Task 7410463
| Name | ParityModified-1631729240-9424-1_0 |
| Workunit | 5083542 |
| Created | 17 Sep 2021, 3:42:27 UTC |
| Sent | 25 Sep 2021, 3:49:27 UTC |
| Report deadline | 2 Oct 2021, 3:49:27 UTC |
| Received | 25 Sep 2021, 15:39:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 51 min 16 sec |
| CPU time | 42 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.14 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9-25 10:35:19 main:574] : INFO : Epoch 1542 | loss: 0.030971 | val_loss: 0.0312754 | Time: 1310.67 ms [2021-09-25 10:35:21 main:574] : INFO : Epoch 1543 | loss: 0.0309766 | val_loss: 0.0312997 | Time: 1297.97 ms [2021-09-25 10:35:22 main:574] : INFO : Epoch 1544 | loss: 0.0309758 | val_loss: 0.031304 | Time: 1274.37 ms [2021-09-25 10:35:23 main:574] : INFO : Epoch 1545 | loss: 0.0309718 | val_loss: 0.0313105 | Time: 1319.46 ms [2021-09-25 10:35:25 main:574] : INFO : Epoch 1546 | loss: 0.0309669 | val_loss: 0.0312678 | Time: 1281.79 ms [2021-09-25 10:35:26 main:574] : INFO : Epoch 1547 | loss: 0.0309761 | val_loss: 0.0313094 | Time: 1262.94 ms [2021-09-25 10:35:27 main:574] : INFO : Epoch 1548 | loss: 0.0309715 | val_loss: 0.0312894 | Time: 1309.43 ms [2021-09-25 10:35:28 main:574] : INFO : Epoch 1549 | loss: 0.0309685 | val_loss: 0.0312937 | Time: 1281.62 ms [2021-09-25 10:35:30 main:574] : INFO : Epoch 1550 | loss: 0.0309744 | val_loss: 0.0313039 | Time: 1278.68 ms [2021-09-25 10:35:31 main:574] : INFO : Epoch 1551 | loss: 0.0309741 | val_loss: 0.0313024 | Time: 1313.83 ms [2021-09-25 10:35:33 main:574] : INFO : Epoch 1552 | loss: 0.030971 | val_loss: 0.0312754 | Time: 1278.62 ms [2021-09-25 10:35:34 main:574] : INFO : Epoch 1553 | loss: 0.0309692 | val_loss: 0.0313091 | Time: 1272.66 ms [2021-09-25 10:35:35 main:574] : INFO : Epoch 1554 | loss: 0.0309711 | val_loss: 0.0313003 | Time: 1302.28 ms [2021-09-25 10:35:37 main:574] : INFO : Epoch 1555 | loss: 0.0309686 | val_loss: 0.0312665 | Time: 1268.77 ms [2021-09-25 10:35:38 main:574] : INFO : Epoch 1556 | loss: 0.0309685 | val_loss: 0.0313038 | Time: 1264.9 ms [2021-09-25 10:35:39 main:574] : INFO : Epoch 1557 | loss: 0.0309688 | val_loss: 0.0313217 | Time: 1306.74 ms [2021-09-25 10:35:41 main:574] : INFO : Epoch 1558 | loss: 0.0309599 | val_loss: 0.0313083 | Time: 1266.01 ms [2021-09-25 10:35:42 main:574] : INFO : Epoch 1559 | loss: 0.0309616 | val_loss: 0.0312824 | Time: 1276.69 ms [2021-09-25 10:35:43 main:574] : INFO : Epoch 1560 | loss: 0.0309655 | val_loss: 0.0313139 | Time: 1315.62 ms [2021-09-25 10:35:45 main:574] : INFO : Epoch 1561 | loss: 0.0309628 | val_loss: 0.031305 | Time: 1285.7 ms [2021-09-25 10:35:46 main:574] : INFO : Epoch 1562 | loss: 0.030964 | val_loss: 0.031298 | Time: 1262.72 ms [2021-09-25 10:35:47 main:574] : INFO : Epoch 1563 | loss: 0.0309687 | val_loss: 0.031307 | Time: 1312.58 ms [2021-09-25 10:35:49 main:574] : INFO : Epoch 1564 | loss: 0.0309816 | val_loss: 0.0312601 | Time: 1282.56 ms [2021-09-25 10:35:50 main:574] : INFO : Epoch 1565 | loss: 0.0309863 | val_loss: 0.0313236 | Time: 1260.51 ms [2021-09-25 10:35:52 main:574] : INFO : Epoch 1566 | loss: 0.0309678 | val_loss: 0.0312866 | Time: 1314.88 ms [2021-09-25 10:35:53 main:574] : INFO : Epoch 1567 | loss: 0.0309613 | val_loss: 0.0312769 | Time: 1298.61 ms [2021-09-25 10:35:54 main:574] : INFO : Epoch 1568 | loss: 0.0309709 | val_loss: 0.0313435 | Time: 1253.26 ms [2021-09-25 10:35:56 main:574] : INFO : Epoch 1569 | loss: 0.030963 | val_loss: 0.031317 | Time: 1296.48 ms [2021-09-25 10:35:57 main:574] : INFO : Epoch 1570 | loss: 0.0309655 | val_loss: 0.0312984 | Time: 1272.48 ms [2021-09-25 10:35:58 main:574] : INFO : Epoch 1571 | loss: 0.0309666 | val_loss: 0.031325 | Time: 1268.2 ms [2021-09-25 10:36:00 main:574] : INFO : Epoch 1572 | loss: 0.0309633 | val_loss: 0.0313044 | Time: 1313.42 ms [2021-09-25 10:36:01 main:574] : INFO : Epoch 1573 | loss: 0.0309676 | val_loss: 0.0313166 | Time: 1274.69 ms [2021-09-25 10:36:02 main:574] : INFO : Epoch 1574 | loss: 0.0309542 | val_loss: 0.0313105 | Time: 1253.69 ms [2021-09-25 10:36:04 main:574] : INFO : Epoch 1575 | loss: 0.0309604 | val_loss: 0.0313086 | Time: 1289.93 ms [2021-09-25 10:36:05 main:574] : INFO : Epoch 1576 | loss: 0.030968 | val_loss: 0.0312994 | Time: 1299.13 ms [2021-09-25 10:36:06 main:574] : INFO : Epoch 1577 | loss: 0.0309698 | val_loss: 0.0313039 | Time: 1250.85 ms [2021-09-25 10:36:08 main:574] : INFO : Epoch 1578 | loss: 0.030971 | val_loss: 0.031324 | Time: 1300.18 ms [2021-09-25 10:36:09 main:574] : INFO : Epoch 1579 | loss: 0.0309684 | val_loss: 0.031321 | Time: 1307.04 ms [2021-09-25 10:36:11 main:574] : INFO : Epoch 1580 | loss: 0.0309671 | val_loss: 0.031318 | Time: 1251.94 ms [2021-09-25 10:36:12 main:574] : INFO : Epoch 1581 | loss: 0.0309645 | val_loss: 0.0313072 | Time: 1279.21 ms [2021-09-25 10:36:13 main:574] : INFO : Epoch 1582 | loss: 0.0309653 | val_loss: 0.0312733 | Time: 1318.58 ms [2021-09-25 10:36:15 main:574] : INFO : Epoch 1583 | loss: 0.0309581 | val_loss: 0.0312865 | Time: 1274.5 ms [2021-09-25 10:36:16 main:574] : INFO : Epoch 1584 | loss: 0.0309664 | val_loss: 0.0313232 | Time: 1286.35 ms [2021-09-25 10:36:17 main:574] : INFO : Epoch 1585 | loss: 0.0309603 | val_loss: 0.0313318 | Time: 1310.3 ms [2021-09-25 10:36:19 main:574] : INFO : Epoch 1586 | loss: 0.0309566 | val_loss: 0.0313015 | Time: 1286.06 ms [2021-09-25 10:36:20 main:574] : INFO : Epoch 1587 | loss: 0.0309604 | val_loss: 0.0313229 | Time: 1284.65 ms [2021-09-25 10:36:22 main:574] : INFO : Epoch 1588 | loss: 0.0309622 | val_loss: 0.0313331 | Time: 1319.97 ms [2021-09-25 10:36:23 main:574] : INFO : Epoch 1589 | loss: 0.0309577 | val_loss: 0.0313124 | Time: 1300.91 ms [2021-09-25 10:36:24 main:574] : INFO : Epoch 1590 | loss: 0.0309542 | val_loss: 0.0312832 | Time: 1279.47 ms [2021-09-25 10:36:26 main:574] : INFO : Epoch 1591 | loss: 0.0309586 | val_loss: 0.0312873 | Time: 1333.13 ms [2021-09-25 10:36:27 main:574] : INFO : Epoch 1592 | loss: 0.0309607 | val_loss: 0.0312903 | Time: 1264.4 ms [2021-09-25 10:36:28 main:574] : INFO : Epoch 1593 | loss: 0.0309596 | val_loss: 0.0313082 | Time: 1269.41 ms [2021-09-25 10:36:30 main:574] : INFO : Epoch 1594 | loss: 0.0309634 | val_loss: 0.0313209 | Time: 1316.45 ms [2021-09-25 10:36:31 main:574] : INFO : Epoch 1595 | loss: 0.0309594 | val_loss: 0.0312929 | Time: 1283.39 ms [2021-09-25 10:36:32 main:574] : INFO : Epoch 1596 | loss: 0.0309686 | val_loss: 0.0313303 | Time: 1262.84 ms [2021-09-25 10:36:34 main:574] : INFO : Epoch 1597 | loss: 0.0309641 | val_loss: 0.031286 | Time: 1315.35 ms [2021-09-25 10:36:35 main:574] : INFO : Epoch 1598 | loss: 0.0309667 | val_loss: 0.031321 | Time: 1285.58 ms [2021-09-25 10:36:37 main:574] : INFO : Epoch 1599 | loss: 0.0309689 | val_loss: 0.0313082 | Time: 1265.84 ms [2021-09-25 10:36:38 main:574] : INFO : Epoch 1600 | loss: 0.0309625 | val_loss: 0.0313033 | Time: 1303.36 ms [2021-09-25 10:36:39 main:574] : INFO : Epoch 1601 | loss: 0.0309556 | val_loss: 0.0312995 | Time: 1285.64 ms [2021-09-25 10:36:41 main:574] : INFO : Epoch 1602 | loss: 0.0309583 | val_loss: 0.0312715 | Time: 1252.53 ms [2021-09-25 10:36:42 main:574] : INFO : Epoch 1603 | loss: 0.0309605 | val_loss: 0.0312912 | Time: 1307.55 ms [2021-09-25 10:36:43 main:574] : INFO : Epoch 1604 | loss: 0.0309639 | val_loss: 0.0312808 | Time: 1316.27 ms [2021-09-25 10:36:45 main:574] : INFO : Epoch 1605 | loss: 0.0309626 | val_loss: 0.0313065 | Time: 1261.84 ms [2021-09-25 10:36:46 main:574] : INFO : Epoch 1606 | loss: 0.0309673 | val_loss: 0.031271 | Time: 1270.57 ms [2021-09-25 10:36:48 main:574] : INFO : Epoch 1607 | loss: 0.0309623 | val_loss: 0.0313044 | Time: 1321.49 ms [2021-09-25 10:36:49 main:574] : INFO : Epoch 1608 | loss: 0.0309703 | val_loss: 0.0313355 | Time: 1258.55 ms [2021-09-25 10:36:50 main:574] : INFO : Epoch 1609 | loss: 0.0309691 | val_loss: 0.0312773 | Time: 1275.85 ms [2021-09-25 10:36:52 main:574] : INFO : Epoch 1610 | loss: 0.03096 | val_loss: 0.0313182 | Time: 1308.75 ms [2021-09-25 10:36:53 main:574] : INFO : Epoch 1611 | loss: 0.0309694 | val_loss: 0.0313126 | Time: 1240.88 ms [2021-09-25 10:36:54 main:574] : INFO : Epoch 1612 | loss: 0.0309641 | val_loss: 0.0313077 | Time: 1296.93 ms [2021-09-25 10:36:56 main:574] : INFO : Epoch 1613 | loss: 0.0309573 | val_loss: 0.0312985 | Time: 1298.35 ms [2021-09-25 10:36:57 main:574] : INFO : Epoch 1614 | loss: 0.0309726 | val_loss: 0.0312928 | Time: 1290.34 ms [2021-09-25 10:36:58 main:574] : INFO : Epoch 1615 | loss: 0.0309735 | val_loss: 0.0312948 | Time: 1274.48 ms [2021-09-25 10:37:00 main:574] : INFO : Epoch 1616 | loss: 0.0309549 | val_loss: 0.0313206 | Time: 1308.34 ms [2021-09-25 10:37:01 main:574] : INFO : Epoch 1617 | loss: 0.0309598 | val_loss: 0.0312798 | Time: 1262.35 ms [2021-09-25 10:37:03 main:574] : INFO : Epoch 1618 | loss: 0.0309574 | val_loss: 0.0313264 | Time: 1274.4 ms [2021-09-25 10:37:04 main:574] : INFO : Epoch 1619 | loss: 0.0309617 | val_loss: 0.0312875 | Time: 1306.14 ms [2021-09-25 10:37:05 main:574] : INFO : Epoch 1620 | loss: 0.0309769 | val_loss: 0.0312968 | Time: 1272.23 ms [2021-09-25 10:37:07 main:574] : INFO : Epoch 1621 | loss: 0.030965 | val_loss: 0.0313355 | Time: 1277.13 ms [2021-09-25 10:37:08 main:574] : INFO : Epoch 1622 | loss: 0.030967 | val_loss: 0.031305 | Time: 1306.6 ms [2021-09-25 10:37:09 main:574] : INFO : Epoch 1623 | loss: 0.0309572 | val_loss: 0.0313001 | Time: 1297.23 ms [2021-09-25 10:37:11 main:574] : INFO : Epoch 1624 | loss: 0.0309507 | val_loss: 0.0312923 | Time: 1284.15 ms [2021-09-25 10:37:12 main:574] : INFO : Epoch 1625 | loss: 0.0309651 | val_loss: 0.031302 | Time: 1298.1 ms [2021-09-25 10:37:13 main:574] : INFO : Epoch 1626 | loss: 0.0309688 | val_loss: 0.0313387 | Time: 1282.53 ms [2021-09-25 10:37:15 main:574] : INFO : Epoch 1627 | loss: 0.0309627 | val_loss: 0.0313168 | Time: 1261.37 ms [2021-09-25 10:37:16 main:574] : INFO : Epoch 1628 | loss: 0.0309547 | val_loss: 0.0313253 | Time: 1317.1 ms [2021-09-25 10:37:18 main:574] : INFO : Epoch 1629 | loss: 0.0309789 | val_loss: 0.0312827 | Time: 1279.21 ms [2021-09-25 10:37:19 main:574] : INFO : Epoch 1630 | loss: 0.0309999 | val_loss: 0.0312931 | Time: 1270.27 ms [2021-09-25 10:37:20 main:574] : INFO : Epoch 1631 | loss: 0.0309679 | val_loss: 0.0313131 | Time: 1324 ms [2021-09-25 10:37:22 main:574] : INFO : Epoch 1632 | loss: 0.030958 | val_loss: 0.0312909 | Time: 1294.74 ms [2021-09-25 10:37:23 main:574] : INFO : Epoch 1633 | loss: 0.030965 | val_loss: 0.0313474 | Time: 1252.44 ms [2021-09-25 10:37:24 main:574] : INFO : Epoch 1634 | loss: 0.0309589 | val_loss: 0.0312805 | Time: 1304.2 ms [2021-09-25 10:37:26 main:574] : INFO : Epoch 1635 | loss: 0.0309648 | val_loss: 0.0313489 | Time: 1291.94 ms [2021-09-25 10:37:27 main:574] : INFO : Epoch 1636 | loss: 0.030967 | val_loss: 0.0312992 | Time: 1256.16 ms [2021-09-25 10:37:28 main:574] : INFO : Epoch 1637 | loss: 0.0309729 | val_loss: 0.0312682 | Time: 1306.32 ms [2021-09-25 10:37:30 main:574] : INFO : Epoch 1638 | loss: 0.030988 | val_loss: 0.0312806 | Time: 1279.56 ms [2021-09-25 10:37:31 main:574] : INFO : Epoch 1639 | loss: 0.0309733 | val_loss: 0.031319 | Time: 1267.11 ms [2021-09-25 10:37:32 main:574] : INFO : Epoch 1640 | loss: 0.0309676 | val_loss: 0.0313482 | Time: 1293.58 ms [2021-09-25 10:37:34 main:574] : INFO : Epoch 1641 | loss: 0.0309589 | val_loss: 0.0313343 | Time: 1292.21 ms [2021-09-25 10:37:35 main:574] : INFO : Epoch 1642 | loss: 0.0309583 | val_loss: 0.0313097 | Time: 1253.13 ms [2021-09-25 10:37:36 main:574] : INFO : Epoch 1643 | loss: 0.0309711 | val_loss: 0.0312661 | Time: 1309.4 ms [2021-09-25 10:37:38 main:574] : INFO : Epoch 1644 | loss: 0.0310232 | val_loss: 0.0313021 | Time: 1285.2 ms [2021-09-25 10:37:39 main:574] : INFO : Epoch 1645 | loss: 0.030997 | val_loss: 0.0313148 | Time: 1255.77 ms [2021-09-25 10:37:40 main:574] : INFO : Epoch 1646 | loss: 0.0309679 | val_loss: 0.0313008 | Time: 1296.67 ms [2021-09-25 10:37:42 main:574] : INFO : Epoch 1647 | loss: 0.0309578 | val_loss: 0.0313211 | Time: 1277.02 ms [2021-09-25 10:37:43 main:574] : INFO : Epoch 1648 | loss: 0.0309541 | val_loss: 0.031302 | Time: 1260.64 ms [2021-09-25 10:37:45 main:574] : INFO : Epoch 1649 | loss: 0.0309542 | val_loss: 0.0313029 | Time: 1308.65 ms [2021-09-25 10:37:46 main:574] : INFO : Epoch 1650 | loss: 0.0309553 | val_loss: 0.0312882 | Time: 1284.15 ms [2021-09-25 10:37:47 main:574] : INFO : Epoch 1651 | loss: 0.0309608 | val_loss: 0.0313118 | Time: 1259.03 ms [2021-09-25 10:37:49 main:574] : INFO : Epoch 1652 | loss: 0.030961 | val_loss: 0.0313149 | Time: 1302.42 ms [2021-09-25 10:37:50 main:574] : INFO : Epoch 1653 | loss: 0.0309586 | val_loss: 0.0313007 | Time: 1315.69 ms [2021-09-25 10:37:51 main:574] : INFO : Epoch 1654 | loss: 0.0309521 | val_loss: 0.0313141 | Time: 1270.63 ms [2021-09-25 10:37:53 main:574] : INFO : Epoch 1655 | loss: 0.0309581 | val_loss: 0.0312909 | Time: 1307.91 ms [2021-09-25 10:37:54 main:574] : INFO : Epoch 1656 | loss: 0.0309631 | val_loss: 0.031311 | Time: 1324.33 ms [2021-09-25 10:37:55 main:574] : INFO : Epoch 1657 | loss: 0.0309562 | val_loss: 0.0312935 | Time: 1268.65 ms [2021-09-25 10:37:57 main:574] : INFO : Epoch 1658 | loss: 0.0309576 | val_loss: 0.0313346 | Time: 1290.42 ms [2021-09-25 10:37:58 main:574] : INFO : Epoch 1659 | loss: 0.03096 | val_loss: 0.0313227 | Time: 1327.56 ms [2021-09-25 10:38:00 main:574] : INFO : Epoch 1660 | loss: 0.0309637 | val_loss: 0.0312666 | Time: 1300.1 ms [2021-09-25 10:38:01 main:574] : INFO : Epoch 1661 | loss: 0.0309666 | val_loss: 0.0313393 | Time: 1278.67 ms [2021-09-25 10:38:02 main:574] : INFO : Epoch 1662 | loss: 0.0309702 | val_loss: 0.0313032 | Time: 1356.33 ms [2021-09-25 10:38:04 main:574] : INFO : Epoch 1663 | loss: 0.0309659 | val_loss: 0.0313446 | Time: 1293.1 ms [2021-09-25 10:38:05 main:574] : INFO : Epoch 1664 | loss: 0.0309631 | val_loss: 0.0312775 | Time: 1264.61 ms [2021-09-25 10:38:06 main:574] : INFO : Epoch 1665 | loss: 0.0309699 | val_loss: 0.0313346 | Time: 1315.6 ms [2021-09-25 10:38:08 main:574] : INFO : Epoch 1666 | loss: 