| Name | ParityModified-1631726671-530-1_2 |
| Workunit | 5076468 |
| Created | 24 Sep 2021, 14:06:47 UTC |
| Sent | 24 Sep 2021, 15:36:23 UTC |
| Report deadline | 1 Oct 2021, 15:36:23 UTC |
| Received | 25 Sep 2021, 3:22:58 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11927 |
| Run time | 59 min |
| CPU time | 58 min 9 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 8,191.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9:01 main:574] : INFO : Epoch 1528 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 1713.52 ms [2021-09-24 22:19:03 main:574] : INFO : Epoch 1529 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 1727.33 ms [2021-09-24 22:19:05 main:574] : INFO : Epoch 1530 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 1706.65 ms [2021-09-24 22:19:06 main:574] : INFO : Epoch 1531 | loss: 0.0312096 | val_loss: 0.0312136 | Time: 1694.75 ms [2021-09-24 22:19:08 main:574] : INFO : Epoch 1532 | loss: 0.0312097 | val_loss: 0.0312127 | Time: 1701.6 ms [2021-09-24 22:19:10 main:574] : INFO : Epoch 1533 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 1706.32 ms [2021-09-24 22:19:11 main:574] : INFO : Epoch 1534 | loss: 0.03121 | val_loss: 0.0312132 | Time: 1734.47 ms [2021-09-24 22:19:13 main:574] : INFO : Epoch 1535 | loss: 0.0312093 | val_loss: 0.0312128 | Time: 1713.82 ms [2021-09-24 22:19:15 main:574] : INFO : Epoch 1536 | loss: 0.0312096 | val_loss: 0.0312125 | Time: 1710.9 ms [2021-09-24 22:19:17 main:574] : INFO : Epoch 1537 | loss: 0.03121 | val_loss: 0.0312132 | Time: 1746.4 ms [2021-09-24 22:19:18 main:574] : INFO : Epoch 1538 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 1734.43 ms [2021-09-24 22:19:20 main:574] : INFO : Epoch 1539 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 1748.85 ms [2021-09-24 22:19:22 main:574] : INFO : Epoch 1540 | loss: 0.0312089 | val_loss: 0.0312132 | Time: 1733.03 ms [2021-09-24 22:19:24 main:574] : INFO : Epoch 1541 | loss: 0.0312098 | val_loss: 0.0312136 | Time: 1719.13 ms [2021-09-24 22:19:25 main:574] : INFO : Epoch 1542 | loss: 0.0312092 | val_loss: 0.0312124 | Time: 1713.82 ms [2021-09-24 22:19:27 main:574] : INFO : Epoch 1543 | loss: 0.0312128 | val_loss: 0.0312243 | Time: 1725.14 ms [2021-09-24 22:19:29 main:574] : INFO : Epoch 1544 | loss: 0.0312154 | val_loss: 0.0312128 | Time: 1711.4 ms [2021-09-24 22:19:31 main:574] : INFO : Epoch 1545 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 1724.67 ms [2021-09-24 22:19:32 main:574] : INFO : Epoch 1546 | loss: 0.031211 | val_loss: 0.0312122 | Time: 1697.12 ms [2021-09-24 22:19:34 main:574] : INFO : Epoch 1547 | loss: 0.0312098 | val_loss: 0.031213 | Time: 1717.47 ms [2021-09-24 22:19:36 main:574] : INFO : Epoch 1548 | loss: 0.0312099 | val_loss: 0.0312157 | Time: 1742.05 ms [2021-09-24 22:19:37 main:574] : INFO : Epoch 1549 | loss: 0.0312098 | val_loss: 0.0312118 | Time: 1752.65 ms [2021-09-24 22:19:39 main:574] : INFO : Epoch 1550 | loss: 0.031208 | val_loss: 0.0312133 | Time: 1765.68 ms [2021-09-24 22:19:41 main:574] : INFO : Epoch 1551 | loss: 0.0312087 | val_loss: 0.0312134 | Time: 1736.41 ms [2021-09-24 22:19:43 main:574] : INFO : Epoch 1552 | loss: 0.0312124 | val_loss: 0.031213 | Time: 1739.06 ms [2021-09-24 22:19:44 main:574] : INFO : Epoch 1553 | loss: 0.0312126 | val_loss: 0.031214 | Time: 1720.46 ms [2021-09-24 22:19:46 main:574] : INFO : Epoch 1554 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 1725.15 ms [2021-09-24 22:19:48 main:574] : INFO : Epoch 1555 | loss: 0.0312125 | val_loss: 0.0312138 | Time: 1731.54 ms [2021-09-24 22:19:50 main:574] : INFO : Epoch 1556 | loss: 0.0312122 | val_loss: 0.0312171 | Time: 1728.45 ms [2021-09-24 22:19:51 main:574] : INFO : Epoch 1557 | loss: 0.0312117 | val_loss: 0.0312128 | Time: 1711.38 ms [2021-09-24 22:19:53 main:574] : INFO : Epoch 1558 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 1707.68 ms [2021-09-24 22:19:55 main:574] : INFO : Epoch 1559 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 1711.82 ms [2021-09-24 22:19:57 main:574] : INFO : Epoch 1560 | loss: 0.0312121 | val_loss: 0.0312202 | Time: 1705.08 ms [2021-09-24 22:19:58 main:574] : INFO : Epoch 1561 | loss: 0.0312121 | val_loss: 0.0312153 | Time: 1700.92 ms [2021-09-24 22:20:00 main:574] : INFO : Epoch 1562 | loss: 0.0312121 | val_loss: 0.031214 | Time: 1730.08 ms [2021-09-24 22:20:02 main:574] : INFO : Epoch 1563 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 1713.98 ms [2021-09-24 22:20:03 main:574] : INFO : Epoch 1564 | loss: 0.0312123 | val_loss: 0.0312137 | Time: 1717.52 ms [2021-09-24 22:20:05 main:574] : INFO : Epoch 1565 | loss: 0.031213 | val_loss: 0.0312159 | Time: 1709.06 ms [2021-09-24 22:20:07 main:574] : INFO : Epoch 1566 | loss: 0.0312126 | val_loss: 0.0312137 | Time: 1692.4 ms [2021-09-24 22:20:09 main:574] : INFO : Epoch 1567 | loss: 0.0312114 | val_loss: 0.0312134 | Time: 1737.1 ms [2021-09-24 22:20:10 main:574] : INFO : Epoch 1568 | loss: 0.031212 | val_loss: 0.0312161 | Time: 1715.96 ms [2021-09-24 22:20:12 main:574] : INFO : Epoch 1569 | loss: 0.0312108 | val_loss: 0.0312139 | Time: 1713.49 ms [2021-09-24 22:20:14 main:574] : INFO : Epoch 1570 | loss: 0.0312112 | val_loss: 0.0312134 | Time: 1691.74 ms [2021-09-24 22:20:15 main:574] : INFO : Epoch 1571 | loss: 0.0312117 | val_loss: 0.031213 | Time: 1680.31 ms [2021-09-24 22:20:17 main:574] : INFO : Epoch 1572 | loss: 0.0312108 | val_loss: 0.0312154 | Time: 1695.41 ms [2021-09-24 22:20:19 main:574] : INFO : Epoch 1573 | loss: 0.031211 | val_loss: 0.0312135 | Time: 1704.46 ms [2021-09-24 22:20:21 main:574] : INFO : Epoch 1574 | loss: 0.0312096 | val_loss: 0.0312133 | Time: 1705.01 ms [2021-09-24 22:20:22 main:574] : INFO : Epoch 1575 | loss: 0.0312134 | val_loss: 0.0312143 | Time: 1709.33 ms [2021-09-24 22:20:24 main:574] : INFO : Epoch 1576 | loss: 0.031212 | val_loss: 0.0312128 | Time: 1712.66 ms [2021-09-24 22:20:26 main:574] : INFO : Epoch 1577 | loss: 0.0312098 | val_loss: 0.0312135 | Time: 1736.01 ms [2021-09-24 22:20:27 main:574] : INFO : Epoch 1578 | loss: 0.031214 | val_loss: 0.0312127 | Time: 1726.88 ms [2021-09-24 22:20:29 main:574] : INFO : Epoch 1579 | loss: 0.0312139 | val_loss: 0.0312156 | Time: 1747.74 ms [2021-09-24 22:20:31 main:574] : INFO : Epoch 1580 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 1729.32 ms [2021-09-24 22:20:33 main:574] : INFO : Epoch 1581 | loss: 0.0312114 | val_loss: 0.031216 | Time: 1700.39 ms [2021-09-24 22:20:34 main:574] : INFO : Epoch 1582 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 1709.02 ms [2021-09-24 22:20:36 main:574] : INFO : Epoch 1583 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 1716.37 ms [2021-09-24 22:20:38 main:574] : INFO : Epoch 1584 | loss: 0.0312091 | val_loss: 0.0312134 | Time: 1710.32 ms [2021-09-24 22:20:40 main:574] : INFO : Epoch 1585 | loss: 0.03121 | val_loss: 