Task 14552704
| Name | ParityModified-1647045649-21855-3-0_0 |
| Workunit | 11576446 |
| Created | 9 Apr 2022, 9:12:52 UTC |
| Sent | 10 Apr 2022, 20:36:42 UTC |
| Report deadline | 18 Apr 2022, 20:36:42 UTC |
| Received | 11 Apr 2022, 6:47:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 19 sec |
| CPU time | 42 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312494 | val_loss: 0.0312538 | Time: 1544.2 ms
[2022-04-11 06:40:29 main:574] : INFO : Epoch 1543 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1380.33 ms
[2022-04-11 06:40:31 main:574] : INFO : Epoch 1544 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1539.32 ms
[2022-04-11 06:40:32 main:574] : INFO : Epoch 1545 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1519.78 ms
[2022-04-11 06:40:34 main:574] : INFO : Epoch 1546 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1534.27 ms
[2022-04-11 06:40:35 main:574] : INFO : Epoch 1547 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1527.35 ms
[2022-04-11 06:40:37 main:574] : INFO : Epoch 1548 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1513.67 ms
[2022-04-11 06:40:38 main:574] : INFO : Epoch 1549 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1505.43 ms
[2022-04-11 06:40:40 main:574] : INFO : Epoch 1550 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1382.08 ms
[2022-04-11 06:40:41 main:574] : INFO : Epoch 1551 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1495.63 ms
[2022-04-11 06:40:43 main:574] : INFO : Epoch 1552 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1488.31 ms
[2022-04-11 06:40:44 main:574] : INFO : Epoch 1553 | loss: 0.0312501 | val_loss: 0.0312577 | Time: 1481.72 ms
[2022-04-11 06:40:46 main:574] : INFO : Epoch 1554 | loss: 0.0312515 | val_loss: 0.0312537 | Time: 1485.74 ms
[2022-04-11 06:40:47 main:574] : INFO : Epoch 1555 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 1487.12 ms
[2022-04-11 06:40:49 main:574] : INFO : Epoch 1556 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1463.72 ms
[2022-04-11 06:40:50 main:574] : INFO : Epoch 1557 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1578.09 ms
[2022-04-11 06:40:52 main:574] : INFO : Epoch 1558 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1465.87 ms
[2022-04-11 06:40:53 main:574] : INFO : Epoch 1559 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1432.66 ms
[2022-04-11 06:40:55 main:574] : INFO : Epoch 1560 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1498.52 ms
[2022-04-11 06:40:56 main:574] : INFO : Epoch 1561 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1448.56 ms
[2022-04-11 06:40:57 main:574] : INFO : Epoch 1562 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1367.92 ms
[2022-04-11 06:40:59 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 1430.54 ms
[2022-04-11 06:41:00 main:574] : INFO : Epoch 1564 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1438.38 ms
[2022-04-11 06:41:02 main:574] : INFO : Epoch 1565 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1510.63 ms
[2022-04-11 06:41:03 main:574] : INFO : Epoch 1566 | loss: 0.0312496 | val_loss: 0.0312531 | Time: 1361.34 ms
[2022-04-11 06:41:05 main:574] : INFO : Epoch 1567 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1493.73 ms
[2022-04-11 06:41:06 main:574] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1505.71 ms
[2022-04-11 06:41:08 main:574] : INFO : Epoch 1569 | loss: 0.0312498 | val_loss: 0.031253 | Time: 1372.01 ms
[2022-04-11 06:41:09 main:574] : INFO : Epoch 1570 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1485.16 ms
[2022-04-11 06:41:11 main:574] : INFO : Epoch 1571 | loss: 0.0312501 | val_loss: 0.031252 | Time: 1491.22 ms
[2022-04-11 06:41:12 main:574] : INFO : Epoch 1572 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1491.04 ms
[2022-04-11 06:41:14 main:574] : INFO : Epoch 1573 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1542.89 ms
[2022-04-11 06:41:15 main:574] : INFO : Epoch 1574 | loss: 0.0312498 | val_loss: 0.0312561 | Time: 1484.62 ms
[2022-04-11 06:41:17 main:574] : INFO : Epoch 1575 | loss: 0.0312518 | val_loss: 0.031254 | Time: 1353.89 ms
[2022-04-11 06:41:18 main:574] : INFO : Epoch 1576 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1380.52 ms
[2022-04-11 06:41:20 main:574] : INFO : Epoch 1577 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1499.75 ms
[2022-04-11 06:41:21 main:574] : INFO : Epoch 1578 | loss: 0.0312492 | val_loss: 0.0312533 | Time: 1395.21 ms
[2022-04-11 06:41:22 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1350.98 ms
[2022-04-11 06:41:24 main:574] : INFO : Epoch 1580 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1479.42 ms
[2022-04-11 06:41:25 main:574] : INFO : Epoch 1581 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1448.06 ms
[2022-04-11 06:41:27 main:574] : INFO : Epoch 1582 | loss: 0.0312489 | val_loss: 0.0312518 | Time: 1342.65 ms
[2022-04-11 06:41:28 main:574] : INFO : Epoch 1583 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1387.2 ms
[2022-04-11 06:41:30 main:574] : INFO : Epoch 1584 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 1442.07 ms
[2022-04-11 06:41:31 main:574] : INFO : Epoch 1585 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1497.45 ms
[2022-04-11 06:41:33 main:574] : INFO : Epoch 1586 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 1553.43 ms
[2022-04-11 06:41:34 main:574] : INFO : Epoch 1587 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1437 ms
[2022-04-11 06:41:36 main:574] : INFO : Epoch 1588 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1475.29 ms
[2022-04-11 06:41:37 main:574] : INFO : Epoch 1589 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1353.5 ms
[2022-04-11 06:41:38 main:574] : INFO : Epoch 1590 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1508.93 ms
[2022-04-11 06:41:40 main:574] : INFO : Epoch 1591 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1355.9 ms
[2022-04-11 06:41:41 main:574] : INFO : Epoch 1592 | loss: 0.0312487 | val_loss: 0.0312518 | Time: 1545.9 ms
[2022-04-11 06:41:43 main:574] : INFO : Epoch 1593 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1503.14 ms
[2022-04-11 06:41:44 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.031252 | Time: 1524.92 ms
[2022-04-11 06:41:46 main:574] : INFO : Epoch 1595 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1371.88 ms
[2022-04-11 06:41:47 main:574] : INFO : Epoch 1596 | loss: 0.0312493 | val_loss: 0.0312517 | Time: 1497.81 ms
[2022-04-11 06:41:49 main:574] : INFO : Epoch 1597 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1514.25 ms
[2022-04-11 06:41:50 main:574] : INFO : Epoch 1598 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1430.4 ms
[2022-04-11 06:41:52 main:574] : INFO : Epoch 1599 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1552.21 ms
[2022-04-11 06:41:53 main:574] : INFO : Epoch 1600 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1404.71 ms
[2022-04-11 06:41:55 main:574] : INFO : Epoch 1601 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1520.23 ms
[2022-04-11 06:41:56 main:574] : INFO : Epoch 1602 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 1469.77 ms
