch 1709 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 1642.54 ms [2021-01-22 03:18:18 main:574] : INFO : Epoch 1710 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1581.36 ms [2021-01-22 03:18:19 main:574] : INFO : Epoch 1711 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1591.36 ms [2021-01-22 03:18:21 main:574] : INFO : Epoch 1712 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1564.34 ms [2021-01-22 03:18:22 main:574] : INFO : Epoch 1713 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1604.49 ms [2021-01-22 03:18:24 main:574] : INFO : Epoch 1714 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 1597.07 ms [2021-01-22 03:18:26 main:574] : INFO : Epoch 1715 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1612.74 ms [2021-01-22 03:18:27 main:574] : INFO : Epoch 1716 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1581.45 ms [2021-01-22 03:18:29 main:574] : INFO : Epoch 1717 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1567.5 ms [2021-01-22 03:18:31 main:574] : INFO : Epoch 1718 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1596.36 ms [2021-01-22 03:18:32 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1628.42 ms [2021-01-22 03:18:34 main:574] : INFO : Epoch 1720 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1598.53 ms [2021-01-22 03:18:35 main:574] : INFO : Epoch 1721 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1608.73 ms [2021-01-22 03:18:37 main:574] : INFO : Epoch 1722 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1616.18 ms [2021-01-22 03:18:39 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1646.92 ms [2021-01-22 03:18:40 main:574] : INFO : Epoch 1724 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1584.39 ms [2021-01-22 03:18:42 main:574] : INFO : Epoch 1725 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1592.65 ms [2021-01-22 03:18:44 main:574] : INFO : Epoch 1726 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1600.69 ms [2021-01-22 03:18:45 main:574] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1629.68 ms [2021-01-22 03:18:47 main:574] : INFO : Epoch 1728 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1601.49 ms [2021-01-22 03:18:49 main:574] : INFO : Epoch 1729 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1602.69 ms [2021-01-22 03:18:50 main:574] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1586.53 ms [2021-01-22 03:18:52 main:574] : INFO : Epoch 1731 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1599.1 ms [2021-01-22 03:18:54 main:574] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1633.55 ms [2021-01-22 03:18:55 main:574] : INFO : Epoch 1733 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 1655.89 ms [2021-01-22 03:18:57 main:574] : INFO : Epoch 1734 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1600.74 ms [2021-01-22 03:18:59 main:574] : INFO : Epoch 1735 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1617.77 ms [2021-01-22 03:19:00 main:574] : INFO : Epoch 1736 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1589.34 ms [2021-01-22 03:19:02 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312522 | Time: 1582.71 ms [2021-01-22 03:19:04 main:574] : INFO : Epoch 1738 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1588.1 ms [2021-01-22 03:19:05 main:574] : INFO : Epoch 1739 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1618.22 ms [2021-01-22 03:19:07 main:574] : INFO : Epoch 1740 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1623.29 ms [2021-01-22 03:19:09 main:574] : INFO : Epoch 1741 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1592.12 ms [2021-01-22 03:19:10 main:574] : INFO : Epoch 1742 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1601.24 ms [2021-01-22 03:19:12 main:574] : INFO : Epoch 1743 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1594.21 ms [2021-01-22 03:19:14 main:574] : INFO : Epoch 1744 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1603.48 ms [2021-01-22 03:19:15 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1561.67 ms [2021-01-22 03:19:17 main:574] : INFO : Epoch 1746 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1585.84 ms [2021-01-22 03:19:18 main:574] : INFO : Epoch 1747 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1612.99 ms [2021-01-22 03:19:20 main:574] : INFO : Epoch 1748 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1605.55 ms [2021-01-22 03:19:22 main:574] : INFO : Epoch 1749 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1555.77 ms [2021-01-22 03:19:23 main:574] : INFO : Epoch 1750 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1587.73 ms [2021-01-22 03:19:25 main:574] : INFO : Epoch 1751 