Task 7642713
| Name | ParityModified-1631730253-19547-3_0 |
| Workunit | 5295479 |
| Created | 27 Sep 2021, 8:58:57 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 10:21:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 49 min 26 sec |
| CPU time | 49 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311146 | val_loss: 0.0311376 | Time: 1544.39 ms [2021-10-04 12:09:06 main:581] : INFO : Epoch 1539 | loss: 0.0311151 | val_loss: 0.0311378 | Time: 1432.51 ms [2021-10-04 12:09:07 main:581] : INFO : Epoch 1540 | loss: 0.0311141 | val_loss: 0.0311379 | Time: 1426.39 ms [2021-10-04 12:09:09 main:581] : INFO : Epoch 1541 | loss: 0.0311157 | val_loss: 0.0311427 | Time: 1474.44 ms [2021-10-04 12:09:10 main:581] : INFO : Epoch 1542 | loss: 0.0311199 | val_loss: 0.0311377 | Time: 1436.12 ms [2021-10-04 12:09:12 main:581] : INFO : Epoch 1543 | loss: 0.0311188 | val_loss: 0.0311359 | Time: 1434.1 ms [2021-10-04 12:09:13 main:581] : INFO : Epoch 1544 | loss: 0.0311173 | val_loss: 0.0311375 | Time: 1440.27 ms [2021-10-04 12:09:15 main:581] : INFO : Epoch 1545 | loss: 0.0311174 | val_loss: 0.0311387 | Time: 1422.4 ms [2021-10-04 12:09:16 main:581] : INFO : Epoch 1546 | loss: 0.0311183 | val_loss: 0.031137 | Time: 1423.68 ms [2021-10-04 12:09:17 main:581] : INFO : Epoch 1547 | loss: 0.0311154 | val_loss: 0.0311406 | Time: 1428.24 ms [2021-10-04 12:09:19 main:581] : INFO : Epoch 1548 | loss: 0.0311157 | val_loss: 0.0311376 | Time: 1426.05 ms [2021-10-04 12:09:20 main:581] : INFO : Epoch 1549 | loss: 0.0311188 | val_loss: 0.0311301 | Time: 1426.98 ms [2021-10-04 12:09:22 main:581] : INFO : Epoch 1550 | loss: 0.0311136 | val_loss: 0.0311332 | Time: 1423.68 ms [2021-10-04 12:09:23 main:581] : INFO : Epoch 1551 | loss: 0.0311112 | val_loss: 0.0311333 | Time: 1466.53 ms [2021-10-04 12:09:25 main:581] : INFO : Epoch 1552 | loss: 0.031111 | val_loss: 0.0311337 | Time: 1431.15 ms [2021-10-04 12:09:26 main:581] : INFO : Epoch 1553 | loss: 0.0311126 | val_loss: 0.0311371 | Time: 1427.1 ms [2021-10-04 12:09:28 main:581] : INFO : Epoch 1554 | loss: 0.0311101 | val_loss: 0.031138 | Time: 1424.1 ms [2021-10-04 12:09:29 main:581] : INFO : Epoch 1555 | loss: 0.03111 | val_loss: 0.0311337 | Time: 1446.64 ms [2021-10-04 12:09:30 main:581] : INFO : Epoch 1556 | loss: 0.0311099 | val_loss: 0.0311326 | Time: 1464.63 ms [2021-10-04 12:09:32 main:581] : INFO : Epoch 1557 | loss: 0.0311131 | val_loss: 0.0311403 | Time: 1435.66 ms [2021-10-04 12:09:33 main:581] : INFO : Epoch 1558 | loss: 0.0311166 | val_loss: 0.0311332 | Time: 1441.56 ms [2021-10-04 12:09:35 main:581] : INFO : Epoch 1559 | loss: 0.0311145 | val_loss: 0.0311344 | Time: 1436.82 ms [2021-10-04 12:09:36 main:581] : INFO : Epoch 1560 | loss: 0.0311115 | val_loss: 0.0311336 | Time: 1428.68 ms [2021-10-04 12:09:38 main:581] : INFO : Epoch 1561 | loss: 0.0311115 | val_loss: 0.0311372 | Time: 1438.35 ms [2021-10-04 12:09:39 main:581] : INFO : Epoch 1562 | loss: 0.0311134 | val_loss: 0.031136 | Time: 1432.18 ms [2021-10-04 12:09:41 main:581] : INFO : Epoch 1563 | loss: 0.0311129 | val_loss: 0.0311332 | Time: 1479.32 ms [2021-10-04 12:09:42 main:581] : INFO : Epoch 1564 | loss: 0.0311121 | val_loss: 0.0311325 | Time: 1421.76 ms [2021-10-04 12:09:43 main:581] : INFO : Epoch 1565 | loss: 0.0311109 | val_loss: 0.0311342 | Time: 1423.31 ms [2021-10-04 12:09:45 main:581] : INFO : Epoch 1566 | loss: 0.0311103 | val_loss: 0.0311345 | Time: 1427.03 ms [2021-10-04 12:09:46 main:581] : INFO : Epoch 1567 | loss: 0.0311126 | val_loss: 0.0311414 | Time: 1421.23 ms [2021-10-04 12:09:48 main:581] : INFO : Epoch 1568 | loss: 0.031113 | val_loss: 0.0311345 | Time: 1421.37 ms [2021-10-04 12:09:49 main:581] : INFO : Epoch 1569 | loss: 0.0311192 | val_loss: 0.0311533 | Time: 1417.07 ms [2021-10-04 12:09:50 main:581] : INFO : Epoch 1570 | loss: 0.0311345 | val_loss: 0.0311391 | Time: 1419.67 ms [2021-10-04 12:09:52 main:581] : INFO : Epoch 1571 | loss: 0.0311248 | val_loss: 0.0311359 | Time: 1423.12 ms [2021-10-04 12:09:53 main:581] : INFO : Epoch 1572 | loss: 0.0311171 | val_loss: 0.0311363 | Time: 1493.14 ms [2021-10-04 12:09:55 main:581] : INFO : Epoch 1573 | loss: 0.0311146 | val_loss: 0.0311322 | Time: 1504.26 ms [2021-10-04 12:09:56 main:581] : INFO : Epoch 1574 | loss: 0.0311144 | val_loss: 0.0311338 | Time: 1424.67 ms [2021-10-04 12:09:58 main:581] : INFO : Epoch 1575 | loss: 0.0311141 | val_loss: 0.0311369 | Time: 1450.93 ms [2021-10-04 12:09:59 main:581] : INFO : Epoch 1576 | loss: 0.0311172 | val_loss: 0.031134 | Time: 1419.09 ms [2021-10-04 12:10:01 main:581] : INFO : Epoch 1577 | loss: 0.0311147 | val_loss: 0.0311354 | Time: 1416.28 ms [2021-10-04 12:10:02 main:581] : INFO : Epoch 1578 | loss: 0.0311154 | val_loss: 0.0311357 | Time: 1454.3 ms [2021-10-04 12:10:04 main:581] : INFO : Epoch 1579 | loss: 0.0311126 | val_loss: 0.0311359 | Time: 1501.93 ms [2021-10-04 12:10:05 main:581] : INFO : Epoch 1580 | loss: 0.0311104 | val_loss: 0.0311361 | Time: 1439.25 ms [2021-10-04 12:10:06 main:581] : INFO : Epoch 1581 | loss: 0.0311101 | val_loss: 0.0311383 | Time: 1439.88 ms [2021-10-04 12:10:08 main:581] : INFO : Epoch 1582 | loss: 0.0311115 | val_loss: 0.0311368 | Time: 1432.89 ms [2021-10-04 12:10:09 main:581] : INFO : Epoch 1583 | loss: 0.0311094 | val_loss: 0.031136 | Time: 1427.89 ms [2021-10-04 12:10:11 main:581] : INFO : Epoch 1584 | loss: 0.0311081 | val_loss: 0.0311375 | Time: 1426.94 ms [2021-10-04 12:10:12 main:581] : INFO : Epoch 1585 | loss: 0.0311102 | val_loss: 0.0311334 | Time: 1449.44 ms [2021-10-04 12:10:14 main:581] : INFO : Epoch 1586 | loss: 0.0311086 | val_loss: 0.0311338 | Time: 1424.31 ms [2021-10-04 12:10:15 main:581] : INFO : Epoch 1587 | loss: 0.0311092 | val_loss: 0.0311367 | Time: 1459.43 ms [2021-10-04 12:10:17 main:581] : INFO : Epoch 1588 | loss: 0.0311123 | val_loss: 0.0311522 | Time: 1449.87 ms [2021-10-04 12:10:18 main:581] : INFO : Epoch 1589 | loss: 0.0311165 | val_loss: 0.0311346 | Time: 1417.12 ms [2021-10-04 12:10:20 main:581] : INFO : Epoch 1590 | loss: 0.0311117 | val_loss: 0.0311407 | Time: 1625.51 ms [2021-10-04 12:10:21 main:581] : INFO : Epoch 1591 | loss: 0.0311098 | val_loss: 0.0311341 | Time: 1429.65 ms [2021-10-04 12:10:22 main:581] : INFO : Epoch 1592 | loss: 0.0311077 | val_loss: 0.031136 | Time: 1435.97 ms [2021-10-04 12:10:24 main:581] : INFO : Epoch 1593 | loss: 0.0311087 | val_loss: 0.0311379 | Time: 1423.58 ms [2021-10-04 12:10:25 main:581] : INFO : Epoch 1594 | loss: 0.0311061 | val_loss: 0.0311349 | Time: 1430.05 ms [2021-10-04 12:10:27 main:581] : INFO : Epoch 1595 | loss: 0.0311042 | val_loss: 0.0311364 | Time: 1472.37 ms [2021-10-04 12:10:28 main:581] : INFO : Epoch 1596 | loss: 0.0311055 | val_loss: 0.0311379 | Time: 1441.02 ms [2021-10-04 12:10:30 main:581] : INFO : Epoch 1597 | loss: 0.0311042 | val_loss: 0.0311336 | Time: 1439.23 ms [2021-10-04 12:10:31 main:581] : INFO : Epoch 1598 | loss: 0.0311054 | val_loss: 0.0311385 | Time: 1427.84 ms [2021-10-04 12:10:32 main:581] : INFO : Epoch 1599 | loss: 0.0311085 | val_loss: 0.0311338 | Time: 1423.26 ms [2021-10-04 