[2022-04-11 06:41:58 main:574] : INFO : Epoch 1603 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1448.32 ms
[2022-04-11 06:41:59 main:574] : INFO : Epoch 1604 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1454.31 ms
[2022-04-11 06:42:01 main:574] : INFO : Epoch 1605 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1512.49 ms
[2022-04-11 06:42:02 main:574] : INFO : Epoch 1606 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1519.58 ms
[2022-04-11 06:42:04 main:574] : INFO : Epoch 1607 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1424.79 ms
[2022-04-11 06:42:05 main:574] : INFO : Epoch 1608 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1420.31 ms
[2022-04-11 06:42:07 main:574] : INFO : Epoch 1609 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1401.61 ms
[2022-04-11 06:42:08 main:574] : INFO : Epoch 1610 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 1545.12 ms
[2022-04-11 06:42:10 main:574] : INFO : Epoch 1611 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1504.31 ms
[2022-04-11 06:42:11 main:574] : INFO : Epoch 1612 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1441.77 ms
[2022-04-11 06:42:13 main:574] : INFO : Epoch 1613 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1440.74 ms
[2022-04-11 06:42:14 main:574] : INFO : Epoch 1614 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1528.89 ms
[2022-04-11 06:42:15 main:574] : INFO : Epoch 1615 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1387.02 ms
[2022-04-11 06:42:17 main:574] : INFO : Epoch 1616 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1508.94 ms
[2022-04-11 06:42:18 main:574] : INFO : Epoch 1617 | loss: 0.0312514 | val_loss: 0.0312633 | Time: 1496.38 ms
[2022-04-11 06:42:20 main:574] : INFO : Epoch 1618 | loss: 0.0312555 | val_loss: 0.0312517 | Time: 1480.47 ms
[2022-04-11 06:42:22 main:574] : INFO : Epoch 1619 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1552.92 ms
[2022-04-11 06:42:23 main:574] : INFO : Epoch 1620 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1564.25 ms
[2022-04-11 06:42:25 main:574] : INFO : Epoch 1621 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1539.21 ms
[2022-04-11 06:42:26 main:574] : INFO : Epoch 1622 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1469.03 ms
[2022-04-11 06:42:27 main:574] : INFO : Epoch 1623 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 1363.01 ms
[2022-04-11 06:42:29 main:574] : INFO : Epoch 1624 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1392.46 ms
[2022-04-11 06:42:30 main:574] : INFO : Epoch 1625 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1535.39 ms
[2022-04-11 06:42:32 main:574] : INFO : Epoch 1626 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1558.64 ms
[2022-04-11 06:42:33 main:574] : INFO : Epoch 1627 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1506.34 ms
[2022-04-11 06:42:35 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1443.58 ms
[2022-04-11 06:42:36 main:574] : INFO : Epoch 1629 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1465.74 ms
[2022-04-11 06:42:38 main:574] : INFO : Epoch 1630 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 1474.99 ms
[2022-04-11 06:42:39 main:574] : INFO : Epoch 1631 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1494.56 ms
[2022-04-11 06:42:41 main:574] : INFO : Epoch 1632 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1522 ms
[2022-04-11 06:42:42 main:574] : INFO : Epoch 1633 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1490.91 ms
[2022-04-11 06:42:44 main:574] : INFO : Epoch 1634 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1440.42 ms
[2022-04-11 06:42:45 main:574] : INFO : Epoch 1635 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 1402.02 ms
[2022-04-11 06:42:47 main:574] : INFO : Epoch 1636 | loss: 0.0312492 | val_loss: 0.031252 | Time: 1406.97 ms
[2022-04-11 06:42:48 main:574] : INFO : Epoch 1637 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1502.55 ms
[2022-04-11 06:42:50 main:574] : INFO : Epoch 1638 | loss: 0.031249 | val_loss: 0.03125 | Time: 1450.81 ms
[2022-04-11 06:42:51 main:574] : INFO : Epoch 1639 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1498.6 ms
[2022-04-11 06:42:53 main:574] : INFO : Epoch 1640 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1521.09 ms
[2022-04-11 06:42:54 main:574] : INFO : Epoch 1641 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 1489.45 ms
[2022-04-11 06:42:56 main:574] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1428.82 ms
[2022-04-11 06:42:57 main:574] : INFO : Epoch 1643 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1517.15 ms
[2022-04-11 06:42:59 main:574] : INFO : Epoch 1644 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1506.28 ms
[2022-04-11 06:43:00 main:574] : INFO : Epoch 1645 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1444.67 ms
[2022-04-11 06:43:02 main:574] : INFO : Epoch 1646 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 1498.49 ms
[2022-04-11 06:43:03 main:574] : INFO : Epoch 1647 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1354.29 ms
[2022-04-11 06:43:05 main:574] : INFO : Epoch 1648 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1555.43 ms
[2022-04-11 06:43:06 main:574] : INFO : Epoch 1649 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1486.51 ms
[2022-04-11 06:43:08 main:574] : INFO : Epoch 1650 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1481.22 ms
[2022-04-11 06:43:09 main:574] : INFO : Epoch 1651 | loss: 0.0312491 | val_loss: 0.031252 | Time: 1344.98 ms
[2022-04-11 06:43:10 main:574] : INFO : Epoch 1652 | loss: 0.0312488 | val_loss: 0.0312524 | Time: 1517.77 ms
[2022-04-11 06:43:12 main:574] : INFO : Epoch 1653 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1482.97 ms
[2022-04-11 06:43:14 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1559.23 ms
[2022-04-11 06:43:15 main:574] : INFO : Epoch 1655 | loss: 0.0312496 | val_loss: 0.0312529 | Time: 1520.36 ms
[2022-04-11 06:43:17 main:574] : INFO : Epoch 1656 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1467.24 ms
[2022-04-11 06:43:18 main:574] : INFO : Epoch 1657 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1484.74 ms
[2022-04-11 06:43:19 main:574] : INFO : Epoch 1658 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1421.34 ms
[2022-04-11 06:43:21 main:574] : INFO : Epoch 1659 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1479.08 ms
[2022-04-11 06:43:22 main:574] : INFO : Epoch 1660 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1435.87 ms
[2022-04-11 06:43:24 main:574] : INFO : Epoch 1661 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1440.14 ms
[2022-04-11 06:43:25 main:574] : INFO : Epoch 1662 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1481.77 ms
[2022-04-11 06:43:27 main:574] : INFO : Epoch 1663 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1525.05 ms
[2022-04-11 06:43:28 main:574] : INFO : Epoch 1664 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1460.9 ms
[2022-04-11 06:43:30 main:574] : INFO : Epoch 1665 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1364.72 ms
[2022-04-11 06:43:31 main:574] : INFO : Epoch 1666 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1343.54 ms
