Task 3844493
| Name | ParityModified-1611091105-24456-3_0 |
| Workunit | 2012116 |
| Created | 25 Jan 2021, 10:25:57 UTC |
| Sent | 25 Jan 2021, 16:35:57 UTC |
| Report deadline | 1 Feb 2021, 16:35:57 UTC |
| Received | 25 Jan 2021, 22:54:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 11 min 39 sec |
| CPU time | 1 hours 10 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311038 | val_loss: 0.0311383 | Time: 2103.64 ms
[2021-01-25 23:11:02 main:574] : INFO : Epoch 1543 | loss: 0.0311018 | val_loss: 0.0311361 | Time: 2104.12 ms
[2021-01-25 23:11:04 main:574] : INFO : Epoch 1544 | loss: 0.031101 | val_loss: 0.0311379 | Time: 2100.22 ms
[2021-01-25 23:11:06 main:574] : INFO : Epoch 1545 | loss: 0.0311001 | val_loss: 0.0311399 | Time: 2102.05 ms
[2021-01-25 23:11:08 main:574] : INFO : Epoch 1546 | loss: 0.0310995 | val_loss: 0.0311389 | Time: 2101.17 ms
[2021-01-25 23:11:10 main:574] : INFO : Epoch 1547 | loss: 0.0311022 | val_loss: 0.0311455 | Time: 2097.13 ms
[2021-01-25 23:11:12 main:574] : INFO : Epoch 1548 | loss: 0.0310997 | val_loss: 0.0311369 | Time: 2103.67 ms
[2021-01-25 23:11:15 main:574] : INFO : Epoch 1549 | loss: 0.0310975 | val_loss: 0.0311409 | Time: 2122.74 ms
[2021-01-25 23:11:17 main:574] : INFO : Epoch 1550 | loss: 0.0310998 | val_loss: 0.0311406 | Time: 2108.53 ms
[2021-01-25 23:11:19 main:574] : INFO : Epoch 1551 | loss: 0.0311041 | val_loss: 0.0311438 | Time: 2101.78 ms
[2021-01-25 23:11:21 main:574] : INFO : Epoch 1552 | loss: 0.0311028 | val_loss: 0.0311464 | Time: 2101.02 ms
[2021-01-25 23:11:23 main:574] : INFO : Epoch 1553 | loss: 0.0311042 | val_loss: 0.031145 | Time: 2097.3 ms
[2021-01-25 23:11:25 main:574] : INFO : Epoch 1554 | loss: 0.0311027 | val_loss: 0.0311378 | Time: 2099.56 ms
[2021-01-25 23:11:27 main:574] : INFO : Epoch 1555 | loss: 0.0311017 | val_loss: 0.031144 | Time: 2099.44 ms
[2021-01-25 23:11:29 main:574] : INFO : Epoch 1556 | loss: 0.0311024 | val_loss: 0.0311367 | Time: 2092.25 ms
[2021-01-25 23:11:31 main:574] : INFO : Epoch 1557 | loss: 0.0310992 | val_loss: 0.0311371 | Time: 2125.82 ms
[2021-01-25 23:11:34 main:574] : INFO : Epoch 1558 | loss: 0.0310976 | val_loss: 0.0311408 | Time: 2110.73 ms
[2021-01-25 23:11:36 main:574] : INFO : Epoch 1559 | loss: 0.0310969 | val_loss: 0.0311466 | Time: 2096.89 ms
[2021-01-25 23:11:38 main:574] : INFO : Epoch 1560 | loss: 0.0310977 | val_loss: 0.0311403 | Time: 2098.1 ms
[2021-01-25 23:11:40 main:574] : INFO : Epoch 1561 | loss: 0.0310985 | val_loss: 0.0311473 | Time: 2110.15 ms
[2021-01-25 23:11:42 main:574] : INFO : Epoch 1562 | loss: 0.031096 | val_loss: 0.0311401 | Time: 2108.67 ms
[2021-01-25 23:11:44 main:574] : INFO : Epoch 1563 | loss: 0.0310999 | val_loss: 0.0311375 | Time: 2101.82 ms
[2021-01-25 23:11:46 main:574] : INFO : Epoch 1564 | loss: 0.0310988 | val_loss: 0.0311422 | Time: 2102.02 ms
[2021-01-25 23:11:48 main:574] : INFO : Epoch 1565 | loss: 0.0310989 | val_loss: 0.0311433 | Time: 2097.13 ms
[2021-01-25 23:11:51 main:574] : INFO : Epoch 1566 | loss: 0.0311068 | val_loss: 0.0311451 | Time: 2098.86 ms
[2021-01-25 23:11:53 main:574] : INFO : Epoch 1567 | loss: 0.0311154 | val_loss: 0.0311509 | Time: 2100.13 ms
[2021-01-25 23:11:55 main:574] : INFO : Epoch 1568 | loss: 0.0311162 | val_loss: 0.0311432 | Time: 2103.45 ms
[2021-01-25 23:11:57 main:574] : INFO : Epoch 1569 | loss: 0.0311144 | val_loss: 0.0311416 | Time: 2094.25 ms
[2021-01-25 23:11:59 main:574] : INFO : Epoch 1570 | loss: 0.031111 | val_loss: 0.0311436 | Time: 2101.32 ms
[2021-01-25 23:12:01 main:574] : INFO : Epoch 1571 | loss: 0.031112 | val_loss: 0.0311422 | Time: 2104.31 ms
[2021-01-25 23:12:03 main:574] : INFO : Epoch 1572 | loss: 0.0311109 | val_loss: 0.0311405 | Time: 2123.96 ms
[2021-01-25 23:12:05 main:574] : INFO : Epoch 1573 | loss: 0.0311072 | val_loss: 0.0311381 | Time: 2098.55 ms
[2021-01-25 23:12:07 main:574] : INFO : Epoch 1574 | loss: 0.0311064 | val_loss: 0.0311456 | Time: 2110.23 ms
[2021-01-25 23:12:10 main:574] : INFO : Epoch 1575 | loss: 0.0311075 | val_loss: 0.0311405 | Time: 2094.21 ms
[2021-01-25 23:12:12 main:574] : INFO : Epoch 1576 | loss: 0.0311066 | val_loss: 0.0311413 | Time: 2111.44 ms
[2021-01-25 23:12:14 main:574] : INFO : Epoch 1577 | loss: 0.0311056 | val_loss: 0.0311447 | Time: 2098.16 ms
[2021-01-25 23:12:16 main:574] : INFO : Epoch 1578 | loss: 0.0311062 | val_loss: 0.0311432 | Time: 2140.97 ms
[2021-01-25 23:12:18 main:574] : INFO : Epoch 1579 | loss: 0.0311106 | val_loss: 0.0311413 | Time: 2144.32 ms
[2021-01-25 23:12:20 main:574] : INFO : Epoch 1580 | loss: 0.0311089 | val_loss: 0.0311384 | Time: 2102.37 ms
[2021-01-25 23:12:22 main:574] : INFO : Epoch 1581 | loss: 0.0311097 | val_loss: 0.0311439 | Time: 2104.1 ms
[2021-01-25 23:12:24 main:574] : INFO : Epoch 1582 | loss: 0.0311041 | val_loss: 0.031141 | Time: 2108.48 ms
[2021-01-25 23:12:27 main:574] : INFO : Epoch 1583 | loss: 0.0311015 | val_loss: 0.0311414 | Time: 2099.54 ms
[2021-01-25 23:12:29 main:574] : INFO : Epoch 1584 | loss: 0.0311002 | val_loss: 0.0311418 | Time: 2101.2 ms
[2021-01-25 23:12:31 main:574] : INFO : Epoch 1585 | loss: 0.0310993 | val_loss: 0.0311467 | Time: 2103.79 ms
[2021-01-25 23:12:33 main:574] : INFO : Epoch 1586 | loss: 0.0310979 | val_loss: 0.0311426 | Time: 2098.93 ms
[2021-01-25 23:12:35 main:574] : INFO : Epoch 1587 | loss: 0.0310972 | val_loss: 0.0311442 | Time: 2099.11 ms
[2021-01-25 23:12:37 main:574] : INFO : Epoch 1588 | loss: 0.0310971 | val_loss: 0.0311494 | Time: 2097.5 ms
[2021-01-25 23:12:39 main:574] : INFO : Epoch 1589 | loss: 0.0310968 | val_loss: 0.0311472 | Time: 2105.51 ms
[2021-01-25 23:12:41 main:574] : INFO : Epoch 1590 | loss: 0.0310975 | val_loss: 0.0311497 | Time: 2098.87 ms
[2021-01-25 23:12:43 main:574] : INFO : Epoch 1591 | loss: 0.0310961 | val_loss: 0.0311396 | Time: 2096.22 ms
[2021-01-25 23:12:46 main:574] : INFO : Epoch 1592 | loss: 0.0311001 | val_loss: 0.0311417 | Time: 2097.73 ms
[2021-01-25 23:12:48 main:574] : INFO : Epoch 1593 | loss: 0.0311 | val_loss: 0.0311434 | Time: 2128.9 ms
[2021-01-25 23:12:50 main:574] : INFO : Epoch 1594 | loss: 0.0310987 | val_loss: 0.031146 | Time: 2104.36 ms
[2021-01-25 23:12:52 main:574] : INFO : Epoch 1595 | loss: 0.0310987 | val_loss: 0.0311434 | Time: 2105.84 ms
[2021-01-25 23:12:54 main:574] : INFO : Epoch 1596 | loss: 0.0311061 | val_loss: 0.0311389 | Time: 2099.99 ms
[2021-01-25 23:12:56 main:574] : INFO : Epoch 1597 | loss: 0.0311037 | val_loss: 0.031139 | Time: 2113.31 ms
[2021-01-25 23:12:58 main:574] : INFO : Epoch 1598 | loss: 0.0311001 | val_loss: 0.0311454 | Time: 2104.89 ms
[2021-01-25 23:13:00 main:574] : INFO : Epoch 1599 | loss: 0.0310999 | val_loss: 0.031138 | Time: 2103.08 ms
[2021-01-25 23:13:03 main:574] : INFO : Epoch 1600 | loss: 0.0310987 | val_loss: 0.0311394 | Time: 2101.91 ms
[2021-01-25 23:13:05 main:574] : INFO : Epoch 1601 | loss: 0.0311019 | val_loss: 0.0311428 | Time: 2097.13 ms
[2021-01-25 23:13:07 main:574] : INFO : Epoch 1602 | loss: 0.0311022 | val_loss: 0.0311429 | Time: 2105.27 ms