12:10:34 main:581] : INFO : Epoch 1600 | loss: 0.0311079 | val_loss: 0.0311345 | Time: 1421.96 ms [2021-10-04 12:10:35 main:581] : INFO : Epoch 1601 | loss: 0.0311099 | val_loss: 0.0311354 | Time: 1435.99 ms [2021-10-04 12:10:37 main:581] : INFO : Epoch 1602 | loss: 0.0311078 | val_loss: 0.0311343 | Time: 1467.03 ms [2021-10-04 12:10:38 main:581] : INFO : Epoch 1603 | loss: 0.0311086 | val_loss: 0.0311341 | Time: 1471.28 ms [2021-10-04 12:10:40 main:581] : INFO : Epoch 1604 | loss: 0.0311109 | val_loss: 0.0311366 | Time: 1430.47 ms [2021-10-04 12:10:41 main:581] : INFO : Epoch 1605 | loss: 0.0311147 | val_loss: 0.0311418 | Time: 1427.46 ms [2021-10-04 12:10:43 main:581] : INFO : Epoch 1606 | loss: 0.0311124 | val_loss: 0.0311361 | Time: 1423.44 ms [2021-10-04 12:10:44 main:581] : INFO : Epoch 1607 | loss: 0.0311087 | val_loss: 0.031137 | Time: 1450.88 ms [2021-10-04 12:10:45 main:581] : INFO : Epoch 1608 | loss: 0.0311094 | val_loss: 0.0311371 | Time: 1460.81 ms [2021-10-04 12:10:47 main:581] : INFO : Epoch 1609 | loss: 0.0311063 | val_loss: 0.0311354 | Time: 1424.96 ms [2021-10-04 12:10:48 main:581] : INFO : Epoch 1610 | loss: 0.0311074 | val_loss: 0.0311346 | Time: 1423.78 ms [2021-10-04 12:10:50 main:581] : INFO : Epoch 1611 | loss: 0.0311086 | val_loss: 0.0311427 | Time: 1422.02 ms [2021-10-04 12:10:51 main:581] : INFO : Epoch 1612 | loss: 0.0311123 | val_loss: 0.0311363 | Time: 1452.69 ms [2021-10-04 12:10:53 main:581] : INFO : Epoch 1613 | loss: 0.0311057 | val_loss: 0.0311326 | Time: 1452.03 ms [2021-10-04 12:10:54 main:581] : INFO : Epoch 1614 | loss: 0.0311035 | val_loss: 0.0311307 | Time: 1436.84 ms [2021-10-04 12:10:56 main:581] : INFO : Epoch 1615 | loss: 0.0311025 | val_loss: 0.0311368 | Time: 1435.1 ms [2021-10-04 12:10:57 main:581] : INFO : Epoch 1616 | loss: 0.0311042 | val_loss: 0.0311359 | Time: 1477.13 ms [2021-10-04 12:10:58 main:581] : INFO : Epoch 1617 | loss: 0.0311067 | val_loss: 0.0311356 | Time: 1487.45 ms [2021-10-04 12:11:00 main:581] : INFO : Epoch 1618 | loss: 0.0311046 | val_loss: 0.0311378 | Time: 1493.41 ms [2021-10-04 12:11:01 main:581] : INFO : Epoch 1619 | loss: 0.0311051 | val_loss: 0.0311337 | Time: 1446.76 ms [2021-10-04 12:11:03 main:581] : INFO : Epoch 1620 | loss: 0.0311026 | val_loss: 0.0311355 | Time: 1462.21 ms [2021-10-04 12:11:04 main:581] : INFO : Epoch 1621 | loss: 0.0311042 | val_loss: 0.0311308 | Time: 1418.26 ms [2021-10-04 12:11:06 main:581] : INFO : Epoch 1622 | loss: 0.031107 | val_loss: 0.0311283 | Time: 1429.26 ms [2021-10-04 12:11:07 main:581] : INFO : Epoch 1623 | loss: 0.0311059 | val_loss: 0.0311374 | Time: 1438.4 ms [2021-10-04 12:11:09 main:581] : INFO : Epoch 1624 | loss: 0.0311062 | val_loss: 0.031135 | Time: 1427.98 ms [2021-10-04 12:11:10 main:581] : INFO : Epoch 1625 | loss: 0.0311035 | val_loss: 0.0311305 | Time: 1424.11 ms [2021-10-04 12:11:11 main:581] : INFO : Epoch 1626 | loss: 0.0311014 | val_loss: 0.0311352 | Time: 1419.56 ms [2021-10-04 12:11:13 main:581] : INFO : Epoch 1627 | loss: 0.0311004 | val_loss: 0.0311332 | Time: 1456 ms [2021-10-04 12:11:14 main:581] : INFO : Epoch 1628 | loss: 0.0311013 | val_loss: 0.0311364 | Time: 1424.64 ms [2021-10-04 12:11:16 main:581] : INFO : Epoch 1629 | loss: 0.0311072 | val_loss: 0.0311415 | Time: 1421.99 ms [2021-10-04 12:11:17 main:581] : INFO : Epoch 1630 | loss: 0.0311144 | val_loss: 0.0311441 | Time: 1424.38 ms [2021-10-04 12:11:19 main:581] : INFO : Epoch 1631 | loss: 0.0311143 | val_loss: 0.0311429 | Time: 1441.25 ms [2021-10-04 12:11:20 main:581] : INFO : Epoch 1632 | loss: 0.0311178 | val_loss: 0.0311367 | Time: 1439.33 ms [2021-10-04 12:11:21 main:581] : INFO : Epoch 1633 | loss: 0.0311136 | val_loss: 0.0311415 | Time: 1430.32 ms [2021-10-04 12:11:23 main:581] : INFO : Epoch 1634 | loss: 0.031111 | val_loss: 0.0311348 | Time: 1445.17 ms [2021-10-04 12:11:24 main:581] : INFO : Epoch 1635 | loss: 0.0311082 | val_loss: 0.0311369 | Time: 1471.94 ms [2021-10-04 12:11:26 main:581] : INFO : Epoch 1636 | loss: 0.0311095 | val_loss: 0.0311432 | Time: 1463.02 ms [2021-10-04 12:11:27 main:581] : INFO : Epoch 1637 | loss: 0.031107 | val_loss: 0.0311349 | Time: 1429.07 ms [2021-10-04 12:11:29 main:581] : INFO : Epoch 1638 | loss: 0.0311066 | val_loss: 0.0311339 | Time: 1424.57 ms [2021-10-04 12:11:30 main:581] : INFO : Epoch 1639 | loss: 0.0311105 | val_loss: 0.0311407 | Time: 1420.13 ms [2021-10-04 12:11:32 main:581] : INFO : Epoch 1640 | loss: 0.0311109 | val_loss: 0.0311327 | Time: 1419.16 ms [2021-10-04 12:11:33 main:581] : INFO : Epoch 1641 | loss: 0.0311098 | val_loss: 0.0311329 | Time: 1528.94 ms [2021-10-04 12:11:35 main:581] : INFO : Epoch 1642 | loss: 0.0311082 | val_loss: 0.0311368 | Time: 1422.29 ms [2021-10-04 12:11:36 main:581] : INFO : Epoch 1643 | loss: 0.0311135 | val_loss: 0.0311311 | Time: 1420.29 ms [2021-10-04 12:11:37 main:581] : INFO : Epoch 1644 | loss: 0.0311103 | val_loss: 0.0311256 | Time: 1450.5 ms [2021-10-04 12:11:39 main:581] : INFO : Epoch 1645 | loss: 0.031108 | val_loss: 0.0311306 | Time: 1420.75 ms [2021-10-04 12:11:40 main:581] : INFO : Epoch 1646 | loss: 0.0311084 | val_loss: 0.031129 | Time: 1427.85 ms [2021-10-04 12:11:42 main:581] : INFO : Epoch 1647 | loss: 0.0311106 | val_loss: 0.0311343 | Time: 1422.67 ms [2021-10-04 12:11:43 main:581] : INFO : Epoch 1648 | loss: 0.0311062 | val_loss: 0.0311295 | Time: 1425.92 ms [2021-10-04 12:11:45 main:581] : INFO : Epoch 1649 | loss: 0.0311063 | val_loss: 0.0311325 | Time: 1413.89 ms [2021-10-04 12:11:46 main:581] : INFO : Epoch 1650 | loss: 0.0311086 | val_loss: 0.0311324 | Time: 1487.5 ms [2021-10-04 12:11:47 main:581] : INFO : Epoch 1651 | loss: 0.0311076 | val_loss: 0.0311346 | Time: 1438.63 ms [2021-10-04 12:11:49 main:581] : INFO : Epoch 1652 | loss: 0.0311063 | val_loss: 0.0311334 | Time: 1438.75 ms [2021-10-04 12:11:50 main:581] : INFO : Epoch 1653 | loss: 0.0311048 | val_loss: 0.0311313 | Time: 1465.82 ms [2021-10-04 12:11:52 main:581] : INFO : Epoch 1654 | loss: 0.0311027 | val_loss: 0.031131 | Time: 1430.41 ms [2021-10-04 12:11:53 main:581] : INFO : Epoch 1655 | loss: 0.0311024 | val_loss: 0.0311277 | Time: 1427.02 ms [2021-10-04 12:11:55 main:581] : INFO : Epoch 1656 | loss: 0.0311011 | val_loss: 0.0311275 | Time: 1433.47 ms [2021-10-04 12:11:56 main:581] : INFO : Epoch 1657 | loss: 0.0311021 | val_loss: 0.0311338 | Time: 1432.57 ms [2021-10-04 12:11:57 main:581] : INFO : Epoch 1658 | loss: 0.0311037 | val_loss: 0.0311303 | Time: 1431.05 ms [2021-10-04 12:11:59 main:581] : INFO : Epoch 1659 | loss: 0.0311005 | val_loss: 0.0311315 | Time: 1418.86 ms [2021-10-04 12:12:00 main:581] : INFO : Epoch 1660 | loss: 0.0310988 | val_loss: 0.0311305 | Time: 1449.07 ms [2021-10-04 12:12:02 main:581] : INFO : Epoch 1661 | loss: 0.0310991 | val_loss: 0.031126 | Time: 1444.87 ms [2021-10-04 12:12:03 main:581] : INFO : Epoch 1662 | loss: 0.0310991 | val_loss: 0.0311264 | Time: 1531.08 ms [2021-10-04 12:12:05 main:581] : INFO : Epoch 1663 | loss: 0.0310996 | val_loss: 0.0311273 | Time: 1425.89 ms [2021-10-04 12:12:06 main:581] : INFO : Epoch 1664 | loss: 0.0310992 | val_loss: 0.0311291 | Time: 1422.57 ms [2021-10-04 12:12:08 main:581] : INFO : Epoch 1665 | loss: 0.0311117 | val_loss: 0.0311384 | Time: 1446.75 ms [2021-10-04 12:12:09 main:581] : INFO : Epoch 1666 | loss: 0.0311202 | val_loss: 0.0311334 | Time: 1416.93 ms [2021-10-04 12:12:10 main:581] : INFO : Epoch 1667 | loss: 0.0311171 | val_loss: 0.0311356 | Time: 1435.28 ms [2021-10-04 12:12:12 main:581] : INFO : Epoch 1668 | loss: 0.0311151 | val_loss: 0.0311404 | Time: 1441.16 ms [2021-10-04 12:12:13 main:581] : INFO : Epoch 1669 | loss: 0.0311157 | val_loss: 0.0311393 | Time: 1419.5 ms [2021-10-04 12:12:15 main:581] : INFO : Epoch 1670 | loss: 0.0311171 | val_loss: 0.0311402 | Time: 1414.51 ms [2021-10-04 12:12:16 main:581] : INFO : Epoch 1671 | loss: 0.031115 | val_loss: 0.0311354 | Time: 1417.3 ms [2021-10-04 12:12:18 main:581] : INFO : Epoch 1672 | loss: 0.0311165 | val_loss: 0.0311326 | Time: 1427.62 ms [2021-10-04 12:12:19 main:581] : INFO : Epoch 1673 | loss: 0.0311142 | val_loss: 0.03113 | Time: 1426.57 ms [2021-10-04 12:12:20 main:581] : INFO : Epoch 1674 | loss: 0.0311129 | val_loss: 0.0311324 | Time: 1430.46 ms [2021-10-04 12:12:22 main:581] : INFO : Epoch 1675 | loss: 0.0311143 | val_loss: 0.0311299 | Time: 1430.51 ms [2021-10-04 12:12:23 main:581] : INFO : Epoch 1676 | loss: 0.0311112 | val_loss: 0.0311288 | Time: 1500.87 ms [2021-10-04 12:12:25 main:581] : INFO : Epoch 1677 | loss: 0.0311092 | val_loss: 0.0311264 | Time: 1474.89 ms [2021-10-04 12:12:26 main:581] : INFO : Epoch 1678 | loss: 0.0311063 | val_loss: 0.031131 | Time: 1430.18 ms [2021-10-04 12:12:28 main:581] : INFO : Epoch 1679 | loss: 0.0311072 | val_loss: 0.0311306 | Time: 1433.44 ms [2021-10-04 12:12:29 main:581] : INFO : Epoch 1680 | loss: 0.0311084 | val_loss: 0.0311292 | Time: 1443.76 ms [2021-10-04 12:12:31 main:581] : INFO : Epoch 1681 | loss: 0.0311132 | val_loss: 0.0311312 | Time: 1434.05 ms [2021-10-04 12:12:32 main:581] : INFO : Epoch 1682 | loss: 0.0311156 | val_loss: 0.0311296 | Time: 1440.6 ms [2021-10-04 12:12:34 main:581] : INFO : Epoch 1683 | loss: 0.0311098 | val_loss: 0.0311319 | Time: 1460.22 ms [2021-10-04 12:12:35 main:581] : INFO : Epoch 1684 | loss: 0.0311082 | val_loss: 0.0311312 | Time: 1470.27 ms [2021-10-04 12:12:36 main:581] : INFO : Epoch 1685 | loss: 0.0311086 | val_loss: 0.0311224 | Time: 1478.15 ms [2021-10-04 12:12:38 main:581] : INFO : Epoch 1686 | loss: 0.0311119 | val_loss: 0.0311238 | Time: 1416.84 ms [2021-10-04 12:12:39 main:581] : INFO : Epoch 1687 | loss: 0.0311084 | val_loss: 0.0311214 | Time: 1456.38 ms [2021-10-04 12:12:41 main:581] : INFO : Epoch 1688 | loss: 0.0311061 | val_loss: 0.031124 | Time: 1450.21 ms [2021-10-04 12:12:42 main:581] : INFO : Epoch 1689 | loss: 0.0311051 | val_loss: 0.0311265 | Time: 1459.2 ms [2021-10-04 12:12:44 main:581] : INFO : Epoch 1690 | loss: 0.0311043 | val_loss: 0.0311255 | Time: 1422.44 ms [2021-10-04 12:12:45 main:581] : INFO : Epoch 1691 | loss: 0.0311069 | val_loss: 0.0311249 | Time: 1425.16 ms [2021-10-04 12:12:47 main:581] : INFO : Epoch 1692 | loss: 0.0311049 | val_loss: 0.0311268 | Time: 1429.27 ms [2021-10-04 12:12:48 main:581] : INFO : Epoch 1693 | loss: 0.0311035 | val_loss: 0.0311258 | Time: 1442.67 ms [2021-10-04 12:12:49 main:581] : INFO : Epoch 1694 | loss: 0.0311031 | val_loss: 0.0311308 | Time: 1450.99 ms [2021-10-04 12:12:51 main:581] : INFO : Epoch 1695 | loss: 0.0310998 | val_loss: 0.0311276 | Time: 1424.16 ms [2021-10-04 12:12:52 main:581] : INFO : Epoch 1696 | loss: 0.0311006 | val_loss: 0.0311266 | Time: 1454.72 ms [2021-10-04 12:12:54 main:581] : INFO : Epoch 1697 | loss: 0.0311013 | val_loss: 0.0311262 | Time: 1428.85 ms [2021-10-04 12:12:55 main:581] : INFO : Epoch 1698 | loss: 0.0310997 | val_loss: 0.0311309 | Time: 1429.51 ms [2021-10-04 12:12:57 main:581] : INFO : Epoch 1699 | loss: 0.0311053 | val_loss: 0.0311333 | Time: 1433.47 ms [2021-10-04 12:12:58 main:581] : INFO : Epoch 1700 | loss: 0.0311019 | val_loss: 0.0311279 | Time: 1483.33 ms [2021-10-04 12:13:00 main:581] : INFO : Epoch 1701 | loss: 0.0311005 | val_loss: 0.0311257 | Time: 1446.16 ms [2021-10-04 12:13:01 main:581] : INFO : Epoch 1702 | loss: 0.0310991 | val_loss: 0.0311274 | Time: 1442.65 ms [2021-10-04 12:13:02 main:581] : INFO : Epoch 1703 | loss: 0.0310999 | val_loss: 0.0311241 | Time: 1413.17 ms [2021-10-04 12:13:04 main:581] : INFO : Epoch 1704 | loss: 0.0311001 | val_loss: 0.0311235 | Time: 1483.91 ms [2021-10-04 12:13:05 main:581] : INFO : Epoch 1705 | loss: 0.0310997 | val_loss: 0.0311256 | Time: 1431.75 ms [2021-10-04 12:13:07 main:581] : INFO : Epoch 1706 | loss: 0.0311007 | val_loss: 0.0311222 | Time: 1419.17 ms [2021-10-04 12:13:08 main:581] : INFO : Epoch 1707 | loss: 0.0311024 | val_loss: 0.031125 | Time: 1418.22 ms [2021-10-04 12:13:10 main:581] : INFO : Epoch 1708 | loss: 0.0311029 | val_loss: 0.0311235 | Time: 1487.52 ms [2021-10-04 12:13:11 main:581] : INFO : Epoch 1709 | loss: 0.0311065 | val_loss: 0.0311241 | Time: 1589.41 ms [2021-10-04 12:13:13 main:581] : INFO : Epoch 1710 | loss: 0.0311066 | val_loss: 0.031122 | Time: 1509.95 ms [2021-10-04 12:13:14 main:581] : INFO : Epoch 1711 | loss: 0.0311047 | val_loss: 0.0311226 | Time: 1466.83 ms [2021-10-04 12:13:16 main:581] : INFO : Epoch 1712 | loss: 0.0311035 | val_loss: 0.0311302 | Time: 1436.04 ms [2021-10-04 12:13:17 main:581] : INFO : Epoch 1713 | loss: 0.0311091 | val_loss: 0.0311348 | Time: 1414.85 ms [2021-10-04 12:13:18 main:581] : INFO : Epoch 1714 | loss: 0.0311066 | val_loss: 0.0311245 | Time: 1427.25 ms [2021-10-04 12:13:20 main:581] : INFO : Epoch 1715 | loss: 0.0311027 | val_loss: 0.0311239 | Time: 1577.37 ms [2021-10-04 12:13:22 main:581] : INFO : Epoch 1716 | loss: 0.0311025 | val_loss: 0.031124 | Time: 1509.77 ms [2021-10-04 12:13:23 main:581] : INFO : Epoch 1717 | loss: 0.0311018 | val_loss: 0.0311196 | Time: 1468.21 ms [2021-10-04 12:13:24 main:581] : INFO : Epoch 1718 | loss: 0.0310991 | val_loss: 0.0311229 | Time: 1439.91 ms [2021-10-04 12:13:26 main:581] : INFO : Epoch 1719 | loss: 0.0311011 | val_loss: 0.0311249 | Time: 1438.97 ms [2021-10-04 12:13:27 main:581] : INFO : Epoch 1720 | loss: 0.0310994 | val_loss: 0.0311243 | Time: 1471.27 ms [2021-10-04 12:13:29 main:581] : INFO : Epoch 1721 | loss: 0.0310983 | val_loss: 0.031125 | Time: 1485.16 ms [2021-10-04 12:13:30 main:581] : INFO : Epoch 1722 | loss: 0.0311014 | val_loss: 0.0311296 | Time: 1423.59 ms [2021-10-04 12:13:32 main:581] : INFO : Epoch 1723 | loss: 0.031101 | val_loss: 0.0311215 | Time: 1415.47 ms [2021-10-04 12:13:33 main:581] : INFO : Epoch 1724 | loss: 0.0310967 | val_loss: 0.0311203 | Time: 1420.27 ms [2021-10-04 12:13:35 main:581] : INFO : Epoch 1725 | loss: 0.0310953 | val_loss: 0.0311211 | Time: 1431.85 ms [2021-10-04 12:13:36 main:581] : INFO : Epoch 1726 | loss: 0.0310942 | val_loss: 0.0311218 | Time: 1456.94 ms [2021-10-04 12:13:37 main:581] : INFO : Epoch 1727 | loss: 0.031094 | val_loss: 0.0311234 | Time: 1462.64 ms [2021-10-04 12:13:39 main:581] : INFO : Epoch 1728 | loss: 0.031095 | val_loss: 0.0311194 | Time: 1536.09 ms [2021-10-04 