[2022-04-11 06:43:33 main:574] : INFO : Epoch 1667 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1419.34 ms
[2022-04-11 06:43:34 main:574] : INFO : Epoch 1668 | loss: 0.0312488 | val_loss: 0.0312528 | Time: 1541.99 ms
[2022-04-11 06:43:36 main:574] : INFO : Epoch 1669 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1493.51 ms
[2022-04-11 06:43:37 main:574] : INFO : Epoch 1670 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1384.69 ms
[2022-04-11 06:43:38 main:574] : INFO : Epoch 1671 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1362.33 ms
[2022-04-11 06:43:40 main:574] : INFO : Epoch 1672 | loss: 0.0312504 | val_loss: 0.0312543 | Time: 1382.85 ms
[2022-04-11 06:43:41 main:574] : INFO : Epoch 1673 | loss: 0.0312521 | val_loss: 0.0312552 | Time: 1415.82 ms
[2022-04-11 06:43:43 main:574] : INFO : Epoch 1674 | loss: 0.0312896 | val_loss: 0.0317778 | Time: 1497.91 ms
[2022-04-11 06:43:44 main:574] : INFO : Epoch 1675 | loss: 0.0319396 | val_loss: 0.0315252 | Time: 1549.99 ms
[2022-04-11 06:43:46 main:574] : INFO : Epoch 1676 | loss: 0.0318756 | val_loss: 0.0314262 | Time: 1387.45 ms
[2022-04-11 06:43:47 main:574] : INFO : Epoch 1677 | loss: 0.0316239 | val_loss: 0.0313707 | Time: 1467.25 ms
[2022-04-11 06:43:49 main:574] : INFO : Epoch 1678 | loss: 0.0313069 | val_loss: 0.0312659 | Time: 1538.17 ms
[2022-04-11 06:43:50 main:574] : INFO : Epoch 1679 | loss: 0.0312624 | val_loss: 0.0312569 | Time: 1514.29 ms
[2022-04-11 06:43:52 main:574] : INFO : Epoch 1680 | loss: 0.0312519 | val_loss: 0.031251 | Time: 1396.35 ms
[2022-04-11 06:43:53 main:574] : INFO : Epoch 1681 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1478.74 ms
[2022-04-11 06:43:55 main:574] : INFO : Epoch 1682 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1370.41 ms
[2022-04-11 06:43:56 main:574] : INFO : Epoch 1683 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1534.28 ms
[2022-04-11 06:43:58 main:574] : INFO : Epoch 1684 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1499.2 ms
[2022-04-11 06:43:59 main:574] : INFO : Epoch 1685 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1519.96 ms
[2022-04-11 06:44:01 main:574] : INFO : Epoch 1686 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1474.21 ms
[2022-04-11 06:44:02 main:574] : INFO : Epoch 1687 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1480.03 ms
[2022-04-11 06:44:04 main:574] : INFO : Epoch 1688 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1468.05 ms
[2022-04-11 06:44:05 main:574] : INFO : Epoch 1689 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1388.19 ms
[2022-04-11 06:44:07 main:574] : INFO : Epoch 1690 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1493.57 ms
[2022-04-11 06:44:08 main:574] : INFO : Epoch 1691 | loss: 0.0312497 | val_loss: 0.0312523 | Time: 1459.72 ms
[2022-04-11 06:44:09 main:574] : INFO : Epoch 1692 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1430.75 ms
[2022-04-11 06:44:11 main:574] : INFO : Epoch 1693 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1391.69 ms
[2022-04-11 06:44:12 main:574] : INFO : Epoch 1694 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1501.05 ms
[2022-04-11 06:44:14 main:574] : INFO : Epoch 1695 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1542.46 ms
[2022-04-11 06:44:15 main:574] : INFO : Epoch 1696 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1353.68 ms
[2022-04-11 06:44:17 main:574] : INFO : Epoch 1697 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1472.63 ms
[2022-04-11 06:44:18 main:574] : INFO : Epoch 1698 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1446.27 ms
[2022-04-11 06:44:20 main:574] : INFO : Epoch 1699 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1368.97 ms
[2022-04-11 06:44:21 main:574] : INFO : Epoch 1700 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1423.91 ms
[2022-04-11 06:44:23 main:574] : INFO : Epoch 1701 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1428.82 ms
[2022-04-11 06:44:24 main:574] : INFO : Epoch 1702 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1532.19 ms
[2022-04-11 06:44:26 main:574] : INFO : Epoch 1703 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1393.17 ms
[2022-04-11 06:44:27 main:574] : INFO : Epoch 1704 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1383.72 ms
[2022-04-11 06:44:28 main:574] : INFO : Epoch 1705 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1380.76 ms
[2022-04-11 06:44:30 main:574] : INFO : Epoch 1706 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1344.98 ms
[2022-04-11 06:44:31 main:574] : INFO : Epoch 1707 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1455.08 ms
[2022-04-11 06:44:33 main:574] : INFO : Epoch 1708 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1459.45 ms
[2022-04-11 06:44:34 main:574] : INFO : Epoch 1709 | loss: 0.0312495 | val_loss: 0.0312527 | Time: 1497.94 ms
[2022-04-11 06:44:36 main:574] : INFO : Epoch 1710 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1501.99 ms
[2022-04-11 06:44:37 main:574] : INFO : Epoch 1711 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1439.79 ms
[2022-04-11 06:44:39 main:574] : INFO : Epoch 1712 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1486.16 ms
[2022-04-11 06:44:40 main:574] : INFO : Epoch 1713 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1475.35 ms
[2022-04-11 06:44:41 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1465.89 ms
[2022-04-11 06:44:43 main:574] : INFO : Epoch 1715 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1402.33 ms
[2022-04-11 06:44:44 main:574] : INFO : Epoch 1716 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1474.09 ms
[2022-04-11 06:44:46 main:574] : INFO : Epoch 1717 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 1487.98 ms
[2022-04-11 06:44:47 main:574] : INFO : Epoch 1718 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1555.17 ms
[2022-04-11 06:44:49 main:574] : INFO : Epoch 1719 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1370.09 ms
[2022-04-11 06:44:50 main:574] : INFO : Epoch 1720 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1478.82 ms
[2022-04-11 06:44:52 main:574] : INFO : Epoch 1721 | loss: 0.0312498 | val_loss: 0.0312541 | Time: 1414.26 ms
[2022-04-11 06:44:53 main:574] : INFO : Epoch 1722 | loss: 0.0312499 | val_loss: 0.0312524 | Time: 1522.77 ms
[2022-04-11 06:44:55 main:574] : INFO : Epoch 1723 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1467.62 ms
[2022-04-11 06:44:56 main:574] : INFO : Epoch 1724 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1350.47 ms
[2022-04-11 06:44:58 main:574] : INFO : Epoch 1725 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 1543.34 ms
[2022-04-11 06:44:59 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1428 ms
[2022-04-11 06:45:01 main:574] : INFO : Epoch 1727 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 1574.11 ms
[2022-04-11 06:45:02 main:574] : INFO : Epoch 1728 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1454.74 ms
[2022-04-11 06:45:04 main:574] : INFO : Epoch 1729 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1453.32 ms
[2022-04-11 06:45:05 main:574] : INFO : Epoch 1730 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1392.99 ms
