Task 3711852
| Name | ParityModified-1609265402-18753-5_0 |
| Workunit | 1899504 |
| Created | 17 Jan 2021, 13:44:08 UTC |
| Sent | 17 Jan 2021, 14:39:27 UTC |
| Report deadline | 24 Jan 2021, 14:39:27 UTC |
| Received | 17 Jan 2021, 20:35:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 46 min 18 sec |
| CPU time | 45 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :15:04 main:574] : INFO : Epoch 1542 | loss: 0.0311309 | val_loss: 0.0311646 | Time: 1257.67 ms [2021-01-17 21:15:06 main:574] : INFO : Epoch 1543 | loss: 0.0311302 | val_loss: 0.0311679 | Time: 1278.86 ms [2021-01-17 21:15:07 main:574] : INFO : Epoch 1544 | loss: 0.0311307 | val_loss: 0.0311709 | Time: 1536.88 ms [2021-01-17 21:15:08 main:574] : INFO : Epoch 1545 | loss: 0.0311278 | val_loss: 0.0311608 | Time: 1271.82 ms [2021-01-17 21:15:10 main:574] : INFO : Epoch 1546 | loss: 0.0311283 | val_loss: 0.0311697 | Time: 1250.15 ms [2021-01-17 21:15:11 main:574] : INFO : Epoch 1547 | loss: 0.0311272 | val_loss: 0.0311642 | Time: 1587.87 ms [2021-01-17 21:15:13 main:574] : INFO : Epoch 1548 | loss: 0.0311271 | val_loss: 0.0311694 | Time: 1269.03 ms [2021-01-17 21:15:14 main:574] : INFO : Epoch 1549 | loss: 0.0311284 | val_loss: 0.031162 | Time: 1318.59 ms [2021-01-17 21:15:15 main:574] : INFO : Epoch 1550 | loss: 0.0311253 | val_loss: 0.031168 | Time: 1527.55 ms [2021-01-17 21:15:17 main:574] : INFO : Epoch 1551 | loss: 0.0311284 | val_loss: 0.0311651 | Time: 1252.37 ms [2021-01-17 21:15:18 main:574] : INFO : Epoch 1552 | loss: 0.0311253 | val_loss: 0.0311705 | Time: 1765.72 ms [2021-01-17 21:15:20 main:574] : INFO : Epoch 1553 | loss: 0.031125 | val_loss: 0.0311663 | Time: 1361.59 ms [2021-01-17 21:15:21 main:574] : INFO : Epoch 1554 | loss: 0.0311254 | val_loss: 0.0311716 | Time: 1277.84 ms [2021-01-17 21:15:23 main:574] : INFO : Epoch 1555 | loss: 0.0311248 | val_loss: 0.0311733 | Time: 1446.58 ms [2021-01-17 21:15:24 main:574] : INFO : Epoch 1556 | loss: 0.0311244 | val_loss: 0.0311713 | Time: 1366.67 ms [2021-01-17 21:15:25 main:574] : INFO : Epoch 1557 | loss: 0.031124 | val_loss: 0.0311682 | Time: 1252.54 ms [2021-01-17 21:15:27 main:574] : INFO : Epoch 1558 | loss: 0.0311234 | val_loss: 0.0311715 | Time: 1487.54 ms [2021-01-17 21:15:28 main:574] : INFO : Epoch 1559 | loss: 0.0311229 | val_loss: 0.0311646 | Time: 1343.6 ms [2021-01-17 21:15:29 main:574] : INFO : Epoch 1560 | loss: 0.0311229 | val_loss: 0.0311679 | Time: 1288.24 ms [2021-01-17 21:15:31 main:574] : INFO : Epoch 1561 | loss: 0.0311265 | val_loss: 0.0311797 | Time: 1539.96 ms [2021-01-17 21:15:32 main:574] : INFO : Epoch 1562 | loss: 0.031125 | val_loss: 0.0311675 | Time: 1377.22 ms [2021-01-17 21:15:33 main:574] : INFO : Epoch 1563 | loss: 0.0311229 | val_loss: 0.0311672 | Time: 1266.63 ms [2021-01-17 21:15:35 main:574] : INFO : Epoch 1564 | loss: 0.0311221 | val_loss: 0.0311692 | Time: 1586.03 ms [2021-01-17 21:15:36 main:574] : INFO : Epoch 1565 | loss: 0.0311231 | val_loss: 0.0311732 | Time: 1273.71 ms [2021-01-17 21:15:38 main:574] : INFO : Epoch 1566 | loss: 0.0311253 | val_loss: 0.0311682 | Time: 1275.01 ms [2021-01-17 21:15:39 main:574] : INFO : Epoch 1567 | loss: 0.0311219 | val_loss: 0.0311731 | Time: 1557.2 ms [2021-01-17 21:15:40 main:574] : INFO : Epoch 1568 | loss: 0.0311225 | val_loss: 0.0311772 | Time: 1253.93 ms [2021-01-17 21:15:42 main:574] : INFO : Epoch 1569 | loss: 0.0311261 | val_loss: 0.0311806 | Time: 1259.45 ms [2021-01-17 21:15:43 main:574] : INFO : Epoch 1570 | loss: 0.0311265 | val_loss: 0.031169 | Time: 1591.69 ms [2021-01-17 21:15:45 main:574] : INFO : Epoch 1571 | loss: 0.0311243 | val_loss: 0.031178 | Time: 1270.12 ms [2021-01-17 21:15:46 main:574] : INFO : Epoch 1572 | loss: 0.0311242 | val_loss: 0.0311773 | Time: 1257.74 ms [2021-01-17 21:15:47 main:574] : INFO : Epoch 1573 | loss: 0.0311252 | val_loss: 0.03117 | Time: 1543.54 ms [2021-01-17 21:15:49 main:574] : INFO : Epoch 1574 | loss: 0.0311235 | val_loss: 0.0311691 | Time: 1265.45 ms [2021-01-17 21:15:50 main:574] : INFO : Epoch 1575 | loss: 0.0311213 | val_loss: 0.0311727 | Time: 1265.4 ms [2021-01-17 21:15:51 main:574] : INFO : Epoch 1576 | loss: 0.0311231 | val_loss: 0.0311775 | Time: 1521.1 ms [2021-01-17 21:15:53 main:574] : INFO : Epoch 1577 | loss: 0.0311232 | val_loss: 0.0311687 | Time: 1263.45 ms [2021-01-17 21:15:54 main:574] : INFO : Epoch 1578 | loss: 0.0311263 | val_loss: 0.031179 | Time: 1255.35 ms [2021-01-17 21:15:56 main:574] : INFO : Epoch 1579 | loss: 0.031126 | val_loss: 0.0311689 | Time: 1562.41 ms [2021-01-17 21:15:57 main:574] : INFO : Epoch 1580 | loss: 0.0311243 | val_loss: 0.0311746 | Time: 1263.3 ms [2021-01-17 21:15:58 main:574] : INFO : Epoch 1581 | loss: 0.0311233 | val_loss: 0.0311722 | Time: 1325.14 ms [2021-01-17 21:16:00 main:574] : INFO : Epoch 1582 | loss: 0.031124 | val_loss: 0.0311686 | Time: 1531.39 ms [2021-01-17 21:16:01 main:574] : INFO : Epoch 1583 | loss: 0.031121 | val_loss: 0.0311748 | Time: 1273.6 ms [2021-01-17 21:16:02 main:574] : INFO : Epoch 1584 | loss: 0.0311241 | val_loss: 0.0311768 | Time: 1326.82 ms [2021-01-17 21:16:04 main:574] : INFO : Epoch 1585 | loss: 0.0311255 | val_loss: 0.0311699 | Time: 1488.56 ms [2021-01-17 21:16:05 main:574] : INFO : Epoch 1586 | loss: 0.0311267 | val_loss: 0.0311764 | Time: 1254.12 ms [2021-01-17 21:16:06 main:574] : INFO : Epoch 1587 | loss: 0.0311257 | val_loss: 0.031173 | Time: 1333.7 ms [2021-01-17 21:16:08 main:574] : INFO : Epoch 1588 | loss: 0.0311262 | val_loss: 0.0311723 | Time: 1483.92 ms [2021-01-17 21:16:09 main:574] : INFO : Epoch 1589 | loss: 0.0311235 | val_loss: 0.0311714 | Time: 1256.58 ms [2021-01-17 21:16:10 main:574] : INFO : Epoch 1590 | loss: 0.0311221 | val_loss: 0.0311769 | Time: 1344.52 ms [2021-01-17 21:16:12 main:574] : INFO : Epoch 1591 | loss: 0.0311242 | val_loss: 0.0311718 | Time: 1387 ms [2021-01-17 21:16:13 main:574] : INFO : Epoch 1592 | loss: 0.0311228 | val_loss: 0.0311716 | Time: 1257.06 ms [2021-01-17 21:16:14 main:574] : INFO : Epoch 1593 | loss: 0.0311217 | val_loss: 0.0311774 | Time: 1375.38 ms [2021-01-17 21:16:16 main:574] : INFO : Epoch 1594 | loss: 0.0311253 | val_loss: 0.0311765 | Time: 1429.34 ms [2021-01-17 21:16:17 main:574] : INFO : Epoch 1595 | loss: 0.0311231 | val_loss: 0.0311688 | Time: 1262.8 ms [2021-01-17 21:16:19 main:574] : INFO : Epoch 1596 | loss: 0.0311242 | val_loss: 0.0311698 | Time: 1618.11 ms [2021-01-17 21:16:20 main:574] : INFO : Epoch 1597 | loss: 0.0311268 | val_loss: 0.0311768 | Time: 1360.75 ms [2021-01-17 21:16:21 main:574] : INFO : Epoch 1598 | loss: 0.0311288 | val_loss: 0.0311664 | Time: 1282.2 ms [2021-01-17 21:16:23 main:574] : INFO : Epoch 1599 | loss: 0.0311277 | val_loss: 0.0311705 | Time: 1493.02 ms [2021-01-17 21:16:24 main:574] : INFO : Epoch 1600 | loss: 0.0311298 | val_loss: 0.0311664 | Time: 1315.41 ms [2021-01-17 21:16:26 main:574] : INFO : Epoch 1601 | loss: 0.0311276 | val_loss: 0.031164 | Time: 1263.31 ms [2021-01-17 21:16:27 main:574] : INFO : Epoch 1602 | loss: 0.0311314 | val_loss: 0.0311717 | Time: 1535.65 ms [2021-01-17 21:16:28 main:574] : INFO : Epoch 1603 | loss: 0.0311278 | val_loss: 0.0311652 | Time: 1263.09 ms [2021-01-17 21:16:30 main:574] : INFO : Epoch 1604 | loss: 0.031129 | val_loss: 0.0311755 | Time: 1272.62 ms [2021-01-17 21:16:31 main:574] : INFO : Epoch 1605 | loss: 0.0311346 | val_loss: 0.0311731 | Time: 1540.36 ms [2021-01-17 21:16:32 main:574] : INFO : Epoch 1606 | loss: 0.031135 | val_loss: 0.0311683 | Time: 1257.52 ms [2021-01-17 21:16:34 main:574] : INFO : Epoch 1607 | loss: 0.0311384 | val_loss: 0.0311691 | Time: 1283.1 ms [2021-01-17 21:16:35 main:574] : INFO : Epoch 1608 | loss: 0.031137 | val_loss: 0.0311658 | Time: 1548.74 ms [2021-01-17 21:16:37 main:574] : INFO : Epoch 1609 | loss: 0.031136 | val_loss: 0.0311679 | Time: 1262.19 ms [2021-01-17 21:16:38 main:574] : INFO : Epoch 1610 | loss: 0.0311316 | val_loss: 0.0311682 | Time: 1265.27 ms [2021-01-17 21:16:39 main:574] : INFO : Epoch 1611 | loss: 0.0311298 | val_loss: 0.031172 | Time: 1520.99 ms [2021-01-17 21:16:41 main:574] : INFO : Epoch 1612 | loss: 0.031131 | val_loss: 0.0311726 | Time: 1269 ms [2021-01-17 21:16:42 main:574] : INFO : Epoch 1613 | loss: 0.0311326 | val_loss: 0.0311701 | Time: 1260.32 ms [2021-01-17 21:16:43 main:574] : INFO : Epoch 1614 | loss: 0.0311354 | val_loss: 0.0311669 | Time: 1567.36 ms [2021-01-17 21:16:45 main:574] : INFO : Epoch 1615 | loss: 0.0311319 | val_loss: 0.0311802 | Time: 1258.9 ms [2021-01-17 21:16:46 main:574] : INFO : Epoch 1616 | loss: 0.0311293 | val_loss: 0.0311695 | Time: 1270.8 ms [2021-01-17 21:16:48 main:574] : INFO : Epoch 1617 | loss: 0.0311302 | val_loss: 0.0311742 | Time: 1561.19 ms [2021-01-17 21:16:49 main:574] : INFO : Epoch 1618 | loss: 0.0311298 | val_loss: 0.0311695 | Time: 1272.02 ms [2021-01-17 21:16:50 main:574] : INFO : Epoch 1619 | loss: 0.0311302 | val_loss: 0.0311661 | Time: 1270.41 ms [2021-01-17 21:16:52 main:574] : INFO : Epoch 1620 | loss: 0.0311261 | val_loss: 0.0311697 | Time: 1565.12 ms [2021-01-17 21:16:53 main:574] : INFO : Epoch 1621 | loss: 0.0311249 | val_loss: 0.0311704 | Time: 1259.82 ms [2021-01-17 21:16:54 main:574] : INFO : Epoch 1622 | loss: 0.031126 | val_loss: 0.0311676 | Time: 1270.76 ms [2021-01-17 21:16:56 main:574] : INFO : Epoch 1623 | loss: 0.0311246 | val_loss: 0.0311666 | Time: 1592.64 ms [2021-01-17 21:16:57 main:574] : INFO : Epoch 1624 | loss: 0.0311258 | val_loss: 0.0311706 | Time: 1285.82 ms [2021-01-17 21:16:58 main:574] : INFO : Epoch 1625 | loss: 0.0311285 | val_loss: 0.0311722 | Time: 1334.73 ms [2021-01-17 21:17:00 main:574] : INFO : Epoch 1626 | loss: 0.0311299 | val_loss: 0.0311741 | Time: 1472.34 ms [2021-01-17 21:17:01 main:574] : INFO : Epoch 1627 | loss: 0.0311289 | val_loss: 0.031168 | Time: 1266.92 ms [2021-01-17 21:17:02 main:574] : INFO : Epoch 1628 | loss: 0.0311292 | val_loss: 0.0311693 | Time: 1326.95 ms [2021-01-17 21:17:04 main:574] : INFO : Epoch 1629 | loss: 0.0311266 | val_loss: 0.0311727 | Time: 1477.03 ms [2021-01-17 21:17:05 main:574] : INFO : Epoch 1630 | loss: 0.0311246 | val_loss: 0.0311709 | Time: 1272.32 ms [2021-01-17 21:17:07 main:574] : INFO : Epoch 1631 | loss: 0.0311244 | val_loss: 0.0311728 | Time: 1403.27 ms [2021-01-17 21:17:08 main:574] : INFO : Epoch 1632 | loss: 0.0311254 | val_loss: 0.0311705 | Time: 1425.6 ms [2021-01-17 21:17:09 main:574] : INFO : Epoch 1633 | loss: 0.0311246 | val_loss: 0.0311712 | Time: 1252.53 ms [2021-01-17 21:17:11 main:574] : INFO : Epoch 1634 | loss: 0.0311288 | val_loss: 0.0311702 | Time: 1424.56 ms [2021-01-17 21:17:12 main:574] : INFO : Epoch 1635 | loss: 0.0311257 | val_loss: 0.0311686 | Time: 1375.97 ms [2021-01-17 21:17:13 main:574] : INFO : Epoch 1636 | loss: 0.0311255 | val_loss: 0.0311699 | Time: 1278.59 ms [2021-01-17 21:17:15 main:574] : INFO : Epoch 1637 | loss: 0.0311268 | val_loss: 0.0311704 | Time: 1450.21 ms [2021-01-17 21:17:16 main:574] : INFO : Epoch 1638 | loss: 0.0311259 | val_loss: 0.0311705 | Time: 1355.99 ms [2021-01-17 21:17:18 main:574] : INFO : Epoch 1639 | loss: 0.0311233 | val_loss: 0.0311701 | Time: 1262.46 ms [2021-01-17 21:17:19 main:574] : INFO : Epoch 1640 | loss: 0.0311231 | val_loss: 0.0311706 | Time: 1510.43 ms [2021-01-17 21:17:20 main:574] : INFO : Epoch 1641 | loss: 0.0311292 | val_loss: 0.0311725 | Time: 1326.79 ms [2021-01-17 21:17:22 main:574] : INFO : Epoch 1642 | loss: 0.0311369 | val_loss: 0.0311807 | Time: 1265.93 ms [2021-01-17 21:17:23 main:574] : INFO : Epoch 1643 | loss: 0.0311412 | val_loss: 0.0311804 | Time: 1474.34 ms [2021-01-17 21:17:24 main:574] : INFO : Epoch 1644 | loss: 0.0311296 | val_loss: 0.031174 | Time: 1320.02 ms [2021-01-17 21:17:26 main:574] : INFO : Epoch 1645 | loss: 0.0311341 | val_loss: 0.031173 | Time: 1264.94 ms [2021-01-17 21:17:27 main:574] : INFO : Epoch 1646 | loss: 0.0311296 | val_loss: 0.0311693 | Time: 1528.5 ms [2021-01-17 21:17:29 main:574] : INFO : Epoch 1647 | loss: 0.0311292 | val_loss: 0.031167 | Time: 1302.38 ms [2021-01-17 21:17:30 main:574] : INFO : Epoch 1648 | loss: 0.0311329 | val_loss: 0.0311687 | Time: 1273.66 ms [2021-01-17 21:17:31 main:574] : INFO : Epoch 1649 | loss: 0.0311351 | val_loss: 0.0311756 | Time: 1566.25 ms [2021-01-17 21:17:33 main:574] : INFO : Epoch 1650 | loss: 0.0311324 | val_loss: 0.0311694 | Time: 1262.36 ms [2021-01-17 21:17:34 main:574] : INFO : Epoch 1651 | loss: 0.0311295 | val_loss: 0.0311715 | Time: 1254.85 ms [2021-01-17 21:17:35 main:574] : INFO : Epoch 1652 | loss: 0.0311294 | val_loss: 0.031178 | Time: 1562.89 ms [2021-01-17 21:17:37 main:574] : INFO : Epoch 1653 | loss: 0.0311333 | val_loss: 0.0311824 | Time: 1263.21 ms [2021-01-17 21:17:38 main:574] : INFO : Epoch 1654 | loss: 0.0311309 | val_loss: 0.0311825 | Time: 1263.58 ms [2021-01-17 21:17:40 main:574] : INFO : Epoch 1655 | loss: 0.0311277 | val_loss: 0.0311725 | Time: 1541.07 ms [2021-01-17 21:17:41 main:574] : INFO : Epoch 1656 | loss: 0.0311253 | val_loss: 0.0311775 | Time: 1244.25 ms [2021-01-17 21:17:42 main:574] : INFO : Epoch 1657 | loss: 0.0311239 | val_loss: 0.0311753 | Time: 1266.35 ms [2021-01-17 21:17:44 main:574] : INFO : Epoch 1658 | loss: 0.0311225 | val_loss: 0.031172 | Time: 1571.12 ms [2021-01-17 21:17:45 main:574] : INFO : Epoch 1659 | loss: 0.0311239 | val_loss: 0.0311729 | Time: 1251.22 ms [2021-01-17 21:17:46 main:574] : INFO : Epoch 1660 | loss: 0.0311262 | val_loss: 0.0311727 | Time: 1257.78 ms [2021-01-17 21:17:48 main:574] : INFO : Epoch 1661 | loss: 0.0311293 | val_loss: 0.0311725 | Time: 1595 ms [2021-01-17 21:17:49 main:574] : INFO : Epoch 1662 | loss: 0.0311292 | val_loss: 0.0311659 | Time: 1274.88 ms [2021-01-17 21:17:50 main:574] : INFO : Epoch 1663 | loss: 0.0311277 | val_loss: 0.0311735 | Time: 1270.7 ms [2021-01-17 21:17:52 main:574] : INFO : Epoch 1664 | loss: 0.0311268 | val_loss: 0.0311676 | Time: 1591.05 ms [2021-01-17 21:17:53 main:574] : INFO : Epoch 1665 | loss: 0.0311254 | val_loss: 0.0311783 | Time: 1248.97 ms [2021-01-17 21:17:54 main:574] : INFO : Epoch 1666 | loss: 0.0311259 | val_loss: 0.0311745 | Time: 1263.65 ms [2021-01-17 21:17:56 main:574] : INFO : Epoch 1667 | loss: 0.0311246 | val_loss: 0.0311711 | Time: 1528.28 ms [2021-01-17 21:17:57 main:574] : INFO : Epoch 1668 | loss: 0.0311232 | val_loss: 0.0311735 | Time: 1253.17 ms [2021-01-17 21:17:59 main:574] : INFO : Epoch 1669 | loss: 0.0311239 | val_loss: 0.0311744 | Time: 1310.86 ms [2021-01-17 21:18:00 main:574] : INFO : Epoch 1670 | loss: 0.0311237 | val_loss: 0.0311744 | Time: 1548.9 ms [2021-01-17 21:18:01 main:574] : INFO : Epoch 1671 | loss: 0.0311266 | val_loss: 0.0311815 | Time: 1270.88 ms [2021-01-17 21:18:03 main:574] : INFO : Epoch 1672 | loss: 0.0311248 | val_loss: 0.0311691 | Time: 1295.95 ms [2021-01-17 21:18:04 main:574] : INFO : Epoch 1673 | loss: 0.0311288 | val_loss: 0.031173 | Time: 1518.61 ms [2021-01-17 21:18:05 main:574] : INFO : Epoch 1674 | loss: 0.0311273 | val_loss: 0.0311781 | Time: 1266.78 ms [2021-01-17 21:18:07 main:574] : INFO : Epoch 1675 | loss: 0.0311264 | val_loss: 0.0311734 | Time: 1405.46 ms [2021-01-17 21:18:08 main:574] : INFO : Epoch 1676 | loss: 0.0311243 | val_loss: 0.031178 | Time: 1433.48 ms [2021-01-17 21:18:10 main:574] : INFO : Epoch 1677 | loss: 0.031123 | val_loss: 0.0311769 | Time: 1273.03 ms [2021-01-17 21:18:11 main:574] : INFO : Epoch 1678 | loss: 0.0311266 | val_loss: 0.0311767 | Time: 1410.09 ms [2021-01-17 21:18:12 main:574] : INFO : Epoch 1679 | loss: 0.0311262 | val_loss: 0.0311724 | Time: 1390.54 ms [2021-01-17 21:18:14 main:574] : INFO : Epoch 1680 | loss: 0.031123 | val_loss: 0.0311736 | Time: 1274.63 ms [2021-01-17 21:18:15 main:574] : INFO : Epoch 1681 | loss: 0.0311219 | val_loss: 0.0311735 | Time: 1405.38 ms [2021-01-17 21:18:17 main:574] : INFO : Epoch 1682 | loss: 0.0311241 | val_loss: 0.0311743 | Time: 1416.81 ms [2021-01-17 21:18:18 main:574] : INFO : Epoch 1683 | loss: 0.0311232 | val_loss: 0.0311736 | Time: 1272.23 ms [2021-01-17 21:18:19 main:574] : INFO : Epoch 1684 | loss: 0.0311258 | val_loss: 0.0311715 | Time: 1435.82 ms [2021-01-17 21:18:21 main:574] : INFO : Epoch 1685 | loss: 0.0311267 | val_loss: 0.0311759 | Time: 1345.04 ms [2021-01-17 21:18:22 main:574] : INFO : Epoch 1686 | loss: 0.0311229 | val_loss: 0.0311763 | Time: 1259.65 ms [2021-01-17 21:18:23 main:574] : INFO : Epoch 1687 | loss: 0.0311227 | val_loss: 0.0311728 | Time: 1482.69 ms [2021-01-17 21:18:25 main:574] : INFO : Epoch 1688 | loss: 0.0311246 | val_loss: 0.0311729 | Time: 1334.29 ms [2021-01-17 21:18:26 main:574] : INFO : Epoch 1689 | loss: 0.0311236 | val_loss: 0.0311739 | Time: 1267.93 ms [2021-01-17 21:18:28 main:574] : INFO : Epoch 1690 | loss: 0.0311257 | val_loss: 0.0311722 | Time: 1571.04 ms [2021-01-17 21:18:29 main:574] : INFO : Epoch 1691 | loss: 0.0311302 | val_loss: 0.0311743 | Time: 1312.23 ms [2021-01-17 21:18:30 main:574] : INFO : Epoch 1692 | loss: 0.0311317 | val_loss: 0.0311681 | Time: 1265.38 ms [2021-01-17 21:18:32 main:574] : INFO : Epoch 1693 | loss: 0.0311328 | val_loss: 0.0311724 | Time: 1598.55 ms [2021-01-17 21:18:33 main:574] : INFO : Epoch 1694 | loss: 0.0311318 | val_loss: 0.031176 | Time: 1270.9 ms [2021-01-17 21:18:34 main:574] : INFO : Epoch 1695 | loss: 0.0311277 | val_loss: 0.0311681 | Time: 1255.68 ms [2021-01-17 21:18:36 main:574] : INFO : Epoch 1696 | loss: 0.0311308 | val_loss: 0.0311659 | Time: 1504.81 ms [2021-01-17 21:18:37 main:574] : INFO : Epoch 1697 | loss: 0.0311322 | val_loss: 0.0311718 | Time: 1275.61 ms [2021-01-17 21:18:38 main:574] : INFO : Epoch 1698 | loss: 0.0311276 | val_loss: 0.0311701 | Time: 1267.76 ms [2021-01-17 21:18:40 main:574] : INFO : Epoch 1699 | loss: 0.0311272 | val_loss: 0.0311755 | Time: 1551.02 ms [2021-01-17 21:18:41 main:574] : INFO : Epoch 1700 | loss: 0.0311303 | val_loss: 0.0311748 | Time: 1264.25 ms [2021-01-17 21:18:42 main:574] : INFO : Epoch 1701 | loss: 0.0311285 | val_loss: 0.0311745 | Time: 1263.49 ms [2021-01-17 21:18:44 main:574] : INFO : Epoch 1702 | loss: 0.0311352 | val_loss: 0.0311747 | Time: 1527.62 ms [2021-01-17 21:18:45 main:574] : INFO : Epoch 1703 | loss: 0.0311392 | val_loss: 0.0311718 | Time: 1278.31 ms [2021-01-17 21:18:47 main:574] : INFO : Epoch 1704 | loss: 0.0311353 | val_loss: 0.0311705 | Time: 1261.15 ms [2021-01-17 21:18:48 main:574] : INFO : Epoch 1705 | loss: 0.0311334 | val_loss: 0.0311679 | Time: 1566.09 ms [2021-01-17 21:18:49 main:574] : INFO : Epoch 1706 | loss: 0.0311369 | val_loss: 0.0311746 | Time: 1277.23 ms [2021-01-17 21:18:51 main:574] : INFO : Epoch 1707 | loss: 0.0311343 | val_loss: 0.0311818 | Time: 1273.9 ms [2021-01-17 21:18:52 main:574] : INFO : Epoch 1708 | loss: 0.0311333 | val_loss: 0.0311793 | Time: 1553.5 ms [2021-01-17 21:18:53 main:574] : INFO : Epoch 1709 | loss: 0.0311346 | val_loss: 0.0311786 | Time: 1266.15 ms [2021-01-17 21:18:55 main:574] : INFO : Epoch 1710 | loss: 0.0311361 | val_loss: 0.031175 | Time: 1273.14 ms [2021-01-17 21:18:56 main:574] : INFO : Epoch 1711 | loss: 0.0311365 | val_loss: 0.0311687 | Time: 1579.46 ms [2021-01-17 21:18:58 main:574] : INFO : Epoch 1712 | loss: 0.0311375 | val_loss: 0.0311725 | Time: 1256.29 ms [2021-01-17 21:18:59 main:574] : INFO : Epoch 1713 | loss: 0.031141 | val_loss: 0.031162 | Time: 1312.43 ms [2021-01-17 21:19:00 main:574] : INFO : Epoch 1714 | loss: 0.0311383 | val_loss: 0.0311683 | Time: 1499.88 ms [2021-01-17 21:19:02 main:574] : INFO : Epoch 1715 | loss: 0.0311341 | val_loss: 0.0311712 | Time: 1274.01 ms [2021-01-17 21:19:03 main:574] : INFO : Epoch 1716 | loss: 0.0311332 | val_loss: 0.0311733 | Time: 1350.13 ms [2021-01-17 21:19:05 main:574] : INFO : Epoch 1717 | loss: 0.0311329 | val_loss: 0.03117 | Time: 1445.81 ms [2021-01-17 21:19:06 main:574] : INFO : Epoch 1718 | loss: 0.0311345 | val_loss: 0.0311736 | Time: 1253.01 ms [2021-01-17 21:19:07 main:574] : INFO : Epoch 1719 | loss: 0.0311326 | val_loss: 0.0311687 | Time: 1389.73 ms [2021-01-17 21:19:09 main:574] : INFO : Epoch 1720 | loss: 0.0311328 | val_loss: 0.0311692 | Time: 1426.1 ms [2021-01-17 21:19:10 main:574] : INFO : Epoch 1721 | loss: 0.0311309 | val_loss: 0.0311707 | Time: 1241.1 ms [2021-01-17 21:19:11 main:574] : INFO : Epoch 1722 | loss: 0.0311322 | val_loss: 0.0311705 | Time: 1398.38 ms [2021-01-17 21:19:13 main:574] : INFO : Epoch 1723 | loss: 0.0311312 | val_loss: 0.0311689 | Time: 1450.02 ms [2021-01-17 21:19:14 main:574] : INFO : Epoch 1724 | loss: 0.031129 | val_loss: 0.0311683 | Time: 1253.29 ms [2021-01-17 21:19:15 main:574] : INFO : Epoch 1725 | loss: 0.0311304 | val_loss: 0.0311678 | Time: 1399.34 ms [2021-01-17 21:19:17 main:574] : INFO : Epoch 1726 | loss: 0.031131 | val_loss: 0.0311716 | Time: 1389.14 ms [2021-01-17 21:19:18 main:574] : INFO : Epoch 1727 | loss: 0.0311295 | val_loss: 0.0311796 | Time: 1270.4 ms [2021-01-17 21:19:20 main:574] : INFO : Epoch 1728 | loss: 0.0311346 | val_loss: 0.0311691 | Time: 1508.07 ms [2021-01-17 21:19:21 main:574] : INFO : Epoch 1729 | loss: 0.0311318 | val_loss: 0.0311732 | Time: 1333.46 ms [2021-01-17 21:19:22 main:574] : INFO : Epoch 1730 | loss: 0.0311289 | val_loss: 0.0311735 | Time: 1262.52 ms [2021-01-17 