Task 9999538
| Name | ParityModified-1639948158-14802-0_0 |
| Workunit | 7378459 |
| Created | 19 Dec 2021, 21:09:22 UTC |
| Sent | 26 Dec 2021, 20:42:23 UTC |
| Report deadline | 3 Jan 2022, 20:42:23 UTC |
| Received | 27 Dec 2021, 15:16:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 53 min 50 sec |
| CPU time | 52 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310425 | val_loss: 0.0312094 | Time: 1519.17 ms
[2021-12-27 16:03:01 main:574] : INFO : Epoch 1543 | loss: 0.0310426 | val_loss: 0.0312053 | Time: 1516.9 ms
[2021-12-27 16:03:03 main:574] : INFO : Epoch 1544 | loss: 0.0310465 | val_loss: 0.0312023 | Time: 1518.04 ms
[2021-12-27 16:03:05 main:574] : INFO : Epoch 1545 | loss: 0.0310397 | val_loss: 0.0312171 | Time: 1519.51 ms
[2021-12-27 16:03:06 main:574] : INFO : Epoch 1546 | loss: 0.0310377 | val_loss: 0.0312117 | Time: 1521.37 ms
[2021-12-27 16:03:08 main:574] : INFO : Epoch 1547 | loss: 0.0310462 | val_loss: 0.0311923 | Time: 1517.17 ms
[2021-12-27 16:03:09 main:574] : INFO : Epoch 1548 | loss: 0.0310519 | val_loss: 0.0312125 | Time: 1516.47 ms
[2021-12-27 16:03:11 main:574] : INFO : Epoch 1549 | loss: 0.0310429 | val_loss: 0.0311876 | Time: 1516.58 ms
[2021-12-27 16:03:12 main:574] : INFO : Epoch 1550 | loss: 0.0310434 | val_loss: 0.0311961 | Time: 1519.06 ms
[2021-12-27 16:03:14 main:574] : INFO : Epoch 1551 | loss: 0.031046 | val_loss: 0.0312352 | Time: 1521.79 ms
[2021-12-27 16:03:15 main:574] : INFO : Epoch 1552 | loss: 0.0310375 | val_loss: 0.0311994 | Time: 1520.06 ms
[2021-12-27 16:03:17 main:574] : INFO : Epoch 1553 | loss: 0.0310384 | val_loss: 0.0312268 | Time: 1519.75 ms
[2021-12-27 16:03:18 main:574] : INFO : Epoch 1554 | loss: 0.0310464 | val_loss: 0.0311905 | Time: 1519.87 ms
[2021-12-27 16:03:20 main:574] : INFO : Epoch 1555 | loss: 0.0310422 | val_loss: 0.0311897 | Time: 1516.3 ms
[2021-12-27 16:03:21 main:574] : INFO : Epoch 1556 | loss: 0.0310448 | val_loss: 0.0311965 | Time: 1517.88 ms
[2021-12-27 16:03:23 main:574] : INFO : Epoch 1557 | loss: 0.0310522 | val_loss: 0.0312225 | Time: 1515.66 ms
[2021-12-27 16:03:24 main:574] : INFO : Epoch 1558 | loss: 0.0310587 | val_loss: 0.0312081 | Time: 1516.02 ms
[2021-12-27 16:03:26 main:574] : INFO : Epoch 1559 | loss: 0.0310484 | val_loss: 0.0312095 | Time: 1516.59 ms
[2021-12-27 16:03:27 main:574] : INFO : Epoch 1560 | loss: 0.0310442 | val_loss: 0.0312157 | Time: 1518.12 ms
[2021-12-27 16:03:29 main:574] : INFO : Epoch 1561 | loss: 0.0310465 | val_loss: 0.0312039 | Time: 1517.26 ms
[2021-12-27 16:03:30 main:574] : INFO : Epoch 1562 | loss: 0.0310451 | val_loss: 0.0312027 | Time: 1520.84 ms
[2021-12-27 16:03:32 main:574] : INFO : Epoch 1563 | loss: 0.0310654 | val_loss: 0.0311811 | Time: 1520.76 ms
[2021-12-27 16:03:33 main:574] : INFO : Epoch 1564 | loss: 0.0310664 | val_loss: 0.0311783 | Time: 1518.85 ms
[2021-12-27 16:03:35 main:574] : INFO : Epoch 1565 | loss: 0.0310578 | val_loss: 0.0311968 | Time: 1523.27 ms
[2021-12-27 16:03:36 main:574] : INFO : Epoch 1566 | loss: 0.0310529 | val_loss: 0.0312294 | Time: 1520.84 ms
[2021-12-27 16:03:38 main:574] : INFO : Epoch 1567 | loss: 0.0310462 | val_loss: 0.031196 | Time: 1519.6 ms
[2021-12-27 16:03:40 main:574] : INFO : Epoch 1568 | loss: 0.031041 | val_loss: 0.0312054 | Time: 1518.94 ms
[2021-12-27 16:03:41 main:574] : INFO : Epoch 1569 | loss: 0.0310423 | val_loss: 0.0312004 | Time: 1521.93 ms
[2021-12-27 16:03:43 main:574] : INFO : Epoch 1570 | loss: 0.0310446 | val_loss: 0.0312281 | Time: 1518.7 ms
[2021-12-27 16:03:44 main:574] : INFO : Epoch 1571 | loss: 0.0310498 | val_loss: 0.0311912 | Time: 1520.77 ms
[2021-12-27 16:03:46 main:574] : INFO : Epoch 1572 | loss: 0.0310485 | val_loss: 0.031202 | Time: 1519.99 ms
[2021-12-27 16:03:47 main:574] : INFO : Epoch 1573 | loss: 0.0310459 | val_loss: 0.0312261 | Time: 1516.63 ms
[2021-12-27 16:03:49 main:574] : INFO : Epoch 1574 | loss: 0.0310457 | val_loss: 0.0312 | Time: 1519.99 ms
[2021-12-27 16:03:50 main:574] : INFO : Epoch 1575 | loss: 0.0310449 | val_loss: 0.0312274 | Time: 1516.93 ms
[2021-12-27 16:03:52 main:574] : INFO : Epoch 1576 | loss: 0.0310389 | val_loss: 0.0312067 | Time: 1519.16 ms
[2021-12-27 16:03:53 main:574] : INFO : Epoch 1577 | loss: 0.0310384 | val_loss: 0.0312192 | Time: 1520 ms
[2021-12-27 16:03:55 main:574] : INFO : Epoch 1578 | loss: 0.0310404 | val_loss: 0.0311947 | Time: 1520.12 ms
[2021-12-27 16:03:56 main:574] : INFO : Epoch 1579 | loss: 0.0310402 | val_loss: 0.0312153 | Time: 1517.69 ms
[2021-12-27 16:03:58 main:574] : INFO : Epoch 1580 | loss: 0.0310424 | val_loss: 0.031204 | Time: 1517.02 ms
[2021-12-27 16:03:59 main:574] : INFO : Epoch 1581 | loss: 0.0310468 | val_loss: 0.0311911 | Time: 1518.76 ms
[2021-12-27 16:04:01 main:574] : INFO : Epoch 1582 | loss: 0.0310402 | val_loss: 0.031204 | Time: 1519.88 ms
[2021-12-27 16:04:02 main:574] : INFO : Epoch 1583 | loss: 0.0310401 | val_loss: 0.0311877 | Time: 1519.1 ms
[2021-12-27 16:04:04 main:574] : INFO : Epoch 1584 | loss: 0.0310386 | val_loss: 0.031206 | Time: 1518.26 ms
[2021-12-27 16:04:05 main:574] : INFO : Epoch 1585 | loss: 0.0310413 | val_loss: 0.0312326 | Time: 1516.18 ms
[2021-12-27 16:04:07 main:574] : INFO : Epoch 1586 | loss: 0.0310421 | val_loss: 0.0311941 | Time: 1520.17 ms
[2021-12-27 16:04:08 main:574] : INFO : Epoch 1587 | loss: 0.0310414 | val_loss: 0.0312554 | Time: 1517.87 ms
[2021-12-27 16:04:10 main:574] : INFO : Epoch 1588 | loss: 0.0310479 | val_loss: 0.0312059 | Time: 1517.57 ms
[2021-12-27 16:04:11 main:574] : INFO : Epoch 1589 | loss: 0.0310419 | val_loss: 0.0311779 | Time: 1519.27 ms
[2021-12-27 16:04:13 main:574] : INFO : Epoch 1590 | loss: 0.0310459 | val_loss: 0.0312201 | Time: 1519.16 ms
[2021-12-27 16:04:15 main:574] : INFO : Epoch 1591 | loss: 0.0310415 | val_loss: 0.0312156 | Time: 1519.89 ms
[2021-12-27 16:04:16 main:574] : INFO : Epoch 1592 | loss: 0.0310376 | val_loss: 0.0311827 | Time: 1519.31 ms
[2021-12-27 16:04:18 main:574] : INFO : Epoch 1593 | loss: 0.0310425 | val_loss: 0.0312032 | Time: 1519.69 ms
[2021-12-27 16:04:19 main:574] : INFO : Epoch 1594 | loss: 0.0310362 | val_loss: 0.0312086 | Time: 1522.72 ms
[2021-12-27 16:04:21 main:574] : INFO : Epoch 1595 | loss: 0.0310361 | val_loss: 0.0312083 | Time: 1518.15 ms
[2021-12-27 16:04:22 main:574] : INFO : Epoch 1596 | loss: 0.0310412 | val_loss: 0.0311951 | Time: 1516.14 ms
[2021-12-27 16:04:24 main:574] : INFO : Epoch 1597 | loss: 0.0310383 | val_loss: 0.0312173 | Time: 1520.66 ms
[2021-12-27 16:04:25 main:574] : INFO : Epoch 1598 | loss: 0.0310332 | val_loss: 0.0311853 | Time: 1515.71 ms
[2021-12-27 16:04:27 main:574] : INFO : Epoch 1599 | loss: 0.0310327 | val_loss: 0.0312129 | Time: 1517.84 ms
[2021-12-27 16:04:28 main:574] : INFO : Epoch 1600 | loss: 0.0310321 | val_loss: 0.03119 | Time: 1514.93 ms
[2021-12-27 16:04:30 main:574] : INFO : Epoch 1601 | loss: 0.0310543 | val_loss: 0.0312309 | Time: 1521.79 ms
[2021-12-27 16:04:31 main:574] : INFO : Epoch 1602 | loss: 0.0310467 | val_loss: 0.0311972 | Time: 1519.16 ms