0.0312116 | Time: 1700.31 ms [2021-09-24 22:20:41 main:574] : INFO : Epoch 1586 | loss: 0.0312085 | val_loss: 0.0312116 | Time: 1710.49 ms [2021-09-24 22:20:43 main:574] : INFO : Epoch 1587 | loss: 0.031209 | val_loss: 0.0312122 | Time: 1720.55 ms [2021-09-24 22:20:45 main:574] : INFO : Epoch 1588 | loss: 0.031209 | val_loss: 0.0312123 | Time: 1713.31 ms [2021-09-24 22:20:46 main:574] : INFO : Epoch 1589 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 1714.09 ms [2021-09-24 22:20:48 main:574] : INFO : Epoch 1590 | loss: 0.0312084 | val_loss: 0.031212 | Time: 1724.48 ms [2021-09-24 22:20:50 main:574] : INFO : Epoch 1591 | loss: 0.0312087 | val_loss: 0.0312118 | Time: 1728.92 ms [2021-09-24 22:20:52 main:574] : INFO : Epoch 1592 | loss: 0.0312116 | val_loss: 0.0312115 | Time: 1708.82 ms [2021-09-24 22:20:53 main:574] : INFO : Epoch 1593 | loss: 0.0312114 | val_loss: 0.0312151 | Time: 1703.89 ms [2021-09-24 22:20:55 main:574] : INFO : Epoch 1594 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 1712.33 ms [2021-09-24 22:20:57 main:574] : INFO : Epoch 1595 | loss: 0.0312093 | val_loss: 0.0312133 | Time: 1722.56 ms [2021-09-24 22:20:59 main:574] : INFO : Epoch 1596 | loss: 0.0312096 | val_loss: 0.0312117 | Time: 1723.22 ms [2021-09-24 22:21:00 main:574] : INFO : Epoch 1597 | loss: 0.0312127 | val_loss: 0.0312143 | Time: 1726.67 ms [2021-09-24 22:21:02 main:574] : INFO : Epoch 1598 | loss: 0.0312127 | val_loss: 0.0312155 | Time: 1715.91 ms [2021-09-24 22:21:04 main:574] : INFO : Epoch 1599 | loss: 0.0312099 | val_loss: 0.0312161 | Time: 1695.74 ms [2021-09-24 22:21:05 main:574] : INFO : Epoch 1600 | loss: 0.031209 | val_loss: 0.0312112 | Time: 1711.6 ms [2021-09-24 22:21:07 main:574] : INFO : Epoch 1601 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 1737.26 ms [2021-09-24 22:21:09 main:574] : INFO : Epoch 1602 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 1722.16 ms [2021-09-24 22:21:11 main:574] : INFO : Epoch 1603 | loss: 0.0312089 | val_loss: 0.0312121 | Time: 1720.53 ms [2021-09-24 22:21:12 main:574] : INFO : Epoch 1604 | loss: 0.0312118 | val_loss: 0.0312142 | Time: 1701.31 ms [2021-09-24 22:21:14 main:574] : INFO : Epoch 1605 | loss: 0.0312106 | val_loss: 0.0312107 | Time: 1697.84 ms [2021-09-24 22:21:16 main:574] : INFO : Epoch 1606 | loss: 0.0312167 | val_loss: 0.0312207 | Time: 1726.24 ms [2021-09-24 22:21:18 main:574] : INFO : Epoch 1607 | loss: 0.0312152 | val_loss: 0.0312139 | Time: 1711.68 ms [2021-09-24 22:21:19 main:574] : INFO : Epoch 1608 | loss: 0.0312092 | val_loss: 0.0312106 | Time: 1713.88 ms [2021-09-24 22:21:21 main:574] : INFO : Epoch 1609 | loss: 0.0312078 | val_loss: 0.0312107 | Time: 1712.88 ms [2021-09-24 22:21:23 main:574] : INFO : Epoch 1610 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 1700.42 ms [2021-09-24 22:21:24 main:574] : INFO : Epoch 1611 | loss: 0.0312084 | val_loss: 0.0312112 | Time: 1710.6 ms [2021-09-24 22:21:26 main:574] : INFO : Epoch 1612 | loss: 0.0312085 | val_loss: 0.031211 | Time: 1721.09 ms [2021-09-24 22:21:28 main:574] : INFO : Epoch 1613 | loss: 0.0312072 | val_loss: 0.0312113 | Time: 1733.95 ms [2021-09-24 22:21:30 main:574] : INFO : Epoch 1614 | loss: 0.031208 | val_loss: 0.0312135 | Time: 1715.61 ms [2021-09-24 22:21:31 main:574] : INFO : Epoch 1615 | loss: 0.031211 | val_loss: 0.0312122 | Time: 1711.11 ms [2021-09-24 22:21:33 main:574] : INFO : Epoch 1616 | loss: 0.03121 | val_loss: 0.0312136 | Time: 1708.45 ms [2021-09-24 22:21:35 main:574] : INFO : Epoch 1617 | loss: 0.0312074 | val_loss: 0.0312112 | Time: 1715.43 ms [2021-09-24 22:21:37 main:574] : INFO : Epoch 1618 | loss: 0.0312084 | val_loss: 0.0312176 | Time: 1708.18 ms [2021-09-24 22:21:38 main:574] : INFO : Epoch 1619 | loss: 0.0312073 | val_loss: 0.0312105 | Time: 1723.22 ms [2021-09-24 22:21:40 main:574] : INFO : Epoch 1620 | loss: 0.0312064 | val_loss: 0.0312097 | Time: 1692.36 ms [2021-09-24 22:21:42 main:574] : INFO : Epoch 1621 | loss: 0.0312071 | val_loss: 0.0312109 | Time: 1696.44 ms [2021-09-24 22:21:43 main:574] : INFO : Epoch 1622 | loss: 0.0312064 | val_loss: 0.0312116 | Time: 1696.64 ms [2021-09-24 22:21:45 main:574] : INFO : Epoch 1623 | loss: 0.0312068 | val_loss: 0.03121 | Time: 1704.76 ms [2021-09-24 22:21:47 main:574] : INFO : Epoch 1624 | loss: 0.0312066 | val_loss: 0.0312098 | Time: 1721.29 ms [2021-09-24 22:21:49 main:574] : INFO : Epoch 1625 | loss: 0.031209 | val_loss: 0.0312099 | Time: 1712.63 ms [2021-09-24 22:21:50 main:574] : INFO : Epoch 1626 | loss: 0.031211 | val_loss: 0.0312115 | Time: 1724.47 ms [2021-09-24 22:21:52 main:574] : INFO : Epoch 1627 | loss: 0.0312137 | val_loss: 0.0312118 | Time: 1720.28 ms [2021-09-24 22:21:54 main:574] : INFO : Epoch 1628 | loss: 0.0312106 | val_loss: 0.0312109 | Time: 1711.73 ms [2021-09-24 22:21:56 main:574] : INFO : Epoch 1629 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 1719.69 ms [2021-09-24 22:21:57 main:574] : INFO : Epoch 1630 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 1699.17 ms [2021-09-24 22:21:59 main:574] : INFO : Epoch 1631 | loss: 0.0312102 | val_loss: 0.0312095 | Time: 1719.33 ms [2021-09-24 22:22:01 main:574] : INFO : Epoch 1632 | loss: 0.0312102 | val_loss: 0.0312104 | Time: 1712.32 ms [2021-09-24 22:22:02 main:574] : INFO : Epoch 1633 | loss: 0.0312079 | val_loss: 0.0312157 | Time: 1698.09 ms [2021-09-24 22:22:04 main:574] : INFO : Epoch 1634 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 1694.38 ms [2021-09-24 22:22:06 main:574] : INFO : Epoch 1635 | loss: 0.0312072 | val_loss: 0.0312097 | Time: 1712.9 ms [2021-09-24 22:22:08 main:574] : INFO : Epoch 1636 | loss: 0.0312072 | val_loss: 0.0312111 | Time: 1729.17 ms [2021-09-24 22:22:09 main:574] : INFO : Epoch 1637 | loss: 0.0312075 | val_loss: 0.0312095 | Time: 1731.95 ms [2021-09-24 22:22:11 main:574] : INFO : Epoch 1638 | loss: 0.0312072 | val_loss: 0.0312105 | Time: 1728.72 ms [2021-09-24 22:22:13 main:574] : INFO : Epoch 1639 | loss: 0.0312083 | val_loss: 0.0312106 | Time: 1720.83 ms [2021-09-24 22:22:15 main:574] : INFO : Epoch 1640 | loss: 0.0312088 | val_loss: 0.031215 | Time: 1728.14 ms [2021-09-24 22:22:16 main:574] : INFO : Epoch 1641 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 1718 ms [2021-09-24 22:22:18 main:574] : INFO : Epoch 1642 | loss: 0.031208 | val_loss: 0.0312098 | Time: 1722.39 ms [2021-09-24 22:22:20 main:574] : INFO : Epoch 1643 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 1727.61 ms [2021-09-24 22:22:21 main:574] : INFO : Epoch 1644 | loss: 0.0312077 | val_loss: 0.0312127 | Time: 1719.53 ms [2021-09-24 22:22:23 main:574] : INFO : Epoch 1645 | loss: 0.031207 | val_loss: 0.0312105 | Time: 1725.93 ms [2021-09-24 22:22:25 main:574] : INFO : Epoch 1646 | loss: 0.0312107 | val_loss: 0.0312125 | Time: 1713.44 ms [2021-09-24 22:22:27 main:574] : INFO : Epoch 1647 | loss: 0.0312093 | val_loss: 0.0312129 | Time: 1721.31 ms [2021-09-24 22:22:28 main:574] : INFO : Epoch 1648 | loss: 0.0312092 | val_loss: 0.0312131 | Time: 1704.64 ms [2021-09-24 22:22:30 main:574] : INFO : Epoch 1649 | loss: 0.0312085 | val_loss: 0.031214 | Time: 1718.47 ms [2021-09-24 22:22:32 main:574] : INFO : Epoch 1650 | loss: 0.0312074 | val_loss: 0.0312095 | Time: 1708.28 ms [2021-09-24 22:22:34 main:574] : INFO : Epoch 1651 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 1715.59 ms [2021-09-24 22:22:35 main:574] : INFO : Epoch 1652 | loss: 0.0312076 | val_loss: 0.0312116 | Time: 1704.38 ms [2021-09-24 22:22:37 main:574] : INFO : Epoch 1653 | loss: 0.031207 | val_loss: 0.0312097 | Time: 1708.31 ms [2021-09-24 22:22:39 main:574] : INFO : Epoch 1654 | loss: 0.0312084 | val_loss: 0.0312148 | Time: 1723.33 ms [2021-09-24 22:22:40 main:574] : INFO : Epoch 1655 | loss: 0.0312137 | val_loss: 0.0312148 | Time: 1718.26 ms [2021-09-24 22:22:42 main:574] : INFO : Epoch 1656 | loss: 0.0312106 | val_loss: 0.0312176 | Time: 1707.52 ms [2021-09-24 22:22:44 main:574] : INFO : Epoch 1657 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 1711.67 ms [2021-09-24 22:22:46 main:574] : INFO : Epoch 1658 | loss: 0.0312091 | val_loss: 0.0312149 | Time: 1701.26 ms [2021-09-24 22:22:47 main:574] : INFO : Epoch 1659 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1702.36 ms [2021-09-24 22:22:49 main:574] : INFO : Epoch 1660 | loss: 0.0312064 | val_loss: 0.0312099 | Time: 1708.77 ms [2021-09-24 22:22:51 main:574] : INFO : Epoch 1661 | loss: 0.0312057 | val_loss: 0.0312094 | Time: 1714.93 ms [2021-09-24 22:22:53 main:574] : INFO : Epoch 1662 | loss: 0.0312059 | val_loss: 0.0312109 | Time: 1727.33 ms [2021-09-24 22:22:54 main:574] : INFO : Epoch 1663 | loss: 0.0312062 | val_loss: 0.0312102 | Time: 1731.61 ms [2021-09-24 22:22:56 main:574] : INFO : Epoch 1664 | loss: 0.0312071 | val_loss: 0.0312104 | Time: 1706.72 ms [2021-09-24 22:22:58 main:574] : INFO : Epoch 1665 | loss: 0.0312102 | val_loss: 0.0312097 | Time: 1721.09 ms [2021-09-24 22:22:59 main:574] : INFO : Epoch 1666 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 1723.04 ms [2021-09-24 22:23:01 main:574] : INFO : Epoch 1667 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 1709.05 ms [2021-09-24 22:23:03 main:574] : INFO : Epoch 1668 | loss: 0.0312107 | val_loss: 0.0312251 | Time: 1703.05 ms [2021-09-24 22:23:05 main:574] : INFO : Epoch 1669 | loss: 0.0312159 | val_loss: 0.0312131 | Time: 1695.47 ms [2021-09-24 22:23:06 main:574] : INFO : Epoch 1670 | loss: 0.0312107 | val_loss: 0.031219 | Time: 1696.1 ms [2021-09-24 22:23:08 main:574] : INFO : Epoch 1671 | loss: 0.0312093 | val_loss: 0.0312102 | Time: 1712.68 ms [2021-09-24 22:23:10 main:574] : INFO : Epoch 1672 | loss: 0.0312082 | val_loss: 0.0312099 | Time: 1685.56 ms [2021-09-24 22:23:11 main:574] : INFO : Epoch 1673 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 1700.81 ms [2021-09-24 22:23:13 main:574] : INFO : Epoch 1674 | loss: 0.0312059 | val_loss: 0.0312099 | Time: 1686.51 ms [2021-09-24 22:23:15 main:574] : INFO : Epoch 1675 | loss: 0.0312061 | val_loss: 0.0312113 | Time: 1700.18 ms [2021-09-24 22:23:17 main:574] : INFO : Epoch 1676 | loss: 0.031206 | val_loss: 0.0312094 | Time: 1703.01 ms [2021-09-24 22:23:18 main:574] : INFO : Epoch 1677 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 1692.59 ms [2021-09-24 22:23:20 main:574] : INFO : Epoch 1678 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 1701.54 ms [2021-09-24 22:23:22 main:574] : INFO : Epoch 1679 | loss: 0.0312084 | val_loss: 0.0312116 | Time: 1701.78 ms [2021-09-24 22:23:23 main:574] : INFO : Epoch 1680 | loss: 0.0312117 | val_loss: 0.0312112 | Time: 1710.52 ms [2021-09-24 22:23:25 main:574] : INFO : Epoch 1681 | loss: 0.0312113 | val_loss: 0.0312169 | Time: 1740.23 ms [2021-09-24 22:23:27 main:574] : INFO : Epoch 1682 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 1725.1 ms [2021-09-24 22:23:29 main:574] : INFO : Epoch 1683 | loss: 0.0312058 | val_loss: 0.0312086 | Time: 1713.18 ms [2021-09-24 22:23:30 main:574] : INFO : Epoch 1684 | loss: 0.0312055 | val_loss: 0.031209 | Time: 1714.48 ms [2021-09-24 22:23:32 main:574] : INFO : Epoch 1685 | loss: 0.0312065 | val_loss: 0.0312104 | Time: 1719.07 ms [2021-09-24 22:23:34 main:574] : INFO : Epoch 1686 | loss: 0.0312055 | val_loss: 0.0312093 | Time: 1718.8 ms [2021-09-24 22:23:36 main:574] : INFO : Epoch 1687 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 1720.8 ms [2021-09-24 22:23:37 main:574] : INFO : Epoch 1688 | loss: 0.0312052 | val_loss: 0.0312113 | Time: 1697.91 ms [2021-09-24 22:23:39 main:574] : INFO : Epoch 1689 | loss: 0.0312068 | val_loss: 0.0312123 | Time: 1702.35 ms [2021-09-24 22:23:41 main:574] : INFO : Epoch 1690 | loss: 0.0312077 | val_loss: 0.0312141 | Time: 1718.49 ms [2021-09-24 22:23:42 main:574] : INFO : Epoch 1691 | loss: 0.0312076 | val_loss: 0.0312088 | Time: 1713.42 ms [2021-09-24 22:23:44 main:574] : INFO : Epoch 1692 | loss: 0.0312079 | val_loss: 0.031212 | Time: 1705.68 ms [2021-09-24 22:23:46 main:574] : INFO : Epoch 1693 | loss: 0.0312067 | val_loss: 0.0312105 | Time: 1701.61 ms [2021-09-24 22:23:48 main:574] : INFO : Epoch 1694 | loss: 0.0312063 | val_loss: 0.0312086 | Time: 1703.71 ms [2021-09-24 22:23:49 main:574] : INFO : Epoch 1695 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 1704.3 ms [2021-09-24 22:23:51 main:574] : INFO : Epoch 1696 | loss: 0.0312055 | val_loss: 0.0312099 | Time: 1710.53 ms [2021-09-24 22:23:53 main:574] : INFO : Epoch 1697 | loss: 0.0312058 | val_loss: 0.0312135 | Time: 1691.49 ms [2021-09-24 22:23:54 main:574] : INFO : Epoch 1698 | loss: 0.0312074 | val_loss: 0.0312155 | Time: 1706.96 ms [2021-09-24 22:23:56 main:574] : INFO : Epoch 1699 | loss: 0.0312071 | val_loss: 0.0312129 | Time: 1737.15 ms [2021-09-24 22:23:58 main:574] : INFO : Epoch 1700 | loss: 0.031207 | val_loss: 0.0312119 | Time: 1747.08 ms [2021-09-24 22:24:00 main:574] : INFO : Epoch 1701 | loss: 0.03121 | val_loss: 0.0312091 | Time: 1726.29 ms [2021-09-24 22:24:01 main:574] : INFO : Epoch 1702 | loss: 0.0312059 | val_loss: 0.0312144 | Time: 1712.41 ms [2021-09-24 22:24:03 main:574] : INFO : Epoch 1703 | loss: 0.0312053 | val_loss: 0.031208 | Time: 1715.2 ms [2021-09-24 22:24:05 main:574] : INFO : Epoch 1704 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 1734.47 ms [2021-09-24 22:24:07 main:574] : INFO : Epoch 1705 | loss: 0.0312056 | val_loss: 0.0312092 | Time: 1747.99 ms [2021-09-24 22:24:08 main:574] : INFO : Epoch 1706 | loss: 0.0312047 | val_loss: 0.0312095 | Time: 1729.68 ms [2021-09-24 22:24:10 main:574] : INFO : Epoch 1707 | loss: 0.0312049 | val_loss: 0.0312122 | Time: 1720.9 ms [2021-09-24 22:24:12 main:574] : INFO : Epoch 1708 | loss: 0.0312051 | val_loss: 0.0312084 | Time: 1714.64 ms [2021-09-24 22:24:14 main:574] : INFO : Epoch 1709 | loss: 0.0312054 | val_loss: 0.0312138 | Time: 1725.83 ms [2021-09-24 22:24:15 main:574] : INFO : Epoch 1710 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1715.5 ms [2021-09-24 22:24:17 main:574] : INFO : Epoch 1711 | loss: 0.0312059 | val_loss: 0.0312092 | Time: 1729.98 ms [2021-09-24 22:24:19 main:574] : INFO : Epoch 1712 | loss: 0.0312063 | val_loss: 0.0312108 | Time: 1721.15 ms [2021-09-24 22:24:21 main:574] : INFO : Epoch 1713 | loss: 0.0312063 | val_loss: 0.0312098 | Time: 1700.08 ms [2021-09-24 22:24:22 main:574] : INFO : Epoch 1714 | loss: 0.0312048 | val_loss: 0.0312078 | Time: 1686.7 ms [2021-09-24 22:24:24 main:574] : INFO : Epoch 1715 | loss: 0.0312042 | val_loss: 0.03121 | Time: 1694.71 ms [2021-09-24 22:24:26 main:574] : INFO : Epoch 1716 | loss: 0.0312048 | val_loss: 0.0312088 | Time: 1723.94 ms [2021-09-24 22:24:27 main:574] : INFO : Epoch 1717 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 1740.76 ms [2021-09-24 22:24:29 main:574] : INFO : Epoch 1718 | loss: 0.0312043 | val_loss: 0.0312083 | Time: 1710.71 ms [2021-09-24 22:24:31 main:574] : INFO : Epoch 1719 | loss: 0.0312047 | val_loss: 0.0312089 | Time: 1714.4 ms [2021-09-24 22:24:33 main:574] : INFO : Epoch 1720 | loss: 0.0312077 | val_loss: 0.0312103 | Time: 1712.09 ms [2021-09-24 22:24:34 main:574] : INFO : Epoch 1721 | loss: 0.0312057 | val_loss: 0.0312114 | Time: 1713.34 ms [2021-09-24 22:24:36 main:574] : INFO : Epoch 1722 | loss: 0.0312051 | val_loss: 0.0312091 | Time: 1733.92 ms [2021-09-24 22:24:38 main:574] : INFO : Epoch 1723 | loss: 0.0312038 | val_loss: 0.0312077 | Time: 1720.98 ms [2021-09-24 22:24:40 main:574] : INFO : Epoch 1724 | loss: 0.0312043 | val_loss: 0.0312079 | Time: 1715.68 ms [2021-09-24 22:24:41 main:574] : INFO : Epoch 1725 | loss: 0.0312048 | val_loss: 0.0312086 | Time: 1728.78 ms [2021-09-24 22:24:43 main:574] : INFO : Epoch 1726 | loss: 0.0312098 | val_loss: 0.0312138 | Time: 1715.33 ms [2021-09-24 22:24:45 main:574] : INFO : Epoch 1727 | loss: 0.0312149 | val_loss: 0.031214 | Time: 1713.05 ms [2021-09-24 22:24:46 main:574] : INFO : Epoch 1728 | loss: 0.0312132 | val_loss: 0.031213 | Time: 1701.07 ms [2021-09-24 22:24:48 main:574] : INFO : Epoch 1729 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 1719.01 ms [2021-09-24 22:24:50 main:574] : INFO : Epoch 1730 | loss: 0.0312143 | val_loss: 0.0312186 | Time: 1741.68 ms [2021-09-24 22:24:52 main:574] : INFO : Epoch 1731 | loss: 0.0312121 | val_loss: 0.031213 | Time: 1738.1 ms [2021-09-24 22:24:53 main:574] : INFO : Epoch 1732 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 1734.37 ms [2021-09-24 22:24:55 main:574] : INFO : Epoch 1733 | loss: 0.0312108 | val_loss: 0.0312114 | Time: 1726.1 ms [2021-09-24 22:24:57 main:574] : INFO : Epoch 1734 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 1714 ms [2021-09-24 22:24:59 main:574] : INFO : Epoch 1735 | loss: 0.0312101 | val_loss: 0.0312144 | Time: 1729.68 ms [2021-09-24 22:25:00 main:574] : INFO : Epoch 1736 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 1714.52 ms [2021-09-24 22:25:02 main:574] : INFO : Epoch 1737 | loss: 0.0312099 | val_loss: 0.0312095 | Time: 1731.47 ms [2021-09-24 22:25:04 main:574] : INFO : Epoch 1738 | loss: 0.0312103 | val_loss: 0.0312104 | Time: 1701.73 ms [2021-09-24 22:25:06 main:574] : INFO : Epoch 1739 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 1709.97 ms [2021-09-24 22:25:07 main:574] : INFO : Epoch 1740 | loss: 0.0312102 | val_loss: 0.0312099 | Time: 1711.35 ms [2021-09-24 22:25:09 main:574] : INFO : Epoch 1741 | loss: 0.0312079 | val_loss: 0.0312117 | Time: 1726.61 ms [2021-09-24 22:25:11 main:574] : INFO : Epoch 1742 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 1724.98 ms [2021-09-24 22:25:12 main:574] : INFO : Epoch 1743 | loss: 0.0312091 | val_loss: 0.0312101 | Time: 1723.54 ms [2021-09-24 22:25:14 main:574] : INFO : Epoch 1744 | loss: 0.031208 | val_loss: 0.0312085 | Time: 1703.7 ms [2021-09-24 22:25:16 main:574] : INFO : Epoch 1745 | loss: 0.0312091 | val_loss: 0.0312088 | Time: 1708.52 ms [2021-09-24 22:25:18 main:574] : INFO : Epoch 1746 | loss: 0.0312085 | val_loss: 0.0312082 | Time: 1709.58 ms [2021-09-24 22:25:19 main:574] : INFO : Epoch 1747 | loss: 0.0312114 | val_loss: 0.0312183 | Time: 1718.7 ms [2021-09-24 22:25:21 main:574] : INFO : Epoch 1748 | loss: 0.0312172 | val_loss: 0.0312703 | Time: 1716.04 ms [2021-09-24 22:25:23 main:574] : INFO : Epoch 1749 | loss: 0.0329139 | val_loss: 0.0322022 | Time: 1729.9 ms [2021-09-24 22:25:25 main:574] : INFO : Epoch 1750 | loss: 0.0357542 | val_loss: 0.0344074 | Time: 1756.82 ms [2021-09-24 22:25:26 main:574] : INFO : Epoch 1751 | loss: 0.0324359 | val_loss: 0.0315157 | Time: 1734.43 ms [2021-09-24 22:25:28 main:574] : INFO : Epoch 1752 | loss: 0.0313816 | val_loss: 0.0313112 | Time: 1711.77 ms [2021-09-24 22:25:30 main:574] : INFO : Epoch 1753 | loss: 0.0312579 | val_loss: 0.0312349 | Time: 1719 ms [2021-09-24 22:25:31 main:574] : INFO : Epoch 1754 | loss: 0.0312319 | val_loss: 0.0312252 | Time: 1728.12 ms [2021-09-24 22:25:33 main:574] : INFO : Epoch 1755 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 1718.87 ms [2021-09-24 22:25:35 main:574] : INFO : Epoch 1756 | loss: 0.0312212 | val_loss: 0.0312201 | Time: 1718.94 ms [2021-09-24 22:25:37 main:574] : INFO : Epoch 1757 | loss: 0.0312239 | val_loss: 0.0312194 | Time: 1717.16 ms [2021-09-24 22:25:38 main:574] : INFO : Epoch 1758 | loss: 0.0312228 | val_loss: 0.0312187 | Time: 1691.3 ms [2021-09-24 22:25:40 main:574] : INFO : Epoch 1759 | loss: 0.0312173 | val_loss: 0.0312167 | Time: 1690.48 ms [2021-09-24 22:25:42 main:574] : INFO : Epoch 1760 | loss: 0.031217 | val_loss: 0.0312224 | Time: 1713.18 ms [2021-09-24 22:25:44 main:574] : INFO : Epoch 1761 | loss: 0.0312163 | val_loss: 0.0312153 | Time: 1728.24 ms [2021-09-24 22:25:45 main:574] : INFO : Epoch 1762 | loss: 0.0312139 | val_loss: 0.0312159 | Time: 1736.28 ms [2021-09-24 22:25:47 main:574] : INFO : Epoch 1763 | loss: 0.031214 | val_loss: 0.0312154 | Time: 1720.04 ms [2021-09-24 22:25:49 main:574] : INFO : Epoch 1764 | loss: 0.0312132 | val_loss: 0.031215 | Time: 1705.77 ms [2021-09-24 22:25:50 main:574] : INFO : Epoch 1765 | loss: 0.031213 | val_loss: 0.0312147 | Time: 1697.47 ms [2021-09-24 22:25:52 main:574] : INFO : Epoch 1766 | loss: 0.0312125 | val_loss: 0.0312142 | Time: 1720.26 ms [2021-09-24 22:25:54 main:574] : INFO : Epoch 1767 | loss: 0.0312116 | val_loss: 0.0312157 | Time: 1711.45 ms [2021-09-24 22:25:56 main:574] : INFO : Epoch 1768 | loss: 0.0312119 | val_loss: 0.0312138 | Time: 1731.43 ms [2021-09-24 22:25:57 main:574] : INFO : Epoch 1769 | loss: 0.0312122 | val_loss: 0.0312147 | Time: 1709.98 ms [2021-09-24 22:25:59 main:574] : INFO : Epoch 1770 | loss: 0.031212 | val_loss: 0.0312133 | Time: 1721.7 ms [2021-09-24 22:26:01 