Task 5144533
| Name | ParityMachine-1619234144-19556-2_0 |
| Workunit | 3090365 |
| Created | 4 May 2021, 7:14:46 UTC |
| Sent | 13 May 2021, 5:44:44 UTC |
| Report deadline | 20 May 2021, 5:44:44 UTC |
| Received | 13 May 2021, 7:45:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 3 sec |
| CPU time | 59 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4 main:574] : INFO : Epoch 1542 | loss: 0.0312071 | val_loss: 0.0312172 | Time: 1742.1 ms [2021-05-13 02:32:36 main:574] : INFO : Epoch 1543 | loss: 0.0312076 | val_loss: 0.0312172 | Time: 1744.05 ms [2021-05-13 02:32:38 main:574] : INFO : Epoch 1544 | loss: 0.031207 | val_loss: 0.031217 | Time: 1763.23 ms [2021-05-13 02:32:39 main:574] : INFO : Epoch 1545 | loss: 0.031207 | val_loss: 0.031216 | Time: 1755.14 ms [2021-05-13 02:32:41 main:574] : INFO : Epoch 1546 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 1746.54 ms [2021-05-13 02:32:43 main:574] : INFO : Epoch 1547 | loss: 0.0312068 | val_loss: 0.031217 | Time: 1746.15 ms [2021-05-13 02:32:45 main:574] : INFO : Epoch 1548 | loss: 0.031207 | val_loss: 0.0312158 | Time: 1757.29 ms [2021-05-13 02:32:47 main:574] : INFO : Epoch 1549 | loss: 0.0312077 | val_loss: 0.0312155 | Time: 1748.7 ms [2021-05-13 02:32:48 main:574] : INFO : Epoch 1550 | loss: 0.031207 | val_loss: 0.0312169 | Time: 1750.76 ms [2021-05-13 02:32:50 main:574] : INFO : Epoch 1551 | loss: 0.0312067 | val_loss: 0.0312155 | Time: 1759.28 ms [2021-05-13 02:32:52 main:574] : INFO : Epoch 1552 | loss: 0.0312069 | val_loss: 0.0312155 | Time: 1767.56 ms [2021-05-13 02:32:54 main:574] : INFO : Epoch 1553 | loss: 0.0312069 | val_loss: 0.0312154 | Time: 1744.21 ms [2021-05-13 02:32:55 main:574] : INFO : Epoch 1554 | loss: 0.0312066 | val_loss: 0.031216 | Time: 1749.24 ms [2021-05-13 02:32:57 main:574] : INFO : Epoch 1555 | loss: 0.0312076 | val_loss: 0.0312155 | Time: 1747.55 ms [2021-05-13 02:32:59 main:574] : INFO : Epoch 1556 | loss: 0.0312071 | val_loss: 0.0312173 | Time: 1735.89 ms [2021-05-13 02:33:01 main:574] : INFO : Epoch 1557 | loss: 0.0312072 | val_loss: 0.0312156 | Time: 1752.27 ms [2021-05-13 02:33:02 main:574] : INFO : Epoch 1558 | loss: 0.031207 | val_loss: 0.0312157 | Time: 1750.72 ms [2021-05-13 02:33:04 main:574] : INFO : Epoch 1559 | loss: 0.0312067 | val_loss: 0.0312159 | Time: 1741.38 ms [2021-05-13 02:33:06 main:574] : INFO : Epoch 1560 | loss: 0.0312071 | val_loss: 0.0312161 | Time: 1747.29 ms [2021-05-13 02:33:08 main:574] : INFO : Epoch 1561 | loss: 0.031207 | val_loss: 0.031216 | Time: 1762.13 ms [2021-05-13 02:33:09 main:574] : INFO : Epoch 1562 | loss: 0.0312076 | val_loss: 0.0312166 | Time: 1756.05 ms [2021-05-13 02:33:11 main:574] : INFO : Epoch 1563 | loss: 0.031207 | val_loss: 0.0312162 | Time: 1748.48 ms [2021-05-13 02:33:13 main:574] : INFO : Epoch 1564 | loss: 0.031207 | val_loss: 0.0312169 | Time: 1746.9 ms [2021-05-13 02:33:15 main:574] : INFO : Epoch 1565 | loss: 0.0312085 | val_loss: 0.031216 | Time: 1756.4 ms [2021-05-13 02:33:16 main:574] : INFO : Epoch 1566 | loss: 0.0312082 | val_loss: 0.0312171 | Time: 1755.57 ms [2021-05-13 02:33:18 main:574] : INFO : Epoch 1567 | loss: 0.0312078 | val_loss: 0.0312167 | Time: 1748.85 ms [2021-05-13 02:33:20 main:574] : INFO : Epoch 1568 | loss: 0.031208 | val_loss: 0.0312183 | Time: 1740.97 ms [2021-05-13 02:33:22 main:574] : INFO : Epoch 1569 | loss: 0.0312081 | val_loss: 0.0312178 | Time: 1754.05 ms [2021-05-13 02:33:23 main:574] : INFO : Epoch 1570 | loss: 0.0312083 | val_loss: 0.0312181 | Time: 1752.61 ms [2021-05-13 02:33:25 main:574] : INFO : Epoch 1571 | loss: 0.03121 | val_loss: 0.0312207 | Time: 1757.39 ms [2021-05-13 02:33:27 main:574] : INFO : Epoch 1572 | loss: 0.0312093 | val_loss: 0.0312181 | Time: 1748.65 ms [2021-05-13 02:33:29 main:574] : INFO : Epoch 1573 | loss: 0.0312084 | val_loss: 0.0312171 | Time: 1740.47 ms [2021-05-13 02:33:30 main:574] : INFO : Epoch 1574 | loss: 0.0312087 | val_loss: 0.0312171 | Time: 1739.25 ms [2021-05-13 02:33:32 main:574] : INFO : Epoch 1575 | loss: 0.0312081 | val_loss: 0.0312168 | Time: 1770.45 ms [2021-05-13 02:33:34 main:574] : INFO : Epoch 1576 | loss: 0.0312083 | val_loss: 0.0312178 | Time: 1750.39 ms [2021-05-13 02:33:36 main:574] : INFO : Epoch 1577 | loss: 0.0312077 | val_loss: 0.0312212 | Time: 1752.53 ms [2021-05-13 02:33:37 main:574] : INFO : Epoch 1578 | loss: 0.0312084 | val_loss: 0.0312163 | Time: 1756.51 ms [2021-05-13 02:33:39 main:574] : INFO : Epoch 1579 | loss: 0.0312075 | val_loss: 0.0312156 | Time: 1766.4 ms [2021-05-13 02:33:41 main:574] : INFO : Epoch 1580 | loss: 0.0312067 | val_loss: 0.0312173 | Time: 1751.45 ms [2021-05-13 02:33:43 main:574] : INFO : Epoch 1581 | loss: 0.0312074 | val_loss: 0.0312158 | Time: 1741.26 ms [2021-05-13 02:33:44 main:574] : INFO : Epoch 1582 | loss: 0.031208 | val_loss: 0.0312164 | Time: 1745.46 ms [2021-05-13 02:33:46 main:574] : INFO : Epoch 1583 | loss: 0.0312082 | val_loss: 0.0312204 | Time: 1738.94 ms [2021-05-13 02:33:48 main:574] : INFO : Epoch 1584 | loss: 0.031209 | val_loss: 0.031216 | Time: 1739.8 ms [2021-05-13 02:33:50 main:574] : INFO : Epoch 1585 | loss: 0.0312073 | val_loss: 0.0312155 | Time: 1746.53 ms [2021-05-13 02:33:51 main:574] : INFO : Epoch 1586 | loss: 0.0312094 | val_loss: 0.0312159 | Time: 1750.04 ms [2021-05-13 02:33:53 main:574] : INFO : Epoch 1587 | loss: 0.0312075 | val_loss: 0.0312166 | Time: 1758.07 ms [2021-05-13 02:33:55 main:574] : INFO : Epoch 1588 | loss: 0.0312069 | val_loss: 0.0312166 | Time: 1760.94 ms [2021-05-13 02:33:57 main:574] : INFO : Epoch 1589 | loss: 0.0312066 | val_loss: 0.0312169 | Time: 1751.23 ms [2021-05-13 02:33:59 main:574] : INFO : Epoch 1590 | loss: 0.0312075 | val_loss: 0.0312177 | Time: 1760.61 ms [2021-05-13 02:34:00 main:574] : INFO : Epoch 1591 | loss: 0.0312086 | val_loss: 0.0312182 | Time: 1747.15 ms [2021-05-13 02:34:02 main:574] : INFO : Epoch 1592 | loss: 0.0312077 | val_loss: 0.0312163 | Time: 1748.83 ms [2021-05-13 02:34:04 main:574] : INFO : Epoch 1593 | loss: 0.0312071 | val_loss: 0.0312164 | Time: 1752.79 ms [2021-05-13 02:34:06 main:574] : INFO : Epoch 1594 | loss: 0.0312078 | val_loss: 0.0312179 | Time: 1757 ms [2021-05-13 02:34:07 main:574] : INFO : Epoch 1595 | loss: 0.0312072 | val_loss: 0.0312154 | Time: 1751.13 ms [2021-05-13 02:34:09 main:574] : INFO : Epoch 1596 | loss: 0.0312069 | val_loss: 0.0312157 | Time: 1750.7 ms [2021-05-13 02:34:11 main:574] : INFO : Epoch 1597 | loss: 0.0312079 | val_loss: 0.0312162 | Time: 1744.77 ms [2021-05-13 02:34:13 main:574] : INFO : Epoch 1598 | loss: 0.0312071 | val_loss: 0.0312165 | Time: 1763.8 ms [2021-05-13 02:34:14 main:574] : INFO : Epoch 1599 | loss: 0.0312069 | val_loss: 0.0312167 | Time: 1742.18 ms [2021-05-13 02:34:16 main:574] : INFO : Epoch 1600 | loss: 0.0312077 | val_loss: 0.0312159 | Time: 1760.7 ms [2021-05-13 02:34:18 main:574] : INFO : Epoch 1601 | loss: 0.0312072 | val_loss: 0.0312165 | Time: 1752.93 ms [2021-05-13 02:34:20 main:574] : INFO : Epoch 1602 | loss: 0.0312068 | val_loss: 0.0312174 | Time: 1744.86 ms [2021-05-13 