21:19:24 main:574] : INFO : Epoch 1731 | loss: 0.0311339 | val_loss: 0.0311712 | Time: 1511.69 ms [2021-01-17 21:19:25 main:574] : INFO : Epoch 1732 | loss: 0.0311434 | val_loss: 0.0311732 | Time: 1309.79 ms [2021-01-17 21:19:26 main:574] : INFO : Epoch 1733 | loss: 0.0311379 | val_loss: 0.031175 | Time: 1258.55 ms [2021-01-17 21:19:28 main:574] : INFO : Epoch 1734 | loss: 0.031135 | val_loss: 0.0311717 | Time: 1538.02 ms [2021-01-17 21:19:29 main:574] : INFO : Epoch 1735 | loss: 0.0311323 | val_loss: 0.0311702 | Time: 1301.58 ms [2021-01-17 21:19:30 main:574] : INFO : Epoch 1736 | loss: 0.031131 | val_loss: 0.0311699 | Time: 1255.68 ms [2021-01-17 21:19:32 main:574] : INFO : Epoch 1737 | loss: 0.0311337 | val_loss: 0.0311693 | Time: 1524.27 ms [2021-01-17 21:19:33 main:574] : INFO : Epoch 1738 | loss: 0.0311329 | val_loss: 0.0311779 | Time: 1271.87 ms [2021-01-17 21:19:34 main:574] : INFO : Epoch 1739 | loss: 0.031136 | val_loss: 0.0311674 | Time: 1268.49 ms [2021-01-17 21:19:36 main:574] : INFO : Epoch 1740 | loss: 0.0311338 | val_loss: 0.0311656 | Time: 1546.78 ms [2021-01-17 21:19:37 main:574] : INFO : Epoch 1741 | loss: 0.0311341 | val_loss: 0.0311663 | Time: 1247.94 ms [2021-01-17 21:19:39 main:574] : INFO : Epoch 1742 | loss: 0.0311323 | val_loss: 0.0311639 | Time: 1275.27 ms [2021-01-17 21:19:40 main:574] : INFO : Epoch 1743 | loss: 0.0311312 | val_loss: 0.0311721 | Time: 1509.81 ms [2021-01-17 21:19:41 main:574] : INFO : Epoch 1744 | loss: 0.031133 | val_loss: 0.0311677 | Time: 1275.61 ms [2021-01-17 21:19:43 main:574] : INFO : Epoch 1745 | loss: 0.0311305 | val_loss: 0.0311729 | Time: 1257.46 ms [2021-01-17 21:19:44 main:574] : INFO : Epoch 1746 | loss: 0.0311309 | val_loss: 0.0311688 | Time: 1567.26 ms [2021-01-17 21:19:45 main:574] : INFO : Epoch 1747 | loss: 0.0311283 | val_loss: 0.0311726 | Time: 1252.31 ms [2021-01-17 21:19:47 main:574] : INFO : Epoch 1748 | loss: 0.0311274 | val_loss: 0.0311676 | Time: 1264.05 ms [2021-01-17 21:19:48 main:574] : INFO : Epoch 1749 | loss: 0.0311272 | val_loss: 0.0311719 | Time: 1536.9 ms [2021-01-17 21:19:50 main:574] : INFO : Epoch 1750 | loss: 0.0311299 | val_loss: 0.0311686 | Time: 1257.18 ms [2021-01-17 21:19:51 main:574] : INFO : Epoch 1751 | loss: 0.0311286 | val_loss: 0.0311679 | Time: 1275.04 ms [2021-01-17 21:19:52 main:574] : INFO : Epoch 1752 | loss: 0.0311293 | val_loss: 0.0311692 | Time: 1564.84 ms [2021-01-17 21:19:54 main:574] : INFO : Epoch 1753 | loss: 0.0311317 | val_loss: 0.0311734 | Time: 1260.36 ms [2021-01-17 21:19:55 main:574] : INFO : Epoch 1754 | loss: 0.0311296 | val_loss: 0.0311684 | Time: 1262.66 ms [2021-01-17 21:19:56 main:574] : INFO : Epoch 1755 | loss: 0.0311284 | val_loss: 0.031172 | Time: 1514.07 ms [2021-01-17 21:19:58 main:574] : INFO : Epoch 1756 | loss: 0.0311274 | val_loss: 0.031173 | Time: 1263.54 ms [2021-01-17 21:19:59 main:574] : INFO : Epoch 1757 | loss: 0.0311273 | val_loss: 0.0311712 | Time: 1257.31 ms [2021-01-17 21:20:01 main:574] : INFO : Epoch 1758 | loss: 0.0311271 | val_loss: 0.0311717 | Time: 1575.5 ms [2021-01-17 21:20:02 main:574] : INFO : Epoch 1759 | loss: 0.0311274 | val_loss: 0.0311795 | Time: 1294.55 ms [2021-01-17 21:20:03 main:574] : INFO : Epoch 1760 | loss: 0.0311256 | val_loss: 0.031169 | Time: 1258.26 ms [2021-01-17 21:20:05 main:574] : INFO : Epoch 1761 | loss: 0.0311242 | val_loss: 0.0311721 | Time: 1550.86 ms [2021-01-17 21:20:06 main:574] : INFO : Epoch 1762 | loss: 0.0311233 | val_loss: 0.0311721 | Time: 1279.63 ms [2021-01-17 21:20:07 main:574] : INFO : Epoch 1763 | loss: 0.0311239 | val_loss: 0.0311771 | Time: 1331.74 ms [2021-01-17 21:20:09 main:574] : INFO : Epoch 1764 | loss: 0.0311229 | val_loss: 0.0311705 | Time: 1528.94 ms [2021-01-17 21:20:10 main:574] : INFO : Epoch 1765 | loss: 0.0311285 | val_loss: 0.0311715 | Time: 1284.95 ms [2021-01-17 21:20:11 main:574] : INFO : Epoch 1766 | loss: 0.0311315 | val_loss: 0.0311709 | Time: 1378.48 ms [2021-01-17 21:20:13 main:574] : INFO : Epoch 1767 | loss: 0.0311305 | val_loss: 0.0311809 | Time: 1435.12 ms [2021-01-17 21:20:14 main:574] : INFO : Epoch 1768 | loss: 0.0311304 | val_loss: 0.0311677 | Time: 1262.24 ms [2021-01-17 21:20:16 main:574] : INFO : Epoch 1769 | loss: 0.0311288 | val_loss: 0.0311775 | Time: 1424.01 ms [2021-01-17 21:20:17 main:574] : INFO : Epoch 1770 | loss: 0.0311337 | val_loss: 0.0311684 | Time: 1449.75 ms [2021-01-17 21:20:18 main:574] : INFO : Epoch 1771 | loss: 0.0311421 | val_loss: 0.0311755 | Time: 1248.3 ms [2021-01-17 21:20:20 main:574] : INFO : Epoch 1772 | loss: 0.0312799 | val_loss: 0.0312709 | Time: 1411.58 ms [2021-01-17 21:20:21 main:574] : INFO : Epoch 1773 | loss: 0.0355111 | val_loss: 0.0387476 | Time: 1378.34 ms [2021-01-17 21:20:23 main:574] : INFO : Epoch 1774 | loss: 0.0335367 | val_loss: 0.0319754 | Time: 1712.63 ms [2021-01-17 21:20:24 main:574] : INFO : Epoch 1775 | loss: 0.0315224 | val_loss: 0.0312875 | Time: 1637.08 ms [2021-01-17 21:20:26 main:574] : INFO : Epoch 1776 | loss: 0.0312779 | val_loss: 0.0312453 | Time: 1260.26 ms [2021-01-17 21:20:27 main:574] : INFO : Epoch 1777 | loss: 0.0312336 | val_loss: 0.0312207 | Time: 1261.38 ms [2021-01-17 21:20:29 main:574] : INFO : Epoch 1778 | loss: 0.0312096 | val_loss: 0.0312063 | Time: 1538.19 ms [2021-01-17 21:20:30 main:574] : INFO : Epoch 1779 | loss: 0.0311926 | val_loss: 0.0311947 | Time: 1274.91 ms [2021-01-17 21:20:31 main:574] : INFO : Epoch 1780 | loss: 0.0311785 | val_loss: 0.0311817 | Time: 1263.77 ms [2021-01-17 21:20:33 main:574] : INFO : Epoch 1781 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 1594.35 ms [2021-01-17 21:20:34 main:574] : INFO : Epoch 1782 | loss: 0.0311612 | val_loss: 0.031169 | Time: 1254.5 ms [2021-01-17 21:20:35 main:574] : INFO : Epoch 1783 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 1299.2 ms [2021-01-17 21:20:37 main:574] : INFO : Epoch 1784 | loss: 0.0311535 | val_loss: 0.031168 | Time: 1530.68 ms [2021-01-17 21:20:38 main:574] : INFO : Epoch 1785 | loss: 0.0311502 | val_loss: 0.0311683 | Time: 1261.82 ms [2021-01-17 21:20:39 main:574] : INFO : Epoch 1786 | loss: 0.0311467 | val_loss: 0.0311714 | Time: 1304.39 ms [2021-01-17 21:20:41 main:574] : INFO : Epoch 1787 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 1482.29 ms [2021-01-17 21:20:42 main:574] : INFO : Epoch 1788 | loss: 0.0311458 | val_loss: 0.0311674 | Time: 1278.48 ms [2021-01-17 21:20:43 main:574] : INFO : Epoch 1789 | loss: 0.031144 | val_loss: 0.0311663 | Time: 1365.43 ms [2021-01-17 21:20:45 main:574] : INFO : Epoch 1790 | loss: 0.0311415 | val_loss: 0.0311739 | Time: 1470.79 ms [2021-01-17 21:20:46 main:574] : INFO : Epoch 1791 | loss: 0.0311411 | val_loss: 0.0311669 | Time: 1263.63 ms [2021-01-17 21:20:48 main:574] : INFO : Epoch 1792 | loss: 0.0311402 | val_loss: 0.0311675 | Time: 1354.51 ms [2021-01-17 21:20:49 main:574] : INFO : Epoch 1793 | loss: 0.0311409 | val_loss: 0.0311736 | Time: 1479.14 ms [2021-01-17 21:20:50 main:574] : INFO : Epoch 1794 | loss: 0.0311429 | val_loss: 0.0311672 | Time: 1266.07 