Task 3750873
| Name | ParityModified-1609263946-8343-4_2 |
| Workunit | 1906033 |
| Created | 21 Jan 2021, 16:46:52 UTC |
| Sent | 21 Jan 2021, 17:29:29 UTC |
| Report deadline | 28 Jan 2021, 17:29:29 UTC |
| Received | 21 Jan 2021, 22:30:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 24 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>
main:574] : INFO : Epoch 1542 | loss: 0.0312146 | val_loss: 0.031213 | Time: 1588.62 ms
[2021-01-21 13:45:14 main:574] : INFO : Epoch 1543 | loss: 0.0312145 | val_loss: 0.0312131 | Time: 1597.72 ms
[2021-01-21 13:45:16 main:574] : INFO : Epoch 1544 | loss: 0.0312146 | val_loss: 0.0312131 | Time: 1612.01 ms
[2021-01-21 13:45:17 main:574] : INFO : Epoch 1545 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 1607.9 ms
[2021-01-21 13:45:19 main:574] : INFO : Epoch 1546 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 1608.82 ms
[2021-01-21 13:45:21 main:574] : INFO : Epoch 1547 | loss: 0.0312143 | val_loss: 0.031213 | Time: 1611.95 ms
[2021-01-21 13:45:22 main:574] : INFO : Epoch 1548 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 1611.77 ms
[2021-01-21 13:45:24 main:574] : INFO : Epoch 1549 | loss: 0.0312144 | val_loss: 0.0312131 | Time: 1623.65 ms
[2021-01-21 13:45:26 main:574] : INFO : Epoch 1550 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 1580.27 ms
[2021-01-21 13:45:27 main:574] : INFO : Epoch 1551 | loss: 0.0312145 | val_loss: 0.031213 | Time: 1627.69 ms
[2021-01-21 13:45:29 main:574] : INFO : Epoch 1552 | loss: 0.0312143 | val_loss: 0.0312129 | Time: 1562.46 ms
[2021-01-21 13:45:30 main:574] : INFO : Epoch 1553 | loss: 0.0312146 | val_loss: 0.031213 | Time: 1609.35 ms
[2021-01-21 13:45:32 main:574] : INFO : Epoch 1554 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 1624.43 ms
[2021-01-21 13:45:34 main:574] : INFO : Epoch 1555 | loss: 0.0312144 | val_loss: 0.031213 | Time: 1664.13 ms
[2021-01-21 13:45:35 main:574] : INFO : Epoch 1556 | loss: 0.0312143 | val_loss: 0.0312134 | Time: 1541.57 ms
[2021-01-21 13:45:37 main:574] : INFO : Epoch 1557 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 1600.66 ms
[2021-01-21 13:45:38 main:574] : INFO : Epoch 1558 | loss: 0.0312144 | val_loss: 0.0312132 | Time: 1621.95 ms
[2021-01-21 13:45:40 main:574] : INFO : Epoch 1559 | loss: 0.0312144 | val_loss: 0.0312128 | Time: 1589.35 ms
[2021-01-21 13:45:42 main:574] : INFO : Epoch 1560 | loss: 0.0312144 | val_loss: 0.0312134 | Time: 1542.81 ms
[2021-01-21 13:45:43 main:574] : INFO : Epoch 1561 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 1627.73 ms
[2021-01-21 13:45:45 main:574] : INFO : Epoch 1562 | loss: 0.0312143 | val_loss: 0.0312129 | Time: 1612.13 ms
[2021-01-21 13:45:46 main:574] : INFO : Epoch 1563 | loss: 0.0312142 | val_loss: 0.0312127 | Time: 1591.41 ms
[2021-01-21 13:45:48 main:574] : INFO : Epoch 1564 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 1609.91 ms
[2021-01-21 13:45:50 main:574] : INFO : Epoch 1565 | loss: 0.0312144 | val_loss: 0.0312132 | Time: 1597.46 ms
[2021-01-21 13:45:51 main:574] : INFO : Epoch 1566 | loss: 0.0312145 | val_loss: 0.031213 | Time: 1569.75 ms
[2021-01-21 13:45:53 main:574] : INFO : Epoch 1567 | loss: 0.0312143 | val_loss: 0.0312128 | Time: 1574.56 ms
[2021-01-21 13:45:55 main:574] : INFO : Epoch 1568 | loss: 0.0312142 | val_loss: 0.0312129 | Time: 1589.39 ms
[2021-01-21 13:45:56 main:574] : INFO : Epoch 1569 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 1616.99 ms
[2021-01-21 13:45:58 main:574] : INFO : Epoch 1570 | loss: 0.0312143 | val_loss: 0.0312133 | Time: 1579.51 ms
[2021-01-21 13:45:59 main:574] : INFO : Epoch 1571 | loss: 0.0312144 | val_loss: 0.0312132 | Time: 1635.06 ms
[2021-01-21 13:46:01 main:574] : INFO : Epoch 1572 | loss: 0.0312144 | val_loss: 0.031213 | Time: 1606.65 ms
[2021-01-21 13:46:03 main:574] : INFO : Epoch 1573 | loss: 0.0312143 | val_loss: 0.031213 | Time: 1578.37 ms
[2021-01-21 13:46:04 main:574] : INFO : Epoch 1574 | loss: 0.0312145 | val_loss: 0.031213 | Time: 1595.67 ms
[2021-01-21 13:46:06 main:574] : INFO : Epoch 1575 | loss: 0.0312145 | val_loss: 0.0312127 | Time: 1601.41 ms
[2021-01-21 13:46:07 main:574] : INFO : Epoch 1576 | loss: 0.0312142 | val_loss: 0.0312129 | Time: 1623.6 ms
[2021-01-21 13:46:09 main:574] : INFO : Epoch 1577 | loss: 0.0312143 | val_loss: 0.0312128 | Time: 1601.34 ms
[2021-01-21 13:46:11 main:574] : INFO : Epoch 1578 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 1581.81 ms
[2021-01-21 13:46:12 main:574] : INFO : Epoch 1579 | loss: 0.031214 | val_loss: 0.0312127 | Time: 1581.14 ms
[2021-01-21 13:46:14 main:574] : INFO : Epoch 1580 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1609.66 ms
[2021-01-21 13:46:15 main:574] : INFO : Epoch 1581 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1618.43 ms
[2021-01-21 13:46:17 main:574] : INFO : Epoch 1582 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1631.67 ms
[2021-01-21 13:46:19 main:574] : INFO : Epoch 1583 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1616.41 ms
[2021-01-21 13:46:20 main:574] : INFO : Epoch 1584 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 1632.78 ms
[2021-01-21 13:46:22 main:574] : INFO : Epoch 1585 | loss: 0.031214 | val_loss: 0.031213 | Time: 1621.43 ms
[2021-01-21 13:46:24 main:574] : INFO : Epoch 1586 | loss: 0.0312144 | val_loss: 0.0312136 | Time: 1642.95 ms
[2021-01-21 13:46:25 main:574] : INFO : Epoch 1587 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 1640.1 ms
[2021-01-21 13:46:27 main:574] : INFO : Epoch 1588 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 1578.11 ms
[2021-01-21 13:46:29 main:574] : INFO : Epoch 1589 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1610.61 ms
[2021-01-21 13:46:30 main:574] : INFO : Epoch 1590 | loss: 0.0312141 | val_loss: 0.0312129 | Time: 1633.75 ms
[2021-01-21 13:46:32 main:574] : INFO : Epoch 1591 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 1576.59 ms
[2021-01-21 13:46:33 main:574] : INFO : Epoch 1592 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1598.45 ms
[2021-01-21 13:46:35 main:574] : INFO : Epoch 1593 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1595.81 ms
[2021-01-21 13:46:37 main:574] : INFO : Epoch 1594 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 1619.75 ms
[2021-01-21 13:46:38 main:574] : INFO : Epoch 1595 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 1588.09 ms
[2021-01-21 13:46:40 main:574] : INFO : Epoch 1596 | loss: 0.0312139 | val_loss: 0.0312125 | Time: 1585.54 ms
[2021-01-21 13:46:42 main:574] : INFO : Epoch 1597 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 1682.17 ms
[2021-01-21 13:46:43 main:574] : INFO : Epoch 1598 | loss: 0.0312138 | val_loss: 0.0312127 | Time: 1729.62 ms
[2021-01-21 13:46:45 main:574] : INFO : Epoch 1599 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 1589.78 ms
[2021-01-21 13:46:46 main:574] : INFO : Epoch 1600 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 1572.01 ms
[2021-01-21 13:46:48 main:574] : INFO : Epoch 1601 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1636.22 ms