[2021-12-27 16:04:33 main:574] : INFO : Epoch 1603 | loss: 0.0310432 | val_loss: 0.0311854 | Time: 1521.8 ms
[2021-12-27 16:04:34 main:574] : INFO : Epoch 1604 | loss: 0.0310439 | val_loss: 0.0312203 | Time: 1517.33 ms
[2021-12-27 16:04:36 main:574] : INFO : Epoch 1605 | loss: 0.0310344 | val_loss: 0.0312135 | Time: 1517.15 ms
[2021-12-27 16:04:37 main:574] : INFO : Epoch 1606 | loss: 0.0310388 | val_loss: 0.0312286 | Time: 1519.72 ms
[2021-12-27 16:04:39 main:574] : INFO : Epoch 1607 | loss: 0.0310346 | val_loss: 0.031197 | Time: 1517.72 ms
[2021-12-27 16:04:40 main:574] : INFO : Epoch 1608 | loss: 0.0310258 | val_loss: 0.0312144 | Time: 1517.17 ms
[2021-12-27 16:04:42 main:574] : INFO : Epoch 1609 | loss: 0.031029 | val_loss: 0.0312312 | Time: 1518.52 ms
[2021-12-27 16:04:43 main:574] : INFO : Epoch 1610 | loss: 0.0310263 | val_loss: 0.031214 | Time: 1516.26 ms
[2021-12-27 16:04:45 main:574] : INFO : Epoch 1611 | loss: 0.0310323 | val_loss: 0.0311939 | Time: 1519.38 ms
[2021-12-27 16:04:46 main:574] : INFO : Epoch 1612 | loss: 0.0310345 | val_loss: 0.0312398 | Time: 1517.5 ms
[2021-12-27 16:04:48 main:574] : INFO : Epoch 1613 | loss: 0.0310366 | val_loss: 0.0312217 | Time: 1519.05 ms
[2021-12-27 16:04:49 main:574] : INFO : Epoch 1614 | loss: 0.0310448 | val_loss: 0.0311832 | Time: 1519.02 ms
[2021-12-27 16:04:51 main:574] : INFO : Epoch 1615 | loss: 0.0310414 | val_loss: 0.0311896 | Time: 1516.73 ms
[2021-12-27 16:04:53 main:574] : INFO : Epoch 1616 | loss: 0.031051 | val_loss: 0.0312057 | Time: 1517.93 ms
[2021-12-27 16:04:54 main:574] : INFO : Epoch 1617 | loss: 0.0310408 | val_loss: 0.0312124 | Time: 1520.62 ms
[2021-12-27 16:04:56 main:574] : INFO : Epoch 1618 | loss: 0.0310368 | val_loss: 0.0312188 | Time: 1516.57 ms
[2021-12-27 16:04:57 main:574] : INFO : Epoch 1619 | loss: 0.031038 | val_loss: 0.0312224 | Time: 1518.67 ms
[2021-12-27 16:04:59 main:574] : INFO : Epoch 1620 | loss: 0.0310333 | val_loss: 0.0312294 | Time: 1517.74 ms
[2021-12-27 16:05:00 main:574] : INFO : Epoch 1621 | loss: 0.0310327 | val_loss: 0.0312282 | Time: 1520.21 ms
[2021-12-27 16:05:02 main:574] : INFO : Epoch 1622 | loss: 0.0310318 | val_loss: 0.0312005 | Time: 1518.84 ms
[2021-12-27 16:05:03 main:574] : INFO : Epoch 1623 | loss: 0.0310409 | val_loss: 0.0312099 | Time: 1517.07 ms
[2021-12-27 16:05:05 main:574] : INFO : Epoch 1624 | loss: 0.0310433 | val_loss: 0.0312344 | Time: 1516.93 ms
[2021-12-27 16:05:06 main:574] : INFO : Epoch 1625 | loss: 0.0310437 | val_loss: 0.031191 | Time: 1518.15 ms
[2021-12-27 16:05:08 main:574] : INFO : Epoch 1626 | loss: 0.0310403 | val_loss: 0.0312034 | Time: 1518.56 ms
[2021-12-27 16:05:09 main:574] : INFO : Epoch 1627 | loss: 0.0310353 | val_loss: 0.0312187 | Time: 1518.92 ms
[2021-12-27 16:05:11 main:574] : INFO : Epoch 1628 | loss: 0.0310359 | val_loss: 0.0311927 | Time: 1516.54 ms
[2021-12-27 16:05:12 main:574] : INFO : Epoch 1629 | loss: 0.0310477 | val_loss: 0.0311833 | Time: 1519.12 ms
[2021-12-27 16:05:14 main:574] : INFO : Epoch 1630 | loss: 0.0310362 | val_loss: 0.031206 | Time: 1519.81 ms
[2021-12-27 16:05:15 main:574] : INFO : Epoch 1631 | loss: 0.0310285 | val_loss: 0.0312047 | Time: 1515.79 ms
[2021-12-27 16:05:17 main:574] : INFO : Epoch 1632 | loss: 0.031023 | val_loss: 0.0312174 | Time: 1517.01 ms
[2021-12-27 16:05:18 main:574] : INFO : Epoch 1633 | loss: 0.0310358 | val_loss: 0.0311922 | Time: 1516.8 ms
[2021-12-27 16:05:20 main:574] : INFO : Epoch 1634 | loss: 0.0310398 | val_loss: 0.0311948 | Time: 1521.56 ms
[2021-12-27 16:05:21 main:574] : INFO : Epoch 1635 | loss: 0.0310377 | val_loss: 0.0311934 | Time: 1515.86 ms
[2021-12-27 16:05:23 main:574] : INFO : Epoch 1636 | loss: 0.0310336 | val_loss: 0.0312365 | Time: 1520.05 ms
[2021-12-27 16:05:24 main:574] : INFO : Epoch 1637 | loss: 0.0310348 | val_loss: 0.0312079 | Time: 1519.79 ms
[2021-12-27 16:05:26 main:574] : INFO : Epoch 1638 | loss: 0.031038 | val_loss: 0.0312017 | Time: 1517.94 ms
[2021-12-27 16:05:28 main:574] : INFO : Epoch 1639 | loss: 0.0310332 | val_loss: 0.0312016 | Time: 1517.59 ms
[2021-12-27 16:05:29 main:574] : INFO : Epoch 1640 | loss: 0.0310315 | val_loss: 0.03123 | Time: 1517 ms
[2021-12-27 16:05:31 main:574] : INFO : Epoch 1641 | loss: 0.0310347 | val_loss: 0.0312241 | Time: 1540.83 ms
[2021-12-27 16:05:32 main:574] : INFO : Epoch 1642 | loss: 0.0310285 | val_loss: 0.0312156 | Time: 1529.72 ms
[2021-12-27 16:05:34 main:574] : INFO : Epoch 1643 | loss: 0.0310275 | val_loss: 0.031219 | Time: 1530.38 ms
[2021-12-27 16:05:35 main:574] : INFO : Epoch 1644 | loss: 0.0310255 | val_loss: 0.0312 | Time: 1532.67 ms
[2021-12-27 16:05:37 main:574] : INFO : Epoch 1645 | loss: 0.0310305 | val_loss: 0.0312288 | Time: 1530.15 ms
[2021-12-27 16:05:38 main:574] : INFO : Epoch 1646 | loss: 0.0310219 | val_loss: 0.0312089 | Time: 1526.09 ms
[2021-12-27 16:05:40 main:574] : INFO : Epoch 1647 | loss: 0.0310275 | val_loss: 0.031194 | Time: 1526.62 ms
[2021-12-27 16:05:41 main:574] : INFO : Epoch 1648 | loss: 0.0310288 | val_loss: 0.0312264 | Time: 1533.37 ms
[2021-12-27 16:05:43 main:574] : INFO : Epoch 1649 | loss: 0.0310244 | val_loss: 0.031211 | Time: 1526.39 ms
[2021-12-27 16:05:44 main:574] : INFO : Epoch 1650 | loss: 0.031026 | val_loss: 0.0311837 | Time: 1526.98 ms
[2021-12-27 16:05:46 main:574] : INFO : Epoch 1651 | loss: 0.0310346 | val_loss: 0.0311933 | Time: 1530.37 ms
[2021-12-27 16:05:47 main:574] : INFO : Epoch 1652 | loss: 0.0310351 | val_loss: 0.031217 | Time: 1531.58 ms
[2021-12-27 16:05:49 main:574] : INFO : Epoch 1653 | loss: 0.031027 | val_loss: 0.0312197 | Time: 1528.95 ms
[2021-12-27 16:05:50 main:574] : INFO : Epoch 1654 | loss: 0.0310281 | val_loss: 0.0312326 | Time: 1527.64 ms
[2021-12-27 16:05:52 main:574] : INFO : Epoch 1655 | loss: 0.0310235 | val_loss: 0.0312336 | Time: 1528.45 ms
[2021-12-27 16:05:54 main:574] : INFO : Epoch 1656 | loss: 0.0310259 | val_loss: 0.0312455 | Time: 1528.61 ms
[2021-12-27 16:05:55 main:574] : INFO : Epoch 1657 | loss: 0.0310248 | val_loss: 0.031265 | Time: 1527.57 ms
[2021-12-27 16:05:57 main:574] : INFO : Epoch 1658 | loss: 0.0310336 | val_loss: 0.0311919 | Time: 1526.52 ms
[2021-12-27 16:05:58 main:574] : INFO : Epoch 1659 | loss: 0.0310326 | val_loss: 0.0311998 | Time: 1524.31 ms
[2021-12-27 16:06:00 main:574] : INFO : Epoch 1660 | loss: 0.0310349 | val_loss: 0.0312442 | Time: 1530.52 ms
[2021-12-27 16:06:01 main:574] : INFO : Epoch 1661 | loss: 0.0310306 | val_loss: 0.0312435 | Time: 1528.7 ms
[2021-12-27 16:06:03 main:574] : INFO : Epoch 1662 | loss: 0.0310259 | val_loss: 0.0312419 | Time: 1523.78 ms
[2021-12-27 16:06:04 main:574] : INFO : Epoch 1663 | loss: 0.0310275 | val_loss: 0.0312284 | Time: 1532.52 ms
[2021-12-27 16:06:06 main:574] : INFO : Epoch 1664 | loss: 0.0310343 | val_loss: 0.0312249 | Time: 1530.72 ms
[2021-12-27 16:06:07 main:574] : INFO : Epoch 1665 | loss: 0.0310395 | val_loss: 0.0312047 | Time: 1526.59 ms
[2021-12-27 16:06:09 main:574] : INFO : Epoch 1666 | loss: 0.0310396 | val_loss: 0.0312022 | Time: 1528.56 ms
[2021-12-27 16:06:10 main:574] : INFO : Epoch 1667 | loss: 0.0310284 | val_loss: 0.0312278 | Time: 1530.98 ms