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1582.37 ms [2021-01-22 03:19:27 main:574] : INFO : Epoch 1752 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 1558.54 ms [2021-01-22 03:19:28 main:574] : INFO : Epoch 1753 | loss: 0.0312567 | val_loss: 0.0312519 | Time: 1622.79 ms [2021-01-22 03:19:30 main:574] : INFO : Epoch 1754 | loss: 0.0312517 | val_loss: 0.031251 | Time: 1594.26 ms [2021-01-22 03:19:32 main:574] : INFO : Epoch 1755 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 1596.26 ms [2021-01-22 03:19:33 main:574] : INFO : Epoch 1756 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1592.18 ms [2021-01-22 03:19:35 main:574] : INFO : Epoch 1757 | loss: 0.0312508 | val_loss: 0.031252 | Time: 1627.57 ms [2021-01-22 03:19:37 main:574] : INFO : Epoch 1758 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1589.95 ms [2021-01-22 03:19:38 main:574] : INFO : Epoch 1759 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1603.79 ms [2021-01-22 03:19:40 main:574] : INFO : Epoch 1760 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1620 ms [2021-01-22 03:19:42 main:574] : INFO : Epoch 1761 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1625.78 ms [2021-01-22 03:19:43 main:574] : INFO : Epoch 1762 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1620.05 ms [2021-01-22 03:19:45 main:574] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1628.15 ms [2021-01-22 03:19:47 main:574] : INFO : Epoch 1764 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1650.26 ms [2021-01-22 03:19:48 main:574] : INFO : Epoch 1765 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1571.16 ms [2021-01-22 03:19:50 main:574] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1605.71 ms [2021-01-22 03:19:51 main:574] : INFO : Epoch 1767 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1575.03 ms [2021-01-22 03:19:53 main:574] : INFO : Epoch 1768 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1588.65 ms [2021-01-22 03:19:55 main:574] : INFO : Epoch 1769 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1570.78 ms [2021-01-22 03:19:56 main:574] : INFO : Epoch 1770 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1555.6 ms [2021-01-22 03:19:58 main:574] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1554.43 ms [2021-01-22 03:20:00 main:574] : INFO : Epoch 1772 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1631.58 ms [2021-01-22 03:20:01 main:574] : INFO : Epoch 1773 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 1603.16 ms [2021-01-22 03:20:03 main:574] : INFO : Epoch 1774 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1595.36 ms [2021-01-22 03:20:05 main:574] : INFO : Epoch 1775 | loss: 0.0312525 | val_loss: 0.031253 | Time: 1602.23 ms [2021-01-22 03:20:06 main:574] : INFO : Epoch 1776 | loss: 0.0312547 | val_loss: 0.0312692 | Time: 1572.08 ms [2021-01-22 03:20:08 main:574] : INFO : Epoch 1777 | loss: 0.0312553 | val_loss: 0.0312524 | Time: 1606.28 ms [2021-01-22 03:20:09 main:574] : INFO : Epoch 1778 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 1599.76 ms [2021-01-22 03:20:11 main:574] : INFO : Epoch 1779 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1642.43 ms [2021-01-22 03:20:13 main:574] : INFO : Epoch 1780 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1584.07 ms [2021-01-22 03:20:14 main:574] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1611.85 ms [2021-01-22 03:20:16 main:574] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1587.55 ms [2021-01-22 03:20:18 main:574] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1571.06 ms [2021-01-22 03:20:19 main:574] : INFO : Epoch 1784 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1564.83 ms [2021-01-22 03:20:21 main:574] : INFO : Epoch 1785 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1600.83 ms [2021-01-22 03:20:23 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1564.54 ms [2021-01-22 03:20:24 main:574] : INFO : Epoch 1787 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1588.17 ms [2021-01-22 03:20:26 main:574] : INFO : Epoch 1788 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1565.97 ms [2021-01-22 03:20:27 main:574] : INFO : Epoch 1789 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 1613.35 ms [2021-01-22 03:20:29 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1615.82 ms [2021-01-22 03:20:31 main:574] : INFO : Epoch 1791 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1607.57 ms [2021-01-22 03:20:32 main:574] : INFO : Epoch 1792 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1624.42 ms [2021-01-22 03:20:34 main:574] : INFO : Epoch 1793 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1596.73 ms [2021-01-22 03:20:36 main:574] : INFO : Epoch 1794 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1603.17 ms [2021-01-22 03:20:37 main:574] : INFO : Epoch 1795 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1586.38 ms [2021-01-22 03:20:39 main:574] : INFO : Epoch 1796 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1587.1 ms [2021-01-22 03:20:41 main:574] : INFO : Epoch 1797 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1602.57 ms [2021-01-22 03:20:42 main:574] : INFO : Epoch 1798 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1571.25 ms [2021-01-22 03:20:44 main:574] : INFO : Epoch 1799 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1578.86 ms [2021-01-22 03:20:46 main:574] : INFO : Epoch 1800 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1616.08 ms [2021-01-22 03:20:47 main:574] : INFO : Epoch 1801 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1607.05 ms [2021-01-22 03:20:49 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1585.12 ms [2021-01-22 03:20:50 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1587.05 ms [2021-01-22 03:20:52 main:574] : INFO : Epoch 1804 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1568.66 ms [2021-01-22 03:20:54 main:574] : INFO : Epoch 1805 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1586.52 ms [2021-01-22 03:20:55 main:574] : INFO : Epoch 1806 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1613.94 ms [2021-01-22 03:20:57 main:574] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1637.6 ms [2021-01-22 03:20:59 main:574] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1595.1 ms [2021-01-22 03:21:00 main:574] : INFO : Epoch 1809 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1610.89 ms [2021-01-22 03:21:02 main:574] : INFO : Epoch 1810 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1611.18 ms [2021-01-22 03:21:04 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1604.54 ms [2021-01-22 03:21:05 main:574] : INFO : Epoch 1812 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1631.21 ms [2021-01-22 03:21:07 main:574] : INFO : Epoch 1813 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1595.51 ms [2021-01-22 03:21:08 main:574] : INFO : Epoch 1814 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1571.41 ms [2021-01-22 03:21:10 main:574] : INFO : Epoch 1815 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1609.89 ms [2021-01-22 03:21:12 main:574] : INFO : Epoch 1816 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1584.28 ms [2021-01-22 03:21:13 main:574] : INFO : Epoch 1817 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1613.04 ms [2021-01-22 03:21:15 main:574] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1570.76 ms [2021-01-22 03:21:17 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1628.66 ms [2021-01-22 03:21:18 main:574] : INFO : Epoch 1820 | loss: 0.031251 | val_loss: 0.0312528 | Time: 1609.45 ms [2021-01-22 03:21:20 main:574] : INFO : Epoch 1821 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1614.7 ms [2021-01-22 03:21:22 main:574] : INFO : Epoch 1822 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1604.54 ms [2021-01-22 03:21:23 main:574] : INFO : Epoch 1823 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1571.29 ms [2021-01-22 03:21:25 main:574] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1605.4 ms [2021-01-22 03:21:27 main:574] : INFO : Epoch 1825 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1562.15 ms [2021-01-22 03:21:28 main:574] : INFO : Epoch 1826 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1564.1 ms [2021-01-22 03:21:30 main:574] : INFO : Epoch 1827 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1594.63 ms [2021-01-22 03:21:31 main:574] : INFO : Epoch 1828 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1630.05 ms [2021-01-22 03:21:33 main:574] : INFO : Epoch 1829 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1665.29 ms [2021-01-22 03:21:35 main:574] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1593.69 ms [2021-01-22 03:21:36 main:574] : INFO : Epoch 1831 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1544.14 ms [2021-01-22 03:21:38 main:574] : INFO : Epoch 1832 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1537.71 ms [2021-01-22 03:21:40 main:574] : INFO : Epoch 1833 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1614.63 ms [2021-01-22 03:21:41 main:574] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1593.86 ms [2021-01-22 03:21:43 main:574] : INFO : Epoch 1835 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1612.03 ms [2021-01-22 03:21:45 main:574] : INFO : Epoch 1836 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1591.92 