02:34:21 main:574] : INFO : Epoch 1603 | loss: 0.031207 | val_loss: 0.0312155 | Time: 1732.89 ms [2021-05-13 02:34:23 main:574] : INFO : Epoch 1604 | loss: 0.0312075 | val_loss: 0.0312167 | Time: 1752.18 ms [2021-05-13 02:34:25 main:574] : INFO : Epoch 1605 | loss: 0.0312074 | val_loss: 0.0312157 | Time: 1759.43 ms [2021-05-13 02:34:27 main:574] : INFO : Epoch 1606 | loss: 0.0312068 | val_loss: 0.0312156 | Time: 1753.16 ms [2021-05-13 02:34:28 main:574] : INFO : Epoch 1607 | loss: 0.0312087 | val_loss: 0.0312167 | Time: 1745.57 ms [2021-05-13 02:34:30 main:574] : INFO : Epoch 1608 | loss: 0.0312084 | val_loss: 0.0312163 | Time: 1758.55 ms [2021-05-13 02:34:32 main:574] : INFO : Epoch 1609 | loss: 0.031211 | val_loss: 0.0312173 | Time: 1751.1 ms [2021-05-13 02:34:34 main:574] : INFO : Epoch 1610 | loss: 0.031209 | val_loss: 0.0312174 | Time: 1762.42 ms [2021-05-13 02:34:35 main:574] : INFO : Epoch 1611 | loss: 0.0312081 | val_loss: 0.0312189 | Time: 1749.06 ms [2021-05-13 02:34:37 main:574] : INFO : Epoch 1612 | loss: 0.0312077 | val_loss: 0.0312159 | Time: 1746.3 ms [2021-05-13 02:34:39 main:574] : INFO : Epoch 1613 | loss: 0.0312071 | val_loss: 0.0312159 | Time: 1751.59 ms [2021-05-13 02:34:41 main:574] : INFO : Epoch 1614 | loss: 0.0312068 | val_loss: 0.0312169 | Time: 1757.18 ms [2021-05-13 02:34:42 main:574] : INFO : Epoch 1615 | loss: 0.0312068 | val_loss: 0.0312157 | Time: 1747.71 ms [2021-05-13 02:34:44 main:574] : INFO : Epoch 1616 | loss: 0.0312072 | val_loss: 0.031216 | Time: 1757.8 ms [2021-05-13 02:34:46 main:574] : INFO : Epoch 1617 | loss: 0.0312074 | val_loss: 0.0312154 | Time: 1746.32 ms [2021-05-13 02:34:48 main:574] : INFO : Epoch 1618 | loss: 0.0312081 | val_loss: 0.0312163 | Time: 1746.55 ms [2021-05-13 02:34:49 main:574] : INFO : Epoch 1619 | loss: 0.0312077 | val_loss: 0.0312155 | Time: 1751.52 ms [2021-05-13 02:34:51 main:574] : INFO : Epoch 1620 | loss: 0.0312071 | val_loss: 0.0312166 | Time: 1746.2 ms [2021-05-13 02:34:53 main:574] : INFO : Epoch 1621 | loss: 0.0312065 | val_loss: 0.0312175 | Time: 1760.13 ms [2021-05-13 02:34:55 main:574] : INFO : Epoch 1622 | loss: 0.031207 | val_loss: 0.0312167 | Time: 1751.14 ms [2021-05-13 02:34:56 main:574] : INFO : Epoch 1623 | loss: 0.0312068 | val_loss: 0.0312165 | Time: 1751.84 ms [2021-05-13 02:34:58 main:574] : INFO : Epoch 1624 | loss: 0.0312069 | val_loss: 0.0312155 | Time: 1740.6 ms [2021-05-13 02:35:00 main:574] : INFO : Epoch 1625 | loss: 0.0312072 | val_loss: 0.0312165 | Time: 1745.6 ms [2021-05-13 02:35:02 main:574] : INFO : Epoch 1626 | loss: 0.0312071 | val_loss: 0.0312186 | Time: 1742.62 ms [2021-05-13 02:35:03 main:574] : INFO : Epoch 1627 | loss: 0.0312074 | val_loss: 0.031216 | Time: 1763.37 ms [2021-05-13 02:35:05 main:574] : INFO : Epoch 1628 | loss: 0.0312068 | val_loss: 0.0312174 | Time: 1757.86 ms [2021-05-13 02:35:07 main:574] : INFO : Epoch 1629 | loss: 0.0312072 | val_loss: 0.0312171 | Time: 1739.79 ms [2021-05-13 02:35:09 main:574] : INFO : Epoch 1630 | loss: 0.0312072 | val_loss: 0.0312158 | Time: 1745.02 ms [2021-05-13 02:35:10 main:574] : INFO : Epoch 1631 | loss: 0.0312069 | val_loss: 0.0312157 | Time: 1742.76 ms [2021-05-13 02:35:12 main:574] : INFO : Epoch 1632 | loss: 0.0312073 | val_loss: 0.0312168 | Time: 1745.55 ms [2021-05-13 02:35:14 main:574] : INFO : Epoch 1633 | loss: 0.0312077 | val_loss: 0.0312201 | Time: 1740.52 ms [2021-05-13 02:35:16 main:574] : INFO : Epoch 1634 | loss: 0.0312079 | val_loss: 0.0312161 | Time: 1745.65 ms [2021-05-13 02:35:17 main:574] : INFO : Epoch 1635 | loss: 0.0312069 | val_loss: 0.0312161 | Time: 1736.4 ms [2021-05-13 02:35:19 main:574] : INFO : Epoch 1636 | loss: 0.0312079 | val_loss: 0.0312179 | Time: 1749.75 ms [2021-05-13 02:35:21 main:574] : INFO : Epoch 1637 | loss: 0.0312078 | val_loss: 0.0312202 | Time: 1748 ms [2021-05-13 02:35:23 main:574] : INFO : Epoch 1638 | loss: 0.0312074 | val_loss: 0.0312157 | Time: 1740.02 ms [2021-05-13 02:35:24 main:574] : INFO : Epoch 1639 | loss: 0.0312073 | val_loss: 0.0312214 | Time: 1755.84 ms [2021-05-13 02:35:26 main:574] : INFO : Epoch 1640 | loss: 0.0312085 | val_loss: 0.0312182 | Time: 1754.93 ms [2021-05-13 02:35:28 main:574] : INFO : Epoch 1641 | loss: 0.0312088 | val_loss: 0.031219 | Time: 1755.74 ms [2021-05-13 02:35:30 main:574] : INFO : Epoch 1642 | loss: 0.0312076 | val_loss: 0.0312169 | Time: 1741.82 ms [2021-05-13 02:35:32 main:574] : INFO : Epoch 1643 | loss: 0.0312073 | val_loss: 0.0312159 | Time: 1747.29 ms [2021-05-13 02:35:33 main:574] : INFO : Epoch 1644 | loss: 0.0312069 | val_loss: 0.0312158 | Time: 1765.23 ms [2021-05-13 02:35:35 main:574] : INFO : Epoch 1645 | loss: 0.0312075 | val_loss: 0.0312162 | Time: 1741.05 ms [2021-05-13 02:35:37 main:574] : INFO : Epoch 1646 | loss: 0.0312071 | val_loss: 0.0312162 | Time: 1754.11 ms [2021-05-13 02:35:39 main:574] : INFO : Epoch 1647 | loss: 0.0312079 | val_loss: 0.031216 | Time: 1749.41 ms [2021-05-13 02:35:40 main:574] : INFO : Epoch 1648 | loss: 0.0312068 | val_loss: 0.0312162 | Time: 1747.41 ms [2021-05-13 02:35:42 main:574] : INFO : Epoch 1649 | loss: 0.0312078 | val_loss: 0.0312161 | Time: 1749.27 ms [2021-05-13 02:35:44 main:574] : INFO : Epoch 1650 | loss: 0.0312081 | val_loss: 0.0312174 | Time: 1755.84 ms [2021-05-13 02:35:46 main:574] : INFO : Epoch 1651 | loss: 0.0312076 | val_loss: 0.031216 | Time: 1778.9 ms [2021-05-13 02:35:47 main:574] : INFO : Epoch 1652 | loss: 0.0312067 | val_loss: 0.031216 | Time: 1744.34 ms [2021-05-13 02:35:49 main:574] : INFO : Epoch 1653 | loss: 0.0312071 | val_loss: 0.0312169 | Time: 1745.84 ms [2021-05-13 02:35:51 main:574] : INFO : Epoch 1654 | loss: 0.0312067 | val_loss: 0.0312156 | Time: 1749.2 ms [2021-05-13 02:35:53 main:574] : INFO : Epoch 1655 | loss: 0.0312071 | val_loss: 0.0312154 | Time: 1749.89 ms [2021-05-13 02:35:54 main:574] : INFO : Epoch 1656 | loss: 0.031208 | val_loss: 0.0312157 | Time: 1739.18 ms [2021-05-13 02:35:56 main:574] : INFO : Epoch 1657 | loss: 0.0312083 | val_loss: 0.0312181 | Time: 1759.91 ms [2021-05-13 02:35:58 main:574] : INFO : Epoch 1658 | loss: 0.0312088 | val_loss: 0.0312156 | Time: 1746.66 ms [2021-05-13 02:36:00 main:574] : INFO : Epoch 1659 | loss: 0.0312071 | val_loss: 0.0312179 | Time: 1746.41 ms [2021-05-13 02:36:01 main:574] : INFO : Epoch 1660 | loss: 0.0312072 | val_loss: 0.031216 | Time: 1757.44 ms [2021-05-13 02:36:03 main:574] : INFO : Epoch 1661 | loss: 0.0312076 | val_loss: 0.0312186 | Time: 1752.7 ms [2021-05-13 02:36:05 main:574] : INFO : Epoch 1662 | loss: 0.0312079 | val_loss: 0.0312232 | Time: 1742.9 ms [2021-05-13 02:36:07 main:574] : INFO : Epoch 1663 | loss: 0.0312099 | val_loss: 0.0312197 | Time: 1757.51 ms [2021-05-13 02:36:08 main:574] : INFO : Epoch 1664 | loss: 0.0312111 | val_loss: 0.0312168 | Time: 1748.25 ms [2021-05-13 02:36:10 main:574] : INFO : Epoch 1665 | loss: 0.0312379 | val_loss: 0.0355478 | Time: 1756.79 ms [2021-05-13 02:36:12 main:574] : INFO : Epoch 1666 | loss: 0.0325947 | val_loss: 0.0314418 | Time: 1747.94 ms [2021-05-13 02:36:14 main:574] : INFO : Epoch 1667 | loss: 0.031383 | val_loss: 0.0312563 | Time: 1751.72 ms [2021-05-13 02:36:15 main:574] : INFO : Epoch 1668 | loss: 0.0312329 | val_loss: 0.031223 | Time: 1753.33 ms [2021-05-13 02:36:17 main:574] : INFO : Epoch 1669 | loss: 0.0312107 | val_loss: 0.0312182 | Time: 1747.22 ms [2021-05-13 02:36:19 main:574] : INFO : Epoch 1670 | loss: 0.0312078 | val_loss: 0.0312164 | Time: 1747.87 ms [2021-05-13 02:36:21 main:574] : INFO : Epoch 1671 | loss: 0.031207 | val_loss: 0.031216 | Time: 1764.91 ms [2021-05-13 02:36:22 main:574] : INFO : Epoch 1672 | loss: 0.0312071 | val_loss: 0.0312164 | Time: 1742.75 ms [2021-05-13 02:36:24 main:574] : INFO : Epoch 1673 | loss: 0.0312068 | val_loss: 0.0312184 | Time: 1744.1 ms [2021-05-13 02:36:26 main:574] : INFO : Epoch 1674 | loss: 0.0312071 | val_loss: 0.0312168 | Time: 1761.74 ms [2021-05-13 02:36:28 main:574] : INFO : Epoch 1675 | loss: 0.0312068 | val_loss: 0.031217 | Time: 1739.58 ms [2021-05-13 02:36:29 main:574] : INFO : Epoch 1676 | loss: 0.0312068 | val_loss: 0.0312161 | Time: 1750.23 ms [2021-05-13 02:36:31 main:574] : INFO : Epoch 1677 | loss: 0.031207 | val_loss: 0.0312164 | Time: 1743.55 ms [2021-05-13 02:36:33 main:574] : INFO : Epoch 1678 | loss: 0.031207 | val_loss: 0.0312167 | Time: 1736.36 ms [2021-05-13 02:36:35 main:574] : INFO : Epoch 1679 | loss: 0.0312073 | val_loss: 0.0312166 | Time: 1745.69 ms [2021-05-13 02:36:36 main:574] : INFO : Epoch 1680 | loss: 0.0312074 | val_loss: 0.0312162 | Time: 1743.99 ms [2021-05-13 02:36:38 main:574] : INFO : Epoch 1681 | loss: 0.0312068 | val_loss: 0.0312162 | Time: 1736.69 ms [2021-05-13 02:36:40 main:574] : INFO : Epoch 1682 | loss: 0.0312069 | val_loss: 0.031216 | Time: 1751.11 ms [2021-05-13 02:36:42 main:574] : INFO : Epoch 1683 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 1746.05 ms [2021-05-13 02:36:43 main:574] : INFO : Epoch 1684 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 1751.28 ms [2021-05-13 02:36:45 main:574] : INFO : Epoch 1685 | loss: 0.0312071 | val_loss: 0.031216 | Time: 1761.56 ms [2021-05-13 02:36:47 main:574] : INFO : Epoch 1686 | loss: 0.0312067 | val_loss: 0.0312165 | Time: 1754.3 ms [2021-05-13 02:36:49 main:574] : INFO : Epoch 1687 | loss: 0.0312069 | val_loss: 0.0312159 | Time: 1750.42 ms [2021-05-13 02:36:50 main:574] : INFO : Epoch 1688 | loss: 0.0312066 | val_loss: 0.0312159 | Time: 1747.73 ms [2021-05-13 02:36:52 main:574] : INFO : Epoch 1689 | loss: 0.0312072 | val_loss: 0.0312161 | Time: 1749.63 ms [2021-05-13 02:36:54 main:574] : INFO : Epoch 1690 | loss: 0.0312075 | val_loss: 0.0312167 | Time: 1748.55 ms [2021-05-13 02:36:56 main:574] : INFO : Epoch 1691 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 1754.74 ms [2021-05-13 02:36:57 main:574] : INFO : Epoch 1692 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 1752.85 ms [2021-05-13 02:36:59 main:574] : INFO : Epoch 1693 | loss: 0.0312067 | val_loss: 0.0312159 | Time: 1759.09 ms [2021-05-13 02:37:01 main:574] : INFO : Epoch 1694 | loss: 0.0312071 | val_loss: 0.0312159 | Time: 1758.05 ms [2021-05-13 02:37:03 main:574] : INFO : Epoch 1695 | loss: 0.0312068 | val_loss: 0.0312168 | Time: 1758.27 ms [2021-05-13 02:37:05 main:574] : INFO : Epoch 1696 | loss: 0.0312071 | val_loss: 0.0312159 | Time: 1744.47 ms [2021-05-13 02:37:06 main:574] : INFO : Epoch 1697 | loss: 0.0312066 | val_loss: 0.0312165 | Time: 1741.37 ms [2021-05-13 02:37:08 main:574] : INFO : Epoch 1698 | loss: 0.031207 | val_loss: 0.0312172 | Time: 1752.21 ms [2021-05-13 02:37:10 main:574] : INFO : Epoch 1699 | loss: 0.0312079 | val_loss: 0.0312183 | Time: 1750.58 ms [2021-05-13 02:37:12 main:574] : INFO : Epoch 1700 | loss: 0.0312073 | val_loss: 0.0312161 | Time: 1742.75 ms [2021-05-13 02:37:13 main:574] : INFO : Epoch 1701 | loss: 0.0312067 | val_loss: 0.0312158 | Time: 1750.6 ms [2021-05-13 02:37:15 main:574] : INFO : Epoch 1702 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 1754.21 ms [2021-05-13 02:37:17 main:574] : INFO : Epoch 1703 | loss: 0.0312066 | val_loss: 0.0312163 | Time: 1755.28 ms [2021-05-13 02:37:19 main:574] : INFO : Epoch 1704 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 1744.67 ms [2021-05-13 02:37:20 main:574] : INFO : Epoch 1705 | loss: 0.0312069 | val_loss: 0.031216 | Time: 1740.86 ms [2021-05-13 02:37:22 main:574] : INFO : Epoch 1706 | loss: 0.0312066 | val_loss: 0.0312165 | Time: 1758.17 ms [2021-05-13 02:37:24 main:574] : INFO : Epoch 1707 | loss: 0.0312069 | val_loss: 0.0312157 | Time: 1760.55 ms [2021-05-13 02:37:26 main:574] : INFO : Epoch 1708 | loss: 0.0312066 | val_loss: 0.0312164 | Time: 1746.11 ms [2021-05-13 02:37:27 main:574] : INFO : Epoch 1709 | loss: 0.0312068 | val_loss: 0.0312155 | Time: 1750.48 ms [2021-05-13 02:37:29 main:574] : INFO : Epoch 1710 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 1741.84 ms [2021-05-13 02:37:31 main:574] : INFO : Epoch 1711 | loss: 0.0312068 | val_loss: 0.0312159 | Time: 1743.24 ms [2021-05-13 02:37:33 main:574] : INFO : Epoch 1712 | loss: 0.0312073 | val_loss: 0.0312164 | Time: 1754.23 ms [2021-05-13 02:37:34 main:574] : INFO : Epoch 1713 | loss: 0.0312071 | val_loss: 0.0312165 | Time: 1744.48 ms [2021-05-13 02:37:36 main:574] : INFO : Epoch 1714 | loss: 0.031207 | val_loss: 0.0312165 | Time: 1747.76 ms [2021-05-13 02:37:38 main:574] : INFO : Epoch 1715 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 1754.98 ms [2021-05-13 02:37:40 main:574] : INFO : Epoch 1716 | loss: 0.0312072 | val_loss: 0.0312171 | Time: 1758.71 ms [2021-05-13 02:37:41 main:574] : INFO : Epoch 1717 | loss: 0.0312076 | val_loss: 0.031217 | Time: 1749.23 ms [2021-05-13 02:37:43 main:574] : INFO : Epoch 1718 | loss: 0.031207 | val_loss: 0.0312163 | Time: 1747.48 ms [2021-05-13 02:37:45 main:574] : INFO : Epoch 1719 | loss: 0.0312068 | val_loss: 0.0312158 | Time: 1750.32 ms [2021-05-13 02:37:47 main:574] : INFO : Epoch 1720 | loss: 0.0312067 | val_loss: 0.0312162 | Time: 1773.01 ms [2021-05-13 02:37:48 main:574] : INFO : Epoch 1721 | loss: 0.0312067 | val_loss: 0.0312157 | Time: 1754.34 ms [2021-05-13 02:37:50 main:574] : INFO : Epoch 1722 | loss: 0.0312068 | val_loss: 0.0312182 | Time: 1751.07 ms [2021-05-13 02:37:52 main:574] : INFO : Epoch 1723 | loss: 0.031208 | val_loss: 0.0312164 | Time: 1740.48 ms [2021-05-13 02:37:54 main:574] : INFO : Epoch 1724 | loss: 0.031207 | val_loss: 0.031216 | Time: 1746.12 ms [2021-05-13 02:37:55 main:574] : INFO : Epoch 1725 | loss: 0.0312066 | val_loss: 0.0312163 | Time: 1757.47 ms [2021-05-13 02:37:57 main:574] : INFO : Epoch 1726 | loss: 0.031207 | val_loss: 0.0312159 | Time: 1758.91 ms [2021-05-13 02:37:59 main:574] : INFO : Epoch 1727 | loss: 0.0312076 | val_loss: 0.0312177 | Time: 1758.97 ms [2021-05-13 02:38:01 main:574] : INFO : Epoch 1728 | loss: 0.0312075 | val_loss: 0.0312163 | Time: 1758.9 ms [2021-05-13 02:38:02 main:574] : INFO : Epoch 1729 | loss: 0.0312071 | val_loss: 0.0312176 | Time: 1752.7 ms [2021-05-13 02:38:04 main:574] : INFO : Epoch 1730 | loss: 0.0312079 | val_loss: 0.0312171 | Time: 1739.01 ms [2021-05-13 