[2021-01-25 23:13:09 main:574] : INFO : Epoch 1603 | loss: 0.031102 | val_loss: 0.031143 | Time: 2101.65 ms
[2021-01-25 23:13:11 main:574] : INFO : Epoch 1604 | loss: 0.031099 | val_loss: 0.031144 | Time: 2105.13 ms
[2021-01-25 23:13:13 main:574] : INFO : Epoch 1605 | loss: 0.0310985 | val_loss: 0.0311507 | Time: 2100.68 ms
[2021-01-25 23:13:15 main:574] : INFO : Epoch 1606 | loss: 0.0310996 | val_loss: 0.0311437 | Time: 2127.56 ms
[2021-01-25 23:13:17 main:574] : INFO : Epoch 1607 | loss: 0.0310985 | val_loss: 0.031137 | Time: 2109.1 ms
[2021-01-25 23:13:19 main:574] : INFO : Epoch 1608 | loss: 0.0310962 | val_loss: 0.0311423 | Time: 2101.68 ms
[2021-01-25 23:13:22 main:574] : INFO : Epoch 1609 | loss: 0.0310964 | val_loss: 0.0311447 | Time: 2105.2 ms
[2021-01-25 23:13:24 main:574] : INFO : Epoch 1610 | loss: 0.0310981 | val_loss: 0.0311392 | Time: 2103.75 ms
[2021-01-25 23:13:26 main:574] : INFO : Epoch 1611 | loss: 0.0310961 | val_loss: 0.0311461 | Time: 2107.7 ms
[2021-01-25 23:13:28 main:574] : INFO : Epoch 1612 | loss: 0.0311047 | val_loss: 0.0311506 | Time: 2100.43 ms
[2021-01-25 23:13:30 main:574] : INFO : Epoch 1613 | loss: 0.0311032 | val_loss: 0.0311413 | Time: 2102.01 ms
[2021-01-25 23:13:32 main:574] : INFO : Epoch 1614 | loss: 0.0311009 | val_loss: 0.0311403 | Time: 2108.33 ms
[2021-01-25 23:13:34 main:574] : INFO : Epoch 1615 | loss: 0.0310984 | val_loss: 0.0311435 | Time: 2106.35 ms
[2021-01-25 23:13:36 main:574] : INFO : Epoch 1616 | loss: 0.0310969 | val_loss: 0.0311442 | Time: 2100.08 ms
[2021-01-25 23:13:38 main:574] : INFO : Epoch 1617 | loss: 0.0310957 | val_loss: 0.0311478 | Time: 2099.68 ms
[2021-01-25 23:13:41 main:574] : INFO : Epoch 1618 | loss: 0.0310986 | val_loss: 0.0311433 | Time: 2110.6 ms
[2021-01-25 23:13:43 main:574] : INFO : Epoch 1619 | loss: 0.0310967 | val_loss: 0.0311423 | Time: 2105.19 ms
[2021-01-25 23:13:45 main:574] : INFO : Epoch 1620 | loss: 0.0310974 | val_loss: 0.0311388 | Time: 2109.74 ms
[2021-01-25 23:13:47 main:574] : INFO : Epoch 1621 | loss: 0.0310941 | val_loss: 0.0311381 | Time: 2104.49 ms
[2021-01-25 23:13:49 main:574] : INFO : Epoch 1622 | loss: 0.0310925 | val_loss: 0.0311374 | Time: 2102.47 ms
[2021-01-25 23:13:51 main:574] : INFO : Epoch 1623 | loss: 0.0310914 | val_loss: 0.0311459 | Time: 2098.52 ms
[2021-01-25 23:13:53 main:574] : INFO : Epoch 1624 | loss: 0.0310936 | val_loss: 0.0311429 | Time: 2094.55 ms
[2021-01-25 23:13:55 main:574] : INFO : Epoch 1625 | loss: 0.0310913 | val_loss: 0.0311445 | Time: 2122.39 ms
[2021-01-25 23:13:58 main:574] : INFO : Epoch 1626 | loss: 0.031091 | val_loss: 0.0311405 | Time: 2100.83 ms
[2021-01-25 23:14:00 main:574] : INFO : Epoch 1627 | loss: 0.0310906 | val_loss: 0.0311422 | Time: 2096.36 ms
[2021-01-25 23:14:02 main:574] : INFO : Epoch 1628 | loss: 0.0310921 | val_loss: 0.031151 | Time: 2105.66 ms
[2021-01-25 23:14:04 main:574] : INFO : Epoch 1629 | loss: 0.0310925 | val_loss: 0.0311393 | Time: 2098 ms
[2021-01-25 23:14:06 main:574] : INFO : Epoch 1630 | loss: 0.0310907 | val_loss: 0.0311404 | Time: 2098.24 ms
[2021-01-25 23:14:08 main:574] : INFO : Epoch 1631 | loss: 0.031092 | val_loss: 0.0311465 | Time: 2095.6 ms
[2021-01-25 23:14:10 main:574] : INFO : Epoch 1632 | loss: 0.0310943 | val_loss: 0.0311468 | Time: 2096.16 ms
[2021-01-25 23:14:12 main:574] : INFO : Epoch 1633 | loss: 0.0310912 | val_loss: 0.0311456 | Time: 2097.32 ms
[2021-01-25 23:14:14 main:574] : INFO : Epoch 1634 | loss: 0.0310926 | val_loss: 0.0311497 | Time: 2106.21 ms
[2021-01-25 23:14:17 main:574] : INFO : Epoch 1635 | loss: 0.0311001 | val_loss: 0.0311462 | Time: 2164.15 ms
[2021-01-25 23:14:19 main:574] : INFO : Epoch 1636 | loss: 0.0310989 | val_loss: 0.0311454 | Time: 2131.71 ms
[2021-01-25 23:14:21 main:574] : INFO : Epoch 1637 | loss: 0.0310994 | val_loss: 0.0311484 | Time: 2099.95 ms
[2021-01-25 23:14:23 main:574] : INFO : Epoch 1638 | loss: 0.0310969 | val_loss: 0.0311445 | Time: 2102.13 ms
[2021-01-25 23:14:25 main:574] : INFO : Epoch 1639 | loss: 0.0310945 | val_loss: 0.0311424 | Time: 2096.77 ms
[2021-01-25 23:14:27 main:574] : INFO : Epoch 1640 | loss: 0.0310923 | val_loss: 0.0311541 | Time: 2096.81 ms
[2021-01-25 23:14:29 main:574] : INFO : Epoch 1641 | loss: 0.0310927 | val_loss: 0.0311447 | Time: 2103.63 ms
[2021-01-25 23:14:31 main:574] : INFO : Epoch 1642 | loss: 0.0310913 | val_loss: 0.0311372 | Time: 2100.6 ms
[2021-01-25 23:14:34 main:574] : INFO : Epoch 1643 | loss: 0.0310896 | val_loss: 0.0311439 | Time: 2099.28 ms
[2021-01-25 23:14:36 main:574] : INFO : Epoch 1644 | loss: 0.0310906 | val_loss: 0.0311433 | Time: 2104.1 ms
[2021-01-25 23:14:38 main:574] : INFO : Epoch 1645 | loss: 0.03109 | val_loss: 0.031145 | Time: 2105.65 ms
[2021-01-25 23:14:40 main:574] : INFO : Epoch 1646 | loss: 0.031092 | val_loss: 0.0311424 | Time: 2099.25 ms
[2021-01-25 23:14:42 main:574] : INFO : Epoch 1647 | loss: 0.031092 | val_loss: 0.0311464 | Time: 2100.3 ms
[2021-01-25 23:14:44 main:574] : INFO : Epoch 1648 | loss: 0.031093 | val_loss: 0.0311399 | Time: 2104.7 ms
[2021-01-25 23:14:46 main:574] : INFO : Epoch 1649 | loss: 0.0310888 | val_loss: 0.0311423 | Time: 2100.56 ms
[2021-01-25 23:14:48 main:574] : INFO : Epoch 1650 | loss: 0.0310893 | val_loss: 0.0311397 | Time: 2101.2 ms
[2021-01-25 23:14:50 main:574] : INFO : Epoch 1651 | loss: 0.0310902 | val_loss: 0.031141 | Time: 2094.11 ms
[2021-01-25 23:14:53 main:574] : INFO : Epoch 1652 | loss: 0.0310913 | val_loss: 0.0311357 | Time: 2093.78 ms
[2021-01-25 23:14:55 main:574] : INFO : Epoch 1653 | loss: 0.0310926 | val_loss: 0.0311377 | Time: 2106.27 ms
[2021-01-25 23:14:57 main:574] : INFO : Epoch 1654 | loss: 0.0310896 | val_loss: 0.0311403 | Time: 2100.02 ms
[2021-01-25 23:14:59 main:574] : INFO : Epoch 1655 | loss: 0.0310897 | val_loss: 0.0311377 | Time: 2105.79 ms
[2021-01-25 23:15:01 main:574] : INFO : Epoch 1656 | loss: 0.0310877 | val_loss: 0.0311372 | Time: 2104.2 ms
[2021-01-25 23:15:03 main:574] : INFO : Epoch 1657 | loss: 0.0310874 | val_loss: 0.0311438 | Time: 2106.26 ms
[2021-01-25 23:15:05 main:574] : INFO : Epoch 1658 | loss: 0.0310886 | val_loss: 0.0311479 | Time: 2117.27 ms
[2021-01-25 23:15:07 main:574] : INFO : Epoch 1659 | loss: 0.031087 | val_loss: 0.0311445 | Time: 2095.47 ms
[2021-01-25 23:15:09 main:574] : INFO : Epoch 1660 | loss: 0.0310885 | val_loss: 0.0311446 | Time: 2110.77 ms
[2021-01-25 23:15:12 main:574] : INFO : Epoch 1661 | loss: 0.0310871 | val_loss: 0.031148 | Time: 2125.22 ms
[2021-01-25 23:15:14 main:574] : INFO : Epoch 1662 | loss: 0.0311088 | val_loss: 0.0311439 | Time: 2119.32 ms
[2021-01-25 23:15:16 main:574] : INFO : Epoch 1663 | loss: 0.031121 | val_loss: 0.0311448 | Time: 2101.24 ms
[2021-01-25 23:15:18 main:574] : INFO : Epoch 1664 | loss: 0.0311208 | val_loss: 0.031149 | Time: 2092.23 ms
[2021-01-25 23:15:20 main:574] : INFO : Epoch 1665 | loss: 0.0311159 | val_loss: 0.0311429 | Time: 2098.5 ms
[2021-01-25 23:15:22 main:574] : INFO : Epoch 1666 | loss: 0.031111 | val_loss: 0.0311385 | Time: 2106.07 ms
