Task 5309229
| Name | ParityMachine-1622597543-19117-3_0 |
| Workunit | 3195160 |
| Created | 7 Jun 2021, 12:29:24 UTC |
| Sent | 13 Jun 2021, 17:51:19 UTC |
| Report deadline | 20 Jun 2021, 17:51:19 UTC |
| Received | 13 Jun 2021, 19:47:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 50 sec |
| CPU time | 55 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 021-06-13 15:29:15 main:581] : INFO : Epoch 1538 | loss: 0.0310984 | val_loss: 0.0311246 | Time: 1618.29 ms [2021-06-13 15:29:17 main:581] : INFO : Epoch 1539 | loss: 0.0310995 | val_loss: 0.0311246 | Time: 1616.14 ms [2021-06-13 15:29:18 main:581] : INFO : Epoch 1540 | loss: 0.0310999 | val_loss: 0.0311259 | Time: 1624.91 ms [2021-06-13 15:29:20 main:581] : INFO : Epoch 1541 | loss: 0.0310983 | val_loss: 0.0311242 | Time: 1630.64 ms [2021-06-13 15:29:22 main:581] : INFO : Epoch 1542 | loss: 0.0310983 | val_loss: 0.0311247 | Time: 1635.43 ms [2021-06-13 15:29:23 main:581] : INFO : Epoch 1543 | loss: 0.031097 | val_loss: 0.0311221 | Time: 1632.73 ms [2021-06-13 15:29:25 main:581] : INFO : Epoch 1544 | loss: 0.031103 | val_loss: 0.0311312 | Time: 1619.62 ms [2021-06-13 15:29:27 main:581] : INFO : Epoch 1545 | loss: 0.0311036 | val_loss: 0.0311247 | Time: 1628.24 ms [2021-06-13 15:29:28 main:581] : INFO : Epoch 1546 | loss: 0.0310982 | val_loss: 0.0311254 | Time: 1622.78 ms [2021-06-13 15:29:30 main:581] : INFO : Epoch 1547 | loss: 0.0311011 | val_loss: 0.0311268 | Time: 1617.62 ms [2021-06-13 15:29:31 main:581] : INFO : Epoch 1548 | loss: 0.0310987 | val_loss: 0.031131 | Time: 1623.16 ms [2021-06-13 15:29:33 main:581] : INFO : Epoch 1549 | loss: 0.0310963 | val_loss: 0.0311314 | Time: 1633.22 ms [2021-06-13 15:29:35 main:581] : INFO : Epoch 1550 | loss: 0.0310944 | val_loss: 0.0311262 | Time: 1629.04 ms [2021-06-13 15:29:36 main:581] : INFO : Epoch 1551 | loss: 0.0310883 | val_loss: 0.0311293 | Time: 1619.1 ms [2021-06-13 15:29:38 main:581] : INFO : Epoch 1552 | loss: 0.0310868 | val_loss: 0.0311265 | Time: 1616.56 ms [2021-06-13 15:29:40 main:581] : INFO : Epoch 1553 | loss: 0.0310869 | val_loss: 0.0311258 | Time: 1636.21 ms [2021-06-13 15:29:41 main:581] : INFO : Epoch 1554 | loss: 0.0310869 | val_loss: 0.0311263 | Time: 1630.25 ms [2021-06-13 15:29:43 main:581] : INFO : Epoch 1555 | loss: 0.031088 | val_loss: 0.0311256 | Time: 1639.54 ms [2021-06-13 15:29:44 main:581] : INFO : Epoch 1556 | loss: 0.0310891 | val_loss: 0.0311279 | Time: 1636.87 ms [2021-06-13 15:29:46 main:581] : INFO : Epoch 1557 | loss: 0.0310865 | val_loss: 0.0311257 | Time: 1640.56 ms [2021-06-13 15:29:48 main:581] : INFO : Epoch 1558 | loss: 0.0310844 | val_loss: 0.0311237 | Time: 1637.93 ms [2021-06-13 15:29:49 main:581] : INFO : Epoch 1559 | loss: 0.0310832 | val_loss: 0.0311241 | Time: 1615.96 ms [2021-06-13 15:29:51 main:581] : INFO : Epoch 1560 | loss: 0.0310831 | val_loss: 0.031124 | Time: 1618.8 ms [2021-06-13 15:29:53 main:581] : INFO : Epoch 1561 | loss: 0.0310854 | val_loss: 0.0311296 | Time: 1616.47 ms [2021-06-13 15:29:54 main:581] : INFO : Epoch 1562 | loss: 0.0310828 | val_loss: 0.0311249 | Time: 1613.05 ms [2021-06-13 15:29:56 main:581] : INFO : Epoch 1563 | loss: 0.031082 | val_loss: 0.0311259 | Time: 1624.89 ms [2021-06-13 15:29:58 main:581] : INFO : Epoch 1564 | loss: 0.0310817 | val_loss: 0.0311299 | Time: 1655.26 ms [2021-06-13 15:29:59 main:581] : INFO : Epoch 1565 | loss: 0.0310828 | val_loss: 0.0311251 | Time: 1655.46 ms [2021-06-13 15:30:01 main:581] : INFO : Epoch 1566 | loss: 0.0310827 | val_loss: 0.0311262 | Time: 1670.21 ms [2021-06-13 15:30:02 main:581] : INFO : Epoch 1567 | loss: 0.0310835 | val_loss: 0.0311285 | Time: 1649.54 ms [2021-06-13 15:30:04 main:581] : INFO : Epoch 1568 | loss: 0.031089 | val_loss: 0.031136 | Time: 1639.74 ms [2021-06-13 15:30:06 main:581] : INFO : Epoch 1569 | loss: 0.031097 | val_loss: 0.0311315 | Time: 1647.81 ms [2021-06-13 15:30:07 main:581] : INFO : Epoch 1570 | loss: 0.0310938 | val_loss: 0.0311267 | Time: 1641.88 ms [2021-06-13 15:30:09 main:581] : INFO : Epoch 1571 | loss: 0.0310923 | val_loss: 0.0311384 | Time: 1635.05 ms [2021-06-13 15:30:11 main:581] : INFO : Epoch 1572 | loss: 0.0310893 | val_loss: 0.0311242 | Time: 1622.95 ms [2021-06-13 15:30:12 main:581] : INFO : Epoch 1573 | loss: 0.0310875 | val_loss: 0.0311297 | Time: 1618.65 ms [2021-06-13 15:30:14 main:581] : INFO : Epoch 1574 | loss: 0.0310887 | val_loss: 0.031127 | Time: 1605.16 ms [2021-06-13 15:30:16 main:581] : INFO : Epoch 1575 | loss: 0.0310859 | val_loss: 0.0311331 | Time: 1620.67 ms [2021-06-13 15:30:17 main:581] : INFO : Epoch 1576 | loss: 0.0310882 | val_loss: 0.0311309 | Time: 1623.48 ms [2021-06-13 15:30:19 main:581] : INFO : Epoch 1577 | loss: 0.0310847 | val_loss: 0.0311314 | Time: 1609.02 ms [2021-06-13 15:30:20 main:581] : INFO : Epoch 1578 | loss: 0.0310856 | val_loss: 0.0311341 | Time: 1615.54 ms [2021-06-13 15:30:22 main:581] : INFO : Epoch 1579 | loss: 0.0310855 | val_loss: 0.0311265 | Time: 1633.2 ms [2021-06-13 15:30:24 main:581] : INFO : Epoch 1580 | loss: 0.0310812 | val_loss: 0.0311278 | Time: 1642.01 ms [2021-06-13 15:30:25 main:581] : INFO : Epoch 1581 | loss: 0.0310818 | val_loss: 0.03113 | Time: 1641.49 ms [2021-06-13 15:30:27 main:581] : INFO : Epoch 1582 | loss: 0.0310821 | val_loss: 0.0311281 | Time: 1634.85 ms [2021-06-13 15:30:29 main:581] : INFO : Epoch 1583 | loss: 0.0310818 | val_loss: 0.0311245 | Time: 1635.82 ms [2021-06-13 15:30:30 main:581] : INFO : Epoch 1584 | loss: 0.0310827 | val_loss: 0.0311337 | Time: 1644.94 ms [2021-06-13 15:30:32 main:581] : INFO : Epoch 1585 | loss: 0.0310862 | val_loss: 0.0311288 | Time: 1638.88 ms [2021-06-13 15:30:33 main:581] : INFO : Epoch 1586 | loss: 0.0310839 | val_loss: 0.0311329 | Time: 1636.81 ms [2021-06-13 15:30:35 main:581] : INFO : Epoch 1587 | loss: 0.0310816 | val_loss: 0.0311319 | Time: 1632.41 ms [2021-06-13 15:30:37 main:581] : INFO : Epoch 1588 | loss: 0.0310832 | val_loss: 0.0311329 | Time: 1626.98 ms [2021-06-13 15:30:38 main:581] : INFO : Epoch 1589 | loss: 0.0310829 | val_loss: 0.0311335 | Time: 1614.41 ms [2021-06-13 15:30:40 main:581] : INFO : Epoch 1590 | loss: 0.0310827 | val_loss: 0.0311434 | Time: 1603.99 ms [2021-06-13 15:30:42 main:581] : INFO : Epoch 1591 | loss: 0.0310804 | val_loss: 0.0311261 | Time: 1598.9 ms [2021-06-13 15:30:43 main:581] : INFO : Epoch 1592 | loss: 0.0310822 | val_loss: 0.031125 | Time: 1612.02 ms [2021-06-13 15:30:45 main:581] : INFO : Epoch 1593 | loss: 0.0310877 | val_loss: 0.0311258 | Time: 1622.27 ms [2021-06-13 15:30:46 main:581] : INFO : Epoch 1594 | loss: 0.0310875 | val_loss: 0.0311293 | Time: 1628.49 ms [2021-06-13 15:30:48 main:581] : INFO : Epoch 1595 | loss: 0.0310891 | val_loss: 0.0311449 | Time: 1628.6 ms [2021-06-13 15:30:50 main:581] : INFO : Epoch 1596 | loss: 0.0310885 | val_loss: 0.0311308 | Time: 1642.44 ms [2021-06-13 15:30:51 main:581] : INFO : Epoch 1597 | loss: 0.031088 | val_loss: 0.0311239 | Time: 1641.79 ms [2021-06-13 15:30:53 main:581] : INFO : Epoch 1598 | loss: 0.0310841 | val_loss: 0.0311217 | Time: 1635.94 ms [2021-06-13 15:30:55 main:581] : INFO : Epoch 1599 | loss: 0.0310848 | val_loss: 0.0311279 | Time: 1635.16 ms [2021-06-13 15:30:56 main:581] : INFO : Epoch 1600 | loss: 0.0310912 | val_loss: 0.0311383 | Time: 1632.45 ms [2021-06-13 15:30:58 main:581] : INFO : Epoch 1601 | loss: 0.0311174 | val_loss: 0.0311423 | Time: 1633.2 ms [2021-06-13 15:30:59 main:581] : INFO : Epoch 1602 | loss: 0.0311268 | val_loss: 0.0311395 | Time: 1631.58 ms [2021-06-13 15:31:01 main:581] : INFO : Epoch 1603 | loss: 0.031119 | val_loss: 0.0311339 | Time: 1630.15 ms [2021-06-13 15:31:03 main:581] : INFO : Epoch 1604 | loss: 0.0311175 | val_loss: 0.0311355 | Time: 1627.07 ms [2021-06-13 15:31:04 main:581] : INFO : Epoch 1605 | loss: 0.031112 | val_loss: 0.0311332 | Time: 1610.67 ms [2021-06-13 15:31:06 main:581] : INFO : Epoch 1606 | loss: 0.0311111 | val_loss: 0.0311365 | Time: 1612 ms [2021-06-13 15:31:08 main:581] : INFO : Epoch 1607 | loss: 0.0311088 | val_loss: 0.0311307 | Time: 1616 ms [2021-06-13 15:31:09 main:581] : INFO : Epoch 1608 | loss: 0.0311064 | val_loss: 0.0311294 | Time: 1620.34 ms [2021-06-13 15:31:11 main:581] : INFO : Epoch 1609 | loss: 0.0311022 | val_loss: 0.031126 | Time: 1631.71 ms [2021-06-13 15:31:12 main:581] : INFO : Epoch 1610 | loss: 0.0311023 | val_loss: 0.0311291 | Time: 1630.8 ms [2021-06-13 15:31:14 main:581] : INFO : Epoch 1611 | loss: 0.0311005 | val_loss: 0.0311271 | Time: 1632.7 ms [2021-06-13 15:31:16 main:581] : INFO : Epoch 1612 | loss: 0.0311006 | val_loss: 0.03113 | Time: 1635.34 ms [2021-06-13 15:31:17 main:581] : INFO : Epoch 1613 | loss: 0.0310985 | val_loss: 0.0311352 | Time: 1625.72 ms [2021-06-13 15:31:19 main:581] : INFO : Epoch 1614 | loss: 0.0311016 | val_loss: 0.0311283 | Time: 1641.82 ms [2021-06-13 15:31:21 main:581] : INFO : Epoch 1615 | loss: 0.0311066 | val_loss: 0.0311277 | Time: 1644.84 ms [2021-06-13 15:31:22 main:581] : INFO : Epoch 1616 | loss: 0.0311055 | val_loss: 0.0311312 | Time: 1638.4 ms [2021-06-13 15:31:24 main:581] : INFO : Epoch 1617 | loss: 0.0311027 | val_loss: 0.031128 | Time: 1645.09 ms [2021-06-13 15:31:26 main:581] : INFO : Epoch 1618 | loss: 0.0311054 | val_loss: 0.031133 | Time: 1649.18 ms [2021-06-13 15:31:27 main:581] : INFO : Epoch 1619 | loss: 0.0311062 | val_loss: 0.0311306 | Time: 1652.12 ms [2021-06-13 15:31:29 main:581] : INFO : Epoch 1620 | loss: 0.0311041 | val_loss: 0.0311226 | Time: 1643.95 ms [2021-06-13 15:31:31 main:581] : INFO : Epoch 1621 | loss: 0.0311021 | val_loss: 0.0311282 | Time: 1626.65 ms [2021-06-13 15:31:32 main:581] : INFO : Epoch 1622 | loss: 0.0310992 | val_loss: 0.0311266 | Time: 1612.85 ms [2021-06-13 15:31:34 main:581] : INFO : Epoch 1623 | loss: 0.0311001 | val_loss: 0.031122 | Time: 1597.4 ms [2021-06-13 15:31:35 main:581] : INFO : Epoch 1624 | loss: 0.0310972 | val_loss: 0.0311301 | Time: 1609.14 ms [2021-06-13 15:31:37 main:581] : INFO : Epoch 1625 | loss: 0.0311007 | val_loss: 0.031126 | Time: 1628.09 ms [2021-06-13 15:31:39 main:581] : INFO : Epoch 1626 | loss: 0.0310997 | val_loss: 0.0311222 | Time: 1631.43 ms [2021-06-13 15:31:40 main:581] : INFO : Epoch 1627 | loss: 0.0311026 | val_loss: 0.0311269 | Time: 1636.67 ms [2021-06-13 15:31:42 main:581] : INFO : Epoch 1628 | loss: 0.0311006 | val_loss: 0.0311249 | Time: 1620.1 ms [2021-06-13 15:31:43 main:581] : INFO : Epoch 1629 | loss: 0.0310982 | val_loss: 0.031121 | Time: 1623.52 ms [2021-06-13 15:31:45 main:581] : INFO : Epoch 1630 | loss: 0.0310938 | val_loss: 0.0311234 | Time: 1614.72 ms [2021-06-13 15:31:47 main:581] : INFO : Epoch 1631 | loss: 0.0310925 | val_loss: 0.0311217 | Time: 1624.96 ms [2021-06-13 15:31:48 main:581] : INFO : Epoch 1632 | loss: 0.0310914 | val_loss: 0.0311243 | Time: 1623.35 ms [2021-06-13 15:31:50 main:581] : INFO : Epoch 1633 | loss: 0.0310913 | val_loss: 0.0311241 | Time: 1622.8 ms [2021-06-13 15:31:52 main:581] : INFO : Epoch 1634 | loss: 0.0310918 | val_loss: 0.0311262 | Time: 1617.27 ms [2021-06-13 15:31:53 main:581] : INFO : Epoch 1635 | loss: 0.0310953 | val_loss: 0.0311268 | Time: 1654.19 ms [2021-06-13 15:31:55 main:581] : INFO : Epoch 1636 | loss: 0.0310984 | val_loss: 0.0311243 | Time: 1650.08 ms [2021-06-13 15:31:57 main:581] : INFO : Epoch 1637 | loss: 0.0310943 | val_loss: 0.0311244 | Time: 1650.69 ms [2021-06-13 15:31:58 main:581] : INFO : Epoch 1638 | loss: 0.0310932 | val_loss: 0.0311283 | Time: 1656.95 ms [2021-06-13 15:32:00 main:581] : INFO : Epoch 1639 | loss: 0.0310934 | val_loss: 0.0311293 | Time: 1666.85 ms [2021-06-13 15:32:02 main:581] : INFO : Epoch 1640 | loss: 0.0310929 | val_loss: 0.0311307 | Time: 1649.13 ms [2021-06-13 15:32:03 main:581] : INFO : Epoch 1641 | loss: 0.0310901 | val_loss: 0.031129 | Time: 1648.41 ms [2021-06-13 15:32:05 main:581] : INFO : Epoch 1642 | loss: 0.0310916 | val_loss: 0.0311251 | Time: 1654.97 ms [2021-06-13 15:32:06 main:581] : INFO : Epoch 1643 | loss: 0.0310921 | val_loss: 0.031126 | Time: 1647.87 ms [2021-06-13 15:32:08 main:581] : INFO : Epoch 1644 | loss: 0.0310987 | val_loss: 0.0311499 | Time: 1653.16 ms [2021-06-13 15:32:10 main:581] : INFO : Epoch 1645 | loss: 0.0311154 | val_loss: 0.0311393 | Time: 1654.43 ms [2021-06-13 15:32:11 main:581] : INFO : Epoch 1646 | loss: 0.0311121 | val_loss: 0.031135 | Time: 1644.29 ms [2021-06-13 15:32:13 main:581] : INFO : Epoch 1647 | loss: 0.0311102 | val_loss: 0.0311309 | Time: 1649.62 ms [2021-06-13 15:32:15 main:581] : INFO : Epoch 1648 | loss: 0.0311054 | val_loss: 0.031133 | Time: 1648.8 ms [2021-06-13 15:32:16 main:581] : INFO : Epoch 1649 | loss: 0.031103 | val_loss: 0.0311347 | Time: 1626.91 ms [2021-06-13 15:32:18 main:581] : INFO : Epoch 1650 | loss: 0.031103 | val_loss: 0.0311319 | Time: 1634.07 ms [2021-06-13 15:32:20 main:581] : INFO : Epoch 1651 | loss: 0.0311003 | val_loss: 0.0311323 | Time: 1620.37 ms [2021-06-13 15:32:21 main:581] : INFO : Epoch 1652 | loss: 0.0310982 | val_loss: 0.0311309 | Time: 1625.67 ms [2021-06-13 15:32:23 main:581] : INFO : Epoch 1653 | loss: 0.0311002 | val_loss: 0.031134 | Time: 1625.36 ms [2021-06-13 15:32:24 main:581] : INFO : Epoch 1654 | loss: 0.0311108 | val_loss: 0.0311313 | Time: 1613.07 ms [2021-06-13 15:32:26 main:581] : INFO : Epoch 1655 | loss: 0.0311134 | val_loss: 0.0311409 | Time: 1645.25 ms [2021-06-13 15:32:28 main:581] : INFO : Epoch 1656 | loss: 0.0311184 | val_loss: 0.0311388 | Time: 1652.52 ms [2021-06-13 15:32:29 main:581] : INFO : Epoch 1657 | loss: 0.0311119 | val_loss: 0.0311313 | Time: 1651.43 ms [2021-06-13 15:32:31 main:581] : INFO : Epoch 1658 | loss: 0.0311102 | val_loss: 0.0311345 | Time: 1649.96 ms [2021-06-13 15:32:33 main:581] : INFO : Epoch 1659 | loss: 0.0311071 | val_loss: 0.0311341 | Time: 1614.51 ms [2021-06-13 15:32:34 main:581] : INFO : Epoch 1660 | loss: 0.0311071 | val_loss: 0.0311332 | Time: 1604.64 ms [2021-06-13 15:32:36 main:581] : INFO : Epoch 1661 | loss: 0.0311035 | val_loss: 0.0311351 | Time: 1627.69 ms [2021-06-13 15:32:38 main:581] : INFO : Epoch 1662 | loss: 0.0311023 | val_loss: 0.0311302 | Time: 1618.38 ms [2021-06-13 15:32:39 main:581] : INFO : Epoch 1663 | loss: 0.0311031 | val_loss: 0.0311359 | Time: 1623.81 ms [2021-06-13 15:32:41 main:581] : INFO : Epoch 1664 | loss: 0.0310997 | val_loss: 0.0311377 | Time: 1627.58 ms [2021-06-13 15:32:42 main:581] : INFO : Epoch 1665 | loss: 0.0310997 | val_loss: 0.0311346 | Time: 1612.04 ms [2021-06-13 15:32:44 main:581] : INFO : Epoch 1666 | loss: 0.0311041 | val_loss: 0.0311325 | Time: 1613.47 ms [2021-06-13 15:32:46 main:581] : INFO : Epoch 1667 | loss: 0.0311024 | val_loss: 0.0311263 | Time: 1616.46 ms [2021-06-13 15:32:47 main:581] : INFO : Epoch 1668 | loss: 0.0311006 | val_loss: 0.0311332 | Time: 1621.34 ms [2021-06-13 15:32:49 main:581] : INFO : Epoch 1669 | loss: 0.0310978 | val_loss: 0.0311279 | Time: 1620.26 ms [2021-06-13 15:32:50 main:581] : INFO : Epoch 1670 | loss: 0.0310991 | val_loss: 0.0311314 | Time: 1633.86 ms [2021-06-13 15:32:52 main:581] : INFO : Epoch 1671 | loss: 0.0310979 | val_loss: 0.0311326 | Time: 1615.93 ms [2021-06-13 15:32:54 main:581] : INFO : Epoch 1672 | loss: 0.0310959 | val_loss: 0.0311341 | Time: 1617.97 ms [2021-06-13 15:32:55 main:581] : INFO : Epoch 1673 | loss: 0.0310942 | val_loss: 0.0311318 | Time: 1620.77 ms [2021-06-13 15:32:57 main:581] : INFO : Epoch 1674 | loss: 0.0310978 | val_loss: 0.0311344 | Time: 1622.04 ms [2021-06-13 15:32:59 main:581] : INFO : Epoch 1675 | loss: 0.0311116 | val_loss: 0.0311476 | Time: 1619.42 ms [2021-06-13 15:33:00 main:581] : INFO : Epoch 1676 | loss: 0.0311347 | val_loss: 0.0311437 | Time: 1636.19 ms [2021-06-13 15:33:02 main:581] : INFO : Epoch 1677 | loss: 0.0311294 | val_loss: 0.0311445 | Time: 1622.8 ms [2021-06-13 15:33:03 main:581] : INFO : Epoch 1678 | loss: 0.0311298 | val_loss: 0.0311391 | Time: 1632.76 ms [2021-06-13 15:33:05 main:581] : INFO : Epoch 1679 | loss: 0.0311258 | val_loss: 0.0311399 | Time: 1638.88 ms [2021-06-13 15:33:07 main:581] : INFO : Epoch 1680 | loss: 0.0311253 | val_loss: 0.0311436 | Time: 1643.8 ms [2021-06-13 15:33:08 main:581] : INFO : Epoch 1681 | loss: 0.0311206 | val_loss: 0.031136 | Time: 1630.3 ms [2021-06-13 15:33:10 main:581] : INFO : Epoch 1682 | loss: 0.0311192 | val_loss: 0.0311345 | Time: 1627.51 ms [2021-06-13 15:33:12 main:581] : INFO : Epoch 1683 | loss: 0.0311202 | val_loss: 0.0311364 | Time: 1622.99 ms [2021-06-13 15:33:13 main:581] : INFO : Epoch 1684 | loss: 0.0311205 | val_loss: 0.0311326 | Time: 1627.65 ms [2021-06-13 15:33:15 main:581] : INFO : Epoch 1685 | loss: 0.0311177 | val_loss: 0.0311345 | Time: 1620.67 ms [2021-06-13 15:33:17 main:581] : INFO : Epoch 1686 | loss: 0.0311159 | val_loss: 0.0311235 | Time: 1617.38 ms [2021-06-13 15:33:18 main:581] : INFO : Epoch 1687 | loss: 0.0311178 | val_loss: 0.0311355 | Time: 1629.34 ms [2021-06-13 15:33:20 main:581] : INFO : Epoch 1688 | loss: 0.0311234 | val_loss: 0.0311397 | Time: 1648.88 ms [2021-06-13 15:33:21 main:581] : INFO : Epoch 1689 | loss: 0.0311167 | val_loss: 0.0311306 | Time: 1657.7 ms [2021-06-13 15:33:23 main:581] : INFO : Epoch 1690 | loss: 0.0311146 | val_loss: 0.0311315 | Time: 1653.73 ms [2021-06-13 15:33:25 main:581] : INFO : Epoch 1691 | loss: 0.0311136 | val_loss: 0.0311288 | Time: 1652.03 ms [2021-06-13 15:33:26 main:581] : INFO : Epoch 1692 | loss: 0.031111 | val_loss: 0.031134 | Time: 1648.46 ms [2021-06-13 15:33:28 main:581] : INFO : Epoch 1693 | loss: 0.0311125 | val_loss: 0.0311315 | Time: 1653.68 ms [2021-06-13 15:33:30 main:581] : INFO : Epoch 1694 | loss: 0.0311131 | val_loss: 0.0311348 | Time: 1646.16 ms [2021-06-13 15:33:31 main:581] : INFO : Epoch 1695 | loss: 0.0311119 | val_loss: 0.0311345 | Time: 1645.63 ms [2021-06-13 15:33:33 main:581] : INFO : Epoch 1696 | loss: 0.0311208 | val_loss: 0.0311458 | Time: 1653.89 ms [2021-06-13 15:33:35 main:581] : INFO : Epoch 1697 | loss: 0.0311282 | val_loss: 0.0311406 | Time: 1651.56 ms [2021-06-13 15:33:36 main:581] : INFO : Epoch 1698 | loss: 0.0311212 | val_loss: 0.03114 | Time: 1648.6 ms [2021-06-13 15:33:38 main:581] : INFO : Epoch 1699 | loss: 0.0311185 | val_loss: 0.0311375 | Time: 1650.45 ms [2021-06-13 15:33:40 main:581] : INFO : Epoch 1700 | loss: 0.0311154 | val_loss: 0.0311356 | Time: 1647.86 ms [2021-06-13 15:33:41 main:581] : INFO : Epoch 1701 | loss: 0.0311133 | val_loss: 0.031135 | Time: 1649.05 ms [2021-06-13 15:33:43 main:581] : INFO : Epoch 1702 | loss: 0.0311144 | val_loss: 0.0311355 | Time: 1652.59 ms [2021-06-13 15:33:45 main:581] : INFO : Epoch 1703 | loss: 0.0311113 | val_loss: 0.0311344 | Time: 1650.64 ms [2021-06-13 15:33:46 main:581] : INFO : Epoch 1704 | loss: 0.0311103 | val_loss: 0.0311362 | Time: 1651.52 ms [2021-06-13 15:33:48 main:581] : INFO : Epoch 1705 | loss: 0.0311103 | val_loss: 0.0311411 | Time: 1646.91 ms [2021-06-13 15:33:50 main:581] : INFO : Epoch 1706 | loss: 0.0311107 | val_loss: 0.0311315 | Time: 1652.03 ms [2021-06-13 15:33:51 main:581] : INFO : Epoch 1707 | loss: 0.0311073 | val_loss: 0.0311374 | Time: 1653.41 ms [2021-06-13 15:33:53 main:581] : INFO : Epoch 1708 | loss: 0.0311075 | val_loss: 0.0311342 | Time: 1650.69 ms [2021-06-13 15:33:54 main:581] : INFO : Epoch 1709 | loss: 0.0311056 | val_loss: 0.0311311 | Time: 1639.19 ms [2021-06-13 15:33:56 main:581] : INFO : Epoch 1710 | loss: 0.0311047 | val_loss: 0.0311285 | Time: 1621.03 ms [2021-06-13 15:33:58 main:581] : INFO : Epoch 1711 | loss: 0.0311032 | val_loss: 0.031127 | Time: 1626.04 ms [2021-06-13 15:33:59 main:581] : INFO : Epoch 1712 | loss: 0.0311031 | val_loss: 0.0311294 | Time: 1628.22 ms [2021-06-13 15:34:01 main:581] : INFO : Epoch 1713 | loss: 0.0311027 | val_loss: 0.0311338 | Time: 1655.53 ms [2021-06-13 15:34:03 main:581] : INFO : Epoch 1714 | loss: 0.031103 | val_loss: 0.0311292 | Time: 1632.49 ms [2021-06-13 15:34:04 main:581] : INFO : Epoch 1715 | loss: 0.0311016 | val_loss: 0.0311277 | Time: 1627.37 ms [2021-06-13 15:34:06 main:581] : INFO : Epoch 1716 | loss: 0.0311074 | val_loss: 0.0311387 | Time: 1623.92 ms [2021-06-13 15:34:07 main:581] : INFO : Epoch 1717 | loss: 0.0311112 | val_loss: 0.0311379 | Time: 1624.5 ms [2021-06-13 15:34:09 main:581] : INFO : Epoch 1718 | loss: 0.0311097 | val_loss: 0.0311356 | Time: 1620.83 ms [2021-06-13 15:34:11 main:581] : INFO : Epoch 1719 | loss: 0.0311085 | val_loss: 0.0311302 | Time: 1624.72 ms [2021-06-13 15:34:12 main:581] : INFO : Epoch 1720 | loss: 0.0311084 | val_loss: 0.0311343 | Time: 1626.93 ms [2021-06-13 15:34:14 main:581] : INFO : Epoch 1721 | loss: 0.0311083 | val_loss: 0.0311351 | Time: 1626.67 ms [2021-06-13 15:34:16 main:581] : INFO : Epoch 1722 | loss: 0.031105 | val_loss: 0.0311363 | Time: 1626.3 ms [2021-06-13 15:34:17 main:581] : INFO : Epoch 1723 | loss: 0.0311048 | val_loss: 0.0311332 | Time: 1623.9 ms [2021-06-13 15:34:19 main:581] : INFO : Epoch 1724 | loss: 0.0311019 | val_loss: 0.0311316 | Time: 1623.55 ms [2021-06-13 15:34:20 main:581] : INFO : Epoch 1725 | loss: 0.0311001 | val_loss: 0.0311363 | Time: 1613.34 ms [2021-06-13 15:34:22 main:581] : INFO : Epoch 1726 | loss: 0.0311015 | val_loss: 0.0311314 | Time: 1650.57 ms [2021-06-13 15:34:24 main:581] : INFO : Epoch 1727 | loss: 0.0311034 | val_loss: 0.0311481 | Time: 1634.02 ms [2021-06-13 15:34:25 main:581] : INFO : Epoch 1728 | loss: 0.0311057 | val_loss: 0.0311382 | Time: 1646.86 ms [2021-06-13 15:34:27 main:581] : INFO : Epoch 1729 | loss: 0.0311035 | val_loss: 0.031139 | Time: 1651 ms [2021-06-13 15:34:29 main:581] : INFO : Epoch 1730 | loss: 0.0310998 | val_loss: 0.0311308 | Time: 1648.18 ms [2021-06-13 15:34:30 main:581] : INFO : Epoch 1731 | loss: 0.0310981 | val_loss: 0.0311287 | Time: 1649.52 ms [2021-06-13 15:34:32 main:581] : INFO : Epoch 1732 | loss: 0.0310977 | val_loss: 0.0311369 | Time: 1654.12 ms [2021-06-13 15:34:34 main:581] : INFO : Epoch 1733 | loss: 0.0310968 | val_loss: 0.0311298 | Time: 1639.17 ms [2021-06-13 15:34:35 main:581] : INFO : Epoch 1734 | loss: 0.0310981 | val_loss: 0.0311347 | Time: 1641.49 ms [2021-06-13 15:34:37 main:581] : INFO : Epoch 1735 | loss: 0.0310977 | val_loss: 0.0311372 | Time: 1653 ms [2021-06-13 15:34:39 main:581] : INFO : Epoch 1736 | loss: 0.0310971 | val_loss: 0.0311325 | Time: 1647.63 ms [2021-06-13 15:34:40 main:581] : INFO : Epoch 1737 | loss: 0.031099 | val_loss: 0.031136 | Time: 1649.26 ms [2021-06-13 15:34:42 main:581] : INFO : Epoch 1738 | loss: 0.0310979 | val_loss: 0.0311297 | Time: 1652.05 ms [2021-06-13 15:34:44 main:581] : INFO : Epoch 1739 | loss: 0.0311024 | val_loss: 0.0311315 | Time: 1653.21 ms [2021-06-13 15:34:45 main:581] : INFO : Epoch 1740 | loss: 0.0311037 | val_loss: 0.0311282 | Time: 1649.89 ms [2021-06-13 15:34:47 main:581] : INFO : Epoch 1741 | loss: 0.0311026 | val_loss: 0.0311277 | Time: 1621.16 ms [2021-06-13 15:34:48 main:581] : INFO : Epoch 1742 | loss: 0.0311031 | val_loss: 0.0311278 | Time: 1624.63 ms [2021-06-13 15:34:50 main:581] : INFO : Epoch 1743 | loss: 0.0310998 | val_loss: 0.0311268 | Time: 1627.43 ms [2021-06-13 15:34:52 main:581] : INFO : Epoch 1744 | loss: 0.0311019 | val_loss: 0.0311294 | Time: 1620.49 ms [2021-06-13 15:34:53 main:581] : INFO : Epoch 1745 | loss: 0.0311003 | val_loss: 0.0311261 | Time: 1613.2 ms [2021-06-13 15:34:55 main:581] : INFO : Epoch 1746 | loss: 0.0311016 | val_loss: 0.0311296 | Time: 1620.39 ms [2021-06-13 15:34:57 main:581] : INFO : Epoch 1747 | loss: 0.0311024 | val_loss: 0.0311268 | Time: 1619.17 ms [2021-06-13 15:34:58 main:581] : INFO : Epoch 1748 | loss: 0.0310993 | val_loss: 0.0311269 | Time: 1633.61 ms [2021-06-13 15:35:00 main:581] : INFO : Epoch 1749 | loss: 0.0310992 | val_loss: 0.0311274 | Time: 1635.37 ms [2021-06-13 15:35:01 main:581] : INFO : Epoch 1750 | loss: 0.0311 | val_loss: 0.0311267 | Time: 1617.51 ms [2021-06-13 15:35:03 main:581] : INFO : Epoch 1751 | loss: 0.0310992 | val_loss: 0.031131 | Time: 1625.45 ms [2021-06-13 15:35:05 main:581] : INFO : Epoch 1752 | loss: 0.0310971 | val_loss: 0.031131 | Time: 1625.99 ms [2021-06-13 15:35:06 main:581] : INFO : Epoch 1753 | loss: 0.0310971 | val_loss: 0.0311288 | Time: 1630.39 ms [2021-06-13 15:35:08 main:581] : INFO : Epoch 1754 | loss: 0.0310954 | val_loss: 0.0311383 | Time: 1634.35 ms [2021-06-13 15:35:10 main:581] : INFO : Epoch 1755 | loss: 0.0310953 | val_loss: 0.0311358 | Time: 1632.59 ms [2021-06-13 15:35:11 main:581] : INFO : Epoch 1756 | loss: 0.0311005 | val_loss: 0.0311362 | Time: 1640.4 ms [2021-06-13 15:35:13 main:581] : INFO : Epoch 1757 | loss: 0.0310962 | val_loss: 0.0311317 | Time: 1638.39 ms [2021-06-13 15:35:15 main:581] : INFO : Epoch 1758 | loss: 0.0310945 | val_loss: 0.0311313 | Time: 1639.17 ms [2021-06-13 15:35:16 main:581] : INFO : Epoch 1759 | loss: 0.0310942 | val_loss: 0.031128 | Time: 1641.71 ms [2021-06-13 15:35:18 main:581] : INFO : Epoch 1760 | loss: 0.0310938 | val_loss: 0.0311255 | Time: 1630.75 ms [2021-06-13 15:35:19 main:581] : INFO : Epoch 1761 | loss: 0.0310937 | val_loss: 0.0311219 | Time: 1635.32 ms [2021-06-13 15:35:21 main:581] : INFO : Epoch 1762 | loss: 0.0310927 | val_loss: 0.0311226 | Time: 1641.85 ms [2021-06-13 15:35:23 main:581] : INFO : Epoch 1763 | loss: 0.0310915 | val_loss: 0.0311207 | Time: 1640.34 ms [2021-06-13 15:35:24 main:581] : INFO : Epoch 1764 | loss: 0.031091 | val_loss: 0.0311215 | Time: 1647.46 ms [2021-06-13 15:35:26 main:581] : INFO : Epoch 1765 | loss: 0.0310897 | val_loss: 0.0311215 | Time: 1655.57 ms [2021-06-13 15:35:28 main:581] : INFO : Epoch 1766 | loss: 0.031092 | val_loss: 0.0311237 | Time: 1642.37 ms [2021-06-13 15:35:29 main:581] : INFO : Epoch 1767 | loss: 0.0310896 | val_loss: 0.0311283 | Time: 1638 ms [2021-06-13 15:35:31 main:581] : INFO : Epoch 1768 | loss: 0.0310913 | val_loss: 0.0311242 | Time: 1643.45 ms [2021-06-13 15:35:33 main:581] : INFO : Epoch 1769 | loss: 0.0310935 | val_loss: 0.0311234 | Time: 1634.17 ms [2021-06-13 15:35:34 main:581] : INFO : Epoch 1770 | loss: 0.0310915 | val_loss: 0.0311267 | Time: 1638.97 ms [2021-06-13 15:35:36 main:581] : INFO : Epoch 1771 | loss: 0.0310906 | val_loss: 0.0311258 | Time: 1648.2 ms [2021-06-13 15:35:37 main:581] : INFO : Epoch 1772 | loss: 0.0310883 | val_loss: 0.0311259 | Time: 1634.3 ms [2021-06-13 15:35:39 main:581] : INFO : Epoch 1773 | loss: 0.0310952 | val_loss: 0.0311281 | Time: 1628.48 ms [2021-06-13 15:35:41 main:581] : INFO : Epoch 1774 | loss: 0.0311074 | val_loss: 0.0311407 | Time: 1639.44 ms [2021-06-13 15:35:42 main:581] : INFO : Epoch 1775 | loss: 0.0311058 | val_loss: 0.0311389 | Time: 1641.58 ms [2021-06-13 15:35:44 main:581] : INFO : Epoch 1776 | loss: 0.0311176 | val_loss: 0.0311359 | Time: 1638.57 ms [2021-06-13 15:35:46 main:581] : INFO : Epoch 1777 | loss: 0.0311018 | val_loss: 0.0311281 | Time: 1618.99 ms [2021-06-13 15:35:47 main:581] : INFO : Epoch 1778 | loss: 0.0311007 | val_loss: 0.0311302 | Time: 1624.57 ms [2021-06-13 15:35:49 main:581] : INFO : Epoch 1779 | loss: 0.0311019 | val_loss: 0.0311292 | Time: 1616.11 ms [2021-06-13 15:35:51 main:581] : INFO : Epoch 1780 | loss: 0.0310986 | val_loss: 0.0311289 | Time: 1616.81 ms [2021-06-13 15:35:52 main:581] : INFO : Epoch 1781 | loss: 0.0310966 | val_loss: 0.0311246 | Time: 1625.4 ms [2021-06-13 15:35:54 main:581] : INFO : Epoch 1782 | loss: 0.0310958 | val_loss: 0.031133 | Time: 1629.97 ms [2021-06-13 15:35:55 main:581] : INFO : Epoch 1783 | loss: 0.0310976 | val_loss: 0.0311266 | Time: 1625.56 ms [2021-06-13 15:35:57 main:581] : INFO : Epoch 1784 | loss: 0.0311045 | val_loss: 0.0311267 | Time: 1636.99 ms [2021-06-13 15:35:59 main:581] : INFO : Epoch 1785 | loss: 0.0311004 | val_loss: 0.0311272 | Time: 1630.52 ms [2021-06-13 15:36:00 main:581] : INFO : Epoch 1786 | loss: 0.0310994 | val_loss: 0.031124 | Time: 1634.78 ms [2021-06-13 15:36:02 main:581] : INFO : Epoch 1787 | loss: 0.0310984 | val_loss: 0.0311227 | Time: 1615.93 ms [2021-06-13 15:36:04 main:581] : INFO : Epoch 1788 | loss: 0.031094 | val_loss: 0.031126 | Time: 1622.79 ms [2021-06-13 15:36:05 main:581] : INFO : Epoch 1789 | loss: 0.0310919 | val_loss: 0.0311262 | Time: 1602.34 ms [2021-06-13 15:36:07 main:581] : INFO : Epoch 1790 | loss: 0.0310945 | val_loss: 0.031123 | Time: 1635.62 ms [2021-06-13 15:36:08 main:581] : INFO : Epoch 1791 | loss: 0.0310934 | val_loss: 0.0311222 | Time: 1632.58 ms [2021-06-13 15:36:10 main:581] : INFO : Epoch 1792 | loss: 0.0310929 | val_loss: 0.0311249 | Time: 1631.71 ms [2021-06-13 15:36:12 main:581] : INFO : Epoch 1793 | loss: 0.0310904 | val_loss: 0.0311218 | Time: 1631.25 ms [2021-06-13 15:36:13 main:581] : INFO : Epoch 1794 | loss: 0.0310916 | val_loss: 0.0311215 | Time: 1634.64 ms [2021-06-13 15:36:15 main:581] : INFO : Epoch 1795 | loss: 0.0310914 | val_loss: 0.0311292 | Time: 1633.05 ms [2021-06-13 15:36:17 main:581] : INFO : Epoch 1796 | loss: 0.0310926 | val_loss: 0.0311298 | Time: 1622.58 ms [2021-06-13 15:36:18 main:581] : INFO : Epoch 1797 | loss: 0.0310939 | val_loss: 0.0311265 | Time: 1620.34 ms [2021-06-13 15:36:20 main:581] : INFO : Epoch 1798 | loss: 0.0310913 | val_loss: 0.0311259 | Time: 1624.62 ms [2021-06-13 15:36:21 main:581] : INFO : Epoch 1799 | loss: 0.0310934 | val_loss: 0.0311274 | Time: 1621.78 ms [2021-06-13 15:36:23 main:581] : INFO : Epoch 1800 | loss: 0.0310974 | val_loss: 0.0311304 | Time: 1621.65 ms [2021-06-13 15:36:25 main:581] : INFO : Epoch 1801 | loss: 0.0311005 | val_loss: 0.0311354 | Time: 1621.14 ms [2021-06-13 15:36:26 main:581] : INFO : Epoch 1802 | loss: 0.0311 | val_loss: 0.0311316 | Time: 1620.02 ms [2021-06-13 15:36:28 main:581] : INFO : Epoch 1803 | loss: 0.0310957 | val_loss: 0.0311274 | Time: 1632.3 ms [2021-06-13 15:36:30 main:581] : INFO : Epoch 1804 | loss: 0.0310946 | val_loss: 0.0311248 | Time: 1628.33 ms [2021-06-13 15:36:31 main:581] : INFO : Epoch 1805 | loss: 0.0310938 | val_loss: 0.03113 | Time: 1621.47 ms [2021-06-13 15:36:33 main:581] : INFO : Epoch 1806 | loss: 0.0310962 | val_loss: 0.0311315 | Time: 1615.26 ms [2021-06-13 15:36:34 main:581] : INFO : Epoch 1807 | loss: 0.0311007 | val_loss: 0.0311359 | Time: 1609.87 ms [2021-06-13 15:36:36 main:581] : INFO : Epoch 1808 | loss: 0.0310972 | val_loss: 0.031126 | Time: 1640.48 ms [2021-06-13 15:36:38 main:581] : INFO : Epoch 1809 | loss: 0.031093 | val_loss: 0.0311246 | Time: 1632.07 ms [2021-06-13 15:36:39 main:581] : INFO : Epoch 1810 | loss: 0.031095 | val_loss: 0.0311316 | Time: 1622.35 ms [2021-06-13 15:36:41 main:581] : INFO : Epoch 1811 | loss: 0.0311008 | val_loss: 0.0311281 | Time: 1623.26 ms [2021-06-13 15:36:43 main:581] : INFO : Epoch 1812 | loss: 0.0310988 | val_loss: 0.0311295 | Time: 1634.76 ms [2021-06-13 15:36:44 main:581] : INFO : Epoch 1813 | loss: 0.0310993 | val_loss: 0.0311274 | Time: 1633.37 ms [2021-06-13 15:36:46 main:581] : INFO : Epoch 1814 | loss: 0.0310976 | val_loss: 0.0311284 | Time: 1626.95 ms [2021-06-13 15:36:47 main:581] : INFO : Epoch 1815 | loss: 0.0310998 | val_loss: 0.0311307 | Time: 1630.8 ms [2021-06-13 15:36:49 main:581] : INFO : Epoch 1816 | loss: 0.0310984 | val_loss: 0.0311311 | Time: 1635.64 ms [2021-06-13 15:36:51 main:581] : INFO : Epoch 1817 | loss: 0.0310966 | val_loss: 0.0311313 | Time: 1621.55 ms [2021-06-13 15:36:52 main:581] : INFO : Epoch 1818 | loss: 0.0310986 | val_loss: 0.0311327 | Time: 1634.71 ms [2021-06-13 15:36:54 main:581] : INFO : Epoch 1819 | loss: 0.0310978 | val_loss: 0.03113 | Time: 1634.39 ms [2021-06-13 15:36:56 main:581] : INFO : Epoch 1820 | loss: 0.0310961 | val_loss: 0.0311258 | Time: 1634.23 ms [2021-06-13 15:36:57 main:581] : INFO : Epoch 1821 | loss: 0.0310937 | val_loss: 0.031135 | Time: 1631.73 ms [2021-06-13 15:36:59 main:581] : INFO : Epoch 1822 | loss: 0.0310979 | val_loss: 0.0311317 | Time: 1659.28 ms [2021-06-13 15:37:01 main:581] : INFO : Epoch 1823 | loss: 0.0310949 | val_loss: 0.031127 | Time: 1665.76 ms [2021-06-13 15:37:02 main:581] : INFO : Epoch 1824 | loss: 0.0310969 | val_loss: 0.0311355 | Time: 1650.52 ms [2021-06-13 15:37:04 main:581] : INFO : Epoch 1825 | loss: 0.0311032 | val_loss: 0.031133 | Time: 1650.46 ms [2021-06-13 15:37:06 main:581] : INFO : Epoch 1826 | loss: 0.031102 | val_loss: 0.0311319 | Time: 1637.11 ms [2021-06-13 15:37:07 main:581] : INFO : Epoch 1827 | loss: 0.0310975 | val_loss: 0.031132 | Time: 1628.44 ms [2021-06-13 15:37:09 main:581] : INFO : Epoch 1828 | loss: 0.0310958 | val_loss: 0.0311301 | Time: 1639.43 ms [2021-06-13 15:37:10 main:581] : INFO : Epoch 1829 | loss: 0.0310943 | val_loss: 0.0311257 | Time: 1637.26 ms [2021-06-13 15:37:12 main:581] : INFO : Epoch 1830 | loss: 0.0310987 | val_loss: 0.0311278 | Time: 1624.29 ms [2021-06-13 15:37:14 main:581] : INFO : Epoch 1831 | loss: 0.0310977 | val_loss: 0.0311263 | Time: 1629.24 ms [2021-06-13 15:37:15 main:581] : INFO : Epoch 1832 | loss: 0.0311033 | val_loss: 0.0311289 | Time: 1633.87 ms [2021-06-13 15:37:17 main:581] : INFO : Epoch 1833 | loss: 0.0311056 | val_loss: 0.0311305 | Time: 1629.24 ms [2021-06-13 15:37:19 main:581] : INFO : Epoch 1834 | loss: 0.0311001 | val_loss: 0.0311302 | Time: 1626.8 ms [2021-06-13 15:37:20 main:581] : INFO : Epoch 1835 | loss: 0.0310983 | val_loss: 0.0311347 | Time: 1623.25 ms [2021-06-13 15:37:22 main:581] : INFO : Epoch 1836 | loss: 0.0311018 | val_loss: 0.0311332 | Time: 1619.2 ms [2021-06-13 15:37:23 main:581] : INFO : Epoch 1837 | loss: 0.0311097 | val_loss: 0.0311309 | Time: 1614.66 ms [2021-06-13 15:37:25 main:581] : INFO : Epoch 1838 | loss: 0.0311124 | val_loss: 0.0311282 | Time: 1636.9 ms [2021-06-13 15:37:27 main:581] : INFO : Epoch 1839 | loss: 0.031108 | val_loss: 0.0311267 | Time: 1632.63 ms [2021-06-13 15:37:28 main:581] : INFO : Epoch 1840 | loss: 0.0311073 | val_loss: 0.0311375 | Time: 1640.63 ms [2021-06-13 15:37:30 main:581] : INFO : Epoch 1841 | loss: 0.0311071 | val_loss: 0.0311345 | Time: 1646.88 ms [2021-06-13 15:37:32 main:581] : INFO : Epoch 1842 | loss: 0.0311043 | val_loss: 0.0311254 | Time: 1637.37 ms [2021-06-13 15:37:33 main:581] : INFO : Epoch 1843 | loss: 0.0311004 | val_loss: 0.0311257 | Time: 1624.4 ms [2021-06-13 15:37:35 main:581] : INFO : Epoch 1844 | loss: 0.0310968 | val_loss: 0.0311329 | Time: 1620.94 ms [2021-06-13 15:37:36 main:581] : INFO : Epoch 1845 | loss: 0.0310954 | val_loss: 0.0311273 | Time: 1611.43 ms [2021-06-13 15:37:38 main:581] : INFO : Epoch 1846 | loss: 0.0310953 | val_loss: 0.0311344 | Time: 1629.11 ms [2021-06-13 15:37:40 main:581] : INFO : Epoch 1847 | loss: 0.0310971 | val_loss: 0.0311334 | Time: 1626.19 ms [2021-06-13 15:37:41 main:581] : INFO : Epoch 1848 | loss: 0.031098 | val_loss: 0.0311281 | Time: 1632.34 ms [2021-06-13 15:37:43 main:581] : INFO : Epoch 1849 | loss: 0.0310974 | val_loss: 0.0311303 | Time: 1639.76 ms [2021-06-13 15:37:45 main:581] : INFO : Epoch 1850 | loss: 0.031095 | val_loss: 0.0311335 | Time: 1620.12 ms [2021-06-13 15:37:46 main:581] : INFO : Epoch 1851 | loss: 0.0310933 | val_loss: 0.0311259 | Time: 1618.17 ms [2021-06-13 15:37:48 main:581] : INFO : Epoch 1852 | loss: 0.0310916 | val_loss: 0.0311277 | Time: 1622.01 ms [2021-06-13 15:37:50 main:581] : INFO : Epoch 1853 | loss: 0.0310938 | val_loss: 0.0311246 | Time: 1649.15 ms [2021-06-13 15:37:51 main:581] : INFO : Epoch 1854 | loss: 0.0310916 | val_loss: 0.0311294 | Time: 1652.55 ms [2021-06-13 15:37:53 main:581] : INFO : Epoch 1855 | loss: 0.0310901 | val_loss: 0.031128 | Time: 1654.14 ms [2021-06-13 15:37:54 main:581] : INFO : Epoch 1856 | loss: 0.0310905 | val_loss: 0.0311267 | Time: 1657.23 ms [2021-06-13 15:37:56 main:581] : INFO : Epoch 1857 | loss: 0.0310913 | val_loss: 0.0311296 | Time: 1646.18 ms [2021-06-13 15:37:58 main:581] : INFO : Epoch 1858 | loss: 0.0310917 | val_loss: 0.0311307 | Time: 1640.03 ms [2021-06-13 15:37:59 main:581] : INFO : Epoch 1859 | loss: 0.031089 | val_loss: 0.0311352 | Time: 1611.57 ms [2021-06-13 15:38:01 main:581] : INFO : Epoch 1860 | loss: 0.0310895 | val_loss: 0.031128 | Time: 1658.3 ms [2021-06-13 15:38:03 main:581] : INFO : Epoch 1861 | loss: 0.0310985 | val_loss: 0.0311314 | Time: 1652.87 ms [2021-06-13 15:38:04 main:581] : INFO : Epoch 1862 | loss: 0.031111 | val_loss: 0.0311311 | Time: 1653.65 ms [2021-06-13 15:38:06 main:581] : INFO : Epoch 1863 | loss: 0.0311084 | val_loss: 0.0311352 | Time: 1650.41 ms [2021-06-13 15:38:08 main:581] : INFO : Epoch 1864 | loss: 0.031105 | val_loss: 0.0311288 | Time: 1654.01 ms [2021-06-13 15:38:09 main:581] : INFO : Epoch 1865 | loss: 0.0311026 | val_loss: 0.0311278 | Time: 1652.09 ms [2021-06-13 15:38:11 main:581] : INFO : Epoch 1866 | loss: 0.0311013 | val_loss: 0.0311292 | Time: 1654.47 ms [2021-06-13 15:38:13 main:581] : INFO : Epoch 1867 | loss: 0.0310982 | val_loss: 0.0311307 | Time: 1655.98 ms [2021-06-13 15:38:14 main:581] : INFO : Epoch 1868 | loss: 0.0311076 | val_loss: 0.031153 | Time: 1653.98 ms [2021-06-13 15:38:16 main:581] : INFO : Epoch 1869 | loss: 0.0311314 | val_loss: 0.0311545 | Time: 1653.63 ms [2021-06-13 15:38:18 main:581] : INFO : Epoch 1870 | loss: 0.0311338 | val_loss: 0.031154 | Time: 1646.45 ms [2021-06-13 15:38:19 main:581] : INFO : Epoch 1871 | loss: 0.0311256 | val_loss: 0.0311417 | Time: 1649.9 ms [2021-06-13 15:38:21 main:581] : INFO : Epoch 1872 | loss: 0.0311155 | val_loss: 0.0311415 | Time: 1657.33 ms [2021-06-13 15:38:23 main:581] : INFO : Epoch 1873 | loss: 0.0311091 | val_loss: 0.0311397 | Time: 1651.45 ms [2021-06-13 15:38:24 main:581] : INFO : Epoch 1874 | loss: 0.0311054 | val_loss: 0.0311344 | Time: 1649.75 ms [2021-06-13 15:38:26 main:581] : INFO : Epoch 1875 | loss: 0.0311013 | val_loss: 0.0311316 | Time: 1648.22 ms [2021-06-13 15:38:27 main:581] : INFO : Epoch 1876 | loss: 0.0311001 | val_loss: 0.0311488 | Time: 1650.87 ms [2021-06-13 15:38:29 main:581] : INFO : Epoch 1877 | loss: 0.0311388 | val_loss: 0.0311683 | Time: 1648.78 ms [2021-06-13 15:38:31 main:581] : INFO : Epoch 1878 | loss: 0.0311482 | val_loss: 0.0311532 | Time: 1650.6 ms [2021-06-13 15:38:32 main:581] : INFO : Epoch 1879 | loss: 0.0311383 | val_loss: 0.0311464 | Time: 1653.85 ms [2021-06-13 15:38:34 main:581] : INFO : Epoch 1880 | loss: 0.0311304 | val_loss: 0.0311435 | Time: 1647.78 ms [2021-06-13 15:38:36 main:581] : INFO : Epoch 1881 | loss: 0.0311256 | val_loss: 0.0311456 | Time: 1648.64 ms [2021-06-13 15:38:37 main:581] : INFO : Epoch 1882 | loss: 0.0311242 | val_loss: 0.0311428 | Time: 1650.92 ms [2021-06-13 15:38:39 main:581] : INFO : Epoch 1883 | loss: 0.0311363 | val_loss: 0.0311468 | Time: 1654.7 ms [2021-06-13 15:38:41 main:581] : INFO : Epoch 1884 | loss: 0.0311347 | val_loss: 0.0311421 | Time: 1649.21 ms [2021-06-13 15:38:42 main:581] : INFO : Epoch 1885 | loss: 0.0311317 | val_loss: 0.0311435 | Time: 1651.37 ms [2021-06-13 15:38:44 main:581] : INFO : Epoch 1886 | loss: 0.0311293 | val_loss: 0.0311444 | Time: 1651.53 ms [2021-06-13 15:38:46 main:581] : INFO : Epoch 1887 | loss: 0.0311288 | val_loss: 0.0311497 | Time: 1652.72 ms [2021-06-13 15:38:47 main:581] : INFO : Epoch 1888 | loss: 0.0311245 | val_loss: 0.0311437 | Time: 1652.81 ms [2021-06-13 15:38:49 main:581] : INFO : Epoch 1889 | loss: 0.0311205 | val_loss: 0.0311386 | Time: 1652.69 ms [2021-06-13 15:38:51 main:581] : INFO : Epoch 1890 | loss: 0.0311172 | val_loss: 0.0311404 | Time: 1651.25 ms [2021-06-13 15:38:52 main:581] : INFO : Epoch 1891 | loss: 0.0311153 | val_loss: 0.03114 | Time: 1650.18 ms [2021-06-13 15:38:54 main:581] : INFO : Epoch 1892 | loss: 0.0311144 | val_loss: 0.0311367 | Time: 1650.05 ms [2021-06-13 15:38:56 main:581] : INFO : Epoch 1893 | loss: 0.0311146 | val_loss: 0.0311379 | Time: 1656.12 ms [2021-06-13 15:38:57 main:581] : INFO : Epoch 1894 | loss: 0.0311129 | val_loss: 0.0311388 | Time: 1653.15 ms [2021-06-13 15:38:59 main:581] : INFO : Epoch 1895 | loss: 0.0311111 | val_loss: 0.0311336 | Time: 1645.26 ms [2021-06-13 15:39:00 main:581] : INFO : Epoch 1896 | loss: 0.0311148 | val_loss: 0.0311363 | Time: 1649.25 ms [2021-06-13 15:39:02 main:581] : INFO : Epoch 1897 | loss: 0.0311119 | val_loss: 0.0311347 | Time: 1638.3 ms [2021-06-13 15:39:04 main:581] : INFO : Epoch 1898 | loss: 0.0311103 | val_loss: 0.0311397 | Time: 1627.04 ms [2021-06-13 15:39:05 main:581] : INFO : Epoch 1899 | loss: 0.031113 | val_loss: 0.0311438 | Time: 1629.38 ms [2021-06-13 15:39:07 main:581] : INFO : Epoch 1900 | loss: 0.0311097 | val_loss: 0.0311383 | Time: 1633.2 ms [2021-06-13 15:39:09 main:581] : INFO : Epoch 1901 | loss: 0.0311105 | val_loss: 0.0311395 | Time: 1635.6 ms [2021-06-13 15:39:10 main:581] : INFO : Epoch 1902 | loss: 0.0311066 | val_loss: 0.0311357 | Time: 1627.56 ms [2021-06-13 15:39:12 main:581] : INFO : Epoch 1903 | loss: 0.0311099 | val_loss: 0.0311338 | Time: 1596.8 ms [2021-06-13 15:39:13 main:581] : INFO : Epoch 1904 | loss: 0.0311203 | val_loss: 0.031137 | Time: 1604.96 ms [2021-06-13 15:39:15 main:581] : INFO : Epoch 1905 | loss: 0.0311397 | val_loss: 0.0311687 | Time: 1600.12 ms [2021-06-13 15:39:17 main:581] : INFO : Epoch 1906 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 1600.24 ms [2021-06-13 15:39:18 main:581] : INFO : Epoch 1907 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 1604.49 ms [2021-06-13 15:39:20 main:581] : INFO : Epoch 1908 | loss: 0.0311562 | val_loss: 0.031164 | Time: 1620.6 ms [2021-06-13 15:39:22 main:581] : INFO : Epoch 1909 | loss: 0.0311551 | val_loss: 0.0311656 | Time: 1626.51 ms [2021-06-13 15:39:23 main:581] : INFO : Epoch 1910 | loss: 0.0311518 | val_loss: 0.0311645 | Time: 1638.82 ms [2021-06-13 15:39:25 main:581] : INFO : Epoch 1911 | loss: 0.0311636 | val_loss: 0.0311789 | Time: 1613.38 ms [2021-06-13 15:39:26 main:581] : INFO : Epoch 1912 | loss: 0.0311714 | val_loss: 0.0311842 | Time: 1632.15 ms [2021-06-13 15:39:28 main:581] : INFO : Epoch 1913 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 1628.46 ms [2021-06-13 15:39:30 main:581] : INFO : Epoch 1914 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 1643.17 ms [2021-06-13 15:39:31 main:581] : INFO : Epoch 1915 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 1635.72 ms [2021-06-13 15:39:33 main:581] : INFO : Epoch 1916 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 1613.52 ms [2021-06-13 15:39:35 main:581] : INFO : Epoch 1917 | loss: 0.0311623 | val_loss: 0.0311773 | Time: 1601.09 ms [2021-06-13 15:39:36 main:581] : INFO : Epoch 1918 | loss: 0.0311608 | val_loss: 0.031173 | Time: 1609.09 ms [2021-06-13 15:39:38 main:581] : INFO : Epoch 1919 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 1606.87 ms [2021-06-13 15:39:39 main:581] : INFO : Epoch 1920 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 1605.6 ms [2021-06-13 15:39:41 main:581] : INFO : Epoch 1921 | loss: 0.0311581 | val_loss: 0.0311757 | Time: 1622.46 ms [2021-06-13 15:39:43 