0.030965 | val_loss: 0.0313246 | Time: 1298.08 ms [2021-09-25 10:38:09 main:574] : INFO : Epoch 1667 | loss: 0.0309574 | val_loss: 0.0312808 | Time: 1268.73 ms [2021-09-25 10:38:11 main:574] : INFO : Epoch 1668 | loss: 0.0309629 | val_loss: 0.0313028 | Time: 1341.88 ms [2021-09-25 10:38:12 main:574] : INFO : Epoch 1669 | loss: 0.0309641 | val_loss: 0.0313024 | Time: 1318.26 ms [2021-09-25 10:38:14 main:574] : INFO : Epoch 1670 | loss: 0.0309627 | val_loss: 0.0312866 | Time: 1294.36 ms [2021-09-25 10:38:15 main:574] : INFO : Epoch 1671 | loss: 0.0309657 | val_loss: 0.031302 | Time: 1351.04 ms [2021-09-25 10:38:16 main:574] : INFO : Epoch 1672 | loss: 0.0309581 | val_loss: 0.0313022 | Time: 1307.48 ms [2021-09-25 10:38:18 main:574] : INFO : Epoch 1673 | loss: 0.0309589 | val_loss: 0.0312849 | Time: 1287.86 ms [2021-09-25 10:38:19 main:574] : INFO : Epoch 1674 | loss: 0.0309616 | val_loss: 0.0313302 | Time: 1278.83 ms [2021-09-25 10:38:21 main:574] : INFO : Epoch 1675 | loss: 0.0309629 | val_loss: 0.0313147 | Time: 1323.66 ms [2021-09-25 10:38:22 main:574] : INFO : Epoch 1676 | loss: 0.0309521 | val_loss: 0.0313173 | Time: 1275.92 ms [2021-09-25 10:38:23 main:574] : INFO : Epoch 1677 | loss: 0.030954 | val_loss: 0.0312939 | Time: 1255.31 ms [2021-09-25 10:38:25 main:574] : INFO : Epoch 1678 | loss: 0.0309614 | val_loss: 0.0313263 | Time: 1317.68 ms [2021-09-25 10:38:26 main:574] : INFO : Epoch 1679 | loss: 0.0309674 | val_loss: 0.0313034 | Time: 1292.16 ms [2021-09-25 10:38:27 main:574] : INFO : Epoch 1680 | loss: 0.0309713 | val_loss: 0.0312958 | Time: 1256.08 ms [2021-09-25 10:38:29 main:574] : INFO : Epoch 1681 | loss: 0.0309667 | val_loss: 0.0312831 | Time: 1278.72 ms [2021-09-25 10:38:31 main:574] : INFO : Epoch 1682 | loss: 0.0309558 | val_loss: 0.0313096 | Time: 1320.23 ms [2021-09-25 10:38:32 main:574] : INFO : Epoch 1683 | loss: 0.0309603 | val_loss: 0.0313246 | Time: 1277.86 ms [2021-09-25 10:38:33 main:574] : INFO : Epoch 1684 | loss: 0.0309664 | val_loss: 0.0312701 | Time: 1305.76 ms [2021-09-25 10:38:35 main:574] : INFO : Epoch 1685 | loss: 0.0309582 | val_loss: 0.0313027 | Time: 1338.31 ms [2021-09-25 10:38:36 main:574] : INFO : Epoch 1686 | loss: 0.0309752 | val_loss: 0.0313213 | Time: 1270.14 ms [2021-09-25 10:38:37 main:574] : INFO : Epoch 1687 | loss: 0.0309606 | val_loss: 0.0313277 | Time: 1274.9 ms [2021-09-25 10:38:39 main:574] : INFO : Epoch 1688 | loss: 0.0309576 | val_loss: 0.0313052 | Time: 1322.57 ms [2021-09-25 10:38:41 main:574] : INFO : Epoch 1689 | loss: 0.0309728 | val_loss: 0.0313354 | Time: 1263.85 ms [2021-09-25 10:38:43 main:574] : INFO : Epoch 1690 | loss: 0.0309648 | val_loss: 0.0312823 | Time: 1315.53 ms [2021-09-25 10:38:44 main:574] : INFO : Epoch 1691 | loss: 0.0309692 | val_loss: 0.0313125 | Time: 1267.41 ms [2021-09-25 10:38:46 main:574] : INFO : Epoch 1692 | loss: 0.0309663 | val_loss: 0.0312987 | Time: 1259.1 ms [2021-09-25 10:38:47 main:574] : INFO : Epoch 1693 | loss: 0.0309559 | val_loss: 0.0312969 | Time: 1310.97 ms [2021-09-25 10:38:48 main:574] : INFO : Epoch 1694 | loss: 0.0309668 | val_loss: 0.0313186 | Time: 1290.87 ms [2021-09-25 10:38:50 main:574] : INFO : Epoch 1695 | loss: 0.0309654 | val_loss: 0.0312978 | Time: 1256.06 ms [2021-09-25 10:38:51 main:574] : INFO : Epoch 1696 | loss: 0.0309612 | val_loss: 0.0313351 | Time: 1310.19 ms [2021-09-25 10:38:52 main:574] : INFO : Epoch 1697 | loss: 0.0309695 | val_loss: 0.0312652 | Time: 1298 ms [2021-09-25 10:38:54 main:574] : INFO : Epoch 1698 | loss: 0.0309689 | val_loss: 0.0313208 | Time: 1262.56 ms [2021-09-25 10:38:55 main:574] : INFO : Epoch 1699 | loss: 0.0309621 | val_loss: 0.0313045 | Time: 1309.61 ms [2021-09-25 10:38:56 main:574] : INFO : Epoch 1700 | loss: 0.0309513 | val_loss: 0.0313314 | Time: 1302.07 ms [2021-09-25 10:38:58 main:574] : INFO : Epoch 1701 | loss: 0.0309524 | val_loss: 0.0313137 | Time: 1252.18 ms [2021-09-25 10:38:59 main:574] : INFO : Epoch 1702 | loss: 0.0309615 | val_loss: 0.0313317 | Time: 1309.03 ms [2021-09-25 10:39:01 main:574] : INFO : Epoch 1703 | loss: 0.030966 | val_loss: 0.0312756 | Time: 1319.9 ms [2021-09-25 10:39:02 main:574] : INFO : Epoch 1704 | loss: 0.0309758 | val_loss: 0.0313044 | Time: 1318.27 ms [2021-09-25 10:39:03 main:574] : INFO : Epoch 1705 | loss: 0.0309737 | val_loss: 0.0312734 | Time: 1280.4 ms [2021-09-25 10:39:05 main:574] : INFO : Epoch 1706 | loss: 0.0309573 | val_loss: 0.0312869 | Time: 1312.39 ms [2021-09-25 10:39:06 main:574] : INFO : Epoch 1707 | loss: 0.0309529 | val_loss: 0.0313188 | Time: 1295.55 ms [2021-09-25 10:39:08 main:574] : INFO : Epoch 1708 | loss: 0.0309564 | val_loss: 0.0313019 | Time: 1276.61 ms [2021-09-25 10:39:09 main:574] : INFO : Epoch 1709 | loss: 0.0309532 | val_loss: 0.0313066 | Time: 1308.93 ms [2021-09-25 10:39:10 main:574] : INFO : Epoch 1710 | loss: 0.0309593 | val_loss: 0.031365 | Time: 1276.8 ms [2021-09-25 10:39:12 main:574] : INFO : Epoch 1711 | loss: 0.0309634 | val_loss: 0.0312984 | Time: 1254.11 ms [2021-09-25 10:39:13 main:574] : INFO : Epoch 1712 | loss: 0.0309636 | val_loss: 0.031302 | Time: 1304.02 ms [2021-09-25 10:39:14 main:574] : INFO : Epoch 1713 | loss: 0.0309606 | val_loss: 0.0312799 | Time: 1270.95 ms [2021-09-25 10:39:16 main:574] : INFO : Epoch 1714 | loss: 0.0309594 | val_loss: 0.0313478 | Time: 1240.11 ms [2021-09-25 10:39:17 main:574] : INFO : Epoch 1715 | loss: 0.0309752 | val_loss: 0.0312673 | Time: 1306.18 ms [2021-09-25 10:39:19 main:574] : INFO : Epoch 1716 | loss: 0.0309744 | val_loss: 0.0313261 | Time: 1299.98 ms [2021-09-25 10:39:20 main:574] : INFO : Epoch 1717 | loss: 0.0309609 | val_loss: 0.0312778 | Time: 1242.63 ms [2021-09-25 10:39:21 main:574] : INFO : Epoch 1718 | loss: 0.0309618 | val_loss: 0.0313276 | Time: 1287.21 ms [2021-09-25 10:39:23 main:574] : INFO : Epoch 1719 | loss: 0.030967 | val_loss: 0.031335 | Time: 1304.64 ms [2021-09-25 10:39:24 main:574] : INFO : Epoch 1720 | loss: 0.0309607 | val_loss: 0.0312768 | Time: 1257.65 ms [2021-09-25 10:39:26 main:574] : INFO : Epoch 1721 | loss: 0.0309524 | val_loss: 0.0313003 | Time: 1283.36 ms [2021-09-25 10:39:27 main:574] : INFO : Epoch 1722 | loss: 0.0309544 | val_loss: 0.031311 | Time: 1327.83 ms [2021-09-25 10:39:28 main:574] : INFO : Epoch 1723 | loss: 0.0309528 | val_loss: 0.0313443 | Time: 1258.48 ms [2021-09-25 10:39:30 main:574] : INFO : Epoch 1724 | loss: 0.0309556 | val_loss: 0.0313256 | Time: 1266 ms [2021-09-25 10:39:31 main:574] : INFO : Epoch 1725 | loss: 0.030967 | val_loss: 0.0312931 | Time: 1310.24 ms [2021-09-25 10:39:33 main:574] : INFO : Epoch 1726 | loss: 0.0309605 | val_loss: 0.0313226 | Time: 1267.97 ms [2021-09-25 10:39:34 main:574] : INFO : Epoch 1727 | loss: 0.0309546 | val_loss: 0.0313062 | Time: 1269.87 ms [2021-09-25 10:39:35 main:574] : INFO : Epoch 1728 | loss: 0.0309548 | val_loss: 0.031321 | Time: 1300.19 ms [2021-09-25 10:39:37 main:574] : INFO : Epoch 1729 | loss: 0.0309551 | val_loss: 0.0313194 | Time: 1284.64 ms [2021-09-25 10:39:38 main:574] : INFO : Epoch 1730 | loss: 0.0309642 | val_loss: 