ms [2021-01-17 21:20:52 main:574] : INFO : Epoch 1795 | loss: 0.031139 | val_loss: 0.0311657 | Time: 1363.12 ms [2021-01-17 21:20:53 main:574] : INFO : Epoch 1796 | loss: 0.0311376 | val_loss: 0.0311665 | Time: 1408.64 ms [2021-01-17 21:20:54 main:574] : INFO : Epoch 1797 | loss: 0.0311384 | val_loss: 0.0311672 | Time: 1249.44 ms [2021-01-17 21:20:56 main:574] : INFO : Epoch 1798 | loss: 0.0311377 | val_loss: 0.0311704 | Time: 1414.55 ms [2021-01-17 21:20:57 main:574] : INFO : Epoch 1799 | loss: 0.0311376 | val_loss: 0.0311698 | Time: 1375.61 ms [2021-01-17 21:20:58 main:574] : INFO : Epoch 1800 | loss: 0.0311381 | val_loss: 0.0311711 | Time: 1269.04 ms [2021-01-17 21:21:00 main:574] : INFO : Epoch 1801 | loss: 0.0311376 | val_loss: 0.0311698 | Time: 1442.13 ms [2021-01-17 21:21:01 main:574] : INFO : Epoch 1802 | loss: 0.0311376 | val_loss: 0.0311687 | Time: 1401.03 ms [2021-01-17 21:21:03 main:574] : INFO : Epoch 1803 | loss: 0.0311357 | val_loss: 0.031172 | Time: 1262.95 ms [2021-01-17 21:21:04 main:574] : INFO : Epoch 1804 | loss: 0.0311359 | val_loss: 0.0311685 | Time: 1514.05 ms [2021-01-17 21:21:05 main:574] : INFO : Epoch 1805 | loss: 0.0311342 | val_loss: 0.0311725 | Time: 1328.21 ms [2021-01-17 21:21:07 main:574] : INFO : Epoch 1806 | loss: 0.0311358 | val_loss: 0.0311659 | Time: 1270.44 ms [2021-01-17 21:21:08 main:574] : INFO : Epoch 1807 | loss: 0.0311335 | val_loss: 0.0311684 | Time: 1560.42 ms [2021-01-17 21:21:10 main:574] : INFO : Epoch 1808 | loss: 0.0311348 | val_loss: 0.0311688 | Time: 1269.34 ms [2021-01-17 21:21:11 main:574] : INFO : Epoch 1809 | loss: 0.0311336 | val_loss: 0.0311637 | Time: 1257.54 ms [2021-01-17 21:21:12 main:574] : INFO : Epoch 1810 | loss: 0.0311335 | val_loss: 0.0311651 | Time: 1504.68 ms [2021-01-17 21:21:14 main:574] : INFO : Epoch 1811 | loss: 0.0311381 | val_loss: 0.0311695 | Time: 1267.95 ms [2021-01-17 21:21:15 main:574] : INFO : Epoch 1812 | loss: 0.0311359 | val_loss: 0.0311705 | Time: 1273.44 ms [2021-01-17 21:21:16 main:574] : INFO : Epoch 1813 | loss: 0.0311355 | val_loss: 0.0311676 | Time: 1499.6 ms [2021-01-17 21:21:18 main:574] : INFO : Epoch 1814 | loss: 0.0311331 | val_loss: 0.031164 | Time: 1276.13 ms [2021-01-17 21:21:19 main:574] : INFO : Epoch 1815 | loss: 0.0311327 | val_loss: 0.0311642 | Time: 1258.99 ms [2021-01-17 21:21:20 main:574] : INFO : Epoch 1816 | loss: 0.0311325 | val_loss: 0.0311728 | Time: 1565.7 ms [2021-01-17 21:21:22 main:574] : INFO : Epoch 1817 | loss: 0.0311383 | val_loss: 0.0311692 | Time: 1660.8 ms [2021-01-17 21:21:24 main:574] : INFO : Epoch 1818 | loss: 0.0311361 | val_loss: 0.0311714 | Time: 1756.13 ms [2021-01-17 21:21:25 main:574] : INFO : Epoch 1819 | loss: 0.031134 | val_loss: 0.0311693 | Time: 1400.93 ms [2021-01-17 21:21:27 main:574] : INFO : Epoch 1820 | loss: 0.031134 | val_loss: 0.0311717 | Time: 1280.37 ms [2021-01-17 21:21:28 main:574] : INFO : Epoch 1821 | loss: 0.031132 | val_loss: 0.0311656 | Time: 1465.43 ms [2021-01-17 21:21:29 main:574] : INFO : Epoch 1822 | loss: 0.0311329 | val_loss: 0.0311706 | Time: 1399.13 ms [2021-01-17 21:21:31 main:574] : INFO : Epoch 1823 | loss: 0.0311366 | val_loss: 0.0311659 | Time: 1256.09 ms [2021-01-17 21:21:32 main:574] : INFO : Epoch 1824 | loss: 0.0311342 | val_loss: 0.0311649 | Time: 1479.72 ms [2021-01-17 21:21:34 main:574] : INFO : Epoch 1825 | loss: 0.0311349 | val_loss: 0.0311647 | Time: 1320.03 ms [2021-01-17 21:21:35 main:574] : INFO : Epoch 1826 | loss: 0.0311342 | val_loss: 0.0311639 | Time: 1254.11 ms [2021-01-17 21:21:36 main:574] : INFO : Epoch 1827 | loss: 0.0311337 | val_loss: 0.0311664 | Time: 1517.7 ms [2021-01-17 21:21:38 main:574] : INFO : Epoch 1828 | loss: 0.0311345 | val_loss: 0.0311651 | Time: 1286.55 ms [2021-01-17 21:21:39 main:574] : INFO : Epoch 1829 | loss: 0.0311338 | val_loss: 0.0311661 | Time: 1276.02 ms [2021-01-17 21:21:40 main:574] : INFO : Epoch 1830 | loss: 0.031134 | val_loss: 0.0311709 | Time: 1523.16 ms [2021-01-17 21:21:42 main:574] : INFO : Epoch 1831 | loss: 0.0311364 | val_loss: 0.0311664 | Time: 1280.35 ms [2021-01-17 21:21:43 main:574] : INFO : Epoch 1832 | loss: 0.031135 | val_loss: 0.0311657 | Time: 1267.54 ms [2021-01-17 21:21:44 main:574] : INFO : Epoch 1833 | loss: 0.0311332 | val_loss: 0.0311661 | Time: 1539.97 ms [2021-01-17 21:21:46 main:574] : INFO : Epoch 1834 | loss: 0.0311308 | val_loss: 0.0311658 | Time: 1258.98 ms [2021-01-17 21:21:47 main:574] : INFO : Epoch 1835 | loss: 0.0311306 | val_loss: 0.0311688 | Time: 1256.3 ms [2021-01-17 21:21:49 main:574] : INFO : Epoch 1836 | loss: 0.0311305 | val_loss: 0.0311632 | Time: 1530.54 ms [2021-01-17 21:21:50 main:574] : INFO : Epoch 1837 | loss: 0.0311291 | val_loss: 0.0311641 | Time: 1275.99 ms [2021-01-17 21:21:51 main:574] : INFO : Epoch 1838 | loss: 0.0311289 | val_loss: 0.0311655 | Time: 1286.79 ms [2021-01-17 21:21:53 main:574] : INFO : Epoch 1839 | loss: 0.0311305 | val_loss: 0.0311661 | Time: 1579.51 ms [2021-01-17 21:21:54 main:574] : INFO : Epoch 1840 | loss: 0.0311293 | val_loss: 0.0311684 | Time: 1264.82 ms [2021-01-17 21:21:55 main:574] : INFO : Epoch 1841 | loss: 0.0311283 | val_loss: 0.0311674 | Time: 1263.27 ms [2021-01-17 21:21:57 main:574] : INFO : Epoch 1842 | loss: 0.0311305 | val_loss: 0.0311652 | Time: 1576.25 ms [2021-01-17 21:21:58 main:574] : INFO : Epoch 1843 | loss: 0.0311308 | val_loss: 0.0311659 | Time: 1278.56 ms [2021-01-17 21:21:59 main:574] : INFO : Epoch 1844 | loss: 0.0311303 | val_loss: 0.0311691 | Time: 1278.9 ms [2021-01-17 21:22:01 main:574] : INFO : Epoch 1845 | loss: 0.03113 | val_loss: 0.0311678 | Time: 1573.71 ms [2021-01-17 21:22:02 main:574] : INFO : Epoch 1846 | loss: 0.0311286 | val_loss: 0.0311663 | Time: 1263.86 ms [2021-01-17 21:22:04 main:574] : INFO : Epoch 1847 | loss: 0.0311278 | val_loss: 0.0311652 | Time: 1281.8 ms [2021-01-17 21:22:05 main:574] : INFO : Epoch 1848 | loss: 0.031128 | val_loss: 0.0311684 | Time: 1524.46 ms [2021-01-17 21:22:06 main:574] : INFO : Epoch 1849 | loss: 0.03113 | val_loss: 0.0311699 | Time: 1248.34 ms [2021-01-17 21:22:08 main:574] : INFO : Epoch 1850 | loss: 0.031134 | val_loss: 0.0311674 | Time: 1259.52 ms [2021-01-17 21:22:09 main:574] : INFO : Epoch 1851 | loss: 0.0311303 | val_loss: 0.0311743 | Time: 1564.07 ms [2021-01-17 21:22:10 main:574] : INFO : Epoch 1852 | loss: 0.0311322 | val_loss: 0.0311707 | Time: 1256.73 ms [2021-01-17 21:22:12 main:574] : INFO : Epoch 1853 | loss: 0.0311295 | val_loss: 0.0311717 | Time: 1326.6 ms [2021-01-17 21:22:13 main:574] : INFO : Epoch 1854 | loss: 0.031131 | val_loss: 0.0311766 | Time: 1526.03 ms [2021-01-17 21:22:15 main:574] : INFO : Epoch 1855 | loss: 0.0311312 | val_loss: 0.0311837 | Time: 1268.96 ms [2021-01-17 21:22:16 main:574] : INFO : Epoch 1856 | loss: 0.0311361 | val_loss: 0.0311752 | Time: 1327.2 ms [2021-01-17 21:22:17 main:574] : INFO : Epoch 1857 | loss: 0.0311316 | val_loss: 0.0311692 | Time: 1457.85 ms [2021-01-17 21:22:19 main:574] : INFO : Epoch 1858 | loss: 0.0311325 | val_loss: 0.0311688 | Time: 1276.79 ms [2021-01-17 