[2021-01-25 23:15:24 main:574] : INFO : Epoch 1667 | loss: 0.0311102 | val_loss: 0.0311394 | Time: 2117.18 ms
[2021-01-25 23:15:26 main:574] : INFO : Epoch 1668 | loss: 0.0311089 | val_loss: 0.0311434 | Time: 2101.8 ms
[2021-01-25 23:15:29 main:574] : INFO : Epoch 1669 | loss: 0.0311075 | val_loss: 0.0311444 | Time: 2098.59 ms
[2021-01-25 23:15:31 main:574] : INFO : Epoch 1670 | loss: 0.0325902 | val_loss: 0.0318126 | Time: 2106.41 ms
[2021-01-25 23:15:33 main:574] : INFO : Epoch 1671 | loss: 0.0379344 | val_loss: 0.0359126 | Time: 2098.6 ms
[2021-01-25 23:15:35 main:574] : INFO : Epoch 1672 | loss: 0.033038 | val_loss: 0.0315621 | Time: 2097.88 ms
[2021-01-25 23:15:37 main:574] : INFO : Epoch 1673 | loss: 0.0314511 | val_loss: 0.0313366 | Time: 2114.97 ms
[2021-01-25 23:15:39 main:574] : INFO : Epoch 1674 | loss: 0.0312863 | val_loss: 0.0312587 | Time: 2097.31 ms
[2021-01-25 23:15:41 main:574] : INFO : Epoch 1675 | loss: 0.0312523 | val_loss: 0.0312466 | Time: 2102.44 ms
[2021-01-25 23:15:43 main:574] : INFO : Epoch 1676 | loss: 0.0312432 | val_loss: 0.0312415 | Time: 2099.5 ms
[2021-01-25 23:15:45 main:574] : INFO : Epoch 1677 | loss: 0.0312372 | val_loss: 0.031236 | Time: 2097.29 ms
[2021-01-25 23:15:48 main:574] : INFO : Epoch 1678 | loss: 0.0312305 | val_loss: 0.0312286 | Time: 2105.17 ms
[2021-01-25 23:15:50 main:574] : INFO : Epoch 1679 | loss: 0.0312215 | val_loss: 0.0312192 | Time: 2097.41 ms
[2021-01-25 23:15:52 main:574] : INFO : Epoch 1680 | loss: 0.031212 | val_loss: 0.0312093 | Time: 2095.23 ms
[2021-01-25 23:15:54 main:574] : INFO : Epoch 1681 | loss: 0.0312028 | val_loss: 0.0312004 | Time: 2100.9 ms
[2021-01-25 23:15:56 main:574] : INFO : Epoch 1682 | loss: 0.0311952 | val_loss: 0.0311919 | Time: 2114.71 ms
[2021-01-25 23:15:58 main:574] : INFO : Epoch 1683 | loss: 0.0311893 | val_loss: 0.0311853 | Time: 2098.12 ms
[2021-01-25 23:16:00 main:574] : INFO : Epoch 1684 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 2105.3 ms
[2021-01-25 23:16:02 main:574] : INFO : Epoch 1685 | loss: 0.0311785 | val_loss: 0.031176 | Time: 2099.57 ms
[2021-01-25 23:16:04 main:574] : INFO : Epoch 1686 | loss: 0.0311752 | val_loss: 0.0311746 | Time: 2103.55 ms
[2021-01-25 23:16:07 main:574] : INFO : Epoch 1687 | loss: 0.031173 | val_loss: 0.0311718 | Time: 2100.5 ms
[2021-01-25 23:16:09 main:574] : INFO : Epoch 1688 | loss: 0.0311703 | val_loss: 0.0311724 | Time: 2103.22 ms
[2021-01-25 23:16:11 main:574] : INFO : Epoch 1689 | loss: 0.0311689 | val_loss: 0.0311713 | Time: 2101.78 ms
[2021-01-25 23:16:13 main:574] : INFO : Epoch 1690 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 2097.95 ms
[2021-01-25 23:16:15 main:574] : INFO : Epoch 1691 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 2101.49 ms
[2021-01-25 23:16:17 main:574] : INFO : Epoch 1692 | loss: 0.0311711 | val_loss: 0.0311694 | Time: 2155.57 ms
[2021-01-25 23:16:19 main:574] : INFO : Epoch 1693 | loss: 0.0311704 | val_loss: 0.0311707 | Time: 2130.76 ms
[2021-01-25 23:16:21 main:574] : INFO : Epoch 1694 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 2102.45 ms
[2021-01-25 23:16:24 main:574] : INFO : Epoch 1695 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 2095.73 ms
[2021-01-25 23:16:26 main:574] : INFO : Epoch 1696 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2096.18 ms
[2021-01-25 23:16:28 main:574] : INFO : Epoch 1697 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 2105.46 ms
[2021-01-25 23:16:30 main:574] : INFO : Epoch 1698 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 2100.84 ms
[2021-01-25 23:16:32 main:574] : INFO : Epoch 1699 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 2106.66 ms
[2021-01-25 23:16:34 main:574] : INFO : Epoch 1700 | loss: 0.0311758 | val_loss: 0.0311741 | Time: 2096.81 ms
[2021-01-25 23:16:36 main:574] : INFO : Epoch 1701 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 2098.01 ms
[2021-01-25 23:16:38 main:574] : INFO : Epoch 1702 | loss: 0.0311699 | val_loss: 0.0311691 | Time: 2096.51 ms
[2021-01-25 23:16:40 main:574] : INFO : Epoch 1703 | loss: 0.0311669 | val_loss: 0.0311815 | Time: 2099.16 ms
[2021-01-25 23:16:43 main:574] : INFO : Epoch 1704 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 2102.47 ms
[2021-01-25 23:16:45 main:574] : INFO : Epoch 1705 | loss: 0.0311715 | val_loss: 0.0311688 | Time: 2100.93 ms
[2021-01-25 23:16:47 main:574] : INFO : Epoch 1706 | loss: 0.031172 | val_loss: 0.0311864 | Time: 2098.26 ms
[2021-01-25 23:16:49 main:574] : INFO : Epoch 1707 | loss: 0.031168 | val_loss: 0.0311733 | Time: 2094.75 ms
[2021-01-25 23:16:51 main:574] : INFO : Epoch 1708 | loss: 0.031167 | val_loss: 0.0311777 | Time: 2104.85 ms
[2021-01-25 23:16:53 main:574] : INFO : Epoch 1709 | loss: 0.0311661 | val_loss: 0.0311699 | Time: 2104.02 ms
[2021-01-25 23:16:55 main:574] : INFO : Epoch 1710 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 2099.76 ms
[2021-01-25 23:16:57 main:574] : INFO : Epoch 1711 | loss: 0.0311672 | val_loss: 0.0311684 | Time: 2097 ms
[2021-01-25 23:16:59 main:574] : INFO : Epoch 1712 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 2099.46 ms
[2021-01-25 23:17:02 main:574] : INFO : Epoch 1713 | loss: 0.0311649 | val_loss: 0.0311682 | Time: 2097.85 ms
[2021-01-25 23:17:04 main:574] : INFO : Epoch 1714 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 2094.97 ms
[2021-01-25 23:17:06 main:574] : INFO : Epoch 1715 | loss: 0.0311641 | val_loss: 0.0311554 | Time: 2103.28 ms
[2021-01-25 23:17:08 main:574] : INFO : Epoch 1716 | loss: 0.0311408 | val_loss: 0.0311462 | Time: 2100.17 ms
[2021-01-25 23:17:10 main:574] : INFO : Epoch 1717 | loss: 0.0311354 | val_loss: 0.031142 | Time: 2102.76 ms
[2021-01-25 23:17:12 main:574] : INFO : Epoch 1718 | loss: 0.0311379 | val_loss: 0.0311428 | Time: 2095.26 ms
[2021-01-25 23:17:14 main:574] : INFO : Epoch 1719 | loss: 0.0311321 | val_loss: 0.031145 | Time: 2095.64 ms
[2021-01-25 23:17:16 main:574] : INFO : Epoch 1720 | loss: 0.0311321 | val_loss: 0.0311435 | Time: 2098.62 ms
[2021-01-25 23:17:18 main:574] : INFO : Epoch 1721 | loss: 0.0311349 | val_loss: 0.0311381 | Time: 2103.62 ms
[2021-01-25 23:17:21 main:574] : INFO : Epoch 1722 | loss: 0.031132 | val_loss: 0.0311431 | Time: 2117.67 ms
[2021-01-25 23:17:23 main:574] : INFO : Epoch 1723 | loss: 0.0311306 | val_loss: 0.03115 | Time: 2100.19 ms
[2021-01-25 23:17:25 main:574] : INFO : Epoch 1724 | loss: 0.0311302 | val_loss: 0.031142 | Time: 2107.85 ms
[2021-01-25 23:17:27 main:574] : INFO : Epoch 1725 | loss: 0.0311288 | val_loss: 0.0311387 | Time: 2096.98 ms
[2021-01-25 23:17:29 main:574] : INFO : Epoch 1726 | loss: 0.0311358 | val_loss: 0.0311417 | Time: 2099.41 ms
[2021-01-25 23:17:31 main:574] : INFO : Epoch 1727 | loss: 0.0311268 | val_loss: 0.0311391 | Time: 2106.34 ms
[2021-01-25 23:17:33 main:574] : INFO : Epoch 1728 | loss: 0.0311284 | val_loss: 0.0311393 | Time: 2100.52 ms
[2021-01-25 23:17:35 main:574] : INFO : Epoch 1729 | loss: 0.0311277 | val_loss: 0.0311378 | Time: 2101.38 ms
[2021-01-25 23:17:37 main:574] : INFO : Epoch 1730 | loss: 0.0311266 | val_loss: 0.0311391 | Time: 2104.82 ms
