Task 10719912
| Name | ParityModified-1639962613-3794-0_1 |
| Workunit | 7405747 |
| Created | 12 Jan 2022, 17:16:41 UTC |
| Sent | 12 Jan 2022, 17:48:44 UTC |
| Report deadline | 20 Jan 2022, 17:48:44 UTC |
| Received | 13 Jan 2022, 18:10:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 53 sec |
| CPU time | 1 hours 40 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.58 GB |
| Peak swap size | 4.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310254 | val_loss: 0.0312872 | Time: 1580.2 ms [2022-01-13 11:56:46 main:574] : INFO : Epoch 1543 | loss: 0.0310187 | val_loss: 0.0312885 | Time: 1611.57 ms [2022-01-13 11:56:48 main:574] : INFO : Epoch 1544 | loss: 0.0310166 | val_loss: 0.0312782 | Time: 1579.28 ms [2022-01-13 11:56:50 main:574] : INFO : Epoch 1545 | loss: 0.0310074 | val_loss: 0.031304 | Time: 1569.24 ms [2022-01-13 11:56:51 main:574] : INFO : Epoch 1546 | loss: 0.0310144 | val_loss: 0.031298 | Time: 1538.39 ms [2022-01-13 11:56:53 main:574] : INFO : Epoch 1547 | loss: 0.0310124 | val_loss: 0.0312943 | Time: 1607.67 ms [2022-01-13 11:56:54 main:574] : INFO : Epoch 1548 | loss: 0.0310198 | val_loss: 0.0313027 | Time: 1583.7 ms [2022-01-13 11:56:56 main:574] : INFO : Epoch 1549 | loss: 0.0310279 | val_loss: 0.0312903 | Time: 1565.98 ms [2022-01-13 11:56:58 main:574] : INFO : Epoch 1550 | loss: 0.0310168 | val_loss: 0.031293 | Time: 1608.82 ms [2022-01-13 11:56:59 main:574] : INFO : Epoch 1551 | loss: 0.0310126 | val_loss: 0.0312868 | Time: 1624.26 ms [2022-01-13 11:57:01 main:574] : INFO : Epoch 1552 | loss: 0.0310085 | val_loss: 0.0313088 | Time: 1571.22 ms [2022-01-13 11:57:02 main:574] : INFO : Epoch 1553 | loss: 0.0310125 | val_loss: 0.031283 | Time: 1619.11 ms [2022-01-13 11:57:04 main:574] : INFO : Epoch 1554 | loss: 0.0310079 | val_loss: 0.0313232 | Time: 1609.6 ms [2022-01-13 11:57:06 main:574] : INFO : Epoch 1555 | loss: 0.0310134 | val_loss: 0.0312774 | Time: 1580.66 ms [2022-01-13 11:57:07 main:574] : INFO : Epoch 1556 | loss: 0.0310149 | val_loss: 0.0312919 | Time: 1597.64 ms [2022-01-13 11:57:09 main:574] : INFO : Epoch 1557 | loss: 0.0310156 | val_loss: 0.0312927 | Time: 1549.92 ms [2022-01-13 11:57:10 main:574] : INFO : Epoch 1558 | loss: 0.0310107 | val_loss: 0.0312901 | Time: 1564.69 ms [2022-01-13 11:57:12 main:574] : INFO : Epoch 1559 | loss: 0.0310171 | val_loss: 0.0313155 | Time: 1603.84 ms [2022-01-13 11:57:14 main:574] : INFO : Epoch 1560 | loss: 0.0310164 | val_loss: 0.0312915 | Time: 1593.06 ms [2022-01-13 11:57:15 main:574] : INFO : Epoch 1561 | loss: 0.0310173 | val_loss: 0.0312694 | Time: 1579.67 ms [2022-01-13 11:57:17 main:574] : INFO : Epoch 1562 | loss: 0.0310166 | val_loss: 0.031294 | Time: 1608.84 ms [2022-01-13 11:57:18 main:574] : INFO : Epoch 1563 | loss: 0.0310128 | val_loss: 0.0312799 | Time: 1602.72 ms [2022-01-13 11:57:20 main:574] : INFO : Epoch 1564 | loss: 0.0310123 | val_loss: 0.03129 | Time: 1620.05 ms [2022-01-13 11:57:22 main:574] : INFO : Epoch 1565 | loss: 0.031015 | val_loss: 0.0312938 | Time: 1614.82 ms [2022-01-13 11:57:23 main:574] : INFO : Epoch 1566 | loss: 0.0310156 | val_loss: 0.0312908 | Time: 1560.64 ms [2022-01-13 11:57:25 main:574] : INFO : Epoch 1567 | loss: 0.0310085 | val_loss: 0.0312894 | Time: 1599.02 ms [2022-01-13 11:57:26 main:574] : INFO : Epoch 1568 | loss: 0.0310216 | val_loss: 0.0312748 | Time: 1607.37 ms [2022-01-13 11:57:28 main:574] : INFO : Epoch 1569 | loss: 0.0310226 | val_loss: 0.0312987 | Time: 1609.26 ms [2022-01-13 11:57:29 main:574] : INFO : Epoch 1570 | loss: 0.0310143 | val_loss: 0.0313019 | Time: 1559.88 ms [2022-01-13 11:57:31 main:574] : INFO : Epoch 1571 | loss: 0.0310187 | val_loss: 0.0312813 | Time: 1574.96 ms [2022-01-13 11:57:33 main:574] : INFO : Epoch 1572 | loss: 0.031025 | val_loss: 0.0312903 | Time: 1568.3 ms [2022-01-13 11:57:34 main:574] : INFO : Epoch 1573 | loss: 0.0310314 | val_loss: 0.0313164 | Time: 1621.75 ms [2022-01-13 11:57:36 main:574] : INFO : Epoch 1574 | loss: 0.0310216 | val_loss: 0.0312721 | Time: 1563.59 ms [2022-01-13 11:57:37 main:574] : INFO : Epoch 1575 | loss: 0.0310143 | val_loss: 0.0312958 | Time: 1624.55 ms [2022-01-13 11:57:39 main:574] : INFO : Epoch 1576 | loss: 0.0310155 | val_loss: 0.0312924 | Time: 1587.49 ms [2022-01-13 11:57:41 main:574] : INFO : Epoch 1577 | loss: 0.0310192 | val_loss: 0.0313254 | Time: 1617.79 ms [2022-01-13 11:57:42 main:574] : INFO : Epoch 1578 | loss: 0.0310138 | val_loss: 0.0312929 | Time: 1641.66 ms [2022-01-13 11:57:44 main:574] : INFO : Epoch 1579 | loss: 0.0310241 | val_loss: 0.031288 | Time: 1619.53 ms [2022-01-13 11:57:46 main:574] : INFO : Epoch 1580 | loss: 0.0310148 | val_loss: 0.0313033 | Time: 1597.97 ms [2022-01-13 11:57:47 main:574] : INFO : Epoch 1581 | loss: 0.0310238 | val_loss: 0.0312735 | Time: 1601.43 ms [2022-01-13 11:57:49 main:574] : INFO : Epoch 1582 | loss: 0.0310168 | val_loss: 0.0313314 | Time: 1561.42 ms [2022-01-13 11:57:50 main:574] : INFO : Epoch 1583 | loss: 0.0310115 | val_loss: 0.0312823 | Time: 1610.54 ms [2022-01-13 11:57:52 main:574] : INFO : Epoch 1584 | loss: 0.0310077 | val_loss: 0.0312957 | Time: 1575.12 ms [2022-01-13 11:57:53 main:574] : INFO : Epoch 1585 | loss: 0.0310112 | val_loss: 0.0313185 | Time: 1556.72 ms [2022-01-13 11:57:55 main:574] : INFO : Epoch 1586 | loss: 0.0310123 | val_loss: 0.0313063 | Time: 1581.43 ms [2022-01-13 11:57:57 main:574] : INFO : Epoch 1587 | loss: 0.0310057 | val_loss: 0.0312932 | Time: 1595 ms [2022-01-13 11:57:58 main:574] : INFO : Epoch 1588 | loss: 0.0310121 | val_loss: 0.0312738 | Time: 1597.22 ms [2022-01-13 11:58:00 main:574] : INFO : Epoch 1589 | loss: 0.0310185 | val_loss: 0.0312658 | Time: 1599.22 ms [2022-01-13 11:58:01 main:574] : INFO : Epoch 1590 | loss: 0.0310151 | val_loss: 0.0312862 | Time: 1587.9 ms [2022-01-13 11:58:03 main:574] : INFO : Epoch 1591 | loss: 0.0310127 | val_loss: 0.0312899 | Time: 1582.54 ms [2022-01-13 11:58:05 main:574] : INFO : Epoch 1592 | loss: 0.0310178 | val_loss: 0.0312992 | Time: 1626.47 ms [2022-01-13 11:58:06 main:574] : INFO : Epoch 1593 | loss: 0.0310069 | val_loss: 0.0312893 | Time: 1578.8 ms [2022-01-13 11:58:08 main:574] : INFO : Epoch 1594 | loss: 0.0310133 | val_loss: 0.0312967 | Time: 1593.14 ms [2022-01-13 11:58:09 main:574] : INFO : Epoch 1595 | loss: 0.0310157 | val_loss: 0.0313 | Time: 1633.48 ms [2022-01-13 11:58:11 main:574] : INFO : Epoch 1596 | loss: 0.0310128 | val_loss: 0.0313113 | Time: 1655.23 ms [2022-01-13 11:58:13 main:574] : INFO : Epoch 1597 | loss: 0.0310164 | val_loss: 0.0312969 | Time: 1567.21 ms [2022-01-13 11:58:14 main:574] : INFO : Epoch 1598 | loss: 0.0310143 | val_loss: 0.0312931 | Time: 1544.18 ms [2022-01-13 11:58:16 main:574] : INFO : Epoch 1599 | loss: 0.0310166 | val_loss: 0.0312719 | Time: 1615.84 ms [2022-01-13 11:58:17 main:574] : INFO : Epoch 1600 | loss: 0.0310217 | val_loss: 0.0312833 | Time: 1566.28 ms [2022-01-13 11:58:19 main:574] : INFO : Epoch 1601 | loss: 0.0310176 | val_loss: 0.0312842 | Time: 1648.49 ms [2022-01-13 11:58:21 main:574] : INFO : Epoch 1602 | loss: 