[2022-04-11 06:45:07 main:574] : INFO : Epoch 1731 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1496.71 ms
[2022-04-11 06:45:08 main:574] : INFO : Epoch 1732 | loss: 0.0312504 | val_loss: 0.0312532 | Time: 1536.01 ms
[2022-04-11 06:45:10 main:574] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1479.57 ms
[2022-04-11 06:45:11 main:574] : INFO : Epoch 1734 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1491.74 ms
[2022-04-11 06:45:13 main:574] : INFO : Epoch 1735 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1491.52 ms
[2022-04-11 06:45:14 main:574] : INFO : Epoch 1736 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1494.49 ms
[2022-04-11 06:45:16 main:574] : INFO : Epoch 1737 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1521.92 ms
[2022-04-11 06:45:17 main:574] : INFO : Epoch 1738 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1384.17 ms
[2022-04-11 06:45:19 main:574] : INFO : Epoch 1739 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1514.72 ms
[2022-04-11 06:45:20 main:574] : INFO : Epoch 1740 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 1516.24 ms
[2022-04-11 06:45:22 main:574] : INFO : Epoch 1741 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1504.09 ms
[2022-04-11 06:45:23 main:574] : INFO : Epoch 1742 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1432.52 ms
[2022-04-11 06:45:25 main:574] : INFO : Epoch 1743 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1503.23 ms
[2022-04-11 06:45:26 main:574] : INFO : Epoch 1744 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1459.42 ms
[2022-04-11 06:45:28 main:574] : INFO : Epoch 1745 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1470.68 ms
[2022-04-11 06:45:29 main:574] : INFO : Epoch 1746 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1470.99 ms
[2022-04-11 06:45:30 main:574] : INFO : Epoch 1747 | loss: 0.0312489 | val_loss: 0.031252 | Time: 1372.03 ms
[2022-04-11 06:45:32 main:574] : INFO : Epoch 1748 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1491.8 ms
[2022-04-11 06:45:33 main:574] : INFO : Epoch 1749 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1437.62 ms
[2022-04-11 06:45:35 main:574] : INFO : Epoch 1750 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1466.79 ms
[2022-04-11 06:45:36 main:574] : INFO : Epoch 1751 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1474.5 ms
[2022-04-11 06:45:38 main:574] : INFO : Epoch 1752 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1400.99 ms
[2022-04-11 06:45:39 main:574] : INFO : Epoch 1753 | loss: 0.0312489 | val_loss: 0.0312512 | Time: 1515.45 ms
[2022-04-11 06:45:41 main:574] : INFO : Epoch 1754 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1540.61 ms
[2022-04-11 06:45:42 main:574] : INFO : Epoch 1755 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1410.01 ms
[2022-04-11 06:45:44 main:574] : INFO : Epoch 1756 | loss: 0.0312499 | val_loss: 0.0312547 | Time: 1467.48 ms
[2022-04-11 06:45:45 main:574] : INFO : Epoch 1757 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1474.31 ms
[2022-04-11 06:45:47 main:574] : INFO : Epoch 1758 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1486.4 ms
[2022-04-11 06:45:48 main:574] : INFO : Epoch 1759 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1448.43 ms
[2022-04-11 06:45:50 main:574] : INFO : Epoch 1760 | loss: 0.0312495 | val_loss: 0.0312525 | Time: 1513.41 ms
[2022-04-11 06:45:51 main:574] : INFO : Epoch 1761 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1460.6 ms
[2022-04-11 06:45:53 main:574] : INFO : Epoch 1762 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1471.54 ms
[2022-04-11 06:45:54 main:574] : INFO : Epoch 1763 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1536.08 ms
[2022-04-11 06:45:56 main:574] : INFO : Epoch 1764 | loss: 0.0312492 | val_loss: 0.0312521 | Time: 1475.97 ms
[2022-04-11 06:45:57 main:574] : INFO : Epoch 1765 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1470.75 ms
[2022-04-11 06:45:58 main:574] : INFO : Epoch 1766 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1402.44 ms
[2022-04-11 06:46:00 main:574] : INFO : Epoch 1767 | loss: 0.0312489 | val_loss: 0.0312522 | Time: 1489.15 ms
[2022-04-11 06:46:01 main:574] : INFO : Epoch 1768 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1441.65 ms
[2022-04-11 06:46:03 main:574] : INFO : Epoch 1769 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1500.79 ms
[2022-04-11 06:46:04 main:574] : INFO : Epoch 1770 | loss: 0.031249 | val_loss: 0.0312513 | Time: 1424.26 ms
[2022-04-11 06:46:06 main:574] : INFO : Epoch 1771 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1509.13 ms
[2022-04-11 06:46:07 main:574] : INFO : Epoch 1772 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1466.97 ms
[2022-04-11 06:46:09 main:574] : INFO : Epoch 1773 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1503.98 ms
[2022-04-11 06:46:10 main:574] : INFO : Epoch 1774 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1508.94 ms
[2022-04-11 06:46:12 main:574] : INFO : Epoch 1775 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1513.17 ms
[2022-04-11 06:46:13 main:574] : INFO : Epoch 1776 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1434.76 ms
[2022-04-11 06:46:15 main:574] : INFO : Epoch 1777 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1528.33 ms
[2022-04-11 06:46:16 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1508.17 ms
[2022-04-11 06:46:18 main:574] : INFO : Epoch 1779 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1384.68 ms
[2022-04-11 06:46:19 main:574] : INFO : Epoch 1780 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1474.58 ms
[2022-04-11 06:46:21 main:574] : INFO : Epoch 1781 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1398.09 ms
[2022-04-11 06:46:22 main:574] : INFO : Epoch 1782 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1465.83 ms
[2022-04-11 06:46:24 main:574] : INFO : Epoch 1783 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 1446.03 ms
[2022-04-11 06:46:25 main:574] : INFO : Epoch 1784 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1539.47 ms
[2022-04-11 06:46:27 main:574] : INFO : Epoch 1785 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 1464.9 ms
[2022-04-11 06:46:28 main:574] : INFO : Epoch 1786 | loss: 0.0312497 | val_loss: 0.031252 | Time: 1501.63 ms
[2022-04-11 06:46:30 main:574] : INFO : Epoch 1787 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1474.02 ms
[2022-04-11 06:46:31 main:574] : INFO : Epoch 1788 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 1371.37 ms
[2022-04-11 06:46:33 main:574] : INFO : Epoch 1789 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1529.83 ms
[2022-04-11 06:46:34 main:574] : INFO : Epoch 1790 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1527.44 ms
[2022-04-11 06:46:36 main:574] : INFO : Epoch 1791 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1422.98 ms
[2022-04-11 06:46:37 main:574] : INFO : Epoch 1792 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1509.95 ms
[2022-04-11 06:46:39 main:574] : INFO : Epoch 1793 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1510.44 ms
[2022-04-11 06:46:40 main:574] : INFO : Epoch 1794 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1512.8 ms