ms [2021-01-22 03:21:46 main:574] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1586.52 ms [2021-01-22 03:21:48 main:574] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 1554.18 ms [2021-01-22 03:21:49 main:574] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1583.3 ms [2021-01-22 03:21:51 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1580.68 ms [2021-01-22 03:21:53 main:574] : INFO : Epoch 1841 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1605.01 ms [2021-01-22 03:21:54 main:574] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1629.19 ms [2021-01-22 03:21:56 main:574] : INFO : Epoch 1843 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1609.5 ms [2021-01-22 03:21:58 main:574] : INFO : Epoch 1844 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1632.21 ms [2021-01-22 03:21:59 main:574] : INFO : Epoch 1845 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1617.39 ms [2021-01-22 03:22:01 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1605.17 ms [2021-01-22 03:22:02 main:574] : INFO : Epoch 1847 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1604.04 ms [2021-01-22 03:22:04 main:574] : INFO : Epoch 1848 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1567.3 ms [2021-01-22 03:22:06 main:574] : INFO : Epoch 1849 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1586.45 ms [2021-01-22 03:22:07 main:574] : INFO : Epoch 1850 | loss: 0.0312508 | val_loss: 0.0312543 | Time: 1616.98 ms [2021-01-22 03:22:09 main:574] : INFO : Epoch 1851 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1564.36 ms [2021-01-22 03:22:11 main:574] : INFO : Epoch 1852 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1582.93 ms [2021-01-22 03:22:12 main:574] : INFO : Epoch 1853 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1620.61 ms [2021-01-22 03:22:14 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 1601.22 ms [2021-01-22 03:22:15 main:574] : INFO : Epoch 1855 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1582.75 ms [2021-01-22 03:22:17 main:574] : INFO : Epoch 1856 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1576.22 ms [2021-01-22 03:22:19 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1613.8 ms [2021-01-22 03:22:20 main:574] : INFO : Epoch 1858 | loss: 0.0312515 | val_loss: 0.0312525 | Time: 1602.85 ms [2021-01-22 03:22:22 main:574] : INFO : Epoch 1859 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1594.81 ms [2021-01-22 03:22:24 main:574] : INFO : Epoch 1860 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1590.72 ms [2021-01-22 03:22:25 main:574] : INFO : Epoch 1861 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1580.29 ms [2021-01-22 03:22:27 main:574] : INFO : Epoch 1862 | loss: 0.0312499 | val_loss: 0.031253 | Time: 1575.66 ms [2021-01-22 03:22:28 main:574] : INFO : Epoch 1863 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 1603.65 ms [2021-01-22 03:22:30 main:574] : INFO : Epoch 1864 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1584.88 ms [2021-01-22 03:22:32 main:574] : INFO : Epoch 1865 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1619.04 ms [2021-01-22 03:22:33 main:574] : INFO : Epoch 1866 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1618.3 ms [2021-01-22 03:22:35 main:574] : INFO : Epoch 1867 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1616.12 ms [2021-01-22 03:22:37 main:574] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1565 ms [2021-01-22 03:22:38 main:574] : INFO : Epoch 1869 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1561.11 ms [2021-01-22 03:22:40 main:574] : INFO : Epoch 1870 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1578.96 ms [2021-01-22 03:22:42 main:574] : INFO : Epoch 1871 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1615.29 ms [2021-01-22 03:22:43 main:574] : INFO : Epoch 1872 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1583.78 ms [2021-01-22 03:22:45 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1614.19 ms [2021-01-22 03:22:46 main:574] : INFO : Epoch 1874 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1608.01 ms [2021-01-22 03:22:48 main:574] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1533.73 ms [2021-01-22 03:22:50 main:574] : INFO : Epoch 1876 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1582.72 ms [2021-01-22 03:22:51 main:574] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1603.78 ms [2021-01-22 03:22:53 main:574] : INFO : Epoch 1878 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1567.64 ms [2021-01-22 03:22:54 main:574] : INFO : Epoch 1879 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 1577.68 ms [2021-01-22 03:22:56 