0.0310114 | val_loss: 0.0312972 | Time: 1541.24 ms [2022-01-13 11:58:22 main:574] : INFO : Epoch 1603 | loss: 0.0310125 | val_loss: 0.0313092 | Time: 1599.89 ms [2022-01-13 11:58:24 main:574] : INFO : Epoch 1604 | loss: 0.0310105 | val_loss: 0.0312809 | Time: 1628.55 ms [2022-01-13 11:58:25 main:574] : INFO : Epoch 1605 | loss: 0.0310183 | val_loss: 0.0312808 | Time: 1603.19 ms [2022-01-13 11:58:27 main:574] : INFO : Epoch 1606 | loss: 0.0310205 | val_loss: 0.031293 | Time: 1582.45 ms [2022-01-13 11:58:29 main:574] : INFO : Epoch 1607 | loss: 0.0310208 | val_loss: 0.0312936 | Time: 1575.54 ms [2022-01-13 11:58:30 main:574] : INFO : Epoch 1608 | loss: 0.0310201 | val_loss: 0.0312944 | Time: 1582.44 ms [2022-01-13 11:58:32 main:574] : INFO : Epoch 1609 | loss: 0.0310159 | val_loss: 0.0313293 | Time: 1636.22 ms [2022-01-13 11:58:33 main:574] : INFO : Epoch 1610 | loss: 0.0310148 | val_loss: 0.0312863 | Time: 1618.69 ms [2022-01-13 11:58:35 main:574] : INFO : Epoch 1611 | loss: 0.0310128 | val_loss: 0.0312876 | Time: 1596.5 ms [2022-01-13 11:58:37 main:574] : INFO : Epoch 1612 | loss: 0.0310116 | val_loss: 0.0312808 | Time: 1598.69 ms [2022-01-13 11:58:38 main:574] : INFO : Epoch 1613 | loss: 0.0310128 | val_loss: 0.0312905 | Time: 1612.84 ms [2022-01-13 11:58:40 main:574] : INFO : Epoch 1614 | loss: 0.0310202 | val_loss: 0.0312922 | Time: 1592.27 ms [2022-01-13 11:58:41 main:574] : INFO : Epoch 1615 | loss: 0.0310138 | val_loss: 0.0313035 | Time: 1601.44 ms [2022-01-13 11:58:43 main:574] : INFO : Epoch 1616 | loss: 0.0310152 | val_loss: 0.0313099 | Time: 1601.91 ms [2022-01-13 11:58:45 main:574] : INFO : Epoch 1617 | loss: 0.0310101 | val_loss: 0.0312976 | Time: 1601.68 ms [2022-01-13 11:58:46 main:574] : INFO : Epoch 1618 | loss: 0.0310041 | val_loss: 0.0313142 | Time: 1613.21 ms [2022-01-13 11:58:48 main:574] : INFO : Epoch 1619 | loss: 0.0310078 | val_loss: 0.0313109 | Time: 1570.61 ms [2022-01-13 11:58:49 main:574] : INFO : Epoch 1620 | loss: 0.0310104 | val_loss: 0.0312971 | Time: 1577.15 ms [2022-01-13 11:58:51 main:574] : INFO : Epoch 1621 | loss: 0.0310106 | val_loss: 0.0312863 | Time: 1592.85 ms [2022-01-13 11:58:53 main:574] : INFO : Epoch 1622 | loss: 0.0310079 | val_loss: 0.0313066 | Time: 1634.85 ms [2022-01-13 11:58:54 main:574] : INFO : Epoch 1623 | loss: 0.0310094 | val_loss: 0.0312932 | Time: 1614.14 ms [2022-01-13 11:58:56 main:574] : INFO : Epoch 1624 | loss: 0.0310073 | val_loss: 0.0312792 | Time: 1606.16 ms [2022-01-13 11:58:58 main:574] : INFO : Epoch 1625 | loss: 0.031013 | val_loss: 0.0313087 | Time: 1609.44 ms [2022-01-13 11:58:59 main:574] : INFO : Epoch 1626 | loss: 0.0310079 | val_loss: 0.0312904 | Time: 1642 ms [2022-01-13 11:59:01 main:574] : INFO : Epoch 1627 | loss: 0.0310139 | val_loss: 0.0313137 | Time: 1641.55 ms [2022-01-13 11:59:02 main:574] : INFO : Epoch 1628 | loss: 0.0310167 | val_loss: 0.0312817 | Time: 1584.92 ms [2022-01-13 11:59:04 main:574] : INFO : Epoch 1629 | loss: 0.0310173 | val_loss: 0.0313183 | Time: 1602.44 ms [2022-01-13 11:59:06 main:574] : INFO : Epoch 1630 | loss: 0.0310097 | val_loss: 0.0312864 | Time: 1617.93 ms [2022-01-13 11:59:07 main:574] : INFO : Epoch 1631 | loss: 0.0310116 | val_loss: 0.031291 | Time: 1652.84 ms [2022-01-13 11:59:09 main:574] : INFO : Epoch 1632 | loss: 0.0310207 | val_loss: 0.0312884 | Time: 1628.68 ms [2022-01-13 11:59:11 main:574] : INFO : Epoch 1633 | loss: 0.0310171 | val_loss: 0.0313047 | Time: 1618.32 ms [2022-01-13 11:59:12 main:574] : INFO : Epoch 1634 | loss: 0.0310158 | val_loss: 0.031296 | Time: 1612.6 ms [2022-01-13 11:59:14 main:574] : INFO : Epoch 1635 | loss: 0.0310131 | val_loss: 0.0313272 | Time: 1645.65 ms [2022-01-13 11:59:15 main:574] : INFO : Epoch 1636 | loss: 0.0310147 | val_loss: 0.0312933 | Time: 1604.5 ms [2022-01-13 11:59:17 main:574] : INFO : Epoch 1637 | loss: 0.0310086 | val_loss: 0.0313093 | Time: 1605.53 ms [2022-01-13 11:59:19 main:574] : INFO : Epoch 1638 | loss: 0.0310088 | val_loss: 0.0312775 | Time: 1635.52 ms [2022-01-13 11:59:20 main:574] : INFO : Epoch 1639 | loss: 0.0310172 | val_loss: 0.0313031 | Time: 1611.26 ms [2022-01-13 11:59:22 main:574] : INFO : Epoch 1640 | loss: 0.0310171 | val_loss: 0.0313119 | Time: 1582.78 ms [2022-01-13 11:59:23 main:574] : INFO : Epoch 1641 | loss: 0.0310088 | val_loss: 0.0312977 | Time: 1568.09 ms [2022-01-13 11:59:25 main:574] : INFO : Epoch 1642 | loss: 0.0310161 | val_loss: 0.0312897 | Time: 1598.84 ms [2022-01-13 11:59:27 main:574] : INFO : Epoch 1643 | loss: 0.0310122 | val_loss: 0.0312697 | Time: 1589.83 ms [2022-01-13 11:59:28 main:574] : INFO : Epoch 1644 | loss: 0.031026 | val_loss: 0.0313011 | Time: 1601.32 ms [2022-01-13 11:59:30 main:574] : INFO : Epoch 1645 | loss: 0.0310164 | val_loss: 0.0312856 | Time: 1602.77 ms [2022-01-13 11:59:31 main:574] : INFO : Epoch 1646 | loss: 0.0310212 | val_loss: 0.031295 | Time: 1601.83 ms [2022-01-13 11:59:33 main:574] : INFO : Epoch 1647 | loss: 0.0310341 | val_loss: 0.0312926 | Time: 1622.22 ms [2022-01-13 11:59:35 main:574] : INFO : Epoch 1648 | loss: 0.0310308 | val_loss: 0.031281 | Time: 1607.44 ms [2022-01-13 11:59:36 main:574] : INFO : Epoch 1649 | loss: 0.0310216 | val_loss: 0.0313045 | Time: 1605.18 ms [2022-01-13 11:59:38 main:574] : INFO : Epoch 1650 | loss: 0.031014 | val_loss: 0.0313095 | Time: 1615.28 ms [2022-01-13 11:59:40 main:574] : INFO : Epoch 1651 | loss: 0.0310068 | val_loss: 0.03131 | Time: 1615.18 ms [2022-01-13 11:59:41 main:574] : INFO : Epoch 1652 | loss: 0.031008 | val_loss: 0.031304 | Time: 1607.58 ms [2022-01-13 11:59:43 main:574] : INFO : Epoch 1653 | loss: 0.0310154 | val_loss: 0.0312999 | Time: 1569.23 ms [2022-01-13 11:59:44 main:574] : INFO : Epoch 1654 | loss: 0.0310174 | val_loss: 0.0313109 | Time: 1594.97 ms [2022-01-13 11:59:46 main:574] : INFO : Epoch 1655 | loss: 0.0310161 | val_loss: 0.0312975 | Time: 1600.48 ms [2022-01-13 11:59:47 main:574] : INFO : Epoch 1656 | loss: 0.031011 | val_loss: 0.0313052 | Time: 1578.22 ms [2022-01-13 11:59:49 main:574] : INFO : Epoch 1657 | loss: 0.0310147 | val_loss: 0.0313084 | Time: 1550.29 ms [2022-01-13 11:59:51 main:574] : INFO : Epoch 1658 | loss: 0.0310091 | val_loss: 0.0312881 | Time: 1617.57 ms [2022-01-13 11:59:52 main:574] : INFO : Epoch 1659 | loss: 0.0310052 | val_loss: 0.0312927 | Time: 1570.92 ms [2022-01-13 11:59:54 main:574] : INFO : Epoch 1660 | loss: 0.0310175 | val_loss: 0.03126 | Time: 1597.49 ms [2022-01-13 11:59:55 main:574] : INFO : Epoch 1661 | loss: 0.0310124 | val_loss: 0.0312866 | Time: 1587.59 ms [2022-01-13 11:59:57 main:574] : INFO : Epoch 1662 | loss: 0.0310063 | val_loss: 0.0313309 | Time: 1630.64 ms [2022-01-13 11:59:59 main:574] : INFO : Epoch 1663 | loss: 0.0310129 | val_loss: 0.0313245 | Time: 1582.5 ms [2022-01-13 12:00:00 main:574] : INFO : Epoch 1664 | loss: 0.03101 | val_loss: 0.0312964 | Time: 1546.32 ms [2022-01-13 12:00:02 main:574] : INFO : Epoch 1665 | loss: 0.0310166 | val_loss: 0.0312942 | Time: 1570.64 ms [2022-01-13 12:00:03 main:574] : INFO : Epoch 1666 | loss: 0.0310219 | val_loss: 