[2022-04-11 06:46:42 main:574] : INFO : Epoch 1795 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1382.39 ms
[2022-04-11 06:46:43 main:574] : INFO : Epoch 1796 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1490.22 ms
[2022-04-11 06:46:45 main:574] : INFO : Epoch 1797 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1555.04 ms
[2022-04-11 06:46:46 main:574] : INFO : Epoch 1798 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1517.07 ms
[2022-04-11 06:46:48 main:574] : INFO : Epoch 1799 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1429.15 ms
[2022-04-11 06:46:49 main:574] : INFO : Epoch 1800 | loss: 0.0312488 | val_loss: 0.0312521 | Time: 1451.03 ms
[2022-04-11 06:46:51 main:574] : INFO : Epoch 1801 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1532.6 ms
[2022-04-11 06:46:52 main:574] : INFO : Epoch 1802 | loss: 0.0312524 | val_loss: 0.0312525 | Time: 1418.6 ms
[2022-04-11 06:46:53 main:574] : INFO : Epoch 1803 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1514.97 ms
[2022-04-11 06:46:55 main:574] : INFO : Epoch 1804 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1388 ms
[2022-04-11 06:46:56 main:574] : INFO : Epoch 1805 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 1429.58 ms
[2022-04-11 06:46:58 main:574] : INFO : Epoch 1806 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1444.89 ms
[2022-04-11 06:46:59 main:574] : INFO : Epoch 1807 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1414.31 ms
[2022-04-11 06:47:01 main:574] : INFO : Epoch 1808 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1519.68 ms
[2022-04-11 06:47:02 main:574] : INFO : Epoch 1809 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1357.89 ms
[2022-04-11 06:47:03 main:574] : INFO : Epoch 1810 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1351.55 ms
[2022-04-11 06:47:05 main:574] : INFO : Epoch 1811 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1538.78 ms
[2022-04-11 06:47:06 main:574] : INFO : Epoch 1812 | loss: 0.0312502 | val_loss: 0.0312539 | Time: 1425.2 ms
[2022-04-11 06:47:08 main:574] : INFO : Epoch 1813 | loss: 0.031251 | val_loss: 0.0312548 | Time: 1490.48 ms
[2022-04-11 06:47:09 main:574] : INFO : Epoch 1814 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1476.24 ms
[2022-04-11 06:47:11 main:574] : INFO : Epoch 1815 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 1435.34 ms
[2022-04-11 06:47:12 main:574] : INFO : Epoch 1816 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1530.1 ms
[2022-04-11 06:47:14 main:574] : INFO : Epoch 1817 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1490.08 ms
[2022-04-11 06:47:15 main:574] : INFO : Epoch 1818 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1419.87 ms
[2022-04-11 06:47:17 main:574] : INFO : Epoch 1819 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1508.07 ms
[2022-04-11 06:47:18 main:574] : INFO : Epoch 1820 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1391.61 ms
[2022-04-11 06:47:20 main:574] : INFO : Epoch 1821 | loss: 0.0312496 | val_loss: 0.0312522 | Time: 1391.51 ms
[2022-04-11 06:47:21 main:574] : INFO : Epoch 1822 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1525.07 ms
[2022-04-11 06:47:23 main:574] : INFO : Epoch 1823 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1529.48 ms
[2022-04-11 06:47:24 main:574] : INFO : Epoch 1824 | loss: 0.0312494 | val_loss: 0.0312518 | Time: 1521.16 ms
[2022-04-11 06:47:26 main:574] : INFO : Epoch 1825 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1576.18 ms
[2022-04-11 06:47:27 main:574] : INFO : Epoch 1826 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1505.11 ms
[2022-04-11 06:47:29 main:574] : INFO : Epoch 1827 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1434.47 ms
[2022-04-11 06:47:30 main:574] : INFO : Epoch 1828 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 1493.22 ms
[2022-04-11 06:47:32 main:574] : INFO : Epoch 1829 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 1482.08 ms
[2022-04-11 06:47:33 main:574] : INFO : Epoch 1830 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1407.64 ms
[2022-04-11 06:47:35 main:574] : INFO : Epoch 1831 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1496.94 ms
[2022-04-11 06:47:36 main:574] : INFO : Epoch 1832 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1509.35 ms
[2022-04-11 06:47:38 main:574] : INFO : Epoch 1833 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1348.94 ms
[2022-04-11 06:47:39 main:574] : INFO : Epoch 1834 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1447.27 ms
[2022-04-11 06:47:41 main:574] : INFO : Epoch 1835 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1512.8 ms
[2022-04-11 06:47:42 main:574] : INFO : Epoch 1836 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1512.98 ms
[2022-04-11 06:47:44 main:574] : INFO : Epoch 1837 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1480.92 ms
[2022-04-11 06:47:45 main:574] : INFO : Epoch 1838 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1377.32 ms
[2022-04-11 06:47:47 main:574] : INFO : Epoch 1839 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1492.68 ms
[2022-04-11 06:47:48 main:574] : INFO : Epoch 1840 | loss: 0.0312488 | val_loss: 0.0312514 | Time: 1527.25 ms
[2022-04-11 06:47:50 main:574] : INFO : Epoch 1841 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1508.73 ms
[2022-04-11 06:47:51 main:574] : INFO : Epoch 1842 | loss: 0.0312488 | val_loss: 0.031252 | Time: 1464.23 ms
[2022-04-11 06:47:53 main:574] : INFO : Epoch 1843 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1535.77 ms
[2022-04-11 06:47:54 main:574] : INFO : Epoch 1844 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1406.59 ms
[2022-04-11 06:47:56 main:574] : INFO : Epoch 1845 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1456.34 ms
[2022-04-11 06:47:57 main:574] : INFO : Epoch 1846 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1405.13 ms
[2022-04-11 06:47:58 main:574] : INFO : Epoch 1847 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1516.16 ms
[2022-04-11 06:48:00 main:574] : INFO : Epoch 1848 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1360.57 ms
[2022-04-11 06:48:01 main:574] : INFO : Epoch 1849 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1358.42 ms
[2022-04-11 06:48:03 main:574] : INFO : Epoch 1850 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1514.56 ms
[2022-04-11 06:48:04 main:574] : INFO : Epoch 1851 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1471.55 ms
[2022-04-11 06:48:06 main:574] : INFO : Epoch 1852 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1393.66 ms
[2022-04-11 06:48:07 main:574] : INFO : Epoch 1853 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1386.65 ms
[2022-04-11 06:48:08 main:574] : INFO : Epoch 1854 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1476.91 ms
[2022-04-11 06:48:10 main:574] : INFO : Epoch 1855 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1496.32 ms
[2022-04-11 06:48:11 main:574] : INFO : Epoch 1856 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1499.85 ms
[2022-04-11 06:48:13 main:574] : INFO : Epoch 1857 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1378.06 ms