main:574] : INFO : Epoch 1880 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 1605.2 ms [2021-01-22 03:22:58 main:574] : INFO : Epoch 1881 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1605.1 ms [2021-01-22 03:22:59 main:574] : INFO : Epoch 1882 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1562.39 ms [2021-01-22 03:23:01 main:574] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1575.07 ms [2021-01-22 03:23:02 main:574] : INFO : Epoch 1884 | loss: 0.0312504 | val_loss: 0.031252 | Time: 1600.76 ms [2021-01-22 03:23:04 main:574] : INFO : Epoch 1885 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1609.35 ms [2021-01-22 03:23:06 main:574] : INFO : Epoch 1886 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1626.7 ms [2021-01-22 03:23:07 main:574] : INFO : Epoch 1887 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1579.24 ms [2021-01-22 03:23:09 main:574] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1639.51 ms [2021-01-22 03:23:11 main:574] : INFO : Epoch 1889 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1591.68 ms [2021-01-22 03:23:12 main:574] : INFO : Epoch 1890 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1633.82 ms [2021-01-22 03:23:14 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 1619.05 ms [2021-01-22 03:23:16 main:574] : INFO : Epoch 1892 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1592.04 ms [2021-01-22 03:23:17 main:574] : INFO : Epoch 1893 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1626.1 ms [2021-01-22 03:23:19 main:574] : INFO : Epoch 1894 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1595.93 ms [2021-01-22 03:23:21 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 1588.6 ms [2021-01-22 03:23:22 main:574] : INFO : Epoch 1896 | loss: 0.0312512 | val_loss: 0.031253 | Time: 1590.62 ms [2021-01-22 03:23:24 main:574] : INFO : Epoch 1897 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1599.55 ms [2021-01-22 03:23:26 main:574] : INFO : Epoch 1898 | loss: 0.0312512 | val_loss: 0.0312527 | Time: 1598.45 ms [2021-01-22 03:23:27 main:574] : INFO : Epoch 1899 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1552.45 ms [2021-01-22 03:23:29 main:574] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1633.38 ms [2021-01-22 03:23:31 main:574] : INFO : Epoch 1901 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1580.01 ms [2021-01-22 03:23:32 main:574] : INFO : Epoch 1902 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1570.54 ms [2021-01-22 03:23:34 main:574] : INFO : Epoch 1903 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1609.92 ms [2021-01-22 03:23:35 main:574] : INFO : Epoch 1904 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1606.87 ms [2021-01-22 03:23:37 main:574] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1571.84 ms [2021-01-22 03:23:39 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1598.15 ms [2021-01-22 03:23:40 main:574] : INFO : Epoch 1907 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1602.81 ms [2021-01-22 03:23:42 main:574] : INFO : Epoch 1908 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1565.64 ms [2021-01-22 03:23:44 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1567.2 ms [2021-01-22 03:23:45 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1581.31 ms [2021-01-22 03:23:47 main:574] : INFO : Epoch 1911 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1588.43 ms [2021-01-22 03:23:49 main:574] : INFO : Epoch 1912 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1594.11 ms [2021-01-22 03:23:50 main:574] : INFO : Epoch 1913 | loss: 0.031252 | val_loss: 0.0312826 | Time: 1618.51 ms [2021-01-22 03:23:52 main:574] : INFO : Epoch 1914 | loss: 0.031274 | val_loss: 0.0313054 | Time: 1606.05 ms [2021-01-22 03:23:54 main:574] : INFO : Epoch 1915 | loss: 0.0316279 | val_loss: 0.0318942 | Time: 1616.12 ms [2021-01-22 03:23:55 main:574] : INFO : Epoch 1916 | loss: 0.0373702 | val_loss: 0.033302 | Time: 1594.4 ms [2021-01-22 03:23:57 main:574] : INFO : Epoch 1917 | loss: 0.0319382 | val_loss: 0.0313851 | Time: 1622.61 ms [2021-01-22 03:23:59 main:574] : INFO : Epoch 1918 | loss: 0.0313347 | val_loss: 0.0312914 | Time: 1651.26 ms [2021-01-22 03:24:00 main:574] : INFO : Epoch 1919 | loss: 0.0312687 | val_loss: 0.0312561 | Time: 1613.02 ms [2021-01-22 03:24:02 main:574] : INFO : Epoch 1920 | loss: 0.0312539 | val_loss: 0.0312525 | Time: 1593.21 ms [2021-01-22 03:24:03 main:574] : INFO : Epoch 1921 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 1619.19 ms [2021-01-22 03:24:05 main:574] : INFO : Epoch 1922 | loss: 0.031251 | val_loss: 0.0312516 | Time: 1593.34 ms [2021-01-22 03:24:07 main:574] : INFO : Epoch 1923 | loss: 