Task 12579473
| Name | ParityModified-1645996991-3940-1-0_0 |
| Workunit | 9739343 |
| Created | 5 Mar 2022, 18:37:14 UTC |
| Sent | 10 Mar 2022, 2:16:45 UTC |
| Report deadline | 18 Mar 2022, 2:16:45 UTC |
| Received | 11 Mar 2022, 2:18:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13372 |
| Run time | 1 hours 21 min 27 sec |
| CPU time | 1 hours 20 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,868.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.69 GB |
| Peak swap size | 4.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311425 | val_loss: 0.0311593 | Time: 1147.91 ms [2022-03-10 19:10:41 main:574] : INFO : Epoch 1543 | loss: 0.0311405 | val_loss: 0.0311579 | Time: 1427.34 ms [2022-03-10 19:10:42 main:574] : INFO : Epoch 1544 | loss: 0.03114 | val_loss: 0.0311594 | Time: 1110.37 ms [2022-03-10 19:10:44 main:574] : INFO : Epoch 1545 | loss: 0.0311379 | val_loss: 0.0311643 | Time: 1457.42 ms [2022-03-10 19:10:45 main:574] : INFO : Epoch 1546 | loss: 0.0311392 | val_loss: 0.0311607 | Time: 1108.08 ms [2022-03-10 19:10:46 main:574] : INFO : Epoch 1547 | loss: 0.0311386 | val_loss: 0.031162 | Time: 1452.96 ms [2022-03-10 19:10:47 main:574] : INFO : Epoch 1548 | loss: 0.0311382 | val_loss: 0.0311592 | Time: 1105.83 ms [2022-03-10 19:10:49 main:574] : INFO : Epoch 1549 | loss: 0.0311385 | val_loss: 0.0311613 | Time: 1454.43 ms [2022-03-10 19:10:50 main:574] : INFO : Epoch 1550 | loss: 0.0311428 | val_loss: 0.0311707 | Time: 1201.82 ms [2022-03-10 19:10:52 main:574] : INFO : Epoch 1551 | loss: 0.0311414 | val_loss: 0.0311624 | Time: 1510.6 ms [2022-03-10 19:10:53 main:574] : INFO : Epoch 1552 | loss: 0.0311358 | val_loss: 0.0311613 | Time: 1124.83 ms [2022-03-10 19:10:54 main:574] : INFO : Epoch 1553 | loss: 0.0311353 | val_loss: 0.0311625 | Time: 1422.15 ms [2022-03-10 19:10:55 main:574] : INFO : Epoch 1554 | loss: 0.0311348 | val_loss: 0.031163 | Time: 1162.27 ms [2022-03-10 19:10:57 main:574] : INFO : Epoch 1555 | loss: 0.0311342 | val_loss: 0.0311608 | Time: 1396.97 ms [2022-03-10 19:10:58 main:574] : INFO : Epoch 1556 | loss: 0.0311342 | val_loss: 0.0311616 | Time: 1192.17 ms [2022-03-10 19:10:59 main:574] : INFO : Epoch 1557 | loss: 0.0311332 | val_loss: 0.031159 | Time: 1347.6 ms [2022-03-10 19:11:01 main:574] : INFO : Epoch 1558 | loss: 0.031133 | val_loss: 0.031158 | Time: 1405.7 ms [2022-03-10 19:11:02 main:574] : INFO : Epoch 1559 | loss: 0.0311339 | val_loss: 0.0311599 | Time: 1285.53 ms [2022-03-10 19:11:03 main:574] : INFO : Epoch 1560 | loss: 0.0311329 | val_loss: 0.0311611 | Time: 1305.96 ms [2022-03-10 19:11:05 main:574] : INFO : Epoch 1561 | loss: 0.0311358 | val_loss: 0.0311664 | Time: 1264.2 ms [2022-03-10 19:11:06 main:574] : INFO : Epoch 1562 | loss: 0.0311335 | val_loss: 0.03116 | Time: 1345.81 ms [2022-03-10 19:11:07 main:574] : INFO : Epoch 1563 | loss: 0.0311316 | val_loss: 0.0311617 | Time: 1209.23 ms [2022-03-10 19:11:08 main:574] : INFO : Epoch 1564 | loss: 0.0311318 | val_loss: 0.0311602 | Time: 1358.93 ms [2022-03-10 19:11:10 main:574] : INFO : Epoch 1565 | loss: 0.0311312 | val_loss: 0.031161 | Time: 1177.57 ms [2022-03-10 19:11:11 main:574] : INFO : Epoch 1566 | loss: 0.0311305 | val_loss: 0.0311578 | Time: 1388.68 ms [2022-03-10 19:11:12 main:574] : INFO : Epoch 1567 | loss: 0.0311315 | val_loss: 0.0311593 | Time: 1170.17 ms [2022-03-10 19:11:14 main:574] : INFO : Epoch 1568 | loss: 0.0311322 | val_loss: 0.0311661 | Time: 1451.77 ms [2022-03-10 19:11:15 main:574] : INFO : Epoch 1569 | loss: 0.0311324 | val_loss: 0.0311604 | Time: 1115.1 ms [2022-03-10 19:11:16 main:574] : INFO : Epoch 1570 | loss: 0.0311318 | val_loss: 0.0311631 | Time: 1427.04 ms [2022-03-10 19:11:17 main:574] : INFO : Epoch 1571 | loss: 0.0311314 | val_loss: 0.0311609 | Time: 1103.53 ms [2022-03-10 19:11:19 main:574] : INFO : Epoch 1572 | loss: 0.0311329 | val_loss: 0.0311652 | Time: 1562.35 ms [2022-03-10 19:11:20 main:574] : INFO : Epoch 1573 | loss: 0.0311311 | val_loss: 0.0311588 | Time: 1108.47 ms [2022-03-10 19:11:21 main:574] : INFO : Epoch 1574 | loss: 0.0311308 | val_loss: 0.0311604 | Time: 1443.98 ms [2022-03-10 19:11:23 main:574] : INFO : Epoch 1575 | loss: 0.0311331 | val_loss: 0.0311706 | Time: 1111.66 ms [2022-03-10 19:11:24 main:574] : INFO : Epoch 1576 | loss: 0.0311366 | val_loss: 0.0311652 | Time: 1454.34 ms [2022-03-10 19:11:25 main:574] : INFO : Epoch 1577 | loss: 0.0311316 | val_loss: 0.0311611 | Time: 1105.47 ms [2022-03-10 19:11:27 main:574] : INFO : Epoch 1578 | loss: 0.0311309 | val_loss: 0.0311603 | Time: 1430.22 ms [2022-03-10 19:11:28 main:574] : INFO : Epoch 1579 | loss: 0.0311311 | val_loss: 0.0311607 | Time: 1109.13 ms [2022-03-10 19:11:29 main:574] : INFO : Epoch 1580 | loss: 0.0311305 | val_loss: 0.0311636 | Time: 1452.85 ms [2022-03-10 19:11:30 main:574] : INFO : Epoch 1581 | loss: 0.0311306 | val_loss: 0.0311613 | Time: 1144.85 ms [2022-03-10 19:11:32 main:574] : INFO : Epoch 1582 | loss: 0.0311306 | val_loss: 0.0311614 | Time: 1415.45 ms [2022-03-10 19:11:33 main:574] : INFO : Epoch 1583 | loss: 0.03113 | val_loss: 0.0311592 | Time: 1143.74 ms [2022-03-10 19:11:34 main:574] : INFO : Epoch 1584 | loss: 0.0311304 | val_loss: 0.0311652 | Time: 1400.54 ms [2022-03-10 19:11:36 main:574] : INFO : Epoch 1585 | loss: 0.0311325 | val_loss: 0.031171 | Time: 1470.02 ms [2022-03-10 19:11:37 main:574] : INFO : Epoch 1586 | loss: 0.0311312 | val_loss: 0.0311609 | Time: 1298.4 ms [2022-03-10 19:11:38 main:574] : INFO : Epoch 1587 | loss: 0.0311302 | val_loss: 0.0311627 | Time: 1349.61 ms [2022-03-10 19:11:40 main:574] : INFO : Epoch 1588 | loss: 0.0311307 | val_loss: 0.0311607 | Time: 1219.79 ms [2022-03-10 19:11:41 main:574] : INFO : Epoch 1589 | loss: 0.0311303 | val_loss: 0.0311625 | Time: 1367.53 ms [2022-03-10 19:11:42 main:574] : INFO : Epoch 1590 | loss: 0.0311315 | val_loss: 0.0311588 | Time: 1172.61 ms [2022-03-10 19:11:44 main:574] : INFO : Epoch 1591 | loss: 0.0311366 | val_loss: 0.0311596 | Time: 1405.2 ms [2022-03-10 19:11:45 main:574] : INFO : Epoch 1592 | loss: 0.031136 | val_loss: 0.0311593 | Time: 1148.04 ms [2022-03-10 19:11:46 main:574] : INFO : Epoch 1593 | loss: 0.0311416 | val_loss: 0.0311604 | Time: 1587.04 ms [2022-03-10 19:11:47 main:574] : INFO : Epoch 1594 | loss: 0.0311426 | val_loss: 0.0311587 | Time: 1107.98 ms [2022-03-10 19:11:49 main:574] : INFO : Epoch 1595 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 1445.48 ms [2022-03-10 19:11:50 main:574] : INFO : Epoch 1596 | loss: 0.0311396 | val_loss: 0.0311645 | Time: 1113.45 ms [2022-03-10 19:11:51 main:574] : INFO : Epoch 1597 | loss: 0.0311376 | val_loss: 0.0311613 | Time: 1479.12 ms [2022-03-10 19:11:53 main:574] : INFO : Epoch 1598 | loss: 0.0311356 | val_loss: 0.0311663 | Time: 1103.24 ms [2022-03-10 19:11:54 main:574] : INFO : Epoch 1599 | loss: 0.0311358 | val_loss: 0.0311629 | Time: 1468.99 ms [2022-03-10 19:11:55 main:574] : INFO : Epoch 1600 | loss: 0.0311357 | val_loss: 0.0311644 | Time: 1100.06 ms [2022-03-10 19:11:57 main:574] : INFO : Epoch 1601 | loss: 0.0311347 | val_loss: 0.0311643 | Time: 1444.46 ms [2022-03-10 19:11:58 main:574] : INFO : Epoch 1602 | loss: 