[2021-12-27 16:06:12 main:574] : INFO : Epoch 1668 | loss: 0.0310315 | val_loss: 0.0312053 | Time: 1528.36 ms
[2021-12-27 16:06:13 main:574] : INFO : Epoch 1669 | loss: 0.0310378 | val_loss: 0.0312253 | Time: 1531.49 ms
[2021-12-27 16:06:15 main:574] : INFO : Epoch 1670 | loss: 0.0310386 | val_loss: 0.0311941 | Time: 1527.61 ms
[2021-12-27 16:06:17 main:574] : INFO : Epoch 1671 | loss: 0.0310457 | val_loss: 0.0311952 | Time: 1524.77 ms
[2021-12-27 16:06:18 main:574] : INFO : Epoch 1672 | loss: 0.0310414 | val_loss: 0.0312048 | Time: 1529.69 ms
[2021-12-27 16:06:20 main:574] : INFO : Epoch 1673 | loss: 0.0310473 | val_loss: 0.0312222 | Time: 1526.84 ms
[2021-12-27 16:06:21 main:574] : INFO : Epoch 1674 | loss: 0.0310468 | val_loss: 0.0312119 | Time: 1530.25 ms
[2021-12-27 16:06:23 main:574] : INFO : Epoch 1675 | loss: 0.0310502 | val_loss: 0.031229 | Time: 1527.4 ms
[2021-12-27 16:06:24 main:574] : INFO : Epoch 1676 | loss: 0.0310527 | val_loss: 0.0312154 | Time: 1525.5 ms
[2021-12-27 16:06:26 main:574] : INFO : Epoch 1677 | loss: 0.0310426 | val_loss: 0.0312318 | Time: 1522.03 ms
[2021-12-27 16:06:27 main:574] : INFO : Epoch 1678 | loss: 0.0310437 | val_loss: 0.0311958 | Time: 1531.9 ms
[2021-12-27 16:06:29 main:574] : INFO : Epoch 1679 | loss: 0.0310449 | val_loss: 0.0312037 | Time: 1520.65 ms
[2021-12-27 16:06:30 main:574] : INFO : Epoch 1680 | loss: 0.0310435 | val_loss: 0.0312369 | Time: 1541.86 ms
[2021-12-27 16:06:32 main:574] : INFO : Epoch 1681 | loss: 0.0310458 | val_loss: 0.0312093 | Time: 1579.17 ms
[2021-12-27 16:06:33 main:574] : INFO : Epoch 1682 | loss: 0.0310421 | val_loss: 0.0311952 | Time: 1548.57 ms
[2021-12-27 16:06:35 main:574] : INFO : Epoch 1683 | loss: 0.0310378 | val_loss: 0.0312316 | Time: 1551.57 ms
[2021-12-27 16:06:37 main:574] : INFO : Epoch 1684 | loss: 0.0310353 | val_loss: 0.0312097 | Time: 1554.28 ms
[2021-12-27 16:06:38 main:574] : INFO : Epoch 1685 | loss: 0.0310318 | val_loss: 0.0312056 | Time: 1550.47 ms
[2021-12-27 16:06:40 main:574] : INFO : Epoch 1686 | loss: 0.0310228 | val_loss: 0.0312122 | Time: 1552.05 ms
[2021-12-27 16:06:41 main:574] : INFO : Epoch 1687 | loss: 0.0310308 | val_loss: 0.0312005 | Time: 1551.13 ms
[2021-12-27 16:06:43 main:574] : INFO : Epoch 1688 | loss: 0.0310294 | val_loss: 0.0312132 | Time: 1555.9 ms
[2021-12-27 16:06:44 main:574] : INFO : Epoch 1689 | loss: 0.0310356 | val_loss: 0.0312081 | Time: 1549.54 ms
[2021-12-27 16:06:46 main:574] : INFO : Epoch 1690 | loss: 0.0310289 | val_loss: 0.0312152 | Time: 1550.52 ms
[2021-12-27 16:06:47 main:574] : INFO : Epoch 1691 | loss: 0.0310254 | val_loss: 0.0312178 | Time: 1548.62 ms
[2021-12-27 16:06:49 main:574] : INFO : Epoch 1692 | loss: 0.0310356 | val_loss: 0.031213 | Time: 1549.77 ms
[2021-12-27 16:06:51 main:574] : INFO : Epoch 1693 | loss: 0.0310383 | val_loss: 0.0312112 | Time: 1551.62 ms
[2021-12-27 16:06:52 main:574] : INFO : Epoch 1694 | loss: 0.0310386 | val_loss: 0.0311981 | Time: 1549.97 ms
[2021-12-27 16:06:54 main:574] : INFO : Epoch 1695 | loss: 0.0310363 | val_loss: 0.031203 | Time: 1547.67 ms
[2021-12-27 16:06:55 main:574] : INFO : Epoch 1696 | loss: 0.0310441 | val_loss: 0.0312212 | Time: 1552.24 ms
[2021-12-27 16:06:57 main:574] : INFO : Epoch 1697 | loss: 0.0310491 | val_loss: 0.0312041 | Time: 1550.13 ms
[2021-12-27 16:06:58 main:574] : INFO : Epoch 1698 | loss: 0.031036 | val_loss: 0.0312034 | Time: 1551.89 ms
[2021-12-27 16:07:00 main:574] : INFO : Epoch 1699 | loss: 0.031036 | val_loss: 0.0311985 | Time: 1550.36 ms
[2021-12-27 16:07:01 main:574] : INFO : Epoch 1700 | loss: 0.0310303 | val_loss: 0.0312055 | Time: 1551.63 ms
[2021-12-27 16:07:03 main:574] : INFO : Epoch 1701 | loss: 0.0310268 | val_loss: 0.031238 | Time: 1551.86 ms
[2021-12-27 16:07:05 main:574] : INFO : Epoch 1702 | loss: 0.0310286 | val_loss: 0.0312065 | Time: 1548.13 ms
[2021-12-27 16:07:06 main:574] : INFO : Epoch 1703 | loss: 0.0310244 | val_loss: 0.0312083 | Time: 1547.33 ms
[2021-12-27 16:07:08 main:574] : INFO : Epoch 1704 | loss: 0.0310344 | val_loss: 0.0312517 | Time: 1550.51 ms
[2021-12-27 16:07:09 main:574] : INFO : Epoch 1705 | loss: 0.0310362 | val_loss: 0.0312061 | Time: 1552.65 ms
[2021-12-27 16:07:11 main:574] : INFO : Epoch 1706 | loss: 0.0310374 | val_loss: 0.0312157 | Time: 1549.1 ms
[2021-12-27 16:07:12 main:574] : INFO : Epoch 1707 | loss: 0.0310308 | val_loss: 0.0312086 | Time: 1550.49 ms
[2021-12-27 16:07:14 main:574] : INFO : Epoch 1708 | loss: 0.0310383 | val_loss: 0.0312318 | Time: 1553.28 ms
[2021-12-27 16:07:15 main:574] : INFO : Epoch 1709 | loss: 0.031052 | val_loss: 0.0312039 | Time: 1549.9 ms
[2021-12-27 16:07:17 main:574] : INFO : Epoch 1710 | loss: 0.0310416 | val_loss: 0.0312122 | Time: 1550.75 ms
[2021-12-27 16:07:18 main:574] : INFO : Epoch 1711 | loss: 0.0310346 | val_loss: 0.0312052 | Time: 1555.25 ms
[2021-12-27 16:07:20 main:574] : INFO : Epoch 1712 | loss: 0.03103 | val_loss: 0.0312107 | Time: 1551.55 ms
[2021-12-27 16:07:22 main:574] : INFO : Epoch 1713 | loss: 0.0310363 | val_loss: 0.0312076 | Time: 1551.99 ms
[2021-12-27 16:07:23 main:574] : INFO : Epoch 1714 | loss: 0.0310399 | val_loss: 0.0312143 | Time: 1549.01 ms
[2021-12-27 16:07:25 main:574] : INFO : Epoch 1715 | loss: 0.0310387 | val_loss: 0.0311886 | Time: 1549.28 ms
[2021-12-27 16:07:26 main:574] : INFO : Epoch 1716 | loss: 0.0310415 | val_loss: 0.0312611 | Time: 1546.02 ms
[2021-12-27 16:07:28 main:574] : INFO : Epoch 1717 | loss: 0.0310529 | val_loss: 0.0311995 | Time: 1548.26 ms
[2021-12-27 16:07:29 main:574] : INFO : Epoch 1718 | loss: 0.0310458 | val_loss: 0.0311973 | Time: 1547.07 ms
[2021-12-27 16:07:31 main:574] : INFO : Epoch 1719 | loss: 0.0310463 | val_loss: 0.0312094 | Time: 1550.42 ms
[2021-12-27 16:07:32 main:574] : INFO : Epoch 1720 | loss: 0.0310446 | val_loss: 0.0312205 | Time: 1552.56 ms
[2021-12-27 16:07:34 main:574] : INFO : Epoch 1721 | loss: 0.0310326 | val_loss: 0.0312137 | Time: 1549.03 ms
[2021-12-27 16:07:36 main:574] : INFO : Epoch 1722 | loss: 0.0310516 | val_loss: 0.0311689 | Time: 1548.17 ms
[2021-12-27 16:07:37 main:574] : INFO : Epoch 1723 | loss: 0.0310697 | val_loss: 0.0312024 | Time: 1547.74 ms
[2021-12-27 16:07:39 main:574] : INFO : Epoch 1724 | loss: 0.0310545 | val_loss: 0.0311894 | Time: 1551.73 ms
[2021-12-27 16:07:40 main:574] : INFO : Epoch 1725 | loss: 0.0310408 | val_loss: 0.0312031 | Time: 1553.56 ms
[2021-12-27 16:07:42 main:574] : INFO : Epoch 1726 | loss: 0.0310325 | val_loss: 0.0312165 | Time: 1545.91 ms
[2021-12-27 16:07:43 main:574] : INFO : Epoch 1727 | loss: 0.0310322 | val_loss: 0.0312234 | Time: 1551.72 ms
[2021-12-27 16:07:45 main:574] : INFO : Epoch 1728 | loss: 0.0310295 | val_loss: 0.031221 | Time: 1549.89 ms
[2021-12-27 16:07:46 main:574] : INFO : Epoch 1729 | loss: 0.031035 | val_loss: 0.0312181 | Time: 1550.72 ms
[2021-12-27 16:07:48 main:574] : INFO : Epoch 1730 | loss: 0.0310377 | val_loss: 0.0312039 | Time: 1552.13 ms
[2021-12-27 16:07:50 main:574] : INFO : Epoch 1731 | loss: 0.0310335 | val_loss: 0.0312287 | Time: 1551.36 ms