02:38:06 main:574] : INFO : Epoch 1731 | loss: 0.0312072 | val_loss: 0.03122 | Time: 1761.14 ms [2021-05-13 02:38:08 main:574] : INFO : Epoch 1732 | loss: 0.0312082 | val_loss: 0.0312165 | Time: 1743.59 ms [2021-05-13 02:38:09 main:574] : INFO : Epoch 1733 | loss: 0.0312068 | val_loss: 0.0312162 | Time: 1741.72 ms [2021-05-13 02:38:11 main:574] : INFO : Epoch 1734 | loss: 0.0312068 | val_loss: 0.0312172 | Time: 1735.94 ms [2021-05-13 02:38:13 main:574] : INFO : Epoch 1735 | loss: 0.0312067 | val_loss: 0.0312159 | Time: 1767.18 ms [2021-05-13 02:38:15 main:574] : INFO : Epoch 1736 | loss: 0.0312069 | val_loss: 0.0312161 | Time: 1758.65 ms [2021-05-13 02:38:17 main:574] : INFO : Epoch 1737 | loss: 0.0312067 | val_loss: 0.0312159 | Time: 1753.43 ms [2021-05-13 02:38:18 main:574] : INFO : Epoch 1738 | loss: 0.0312069 | val_loss: 0.0312157 | Time: 1752.87 ms [2021-05-13 02:38:20 main:574] : INFO : Epoch 1739 | loss: 0.0312073 | val_loss: 0.0312168 | Time: 1761.93 ms [2021-05-13 02:38:22 main:574] : INFO : Epoch 1740 | loss: 0.0312092 | val_loss: 0.0312173 | Time: 1749.43 ms [2021-05-13 02:38:24 main:574] : INFO : Epoch 1741 | loss: 0.0312078 | val_loss: 0.031216 | Time: 1760.16 ms [2021-05-13 02:38:25 main:574] : INFO : Epoch 1742 | loss: 0.0312069 | val_loss: 0.0312163 | Time: 1748.3 ms [2021-05-13 02:38:27 main:574] : INFO : Epoch 1743 | loss: 0.031207 | val_loss: 0.0312162 | Time: 1749.86 ms [2021-05-13 02:38:29 main:574] : INFO : Epoch 1744 | loss: 0.0312081 | val_loss: 0.0312168 | Time: 1753.56 ms [2021-05-13 02:38:31 main:574] : INFO : Epoch 1745 | loss: 0.0312075 | val_loss: 0.0312163 | Time: 1751.58 ms [2021-05-13 02:38:32 main:574] : INFO : Epoch 1746 | loss: 0.0312071 | val_loss: 0.0312161 | Time: 1750.76 ms [2021-05-13 02:38:34 main:574] : INFO : Epoch 1747 | loss: 0.0312068 | val_loss: 0.0312162 | Time: 1753.15 ms [2021-05-13 02:38:36 main:574] : INFO : Epoch 1748 | loss: 0.0312072 | val_loss: 0.0312164 | Time: 1746.66 ms [2021-05-13 02:38:38 main:574] : INFO : Epoch 1749 | loss: 0.0312068 | val_loss: 0.0312157 | Time: 1745.35 ms [2021-05-13 02:38:39 main:574] : INFO : Epoch 1750 | loss: 0.031207 | val_loss: 0.0312159 | Time: 1756.63 ms [2021-05-13 02:38:41 main:574] : INFO : Epoch 1751 | loss: 0.0312067 | val_loss: 0.0312158 | Time: 1754.4 ms [2021-05-13 02:38:43 main:574] : INFO : Epoch 1752 | loss: 0.0312077 | val_loss: 0.0312155 | Time: 1748.91 ms [2021-05-13 02:38:45 main:574] : INFO : Epoch 1753 | loss: 0.0312083 | val_loss: 0.031216 | Time: 1751.96 ms [2021-05-13 02:38:46 main:574] : INFO : Epoch 1754 | loss: 0.0312078 | val_loss: 0.0312166 | Time: 1752.45 ms [2021-05-13 02:38:48 main:574] : INFO : Epoch 1755 | loss: 0.0312068 | val_loss: 0.0312158 | Time: 1749.4 ms [2021-05-13 02:38:50 main:574] : INFO : Epoch 1756 | loss: 0.0312066 | val_loss: 0.0312169 | Time: 1749.37 ms [2021-05-13 02:38:52 main:574] : INFO : Epoch 1757 | loss: 0.0312072 | val_loss: 0.0312161 | Time: 1760.33 ms [2021-05-13 02:38:53 main:574] : INFO : Epoch 1758 | loss: 0.0312071 | val_loss: 0.0312176 | Time: 1745.39 ms [2021-05-13 02:38:55 main:574] : INFO : Epoch 1759 | loss: 0.0312074 | val_loss: 0.0312164 | Time: 1748.89 ms [2021-05-13 02:38:57 main:574] : INFO : Epoch 1760 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 1748.92 ms [2021-05-13 02:38:59 main:574] : INFO : Epoch 1761 | loss: 0.0312067 | val_loss: 0.0312158 | Time: 1757.59 ms [2021-05-13 02:39:00 main:574] : INFO : Epoch 1762 | loss: 0.0312071 | val_loss: 0.031217 | Time: 1750.14 ms [2021-05-13 02:39:02 main:574] : INFO : Epoch 1763 | loss: 0.0312069 | val_loss: 0.0312177 | Time: 1748.73 ms [2021-05-13 02:39:04 main:574] : INFO : Epoch 1764 | loss: 0.0312074 | val_loss: 0.0312159 | Time: 1751.66 ms [2021-05-13 02:39:06 main:574] : INFO : Epoch 1765 | loss: 0.0312072 | val_loss: 0.0312157 | Time: 1759.7 ms [2021-05-13 02:39:07 main:574] : INFO : Epoch 1766 | loss: 0.0312073 | val_loss: 0.0312166 | Time: 1749.73 ms [2021-05-13 02:39:09 main:574] : INFO : Epoch 1767 | loss: 0.0312071 | val_loss: 0.0312162 | Time: 1745.31 ms [2021-05-13 02:39:11 main:574] : INFO : Epoch 1768 | loss: 0.0312066 | val_loss: 0.031216 | Time: 1763.21 ms [2021-05-13 02:39:13 main:574] : INFO : Epoch 1769 | loss: 0.031207 | val_loss: 0.0312163 | Time: 1758.48 ms [2021-05-13 02:39:15 main:574] : INFO : Epoch 1770 | loss: 0.0312076 | val_loss: 0.0312164 | Time: 1747.61 ms [2021-05-13 02:39:16 main:574] : INFO : Epoch 1771 | loss: 0.0312078 | val_loss: 0.0312186 | Time: 1770.8 ms [2021-05-13 02:39:18 main:574] : INFO : Epoch 1772 | loss: 0.031208 | val_loss: 0.0312162 | Time: 1756.76 ms [2021-05-13 02:39:20 main:574] : INFO : Epoch 1773 | loss: 0.0312071 | val_loss: 0.0312168 | Time: 1746.28 ms [2021-05-13 02:39:22 main:574] : INFO : Epoch 1774 | loss: 0.0312072 | val_loss: 0.0312157 | Time: 1743.08 ms [2021-05-13 02:39:23 main:574] : INFO : Epoch 1775 | loss: 0.0312069 | val_loss: 0.0312166 | Time: 1743.63 ms [2021-05-13 02:39:25 main:574] : INFO : Epoch 1776 | loss: 0.0312069 | val_loss: 0.0312159 | Time: 1758.29 ms [2021-05-13 02:39:27 main:574] : INFO : Epoch 1777 | loss: 0.0312066 | val_loss: 0.031216 | Time: 1744.28 ms [2021-05-13 02:39:29 main:574] : INFO : Epoch 1778 | loss: 0.031207 | val_loss: 0.0312159 | Time: 1748.64 ms [2021-05-13 02:39:30 main:574] : INFO : Epoch 1779 | loss: 0.0312069 | val_loss: 0.0312161 | Time: 1747.45 ms [2021-05-13 02:39:32 main:574] : INFO : Epoch 1780 | loss: 0.0312069 | val_loss: 0.0312175 | Time: 1743.79 ms [2021-05-13 02:39:34 main:574] : INFO : Epoch 1781 | loss: 0.0312074 | val_loss: 0.0312159 | Time: 1740.5 ms [2021-05-13 02:39:36 main:574] : INFO : Epoch 1782 | loss: 0.0312071 | val_loss: 0.031216 | Time: 1748.46 ms [2021-05-13 02:39:37 main:574] : INFO : Epoch 1783 | loss: 0.0312071 | val_loss: 0.0312156 | Time: 1757.58 ms [2021-05-13 02:39:39 main:574] : INFO : Epoch 1784 | loss: 0.0312076 | val_loss: 0.0312167 | Time: 1740.6 ms [2021-05-13 02:39:41 main:574] : INFO : Epoch 1785 | loss: 0.0312068 | val_loss: 0.031216 | Time: 1746.06 ms [2021-05-13 02:39:43 main:574] : INFO : Epoch 1786 | loss: 0.0312071 | val_loss: 0.0312185 | Time: 1753.69 ms [2021-05-13 02:39:44 main:574] : INFO : Epoch 1787 | loss: 0.0312089 | val_loss: 0.0312169 | Time: 1748.37 ms [2021-05-13 02:39:46 main:574] : INFO : Epoch 1788 | loss: 0.0312073 | val_loss: 0.0312162 | Time: 1747.51 ms [2021-05-13 02:39:48 main:574] : INFO : Epoch 1789 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 1753.09 ms [2021-05-13 02:39:50 main:574] : INFO : Epoch 1790 | loss: 0.0312067 | val_loss: 0.0312158 | Time: 1753.09 ms [2021-05-13 02:39:51 main:574] : INFO : Epoch 1791 | loss: 0.0312066 | val_loss: 0.031216 | Time: 1753.1 ms [2021-05-13 02:39:53 main:574] : INFO : Epoch 1792 | loss: 0.0312066 | val_loss: 0.0312163 | Time: 1744.93 ms [2021-05-13 02:39:55 main:574] : INFO : Epoch 1793 | loss: 0.0312079 | val_loss: 0.0312168 | Time: 1745.42 ms [2021-05-13 02:39:57 main:574] : INFO : Epoch 1794 | loss: 0.0312078 | val_loss: 0.0312161 | Time: 1765.23 ms [2021-05-13 02:39:58 