[2021-01-21 13:46:50 main:574] : INFO : Epoch 1602 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 1603.44 ms
[2021-01-21 13:46:51 main:574] : INFO : Epoch 1603 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 1591.53 ms
[2021-01-21 13:46:53 main:574] : INFO : Epoch 1604 | loss: 0.031214 | val_loss: 0.031213 | Time: 1595.62 ms
[2021-01-21 13:46:55 main:574] : INFO : Epoch 1605 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1617.13 ms
[2021-01-21 13:46:56 main:574] : INFO : Epoch 1606 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 1609.69 ms
[2021-01-21 13:46:58 main:574] : INFO : Epoch 1607 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1616.84 ms
[2021-01-21 13:46:59 main:574] : INFO : Epoch 1608 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 1644.26 ms
[2021-01-21 13:47:01 main:574] : INFO : Epoch 1609 | loss: 0.0312139 | val_loss: 0.0312125 | Time: 1631.04 ms
[2021-01-21 13:47:03 main:574] : INFO : Epoch 1610 | loss: 0.0312137 | val_loss: 0.0312128 | Time: 1608.12 ms
[2021-01-21 13:47:04 main:574] : INFO : Epoch 1611 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1570.7 ms
[2021-01-21 13:47:06 main:574] : INFO : Epoch 1612 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1591.77 ms
[2021-01-21 13:47:08 main:574] : INFO : Epoch 1613 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 1639.74 ms
[2021-01-21 13:47:09 main:574] : INFO : Epoch 1614 | loss: 0.0312138 | val_loss: 0.0312129 | Time: 1588.74 ms
[2021-01-21 13:47:11 main:574] : INFO : Epoch 1615 | loss: 0.0312139 | val_loss: 0.0312125 | Time: 1625.17 ms
[2021-01-21 13:47:12 main:574] : INFO : Epoch 1616 | loss: 0.0312141 | val_loss: 0.0312138 | Time: 1607.51 ms
[2021-01-21 13:47:14 main:574] : INFO : Epoch 1617 | loss: 0.031215 | val_loss: 0.0312132 | Time: 1632.9 ms
[2021-01-21 13:47:16 main:574] : INFO : Epoch 1618 | loss: 0.0312141 | val_loss: 0.0312128 | Time: 1590.92 ms
[2021-01-21 13:47:17 main:574] : INFO : Epoch 1619 | loss: 0.031214 | val_loss: 0.0312131 | Time: 1590.56 ms
[2021-01-21 13:47:19 main:574] : INFO : Epoch 1620 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 1576.09 ms
[2021-01-21 13:47:20 main:574] : INFO : Epoch 1621 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1553.34 ms
[2021-01-21 13:47:22 main:574] : INFO : Epoch 1622 | loss: 0.0312141 | val_loss: 0.0312125 | Time: 1605.87 ms
[2021-01-21 13:47:24 main:574] : INFO : Epoch 1623 | loss: 0.0312145 | val_loss: 0.0312137 | Time: 1599.82 ms
[2021-01-21 13:47:25 main:574] : INFO : Epoch 1624 | loss: 0.0312144 | val_loss: 0.0312128 | Time: 1621.91 ms
[2021-01-21 13:47:27 main:574] : INFO : Epoch 1625 | loss: 0.0312142 | val_loss: 0.0312132 | Time: 1595.77 ms
[2021-01-21 13:47:29 main:574] : INFO : Epoch 1626 | loss: 0.0312139 | val_loss: 0.0312125 | Time: 1655.72 ms
[2021-01-21 13:47:30 main:574] : INFO : Epoch 1627 | loss: 0.0312142 | val_loss: 0.0312141 | Time: 1626.38 ms
[2021-01-21 13:47:32 main:574] : INFO : Epoch 1628 | loss: 0.0312146 | val_loss: 0.0312126 | Time: 1596.4 ms
[2021-01-21 13:47:33 main:574] : INFO : Epoch 1629 | loss: 0.0312137 | val_loss: 0.0312126 | Time: 1608.4 ms
[2021-01-21 13:47:35 main:574] : INFO : Epoch 1630 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 1569.04 ms
[2021-01-21 13:47:37 main:574] : INFO : Epoch 1631 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 1614.26 ms
[2021-01-21 13:47:38 main:574] : INFO : Epoch 1632 | loss: 0.0312138 | val_loss: 0.0312138 | Time: 1622.48 ms
[2021-01-21 13:47:40 main:574] : INFO : Epoch 1633 | loss: 0.0312142 | val_loss: 0.0312125 | Time: 1633.79 ms
[2021-01-21 13:47:42 main:574] : INFO : Epoch 1634 | loss: 0.0312137 | val_loss: 0.0312125 | Time: 1595.18 ms
[2021-01-21 13:47:43 main:574] : INFO : Epoch 1635 | loss: 0.0312138 | val_loss: 0.031213 | Time: 1620.6 ms
[2021-01-21 13:47:45 main:574] : INFO : Epoch 1636 | loss: 0.0312138 | val_loss: 0.0312124 | Time: 1587.02 ms
[2021-01-21 13:47:46 main:574] : INFO : Epoch 1637 | loss: 0.0312137 | val_loss: 0.0312127 | Time: 1563.61 ms
[2021-01-21 13:47:48 main:574] : INFO : Epoch 1638 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1626.13 ms
[2021-01-21 13:47:50 main:574] : INFO : Epoch 1639 | loss: 0.0312142 | val_loss: 0.0312135 | Time: 1601.57 ms
[2021-01-21 13:47:51 main:574] : INFO : Epoch 1640 | loss: 0.0312137 | val_loss: 0.0312127 | Time: 1594.8 ms
[2021-01-21 13:47:53 main:574] : INFO : Epoch 1641 | loss: 0.0312137 | val_loss: 0.0312125 | Time: 1621.87 ms
[2021-01-21 13:47:54 main:574] : INFO : Epoch 1642 | loss: 0.0312137 | val_loss: 0.0312128 | Time: 1610.43 ms
[2021-01-21 13:47:56 main:574] : INFO : Epoch 1643 | loss: 0.0312135 | val_loss: 0.0312131 | Time: 1583.43 ms
[2021-01-21 13:47:58 main:574] : INFO : Epoch 1644 | loss: 0.0312138 | val_loss: 0.0312128 | Time: 1620.21 ms
[2021-01-21 13:47:59 main:574] : INFO : Epoch 1645 | loss: 0.0312136 | val_loss: 0.0312127 | Time: 1589.74 ms
[2021-01-21 13:48:01 main:574] : INFO : Epoch 1646 | loss: 0.0312137 | val_loss: 0.0312125 | Time: 1586.68 ms
[2021-01-21 13:48:03 main:574] : INFO : Epoch 1647 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 1611.42 ms
[2021-01-21 13:48:04 main:574] : INFO : Epoch 1648 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 1583.48 ms
[2021-01-21 13:48:06 main:574] : INFO : Epoch 1649 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 1592.77 ms
[2021-01-21 13:48:07 main:574] : INFO : Epoch 1650 | loss: 0.0312134 | val_loss: 0.0312141 | Time: 1606.04 ms
[2021-01-21 13:48:09 main:574] : INFO : Epoch 1651 | loss: 0.0312138 | val_loss: 0.0312134 | Time: 1641.86 ms
[2021-01-21 13:48:11 main:574] : INFO : Epoch 1652 | loss: 0.0312146 | val_loss: 0.0312125 | Time: 1598.68 ms
[2021-01-21 13:48:12 main:574] : INFO : Epoch 1653 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1652.44 ms
[2021-01-21 13:48:14 main:574] : INFO : Epoch 1654 | loss: 0.0312136 | val_loss: 0.0312125 | Time: 1613.28 ms
[2021-01-21 13:48:15 main:574] : INFO : Epoch 1655 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 1572.78 ms
[2021-01-21 13:48:17 main:574] : INFO : Epoch 1656 | loss: 0.0312138 | val_loss: 0.0312123 | Time: 1625.12 ms
[2021-01-21 13:48:19 main:574] : INFO : Epoch 1657 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 1612.51 ms
[2021-01-21 13:48:20 main:574] : INFO : Epoch 1658 | loss: 0.0312141 | val_loss: 0.0312125 | Time: 1622.28 ms
[2021-01-21 13:48:22 main:574] : INFO : Epoch 1659 | loss: 0.0312135 | val_loss: 0.0312124 | Time: 1599.73 ms
[2021-01-21 13:48:24 main:574] : INFO : Epoch 1660 | loss: 0.0312136 | val_loss: 0.0312123 | Time: 1599.97 ms
[2021-01-21 13:48:25 main:574] : INFO : Epoch 1661 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1589.26 ms
[2021-01-21 13:48:27 main:574] : INFO : Epoch 1662 | loss: 0.0312137 | val_loss: 0.0312126 | Time: 1612.99 ms
[2021-01-21 13:48:28 main:574] : INFO : Epoch 1663 | loss: 0.0312135 | val_loss: 0.0312124 | Time: 1636.04 ms
[2021-01-21 13:48:30 main:574] : INFO : Epoch 1664 | loss: 0.0312138 | val_loss: 0.031213 | Time: 1651.75 ms
[2021-01-21 13:48:32 main:574] : INFO : Epoch 1665 | loss: 0.0312139 | val_loss: 0.0312125 | Time: 1625.13 ms