main:574] : INFO : Epoch 1771 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 1711.53 ms [2021-09-24 22:26:03 main:574] : INFO : Epoch 1772 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 1723.55 ms [2021-09-24 22:26:04 main:574] : INFO : Epoch 1773 | loss: 0.031211 | val_loss: 0.0312123 | Time: 1736.58 ms [2021-09-24 22:26:06 main:574] : INFO : Epoch 1774 | loss: 0.0312127 | val_loss: 0.031218 | Time: 1714.45 ms [2021-09-24 22:26:08 main:574] : INFO : Epoch 1775 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 1700.45 ms [2021-09-24 22:26:09 main:574] : INFO : Epoch 1776 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 1701.8 ms [2021-09-24 22:26:11 main:574] : INFO : Epoch 1777 | loss: 0.0312099 | val_loss: 0.0312136 | Time: 1720.04 ms [2021-09-24 22:26:13 main:574] : INFO : Epoch 1778 | loss: 0.0312115 | val_loss: 0.0312171 | Time: 1719.04 ms [2021-09-24 22:26:15 main:574] : INFO : Epoch 1779 | loss: 0.0312135 | val_loss: 0.0312198 | Time: 1734.78 ms [2021-09-24 22:26:16 main:574] : INFO : Epoch 1780 | loss: 0.0312123 | val_loss: 0.0312181 | Time: 1728.39 ms [2021-09-24 22:26:18 main:574] : INFO : Epoch 1781 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 1715.54 ms [2021-09-24 22:26:20 main:574] : INFO : Epoch 1782 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 1712.87 ms [2021-09-24 22:26:22 main:574] : INFO : Epoch 1783 | loss: 0.0312099 | val_loss: 0.0312116 | Time: 1715.79 ms [2021-09-24 22:26:23 main:574] : INFO : Epoch 1784 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 1713.88 ms [2021-09-24 22:26:25 main:574] : INFO : Epoch 1785 | loss: 0.0312105 | val_loss: 0.0312113 | Time: 1723.92 ms [2021-09-24 22:26:27 main:574] : INFO : Epoch 1786 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 1723.98 ms [2021-09-24 22:26:28 main:574] : INFO : Epoch 1787 | loss: 0.0312091 | val_loss: 0.0312106 | Time: 1718.05 ms [2021-09-24 22:26:30 main:574] : INFO : Epoch 1788 | loss: 0.0312097 | val_loss: 0.0312119 | Time: 1718.83 ms [2021-09-24 22:26:32 main:574] : INFO : Epoch 1789 | loss: 0.0312089 | val_loss: 0.031211 | Time: 1715.38 ms [2021-09-24 22:26:34 main:574] : INFO : Epoch 1790 | loss: 0.0312094 | val_loss: 0.0312164 | Time: 1709.64 ms [2021-09-24 22:26:35 main:574] : INFO : Epoch 1791 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 1700.31 ms [2021-09-24 22:26:37 main:574] : INFO : Epoch 1792 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 1722.97 ms [2021-09-24 22:26:39 main:574] : INFO : Epoch 1793 | loss: 0.0312088 | val_loss: 0.031211 | Time: 1727.99 ms [2021-09-24 22:26:41 main:574] : INFO : Epoch 1794 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 1722.59 ms [2021-09-24 22:26:42 main:574] : INFO : Epoch 1795 | loss: 0.031208 | val_loss: 0.0312105 | Time: 1721.21 ms [2021-09-24 22:26:44 main:574] : INFO : Epoch 1796 | loss: 0.0312089 | val_loss: 0.0312106 | Time: 1716.72 ms [2021-09-24 22:26:46 main:574] : INFO : Epoch 1797 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 1716.55 ms [2021-09-24 22:26:48 main:574] : INFO : Epoch 1798 | loss: 0.0312079 | val_loss: 0.0312145 | Time: 1733.2 ms [2021-09-24 22:26:49 main:574] : INFO : Epoch 1799 | loss: 0.0312097 | val_loss: 0.0312138 | Time: 1722.39 ms [2021-09-24 22:26:51 main:574] : INFO : Epoch 1800 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 1721.69 ms [2021-09-24 22:26:53 main:574] : INFO : Epoch 1801 | loss: 0.0312082 | val_loss: 0.03121 | Time: 1714.46 ms [2021-09-24 22:26:54 main:574] : INFO : Epoch 1802 | loss: 0.031208 | val_loss: 0.0312101 | Time: 1703.84 ms [2021-09-24 22:26:56 main:574] : INFO : Epoch 1803 | loss: 0.0312087 | val_loss: 0.0312106 | Time: 1718.55 ms [2021-09-24 22:26:58 main:574] : INFO : Epoch 1804 | loss: 0.0312105 | val_loss: 0.0312101 | Time: 1718.46 ms [2021-09-24 22:27:00 main:574] : INFO : Epoch 1805 | loss: 0.0312091 | val_loss: 0.0312111 | Time: 1730.49 ms [2021-09-24 22:27:01 main:574] : INFO : Epoch 1806 | loss: 0.0312085 | val_loss: 0.03121 | Time: 1708.31 ms [2021-09-24 22:27:03 main:574] : INFO : Epoch 1807 | loss: 0.0312079 | val_loss: 0.03121 | Time: 1706.47 ms [2021-09-24 22:27:05 main:574] : INFO : Epoch 1808 | loss: 0.0312088 | val_loss: 0.0312099 | Time: 1704.54 ms [2021-09-24 22:27:06 main:574] : INFO : Epoch 1809 | loss: 0.03121 | val_loss: 0.03121 | Time: 1716.89 ms [2021-09-24 22:27:08 main:574] : INFO : Epoch 1810 | loss: 0.0312096 | val_loss: 0.031213 | Time: 1715.82 ms [2021-09-24 22:27:10 main:574] : INFO : Epoch 1811 | loss: 0.0312083 | val_loss: 0.0312101 | Time: 1733.27 ms [2021-09-24 22:27:12 main:574] : INFO : Epoch 1812 | loss: 0.0312077 | val_loss: 0.0312125 | Time: 1722.44 ms [2021-09-24 22:27:13 main:574] : INFO : Epoch 1813 | loss: 0.0312084 | val_loss: 0.0312113 | Time: 1726.23 ms [2021-09-24 22:27:15 main:574] : INFO : Epoch 1814 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 1725.57 ms [2021-09-24 22:27:17 main:574] : INFO : Epoch 1815 | loss: 0.0312079 | val_loss: 0.0312149 | Time: 1721.77 ms [2021-09-24 22:27:19 main:574] : INFO : Epoch 1816 | loss: 0.0312092 | val_loss: 0.0312114 | Time: 1716.82 ms [2021-09-24 22:27:20 main:574] : INFO : Epoch 1817 | loss: 0.0312074 | val_loss: 0.0312121 | Time: 1719.48 ms [2021-09-24 22:27:22 main:574] : INFO : Epoch 1818 | loss: 0.0312074 | val_loss: 0.0312101 | Time: 1718.35 ms [2021-09-24 22:27:24 main:574] : INFO : Epoch 1819 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 1698.61 ms [2021-09-24 22:27:26 main:574] : INFO : Epoch 1820 | loss: 0.0312075 | val_loss: 0.0312101 | Time: 1704.24 ms [2021-09-24 22:27:27 main:574] : INFO : Epoch 1821 | loss: 0.0312076 | val_loss: 0.0312093 | Time: 1727.68 ms [2021-09-24 22:27:29 main:574] : INFO : Epoch 1822 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 1718.95 ms [2021-09-24 22:27:31 main:574] : INFO : Epoch 1823 | loss: 0.0312073 | val_loss: 0.0312103 | Time: 1712.04 ms [2021-09-24 22:27:32 main:574] : INFO : Epoch 1824 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 1699.25 ms [2021-09-24 22:27:34 main:574] : INFO : Epoch 1825 | loss: 0.0312083 | val_loss: 0.0312124 | Time: 1699.3 ms [2021-09-24 22:27:36 main:574] : INFO : Epoch 1826 | loss: 0.0312084 | val_loss: 0.0312129 | Time: 1706.13 ms [2021-09-24 22:27:38 main:574] : INFO : Epoch 1827 | loss: 0.0312088 | val_loss: 0.0312131 | Time: 1720.67 ms [2021-09-24 22:27:39 main:574] : INFO : Epoch 1828 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1721.02 ms [2021-09-24 22:27:41 main:574] : INFO : Epoch 1829 | loss: 0.0312075 | val_loss: 0.0312091 | Time: 1722.22 ms [2021-09-24 22:27:43 main:574] : INFO : Epoch 1830 | loss: 0.0312067 | val_loss: 0.0312124 | Time: 1698.62 ms [2021-09-24 22:27:44 main:574] : INFO : Epoch 1831 | loss: 0.0312067 | val_loss: 0.0312106 | Time: 1706.92 ms [2021-09-24 22:27:46 main:574] : INFO : Epoch 1832 | loss: 0.0312071 | val_loss: 0.0312092 | Time: 1705.45 ms [2021-09-24 22:27:48 main:574] : INFO : Epoch 1833 | loss: 0.0312089 | val_loss: 0.0312142 | Time: 1698.02 ms [2021-09-24 22:27:50 main:574] : INFO : Epoch 1834 | loss: 0.0312084 | val_loss: 0.0312099 | Time: 1700.48 ms [2021-09-24 22:27:51 main:574] : INFO : Epoch 1835 | loss: 0.0312061 | val_loss: 0.0312088 | Time: 1711.28 ms [2021-09-24 22:27:53 main:574] : INFO : Epoch 1836 | loss: 0.0312065 | val_loss: 0.0312095 | Time: 1711.77 ms [2021-09-24 22:27:55 main:574] : INFO : Epoch 1837 | loss: 0.0312059 | val_loss: 0.031208 | Time: 1717.78 ms [2021-09-24 22:27:56 main:574] : INFO : Epoch 1838 | loss: 0.0312058 | val_loss: 0.0312081 | Time: 1721.24 ms [2021-09-24 22:27:58 main:574] : INFO : Epoch 1839 | loss: 0.031207 | val_loss: 0.0312086 | Time: 1729.01 ms [2021-09-24 22:28:00 main:574] : INFO : Epoch 1840 | loss: 0.0312069 | val_loss: 0.0312099 | Time: 1738.52 ms [2021-09-24 22:28:02 main:574] : INFO : Epoch 1841 | loss: 0.0312057 | val_loss: 0.031208 | Time: 1736.1 ms [2021-09-24 22:28:03 main:574] : INFO : Epoch 1842 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 1726.19 ms [2021-09-24 22:28:05 main:574] : INFO : Epoch 1843 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 1729.93 ms [2021-09-24 22:28:07 main:574] : INFO : Epoch 1844 | loss: 0.0312085 | val_loss: 0.0312125 | Time: 1730.16 ms [2021-09-24 22:28:09 main:574] : INFO : Epoch 1845 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 1714.5 ms [2021-09-24 22:28:10 main:574] : INFO : Epoch 1846 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 1700.07 ms [2021-09-24 22:28:12 main:574] : INFO : Epoch 1847 | loss: 0.0312053 | val_loss: 0.0312088 | Time: 1686.74 ms [2021-09-24 22:28:14 main:574] : INFO : Epoch 1848 | loss: 0.031206 | val_loss: 0.0312092 | Time: 1702.18 ms [2021-09-24 22:28:16 main:574] : INFO : Epoch 1849 | loss: 0.0312065 | val_loss: 0.0312106 | Time: 1701.96 ms [2021-09-24 22:28:17 main:574] : INFO : Epoch 1850 | loss: 0.0312066 | val_loss: 0.0312089 | Time: 1721.17 ms [2021-09-24 22:28:19 main:574] : INFO : Epoch 1851 | loss: 0.0312065 | val_loss: 0.0312084 | Time: 1720.96 ms [2021-09-24 22:28:21 main:574] : INFO : Epoch 1852 | loss: 0.0312102 | val_loss: 0.0312103 | Time: 1704.71 ms [2021-09-24 22:28:22 main:574] : INFO : Epoch 1853 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 1710.84 ms [2021-09-24 22:28:24 main:574] : INFO : Epoch 1854 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 1700.83 ms [2021-09-24 22:28:26 main:574] : INFO : Epoch 1855 | loss: 0.0312063 | val_loss: 0.0312096 | Time: 1721.62 ms [2021-09-24 22:28:28 main:574] : INFO : Epoch 1856 | loss: 0.0312048 | val_loss: 0.0312084 | Time: 1715.89 ms [2021-09-24 22:28:29 main:574] : INFO : Epoch 1857 | loss: 0.0312047 | val_loss: 0.0312074 | Time: 1733.46 ms [2021-09-24 22:28:31 main:574] : INFO : Epoch 1858 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 1715.71 ms [2021-09-24 22:28:33 main:574] : INFO : Epoch 1859 | loss: 0.0312041 | val_loss: 0.0312072 | Time: 1720.23 ms [2021-09-24 22:28:35 main:574] : INFO : Epoch 1860 | loss: 0.031205 | val_loss: 0.0312097 | Time: 1724.14 ms [2021-09-24 22:28:36 main:574] : INFO : Epoch 1861 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 1706.35 ms [2021-09-24 22:28:38 main:574] : INFO : Epoch 1862 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 1728.81 ms [2021-09-24 22:28:40 main:574] : INFO : Epoch 1863 | loss: 0.0312042 | val_loss: 0.0312082 | Time: 1727.1 ms [2021-09-24 22:28:41 main:574] : INFO : Epoch 1864 | loss: 0.0312045 | val_loss: 0.0312075 | Time: 1719.17 ms [2021-09-24 22:28:43 main:574] : INFO : Epoch 1865 | loss: 0.0312033 | val_loss: 0.031208 | Time: 1717.84 ms [2021-09-24 22:28:45 main:574] : INFO : Epoch 1866 | loss: 0.0312032 | val_loss: 0.031207 | Time: 1714.35 ms [2021-09-24 22:28:47 main:574] : INFO : Epoch 1867 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 1702.65 ms [2021-09-24 22:28:48 main:574] : INFO : Epoch 1868 | loss: 0.0312035 | val_loss: 0.031208 | Time: 1703.64 ms [2021-09-24 22:28:50 main:574] : INFO : Epoch 1869 | loss: 0.0312037 | val_loss: 0.0312081 | Time: 1690.06 ms [2021-09-24 22:28:52 main:574] : INFO : Epoch 1870 | loss: 0.0312035 | val_loss: 0.0312076 | Time: 1702.5 ms [2021-09-24 22:28:53 main:574] : INFO : Epoch 1871 | loss: 0.0312046 | val_loss: 0.0312073 | Time: 1723.46 ms [2021-09-24 22:28:55 main:574] : INFO : Epoch 1872 | loss: 0.031205 | val_loss: 0.0312075 | Time: 1715.13 ms [2021-09-24 22:28:57 main:574] : INFO : Epoch 1873 | loss: 0.0312038 | val_loss: 0.0312069 | Time: 1710.31 ms [2021-09-24 22:28:59 main:574] : INFO : Epoch 1874 | loss: 0.0312026 | val_loss: 0.0312063 | Time: 1703.86 ms [2021-09-24 22:29:00 main:574] : INFO : Epoch 1875 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 1714.5 ms [2021-09-24 22:29:02 main:574] : INFO : Epoch 1876 | loss: 0.0312031 | val_loss: 0.0312067 | Time: 1732.12 ms [2021-09-24 22:29:04 main:574] : INFO : Epoch 1877 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1733.35 ms [2021-09-24 22:29:06 main:574] : INFO : Epoch 1878 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 1714.5 ms [2021-09-24 22:29:07 main:574] : INFO : Epoch 1879 | loss: 0.0312034 | val_loss: 0.0312086 | Time: 1704.19 ms [2021-09-24 22:29:09 main:574] : INFO : Epoch 1880 | loss: 0.0312067 | val_loss: 0.0312105 | Time: 1692.87 ms [2021-09-24 22:29:11 main:574] : INFO : Epoch 1881 | loss: 0.0312043 | val_loss: 0.0312122 | Time: 1709.68 ms [2021-09-24 22:29:12 main:574] : INFO : Epoch 1882 | loss: 0.0312036 | val_loss: 0.0312061 | Time: 1716.87 ms [2021-09-24 22:29:14 main:574] : INFO : Epoch 1883 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 1709.03 ms [2021-09-24 22:29:16 main:574] : INFO : Epoch 1884 | loss: 0.0312037 | val_loss: 0.0312078 | Time: 1704.9 ms [2021-09-24 22:29:18 main:574] : INFO : Epoch 1885 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 1693.17 ms [2021-09-24 22:29:19 main:574] : INFO : Epoch 1886 | loss: 0.0312027 | val_loss: 0.031206 | Time: 1685.88 ms [2021-09-24 22:29:21 main:574] : INFO : Epoch 1887 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 1709.39 ms [2021-09-24 22:29:23 main:574] : INFO : Epoch 1888 | loss: 0.0312025 | val_loss: 0.0312056 | Time: 1720.14 ms [2021-09-24 22:29:24 main:574] : INFO : Epoch 1889 | loss: 0.0312029 | val_loss: 0.0312062 | Time: 1723.1 ms [2021-09-24 22:29:26 main:574] : INFO : Epoch 1890 | loss: 0.0312038 | val_loss: 0.0312066 | Time: 1714.23 ms [2021-09-24 22:29:28 main:574] : INFO : Epoch 1891 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 1716.2 ms [2021-09-24 22:29:30 main:574] : INFO : Epoch 1892 | loss: 0.0312031 | val_loss: 0.0312058 | Time: 1718.87 ms [2021-09-24 22:29:31 main:574] : INFO : Epoch 1893 | loss: 0.0312036 | val_loss: 0.0312088 | Time: 1711.92 ms [2021-09-24 22:29:33 main:574] : INFO : Epoch 1894 | loss: 0.0312041 | val_loss: 0.0312104 | Time: 1728.67 ms [2021-09-24 22:29:35 main:574] : INFO : Epoch 1895 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 1733.81 ms [2021-09-24 22:29:37 main:574] : INFO : Epoch 1896 | loss: 0.031205 | val_loss: 0.0312083 | Time: 1706.46 ms [2021-09-24 22:29:38 main:574] : INFO : Epoch 1897 | loss: 0.0312215 | val_loss: 0.0312712 | Time: 1721.26 ms [2021-09-24 22:29:40 main:574] : INFO : Epoch 1898 | loss: nan | val_loss: nan | Time: 1717.14 ms [2021-09-24 22:29:42 main:574] : INFO : Epoch 1899 | loss: nan | val_loss: nan | Time: 1697.67 ms [2021-09-24 22:29:43 main:574] : INFO : Epoch 1900 | loss: nan | val_loss: nan | Time: 1714.53 ms [2021-09-24 22:29:45 main:574] : INFO : Epoch 1901 | loss: nan | val_loss: nan | Time: 1711.21 ms [2021-09-24 22:29:47 main:574] : INFO : Epoch 1902 | loss: nan | val_loss: nan | Time: 1708.51 ms [2021-09-24 22:29:49 main:574] : INFO : Epoch 1903 | loss: nan | val_loss: nan | Time: 1703.11 ms [2021-09-24 22:29:50 main:574] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 1700.71 ms [2021-09-24 22:29:52 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 1693.54 ms [2021-09-24 22:29:54 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 1685.46 ms [2021-09-24 22:29:55 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 1730.75 ms [2021-09-24 22:29:57 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 1713.97 ms [2021-09-24 22:29:59 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 1703.66 ms [2021-09-24 22:30:01 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 1719.4 ms [2021-09-24 22:30:02 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 1705.2 ms [2021-09-24 22:30:04 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 1714.9 ms [2021-09-24 22:30:06 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 1732.13 ms [2021-09-24 22:30:08 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 1730.12 ms [2021-09-24 22:30:09 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 1716.1 ms [2021-09-24 22:30:11 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 1727.95 ms [2021-09-24 22:30:13 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 1721.57 ms [2021-09-24 22:30:15 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 1719.83 ms [2021-09-24 22:30:16 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 1698.43 ms [2021-09-24 22:30:18 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 1693.81 ms [2021-09-24 22:30:20 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 1706.44 ms [2021-09-24 22:30:21 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 1693.96 ms [2021-09-24 22:30:23 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 1701.91 ms [2021-09-24 22:30:25 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 1697.35 ms [2021-09-24 22:30:26 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 1708.13 ms [2021-09-24 22:30:28 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 1702.84 ms [2021-09-24 22:30:30 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 1729.44 ms [2021-09-24 22:30:32 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 1729.25 ms [2021-09-24 22:30:33 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 1740.85 ms [2021-09-24 22:30:35 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 1719.19 ms [2021-09-24 22:30:37 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 1716.42 ms [2021-09-24 22:30:39 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 1725.03 ms [2021-09-24 22:30:40 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 1721.49 ms [2021-09-24 22:30:42 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 1708.16 ms [2021-09-24 22:30:44 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 1695.02 ms [2021-09-24 22:30:46 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 1713.84 ms [2021-09-24 22:30:47 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 1717.14 ms [2021-09-24 22:30:49 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 1709.16 ms [2021-09-24 22:30:51 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 1717.66 ms [2021-09-24 22:30:52 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 1707.03 ms [2021-09-24 22:30:54 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 1700.95 ms [2021-09-24 22:30:56 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 1698.79 ms [2021-09-24 22:30:58 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 1704.86 ms [2021-09-24 22:30:59 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 1720.84 ms [2021-09-24 22:31:01 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 1709.28 ms [2021-09-24 22:31:03 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 1720.38 ms [2021-09-24 22:31:04 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 1721.95 ms [2021-09-24 22:31:06 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 1717.55 ms [2021-09-24 22:31:08 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 1711.71 ms [2021-09-24 22:31:10 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1719.35 ms [2021-09-24 22:31:11 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 1733.09 ms [2021-09-24 22:31:13 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1712.52 ms [2021-09-24 22:31:15 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 1706.9 ms [2021-09-24 22:31:17 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 1719.46 ms [2021-09-24 22:31:18 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 1708.3 ms [2021-09-24 22:31:20 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 1697.88 ms [2021-09-24 22:31:22 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 1717.21 ms [2021-09-24 22:31:23 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 1705.38 ms [2021-09-24 22:31:25 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1716.24 ms [2021-09-24 22:31:27 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 1715.64 ms [2021-09-24 22:31:29 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 1715.39 ms [2021-09-24 22:31:30 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 1711.74 ms [2021-09-24 22:31:32 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 1691.15 ms [2021-09-24 22:31:34 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 1694.26 ms [2021-09-24 22:31:35 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 1700.8 ms [2021-09-24 22:31:37 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1709.27 ms [2021-09-24 22:31:39 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1714.83 ms [2021-09-24 22:31:41 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1721.67 ms [2021-09-24 22:31:42 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1705.11 ms [2021-09-24 22:31:44 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1727.05 ms [2021-09-24 22:31:46 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1737.79 