0.0311346 | val_loss: 0.0311622 | Time: 1345.87 ms [2022-03-10 19:11:59 main:574] : INFO : Epoch 1603 | loss: 0.0311335 | val_loss: 0.0311668 | Time: 1379.02 ms [2022-03-10 19:12:01 main:574] : INFO : Epoch 1604 | loss: 0.0311346 | val_loss: 0.0311673 | Time: 1255.02 ms [2022-03-10 19:12:02 main:574] : INFO : Epoch 1605 | loss: 0.0311384 | val_loss: 0.0311652 | Time: 1313.69 ms [2022-03-10 19:12:03 main:574] : INFO : Epoch 1606 | loss: 0.0311379 | val_loss: 0.0311644 | Time: 1260.71 ms [2022-03-10 19:12:04 main:574] : INFO : Epoch 1607 | loss: 0.0311348 | val_loss: 0.0311623 | Time: 1274.87 ms [2022-03-10 19:12:06 main:574] : INFO : Epoch 1608 | loss: 0.0311365 | val_loss: 0.0311633 | Time: 1318.85 ms [2022-03-10 19:12:07 main:574] : INFO : Epoch 1609 | loss: 0.0311384 | val_loss: 0.0311658 | Time: 1267.31 ms [2022-03-10 19:12:08 main:574] : INFO : Epoch 1610 | loss: 0.0311406 | val_loss: 0.0311646 | Time: 1350.76 ms [2022-03-10 19:12:10 main:574] : INFO : Epoch 1611 | loss: 0.0311394 | val_loss: 0.0311654 | Time: 1205.6 ms [2022-03-10 19:12:11 main:574] : INFO : Epoch 1612 | loss: 0.0311374 | val_loss: 0.0311674 | Time: 1374.1 ms [2022-03-10 19:12:12 main:574] : INFO : Epoch 1613 | loss: 0.0311354 | val_loss: 0.0311661 | Time: 1157.15 ms [2022-03-10 19:12:14 main:574] : INFO : Epoch 1614 | loss: 0.0311364 | val_loss: 0.0311652 | Time: 1402.48 ms [2022-03-10 19:12:15 main:574] : INFO : Epoch 1615 | loss: 0.0311336 | val_loss: 0.0311682 | Time: 1303.54 ms [2022-03-10 19:12:16 main:574] : INFO : Epoch 1616 | loss: 0.0311326 | val_loss: 0.0311683 | Time: 1437.51 ms [2022-03-10 19:12:17 main:574] : INFO : Epoch 1617 | loss: 0.0311336 | val_loss: 0.0311653 | Time: 1106.27 ms [2022-03-10 19:12:19 main:574] : INFO : Epoch 1618 | loss: 0.0311359 | val_loss: 0.0311709 | Time: 1468.35 ms [2022-03-10 19:12:20 main:574] : INFO : Epoch 1619 | loss: 0.0311351 | val_loss: 0.0311689 | Time: 1109.28 ms [2022-03-10 19:12:21 main:574] : INFO : Epoch 1620 | loss: 0.0311325 | val_loss: 0.0311664 | Time: 1454.12 ms [2022-03-10 19:12:23 main:574] : INFO : Epoch 1621 | loss: 0.0311337 | val_loss: 0.031167 | Time: 1125.98 ms [2022-03-10 19:12:24 main:574] : INFO : Epoch 1622 | loss: 0.0311329 | val_loss: 0.0311722 | Time: 1430.54 ms [2022-03-10 19:12:25 main:574] : INFO : Epoch 1623 | loss: 0.0311335 | val_loss: 0.0311697 | Time: 1109.53 ms [2022-03-10 19:12:27 main:574] : INFO : Epoch 1624 | loss: 0.0311315 | val_loss: 0.0311716 | Time: 1485.88 ms [2022-03-10 19:12:28 main:574] : INFO : Epoch 1625 | loss: 0.0311308 | val_loss: 0.031166 | Time: 1312.85 ms [2022-03-10 19:12:29 main:574] : INFO : Epoch 1626 | loss: 0.0311307 | val_loss: 0.0311682 | Time: 1369.45 ms [2022-03-10 19:12:31 main:574] : INFO : Epoch 1627 | loss: 0.0311311 | val_loss: 0.0311644 | Time: 1245.55 ms [2022-03-10 19:12:32 main:574] : INFO : Epoch 1628 | loss: 0.0311327 | val_loss: 0.031164 | Time: 1321.46 ms [2022-03-10 19:12:33 main:574] : INFO : Epoch 1629 | loss: 0.0311321 | val_loss: 0.0311642 | Time: 1260.9 ms [2022-03-10 19:12:35 main:574] : INFO : Epoch 1630 | loss: 0.031133 | val_loss: 0.0311665 | Time: 1310.03 ms [2022-03-10 19:12:36 main:574] : INFO : Epoch 1631 | loss: 0.0311302 | val_loss: 0.0311628 | Time: 1296.18 ms [2022-03-10 19:12:37 main:574] : INFO : Epoch 1632 | loss: 0.0311382 | val_loss: 0.0311594 | Time: 1263.5 ms [2022-03-10 19:12:38 main:574] : INFO : Epoch 1633 | loss: 0.0311335 | val_loss: 0.0311598 | Time: 1314.27 ms [2022-03-10 19:12:40 main:574] : INFO : Epoch 1634 | loss: 0.0311312 | val_loss: 0.0311603 | Time: 1212.6 ms [2022-03-10 19:12:41 main:574] : INFO : Epoch 1635 | loss: 0.0311306 | val_loss: 0.0311627 | Time: 1357.18 ms [2022-03-10 19:12:42 main:574] : INFO : Epoch 1636 | loss: 0.0311363 | val_loss: 0.0311641 | Time: 1222.2 ms [2022-03-10 19:12:44 main:574] : INFO : Epoch 1637 | loss: 0.0311413 | val_loss: 0.0311674 | Time: 1565.84 ms [2022-03-10 19:12:45 main:574] : INFO : Epoch 1638 | loss: 0.0311333 | val_loss: 0.0311663 | Time: 1105.53 ms [2022-03-10 19:12:46 main:574] : INFO : Epoch 1639 | loss: 0.0311313 | val_loss: 0.0311618 | Time: 1420.68 ms [2022-03-10 19:12:47 main:574] : INFO : Epoch 1640 | loss: 0.0311329 | val_loss: 0.0311676 | Time: 1102.3 ms [2022-03-10 19:12:49 main:574] : INFO : Epoch 1641 | loss: 0.0311299 | val_loss: 0.0311628 | Time: 1459.27 ms [2022-03-10 19:12:50 main:574] : INFO : Epoch 1642 | loss: 0.0311273 | val_loss: 0.0311599 | Time: 1118.11 ms [2022-03-10 19:12:51 main:574] : INFO : Epoch 1643 | loss: 0.0311284 | val_loss: 0.0311605 | Time: 1459.94 ms [2022-03-10 19:12:53 main:574] : INFO : Epoch 1644 | loss: 0.0311283 | val_loss: 0.0311599 | Time: 1104.69 ms [2022-03-10 19:12:54 main:574] : INFO : Epoch 1645 | loss: 0.0311289 | val_loss: 0.0311663 | Time: 1437.71 ms [2022-03-10 19:12:55 main:574] : INFO : Epoch 1646 | loss: 0.0311294 | val_loss: 0.0311643 | Time: 1104.45 ms [2022-03-10 19:12:57 main:574] : INFO : Epoch 1647 | loss: 0.0311273 | val_loss: 0.0311598 | Time: 1434.12 ms [2022-03-10 19:12:58 main:574] : INFO : Epoch 1648 | loss: 0.031127 | val_loss: 0.0311637 | Time: 1102.06 ms [2022-03-10 19:12:59 main:574] : INFO : Epoch 1649 | loss: 0.0311292 | val_loss: 0.031164 | Time: 1579.17 ms [2022-03-10 19:13:00 main:574] : INFO : Epoch 1650 | loss: 0.0311285 | val_loss: 0.0311649 | Time: 1160.71 ms [2022-03-10 19:13:02 main:574] : INFO : Epoch 1651 | loss: 0.0311286 | val_loss: 0.0311601 | Time: 1377.39 ms [2022-03-10 19:13:03 main:574] : INFO : Epoch 1652 | loss: 0.0311285 | val_loss: 0.0311689 | Time: 1169.09 ms [2022-03-10 19:13:04 main:574] : INFO : Epoch 1653 | loss: 0.0311272 | val_loss: 0.0311621 | Time: 1371.62 ms [2022-03-10 19:13:06 main:574] : INFO : Epoch 1654 | loss: 0.0311262 | val_loss: 0.0311618 | Time: 1222.58 ms [2022-03-10 19:13:07 main:574] : INFO : Epoch 1655 | loss: 0.0311256 | val_loss: 0.031164 | Time: 1397.9 ms [2022-03-10 19:13:08 main:574] : INFO : Epoch 1656 | loss: 0.0311293 | val_loss: 0.0311705 | Time: 1256.34 ms [2022-03-10 19:13:10 main:574] : INFO : Epoch 1657 | loss: 0.0311365 | val_loss: 0.0311676 | Time: 1285.31 ms [2022-03-10 19:13:11 main:574] : INFO : Epoch 1658 | loss: 0.0311352 | val_loss: 0.0311686 | Time: 1290.91 ms [2022-03-10 19:13:12 main:574] : INFO : Epoch 1659 | loss: 0.0311355 | val_loss: 0.0311615 | Time: 1248.08 ms [2022-03-10 19:13:13 main:574] : INFO : Epoch 1660 | loss: 0.0311303 | val_loss: 0.0311591 | Time: 1335.02 ms [2022-03-10 19:13:15 main:574] : INFO : Epoch 1661 | loss: 0.0311304 | val_loss: 0.0311623 | Time: 1229.03 ms [2022-03-10 19:13:16 main:574] : INFO : Epoch 1662 | loss: 0.0311288 | val_loss: 0.0311638 | Time: 1598.66 ms [2022-03-10 19:13:17 main:574] : INFO : Epoch 1663 | loss: 0.0311277 | val_loss: 0.0311603 | Time: 1120.32 ms [2022-03-10 19:13:19 main:574] : INFO : Epoch 1664 | loss: 0.0311295 | val_loss: 0.0311721 | Time: 1454.87 ms [2022-03-10 19:13:20 main:574] : INFO : Epoch 1665 | loss: 0.0311331 | val_loss: 0.0311657 | Time: 1113.33 ms [2022-03-10 19:13:21 main:574] : INFO : Epoch 1666 | loss: 0.0311309 | val_loss: 0.0311664 | Time: 1422.47 ms [2022-03-10 19:13:22 main:574] : INFO : Epoch 1667 | loss: 