[2021-01-21 13:48:33 main:574] : INFO : Epoch 1666 | loss: 0.0312136 | val_loss: 0.0312123 | Time: 1636.99 ms
[2021-01-21 13:48:35 main:574] : INFO : Epoch 1667 | loss: 0.0312135 | val_loss: 0.0312127 | Time: 1564 ms
[2021-01-21 13:48:37 main:574] : INFO : Epoch 1668 | loss: 0.0312138 | val_loss: 0.0312134 | Time: 1595.87 ms
[2021-01-21 13:48:38 main:574] : INFO : Epoch 1669 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 1584.94 ms
[2021-01-21 13:48:40 main:574] : INFO : Epoch 1670 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1564.62 ms
[2021-01-21 13:48:41 main:574] : INFO : Epoch 1671 | loss: 0.0312134 | val_loss: 0.0312125 | Time: 1580.24 ms
[2021-01-21 13:48:43 main:574] : INFO : Epoch 1672 | loss: 0.0312135 | val_loss: 0.0312125 | Time: 1608.65 ms
[2021-01-21 13:48:45 main:574] : INFO : Epoch 1673 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 1615.56 ms
[2021-01-21 13:48:46 main:574] : INFO : Epoch 1674 | loss: 0.0312134 | val_loss: 0.0312125 | Time: 1615.88 ms
[2021-01-21 13:48:48 main:574] : INFO : Epoch 1675 | loss: 0.0312137 | val_loss: 0.0312127 | Time: 1625.92 ms
[2021-01-21 13:48:49 main:574] : INFO : Epoch 1676 | loss: 0.0312143 | val_loss: 0.0312136 | Time: 1585.15 ms
[2021-01-21 13:48:51 main:574] : INFO : Epoch 1677 | loss: 0.0312161 | val_loss: 0.0312128 | Time: 1600.47 ms
[2021-01-21 13:48:53 main:574] : INFO : Epoch 1678 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 1588.52 ms
[2021-01-21 13:48:54 main:574] : INFO : Epoch 1679 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1611.32 ms
[2021-01-21 13:48:56 main:574] : INFO : Epoch 1680 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 1583.64 ms
[2021-01-21 13:48:58 main:574] : INFO : Epoch 1681 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1615.27 ms
[2021-01-21 13:48:59 main:574] : INFO : Epoch 1682 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1594.29 ms
[2021-01-21 13:49:01 main:574] : INFO : Epoch 1683 | loss: 0.0312137 | val_loss: 0.0312127 | Time: 1568.28 ms
[2021-01-21 13:49:02 main:574] : INFO : Epoch 1684 | loss: 0.0312144 | val_loss: 0.0312127 | Time: 1649.04 ms
[2021-01-21 13:49:04 main:574] : INFO : Epoch 1685 | loss: 0.0312145 | val_loss: 0.0312123 | Time: 1591.8 ms
[2021-01-21 13:49:06 main:574] : INFO : Epoch 1686 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 1628.42 ms
[2021-01-21 13:49:07 main:574] : INFO : Epoch 1687 | loss: 0.0312135 | val_loss: 0.0312131 | Time: 1602.64 ms
[2021-01-21 13:49:09 main:574] : INFO : Epoch 1688 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1581.52 ms
[2021-01-21 13:49:10 main:574] : INFO : Epoch 1689 | loss: 0.0312134 | val_loss: 0.0312128 | Time: 1613.02 ms
[2021-01-21 13:49:12 main:574] : INFO : Epoch 1690 | loss: 0.0312136 | val_loss: 0.0312134 | Time: 1608.53 ms
[2021-01-21 13:49:14 main:574] : INFO : Epoch 1691 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 1638.49 ms
[2021-01-21 13:49:15 main:574] : INFO : Epoch 1692 | loss: 0.0312134 | val_loss: 0.0312123 | Time: 1601.48 ms
[2021-01-21 13:49:17 main:574] : INFO : Epoch 1693 | loss: 0.0312139 | val_loss: 0.0312123 | Time: 1604.55 ms
[2021-01-21 13:49:19 main:574] : INFO : Epoch 1694 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 1592.56 ms
[2021-01-21 13:49:20 main:574] : INFO : Epoch 1695 | loss: 0.0312135 | val_loss: 0.0312131 | Time: 1572.09 ms
[2021-01-21 13:49:22 main:574] : INFO : Epoch 1696 | loss: 0.0312138 | val_loss: 0.0312131 | Time: 1605.77 ms
[2021-01-21 13:49:23 main:574] : INFO : Epoch 1697 | loss: 0.0312138 | val_loss: 0.0312123 | Time: 1589.81 ms
[2021-01-21 13:49:25 main:574] : INFO : Epoch 1698 | loss: 0.0312147 | val_loss: 0.0312152 | Time: 1612.16 ms
[2021-01-21 13:49:27 main:574] : INFO : Epoch 1699 | loss: 0.0312148 | val_loss: 0.0312133 | Time: 1620.52 ms
[2021-01-21 13:49:28 main:574] : INFO : Epoch 1700 | loss: 0.0312151 | val_loss: 0.0312133 | Time: 1587.27 ms
[2021-01-21 13:49:30 main:574] : INFO : Epoch 1701 | loss: 0.031214 | val_loss: 0.0312143 | Time: 1650.21 ms
[2021-01-21 13:49:31 main:574] : INFO : Epoch 1702 | loss: 0.0312147 | val_loss: 0.0312126 | Time: 1602.49 ms
[2021-01-21 13:49:33 main:574] : INFO : Epoch 1703 | loss: 0.0312142 | val_loss: 0.031213 | Time: 1629.49 ms
[2021-01-21 13:49:35 main:574] : INFO : Epoch 1704 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 1628.24 ms
[2021-01-21 13:49:36 main:574] : INFO : Epoch 1705 | loss: 0.0312136 | val_loss: 0.0312127 | Time: 1600.84 ms
[2021-01-21 13:49:38 main:574] : INFO : Epoch 1706 | loss: 0.0312139 | val_loss: 0.0312123 | Time: 1614.96 ms
[2021-01-21 13:49:40 main:574] : INFO : Epoch 1707 | loss: 0.0312137 | val_loss: 0.0312122 | Time: 1613.03 ms
[2021-01-21 13:49:41 main:574] : INFO : Epoch 1708 | loss: 0.0312133 | val_loss: 0.0312123 | Time: 1607.92 ms
[2021-01-21 13:49:43 main:574] : INFO : Epoch 1709 | loss: 0.0312132 | val_loss: 0.0312126 | Time: 1602.07 ms
[2021-01-21 13:49:44 main:574] : INFO : Epoch 1710 | loss: 0.0312133 | val_loss: 0.0312124 | Time: 1622.76 ms
[2021-01-21 13:49:46 main:574] : INFO : Epoch 1711 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1569.98 ms
[2021-01-21 13:49:48 main:574] : INFO : Epoch 1712 | loss: 0.0312133 | val_loss: 0.0312124 | Time: 1601.22 ms
[2021-01-21 13:49:49 main:574] : INFO : Epoch 1713 | loss: 0.0312134 | val_loss: 0.0312121 | Time: 1608.82 ms
[2021-01-21 13:49:51 main:574] : INFO : Epoch 1714 | loss: 0.0312133 | val_loss: 0.0312129 | Time: 1654.55 ms
[2021-01-21 13:49:53 main:574] : INFO : Epoch 1715 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 1606.74 ms
[2021-01-21 13:49:54 main:574] : INFO : Epoch 1716 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1617.16 ms
[2021-01-21 13:49:56 main:574] : INFO : Epoch 1717 | loss: 0.0312135 | val_loss: 0.0312138 | Time: 1564.2 ms
[2021-01-21 13:49:57 main:574] : INFO : Epoch 1718 | loss: 0.031214 | val_loss: 0.0312136 | Time: 1590.64 ms
[2021-01-21 13:49:59 main:574] : INFO : Epoch 1719 | loss: 0.0312143 | val_loss: 0.0312141 | Time: 1573.46 ms
[2021-01-21 13:50:01 main:574] : INFO : Epoch 1720 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 1630.71 ms
[2021-01-21 13:50:02 main:574] : INFO : Epoch 1721 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 1632.76 ms
[2021-01-21 13:50:04 main:574] : INFO : Epoch 1722 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 1610.11 ms
[2021-01-21 13:50:06 main:574] : INFO : Epoch 1723 | loss: 0.0312141 | val_loss: 0.0312124 | Time: 1600.96 ms
[2021-01-21 13:50:07 main:574] : INFO : Epoch 1724 | loss: 0.0312133 | val_loss: 0.0312123 | Time: 1613.99 ms
[2021-01-21 13:50:09 main:574] : INFO : Epoch 1725 | loss: 0.031214 | val_loss: 0.0312145 | Time: 1609.3 ms
[2021-01-21 13:50:10 main:574] : INFO : Epoch 1726 | loss: 0.0312142 | val_loss: 0.0312132 | Time: 1606.63 ms
[2021-01-21 13:50:12 main:574] : INFO : Epoch 1727 | loss: 0.0312136 | val_loss: 0.0312126 | Time: 1564.73 ms
[2021-01-21 13:50:14 main:574] : INFO : Epoch 1728 | loss: 0.0312142 | val_loss: 0.0312129 | Time: 1580.22 ms
[2021-01-21 13:50:15 main:574] : INFO : Epoch 1729 | loss: 0.0312138 | val_loss: 0.031213 | Time: 1573.65 ms