0.0312713 | Time: 1588.06 ms [2022-01-13 12:00:05 main:574] : INFO : Epoch 1667 | loss: 0.0310182 | val_loss: 0.031274 | Time: 1575.47 ms [2022-01-13 12:00:06 main:574] : INFO : Epoch 1668 | loss: 0.0310109 | val_loss: 0.0312934 | Time: 1572.22 ms [2022-01-13 12:00:08 main:574] : INFO : Epoch 1669 | loss: 0.0310093 | val_loss: 0.0312955 | Time: 1657.12 ms [2022-01-13 12:00:10 main:574] : INFO : Epoch 1670 | loss: 0.031012 | val_loss: 0.0313179 | Time: 1618.04 ms [2022-01-13 12:00:11 main:574] : INFO : Epoch 1671 | loss: 0.031013 | val_loss: 0.031285 | Time: 1604.1 ms [2022-01-13 12:00:13 main:574] : INFO : Epoch 1672 | loss: 0.0310141 | val_loss: 0.0312981 | Time: 1576.04 ms [2022-01-13 12:00:15 main:574] : INFO : Epoch 1673 | loss: 0.0310175 | val_loss: 0.0312789 | Time: 1559.04 ms [2022-01-13 12:00:16 main:574] : INFO : Epoch 1674 | loss: 0.0310176 | val_loss: 0.0312901 | Time: 1573.16 ms [2022-01-13 12:00:18 main:574] : INFO : Epoch 1675 | loss: 0.0310095 | val_loss: 0.0313095 | Time: 1586.59 ms [2022-01-13 12:00:19 main:574] : INFO : Epoch 1676 | loss: 0.0310076 | val_loss: 0.0313132 | Time: 1580.66 ms [2022-01-13 12:00:21 main:574] : INFO : Epoch 1677 | loss: 0.0310116 | val_loss: 0.0312807 | Time: 1575.91 ms [2022-01-13 12:00:22 main:574] : INFO : Epoch 1678 | loss: 0.0310208 | val_loss: 0.0312941 | Time: 1599.68 ms [2022-01-13 12:00:24 main:574] : INFO : Epoch 1679 | loss: 0.0310084 | val_loss: 0.0313035 | Time: 1606.99 ms [2022-01-13 12:00:26 main:574] : INFO : Epoch 1680 | loss: 0.0310117 | val_loss: 0.0312996 | Time: 1592.77 ms [2022-01-13 12:00:27 main:574] : INFO : Epoch 1681 | loss: 0.031021 | val_loss: 0.0312767 | Time: 1631.58 ms [2022-01-13 12:00:29 main:574] : INFO : Epoch 1682 | loss: 0.0310187 | val_loss: 0.0312953 | Time: 1591.74 ms [2022-01-13 12:00:31 main:574] : INFO : Epoch 1683 | loss: 0.031013 | val_loss: 0.0313224 | Time: 1647.55 ms [2022-01-13 12:00:32 main:574] : INFO : Epoch 1684 | loss: 0.0310099 | val_loss: 0.0312909 | Time: 1601.67 ms [2022-01-13 12:00:34 main:574] : INFO : Epoch 1685 | loss: 0.0310113 | val_loss: 0.0313086 | Time: 1602.7 ms [2022-01-13 12:00:35 main:574] : INFO : Epoch 1686 | loss: 0.0310102 | val_loss: 0.0312973 | Time: 1600.97 ms [2022-01-13 12:00:37 main:574] : INFO : Epoch 1687 | loss: 0.0310086 | val_loss: 0.0313111 | Time: 1603.46 ms [2022-01-13 12:00:39 main:574] : INFO : Epoch 1688 | loss: 0.031009 | val_loss: 0.0312883 | Time: 1573.57 ms [2022-01-13 12:00:40 main:574] : INFO : Epoch 1689 | loss: 0.0310158 | val_loss: 0.0312934 | Time: 1591.99 ms [2022-01-13 12:00:42 main:574] : INFO : Epoch 1690 | loss: 0.0310147 | val_loss: 0.0312818 | Time: 1628.8 ms [2022-01-13 12:00:43 main:574] : INFO : Epoch 1691 | loss: 0.0310168 | val_loss: 0.0312922 | Time: 1640.59 ms [2022-01-13 12:00:45 main:574] : INFO : Epoch 1692 | loss: 0.0310143 | val_loss: 0.0313155 | Time: 1619.31 ms [2022-01-13 12:00:47 main:574] : INFO : Epoch 1693 | loss: 0.0310082 | val_loss: 0.0313239 | Time: 1621.04 ms [2022-01-13 12:00:48 main:574] : INFO : Epoch 1694 | loss: 0.0310129 | val_loss: 0.03129 | Time: 1582.41 ms [2022-01-13 12:00:50 main:574] : INFO : Epoch 1695 | loss: 0.0310126 | val_loss: 0.0312838 | Time: 1608.98 ms [2022-01-13 12:00:51 main:574] : INFO : Epoch 1696 | loss: 0.0310132 | val_loss: 0.0312962 | Time: 1628.47 ms [2022-01-13 12:00:53 main:574] : INFO : Epoch 1697 | loss: 0.0310037 | val_loss: 0.0312954 | Time: 1593.26 ms [2022-01-13 12:00:55 main:574] : INFO : Epoch 1698 | loss: 0.0310109 | val_loss: 0.0312882 | Time: 1584.14 ms [2022-01-13 12:00:56 main:574] : INFO : Epoch 1699 | loss: 0.0310171 | val_loss: 0.0313225 | Time: 1595.42 ms [2022-01-13 12:00:58 main:574] : INFO : Epoch 1700 | loss: 0.0310146 | val_loss: 0.0312993 | Time: 1605.92 ms [2022-01-13 12:00:59 main:574] : INFO : Epoch 1701 | loss: 0.0310087 | val_loss: 0.0313011 | Time: 1584.32 ms [2022-01-13 12:01:01 main:574] : INFO : Epoch 1702 | loss: 0.0310096 | val_loss: 0.0313179 | Time: 1573.83 ms [2022-01-13 12:01:03 main:574] : INFO : Epoch 1703 | loss: 0.0310155 | val_loss: 0.0312795 | Time: 1649.2 ms [2022-01-13 12:01:04 main:574] : INFO : Epoch 1704 | loss: 0.0310094 | val_loss: 0.0313267 | Time: 1646.04 ms [2022-01-13 12:01:06 main:574] : INFO : Epoch 1705 | loss: 0.0310176 | val_loss: 0.0312822 | Time: 1587.27 ms [2022-01-13 12:01:08 main:574] : INFO : Epoch 1706 | loss: 0.0310166 | val_loss: 0.0313007 | Time: 1599.85 ms [2022-01-13 12:01:09 main:574] : INFO : Epoch 1707 | loss: 0.0310111 | val_loss: 0.0312866 | Time: 1593.27 ms [2022-01-13 12:01:11 main:574] : INFO : Epoch 1708 | loss: 0.0310143 | val_loss: 0.031311 | Time: 1578.33 ms [2022-01-13 12:01:12 main:574] : INFO : Epoch 1709 | loss: 0.0310137 | val_loss: 0.0312753 | Time: 1614.06 ms [2022-01-13 12:01:14 main:574] : INFO : Epoch 1710 | loss: 0.0310106 | val_loss: 0.0313005 | Time: 1620.08 ms [2022-01-13 12:01:16 main:574] : INFO : Epoch 1711 | loss: 0.0310053 | val_loss: 0.0313104 | Time: 1609.91 ms [2022-01-13 12:01:17 main:574] : INFO : Epoch 1712 | loss: 0.0310077 | val_loss: 0.0312866 | Time: 1639.08 ms [2022-01-13 12:01:19 main:574] : INFO : Epoch 1713 | loss: 0.0310111 | val_loss: 0.0312838 | Time: 1597.07 ms [2022-01-13 12:01:20 main:574] : INFO : Epoch 1714 | loss: 0.0310141 | val_loss: 0.0313035 | Time: 1600.25 ms [2022-01-13 12:01:22 main:574] : INFO : Epoch 1715 | loss: 0.0310191 | val_loss: 0.0312945 | Time: 1565.52 ms [2022-01-13 12:01:24 main:574] : INFO : Epoch 1716 | loss: 0.0310098 | val_loss: 0.031274 | Time: 1592.47 ms [2022-01-13 12:01:25 main:574] : INFO : Epoch 1717 | loss: 0.0310173 | val_loss: 0.0313032 | Time: 1613.28 ms [2022-01-13 12:01:27 main:574] : INFO : Epoch 1718 | loss: 0.0310308 | val_loss: 0.0312697 | Time: 1570.17 ms [2022-01-13 12:01:28 main:574] : INFO : Epoch 1719 | loss: 0.0310455 | val_loss: 0.0312516 | Time: 1643.12 ms [2022-01-13 12:01:30 main:574] : INFO : Epoch 1720 | loss: 0.0310242 | val_loss: 0.0312775 | Time: 1623.52 ms [2022-01-13 12:01:32 main:574] : INFO : Epoch 1721 | loss: 0.0310172 | val_loss: 0.0312814 | Time: 1579.01 ms [2022-01-13 12:01:33 main:574] : INFO : Epoch 1722 | loss: 0.0310122 | val_loss: 0.0313128 | Time: 1607.37 ms [2022-01-13 12:01:35 main:574] : INFO : Epoch 1723 | loss: 0.0310074 | val_loss: 0.031301 | Time: 1579.41 ms [2022-01-13 12:01:36 main:574] : INFO : Epoch 1724 | loss: 0.0310105 | val_loss: 0.0313049 | Time: 1592.16 ms [2022-01-13 12:01:38 main:574] : INFO : Epoch 1725 | loss: 0.0310195 | val_loss: 0.0312885 | Time: 1598.66 ms [2022-01-13 12:01:40 main:574] : INFO : Epoch 1726 | loss: 0.0310266 | val_loss: 0.0312898 | Time: 1621.58 ms [2022-01-13 12:01:41 main:574] : INFO : Epoch 1727 | loss: 0.0310164 | val_loss: 0.0313004 | Time: 1632.98 ms [2022-01-13 12:01:43 main:574] : INFO : Epoch 1728 | loss: 0.0310134 | val_loss: 0.0312963 | Time: 1623.07 ms [2022-01-13 12:01:44 main:574] : INFO : Epoch 1729 | loss: 0.0310148 | val_loss: 0.0313081 | Time: 1587.71 ms [2022-01-13 12:01:46 main:574] : INFO : Epoch 1730 | loss: 0.0310156 | val_loss: 0.031312 | Time: 1619.61 ms [2022-01-13 12:01:48 main:574] : INFO : Epoch 1731 | loss: 0.0310154 | val_loss: 0.0313136 | Time: 1558.49 ms [2022-01-13 12:01:49 main:574] : INFO : Epoch 1732 | loss: 0.0310151 | val_loss: 0.0312771 | Time: 1585.71 ms [2022-01-13 12:01:51 main:574] : INFO : Epoch 1733 | loss: 0.0310151 | val_loss: 0.0312893 | Time: 1624.35 ms [2022-01-13 12:01:52 main:574] : INFO : Epoch 1734 | loss: 0.0310122 | val_loss: 0.0313116 | Time: 1652.5 ms [2022-01-13 12:01:54 main:574] : INFO : Epoch 1735 | loss: 0.0310079 | val_loss: 0.0312982 | Time: 1610.97 ms [2022-01-13 12:01:56 main:574] : INFO : Epoch 1736 | loss: 0.0310156 | val_loss: 0.0312954 | Time: 1567.56 ms [2022-01-13 12:01:57 main:574] : INFO : Epoch 1737 | loss: 0.0310119 | val_loss: 0.0312865 | Time: 1645.66 ms [2022-01-13 12:01:59 main:574] : INFO : Epoch 1738 | loss: 0.0310188 | val_loss: 0.0312902 | Time: 1628.62 ms [2022-01-13 12:02:01 main:574] : INFO : Epoch 1739 | loss: 0.0310084 | val_loss: 0.0313131 | Time: 1585.71 ms [2022-01-13 12:02:02 main:574] : INFO : Epoch 1740 | loss: 0.0310223 | val_loss: 0.0312514 | Time: 1588.34 ms [2022-01-13 12:02:04 main:574] : INFO : Epoch 1741 | loss: 0.0310868 | val_loss: 0.0312365 | Time: 1593.49 ms [2022-01-13 12:02:05 main:574] : INFO : Epoch 1742 | loss: 0.0310583 | val_loss: 0.031288 | Time: 1587.18 ms [2022-01-13 12:02:07 main:574] : INFO : Epoch 1743 | loss: 0.0310255 | val_loss: 0.0312855 | Time: 1597.98 ms [2022-01-13 12:02:09 main:574] : INFO : Epoch 1744 | loss: 0.0310169 | val_loss: 0.0312969 | Time: 1603.15 ms [2022-01-13 12:02:10 main:574] : INFO : Epoch 1745 | loss: 0.0310103 | val_loss: 0.031297 | Time: 1621.64 ms [2022-01-13 12:02:12 main:574] : INFO : Epoch 1746 | loss: 0.0310196 | val_loss: 0.0312749 | Time: 1621.32 ms [2022-01-13 12:02:13 main:574] : INFO : Epoch 1747 | loss: 0.0310192 | val_loss: 0.0312847 | Time: 1559.78 ms [2022-01-13 12:02:15 main:574] : INFO : Epoch 1748 | loss: 0.0310144 | val_loss: 0.0313166 | Time: 1588.25 ms [2022-01-13 12:02:16 main:574] : INFO : Epoch 1749 | loss: 0.0310204 | val_loss: 0.0313052 | Time: 1567.17 ms [2022-01-13 12:02:18 main:574] : INFO : Epoch 1750 | loss: 0.0310197 | val_loss: 0.031288 | Time: 1633.38 ms [2022-01-13 12:02:20 main:574] : INFO : Epoch 1751 | loss: 0.0310135 | val_loss: 0.0312953 | Time: 1642.31 ms [2022-01-13 12:02:21 main:574] : INFO : Epoch 1752 | loss: 0.0310118 | val_loss: 0.0313117 | Time: 1595.24 ms [2022-01-13 12:02:23 main:574] : INFO : Epoch 1753 | loss: 0.0310157 | val_loss: 0.0313036 | Time: 1559.06 ms [2022-01-13 12:02:25 main:574] : INFO : Epoch 1754 | loss: 0.0310048 | val_loss: 0.0312864 | Time: 1572.98 ms [2022-01-13 12:02:26 main:574] : INFO : Epoch 1755 | loss: 0.0310072 | val_loss: 0.0312897 | Time: 1626.38 ms [2022-01-13 12:02:28 main:574] : INFO : Epoch 1756 | loss: 0.0310133 | val_loss: 0.0312828 | Time: 1626.42 ms [2022-01-13 12:02:29 main:574] : INFO : Epoch 1757 | loss: 0.0310341 | val_loss: 0.0312675 | Time: 1600.38 ms [2022-01-13 12:02:31 main:574] : INFO : Epoch 1758 | loss: 0.0310282 | val_loss: 0.0312842 | Time: 1623.28 ms [2022-01-13 12:02:33 main:574] : INFO : Epoch 1759 | loss: 0.0310151 | val_loss: 0.031294 | Time: 1593.95 ms [2022-01-13 12:02:34 main:574] : INFO : Epoch 1760 | loss: 0.0310152 | val_loss: 0.0312726 | Time: 1603.01 ms [2022-01-13 12:02:36 main:574] : INFO : Epoch 1761 | loss: 0.0310108 | val_loss: 0.0312798 | Time: 1559.34 ms [2022-01-13 12:02:37 main:574] : INFO : Epoch 1762 | loss: 0.0310146 | val_loss: 0.0313111 | Time: 1613.7 ms [2022-01-13 12:02:39 main:574] : INFO : Epoch 1763 | loss: 0.0310082 | val_loss: 0.0312965 | Time: 1622.88 ms [2022-01-13 12:02:41 main:574] : INFO : Epoch 1764 | loss: 0.0310137 | val_loss: 0.0312859 | Time: 1561.37 ms [2022-01-13 12:02:42 main:574] : INFO : Epoch 1765 | loss: 0.0310216 | val_loss: 0.031291 | Time: 1583.66 ms [2022-01-13 12:02:44 main:574] : INFO : Epoch 1766 | loss: 0.0310198 | val_loss: 0.031295 | Time: 1629.09 ms [2022-01-13 12:02:45 main:574] : INFO : Epoch 1767 | loss: 0.0310141 | val_loss: 0.0312718 | Time: 1642 ms [2022-01-13 12:02:47 main:574] : INFO : Epoch 1768 | loss: 0.031013 | val_loss: 0.0313034 | Time: 1618.41 ms [2022-01-13 12:02:49 main:574] : INFO : Epoch 1769 | loss: 0.0310194 | val_loss: 0.0312993 | Time: 1575.3 ms [2022-01-13 12:02:50 main:574] : INFO : Epoch 1770 | loss: 0.0310137 | val_loss: 0.0312947 | Time: 1608.35 ms [2022-01-13 12:02:52 main:574] : INFO : Epoch 1771 | loss: 0.0310115 | val_loss: 0.0312837 | Time: 1582.4 ms [2022-01-13 12:02:53 main:574] : INFO : Epoch 1772 | loss: 0.0310115 | val_loss: 0.0312882 | Time: 1620.78 ms [2022-01-13 12:02:55 main:574] : INFO : Epoch 1773 | loss: 0.0310064 | val_loss: 0.0313166 | Time: 1645.56 ms [2022-01-13 12:02:57 main:574] : INFO : Epoch 1774 | loss: 0.0310135 | val_loss: 0.0312931 | Time: 1604.19 ms [2022-01-13 12:02:58 main:574] : INFO : Epoch 1775 | loss: 0.0310099 | val_loss: 0.031298 | Time: 1606.19 ms [2022-01-13 12:03:00 main:574] : INFO : Epoch 1776 | loss: 0.0310135 | val_loss: 0.0312645 | Time: 1605.95 ms [2022-01-13 12:03:02 main:574] : INFO : Epoch 1777 | loss: 0.0310172 | val_loss: 0.031302 | Time: 1608.09 ms [2022-01-13 12:03:03 main:574] : INFO : Epoch 1778 | loss: 0.0310162 | val_loss: 0.0312942 | Time: 1568.02 ms [2022-01-13 12:03:05 main:574] : INFO : Epoch 1779 | loss: 0.0310106 | val_loss: 0.0312845 | Time: 1607.37 ms [2022-01-13 12:03:06 main:574] : INFO : Epoch 1780 | loss: 0.0310097 | val_loss: 0.0312948 | Time: 1604.66 ms [2022-01-13 12:03:08 main:574] : INFO : Epoch 1781 | loss: 0.0310121 | val_loss: 0.0312959 | Time: 1638.69 ms [2022-01-13 12:03:10 main:574] : INFO : Epoch 1782 | loss: 0.0310148 | val_loss: 0.0312924 | Time: 1652.1 ms [2022-01-13 12:03:11 main:574] : INFO : Epoch 1783 | loss: 0.0310179 | val_loss: 0.0313078 | Time: 1607.76 ms [2022-01-13 12:03:13 main:574] : INFO : Epoch 1784 | loss: 0.0310112 | val_loss: 0.0313003 | Time: 1601.86 ms [2022-01-13 12:03:14 main:574] : INFO : Epoch 1785 | loss: 0.0310207 | val_loss: 0.0312905 | Time: 1601.88 ms [2022-01-13 12:03:16 main:574] : INFO : Epoch 1786 | loss: 0.0310184 | val_loss: 0.0312925 | Time: 1598.3 ms [2022-01-13 12:03:18 main:574] : INFO : Epoch 1787 | loss: 0.0310127 | val_loss: 0.0312825 | Time: 1582.9 ms [2022-01-13 12:03:19 main:574] : INFO : Epoch 1788 | loss: 0.0310127 | val_loss: 0.0312946 | Time: 1632.54 ms [2022-01-13 12:03:21 main:574] : INFO : Epoch 1789 | loss: 0.0310088 | val_loss: 0.0312798 | Time: 1588.93 ms [2022-01-13 12:03:22 main:574] : INFO : Epoch 1790 | loss: 0.0310094 | val_loss: 0.0312834 | Time: 1608.2 ms [2022-01-13 12:03:24 main:574] : INFO : Epoch 1791 | loss: 0.0310087 | val_loss: 0.0312907 | Time: 1568.02 ms [2022-01-13 12:03:26 main:574] : INFO : Epoch 1792 | loss: 0.0310136 | val_loss: 0.0312934 | Time: 1597.13 ms [2022-01-13 12:03:27 main:574] : INFO : Epoch 1793 | loss: 0.0310117 | val_loss: 0.0313119 | Time: 1610.18 ms [2022-01-13 12:03:29 main:574] : INFO : Epoch 1794 | loss: 0.0310137 | val_loss: 0.0312884 | Time: 1561.79 