0.0311288 | val_loss: 0.0311607 | Time: 1099.93 ms [2022-03-10 19:13:24 main:574] : INFO : Epoch 1668 | loss: 0.0311286 | val_loss: 0.0311637 | Time: 1450.95 ms [2022-03-10 19:13:25 main:574] : INFO : Epoch 1669 | loss: 0.0311263 | val_loss: 0.0311641 | Time: 1109.3 ms [2022-03-10 19:13:27 main:574] : INFO : Epoch 1670 | loss: 0.0311273 | val_loss: 0.0311616 | Time: 1465.08 ms [2022-03-10 19:13:28 main:574] : INFO : Epoch 1671 | loss: 0.0311291 | val_loss: 0.0311589 | Time: 1105.04 ms [2022-03-10 19:13:29 main:574] : INFO : Epoch 1672 | loss: 0.0311291 | val_loss: 0.0311573 | Time: 1432.13 ms [2022-03-10 19:13:30 main:574] : INFO : Epoch 1673 | loss: 0.0311265 | val_loss: 0.0311612 | Time: 1113.95 ms [2022-03-10 19:13:32 main:574] : INFO : Epoch 1674 | loss: 0.0311265 | val_loss: 0.0311622 | Time: 1439.25 ms [2022-03-10 19:13:33 main:574] : INFO : Epoch 1675 | loss: 0.0311369 | val_loss: 0.0311639 | Time: 1385.73 ms [2022-03-10 19:13:34 main:574] : INFO : Epoch 1676 | loss: 0.0311403 | val_loss: 0.0311616 | Time: 1334.67 ms [2022-03-10 19:13:36 main:574] : INFO : Epoch 1677 | loss: 0.0311378 | val_loss: 0.0311611 | Time: 1210.12 ms [2022-03-10 19:13:37 main:574] : INFO : Epoch 1678 | loss: 0.0311346 | val_loss: 0.0311627 | Time: 1323.09 ms [2022-03-10 19:13:38 main:574] : INFO : Epoch 1679 | loss: 0.031133 | val_loss: 0.0311642 | Time: 1254.62 ms [2022-03-10 19:13:40 main:574] : INFO : Epoch 1680 | loss: 0.031133 | val_loss: 0.0311631 | Time: 1315.39 ms [2022-03-10 19:13:41 main:574] : INFO : Epoch 1681 | loss: 0.0311306 | val_loss: 0.0311644 | Time: 1289.56 ms [2022-03-10 19:13:42 main:574] : INFO : Epoch 1682 | loss: 0.031131 | val_loss: 0.0311641 | Time: 1254.76 ms [2022-03-10 19:13:43 main:574] : INFO : Epoch 1683 | loss: 0.0311324 | val_loss: 0.0311662 | Time: 1286.42 ms [2022-03-10 19:13:45 main:574] : INFO : Epoch 1684 | loss: 0.031132 | val_loss: 0.0311639 | Time: 1238.15 ms [2022-03-10 19:13:46 main:574] : INFO : Epoch 1685 | loss: 0.0311317 | val_loss: 0.0311646 | Time: 1385.36 ms [2022-03-10 19:13:47 main:574] : INFO : Epoch 1686 | loss: 0.0311338 | val_loss: 0.0311751 | Time: 1186.37 ms [2022-03-10 19:13:49 main:574] : INFO : Epoch 1687 | loss: 0.0312068 | val_loss: 0.0325074 | Time: 1405.08 ms [2022-03-10 19:13:50 main:574] : INFO : Epoch 1688 | loss: 0.0580467 | val_loss: 0.0414337 | Time: 1153.23 ms [2022-03-10 19:13:51 main:574] : INFO : Epoch 1689 | loss: 0.0367361 | val_loss: 0.0336468 | Time: 1594.39 ms [2022-03-10 19:13:53 main:574] : INFO : Epoch 1690 | loss: 0.0322278 | val_loss: 0.031384 | Time: 1105.41 ms [2022-03-10 19:13:54 main:574] : INFO : Epoch 1691 | loss: 0.031408 | val_loss: 0.0313362 | Time: 1430.44 ms [2022-03-10 19:13:55 main:574] : INFO : Epoch 1692 | loss: 0.0312799 | val_loss: 0.0312651 | Time: 1110.25 ms [2022-03-10 19:13:57 main:574] : INFO : Epoch 1693 | loss: 0.0312541 | val_loss: 0.0312506 | Time: 1456.72 ms [2022-03-10 19:13:58 main:574] : INFO : Epoch 1694 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1104.31 ms [2022-03-10 19:13:59 main:574] : INFO : Epoch 1695 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1444.11 ms [2022-03-10 19:14:00 main:574] : INFO : Epoch 1696 | loss: 0.031243 | val_loss: 0.0312427 | Time: 1110.68 ms [2022-03-10 19:14:02 main:574] : INFO : Epoch 1697 | loss: 0.0312411 | val_loss: 0.031241 | Time: 1466.27 ms [2022-03-10 19:14:03 main:574] : INFO : Epoch 1698 | loss: 0.031239 | val_loss: 0.0312383 | Time: 1344.05 ms [2022-03-10 19:14:04 main:574] : INFO : Epoch 1699 | loss: 0.0312368 | val_loss: 0.0312368 | Time: 1360.72 ms [2022-03-10 19:14:06 main:574] : INFO : Epoch 1700 | loss: 0.0312348 | val_loss: 0.0312338 | Time: 1232.64 ms [2022-03-10 19:14:07 main:574] : INFO : Epoch 1701 | loss: 0.0312327 | val_loss: 0.0312312 | Time: 1335.48 ms [2022-03-10 19:14:08 main:574] : INFO : Epoch 1702 | loss: 0.03123 | val_loss: 0.0312293 | Time: 1290.25 ms [2022-03-10 19:14:10 main:574] : INFO : Epoch 1703 | loss: 0.0312272 | val_loss: 0.0312261 | Time: 1272.01 ms [2022-03-10 19:14:11 main:574] : INFO : Epoch 1704 | loss: 0.0312245 | val_loss: 0.031223 | Time: 1288.02 ms [2022-03-10 19:14:12 main:574] : INFO : Epoch 1705 | loss: 0.0312208 | val_loss: 0.03122 | Time: 1240.25 ms [2022-03-10 19:14:13 main:574] : INFO : Epoch 1706 | loss: 0.0312175 | val_loss: 0.0312166 | Time: 1313 ms [2022-03-10 19:14:15 main:574] : INFO : Epoch 1707 | loss: 0.0312144 | val_loss: 0.0312133 | Time: 1246.7 ms [2022-03-10 19:14:16 main:574] : INFO : Epoch 1708 | loss: 0.0312111 | val_loss: 0.0312098 | Time: 1341.9 ms [2022-03-10 19:14:17 main:574] : INFO : Epoch 1709 | loss: 0.0312076 | val_loss: 0.0312058 | Time: 1205.09 ms [2022-03-10 19:14:19 main:574] : INFO : Epoch 1710 | loss: 0.0312051 | val_loss: 0.0312032 | Time: 1383.01 ms [2022-03-10 19:14:20 main:574] : INFO : Epoch 1711 | loss: 0.0312029 | val_loss: 0.0312015 | Time: 1287.03 ms [2022-03-10 19:14:21 main:574] : INFO : Epoch 1712 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 1440.81 ms [2022-03-10 19:14:22 main:574] : INFO : Epoch 1713 | loss: 0.0311988 | val_loss: 0.0311969 | Time: 1108.88 ms [2022-03-10 19:14:24 main:574] : INFO : Epoch 1714 | loss: 0.0311974 | val_loss: 0.0311957 | Time: 1453.89 ms [2022-03-10 19:14:25 main:574] : INFO : Epoch 1715 | loss: 0.0311958 | val_loss: 0.0311953 | Time: 1104.05 ms [2022-03-10 19:14:26 main:574] : INFO : Epoch 1716 | loss: 0.0311945 | val_loss: 0.0311929 | Time: 1446.17 ms [2022-03-10 19:14:28 main:574] : INFO : Epoch 1717 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 1109.62 ms [2022-03-10 19:14:29 main:574] : INFO : Epoch 1718 | loss: 0.0311928 | val_loss: 0.0311927 | Time: 1443.37 ms [2022-03-10 19:14:30 main:574] : INFO : Epoch 1719 | loss: 0.0311914 | val_loss: 0.0311901 | Time: 1105.66 ms [2022-03-10 19:14:32 main:574] : INFO : Epoch 1720 | loss: 0.03119 | val_loss: 0.0311906 | Time: 1434.88 ms [2022-03-10 19:14:33 main:574] : INFO : Epoch 1721 | loss: 0.0311895 | val_loss: 0.031189 | Time: 1109.55 ms [2022-03-10 19:14:34 main:574] : INFO : Epoch 1722 | loss: 0.0311891 | val_loss: 0.0311897 | Time: 1475.23 ms [2022-03-10 19:14:35 main:574] : INFO : Epoch 1723 | loss: 0.031191 | val_loss: 0.0311902 | Time: 1109.9 ms [2022-03-10 19:14:37 main:574] : INFO : Epoch 1724 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 1454.33 ms [2022-03-10 19:14:38 main:574] : INFO : Epoch 1725 | loss: 0.0311883 | val_loss: 0.0311898 | Time: 1109.78 ms [2022-03-10 19:14:39 main:574] : INFO : Epoch 1726 | loss: 0.0311918 | val_loss: 0.0311908 | Time: 1576.85 ms [2022-03-10 19:14:41 main:574] : INFO : Epoch 1727 | loss: 0.031191 | val_loss: 0.0311909 | Time: 1247.61 ms [2022-03-10 19:14:42 main:574] : INFO : Epoch 1728 | loss: 0.0311888 | val_loss: 0.0311884 | Time: 1305.73 ms [2022-03-10 19:14:43 main:574] : INFO : Epoch 1729 | loss: 0.0311875 | val_loss: 0.0311993 | Time: 1304.35 ms [2022-03-10 19:14:45 main:574] : INFO : Epoch 1730 | loss: 0.0311928 | val_loss: 0.0311883 | Time: 1257.45 ms [2022-03-10 19:14:46 main:574] : INFO : Epoch 1731 | loss: 0.0311849 | val_loss: 0.031187 | Time: 1312 ms [2022-03-10 19:14:47 main:574] : INFO : Epoch 