0.0312515 | val_loss: 0.0312545 | Time: 1602.25 ms [2021-01-22 03:24:08 main:574] : INFO : Epoch 1924 | loss: 0.0312532 | val_loss: 0.0312551 | Time: 1603.74 ms [2021-01-22 03:24:10 main:574] : INFO : Epoch 1925 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 1562.26 ms [2021-01-22 03:24:12 main:574] : INFO : Epoch 1926 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1627.43 ms [2021-01-22 03:24:13 main:574] : INFO : Epoch 1927 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1575.42 ms [2021-01-22 03:24:15 main:574] : INFO : Epoch 1928 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1586.92 ms [2021-01-22 03:24:17 main:574] : INFO : Epoch 1929 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1600.1 ms [2021-01-22 03:24:18 main:574] : INFO : Epoch 1930 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1592.56 ms [2021-01-22 03:24:20 main:574] : INFO : Epoch 1931 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1570.55 ms [2021-01-22 03:24:21 main:574] : INFO : Epoch 1932 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1606.67 ms [2021-01-22 03:24:23 main:574] : INFO : Epoch 1933 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1612.19 ms [2021-01-22 03:24:25 main:574] : INFO : Epoch 1934 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1599.78 ms [2021-01-22 03:24:26 main:574] : INFO : Epoch 1935 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1568.82 ms [2021-01-22 03:24:28 main:574] : INFO : Epoch 1936 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1620.88 ms [2021-01-22 03:24:29 main:574] : INFO : Epoch 1937 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1548.59 ms [2021-01-22 03:24:31 main:574] : INFO : Epoch 1938 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1568.97 ms [2021-01-22 03:24:33 main:574] : INFO : Epoch 1939 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1619.79 ms [2021-01-22 03:24:34 main:574] : INFO : Epoch 1940 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1618.78 ms [2021-01-22 03:24:36 main:574] : INFO : Epoch 1941 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1541.69 ms [2021-01-22 03:24:38 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1606.32 ms [2021-01-22 03:24:39 main:574] : INFO : Epoch 1943 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1598.47 ms [2021-01-22 03:24:41 main:574] : INFO : Epoch 1944 | loss: 0.0312518 | val_loss: 0.0312525 | Time: 1594.15 ms [2021-01-22 03:24:43 main:574] : INFO : Epoch 1945 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1613.08 ms [2021-01-22 03:24:44 main:574] : INFO : Epoch 1946 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1579.05 ms [2021-01-22 03:24:46 main:574] : INFO : Epoch 1947 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1583.6 ms [2021-01-22 03:24:47 main:574] : INFO : Epoch 1948 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1577.08 ms [2021-01-22 03:24:49 main:574] : INFO : Epoch 1949 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 1558.48 ms [2021-01-22 03:24:51 main:574] : INFO : Epoch 1950 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1582.2 ms [2021-01-22 03:24:52 main:574] : INFO : Epoch 1951 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1570.3 ms [2021-01-22 03:24:54 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1605.43 ms [2021-01-22 03:24:55 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1542.7 ms [2021-01-22 03:24:57 main:574] : INFO : Epoch 1954 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1639.32 ms [2021-01-22 03:24:59 main:574] : INFO : Epoch 1955 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1598.03 ms [2021-01-22 03:25:00 main:574] : INFO : Epoch 1956 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1581.06 ms [2021-01-22 03:25:02 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1611.18 ms [2021-01-22 03:25:04 main:574] : INFO : Epoch 1958 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1567.49 ms [2021-01-22 03:25:05 main:574] : INFO : Epoch 1959 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 1582.06 ms [2021-01-22 03:25:07 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1585.13 ms [2021-01-22 03:25:09 main:574] : INFO : Epoch 1961 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1601.11 ms [2021-01-22 03:25:10 main:574] : INFO : Epoch 1962 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1561.65 ms [2021-01-22 03:25:12 main:574] : INFO : Epoch 1963 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 1590.84 ms [2021-01-22 03:25:13 main:574] : INFO : Epoch 1964 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1562.19 ms [2021-01-22 03:25:15 main:574] : INFO : Epoch 1965 