main:581] : INFO : Epoch 1922 | loss: 0.0311591 | val_loss: 0.0311639 | Time: 1625.97 ms [2021-06-13 15:39:44 main:581] : INFO : Epoch 1923 | loss: 0.0311476 | val_loss: 0.0311401 | Time: 1616.15 ms [2021-06-13 15:39:46 main:581] : INFO : Epoch 1924 | loss: 0.031135 | val_loss: 0.0311388 | Time: 1641.41 ms [2021-06-13 15:39:48 main:581] : INFO : Epoch 1925 | loss: 0.0311357 | val_loss: 0.0311417 | Time: 1642.05 ms [2021-06-13 15:39:49 main:581] : INFO : Epoch 1926 | loss: 0.0311327 | val_loss: 0.0311454 | Time: 1640.92 ms [2021-06-13 15:39:51 main:581] : INFO : Epoch 1927 | loss: 0.0311326 | val_loss: 0.0311392 | Time: 1636.32 ms [2021-06-13 15:39:52 main:581] : INFO : Epoch 1928 | loss: 0.0311282 | val_loss: 0.0311372 | Time: 1629.5 ms [2021-06-13 15:39:54 main:581] : INFO : Epoch 1929 | loss: 0.0311477 | val_loss: 0.0311564 | Time: 1629.48 ms [2021-06-13 15:39:56 main:581] : INFO : Epoch 1930 | loss: 0.0311566 | val_loss: 0.031153 | Time: 1629.61 ms [2021-06-13 15:39:57 main:581] : INFO : Epoch 1931 | loss: 0.0311498 | val_loss: 0.0311479 | Time: 1627.97 ms [2021-06-13 15:39:59 main:581] : INFO : Epoch 1932 | loss: 0.0311471 | val_loss: 0.0311479 | Time: 1634 ms [2021-06-13 15:40:01 main:581] : INFO : Epoch 1933 | loss: 0.0311439 | val_loss: 0.0311448 | Time: 1646.64 ms [2021-06-13 15:40:02 main:581] : INFO : Epoch 1934 | loss: 0.0311419 | val_loss: 0.0311474 | Time: 1633.15 ms [2021-06-13 15:40:04 main:581] : INFO : Epoch 1935 | loss: 0.0311417 | val_loss: 0.0311484 | Time: 1631.17 ms [2021-06-13 15:40:06 main:581] : INFO : Epoch 1936 | loss: 0.0311374 | val_loss: 0.0311387 | Time: 1647 ms [2021-06-13 15:40:07 main:581] : INFO : Epoch 1937 | loss: 0.0311364 | val_loss: 0.0311407 | Time: 1644.59 ms [2021-06-13 15:40:09 main:581] : INFO : Epoch 1938 | loss: 0.0311349 | val_loss: 0.031142 | Time: 1648.97 ms [2021-06-13 15:40:10 main:581] : INFO : Epoch 1939 | loss: 0.0311313 | val_loss: 0.0311402 | Time: 1650.93 ms [2021-06-13 15:40:12 main:581] : INFO : Epoch 1940 | loss: 0.0311305 | val_loss: 0.0311392 | Time: 1645.22 ms [2021-06-13 15:40:14 main:581] : INFO : Epoch 1941 | loss: 0.0311276 | val_loss: 0.0311396 | Time: 1652.55 ms [2021-06-13 15:40:15 main:581] : INFO : Epoch 1942 | loss: 0.0311254 | val_loss: 0.031137 | Time: 1652.7 ms [2021-06-13 15:40:17 main:581] : INFO : Epoch 1943 | loss: 0.0311274 | val_loss: 0.0311397 | Time: 1644.98 ms [2021-06-13 15:40:19 main:581] : INFO : Epoch 1944 | loss: 0.031129 | val_loss: 0.0311341 | Time: 1649.16 ms [2021-06-13 15:40:20 main:581] : INFO : Epoch 1945 | loss: 0.0311239 | val_loss: 0.0311376 | Time: 1650.44 ms [2021-06-13 15:40:22 main:581] : INFO : Epoch 1946 | loss: 0.0311226 | val_loss: 0.0311379 | Time: 1646.61 ms [2021-06-13 15:40:24 main:581] : INFO : Epoch 1947 | loss: 0.0311221 | val_loss: 0.0311394 | Time: 1647.87 ms [2021-06-13 15:40:25 main:581] : INFO : Epoch 1948 | loss: 0.0311274 | val_loss: 0.0311371 | Time: 1647.17 ms [2021-06-13 15:40:27 main:581] : INFO : Epoch 1949 | loss: 0.0311253 | val_loss: 0.0311386 | Time: 1647.06 ms [2021-06-13 15:40:29 main:581] : INFO : Epoch 1950 | loss: 0.031123 | val_loss: 0.0311315 | Time: 1646.9 ms [2021-06-13 15:40:30 main:581] : INFO : Epoch 1951 | loss: 0.0311218 | val_loss: 0.0311299 | Time: 1643.67 ms [2021-06-13 15:40:32 main:581] : INFO : Epoch 1952 | loss: 0.0311194 | val_loss: 0.0311314 | Time: 1647.81 ms [2021-06-13 15:40:34 main:581] : INFO : Epoch 1953 | loss: 0.0311204 | val_loss: 0.0311358 | Time: 1650.29 ms [2021-06-13 15:40:35 main:581] : INFO : Epoch 1954 | loss: 0.0311172 | val_loss: 0.0311367 | Time: 1648.5 ms [2021-06-13 15:40:37 main:581] : INFO : Epoch 1955 | loss: 0.0311171 | val_loss: 0.0311312 | Time: 1644.27 ms [2021-06-13 15:40:38 main:581] : INFO : Epoch 1956 | loss: 0.0311187 | val_loss: 0.0311306 | Time: 1644.11 ms [2021-06-13 15:40:40 main:581] : INFO : Epoch 1957 | loss: 0.0311165 | val_loss: 0.0311309 | Time: 1643.54 ms [2021-06-13 15:40:42 main:581] : INFO : Epoch 1958 | loss: 0.0311154 | val_loss: 0.0311312 | Time: 1632.81 ms [2021-06-13 15:40:43 main:581] : INFO : Epoch 1959 | loss: 0.031115 | val_loss: 0.0311381 | Time: 1624.01 ms [2021-06-13 15:40:45 main:581] : INFO : Epoch 1960 | loss: 0.0311189 | val_loss: 0.0311361 | Time: 1627.46 ms [2021-06-13 15:40:47 main:581] : INFO : Epoch 1961 | loss: 0.0311154 | val_loss: 0.0311409 | Time: 1631.39 ms [2021-06-13 15:40:48 main:581] : INFO : Epoch 1962 | loss: 0.0311232 | val_loss: 0.0311498 | Time: 1634.25 ms [2021-06-13 15:40:50 main:581] : INFO : Epoch 1963 | loss: 0.0311253 | val_loss: 0.0311399 | Time: 1630.8 ms [2021-06-13 15:40:52 main:581] : INFO : Epoch 1964 | loss: 0.0311234 | val_loss: 0.0311394 | Time: 1632.66 ms [2021-06-13 15:40:53 main:581] : INFO : Epoch 1965 | loss: 0.0311202 | val_loss: 0.0311403 | Time: 1621.97 ms [2021-06-13 15:40:55 main:581] : INFO : Epoch 1966 | loss: 0.0311166 | val_loss: 0.0311378 | Time: 1630.01 ms [2021-06-13 15:40:56 main:581] : INFO : Epoch 1967 | loss: 0.0311152 | val_loss: 0.0311368 | Time: 1638.11 ms [2021-06-13 15:40:58 main:581] : INFO : Epoch 1968 | loss: 0.0311134 | val_loss: 0.0311353 | Time: 1638.33 ms [2021-06-13 15:41:00 main:581] : INFO : Epoch 1969 | loss: 0.0311112 | val_loss: 0.0311359 | Time: 1637.87 ms [2021-06-13 15:41:01 main:581] : INFO : Epoch 1970 | loss: 0.0311094 | val_loss: 0.0311338 | Time: 1636.57 ms [2021-06-13 15:41:03 main:581] : INFO : Epoch 1971 | loss: 0.0311083 | val_loss: 0.0311362 | Time: 1638.12 ms [2021-06-13 15:41:05 main:581] : INFO : Epoch 1972 | loss: 0.0311097 | val_loss: 0.0311367 | Time: 1630.65 ms [2021-06-13 15:41:06 main:581] : INFO : Epoch 1973 | loss: 0.0311135 | val_loss: 0.031138 | Time: 1621.82 ms [2021-06-13 15:41:08 main:581] : INFO : Epoch 1974 | loss: 0.0311123 | val_loss: 0.0311307 | Time: 1612.97 ms [2021-06-13 15:41:09 main:581] : INFO : Epoch 1975 | loss: 0.0311116 | val_loss: 0.0311322 | Time: 1610.8 ms [2021-06-13 15:41:11 main:581] : INFO : Epoch 1976 | loss: 0.0311122 | val_loss: 0.0311304 | Time: 1618.39 ms [2021-06-13 15:41:13 main:581] : INFO : Epoch 1977 | loss: 0.0311086 | val_loss: 0.0311337 | Time: 1613.5 ms [2021-06-13 15:41:14 main:581] : INFO : Epoch 1978 | loss: 0.0311056 | val_loss: 0.0311281 | Time: 1611.57 ms [2021-06-13 15:41:16 main:581] : INFO : Epoch 1979 | loss: 0.031106 | val_loss: 0.0311381 | Time: 1613.09 ms [2021-06-13 15:41:18 main:581] : INFO : Epoch 1980 | loss: 0.0311096 | val_loss: 0.0311376 | Time: 1616.31 ms [2021-06-13 15:41:19 main:581] : INFO : Epoch 1981 | loss: 0.0311085 | val_loss: 0.0311274 | Time: 1614.65 ms [2021-06-13 15:41:21 main:581] : INFO : Epoch 1982 | loss: 0.0311051 | val_loss: 0.0311297 | Time: 1630.63 ms [2021-06-13 15:41:22 main:581] : INFO : Epoch 1983 | loss: 0.0311019 | val_loss: 0.0311299 | Time: 1634.87 ms [2021-06-13 15:41:24 main:581] : INFO : Epoch 1984 | loss: 0.0311056 | val_loss: 0.0311295 | Time: 1648.32 ms [2021-06-13 15:41:26 main:581] : INFO : Epoch 1985 | loss: 0.0311066 | val_loss: 0.0311264 | Time: 1635.38 ms [2021-06-13 15:41:27 main:581] : INFO : Epoch 1986 | loss: 0.0311072 | val_loss: 0.0311275 | Time: 