ms [2022-01-13 12:03:30 main:574] : INFO : Epoch 1795 | loss: 0.0310169 | val_loss: 0.0312825 | Time: 1590 ms [2022-01-13 12:03:32 main:574] : INFO : Epoch 1796 | loss: 0.0310148 | val_loss: 0.0313194 | Time: 1588.01 ms [2022-01-13 12:03:34 main:574] : INFO : Epoch 1797 | loss: 0.0310182 | val_loss: 0.0313025 | Time: 1577.1 ms [2022-01-13 12:03:35 main:574] : INFO : Epoch 1798 | loss: 0.0310176 | val_loss: 0.0312967 | Time: 1576.19 ms [2022-01-13 12:03:37 main:574] : INFO : Epoch 1799 | loss: 0.0310252 | val_loss: 0.0312715 | Time: 1579.37 ms [2022-01-13 12:03:38 main:574] : INFO : Epoch 1800 | loss: 0.0310246 | val_loss: 0.0312934 | Time: 1555.91 ms [2022-01-13 12:03:40 main:574] : INFO : Epoch 1801 | loss: 0.0310137 | val_loss: 0.0313019 | Time: 1590.17 ms [2022-01-13 12:03:41 main:574] : INFO : Epoch 1802 | loss: 0.0310097 | val_loss: 0.0312879 | Time: 1613.7 ms [2022-01-13 12:03:43 main:574] : INFO : Epoch 1803 | loss: 0.0310071 | val_loss: 0.0312992 | Time: 1622.79 ms [2022-01-13 12:03:45 main:574] : INFO : Epoch 1804 | loss: 0.031007 | val_loss: 0.0312996 | Time: 1625.76 ms [2022-01-13 12:03:46 main:574] : INFO : Epoch 1805 | loss: 0.0310093 | val_loss: 0.0313001 | Time: 1626.89 ms [2022-01-13 12:03:48 main:574] : INFO : Epoch 1806 | loss: 0.0310172 | val_loss: 0.0312852 | Time: 1636.1 ms [2022-01-13 12:03:50 main:574] : INFO : Epoch 1807 | loss: 0.0310144 | val_loss: 0.0312932 | Time: 1617.77 ms [2022-01-13 12:03:51 main:574] : INFO : Epoch 1808 | loss: 0.0310179 | val_loss: 0.0312983 | Time: 1634.56 ms [2022-01-13 12:03:53 main:574] : INFO : Epoch 1809 | loss: 0.0310196 | val_loss: 0.0312904 | Time: 1630.05 ms [2022-01-13 12:03:54 main:574] : INFO : Epoch 1810 | loss: 0.0310188 | val_loss: 0.0312784 | Time: 1564.02 ms [2022-01-13 12:03:56 main:574] : INFO : Epoch 1811 | loss: 0.031012 | val_loss: 0.0313141 | Time: 1619.23 ms [2022-01-13 12:03:58 main:574] : INFO : Epoch 1812 | loss: 0.0310162 | val_loss: 0.0312964 | Time: 1616.61 ms [2022-01-13 12:03:59 main:574] : INFO : Epoch 1813 | loss: 0.0310157 | val_loss: 0.0312942 | Time: 1649.06 ms [2022-01-13 12:04:01 main:574] : INFO : Epoch 1814 | loss: 0.0310125 | val_loss: 0.0312946 | Time: 1569.71 ms [2022-01-13 12:04:03 main:574] : INFO : Epoch 1815 | loss: 0.0310104 | val_loss: 0.031309 | Time: 1596.32 ms [2022-01-13 12:04:04 main:574] : INFO : Epoch 1816 | loss: 0.031014 | val_loss: 0.0312794 | Time: 1624.2 ms [2022-01-13 12:04:06 main:574] : INFO : Epoch 1817 | loss: 0.0310154 | val_loss: 0.0312896 | Time: 1595.88 ms [2022-01-13 12:04:07 main:574] : INFO : Epoch 1818 | loss: 0.0310087 | val_loss: 0.0313057 | Time: 1590.54 ms [2022-01-13 12:04:09 main:574] : INFO : Epoch 1819 | loss: 0.0310116 | val_loss: 0.0313048 | Time: 1591.34 ms [2022-01-13 12:04:11 main:574] : INFO : Epoch 1820 | loss: 0.0310106 | val_loss: 0.0312865 | Time: 1559.2 ms [2022-01-13 12:04:12 main:574] : INFO : Epoch 1821 | loss: 0.0310126 | val_loss: 0.0312988 | Time: 1555.09 ms [2022-01-13 12:04:14 main:574] : INFO : Epoch 1822 | loss: 0.0310134 | val_loss: 0.0312914 | Time: 1584.9 ms [2022-01-13 12:04:15 main:574] : INFO : Epoch 1823 | loss: 0.0310178 | val_loss: 0.0312814 | Time: 1639.35 ms [2022-01-13 12:04:17 main:574] : INFO : Epoch 1824 | loss: 0.031019 | val_loss: 0.0312922 | Time: 1572.76 ms [2022-01-13 12:04:19 main:574] : INFO : Epoch 1825 | loss: 0.0310098 | val_loss: 0.0313177 | Time: 1683.71 ms [2022-01-13 12:04:20 main:574] : INFO : Epoch 1826 | loss: 0.0310113 | val_loss: 0.0313025 | Time: 1641.83 ms [2022-01-13 12:04:22 main:574] : INFO : Epoch 1827 | loss: 0.0310099 | val_loss: 0.0312893 | Time: 1638.87 ms [2022-01-13 12:04:23 main:574] : INFO : Epoch 1828 | loss: 0.0310092 | val_loss: 0.031314 | Time: 1587.31 ms [2022-01-13 12:04:25 main:574] : INFO : Epoch 1829 | loss: 0.0310122 | val_loss: 0.0312856 | Time: 1604.79 ms [2022-01-13 12:04:27 main:574] : INFO : Epoch 1830 | loss: 0.0310189 | val_loss: 0.0313208 | Time: 1603.51 ms [2022-01-13 12:04:28 main:574] : INFO : Epoch 1831 | loss: 0.0310225 | val_loss: 0.0313101 | Time: 1563.57 ms [2022-01-13 12:04:30 main:574] : INFO : Epoch 1832 | loss: 0.0310117 | val_loss: 0.0312895 | Time: 1600.64 ms [2022-01-13 12:04:31 main:574] : INFO : Epoch 1833 | loss: 0.0310264 | val_loss: 0.0312771 | Time: 1588.51 ms [2022-01-13 12:04:33 main:574] : INFO : Epoch 1834 | loss: 0.0310238 | val_loss: 0.0312876 | Time: 1581.58 ms [2022-01-13 12:04:35 main:574] : INFO : Epoch 1835 | loss: 0.0310117 | val_loss: 0.0312971 | Time: 1614.99 ms [2022-01-13 12:04:36 main:574] : INFO : Epoch 1836 | loss: 0.0310063 | val_loss: 0.0313031 | Time: 1640.24 ms [2022-01-13 12:04:38 main:574] : INFO : Epoch 1837 | loss: 0.0310123 | val_loss: 0.0312716 | Time: 1602.19 ms [2022-01-13 12:04:40 main:574] : INFO : Epoch 1838 | loss: 0.0310193 | val_loss: 0.0312938 | Time: 1653.74 ms [2022-01-13 12:04:41 main:574] : INFO : Epoch 1839 | loss: 0.0310172 | val_loss: 0.0312853 | Time: 1625.75 ms [2022-01-13 12:04:43 main:574] : INFO : Epoch 1840 | loss: 0.03101 | val_loss: 0.0312882 | Time: 1570 ms [2022-01-13 12:04:44 main:574] : INFO : Epoch 1841 | loss: 0.0310184 | val_loss: 0.0312931 | Time: 1604.8 ms [2022-01-13 12:04:46 main:574] : INFO : Epoch 1842 | loss: 0.0310164 | val_loss: 0.0313032 | Time: 1570.6 ms [2022-01-13 12:04:47 main:574] : INFO : Epoch 1843 | loss: 0.0310115 | val_loss: 0.0312935 | Time: 1592.92 ms [2022-01-13 12:04:49 main:574] : INFO : Epoch 1844 | loss: 0.0310149 | val_loss: 0.0313039 | Time: 1548.16 ms [2022-01-13 12:04:51 main:574] : INFO : Epoch 1845 | loss: 0.0310177 | val_loss: 0.0313089 | Time: 1633.6 ms [2022-01-13 12:04:52 main:574] : INFO : Epoch 1846 | loss: 0.0310118 | val_loss: 0.0313018 | Time: 1650.54 ms [2022-01-13 12:04:54 main:574] : INFO : Epoch 1847 | loss: 0.0310122 | val_loss: 0.0313045 | Time: 1615.15 ms [2022-01-13 12:04:56 main:574] : INFO : Epoch 1848 | loss: 0.0310092 | val_loss: 0.031302 | Time: 1604.39 ms [2022-01-13 12:04:57 main:574] : INFO : Epoch 1849 | loss: 0.0310113 | val_loss: 0.0312808 | Time: 1572.67 ms [2022-01-13 12:04:59 main:574] : INFO : Epoch 1850 | loss: 0.0310179 | val_loss: 0.0312814 | Time: 1620.5 ms [2022-01-13 12:05:00 main:574] : INFO : Epoch 1851 | loss: 0.0310141 | val_loss: 0.0313013 | Time: 1586.25 ms [2022-01-13 12:05:02 main:574] : INFO : Epoch 1852 | loss: 0.0310137 | val_loss: 0.0312968 | Time: 1584.26 ms [2022-01-13 12:05:04 main:574] : INFO : Epoch 1853 | loss: 0.03101 | val_loss: 0.0312804 | Time: 1632.42 ms [2022-01-13 12:05:05 main:574] : INFO : Epoch 1854 | loss: 0.0310151 | val_loss: 0.0312906 | Time: 1597.2 ms [2022-01-13 12:05:07 main:574] : INFO : Epoch 1855 | loss: 0.0310071 | val_loss: 0.0313025 | Time: 1598.03 ms [2022-01-13 12:05:08 main:574] : INFO : Epoch 1856 | loss: 0.0310008 | val_loss: 0.0313083 | Time: 1584.58 ms [2022-01-13 12:05:10 main:574] : INFO : Epoch 1857 | loss: 0.0310047 | val_loss: 0.0312801 | Time: 1574.85 ms [2022-01-13 12:05:12 main:574] : INFO : Epoch 1858 | loss: 0.0310089 | val_loss: 0.0312858 | Time: 1623.04 ms [2022-01-13 12:05:13 