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1559.15 ms [2021-01-22 03:25:17 main:574] : INFO : Epoch 1966 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1565.78 ms [2021-01-22 03:25:18 main:574] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1585.9 ms [2021-01-22 03:25:20 main:574] : INFO : Epoch 1968 | loss: 0.0312512 | val_loss: 0.0312533 | Time: 1591.79 ms [2021-01-22 03:25:22 main:574] : INFO : Epoch 1969 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1612.26 ms [2021-01-22 03:25:23 main:574] : INFO : Epoch 1970 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1605.76 ms [2021-01-22 03:25:25 main:574] : INFO : Epoch 1971 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1545.84 ms [2021-01-22 03:25:27 main:574] : INFO : Epoch 1972 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1581.06 ms [2021-01-22 03:25:28 main:574] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1595.72 ms [2021-01-22 03:25:30 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1602 ms [2021-01-22 03:25:31 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1608.1 ms [2021-01-22 03:25:33 main:574] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1606.63 ms [2021-01-22 03:25:35 main:574] : INFO : Epoch 1977 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1575.43 ms [2021-01-22 03:25:36 main:574] : INFO : Epoch 1978 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1604.47 ms [2021-01-22 03:25:38 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1576.01 ms [2021-01-22 03:25:40 main:574] : INFO : Epoch 1980 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1616.83 ms [2021-01-22 03:25:41 main:574] : INFO : Epoch 1981 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1569.46 ms [2021-01-22 03:25:43 main:574] : INFO : Epoch 1982 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1606.24 ms [2021-01-22 03:25:45 main:574] : INFO : Epoch 1983 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1539.68 ms [2021-01-22 03:25:46 main:574] : INFO : Epoch 1984 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1584.81 ms [2021-01-22 03:25:48 main:574] : INFO : Epoch 1985 | loss: 0.0312511 | val_loss: 0.0312545 | Time: 1599.5 ms [2021-01-22 03:25:50 main:574] : INFO : Epoch 1986 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1616.42 ms [2021-01-22 03:25:51 main:574] : INFO : Epoch 1987 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1661.56 ms [2021-01-22 03:25:53 main:574] : INFO : Epoch 1988 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1594.81 ms [2021-01-22 03:25:55 main:574] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1597.43 ms [2021-01-22 03:25:56 main:574] : INFO : Epoch 1990 | loss: 0.0312508 | val_loss: 0.031254 | Time: 1648.9 ms [2021-01-22 03:25:58 main:574] : INFO : Epoch 1991 | loss: 0.0312519 | val_loss: 0.0312508 | Time: 1589.98 ms [2021-01-22 03:26:00 main:574] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1615.78 ms [2021-01-22 03:26:01 main:574] : INFO : Epoch 1993 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1571.35 ms [2021-01-22 03:26:03 main:574] : INFO : Epoch 1994 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1599.49 ms [2021-01-22 03:26:05 main:574] : INFO : Epoch 1995 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1625.52 ms [2021-01-22 03:26:06 main:574] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1620.82 ms [2021-01-22 03:26:08 main:574] : INFO : Epoch 1997 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1600.36 ms [2021-01-22 03:26:10 main:574] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1611.12 ms [2021-01-22 03:26:11 main:574] : INFO : Epoch 1999 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1609.83 ms [2021-01-22 03:26:13 main:574] : INFO : Epoch 2000 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 1589.9 ms [2021-01-22 03:26:15 main:574] : INFO : Epoch 2001 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1723.81 ms [2021-01-22 03:26:16 main:574] : INFO : Epoch 2002 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1558 ms [2021-01-22 03:26:18 main:574] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1562.62 ms [2021-01-22 03:26:19 main:574] : INFO : Epoch 2004 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1601.3 ms [2021-01-22 03:26:21 main:574] : INFO : Epoch 2005 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1611.83 ms [2021-01-22 03:26:23 main:574] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1582.18 ms [2021-01-22 03:26:24 main:574] : INFO : Epoch 2007 | loss: 0.0312516 | val_loss: 0.031251 | Time: 1635.18 ms [2021-01-22 03:26:26 main:574] : INFO : Epoch 2008 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1628.95 