[2021-01-21 13:50:17 main:574] : INFO : Epoch 1730 | loss: 0.0312147 | val_loss: 0.0312125 | Time: 1592.15 ms
[2021-01-21 13:50:18 main:574] : INFO : Epoch 1731 | loss: 0.0312142 | val_loss: 0.0312132 | Time: 1595.7 ms
[2021-01-21 13:50:20 main:574] : INFO : Epoch 1732 | loss: 0.0312138 | val_loss: 0.0312134 | Time: 1613.61 ms
[2021-01-21 13:50:22 main:574] : INFO : Epoch 1733 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1597.76 ms
[2021-01-21 13:50:23 main:574] : INFO : Epoch 1734 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 1674.59 ms
[2021-01-21 13:50:25 main:574] : INFO : Epoch 1735 | loss: 0.0312134 | val_loss: 0.0312128 | Time: 1579.98 ms
[2021-01-21 13:50:27 main:574] : INFO : Epoch 1736 | loss: 0.0312133 | val_loss: 0.0312121 | Time: 1649.04 ms
[2021-01-21 13:50:28 main:574] : INFO : Epoch 1737 | loss: 0.0312135 | val_loss: 0.0312126 | Time: 1614.06 ms
[2021-01-21 13:50:30 main:574] : INFO : Epoch 1738 | loss: 0.0312139 | val_loss: 0.0312132 | Time: 1594.81 ms
[2021-01-21 13:50:31 main:574] : INFO : Epoch 1739 | loss: 0.0312145 | val_loss: 0.0312122 | Time: 1618.9 ms
[2021-01-21 13:50:33 main:574] : INFO : Epoch 1740 | loss: 0.0312136 | val_loss: 0.0312126 | Time: 1613.86 ms
[2021-01-21 13:50:35 main:574] : INFO : Epoch 1741 | loss: 0.0312139 | val_loss: 0.031213 | Time: 1606.19 ms
[2021-01-21 13:50:36 main:574] : INFO : Epoch 1742 | loss: 0.0312144 | val_loss: 0.0312136 | Time: 1583.37 ms
[2021-01-21 13:50:38 main:574] : INFO : Epoch 1743 | loss: 0.0312143 | val_loss: 0.0312123 | Time: 1640.51 ms
[2021-01-21 13:50:39 main:574] : INFO : Epoch 1744 | loss: 0.0312133 | val_loss: 0.0312123 | Time: 1578.03 ms
[2021-01-21 13:50:41 main:574] : INFO : Epoch 1745 | loss: 0.0312138 | val_loss: 0.031213 | Time: 1581.58 ms
[2021-01-21 13:50:43 main:574] : INFO : Epoch 1746 | loss: 0.0312151 | val_loss: 0.0312159 | Time: 1590.57 ms
[2021-01-21 13:50:44 main:574] : INFO : Epoch 1747 | loss: 0.031215 | val_loss: 0.0312143 | Time: 1625.63 ms
[2021-01-21 13:50:46 main:574] : INFO : Epoch 1748 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1582.09 ms
[2021-01-21 13:50:47 main:574] : INFO : Epoch 1749 | loss: 0.0312136 | val_loss: 0.0312122 | Time: 1605.52 ms
[2021-01-21 13:50:49 main:574] : INFO : Epoch 1750 | loss: 0.0312135 | val_loss: 0.0312126 | Time: 1586.88 ms
[2021-01-21 13:50:51 main:574] : INFO : Epoch 1751 | loss: 0.0312131 | val_loss: 0.0312121 | Time: 1624.96 ms
[2021-01-21 13:50:52 main:574] : INFO : Epoch 1752 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 1647.67 ms
[2021-01-21 13:50:54 main:574] : INFO : Epoch 1753 | loss: 0.0312134 | val_loss: 0.0312133 | Time: 1604.28 ms
[2021-01-21 13:50:56 main:574] : INFO : Epoch 1754 | loss: 0.0312137 | val_loss: 0.0312121 | Time: 1639.83 ms
[2021-01-21 13:50:57 main:574] : INFO : Epoch 1755 | loss: 0.0312135 | val_loss: 0.0312127 | Time: 1563.87 ms
[2021-01-21 13:50:59 main:574] : INFO : Epoch 1756 | loss: 0.0312138 | val_loss: 0.0312134 | Time: 1576.32 ms
[2021-01-21 13:51:00 main:574] : INFO : Epoch 1757 | loss: 0.0312138 | val_loss: 0.0312129 | Time: 1610.26 ms
[2021-01-21 13:51:02 main:574] : INFO : Epoch 1758 | loss: 0.031214 | val_loss: 0.0312126 | Time: 1622.42 ms
[2021-01-21 13:51:04 main:574] : INFO : Epoch 1759 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 1673.36 ms
[2021-01-21 13:51:05 main:574] : INFO : Epoch 1760 | loss: 0.0312142 | val_loss: 0.0312159 | Time: 1620.65 ms
[2021-01-21 13:51:07 main:574] : INFO : Epoch 1761 | loss: 0.031214 | val_loss: 0.0312121 | Time: 1631.72 ms
[2021-01-21 13:51:09 main:574] : INFO : Epoch 1762 | loss: 0.0312132 | val_loss: 0.031212 | Time: 1582.82 ms
[2021-01-21 13:51:10 main:574] : INFO : Epoch 1763 | loss: 0.0312134 | val_loss: 0.0312127 | Time: 1579.56 ms
[2021-01-21 13:51:12 main:574] : INFO : Epoch 1764 | loss: 0.0312133 | val_loss: 0.0312121 | Time: 1580.58 ms
[2021-01-21 13:51:13 main:574] : INFO : Epoch 1765 | loss: 0.0312135 | val_loss: 0.0312126 | Time: 1622.25 ms
[2021-01-21 13:51:15 main:574] : INFO : Epoch 1766 | loss: 0.0312132 | val_loss: 0.031212 | Time: 1596.67 ms
[2021-01-21 13:51:17 main:574] : INFO : Epoch 1767 | loss: 0.0312131 | val_loss: 0.0312155 | Time: 1601.51 ms
[2021-01-21 13:51:18 main:574] : INFO : Epoch 1768 | loss: 0.031214 | val_loss: 0.0312128 | Time: 1621.81 ms
[2021-01-21 13:51:20 main:574] : INFO : Epoch 1769 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 1628.94 ms
[2021-01-21 13:51:22 main:574] : INFO : Epoch 1770 | loss: 0.0312155 | val_loss: 0.0312161 | Time: 1632.89 ms
[2021-01-21 13:51:23 main:574] : INFO : Epoch 1771 | loss: 0.031214 | val_loss: 0.0312137 | Time: 1618.07 ms
[2021-01-21 13:51:25 main:574] : INFO : Epoch 1772 | loss: 0.0312135 | val_loss: 0.031212 | Time: 1583.51 ms
[2021-01-21 13:51:26 main:574] : INFO : Epoch 1773 | loss: 0.0312136 | val_loss: 0.0312126 | Time: 1614.91 ms
[2021-01-21 13:51:28 main:574] : INFO : Epoch 1774 | loss: 0.0312133 | val_loss: 0.0312128 | Time: 1652.4 ms
[2021-01-21 13:51:30 main:574] : INFO : Epoch 1775 | loss: 0.0312135 | val_loss: 0.0312135 | Time: 1557.4 ms
[2021-01-21 13:51:31 main:574] : INFO : Epoch 1776 | loss: 0.0312146 | val_loss: 0.0312123 | Time: 1600.3 ms
[2021-01-21 13:51:33 main:574] : INFO : Epoch 1777 | loss: 0.031214 | val_loss: 0.031215 | Time: 1643.98 ms
[2021-01-21 13:51:35 main:574] : INFO : Epoch 1778 | loss: 0.0312139 | val_loss: 0.0312139 | Time: 1620.61 ms
[2021-01-21 13:51:36 main:574] : INFO : Epoch 1779 | loss: 0.0312145 | val_loss: 0.031215 | Time: 1567.98 ms
[2021-01-21 13:51:38 main:574] : INFO : Epoch 1780 | loss: 0.0312144 | val_loss: 0.0312122 | Time: 1637.76 ms
[2021-01-21 13:51:39 main:574] : INFO : Epoch 1781 | loss: 0.0312146 | val_loss: 0.0312126 | Time: 1584.24 ms
[2021-01-21 13:51:41 main:574] : INFO : Epoch 1782 | loss: 0.0312132 | val_loss: 0.031212 | Time: 1626.38 ms
[2021-01-21 13:51:43 main:574] : INFO : Epoch 1783 | loss: 0.031213 | val_loss: 0.0312124 | Time: 1603.35 ms
[2021-01-21 13:51:44 main:574] : INFO : Epoch 1784 | loss: 0.0312137 | val_loss: 0.0312126 | Time: 1612.04 ms
[2021-01-21 13:51:46 main:574] : INFO : Epoch 1785 | loss: 0.0312148 | val_loss: 0.0312186 | Time: 1574.29 ms
[2021-01-21 13:51:48 main:574] : INFO : Epoch 1786 | loss: 0.0312159 | val_loss: 0.0312125 | Time: 1610.97 ms
[2021-01-21 13:51:49 main:574] : INFO : Epoch 1787 | loss: 0.0312144 | val_loss: 0.0312161 | Time: 1588.48 ms
[2021-01-21 13:51:51 main:574] : INFO : Epoch 1788 | loss: 0.031215 | val_loss: 0.0312166 | Time: 1629.66 ms
[2021-01-21 13:51:52 main:574] : INFO : Epoch 1789 | loss: 0.0312147 | val_loss: 0.0312133 | Time: 1612.88 ms
[2021-01-21 13:51:54 main:574] : INFO : Epoch 1790 | loss: 0.0312139 | val_loss: 0.0312122 | Time: 1595.71 ms
[2021-01-21 13:51:56 main:574] : INFO : Epoch 1791 | loss: 0.0312142 | val_loss: 0.0312175 | Time: 1603.15 ms
[2021-01-21 13:51:57 main:574] : INFO : Epoch 1792 | loss: 0.0312149 | val_loss: 0.031213 | Time: 1612.15 ms
[2021-01-21 13:51:59 main:574] : INFO : Epoch 1793 | loss: 0.0312139 | val_loss: 0.0312157 | Time: 1603.74 ms