[2021-12-27 16:07:51 main:574] : INFO : Epoch 1732 | loss: 0.0310244 | val_loss: 0.0312116 | Time: 1550.85 ms
[2021-12-27 16:07:53 main:574] : INFO : Epoch 1733 | loss: 0.0310259 | val_loss: 0.0312606 | Time: 1552.47 ms
[2021-12-27 16:07:54 main:574] : INFO : Epoch 1734 | loss: 0.0310321 | val_loss: 0.0311986 | Time: 1550.89 ms
[2021-12-27 16:07:56 main:574] : INFO : Epoch 1735 | loss: 0.0310346 | val_loss: 0.0312178 | Time: 1548.19 ms
[2021-12-27 16:07:57 main:574] : INFO : Epoch 1736 | loss: 0.0310332 | val_loss: 0.031212 | Time: 1552.03 ms
[2021-12-27 16:07:59 main:574] : INFO : Epoch 1737 | loss: 0.0310383 | val_loss: 0.0311968 | Time: 1553.36 ms
[2021-12-27 16:08:00 main:574] : INFO : Epoch 1738 | loss: 0.0310384 | val_loss: 0.0312108 | Time: 1552.33 ms
[2021-12-27 16:08:02 main:574] : INFO : Epoch 1739 | loss: 0.0310351 | val_loss: 0.0312028 | Time: 1547.36 ms
[2021-12-27 16:08:04 main:574] : INFO : Epoch 1740 | loss: 0.0310386 | val_loss: 0.0311928 | Time: 1550.69 ms
[2021-12-27 16:08:05 main:574] : INFO : Epoch 1741 | loss: 0.0310377 | val_loss: 0.0312202 | Time: 1555.04 ms
[2021-12-27 16:08:07 main:574] : INFO : Epoch 1742 | loss: 0.0310372 | val_loss: 0.0312543 | Time: 1554.44 ms
[2021-12-27 16:08:08 main:574] : INFO : Epoch 1743 | loss: 0.0310337 | val_loss: 0.0312134 | Time: 1551.04 ms
[2021-12-27 16:08:10 main:574] : INFO : Epoch 1744 | loss: 0.0310366 | val_loss: 0.0312079 | Time: 1550.48 ms
[2021-12-27 16:08:11 main:574] : INFO : Epoch 1745 | loss: 0.03103 | val_loss: 0.0312534 | Time: 1549.24 ms
[2021-12-27 16:08:13 main:574] : INFO : Epoch 1746 | loss: 0.0310256 | val_loss: 0.0312078 | Time: 1546.8 ms
[2021-12-27 16:08:14 main:574] : INFO : Epoch 1747 | loss: 0.0310262 | val_loss: 0.0312714 | Time: 1552.27 ms
[2021-12-27 16:08:16 main:574] : INFO : Epoch 1748 | loss: 0.0310301 | val_loss: 0.031211 | Time: 1553.35 ms
[2021-12-27 16:08:18 main:574] : INFO : Epoch 1749 | loss: 0.0310319 | val_loss: 0.0312096 | Time: 1549.38 ms
[2021-12-27 16:08:19 main:574] : INFO : Epoch 1750 | loss: 0.0310455 | val_loss: 0.0311977 | Time: 1550.79 ms
[2021-12-27 16:08:21 main:574] : INFO : Epoch 1751 | loss: 0.0310454 | val_loss: 0.0312102 | Time: 1547.11 ms
[2021-12-27 16:08:22 main:574] : INFO : Epoch 1752 | loss: 0.031036 | val_loss: 0.0312153 | Time: 1551.87 ms
[2021-12-27 16:08:24 main:574] : INFO : Epoch 1753 | loss: 0.0310295 | val_loss: 0.0311858 | Time: 1546.91 ms
[2021-12-27 16:08:25 main:574] : INFO : Epoch 1754 | loss: 0.0310341 | val_loss: 0.0312366 | Time: 1555.1 ms
[2021-12-27 16:08:27 main:574] : INFO : Epoch 1755 | loss: 0.0310348 | val_loss: 0.031203 | Time: 1551.63 ms
[2021-12-27 16:08:28 main:574] : INFO : Epoch 1756 | loss: 0.0310345 | val_loss: 0.0312088 | Time: 1548.75 ms
[2021-12-27 16:08:30 main:574] : INFO : Epoch 1757 | loss: 0.0310333 | val_loss: 0.0311876 | Time: 1547.95 ms
[2021-12-27 16:08:31 main:574] : INFO : Epoch 1758 | loss: 0.0310387 | val_loss: 0.0312886 | Time: 1551.64 ms
[2021-12-27 16:08:33 main:574] : INFO : Epoch 1759 | loss: 0.0310311 | val_loss: 0.0312175 | Time: 1547.82 ms
[2021-12-27 16:08:35 main:574] : INFO : Epoch 1760 | loss: 0.0310248 | val_loss: 0.0312251 | Time: 1552.72 ms
[2021-12-27 16:08:36 main:574] : INFO : Epoch 1761 | loss: 0.0310207 | val_loss: 0.0312129 | Time: 1551.19 ms
[2021-12-27 16:08:38 main:574] : INFO : Epoch 1762 | loss: 0.031032 | val_loss: 0.0311891 | Time: 1549.9 ms
[2021-12-27 16:08:39 main:574] : INFO : Epoch 1763 | loss: 0.031034 | val_loss: 0.0312179 | Time: 1552.98 ms
[2021-12-27 16:08:41 main:574] : INFO : Epoch 1764 | loss: 0.0310547 | val_loss: 0.0312003 | Time: 1551.68 ms
[2021-12-27 16:08:42 main:574] : INFO : Epoch 1765 | loss: 0.0310473 | val_loss: 0.0312297 | Time: 1551.48 ms
[2021-12-27 16:08:44 main:574] : INFO : Epoch 1766 | loss: 0.0310432 | val_loss: 0.0312044 | Time: 1552.14 ms
[2021-12-27 16:08:45 main:574] : INFO : Epoch 1767 | loss: 0.0310389 | val_loss: 0.0312407 | Time: 1550.83 ms
[2021-12-27 16:08:47 main:574] : INFO : Epoch 1768 | loss: 0.0310283 | val_loss: 0.0312393 | Time: 1549.12 ms
[2021-12-27 16:08:49 main:574] : INFO : Epoch 1769 | loss: 0.0310314 | val_loss: 0.0312352 | Time: 1551.76 ms
[2021-12-27 16:08:50 main:574] : INFO : Epoch 1770 | loss: 0.0310307 | val_loss: 0.0312196 | Time: 1547.54 ms
[2021-12-27 16:08:52 main:574] : INFO : Epoch 1771 | loss: 0.0310324 | val_loss: 0.0312147 | Time: 1548.38 ms
[2021-12-27 16:08:53 main:574] : INFO : Epoch 1772 | loss: 0.0310304 | val_loss: 0.0312402 | Time: 1551.04 ms
[2021-12-27 16:08:55 main:574] : INFO : Epoch 1773 | loss: 0.0310322 | val_loss: 0.0312348 | Time: 1549.94 ms
[2021-12-27 16:08:56 main:574] : INFO : Epoch 1774 | loss: 0.0310356 | val_loss: 0.0312276 | Time: 1550.15 ms
[2021-12-27 16:08:58 main:574] : INFO : Epoch 1775 | loss: 0.0310312 | val_loss: 0.0312026 | Time: 1550.12 ms
[2021-12-27 16:08:59 main:574] : INFO : Epoch 1776 | loss: 0.0310257 | val_loss: 0.0312359 | Time: 1548.99 ms
[2021-12-27 16:09:01 main:574] : INFO : Epoch 1777 | loss: 0.0310326 | val_loss: 0.0312081 | Time: 1551.69 ms
[2021-12-27 16:09:03 main:574] : INFO : Epoch 1778 | loss: 0.0310276 | val_loss: 0.031198 | Time: 1550.97 ms
[2021-12-27 16:09:04 main:574] : INFO : Epoch 1779 | loss: 0.0310266 | val_loss: 0.0311931 | Time: 1548.11 ms
[2021-12-27 16:09:06 main:574] : INFO : Epoch 1780 | loss: 0.0310315 | val_loss: 0.0312209 | Time: 1548.92 ms
[2021-12-27 16:09:07 main:574] : INFO : Epoch 1781 | loss: 0.0310334 | val_loss: 0.0312462 | Time: 1552.41 ms
[2021-12-27 16:09:09 main:574] : INFO : Epoch 1782 | loss: 0.0310266 | val_loss: 0.0311971 | Time: 1547.53 ms
[2021-12-27 16:09:10 main:574] : INFO : Epoch 1783 | loss: 0.0310243 | val_loss: 0.0312143 | Time: 1547.76 ms
[2021-12-27 16:09:12 main:574] : INFO : Epoch 1784 | loss: 0.0310262 | val_loss: 0.0312263 | Time: 1549.64 ms
[2021-12-27 16:09:13 main:574] : INFO : Epoch 1785 | loss: 0.031024 | val_loss: 0.0312089 | Time: 1552.2 ms
[2021-12-27 16:09:15 main:574] : INFO : Epoch 1786 | loss: 0.0310249 | val_loss: 0.031203 | Time: 1552.34 ms
[2021-12-27 16:09:17 main:574] : INFO : Epoch 1787 | loss: 0.0310287 | val_loss: 0.031218 | Time: 1549.07 ms
[2021-12-27 16:09:18 main:574] : INFO : Epoch 1788 | loss: 0.0310355 | val_loss: 0.031189 | Time: 1551.57 ms
[2021-12-27 16:09:20 main:574] : INFO : Epoch 1789 | loss: 0.0314598 | val_loss: 0.0315382 | Time: 1550.4 ms
[2021-12-27 16:09:21 main:574] : INFO : Epoch 1790 | loss: 0.0359845 | val_loss: 0.0321793 | Time: 1547.4 ms
[2021-12-27 16:09:23 main:574] : INFO : Epoch 1791 | loss: 0.0319838 | val_loss: 0.0314729 | Time: 1543.32 ms
[2021-12-27 16:09:24 main:574] : INFO : Epoch 1792 | loss: 0.0313158 | val_loss: 0.0312392 | Time: 1549.84 ms
[2021-12-27 16:09:26 main:574] : INFO : Epoch 1793 | loss: 0.0312316 | val_loss: 0.0312162 | Time: 1551.27 ms
[2021-12-27 16:09:27 main:574] : INFO : Epoch 1794 | loss: 0.0312107 | val_loss: 0.0312001 | Time: 1553.41 ms
[2021-12-27 16:09:29 main:574] : INFO : Epoch 1795 | loss: 0.031203 | val_loss: 0.0311962 | Time: 1546 ms
[2021-12-27 16:09:31 main:574] : INFO : Epoch 1796 | loss: 0.0311988 | val_loss: 0.0311925 | Time: 1551.89 ms