[2021-01-25 23:17:40 main:574] : INFO : Epoch 1731 | loss: 0.0311257 | val_loss: 0.031139 | Time: 2097.08 ms
[2021-01-25 23:17:42 main:574] : INFO : Epoch 1732 | loss: 0.0311263 | val_loss: 0.0311395 | Time: 2099.76 ms
[2021-01-25 23:17:44 main:574] : INFO : Epoch 1733 | loss: 0.0311257 | val_loss: 0.0311463 | Time: 2104.06 ms
[2021-01-25 23:17:46 main:574] : INFO : Epoch 1734 | loss: 0.0311411 | val_loss: 0.0311399 | Time: 2105.16 ms
[2021-01-25 23:17:48 main:574] : INFO : Epoch 1735 | loss: 0.0311298 | val_loss: 0.0311419 | Time: 2091.82 ms
[2021-01-25 23:17:50 main:574] : INFO : Epoch 1736 | loss: 0.0311289 | val_loss: 0.0311401 | Time: 2098.8 ms
[2021-01-25 23:17:52 main:574] : INFO : Epoch 1737 | loss: 0.0311324 | val_loss: 0.0311381 | Time: 2104.97 ms
[2021-01-25 23:17:54 main:574] : INFO : Epoch 1738 | loss: 0.0311307 | val_loss: 0.031148 | Time: 2106.8 ms
[2021-01-25 23:17:56 main:574] : INFO : Epoch 1739 | loss: 0.0311281 | val_loss: 0.0311403 | Time: 2094.21 ms
[2021-01-25 23:17:59 main:574] : INFO : Epoch 1740 | loss: 0.0311266 | val_loss: 0.0311404 | Time: 2106.07 ms
[2021-01-25 23:18:01 main:574] : INFO : Epoch 1741 | loss: 0.0311263 | val_loss: 0.0311434 | Time: 2111.46 ms
[2021-01-25 23:18:03 main:574] : INFO : Epoch 1742 | loss: 0.0311267 | val_loss: 0.0311394 | Time: 2108.16 ms
[2021-01-25 23:18:05 main:574] : INFO : Epoch 1743 | loss: 0.0311266 | val_loss: 0.0311439 | Time: 2098.95 ms
[2021-01-25 23:18:07 main:574] : INFO : Epoch 1744 | loss: 0.0311269 | val_loss: 0.0311441 | Time: 2099.35 ms
[2021-01-25 23:18:09 main:574] : INFO : Epoch 1745 | loss: 0.0311266 | val_loss: 0.0311493 | Time: 2099.83 ms
[2021-01-25 23:18:11 main:574] : INFO : Epoch 1746 | loss: 0.0311255 | val_loss: 0.0311459 | Time: 2108.7 ms
[2021-01-25 23:18:13 main:574] : INFO : Epoch 1747 | loss: 0.0311257 | val_loss: 0.03114 | Time: 2100.17 ms
[2021-01-25 23:18:16 main:574] : INFO : Epoch 1748 | loss: 0.0311255 | val_loss: 0.0311415 | Time: 2138.14 ms
[2021-01-25 23:18:18 main:574] : INFO : Epoch 1749 | loss: 0.0311239 | val_loss: 0.0311496 | Time: 2148.5 ms
[2021-01-25 23:18:20 main:574] : INFO : Epoch 1750 | loss: 0.0311273 | val_loss: 0.0311541 | Time: 2112.65 ms
[2021-01-25 23:18:22 main:574] : INFO : Epoch 1751 | loss: 0.0311304 | val_loss: 0.031154 | Time: 2099.04 ms
[2021-01-25 23:18:24 main:574] : INFO : Epoch 1752 | loss: 0.0311349 | val_loss: 0.0311739 | Time: 2094.74 ms
[2021-01-25 23:18:26 main:574] : INFO : Epoch 1753 | loss: 0.0311366 | val_loss: 0.0311407 | Time: 2101.15 ms
[2021-01-25 23:18:28 main:574] : INFO : Epoch 1754 | loss: 0.0311305 | val_loss: 0.0311473 | Time: 2101.18 ms
[2021-01-25 23:18:30 main:574] : INFO : Epoch 1755 | loss: 0.0311335 | val_loss: 0.0311568 | Time: 2102.87 ms
[2021-01-25 23:18:32 main:574] : INFO : Epoch 1756 | loss: 0.0311303 | val_loss: 0.0311385 | Time: 2099.35 ms
[2021-01-25 23:18:35 main:574] : INFO : Epoch 1757 | loss: 0.0311252 | val_loss: 0.0311375 | Time: 2105.72 ms
[2021-01-25 23:18:37 main:574] : INFO : Epoch 1758 | loss: 0.0311223 | val_loss: 0.0311369 | Time: 2104.73 ms
[2021-01-25 23:18:39 main:574] : INFO : Epoch 1759 | loss: 0.0311283 | val_loss: 0.0311403 | Time: 2101.45 ms
[2021-01-25 23:18:41 main:574] : INFO : Epoch 1760 | loss: 0.0311234 | val_loss: 0.031138 | Time: 2098.78 ms
[2021-01-25 23:18:43 main:574] : INFO : Epoch 1761 | loss: 0.0311259 | val_loss: 0.0311372 | Time: 2103.52 ms
[2021-01-25 23:18:45 main:574] : INFO : Epoch 1762 | loss: 0.0311238 | val_loss: 0.0311427 | Time: 2101.47 ms
[2021-01-25 23:18:47 main:574] : INFO : Epoch 1763 | loss: 0.0311251 | val_loss: 0.0311381 | Time: 2101.22 ms
[2021-01-25 23:18:49 main:574] : INFO : Epoch 1764 | loss: 0.031124 | val_loss: 0.0311398 | Time: 2107.36 ms
[2021-01-25 23:18:52 main:574] : INFO : Epoch 1765 | loss: 0.0311232 | val_loss: 0.031139 | Time: 2099.24 ms
[2021-01-25 23:18:54 main:574] : INFO : Epoch 1766 | loss: 0.0311234 | val_loss: 0.031149 | Time: 2101.29 ms
[2021-01-25 23:18:56 main:574] : INFO : Epoch 1767 | loss: 0.0311264 | val_loss: 0.0311375 | Time: 2104.16 ms
[2021-01-25 23:18:58 main:574] : INFO : Epoch 1768 | loss: 0.0311313 | val_loss: 0.0311428 | Time: 2099.4 ms
[2021-01-25 23:19:00 main:574] : INFO : Epoch 1769 | loss: 0.0311272 | val_loss: 0.0311432 | Time: 2102.11 ms
[2021-01-25 23:19:02 main:574] : INFO : Epoch 1770 | loss: 0.0311236 | val_loss: 0.0311372 | Time: 2109.01 ms
[2021-01-25 23:19:04 main:574] : INFO : Epoch 1771 | loss: 0.0311276 | val_loss: 0.0311447 | Time: 2106.31 ms
[2021-01-25 23:19:06 main:574] : INFO : Epoch 1772 | loss: 0.0311243 | val_loss: 0.0311397 | Time: 2104.89 ms
[2021-01-25 23:19:08 main:574] : INFO : Epoch 1773 | loss: 0.0311249 | val_loss: 0.0311583 | Time: 2105.43 ms
[2021-01-25 23:19:11 main:574] : INFO : Epoch 1774 | loss: 0.0311272 | val_loss: 0.0311412 | Time: 2101.62 ms
[2021-01-25 23:19:13 main:574] : INFO : Epoch 1775 | loss: 0.0311306 | val_loss: 0.0311395 | Time: 2099.03 ms
[2021-01-25 23:19:15 main:574] : INFO : Epoch 1776 | loss: 0.0311259 | val_loss: 0.0311394 | Time: 2163.57 ms
[2021-01-25 23:19:17 main:574] : INFO : Epoch 1777 | loss: 0.0311228 | val_loss: 0.0311453 | Time: 2127.92 ms
[2021-01-25 23:19:19 main:574] : INFO : Epoch 1778 | loss: 0.0311254 | val_loss: 0.0311495 | Time: 2098.17 ms
[2021-01-25 23:19:21 main:574] : INFO : Epoch 1779 | loss: 0.0311242 | val_loss: 0.0311417 | Time: 2075.24 ms
[2021-01-25 23:19:23 main:574] : INFO : Epoch 1780 | loss: 0.0311233 | val_loss: 0.0311409 | Time: 2061.88 ms
[2021-01-25 23:19:25 main:574] : INFO : Epoch 1781 | loss: 0.0311228 | val_loss: 0.0311405 | Time: 2061.31 ms
[2021-01-25 23:19:27 main:574] : INFO : Epoch 1782 | loss: 0.031121 | val_loss: 0.0311381 | Time: 2057.63 ms
[2021-01-25 23:19:29 main:574] : INFO : Epoch 1783 | loss: 0.0311227 | val_loss: 0.0311382 | Time: 2058.13 ms
[2021-01-25 23:19:32 main:574] : INFO : Epoch 1784 | loss: 0.0311285 | val_loss: 0.0311427 | Time: 2062.13 ms
[2021-01-25 23:19:34 main:574] : INFO : Epoch 1785 | loss: 0.0311372 | val_loss: 0.0311463 | Time: 2058.14 ms
[2021-01-25 23:19:36 main:574] : INFO : Epoch 1786 | loss: 0.031133 | val_loss: 0.0311411 | Time: 2063 ms
[2021-01-25 23:19:38 main:574] : INFO : Epoch 1787 | loss: 0.0311283 | val_loss: 0.0311403 | Time: 2069.47 ms
[2021-01-25 23:19:40 main:574] : INFO : Epoch 1788 | loss: 0.0311259 | val_loss: 0.0311382 | Time: 2056.25 ms
[2021-01-25 23:19:42 main:574] : INFO : Epoch 1789 | loss: 0.0311292 | val_loss: 0.0311555 | Time: 2059.28 ms
[2021-01-25 23:19:44 main:574] : INFO : Epoch 1790 | loss: 0.031131 | val_loss: 0.0311391 | Time: 2062.76 ms
[2021-01-25 23:19:46 main:574] : INFO : Epoch 1791 | loss: 0.0311287 | val_loss: 0.0311401 | Time: 2064.18 ms
[2021-01-25 23:19:48 main:574] : INFO : Epoch 1792 | loss: 0.0311391 | val_loss: 0.0311599 | Time: 2059.41 ms
[2021-01-25 23:19:50 main:574] : INFO : Epoch 1793 | loss: 0.031159 | val_loss: 0.0311661 | Time: 2061.02 ms
[2021-01-25 23:19:52 main:574] : INFO : Epoch 1794 | loss: 0.0311568 | val_loss: 0.0311624 | Time: 2054.39 ms