12:13:40 main:581] : INFO : Epoch 1729 | loss: 0.0310938 | val_loss: 0.0311247 | Time: 1473.79 ms [2021-10-04 12:13:42 main:581] : INFO : Epoch 1730 | loss: 0.0310935 | val_loss: 0.0311275 | Time: 1452.16 ms [2021-10-04 12:13:43 main:581] : INFO : Epoch 1731 | loss: 0.0310928 | val_loss: 0.031122 | Time: 1440.42 ms [2021-10-04 12:13:45 main:581] : INFO : Epoch 1732 | loss: 0.0310905 | val_loss: 0.0311197 | Time: 1416.81 ms [2021-10-04 12:13:46 main:581] : INFO : Epoch 1733 | loss: 0.0310908 | val_loss: 0.0311204 | Time: 1451.69 ms [2021-10-04 12:13:48 main:581] : INFO : Epoch 1734 | loss: 0.0310917 | val_loss: 0.0311208 | Time: 1551.27 ms [2021-10-04 12:13:49 main:581] : INFO : Epoch 1735 | loss: 0.0310938 | val_loss: 0.0311214 | Time: 1502 ms [2021-10-04 12:13:51 main:581] : INFO : Epoch 1736 | loss: 0.0310944 | val_loss: 0.0311241 | Time: 1435.14 ms [2021-10-04 12:13:52 main:581] : INFO : Epoch 1737 | loss: 0.0310933 | val_loss: 0.0311245 | Time: 1463.72 ms [2021-10-04 12:13:54 main:581] : INFO : Epoch 1738 | loss: 0.0310943 | val_loss: 0.0311276 | Time: 1423.01 ms [2021-10-04 12:13:55 main:581] : INFO : Epoch 1739 | loss: 0.0311033 | val_loss: 0.0311315 | Time: 1450.36 ms [2021-10-04 12:13:56 main:581] : INFO : Epoch 1740 | loss: 0.0311135 | val_loss: 0.0311307 | Time: 1420 ms [2021-10-04 12:13:58 main:581] : INFO : Epoch 1741 | loss: 0.031109 | val_loss: 0.0311342 | Time: 1440.26 ms [2021-10-04 12:13:59 main:581] : INFO : Epoch 1742 | loss: 0.0311059 | val_loss: 0.0311285 | Time: 1433.25 ms [2021-10-04 12:14:01 main:581] : INFO : Epoch 1743 | loss: 0.0311034 | val_loss: 0.0311219 | Time: 1432.3 ms [2021-10-04 12:14:02 main:581] : INFO : Epoch 1744 | loss: 0.0311026 | val_loss: 0.0311317 | Time: 1464.94 ms [2021-10-04 12:14:04 main:581] : INFO : Epoch 1745 | loss: 0.0311014 | val_loss: 0.0311305 | Time: 1464.98 ms [2021-10-04 12:14:05 main:581] : INFO : Epoch 1746 | loss: 0.0310998 | val_loss: 0.0311231 | Time: 1435.88 ms [2021-10-04 12:14:07 main:581] : INFO : Epoch 1747 | loss: 0.0311002 | val_loss: 0.0311259 | Time: 1437.98 ms [2021-10-04 12:14:08 main:581] : INFO : Epoch 1748 | loss: 0.0311005 | val_loss: 0.0311246 | Time: 1436.92 ms [2021-10-04 12:14:09 main:581] : INFO : Epoch 1749 | loss: 0.0310977 | val_loss: 0.0311274 | Time: 1439.31 ms [2021-10-04 12:14:11 main:581] : INFO : Epoch 1750 | loss: 0.0310948 | val_loss: 0.0311259 | Time: 1447.8 ms [2021-10-04 12:14:12 main:581] : INFO : Epoch 1751 | loss: 0.0310952 | val_loss: 0.0311255 | Time: 1420.47 ms [2021-10-04 12:14:14 main:581] : INFO : Epoch 1752 | loss: 0.0310953 | val_loss: 0.0311277 | Time: 1466.97 ms [2021-10-04 12:14:15 main:581] : INFO : Epoch 1753 | loss: 0.0310948 | val_loss: 0.0311238 | Time: 1442.21 ms [2021-10-04 12:14:17 main:581] : INFO : Epoch 1754 | loss: 0.0310947 | val_loss: 0.0311325 | Time: 1445.19 ms [2021-10-04 12:14:18 main:581] : INFO : Epoch 1755 | loss: 0.0310957 | val_loss: 0.0311277 | Time: 1424 ms [2021-10-04 12:14:20 main:581] : INFO : Epoch 1756 | loss: 0.0310929 | val_loss: 0.0311281 | Time: 1419.36 ms [2021-10-04 12:14:21 main:581] : INFO : Epoch 1757 | loss: 0.0310938 | val_loss: 0.0311384 | Time: 1448.4 ms [2021-10-04 12:14:22 main:581] : INFO : Epoch 1758 | loss: 0.0310958 | val_loss: 0.0311236 | Time: 1433.4 ms [2021-10-04 12:14:24 main:581] : INFO : Epoch 1759 | loss: 0.0310974 | val_loss: 0.0311266 | Time: 1428.47 ms [2021-10-04 12:14:25 main:581] : INFO : Epoch 1760 | loss: 0.0310932 | val_loss: 0.0311299 | Time: 1437.48 ms [2021-10-04 12:14:27 main:581] : INFO : Epoch 1761 | loss: 0.031092 | val_loss: 0.0311249 | Time: 1464.01 ms [2021-10-04 12:14:28 main:581] : INFO : Epoch 1762 | loss: 0.0310911 | val_loss: 0.031124 | Time: 1443.51 ms [2021-10-04 12:14:30 main:581] : INFO : Epoch 1763 | loss: 0.0310904 | val_loss: 0.0311291 | Time: 1513.02 ms [2021-10-04 12:14:31 main:581] : INFO : Epoch 1764 | loss: 0.0310918 | val_loss: 0.0311234 | Time: 1546.8 ms [2021-10-04 12:14:33 main:581] : INFO : Epoch 1765 | loss: 0.0310911 | val_loss: 0.0311222 | Time: 1470.47 ms [2021-10-04 12:14:34 main:581] : INFO : Epoch 1766 | loss: 0.0310907 | val_loss: 0.0311215 | Time: 1443.39 ms [2021-10-04 12:14:36 main:581] : INFO : Epoch 1767 | loss: 0.0310895 | val_loss: 0.0311275 | Time: 1417.26 ms [2021-10-04 12:14:37 main:581] : INFO : Epoch 1768 | loss: 0.0310913 | val_loss: 0.0311316 | Time: 1447.81 ms [2021-10-04 12:14:38 main:581] : INFO : Epoch 1769 | loss: 0.0310917 | val_loss: 0.0311254 | Time: 1425 ms [2021-10-04 12:14:40 main:581] : INFO : Epoch 1770 | loss: 0.0310886 | val_loss: 0.0311257 | Time: 1421.42 ms [2021-10-04 12:14:41 main:581] : INFO : Epoch 1771 | loss: 0.0310901 | val_loss: 0.0311213 | Time: 1450.5 ms [2021-10-04 12:14:43 main:581] : INFO : Epoch 1772 | loss: 0.0310904 | val_loss: 0.0311204 | Time: 1448.17 ms [2021-10-04 12:14:44 main:581] : INFO : Epoch 1773 | loss: 0.0310897 | val_loss: 0.031122 | Time: 1418.64 ms [2021-10-04 12:14:46 main:581] : INFO : Epoch 1774 | loss: 0.0310929 | val_loss: 0.031128 | Time: 1453.54 ms [2021-10-04 12:14:47 main:581] : INFO : Epoch 1775 | loss: 0.0310915 | val_loss: 0.0311217 | Time: 1431.67 ms [2021-10-04 12:14:49 main:581] : INFO : Epoch 1776 | loss: 0.0310904 | val_loss: 0.0311249 | Time: 1425.44 ms [2021-10-04 12:14:50 main:581] : INFO : Epoch 1777 | loss: 0.0310935 | val_loss: 0.0311234 | Time: 1421.78 ms [2021-10-04 12:14:51 main:581] : INFO : Epoch 1778 | loss: 0.0310894 | val_loss: 0.0311257 | Time: 1435.94 ms [2021-10-04 12:14:53 main:581] : INFO : Epoch 1779 | loss: 0.0310884 | val_loss: 0.0311223 | Time: 1461.67 ms [2021-10-04 12:14:54 main:581] : INFO : Epoch 1780 | loss: 0.0310894 | val_loss: 0.0311277 | Time: 1435.99 ms [2021-10-04 12:14:56 main:581] : INFO : Epoch 1781 | loss: 0.0310904 | val_loss: 0.0311319 | Time: 1442.82 ms [2021-10-04 12:14:57 main:581] : INFO : Epoch 1782 | loss: 0.0310969 | val_loss: 0.0311289 | Time: 1436.88 ms [2021-10-04 12:14:59 main:581] : INFO : Epoch 1783 | loss: 0.0311039 | val_loss: 0.0311218 | Time: 1475.17 ms [2021-10-04 12:15:00 main:581] : INFO : Epoch 1784 | loss: 0.0310931 | val_loss: 0.0311235 | Time: 1463.77 ms [2021-10-04 12:15:02 main:581] : INFO : Epoch 1785 | loss: 0.0310927 | val_loss: 0.0311205 | Time: 1451.78 ms [2021-10-04 12:15:03 main:581] : INFO : Epoch 1786 | loss: 0.0310927 | val_loss: 0.0311221 | Time: 1423.64 ms [2021-10-04 12:15:04 main:581] : INFO : Epoch 1787 | loss: 0.0310903 | val_loss: 0.0311177 | Time: 1426.38 ms [2021-10-04 12:15:06 main:581] : INFO : Epoch 1788 | loss: 0.0310891 | val_loss: 0.0311202 | Time: 1427.03 ms [2021-10-04 12:15:07 main:581] : INFO : Epoch 1789 | loss: 0.0310879 | val_loss: 0.0311192 | Time: 1423.67 ms [2021-10-04 12:15:09 main:581] : INFO : Epoch 1790 | loss: 0.0310897 | val_loss: 0.0311217 | Time: 1442.29 ms [2021-10-04 12:15:10 main:581] : INFO : Epoch 1791 | loss: 0.0310912 | val_loss: 0.0311198 | Time: 1425.55 ms [2021-10-04 12:15:12 main:581] : INFO : Epoch 1792 | loss: 0.0310891 | val_loss: 0.0311234 | Time: 1434.12 ms [2021-10-04 12:15:13 main:581] : INFO : Epoch 1793 | loss: 0.03109 | val_loss: 0.0311224 | Time: 1435.84 ms [2021-10-04 12:15:14 main:581] : INFO : Epoch 1794 | loss: 0.0310921 | val_loss: 0.0311267 | Time: 1456.5 ms [2021-10-04 12:15:16 main:581] : INFO : Epoch 1795 | loss: 0.0310922 | val_loss: 0.0311223 | Time: 1425.62 ms [2021-10-04 12:15:17 main:581] : INFO : Epoch 1796 | loss: 0.0310914 | val_loss: 0.0311245 | Time: 1456.8 ms [2021-10-04 12:15:19 main:581] : INFO : Epoch 1797 | loss: 0.0310882 | val_loss: 0.0311229 | Time: 1454.69 ms [2021-10-04 12:15:20 main:581] : INFO : Epoch 1798 | loss: 0.0310903 | val_loss: 0.0311215 | Time: 1436.43 ms [2021-10-04 12:15:22 main:581] : INFO : Epoch 1799 | loss: 0.0310956 | val_loss: 0.0311237 | Time: 1429.14 ms [2021-10-04 12:15:23 main:581] : INFO : Epoch 1800 | loss: 0.0310934 | val_loss: 0.0311243 | Time: 1431.62 ms [2021-10-04 12:15:25 main:581] : INFO : Epoch 1801 | loss: 0.0310913 | val_loss: 0.0311156 | Time: 1425.22 ms [2021-10-04 12:15:26 main:581] : INFO : Epoch 1802 | loss: 0.0310906 | val_loss: 0.0311207 | Time: 1432.49 ms [2021-10-04 12:15:27 main:581] : INFO : Epoch 1803 | loss: 0.0310878 | val_loss: 0.0311234 | Time: 1423.24 ms [2021-10-04 12:15:29 main:581] : INFO : Epoch 1804 | loss: 0.0310859 | val_loss: 0.0311229 | Time: 1421.02 ms [2021-10-04 12:15:30 main:581] : INFO : Epoch 1805 | loss: 0.0310849 | val_loss: 0.0311197 | Time: 1416.59 ms [2021-10-04 12:15:32 main:581] : INFO : Epoch 1806 | loss: 0.0310854 | val_loss: 0.0311236 | Time: 1416.42 ms [2021-10-04 12:15:33 main:581] : INFO : Epoch 1807 | loss: 0.0310845 | val_loss: 0.0311182 | Time: 1418.64 ms [2021-10-04 12:15:34 main:581] : INFO : Epoch 1808 | loss: 0.0310856 | val_loss: 0.0311234 | Time: 1427.75 ms [2021-10-04 12:15:36 main:581] : INFO : Epoch 1809 | loss: 0.0310851 | val_loss: 0.0311218 | Time: 1423.78 ms [2021-10-04 12:15:37 main:581] : INFO : Epoch 1810 | loss: 0.0310861 | val_loss: 0.031121 | Time: 1425.4 ms [2021-10-04 12:15:39 main:581] : INFO : Epoch 1811 | loss: 0.0310949 | val_loss: 0.0311192 | Time: 1423.1 ms [2021-10-04 12:15:40 main:581] : INFO : Epoch 1812 | loss: 0.0311045 | val_loss: 0.0311244 | Time: 1422.25 ms [2021-10-04 12:15:42 main:581] : INFO : Epoch 1813 | loss: 0.0311079 | val_loss: 0.0311262 | Time: 1427.25 ms [2021-10-04 12:15:43 main:581] : INFO : Epoch 1814 | loss: 0.0311042 | val_loss: 0.0311237 | Time: 1439.56 ms [2021-10-04 12:15:44 main:581] : INFO : Epoch 1815 | loss: 0.031101 | val_loss: 0.0311176 | Time: 1441.83 ms [2021-10-04 12:15:46 main:581] : INFO : Epoch 1816 | loss: 0.0310981 | val_loss: 0.0311191 | Time: 1437.28 ms [2021-10-04 12:15:47 main:581] : INFO : Epoch 1817 | loss: 0.0310971 | val_loss: 0.0311186 | Time: 1424.98 ms [2021-10-04 12:15:49 main:581] : INFO : Epoch 1818 | loss: 0.0310942 | val_loss: 0.0311145 | Time: 1424.19 ms [2021-10-04 12:15:50 main:581] : INFO : Epoch 1819 | loss: 0.0310917 | val_loss: 0.0311168 | Time: 1421.58 ms [2021-10-04 12:15:52 main:581] : INFO : Epoch 1820 | loss: 0.0310931 | val_loss: 0.0311258 | Time: 1443.12 ms [2021-10-04 12:15:53 main:581] : INFO : Epoch 1821 | loss: 0.0311039 | val_loss: 0.0311205 | Time: 1480.29 ms [2021-10-04 12:15:55 main:581] : INFO : Epoch 1822 | loss: 0.0311064 | val_loss: 0.0311212 | Time: 1460.21 ms [2021-10-04 12:15:56 main:581] : INFO : Epoch 1823 | loss: 0.0310999 | val_loss: 0.03112 | Time: 1432.6 ms [2021-10-04 12:15:57 main:581] : INFO : Epoch 1824 | loss: 0.0310958 | val_loss: 0.0311157 | Time: 1433.99 ms [2021-10-04 12:15:59 main:581] : INFO : Epoch 1825 | loss: 0.0310955 | val_loss: 0.0311172 | Time: 1427.33 ms [2021-10-04 12:16:00 main:581] : INFO : Epoch 1826 | loss: 0.0310947 | val_loss: 0.0311156 | Time: 1424.8 ms [2021-10-04 12:16:02 main:581] : INFO : Epoch 1827 | loss: 0.0310942 | val_loss: 0.0311256 | Time: 1420.89 ms [2021-10-04 12:16:03 main:581] : INFO : Epoch 1828 | loss: 0.0311088 | val_loss: 0.0311282 | Time: 1421.27 ms [2021-10-04 12:16:05 main:581] : INFO : Epoch 1829 | loss: 0.0311131 | val_loss: 0.0311247 | Time: 1426.38 ms [2021-10-04 12:16:06 main:581] : INFO : Epoch 1830 | loss: 0.0311094 | val_loss: 0.0311235 | Time: 1423.16 ms [2021-10-04 12:16:07 main:581] : INFO : Epoch 1831 | loss: 0.0311133 | val_loss: 0.0311268 | Time: 1424.14 ms [2021-10-04 12:16:09 main:581] : INFO : Epoch 1832 | loss: 0.0311099 | val_loss: 0.0311216 | Time: 1421.68 ms [2021-10-04 12:16:10 main:581] : INFO : Epoch 1833 | loss: 0.031105 | val_loss: 0.0311151 | Time: 1419.4 ms [2021-10-04 12:16:12 main:581] : INFO : Epoch 1834 | loss: 0.0311 | val_loss: 0.031115 | Time: 1422.24 ms [2021-10-04 12:16:13 main:581] : INFO : Epoch 1835 | loss: 0.0310976 | val_loss: 0.0311147 | Time: 1434.14 ms [2021-10-04 12:16:15 main:581] : INFO : Epoch 1836 | loss: 0.031098 | val_loss: 0.031119 | Time: 1429.02 ms [2021-10-04 12:16:16 main:581] : INFO : Epoch 1837 | loss: 0.0310946 | val_loss: 0.0311148 | Time: 1428.96 ms [2021-10-04 12:16:17 main:581] : INFO : Epoch 1838 | loss: 0.0310948 | val_loss: 0.0311143 | Time: 1436.96 ms [2021-10-04 12:16:19 main:581] : INFO : Epoch 1839 | loss: 0.0310932 | val_loss: 0.0311198 | Time: 1494.74 ms [2021-10-04 12:16:20 main:581] : INFO : Epoch 1840 | loss: 0.031093 | val_loss: 0.0311164 | Time: 1436.1 ms [2021-10-04 12:16:22 main:581] : INFO : Epoch 1841 | loss: 0.0310917 | val_loss: 0.0311154 | Time: 1487.38 ms [2021-10-04 12:16:23 main:581] : INFO : Epoch 1842 | loss: 0.0310917 | val_loss: 0.0311114 | Time: 1427.73 ms [2021-10-04 12:16:25 main:581] : INFO : Epoch 1843 | loss: 0.0310974 | val_loss: 0.0311155 | Time: 1424.55 ms [2021-10-04 12:16:26 main:581] : INFO : Epoch 1844 | loss: 0.0311064 | val_loss: 0.0311173 | Time: 1453.48 ms [2021-10-04 12:16:28 main:581] : INFO : Epoch 1845 | loss: 0.0311024 | val_loss: 0.031117 | Time: 1436.48 ms [2021-10-04 12:16:29 main:581] : INFO : Epoch 1846 | loss: 0.0310992 | val_loss: 0.0311138 | Time: 1462.88 ms [2021-10-04 12:16:30 main:581] : INFO : Epoch 1847 | loss: 0.0310941 | val_loss: 0.0311173 | Time: 1425.22 ms [2021-10-04 12:16:32 main:581] : INFO : Epoch 1848 | loss: 0.0310926 | val_loss: 0.0311175 | Time: 1426.57 ms [2021-10-04 12:16:33 main:581] : INFO : Epoch 1849 | loss: 0.031094 | val_loss: 0.0311155 | Time: 1431.64 ms [2021-10-04 12:16:35 main:581] : INFO : Epoch 1850 | loss: 0.0310983 | val_loss: 0.0311181 | Time: 1425.79 ms [2021-10-04 12:16:36 main:581] : INFO : Epoch 1851 | loss: 0.0310972 | val_loss: 0.0311183 | Time: 1423.09 ms [2021-10-04 12:16:38 main:581] : INFO : Epoch 1852 | loss: 0.0310924 | val_loss: 0.0311141 | Time: 1420.23 ms [2021-10-04 12:16:39 main:581] : INFO : Epoch 1853 | loss: 0.0310939 | val_loss: 0.0311162 | Time: 1417.25 ms [2021-10-04 12:16:40 main:581] : INFO : Epoch 1854 | loss: 0.0310914 | val_loss: 0.0311139 | Time: 1493.92 ms [2021-10-04 12:16:42 main:581] : INFO : Epoch 1855 | loss: 0.0310887 | val_loss: 0.0311154 | Time: 1532.9 ms [2021-10-04 12:16:44 main:581] : INFO : Epoch 1856 | loss: 0.0310872 | val_loss: 0.0311118 | Time: 1566.93 ms [2021-10-04 12:16:45 main:581] : INFO : Epoch 1857 | loss: 0.0310887 | val_loss: 0.0311128 | Time: 1527.07 ms [2021-10-04 