ms [2021-09-24 22:31:48 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1724.06 ms [2021-09-24 22:31:49 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1733.33 ms [2021-09-24 22:31:51 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1715.59 ms [2021-09-24 22:31:53 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1717.61 ms [2021-09-24 22:31:55 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1726.29 ms [2021-09-24 22:31:56 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1724.87 ms [2021-09-24 22:31:58 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1697.92 ms [2021-09-24 22:32:00 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1699.54 ms [2021-09-24 22:32:01 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1694.65 ms [2021-09-24 22:32:03 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1711.7 ms [2021-09-24 22:32:05 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1709.4 ms [2021-09-24 22:32:07 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1722.56 ms [2021-09-24 22:32:08 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1727.67 ms [2021-09-24 22:32:10 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1721.54 ms [2021-09-24 22:32:12 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1715.97 ms [2021-09-24 22:32:13 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1715.64 ms [2021-09-24 22:32:15 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1731.81 ms [2021-09-24 22:32:17 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1731.34 ms [2021-09-24 22:32:19 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1720.46 ms [2021-09-24 22:32:20 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1694.71 ms [2021-09-24 22:32:22 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1688.05 ms [2021-09-24 22:32:24 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1719.7 ms [2021-09-24 22:32:26 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1727.37 ms [2021-09-24 22:32:27 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1726.48 ms [2021-09-24 22:32:29 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1723.14 ms [2021-09-24 22:32:31 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1710.56 ms [2021-09-24 22:32:32 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1698.84 ms [2021-09-24 22:32:34 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1726.91 ms [2021-09-24 22:32:36 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1757.51 ms [2021-09-24 22:32:38 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1731.75 ms [2021-09-24 22:32:39 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1729.11 ms [2021-09-24 22:32:41 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1703.9 ms [2021-09-24 22:32:43 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1696.24 ms [2021-09-24 22:32:45 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1730.83 ms [2021-09-24 22:32:46 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1721.81 ms [2021-09-24 22:32:48 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1692.76 ms [2021-09-24 22:32:50 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1698.26 ms [2021-09-24 22:32:51 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1693.18 ms [2021-09-24 22:32:53 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1716.39 ms [2021-09-24 22:32:55 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1708.22 ms [2021-09-24 22:32:57 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1694.63 ms [2021-09-24 22:32:58 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1725.92 ms [2021-09-24 22:33:00 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1731.26 ms [2021-09-24 22:33:02 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1710.05 ms [2021-09-24 22:33:04 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1713.13 ms [2021-09-24 22:33:05 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1722.55 ms [2021-09-24 22:33:07 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1704.58 ms [2021-09-24 22:33:09 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1715.84 ms [2021-09-24 22:33:10 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1705.34 ms [2021-09-24 22:33:12 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1716.12 ms [2021-09-24 22:33:14 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1719.77 ms [2021-09-24 22:33:16 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1715.34 ms [2021-09-24 22:33:17 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1703.33 ms [2021-09-24 22:33:19 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1702.43 ms [2021-09-24 22:33:21 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1700.3 ms [2021-09-24 22:33:22 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1716.61 ms [2021-09-24 22:33:24 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1732.24 ms [2021-09-24 22:33:26 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1737.12 ms [2021-09-24 22:33:28 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1706.31 ms [2021-09-24 22:33:29 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1714.24 ms [2021-09-24 22:33:31 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1720.9 ms [2021-09-24 22:33:33 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1728.68 ms [2021-09-24 22:33:35 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1724.3 ms [2021-09-24 22:33:36 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1701.42 ms [2021-09-24 22:33:38 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1699.69 ms [2021-09-24 22:33:40 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1700.44 ms [2021-09-24 22:33:41 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1725.23 ms [2021-09-24 22:33:43 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1719.38 ms [2021-09-24 22:33:45 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1728.06 ms [2021-09-24 22:33:47 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1722.65 ms [2021-09-24 22:33:48 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1725.03 ms [2021-09-24 22:33:50 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1722.26 ms [2021-09-24 22:33:52 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1722.47 ms [2021-09-24 22:33:54 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1715.08 ms [2021-09-24 22:33:55 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1718.24 ms [2021-09-24 22:33:57 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1715.07 ms [2021-09-24 22:33:59 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1698.55 ms [2021-09-24 22:33:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-09-24 22:33:59 main:603] : INFO : Saving end state to config to file [2021-09-24 22:33:59 main:608] : INFO : Success, exiting.. 22:33:59 (6228): 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)