main:574] : INFO : Epoch 1795 | loss: 0.0312068 | val_loss: 0.0312163 | Time: 1745.57 ms [2021-05-13 02:40:00 main:574] : INFO : Epoch 1796 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1760.7 ms [2021-05-13 02:40:02 main:574] : INFO : Epoch 1797 | loss: 0.0312069 | val_loss: 0.0312162 | Time: 1752.76 ms [2021-05-13 02:40:04 main:574] : INFO : Epoch 1798 | loss: 0.0312073 | val_loss: 0.0312177 | Time: 1734.31 ms [2021-05-13 02:40:05 main:574] : INFO : Epoch 1799 | loss: 0.0312074 | val_loss: 0.0312154 | Time: 1756.1 ms [2021-05-13 02:40:07 main:574] : INFO : Epoch 1800 | loss: 0.0312072 | val_loss: 0.0312166 | Time: 1742.47 ms [2021-05-13 02:40:09 main:574] : INFO : Epoch 1801 | loss: 0.0312069 | val_loss: 0.031216 | Time: 1756.05 ms [2021-05-13 02:40:11 main:574] : INFO : Epoch 1802 | loss: 0.0312073 | val_loss: 0.0312183 | Time: 1744.26 ms [2021-05-13 02:40:12 main:574] : INFO : Epoch 1803 | loss: 0.0312079 | val_loss: 0.0312197 | Time: 1751.03 ms [2021-05-13 02:40:14 main:574] : INFO : Epoch 1804 | loss: 0.0312077 | val_loss: 0.0312161 | Time: 1748.85 ms [2021-05-13 02:40:16 main:574] : INFO : Epoch 1805 | loss: 0.031207 | val_loss: 0.0312161 | Time: 1754.04 ms [2021-05-13 02:40:18 main:574] : INFO : Epoch 1806 | loss: 0.0312069 | val_loss: 0.0312157 | Time: 1747.13 ms [2021-05-13 02:40:19 main:574] : INFO : Epoch 1807 | loss: 0.0312069 | val_loss: 0.0312159 | Time: 1748.63 ms [2021-05-13 02:40:21 main:574] : INFO : Epoch 1808 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 1759.72 ms [2021-05-13 02:40:23 main:574] : INFO : Epoch 1809 | loss: 0.031207 | val_loss: 0.031216 | Time: 1754.13 ms [2021-05-13 02:40:25 main:574] : INFO : Epoch 1810 | loss: 0.0312071 | val_loss: 0.0312158 | Time: 1752.38 ms [2021-05-13 02:40:26 main:574] : INFO : Epoch 1811 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1748.31 ms [2021-05-13 02:40:28 main:574] : INFO : Epoch 1812 | loss: 0.031207 | val_loss: 0.0312155 | Time: 1751.47 ms [2021-05-13 02:40:30 main:574] : INFO : Epoch 1813 | loss: 0.0312069 | val_loss: 0.0312163 | Time: 1740.85 ms [2021-05-13 02:40:32 main:574] : INFO : Epoch 1814 | loss: 0.0312075 | val_loss: 0.0312159 | Time: 1739.11 ms [2021-05-13 02:40:33 main:574] : INFO : Epoch 1815 | loss: 0.0312066 | val_loss: 0.0312154 | Time: 1750.7 ms [2021-05-13 02:40:35 main:574] : INFO : Epoch 1816 | loss: 0.0312073 | val_loss: 0.0312158 | Time: 1750.69 ms [2021-05-13 02:40:37 main:574] : INFO : Epoch 1817 | loss: 0.0312073 | val_loss: 0.0312176 | Time: 1753.09 ms [2021-05-13 02:40:39 main:574] : INFO : Epoch 1818 | loss: 0.0312068 | val_loss: 0.0312161 | Time: 1743.8 ms [2021-05-13 02:40:40 main:574] : INFO : Epoch 1819 | loss: 0.0312069 | val_loss: 0.0312178 | Time: 1750.54 ms [2021-05-13 02:40:42 main:574] : INFO : Epoch 1820 | loss: 0.0312073 | val_loss: 0.0312164 | Time: 1754.01 ms [2021-05-13 02:40:44 main:574] : INFO : Epoch 1821 | loss: 0.0312091 | val_loss: 0.0312176 | Time: 1746.14 ms [2021-05-13 02:40:46 main:574] : INFO : Epoch 1822 | loss: 0.0312074 | val_loss: 0.0312169 | Time: 1743.31 ms [2021-05-13 02:40:47 main:574] : INFO : Epoch 1823 | loss: 0.0312074 | val_loss: 0.0312158 | Time: 1743.59 ms [2021-05-13 02:40:49 main:574] : INFO : Epoch 1824 | loss: 0.0312069 | val_loss: 0.031216 | Time: 1746.66 ms [2021-05-13 02:40:51 main:574] : INFO : Epoch 1825 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 1761.87 ms [2021-05-13 02:40:53 main:574] : INFO : Epoch 1826 | loss: 0.0312094 | val_loss: 0.0312193 | Time: 1763.18 ms [2021-05-13 02:40:55 main:574] : INFO : Epoch 1827 | loss: 0.0312105 | val_loss: 0.0312198 | Time: 1754.1 ms [2021-05-13 02:40:56 main:574] : INFO : Epoch 1828 | loss: 0.0312078 | val_loss: 0.0312158 | Time: 1757.55 ms [2021-05-13 02:40:58 main:574] : INFO : Epoch 1829 | loss: 0.031209 | val_loss: 0.0312167 | Time: 1739.83 ms [2021-05-13 02:41:00 main:574] : INFO : Epoch 1830 | loss: 0.0312074 | val_loss: 0.0312175 | Time: 1753.08 ms [2021-05-13 02:41:02 main:574] : INFO : Epoch 1831 | loss: 0.0312072 | val_loss: 0.0312159 | Time: 1739.06 ms [2021-05-13 02:41:03 main:574] : INFO : Epoch 1832 | loss: 0.031207 | val_loss: 0.0312165 | Time: 1742.32 ms [2021-05-13 02:41:05 main:574] : INFO : Epoch 1833 | loss: 0.0312069 | val_loss: 0.0312167 | Time: 1749.18 ms [2021-05-13 02:41:07 main:574] : INFO : Epoch 1834 | loss: 0.0312079 | val_loss: 0.0312177 | Time: 1747.51 ms [2021-05-13 02:41:09 main:574] : INFO : Epoch 1835 | loss: 0.0312072 | val_loss: 0.0312171 | Time: 1756.86 ms [2021-05-13 02:41:10 main:574] : INFO : Epoch 1836 | loss: 0.0312075 | val_loss: 0.0312163 | Time: 1748.48 ms [2021-05-13 02:41:12 main:574] : INFO : Epoch 1837 | loss: 0.0312071 | val_loss: 0.0312156 | Time: 1749.01 ms [2021-05-13 02:41:14 main:574] : INFO : Epoch 1838 | loss: 0.031207 | val_loss: 0.0312168 | Time: 1754.8 ms [2021-05-13 02:41:16 main:574] : INFO : Epoch 1839 | loss: 0.0312072 | val_loss: 0.031217 | Time: 1752.46 ms [2021-05-13 02:41:17 main:574] : INFO : Epoch 1840 | loss: 0.0312073 | val_loss: 0.0312155 | Time: 1747.22 ms [2021-05-13 02:41:19 main:574] : INFO : Epoch 1841 | loss: 0.0312071 | val_loss: 0.0312171 | Time: 1753.34 ms [2021-05-13 02:41:21 main:574] : INFO : Epoch 1842 | loss: 0.0312069 | val_loss: 0.0312163 | Time: 1757.06 ms [2021-05-13 02:41:23 main:574] : INFO : Epoch 1843 | loss: 0.031207 | val_loss: 0.0312154 | Time: 1740.19 ms [2021-05-13 02:41:24 main:574] : INFO : Epoch 1844 | loss: 0.0312072 | val_loss: 0.0312184 | Time: 1740.16 ms [2021-05-13 02:41:26 main:574] : INFO : Epoch 1845 | loss: 0.031207 | val_loss: 0.0312157 | Time: 1752.92 ms [2021-05-13 02:41:28 main:574] : INFO : Epoch 1846 | loss: 0.0312071 | val_loss: 0.0312165 | Time: 1749.83 ms [2021-05-13 02:41:30 main:574] : INFO : Epoch 1847 | loss: 0.0312072 | val_loss: 0.0312168 | Time: 1735.51 ms [2021-05-13 02:41:31 main:574] : INFO : Epoch 1848 | loss: 0.0312071 | val_loss: 0.0312171 | Time: 1747.77 ms [2021-05-13 02:41:33 main:574] : INFO : Epoch 1849 | loss: 0.0312076 | val_loss: 0.0312183 | Time: 1737.83 ms [2021-05-13 02:41:35 main:574] : INFO : Epoch 1850 | loss: 0.0312072 | val_loss: 0.031219 | Time: 1748.67 ms [2021-05-13 02:41:37 main:574] : INFO : Epoch 1851 | loss: 0.0312076 | val_loss: 0.0312158 | Time: 1748.36 ms [2021-05-13 02:41:38 main:574] : INFO : Epoch 1852 | loss: 0.031207 | val_loss: 0.031216 | Time: 1752.14 ms [2021-05-13 02:41:40 main:574] : INFO : Epoch 1853 | loss: 0.0312072 | val_loss: 0.0312161 | Time: 1749.09 ms [2021-05-13 02:41:42 main:574] : INFO : Epoch 1854 | loss: 0.0312075 | val_loss: 0.0312172 | Time: 1749.65 ms [2021-05-13 02:41:44 main:574] : INFO : Epoch 1855 | loss: 0.0312069 | val_loss: 0.0312175 | Time: 1754.34 ms [2021-05-13 02:41:45 main:574] : INFO : Epoch 1856 | loss: 0.0312073 | val_loss: 0.0312168 | Time: 1755.59 ms [2021-05-13 02:41:47 main:574] : INFO : Epoch 1857 | loss: 0.0312078 | val_loss: 0.0312158 | Time: 1751.33 ms [2021-05-13 02:41:49 main:574] : INFO : Epoch 1858 | loss: 0.0312066 | val_loss: 0.0312157 | Time: 1755.74 ms [2021-05-13 02:41:51 