[2021-01-25 23:19:54 main:574] : INFO : Epoch 1795 | loss: 0.0311561 | val_loss: 0.0311562 | Time: 2062.28 ms
[2021-01-25 23:19:56 main:574] : INFO : Epoch 1796 | loss: 0.0311489 | val_loss: 0.0311565 | Time: 2060.08 ms
[2021-01-25 23:19:59 main:574] : INFO : Epoch 1797 | loss: 0.0311452 | val_loss: 0.0311526 | Time: 2065.34 ms
[2021-01-25 23:20:01 main:574] : INFO : Epoch 1798 | loss: 0.0311432 | val_loss: 0.0311485 | Time: 2060.82 ms
[2021-01-25 23:20:03 main:574] : INFO : Epoch 1799 | loss: 0.0311406 | val_loss: 0.0311515 | Time: 2059.09 ms
[2021-01-25 23:20:05 main:574] : INFO : Epoch 1800 | loss: 0.0311425 | val_loss: 0.0311443 | Time: 2060.02 ms
[2021-01-25 23:20:07 main:574] : INFO : Epoch 1801 | loss: 0.0311403 | val_loss: 0.0311557 | Time: 2053.44 ms
[2021-01-25 23:20:09 main:574] : INFO : Epoch 1802 | loss: 0.0311404 | val_loss: 0.0311418 | Time: 2054.83 ms
[2021-01-25 23:20:11 main:574] : INFO : Epoch 1803 | loss: 0.0311337 | val_loss: 0.031141 | Time: 2056.17 ms
[2021-01-25 23:20:13 main:574] : INFO : Epoch 1804 | loss: 0.0311326 | val_loss: 0.0311407 | Time: 2062.17 ms
[2021-01-25 23:20:15 main:574] : INFO : Epoch 1805 | loss: 0.0311313 | val_loss: 0.0311395 | Time: 2077.36 ms
[2021-01-25 23:20:17 main:574] : INFO : Epoch 1806 | loss: 0.0311326 | val_loss: 0.0311439 | Time: 2090.85 ms
[2021-01-25 23:20:19 main:574] : INFO : Epoch 1807 | loss: 0.0311332 | val_loss: 0.0311415 | Time: 2071.88 ms
[2021-01-25 23:20:21 main:574] : INFO : Epoch 1808 | loss: 0.0311373 | val_loss: 0.0311442 | Time: 2061.12 ms
[2021-01-25 23:20:23 main:574] : INFO : Epoch 1809 | loss: 0.0311315 | val_loss: 0.0311436 | Time: 2061.22 ms
[2021-01-25 23:20:26 main:574] : INFO : Epoch 1810 | loss: 0.0311389 | val_loss: 0.0311481 | Time: 2061.45 ms
[2021-01-25 23:20:28 main:574] : INFO : Epoch 1811 | loss: 0.031143 | val_loss: 0.0311476 | Time: 2062.21 ms
[2021-01-25 23:20:30 main:574] : INFO : Epoch 1812 | loss: 0.0311412 | val_loss: 0.0311449 | Time: 2060.25 ms
[2021-01-25 23:20:32 main:574] : INFO : Epoch 1813 | loss: 0.0311401 | val_loss: 0.031148 | Time: 2062.96 ms
[2021-01-25 23:20:34 main:574] : INFO : Epoch 1814 | loss: 0.0311384 | val_loss: 0.0311465 | Time: 2058.35 ms
[2021-01-25 23:20:36 main:574] : INFO : Epoch 1815 | loss: 0.0311342 | val_loss: 0.0311436 | Time: 2061.88 ms
[2021-01-25 23:20:38 main:574] : INFO : Epoch 1816 | loss: 0.0311331 | val_loss: 0.0311446 | Time: 2059.42 ms
[2021-01-25 23:20:40 main:574] : INFO : Epoch 1817 | loss: 0.0311349 | val_loss: 0.0311459 | Time: 2065.27 ms
[2021-01-25 23:20:42 main:574] : INFO : Epoch 1818 | loss: 0.0311347 | val_loss: 0.0311456 | Time: 2054.28 ms
[2021-01-25 23:20:44 main:574] : INFO : Epoch 1819 | loss: 0.0311333 | val_loss: 0.0311493 | Time: 2055.38 ms
[2021-01-25 23:20:46 main:574] : INFO : Epoch 1820 | loss: 0.0311301 | val_loss: 0.0311419 | Time: 2053.64 ms
[2021-01-25 23:20:48 main:574] : INFO : Epoch 1821 | loss: 0.0311277 | val_loss: 0.0311413 | Time: 2058.74 ms
[2021-01-25 23:20:50 main:574] : INFO : Epoch 1822 | loss: 0.0311264 | val_loss: 0.0311395 | Time: 2064.09 ms
[2021-01-25 23:20:52 main:574] : INFO : Epoch 1823 | loss: 0.0311258 | val_loss: 0.0311398 | Time: 2062.07 ms
[2021-01-25 23:20:55 main:574] : INFO : Epoch 1824 | loss: 0.031125 | val_loss: 0.0311452 | Time: 2059.77 ms
[2021-01-25 23:20:57 main:574] : INFO : Epoch 1825 | loss: 0.031125 | val_loss: 0.0311382 | Time: 2061.53 ms
[2021-01-25 23:20:59 main:574] : INFO : Epoch 1826 | loss: 0.0311229 | val_loss: 0.0311362 | Time: 2059.44 ms
[2021-01-25 23:21:01 main:574] : INFO : Epoch 1827 | loss: 0.0311247 | val_loss: 0.0311402 | Time: 2058.67 ms
[2021-01-25 23:21:03 main:574] : INFO : Epoch 1828 | loss: 0.0311241 | val_loss: 0.031137 | Time: 2064.37 ms
[2021-01-25 23:21:05 main:574] : INFO : Epoch 1829 | loss: 0.0311232 | val_loss: 0.0311439 | Time: 2054.17 ms
[2021-01-25 23:21:07 main:574] : INFO : Epoch 1830 | loss: 0.0311225 | val_loss: 0.0311403 | Time: 2056.03 ms
[2021-01-25 23:21:09 main:574] : INFO : Epoch 1831 | loss: 0.0311233 | val_loss: 0.0311456 | Time: 2060.48 ms
[2021-01-25 23:21:11 main:574] : INFO : Epoch 1832 | loss: 0.0311233 | val_loss: 0.0311377 | Time: 2063.41 ms
[2021-01-25 23:21:13 main:574] : INFO : Epoch 1833 | loss: 0.0311206 | val_loss: 0.0311378 | Time: 2058.29 ms
[2021-01-25 23:21:15 main:574] : INFO : Epoch 1834 | loss: 0.0311234 | val_loss: 0.0311355 | Time: 2079.43 ms
[2021-01-25 23:21:17 main:574] : INFO : Epoch 1835 | loss: 0.0311226 | val_loss: 0.0311425 | Time: 2056.22 ms
[2021-01-25 23:21:19 main:574] : INFO : Epoch 1836 | loss: 0.031123 | val_loss: 0.0311392 | Time: 2061.67 ms
[2021-01-25 23:21:21 main:574] : INFO : Epoch 1837 | loss: 0.0311197 | val_loss: 0.031135 | Time: 2060.16 ms
[2021-01-25 23:21:24 main:574] : INFO : Epoch 1838 | loss: 0.0311212 | val_loss: 0.0311381 | Time: 2054.5 ms
[2021-01-25 23:21:26 main:574] : INFO : Epoch 1839 | loss: 0.0311227 | val_loss: 0.0311352 | Time: 2057.3 ms
[2021-01-25 23:21:28 main:574] : INFO : Epoch 1840 | loss: 0.0311207 | val_loss: 0.031136 | Time: 2059.16 ms
[2021-01-25 23:21:30 main:574] : INFO : Epoch 1841 | loss: 0.0311188 | val_loss: 0.031134 | Time: 2061.01 ms
[2021-01-25 23:21:32 main:574] : INFO : Epoch 1842 | loss: 0.0311175 | val_loss: 0.0311344 | Time: 2054.49 ms
[2021-01-25 23:21:34 main:574] : INFO : Epoch 1843 | loss: 0.0311164 | val_loss: 0.0311345 | Time: 2058.52 ms
[2021-01-25 23:21:36 main:574] : INFO : Epoch 1844 | loss: 0.0311203 | val_loss: 0.031135 | Time: 2059.23 ms
[2021-01-25 23:21:38 main:574] : INFO : Epoch 1845 | loss: 0.0311164 | val_loss: 0.031136 | Time: 2053.19 ms
[2021-01-25 23:21:40 main:574] : INFO : Epoch 1846 | loss: 0.0311242 | val_loss: 0.0311346 | Time: 2053.58 ms
[2021-01-25 23:21:42 main:574] : INFO : Epoch 1847 | loss: 0.0311238 | val_loss: 0.0311409 | Time: 2063.56 ms
[2021-01-25 23:21:44 main:574] : INFO : Epoch 1848 | loss: 0.0311156 | val_loss: 0.0311333 | Time: 2057.66 ms
[2021-01-25 23:21:46 main:574] : INFO : Epoch 1849 | loss: 0.0311149 | val_loss: 0.0311334 | Time: 2060.32 ms
[2021-01-25 23:21:48 main:574] : INFO : Epoch 1850 | loss: 0.0311149 | val_loss: 0.0311393 | Time: 2055.63 ms
[2021-01-25 23:21:50 main:574] : INFO : Epoch 1851 | loss: 0.0311159 | val_loss: 0.031134 | Time: 2061.83 ms
[2021-01-25 23:21:53 main:574] : INFO : Epoch 1852 | loss: 0.0311167 | val_loss: 0.0311325 | Time: 2073.89 ms
[2021-01-25 23:21:55 main:574] : INFO : Epoch 1853 | loss: 0.0311152 | val_loss: 0.0311348 | Time: 2063.7 ms
[2021-01-25 23:21:57 main:574] : INFO : Epoch 1854 | loss: 0.0311158 | val_loss: 0.0311345 | Time: 2058.83 ms
[2021-01-25 23:21:59 main:574] : INFO : Epoch 1855 | loss: 0.0311174 | val_loss: 0.0311322 | Time: 2059.95 ms
[2021-01-25 23:22:01 main:574] : INFO : Epoch 1856 | loss: 0.0311183 | val_loss: 0.0311445 | Time: 2061.05 ms
[2021-01-25 23:22:03 main:574] : INFO : Epoch 1857 | loss: 0.031123 | val_loss: 0.0311368 | Time: 2056.24 ms
[2021-01-25 23:22:05 main:574] : INFO : Epoch 1858 | loss: 0.0311269 | val_loss: 0.0311366 | Time: 2060.09 ms