[2021-01-21 13:52:00 main:574] : INFO : Epoch 1794 | loss: 0.0312138 | val_loss: 0.031212 | Time: 1592.48 ms
[2021-01-21 13:52:02 main:574] : INFO : Epoch 1795 | loss: 0.0312132 | val_loss: 0.0312118 | Time: 1642.23 ms
[2021-01-21 13:52:04 main:574] : INFO : Epoch 1796 | loss: 0.031213 | val_loss: 0.0312135 | Time: 1590.11 ms
[2021-01-21 13:52:05 main:574] : INFO : Epoch 1797 | loss: 0.0312145 | val_loss: 0.0312152 | Time: 1578.81 ms
[2021-01-21 13:52:07 main:574] : INFO : Epoch 1798 | loss: 0.0312143 | val_loss: 0.0312128 | Time: 1607.56 ms
[2021-01-21 13:52:09 main:574] : INFO : Epoch 1799 | loss: 0.0312138 | val_loss: 0.0312138 | Time: 1567.03 ms
[2021-01-21 13:52:10 main:574] : INFO : Epoch 1800 | loss: 0.0312131 | val_loss: 0.0312123 | Time: 1600.35 ms
[2021-01-21 13:52:12 main:574] : INFO : Epoch 1801 | loss: 0.0312131 | val_loss: 0.0312129 | Time: 1602.64 ms
[2021-01-21 13:52:13 main:574] : INFO : Epoch 1802 | loss: 0.0312139 | val_loss: 0.0312131 | Time: 1613.61 ms
[2021-01-21 13:52:15 main:574] : INFO : Epoch 1803 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 1637.09 ms
[2021-01-21 13:52:17 main:574] : INFO : Epoch 1804 | loss: 0.0312129 | val_loss: 0.0312161 | Time: 1606.96 ms
[2021-01-21 13:52:18 main:574] : INFO : Epoch 1805 | loss: 0.0312147 | val_loss: 0.031215 | Time: 1602.79 ms
[2021-01-21 13:52:20 main:574] : INFO : Epoch 1806 | loss: 0.0312149 | val_loss: 0.0312166 | Time: 1651.47 ms
[2021-01-21 13:52:22 main:574] : INFO : Epoch 1807 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 1576.14 ms
[2021-01-21 13:52:23 main:574] : INFO : Epoch 1808 | loss: 0.0312149 | val_loss: 0.031215 | Time: 1637.04 ms
[2021-01-21 13:52:25 main:574] : INFO : Epoch 1809 | loss: 0.0312148 | val_loss: 0.0312123 | Time: 1590.6 ms
[2021-01-21 13:52:26 main:574] : INFO : Epoch 1810 | loss: 0.0312149 | val_loss: 0.0312128 | Time: 1577.07 ms
[2021-01-21 13:52:28 main:574] : INFO : Epoch 1811 | loss: 0.0312154 | val_loss: 0.0312123 | Time: 1592.72 ms
[2021-01-21 13:52:30 main:574] : INFO : Epoch 1812 | loss: 0.0312137 | val_loss: 0.0312141 | Time: 1596.91 ms
[2021-01-21 13:52:31 main:574] : INFO : Epoch 1813 | loss: 0.0312137 | val_loss: 0.0312132 | Time: 1592.8 ms
[2021-01-21 13:52:33 main:574] : INFO : Epoch 1814 | loss: 0.0312135 | val_loss: 0.0312151 | Time: 1601.92 ms
[2021-01-21 13:52:34 main:574] : INFO : Epoch 1815 | loss: 0.0312144 | val_loss: 0.031212 | Time: 1637.7 ms
[2021-01-21 13:52:36 main:574] : INFO : Epoch 1816 | loss: 0.031213 | val_loss: 0.031212 | Time: 1589.97 ms
[2021-01-21 13:52:38 main:574] : INFO : Epoch 1817 | loss: 0.0312129 | val_loss: 0.0312124 | Time: 1613.22 ms
[2021-01-21 13:52:39 main:574] : INFO : Epoch 1818 | loss: 0.0312129 | val_loss: 0.0312136 | Time: 1608.91 ms
[2021-01-21 13:52:41 main:574] : INFO : Epoch 1819 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 1586.66 ms
[2021-01-21 13:52:43 main:574] : INFO : Epoch 1820 | loss: 0.0312133 | val_loss: 0.0312119 | Time: 1630.06 ms
[2021-01-21 13:52:44 main:574] : INFO : Epoch 1821 | loss: 0.0312132 | val_loss: 0.0312119 | Time: 1596.56 ms
[2021-01-21 13:52:46 main:574] : INFO : Epoch 1822 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 1656.88 ms
[2021-01-21 13:52:47 main:574] : INFO : Epoch 1823 | loss: 0.0312145 | val_loss: 0.0312124 | Time: 1583.03 ms
[2021-01-21 13:52:49 main:574] : INFO : Epoch 1824 | loss: 0.0312135 | val_loss: 0.031212 | Time: 1619.85 ms
[2021-01-21 13:52:51 main:574] : INFO : Epoch 1825 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 1571.81 ms
[2021-01-21 13:52:52 main:574] : INFO : Epoch 1826 | loss: 0.0312135 | val_loss: 0.0312126 | Time: 1606 ms
[2021-01-21 13:52:54 main:574] : INFO : Epoch 1827 | loss: 0.0312128 | val_loss: 0.0312121 | Time: 1585.41 ms
[2021-01-21 13:52:55 main:574] : INFO : Epoch 1828 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 1580.71 ms
[2021-01-21 13:52:57 main:574] : INFO : Epoch 1829 | loss: 0.0312137 | val_loss: 0.031212 | Time: 1605.39 ms
[2021-01-21 13:52:59 main:574] : INFO : Epoch 1830 | loss: 0.0312134 | val_loss: 0.0312123 | Time: 1605.92 ms
[2021-01-21 13:53:00 main:574] : INFO : Epoch 1831 | loss: 0.0312146 | val_loss: 0.0312127 | Time: 1615.74 ms
[2021-01-21 13:53:02 main:574] : INFO : Epoch 1832 | loss: 0.0312141 | val_loss: 0.0312135 | Time: 1619.09 ms
[2021-01-21 13:53:04 main:574] : INFO : Epoch 1833 | loss: 0.0312139 | val_loss: 0.0312138 | Time: 1576.9 ms
[2021-01-21 13:53:05 main:574] : INFO : Epoch 1834 | loss: 0.0312143 | val_loss: 0.0312135 | Time: 1629.49 ms
[2021-01-21 13:53:07 main:574] : INFO : Epoch 1835 | loss: 0.0312144 | val_loss: 0.0312139 | Time: 1601.65 ms
[2021-01-21 13:53:08 main:574] : INFO : Epoch 1836 | loss: 0.0312152 | val_loss: 0.0312126 | Time: 1618.11 ms
[2021-01-21 13:53:10 main:574] : INFO : Epoch 1837 | loss: 0.0312128 | val_loss: 0.0312122 | Time: 1628.73 ms
[2021-01-21 13:53:12 main:574] : INFO : Epoch 1838 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 1619.89 ms
[2021-01-21 13:53:13 main:574] : INFO : Epoch 1839 | loss: 0.0312129 | val_loss: 0.0312131 | Time: 1636.7 ms
[2021-01-21 13:53:15 main:574] : INFO : Epoch 1840 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 1653.75 ms
[2021-01-21 13:53:17 main:574] : INFO : Epoch 1841 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 1630.29 ms
[2021-01-21 13:53:18 main:574] : INFO : Epoch 1842 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 1570.55 ms
[2021-01-21 13:53:20 main:574] : INFO : Epoch 1843 | loss: 0.0312137 | val_loss: 0.0312119 | Time: 1591.58 ms
[2021-01-21 13:53:22 main:574] : INFO : Epoch 1844 | loss: 0.0312138 | val_loss: 0.0312133 | Time: 1656.22 ms
[2021-01-21 13:53:23 main:574] : INFO : Epoch 1845 | loss: 0.0312131 | val_loss: 0.0312136 | Time: 1598.29 ms
[2021-01-21 13:53:25 main:574] : INFO : Epoch 1846 | loss: 0.0312132 | val_loss: 0.0312119 | Time: 1592.56 ms
[2021-01-21 13:53:26 main:574] : INFO : Epoch 1847 | loss: 0.0312132 | val_loss: 0.0312124 | Time: 1597.67 ms
[2021-01-21 13:53:28 main:574] : INFO : Epoch 1848 | loss: 0.0312135 | val_loss: 0.0312125 | Time: 1620.15 ms
[2021-01-21 13:53:30 main:574] : INFO : Epoch 1849 | loss: 0.0312142 | val_loss: 0.0312123 | Time: 1580.16 ms
[2021-01-21 13:53:31 main:574] : INFO : Epoch 1850 | loss: 0.0312135 | val_loss: 0.0312144 | Time: 1647.4 ms
[2021-01-21 13:53:33 main:574] : INFO : Epoch 1851 | loss: 0.0312144 | val_loss: 0.0312124 | Time: 1565.19 ms
[2021-01-21 13:53:34 main:574] : INFO : Epoch 1852 | loss: 0.0312137 | val_loss: 0.031212 | Time: 1643.38 ms
[2021-01-21 13:53:36 main:574] : INFO : Epoch 1853 | loss: 0.0312155 | val_loss: 0.0312123 | Time: 1600.38 ms
[2021-01-21 13:53:38 main:574] : INFO : Epoch 1854 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 1621.17 ms
[2021-01-21 13:53:39 main:574] : INFO : Epoch 1855 | loss: 0.0312142 | val_loss: 0.0312138 | Time: 1578.71 ms
[2021-01-21 13:53:41 main:574] : INFO : Epoch 1856 | loss: 0.0312161 | val_loss: 0.0312166 | Time: 1614.55 ms
[2021-01-21 13:53:43 main:574] : INFO : Epoch 1857 | loss: 0.0312139 | val_loss: 0.0312118 | Time: 1582.54 ms