[2022-04-11 06:48:14 main:574] : INFO : Epoch 1858 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 1492.98 ms
[2022-04-11 06:48:16 main:574] : INFO : Epoch 1859 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1468.33 ms
[2022-04-11 06:48:17 main:574] : INFO : Epoch 1860 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1401.62 ms
[2022-04-11 06:48:19 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312532 | Time: 1455.65 ms
[2022-04-11 06:48:20 main:574] : INFO : Epoch 1862 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1503.33 ms
[2022-04-11 06:48:22 main:574] : INFO : Epoch 1863 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1495.96 ms
[2022-04-11 06:48:23 main:574] : INFO : Epoch 1864 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1518.28 ms
[2022-04-11 06:48:25 main:574] : INFO : Epoch 1865 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1495.88 ms
[2022-04-11 06:48:26 main:574] : INFO : Epoch 1866 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1364.17 ms
[2022-04-11 06:48:28 main:574] : INFO : Epoch 1867 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1492.42 ms
[2022-04-11 06:48:29 main:574] : INFO : Epoch 1868 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1480.7 ms
[2022-04-11 06:48:31 main:574] : INFO : Epoch 1869 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1410.25 ms
[2022-04-11 06:48:32 main:574] : INFO : Epoch 1870 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1429.91 ms
[2022-04-11 06:48:34 main:574] : INFO : Epoch 1871 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1523.12 ms
[2022-04-11 06:48:35 main:574] : INFO : Epoch 1872 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1545.04 ms
[2022-04-11 06:48:37 main:574] : INFO : Epoch 1873 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 1465.37 ms
[2022-04-11 06:48:38 main:574] : INFO : Epoch 1874 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1506.77 ms
[2022-04-11 06:48:40 main:574] : INFO : Epoch 1875 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1516.42 ms
[2022-04-11 06:48:41 main:574] : INFO : Epoch 1876 | loss: 0.0312491 | val_loss: 0.0312529 | Time: 1523 ms
[2022-04-11 06:48:43 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1464.2 ms
[2022-04-11 06:48:44 main:574] : INFO : Epoch 1878 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1466.16 ms
[2022-04-11 06:48:46 main:574] : INFO : Epoch 1879 | loss: 0.0312495 | val_loss: 0.0312532 | Time: 1503.96 ms
[2022-04-11 06:48:47 main:574] : INFO : Epoch 1880 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1503.19 ms
[2022-04-11 06:48:49 main:574] : INFO : Epoch 1881 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1504.63 ms
[2022-04-11 06:48:50 main:574] : INFO : Epoch 1882 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1451.05 ms
[2022-04-11 06:48:52 main:574] : INFO : Epoch 1883 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1495.51 ms
[2022-04-11 06:48:53 main:574] : INFO : Epoch 1884 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1428.74 ms
[2022-04-11 06:48:54 main:574] : INFO : Epoch 1885 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1447.85 ms
[2022-04-11 06:48:56 main:574] : INFO : Epoch 1886 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1392.72 ms
[2022-04-11 06:48:57 main:574] : INFO : Epoch 1887 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1481.78 ms
[2022-04-11 06:48:59 main:574] : INFO : Epoch 1888 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1408.88 ms
[2022-04-11 06:49:00 main:574] : INFO : Epoch 1889 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1523.57 ms
[2022-04-11 06:49:02 main:574] : INFO : Epoch 1890 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1478.66 ms
[2022-04-11 06:49:03 main:574] : INFO : Epoch 1891 | loss: 0.031249 | val_loss: 0.031251 | Time: 1509.93 ms
[2022-04-11 06:49:05 main:574] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1388.96 ms
[2022-04-11 06:49:06 main:574] : INFO : Epoch 1893 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1404.94 ms
[2022-04-11 06:49:08 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312551 | Time: 1471.65 ms
[2022-04-11 06:49:09 main:574] : INFO : Epoch 1895 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 1403.09 ms
[2022-04-11 06:49:11 main:574] : INFO : Epoch 1896 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1459.83 ms
[2022-04-11 06:49:12 main:574] : INFO : Epoch 1897 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1507.57 ms
[2022-04-11 06:49:14 main:574] : INFO : Epoch 1898 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1525.67 ms
[2022-04-11 06:49:15 main:574] : INFO : Epoch 1899 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1493.13 ms
[2022-04-11 06:49:17 main:574] : INFO : Epoch 1900 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1406.83 ms
[2022-04-11 06:49:18 main:574] : INFO : Epoch 1901 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1344.21 ms
[2022-04-11 06:49:19 main:574] : INFO : Epoch 1902 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1401.49 ms
[2022-04-11 06:49:21 main:574] : INFO : Epoch 1903 | loss: 0.0312496 | val_loss: 0.0312522 | Time: 1423.37 ms
[2022-04-11 06:49:22 main:574] : INFO : Epoch 1904 | loss: 0.0312497 | val_loss: 0.0312529 | Time: 1539.22 ms
[2022-04-11 06:49:24 main:574] : INFO : Epoch 1905 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1540.12 ms
[2022-04-11 06:49:25 main:574] : INFO : Epoch 1906 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1356.59 ms
[2022-04-11 06:49:27 main:574] : INFO : Epoch 1907 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1524 ms
[2022-04-11 06:49:28 main:574] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1504.57 ms
[2022-04-11 06:49:30 main:574] : INFO : Epoch 1909 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1462.94 ms
[2022-04-11 06:49:31 main:574] : INFO : Epoch 1910 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1512.77 ms
[2022-04-11 06:49:33 main:574] : INFO : Epoch 1911 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1533.12 ms
[2022-04-11 06:49:34 main:574] : INFO : Epoch 1912 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1368.15 ms
[2022-04-11 06:49:36 main:574] : INFO : Epoch 1913 | loss: 0.0312496 | val_loss: 0.0312528 | Time: 1572.94 ms
[2022-04-11 06:49:37 main:574] : INFO : Epoch 1914 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1399.58 ms
[2022-04-11 06:49:39 main:574] : INFO : Epoch 1915 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1528.96 ms
[2022-04-11 06:49:40 main:574] : INFO : Epoch 1916 | loss: 0.031249 | val_loss: 0.0312514 | Time: 1479.24 ms
[2022-04-11 06:49:42 main:574] : INFO : Epoch 1917 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1351.35 ms
[2022-04-11 06:49:43 main:574] : INFO : Epoch 1918 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1499.47 ms
[2022-04-11 06:49:45 main:574] : INFO : Epoch 1919 | loss: 0.0312492 | val_loss: 0.0312521 | Time: 1592.47 ms
[2022-04-11 06:49:46 main:574] : INFO : Epoch 1920 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1388.05 ms
[2022-04-11 06:49:48 main:574] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1515.26 ms