21:22:20 main:574] : INFO : Epoch 1859 | loss: 0.031129 | val_loss: 0.0311655 | Time: 1362.64 ms [2021-01-17 21:22:21 main:574] : INFO : Epoch 1860 | loss: 0.0311385 | val_loss: 0.031164 | Time: 1458.92 ms [2021-01-17 21:22:23 main:574] : INFO : Epoch 1861 | loss: 0.031137 | val_loss: 0.0311713 | Time: 1765.86 ms [2021-01-17 21:22:25 main:574] : INFO : Epoch 1862 | loss: 0.0311347 | val_loss: 0.031166 | Time: 1643.44 ms [2021-01-17 21:22:26 main:574] : INFO : Epoch 1863 | loss: 0.0311325 | val_loss: 0.031167 | Time: 1263.89 ms [2021-01-17 21:22:27 main:574] : INFO : Epoch 1864 | loss: 0.0311319 | val_loss: 0.031168 | Time: 1279.7 ms [2021-01-17 21:22:29 main:574] : INFO : Epoch 1865 | loss: 0.0311323 | val_loss: 0.031163 | Time: 1598.8 ms [2021-01-17 21:22:30 main:574] : INFO : Epoch 1866 | loss: 0.0311322 | val_loss: 0.031162 | Time: 1253.23 ms [2021-01-17 21:22:32 main:574] : INFO : Epoch 1867 | loss: 0.0311328 | val_loss: 0.0311657 | Time: 1263.38 ms [2021-01-17 21:22:33 main:574] : INFO : Epoch 1868 | loss: 0.0311341 | val_loss: 0.0311668 | Time: 1530.05 ms [2021-01-17 21:22:34 main:574] : INFO : Epoch 1869 | loss: 0.0311335 | val_loss: 0.0311696 | Time: 1249.29 ms [2021-01-17 21:22:36 main:574] : INFO : Epoch 1870 | loss: 0.0311331 | val_loss: 0.031168 | Time: 1259.65 ms [2021-01-17 21:22:37 main:574] : INFO : Epoch 1871 | loss: 0.0311316 | val_loss: 0.0311669 | Time: 1585.05 ms [2021-01-17 21:22:38 main:574] : INFO : Epoch 1872 | loss: 0.0311298 | val_loss: 0.0311683 | Time: 1262.95 ms [2021-01-17 21:22:40 main:574] : INFO : Epoch 1873 | loss: 0.0311321 | val_loss: 0.0311708 | Time: 1268.66 ms [2021-01-17 21:22:41 main:574] : INFO : Epoch 1874 | loss: 0.031132 | val_loss: 0.0311723 | Time: 1572.61 ms [2021-01-17 21:22:43 main:574] : INFO : Epoch 1875 | loss: 0.0311339 | val_loss: 0.031182 | Time: 1256.23 ms [2021-01-17 21:22:44 main:574] : INFO : Epoch 1876 | loss: 0.0311328 | val_loss: 0.0311729 | Time: 1305.83 ms [2021-01-17 21:22:45 main:574] : INFO : Epoch 1877 | loss: 0.0311366 | val_loss: 0.0311749 | Time: 1538.59 ms [2021-01-17 21:22:47 main:574] : INFO : Epoch 1878 | loss: 0.0311323 | val_loss: 0.0311706 | Time: 1248.92 ms [2021-01-17 21:22:48 main:574] : INFO : Epoch 1879 | loss: 0.031132 | val_loss: 0.0311704 | Time: 1310.09 ms [2021-01-17 21:22:49 main:574] : INFO : Epoch 1880 | loss: 0.0311313 | val_loss: 0.0311683 | Time: 1506.42 ms [2021-01-17 21:22:51 main:574] : INFO : Epoch 1881 | loss: 0.0311317 | val_loss: 0.0311692 | Time: 1275.24 ms [2021-01-17 21:22:52 main:574] : INFO : Epoch 1882 | loss: 0.0311312 | val_loss: 0.0311726 | Time: 1435.92 ms [2021-01-17 21:22:54 main:574] : INFO : Epoch 1883 | loss: 0.03113 | val_loss: 0.0311699 | Time: 1418.7 ms [2021-01-17 21:22:55 main:574] : INFO : Epoch 1884 | loss: 0.03113 | val_loss: 0.0311719 | Time: 1259.78 ms [2021-01-17 21:22:56 main:574] : INFO : Epoch 1885 | loss: 0.0311294 | val_loss: 0.0311733 | Time: 1387.74 ms [2021-01-17 21:22:58 main:574] : INFO : Epoch 1886 | loss: 0.0311316 | val_loss: 0.0311716 | Time: 1399.46 ms [2021-01-17 21:22:59 main:574] : INFO : Epoch 1887 | loss: 0.0311295 | val_loss: 0.0311729 | Time: 1295.54 ms [2021-01-17 21:23:00 main:574] : INFO : Epoch 1888 | loss: 0.0311303 | val_loss: 0.0311706 | Time: 1415.31 ms [2021-01-17 21:23:02 main:574] : INFO : Epoch 1889 | loss: 0.0311314 | val_loss: 0.0311718 | Time: 1384.57 ms [2021-01-17 21:23:03 main:574] : INFO : Epoch 1890 | loss: 0.0311314 | val_loss: 0.0311694 | Time: 1249.34 ms [2021-01-17 21:23:04 main:574] : INFO : Epoch 1891 | loss: 0.0311293 | val_loss: 0.0311707 | Time: 1439.83 ms [2021-01-17 21:23:06 main:574] : INFO : Epoch 1892 | loss: 0.0311295 | val_loss: 0.0311669 | Time: 1375.01 ms [2021-01-17 21:23:07 main:574] : INFO : Epoch 1893 | loss: 0.0311299 | val_loss: 0.0311671 | Time: 1254.81 ms [2021-01-17 21:23:09 main:574] : INFO : Epoch 1894 | loss: 0.0311295 | val_loss: 0.0311689 | Time: 1489.65 ms [2021-01-17 21:23:10 main:574] : INFO : Epoch 1895 | loss: 0.0311275 | val_loss: 0.0311708 | Time: 1338.92 ms [2021-01-17 21:23:11 main:574] : INFO : Epoch 1896 | loss: 0.0311292 | val_loss: 0.0311688 | Time: 1257.63 ms [2021-01-17 21:23:13 main:574] : INFO : Epoch 1897 | loss: 0.0311317 | val_loss: 0.0311708 | Time: 1462.49 ms [2021-01-17 21:23:14 main:574] : INFO : Epoch 1898 | loss: 0.0311285 | val_loss: 0.0311725 | Time: 1314.26 ms [2021-01-17 21:23:15 main:574] : INFO : Epoch 1899 | loss: 0.031127 | val_loss: 0.031171 | Time: 1243.84 ms [2021-01-17 21:23:17 main:574] : INFO : Epoch 1900 | loss: 0.0311266 | val_loss: 0.0311709 | Time: 1578.06 ms [2021-01-17 21:23:18 main:574] : INFO : Epoch 1901 | loss: 0.0311256 | val_loss: 0.0311729 | Time: 1298.59 ms [2021-01-17 21:23:19 main:574] : INFO : Epoch 1902 | loss: 0.0311267 | val_loss: 0.0311688 | Time: 1254.71 ms [2021-01-17 21:23:21 main:574] : INFO : Epoch 1903 | loss: 0.0311265 | val_loss: 0.0311681 | Time: 1547.54 ms [2021-01-17 21:23:22 main:574] : INFO : Epoch 1904 | loss: 0.03113 | val_loss: 0.031168 | Time: 1286.82 ms [2021-01-17 21:23:24 main:574] : INFO : Epoch 1905 | loss: 0.0311316 | val_loss: 0.0311726 | Time: 1762.15 ms [2021-01-17 21:23:26 main:574] : INFO : Epoch 1906 | loss: 0.0311294 | val_loss: 0.0311724 | Time: 1497.87 ms [2021-01-17 21:23:27 main:574] : INFO : Epoch 1907 | loss: 0.031128 | val_loss: 0.0311715 | Time: 1254.76 ms [2021-01-17 21:23:28 main:574] : INFO : Epoch 1908 | loss: 0.0311274 | val_loss: 0.0311692 | Time: 1348.18 ms [2021-01-17 21:23:30 main:574] : INFO : Epoch 1909 | loss: 0.0311283 | val_loss: 0.0311708 | Time: 1465.29 ms [2021-01-17 21:23:31 main:574] : INFO : Epoch 1910 | loss: 0.0311286 | val_loss: 0.0311908 | Time: 1259.2 ms [2021-01-17 21:23:32 main:574] : INFO : Epoch 1911 | loss: 0.0311304 | val_loss: 0.0311711 | Time: 1371.03 ms [2021-01-17 21:23:34 main:574] : INFO : Epoch 1912 | loss: 0.0311288 | val_loss: 0.0311723 | Time: 1475.57 ms [2021-01-17 21:23:35 main:574] : INFO : Epoch 1913 | loss: 0.0311269 | val_loss: 0.0311726 | Time: 1285.01 ms [2021-01-17 21:23:36 main:574] : INFO : Epoch 1914 | loss: 0.031125 | val_loss: 0.0311781 | Time: 1386.66 ms [2021-01-17 21:23:38 main:574] : INFO : Epoch 1915 | loss: 0.0311263 | val_loss: 0.0311732 | Time: 1445.49 ms [2021-01-17 21:23:39 main:574] : INFO : Epoch 1916 | loss: 0.0311264 | val_loss: 0.0311746 | Time: 1264.86 ms [2021-01-17 21:23:41 main:574] : INFO : Epoch 1917 | loss: 0.0311303 | val_loss: 0.0311784 | Time: 1442.64 ms [2021-01-17 21:23:42 main:574] : INFO : Epoch 1918 | loss: 0.0311314 | val_loss: 0.0311794 | Time: 1385.64 ms [2021-01-17 21:23:43 main:574] : INFO : Epoch 1919 | loss: 0.0311355 | val_loss: 0.0311827 | Time: 1266.9 ms [2021-01-17 21:23:45 main:574] : INFO : Epoch 1920 | loss: 0.0311355 | val_loss: 0.0311715 | Time: 1471.22 ms [2021-01-17 21:23:46 main:574] : INFO : Epoch 1921 | loss: 0.031132 | val_loss: 0.0311697 | Time: 1362.63 ms [2021-01-17 21:23:47 main:574] : INFO : Epoch 1922 | loss: 0.0311313 | val_loss: 0.0311717 | Time: 1248.41 ms [2021-01-17 21:23:49 main:574] : INFO : Epoch 1923 | loss: 0.0311304 | val_loss: 0.0311742 | Time: 1474.99 ms [2021-01-17 21:23:50 main:574] : INFO : Epoch 1924 | loss: 0.0311291 | val_loss: 0.0311681 | Time: 1355.14 ms [2021-01-17 21:23:51 main:574] : INFO : Epoch 1925 | loss: 0.0311291 | val_loss: 0.0311768 | Time: 1272.6 ms [2021-01-17 21:23:53 main:574] : INFO : Epoch 1926 | loss: 0.0311326 | val_loss: 0.0311721 | Time: 1547.71 ms [2021-01-17 21:23:54 main:574] : INFO : Epoch 1927 | loss: 0.031128 | val_loss: 0.0311751 | Time: 1265.83 ms [2021-01-17 21:23:56 main:574] : INFO : Epoch 1928 | loss: 0.0311256 | val_loss: 0.0311727 | Time: 1272.66 ms [2021-01-17 21:23:57 main:574] : INFO : Epoch 1929 | loss: 0.0311255 | val_loss: 0.0311714 | Time: 1560.17 ms [2021-01-17 21:23:58 main:574] : INFO : Epoch 1930 | loss: 0.0311264 | val_loss: 0.0311728 | Time: 1277.19 ms [2021-01-17 21:24:00 main:574] : INFO : Epoch 1931 | loss: 0.0311254 | val_loss: 0.0311818 | Time: 1273.27 ms [2021-01-17 21:24:01 main:574] : INFO : Epoch 1932 | loss: 0.0311311 | val_loss: 0.0311691 | Time: 1531.89 ms [2021-01-17 21:24:02 main:574] : INFO : Epoch 1933 | loss: 0.0311245 | val_loss: 0.031172 | Time: 1268.53 ms [2021-01-17 21:24:04 main:574] : INFO : Epoch 1934 | loss: 0.0311281 | val_loss: 0.031173 | Time: 1256.89 ms [2021-01-17 21:24:05 main:574] : INFO : Epoch 1935 | loss: 0.0311258 | val_loss: 0.0311721 | Time: 1562.99 ms [2021-01-17 21:24:07 main:574] : INFO : Epoch 1936 | loss: 0.0311267 | val_loss: 0.0311733 | Time: 1267.66 ms [2021-01-17 21:24:08 main:574] : INFO : Epoch 1937 | loss: 0.0311253 | val_loss: 0.0311789 | Time: 1265.19 ms [2021-01-17 21:24:09 main:574] : INFO : Epoch 1938 | loss: 0.0311267 | val_loss: 0.0311704 | Time: 1576.86 ms [2021-01-17 21:24:11 main:574] : INFO : Epoch 1939 | loss: 0.031127 | val_loss: 0.0311686 | Time: 1269.07 ms [2021-01-17 21:24:12 main:574] : INFO : Epoch 1940 | loss: 0.0311273 | val_loss: 0.031169 | Time: 1283.91 ms [2021-01-17 21:24:14 main:574] : INFO : Epoch 1941 | loss: 0.0311261 | val_loss: 0.0311653 | Time: 1590.09 ms [2021-01-17 21:24:15 main:574] : INFO : Epoch 1942 | loss: 0.0311259 | val_loss: 0.0311678 | Time: 1266.95 ms [2021-01-17 21:24:16 main:574] : INFO : Epoch 1943 | loss: 0.0311265 | val_loss: 0.0311696 | Time: 1263.2 ms [2021-01-17 21:24:18 main:574] : INFO : Epoch 1944 | loss: 0.0311244 | val_loss: 0.0311711 | Time: 1578 ms [2021-01-17 21:24:19 main:574] : INFO : Epoch 1945 | loss: 0.0311248 | val_loss: 0.0311712 | Time: 1256.02 ms [2021-01-17 21:24:20 main:574] : INFO : Epoch 1946 | loss: 0.0311249 | val_loss: 0.0311713 | Time: 1304.52 ms [2021-01-17 21:24:22 main:574] : INFO : Epoch 1947 | loss: 0.0311259 | val_loss: 0.0311734 | Time: 1565.44 ms [2021-01-17 21:24:23 main:574] : INFO : Epoch 1948 | loss: 0.0311255 | val_loss: 0.0311712 | Time: 1351.99 ms [2021-01-17 21:24:25 main:574] : INFO : Epoch 1949 | loss: 0.0311246 | val_loss: 0.0311709 | Time: 1787.94 ms [2021-01-17 21:24:26 main:574] : INFO : Epoch 1950 | loss: 0.031126 | val_loss: 0.0311759 | Time: 1361.43 ms [2021-01-17 21:24:28 main:574] : INFO : Epoch 1951 | loss: 0.0311277 | val_loss: 0.031169 | Time: 1254.73 ms [2021-01-17 21:24:29 main:574] : INFO : Epoch 1952 | loss: 0.0311256 | val_loss: 0.0311735 | Time: 1503.77 ms [2021-01-17 21:24:30 main:574] : INFO : Epoch 1953 | loss: 0.0311244 | val_loss: 0.0311722 | Time: 1282.74 ms [2021-01-17 21:24:32 main:574] : INFO : Epoch 1954 | loss: 0.0311264 | val_loss: 0.0311708 | Time: 1249.52 ms [2021-01-17 21:24:33 main:574] : INFO : Epoch 1955 | loss: 0.0311274 | val_loss: 0.0311787 | Time: 1542.12 ms [2021-01-17 21:24:34 main:574] : INFO : Epoch 1956 | loss: 0.0311243 | val_loss: 0.0311709 | Time: 1270.19 ms [2021-01-17 21:24:36 main:574] : INFO : Epoch 1957 | loss: 0.0311261 | val_loss: 0.0311724 | Time: 1275.94 ms [2021-01-17 21:24:37 main:574] : INFO : Epoch 1958 | loss: 0.0311271 | val_loss: 0.0311756 | Time: 1501.1 ms [2021-01-17 21:24:39 main:574] : INFO : Epoch 1959 | loss: 0.0311289 | val_loss: 0.0311737 | Time: 1260.2 ms [2021-01-17 21:24:40 main:574] : INFO : Epoch 1960 | loss: 0.0311287 | val_loss: 0.0311737 | Time: 1266.71 ms [2021-01-17 21:24:41 main:574] : INFO : Epoch 1961 | loss: 0.0311285 | val_loss: 0.0311743 | Time: 1557.61 ms [2021-01-17 21:24:43 main:574] : INFO : Epoch 1962 | loss: 0.0311316 | val_loss: 0.0311759 | Time: 1255.67 ms [2021-01-17 21:24:44 main:574] : INFO : Epoch 1963 | loss: 0.0311317 | val_loss: 0.0311862 | Time: 1247.72 ms [2021-01-17 21:24:45 main:574] : INFO : Epoch 1964 | loss: 0.0311309 | val_loss: 0.0311691 | Time: 1574.6 ms [2021-01-17 21:24:47 main:574] : INFO : Epoch 1965 | loss: 0.0311269 | val_loss: 0.0311742 | Time: 1260.43 ms [2021-01-17 21:24:48 main:574] : INFO : Epoch 1966 | loss: 0.0311255 | val_loss: 0.0311688 | Time: 1276.19 ms [2021-01-17 21:24:50 main:574] : INFO : Epoch 1967 | loss: 0.0311255 | val_loss: 0.0311694 | Time: 1552.92 ms [2021-01-17 21:24:51 main:574] : INFO : Epoch 1968 | loss: 0.0311267 | val_loss: 0.0311673 | Time: 1273.5 ms [2021-01-17 21:24:52 main:574] : INFO : Epoch 1969 | loss: 0.0311304 | val_loss: 0.0311704 | Time: 1253.21 ms [2021-01-17 21:24:54 main:574] : INFO : Epoch 1970 | loss: 0.0311327 | val_loss: 0.0311662 | Time: 1567.38 ms [2021-01-17 21:24:55 main:574] : INFO : Epoch 1971 | loss: 0.0311302 | val_loss: 0.0311649 | Time: 1252.02 ms [2021-01-17 21:24:56 main:574] : INFO : Epoch 1972 | loss: 0.0311306 | val_loss: 0.0311665 | Time: 1252.48 ms [2021-01-17 21:24:58 main:574] : INFO : Epoch 1973 | loss: 0.0311276 | val_loss: 0.0311664 | Time: 1553.77 ms [2021-01-17 21:24:59 main:574] : INFO : Epoch 1974 | loss: 0.0311262 | val_loss: 0.0311699 | Time: 1263.09 ms [2021-01-17 21:25:00 main:574] : INFO : Epoch 1975 | loss: 0.0311274 | val_loss: 0.0311687 | Time: 1263.37 ms [2021-01-17 21:25:02 main:574] : INFO : Epoch 1976 | loss: 0.0311264 | val_loss: 0.0311681 | Time: 1533.61 ms [2021-01-17 21:25:03 main:574] : INFO : Epoch 1977 | loss: 0.0311287 | val_loss: 0.0311775 | Time: 1268.55 ms [2021-01-17 21:25:04 main:574] : INFO : Epoch 1978 | loss: 0.0311301 | val_loss: 0.03117 | Time: 1260.11 ms [2021-01-17 21:25:06 main:574] : INFO : Epoch 1979 | loss: 0.03113 | val_loss: 0.0311761 | Time: 1593.78 ms [2021-01-17 21:25:07 main:574] : INFO : Epoch 1980 | loss: 0.0311274 | val_loss: 0.0311799 | Time: 1266.84 ms [2021-01-17 21:25:09 main:574] : INFO : Epoch 1981 | loss: 0.0311278 | val_loss: 0.0311778 | Time: 1325.39 ms [2021-01-17 21:25:10 main:574] : INFO : Epoch 1982 | loss: 0.0311259 | val_loss: 0.0311679 | Time: 1517.87 ms [2021-01-17 21:25:11 main:574] : INFO : Epoch 1983 | loss: 0.0311259 | val_loss: 0.0311695 | Time: 1252.43 ms [2021-01-17 21:25:13 main:574] : INFO : Epoch 1984 | loss: 0.0311262 | val_loss: 0.031169 | Time: 1331.87 ms [2021-01-17 21:25:14 main:574] : INFO : Epoch 1985 | loss: 0.0311356 | val_loss: 0.0311648 | Time: 1486.18 ms [2021-01-17 21:25:15 main:574] : INFO : Epoch 1986 | loss: 0.0311302 | val_loss: 0.0311697 | Time: 1259.09 ms [2021-01-17 21:25:17 main:574] : INFO : Epoch 