[2021-12-27 16:09:32 main:574] : INFO : Epoch 1797 | loss: 0.0311957 | val_loss: 0.0311898 | Time: 1547.78 ms
[2021-12-27 16:09:34 main:574] : INFO : Epoch 1798 | loss: 0.0311925 | val_loss: 0.0311875 | Time: 1549.45 ms
[2021-12-27 16:09:35 main:574] : INFO : Epoch 1799 | loss: 0.0311919 | val_loss: 0.0311877 | Time: 1545.51 ms
[2021-12-27 16:09:37 main:574] : INFO : Epoch 1800 | loss: 0.0311901 | val_loss: 0.0311846 | Time: 1547.17 ms
[2021-12-27 16:09:38 main:574] : INFO : Epoch 1801 | loss: 0.031188 | val_loss: 0.0311842 | Time: 1548.04 ms
[2021-12-27 16:09:40 main:574] : INFO : Epoch 1802 | loss: 0.0311879 | val_loss: 0.0311833 | Time: 1552.22 ms
[2021-12-27 16:09:41 main:574] : INFO : Epoch 1803 | loss: 0.031187 | val_loss: 0.0311826 | Time: 1552.14 ms
[2021-12-27 16:09:43 main:574] : INFO : Epoch 1804 | loss: 0.031186 | val_loss: 0.0311822 | Time: 1549.94 ms
[2021-12-27 16:09:44 main:574] : INFO : Epoch 1805 | loss: 0.0311847 | val_loss: 0.0311836 | Time: 1553.16 ms
[2021-12-27 16:09:46 main:574] : INFO : Epoch 1806 | loss: 0.0311858 | val_loss: 0.0311827 | Time: 1550.77 ms
[2021-12-27 16:09:48 main:574] : INFO : Epoch 1807 | loss: 0.0311836 | val_loss: 0.0311815 | Time: 1548.96 ms
[2021-12-27 16:09:49 main:574] : INFO : Epoch 1808 | loss: 0.0311835 | val_loss: 0.0311815 | Time: 1546.87 ms
[2021-12-27 16:09:51 main:574] : INFO : Epoch 1809 | loss: 0.0311825 | val_loss: 0.03118 | Time: 1551.38 ms
[2021-12-27 16:09:52 main:574] : INFO : Epoch 1810 | loss: 0.0311818 | val_loss: 0.0311791 | Time: 1551.76 ms
[2021-12-27 16:09:54 main:574] : INFO : Epoch 1811 | loss: 0.031181 | val_loss: 0.0311786 | Time: 1545.46 ms
[2021-12-27 16:09:55 main:574] : INFO : Epoch 1812 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 1551.04 ms
[2021-12-27 16:09:57 main:574] : INFO : Epoch 1813 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 1549.05 ms
[2021-12-27 16:09:58 main:574] : INFO : Epoch 1814 | loss: 0.0311787 | val_loss: 0.031177 | Time: 1545.98 ms
[2021-12-27 16:10:00 main:574] : INFO : Epoch 1815 | loss: 0.0311778 | val_loss: 0.0311756 | Time: 1549.58 ms
[2021-12-27 16:10:02 main:574] : INFO : Epoch 1816 | loss: 0.0311773 | val_loss: 0.031175 | Time: 1552.52 ms
[2021-12-27 16:10:03 main:574] : INFO : Epoch 1817 | loss: 0.0311767 | val_loss: 0.0311743 | Time: 1550.05 ms
[2021-12-27 16:10:05 main:574] : INFO : Epoch 1818 | loss: 0.0311767 | val_loss: 0.0311735 | Time: 1550.99 ms
[2021-12-27 16:10:06 main:574] : INFO : Epoch 1819 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 1548.14 ms
[2021-12-27 16:10:08 main:574] : INFO : Epoch 1820 | loss: 0.0311744 | val_loss: 0.0311728 | Time: 1549.92 ms
[2021-12-27 16:10:09 main:574] : INFO : Epoch 1821 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 1545.91 ms
[2021-12-27 16:10:11 main:574] : INFO : Epoch 1822 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 1550.81 ms
[2021-12-27 16:10:12 main:574] : INFO : Epoch 1823 | loss: 0.031172 | val_loss: 0.0311713 | Time: 1546.46 ms
[2021-12-27 16:10:14 main:574] : INFO : Epoch 1824 | loss: 0.0311708 | val_loss: 0.0311714 | Time: 1551.15 ms
[2021-12-27 16:10:16 main:574] : INFO : Epoch 1825 | loss: 0.0311701 | val_loss: 0.0311704 | Time: 1548.64 ms
[2021-12-27 16:10:17 main:574] : INFO : Epoch 1826 | loss: 0.0311699 | val_loss: 0.0311701 | Time: 1547.23 ms
[2021-12-27 16:10:19 main:574] : INFO : Epoch 1827 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 1544.99 ms
[2021-12-27 16:10:20 main:574] : INFO : Epoch 1828 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 1554.01 ms
[2021-12-27 16:10:22 main:574] : INFO : Epoch 1829 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 1552.65 ms
[2021-12-27 16:10:23 main:574] : INFO : Epoch 1830 | loss: 0.0311689 | val_loss: 0.0311682 | Time: 1550.15 ms
[2021-12-27 16:10:25 main:574] : INFO : Epoch 1831 | loss: 0.0311675 | val_loss: 0.0311672 | Time: 1550.37 ms
[2021-12-27 16:10:26 main:574] : INFO : Epoch 1832 | loss: 0.031167 | val_loss: 0.031171 | Time: 1551.58 ms
[2021-12-27 16:10:28 main:574] : INFO : Epoch 1833 | loss: 0.0311669 | val_loss: 0.031167 | Time: 1550.77 ms
[2021-12-27 16:10:30 main:574] : INFO : Epoch 1834 | loss: 0.0311678 | val_loss: 0.0311672 | Time: 1551.6 ms
[2021-12-27 16:10:31 main:574] : INFO : Epoch 1835 | loss: 0.0311704 | val_loss: 0.031177 | Time: 1547.35 ms
[2021-12-27 16:10:33 main:574] : INFO : Epoch 1836 | loss: 0.0311851 | val_loss: 0.031182 | Time: 1549.1 ms
[2021-12-27 16:10:34 main:574] : INFO : Epoch 1837 | loss: 0.0311822 | val_loss: 0.031178 | Time: 1548.03 ms
[2021-12-27 16:10:36 main:574] : INFO : Epoch 1838 | loss: 0.0311781 | val_loss: 0.0311745 | Time: 1547.51 ms
[2021-12-27 16:10:37 main:574] : INFO : Epoch 1839 | loss: 0.0311755 | val_loss: 0.0311726 | Time: 1552.98 ms
[2021-12-27 16:10:39 main:574] : INFO : Epoch 1840 | loss: 0.0311733 | val_loss: 0.0311722 | Time: 1550.21 ms
[2021-12-27 16:10:40 main:574] : INFO : Epoch 1841 | loss: 0.0311724 | val_loss: 0.0311718 | Time: 1551.63 ms
[2021-12-27 16:10:42 main:574] : INFO : Epoch 1842 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 1548.86 ms
[2021-12-27 16:10:43 main:574] : INFO : Epoch 1843 | loss: 0.0311697 | val_loss: 0.031173 | Time: 1553.26 ms
[2021-12-27 16:10:45 main:574] : INFO : Epoch 1844 | loss: 0.0311689 | val_loss: 0.0311714 | Time: 1552.05 ms
[2021-12-27 16:10:47 main:574] : INFO : Epoch 1845 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 1551.07 ms
[2021-12-27 16:10:48 main:574] : INFO : Epoch 1846 | loss: 0.0311669 | val_loss: 0.0311706 | Time: 1549.85 ms
[2021-12-27 16:10:50 main:574] : INFO : Epoch 1847 | loss: 0.0311677 | val_loss: 0.03117 | Time: 1550.4 ms
[2021-12-27 16:10:51 main:574] : INFO : Epoch 1848 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 1552.57 ms
[2021-12-27 16:10:53 main:574] : INFO : Epoch 1849 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 1551.1 ms
[2021-12-27 16:10:54 main:574] : INFO : Epoch 1850 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 1550.86 ms
[2021-12-27 16:10:56 main:574] : INFO : Epoch 1851 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 1547.01 ms
[2021-12-27 16:10:57 main:574] : INFO : Epoch 1852 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 1549.01 ms
[2021-12-27 16:10:59 main:574] : INFO : Epoch 1853 | loss: 0.0311629 | val_loss: 0.0311697 | Time: 1549.68 ms
[2021-12-27 16:11:01 main:574] : INFO : Epoch 1854 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 1553.99 ms
[2021-12-27 16:11:02 main:574] : INFO : Epoch 1855 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 1549.75 ms
[2021-12-27 16:11:04 main:574] : INFO : Epoch 1856 | loss: 0.031162 | val_loss: 0.0311677 | Time: 1550.91 ms
[2021-12-27 16:11:05 main:574] : INFO : Epoch 1857 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 1546.15 ms
[2021-12-27 16:11:07 main:574] : INFO : Epoch 1858 | loss: 0.0311597 | val_loss: 0.0311689 | Time: 1551.79 ms
[2021-12-27 16:11:08 main:574] : INFO : Epoch 1859 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 1549.35 ms