main:574] : INFO : Epoch 1859 | loss: 0.031207 | val_loss: 0.0312165 | Time: 1751.38 ms [2021-05-13 02:41:52 main:574] : INFO : Epoch 1860 | loss: 0.0312069 | val_loss: 0.0312167 | Time: 1751.86 ms [2021-05-13 02:41:54 main:574] : INFO : Epoch 1861 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 1754.32 ms [2021-05-13 02:41:56 main:574] : INFO : Epoch 1862 | loss: 0.0312068 | val_loss: 0.0312153 | Time: 1754.23 ms [2021-05-13 02:41:58 main:574] : INFO : Epoch 1863 | loss: 0.0312071 | val_loss: 0.0312156 | Time: 1738.11 ms [2021-05-13 02:41:59 main:574] : INFO : Epoch 1864 | loss: 0.0312075 | val_loss: 0.031217 | Time: 1746.32 ms [2021-05-13 02:42:01 main:574] : INFO : Epoch 1865 | loss: 0.0312079 | val_loss: 0.0312158 | Time: 1762.92 ms [2021-05-13 02:42:03 main:574] : INFO : Epoch 1866 | loss: 0.0312078 | val_loss: 0.0312158 | Time: 1746.18 ms [2021-05-13 02:42:05 main:574] : INFO : Epoch 1867 | loss: 0.0312073 | val_loss: 0.0312169 | Time: 1754.12 ms [2021-05-13 02:42:06 main:574] : INFO : Epoch 1868 | loss: 0.0312072 | val_loss: 0.0312162 | Time: 1749.44 ms [2021-05-13 02:42:08 main:574] : INFO : Epoch 1869 | loss: 0.0312076 | val_loss: 0.0312173 | Time: 1742.68 ms [2021-05-13 02:42:10 main:574] : INFO : Epoch 1870 | loss: 0.031208 | val_loss: 0.0312161 | Time: 1765.07 ms [2021-05-13 02:42:12 main:574] : INFO : Epoch 1871 | loss: 0.0312068 | val_loss: 0.0312155 | Time: 1758.58 ms [2021-05-13 02:42:13 main:574] : INFO : Epoch 1872 | loss: 0.0312069 | val_loss: 0.0312166 | Time: 1741.52 ms [2021-05-13 02:42:15 main:574] : INFO : Epoch 1873 | loss: 0.0312076 | val_loss: 0.0312156 | Time: 1769.9 ms [2021-05-13 02:42:17 main:574] : INFO : Epoch 1874 | loss: 0.0312071 | val_loss: 0.0312168 | Time: 1739.74 ms [2021-05-13 02:42:19 main:574] : INFO : Epoch 1875 | loss: 0.0312072 | val_loss: 0.0312156 | Time: 1757.53 ms [2021-05-13 02:42:21 main:574] : INFO : Epoch 1876 | loss: 0.0312073 | val_loss: 0.0312163 | Time: 1736.37 ms [2021-05-13 02:42:22 main:574] : INFO : Epoch 1877 | loss: 0.0312071 | val_loss: 0.0312161 | Time: 1744.02 ms [2021-05-13 02:42:24 main:574] : INFO : Epoch 1878 | loss: 0.0312069 | val_loss: 0.0312155 | Time: 1749.93 ms [2021-05-13 02:42:26 main:574] : INFO : Epoch 1879 | loss: 0.0312095 | val_loss: 0.0312181 | Time: 1750.33 ms [2021-05-13 02:42:28 main:574] : INFO : Epoch 1880 | loss: 0.0312085 | val_loss: 0.0312169 | Time: 1740.95 ms [2021-05-13 02:42:29 main:574] : INFO : Epoch 1881 | loss: 0.0312072 | val_loss: 0.0312155 | Time: 1753.09 ms [2021-05-13 02:42:31 main:574] : INFO : Epoch 1882 | loss: 0.0312068 | val_loss: 0.0312159 | Time: 1746.84 ms [2021-05-13 02:42:33 main:574] : INFO : Epoch 1883 | loss: 0.0312079 | val_loss: 0.0312153 | Time: 1750.08 ms [2021-05-13 02:42:35 main:574] : INFO : Epoch 1884 | loss: 0.0312074 | val_loss: 0.031216 | Time: 1749.33 ms [2021-05-13 02:42:36 main:574] : INFO : Epoch 1885 | loss: 0.0312074 | val_loss: 0.0312172 | Time: 1759.33 ms [2021-05-13 02:42:38 main:574] : INFO : Epoch 1886 | loss: 0.0312076 | val_loss: 0.0312182 | Time: 1759.08 ms [2021-05-13 02:42:40 main:574] : INFO : Epoch 1887 | loss: 0.0312092 | val_loss: 0.0312171 | Time: 1750.43 ms [2021-05-13 02:42:42 main:574] : INFO : Epoch 1888 | loss: 0.0312076 | val_loss: 0.0312156 | Time: 1751.48 ms [2021-05-13 02:42:43 main:574] : INFO : Epoch 1889 | loss: 0.0312068 | val_loss: 0.0312166 | Time: 1752.41 ms [2021-05-13 02:42:45 main:574] : INFO : Epoch 1890 | loss: 0.0312068 | val_loss: 0.0312156 | Time: 1754.87 ms [2021-05-13 02:42:47 main:574] : INFO : Epoch 1891 | loss: 0.0312067 | val_loss: 0.0312162 | Time: 1742.01 ms [2021-05-13 02:42:49 main:574] : INFO : Epoch 1892 | loss: 0.0312075 | val_loss: 0.031216 | Time: 1757.33 ms [2021-05-13 02:42:50 main:574] : INFO : Epoch 1893 | loss: 0.0312078 | val_loss: 0.0312158 | Time: 1749.85 ms [2021-05-13 02:42:52 main:574] : INFO : Epoch 1894 | loss: 0.0312067 | val_loss: 0.0312192 | Time: 1746.68 ms [2021-05-13 02:42:54 main:574] : INFO : Epoch 1895 | loss: 0.0312075 | val_loss: 0.0312168 | Time: 1749.42 ms [2021-05-13 02:42:56 main:574] : INFO : Epoch 1896 | loss: 0.0312073 | val_loss: 0.0312169 | Time: 1758.71 ms [2021-05-13 02:42:57 main:574] : INFO : Epoch 1897 | loss: 0.031208 | val_loss: 0.0312157 | Time: 1752.67 ms [2021-05-13 02:42:59 main:574] : INFO : Epoch 1898 | loss: 0.0312084 | val_loss: 0.0312171 | Time: 1766.54 ms [2021-05-13 02:43:01 main:574] : INFO : Epoch 1899 | loss: 0.0312068 | val_loss: 0.0312163 | Time: 1745.29 ms [2021-05-13 02:43:03 main:574] : INFO : Epoch 1900 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 1750.9 ms [2021-05-13 02:43:04 main:574] : INFO : Epoch 1901 | loss: 0.0312069 | val_loss: 0.0312174 | Time: 1751.77 ms [2021-05-13 02:43:06 main:574] : INFO : Epoch 1902 | loss: 0.0312071 | val_loss: 0.0312169 | Time: 1756.93 ms [2021-05-13 02:43:08 main:574] : INFO : Epoch 1903 | loss: 0.0312073 | val_loss: 0.0312174 | Time: 1751.51 ms [2021-05-13 02:43:10 main:574] : INFO : Epoch 1904 | loss: 0.0312087 | val_loss: 0.031217 | Time: 1754.36 ms [2021-05-13 02:43:11 main:574] : INFO : Epoch 1905 | loss: 0.0312071 | val_loss: 0.0312162 | Time: 1747.35 ms [2021-05-13 02:43:13 main:574] : INFO : Epoch 1906 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 1758.05 ms [2021-05-13 02:43:15 main:574] : INFO : Epoch 1907 | loss: 0.0312069 | val_loss: 0.0312156 | Time: 1762.45 ms [2021-05-13 02:43:17 main:574] : INFO : Epoch 1908 | loss: 0.0312065 | val_loss: 0.0312172 | Time: 1756 ms [2021-05-13 02:43:18 main:574] : INFO : Epoch 1909 | loss: 0.0312073 | val_loss: 0.0312174 | Time: 1746.9 ms [2021-05-13 02:43:20 main:574] : INFO : Epoch 1910 | loss: 0.0312083 | val_loss: 0.0312186 | Time: 1758.43 ms [2021-05-13 02:43:22 main:574] : INFO : Epoch 1911 | loss: 0.0312079 | val_loss: 0.0312171 | Time: 1732.94 ms [2021-05-13 02:43:24 main:574] : INFO : Epoch 1912 | loss: 0.0312072 | val_loss: 0.0312162 | Time: 1749.37 ms [2021-05-13 02:43:25 main:574] : INFO : Epoch 1913 | loss: 0.0312078 | val_loss: 0.0312182 | Time: 1754.4 ms [2021-05-13 02:43:27 main:574] : INFO : Epoch 1914 | loss: 0.0312095 | val_loss: 0.0312181 | Time: 1741.39 ms [2021-05-13 02:43:29 main:574] : INFO : Epoch 1915 | loss: 0.0312078 | val_loss: 0.0312161 | Time: 1755.73 ms [2021-05-13 02:43:31 main:574] : INFO : Epoch 1916 | loss: 0.0312084 | val_loss: 0.0312185 | Time: 1756.21 ms [2021-05-13 02:43:33 main:574] : INFO : Epoch 1917 | loss: 0.031208 | val_loss: 0.0312203 | Time: 1762.34 ms [2021-05-13 02:43:34 main:574] : INFO : Epoch 1918 | loss: 0.0312087 | val_loss: 0.0312174 | Time: 1754.83 ms [2021-05-13 02:43:36 main:574] : INFO : Epoch 1919 | loss: 0.0312081 | val_loss: 0.0312168 | Time: 1757.67 ms [2021-05-13 02:43:38 main:574] : INFO : Epoch 1920 | loss: 0.0312087 | val_loss: 0.0312162 | Time: 1757.32 ms [2021-05-13 02:43:40 main:574] : INFO : Epoch 1921 | loss: 0.0312071 | val_loss: 0.0312173 | Time: 1747.18 ms [2021-05-13 02:43:41 main:574] : INFO : Epoch 1922 | loss: 0.0312078 | val_loss: 0.0312174 | Time: 1749.81 ms [2021-05-13 02:43:43 