12:16:47 main:581] : INFO : Epoch 1858 | loss: 0.031087 | val_loss: 0.0311133 | Time: 1433.01 ms [2021-10-04 12:16:48 main:581] : INFO : Epoch 1859 | loss: 0.0310855 | val_loss: 0.0311143 | Time: 1440.69 ms [2021-10-04 12:16:49 main:581] : INFO : Epoch 1860 | loss: 0.0310859 | val_loss: 0.0311166 | Time: 1439.09 ms [2021-10-04 12:16:51 main:581] : INFO : Epoch 1861 | loss: 0.0310843 | val_loss: 0.0311147 | Time: 1428.06 ms [2021-10-04 12:16:52 main:581] : INFO : Epoch 1862 | loss: 0.0310835 | val_loss: 0.0311207 | Time: 1426.46 ms [2021-10-04 12:16:54 main:581] : INFO : Epoch 1863 | loss: 0.0310853 | val_loss: 0.0311188 | Time: 1422.54 ms [2021-10-04 12:16:55 main:581] : INFO : Epoch 1864 | loss: 0.0310825 | val_loss: 0.031115 | Time: 1446.66 ms [2021-10-04 12:16:57 main:581] : INFO : Epoch 1865 | loss: 0.0310829 | val_loss: 0.0311147 | Time: 1639.64 ms [2021-10-04 12:16:58 main:581] : INFO : Epoch 1866 | loss: 0.0310824 | val_loss: 0.0311171 | Time: 1426.04 ms [2021-10-04 12:17:00 main:581] : INFO : Epoch 1867 | loss: 0.0310842 | val_loss: 0.0311193 | Time: 1427.65 ms [2021-10-04 12:17:01 main:581] : INFO : Epoch 1868 | loss: 0.0310833 | val_loss: 0.0311168 | Time: 1437.77 ms [2021-10-04 12:17:03 main:581] : INFO : Epoch 1869 | loss: 0.0310851 | val_loss: 0.031118 | Time: 1485.24 ms [2021-10-04 12:17:04 main:581] : INFO : Epoch 1870 | loss: 0.0310844 | val_loss: 0.0311163 | Time: 1603.94 ms [2021-10-04 12:17:06 main:581] : INFO : Epoch 1871 | loss: 0.0310834 | val_loss: 0.0311175 | Time: 1428.99 ms [2021-10-04 12:17:07 main:581] : INFO : Epoch 1872 | loss: 0.0310833 | val_loss: 0.0311197 | Time: 1411.11 ms [2021-10-04 12:17:08 main:581] : INFO : Epoch 1873 | loss: 0.0310821 | val_loss: 0.0311173 | Time: 1451.15 ms [2021-10-04 12:17:10 main:581] : INFO : Epoch 1874 | loss: 0.0310829 | val_loss: 0.0311219 | Time: 1536.52 ms [2021-10-04 12:17:12 main:581] : INFO : Epoch 1875 | loss: 0.0310842 | val_loss: 0.0311185 | Time: 1529.76 ms [2021-10-04 12:17:13 main:581] : INFO : Epoch 1876 | loss: 0.0310892 | val_loss: 0.0311161 | Time: 1487.17 ms [2021-10-04 12:17:15 main:581] : INFO : Epoch 1877 | loss: 0.0310914 | val_loss: 0.0311136 | Time: 1522.25 ms [2021-10-04 12:17:16 main:581] : INFO : Epoch 1878 | loss: 0.0310909 | val_loss: 0.031115 | Time: 1514.1 ms [2021-10-04 12:17:18 main:581] : INFO : Epoch 1879 | loss: 0.03109 | val_loss: 0.0311162 | Time: 1458.41 ms [2021-10-04 12:17:19 main:581] : INFO : Epoch 1880 | loss: 0.0310896 | val_loss: 0.0311123 | Time: 1435.82 ms [2021-10-04 12:17:20 main:581] : INFO : Epoch 1881 | loss: 0.0310902 | val_loss: 0.0311223 | Time: 1421.15 ms [2021-10-04 12:17:22 main:581] : INFO : Epoch 1882 | loss: 0.0310881 | val_loss: 0.0311158 | Time: 1421.84 ms [2021-10-04 12:17:23 main:581] : INFO : Epoch 1883 | loss: 0.0310975 | val_loss: 0.0311169 | Time: 1427.1 ms [2021-10-04 12:17:25 main:581] : INFO : Epoch 1884 | loss: 0.0310986 | val_loss: 0.0311176 | Time: 1433.96 ms [2021-10-04 12:17:26 main:581] : INFO : Epoch 1885 | loss: 0.0310943 | val_loss: 0.0311171 | Time: 1420.06 ms [2021-10-04 12:17:28 main:581] : INFO : Epoch 1886 | loss: 0.0310921 | val_loss: 0.0311198 | Time: 1450.78 ms [2021-10-04 12:17:29 main:581] : INFO : Epoch 1887 | loss: 0.0310924 | val_loss: 0.0311188 | Time: 1418.59 ms [2021-10-04 12:17:30 main:581] : INFO : Epoch 1888 | loss: 0.0310935 | val_loss: 0.0311189 | Time: 1423.67 ms [2021-10-04 12:17:32 main:581] : INFO : Epoch 1889 | loss: 0.0310933 | val_loss: 0.0311207 | Time: 1434.12 ms [2021-10-04 12:17:33 main:581] : INFO : Epoch 1890 | loss: 0.0310992 | val_loss: 0.0311273 | Time: 1466.65 ms [2021-10-04 12:17:35 main:581] : INFO : Epoch 1891 | loss: 0.0311003 | val_loss: 0.0311262 | Time: 1415.53 ms [2021-10-04 12:17:36 main:581] : INFO : Epoch 1892 | loss: 0.0310918 | val_loss: 0.0311169 | Time: 1425.79 ms [2021-10-04 12:17:38 main:581] : INFO : Epoch 1893 | loss: 0.0310863 | val_loss: 0.0311155 | Time: 1655.96 ms [2021-10-04 12:17:39 main:581] : INFO : Epoch 1894 | loss: 0.0310859 | val_loss: 0.0311175 | Time: 1510.83 ms [2021-10-04 12:17:41 main:581] : INFO : Epoch 1895 | loss: 0.0310906 | val_loss: 0.031112 | Time: 1437.58 ms [2021-10-04 12:17:42 main:581] : INFO : Epoch 1896 | loss: 0.0311033 | val_loss: 0.0311237 | Time: 1429.61 ms [2021-10-04 12:17:44 main:581] : INFO : Epoch 1897 | loss: 0.0311054 | val_loss: 0.0311215 | Time: 1463.09 ms [2021-10-04 12:17:45 main:581] : INFO : Epoch 1898 | loss: 0.0311016 | val_loss: 0.031121 | Time: 1531.56 ms [2021-10-04 12:17:47 main:581] : INFO : Epoch 1899 | loss: 0.0310968 | val_loss: 0.0311176 | Time: 1464.87 ms [2021-10-04 12:17:48 main:581] : INFO : Epoch 1900 | loss: 0.0310933 | val_loss: 0.0311238 | Time: 1437.6 ms [2021-10-04 12:17:50 main:581] : INFO : Epoch 1901 | loss: 0.0310974 | val_loss: 0.0311227 | Time: 1443.25 ms [2021-10-04 12:17:51 main:581] : INFO : Epoch 1902 | loss: 0.0311369 | val_loss: 0.0311385 | Time: 1449.51 ms [2021-10-04 12:17:52 main:581] : INFO : Epoch 1903 | loss: 0.03114 | val_loss: 0.0311373 | Time: 1425.18 ms [2021-10-04 12:17:54 main:581] : INFO : Epoch 1904 | loss: 0.0311328 | val_loss: 0.0311359 | Time: 1432.2 ms [2021-10-04 12:17:55 main:581] : INFO : Epoch 1905 | loss: 0.0311287 | val_loss: 0.0311384 | Time: 1425.82 ms [2021-10-04 12:17:57 main:581] : INFO : Epoch 1906 | loss: 0.0311252 | val_loss: 0.0311316 | Time: 1421.57 ms [2021-10-04 12:17:58 main:581] : INFO : Epoch 1907 | loss: 0.0311235 | val_loss: 0.0311302 | Time: 1422.58 ms [2021-10-04 12:18:00 main:581] : INFO : Epoch 1908 | loss: 0.0311189 | val_loss: 0.031129 | Time: 1425.9 ms [2021-10-04 12:18:01 main:581] : INFO : Epoch 1909 | loss: 0.0311166 | val_loss: 0.0311251 | Time: 1465.32 ms [2021-10-04 12:18:02 main:581] : INFO : Epoch 1910 | loss: 0.0311147 | val_loss: 0.0311242 | Time: 1432.78 ms [2021-10-04 12:18:04 main:581] : INFO : Epoch 1911 | loss: 0.0311136 | val_loss: 0.0311198 | Time: 1434.51 ms [2021-10-04 12:18:05 main:581] : INFO : Epoch 1912 | loss: 0.0311118 | val_loss: 0.03112 | Time: 1423.98 ms [2021-10-04 12:18:07 main:581] : INFO : Epoch 1913 | loss: 0.03111 | val_loss: 0.0311214 | Time: 1450.46 ms [2021-10-04 12:18:08 main:581] : INFO : Epoch 1914 | loss: 0.0311114 | val_loss: 0.0311182 | Time: 1420.91 ms [2021-10-04 12:18:10 main:581] : INFO : Epoch 1915 | loss: 0.0311068 | val_loss: 0.0311178 | Time: 1420.45 ms [2021-10-04 12:18:11 main:581] : INFO : Epoch 1916 | loss: 0.031109 | val_loss: 0.0311189 | Time: 1455.25 ms [2021-10-04 12:18:12 main:581] : INFO : Epoch 1917 | loss: 0.0311064 | val_loss: 0.0311151 | Time: 1424.29 ms [2021-10-04 12:18:14 main:581] : INFO : Epoch 1918 | loss: 0.0311027 | val_loss: 0.0311177 | Time: 1435.45 ms [2021-10-04 12:18:15 main:581] : INFO : Epoch 1919 | loss: 0.0311001 | val_loss: 0.0311211 | Time: 1428.27 ms [2021-10-04 12:18:17 main:581] : INFO : Epoch 1920 | loss: 0.0311001 | val_loss: 0.0311231 | Time: 1436.72 ms [2021-10-04 12:18:18 main:581] : INFO : Epoch 1921 | loss: 0.0310998 | val_loss: 0.031118 | Time: 1430.03 ms [2021-10-04 12:18:20 main:581] : INFO : Epoch 1922 | loss: 0.0310949 | val_loss: 0.0311174 | Time: 1434.63 ms [2021-10-04 12:18:21 main:581] : INFO : Epoch 1923 | loss: 0.0310931 | val_loss: 0.0311192 | Time: 1424.39 ms [2021-10-04 12:18:22 main:581] : INFO : Epoch 1924 | loss: 0.0311024 | val_loss: 0.0311185 | Time: 1423.83 ms [2021-10-04 12:18:24 main:581] : INFO : Epoch 1925 | loss: 0.0311012 | val_loss: 0.0311207 | Time: 1422.1 ms [2021-10-04 12:18:25 main:581] : INFO : Epoch 1926 | loss: 0.0310989 | val_loss: 0.0311217 | Time: 1422.76 ms [2021-10-04 12:18:27 main:581] : INFO : Epoch 1927 | loss: 0.0310956 | val_loss: 0.0311206 | Time: 1429.66 ms [2021-10-04 12:18:28 main:581] : INFO : Epoch 1928 | loss: 0.0310936 | val_loss: 0.0311176 | Time: 1425.75 ms [2021-10-04 12:18:30 main:581] : INFO : Epoch 1929 | loss: 0.0310927 | val_loss: 0.0311164 | Time: 1418.78 ms [2021-10-04 12:18:31 main:581] : INFO : Epoch 1930 | loss: 0.0310904 | val_loss: 0.0311212 | Time: 1450.41 ms [2021-10-04 12:18:32 main:581] : INFO : Epoch 1931 | loss: 0.0310888 | val_loss: 0.0311163 | Time: 1429.96 ms [2021-10-04 12:18:34 main:581] : INFO : Epoch 1932 | loss: 0.0310876 | val_loss: 0.0311179 | Time: 1439.62 ms [2021-10-04 12:18:35 main:581] : INFO : Epoch 1933 | loss: 0.0310885 | val_loss: 0.0311232 | Time: 1441.86 ms [2021-10-04 12:18:37 main:581] : INFO : Epoch 1934 | loss: 0.0310936 | val_loss: 0.0311177 | Time: 1439.51 ms [2021-10-04 12:18:38 main:581] : INFO : Epoch 1935 | loss: 0.0310916 | val_loss: 0.031119 | Time: 1424.28 ms [2021-10-04 12:18:40 main:581] : INFO : Epoch 1936 | loss: 0.0310904 | val_loss: 0.0311175 | Time: 1420.63 ms [2021-10-04 12:18:41 main:581] : INFO : Epoch 1937 | loss: 0.0310884 | val_loss: 0.031115 | Time: 1417 ms [2021-10-04 12:18:43 main:581] : INFO : Epoch 1938 | loss: 0.0310873 | val_loss: 0.0311162 | Time: 1449.15 ms [2021-10-04 12:18:44 main:581] : INFO : Epoch 1939 | loss: 0.0310855 | val_loss: 0.031113 | Time: 1425.34 ms [2021-10-04 12:18:45 main:581] : INFO : Epoch 1940 | loss: 0.0310855 | val_loss: 0.0311138 | Time: 1535.7 ms [2021-10-04 12:18:47 main:581] : INFO : Epoch 1941 | loss: 0.0310843 | val_loss: 0.031118 | Time: 1468.19 ms [2021-10-04 12:18:48 main:581] : INFO : Epoch 1942 | loss: 0.0310822 | val_loss: 0.0311176 | Time: 1458.63 ms [2021-10-04 12:18:50 main:581] : INFO : Epoch 1943 | loss: 0.0310837 | val_loss: 0.0311131 | Time: 1429.78 ms [2021-10-04 12:18:51 main:581] : INFO : Epoch 1944 | loss: 0.0310831 | val_loss: 0.0311141 | Time: 1426.28 ms [2021-10-04 12:18:53 main:581] : INFO : Epoch 1945 | loss: 0.0310889 | val_loss: 0.0311197 | Time: 1423.29 ms [2021-10-04 12:18:54 main:581] : INFO : Epoch 1946 | loss: 0.0310891 | val_loss: 0.0311162 | Time: 1422.94 ms [2021-10-04 12:18:56 main:581] : INFO : Epoch 1947 | loss: 0.031086 | val_loss: 0.0311191 | Time: 1431.4 ms [2021-10-04 12:18:57 main:581] : INFO : Epoch 1948 | loss: 0.0310872 | val_loss: 0.0311224 | Time: 1427.13 ms [2021-10-04 12:18:58 main:581] : INFO : Epoch 1949 | loss: 0.031088 | val_loss: 0.0311296 | Time: 1424.96 ms [2021-10-04 12:19:00 main:581] : INFO : Epoch 1950 | loss: 0.0311574 | val_loss: 0.0311741 | Time: 1449.01 ms [2021-10-04 12:19:01 main:581] : INFO : Epoch 1951 | loss: 0.0311691 | val_loss: 0.0311689 | Time: 1419.39 ms [2021-10-04 12:19:03 main:581] : INFO : Epoch 1952 | loss: 0.0311621 | val_loss: 0.0311621 | Time: 1433.48 ms [2021-10-04 12:19:04 main:581] : INFO : Epoch 1953 | loss: 0.0311557 | val_loss: 0.0311571 | Time: 1439.79 ms [2021-10-04 12:19:06 main:581] : INFO : Epoch 1954 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 1443.05 ms [2021-10-04 12:19:07 main:581] : INFO : Epoch 1955 | loss: 0.0311447 | val_loss: 0.0311578 | Time: 1441.54 ms [2021-10-04 12:19:08 main:581] : INFO : Epoch 1956 | loss: 0.0311454 | val_loss: 0.0311565 | Time: 1444.01 ms [2021-10-04 12:19:10 main:581] : INFO : Epoch 1957 | loss: 0.0311418 | val_loss: 0.0311556 | Time: 1434.73 ms [2021-10-04 12:19:11 main:581] : INFO : Epoch 1958 | loss: 0.0311394 | val_loss: 0.0311614 | Time: 1424.45 ms [2021-10-04 12:19:13 main:581] : INFO : Epoch 1959 | loss: 0.0311437 | val_loss: 0.0311649 | Time: 1422.76 ms [2021-10-04 12:19:14 main:581] : INFO : Epoch 1960 | loss: 0.0311409 | val_loss: 0.0311555 | Time: 1419.97 ms [2021-10-04 12:19:16 main:581] : INFO : Epoch 1961 | loss: 0.0311345 | val_loss: 0.0311511 | Time: 1444.19 ms [2021-10-04 12:19:17 main:581] : INFO : Epoch 1962 | loss: 0.0311314 | val_loss: 0.0311463 | Time: 1641.03 ms [2021-10-04 12:19:19 main:581] : INFO : Epoch 1963 | loss: 0.0311288 | val_loss: 0.0311452 | Time: 1463.41 ms [2021-10-04 12:19:20 main:581] : INFO : Epoch 1964 | loss: 0.0311282 | val_loss: 0.0311474 | Time: 1439.17 ms [2021-10-04 12:19:22 main:581] : INFO : Epoch 1965 | loss: 0.0311245 | val_loss: 0.0311425 | Time: 1416.38 ms [2021-10-04 12:19:23 main:581] : INFO : Epoch 1966 | loss: 0.0311211 | val_loss: 0.0311421 | Time: 1451.25 ms [2021-10-04 12:19:25 main:581] : INFO : Epoch 1967 | loss: 0.031121 | val_loss: 0.0311397 | Time: 1482.11 ms [2021-10-04 12:19:26 main:581] : INFO : Epoch 1968 | loss: 0.0311203 | val_loss: 0.0311397 | Time: 1420.5 ms [2021-10-04 12:19:27 main:581] : INFO : Epoch 1969 | loss: 0.0311194 | val_loss: 0.0311409 | Time: 1422.14 ms [2021-10-04 12:19:29 main:581] : INFO : Epoch 1970 | loss: 0.0311185 | val_loss: 0.0311384 | Time: 1420.28 ms [2021-10-04 12:19:30 main:581] : INFO : Epoch 1971 | loss: 0.0311157 | val_loss: 0.0311405 | Time: 1425.69 ms [2021-10-04 12:19:32 main:581] : INFO : Epoch 1972 | loss: 0.0311155 | val_loss: 0.031139 | Time: 1436.46 ms [2021-10-04 12:19:33 main:581] : INFO : Epoch 1973 | loss: 0.0311161 | val_loss: 0.031143 | Time: 1430.89 ms [2021-10-04 12:19:34 main:581] : INFO : Epoch 1974 | loss: 0.0311151 | val_loss: 0.0311414 | Time: 1438.06 ms [2021-10-04 12:19:36 main:581] : INFO : Epoch 1975 | loss: 0.0311145 | val_loss: 0.031137 | Time: 1425.06 ms [2021-10-04 12:19:37 main:581] : INFO : Epoch 1976 | loss: 0.0311126 | val_loss: 0.0311386 | Time: 1432.51 ms [2021-10-04 12:19:39 main:581] : INFO : Epoch 1977 | loss: 0.0311176 | val_loss: 0.0311394 | Time: 1432.65 ms [2021-10-04 12:19:40 main:581] : INFO : Epoch 1978 | loss: 0.031115 | val_loss: 0.0311392 | Time: 1436.31 ms [2021-10-04 12:19:42 main:581] : INFO : Epoch 1979 | loss: 0.0311203 | val_loss: 0.0311437 | Time: 1536.22 ms [2021-10-04 12:19:43 main:581] : INFO : Epoch 1980 | loss: 0.0311205 | val_loss: 0.0311365 | Time: 1441.53 ms [2021-10-04 12:19:45 main:581] : INFO : Epoch 1981 | loss: 0.0311198 | val_loss: 0.0311372 | Time: 1422.69 ms [2021-10-04 12:19:46 main:581] : INFO : Epoch 1982 | loss: 0.0311159 | val_loss: 0.0311353 | Time: 1420.4 ms [2021-10-04 12:19:47 main:581] : INFO : Epoch 1983 | loss: 0.0311135 | val_loss: 0.0311326 | Time: 1425.46 ms [2021-10-04 12:19:49 main:581] : INFO : Epoch 1984 | loss: 0.0311124 | val_loss: 0.0311367 | Time: 1424.45 ms [2021-10-04 12:19:50 main:581] : INFO : Epoch 1985 | loss: 0.0311127 | val_loss: 0.0311376 | Time: 1423.28 ms [2021-10-04 12:19:52 main:581] : INFO : Epoch 1986 | loss: 0.0311144 | val_loss: 0.0311385 | Time: 1422.67 ms [2021-10-04 