[2021-12-27 16:11:10 main:574] : INFO : Epoch 1860 | loss: 0.0311589 | val_loss: 0.0311656 | Time: 1554.76 ms
[2021-12-27 16:11:11 main:574] : INFO : Epoch 1861 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 1552.62 ms
[2021-12-27 16:11:13 main:574] : INFO : Epoch 1862 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 1549.26 ms
[2021-12-27 16:11:15 main:574] : INFO : Epoch 1863 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1552.02 ms
[2021-12-27 16:11:16 main:574] : INFO : Epoch 1864 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 1548.84 ms
[2021-12-27 16:11:18 main:574] : INFO : Epoch 1865 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 1548.34 ms
[2021-12-27 16:11:19 main:574] : INFO : Epoch 1866 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 1551.42 ms
[2021-12-27 16:11:21 main:574] : INFO : Epoch 1867 | loss: 0.0311563 | val_loss: 0.0311637 | Time: 1551.53 ms
[2021-12-27 16:11:22 main:574] : INFO : Epoch 1868 | loss: 0.0311566 | val_loss: 0.0311632 | Time: 1549.19 ms
[2021-12-27 16:11:24 main:574] : INFO : Epoch 1869 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 1549.56 ms
[2021-12-27 16:11:25 main:574] : INFO : Epoch 1870 | loss: 0.0311758 | val_loss: 0.0311741 | Time: 1551.43 ms
[2021-12-27 16:11:27 main:574] : INFO : Epoch 1871 | loss: 0.031172 | val_loss: 0.0311721 | Time: 1546.87 ms
[2021-12-27 16:11:29 main:574] : INFO : Epoch 1872 | loss: 0.0311694 | val_loss: 0.0311701 | Time: 1550.42 ms
[2021-12-27 16:11:30 main:574] : INFO : Epoch 1873 | loss: 0.031167 | val_loss: 0.0311699 | Time: 1550.21 ms
[2021-12-27 16:11:32 main:574] : INFO : Epoch 1874 | loss: 0.0311662 | val_loss: 0.0311681 | Time: 1545.89 ms
[2021-12-27 16:11:33 main:574] : INFO : Epoch 1875 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 1547.46 ms
[2021-12-27 16:11:35 main:574] : INFO : Epoch 1876 | loss: 0.0311651 | val_loss: 0.031168 | Time: 1552.17 ms
[2021-12-27 16:11:36 main:574] : INFO : Epoch 1877 | loss: 0.0311637 | val_loss: 0.031167 | Time: 1548.17 ms
[2021-12-27 16:11:38 main:574] : INFO : Epoch 1878 | loss: 0.0311625 | val_loss: 0.0311679 | Time: 1548.4 ms
[2021-12-27 16:11:39 main:574] : INFO : Epoch 1879 | loss: 0.0311637 | val_loss: 0.0311669 | Time: 1551.2 ms
[2021-12-27 16:11:41 main:574] : INFO : Epoch 1880 | loss: 0.0311621 | val_loss: 0.031166 | Time: 1553.41 ms
[2021-12-27 16:11:42 main:574] : INFO : Epoch 1881 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 1545.26 ms
[2021-12-27 16:11:44 main:574] : INFO : Epoch 1882 | loss: 0.0311619 | val_loss: 0.0311662 | Time: 1545.41 ms
[2021-12-27 16:11:46 main:574] : INFO : Epoch 1883 | loss: 0.0311605 | val_loss: 0.0311665 | Time: 1549.2 ms
[2021-12-27 16:11:47 main:574] : INFO : Epoch 1884 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 1549.09 ms
[2021-12-27 16:11:49 main:574] : INFO : Epoch 1885 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 1549.86 ms
[2021-12-27 16:11:50 main:574] : INFO : Epoch 1886 | loss: 0.0311593 | val_loss: 0.031167 | Time: 1545.74 ms
[2021-12-27 16:11:52 main:574] : INFO : Epoch 1887 | loss: 0.0311593 | val_loss: 0.0311688 | Time: 1547.74 ms
[2021-12-27 16:11:53 main:574] : INFO : Epoch 1888 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 1548.06 ms
[2021-12-27 16:11:55 main:574] : INFO : Epoch 1889 | loss: 0.0311591 | val_loss: 0.031169 | Time: 1549.51 ms
[2021-12-27 16:11:56 main:574] : INFO : Epoch 1890 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1545.66 ms
[2021-12-27 16:11:58 main:574] : INFO : Epoch 1891 | loss: 0.0311572 | val_loss: 0.0311662 | Time: 1551.54 ms
[2021-12-27 16:12:00 main:574] : INFO : Epoch 1892 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 1544.14 ms
[2021-12-27 16:12:01 main:574] : INFO : Epoch 1893 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 1552.84 ms
[2021-12-27 16:12:03 main:574] : INFO : Epoch 1894 | loss: 0.0311557 | val_loss: 0.0311663 | Time: 1588.88 ms
[2021-12-27 16:12:04 main:574] : INFO : Epoch 1895 | loss: 0.0311581 | val_loss: 0.031172 | Time: 1552.95 ms
[2021-12-27 16:12:06 main:574] : INFO : Epoch 1896 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 1650.66 ms
[2021-12-27 16:12:08 main:574] : INFO : Epoch 1897 | loss: 0.0311545 | val_loss: 0.0311674 | Time: 1651.69 ms
[2021-12-27 16:12:09 main:574] : INFO : Epoch 1898 | loss: 0.031154 | val_loss: 0.0311659 | Time: 1631.49 ms
[2021-12-27 16:12:11 main:574] : INFO : Epoch 1899 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 1623.52 ms
[2021-12-27 16:12:12 main:574] : INFO : Epoch 1900 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 1625.69 ms
[2021-12-27 16:12:14 main:574] : INFO : Epoch 1901 | loss: 0.0311528 | val_loss: 0.0311672 | Time: 1614.01 ms
[2021-12-27 16:12:16 main:574] : INFO : Epoch 1902 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 1607.26 ms
[2021-12-27 16:12:17 main:574] : INFO : Epoch 1903 | loss: 0.0311525 | val_loss: 0.0311626 | Time: 1612.38 ms
[2021-12-27 16:12:19 main:574] : INFO : Epoch 1904 | loss: 0.0311522 | val_loss: 0.0311635 | Time: 1609.19 ms
[2021-12-27 16:12:21 main:574] : INFO : Epoch 1905 | loss: 0.0311517 | val_loss: 0.0311606 | Time: 1617.79 ms
[2021-12-27 16:12:22 main:574] : INFO : Epoch 1906 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 1612.45 ms
[2021-12-27 16:12:24 main:574] : INFO : Epoch 1907 | loss: 0.0311524 | val_loss: 0.0311594 | Time: 1618.17 ms
[2021-12-27 16:12:25 main:574] : INFO : Epoch 1908 | loss: 0.0311514 | val_loss: 0.0311607 | Time: 1613.53 ms
[2021-12-27 16:12:27 main:574] : INFO : Epoch 1909 | loss: 0.0311508 | val_loss: 0.031161 | Time: 1611.72 ms
[2021-12-27 16:12:29 main:574] : INFO : Epoch 1910 | loss: 0.0311519 | val_loss: 0.0311617 | Time: 1611.3 ms
[2021-12-27 16:12:30 main:574] : INFO : Epoch 1911 | loss: 0.0311504 | val_loss: 0.0311602 | Time: 1613.33 ms
[2021-12-27 16:12:32 main:574] : INFO : Epoch 1912 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 1612.08 ms
[2021-12-27 16:12:33 main:574] : INFO : Epoch 1913 | loss: 0.0311484 | val_loss: 0.0311617 | Time: 1614.18 ms
[2021-12-27 16:12:35 main:574] : INFO : Epoch 1914 | loss: 0.0311482 | val_loss: 0.0311597 | Time: 1613.17 ms
[2021-12-27 16:12:37 main:574] : INFO : Epoch 1915 | loss: 0.0311483 | val_loss: 0.0311598 | Time: 1613.84 ms
[2021-12-27 16:12:38 main:574] : INFO : Epoch 1916 | loss: 0.0311473 | val_loss: 0.0311607 | Time: 1614.99 ms
[2021-12-27 16:12:40 main:574] : INFO : Epoch 1917 | loss: 0.0311477 | val_loss: 0.0311614 | Time: 1615.7 ms
[2021-12-27 16:12:42 main:574] : INFO : Epoch 1918 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 1612.84 ms
[2021-12-27 16:12:43 main:574] : INFO : Epoch 1919 | loss: 0.0311468 | val_loss: 0.0311618 | Time: 1613.64 ms
[2021-12-27 16:12:45 main:574] : INFO : Epoch 1920 | loss: 0.0311473 | val_loss: 0.0311646 | Time: 1615.56 ms
[2021-12-27 16:12:46 main:574] : INFO : Epoch 1921 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 1613.58 ms
[2021-12-27 16:12:48 main:574] : INFO : Epoch 1922 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 1614.67 ms