[2021-01-21 13:53:44 main:574] : INFO : Epoch 1858 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 1659.5 ms
[2021-01-21 13:53:46 main:574] : INFO : Epoch 1859 | loss: 0.031213 | val_loss: 0.031213 | Time: 1647.76 ms
[2021-01-21 13:53:48 main:574] : INFO : Epoch 1860 | loss: 0.031215 | val_loss: 0.0312122 | Time: 1617.55 ms
[2021-01-21 13:53:49 main:574] : INFO : Epoch 1861 | loss: 0.031214 | val_loss: 0.0312144 | Time: 1591.4 ms
[2021-01-21 13:53:51 main:574] : INFO : Epoch 1862 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 1569.14 ms
[2021-01-21 13:53:52 main:574] : INFO : Epoch 1863 | loss: 0.0312146 | val_loss: 0.0312136 | Time: 1592.33 ms
[2021-01-21 13:53:54 main:574] : INFO : Epoch 1864 | loss: 0.0312151 | val_loss: 0.031212 | Time: 1625.85 ms
[2021-01-21 13:53:56 main:574] : INFO : Epoch 1865 | loss: 0.0312146 | val_loss: 0.0312175 | Time: 1610.92 ms
[2021-01-21 13:53:57 main:574] : INFO : Epoch 1866 | loss: 0.0312163 | val_loss: 0.0312122 | Time: 1633.05 ms
[2021-01-21 13:53:59 main:574] : INFO : Epoch 1867 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 1586.94 ms
[2021-01-21 13:54:00 main:574] : INFO : Epoch 1868 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 1594.15 ms
[2021-01-21 13:54:02 main:574] : INFO : Epoch 1869 | loss: 0.0312127 | val_loss: 0.0312121 | Time: 1574.07 ms
[2021-01-21 13:54:04 main:574] : INFO : Epoch 1870 | loss: 0.031213 | val_loss: 0.0312123 | Time: 1597.17 ms
[2021-01-21 13:54:05 main:574] : INFO : Epoch 1871 | loss: 0.0312131 | val_loss: 0.0312125 | Time: 1662.39 ms
[2021-01-21 13:54:07 main:574] : INFO : Epoch 1872 | loss: 0.0312149 | val_loss: 0.0312125 | Time: 1616.25 ms
[2021-01-21 13:54:09 main:574] : INFO : Epoch 1873 | loss: 0.0312164 | val_loss: 0.0312159 | Time: 1622.1 ms
[2021-01-21 13:54:10 main:574] : INFO : Epoch 1874 | loss: 0.0312134 | val_loss: 0.031212 | Time: 1638.72 ms
[2021-01-21 13:54:12 main:574] : INFO : Epoch 1875 | loss: 0.0312156 | val_loss: 0.031214 | Time: 1541.09 ms
[2021-01-21 13:54:13 main:574] : INFO : Epoch 1876 | loss: 0.0312134 | val_loss: 0.031212 | Time: 1608.53 ms
[2021-01-21 13:54:15 main:574] : INFO : Epoch 1877 | loss: 0.0312134 | val_loss: 0.031212 | Time: 1604.82 ms
[2021-01-21 13:54:17 main:574] : INFO : Epoch 1878 | loss: 0.0312136 | val_loss: 0.0312123 | Time: 1573.59 ms
[2021-01-21 13:54:18 main:574] : INFO : Epoch 1879 | loss: 0.0312129 | val_loss: 0.031212 | Time: 1631.06 ms
[2021-01-21 13:54:20 main:574] : INFO : Epoch 1880 | loss: 0.031213 | val_loss: 0.0312135 | Time: 1614.48 ms
[2021-01-21 13:54:21 main:574] : INFO : Epoch 1881 | loss: 0.0312132 | val_loss: 0.0312119 | Time: 1560.97 ms
[2021-01-21 13:54:23 main:574] : INFO : Epoch 1882 | loss: 0.0312129 | val_loss: 0.0312137 | Time: 1602.7 ms
[2021-01-21 13:54:25 main:574] : INFO : Epoch 1883 | loss: 0.0312136 | val_loss: 0.0312136 | Time: 1600.56 ms
[2021-01-21 13:54:26 main:574] : INFO : Epoch 1884 | loss: 0.0312165 | val_loss: 0.0312158 | Time: 1641.02 ms
[2021-01-21 13:54:28 main:574] : INFO : Epoch 1885 | loss: 0.031215 | val_loss: 0.0312128 | Time: 1641.88 ms
[2021-01-21 13:54:30 main:574] : INFO : Epoch 1886 | loss: 0.0312136 | val_loss: 0.0312143 | Time: 1578.06 ms
[2021-01-21 13:54:31 main:574] : INFO : Epoch 1887 | loss: 0.0312141 | val_loss: 0.0312119 | Time: 1597.26 ms
[2021-01-21 13:54:33 main:574] : INFO : Epoch 1888 | loss: 0.0312129 | val_loss: 0.031212 | Time: 1629.04 ms
[2021-01-21 13:54:34 main:574] : INFO : Epoch 1889 | loss: 0.0312135 | val_loss: 0.0312133 | Time: 1623 ms
[2021-01-21 13:54:36 main:574] : INFO : Epoch 1890 | loss: 0.0312134 | val_loss: 0.0312126 | Time: 1605.16 ms
[2021-01-21 13:54:38 main:574] : INFO : Epoch 1891 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 1534.86 ms
[2021-01-21 13:54:39 main:574] : INFO : Epoch 1892 | loss: 0.0312128 | val_loss: 0.031212 | Time: 1606.19 ms
[2021-01-21 13:54:41 main:574] : INFO : Epoch 1893 | loss: 0.0312129 | val_loss: 0.0312131 | Time: 1603.52 ms
[2021-01-21 13:54:42 main:574] : INFO : Epoch 1894 | loss: 0.0312143 | val_loss: 0.031215 | Time: 1630.55 ms
[2021-01-21 13:54:44 main:574] : INFO : Epoch 1895 | loss: 0.0312157 | val_loss: 0.031212 | Time: 1637.95 ms
[2021-01-21 13:54:46 main:574] : INFO : Epoch 1896 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 1585.84 ms
[2021-01-21 13:54:47 main:574] : INFO : Epoch 1897 | loss: 0.0312137 | val_loss: 0.0312125 | Time: 1607.92 ms
[2021-01-21 13:54:49 main:574] : INFO : Epoch 1898 | loss: 0.0312151 | val_loss: 0.0312128 | Time: 1572.77 ms
[2021-01-21 13:54:51 main:574] : INFO : Epoch 1899 | loss: 0.0312132 | val_loss: 0.0312128 | Time: 1610.14 ms
[2021-01-21 13:54:52 main:574] : INFO : Epoch 1900 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 1610.53 ms
[2021-01-21 13:54:54 main:574] : INFO : Epoch 1901 | loss: 0.0312141 | val_loss: 0.0312128 | Time: 1583.13 ms
[2021-01-21 13:54:55 main:574] : INFO : Epoch 1902 | loss: 0.0312153 | val_loss: 0.0312129 | Time: 1592.74 ms
[2021-01-21 13:54:57 main:574] : INFO : Epoch 1903 | loss: 0.0312135 | val_loss: 0.0312146 | Time: 1622.87 ms
[2021-01-21 13:54:59 main:574] : INFO : Epoch 1904 | loss: 0.0312141 | val_loss: 0.0312121 | Time: 1573.43 ms
[2021-01-21 13:55:00 main:574] : INFO : Epoch 1905 | loss: 0.0312133 | val_loss: 0.0312117 | Time: 1616.2 ms
[2021-01-21 13:55:02 main:574] : INFO : Epoch 1906 | loss: 0.031213 | val_loss: 0.031212 | Time: 1602.53 ms
[2021-01-21 13:55:04 main:574] : INFO : Epoch 1907 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 1633.2 ms
[2021-01-21 13:55:05 main:574] : INFO : Epoch 1908 | loss: 0.0312128 | val_loss: 0.0312138 | Time: 1609.81 ms
[2021-01-21 13:55:07 main:574] : INFO : Epoch 1909 | loss: 0.0312133 | val_loss: 0.0312129 | Time: 1636 ms
[2021-01-21 13:55:09 main:574] : INFO : Epoch 1910 | loss: 0.0312133 | val_loss: 0.031212 | Time: 1652.57 ms
[2021-01-21 13:55:10 main:574] : INFO : Epoch 1911 | loss: 0.0312129 | val_loss: 0.0312127 | Time: 1599.67 ms
[2021-01-21 13:55:12 main:574] : INFO : Epoch 1912 | loss: 0.0312135 | val_loss: 0.031213 | Time: 1591.12 ms
[2021-01-21 13:55:13 main:574] : INFO : Epoch 1913 | loss: 0.0312132 | val_loss: 0.031212 | Time: 1609.1 ms
[2021-01-21 13:55:15 main:574] : INFO : Epoch 1914 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 1630.02 ms
[2021-01-21 13:55:17 main:574] : INFO : Epoch 1915 | loss: 0.0312145 | val_loss: 0.031212 | Time: 1599.71 ms
[2021-01-21 13:55:18 main:574] : INFO : Epoch 1916 | loss: 0.0312134 | val_loss: 0.0312127 | Time: 1613.82 ms
[2021-01-21 13:55:20 main:574] : INFO : Epoch 1917 | loss: 0.0312136 | val_loss: 0.0312119 | Time: 1612.15 ms
[2021-01-21 13:55:22 main:574] : INFO : Epoch 1918 | loss: 0.0312132 | val_loss: 0.0312145 | Time: 1673.98 ms
[2021-01-21 13:55:23 main:574] : INFO : Epoch 1919 | loss: 0.031214 | val_loss: 0.0312119 | Time: 1637.41 ms
[2021-01-21 13:55:25 main:574] : INFO : Epoch 1920 | loss: 0.0312132 | val_loss: 0.0312121 | Time: 1604.42 ms
[2021-01-21 13:55:26 main:574] : INFO : Epoch 1921 | loss: 0.0312132 | val_loss: 0.0312121 | Time: 1582.48 ms
[2021-01-21 13:55:28 main:574] : INFO : Epoch 1922 | loss: 0.0312128 | val_loss: 0.0312124 | Time: 1623.99 ms