12:19:53 main:581] : INFO : Epoch 1987 | loss: 0.0311133 | val_loss: 0.0311367 | Time: 1426.1 ms [2021-10-04 12:19:55 main:581] : INFO : Epoch 1988 | loss: 0.0311122 | val_loss: 0.0311386 | Time: 1419.45 ms [2021-10-04 12:19:56 main:581] : INFO : Epoch 1989 | loss: 0.0311141 | val_loss: 0.0311368 | Time: 1422.64 ms [2021-10-04 12:19:57 main:581] : INFO : Epoch 1990 | loss: 0.0311122 | val_loss: 0.0311379 | Time: 1446.03 ms [2021-10-04 12:19:59 main:581] : INFO : Epoch 1991 | loss: 0.0311107 | val_loss: 0.0311414 | Time: 1432.9 ms [2021-10-04 12:20:00 main:581] : INFO : Epoch 1992 | loss: 0.03111 | val_loss: 0.031135 | Time: 1482.64 ms [2021-10-04 12:20:02 main:581] : INFO : Epoch 1993 | loss: 0.03111 | val_loss: 0.031131 | Time: 1443.33 ms [2021-10-04 12:20:03 main:581] : INFO : Epoch 1994 | loss: 0.0311091 | val_loss: 0.0311304 | Time: 1434.06 ms [2021-10-04 12:20:05 main:581] : INFO : Epoch 1995 | loss: 0.0311089 | val_loss: 0.0311331 | Time: 1485.05 ms [2021-10-04 12:20:06 main:581] : INFO : Epoch 1996 | loss: 0.0311101 | val_loss: 0.0311345 | Time: 1504.49 ms [2021-10-04 12:20:08 main:581] : INFO : Epoch 1997 | loss: 0.0311118 | val_loss: 0.0311338 | Time: 1436.2 ms [2021-10-04 12:20:09 main:581] : INFO : Epoch 1998 | loss: 0.0311102 | val_loss: 0.0311344 | Time: 1436.59 ms [2021-10-04 12:20:11 main:581] : INFO : Epoch 1999 | loss: 0.0311089 | val_loss: 0.031129 | Time: 1427.99 ms [2021-10-04 12:20:12 main:581] : INFO : Epoch 2000 | loss: 0.0311092 | val_loss: 0.0311314 | Time: 1467.36 ms [2021-10-04 12:20:13 main:581] : INFO : Epoch 2001 | loss: 0.0311059 | val_loss: 0.0311315 | Time: 1417.46 ms [2021-10-04 12:20:15 main:581] : INFO : Epoch 2002 | loss: 0.031106 | val_loss: 0.0311335 | Time: 1424.85 ms [2021-10-04 12:20:16 main:581] : INFO : Epoch 2003 | loss: 0.0311059 | val_loss: 0.031134 | Time: 1420.3 ms [2021-10-04 12:20:18 main:581] : INFO : Epoch 2004 | loss: 0.0311087 | val_loss: 0.0311348 | Time: 1447.91 ms [2021-10-04 12:20:19 main:581] : INFO : Epoch 2005 | loss: 0.0311034 | val_loss: 0.0311327 | Time: 1420.26 ms [2021-10-04 12:20:21 main:581] : INFO : Epoch 2006 | loss: 0.0311049 | val_loss: 0.031129 | Time: 1417.14 ms [2021-10-04 12:20:22 main:581] : INFO : Epoch 2007 | loss: 0.0311094 | val_loss: 0.0311338 | Time: 1423.74 ms [2021-10-04 12:20:23 main:581] : INFO : Epoch 2008 | loss: 0.0311082 | val_loss: 0.0311323 | Time: 1433.36 ms [2021-10-04 12:20:25 main:581] : INFO : Epoch 2009 | loss: 0.0311052 | val_loss: 0.0311295 | Time: 1453.32 ms [2021-10-04 12:20:26 main:581] : INFO : Epoch 2010 | loss: 0.0311055 | val_loss: 0.0311291 | Time: 1509.62 ms [2021-10-04 12:20:28 main:581] : INFO : Epoch 2011 | loss: 0.0311035 | val_loss: 0.0311308 | Time: 1420.56 ms [2021-10-04 12:20:29 main:581] : INFO : Epoch 2012 | loss: 0.0311043 | val_loss: 0.0311269 | Time: 1421.16 ms [2021-10-04 12:20:31 main:581] : INFO : Epoch 2013 | loss: 0.0311036 | val_loss: 0.0311291 | Time: 1425.76 ms [2021-10-04 12:20:32 main:581] : INFO : Epoch 2014 | loss: 0.0311046 | val_loss: 0.0311295 | Time: 1459.94 ms [2021-10-04 12:20:34 main:581] : INFO : Epoch 2015 | loss: 0.0311038 | val_loss: 0.0311259 | Time: 1545.52 ms [2021-10-04 12:20:35 main:581] : INFO : Epoch 2016 | loss: 0.0310991 | val_loss: 0.0311348 | Time: 1508.61 ms [2021-10-04 12:20:37 main:581] : INFO : Epoch 2017 | loss: 0.0311013 | val_loss: 0.0311326 | Time: 1444.12 ms [2021-10-04 12:20:38 main:581] : INFO : Epoch 2018 | loss: 0.0310971 | val_loss: 0.0311322 | Time: 1429.74 ms [2021-10-04 12:20:39 main:581] : INFO : Epoch 2019 | loss: 0.0310981 | val_loss: 0.0311285 | Time: 1430.69 ms [2021-10-04 12:20:41 main:581] : INFO : Epoch 2020 | loss: 0.0310982 | val_loss: 0.0311252 | Time: 1428.61 ms [2021-10-04 12:20:42 main:581] : INFO : Epoch 2021 | loss: 0.0310962 | val_loss: 0.0311329 | Time: 1422.98 ms [2021-10-04 12:20:44 main:581] : INFO : Epoch 2022 | loss: 0.0310954 | val_loss: 0.0311297 | Time: 1445.26 ms [2021-10-04 12:20:45 main:581] : INFO : Epoch 2023 | loss: 0.0310944 | val_loss: 0.0311267 | Time: 1449.54 ms [2021-10-04 12:20:47 main:581] : INFO : Epoch 2024 | loss: 0.031094 | val_loss: 0.0311249 | Time: 1439.63 ms [2021-10-04 12:20:48 main:581] : INFO : Epoch 2025 | loss: 0.0310959 | val_loss: 0.0311286 | Time: 1423.35 ms [2021-10-04 12:20:50 main:581] : INFO : Epoch 2026 | loss: 0.0310935 | val_loss: 0.0311317 | Time: 1420.16 ms [2021-10-04 12:20:51 main:581] : INFO : Epoch 2027 | loss: 0.0310942 | val_loss: 0.031129 | Time: 1438.09 ms [2021-10-04 12:20:52 main:581] : INFO : Epoch 2028 | loss: 0.0310933 | val_loss: 0.0311229 | Time: 1450.38 ms [2021-10-04 12:20:54 main:581] : INFO : Epoch 2029 | loss: 0.0310935 | val_loss: 0.031127 | Time: 1443.91 ms [2021-10-04 12:20:55 main:581] : INFO : Epoch 2030 | loss: 0.0310941 | val_loss: 0.0311261 | Time: 1422.39 ms [2021-10-04 12:20:57 main:581] : INFO : Epoch 2031 | loss: 0.0310932 | val_loss: 0.0311259 | Time: 1441.05 ms [2021-10-04 12:20:58 main:581] : INFO : Epoch 2032 | loss: 0.0310942 | val_loss: 0.0311212 | Time: 1440.99 ms [2021-10-04 12:21:00 main:581] : INFO : Epoch 2033 | loss: 0.0310937 | val_loss: 0.0311252 | Time: 1454.16 ms [2021-10-04 12:21:01 main:581] : INFO : Epoch 2034 | loss: 0.031093 | val_loss: 0.0311257 | Time: 1419.19 ms [2021-10-04 12:21:02 main:581] : INFO : Epoch 2035 | loss: 0.0310912 | val_loss: 0.0311319 | Time: 1448.23 ms [2021-10-04 12:21:04 main:581] : INFO : Epoch 2036 | loss: 0.0310922 | val_loss: 0.0311201 | Time: 1430.52 ms [2021-10-04 12:21:05 main:581] : INFO : Epoch 2037 | loss: 0.0310906 | val_loss: 0.0311261 | Time: 1437.06 ms [2021-10-04 12:21:07 main:581] : INFO : Epoch 2038 | loss: 0.0310912 | val_loss: 0.0311259 | Time: 1437.4 ms [2021-10-04 12:21:08 main:581] : INFO : Epoch 2039 | loss: 0.0310916 | val_loss: 0.0311188 | Time: 1473.45 ms [2021-10-04 12:21:10 main:581] : INFO : Epoch 2040 | loss: 0.0310903 | val_loss: 0.0311233 | Time: 1436.12 ms [2021-10-04 12:21:11 main:581] : INFO : Epoch 2041 | loss: 0.0310943 | val_loss: 0.0311273 | Time: 1422.98 ms [2021-10-04 12:21:13 main:581] : INFO : Epoch 2042 | loss: 0.031101 | val_loss: 0.0311262 | Time: 1420.33 ms [2021-10-04 12:21:14 main:581] : INFO : Epoch 2043 | loss: 0.0310948 | val_loss: 0.0311213 | Time: 1422.12 ms [2021-10-04 12:21:15 main:581] : INFO : Epoch 2044 | loss: 0.0310874 | val_loss: 0.031122 | Time: 1429.22 ms [2021-10-04 12:21:17 main:581] : INFO : Epoch 2045 | loss: 0.031086 | val_loss: 0.0311221 | Time: 1418.95 ms [2021-10-04 12:21:18 main:581] : INFO : Epoch 2046 | loss: 0.0310883 | val_loss: 0.0311313 | Time: 1419.07 ms [2021-10-04 12:21:20 main:581] : INFO : Epoch 2047 | loss: 0.0310914 | val_loss: 0.0311263 | Time: 1421.73 ms [2021-10-04 12:21:21 main:581] : INFO : Epoch 2048 | loss: 0.0310903 | val_loss: 0.0311342 | Time: 1442.91 ms [2021-10-04 12:21:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311342 [2021-10-04 12:21:21 main:610] : INFO : Saving end state to config to file [2021-10-04 12:21:21 main:615] : INFO : Success, exiting.. 12:21:21 (20208): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)