1732 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 1227.47 ms [2022-03-10 19:14:49 main:574] : INFO : Epoch 1733 | loss: 0.0311854 | val_loss: 0.0311873 | Time: 1322.92 ms [2022-03-10 19:14:50 main:574] : INFO : Epoch 1734 | loss: 0.0311864 | val_loss: 0.031189 | Time: 1378.86 ms [2022-03-10 19:14:51 main:574] : INFO : Epoch 1735 | loss: 0.0311855 | val_loss: 0.0311884 | Time: 1447.34 ms [2022-03-10 19:14:52 main:574] : INFO : Epoch 1736 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 1107.41 ms [2022-03-10 19:14:54 main:574] : INFO : Epoch 1737 | loss: 0.0311843 | val_loss: 0.031193 | Time: 1451.85 ms [2022-03-10 19:14:55 main:574] : INFO : Epoch 1738 | loss: 0.0311852 | val_loss: 0.0311936 | Time: 1103.46 ms [2022-03-10 19:14:57 main:574] : INFO : Epoch 1739 | loss: 0.0311856 | val_loss: 0.0311847 | Time: 1457.19 ms [2022-03-10 19:14:58 main:574] : INFO : Epoch 1740 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 1114.97 ms [2022-03-10 19:14:59 main:574] : INFO : Epoch 1741 | loss: 0.0311813 | val_loss: 0.0311846 | Time: 1438.2 ms [2022-03-10 19:15:00 main:574] : INFO : Epoch 1742 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 1107.09 ms [2022-03-10 19:15:02 main:574] : INFO : Epoch 1743 | loss: 0.0311798 | val_loss: 0.031184 | Time: 1451.42 ms [2022-03-10 19:15:03 main:574] : INFO : Epoch 1744 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 1100.65 ms [2022-03-10 19:15:04 main:574] : INFO : Epoch 1745 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 1438.67 ms [2022-03-10 19:15:05 main:574] : INFO : Epoch 1746 | loss: 0.0311788 | val_loss: 0.031183 | Time: 1122.73 ms [2022-03-10 19:15:07 main:574] : INFO : Epoch 1747 | loss: 0.0311784 | val_loss: 0.0311833 | Time: 1415.02 ms [2022-03-10 19:15:08 main:574] : INFO : Epoch 1748 | loss: 0.0311839 | val_loss: 0.0312014 | Time: 1136.38 ms [2022-03-10 19:15:09 main:574] : INFO : Epoch 1749 | loss: 0.031183 | val_loss: 0.0311905 | Time: 1502.17 ms [2022-03-10 19:15:11 main:574] : INFO : Epoch 1750 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 1205.1 ms [2022-03-10 19:15:12 main:574] : INFO : Epoch 1751 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 1331.6 ms [2022-03-10 19:15:13 main:574] : INFO : Epoch 1752 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 1217.33 ms [2022-03-10 19:15:15 main:574] : INFO : Epoch 1753 | loss: 0.0311801 | val_loss: 0.0311913 | Time: 1318.72 ms [2022-03-10 19:15:16 main:574] : INFO : Epoch 1754 | loss: 0.031179 | val_loss: 0.0311824 | Time: 1274.36 ms [2022-03-10 19:15:17 main:574] : INFO : Epoch 1755 | loss: 0.0311783 | val_loss: 0.0311891 | Time: 1297.28 ms [2022-03-10 19:15:18 main:574] : INFO : Epoch 1756 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 1324.63 ms [2022-03-10 19:15:20 main:574] : INFO : Epoch 1757 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 1239.63 ms [2022-03-10 19:15:21 main:574] : INFO : Epoch 1758 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1343.25 ms [2022-03-10 19:15:22 main:574] : INFO : Epoch 1759 | loss: 0.0311746 | val_loss: 0.0311812 | Time: 1337.22 ms [2022-03-10 19:15:24 main:574] : INFO : Epoch 1760 | loss: 0.0311777 | val_loss: 0.0312056 | Time: 1432.04 ms [2022-03-10 19:15:25 main:574] : INFO : Epoch 1761 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 1122.9 ms [2022-03-10 19:15:26 main:574] : INFO : Epoch 1762 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 1455.59 ms [2022-03-10 19:15:28 main:574] : INFO : Epoch 1763 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 1110.98 ms [2022-03-10 19:15:29 main:574] : INFO : Epoch 1764 | loss: 0.0311762 | val_loss: 0.0312077 | Time: 1447.73 ms [2022-03-10 19:15:30 main:574] : INFO : Epoch 1765 | loss: 0.0311826 | val_loss: 0.0311825 | Time: 1109.23 ms [2022-03-10 19:15:32 main:574] : INFO : Epoch 1766 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 1452.21 ms [2022-03-10 19:15:33 main:574] : INFO : Epoch 1767 | loss: 0.0311753 | val_loss: 0.031203 | Time: 1104.02 ms [2022-03-10 19:15:34 main:574] : INFO : Epoch 1768 | loss: 0.031178 | val_loss: 0.031182 | Time: 1457.19 ms [2022-03-10 19:15:35 main:574] : INFO : Epoch 1769 | loss: 0.031177 | val_loss: 0.0311834 | Time: 1110.01 ms [2022-03-10 19:15:37 main:574] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 1415.69 ms [2022-03-10 19:15:38 main:574] : INFO : Epoch 1771 | loss: 0.0311706 | val_loss: 0.0311821 | Time: 1132.45 ms [2022-03-10 19:15:39 main:574] : INFO : Epoch 1772 | loss: 0.0311713 | val_loss: 0.0311865 | Time: 1418.34 ms [2022-03-10 19:15:41 main:574] : INFO : Epoch 1773 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 1165.56 ms [2022-03-10 19:15:42 main:574] : INFO : Epoch 1774 | loss: 0.0311735 | val_loss: 0.0311962 | Time: 1379.88 ms [2022-03-10 19:15:43 main:574] : INFO : Epoch 1775 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 1166.05 ms [2022-03-10 19:15:45 main:574] : INFO : Epoch 1776 | loss: 0.0311718 | val_loss: 0.0311792 | Time: 1470.01 ms [2022-03-10 19:15:46 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311816 | Time: 1259.18 ms [2022-03-10 19:15:47 main:574] : INFO : Epoch 1778 | loss: 0.0311707 | val_loss: 0.0311901 | Time: 1294.14 ms [2022-03-10 19:15:48 main:574] : INFO : Epoch 1779 | loss: 0.0311763 | val_loss: 0.0311812 | Time: 1303.75 ms [2022-03-10 19:15:50 main:574] : INFO : Epoch 1780 | loss: 0.0311851 | val_loss: 0.0311838 | Time: 1245.33 ms [2022-03-10 19:15:51 main:574] : INFO : Epoch 1781 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 1321.99 ms [2022-03-10 19:15:52 main:574] : INFO : Epoch 1782 | loss: 0.0311689 | val_loss: 0.0311809 | Time: 1214.97 ms [2022-03-10 19:15:54 main:574] : INFO : Epoch 1783 | loss: 0.0311719 | val_loss: 0.0311787 | Time: 1369.41 ms [2022-03-10 19:15:55 main:574] : INFO : Epoch 1784 | loss: 0.0311703 | val_loss: 0.0311807 | Time: 1341.19 ms [2022-03-10 19:15:57 main:574] : INFO : Epoch 1785 | loss: 0.0311706 | val_loss: 0.0311864 | Time: 1566.2 ms [2022-03-10 19:15:58 main:574] : INFO : Epoch 1786 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 1102.68 ms [2022-03-10 19:15:59 main:574] : INFO : Epoch 1787 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 1409.97 ms [2022-03-10 19:16:00 main:574] : INFO : Epoch 1788 | loss: 0.0311675 | val_loss: 0.0311806 | Time: 1099.2 ms [2022-03-10 19:16:02 main:574] : INFO : Epoch 1789 | loss: 0.0311689 | val_loss: 0.0311916 | Time: 1443.36 ms [2022-03-10 19:16:03 main:574] : INFO : Epoch 1790 | loss: 0.0311685 | val_loss: 0.0311852 | Time: 1102.82 ms [2022-03-10 19:16:04 main:574] : INFO : Epoch 1791 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 1454.41 ms [2022-03-10 19:16:05 main:574] : INFO : Epoch 1792 | loss: 0.0311653 | val_loss: 0.0311799 | Time: 1099.95 ms [2022-03-10 19:16:07 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 1431.68 ms [2022-03-10 19:16:08 main:574] : INFO : Epoch 1794 | loss: 0.0311738 | val_loss: 0.0312019 | Time: 1101.58 ms [2022-03-10 19:16:09 main:574] : INFO : Epoch 1795 | loss: 0.0311708 | val_loss: 0.0311862 | Time: 1430.88 ms [2022-03-10 19:16:10 main:574] : INFO : Epoch 1796 | loss: 0.031172 | val_loss: 0.0311857 | Time: 1151.19 ms [2022-03-10 19:16:12 main:574] : INFO : Epoch 1797 | loss: 0.0311726 | val_loss: 0.031178 | Time: 1419.55 ms [2022-03-10 19:16:13 main:574] : INFO : Epoch 1798 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 1158.03 ms [2022-03-10 19:16:14 main:574] : INFO : Epoch 1799 | loss: 0.0311688 | val_loss: 0.031178 | Time: 1392.59 ms [2022-03-10 19:16:16 main:574] : INFO : Epoch 1800 | loss: 0.0311668 | val_loss: 0.0311784 | Time: 1205.58 ms [2022-03-10 19:16:17 main:574] : INFO : Epoch 1801 | loss: 0.0311669 | val_loss: 0.0311834 | Time: 1347.26 ms [2022-03-10 19:16:18 main:574] : INFO : Epoch 1802 | loss: 0.0311761 | val_loss: 0.0311813 | Time: 1211.99 ms [2022-03-10 19:16:20 main:574] : INFO : Epoch 1803 | loss: 0.0311742 | val_loss: 0.0311905 | Time: 1471.77 ms [2022-03-10 19:16:21 main:574] : INFO : Epoch 1804 | loss: 0.0311788 | val_loss: 0.0312056 | Time: 1361.39 ms [2022-03-10 19:16:22 main:574] : INFO : Epoch 1805 | loss: 0.0311894 | val_loss: 0.0312095 | Time: 1194.99 ms [2022-03-10 19:16:24 main:574] : INFO : Epoch 1806 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 1368.01 ms [2022-03-10 19:16:25 main:574] : INFO : Epoch 1807 | loss: 0.0311698 | val_loss: 0.031176 | Time: 1312.51 ms [2022-03-10 19:16:26 main:574] : INFO : Epoch 1808 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 1456.65 ms [2022-03-10 19:16:28 main:574] : INFO : Epoch 1809 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 1095.35 ms [2022-03-10 19:16:29 main:574] : INFO : Epoch 1810 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 1455.35 ms [2022-03-10 19:16:30 main:574] : INFO : Epoch 1811 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 1098.05 ms [2022-03-10 19:16:32 main:574] : INFO : Epoch 1812 | loss: 0.0311793 | val_loss: 0.0311768 | Time: 1428.4 ms [2022-03-10 19:16:33 main:574] : INFO : Epoch 1813 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 1100.04 ms [2022-03-10 19:16:34 main:574] : INFO : Epoch 1814 | loss: 0.0311661 | val_loss: 0.0311799 | Time: 1435.64 ms [2022-03-10 19:16:35 main:574] : INFO : Epoch 1815 | loss: 0.0311688 | val_loss: 0.0311891 | Time: 1107.63 ms [2022-03-10 19:16:37 main:574] : INFO : Epoch 1816 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 1423.63 ms [2022-03-10 19:16:38 main:574] : INFO : Epoch 1817 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 1099.69 ms [2022-03-10 19:16:39 main:574] : INFO : Epoch 1818 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 1443.39 ms [2022-03-10 19:16:40 main:574] : INFO : Epoch 1819 | loss: 0.031168 | val_loss: 0.0311857 | Time: 1257.98 ms [2022-03-10 19:16:42 main:574] : INFO : Epoch 1820 | loss: 0.0311686 | val_loss: 0.0311977 | Time: 1443.77 ms [2022-03-10 19:16:43 main:574] : INFO : Epoch 1821 | loss: 0.031169 | val_loss: 0.031177 | Time: 1130.92 ms [2022-03-10 19:16:44 main:574] : INFO : Epoch 1822 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 1382.51 ms [2022-03-10 19:16:46 main:574] : INFO : Epoch 1823 | loss: 0.0311675 | val_loss: 0.0311812 | Time: 1159.52 ms [2022-03-10 19:16:47 main:574] : INFO : Epoch 1824 | loss: 0.0311696 | val_loss: 0.0311848 | Time: 1531.87 ms [2022-03-10 19:16:48 main:574] : INFO : Epoch 1825 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 1264.03 ms [2022-03-10 19:16:50 main:574] : INFO : Epoch 1826 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 1276.67 ms [2022-03-10 19:16:51 main:574] : INFO : Epoch 1827 | loss: 0.0311645 | val_loss: 0.0311795 | Time: 1265.12 ms [2022-03-10 19:16:52 main:574] : INFO : Epoch 1828 | loss: 0.0311638 | val_loss: 0.0311866 | Time: 1269.71 ms [2022-03-10 19:16:54 main:574] : INFO : Epoch 1829 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 1326.34 ms [2022-03-10 19:16:55 main:574] : INFO : Epoch 1830 | loss: 0.0311663 | val_loss: 0.0311791 | Time: 1608.04 ms [2022-03-10 19:16:57 main:574] : INFO : Epoch 1831 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1526.11 ms [2022-03-10 19:16:58 main:574] : INFO : Epoch 1832 | loss: 0.0311642 | val_loss: 0.0311758 | Time: 1103.07 ms [2022-03-10 19:16:59 main:574] : INFO : Epoch 1833 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 1514.24 ms [2022-03-10 19:17:00 main:574] : INFO : Epoch 1834 | loss: 0.0311631 | val_loss: 0.0311789 | Time: 1099.64 ms [2022-03-10 19:17:02 main:574] : INFO : Epoch 1835 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 1421.25 ms [2022-03-10 19:17:03 main:574] : INFO : Epoch 1836 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 1110.88 ms [2022-03-10 19:17:04 main:574] : INFO : Epoch 1837 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1409.34 ms [2022-03-10 19:17:06 main:574] : INFO : Epoch 1838 | loss: 0.0311646 | val_loss: 0.0311842 | Time: 1148.89 ms [2022-03-10 19:17:07 main:574] : INFO : Epoch 1839 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 1402.73 ms [2022-03-10 19:17:08 main:574] : INFO : Epoch 1840 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 1167.78 ms [2022-03-10 19:17:10 main:574] : INFO : Epoch 1841 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 1564.08 ms [2022-03-10 19:17:11 main:574] : INFO : Epoch 1842 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 1300.52 ms [2022-03-10 19:17:12 main:574] : INFO : Epoch 1843 | loss: 0.031163 | val_loss: 0.031177 | Time: 1256.97 ms [2022-03-10 19:17:14 main:574] : INFO : Epoch 1844 | loss: 0.0311695 | val_loss: 0.0311881 | Time: 1332.29 ms [2022-03-10 19:17:15 main:574] : INFO : Epoch 1845 | loss: 0.031171 | val_loss: 0.0311746 | Time: 1216.02 ms [2022-03-10 19:17:16 main:574] : INFO : Epoch 1846 | loss: 0.0311683 | val_loss: 0.0311811 | Time: 1344.43 ms [2022-03-10 19:17:17 main:574] : INFO : Epoch 1847 | loss: 0.0311672 | val_loss: 0.031176 | Time: 1177.06 ms [2022-03-10 19:17:19 main:574] : INFO : Epoch 1848 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 1377.94 ms [2022-03-10 19:17:20 main:574] : INFO : Epoch 1849 | loss: 0.031175 | val_loss: 0.0311774 | Time: 1329.79 ms [2022-03-10 19:17:21 main:574] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 1450.16 ms [2022-03-10 19:17:23 main:574] : INFO : Epoch 1851 | loss: 0.0311708 | val_loss: 0.0311891 | Time: 1103.4 ms [2022-03-10 19:17:24 main:574] : INFO : Epoch 1852 | loss: 0.0311749 | val_loss: 0.031184 | Time: 1438.71 ms [2022-03-10 19:17:25 main:574] : INFO : Epoch 1853 | loss: 0.0311772 | val_loss: 0.0311911 | Time: 1099.81 ms [2022-03-10 19:17:27 main:574] : INFO : Epoch 1854 | loss: 0.0311727 | val_loss: 0.0311826 | Time: 1414.44 ms [2022-03-10 19:17:28 main:574] : INFO : Epoch 1855 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 1102.07 ms [2022-03-10 19:17:29 main:574] : INFO : Epoch 1856 | loss: 0.0311644 | val_loss: 0.0311785 | Time: 1456.46 ms [2022-03-10 19:17:30 main:574] : INFO : Epoch 1857 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1237.21 ms [2022-03-10 19:17:32 main:574] : INFO : Epoch 1858 | loss: 0.0311668 | val_loss: 0.0311917 | Time: 1426.52 ms [2022-03-10 19:17:33 main:574] : INFO : Epoch 1859 | loss: 0.0311771 | val_loss: 0.0311861 | Time: 1110.67 ms [2022-03-10 19:17:34 main:574] : INFO : Epoch 