ms [2021-01-22 03:26:28 main:574] : INFO : Epoch 2009 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 1636.51 ms [2021-01-22 03:26:29 main:574] : INFO : Epoch 2010 | loss: 0.031252 | val_loss: 0.0312524 | Time: 1618.3 ms [2021-01-22 03:26:31 main:574] : INFO : Epoch 2011 | loss: 0.0312512 | val_loss: 0.0312544 | Time: 1606.58 ms [2021-01-22 03:26:33 main:574] : INFO : Epoch 2012 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 1546.62 ms [2021-01-22 03:26:34 main:574] : INFO : Epoch 2013 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1577.11 ms [2021-01-22 03:26:36 main:574] : INFO : Epoch 2014 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1623.39 ms [2021-01-22 03:26:38 main:574] : INFO : Epoch 2015 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1598.71 ms [2021-01-22 03:26:39 main:574] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1581 ms [2021-01-22 03:26:41 main:574] : INFO : Epoch 2017 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1576.73 ms [2021-01-22 03:26:43 main:574] : INFO : Epoch 2018 | loss: 0.0312512 | val_loss: 0.0312532 | Time: 1576.07 ms [2021-01-22 03:26:44 main:574] : INFO : Epoch 2019 | loss: 0.031251 | val_loss: 0.0312517 | Time: 1578.28 ms [2021-01-22 03:26:46 main:574] : INFO : Epoch 2020 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1604.52 ms [2021-01-22 03:26:48 main:574] : INFO : Epoch 2021 | loss: 0.0312509 | val_loss: 0.031254 | Time: 1607.66 ms [2021-01-22 03:26:49 main:574] : INFO : Epoch 2022 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1558.36 ms [2021-01-22 03:26:51 main:574] : INFO : Epoch 2023 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1596.73 ms [2021-01-22 03:26:52 main:574] : INFO : Epoch 2024 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1567.24 ms [2021-01-22 03:26:54 main:574] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1585.59 ms [2021-01-22 03:26:56 main:574] : INFO : Epoch 2026 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1551.88 ms [2021-01-22 03:26:57 main:574] : INFO : Epoch 2027 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 1611.99 ms [2021-01-22 03:26:59 main:574] : INFO : Epoch 2028 | loss: 0.0312518 | val_loss: 0.031252 | Time: 1593 ms [2021-01-22 03:27:01 main:574] : INFO : Epoch 2029 | loss: 0.0312535 | val_loss: 0.031255 | Time: 1575.75 ms [2021-01-22 03:27:02 main:574] : INFO : Epoch 2030 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 1599.66 ms [2021-01-22 03:27:04 main:574] : INFO : Epoch 2031 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1585.51 ms [2021-01-22 03:27:05 main:574] : INFO : Epoch 2032 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 1612.44 ms [2021-01-22 03:27:07 main:574] : INFO : Epoch 2033 | loss: 0.0312526 | val_loss: 0.0312512 | Time: 1585.96 ms [2021-01-22 03:27:09 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1602.75 ms [2021-01-22 03:27:10 main:574] : INFO : Epoch 2035 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1634.14 ms [2021-01-22 03:27:12 main:574] : INFO : Epoch 2036 | loss: 0.0312523 | val_loss: 0.0312511 | Time: 1587.56 ms [2021-01-22 03:27:14 main:574] : INFO : Epoch 2037 | loss: 0.0312516 | val_loss: 0.0312543 | Time: 1584.16 ms [2021-01-22 03:27:15 main:574] : INFO : Epoch 2038 | loss: 0.031253 | val_loss: 0.0312537 | Time: 1584.14 ms [2021-01-22 03:27:17 main:574] : INFO : Epoch 2039 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1581.67 ms [2021-01-22 03:27:19 main:574] : INFO : Epoch 2040 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1644.63 ms [2021-01-22 03:27:20 main:574] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1567.22 ms [2021-01-22 03:27:22 main:574] : INFO : Epoch 2042 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 1575.5 ms [2021-01-22 03:27:23 main:574] : INFO : Epoch 2043 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1586.06 ms [2021-01-22 03:27:25 main:574] : INFO : Epoch 2044 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1638.43 ms [2021-01-22 03:27:27 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1551.24 ms [2021-01-22 03:27:28 main:574] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1591.42 ms [2021-01-22 03:27:30 main:574] : INFO : Epoch 2047 | loss: 0.0312512 | val_loss: 0.0312525 | Time: 1570.96 ms [2021-01-22 03:27:31 main:574] : INFO : Epoch 2048 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1603.66 ms [2021-01-22 03:27:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312511 [2021-01-22 03:27:31 main:603] : INFO : Saving end state to config to file [2021-01-22 03:27:32 main:608] : INFO : Success, exiting.. 03:27:32 (9504): 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)