[2021-01-25 23:22:07 main:574] : INFO : Epoch 1859 | loss: 0.0311273 | val_loss: 0.0311386 | Time: 2059.47 ms
[2021-01-25 23:22:09 main:574] : INFO : Epoch 1860 | loss: 0.0311235 | val_loss: 0.0311307 | Time: 2062.95 ms
[2021-01-25 23:22:11 main:574] : INFO : Epoch 1861 | loss: 0.0311197 | val_loss: 0.0311342 | Time: 2057.98 ms
[2021-01-25 23:22:13 main:574] : INFO : Epoch 1862 | loss: 0.0311245 | val_loss: 0.0311374 | Time: 2050.26 ms
[2021-01-25 23:22:15 main:574] : INFO : Epoch 1863 | loss: 0.0311192 | val_loss: 0.0311386 | Time: 2073.65 ms
[2021-01-25 23:22:17 main:574] : INFO : Epoch 1864 | loss: 0.0311219 | val_loss: 0.0311376 | Time: 2112.15 ms
[2021-01-25 23:22:20 main:574] : INFO : Epoch 1865 | loss: 0.0311249 | val_loss: 0.0311344 | Time: 2068.46 ms
[2021-01-25 23:22:22 main:574] : INFO : Epoch 1866 | loss: 0.0311197 | val_loss: 0.0311322 | Time: 2053.06 ms
[2021-01-25 23:22:24 main:574] : INFO : Epoch 1867 | loss: 0.0311182 | val_loss: 0.0311304 | Time: 2052.86 ms
[2021-01-25 23:22:26 main:574] : INFO : Epoch 1868 | loss: 0.0311169 | val_loss: 0.0311299 | Time: 2056.92 ms
[2021-01-25 23:22:28 main:574] : INFO : Epoch 1869 | loss: 0.0311178 | val_loss: 0.0311405 | Time: 2060.53 ms
[2021-01-25 23:22:30 main:574] : INFO : Epoch 1870 | loss: 0.0311168 | val_loss: 0.0311347 | Time: 2057.99 ms
[2021-01-25 23:22:32 main:574] : INFO : Epoch 1871 | loss: 0.0311167 | val_loss: 0.0311347 | Time: 2058.12 ms
[2021-01-25 23:22:34 main:574] : INFO : Epoch 1872 | loss: 0.0311205 | val_loss: 0.0311359 | Time: 2062.98 ms
[2021-01-25 23:22:36 main:574] : INFO : Epoch 1873 | loss: 0.0311163 | val_loss: 0.0311398 | Time: 2060.64 ms
[2021-01-25 23:22:38 main:574] : INFO : Epoch 1874 | loss: 0.03112 | val_loss: 0.0311338 | Time: 2057.7 ms
[2021-01-25 23:22:40 main:574] : INFO : Epoch 1875 | loss: 0.0311143 | val_loss: 0.0311347 | Time: 2059.98 ms
[2021-01-25 23:22:42 main:574] : INFO : Epoch 1876 | loss: 0.031117 | val_loss: 0.0311397 | Time: 2055.96 ms
[2021-01-25 23:22:44 main:574] : INFO : Epoch 1877 | loss: 0.0311169 | val_loss: 0.0311389 | Time: 2055.34 ms
[2021-01-25 23:22:46 main:574] : INFO : Epoch 1878 | loss: 0.0311127 | val_loss: 0.0311356 | Time: 2064.01 ms
[2021-01-25 23:22:48 main:574] : INFO : Epoch 1879 | loss: 0.0311148 | val_loss: 0.0311312 | Time: 2058.37 ms
[2021-01-25 23:22:51 main:574] : INFO : Epoch 1880 | loss: 0.0311129 | val_loss: 0.0311341 | Time: 2063.74 ms
[2021-01-25 23:22:53 main:574] : INFO : Epoch 1881 | loss: 0.0311163 | val_loss: 0.0311318 | Time: 2053.69 ms
[2021-01-25 23:22:55 main:574] : INFO : Epoch 1882 | loss: 0.0311165 | val_loss: 0.031135 | Time: 2052.62 ms
[2021-01-25 23:22:57 main:574] : INFO : Epoch 1883 | loss: 0.0311155 | val_loss: 0.0311341 | Time: 2054.69 ms
[2021-01-25 23:22:59 main:574] : INFO : Epoch 1884 | loss: 0.0311172 | val_loss: 0.0311319 | Time: 2062.84 ms
[2021-01-25 23:23:01 main:574] : INFO : Epoch 1885 | loss: 0.0311177 | val_loss: 0.0311364 | Time: 2061.04 ms
[2021-01-25 23:23:03 main:574] : INFO : Epoch 1886 | loss: 0.0311148 | val_loss: 0.0311338 | Time: 2058.22 ms
[2021-01-25 23:23:05 main:574] : INFO : Epoch 1887 | loss: 0.0311177 | val_loss: 0.031133 | Time: 2064.64 ms
[2021-01-25 23:23:07 main:574] : INFO : Epoch 1888 | loss: 0.0311286 | val_loss: 0.0311404 | Time: 2058.57 ms
[2021-01-25 23:23:09 main:574] : INFO : Epoch 1889 | loss: 0.0311201 | val_loss: 0.0311368 | Time: 2055.5 ms
[2021-01-25 23:23:11 main:574] : INFO : Epoch 1890 | loss: 0.0311149 | val_loss: 0.0311361 | Time: 2056.79 ms
[2021-01-25 23:23:13 main:574] : INFO : Epoch 1891 | loss: 0.0311183 | val_loss: 0.031134 | Time: 2057.31 ms
[2021-01-25 23:23:15 main:574] : INFO : Epoch 1892 | loss: 0.0311153 | val_loss: 0.0311356 | Time: 2059.89 ms
[2021-01-25 23:23:17 main:574] : INFO : Epoch 1893 | loss: 0.0311208 | val_loss: 0.031139 | Time: 2056.43 ms
[2021-01-25 23:23:20 main:574] : INFO : Epoch 1894 | loss: 0.031116 | val_loss: 0.0311336 | Time: 2055.5 ms
[2021-01-25 23:23:22 main:574] : INFO : Epoch 1895 | loss: 0.031114 | val_loss: 0.0311306 | Time: 2057.28 ms
[2021-01-25 23:23:24 main:574] : INFO : Epoch 1896 | loss: 0.0311122 | val_loss: 0.0311326 | Time: 2062.34 ms
[2021-01-25 23:23:26 main:574] : INFO : Epoch 1897 | loss: 0.0311129 | val_loss: 0.0311314 | Time: 2054.28 ms
[2021-01-25 23:23:28 main:574] : INFO : Epoch 1898 | loss: 0.0311107 | val_loss: 0.0311329 | Time: 2058.78 ms
[2021-01-25 23:23:30 main:574] : INFO : Epoch 1899 | loss: 0.0311111 | val_loss: 0.0311331 | Time: 2060.42 ms
[2021-01-25 23:23:32 main:574] : INFO : Epoch 1900 | loss: 0.0311104 | val_loss: 0.0311335 | Time: 2061.18 ms
[2021-01-25 23:23:34 main:574] : INFO : Epoch 1901 | loss: 0.0311118 | val_loss: 0.0311297 | Time: 2063.48 ms
[2021-01-25 23:23:36 main:574] : INFO : Epoch 1902 | loss: 0.0311138 | val_loss: 0.0311344 | Time: 2059.77 ms
[2021-01-25 23:23:38 main:574] : INFO : Epoch 1903 | loss: 0.0311087 | val_loss: 0.0311391 | Time: 2059.92 ms
[2021-01-25 23:23:40 main:574] : INFO : Epoch 1904 | loss: 0.0311109 | val_loss: 0.0311414 | Time: 2058 ms
[2021-01-25 23:23:42 main:574] : INFO : Epoch 1905 | loss: 0.0311101 | val_loss: 0.0311402 | Time: 2071.81 ms
[2021-01-25 23:23:44 main:574] : INFO : Epoch 1906 | loss: 0.0311165 | val_loss: 0.0311461 | Time: 2059.46 ms
[2021-01-25 23:23:46 main:574] : INFO : Epoch 1907 | loss: 0.0311113 | val_loss: 0.0311359 | Time: 2059.41 ms
[2021-01-25 23:23:49 main:574] : INFO : Epoch 1908 | loss: 0.0311095 | val_loss: 0.0311336 | Time: 2059.15 ms
[2021-01-25 23:23:51 main:574] : INFO : Epoch 1909 | loss: 0.0311079 | val_loss: 0.0311341 | Time: 2054.82 ms
[2021-01-25 23:23:53 main:574] : INFO : Epoch 1910 | loss: 0.0311119 | val_loss: 0.0311418 | Time: 2065.23 ms
[2021-01-25 23:23:55 main:574] : INFO : Epoch 1911 | loss: 0.0311145 | val_loss: 0.0311416 | Time: 2056.58 ms
[2021-01-25 23:23:57 main:574] : INFO : Epoch 1912 | loss: 0.0311147 | val_loss: 0.0311551 | Time: 2060.26 ms
[2021-01-25 23:23:59 main:574] : INFO : Epoch 1913 | loss: 0.031113 | val_loss: 0.0311326 | Time: 2049.96 ms
[2021-01-25 23:24:01 main:574] : INFO : Epoch 1914 | loss: 0.0311072 | val_loss: 0.0311337 | Time: 2063.92 ms
[2021-01-25 23:24:03 main:574] : INFO : Epoch 1915 | loss: 0.0311105 | val_loss: 0.0311361 | Time: 2061.88 ms
[2021-01-25 23:24:05 main:574] : INFO : Epoch 1916 | loss: 0.0311129 | val_loss: 0.0311432 | Time: 2054.87 ms
[2021-01-25 23:24:07 main:574] : INFO : Epoch 1917 | loss: 0.0311095 | val_loss: 0.0311332 | Time: 2074.1 ms
[2021-01-25 23:24:09 main:574] : INFO : Epoch 1918 | loss: 0.0311069 | val_loss: 0.0311421 | Time: 2062.31 ms
[2021-01-25 23:24:11 main:574] : INFO : Epoch 1919 | loss: 0.0311073 | val_loss: 0.0311326 | Time: 2056.79 ms
[2021-01-25 23:24:13 main:574] : INFO : Epoch 1920 | loss: 0.0311085 | val_loss: 0.0311469 | Time: 2056.92 ms
[2021-01-25 23:24:15 main:574] : INFO : Epoch 1921 | loss: 0.0311135 | val_loss: 0.0311312 | Time: 2072.92 ms
[2021-01-25 23:24:18 main:574] : INFO : Epoch 1922 | loss: 0.0311162 | val_loss: 0.0311316 | Time: 2090.11 ms