1860 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 1457.34 ms [2022-03-10 19:17:36 main:574] : INFO : Epoch 1861 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 1138.93 ms [2022-03-10 19:17:37 main:574] : INFO : Epoch 1862 | loss: 0.0311666 | val_loss: 0.031178 | Time: 1406.7 ms [2022-03-10 19:17:38 main:574] : INFO : Epoch 1863 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1173.15 ms [2022-03-10 19:17:40 main:574] : INFO : Epoch 1864 | loss: 0.0311636 | val_loss: 0.0311782 | Time: 1513.87 ms [2022-03-10 19:17:41 main:574] : INFO : Epoch 1865 | loss: 0.0311661 | val_loss: 0.0311867 | Time: 1259.69 ms [2022-03-10 19:17:42 main:574] : INFO : Epoch 1866 | loss: 0.0311677 | val_loss: 0.0311914 | Time: 1293.05 ms [2022-03-10 19:17:44 main:574] : INFO : Epoch 1867 | loss: 0.031167 | val_loss: 0.0311794 | Time: 1300.74 ms [2022-03-10 19:17:45 main:574] : INFO : Epoch 1868 | loss: 0.031164 | val_loss: 0.0311745 | Time: 1251.82 ms [2022-03-10 19:17:46 main:574] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 1296.63 ms [2022-03-10 19:17:47 main:574] : INFO : Epoch 1870 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 1215.33 ms [2022-03-10 19:17:49 main:574] : INFO : Epoch 1871 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1368.16 ms [2022-03-10 19:17:50 main:574] : INFO : Epoch 1872 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 1193.55 ms [2022-03-10 19:17:51 main:574] : INFO : Epoch 1873 | loss: 0.0311675 | val_loss: 0.0311867 | Time: 1411.37 ms [2022-03-10 19:17:52 main:574] : INFO : Epoch 1874 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 1152.61 ms [2022-03-10 19:17:54 main:574] : INFO : Epoch 1875 | loss: 0.0311642 | val_loss: 0.031177 | Time: 1407.19 ms [2022-03-10 19:17:55 main:574] : INFO : Epoch 1876 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 1577.69 ms [2022-03-10 19:17:57 main:574] : INFO : Epoch 1877 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 1582.9 ms [2022-03-10 19:17:58 main:574] : INFO : Epoch 1878 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 1191.11 ms [2022-03-10 19:18:00 main:574] : INFO : Epoch 1879 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 1336.03 ms [2022-03-10 19:18:01 main:574] : INFO : Epoch 1880 | loss: 0.031165 | val_loss: 0.0311771 | Time: 1216.22 ms [2022-03-10 19:18:02 main:574] : INFO : Epoch 1881 | loss: 0.0311634 | val_loss: 0.0311733 | Time: 1323.37 ms [2022-03-10 19:18:03 main:574] : INFO : Epoch 1882 | loss: 0.0311619 | val_loss: 0.0311803 | Time: 1255.7 ms [2022-03-10 19:18:05 main:574] : INFO : Epoch 1883 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 1306.49 ms [2022-03-10 19:18:06 main:574] : INFO : Epoch 1884 | loss: 0.031163 | val_loss: 0.0311759 | Time: 1305.17 ms [2022-03-10 19:18:07 main:574] : INFO : Epoch 1885 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 1250.61 ms [2022-03-10 19:18:09 main:574] : INFO : Epoch 1886 | loss: 0.0311604 | val_loss: 0.0311742 | Time: 1317.25 ms [2022-03-10 19:18:10 main:574] : INFO : Epoch 1887 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 1232.94 ms [2022-03-10 19:18:11 main:574] : INFO : Epoch 1888 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 1358.04 ms [2022-03-10 19:18:13 main:574] : INFO : Epoch 1889 | loss: 0.03116 | val_loss: 0.0311716 | Time: 1339.28 ms [2022-03-10 19:18:14 main:574] : INFO : Epoch 1890 | loss: 0.031159 | val_loss: 0.0311734 | Time: 1439.73 ms [2022-03-10 19:18:15 main:574] : INFO : Epoch 1891 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 1121.57 ms [2022-03-10 19:18:17 main:574] : INFO : Epoch 1892 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 1457.15 ms [2022-03-10 19:18:18 main:574] : INFO : Epoch 1893 | loss: 0.0311592 | val_loss: 0.0311732 | Time: 1100.5 ms [2022-03-10 19:18:19 main:574] : INFO : Epoch 1894 | loss: 0.0311594 | val_loss: 0.0311798 | Time: 1463.68 ms [2022-03-10 19:18:20 main:574] : INFO : Epoch 1895 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 1100.95 ms [2022-03-10 19:18:22 main:574] : INFO : Epoch 1896 | loss: 0.0311605 | val_loss: 0.0311779 | Time: 1442.88 ms [2022-03-10 19:18:23 main:574] : INFO : Epoch 1897 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1102.28 ms [2022-03-10 19:18:24 main:574] : INFO : Epoch 1898 | loss: 0.0311625 | val_loss: 0.0311708 | Time: 1435.48 ms [2022-03-10 19:18:25 main:574] : INFO : Epoch 1899 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 1101.61 ms [2022-03-10 19:18:27 main:574] : INFO : Epoch 1900 | loss: 0.0311623 | val_loss: 0.0311725 | Time: 1460.06 ms [2022-03-10 19:18:28 main:574] : INFO : Epoch 1901 | loss: 0.0311595 | val_loss: 0.0311815 | Time: 1103.85 ms [2022-03-10 19:18:29 main:574] : INFO : Epoch 1902 | loss: 0.0311613 | val_loss: 0.0311686 | Time: 1430.08 ms [2022-03-10 19:18:30 main:574] : INFO : Epoch 1903 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 1107.26 ms [2022-03-10 19:18:32 main:574] : INFO : Epoch 1904 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 1542.33 ms [2022-03-10 19:18:33 main:574] : INFO : Epoch 1905 | loss: 0.0311589 | val_loss: 0.0311725 | Time: 1208.48 ms [2022-03-10 19:18:35 main:574] : INFO : Epoch 1906 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1352.04 ms [2022-03-10 19:18:36 main:574] : INFO : Epoch 1907 | loss: 0.0311573 | val_loss: 0.0311693 | Time: 1213.22 ms [2022-03-10 19:18:37 main:574] : INFO : Epoch 1908 | loss: 0.0311569 | val_loss: 0.031169 | Time: 1323.14 ms [2022-03-10 19:18:38 main:574] : INFO : Epoch 1909 | loss: 0.0311562 | val_loss: 0.0311703 | Time: 1256.36 ms [2022-03-10 19:18:40 main:574] : INFO : Epoch 1910 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 1300.9 ms [2022-03-10 19:18:41 main:574] : INFO : Epoch 1911 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 1287.64 ms [2022-03-10 19:18:42 main:574] : INFO : Epoch 1912 | loss: 0.0311565 | val_loss: 0.0311746 | Time: 1263.97 ms [2022-03-10 19:18:44 main:574] : INFO : Epoch 1913 | loss: 0.0311623 | val_loss: 0.0311669 | Time: 1314.41 ms [2022-03-10 19:18:45 main:574] : INFO : Epoch 1914 | loss: 0.0311561 | val_loss: 0.0311672 | Time: 1220.96 ms [2022-03-10 19:18:46 main:574] : INFO : Epoch 1915 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 1343.89 ms [2022-03-10 19:18:47 main:574] : INFO : Epoch 1916 | loss: 0.031162 | val_loss: 0.0311725 | Time: 1203.02 ms [2022-03-10 19:18:49 main:574] : INFO : Epoch 1917 | loss: 0.0311562 | val_loss: 0.0311677 | Time: 1369.25 ms [2022-03-10 19:18:50 main:574] : INFO : Epoch 1918 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 1171.06 ms [2022-03-10 19:18:52 main:574] : INFO : Epoch 1919 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 1592.63 ms [2022-03-10 19:18:53 main:574] : INFO : Epoch 1920 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 1106.05 ms [2022-03-10 19:18:54 main:574] : INFO : Epoch 1921 | loss: 0.0311585 | val_loss: 0.0311682 | Time: 1465.09 ms [2022-03-10 19:18:56 main:574] : INFO : Epoch 1922 | loss: 0.0311553 | val_loss: 0.0311656 | Time: 1663.42 ms [2022-03-10 19:18:57 main:574] : INFO : Epoch 1923 | loss: 0.0311539 | val_loss: 0.0311659 | Time: 1310.91 ms [2022-03-10 19:18:58 main:574] : INFO : Epoch 1924 | loss: 0.0311556 | val_loss: 0.0311758 | Time: 1250.33 ms [2022-03-10 19:19:00 main:574] : INFO : Epoch 1925 | loss: 0.0311576 | val_loss: 0.0311663 | Time: 1303.21 ms [2022-03-10 19:19:01 main:574] : INFO : Epoch 1926 | loss: 0.0311529 | val_loss: 0.0311658 | Time: 1280.47 ms [2022-03-10 19:19:02 main:574] : INFO : Epoch 1927 | loss: 0.0311563 | val_loss: 0.0311709 | Time: 1268.46 ms [2022-03-10 19:19:04 main:574] : INFO : Epoch 1928 | loss: 0.0311537 | val_loss: 0.0311665 | Time: 1479.19 ms [2022-03-10 19:19:05 main:574] : INFO : Epoch 1929 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 1174.93 ms [2022-03-10 19:19:06 main:574] : INFO : Epoch 1930 | loss: 0.0311509 | val_loss: 0.0311679 | Time: 1400.93 ms [2022-03-10 19:19:07 main:574] : INFO : Epoch 1931 | loss: 0.031151 | val_loss: 0.0311809 | Time: 1138.26 ms [2022-03-10 19:19:09 main:574] : INFO : Epoch 1932 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 1466.71 ms [2022-03-10 19:19:10 main:574] : INFO : Epoch 1933 | loss: 0.0311537 | val_loss: 0.0311768 | Time: 1109.54 ms [2022-03-10 19:19:12 main:574] : INFO : Epoch 1934 | loss: 0.0311524 | val_loss: 0.031166 | Time: 1449.44 ms [2022-03-10 19:19:13 main:574] : INFO : Epoch 1935 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 1102.91 ms [2022-03-10 19:19:14 main:574] : INFO : Epoch 1936 | loss: 0.031151 | val_loss: 0.0311687 | Time: 1437.2 ms [2022-03-10 19:19:15 main:574] : INFO : Epoch 1937 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 1104.45 ms [2022-03-10 19:19:17 main:574] : INFO : Epoch 1938 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 1438.35 ms [2022-03-10 19:19:18 main:574] : INFO : Epoch 1939 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 1104.93 ms [2022-03-10 19:19:19 main:574] : INFO : Epoch 1940 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 1455.29 ms [2022-03-10 19:19:20 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.0311783 | Time: 1108.75 ms [2022-03-10 19:19:22 main:574] : INFO : Epoch 1942 | loss: 0.0311617 | val_loss: 0.0311858 | Time: 1451.45 ms [2022-03-10 19:19:23 main:574] : INFO : Epoch 1943 | loss: 0.0311758 | val_loss: 0.0311722 | Time: 1106.15 ms [2022-03-10 19:19:25 main:574] : INFO : Epoch 1944 | loss: 0.031168 | val_loss: 0.0311692 | Time: 1648.28 ms [2022-03-10 19:19:26 main:574] : INFO : Epoch 1945 | loss: 0.0311621 | val_loss: 0.0311691 | Time: 1213.12 ms [2022-03-10 19:19:27 main:574] : INFO : Epoch 1946 | loss: 0.0311679 | val_loss: 0.0311794 | Time: 1317.21 ms [2022-03-10 19:19:28 main:574] : INFO : Epoch 1947 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 1263.01 ms [2022-03-10 19:19:30 main:574] : INFO : Epoch 1948 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 1304.28 ms [2022-03-10 19:19:31 main:574] : INFO : Epoch 1949 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 1303.96 ms [2022-03-10 19:19:32 main:574] : INFO : Epoch 1950 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 1265.42 ms [2022-03-10 19:19:34 main:574] : INFO : Epoch 1951 | loss: 0.0311554 | val_loss: 0.0311696 | Time: 1310.68 ms [2022-03-10 19:19:35 main:574] : INFO : Epoch 1952 | loss: 0.0311562 | val_loss: 0.0311705 | Time: 1222.06 ms [2022-03-10 19:19:36 main:574] : INFO : Epoch 1953 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 1347.01 ms [2022-03-10 19:19:37 main:574] : INFO : Epoch 1954 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 1220.29 ms [2022-03-10 19:19:39 main:574] : INFO : Epoch 1955 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 1402.65 ms [2022-03-10 19:19:40 main:574] : INFO : Epoch 1956 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 1165.42 ms [2022-03-10 19:19:41 main:574] : INFO : Epoch 1957 | loss: 0.031154 | val_loss: 0.0311662 | Time: 1394.33 ms [2022-03-10 19:19:43 main:574] : INFO : Epoch 1958 | loss: 0.0311542 | val_loss: 0.0311712 | Time: 1120.87 ms [2022-03-10 19:19:44 main:574] : INFO : Epoch 1959 | loss: 0.031163 | val_loss: 0.0311695 | Time: 1589.42 ms [2022-03-10 19:19:45 main:574] : INFO : Epoch 1960 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 1109.76 ms [2022-03-10 19:19:47 main:574] : INFO : Epoch 1961 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 1427.52 ms [2022-03-10 19:19:48 main:574] : INFO : Epoch 1962 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 1099.33 ms [2022-03-10 19:19:49 main:574] : INFO : Epoch 1963 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 1423.96 ms [2022-03-10 19:19:50 main:574] : INFO : Epoch 1964 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 1105.59 ms [2022-03-10 19:19:52 main:574] : INFO : Epoch 1965 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 1462.96 ms [2022-03-10 19:19:53 main:574] : INFO : Epoch 1966 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 1104.78 ms [2022-03-10 19:19:54 main:574] : INFO : Epoch 1967 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 1431.69 ms [2022-03-10 19:19:56 main:574] : INFO : Epoch 1968 | loss: 0.031155 | val_loss: 0.0311643 | Time: 1811.49 ms [2022-03-10 19:19:57 main:574] : INFO : Epoch 1969 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 1234.24 ms [2022-03-10 19:19:59 main:574] : INFO : Epoch 1970 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 1352.07 ms [2022-03-10 19:20:00 main:574] : INFO : Epoch 1971 | loss: 0.0311532 | val_loss: 0.0311686 | Time: 1189.95 ms [2022-03-10 19:20:01 main:574] : INFO : Epoch 1972 | loss: 0.0311529 | val_loss: 0.0311668 | Time: 1359.96 ms [2022-03-10 19:20:02 main:574] : INFO : Epoch 1973 | loss: 0.031152 | val_loss: 0.0311706 | Time: 1152.5 ms [2022-03-10 19:20:04 main:574] : INFO : Epoch 1974 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 1397.55 ms [2022-03-10 19:20:05 main:574] : INFO : Epoch 1975 | loss: 0.0311498 | val_loss: 0.0311692 | Time: 1159.51 ms [2022-03-10 19:20:07 main:574] : INFO : Epoch 1976 | loss: 0.0311492 | val_loss: 0.0311656 | Time: 1510.75 ms [2022-03-10 19:20:08 main:574] : INFO : Epoch 1977 | loss: 0.0311536 | val_loss: 0.0311694 | Time: 1102.12 ms [2022-03-10 19:20:09 main:574] : INFO : Epoch 1978 | loss: 0.0311546 | val_loss: 0.0311759 | Time: 1422.81 ms [2022-03-10 19:20:10 main:574] : INFO : Epoch 1979 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 1103.62 ms [2022-03-10 19:20:12 main:574] : INFO : Epoch 1980 | loss: 0.0311546 | val_loss: 0.0311666 | Time: 1443.7 ms [2022-03-10 19:20:13 main:574] : INFO : Epoch 1981 | loss: 0.0311504 | val_loss: 0.0311708 | Time: 1105.81 ms [2022-03-10 19:20:14 main:574] : INFO : Epoch 1982 | loss: 0.0311549 | val_loss: 0.0311694 | Time: 1441.91 ms [2022-03-10 19:20:15 main:574] : INFO : Epoch 1983 | loss: 0.0311504 | val_loss: 0.0311677 | Time: 1104.3 ms [2022-03-10 19:20:17 main:574] : INFO : Epoch 1984 | loss: 0.0311497 | val_loss: 0.0311673 | Time: 1433.15 ms [2022-03-10 19:20:18 main:574] : INFO : Epoch 1985 | loss: 0.0311498 | val_loss: 0.0311634 | Time: 1102.16 ms [2022-03-10 19:20:19 main:574] : INFO : Epoch 1986 | loss: 0.0311492 | val_loss: 0.0311652 | Time: 1452.63 ms [2022-03-10 19:20:20 main:574] : INFO : Epoch 1987 | loss: 