[2021-12-27 16:12:50 main:574] : INFO : Epoch 1923 | loss: 0.0311451 | val_loss: 0.0311629 | Time: 1615.53 ms
[2021-12-27 16:12:51 main:574] : INFO : Epoch 1924 | loss: 0.0311462 | val_loss: 0.0311621 | Time: 1615.19 ms
[2021-12-27 16:12:53 main:574] : INFO : Epoch 1925 | loss: 0.031145 | val_loss: 0.0311638 | Time: 1614.61 ms
[2021-12-27 16:12:54 main:574] : INFO : Epoch 1926 | loss: 0.0311446 | val_loss: 0.03116 | Time: 1609.69 ms
[2021-12-27 16:12:56 main:574] : INFO : Epoch 1927 | loss: 0.0311438 | val_loss: 0.0311594 | Time: 1611.35 ms
[2021-12-27 16:12:58 main:574] : INFO : Epoch 1928 | loss: 0.0311448 | val_loss: 0.0311607 | Time: 1614.25 ms
[2021-12-27 16:12:59 main:574] : INFO : Epoch 1929 | loss: 0.0311444 | val_loss: 0.0311626 | Time: 1609.95 ms
[2021-12-27 16:13:01 main:574] : INFO : Epoch 1930 | loss: 0.0311439 | val_loss: 0.0311605 | Time: 1615.24 ms
[2021-12-27 16:13:03 main:574] : INFO : Epoch 1931 | loss: 0.0311432 | val_loss: 0.0311604 | Time: 1614.57 ms
[2021-12-27 16:13:04 main:574] : INFO : Epoch 1932 | loss: 0.0311437 | val_loss: 0.0311577 | Time: 1613.29 ms
[2021-12-27 16:13:06 main:574] : INFO : Epoch 1933 | loss: 0.031142 | val_loss: 0.031158 | Time: 1611.15 ms
[2021-12-27 16:13:07 main:574] : INFO : Epoch 1934 | loss: 0.0311425 | val_loss: 0.0311577 | Time: 1613.46 ms
[2021-12-27 16:13:09 main:574] : INFO : Epoch 1935 | loss: 0.0311423 | val_loss: 0.031162 | Time: 1611.89 ms
[2021-12-27 16:13:11 main:574] : INFO : Epoch 1936 | loss: 0.031143 | val_loss: 0.0311566 | Time: 1615.39 ms
[2021-12-27 16:13:12 main:574] : INFO : Epoch 1937 | loss: 0.0311448 | val_loss: 0.031157 | Time: 1613.93 ms
[2021-12-27 16:13:14 main:574] : INFO : Epoch 1938 | loss: 0.0311439 | val_loss: 0.0311548 | Time: 1657.91 ms
[2021-12-27 16:13:16 main:574] : INFO : Epoch 1939 | loss: 0.0311421 | val_loss: 0.0311571 | Time: 1646.35 ms
[2021-12-27 16:13:17 main:574] : INFO : Epoch 1940 | loss: 0.031141 | val_loss: 0.031156 | Time: 1635.58 ms
[2021-12-27 16:13:19 main:574] : INFO : Epoch 1941 | loss: 0.031141 | val_loss: 0.0311573 | Time: 1625.23 ms
[2021-12-27 16:13:20 main:574] : INFO : Epoch 1942 | loss: 0.0311397 | val_loss: 0.0311559 | Time: 1640.02 ms
[2021-12-27 16:13:22 main:574] : INFO : Epoch 1943 | loss: 0.0311394 | val_loss: 0.0311591 | Time: 1653.05 ms
[2021-12-27 16:13:24 main:574] : INFO : Epoch 1944 | loss: 0.0311416 | val_loss: 0.0311565 | Time: 1663.8 ms
[2021-12-27 16:13:25 main:574] : INFO : Epoch 1945 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 1641.27 ms
[2021-12-27 16:13:27 main:574] : INFO : Epoch 1946 | loss: 0.031138 | val_loss: 0.0311557 | Time: 1624.93 ms
[2021-12-27 16:13:29 main:574] : INFO : Epoch 1947 | loss: 0.0311382 | val_loss: 0.0311568 | Time: 1625.72 ms
[2021-12-27 16:13:30 main:574] : INFO : Epoch 1948 | loss: 0.031138 | val_loss: 0.0311558 | Time: 1631.43 ms
[2021-12-27 16:13:32 main:574] : INFO : Epoch 1949 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 1657 ms
[2021-12-27 16:13:34 main:574] : INFO : Epoch 1950 | loss: 0.0311361 | val_loss: 0.0311612 | Time: 1618.12 ms
[2021-12-27 16:13:35 main:574] : INFO : Epoch 1951 | loss: 0.0311389 | val_loss: 0.0311562 | Time: 1615.97 ms
[2021-12-27 16:13:37 main:574] : INFO : Epoch 1952 | loss: 0.0311378 | val_loss: 0.0311619 | Time: 1644.82 ms
[2021-12-27 16:13:38 main:574] : INFO : Epoch 1953 | loss: 0.0311401 | val_loss: 0.0311581 | Time: 1634.68 ms
[2021-12-27 16:13:40 main:574] : INFO : Epoch 1954 | loss: 0.0311408 | val_loss: 0.0311612 | Time: 1621.09 ms
[2021-12-27 16:13:42 main:574] : INFO : Epoch 1955 | loss: 0.0311401 | val_loss: 0.0311627 | Time: 1621.74 ms
[2021-12-27 16:13:43 main:574] : INFO : Epoch 1956 | loss: 0.0311388 | val_loss: 0.0311551 | Time: 1615.82 ms
[2021-12-27 16:13:45 main:574] : INFO : Epoch 1957 | loss: 0.031138 | val_loss: 0.0311583 | Time: 1612.15 ms
[2021-12-27 16:13:47 main:574] : INFO : Epoch 1958 | loss: 0.0311357 | val_loss: 0.0311545 | Time: 1657.8 ms
[2021-12-27 16:13:48 main:574] : INFO : Epoch 1959 | loss: 0.0311366 | val_loss: 0.031153 | Time: 1632.6 ms
[2021-12-27 16:13:50 main:574] : INFO : Epoch 1960 | loss: 0.0311344 | val_loss: 0.0311566 | Time: 1624.87 ms
[2021-12-27 16:13:52 main:574] : INFO : Epoch 1961 | loss: 0.0311332 | val_loss: 0.0311563 | Time: 1633.15 ms
[2021-12-27 16:13:53 main:574] : INFO : Epoch 1962 | loss: 0.0311342 | val_loss: 0.03116 | Time: 1639.54 ms
[2021-12-27 16:13:55 main:574] : INFO : Epoch 1963 | loss: 0.0311327 | val_loss: 0.0311577 | Time: 1628.48 ms
[2021-12-27 16:13:56 main:574] : INFO : Epoch 1964 | loss: 0.0311335 | val_loss: 0.0311642 | Time: 1637.07 ms
[2021-12-27 16:13:58 main:574] : INFO : Epoch 1965 | loss: 0.0311331 | val_loss: 0.0311557 | Time: 1617.43 ms
[2021-12-27 16:14:00 main:574] : INFO : Epoch 1966 | loss: 0.0311306 | val_loss: 0.0311581 | Time: 1617.13 ms
[2021-12-27 16:14:01 main:574] : INFO : Epoch 1967 | loss: 0.0311315 | val_loss: 0.0311556 | Time: 1639.86 ms
[2021-12-27 16:14:03 main:574] : INFO : Epoch 1968 | loss: 0.0311321 | val_loss: 0.0311697 | Time: 1742.36 ms
[2021-12-27 16:14:05 main:574] : INFO : Epoch 1969 | loss: 0.0311338 | val_loss: 0.0311599 | Time: 1755.69 ms
[2021-12-27 16:14:07 main:574] : INFO : Epoch 1970 | loss: 0.031133 | val_loss: 0.0311564 | Time: 1740.3 ms
[2021-12-27 16:14:08 main:574] : INFO : Epoch 1971 | loss: 0.0311309 | val_loss: 0.0311577 | Time: 1765.21 ms
[2021-12-27 16:14:10 main:574] : INFO : Epoch 1972 | loss: 0.0311318 | val_loss: 0.0311634 | Time: 1743.14 ms
[2021-12-27 16:14:12 main:574] : INFO : Epoch 1973 | loss: 0.0311353 | val_loss: 0.0311585 | Time: 1776.66 ms
[2021-12-27 16:14:14 main:574] : INFO : Epoch 1974 | loss: 0.0311353 | val_loss: 0.0311575 | Time: 1777.83 ms
[2021-12-27 16:14:15 main:574] : INFO : Epoch 1975 | loss: 0.0311317 | val_loss: 0.031163 | Time: 1790.41 ms
[2021-12-27 16:14:17 main:574] : INFO : Epoch 1976 | loss: 0.0311419 | val_loss: 0.0311572 | Time: 1813.27 ms
[2021-12-27 16:14:19 main:574] : INFO : Epoch 1977 | loss: 0.0311394 | val_loss: 0.0311541 | Time: 1715.19 ms
[2021-12-27 16:14:21 main:574] : INFO : Epoch 1978 | loss: 0.0311366 | val_loss: 0.0311625 | Time: 1702.06 ms
[2021-12-27 16:14:22 main:574] : INFO : Epoch 1979 | loss: 0.0311359 | val_loss: 0.031154 | Time: 1710.93 ms
[2021-12-27 16:14:24 main:574] : INFO : Epoch 1980 | loss: 0.0311327 | val_loss: 0.0311588 | Time: 1702.08 ms
[2021-12-27 16:14:26 main:574] : INFO : Epoch 1981 | loss: 0.0311364 | val_loss: 0.0311576 | Time: 1702.65 ms
[2021-12-27 16:14:28 main:574] : INFO : Epoch 1982 | loss: 0.0311345 | val_loss: 0.0311532 | Time: 1702.26 ms
[2021-12-27 16:14:29 main:574] : INFO : Epoch 1983 | loss: 0.0311291 | val_loss: 0.031154 | Time: 1701.04 ms
[2021-12-27 16:14:31 main:574] : INFO : Epoch 1984 | loss: 0.0311314 | val_loss: 0.0311527 | Time: 1765.1 ms
[2021-12-27 16:14:33 main:574] : INFO : Epoch 1985 | loss: 0.0311296 | val_loss: 0.0311543 | Time: 1789.93 ms
[2021-12-27 16:14:35 main:574] : INFO : Epoch 1986 | loss: 0.0311278 | val_loss: 0.0311541 | Time: 1758.81 ms