0.0312977 | Time: 1250.36 ms [2021-09-25 10:39:40 main:574] : INFO : Epoch 1731 | loss: 0.0309684 | val_loss: 0.0313339 | Time: 1303.63 ms [2021-09-25 10:39:41 main:574] : INFO : Epoch 1732 | loss: 0.0309652 | val_loss: 0.0313219 | Time: 1310.63 ms [2021-09-25 10:39:42 main:574] : INFO : Epoch 1733 | loss: 0.0309749 | val_loss: 0.0313517 | Time: 1248.33 ms [2021-09-25 10:39:44 main:574] : INFO : Epoch 1734 | loss: 0.0309603 | val_loss: 0.0312915 | Time: 1291.46 ms [2021-09-25 10:39:45 main:574] : INFO : Epoch 1735 | loss: 0.0309584 | val_loss: 0.0313477 | Time: 1287.29 ms [2021-09-25 10:39:46 main:574] : INFO : Epoch 1736 | loss: 0.0309595 | val_loss: 0.0312574 | Time: 1281.65 ms [2021-09-25 10:39:48 main:574] : INFO : Epoch 1737 | loss: 0.0309647 | val_loss: 0.0313048 | Time: 1292.83 ms [2021-09-25 10:39:49 main:574] : INFO : Epoch 1738 | loss: 0.0309599 | val_loss: 0.0312938 | Time: 1312.9 ms [2021-09-25 10:39:51 main:574] : INFO : Epoch 1739 | loss: 0.0309581 | val_loss: 0.0312866 | Time: 1307.36 ms [2021-09-25 10:39:52 main:574] : INFO : Epoch 1740 | loss: 0.0309545 | val_loss: 0.0312931 | Time: 1284.39 ms [2021-09-25 10:39:53 main:574] : INFO : Epoch 1741 | loss: 0.0309546 | val_loss: 0.0312907 | Time: 1318.56 ms [2021-09-25 10:39:55 main:574] : INFO : Epoch 1742 | loss: 0.0309557 | val_loss: 0.0313081 | Time: 1266.19 ms [2021-09-25 10:39:56 main:574] : INFO : Epoch 1743 | loss: 0.0309636 | val_loss: 0.031295 | Time: 1266.25 ms [2021-09-25 10:39:57 main:574] : INFO : Epoch 1744 | loss: 0.03096 | val_loss: 0.0313326 | Time: 1316.82 ms [2021-09-25 10:39:59 main:574] : INFO : Epoch 1745 | loss: 0.0309534 | val_loss: 0.0312838 | Time: 1262.73 ms [2021-09-25 10:40:00 main:574] : INFO : Epoch 1746 | loss: 0.0309556 | val_loss: 0.0313307 | Time: 1376.12 ms [2021-09-25 10:40:03 main:574] : INFO : Epoch 1747 | loss: 0.0309543 | val_loss: 0.0313225 | Time: 1349.88 ms [2021-09-25 10:40:05 main:574] : INFO : Epoch 1748 | loss: 0.0309571 | val_loss: 0.0313184 | Time: 1283.83 ms [2021-09-25 10:40:06 main:574] : INFO : Epoch 1749 | loss: 0.0309558 | val_loss: 0.0313017 | Time: 1271.64 ms [2021-09-25 10:40:08 main:574] : INFO : Epoch 1750 | loss: 0.0309621 | val_loss: 0.0313267 | Time: 1310.53 ms [2021-09-25 10:40:09 main:574] : INFO : Epoch 1751 | loss: 0.0309682 | val_loss: 0.0313284 | Time: 1317.22 ms [2021-09-25 10:40:11 main:574] : INFO : Epoch 1752 | loss: 0.0309746 | val_loss: 0.0312845 | Time: 1257.48 ms [2021-09-25 10:40:12 main:574] : INFO : Epoch 1753 | loss: 0.0309668 | val_loss: 0.0313292 | Time: 1309.19 ms [2021-09-25 10:40:13 main:574] : INFO : Epoch 1754 | loss: 0.0309546 | val_loss: 0.0313209 | Time: 1309.58 ms [2021-09-25 10:40:15 main:574] : INFO : Epoch 1755 | loss: 0.0309578 | val_loss: 0.0313152 | Time: 1249.17 ms [2021-09-25 10:40:16 main:574] : INFO : Epoch 1756 | loss: 0.0309492 | val_loss: 0.0313365 | Time: 1301.31 ms [2021-09-25 10:40:18 main:574] : INFO : Epoch 1757 | loss: 0.0309552 | val_loss: 0.0313614 | Time: 1328.1 ms [2021-09-25 10:40:19 main:574] : INFO : Epoch 1758 | loss: 0.0309599 | val_loss: 0.0313008 | Time: 1302.08 ms [2021-09-25 10:40:21 main:574] : INFO : Epoch 1759 | loss: 0.0309633 | val_loss: 0.0312636 | Time: 1270.06 ms [2021-09-25 10:40:22 main:574] : INFO : Epoch 1760 | loss: 0.0309637 | val_loss: 0.0313226 | Time: 1315.91 ms [2021-09-25 10:40:23 main:574] : INFO : Epoch 1761 | loss: 0.0309605 | val_loss: 0.0313132 | Time: 1302.68 ms [2021-09-25 10:40:25 main:574] : INFO : Epoch 1762 | loss: 0.0309653 | val_loss: 0.0312949 | Time: 1274.91 ms [2021-09-25 10:40:26 main:574] : INFO : Epoch 1763 | loss: 0.0309598 | val_loss: 0.0313061 | Time: 1298.04 ms [2021-09-25 10:40:27 main:574] : INFO : Epoch 1764 | loss: 0.0309627 | val_loss: 0.0312974 | Time: 1311.06 ms [2021-09-25 10:40:29 main:574] : INFO : Epoch 1765 | loss: 0.0309586 | val_loss: 0.0313403 | Time: 1246.99 ms [2021-09-25 10:40:30 main:574] : INFO : Epoch 1766 | loss: 0.0309687 | val_loss: 0.031311 | Time: 1311.84 ms [2021-09-25 10:40:31 main:574] : INFO : Epoch 1767 | loss: 0.0309668 | val_loss: 0.0313009 | Time: 1311.86 ms [2021-09-25 10:40:33 main:574] : INFO : Epoch 1768 | loss: 0.0309643 | val_loss: 0.031308 | Time: 1281.39 ms [2021-09-25 10:40:34 main:574] : INFO : Epoch 1769 | loss: 0.0309754 | val_loss: 0.0312905 | Time: 1295.82 ms [2021-09-25 10:40:36 main:574] : INFO : Epoch 1770 | loss: 0.0309718 | val_loss: 0.0313149 | Time: 1305.53 ms [2021-09-25 10:40:37 main:574] : INFO : Epoch 1771 | loss: 0.0309609 | val_loss: 0.0313447 | Time: 1264.54 ms [2021-09-25 10:40:38 main:574] : INFO : Epoch 1772 | loss: 0.0309564 | val_loss: 0.0312923 | Time: 1293.78 ms [2021-09-25 10:40:40 main:574] : INFO : Epoch 1773 | loss: 0.0309605 | val_loss: 0.0313235 | Time: 1326.76 ms [2021-09-25 10:40:41 main:574] : INFO : Epoch 1774 | loss: 0.0309633 | val_loss: 0.0312909 | Time: 1295.83 ms [2021-09-25 10:40:43 main:574] : INFO : Epoch 1775 | loss: 0.03096 | val_loss: 0.0313244 | Time: 1270.9 ms [2021-09-25 10:40:44 main:574] : INFO : Epoch 1776 | loss: 0.0309568 | val_loss: 0.0312794 | Time: 1317.63 ms [2021-09-25 10:40:45 main:574] : INFO : Epoch 1777 | loss: 0.0309804 | val_loss: 0.0312472 | Time: 1294.88 ms [2021-09-25 10:40:47 main:574] : INFO : Epoch 1778 | loss: 0.0309755 | val_loss: 0.0313425 | Time: 1260.22 ms [2021-09-25 10:40:48 main:574] : INFO : Epoch 1779 | loss: 0.0309518 | val_loss: 0.031312 | Time: 1308.36 ms [2021-09-25 10:40:49 main:574] : INFO : Epoch 1780 | loss: 0.0309475 | val_loss: 0.0313195 | Time: 1284.08 ms [2021-09-25 10:40:51 main:574] : INFO : Epoch 1781 | loss: 0.030951 | val_loss: 0.0313223 | Time: 1277.11 ms [2021-09-25 10:40:52 main:574] : INFO : Epoch 1782 | loss: 0.030961 | val_loss: 0.0313626 | Time: 1296.89 ms [2021-09-25 10:40:54 main:574] : INFO : Epoch 1783 | loss: 0.0309675 | val_loss: 0.0312821 | Time: 1331.61 ms [2021-09-25 10:40:55 main:574] : INFO : Epoch 1784 | loss: 0.030958 | val_loss: 0.0312939 | Time: 1259.45 ms [2021-09-25 10:40:56 main:574] : INFO : Epoch 1785 | loss: 0.0309577 | val_loss: 0.0313117 | Time: 1313.4 ms [2021-09-25 10:40:58 main:574] : INFO : Epoch 1786 | loss: 0.0309552 | val_loss: 0.031348 | Time: 1299.68 ms [2021-09-25 10:40:59 main:574] : INFO : Epoch 1787 | loss: 0.030959 | val_loss: 0.0312957 | Time: 1271.86 ms [2021-09-25 10:41:00 main:574] : INFO : Epoch 1788 | loss: 0.0309593 | val_loss: 0.031328 | Time: 1290.59 ms [2021-09-25 10:41:02 main:574] : INFO : Epoch 1789 | loss: 0.0309618 | val_loss: 0.0313004 | Time: 1326.82 ms [2021-09-25 10:41:03 main:574] : INFO : Epoch 1790 | loss: 0.0309574 | val_loss: 0.0313192 | Time: 1267.75 ms [2021-09-25 10:41:05 main:574] : INFO : Epoch 1791 | loss: 0.0309545 | val_loss: 0.0313024 | Time: 1295.48 ms [2021-09-25 10:41:06 main:574] : INFO : Epoch 1792 | loss: 0.0309555 | val_loss: 0.0313109 | Time: 1345.76 ms [2021-09-25 10:41:07 main:574] : INFO : Epoch 1793 | loss: 0.0309495 | val_loss: 0.0313203 | Time: 1308.89 ms [2021-09-25 10:41:09 main:574] : INFO : Epoch 1794 | loss: 0.0309578 | val_loss: 0.0313037 | Time: 1292.86 ms [2021-09-25 10:41:10 main:574] : INFO : Epoch 1795 | loss: 0.0309752 | val_loss: 0.0313032 | Time: 1309.69 ms [2021-09-25 10:41:12 main:574] : INFO : Epoch 1796 | loss: 0.0309753 | val_loss: 0.0312699 | Time: 1282.74 ms [2021-09-25 10:41:13 main:574] : INFO : Epoch 1797 | loss: 0.0309711 | val_loss: 0.0313274 | Time: 1275.41 ms [2021-09-25 10:41:14 main:574] : INFO : Epoch 1798 | loss: 0.0309663 | val_loss: 0.0313231 | Time: 1316.5 ms [2021-09-25 10:41:16 main:574] : INFO : Epoch 1799 | loss: 0.0309647 | val_loss: 0.0313363 | Time: 1285.9 ms [2021-09-25 10:41:17 main:574] : INFO : Epoch 1800 | loss: 0.0309602 | val_loss: 0.0313145 | Time: 1275.73 ms [2021-09-25 10:41:18 main:574] : INFO : Epoch 1801 | loss: 0.0309611 | val_loss: 0.0313001 | Time: 1303.51 ms [2021-09-25 10:41:20 main:574] : INFO : Epoch 1802 | loss: 0.0309519 | val_loss: 0.0313021 | Time: 1281.77 ms [2021-09-25 10:41:21 main:574] : INFO : Epoch 1803 | loss: 0.0309621 | val_loss: 0.0313009 | Time: 1269.1 ms [2021-09-25 10:41:22 main:574] : INFO : Epoch 1804 | loss: 0.0309638 | val_loss: 0.0313022 | Time: 1325.59 ms [2021-09-25 10:41:24 main:574] : INFO : Epoch 1805 | loss: 0.0309603 | val_loss: 0.0313327 | Time: 1284.4 ms [2021-09-25 10:41:25 main:574] : INFO : Epoch 1806 | loss: 0.0309507 | val_loss: 0.0313394 | Time: 1277.79 ms [2021-09-25 10:41:27 main:574] : INFO : Epoch 1807 | loss: 0.0309582 | val_loss: 0.0312995 | Time: 1307.92 ms [2021-09-25 10:41:28 main:574] : INFO : Epoch 1808 | loss: 0.0309553 | val_loss: 0.031284 | Time: 1299.55 ms [2021-09-25 10:41:29 main:574] : INFO : Epoch 1809 | loss: 0.0309632 | val_loss: 0.0313111 | Time: 1264.51 ms [2021-09-25 10:41:31 main:574] : INFO : Epoch 1810 | loss: 0.0309647 | val_loss: 0.0313394 | Time: 1317.35 ms [2021-09-25 10:41:32 main:574] : INFO : Epoch 1811 | loss: 0.0309658 | val_loss: 0.0313044 | Time: 1289.1 ms [2021-09-25 10:41:33 main:574] : INFO : Epoch 1812 | loss: 0.0309649 | val_loss: 0.0313213 | Time: 1258.74 ms [2021-09-25 10:41:35 main:574] : INFO : Epoch 1813 | loss: 0.0309531 | val_loss: 0.0313321 | Time: 1301.71 ms [2021-09-25 10:41:36 main:574] : INFO : Epoch 1814 | loss: 0.0309622 | val_loss: 0.031287 | Time: 1291.11 ms [2021-09-25 10:41:37 main:574] : INFO : Epoch 1815 | loss: 0.0309595 | val_loss: 0.0312827 | Time: 1266.73 ms [2021-09-25 10:41:39 main:574] : INFO : Epoch 1816 | loss: 0.0309622 | val_loss: 0.0312866 | Time: 1283.45 ms [2021-09-25 10:41:40 main:574] : INFO : Epoch 1817 | loss: 0.0309549 | val_loss: 0.0312836 | Time: 1331.1 ms [2021-09-25 10:41:42 main:574] : INFO : Epoch 1818 | loss: 0.0309572 | val_loss: 0.0312938 | Time: 1284.01 ms [2021-09-25 10:41:43 main:574] : INFO : Epoch 1819 | loss: 0.0309664 | val_loss: 0.0313209 | Time: 1263.91 ms [2021-09-25 10:41:45 main:574] : INFO : Epoch 1820 | loss: 0.0309684 | val_loss: 0.0313034 | Time: 1310.21 ms [2021-09-25 10:41:46 main:574] : INFO : Epoch 1821 | loss: 0.0309612 | val_loss: 0.0313228 | Time: 1292.82 ms [2021-09-25 10:41:47 main:574] : INFO : Epoch 1822 | loss: 0.0309568 | val_loss: 0.0312938 | Time: 1278.22 ms [2021-09-25 10:41:49 main:574] : INFO : Epoch 1823 | loss: 0.0309544 | val_loss: 0.0313202 | Time: 1304.2 ms [2021-09-25 10:41:50 main:574] : INFO : Epoch 1824 | loss: 0.0309592 | val_loss: 0.0313433 | Time: 1294.79 ms [2021-09-25 10:41:51 main:574] : INFO : Epoch 1825 | loss: 0.0309615 | val_loss: 0.0312683 | Time: 1270.71 ms [2021-09-25 10:41:53 main:574] : INFO : Epoch 1826 | loss: 0.0309621 | val_loss: 0.0313577 | Time: 1313.15 ms [2021-09-25 10:41:54 main:574] : INFO : Epoch 1827 | loss: 0.0309589 | val_loss: 0.0313146 | Time: 1276.4 ms [2021-09-25 10:41:55 main:574] : INFO : Epoch 1828 | loss: 0.0309543 | val_loss: 0.0312939 | Time: 1271.41 ms [2021-09-25 10:41:57 main:574] : INFO : Epoch 1829 | loss: 0.0309598 | val_loss: 0.031297 | Time: 1309.46 ms [2021-09-25 10:41:58 main:574] : INFO : Epoch 1830 | loss: 0.0309566 | val_loss: 0.0313432 | Time: 1307.62 ms [2021-09-25 10:41:59 main:574] : INFO : Epoch 1831 | loss: 0.0309541 | val_loss: 0.0313387 | Time: 1282.79 ms [2021-09-25 10:42:01 main:574] : INFO : Epoch 1832 | loss: 0.0309713 | val_loss: 0.0312332 | Time: 1305.08 ms [2021-09-25 10:42:02 main:574] : INFO : Epoch 1833 | loss: 0.0309667 | val_loss: 0.0313105 | Time: 1298.38 ms [2021-09-25 10:42:04 main:574] : INFO : Epoch 1834 | loss: 0.0309591 | val_loss: 0.0312565 | Time: 1289 ms [2021-09-25 10:42:05 main:574] : INFO : Epoch 1835 | loss: 0.030963 | val_loss: 0.0313196 | Time: 1288.24 ms [2021-09-25 10:42:06 main:574] : INFO : Epoch 1836 | loss: 0.0309602 | val_loss: 0.0313068 | Time: 1302.42 ms [2021-09-25 10:42:08 main:574] : INFO : Epoch 1837 | loss: 0.0309556 | val_loss: 0.0313311 | Time: 1251.97 ms [2021-09-25 10:42:09 main:574] : INFO : Epoch 1838 | loss: 0.0309506 | val_loss: 0.0313312 | Time: 1285.43 ms [2021-09-25 10:42:11 main:574] : INFO : Epoch 1839 | loss: 0.0309548 | val_loss: 0.0313132 | Time: 1315.79 ms [2021-09-25 10:42:12 main:574] : INFO : Epoch 1840 | loss: 0.0309643 | val_loss: 0.0312995 | Time: 1266.36 ms [2021-09-25 10:42:13 main:574] : INFO : Epoch 1841 | loss: 0.0309638 | val_loss: 0.0313198 | Time: 1274.02 ms [2021-09-25 10:42:15 main:574] : INFO : Epoch 1842 | loss: 0.0309567 | val_loss: 0.0313259 | Time: 1315.18 ms [2021-09-25 10:42:16 main:574] : INFO : Epoch 1843 | loss: 0.0309561 | val_loss: 0.0312988 | Time: 1327.09 ms [2021-09-25 10:42:17 main:574] : INFO : Epoch 1844 | loss: 0.0309584 | val_loss: 0.0312818 | Time: 1289.07 ms [2021-09-25 10:42:19 main:574] : INFO : Epoch 1845 | loss: 0.0309741 | val_loss: 0.031316 | Time: 1297.6 ms [2021-09-25 10:42:20 main:574] : INFO : Epoch 1846 | loss: 0.0309733 | val_loss: 0.031317 | Time: 1280.44 ms [2021-09-25 10:42:21 main:574] : INFO : Epoch 1847 | loss: 0.0309638 | val_loss: 0.0312952 | Time: 1274.1 ms [2021-09-25 10:42:23 main:574] : INFO : Epoch 1848 | loss: 0.0309578 | val_loss: 0.0313037 | Time: 1307.8 ms [2021-09-25 10:42:24 main:574] : INFO : Epoch 1849 | loss: 0.0309592 | val_loss: 0.031319 | Time: 1269.88 ms [2021-09-25 10:42:25 main:574] : INFO : Epoch 1850 | loss: 0.0309631 | val_loss: 0.0313163 | Time: 1274.62 ms [2021-09-25 10:42:27 main:574] : INFO : Epoch 1851 | loss: 0.030966 | val_loss: 0.0312973 | Time: 1317.93 ms [2021-09-25 10:42:28 main:574] : INFO : Epoch 1852 | loss: 0.0309652 | val_loss: 0.0313005 | Time: 1311.3 ms [2021-09-25 10:42:29 main:574] : INFO : Epoch 1853 | loss: 0.0309514 | val_loss: 0.0313333 | Time: 1265.65 ms [2021-09-25 10:42:31 main:574] : INFO : Epoch 1854 | loss: 0.0309537 | val_loss: 0.0313005 | Time: 1315.5 ms [2021-09-25 10:42:32 main:574] : INFO : Epoch 1855 | loss: 0.0309464 | val_loss: 0.0313093 | Time: 1270.24 ms [2021-09-25 10:42:33 main:574] : INFO : Epoch 1856 | loss: 0.0309546 | val_loss: 0.0312747 | Time: 1288.36 ms [2021-09-25 10:42:35 main:574] : INFO : Epoch 1857 | loss: 0.0309651 | val_loss: 0.0313078 | Time: 1298.98 ms [2021-09-25 10:42:36 main:574] : INFO : Epoch 1858 | loss: 0.0309592 | val_loss: 0.031316 | Time: 1271.22 ms [2021-09-25 10:42:37 main:574] : INFO : Epoch 1859 | loss: 0.0309669 | val_loss: 0.03131 | Time: 1270.82 ms [2021-09-25 10:42:39 main:574] : INFO : Epoch 1860 | loss: 0.0309602 | val_loss: 0.0313079 | Time: 1310.67 ms [2021-09-25 10:42:40 main:574] : INFO : Epoch 1861 | loss: 0.0309628 | val_loss: 0.031314 | Time: 1293.3 ms [2021-09-25 10:42:42 main:574] : INFO : Epoch 1862 | loss: 0.03097 | val_loss: 0.031306 | Time: 1267.49 ms [2021-09-25 10:42:43 main:574] : INFO : Epoch 1863 | loss: 0.0309645 | val_loss: 0.0313183 | Time: 1293.32 ms [2021-09-25 10:42:44 main:574] : INFO : Epoch 1864 | loss: 0.0309704 | val_loss: 0.0312944 | Time: 1290.69 ms [2021-09-25 10:42:46 main:574] : INFO : Epoch 1865 | loss: 0.0309617 | val_loss: 0.0313097 | Time: 1258.29 ms [2021-09-25 10:42:47 main:574] : INFO : Epoch 1866 | loss: 0.030971 | val_loss: 0.0313149 | Time: 1301.22 ms [2021-09-25 10:42:48 main:574] : INFO : Epoch 1867 | loss: 0.0309619 | val_loss: 0.031286 | Time: 1268.47 ms [2021-09-25 10:42:50 main:574] : INFO : Epoch 1868 | loss: 0.0309559 | val_loss: 0.0313028 | Time: 1257.71 ms [2021-09-25 10:42:51 main:574] : INFO : Epoch 1869 | loss: 0.0309503 | val_loss: 0.0312972 | Time: 1308.84 ms [2021-09-25 10:42:52 main:574] : INFO : Epoch 1870 | loss: 0.0309574 | val_loss: 0.0313391 | Time: 1277.29 ms [2021-09-25 10:42:54 main:574] : INFO : Epoch 1871 | loss: 0.0309755 | val_loss: 0.0312545 | Time: 1246.66 ms [2021-09-25 10:42:55 main:574] : INFO : Epoch 1872 | loss: 0.0309765 | val_loss: 0.031316 | Time: 1306.22 ms [2021-09-25 10:42:56 main:574] : INFO : Epoch 1873 | loss: 0.0309676 | val_loss: 0.0313115 | Time: 1271.69 ms [2021-09-25 10:42:58 main:574] : INFO : Epoch 1874 | loss: 0.030958 | val_loss: 0.0312898 | Time: 1258.32 ms [2021-09-25 10:42:59 main:574] : INFO : Epoch 1875 | loss: 0.0309525 | val_loss: 0.0313542 | Time: 1311.71 ms [2021-09-25 10:43:01 main:574] : INFO : Epoch 1876 | loss: 0.0309512 | val_loss: 0.0313257 | Time: 1291.3 ms [2021-09-25 10:43:02 main:574] : INFO : Epoch 1877 | loss: 0.0309654 | val_loss: 0.0313045 | Time: 1255.56 ms [2021-09-25 10:43:03 main:574] : INFO : Epoch 1878 | loss: 0.0309636 | val_loss: 0.0313388 | Time: 1304.84 ms [2021-09-25 10:43:05 main:574] : INFO : Epoch 1879 | loss: 0.0309535 | val_loss: 0.0313086 | Time: 1280.15 ms [2021-09-25 10:43:06 main:574] : INFO : Epoch 1880 | loss: 0.03096 | val_loss: 0.0313259 | Time: 1269.92 ms [2021-09-25 10:43:07 main:574] : INFO : Epoch 1881 | loss: 0.030957 | val_loss: 0.0313474 | Time: 1297.14 ms [2021-09-25 10:43:09 main:574] : INFO : Epoch 1882 | loss: 0.0309613 | val_loss: 0.0313135 | Time: 1275.58 ms [2021-09-25 10:43:10 main:574] : INFO : Epoch 1883 | loss: 0.0309512 | val_loss: 0.0313189 | Time: 1244.99 ms [2021-09-25 10:43:11 main:574] : INFO : Epoch 1884 | loss: 0.0309612 | val_loss: 0.0312932 | Time: 1315.2 ms [2021-09-25 10:43:13 main:574] : INFO : Epoch 1885 | loss: 0.0309755 | val_loss: 0.03127 | Time: 1277.86 ms [2021-09-25 10:43:14 main:574] : INFO : Epoch 1886 | loss: 0.030963 | val_loss: 0.031337 | Time: 1250.89 ms [2021-09-25 10:43:15 main:574] : INFO : Epoch 1887 | loss: 0.0309547 | val_loss: 0.0313368 | Time: 1295.18 ms [2021-09-25 10:43:17 main:574] : INFO : Epoch 1888 | loss: 0.0309524 | val_loss: 0.0312979 | Time: 1287.48 ms [2021-09-25 10:43:18 main:574] : INFO : Epoch 1889 | loss: 0.0309557 | val_loss: 0.0313252 | Time: 1263.22 ms [2021-09-25 10:43:20 main:574] : INFO : Epoch 1890 | loss: 0.0309568 | val_loss: 0.0312901 | Time: 1314.29 ms [2021-09-25 10:43:21 main:574] : INFO : Epoch 1891 | loss: 0.030974 | val_loss: 0.0313208 | Time: 1305.92 ms [2021-09-25 10:43:22 main:574] : INFO : Epoch 1892 | loss: 0.0309616 | val_loss: 0.0313162 | Time: 1256.74 ms [2021-09-25 10:43:24 main:574] : INFO : Epoch 1893 | loss: 0.030955 | val_loss: 0.031342 | Time: 1306.6 ms [2021-09-25 10:43:25 main:574] : INFO : Epoch 1894 | loss: 0.0309577 | val_loss: 0.0313126 | Time: 1297.69 ms [2021-09-25 10:43:26 main:574] : INFO : Epoch 1895 | loss: 0.0309642 | val_loss: 0.0312755 | Time: 1259.28 ms [2021-09-25 10:43:28 main:574] : INFO : Epoch 1896 | loss: 0.0309651 | val_loss: 0.0313299 | Time: 1294.09 ms [2021-09-25 10:43:29 main:574] : INFO : Epoch 1897 | loss: 0.030956 | val_loss: 0.0313294 | Time: 1303.45 ms [2021-09-25 10:43:30 main:574] : INFO : Epoch 1898 | loss: 0.0309588 | val_loss: 0.031315 | Time: 1260.76 ms [2021-09-25 10:43:32 main:574] : INFO : Epoch 1899 | loss: 0.0309609 | val_loss: 0.0313133 | Time: 1296.87 ms [2021-09-25 10:43:33 main:574] : INFO : Epoch 1900 | loss: 0.0309599 | val_loss: 0.0312866 | Time: 1283.87 ms [2021-09-25 10:43:34 main:574] : INFO : Epoch 1901 | loss: 0.0309591 | val_loss: 0.0313063 | Time: 1266.15 ms [2021-09-25 10:43:36 main:574] : INFO : Epoch 1902 | loss: 0.0309575 | val_loss: 0.0313412 | Time: 1291.18 ms [2021-09-25 10:43:37 main:574] : INFO : Epoch 1903 | loss: 0.0309587 | val_loss: 0.0312847 | Time: 1311.65 ms [2021-09-25 10:43:39 main:574] : INFO : Epoch 1904 | loss: 0.0309737 | val_loss: 0.0313155 | Time: 1274.56 ms [2021-09-25 10:43:40 main:574] : INFO : Epoch 1905 | loss: 0.0309685 | val_loss: 0.0313249 | Time: 1298.6 ms [2021-09-25 10:43:41 main:574] : INFO : Epoch 1906 | loss: 0.030955 | val_loss: 0.0312972 | Time: 1313.35 ms [2021-09-25 10:43:43 main:574] : INFO : Epoch 1907 | loss: 0.0309699 | val_loss: 0.0313038 | Time: 1321.96 ms [2021-09-25 10:43:44 main:574] : INFO : Epoch 1908 | loss: 0.0309708 | val_loss: 0.0312949 | Time: 1282.52 ms [2021-09-25 10:43:45 main:574] : INFO : Epoch 1909 | loss: 0.0309667 | val_loss: 0.0312891 | Time: 1331.93 ms [2021-09-25 10:43:47 main:574] : INFO : Epoch 1910 | loss: 0.030965 | val_loss: 0.0313261 | Time: 1287.38 ms [2021-09-25 10:43:48 main:574] : INFO : Epoch 1911 | loss: 0.0309595 | val_loss: 0.0313214 | Time: 1279.79 ms [2021-09-25 10:43:50 main:574] : INFO : Epoch 1912 | loss: 0.0309606 | val_loss: 0.0313095 | Time: 1319.92 ms [2021-09-25 10:43:51 main:574] : INFO : Epoch 1913 | loss: 0.0309633 | val_loss: 0.0313003 | Time: 1269.03 ms [2021-09-25 10:43:52 main:574] : INFO : Epoch 1914 | loss: 0.03096 | val_loss: 0.0313201 | Time: 1277.45 ms [2021-09-25 10:43:54 main:574] : INFO : Epoch 1915 | loss: 0.0309569 | val_loss: 0.0313319 | Time: 1322.94 ms [2021-09-25 10:43:55 main:574] : INFO : Epoch 1916 | loss: 0.0309497 | val_loss: 0.0313021 | Time: 1287.74 ms [2021-09-25 10:43:56 main:574] : INFO : Epoch 1917 | loss: 0.0309486 | val_loss: 0.031296 | Time: 1270.79 ms [2021-09-25 10:43:58 main:574] : INFO : Epoch 1918 | loss: 0.0309584 | val_loss: 0.0313102 | Time: 1324.82 ms [2021-09-25 10:43:59 main:574] : INFO : Epoch 1919 | loss: 0.0309614 | val_loss: 0.0313015 | Time: 1295.57 ms [2021-09-25 10:44:00 main:574] : INFO : Epoch 1920 | loss: 0.0309573 | val_loss: 0.0313009 | Time: 1261.68 ms [2021-09-25 10:44:02 main:574] : INFO : Epoch 1921 | loss: 0.0309514 | val_loss: 0.0313377 | Time: 1315.33 ms [2021-09-25 10:44:03 main:574] : INFO : Epoch 1922 | loss: 0.0309548 | val_loss: 0.0313248 | Time: 1305.62 ms [2021-09-25 10:44:05 