[2021-01-21 13:55:30 main:574] : INFO : Epoch 1923 | loss: 0.0312138 | val_loss: 0.0312145 | Time: 1611.27 ms
[2021-01-21 13:55:31 main:574] : INFO : Epoch 1924 | loss: 0.0312143 | val_loss: 0.0312117 | Time: 1572.49 ms
[2021-01-21 13:55:33 main:574] : INFO : Epoch 1925 | loss: 0.0312145 | val_loss: 0.0312142 | Time: 1575.82 ms
[2021-01-21 13:55:35 main:574] : INFO : Epoch 1926 | loss: 0.0312137 | val_loss: 0.0312118 | Time: 1709.32 ms
[2021-01-21 13:55:36 main:574] : INFO : Epoch 1927 | loss: 0.0312128 | val_loss: 0.0312135 | Time: 1604.31 ms
[2021-01-21 13:55:38 main:574] : INFO : Epoch 1928 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 1616.28 ms
[2021-01-21 13:55:39 main:574] : INFO : Epoch 1929 | loss: 0.031213 | val_loss: 0.0312119 | Time: 1620.61 ms
[2021-01-21 13:55:41 main:574] : INFO : Epoch 1930 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 1609.43 ms
[2021-01-21 13:55:43 main:574] : INFO : Epoch 1931 | loss: 0.0312131 | val_loss: 0.0312123 | Time: 1554.71 ms
[2021-01-21 13:55:44 main:574] : INFO : Epoch 1932 | loss: 0.0312138 | val_loss: 0.0312121 | Time: 1630.01 ms
[2021-01-21 13:55:46 main:574] : INFO : Epoch 1933 | loss: 0.0312132 | val_loss: 0.0312124 | Time: 1578.52 ms
[2021-01-21 13:55:48 main:574] : INFO : Epoch 1934 | loss: 0.0312134 | val_loss: 0.0312131 | Time: 1584.3 ms
[2021-01-21 13:55:49 main:574] : INFO : Epoch 1935 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 1611.7 ms
[2021-01-21 13:55:51 main:574] : INFO : Epoch 1936 | loss: 0.0312129 | val_loss: 0.0312148 | Time: 1591.41 ms
[2021-01-21 13:55:52 main:574] : INFO : Epoch 1937 | loss: 0.0312134 | val_loss: 0.0312122 | Time: 1614.38 ms
[2021-01-21 13:55:54 main:574] : INFO : Epoch 1938 | loss: 0.0312131 | val_loss: 0.0312119 | Time: 1601.75 ms
[2021-01-21 13:55:56 main:574] : INFO : Epoch 1939 | loss: 0.0312142 | val_loss: 0.0312141 | Time: 1596.87 ms
[2021-01-21 13:55:57 main:574] : INFO : Epoch 1940 | loss: 0.0312135 | val_loss: 0.0312137 | Time: 1614.52 ms
[2021-01-21 13:55:59 main:574] : INFO : Epoch 1941 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 1585.95 ms
[2021-01-21 13:56:00 main:574] : INFO : Epoch 1942 | loss: 0.0312135 | val_loss: 0.0312136 | Time: 1638.56 ms
[2021-01-21 13:56:02 main:574] : INFO : Epoch 1943 | loss: 0.0312136 | val_loss: 0.0312125 | Time: 1570.77 ms
[2021-01-21 13:56:04 main:574] : INFO : Epoch 1944 | loss: 0.0312134 | val_loss: 0.031212 | Time: 1632.55 ms
[2021-01-21 13:56:05 main:574] : INFO : Epoch 1945 | loss: 0.0312138 | val_loss: 0.0312121 | Time: 1579.38 ms
[2021-01-21 13:56:07 main:574] : INFO : Epoch 1946 | loss: 0.031215 | val_loss: 0.0312164 | Time: 1639.35 ms
[2021-01-21 13:56:09 main:574] : INFO : Epoch 1947 | loss: 0.0312133 | val_loss: 0.031213 | Time: 1591.48 ms
[2021-01-21 13:56:10 main:574] : INFO : Epoch 1948 | loss: 0.0312135 | val_loss: 0.0312116 | Time: 1606.97 ms
[2021-01-21 13:56:12 main:574] : INFO : Epoch 1949 | loss: 0.031214 | val_loss: 0.0312117 | Time: 1621.11 ms
[2021-01-21 13:56:13 main:574] : INFO : Epoch 1950 | loss: 0.0312149 | val_loss: 0.0312122 | Time: 1596.17 ms
[2021-01-21 13:56:15 main:574] : INFO : Epoch 1951 | loss: 0.0312136 | val_loss: 0.0312123 | Time: 1582.73 ms
[2021-01-21 13:56:17 main:574] : INFO : Epoch 1952 | loss: 0.0312131 | val_loss: 0.0312149 | Time: 1572.11 ms
[2021-01-21 13:56:18 main:574] : INFO : Epoch 1953 | loss: 0.0312148 | val_loss: 0.031214 | Time: 1576.76 ms
[2021-01-21 13:56:20 main:574] : INFO : Epoch 1954 | loss: 0.031213 | val_loss: 0.0312117 | Time: 1665.58 ms
[2021-01-21 13:56:21 main:574] : INFO : Epoch 1955 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 1631.68 ms
[2021-01-21 13:56:23 main:574] : INFO : Epoch 1956 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 1632.6 ms
[2021-01-21 13:56:25 main:574] : INFO : Epoch 1957 | loss: 0.0312141 | val_loss: 0.0312117 | Time: 1567.28 ms
[2021-01-21 13:56:26 main:574] : INFO : Epoch 1958 | loss: 0.0312128 | val_loss: 0.0312166 | Time: 1608.57 ms
[2021-01-21 13:56:28 main:574] : INFO : Epoch 1959 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1586.95 ms
[2021-01-21 13:56:30 main:574] : INFO : Epoch 1960 | loss: 0.0312133 | val_loss: 0.0312146 | Time: 1625.47 ms
[2021-01-21 13:56:31 main:574] : INFO : Epoch 1961 | loss: 0.0312131 | val_loss: 0.0312117 | Time: 1613.02 ms
[2021-01-21 13:56:33 main:574] : INFO : Epoch 1962 | loss: 0.0312127 | val_loss: 0.0312126 | Time: 1605.18 ms
[2021-01-21 13:56:34 main:574] : INFO : Epoch 1963 | loss: 0.0312127 | val_loss: 0.0312118 | Time: 1620.84 ms
[2021-01-21 13:56:36 main:574] : INFO : Epoch 1964 | loss: 0.031213 | val_loss: 0.0312123 | Time: 1559.8 ms
[2021-01-21 13:56:38 main:574] : INFO : Epoch 1965 | loss: 0.0312127 | val_loss: 0.0312116 | Time: 1601.16 ms
[2021-01-21 13:56:39 main:574] : INFO : Epoch 1966 | loss: 0.0312129 | val_loss: 0.0312121 | Time: 1601.18 ms
[2021-01-21 13:56:41 main:574] : INFO : Epoch 1967 | loss: 0.0312127 | val_loss: 0.0312126 | Time: 1628.18 ms
[2021-01-21 13:56:43 main:574] : INFO : Epoch 1968 | loss: 0.0312135 | val_loss: 0.031212 | Time: 1620.77 ms
[2021-01-21 13:56:44 main:574] : INFO : Epoch 1969 | loss: 0.0312131 | val_loss: 0.031212 | Time: 1557.11 ms
[2021-01-21 13:56:46 main:574] : INFO : Epoch 1970 | loss: 0.0312131 | val_loss: 0.0312117 | Time: 1590.52 ms
[2021-01-21 13:56:47 main:574] : INFO : Epoch 1971 | loss: 0.0312135 | val_loss: 0.0312126 | Time: 1631.82 ms
[2021-01-21 13:56:49 main:574] : INFO : Epoch 1972 | loss: 0.0312129 | val_loss: 0.0312121 | Time: 1606.38 ms
[2021-01-21 13:56:51 main:574] : INFO : Epoch 1973 | loss: 0.0312136 | val_loss: 0.0312117 | Time: 1630.25 ms
[2021-01-21 13:56:52 main:574] : INFO : Epoch 1974 | loss: 0.0312129 | val_loss: 0.0312123 | Time: 1596.74 ms
[2021-01-21 13:56:54 main:574] : INFO : Epoch 1975 | loss: 0.0312135 | val_loss: 0.0312145 | Time: 1615.21 ms
[2021-01-21 13:56:55 main:574] : INFO : Epoch 1976 | loss: 0.0312132 | val_loss: 0.0312117 | Time: 1633.75 ms
[2021-01-21 13:56:57 main:574] : INFO : Epoch 1977 | loss: 0.0312131 | val_loss: 0.0312137 | Time: 1615.37 ms
[2021-01-21 13:56:59 main:574] : INFO : Epoch 1978 | loss: 0.0312135 | val_loss: 0.031212 | Time: 1619.91 ms
[2021-01-21 13:57:00 main:574] : INFO : Epoch 1979 | loss: 0.0312146 | val_loss: 0.0312123 | Time: 1650.77 ms
[2021-01-21 13:57:02 main:574] : INFO : Epoch 1980 | loss: 0.0312131 | val_loss: 0.0312124 | Time: 1586.58 ms
[2021-01-21 13:57:04 main:574] : INFO : Epoch 1981 | loss: 0.0312137 | val_loss: 0.031212 | Time: 1641.31 ms
[2021-01-21 13:57:05 main:574] : INFO : Epoch 1982 | loss: 0.0312135 | val_loss: 0.0312129 | Time: 1577.76 ms
[2021-01-21 13:57:07 main:574] : INFO : Epoch 1983 | loss: 0.0312139 | val_loss: 0.0312122 | Time: 1594.42 ms
[2021-01-21 13:57:08 main:574] : INFO : Epoch 1984 | loss: 0.0312149 | val_loss: 0.031212 | Time: 1583.9 ms
[2021-01-21 13:57:10 main:574] : INFO : Epoch 1985 | loss: 0.031213 | val_loss: 0.0312119 | Time: 1598.33 ms
[2021-01-21 13:57:12 main:574] : INFO : Epoch 1986 | loss: 0.031213 | val_loss: 0.0312118 | Time: 1647.51 ms