[2021-12-27 16:14:36 main:574] : INFO : Epoch 1987 | loss: 0.0311289 | val_loss: 0.0311552 | Time: 1787.13 ms
[2021-12-27 16:14:38 main:574] : INFO : Epoch 1988 | loss: 0.0311288 | val_loss: 0.0311562 | Time: 1772.4 ms
[2021-12-27 16:14:40 main:574] : INFO : Epoch 1989 | loss: 0.0311267 | val_loss: 0.0311546 | Time: 1702.97 ms
[2021-12-27 16:14:42 main:574] : INFO : Epoch 1990 | loss: 0.0311348 | val_loss: 0.0311576 | Time: 1700.16 ms
[2021-12-27 16:14:43 main:574] : INFO : Epoch 1991 | loss: 0.0311347 | val_loss: 0.0311563 | Time: 1702.48 ms
[2021-12-27 16:14:45 main:574] : INFO : Epoch 1992 | loss: 0.0311313 | val_loss: 0.0311552 | Time: 1706.78 ms
[2021-12-27 16:14:47 main:574] : INFO : Epoch 1993 | loss: 0.0311289 | val_loss: 0.0311546 | Time: 1704.27 ms
[2021-12-27 16:14:48 main:574] : INFO : Epoch 1994 | loss: 0.0311295 | val_loss: 0.031159 | Time: 1700.94 ms
[2021-12-27 16:14:50 main:574] : INFO : Epoch 1995 | loss: 0.0311294 | val_loss: 0.031153 | Time: 1698.75 ms
[2021-12-27 16:14:52 main:574] : INFO : Epoch 1996 | loss: 0.0311298 | val_loss: 0.0311585 | Time: 1696.92 ms
[2021-12-27 16:14:53 main:574] : INFO : Epoch 1997 | loss: 0.031128 | val_loss: 0.0311576 | Time: 1699.52 ms
[2021-12-27 16:14:55 main:574] : INFO : Epoch 1998 | loss: 0.0311255 | val_loss: 0.031159 | Time: 1702.12 ms
[2021-12-27 16:14:57 main:574] : INFO : Epoch 1999 | loss: 0.0311265 | val_loss: 0.0311575 | Time: 1696.27 ms
[2021-12-27 16:14:59 main:574] : INFO : Epoch 2000 | loss: 0.031126 | val_loss: 0.0311553 | Time: 1699.35 ms
[2021-12-27 16:15:00 main:574] : INFO : Epoch 2001 | loss: 0.03113 | val_loss: 0.0311538 | Time: 1700.09 ms
[2021-12-27 16:15:02 main:574] : INFO : Epoch 2002 | loss: 0.0311298 | val_loss: 0.0311651 | Time: 1701.55 ms
[2021-12-27 16:15:04 main:574] : INFO : Epoch 2003 | loss: 0.0311316 | val_loss: 0.0311578 | Time: 1702.81 ms
[2021-12-27 16:15:05 main:574] : INFO : Epoch 2004 | loss: 0.0311269 | val_loss: 0.0311522 | Time: 1704.13 ms
[2021-12-27 16:15:07 main:574] : INFO : Epoch 2005 | loss: 0.0311259 | val_loss: 0.0311552 | Time: 1701.07 ms
[2021-12-27 16:15:09 main:574] : INFO : Epoch 2006 | loss: 0.0311233 | val_loss: 0.0311532 | Time: 1701.97 ms
[2021-12-27 16:15:10 main:574] : INFO : Epoch 2007 | loss: 0.0311238 | val_loss: 0.0311532 | Time: 1698.87 ms
[2021-12-27 16:15:12 main:574] : INFO : Epoch 2008 | loss: 0.0311257 | val_loss: 0.0311575 | Time: 1704.82 ms
[2021-12-27 16:15:14 main:574] : INFO : Epoch 2009 | loss: 0.0311234 | val_loss: 0.0311586 | Time: 1700.14 ms
[2021-12-27 16:15:16 main:574] : INFO : Epoch 2010 | loss: 0.031122 | val_loss: 0.0311551 | Time: 1697.31 ms
[2021-12-27 16:15:17 main:574] : INFO : Epoch 2011 | loss: 0.0311234 | val_loss: 0.0311567 | Time: 1696.48 ms
[2021-12-27 16:15:19 main:574] : INFO : Epoch 2012 | loss: 0.0311223 | val_loss: 0.0311581 | Time: 1697.96 ms
[2021-12-27 16:15:21 main:574] : INFO : Epoch 2013 | loss: 0.0311223 | val_loss: 0.0311593 | Time: 1705.26 ms
[2021-12-27 16:15:22 main:574] : INFO : Epoch 2014 | loss: 0.0311219 | val_loss: 0.0311619 | Time: 1698.37 ms
[2021-12-27 16:15:24 main:574] : INFO : Epoch 2015 | loss: 0.0311202 | val_loss: 0.0311597 | Time: 1701.57 ms
[2021-12-27 16:15:26 main:574] : INFO : Epoch 2016 | loss: 0.0311173 | val_loss: 0.0311552 | Time: 1700.87 ms
[2021-12-27 16:15:28 main:574] : INFO : Epoch 2017 | loss: 0.031118 | val_loss: 0.0311602 | Time: 1701.8 ms
[2021-12-27 16:15:29 main:574] : INFO : Epoch 2018 | loss: 0.031121 | val_loss: 0.0311542 | Time: 1696.47 ms
[2021-12-27 16:15:31 main:574] : INFO : Epoch 2019 | loss: 0.0311228 | val_loss: 0.0311618 | Time: 1697.18 ms
[2021-12-27 16:15:33 main:574] : INFO : Epoch 2020 | loss: 0.0311285 | val_loss: 0.0311511 | Time: 1700.78 ms
[2021-12-27 16:15:34 main:574] : INFO : Epoch 2021 | loss: 0.0311252 | val_loss: 0.0311611 | Time: 1702.94 ms
[2021-12-27 16:15:36 main:574] : INFO : Epoch 2022 | loss: 0.031126 | val_loss: 0.0311523 | Time: 1698.95 ms
[2021-12-27 16:15:38 main:574] : INFO : Epoch 2023 | loss: 0.0311246 | val_loss: 0.0311508 | Time: 1700.52 ms
[2021-12-27 16:15:39 main:574] : INFO : Epoch 2024 | loss: 0.031125 | val_loss: 0.0311586 | Time: 1702.72 ms
[2021-12-27 16:15:41 main:574] : INFO : Epoch 2025 | loss: 0.0311263 | val_loss: 0.0311515 | Time: 1699.17 ms
[2021-12-27 16:15:43 main:574] : INFO : Epoch 2026 | loss: 0.031126 | val_loss: 0.0311553 | Time: 1699.86 ms
[2021-12-27 16:15:45 main:574] : INFO : Epoch 2027 | loss: 0.031127 | val_loss: 0.0311603 | Time: 1701.83 ms
[2021-12-27 16:15:46 main:574] : INFO : Epoch 2028 | loss: 0.0311333 | val_loss: 0.0311537 | Time: 1699.72 ms
[2021-12-27 16:15:48 main:574] : INFO : Epoch 2029 | loss: 0.0311336 | val_loss: 0.0311508 | Time: 1705.49 ms
[2021-12-27 16:15:50 main:574] : INFO : Epoch 2030 | loss: 0.0311306 | val_loss: 0.0311493 | Time: 1704.56 ms
[2021-12-27 16:15:51 main:574] : INFO : Epoch 2031 | loss: 0.031129 | val_loss: 0.0311463 | Time: 1698.54 ms
[2021-12-27 16:15:53 main:574] : INFO : Epoch 2032 | loss: 0.0311265 | val_loss: 0.0311481 | Time: 1701.42 ms
[2021-12-27 16:15:55 main:574] : INFO : Epoch 2033 | loss: 0.0311252 | val_loss: 0.0311513 | Time: 1701.39 ms
[2021-12-27 16:15:56 main:574] : INFO : Epoch 2034 | loss: 0.0311268 | val_loss: 0.0311476 | Time: 1700.59 ms
[2021-12-27 16:15:58 main:574] : INFO : Epoch 2035 | loss: 0.0311252 | val_loss: 0.0311542 | Time: 1701.67 ms
[2021-12-27 16:16:00 main:574] : INFO : Epoch 2036 | loss: 0.0311258 | val_loss: 0.0311494 | Time: 1700.59 ms
[2021-12-27 16:16:02 main:574] : INFO : Epoch 2037 | loss: 0.0311249 | val_loss: 0.0311461 | Time: 1697.15 ms
[2021-12-27 16:16:03 main:574] : INFO : Epoch 2038 | loss: 0.0311245 | val_loss: 0.0311488 | Time: 1696.06 ms
[2021-12-27 16:16:05 main:574] : INFO : Epoch 2039 | loss: 0.0311294 | val_loss: 0.0311539 | Time: 1697.87 ms
[2021-12-27 16:16:07 main:574] : INFO : Epoch 2040 | loss: 0.0311313 | val_loss: 0.0311583 | Time: 1705.94 ms
[2021-12-27 16:16:08 main:574] : INFO : Epoch 2041 | loss: 0.0311298 | val_loss: 0.031147 | Time: 1698.07 ms
[2021-12-27 16:16:10 main:574] : INFO : Epoch 2042 | loss: 0.031125 | val_loss: 0.0311507 | Time: 1701.54 ms
[2021-12-27 16:16:12 main:574] : INFO : Epoch 2043 | loss: 0.0311241 | val_loss: 0.0311535 | Time: 1697.37 ms
[2021-12-27 16:16:13 main:574] : INFO : Epoch 2044 | loss: 0.0311238 | val_loss: 0.0311527 | Time: 1701.11 ms
[2021-12-27 16:16:15 main:574] : INFO : Epoch 2045 | loss: 0.0311208 | val_loss: 0.0311564 | Time: 1700.75 ms
[2021-12-27 16:16:17 main:574] : INFO : Epoch 2046 | loss: 0.0311229 | val_loss: 0.0311532 | Time: 1704.69 ms
[2021-12-27 16:16:19 main:574] : INFO : Epoch 2047 | loss: 0.0311187 | val_loss: 0.0311493 | Time: 1696.91 ms
[2021-12-27 16:16:20 main:574] : INFO : Epoch 2048 | loss: 0.0311183 | val_loss: 0.031152 | Time: 1708.35 ms
[2021-12-27 16:16:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031152
[2021-12-27 16:16:20 main:603] : INFO : Saving end state to config to file
[2021-12-27 16:16:20 main:608] : INFO : Success, exiting..
16:16:20 (7432): 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)