main:574] : INFO : Epoch 1923 | loss: 0.0309628 | val_loss: 0.0312869 | Time: 1241.88 ms [2021-09-25 10:44:06 main:574] : INFO : Epoch 1924 | loss: 0.0309629 | val_loss: 0.03131 | Time: 1302.83 ms [2021-09-25 10:44:07 main:574] : INFO : Epoch 1925 | loss: 0.0309656 | val_loss: 0.0312952 | Time: 1287.01 ms [2021-09-25 10:44:09 main:574] : INFO : Epoch 1926 | loss: 0.030955 | val_loss: 0.0313232 | Time: 1260.84 ms [2021-09-25 10:44:10 main:574] : INFO : Epoch 1927 | loss: 0.0309594 | val_loss: 0.0313028 | Time: 1294.44 ms [2021-09-25 10:44:11 main:574] : INFO : Epoch 1928 | loss: 0.0309515 | val_loss: 0.0313143 | Time: 1286.61 ms [2021-09-25 10:44:13 main:574] : INFO : Epoch 1929 | loss: 0.0309501 | val_loss: 0.0313076 | Time: 1250.23 ms [2021-09-25 10:44:14 main:574] : INFO : Epoch 1930 | loss: 0.0309514 | val_loss: 0.0313088 | Time: 1298.95 ms [2021-09-25 10:44:15 main:574] : INFO : Epoch 1931 | loss: 0.0309506 | val_loss: 0.0313209 | Time: 1281.03 ms [2021-09-25 10:44:17 main:574] : INFO : Epoch 1932 | loss: 0.0309576 | val_loss: 0.0313499 | Time: 1251.73 ms [2021-09-25 10:44:18 main:574] : INFO : Epoch 1933 | loss: 0.0309638 | val_loss: 0.0313181 | Time: 1296.22 ms [2021-09-25 10:44:20 main:574] : INFO : Epoch 1934 | loss: 0.0309666 | val_loss: 0.0312775 | Time: 1295.56 ms [2021-09-25 10:44:21 main:574] : INFO : Epoch 1935 | loss: 0.0309914 | val_loss: 0.0313514 | Time: 1248.95 ms [2021-09-25 10:44:22 main:574] : INFO : Epoch 1936 | loss: 0.0309679 | val_loss: 0.0313153 | Time: 1295.15 ms [2021-09-25 10:44:24 main:574] : INFO : Epoch 1937 | loss: 0.0309649 | val_loss: 0.0312934 | Time: 1282.09 ms [2021-09-25 10:44:25 main:574] : INFO : Epoch 1938 | loss: 0.0309549 | val_loss: 0.0313199 | Time: 1247.33 ms [2021-09-25 10:44:26 main:574] : INFO : Epoch 1939 | loss: 0.0309502 | val_loss: 0.0313305 | Time: 1287.4 ms [2021-09-25 10:44:28 main:574] : INFO : Epoch 1940 | loss: 0.0309511 | val_loss: 0.0313356 | Time: 1294.63 ms [2021-09-25 10:44:29 main:574] : INFO : Epoch 1941 | loss: 0.030966 | val_loss: 0.0313353 | Time: 1249.04 ms [2021-09-25 10:44:30 main:574] : INFO : Epoch 1942 | loss: 0.0309674 | val_loss: 0.0312905 | Time: 1283.57 ms [2021-09-25 10:44:32 main:574] : INFO : Epoch 1943 | loss: 0.0309602 | val_loss: 0.0313454 | Time: 1282.12 ms [2021-09-25 10:44:33 main:574] : INFO : Epoch 1944 | loss: 0.0309637 | val_loss: 0.0313235 | Time: 1262.73 ms [2021-09-25 10:44:34 main:574] : INFO : Epoch 1945 | loss: 0.0309584 | val_loss: 0.0312782 | Time: 1304.21 ms [2021-09-25 10:44:36 main:574] : INFO : Epoch 1946 | loss: 0.0309656 | val_loss: 0.0312843 | Time: 1307.18 ms [2021-09-25 10:44:37 main:574] : INFO : Epoch 1947 | loss: 0.0309565 | val_loss: 0.0313079 | Time: 1256.42 ms [2021-09-25 10:44:38 main:574] : INFO : Epoch 1948 | loss: 0.0309587 | val_loss: 0.0313286 | Time: 1285.47 ms [2021-09-25 10:44:40 main:574] : INFO : Epoch 1949 | loss: 0.0309616 | val_loss: 0.0313114 | Time: 1293.97 ms [2021-09-25 10:44:41 main:574] : INFO : Epoch 1950 | loss: 0.0309661 | val_loss: 0.0312782 | Time: 1246.05 ms [2021-09-25 10:44:42 main:574] : INFO : Epoch 1951 | loss: 0.0309751 | val_loss: 0.0313422 | Time: 1283.9 ms [2021-09-25 10:44:44 main:574] : INFO : Epoch 1952 | loss: 0.0309654 | val_loss: 0.0312916 | Time: 1291.37 ms [2021-09-25 10:44:45 main:574] : INFO : Epoch 1953 | loss: 0.0309607 | val_loss: 0.0312931 | Time: 1256.69 ms [2021-09-25 10:44:46 main:574] : INFO : Epoch 1954 | loss: 0.0309634 | val_loss: 0.0313158 | Time: 1280.98 ms [2021-09-25 10:44:48 main:574] : INFO : Epoch 1955 | loss: 0.0309596 | val_loss: 0.0312967 | Time: 1284.14 ms [2021-09-25 10:44:49 main:574] : INFO : Epoch 1956 | loss: 0.0309545 | val_loss: 0.0313027 | Time: 1252.21 ms [2021-09-25 10:44:51 main:574] : INFO : Epoch 1957 | loss: 0.0309638 | val_loss: 0.0313249 | Time: 1300.26 ms [2021-09-25 10:44:52 main:574] : INFO : Epoch 1958 | loss: 0.0309644 | val_loss: 0.0312816 | Time: 1299.09 ms [2021-09-25 10:44:53 main:574] : INFO : Epoch 1959 | loss: 0.0309597 | val_loss: 0.0313343 | Time: 1246.87 ms [2021-09-25 10:44:55 main:574] : INFO : Epoch 1960 | loss: 0.0309513 | val_loss: 0.0313274 | Time: 1289.34 ms [2021-09-25 10:44:56 main:574] : INFO : Epoch 1961 | loss: 0.0309535 | val_loss: 0.0313192 | Time: 1296.41 ms [2021-09-25 10:44:57 main:574] : INFO : Epoch 1962 | loss: 0.0309525 | val_loss: 0.0313267 | Time: 1250.3 ms [2021-09-25 10:44:59 main:574] : INFO : Epoch 1963 | loss: 0.0309663 | val_loss: 0.0312665 | Time: 1297.93 ms [2021-09-25 10:45:00 main:574] : INFO : Epoch 1964 | loss: 0.0309627 | val_loss: 0.0313312 | Time: 1302.95 ms [2021-09-25 10:45:01 main:574] : INFO : Epoch 1965 | loss: 0.0309636 | val_loss: 0.0313072 | Time: 1252.8 ms [2021-09-25 10:45:03 main:574] : INFO : Epoch 1966 | loss: 0.0309586 | val_loss: 0.0312894 | Time: 1287.43 ms [2021-09-25 10:45:04 main:574] : INFO : Epoch 1967 | loss: 0.0309639 | val_loss: 0.0313565 | Time: 1287.45 ms [2021-09-25 10:45:05 main:574] : INFO : Epoch 1968 | loss: 0.0309546 | val_loss: 0.0313118 | Time: 1249.43 ms [2021-09-25 10:45:07 main:574] : INFO : Epoch 1969 | loss: 0.0309638 | val_loss: 0.031268 | Time: 1278.92 ms [2021-09-25 10:45:08 main:574] : INFO : Epoch 1970 | loss: 0.0309682 | val_loss: 0.0312904 | Time: 1296.13 ms [2021-09-25 10:45:09 main:574] : INFO : Epoch 1971 | loss: 0.0309596 | val_loss: 0.0312958 | Time: 1250.82 ms [2021-09-25 10:45:11 main:574] : INFO : Epoch 1972 | loss: 0.0309511 | val_loss: 0.0313064 | Time: 1292.91 ms [2021-09-25 10:45:12 main:574] : INFO : Epoch 1973 | loss: 0.0309568 | val_loss: 0.0313131 | Time: 1280.73 ms [2021-09-25 10:45:13 main:574] : INFO : Epoch 1974 | loss: 0.0309569 | val_loss: 0.0313041 | Time: 1238.74 ms [2021-09-25 10:45:15 main:574] : INFO : Epoch 1975 | loss: 0.030965 | val_loss: 0.0313088 | Time: 1297.82 ms [2021-09-25 10:45:16 main:574] : INFO : Epoch 1976 | loss: 0.030965 | val_loss: 0.0313016 | Time: 1304.48 ms [2021-09-25 10:45:17 main:574] : INFO : Epoch 1977 | loss: 0.0309606 | val_loss: 0.0313115 | Time: 1247.53 ms [2021-09-25 10:45:19 main:574] : INFO : Epoch 1978 | loss: 0.0309622 | val_loss: 0.0313268 | Time: 1317.26 ms [2021-09-25 10:45:20 main:574] : INFO : Epoch 1979 | loss: 0.0309574 | val_loss: 0.0313165 | Time: 1294.49 ms [2021-09-25 10:45:21 main:574] : INFO : Epoch 1980 | loss: 0.030963 | val_loss: 0.0313149 | Time: 1259.23 ms [2021-09-25 10:45:23 main:574] : INFO : Epoch 1981 | loss: 0.0309554 | val_loss: 0.0313331 | Time: 1318.85 ms [2021-09-25 10:45:24 main:574] : INFO : Epoch 1982 | loss: 0.0309595 | val_loss: 0.031299 | Time: 1291.4 ms [2021-09-25 10:45:25 main:574] : INFO : Epoch 1983 | loss: 0.0309532 | val_loss: 0.0313256 | Time: 1252.86 ms [2021-09-25 10:45:27 main:574] : INFO : Epoch 1984 | loss: 0.0309494 | val_loss: 0.0313008 | Time: 1293.66 ms [2021-09-25 10:45:29 main:574] : INFO : Epoch 1985 | loss: 0.0309512 | val_loss: 0.031332 | Time: 1302.61 ms [2021-09-25 10:45:30 main:574] : INFO : Epoch 1986 | loss: 0.0309597 | val_loss: 0.0313118 | Time: 1296.08 ms [2021-09-25 10:45:31 main:574] : INFO : Epoch 1987 | loss: 0.0309766 | val_loss: 0.0312915 | Time: 1257.25 ms [2021-09-25 10:45:33 main:574] : INFO : Epoch 1988 | loss: 0.0309734 | val_loss: 0.0313339 | Time: 1297 ms [2021-09-25 10:45:34 main:574] : INFO : Epoch 1989 | loss: 0.0309684 | val_loss: 0.0312961 | Time: 1291.41 ms [2021-09-25 10:45:36 main:574] : INFO : Epoch 1990 | loss: 0.030956 | val_loss: 0.0313226 | Time: 1257.31 ms [2021-09-25 10:45:37 main:574] : INFO : Epoch 1991 | loss: 0.030951 | val_loss: 0.0312746 | Time: 1284.65 ms [2021-09-25 10:45:38 main:574] : INFO : Epoch 1992 | loss: 0.030959 | val_loss: 0.0313142 | Time: 1305.38 ms [2021-09-25 10:45:40 main:574] : INFO : Epoch 1993 | loss: 0.0309625 | val_loss: 0.0313045 | Time: 1259.89 ms [2021-09-25 10:45:41 main:574] : INFO : Epoch 1994 | loss: 0.0309594 | val_loss: 0.0313156 | Time: 1301.35 ms [2021-09-25 10:45:42 main:574] : INFO : Epoch 1995 | loss: 0.0309563 | val_loss: 0.0313261 | Time: 1287.92 ms [2021-09-25 10:45:44 main:574] : INFO : Epoch 1996 | loss: 0.0309521 | val_loss: 0.0312851 | Time: 1254.6 ms [2021-09-25 10:45:45 main:574] : INFO : Epoch 1997 | loss: 0.030961 | val_loss: 0.0313209 | Time: 1288.77 ms [2021-09-25 10:45:46 main:574] : INFO : Epoch 1998 | loss: 0.0309505 | val_loss: 0.0313124 | Time: 1308.78 ms [2021-09-25 10:45:48 main:574] : INFO : Epoch 1999 | loss: 0.030955 | val_loss: 0.0313019 | Time: 1249.63 ms [2021-09-25 10:45:49 main:574] : INFO : Epoch 2000 | loss: 0.0309634 | val_loss: 0.0313112 | Time: 1289.69 ms [2021-09-25 10:45:50 main:574] : INFO : Epoch 2001 | loss: 0.0309657 | val_loss: 0.0313151 | Time: 1315.7 ms [2021-09-25 10:45:52 main:574] : INFO : Epoch 2002 | loss: 0.0309605 | val_loss: 0.0312872 | Time: 1255.08 ms [2021-09-25 10:45:53 main:574] : INFO : Epoch 2003 | loss: 0.0309594 | val_loss: 0.031334 | Time: 1283.3 ms [2021-09-25 10:45:55 main:574] : INFO : Epoch 2004 | loss: 0.0309555 | val_loss: 0.0313129 | Time: 1307.28 ms [2021-09-25 10:45:58 main:574] : INFO : Epoch 2005 | loss: 0.0309613 | val_loss: 0.0313206 | Time: 1286.04 ms [2021-09-25 10:45:59 main:574] : INFO : Epoch 2006 | loss: 0.0309577 | val_loss: 0.0313163 | Time: 1325.45 ms [2021-09-25 10:46:01 main:574] : INFO : Epoch 2007 | loss: 0.0309519 | val_loss: 0.0313235 | Time: 1253.62 ms [2021-09-25 10:46:04 main:574] : INFO : Epoch 2008 | loss: 0.0309542 | val_loss: 0.0312698 | Time: 1263.27 ms [2021-09-25 10:46:05 main:574] : INFO : Epoch 2009 | loss: 0.0309689 | val_loss: 0.0313291 | Time: 1333.56 ms [2021-09-25 10:46:06 main:574] : INFO : Epoch 2010 | loss: 0.0309734 | val_loss: 0.0313029 | Time: 1292.08 ms [2021-09-25 10:46:08 main:574] : INFO : Epoch 2011 | loss: 0.0309628 | val_loss: 0.0313102 | Time: 1263.91 ms [2021-09-25 10:46:11 main:574] : INFO : Epoch 2012 | loss: 0.0309667 | val_loss: 0.0313353 | Time: 1333.51 ms [2021-09-25 10:46:12 main:574] : INFO : Epoch 2013 | loss: 0.0309574 | val_loss: 0.0312966 | Time: 1264.12 ms [2021-09-25 10:46:14 main:574] : INFO : Epoch 2014 | loss: 0.0309608 | val_loss: 0.0312765 | Time: 1311.8 ms [2021-09-25 10:46:16 main:574] : INFO : Epoch 2015 | loss: 0.0309616 | val_loss: 0.0313406 | Time: 1254.24 ms [2021-09-25 10:46:17 main:574] : INFO : Epoch 2016 | loss: 0.0309657 | val_loss: 0.0312965 | Time: 1302.43 ms [2021-09-25 10:46:18 main:574] : INFO : Epoch 2017 | loss: 0.030963 | val_loss: 0.0313318 | Time: 1291.07 ms [2021-09-25 10:46:20 main:574] : INFO : Epoch 2018 | loss: 0.0309628 | val_loss: 0.0312694 | Time: 1240.03 ms [2021-09-25 10:46:21 main:574] : INFO : Epoch 2019 | loss: 0.0309691 | val_loss: 0.0312983 | Time: 1300.28 ms [2021-09-25 10:46:22 main:574] : INFO : Epoch 2020 | loss: 0.0309627 | val_loss: 0.031348 | Time: 1277.11 ms [2021-09-25 10:46:24 main:574] : INFO : Epoch 2021 | loss: 0.0309638 | val_loss: 0.0312898 | Time: 1261.01 ms [2021-09-25 10:46:25 main:574] : INFO : Epoch 2022 | loss: 0.0309531 | val_loss: 0.031285 | Time: 1305.9 ms [2021-09-25 10:46:26 main:574] : INFO : Epoch 2023 | loss: 0.030958 | val_loss: 0.0313503 | Time: 1281.52 ms [2021-09-25 10:46:28 main:574] : INFO : Epoch 2024 | loss: 0.0309909 | val_loss: 0.0313307 | Time: 1245.98 ms [2021-09-25 10:46:29 main:574] : INFO : Epoch 2025 | loss: 0.0309827 | val_loss: 0.0313416 | Time: 1299.91 ms [2021-09-25 10:46:31 main:574] : INFO : Epoch 2026 | loss: 0.0309695 | val_loss: 0.0313183 | Time: 1293.5 ms [2021-09-25 10:46:32 main:574] : INFO : Epoch 2027 | loss: 0.030963 | val_loss: 0.0312718 | Time: 1252.49 ms [2021-09-25 10:46:33 main:574] : INFO : Epoch 2028 | loss: 0.0309648 | val_loss: 0.0313228 | Time: 1291.78 ms [2021-09-25 10:46:35 main:574] : INFO : Epoch 2029 | loss: 0.0309525 | val_loss: 0.0313315 | Time: 1319.1 ms [2021-09-25 10:46:36 main:574] : INFO : Epoch 2030 | loss: 0.0309606 | val_loss: 0.0313265 | Time: 1242.86 ms [2021-09-25 10:46:37 main:574] : INFO : Epoch 2031 | loss: 0.0309578 | val_loss: 0.0313112 | Time: 1285.8 ms [2021-09-25 10:46:39 main:574] : INFO : Epoch 2032 | loss: 0.0309611 | val_loss: 0.0313571 | Time: 1298.38 ms [2021-09-25 10:46:40 main:574] : INFO : Epoch 2033 | loss: 0.0309522 | val_loss: 0.0313208 | Time: 1244.93 ms [2021-09-25 10:46:41 main:574] : INFO : Epoch 2034 | loss: 0.0309458 | val_loss: 0.031331 | Time: 1302.57 ms [2021-09-25 10:46:43 main:574] : INFO : Epoch 2035 | loss: 0.0309531 | val_loss: 0.0313298 | Time: 1299.58 ms [2021-09-25 10:46:44 main:574] : INFO : Epoch 2036 | loss: 0.0309564 | val_loss: 0.0313154 | Time: 1258.05 ms [2021-09-25 10:46:46 main:574] : INFO : Epoch 2037 | loss: 0.0309689 | val_loss: 0.0312965 | Time: 1285.93 ms [2021-09-25 10:46:47 main:574] : INFO : Epoch 2038 | loss: 0.0309602 | val_loss: 0.0313128 | Time: 1299.31 ms [2021-09-25 10:46:48 main:574] : INFO : Epoch 2039 | loss: 0.0309559 | val_loss: 0.0313346 | Time: 1249.88 ms [2021-09-25 10:46:50 main:574] : INFO : Epoch 2040 | loss: 0.030957 | val_loss: 0.0313212 | Time: 1291.14 ms [2021-09-25 10:46:51 main:574] : INFO : Epoch 2041 | loss: 0.0309635 | val_loss: 0.0312876 | Time: 1348.27 ms [2021-09-25 10:46:52 main:574] : INFO : Epoch 2042 | loss: 0.030963 | val_loss: 0.0313056 | Time: 1306.06 ms [2021-09-25 10:46:54 main:574] : INFO : Epoch 2043 | loss: 0.0309542 | val_loss: 0.0312818 | Time: 1282.72 ms [2021-09-25 10:46:55 main:574] : INFO : Epoch 2044 | loss: 0.0309655 | val_loss: 0.0312796 | Time: 1333 ms [2021-09-25 10:46:57 main:574] : INFO : Epoch 2045 | loss: 0.0309808 | val_loss: 0.0312939 | Time: 1282.06 ms [2021-09-25 10:46:58 main:574] : INFO : Epoch 2046 | loss: 0.030969 | val_loss: 0.031323 | Time: 1275.61 ms [2021-09-25 10:46:59 main:574] : INFO : Epoch 2047 | loss: 0.0309652 | val_loss: 0.0313086 | Time: 1325.19 ms [2021-09-25 10:47:01 main:574] : INFO : Epoch 2048 | loss: 0.0309645 | val_loss: 0.0312936 | Time: 1287.04 ms [2021-09-25 10:47:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312936 [2021-09-25 10:47:01 main:603] : INFO : Saving end state to config to file [2021-09-25 10:47:01 main:608] : INFO : Success, exiting.. 10:47:01 (18916): 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)