main:574] : INFO : Epoch 1859 | loss: 0.0310135 | val_loss: 0.0312911 | Time: 1609.26 ms [2022-01-13 12:05:15 main:574] : INFO : Epoch 1860 | loss: 0.0310181 | val_loss: 0.03127 | Time: 1576.8 ms [2022-01-13 12:05:16 main:574] : INFO : Epoch 1861 | loss: 0.0310148 | val_loss: 0.0312782 | Time: 1578.55 ms [2022-01-13 12:05:18 main:574] : INFO : Epoch 1862 | loss: 0.0310099 | val_loss: 0.0313088 | Time: 1572.05 ms [2022-01-13 12:05:19 main:574] : INFO : Epoch 1863 | loss: 0.0310116 | val_loss: 0.0313004 | Time: 1589.97 ms [2022-01-13 12:05:21 main:574] : INFO : Epoch 1864 | loss: 0.0310138 | val_loss: 0.0312989 | Time: 1594.98 ms [2022-01-13 12:05:23 main:574] : INFO : Epoch 1865 | loss: 0.0310115 | val_loss: 0.0313117 | Time: 1620.92 ms [2022-01-13 12:05:24 main:574] : INFO : Epoch 1866 | loss: 0.0310186 | val_loss: 0.0312847 | Time: 1612.95 ms [2022-01-13 12:05:26 main:574] : INFO : Epoch 1867 | loss: 0.0310141 | val_loss: 0.0313093 | Time: 1564.14 ms [2022-01-13 12:05:28 main:574] : INFO : Epoch 1868 | loss: 0.0310216 | val_loss: 0.0312914 | Time: 1625.84 ms [2022-01-13 12:05:29 main:574] : INFO : Epoch 1869 | loss: 0.0310229 | val_loss: 0.0312778 | Time: 1631.6 ms [2022-01-13 12:05:31 main:574] : INFO : Epoch 1870 | loss: 0.0310172 | val_loss: 0.0312894 | Time: 1590.14 ms [2022-01-13 12:05:32 main:574] : INFO : Epoch 1871 | loss: 0.0310396 | val_loss: 0.0312861 | Time: 1601.57 ms [2022-01-13 12:05:34 main:574] : INFO : Epoch 1872 | loss: 0.0310246 | val_loss: 0.0313051 | Time: 1589.55 ms [2022-01-13 12:05:36 main:574] : INFO : Epoch 1873 | loss: 0.0310162 | val_loss: 0.0312881 | Time: 1657.82 ms [2022-01-13 12:05:37 main:574] : INFO : Epoch 1874 | loss: 0.0310071 | val_loss: 0.0313008 | Time: 1627.01 ms [2022-01-13 12:05:39 main:574] : INFO : Epoch 1875 | loss: 0.0310111 | val_loss: 0.0312898 | Time: 1605.86 ms [2022-01-13 12:05:40 main:574] : INFO : Epoch 1876 | loss: 0.0310139 | val_loss: 0.0312805 | Time: 1571.02 ms [2022-01-13 12:05:42 main:574] : INFO : Epoch 1877 | loss: 0.0310135 | val_loss: 0.0312951 | Time: 1606.37 ms [2022-01-13 12:05:44 main:574] : INFO : Epoch 1878 | loss: 0.0310142 | val_loss: 0.0313019 | Time: 1594.02 ms [2022-01-13 12:05:45 main:574] : INFO : Epoch 1879 | loss: 0.0310215 | val_loss: 0.0312927 | Time: 1614.55 ms [2022-01-13 12:05:47 main:574] : INFO : Epoch 1880 | loss: 0.0310222 | val_loss: 0.0312818 | Time: 1616.91 ms [2022-01-13 12:05:48 main:574] : INFO : Epoch 1881 | loss: 0.0310257 | val_loss: 0.0312717 | Time: 1597.7 ms [2022-01-13 12:05:50 main:574] : INFO : Epoch 1882 | loss: 0.0310226 | val_loss: 0.0313134 | Time: 1575.87 ms [2022-01-13 12:05:52 main:574] : INFO : Epoch 1883 | loss: 0.0310135 | val_loss: 0.0313087 | Time: 1606.8 ms [2022-01-13 12:05:53 main:574] : INFO : Epoch 1884 | loss: 0.0310114 | val_loss: 0.0312971 | Time: 1621.56 ms [2022-01-13 12:05:55 main:574] : INFO : Epoch 1885 | loss: 0.0310188 | val_loss: 0.0312789 | Time: 1628.64 ms [2022-01-13 12:05:56 main:574] : INFO : Epoch 1886 | loss: 0.0310134 | val_loss: 0.0313008 | Time: 1589.78 ms [2022-01-13 12:05:58 main:574] : INFO : Epoch 1887 | loss: 0.0310069 | val_loss: 0.0312841 | Time: 1616.48 ms [2022-01-13 12:06:00 main:574] : INFO : Epoch 1888 | loss: 0.031006 | val_loss: 0.0312878 | Time: 1568.76 ms [2022-01-13 12:06:01 main:574] : INFO : Epoch 1889 | loss: 0.0310167 | val_loss: 0.0312856 | Time: 1605.05 ms [2022-01-13 12:06:03 main:574] : INFO : Epoch 1890 | loss: 0.0310221 | val_loss: 0.0313049 | Time: 1613.78 ms [2022-01-13 12:06:05 main:574] : INFO : Epoch 1891 | loss: 0.0310169 | val_loss: 0.0312887 | Time: 1627.68 ms [2022-01-13 12:06:06 main:574] : INFO : Epoch 1892 | loss: 0.0310094 | val_loss: 0.0312952 | Time: 1579.96 ms [2022-01-13 12:06:08 main:574] : INFO : Epoch 1893 | loss: 0.0310068 | val_loss: 0.0312922 | Time: 1617.43 ms [2022-01-13 12:06:09 main:574] : INFO : Epoch 1894 | loss: 0.0310127 | val_loss: 0.0313018 | Time: 1589.45 ms [2022-01-13 12:06:11 main:574] : INFO : Epoch 1895 | loss: 0.0310147 | val_loss: 0.0313038 | Time: 1569.82 ms [2022-01-13 12:06:12 main:574] : INFO : Epoch 1896 | loss: 0.0310142 | val_loss: 0.031309 | Time: 1562.35 ms [2022-01-13 12:06:14 main:574] : INFO : Epoch 1897 | loss: 0.0310147 | val_loss: 0.0312833 | Time: 1560.54 ms [2022-01-13 12:06:16 main:574] : INFO : Epoch 1898 | loss: 0.0310223 | val_loss: 0.0312648 | Time: 1560.91 ms [2022-01-13 12:06:17 main:574] : INFO : Epoch 1899 | loss: 0.031014 | val_loss: 0.0312958 | Time: 1635.78 ms [2022-01-13 12:06:19 main:574] : INFO : Epoch 1900 | loss: 0.0310168 | val_loss: 0.0312798 | Time: 1625.98 ms [2022-01-13 12:06:20 main:574] : INFO : Epoch 1901 | loss: 0.0310083 | val_loss: 0.0312965 | Time: 1569.15 ms [2022-01-13 12:06:22 main:574] : INFO : Epoch 1902 | loss: 0.03101 | val_loss: 0.0312881 | Time: 1580.84 ms [2022-01-13 12:06:24 main:574] : INFO : Epoch 1903 | loss: 0.0310134 | val_loss: 0.0313097 | Time: 1607.69 ms [2022-01-13 12:06:25 main:574] : INFO : Epoch 1904 | loss: 0.0310111 | val_loss: 0.0313115 | Time: 1572.04 ms [2022-01-13 12:06:27 main:574] : INFO : Epoch 1905 | loss: 0.0310115 | val_loss: 0.0313024 | Time: 1608.07 ms [2022-01-13 12:06:28 main:574] : INFO : Epoch 1906 | loss: 0.0310105 | val_loss: 0.031284 | Time: 1575.76 ms [2022-01-13 12:06:30 main:574] : INFO : Epoch 1907 | loss: 0.0310082 | val_loss: 0.0313113 | Time: 1592.27 ms [2022-01-13 12:06:32 main:574] : INFO : Epoch 1908 | loss: 0.0310074 | val_loss: 0.0313078 | Time: 1647.53 ms [2022-01-13 12:06:33 main:574] : INFO : Epoch 1909 | loss: 0.0310209 | val_loss: 0.0312901 | Time: 1606.3 ms [2022-01-13 12:06:35 main:574] : INFO : Epoch 1910 | loss: 0.0310099 | val_loss: 0.0312852 | Time: 1574.62 ms [2022-01-13 12:06:36 main:574] : INFO : Epoch 1911 | loss: 0.0310097 | val_loss: 0.0312999 | Time: 1596.49 ms [2022-01-13 12:06:38 main:574] : INFO : Epoch 1912 | loss: 0.0310104 | val_loss: 0.0313208 | Time: 1573.12 ms [2022-01-13 12:06:40 main:574] : INFO : Epoch 1913 | loss: 0.0310098 | val_loss: 0.0312782 | Time: 1571.6 ms [2022-01-13 12:06:41 main:574] : INFO : Epoch 1914 | loss: 0.0310257 | val_loss: 0.0312808 | Time: 1589.8 ms [2022-01-13 12:06:43 main:574] : INFO : Epoch 1915 | loss: 0.0310148 | val_loss: 0.0313142 | Time: 1603.19 ms [2022-01-13 12:06:44 main:574] : INFO : Epoch 1916 | loss: 0.0310104 | val_loss: 0.0312912 | Time: 1552.67 ms [2022-01-13 12:06:46 main:574] : INFO : Epoch 1917 | loss: 0.0310143 | val_loss: 0.0312798 | Time: 1599.35 ms [2022-01-13 12:06:48 main:574] : INFO : Epoch 1918 | loss: 0.031016 | val_loss: 0.0313033 | Time: 1612.69 ms [2022-01-13 12:06:49 main:574] : INFO : Epoch 1919 | loss: 0.0310119 | val_loss: 0.0312888 | Time: 1625.67 ms [2022-01-13 12:06:51 main:574] : INFO : Epoch 1920 | loss: 0.031006 | val_loss: 0.0313153 | Time: 1626.67 ms [2022-01-13 12:06:52 main:574] : INFO : Epoch 1921 | loss: 0.0310057 | val_loss: 0.0312957 | Time: 1615.76 ms [2022-01-13 12:06:54 main:574] : INFO : Epoch 1922 | loss: 0.0310058 | val_loss: 0.0313052 | Time: 1604.26 ms [2022-01-13 12:06:56 main:574] : INFO : Epoch 1923 | loss: 0.0310083 | val_loss: 0.0313087 | Time: 1587.58 ms [2022-01-13 12:06:57 main:574] : INFO : Epoch 1924 | loss: 0.0310092 | val_loss: 0.0312925 | Time: 1644.09 ms [2022-01-13 12:06:59 main:574] : INFO : Epoch 1925 | loss: 0.0310119 | val_loss: 0.0313015 | Time: 1612.02 ms [2022-01-13 12:07:00 main:574] : INFO : Epoch 1926 | loss: 0.0310108 | val_loss: 0.0312956 | Time: 1610.6 ms [2022-01-13 12:07:02 main:574] : INFO : Epoch 1927 | loss: 0.0310122 | val_loss: 0.0312716 | Time: 1636.12 ms [2022-01-13 12:07:04 main:574] : INFO : Epoch 1928 | loss: 0.0310104 | val_loss: 0.0313028 | Time: 1600.07 ms [2022-01-13 12:07:05 main:574] : INFO : Epoch 1929 | loss: 0.0310111 | val_loss: 0.0313019 | Time: 1598.31 ms [2022-01-13 12:07:07 main:574] : INFO : Epoch 1930 | loss: 0.0310095 | val_loss: 0.0313082 | Time: 1584.4 ms [2022-01-13 12:07:09 main:574] : INFO : Epoch 1931 | loss: 0.0310092 | val_loss: 0.031312 | Time: 1602.43 ms [2022-01-13 12:07:10 main:574] : INFO : Epoch 1932 | loss: 0.0310166 | val_loss: 0.0312882 | Time: 1601.33 ms [2022-01-13 12:07:12 main:574] : INFO : Epoch 1933 | loss: 0.0310164 | val_loss: 0.0312835 | Time: 1589.57 ms [2022-01-13 12:07:13 main:574] : INFO : Epoch 1934 | loss: 0.0310206 | val_loss: 0.031341 | Time: 1626.8 ms [2022-01-13 12:07:15 main:574] : INFO : Epoch 1935 | loss: 0.0310135 | val_loss: 0.031306 | Time: 1547.65 ms [2022-01-13 12:07:16 main:574] : INFO : Epoch 1936 | loss: 0.0310195 | val_loss: 0.0313015 | Time: 1545.81 ms [2022-01-13 12:07:18 main:574] : INFO : Epoch 1937 | loss: 0.0310617 | val_loss: 0.0316751 | Time: 1584.82 ms [2022-01-13 12:07:20 main:574] : INFO : Epoch 1938 | loss: 0.0311893 | val_loss: 0.0312991 | Time: 1600.99 ms [2022-01-13 12:07:21 main:574] : INFO : Epoch 1939 | loss: 0.0310424 | val_loss: 0.0312789 | Time: 1643.78 ms [2022-01-13 12:07:23 main:574] : INFO : Epoch 1940 | loss: 0.0310145 | val_loss: 0.0312937 | Time: 1621.84 ms [2022-01-13 12:07:24 main:574] : INFO : Epoch 1941 | loss: 0.0310053 | val_loss: 0.0312897 | Time: 1579.57 ms [2022-01-13 12:07:26 main:574] : INFO : Epoch 1942 | loss: 0.0310143 | val_loss: 0.0312943 | Time: 1624.47 ms [2022-01-13 12:07:28 main:574] : INFO : Epoch 1943 | loss: 0.0310117 | val_loss: 0.031301 | Time: 1573.18 ms [2022-01-13 12:07:29 main:574] : INFO : Epoch 1944 | loss: 0.0310174 | val_loss: 0.0312798 | Time: 1566.14 ms [2022-01-13 12:07:31 main:574] : INFO : Epoch 1945 | loss: 0.0310115 | val_loss: 0.0313131 | Time: 1546 ms [2022-01-13 12:07:32 main:574] : INFO : Epoch 1946 | loss: 0.031009 | val_loss: 0.0312813 | Time: 1544.37 ms [2022-01-13 12:07:34 main:574] : INFO : Epoch 1947 | loss: 0.0310149 | val_loss: 0.0312816 | Time: 1595.51 ms [2022-01-13 12:07:36 main:574] : INFO : Epoch 1948 | loss: 0.0310085 | val_loss: 0.0312999 | Time: 1597.54 ms [2022-01-13 12:07:37 main:574] : INFO : Epoch 1949 | loss: 0.0310035 | val_loss: 0.0313254 | Time: 1590.68 ms [2022-01-13 12:07:39 main:574] : INFO : Epoch 1950 | loss: 0.0310156 | val_loss: 0.0312924 | Time: 1589.57 ms [2022-01-13 12:07:40 main:574] : INFO : Epoch 1951 | loss: 0.0310212 | val_loss: 0.0312834 | Time: 1587.13 ms [2022-01-13 12:07:42 main:574] : INFO : Epoch 1952 | loss: 0.0310148 | val_loss: 0.0313035 | Time: 1621.7 ms [2022-01-13 12:07:44 main:574] : INFO : Epoch 1953 | loss: 0.0310141 | val_loss: 0.0313034 | Time: 1635.19 ms [2022-01-13 12:07:45 main:574] : INFO : Epoch 1954 | loss: 0.0310214 | val_loss: 0.0312922 | Time: 1583.92 ms [2022-01-13 12:07:47 main:574] : INFO : Epoch 1955 | loss: 0.0310121 | val_loss: 0.0313094 | Time: 1619.93 ms [2022-01-13 12:07:48 main:574] : INFO : Epoch 1956 | loss: 0.0310048 | val_loss: 0.0312991 | Time: 1628.48 ms [2022-01-13 12:07:50 main:574] : INFO : Epoch 1957 | loss: 0.0310394 | val_loss: 0.0312726 | Time: 1622.93 ms [2022-01-13 12:07:52 main:574] : INFO : Epoch 1958 | loss: 0.0310309 | val_loss: 0.0313195 | Time: 1645.17 ms [2022-01-13 12:07:53 main:574] : INFO : Epoch 1959 | loss: 0.0310127 | val_loss: 0.0312874 | Time: 1619.59 ms [2022-01-13 12:07:55 main:574] : INFO : Epoch 1960 | loss: 0.0310092 | val_loss: 0.0313072 | Time: 1572.65 ms [2022-01-13 12:07:57 main:574] : INFO : Epoch 1961 | loss: 0.0310103 | val_loss: 0.0312916 | Time: 1656.34 ms [2022-01-13 12:07:58 main:574] : INFO : Epoch 1962 | loss: 0.0310135 | val_loss: 0.0312971 | Time: 1612.88 ms [2022-01-13 12:08:00 main:574] : INFO : Epoch 1963 | loss: 0.0310184 | val_loss: 0.0312893 | Time: 1618.47 ms [2022-01-13 12:08:01 main:574] : INFO : Epoch 1964 | loss: 0.0310217 | val_loss: 0.0312821 | Time: 1609.93 ms [2022-01-13 12:08:03 main:574] : INFO : Epoch 1965 | loss: 0.0310192 | val_loss: 0.0312856 | Time: 1573.71 ms [2022-01-13 12:08:05 main:574] : INFO : Epoch 1966 | loss: 0.0310111 | val_loss: 0.0312879 | Time: 1578.38 ms [2022-01-13 12:08:06 main:574] : INFO : Epoch 1967 | loss: 0.0310129 | val_loss: 0.0313004 | Time: 1604.49 ms [2022-01-13 12:08:08 main:574] : INFO : Epoch 1968 | loss: 0.0310146 | val_loss: 0.0313067 | Time: 1556.19 ms [2022-01-13 12:08:09 main:574] : INFO : Epoch 1969 | loss: 0.031017 | val_loss: 0.0312913 | Time: 1597.8 ms [2022-01-13 12:08:11 main:574] : INFO : Epoch 1970 | loss: 0.0310119 | val_loss: 0.0313189 | Time: 1579.57 ms [2022-01-13 12:08:12 main:574] : INFO : Epoch 1971 | loss: 0.0310064 | val_loss: 0.0312999 | Time: 1561.57 ms [2022-01-13 12:08:14 main:574] : INFO : Epoch 1972 | loss: 0.0310067 | val_loss: 0.0312857 | Time: 1606.55 ms [2022-01-13 12:08:16 main:574] : INFO : Epoch 1973 | loss: 0.0310132 | val_loss: 0.0313186 | Time: 1573.76 ms [2022-01-13 12:08:17 main:574] : INFO : Epoch 1974 | loss: 0.0310095 | val_loss: 0.0312959 | Time: 1622.78 ms [2022-01-13 12:08:19 main:574] : INFO : Epoch 1975 | loss: 0.031016 | val_loss: 0.0313134 | Time: 1628.14 ms [2022-01-13 12:08:20 main:574] : INFO : Epoch 1976 | loss: 0.0310123 | val_loss: 0.0313136 | Time: 1551.45 ms [2022-01-13 12:08:22 main:574] : INFO : Epoch 1977 | loss: 0.0310069 | val_loss: 0.0312986 | Time: 1663.24 ms [2022-01-13 12:08:24 main:574] : INFO : Epoch 1978 | loss: 0.0310094 | val_loss: 0.0313275 | Time: 1615.84 ms [2022-01-13 12:08:25 main:574] : INFO : Epoch 1979 | loss: 0.0310154 | val_loss: 0.0312852 | Time: 1599.77 ms [2022-01-13 12:08:27 main:574] : INFO : Epoch 1980 | loss: 0.0310183 | val_loss: 0.0313141 | Time: 1598.49 ms [2022-01-13 12:08:29 main:574] : INFO : Epoch 1981 | loss: 0.0310074 | val_loss: 0.0312909 | Time: 1596.97 ms [2022-01-13 12:08:30 main:574] : INFO : Epoch 1982 | loss: 0.0310118 | val_loss: 0.0313062 | Time: 1653.34 ms [2022-01-13 12:08:32 main:574] : INFO : Epoch 1983 | loss: 0.0310125 | val_loss: 0.0313075 | Time: 1604.48 ms [2022-01-13 12:08:33 main:574] : INFO : Epoch 1984 | loss: 0.0310197 | val_loss: 0.0313038 | Time: 1632.83 ms [2022-01-13 12:08:35 main:574] : INFO : Epoch 1985 | loss: 0.0310211 | val_loss: 0.031297 | Time: 1617.68 ms [2022-01-13 12:08:37 main:574] : INFO : Epoch 1986 | loss: 0.031012 | val_loss: 0.031293 | Time: 1576.76 ms [2022-01-13 12:08:38 main:574] : INFO : Epoch 