main:574] : INFO : Epoch 1923 | loss: 0.0312086 | val_loss: 0.0312172 | Time: 1753.54 ms [2021-05-13 02:43:45 main:574] : INFO : Epoch 1924 | loss: 0.0312069 | val_loss: 0.0312163 | Time: 1751.31 ms [2021-05-13 02:43:47 main:574] : INFO : Epoch 1925 | loss: 0.0312071 | val_loss: 0.0312168 | Time: 1745.74 ms [2021-05-13 02:43:48 main:574] : INFO : Epoch 1926 | loss: 0.0312074 | val_loss: 0.0312156 | Time: 1747.26 ms [2021-05-13 02:43:50 main:574] : INFO : Epoch 1927 | loss: 0.0312076 | val_loss: 0.0312155 | Time: 1754.73 ms [2021-05-13 02:43:52 main:574] : INFO : Epoch 1928 | loss: 0.0312072 | val_loss: 0.0312155 | Time: 1746.65 ms [2021-05-13 02:43:54 main:574] : INFO : Epoch 1929 | loss: 0.0312082 | val_loss: 0.0312159 | Time: 1750.43 ms [2021-05-13 02:43:55 main:574] : INFO : Epoch 1930 | loss: 0.0312068 | val_loss: 0.0312164 | Time: 1736.6 ms [2021-05-13 02:43:57 main:574] : INFO : Epoch 1931 | loss: 0.031207 | val_loss: 0.0312153 | Time: 1755.64 ms [2021-05-13 02:43:59 main:574] : INFO : Epoch 1932 | loss: 0.0312069 | val_loss: 0.0312164 | Time: 1737.21 ms [2021-05-13 02:44:01 main:574] : INFO : Epoch 1933 | loss: 0.0312073 | val_loss: 0.0312181 | Time: 1757.91 ms [2021-05-13 02:44:02 main:574] : INFO : Epoch 1934 | loss: 0.0312076 | val_loss: 0.0312175 | Time: 1753.76 ms [2021-05-13 02:44:04 main:574] : INFO : Epoch 1935 | loss: 0.0312089 | val_loss: 0.0312164 | Time: 1760.47 ms [2021-05-13 02:44:06 main:574] : INFO : Epoch 1936 | loss: 0.0312078 | val_loss: 0.0312158 | Time: 1749.73 ms [2021-05-13 02:44:08 main:574] : INFO : Epoch 1937 | loss: 0.0312075 | val_loss: 0.0312171 | Time: 1738.22 ms [2021-05-13 02:44:09 main:574] : INFO : Epoch 1938 | loss: 0.0312071 | val_loss: 0.0312178 | Time: 1736.38 ms [2021-05-13 02:44:11 main:574] : INFO : Epoch 1939 | loss: 0.0312079 | val_loss: 0.0312191 | Time: 1751.9 ms [2021-05-13 02:44:13 main:574] : INFO : Epoch 1940 | loss: 0.031209 | val_loss: 0.0312182 | Time: 1752.89 ms [2021-05-13 02:44:15 main:574] : INFO : Epoch 1941 | loss: 0.031209 | val_loss: 0.0312206 | Time: 1746.9 ms [2021-05-13 02:44:16 main:574] : INFO : Epoch 1942 | loss: 0.031207 | val_loss: 0.0312163 | Time: 1737.91 ms [2021-05-13 02:44:18 main:574] : INFO : Epoch 1943 | loss: 0.0312072 | val_loss: 0.0312185 | Time: 1747.59 ms [2021-05-13 02:44:20 main:574] : INFO : Epoch 1944 | loss: 0.0312071 | val_loss: 0.0312181 | Time: 1744.91 ms [2021-05-13 02:44:22 main:574] : INFO : Epoch 1945 | loss: 0.0312079 | val_loss: 0.0312154 | Time: 1758.37 ms [2021-05-13 02:44:23 main:574] : INFO : Epoch 1946 | loss: 0.0312069 | val_loss: 0.0312154 | Time: 1756.28 ms [2021-05-13 02:44:25 main:574] : INFO : Epoch 1947 | loss: 0.0312073 | val_loss: 0.0312163 | Time: 1748.54 ms [2021-05-13 02:44:27 main:574] : INFO : Epoch 1948 | loss: 0.0312069 | val_loss: 0.0312155 | Time: 1757.95 ms [2021-05-13 02:44:29 main:574] : INFO : Epoch 1949 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 1751.92 ms [2021-05-13 02:44:30 main:574] : INFO : Epoch 1950 | loss: 0.031207 | val_loss: 0.0312192 | Time: 1753.4 ms [2021-05-13 02:44:32 main:574] : INFO : Epoch 1951 | loss: 0.0312099 | val_loss: 0.0312172 | Time: 1751.81 ms [2021-05-13 02:44:34 main:574] : INFO : Epoch 1952 | loss: 0.031208 | val_loss: 0.0312154 | Time: 1753.76 ms [2021-05-13 02:44:36 main:574] : INFO : Epoch 1953 | loss: 0.031207 | val_loss: 0.0312165 | Time: 1741.81 ms [2021-05-13 02:44:37 main:574] : INFO : Epoch 1954 | loss: 0.0312071 | val_loss: 0.0312181 | Time: 1758.24 ms [2021-05-13 02:44:39 main:574] : INFO : Epoch 1955 | loss: 0.0312073 | val_loss: 0.0312206 | Time: 1763.37 ms [2021-05-13 02:44:41 main:574] : INFO : Epoch 1956 | loss: 0.0312085 | val_loss: 0.0312175 | Time: 1746.48 ms [2021-05-13 02:44:43 main:574] : INFO : Epoch 1957 | loss: 0.0312077 | val_loss: 0.0312173 | Time: 1740.16 ms [2021-05-13 02:44:44 main:574] : INFO : Epoch 1958 | loss: 0.0312073 | val_loss: 0.0312156 | Time: 1742.26 ms [2021-05-13 02:44:46 main:574] : INFO : Epoch 1959 | loss: 0.0312068 | val_loss: 0.0312162 | Time: 1745.79 ms [2021-05-13 02:44:48 main:574] : INFO : Epoch 1960 | loss: 0.0312074 | val_loss: 0.0312168 | Time: 1760.51 ms [2021-05-13 02:44:50 main:574] : INFO : Epoch 1961 | loss: 0.0312079 | val_loss: 0.0312162 | Time: 1740.1 ms [2021-05-13 02:44:51 main:574] : INFO : Epoch 1962 | loss: 0.031207 | val_loss: 0.031216 | Time: 1750.13 ms [2021-05-13 02:44:53 main:574] : INFO : Epoch 1963 | loss: 0.0312067 | val_loss: 0.0312153 | Time: 1740.43 ms [2021-05-13 02:44:55 main:574] : INFO : Epoch 1964 | loss: 0.0312077 | val_loss: 0.0312163 | Time: 1756.19 ms [2021-05-13 02:44:57 main:574] : INFO : Epoch 1965 | loss: 0.0312074 | val_loss: 0.03122 | Time: 1748.29 ms [2021-05-13 02:44:59 main:574] : INFO : Epoch 1966 | loss: 0.0312086 | val_loss: 0.0312155 | Time: 1757.58 ms [2021-05-13 02:45:00 main:574] : INFO : Epoch 1967 | loss: 0.0312071 | val_loss: 0.031217 | Time: 1745.07 ms [2021-05-13 02:45:02 main:574] : INFO : Epoch 1968 | loss: 0.0312079 | val_loss: 0.0312154 | Time: 1754.6 ms [2021-05-13 02:45:04 main:574] : INFO : Epoch 1969 | loss: 0.0312067 | val_loss: 0.0312162 | Time: 1748.37 ms [2021-05-13 02:45:06 main:574] : INFO : Epoch 1970 | loss: 0.0312071 | val_loss: 0.0312183 | Time: 1745.98 ms [2021-05-13 02:45:07 main:574] : INFO : Epoch 1971 | loss: 0.0312081 | val_loss: 0.0312162 | Time: 1757.8 ms [2021-05-13 02:45:09 main:574] : INFO : Epoch 1972 | loss: 0.0312084 | val_loss: 0.0312159 | Time: 1748.95 ms [2021-05-13 02:45:11 main:574] : INFO : Epoch 1973 | loss: 0.0312091 | val_loss: 0.0312165 | Time: 1755.99 ms [2021-05-13 02:45:13 main:574] : INFO : Epoch 1974 | loss: 0.0312079 | val_loss: 0.0312182 | Time: 1749.96 ms [2021-05-13 02:45:14 main:574] : INFO : Epoch 1975 | loss: 0.0312075 | val_loss: 0.0312191 | Time: 1751.59 ms [2021-05-13 02:45:16 main:574] : INFO : Epoch 1976 | loss: 0.0312077 | val_loss: 0.0312167 | Time: 1742.66 ms [2021-05-13 02:45:18 main:574] : INFO : Epoch 1977 | loss: 0.031207 | val_loss: 0.0312166 | Time: 1745.67 ms [2021-05-13 02:45:20 main:574] : INFO : Epoch 1978 | loss: 0.0312072 | val_loss: 0.0312157 | Time: 1747.87 ms [2021-05-13 02:45:21 main:574] : INFO : Epoch 1979 | loss: 0.0312071 | val_loss: 0.0312155 | Time: 1747.07 ms [2021-05-13 02:45:23 main:574] : INFO : Epoch 1980 | loss: 0.0312073 | val_loss: 0.0312156 | Time: 1758.26 ms [2021-05-13 02:45:25 main:574] : INFO : Epoch 1981 | loss: 0.0312079 | val_loss: 0.0312158 | Time: 1753.53 ms [2021-05-13 02:45:27 main:574] : INFO : Epoch 1982 | loss: 0.031207 | val_loss: 0.0312157 | Time: 1751.97 ms [2021-05-13 02:45:28 main:574] : INFO : Epoch 1983 | loss: 0.0312067 | val_loss: 0.0312154 | Time: 1740.41 ms [2021-05-13 02:45:30 main:574] : INFO : Epoch 1984 | loss: 0.0312072 | val_loss: 0.0312156 | Time: 1746.55 ms [2021-05-13 02:45:32 main:574] : INFO : Epoch 1985 | loss: 0.0312087 | val_loss: 0.0312179 | Time: 1759.3 ms [2021-05-13 02:45:34 main:574] : INFO : Epoch 1986 | loss: 0.0312075 | val_loss: 0.0312165 | Time: 1750.23 ms [2021-05-13 02:45:35 main:574] : INFO : Epoch 