1617.84 ms [2021-06-13 15:41:29 main:581] : INFO : Epoch 1987 | loss: 0.0311062 | val_loss: 0.0311301 | Time: 1619.44 ms [2021-06-13 15:41:31 main:581] : INFO : Epoch 1988 | loss: 0.0311037 | val_loss: 0.0311317 | Time: 1648.45 ms [2021-06-13 15:41:32 main:581] : INFO : Epoch 1989 | loss: 0.0311048 | val_loss: 0.031129 | Time: 1653.33 ms [2021-06-13 15:41:34 main:581] : INFO : Epoch 1990 | loss: 0.0311031 | val_loss: 0.0311359 | Time: 1654.34 ms [2021-06-13 15:41:36 main:581] : INFO : Epoch 1991 | loss: 0.0311026 | val_loss: 0.0311308 | Time: 1649.01 ms [2021-06-13 15:41:37 main:581] : INFO : Epoch 1992 | loss: 0.0311026 | val_loss: 0.0311311 | Time: 1649.13 ms [2021-06-13 15:41:39 main:581] : INFO : Epoch 1993 | loss: 0.0311014 | val_loss: 0.0311308 | Time: 1653.83 ms [2021-06-13 15:41:40 main:581] : INFO : Epoch 1994 | loss: 0.0311036 | val_loss: 0.031137 | Time: 1649.33 ms [2021-06-13 15:41:42 main:581] : INFO : Epoch 1995 | loss: 0.0311048 | val_loss: 0.0311288 | Time: 1645.8 ms [2021-06-13 15:41:44 main:581] : INFO : Epoch 1996 | loss: 0.0311071 | val_loss: 0.031133 | Time: 1653.22 ms [2021-06-13 15:41:45 main:581] : INFO : Epoch 1997 | loss: 0.0311103 | val_loss: 0.0311308 | Time: 1653.9 ms [2021-06-13 15:41:47 main:581] : INFO : Epoch 1998 | loss: 0.0311043 | val_loss: 0.0311272 | Time: 1651.75 ms [2021-06-13 15:41:49 main:581] : INFO : Epoch 1999 | loss: 0.0311041 | val_loss: 0.0311263 | Time: 1651.1 ms [2021-06-13 15:41:50 main:581] : INFO : Epoch 2000 | loss: 0.0311041 | val_loss: 0.0311277 | Time: 1653.27 ms [2021-06-13 15:41:52 main:581] : INFO : Epoch 2001 | loss: 0.0311018 | val_loss: 0.0311287 | Time: 1649.97 ms [2021-06-13 15:41:54 main:581] : INFO : Epoch 2002 | loss: 0.0310977 | val_loss: 0.0311316 | Time: 1654.19 ms [2021-06-13 15:41:55 main:581] : INFO : Epoch 2003 | loss: 0.0310966 | val_loss: 0.031126 | Time: 1652.42 ms [2021-06-13 15:41:57 main:581] : INFO : Epoch 2004 | loss: 0.0310949 | val_loss: 0.031129 | Time: 1651.99 ms [2021-06-13 15:41:59 main:581] : INFO : Epoch 2005 | loss: 0.0310986 | val_loss: 0.0311267 | Time: 1650.76 ms [2021-06-13 15:42:00 main:581] : INFO : Epoch 2006 | loss: 0.0310959 | val_loss: 0.0311274 | Time: 1660.15 ms [2021-06-13 15:42:02 main:581] : INFO : Epoch 2007 | loss: 0.031095 | val_loss: 0.031129 | Time: 1652.81 ms [2021-06-13 15:42:04 main:581] : INFO : Epoch 2008 | loss: 0.0310959 | val_loss: 0.031122 | Time: 1655.12 ms [2021-06-13 15:42:05 main:581] : INFO : Epoch 2009 | loss: 0.0310967 | val_loss: 0.0311268 | Time: 1653.04 ms [2021-06-13 15:42:07 main:581] : INFO : Epoch 2010 | loss: 0.0310993 | val_loss: 0.031125 | Time: 1654.15 ms [2021-06-13 15:42:09 main:581] : INFO : Epoch 2011 | loss: 0.0310962 | val_loss: 0.0311262 | Time: 1653.1 ms [2021-06-13 15:42:10 main:581] : INFO : Epoch 2012 | loss: 0.0310968 | val_loss: 0.0311249 | Time: 1652.4 ms [2021-06-13 15:42:12 main:581] : INFO : Epoch 2013 | loss: 0.0310949 | val_loss: 0.0311252 | Time: 1649.89 ms [2021-06-13 15:42:14 main:581] : INFO : Epoch 2014 | loss: 0.0310935 | val_loss: 0.0311228 | Time: 1652.53 ms [2021-06-13 15:42:15 main:581] : INFO : Epoch 2015 | loss: 0.0310942 | val_loss: 0.0311264 | Time: 1648.94 ms [2021-06-13 15:42:17 main:581] : INFO : Epoch 2016 | loss: 0.0310953 | val_loss: 0.0311227 | Time: 1647.67 ms [2021-06-13 15:42:18 main:581] : INFO : Epoch 2017 | loss: 0.0310956 | val_loss: 0.0311298 | Time: 1652 ms [2021-06-13 15:42:20 main:581] : INFO : Epoch 2018 | loss: 0.031096 | val_loss: 0.0311284 | Time: 1653.57 ms [2021-06-13 15:42:22 main:581] : INFO : Epoch 2019 | loss: 0.0310967 | val_loss: 0.0311294 | Time: 1653.15 ms [2021-06-13 15:42:23 main:581] : INFO : Epoch 2020 | loss: 0.0310915 | val_loss: 0.0311256 | Time: 1650.04 ms [2021-06-13 15:42:25 main:581] : INFO : Epoch 2021 | loss: 0.0310912 | val_loss: 0.0311244 | Time: 1653.26 ms [2021-06-13 15:42:27 main:581] : INFO : Epoch 2022 | loss: 0.0310913 | val_loss: 0.031134 | Time: 1654.48 ms [2021-06-13 15:42:28 main:581] : INFO : Epoch 2023 | loss: 0.0310915 | val_loss: 0.0311286 | Time: 1649.34 ms [2021-06-13 15:42:30 main:581] : INFO : Epoch 2024 | loss: 0.0310905 | val_loss: 0.0311242 | Time: 1651.21 ms [2021-06-13 15:42:32 main:581] : INFO : Epoch 2025 | loss: 0.0310901 | val_loss: 0.0311241 | Time: 1648.56 ms [2021-06-13 15:42:33 main:581] : INFO : Epoch 2026 | loss: 0.0310897 | val_loss: 0.031128 | Time: 1648.67 ms [2021-06-13 15:42:35 main:581] : INFO : Epoch 2027 | loss: 0.0310896 | val_loss: 0.0311283 | Time: 1646.47 ms [2021-06-13 15:42:37 main:581] : INFO : Epoch 2028 | loss: 0.0310867 | val_loss: 0.0311242 | Time: 1655.62 ms [2021-06-13 15:42:38 main:581] : INFO : Epoch 2029 | loss: 0.0310883 | val_loss: 0.0311227 | Time: 1650.84 ms [2021-06-13 15:42:40 main:581] : INFO : Epoch 2030 | loss: 0.0310894 | val_loss: 0.0311319 | Time: 1651.5 ms [2021-06-13 15:42:42 main:581] : INFO : Epoch 2031 | loss: 0.0310884 | val_loss: 0.0311247 | Time: 1654.93 ms [2021-06-13 15:42:43 main:581] : INFO : Epoch 2032 | loss: 0.0310869 | val_loss: 0.0311265 | Time: 1650.56 ms [2021-06-13 15:42:45 main:581] : INFO : Epoch 2033 | loss: 0.0310857 | val_loss: 0.0311267 | Time: 1651.1 ms [2021-06-13 15:42:47 main:581] : INFO : Epoch 2034 | loss: 0.0310844 | val_loss: 0.0311245 | Time: 1648.9 ms [2021-06-13 15:42:48 main:581] : INFO : Epoch 2035 | loss: 0.0310838 | val_loss: 0.0311262 | Time: 1651.31 ms [2021-06-13 15:42:50 main:581] : INFO : Epoch 2036 | loss: 0.0310883 | val_loss: 0.0311287 | Time: 1632.38 ms [2021-06-13 15:42:51 main:581] : INFO : Epoch 2037 | loss: 0.0310887 | val_loss: 0.031127 | Time: 1616.17 ms [2021-06-13 15:42:53 main:581] : INFO : Epoch 2038 | loss: 0.0311012 | val_loss: 0.0311288 | Time: 1629.88 ms [2021-06-13 15:42:55 main:581] : INFO : Epoch 2039 | loss: 0.031101 | val_loss: 0.0311326 | Time: 1638.74 ms [2021-06-13 15:42:56 main:581] : INFO : Epoch 2040 | loss: 0.0311057 | val_loss: 0.0311321 | Time: 1640.58 ms [2021-06-13 15:42:58 main:581] : INFO : Epoch 2041 | loss: 0.0311069 | val_loss: 0.031133 | Time: 1643.71 ms [2021-06-13 15:43:00 main:581] : INFO : Epoch 2042 | loss: 0.0311024 | val_loss: 0.0311326 | Time: 1617.86 ms [2021-06-13 15:43:01 main:581] : INFO : Epoch 2043 | loss: 0.0311005 | val_loss: 0.0311293 | Time: 1615.6 ms [2021-06-13 15:43:03 main:581] : INFO : Epoch 2044 | loss: 0.0370612 | val_loss: 0.0356713 | Time: 1630.69 ms [2021-06-13 15:43:05 main:581] : INFO : Epoch 2045 | loss: 0.0409497 | val_loss: 0.0353461 | Time: 1625.83 ms [2021-06-13 15:43:06 main:581] : INFO : Epoch 2046 | loss: 0.0323709 | val_loss: 0.0316224 | Time: 1628.37 ms [2021-06-13 15:43:08 main:581] : INFO : Epoch 2047 | loss: 0.0313765 | val_loss: 0.0312558 | Time: 1637.25 ms [2021-06-13 15:43:09 main:581] : INFO : Epoch 2048 | loss: 0.0312446 | val_loss: 0.031231 | Time: 1634.76 ms [2021-06-13 15:43:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031231 [2021-06-13 15:43:09 main:610] : INFO : Saving end state to config to file [2021-06-13 15:43:09 main:615] : INFO : Success, exiting.. 15:43:09 (155637): 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)