1987 | loss: 0.0310073 | val_loss: 0.0313133 | Time: 1627.56 ms [2022-01-13 12:08:40 main:574] : INFO : Epoch 1988 | loss: 0.0310161 | val_loss: 0.0312758 | Time: 1584.88 ms [2022-01-13 12:08:42 main:574] : INFO : Epoch 1989 | loss: 0.0310209 | val_loss: 0.0312973 | Time: 1615.31 ms [2022-01-13 12:08:43 main:574] : INFO : Epoch 1990 | loss: 0.0310135 | val_loss: 0.0312984 | Time: 1553.55 ms [2022-01-13 12:08:45 main:574] : INFO : Epoch 1991 | loss: 0.0310111 | val_loss: 0.0313066 | Time: 1651.95 ms [2022-01-13 12:08:46 main:574] : INFO : Epoch 1992 | loss: 0.0310225 | val_loss: 0.0312657 | Time: 1605.64 ms [2022-01-13 12:08:48 main:574] : INFO : Epoch 1993 | loss: 0.0310369 | val_loss: 0.0312871 | Time: 1591.43 ms [2022-01-13 12:08:50 main:574] : INFO : Epoch 1994 | loss: 0.0310156 | val_loss: 0.0312961 | Time: 1642.56 ms [2022-01-13 12:08:51 main:574] : INFO : Epoch 1995 | loss: 0.0310151 | val_loss: 0.0312919 | Time: 1606.85 ms [2022-01-13 12:08:53 main:574] : INFO : Epoch 1996 | loss: 0.0310173 | val_loss: 0.0312981 | Time: 1688.24 ms [2022-01-13 12:08:55 main:574] : INFO : Epoch 1997 | loss: 0.0310068 | val_loss: 0.031298 | Time: 1638.88 ms [2022-01-13 12:08:56 main:574] : INFO : Epoch 1998 | loss: 0.0310041 | val_loss: 0.0312989 | Time: 1604.3 ms [2022-01-13 12:08:58 main:574] : INFO : Epoch 1999 | loss: 0.0310159 | val_loss: 0.0312966 | Time: 1598.07 ms [2022-01-13 12:08:59 main:574] : INFO : Epoch 2000 | loss: 0.0310137 | val_loss: 0.0313008 | Time: 1604.59 ms [2022-01-13 12:09:01 main:574] : INFO : Epoch 2001 | loss: 0.0310112 | val_loss: 0.0312776 | Time: 1599.33 ms [2022-01-13 12:09:02 main:574] : INFO : Epoch 2002 | loss: 0.0310143 | val_loss: 0.0312904 | Time: 1556.89 ms [2022-01-13 12:09:04 main:574] : INFO : Epoch 2003 | loss: 0.0310092 | val_loss: 0.0312894 | Time: 1609.69 ms [2022-01-13 12:09:06 main:574] : INFO : Epoch 2004 | loss: 0.0310134 | val_loss: 0.0312983 | Time: 1579.36 ms [2022-01-13 12:09:07 main:574] : INFO : Epoch 2005 | loss: 0.0310118 | val_loss: 0.0312889 | Time: 1646.32 ms [2022-01-13 12:09:09 main:574] : INFO : Epoch 2006 | loss: 0.0310213 | val_loss: 0.0312808 | Time: 1587.98 ms [2022-01-13 12:09:10 main:574] : INFO : Epoch 2007 | loss: 0.0310097 | val_loss: 0.0312998 | Time: 1580.33 ms [2022-01-13 12:09:12 main:574] : INFO : Epoch 2008 | loss: 0.0310076 | val_loss: 0.0313192 | Time: 1585.54 ms [2022-01-13 12:09:14 main:574] : INFO : Epoch 2009 | loss: 0.0310166 | val_loss: 0.0312974 | Time: 1606.12 ms [2022-01-13 12:09:15 main:574] : INFO : Epoch 2010 | loss: 0.0310049 | val_loss: 0.0313029 | Time: 1624.99 ms [2022-01-13 12:09:17 main:574] : INFO : Epoch 2011 | loss: 0.0310076 | val_loss: 0.0313312 | Time: 1604.85 ms [2022-01-13 12:09:19 main:574] : INFO : Epoch 2012 | loss: 0.0310087 | val_loss: 0.0312928 | Time: 1586.2 ms [2022-01-13 12:09:20 main:574] : INFO : Epoch 2013 | loss: 0.031014 | val_loss: 0.031298 | Time: 1564.71 ms [2022-01-13 12:09:22 main:574] : INFO : Epoch 2014 | loss: 0.0310151 | val_loss: 0.0313149 | Time: 1605.7 ms [2022-01-13 12:09:23 main:574] : INFO : Epoch 2015 | loss: 0.0310108 | val_loss: 0.0313115 | Time: 1614.52 ms [2022-01-13 12:09:25 main:574] : INFO : Epoch 2016 | loss: 0.0310105 | val_loss: 0.0313144 | Time: 1593.57 ms [2022-01-13 12:09:27 main:574] : INFO : Epoch 2017 | loss: 0.0310092 | val_loss: 0.0312918 | Time: 1618.2 ms [2022-01-13 12:09:28 main:574] : INFO : Epoch 2018 | loss: 0.0310189 | val_loss: 0.0312923 | Time: 1571.83 ms [2022-01-13 12:09:30 main:574] : INFO : Epoch 2019 | loss: 0.0310204 | val_loss: 0.0313153 | Time: 1544.12 ms [2022-01-13 12:09:31 main:574] : INFO : Epoch 2020 | loss: 0.0310112 | val_loss: 0.0312984 | Time: 1621.47 ms [2022-01-13 12:09:33 main:574] : INFO : Epoch 2021 | loss: 0.0310182 | val_loss: 0.0313051 | Time: 1609.19 ms [2022-01-13 12:09:35 main:574] : INFO : Epoch 2022 | loss: 0.03101 | val_loss: 0.0312877 | Time: 1636.85 ms [2022-01-13 12:09:36 main:574] : INFO : Epoch 2023 | loss: 0.0310082 | val_loss: 0.0313049 | Time: 1603.44 ms [2022-01-13 12:09:38 main:574] : INFO : Epoch 2024 | loss: 0.03101 | val_loss: 0.0312996 | Time: 1586.54 ms [2022-01-13 12:09:39 main:574] : INFO : Epoch 2025 | loss: 0.0310217 | val_loss: 0.0312908 | Time: 1623.58 ms [2022-01-13 12:09:41 main:574] : INFO : Epoch 2026 | loss: 0.0310134 | val_loss: 0.03131 | Time: 1624.64 ms [2022-01-13 12:09:43 main:574] : INFO : Epoch 2027 | loss: 0.0310173 | val_loss: 0.0312955 | Time: 1626.65 ms [2022-01-13 12:09:44 main:574] : INFO : Epoch 2028 | loss: 0.031013 | val_loss: 0.031299 | Time: 1591.94 ms [2022-01-13 12:09:46 main:574] : INFO : Epoch 2029 | loss: 0.0310062 | val_loss: 0.0312856 | Time: 1636.98 ms [2022-01-13 12:09:47 main:574] : INFO : Epoch 2030 | loss: 0.0310066 | val_loss: 0.0312892 | Time: 1606.42 ms [2022-01-13 12:09:49 main:574] : INFO : Epoch 2031 | loss: 0.0310135 | val_loss: 0.0312875 | Time: 1542.98 ms [2022-01-13 12:09:51 main:574] : INFO : Epoch 2032 | loss: 0.031007 | val_loss: 0.031322 | Time: 1568.69 ms [2022-01-13 12:09:52 main:574] : INFO : Epoch 2033 | loss: 0.0310147 | val_loss: 0.031322 | Time: 1626.04 ms [2022-01-13 12:09:54 main:574] : INFO : Epoch 2034 | loss: 0.0310208 | val_loss: 0.0312933 | Time: 1516.03 ms [2022-01-13 12:09:55 main:574] : INFO : Epoch 2035 | loss: 0.0310092 | val_loss: 0.0312942 | Time: 1563.82 ms [2022-01-13 12:09:57 main:574] : INFO : Epoch 2036 | loss: 0.0310076 | val_loss: 0.0312868 | Time: 1663.75 ms [2022-01-13 12:09:59 main:574] : INFO : Epoch 2037 | loss: 0.0310151 | val_loss: 0.0313122 | Time: 1663.23 ms [2022-01-13 12:10:00 main:574] : INFO : Epoch 2038 | loss: 0.0310136 | val_loss: 0.0313081 | Time: 1586.96 ms [2022-01-13 12:10:02 main:574] : INFO : Epoch 2039 | loss: 0.0310109 | val_loss: 0.0313362 | Time: 1612.23 ms [2022-01-13 12:10:03 main:574] : INFO : Epoch 2040 | loss: 0.0310035 | val_loss: 0.0312755 | Time: 1610.56 ms [2022-01-13 12:10:05 main:574] : INFO : Epoch 2041 | loss: 0.0310094 | val_loss: 0.0313003 | Time: 1615.16 ms [2022-01-13 12:10:07 main:574] : INFO : Epoch 2042 | loss: 0.0310094 | val_loss: 0.0313038 | Time: 1604.39 ms [2022-01-13 12:10:08 main:574] : INFO : Epoch 2043 | loss: 0.03101 | val_loss: 0.0313214 | Time: 1621.12 ms [2022-01-13 12:10:10 main:574] : INFO : Epoch 2044 | loss: 0.0310081 | val_loss: 0.0312977 | Time: 1575.49 ms [2022-01-13 12:10:11 main:574] : INFO : Epoch 2045 | loss: 0.0310121 | val_loss: 0.0312672 | Time: 1582.1 ms [2022-01-13 12:10:13 main:574] : INFO : Epoch 2046 | loss: 0.0310126 | val_loss: 0.031289 | Time: 1619.06 ms [2022-01-13 12:10:15 main:574] : INFO : Epoch 2047 | loss: 0.0310142 | val_loss: 0.0312973 | Time: 1571.57 ms [2022-01-13 12:10:16 main:574] : INFO : Epoch 2048 | loss: 0.0310143 | val_loss: 0.0312975 | Time: 1594.65 ms [2022-01-13 12:10:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312975 [2022-01-13 12:10:16 main:603] : INFO : Saving end state to config to file [2022-01-13 12:10:16 main:608] : INFO : Success, exiting.. 12:10:16 (6136): 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)