[2022-04-11 06:49:49 main:574] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 1482.72 ms
[2022-04-11 06:49:50 main:574] : INFO : Epoch 1923 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1423.02 ms
[2022-04-11 06:49:52 main:574] : INFO : Epoch 1924 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1512.34 ms
[2022-04-11 06:49:53 main:574] : INFO : Epoch 1925 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1404.95 ms
[2022-04-11 06:49:55 main:574] : INFO : Epoch 1926 | loss: 0.031249 | val_loss: 0.0312524 | Time: 1446.99 ms
[2022-04-11 06:49:56 main:574] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1364.39 ms
[2022-04-11 06:49:58 main:574] : INFO : Epoch 1928 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1569.58 ms
[2022-04-11 06:49:59 main:574] : INFO : Epoch 1929 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1468.99 ms
[2022-04-11 06:50:01 main:574] : INFO : Epoch 1930 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1538.56 ms
[2022-04-11 06:50:02 main:574] : INFO : Epoch 1931 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1414.08 ms
[2022-04-11 06:50:04 main:574] : INFO : Epoch 1932 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1513.84 ms
[2022-04-11 06:50:05 main:574] : INFO : Epoch 1933 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1505.18 ms
[2022-04-11 06:50:07 main:574] : INFO : Epoch 1934 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1482.87 ms
[2022-04-11 06:50:08 main:574] : INFO : Epoch 1935 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1515.34 ms
[2022-04-11 06:50:10 main:574] : INFO : Epoch 1936 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1448.73 ms
[2022-04-11 06:50:11 main:574] : INFO : Epoch 1937 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1433.02 ms
[2022-04-11 06:50:13 main:574] : INFO : Epoch 1938 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1453.04 ms
[2022-04-11 06:50:14 main:574] : INFO : Epoch 1939 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1389.18 ms
[2022-04-11 06:50:16 main:574] : INFO : Epoch 1940 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1511.51 ms
[2022-04-11 06:50:17 main:574] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 1507.38 ms
[2022-04-11 06:50:18 main:574] : INFO : Epoch 1942 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1345.85 ms
[2022-04-11 06:50:20 main:574] : INFO : Epoch 1943 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1377.49 ms
[2022-04-11 06:50:21 main:574] : INFO : Epoch 1944 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1506.44 ms
[2022-04-11 06:50:23 main:574] : INFO : Epoch 1945 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 1480.65 ms
[2022-04-11 06:50:24 main:574] : INFO : Epoch 1946 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1425.14 ms
[2022-04-11 06:50:26 main:574] : INFO : Epoch 1947 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1492.29 ms
[2022-04-11 06:50:27 main:574] : INFO : Epoch 1948 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1390.39 ms
[2022-04-11 06:50:29 main:574] : INFO : Epoch 1949 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 1478.04 ms
[2022-04-11 06:50:30 main:574] : INFO : Epoch 1950 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1378.2 ms
[2022-04-11 06:50:32 main:574] : INFO : Epoch 1951 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 1474.55 ms
[2022-04-11 06:50:33 main:574] : INFO : Epoch 1952 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 1469.47 ms
[2022-04-11 06:50:35 main:574] : INFO : Epoch 1953 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1518.1 ms
[2022-04-11 06:50:36 main:574] : INFO : Epoch 1954 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1494.78 ms
[2022-04-11 06:50:38 main:574] : INFO : Epoch 1955 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1478.4 ms
[2022-04-11 06:50:39 main:574] : INFO : Epoch 1956 | loss: 0.031249 | val_loss: 0.031251 | Time: 1476.98 ms
[2022-04-11 06:50:41 main:574] : INFO : Epoch 1957 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1465.92 ms
[2022-04-11 06:50:42 main:574] : INFO : Epoch 1958 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1371.26 ms
[2022-04-11 06:50:44 main:574] : INFO : Epoch 1959 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1537.22 ms
[2022-04-11 06:50:45 main:574] : INFO : Epoch 1960 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1472.83 ms
[2022-04-11 06:50:47 main:574] : INFO : Epoch 1961 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1426.71 ms
[2022-04-11 06:50:48 main:574] : INFO : Epoch 1962 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1513.45 ms
[2022-04-11 06:50:49 main:574] : INFO : Epoch 1963 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1412.95 ms
[2022-04-11 06:50:51 main:574] : INFO : Epoch 1964 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1505.5 ms
[2022-04-11 06:50:52 main:574] : INFO : Epoch 1965 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1505.7 ms
[2022-04-11 06:50:54 main:574] : INFO : Epoch 1966 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1494.33 ms
[2022-04-11 06:50:55 main:574] : INFO : Epoch 1967 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1354.73 ms
[2022-04-11 06:50:57 main:574] : INFO : Epoch 1968 | loss: 0.0312491 | val_loss: 0.0312515 | Time: 1524.17 ms
[2022-04-11 06:50:58 main:574] : INFO : Epoch 1969 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1447.81 ms
[2022-04-11 06:51:00 main:574] : INFO : Epoch 1970 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1521.37 ms
[2022-04-11 06:51:01 main:574] : INFO : Epoch 1971 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1500.45 ms
[2022-04-11 06:51:03 main:574] : INFO : Epoch 1972 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1485.91 ms
[2022-04-11 06:51:04 main:574] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1516.98 ms
[2022-04-11 06:51:06 main:574] : INFO : Epoch 1974 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1475.98 ms
[2022-04-11 06:51:07 main:574] : INFO : Epoch 1975 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1529.3 ms
[2022-04-11 06:51:09 main:574] : INFO : Epoch 1976 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1534.24 ms
[2022-04-11 06:51:10 main:574] : INFO : Epoch 1977 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1400.96 ms
[2022-04-11 06:51:12 main:574] : INFO : Epoch 1978 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1428.21 ms
[2022-04-11 06:51:13 main:574] : INFO : Epoch 1979 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1544.79 ms
[2022-04-11 06:51:15 main:574] : INFO : Epoch 1980 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1391.66 ms
[2022-04-11 06:51:16 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 1458.92 ms
[2022-04-11 06:51:18 main:574] : INFO : Epoch 1982 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1365.68 ms
[2022-04-11 06:51:19 main:574] : INFO : Epoch 1983 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1387.29 ms
[2022-04-11 06:51:21 main:574] : INFO : Epoch 1984 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1475.37 ms
[2022-04-11 06:51:22 main:574] : INFO : Epoch 1985 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1373.92 ms