[2021-01-21 13:57:13 main:574] : INFO : Epoch 1987 | loss: 0.0312128 | val_loss: 0.031212 | Time: 1576.15 ms
[2021-01-21 13:57:15 main:574] : INFO : Epoch 1988 | loss: 0.0312143 | val_loss: 0.0312123 | Time: 1614.28 ms
[2021-01-21 13:57:17 main:574] : INFO : Epoch 1989 | loss: 0.031213 | val_loss: 0.031212 | Time: 1633.75 ms
[2021-01-21 13:57:18 main:574] : INFO : Epoch 1990 | loss: 0.0312136 | val_loss: 0.0312118 | Time: 1635.53 ms
[2021-01-21 13:57:20 main:574] : INFO : Epoch 1991 | loss: 0.0312129 | val_loss: 0.031214 | Time: 1626.58 ms
[2021-01-21 13:57:21 main:574] : INFO : Epoch 1992 | loss: 0.0312131 | val_loss: 0.0312131 | Time: 1559.78 ms
[2021-01-21 13:57:23 main:574] : INFO : Epoch 1993 | loss: 0.031213 | val_loss: 0.031212 | Time: 1606.36 ms
[2021-01-21 13:57:25 main:574] : INFO : Epoch 1994 | loss: 0.031213 | val_loss: 0.0312117 | Time: 1626.29 ms
[2021-01-21 13:57:26 main:574] : INFO : Epoch 1995 | loss: 0.0312143 | val_loss: 0.0312122 | Time: 1604.85 ms
[2021-01-21 13:57:28 main:574] : INFO : Epoch 1996 | loss: 0.0312133 | val_loss: 0.0312121 | Time: 1649.43 ms
[2021-01-21 13:57:30 main:574] : INFO : Epoch 1997 | loss: 0.031213 | val_loss: 0.0312116 | Time: 1574.88 ms
[2021-01-21 13:57:31 main:574] : INFO : Epoch 1998 | loss: 0.0312127 | val_loss: 0.0312135 | Time: 1606.95 ms
[2021-01-21 13:57:33 main:574] : INFO : Epoch 1999 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 1602.32 ms
[2021-01-21 13:57:34 main:574] : INFO : Epoch 2000 | loss: 0.0312129 | val_loss: 0.0312116 | Time: 1544.4 ms
[2021-01-21 13:57:36 main:574] : INFO : Epoch 2001 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 1579.59 ms
[2021-01-21 13:57:38 main:574] : INFO : Epoch 2002 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 1561.05 ms
[2021-01-21 13:57:39 main:574] : INFO : Epoch 2003 | loss: 0.0312134 | val_loss: 0.0312118 | Time: 1606.22 ms
[2021-01-21 13:57:41 main:574] : INFO : Epoch 2004 | loss: 0.0312127 | val_loss: 0.0312121 | Time: 1563.78 ms
[2021-01-21 13:57:42 main:574] : INFO : Epoch 2005 | loss: 0.0312131 | val_loss: 0.0312136 | Time: 1621.76 ms
[2021-01-21 13:57:44 main:574] : INFO : Epoch 2006 | loss: 0.0312135 | val_loss: 0.0312119 | Time: 1566.3 ms
[2021-01-21 13:57:46 main:574] : INFO : Epoch 2007 | loss: 0.031213 | val_loss: 0.031214 | Time: 1629.19 ms
[2021-01-21 13:57:47 main:574] : INFO : Epoch 2008 | loss: 0.031213 | val_loss: 0.0312126 | Time: 1595.72 ms
[2021-01-21 13:57:49 main:574] : INFO : Epoch 2009 | loss: 0.031213 | val_loss: 0.0312122 | Time: 1620.16 ms
[2021-01-21 13:57:50 main:574] : INFO : Epoch 2010 | loss: 0.0312129 | val_loss: 0.0312117 | Time: 1596.06 ms
[2021-01-21 13:57:52 main:574] : INFO : Epoch 2011 | loss: 0.0312128 | val_loss: 0.0312117 | Time: 1588.94 ms
[2021-01-21 13:57:54 main:574] : INFO : Epoch 2012 | loss: 0.0312135 | val_loss: 0.031213 | Time: 1617.22 ms
[2021-01-21 13:57:55 main:574] : INFO : Epoch 2013 | loss: 0.031215 | val_loss: 0.0312152 | Time: 1602.85 ms
[2021-01-21 13:57:57 main:574] : INFO : Epoch 2014 | loss: 0.031215 | val_loss: 0.0312156 | Time: 1606.82 ms
[2021-01-21 13:57:59 main:574] : INFO : Epoch 2015 | loss: 0.0312136 | val_loss: 0.0312122 | Time: 1601.34 ms
[2021-01-21 13:58:00 main:574] : INFO : Epoch 2016 | loss: 0.0312127 | val_loss: 0.031212 | Time: 1596.43 ms
[2021-01-21 13:58:02 main:574] : INFO : Epoch 2017 | loss: 0.0312136 | val_loss: 0.0312125 | Time: 1628.51 ms
[2021-01-21 13:58:03 main:574] : INFO : Epoch 2018 | loss: 0.0312126 | val_loss: 0.0312119 | Time: 1587.01 ms
[2021-01-21 13:58:05 main:574] : INFO : Epoch 2019 | loss: 0.0312137 | val_loss: 0.0312125 | Time: 1613.39 ms
[2021-01-21 13:58:07 main:574] : INFO : Epoch 2020 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 1597.96 ms
[2021-01-21 13:58:08 main:574] : INFO : Epoch 2021 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 1642.31 ms
[2021-01-21 13:58:10 main:574] : INFO : Epoch 2022 | loss: 0.0312133 | val_loss: 0.0312118 | Time: 1561.7 ms
[2021-01-21 13:58:12 main:574] : INFO : Epoch 2023 | loss: 0.0312129 | val_loss: 0.0312117 | Time: 1643.74 ms
[2021-01-21 13:58:13 main:574] : INFO : Epoch 2024 | loss: 0.0312127 | val_loss: 0.031212 | Time: 1639.84 ms
[2021-01-21 13:58:15 main:574] : INFO : Epoch 2025 | loss: 0.0312126 | val_loss: 0.0312118 | Time: 1639.93 ms
[2021-01-21 13:58:17 main:574] : INFO : Epoch 2026 | loss: 0.031213 | val_loss: 0.0312135 | Time: 1638.13 ms
[2021-01-21 13:58:18 main:574] : INFO : Epoch 2027 | loss: 0.0312135 | val_loss: 0.0312163 | Time: 1601.04 ms
[2021-01-21 13:58:20 main:574] : INFO : Epoch 2028 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1583.84 ms
[2021-01-21 13:58:21 main:574] : INFO : Epoch 2029 | loss: 0.0312128 | val_loss: 0.0312117 | Time: 1604.89 ms
[2021-01-21 13:58:23 main:574] : INFO : Epoch 2030 | loss: 0.0312134 | val_loss: 0.0312118 | Time: 1578.15 ms
[2021-01-21 13:58:25 main:574] : INFO : Epoch 2031 | loss: 0.0312125 | val_loss: 0.0312123 | Time: 1620.36 ms
[2021-01-21 13:58:26 main:574] : INFO : Epoch 2032 | loss: 0.0312126 | val_loss: 0.0312118 | Time: 1603.06 ms
[2021-01-21 13:58:28 main:574] : INFO : Epoch 2033 | loss: 0.0312126 | val_loss: 0.0312119 | Time: 1663.42 ms
[2021-01-21 13:58:30 main:574] : INFO : Epoch 2034 | loss: 0.0312138 | val_loss: 0.031215 | Time: 1634.89 ms
[2021-01-21 13:58:31 main:574] : INFO : Epoch 2035 | loss: 0.0312149 | val_loss: 0.031212 | Time: 1574.61 ms
[2021-01-21 13:58:33 main:574] : INFO : Epoch 2036 | loss: 0.0312128 | val_loss: 0.0312119 | Time: 1634.47 ms
[2021-01-21 13:58:34 main:574] : INFO : Epoch 2037 | loss: 0.0312135 | val_loss: 0.0312137 | Time: 1578.06 ms
[2021-01-21 13:58:36 main:574] : INFO : Epoch 2038 | loss: 0.0312128 | val_loss: 0.0312117 | Time: 1620.13 ms
[2021-01-21 13:58:38 main:574] : INFO : Epoch 2039 | loss: 0.031213 | val_loss: 0.0312125 | Time: 1622.59 ms
[2021-01-21 13:58:39 main:574] : INFO : Epoch 2040 | loss: 0.0312129 | val_loss: 0.031212 | Time: 1584.4 ms
[2021-01-21 13:58:41 main:574] : INFO : Epoch 2041 | loss: 0.031213 | val_loss: 0.0312159 | Time: 1620.7 ms
[2021-01-21 13:58:42 main:574] : INFO : Epoch 2042 | loss: 0.0312137 | val_loss: 0.0312116 | Time: 1615.96 ms
[2021-01-21 13:58:44 main:574] : INFO : Epoch 2043 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 1641.41 ms
[2021-01-21 13:58:46 main:574] : INFO : Epoch 2044 | loss: 0.031213 | val_loss: 0.0312117 | Time: 1777.01 ms
[2021-01-21 13:58:48 main:574] : INFO : Epoch 2045 | loss: 0.0312136 | val_loss: 0.0312118 | Time: 1778.82 ms
[2021-01-21 13:58:49 main:574] : INFO : Epoch 2046 | loss: 0.0312138 | val_loss: 0.0312124 | Time: 1614.5 ms
[2021-01-21 13:58:51 main:574] : INFO : Epoch 2047 | loss: 0.0312135 | val_loss: 0.0312128 | Time: 1628.36 ms
[2021-01-21 13:58:53 main:574] : INFO : Epoch 2048 | loss: 0.0312142 | val_loss: 0.0312125 | Time: 1589.71 ms
[2021-01-21 13:58:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312125
[2021-01-21 13:58:53 main:603] : INFO : Saving end state to config to file
[2021-01-21 13:58:53 main:608] : INFO : Success, exiting..
13:58:53 (18288): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)