1987 | loss: 0.0312069 | val_loss: 0.0312156 | Time: 1752.33 ms [2021-05-13 02:45:37 main:574] : INFO : Epoch 1988 | loss: 0.0312069 | val_loss: 0.0312167 | Time: 1751.12 ms [2021-05-13 02:45:39 main:574] : INFO : Epoch 1989 | loss: 0.0312072 | val_loss: 0.0312154 | Time: 1748.64 ms [2021-05-13 02:45:41 main:574] : INFO : Epoch 1990 | loss: 0.0312066 | val_loss: 0.0312162 | Time: 1755.61 ms [2021-05-13 02:45:42 main:574] : INFO : Epoch 1991 | loss: 0.0312067 | val_loss: 0.0312188 | Time: 1755.15 ms [2021-05-13 02:45:44 main:574] : INFO : Epoch 1992 | loss: 0.0312074 | val_loss: 0.0312165 | Time: 1753.37 ms [2021-05-13 02:45:46 main:574] : INFO : Epoch 1993 | loss: 0.0312072 | val_loss: 0.0312172 | Time: 1746.46 ms [2021-05-13 02:45:48 main:574] : INFO : Epoch 1994 | loss: 0.0312084 | val_loss: 0.0312179 | Time: 1758.7 ms [2021-05-13 02:45:49 main:574] : INFO : Epoch 1995 | loss: 0.0312082 | val_loss: 0.0312155 | Time: 1744.07 ms [2021-05-13 02:45:51 main:574] : INFO : Epoch 1996 | loss: 0.0312094 | val_loss: 0.0312175 | Time: 1750.99 ms [2021-05-13 02:45:53 main:574] : INFO : Epoch 1997 | loss: 0.0312089 | val_loss: 0.0312172 | Time: 1761.12 ms [2021-05-13 02:45:55 main:574] : INFO : Epoch 1998 | loss: 0.0312078 | val_loss: 0.0312181 | Time: 1741.9 ms [2021-05-13 02:45:56 main:574] : INFO : Epoch 1999 | loss: 0.0312078 | val_loss: 0.0312161 | Time: 1754.72 ms [2021-05-13 02:45:58 main:574] : INFO : Epoch 2000 | loss: 0.0312078 | val_loss: 0.0312195 | Time: 1749.97 ms [2021-05-13 02:46:00 main:574] : INFO : Epoch 2001 | loss: 0.0312082 | val_loss: 0.0312173 | Time: 1750.86 ms [2021-05-13 02:46:02 main:574] : INFO : Epoch 2002 | loss: 0.0312084 | val_loss: 0.0312186 | Time: 1751.83 ms [2021-05-13 02:46:03 main:574] : INFO : Epoch 2003 | loss: 0.0312071 | val_loss: 0.0312172 | Time: 1735.45 ms [2021-05-13 02:46:05 main:574] : INFO : Epoch 2004 | loss: 0.0312085 | val_loss: 0.0312155 | Time: 1755 ms [2021-05-13 02:46:07 main:574] : INFO : Epoch 2005 | loss: 0.0312074 | val_loss: 0.0312163 | Time: 1749.23 ms [2021-05-13 02:46:09 main:574] : INFO : Epoch 2006 | loss: 0.0312075 | val_loss: 0.0312154 | Time: 1746.5 ms [2021-05-13 02:46:10 main:574] : INFO : Epoch 2007 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1743.36 ms [2021-05-13 02:46:12 main:574] : INFO : Epoch 2008 | loss: 0.0312083 | val_loss: 0.0312187 | Time: 1759.03 ms [2021-05-13 02:46:14 main:574] : INFO : Epoch 2009 | loss: 0.0312072 | val_loss: 0.0312169 | Time: 1750.04 ms [2021-05-13 02:46:16 main:574] : INFO : Epoch 2010 | loss: 0.0312079 | val_loss: 0.0312162 | Time: 1749.28 ms [2021-05-13 02:46:18 main:574] : INFO : Epoch 2011 | loss: 0.0312069 | val_loss: 0.0312179 | Time: 1765.32 ms [2021-05-13 02:46:19 main:574] : INFO : Epoch 2012 | loss: 0.0312084 | val_loss: 0.0312166 | Time: 1765.69 ms [2021-05-13 02:46:21 main:574] : INFO : Epoch 2013 | loss: 0.0312074 | val_loss: 0.031217 | Time: 1752.44 ms [2021-05-13 02:46:23 main:574] : INFO : Epoch 2014 | loss: 0.0312077 | val_loss: 0.0312166 | Time: 1742.99 ms [2021-05-13 02:46:25 main:574] : INFO : Epoch 2015 | loss: 0.0312073 | val_loss: 0.0312153 | Time: 1752.21 ms [2021-05-13 02:46:26 main:574] : INFO : Epoch 2016 | loss: 0.0312073 | val_loss: 0.0312185 | Time: 1749.24 ms [2021-05-13 02:46:28 main:574] : INFO : Epoch 2017 | loss: 0.0312075 | val_loss: 0.0312164 | Time: 1750.16 ms [2021-05-13 02:46:30 main:574] : INFO : Epoch 2018 | loss: 0.0312073 | val_loss: 0.031218 | Time: 1740.66 ms [2021-05-13 02:46:32 main:574] : INFO : Epoch 2019 | loss: 0.031207 | val_loss: 0.0312157 | Time: 1761.83 ms [2021-05-13 02:46:33 main:574] : INFO : Epoch 2020 | loss: 0.0312068 | val_loss: 0.0312157 | Time: 1752.81 ms [2021-05-13 02:46:35 main:574] : INFO : Epoch 2021 | loss: 0.0312072 | val_loss: 0.0312153 | Time: 1742.16 ms [2021-05-13 02:46:37 main:574] : INFO : Epoch 2022 | loss: 0.0312067 | val_loss: 0.0312156 | Time: 1757.82 ms [2021-05-13 02:46:39 main:574] : INFO : Epoch 2023 | loss: 0.0312075 | val_loss: 0.0312159 | Time: 1749.65 ms [2021-05-13 02:46:40 main:574] : INFO : Epoch 2024 | loss: 0.0312073 | val_loss: 0.0312165 | Time: 1752.27 ms [2021-05-13 02:46:42 main:574] : INFO : Epoch 2025 | loss: 0.0312078 | val_loss: 0.0312157 | Time: 1752.74 ms [2021-05-13 02:46:44 main:574] : INFO : Epoch 2026 | loss: 0.031207 | val_loss: 0.0312172 | Time: 1749.76 ms [2021-05-13 02:46:46 main:574] : INFO : Epoch 2027 | loss: 0.0312074 | val_loss: 0.0312171 | Time: 1756.44 ms [2021-05-13 02:46:47 main:574] : INFO : Epoch 2028 | loss: 0.031207 | val_loss: 0.0312169 | Time: 1758.39 ms [2021-05-13 02:46:49 main:574] : INFO : Epoch 2029 | loss: 0.0312066 | val_loss: 0.0312154 | Time: 1752.86 ms [2021-05-13 02:46:51 main:574] : INFO : Epoch 2030 | loss: 0.0312073 | val_loss: 0.0312162 | Time: 1743.77 ms [2021-05-13 02:46:53 main:574] : INFO : Epoch 2031 | loss: 0.0312072 | val_loss: 0.0312161 | Time: 1748.8 ms [2021-05-13 02:46:54 main:574] : INFO : Epoch 2032 | loss: 0.0312089 | val_loss: 0.0312157 | Time: 1749.35 ms [2021-05-13 02:46:56 main:574] : INFO : Epoch 2033 | loss: 0.0312074 | val_loss: 0.03122 | Time: 1747.6 ms [2021-05-13 02:46:58 main:574] : INFO : Epoch 2034 | loss: 0.0312085 | val_loss: 0.0312198 | Time: 1754.68 ms [2021-05-13 02:47:00 main:574] : INFO : Epoch 2035 | loss: 0.0312077 | val_loss: 0.0312183 | Time: 1756.66 ms [2021-05-13 02:47:01 main:574] : INFO : Epoch 2036 | loss: 0.031207 | val_loss: 0.0312161 | Time: 1743.91 ms [2021-05-13 02:47:03 main:574] : INFO : Epoch 2037 | loss: 0.0312071 | val_loss: 0.03122 | Time: 1761.64 ms [2021-05-13 02:47:05 main:574] : INFO : Epoch 2038 | loss: 0.0312076 | val_loss: 0.0312171 | Time: 1757.09 ms [2021-05-13 02:47:07 main:574] : INFO : Epoch 2039 | loss: 0.0312074 | val_loss: 0.0312175 | Time: 1750.14 ms [2021-05-13 02:47:08 main:574] : INFO : Epoch 2040 | loss: 0.0312077 | val_loss: 0.0312174 | Time: 1759.81 ms [2021-05-13 02:47:10 main:574] : INFO : Epoch 2041 | loss: 0.0312072 | val_loss: 0.0312182 | Time: 1757.44 ms [2021-05-13 02:47:12 main:574] : INFO : Epoch 2042 | loss: 0.031207 | val_loss: 0.031217 | Time: 1742.07 ms [2021-05-13 02:47:14 main:574] : INFO : Epoch 2043 | loss: 0.0312074 | val_loss: 0.0312162 | Time: 1756.49 ms [2021-05-13 02:47:15 main:574] : INFO : Epoch 2044 | loss: 0.031208 | val_loss: 0.0312159 | Time: 1749.82 ms [2021-05-13 02:47:17 main:574] : INFO : Epoch 2045 | loss: 0.0312073 | val_loss: 0.0312185 | Time: 1749.79 ms [2021-05-13 02:47:19 main:574] : INFO : Epoch 2046 | loss: 0.0312081 | val_loss: 0.0312174 | Time: 1749.18 ms [2021-05-13 02:47:21 main:574] : INFO : Epoch 2047 | loss: 0.0312082 | val_loss: 0.0312157 | Time: 1755.39 ms [2021-05-13 02:47:23 main:574] : INFO : Epoch 2048 | loss: 0.0312082 | val_loss: 0.0312169 | Time: 1746.78 ms [2021-05-13 02:47:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312169 [2021-05-13 02:47:23 main:603] : INFO : Saving end state to config to file [2021-05-13 02:47:23 main:608] : INFO : Success, exiting.. 02:47:23 (2892): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)