[2021-01-25 23:24:20 main:574] : INFO : Epoch 1923 | loss: 0.0311136 | val_loss: 0.0311387 | Time: 2061.37 ms
[2021-01-25 23:24:22 main:574] : INFO : Epoch 1924 | loss: 0.031112 | val_loss: 0.0311357 | Time: 2051.18 ms
[2021-01-25 23:24:24 main:574] : INFO : Epoch 1925 | loss: 0.0311111 | val_loss: 0.0311311 | Time: 2059.31 ms
[2021-01-25 23:24:26 main:574] : INFO : Epoch 1926 | loss: 0.0311102 | val_loss: 0.0311313 | Time: 2057.48 ms
[2021-01-25 23:24:28 main:574] : INFO : Epoch 1927 | loss: 0.0311095 | val_loss: 0.0311342 | Time: 2056.62 ms
[2021-01-25 23:24:30 main:574] : INFO : Epoch 1928 | loss: 0.0311138 | val_loss: 0.031139 | Time: 2054.85 ms
[2021-01-25 23:24:32 main:574] : INFO : Epoch 1929 | loss: 0.0311191 | val_loss: 0.0311581 | Time: 2067.27 ms
[2021-01-25 23:24:34 main:574] : INFO : Epoch 1930 | loss: 0.0311389 | val_loss: 0.0311438 | Time: 2056.71 ms
[2021-01-25 23:24:36 main:574] : INFO : Epoch 1931 | loss: 0.0311298 | val_loss: 0.0311392 | Time: 2050.27 ms
[2021-01-25 23:24:38 main:574] : INFO : Epoch 1932 | loss: 0.0311259 | val_loss: 0.0311417 | Time: 2055.07 ms
[2021-01-25 23:24:40 main:574] : INFO : Epoch 1933 | loss: 0.0311252 | val_loss: 0.0311411 | Time: 2060.89 ms
[2021-01-25 23:24:42 main:574] : INFO : Epoch 1934 | loss: 0.0311276 | val_loss: 0.0311396 | Time: 2060.75 ms
[2021-01-25 23:24:44 main:574] : INFO : Epoch 1935 | loss: 0.0311218 | val_loss: 0.0311369 | Time: 2058.09 ms
[2021-01-25 23:24:47 main:574] : INFO : Epoch 1936 | loss: 0.0311166 | val_loss: 0.0311361 | Time: 2061.18 ms
[2021-01-25 23:24:49 main:574] : INFO : Epoch 1937 | loss: 0.0311162 | val_loss: 0.031137 | Time: 2061.69 ms
[2021-01-25 23:24:51 main:574] : INFO : Epoch 1938 | loss: 0.0311167 | val_loss: 0.031137 | Time: 2060.98 ms
[2021-01-25 23:24:53 main:574] : INFO : Epoch 1939 | loss: 0.031116 | val_loss: 0.0311351 | Time: 2058.93 ms
[2021-01-25 23:24:55 main:574] : INFO : Epoch 1940 | loss: 0.0311166 | val_loss: 0.0311425 | Time: 2055.63 ms
[2021-01-25 23:24:57 main:574] : INFO : Epoch 1941 | loss: 0.0311168 | val_loss: 0.0311345 | Time: 2056.56 ms
[2021-01-25 23:24:59 main:574] : INFO : Epoch 1942 | loss: 0.0311135 | val_loss: 0.0311382 | Time: 2058.88 ms
[2021-01-25 23:25:01 main:574] : INFO : Epoch 1943 | loss: 0.0311152 | val_loss: 0.0311376 | Time: 2053.05 ms
[2021-01-25 23:25:03 main:574] : INFO : Epoch 1944 | loss: 0.031115 | val_loss: 0.0311341 | Time: 2082.38 ms
[2021-01-25 23:25:05 main:574] : INFO : Epoch 1945 | loss: 0.0311151 | val_loss: 0.0311376 | Time: 2053.92 ms
[2021-01-25 23:25:07 main:574] : INFO : Epoch 1946 | loss: 0.0311201 | val_loss: 0.0311397 | Time: 2062.07 ms
[2021-01-25 23:25:09 main:574] : INFO : Epoch 1947 | loss: 0.0311202 | val_loss: 0.0311374 | Time: 2053.82 ms
[2021-01-25 23:25:11 main:574] : INFO : Epoch 1948 | loss: 0.0311207 | val_loss: 0.0311414 | Time: 2052.76 ms
[2021-01-25 23:25:13 main:574] : INFO : Epoch 1949 | loss: 0.0311187 | val_loss: 0.0311422 | Time: 2061.57 ms
[2021-01-25 23:25:16 main:574] : INFO : Epoch 1950 | loss: 0.0311194 | val_loss: 0.0311389 | Time: 2060.7 ms
[2021-01-25 23:25:18 main:574] : INFO : Epoch 1951 | loss: 0.0311243 | val_loss: 0.0311409 | Time: 2061.21 ms
[2021-01-25 23:25:20 main:574] : INFO : Epoch 1952 | loss: 0.0311272 | val_loss: 0.0311435 | Time: 2050.6 ms
[2021-01-25 23:25:22 main:574] : INFO : Epoch 1953 | loss: 0.0311301 | val_loss: 0.0311383 | Time: 2063.9 ms
[2021-01-25 23:25:24 main:574] : INFO : Epoch 1954 | loss: 0.0311237 | val_loss: 0.0311364 | Time: 2056.18 ms
[2021-01-25 23:25:26 main:574] : INFO : Epoch 1955 | loss: 0.0311215 | val_loss: 0.0311392 | Time: 2059.6 ms
[2021-01-25 23:25:28 main:574] : INFO : Epoch 1956 | loss: 0.0311217 | val_loss: 0.0311529 | Time: 2060.94 ms
[2021-01-25 23:25:30 main:574] : INFO : Epoch 1957 | loss: 0.0311235 | val_loss: 0.0311459 | Time: 2062.99 ms
[2021-01-25 23:25:32 main:574] : INFO : Epoch 1958 | loss: 0.0311252 | val_loss: 0.0311403 | Time: 2058.01 ms
[2021-01-25 23:25:34 main:574] : INFO : Epoch 1959 | loss: 0.0311376 | val_loss: 0.0311423 | Time: 2061.25 ms
[2021-01-25 23:25:36 main:574] : INFO : Epoch 1960 | loss: 0.0311426 | val_loss: 0.0311479 | Time: 2066.37 ms
[2021-01-25 23:25:38 main:574] : INFO : Epoch 1961 | loss: 0.0311418 | val_loss: 0.0311489 | Time: 2058.54 ms
[2021-01-25 23:25:40 main:574] : INFO : Epoch 1962 | loss: 0.0311439 | val_loss: 0.0311561 | Time: 2057.51 ms
[2021-01-25 23:25:42 main:574] : INFO : Epoch 1963 | loss: 0.0311419 | val_loss: 0.0311491 | Time: 2061.38 ms
[2021-01-25 23:25:45 main:574] : INFO : Epoch 1964 | loss: 0.0311371 | val_loss: 0.0311435 | Time: 2052.02 ms
[2021-01-25 23:25:47 main:574] : INFO : Epoch 1965 | loss: 0.0311341 | val_loss: 0.031142 | Time: 2060.19 ms
[2021-01-25 23:25:49 main:574] : INFO : Epoch 1966 | loss: 0.0311331 | val_loss: 0.0311404 | Time: 2054.9 ms
[2021-01-25 23:25:51 main:574] : INFO : Epoch 1967 | loss: 0.0311303 | val_loss: 0.0311429 | Time: 2060.51 ms
[2021-01-25 23:25:53 main:574] : INFO : Epoch 1968 | loss: 0.031132 | val_loss: 0.0311395 | Time: 2053.08 ms
[2021-01-25 23:25:55 main:574] : INFO : Epoch 1969 | loss: 0.0311327 | val_loss: 0.031143 | Time: 2072.4 ms
[2021-01-25 23:25:57 main:574] : INFO : Epoch 1970 | loss: 0.031129 | val_loss: 0.0311404 | Time: 2056.42 ms
[2021-01-25 23:25:59 main:574] : INFO : Epoch 1971 | loss: 0.0311285 | val_loss: 0.0311435 | Time: 2058.2 ms
[2021-01-25 23:26:01 main:574] : INFO : Epoch 1972 | loss: 0.0311262 | val_loss: 0.0311534 | Time: 2057.06 ms
[2021-01-25 23:26:03 main:574] : INFO : Epoch 1973 | loss: 0.0311274 | val_loss: 0.0311436 | Time: 2062.52 ms
[2021-01-25 23:26:05 main:574] : INFO : Epoch 1974 | loss: 0.0311253 | val_loss: 0.0311485 | Time: 2061.81 ms
[2021-01-25 23:26:07 main:574] : INFO : Epoch 1975 | loss: 0.0311329 | val_loss: 0.0311505 | Time: 2054.34 ms
[2021-01-25 23:26:09 main:574] : INFO : Epoch 1976 | loss: 0.031125 | val_loss: 0.0311429 | Time: 2061.54 ms
[2021-01-25 23:26:11 main:574] : INFO : Epoch 1977 | loss: 0.0311252 | val_loss: 0.0311406 | Time: 2054.96 ms
[2021-01-25 23:26:13 main:574] : INFO : Epoch 1978 | loss: 0.0311218 | val_loss: 0.0311422 | Time: 2063.99 ms
[2021-01-25 23:26:16 main:574] : INFO : Epoch 1979 | loss: 0.0311231 | val_loss: 0.0311413 | Time: 2073.56 ms
[2021-01-25 23:26:18 main:574] : INFO : Epoch 1980 | loss: 0.0311212 | val_loss: 0.031142 | Time: 2088.41 ms
[2021-01-25 23:26:20 main:574] : INFO : Epoch 1981 | loss: 0.0311197 | val_loss: 0.0311429 | Time: 2063.69 ms
[2021-01-25 23:26:22 main:574] : INFO : Epoch 1982 | loss: 0.0311182 | val_loss: 0.0311395 | Time: 2051.46 ms
[2021-01-25 23:26:24 main:574] : INFO : Epoch 1983 | loss: 0.0311173 | val_loss: 0.0311427 | Time: 2063.15 ms
[2021-01-25 23:26:26 main:574] : INFO : Epoch 1984 | loss: 0.0311186 | val_loss: 0.0311385 | Time: 2051.87 ms
[2021-01-25 23:26:28 main:574] : INFO : Epoch 1985 | loss: 0.0311215 | val_loss: 0.0311447 | Time: 2056.38 ms
[2021-01-25 23:26:30 main:574] : INFO : Epoch 1986 | loss: 0.0311167 | val_loss: 0.0311423 | Time: 2054.81 ms