1987 | loss: 0.0311265 | val_loss: 0.0311694 | Time: 1388.68 ms [2021-01-17 21:25:18 main:574] : INFO : Epoch 1988 | loss: 0.0311261 | val_loss: 0.0311682 | Time: 1419.8 ms [2021-01-17 21:25:20 main:574] : INFO : Epoch 1989 | loss: 0.0311263 | val_loss: 0.0311695 | Time: 1267.78 ms [2021-01-17 21:25:21 main:574] : INFO : Epoch 1990 | loss: 0.0311291 | val_loss: 0.0311655 | Time: 1403.81 ms [2021-01-17 21:25:22 main:574] : INFO : Epoch 1991 | loss: 0.0311315 | val_loss: 0.0311721 | Time: 1438.96 ms [2021-01-17 21:25:24 main:574] : INFO : Epoch 1992 | loss: 0.0311343 | val_loss: 0.0311835 | Time: 1280.24 ms [2021-01-17 21:25:25 main:574] : INFO : Epoch 1993 | loss: 0.0311436 | val_loss: 0.0311775 | Time: 1707.24 ms [2021-01-17 21:25:27 main:574] : INFO : Epoch 1994 | loss: 0.0311448 | val_loss: 0.0311834 | Time: 1299.44 ms [2021-01-17 21:25:28 main:574] : INFO : Epoch 1995 | loss: 0.0311387 | val_loss: 0.0311688 | Time: 1269.88 ms [2021-01-17 21:25:30 main:574] : INFO : Epoch 1996 | loss: 0.0311371 | val_loss: 0.0311713 | Time: 1574.85 ms [2021-01-17 21:25:31 main:574] : INFO : Epoch 1997 | loss: 0.031134 | val_loss: 0.0311737 | Time: 1279.05 ms [2021-01-17 21:25:32 main:574] : INFO : Epoch 1998 | loss: 0.0311346 | val_loss: 0.0311704 | Time: 1275.73 ms [2021-01-17 21:25:34 main:574] : INFO : Epoch 1999 | loss: 0.0311317 | val_loss: 0.0311718 | Time: 1603.89 ms [2021-01-17 21:25:35 main:574] : INFO : Epoch 2000 | loss: 0.0311358 | val_loss: 0.031169 | Time: 1293.09 ms [2021-01-17 21:25:36 main:574] : INFO : Epoch 2001 | loss: 0.0311358 | val_loss: 0.0311709 | Time: 1259.07 ms [2021-01-17 21:25:38 main:574] : INFO : Epoch 2002 | loss: 0.0311363 | val_loss: 0.0311676 | Time: 1589.2 ms [2021-01-17 21:25:39 main:574] : INFO : Epoch 2003 | loss: 0.0311358 | val_loss: 0.0311716 | Time: 1256.23 ms [2021-01-17 21:25:40 main:574] : INFO : Epoch 2004 | loss: 0.0311373 | val_loss: 0.031172 | Time: 1255 ms [2021-01-17 21:25:42 main:574] : INFO : Epoch 2005 | loss: 0.0311372 | val_loss: 0.0311675 | Time: 1537.24 ms [2021-01-17 21:25:43 main:574] : INFO : Epoch 2006 | loss: 0.0311342 | val_loss: 0.0311682 | Time: 1251.28 ms [2021-01-17 21:25:44 main:574] : INFO : Epoch 2007 | loss: 0.0311357 | val_loss: 0.031176 | Time: 1282.63 ms [2021-01-17 21:25:46 main:574] : INFO : Epoch 2008 | loss: 0.0311375 | val_loss: 0.0311701 | Time: 1572.05 ms [2021-01-17 21:25:47 main:574] : INFO : Epoch 2009 | loss: 0.0311427 | val_loss: 0.0311663 | Time: 1256.24 ms [2021-01-17 21:25:49 main:574] : INFO : Epoch 2010 | loss: 0.0311488 | val_loss: 0.0311729 | Time: 1248.32 ms [2021-01-17 21:25:50 main:574] : INFO : Epoch 2011 | loss: 0.0311481 | val_loss: 0.0311738 | Time: 1539.84 ms [2021-01-17 21:25:51 main:574] : INFO : Epoch 2012 | loss: 0.031139 | val_loss: 0.0311707 | Time: 1248.32 ms [2021-01-17 21:25:53 main:574] : INFO : Epoch 2013 | loss: 0.0311359 | val_loss: 0.0311685 | Time: 1243.13 ms [2021-01-17 21:25:54 main:574] : INFO : Epoch 2014 | loss: 0.0311362 | val_loss: 0.0311671 | Time: 1546.76 ms [2021-01-17 21:25:55 main:574] : INFO : Epoch 2015 | loss: 0.0311367 | val_loss: 0.0311752 | Time: 1254.71 ms [2021-01-17 21:25:57 main:574] : INFO : Epoch 2016 | loss: 0.0311415 | val_loss: 0.0311667 | Time: 1276.05 ms [2021-01-17 21:25:58 main:574] : INFO : Epoch 2017 | loss: 0.0311358 | val_loss: 0.0311698 | Time: 1552.53 ms [2021-01-17 21:25:59 main:574] : INFO : Epoch 2018 | loss: 0.0311369 | val_loss: 0.031174 | Time: 1262.13 ms [2021-01-17 21:26:01 main:574] : INFO : Epoch 2019 | loss: 0.031143 | val_loss: 0.0311707 | Time: 1331.53 ms [2021-01-17 21:26:02 main:574] : INFO : Epoch 2020 | loss: 0.0311392 | val_loss: 0.0311692 | Time: 1497.16 ms [2021-01-17 21:26:04 main:574] : INFO : Epoch 2021 | loss: 0.0311394 | val_loss: 0.0311667 | Time: 1273.6 ms [2021-01-17 21:26:05 main:574] : INFO : Epoch 2022 | loss: 0.0311372 | val_loss: 0.0311723 | Time: 1340.3 ms [2021-01-17 21:26:06 main:574] : INFO : Epoch 2023 | loss: 0.031136 | val_loss: 0.0311694 | Time: 1476.56 ms [2021-01-17 21:26:08 main:574] : INFO : Epoch 2024 | loss: 0.0311364 | val_loss: 0.0311691 | Time: 1270.02 ms [2021-01-17 21:26:09 main:574] : INFO : Epoch 2025 | loss: 0.0311357 | val_loss: 0.03117 | Time: 1399.83 ms [2021-01-17 21:26:10 main:574] : INFO : Epoch 2026 | loss: 0.0311357 | val_loss: 0.031172 | Time: 1399.74 ms [2021-01-17 21:26:12 main:574] : INFO : Epoch 2027 | loss: 0.0311353 | val_loss: 0.0311723 | Time: 1251.93 ms [2021-01-17 21:26:13 main:574] : INFO : Epoch 2028 | loss: 0.0311346 | val_loss: 0.03117 | Time: 1398.05 ms [2021-01-17 21:26:15 main:574] : INFO : Epoch 2029 | loss: 0.0311335 | val_loss: 0.0311735 | Time: 1425.56 ms [2021-01-17 21:26:16 main:574] : INFO : Epoch 2030 | loss: 0.0311357 | val_loss: 0.0311734 | Time: 1254.87 ms [2021-01-17 21:26:17 main:574] : INFO : Epoch 2031 | loss: 0.0311331 | val_loss: 0.0311744 | Time: 1474.03 ms [2021-01-17 21:26:19 main:574] : INFO : Epoch 2032 | loss: 0.0311326 | val_loss: 0.0311749 | Time: 1347.72 ms [2021-01-17 21:26:20 main:574] : INFO : Epoch 2033 | loss: 0.0311345 | val_loss: 0.0311699 | Time: 1252.52 ms [2021-01-17 21:26:21 main:574] : INFO : Epoch 2034 | loss: 0.0311373 | val_loss: 0.0311753 | Time: 1513.32 ms [2021-01-17 21:26:23 main:574] : INFO : Epoch 2035 | loss: 0.0311362 | val_loss: 0.031175 | Time: 1421.75 ms [2021-01-17 21:26:24 main:574] : INFO : Epoch 2036 | loss: 0.0311346 | val_loss: 0.0311697 | Time: 1263.96 ms [2021-01-17 21:26:26 main:574] : INFO : Epoch 2037 | loss: 0.0311345 | val_loss: 0.0311682 | Time: 1660.94 ms [2021-01-17 21:26:27 main:574] : INFO : Epoch 2038 | loss: 0.0311339 | val_loss: 0.0311707 | Time: 1277.61 ms [2021-01-17 21:26:28 main:574] : INFO : Epoch 2039 | loss: 0.0311379 | val_loss: 0.03117 | Time: 1279.15 ms [2021-01-17 21:26:30 main:574] : INFO : Epoch 2040 | loss: 0.0311391 | val_loss: 0.0311762 | Time: 1529.08 ms [2021-01-17 21:26:31 main:574] : INFO : Epoch 2041 | loss: 0.0311357 | val_loss: 0.0311704 | Time: 1268.48 ms [2021-01-17 21:26:32 main:574] : INFO : Epoch 2042 | loss: 0.0311346 | val_loss: 0.0311683 | Time: 1267.73 ms [2021-01-17 21:26:34 main:574] : INFO : Epoch 2043 | loss: 0.0311352 | val_loss: 0.0311694 | Time: 1538.34 ms [2021-01-17 21:26:35 main:574] : INFO : Epoch 2044 | loss: 0.0311367 | val_loss: 0.0311724 | Time: 1260.47 ms [2021-01-17 21:26:37 main:574] : INFO : Epoch 2045 | loss: 0.0311354 | val_loss: 0.03117 | Time: 1262.14 ms [2021-01-17 21:26:38 main:574] : INFO : Epoch 2046 | loss: 0.031135 | val_loss: 0.0311747 | Time: 1546.33 ms [2021-01-17 21:26:39 main:574] : INFO : Epoch 2047 | loss: 0.0311346 | val_loss: 0.031174 | Time: 1257.22 ms [2021-01-17 21:26:41 main:574] : INFO : Epoch 2048 | loss: 0.0311354 | val_loss: 0.0311743 | Time: 1270.38 ms [2021-01-17 21:26:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311743 [2021-01-17 21:26:41 main:603] : INFO : Saving end state to config to file [2021-01-17 21:26:41 main:608] : INFO : Success, exiting.. 21:26:41 (7764): 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)