0.031149 | val_loss: 0.0311653 | Time: 1102.31 ms [2022-03-10 19:20:22 main:574] : INFO : Epoch 1988 | loss: 0.0311496 | val_loss: 0.031165 | Time: 1456.84 ms [2022-03-10 19:20:23 main:574] : INFO : Epoch 1989 | loss: 0.0311471 | val_loss: 0.0311676 | Time: 1103.85 ms [2022-03-10 19:20:24 main:574] : INFO : Epoch 1990 | loss: 0.0311472 | val_loss: 0.0311663 | Time: 1434.38 ms [2022-03-10 19:20:26 main:574] : INFO : Epoch 1991 | loss: 0.0311485 | val_loss: 0.0311657 | Time: 1105.68 ms [2022-03-10 19:20:27 main:574] : INFO : Epoch 1992 | loss: 0.031149 | val_loss: 0.0311655 | Time: 1441.63 ms [2022-03-10 19:20:28 main:574] : INFO : Epoch 1993 | loss: 0.0311493 | val_loss: 0.0311739 | Time: 1140.82 ms [2022-03-10 19:20:30 main:574] : INFO : Epoch 1994 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 1407.52 ms [2022-03-10 19:20:31 main:574] : INFO : Epoch 1995 | loss: 0.0311556 | val_loss: 0.0311663 | Time: 1136.83 ms [2022-03-10 19:20:32 main:574] : INFO : Epoch 1996 | loss: 0.0311553 | val_loss: 0.031172 | Time: 1409.22 ms [2022-03-10 19:20:33 main:574] : INFO : Epoch 1997 | loss: 0.0311524 | val_loss: 0.0311698 | Time: 1176.48 ms [2022-03-10 19:20:35 main:574] : INFO : Epoch 1998 | loss: 0.0311504 | val_loss: 0.0311661 | Time: 1340.1 ms [2022-03-10 19:20:36 main:574] : INFO : Epoch 1999 | loss: 0.0311511 | val_loss: 0.0311669 | Time: 1189.86 ms [2022-03-10 19:20:37 main:574] : INFO : Epoch 2000 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 1324.39 ms [2022-03-10 19:20:38 main:574] : INFO : Epoch 2001 | loss: 0.0311529 | val_loss: 0.0311766 | Time: 1220.78 ms [2022-03-10 19:20:40 main:574] : INFO : Epoch 2002 | loss: 0.0311541 | val_loss: 0.0311667 | Time: 1320.62 ms [2022-03-10 19:20:41 main:574] : INFO : Epoch 2003 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 1249.24 ms [2022-03-10 19:20:42 main:574] : INFO : Epoch 2004 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 1303.44 ms [2022-03-10 19:20:44 main:574] : INFO : Epoch 2005 | loss: 0.0311519 | val_loss: 0.0311679 | Time: 1257.08 ms [2022-03-10 19:20:45 main:574] : INFO : Epoch 2006 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 1266.32 ms [2022-03-10 19:20:46 main:574] : INFO : Epoch 2007 | loss: 0.0311498 | val_loss: 0.0311677 | Time: 1287.05 ms [2022-03-10 19:20:47 main:574] : INFO : Epoch 2008 | loss: 0.0311491 | val_loss: 0.031167 | Time: 1256.09 ms [2022-03-10 19:20:49 main:574] : INFO : Epoch 2009 | loss: 0.0311486 | val_loss: 0.0311664 | Time: 1328.14 ms [2022-03-10 19:20:50 main:574] : INFO : Epoch 2010 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 1215.63 ms [2022-03-10 19:20:51 main:574] : INFO : Epoch 2011 | loss: 0.0311573 | val_loss: 0.0311751 | Time: 1348.71 ms [2022-03-10 19:20:52 main:574] : INFO : Epoch 2012 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 1184.04 ms [2022-03-10 19:20:54 main:574] : INFO : Epoch 2013 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 1357.71 ms [2022-03-10 19:20:55 main:574] : INFO : Epoch 2014 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 1511.35 ms [2022-03-10 19:20:57 main:574] : INFO : Epoch 2015 | loss: 0.0311679 | val_loss: 0.0311709 | Time: 1506.75 ms [2022-03-10 19:20:58 main:574] : INFO : Epoch 2016 | loss: 0.0311646 | val_loss: 0.0311629 | Time: 1108.79 ms [2022-03-10 19:20:59 main:574] : INFO : Epoch 2017 | loss: 0.0311582 | val_loss: 0.03116 | Time: 1407.49 ms [2022-03-10 19:21:00 main:574] : INFO : Epoch 2018 | loss: 0.0311583 | val_loss: 0.0311625 | Time: 1099.74 ms [2022-03-10 19:21:02 main:574] : INFO : Epoch 2019 | loss: 0.0311548 | val_loss: 0.0311638 | Time: 1441.01 ms [2022-03-10 19:21:03 main:574] : INFO : Epoch 2020 | loss: 0.0311568 | val_loss: 0.0311613 | Time: 1097.95 ms [2022-03-10 19:21:04 main:574] : INFO : Epoch 2021 | loss: 0.0311524 | val_loss: 0.0311585 | Time: 1424.46 ms [2022-03-10 19:21:06 main:574] : INFO : Epoch 2022 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 1099.98 ms [2022-03-10 19:21:07 main:574] : INFO : Epoch 2023 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 1439.96 ms [2022-03-10 19:21:08 main:574] : INFO : Epoch 2024 | loss: 0.0311513 | val_loss: 0.0311653 | Time: 1162.07 ms [2022-03-10 19:21:10 main:574] : INFO : Epoch 2025 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 1385.14 ms [2022-03-10 19:21:11 main:574] : INFO : Epoch 2026 | loss: 0.0311501 | val_loss: 0.031166 | Time: 1158.88 ms [2022-03-10 19:21:12 main:574] : INFO : Epoch 2027 | loss: 0.031151 | val_loss: 0.0311672 | Time: 1366.45 ms [2022-03-10 19:21:13 main:574] : INFO : Epoch 2028 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 1240.19 ms [2022-03-10 19:21:15 main:574] : INFO : Epoch 2029 | loss: 0.0311512 | val_loss: 0.031162 | Time: 1310.44 ms [2022-03-10 19:21:16 main:574] : INFO : Epoch 2030 | loss: 0.0311553 | val_loss: 0.031168 | Time: 1269.54 ms [2022-03-10 19:21:17 main:574] : INFO : Epoch 2031 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 1279.51 ms [2022-03-10 19:21:19 main:574] : INFO : Epoch 2032 | loss: 0.0311536 | val_loss: 0.0311647 | Time: 1266.83 ms [2022-03-10 19:21:20 main:574] : INFO : Epoch 2033 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 1248.42 ms [2022-03-10 19:21:21 main:574] : INFO : Epoch 2034 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 1310.67 ms [2022-03-10 19:21:22 main:574] : INFO : Epoch 2035 | loss: 0.031158 | val_loss: 0.0311699 | Time: 1239.93 ms [2022-03-10 19:21:24 main:574] : INFO : Epoch 2036 | loss: 0.0311529 | val_loss: 0.0311611 | Time: 1329.39 ms [2022-03-10 19:21:25 main:574] : INFO : Epoch 2037 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 1212.6 ms [2022-03-10 19:21:26 main:574] : INFO : Epoch 2038 | loss: 0.0311473 | val_loss: 0.0311605 | Time: 1367.46 ms [2022-03-10 19:21:28 main:574] : INFO : Epoch 2039 | loss: 0.0311462 | val_loss: 0.0311624 | Time: 1193.85 ms [2022-03-10 19:21:29 main:574] : INFO : Epoch 2040 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1396.67 ms [2022-03-10 19:21:30 main:574] : INFO : Epoch 2041 | loss: 0.0311484 | val_loss: 0.0311615 | Time: 1157 ms [2022-03-10 19:21:32 main:574] : INFO : Epoch 2042 | loss: 0.0311502 | val_loss: 0.031161 | Time: 1452.93 ms [2022-03-10 19:21:33 main:574] : INFO : Epoch 2043 | loss: 0.0311492 | val_loss: 0.031168 | Time: 1107.75 ms [2022-03-10 19:21:34 main:574] : INFO : Epoch 2044 | loss: 0.0311542 | val_loss: 0.031168 | Time: 1445.19 ms [2022-03-10 19:21:35 main:574] : INFO : Epoch 2045 | loss: 0.0311529 | val_loss: 0.0311634 | Time: 1111.53 ms [2022-03-10 19:21:37 main:574] : INFO : Epoch 2046 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 1464.77 ms [2022-03-10 19:21:38 main:574] : INFO : Epoch 2047 | loss: 0.0311492 | val_loss: 0.0311591 | Time: 1106.31 ms [2022-03-10 19:21:39 main:574] : INFO : Epoch 2048 | loss: 0.0311476 | val_loss: 0.0311594 | Time: 1413.95 ms [2022-03-10 19:21:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311594 [2022-03-10 19:21:39 main:603] : INFO : Saving end state to config to file [2022-03-10 19:21:39 main:608] : INFO : Success, exiting.. 19:21:39 (13616): 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)