[2021-01-25 23:26:32 main:574] : INFO : Epoch 1987 | loss: 0.031117 | val_loss: 0.031145 | Time: 2058.55 ms
[2021-01-25 23:26:34 main:574] : INFO : Epoch 1988 | loss: 0.031118 | val_loss: 0.0311403 | Time: 2066.15 ms
[2021-01-25 23:26:36 main:574] : INFO : Epoch 1989 | loss: 0.0311263 | val_loss: 0.0311479 | Time: 2065.58 ms
[2021-01-25 23:26:38 main:574] : INFO : Epoch 1990 | loss: 0.0311357 | val_loss: 0.0311512 | Time: 2063.97 ms
[2021-01-25 23:26:40 main:574] : INFO : Epoch 1991 | loss: 0.0311336 | val_loss: 0.0311515 | Time: 2058.44 ms
[2021-01-25 23:26:43 main:574] : INFO : Epoch 1992 | loss: 0.0311333 | val_loss: 0.0311459 | Time: 2056.31 ms
[2021-01-25 23:26:45 main:574] : INFO : Epoch 1993 | loss: 0.0311281 | val_loss: 0.0311481 | Time: 2060.74 ms
[2021-01-25 23:26:47 main:574] : INFO : Epoch 1994 | loss: 0.0311252 | val_loss: 0.0311484 | Time: 2064.73 ms
[2021-01-25 23:26:49 main:574] : INFO : Epoch 1995 | loss: 0.0311248 | val_loss: 0.0311471 | Time: 2089.56 ms
[2021-01-25 23:26:51 main:574] : INFO : Epoch 1996 | loss: 0.0311227 | val_loss: 0.0311447 | Time: 2062.46 ms
[2021-01-25 23:26:53 main:574] : INFO : Epoch 1997 | loss: 0.0311245 | val_loss: 0.0311431 | Time: 2056.1 ms
[2021-01-25 23:26:55 main:574] : INFO : Epoch 1998 | loss: 0.0311224 | val_loss: 0.0311424 | Time: 2062.65 ms
[2021-01-25 23:26:57 main:574] : INFO : Epoch 1999 | loss: 0.0311199 | val_loss: 0.0311409 | Time: 2064.09 ms
[2021-01-25 23:26:59 main:574] : INFO : Epoch 2000 | loss: 0.0311201 | val_loss: 0.0311459 | Time: 2058.86 ms
[2021-01-25 23:27:01 main:574] : INFO : Epoch 2001 | loss: 0.0311236 | val_loss: 0.0311443 | Time: 2058.32 ms
[2021-01-25 23:27:03 main:574] : INFO : Epoch 2002 | loss: 0.0311241 | val_loss: 0.03115 | Time: 2063.12 ms
[2021-01-25 23:27:05 main:574] : INFO : Epoch 2003 | loss: 0.0311224 | val_loss: 0.0311428 | Time: 2063.85 ms
[2021-01-25 23:27:07 main:574] : INFO : Epoch 2004 | loss: 0.0311272 | val_loss: 0.0311415 | Time: 2055.22 ms
[2021-01-25 23:27:09 main:574] : INFO : Epoch 2005 | loss: 0.031123 | val_loss: 0.0311419 | Time: 2051.34 ms
[2021-01-25 23:27:12 main:574] : INFO : Epoch 2006 | loss: 0.0311238 | val_loss: 0.0311428 | Time: 2056.51 ms
[2021-01-25 23:27:14 main:574] : INFO : Epoch 2007 | loss: 0.0311218 | val_loss: 0.0311414 | Time: 2059.27 ms
[2021-01-25 23:27:16 main:574] : INFO : Epoch 2008 | loss: 0.0311214 | val_loss: 0.0311455 | Time: 2060.99 ms
[2021-01-25 23:27:18 main:574] : INFO : Epoch 2009 | loss: 0.0311207 | val_loss: 0.0311516 | Time: 2067.46 ms
[2021-01-25 23:27:20 main:574] : INFO : Epoch 2010 | loss: 0.0311208 | val_loss: 0.0311431 | Time: 2057.07 ms
[2021-01-25 23:27:22 main:574] : INFO : Epoch 2011 | loss: 0.03112 | val_loss: 0.031144 | Time: 2057.86 ms
[2021-01-25 23:27:24 main:574] : INFO : Epoch 2012 | loss: 0.0311204 | val_loss: 0.0311423 | Time: 2055.12 ms
[2021-01-25 23:27:26 main:574] : INFO : Epoch 2013 | loss: 0.0311323 | val_loss: 0.0311574 | Time: 2061.41 ms
[2021-01-25 23:27:28 main:574] : INFO : Epoch 2014 | loss: 0.0311365 | val_loss: 0.0311456 | Time: 2057.38 ms
[2021-01-25 23:27:30 main:574] : INFO : Epoch 2015 | loss: 0.0311314 | val_loss: 0.0311477 | Time: 2054.86 ms
[2021-01-25 23:27:32 main:574] : INFO : Epoch 2016 | loss: 0.0311324 | val_loss: 0.0311491 | Time: 2062.65 ms
[2021-01-25 23:27:34 main:574] : INFO : Epoch 2017 | loss: 0.0311398 | val_loss: 0.0311487 | Time: 2060.84 ms
[2021-01-25 23:27:36 main:574] : INFO : Epoch 2018 | loss: 0.0311354 | val_loss: 0.0311484 | Time: 2057.01 ms
[2021-01-25 23:27:38 main:574] : INFO : Epoch 2019 | loss: 0.0311363 | val_loss: 0.0311469 | Time: 2062.53 ms
[2021-01-25 23:27:41 main:574] : INFO : Epoch 2020 | loss: 0.0311368 | val_loss: 0.031146 | Time: 2064.23 ms
[2021-01-25 23:27:43 main:574] : INFO : Epoch 2021 | loss: 0.0311346 | val_loss: 0.0311469 | Time: 2059.08 ms
[2021-01-25 23:27:45 main:574] : INFO : Epoch 2022 | loss: 0.0311347 | val_loss: 0.0311451 | Time: 2065.07 ms
[2021-01-25 23:27:47 main:574] : INFO : Epoch 2023 | loss: 0.0311315 | val_loss: 0.0311466 | Time: 2058.57 ms
[2021-01-25 23:27:49 main:574] : INFO : Epoch 2024 | loss: 0.0311327 | val_loss: 0.0311446 | Time: 2061.18 ms
[2021-01-25 23:27:51 main:574] : INFO : Epoch 2025 | loss: 0.0311279 | val_loss: 0.0311452 | Time: 2072.68 ms
[2021-01-25 23:27:53 main:574] : INFO : Epoch 2026 | loss: 0.0311276 | val_loss: 0.0311464 | Time: 2060.75 ms
[2021-01-25 23:27:55 main:574] : INFO : Epoch 2027 | loss: 0.0311271 | val_loss: 0.0311571 | Time: 2055.62 ms
[2021-01-25 23:27:57 main:574] : INFO : Epoch 2028 | loss: 0.0311283 | val_loss: 0.0311451 | Time: 2070.03 ms
[2021-01-25 23:27:59 main:574] : INFO : Epoch 2029 | loss: 0.031125 | val_loss: 0.0311432 | Time: 2072.03 ms
[2021-01-25 23:28:01 main:574] : INFO : Epoch 2030 | loss: 0.0311222 | val_loss: 0.031146 | Time: 2058.72 ms
[2021-01-25 23:28:03 main:574] : INFO : Epoch 2031 | loss: 0.0311237 | val_loss: 0.0311459 | Time: 2051.71 ms
[2021-01-25 23:28:05 main:574] : INFO : Epoch 2032 | loss: 0.0311231 | val_loss: 0.031146 | Time: 2064.62 ms
[2021-01-25 23:28:07 main:574] : INFO : Epoch 2033 | loss: 0.0311231 | val_loss: 0.0311473 | Time: 2058.98 ms
[2021-01-25 23:28:10 main:574] : INFO : Epoch 2034 | loss: 0.031123 | val_loss: 0.031142 | Time: 2055.94 ms
[2021-01-25 23:28:12 main:574] : INFO : Epoch 2035 | loss: 0.0311257 | val_loss: 0.0311476 | Time: 2061.9 ms
[2021-01-25 23:28:14 main:574] : INFO : Epoch 2036 | loss: 0.0311235 | val_loss: 0.0311442 | Time: 2060.8 ms
[2021-01-25 23:28:16 main:574] : INFO : Epoch 2037 | loss: 0.0311218 | val_loss: 0.0311454 | Time: 2089.8 ms
[2021-01-25 23:28:18 main:574] : INFO : Epoch 2038 | loss: 0.0311216 | val_loss: 0.0311453 | Time: 2079.63 ms
[2021-01-25 23:28:20 main:574] : INFO : Epoch 2039 | loss: 0.0311251 | val_loss: 0.0311469 | Time: 2065.17 ms
[2021-01-25 23:28:22 main:574] : INFO : Epoch 2040 | loss: 0.0311194 | val_loss: 0.0311479 | Time: 2058.69 ms
[2021-01-25 23:28:24 main:574] : INFO : Epoch 2041 | loss: 0.0311182 | val_loss: 0.0311426 | Time: 2061.74 ms
[2021-01-25 23:28:26 main:574] : INFO : Epoch 2042 | loss: 0.0311184 | val_loss: 0.0311449 | Time: 2051.75 ms
[2021-01-25 23:28:28 main:574] : INFO : Epoch 2043 | loss: 0.0311209 | val_loss: 0.0311511 | Time: 2057.98 ms
[2021-01-25 23:28:30 main:574] : INFO : Epoch 2044 | loss: 0.0311251 | val_loss: 0.0311423 | Time: 2065.46 ms
[2021-01-25 23:28:32 main:574] : INFO : Epoch 2045 | loss: 0.0311191 | val_loss: 0.0311463 | Time: 2058.78 ms
[2021-01-25 23:28:34 main:574] : INFO : Epoch 2046 | loss: 0.0311175 | val_loss: 0.0311439 | Time: 2058.71 ms
[2021-01-25 23:28:37 main:574] : INFO : Epoch 2047 | loss: 0.0311172 | val_loss: 0.0311492 | Time: 2060.47 ms
[2021-01-25 23:28:39 main:574] : INFO : Epoch 2048 | loss: 0.0311194 | val_loss: 0.0311464 | Time: 2064.8 ms
[2021-01-25 23:28:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311464
[2021-01-25 23:28:39 main:603] : INFO : Saving end state to config to file
[2021-01-25 23:28:39 main:608] : INFO : Success, exiting..
23:28:39 (18844): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)