[2022-04-11 06:51:23 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1439.91 ms
[2022-04-11 06:51:25 main:574] : INFO : Epoch 1987 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1496.3 ms
[2022-04-11 06:51:26 main:574] : INFO : Epoch 1988 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1511.51 ms
[2022-04-11 06:51:28 main:574] : INFO : Epoch 1989 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1542.75 ms
[2022-04-11 06:51:29 main:574] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1534.78 ms
[2022-04-11 06:51:31 main:574] : INFO : Epoch 1991 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1377.81 ms
[2022-04-11 06:51:32 main:574] : INFO : Epoch 1992 | loss: 0.0312488 | val_loss: 0.0312513 | Time: 1499.49 ms
[2022-04-11 06:51:34 main:574] : INFO : Epoch 1993 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1471.64 ms
[2022-04-11 06:51:35 main:574] : INFO : Epoch 1994 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1498.56 ms
[2022-04-11 06:51:37 main:574] : INFO : Epoch 1995 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 1415.15 ms
[2022-04-11 06:51:38 main:574] : INFO : Epoch 1996 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 1549.05 ms
[2022-04-11 06:51:40 main:574] : INFO : Epoch 1997 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1467.4 ms
[2022-04-11 06:51:41 main:574] : INFO : Epoch 1998 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1459.88 ms
[2022-04-11 06:51:43 main:574] : INFO : Epoch 1999 | loss: 0.0312489 | val_loss: 0.0312525 | Time: 1512.4 ms
[2022-04-11 06:51:44 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1490.38 ms
[2022-04-11 06:51:46 main:574] : INFO : Epoch 2001 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1386.89 ms
[2022-04-11 06:51:47 main:574] : INFO : Epoch 2002 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1419.85 ms
[2022-04-11 06:51:49 main:574] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1518.51 ms
[2022-04-11 06:51:50 main:574] : INFO : Epoch 2004 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1481.66 ms
[2022-04-11 06:51:52 main:574] : INFO : Epoch 2005 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1444.49 ms
[2022-04-11 06:51:53 main:574] : INFO : Epoch 2006 | loss: 0.0312492 | val_loss: 0.0312517 | Time: 1477.66 ms
[2022-04-11 06:51:55 main:574] : INFO : Epoch 2007 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1553.47 ms
[2022-04-11 06:51:56 main:574] : INFO : Epoch 2008 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1498.75 ms
[2022-04-11 06:51:58 main:574] : INFO : Epoch 2009 | loss: 0.0312495 | val_loss: 0.0312527 | Time: 1494.5 ms
[2022-04-11 06:51:59 main:574] : INFO : Epoch 2010 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1473.9 ms
[2022-04-11 06:52:01 main:574] : INFO : Epoch 2011 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 1359.94 ms
[2022-04-11 06:52:02 main:574] : INFO : Epoch 2012 | loss: 0.0312498 | val_loss: 0.031254 | Time: 1459.94 ms
[2022-04-11 06:52:03 main:574] : INFO : Epoch 2013 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1500.12 ms
[2022-04-11 06:52:05 main:574] : INFO : Epoch 2014 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1502.25 ms
[2022-04-11 06:52:06 main:574] : INFO : Epoch 2015 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1440.48 ms
[2022-04-11 06:52:08 main:574] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1491.97 ms
[2022-04-11 06:52:09 main:574] : INFO : Epoch 2017 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1359.72 ms
[2022-04-11 06:52:11 main:574] : INFO : Epoch 2018 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1522.11 ms
[2022-04-11 06:52:12 main:574] : INFO : Epoch 2019 | loss: 0.0312494 | val_loss: 0.031252 | Time: 1432.57 ms
[2022-04-11 06:52:14 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1468.09 ms
[2022-04-11 06:52:15 main:574] : INFO : Epoch 2021 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1341.93 ms
[2022-04-11 06:52:17 main:574] : INFO : Epoch 2022 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1512.1 ms
[2022-04-11 06:52:18 main:574] : INFO : Epoch 2023 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1503.23 ms
[2022-04-11 06:52:20 main:574] : INFO : Epoch 2024 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1359.24 ms
[2022-04-11 06:52:21 main:574] : INFO : Epoch 2025 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1349.02 ms
[2022-04-11 06:52:22 main:574] : INFO : Epoch 2026 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1449.04 ms
[2022-04-11 06:52:24 main:574] : INFO : Epoch 2027 | loss: 0.031249 | val_loss: 0.031251 | Time: 1397.72 ms
[2022-04-11 06:52:25 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1460.87 ms
[2022-04-11 06:52:27 main:574] : INFO : Epoch 2029 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1504.81 ms
[2022-04-11 06:52:28 main:574] : INFO : Epoch 2030 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1513.66 ms
[2022-04-11 06:52:30 main:574] : INFO : Epoch 2031 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 1486.05 ms
[2022-04-11 06:52:31 main:574] : INFO : Epoch 2032 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1485.96 ms
[2022-04-11 06:52:33 main:574] : INFO : Epoch 2033 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 1428.48 ms
[2022-04-11 06:52:34 main:574] : INFO : Epoch 2034 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1494.89 ms
[2022-04-11 06:52:36 main:574] : INFO : Epoch 2035 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1470.99 ms
[2022-04-11 06:52:37 main:574] : INFO : Epoch 2036 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1514.16 ms
[2022-04-11 06:52:38 main:574] : INFO : Epoch 2037 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 1385.82 ms
[2022-04-11 06:52:40 main:574] : INFO : Epoch 2038 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1451.39 ms
[2022-04-11 06:52:42 main:574] : INFO : Epoch 2039 | loss: 0.0312493 | val_loss: 0.0312526 | Time: 1561.33 ms
[2022-04-11 06:52:43 main:574] : INFO : Epoch 2040 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1483.43 ms
[2022-04-11 06:52:44 main:574] : INFO : Epoch 2041 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1490.26 ms
[2022-04-11 06:52:46 main:574] : INFO : Epoch 2042 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1364.57 ms
[2022-04-11 06:52:47 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1534.14 ms
[2022-04-11 06:52:49 main:574] : INFO : Epoch 2044 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1460 ms
[2022-04-11 06:52:50 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1412.77 ms
[2022-04-11 06:52:52 main:574] : INFO : Epoch 2046 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1349.6 ms
[2022-04-11 06:52:53 main:574] : INFO : Epoch 2047 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1370.92 ms
[2022-04-11 06:52:54 main:574] : INFO : Epoch 2048 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1389.5 ms
[2022-04-11 06:52:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312501
[2022-04-11 06:52:54 main:603] : INFO : Saving end state to config to file
[2022-04-11 06:52:54 main:608] : INFO : Success, exiting..
06:52:54 (1512): 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)