Task 4543136
| Name | ParityModified-1617068942-5225-0_0 |
| Workunit | 2569325 |
| Created | 30 Mar 2021, 1:49:06 UTC |
| Sent | 31 Mar 2021, 22:24:42 UTC |
| Report deadline | 8 Apr 2021, 22:24:42 UTC |
| Received | 5 Apr 2021, 0:50:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9375 |
| Run time | 52 min 49 sec |
| CPU time | 50 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,332.20 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> [2021-04-04 19:34:50 main:574] : INFO : Epoch 1542 | loss: 0.0312495 | val_loss: 0.0312533 | Time: 1443.04 ms [2021-04-04 19:34:51 main:574] : INFO : Epoch 1543 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1395.69 ms [2021-04-04 19:34:53 main:574] : INFO : Epoch 1544 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1545.18 ms [2021-04-04 19:34:54 main:574] : INFO : Epoch 1545 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 1450.72 ms [2021-04-04 19:34:55 main:574] : INFO : Epoch 1546 | loss: 0.0312522 | val_loss: 0.0312512 | Time: 1449.09 ms [2021-04-04 19:34:57 main:574] : INFO : Epoch 1547 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1391.16 ms [2021-04-04 19:34:58 main:574] : INFO : Epoch 1548 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 1526.59 ms [2021-04-04 19:35:00 main:574] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 1482.61 ms [2021-04-04 19:35:01 main:574] : INFO : Epoch 1550 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1440.05 ms [2021-04-04 19:35:03 main:574] : INFO : Epoch 1551 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1388.22 ms [2021-04-04 19:35:04 main:574] : INFO : Epoch 1552 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1467.51 ms [2021-04-04 19:35:06 main:574] : INFO : Epoch 1553 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1539.04 ms [2021-04-04 19:35:07 main:574] : INFO : Epoch 1554 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1375.68 ms [2021-04-04 19:35:09 main:574] : INFO : Epoch 1555 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1433.51 ms [2021-04-04 19:35:10 main:574] : INFO : Epoch 1556 | loss: 0.0312522 | val_loss: 0.031251 | Time: 1464.62 ms [2021-04-04 19:35:12 main:574] : INFO : Epoch 1557 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1559.14 ms [2021-04-04 19:35:13 main:574] : INFO : Epoch 1558 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1390.95 ms [2021-04-04 19:35:15 main:574] : INFO : Epoch 1559 | loss: 0.0312497 | val_loss: 0.031253 | Time: 1442.81 ms [2021-04-04 19:35:16 main:574] : INFO : Epoch 1560 | loss: 0.031251 | val_loss: 0.0312528 | Time: 1469.2 ms [2021-04-04 19:35:17 main:574] : INFO : Epoch 1561 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1411.52 ms [2021-04-04 19:35:19 main:574] : INFO : Epoch 1562 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1514.07 ms [2021-04-04 19:35:20 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1452.38 ms [2021-04-04 19:35:22 main:574] : INFO : Epoch 1564 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1475.36 ms [2021-04-04 19:35:23 main:574] : INFO : Epoch 1565 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1401.87 ms [2021-04-04 19:35:25 main:574] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 1434.7 ms [2021-04-04 19:35:26 main:574] : INFO : Epoch 1567 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 1583.3 ms [2021-04-04 19:35:28 main:574] : INFO : Epoch 1568 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1457.39 ms [2021-04-04 19:35:29 main:574] : INFO : Epoch 1569 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1394.01 ms [2021-04-04 19:35:31 main:574] : INFO : Epoch 1570 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1434.81 ms [2021-04-04 19:35:32 main:574] : INFO : Epoch 1571 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1565.73 ms [2021-04-04 19:35:34 main:574] : INFO : Epoch 1572 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1455.47 ms [2021-04-04 19:35:35 main:574] : INFO : Epoch 1573 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1368.24 ms [2021-04-04 19:35:37 main:574] : INFO : Epoch 1574 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1442.88 ms [2021-04-04 19:35:38 main:574] : INFO : Epoch 1575 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1423.13 ms [2021-04-04 19:35:40 main:574] : INFO : Epoch 1576 | loss: 0.0312521 | val_loss: 0.0312527 | Time: 1523.57 ms [2021-04-04 19:35:41 main:574] : INFO : Epoch 1577 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1428.1 ms [2021-04-04 19:35:43 main:574] : INFO : Epoch 1578 | loss: 0.0312516 | val_loss: 0.0312541 | Time: 1467.87 ms [2021-04-04 19:35:44 main:574] : INFO : Epoch 1579 | loss: 0.0312513 | val_loss: 0.031252 | Time: 1418.74 ms [2021-04-04 19:35:45 main:574] : INFO : Epoch 1580 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1449.84 ms [2021-04-04 19:35:47 main:574] : INFO : Epoch 1581 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1492.02 ms [2021-04-04 19:35:48 main:574] : INFO : Epoch 1582 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 1440.7 ms [2021-04-04 19:35:50 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1442.57 ms [2021-04-04 19:35:51 main:574] : INFO : Epoch 1584 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1415.62 ms [2021-04-04 19:35:53 main:574] : INFO : Epoch 1585 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1530.81 ms [2021-04-04 19:35:54 main:574] : INFO : Epoch 1586 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1417.06 ms [2021-04-04 19:35:56 main:574] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.0312524 | Time: 1411.1 ms [2021-04-04 19:35:57 main:574] : INFO : Epoch 1588 | loss: 0.0312519 | val_loss: 0.0312538 | Time: 1398.6 ms [2021-04-04 19:35:59 main:574] : INFO : Epoch 1589 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1451.83 ms [2021-04-04 19:36:00 main:574] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1551.15 ms [2021-04-04 19:36:02 main:574] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1404.13 ms [2021-04-04 19:36:03 main:574] : INFO : Epoch 1592 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1397.82 ms [2021-04-04 19:36:04 main:574] : INFO : Epoch 1593 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1464.05 ms [2021-04-04 19:36:06 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1541.86 ms [2021-04-04 19:36:07 main:574] : INFO : Epoch 1595 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1389.28 ms [2021-04-04 19:36:09 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1466.19 ms [2021-04-04 19:36:10 main:574] : INFO : Epoch 1597 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1459.71 ms [2021-04-04 19:36:12 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1366.86 ms [2021-04-04 19:36:13 main:574] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 1512.71 ms [2021-04-04 19:36:15 main:574] : INFO : Epoch 1600 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1464.41 ms [2021-04-04 19:36:16 main:574] : INFO : Epoch 1601 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1420.5 ms [2021-04-04 19:36:18 main:574] : INFO : Epoch 1602 | loss: 0.0312495 | val_loss: 0.0312528 | Time: 1428.97 ms [2021-04-04 19:36:19 main:574] : INFO : Epoch 1603 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1471.15 ms [2021-04-04 19:36:21 main:574] : INFO : Epoch 1604 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1533.81 ms [2021-04-04 19:36:22 main:574] : INFO : Epoch 1605 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1397.48 ms [2021-04-04 19:36:24 main:574] : INFO : Epoch 1606 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1424.97 ms [2021-04-04 19:36:25 main:574] : INFO : Epoch 1607 | loss: 0.031252 | val_loss: 0.0312512 | Time: 1434.07 ms [2021-04-04 19:36:27 main:574] : INFO : Epoch 1608 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1577.55 ms [2021-04-04 19:36:28 main:574] : INFO : Epoch 1609 | loss: 0.0312504 | val_loss: 0.0312562 | Time: 1436.05 ms [2021-04-04 19:36:30 main:574] : INFO : Epoch 1610 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1469.46 ms [2021-04-04 19:36:31 main:574] : INFO : Epoch 1611 | loss: 0.0312491 | val_loss: 0.0312515 | Time: 1457.05 ms [2021-04-04 19:36:32 main:574] : INFO : Epoch 1612 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1423.98 ms [2021-04-04 19:36:34 main:574] : INFO : Epoch 1613 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1489.05 ms [2021-04-04 19:36:35 main:574] : INFO : Epoch 1614 | loss: 0.0312501 | val_loss: 0.0312531 | Time: 1439.64 ms [2021-04-04 19:36:37 main:574] : INFO : Epoch 1615 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1433.02 ms [2021-04-04 19:36:38 main:574] : INFO : Epoch 1616 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1424.55 ms [2021-04-04 19:36:40 main:574] : INFO : Epoch 1617 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 1415.12 ms [2021-04-04 19:36:41 main:574] : INFO : Epoch 1618 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1559.73 ms [2021-04-04 19:36:43 main:574] : INFO : Epoch 1619 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1413.58 ms [2021-04-04 19:36:44 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1415.03 ms [2021-04-04 19:36:46 main:574] : INFO : Epoch 1621 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1407.23 ms [2021-04-04 19:36:47 main:574] : INFO : Epoch 1622 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1573.32 ms [2021-04-04 19:36:49 main:574] : INFO : Epoch 1623 | loss: 0.0312492 | val_loss: 0.0312547 | Time: 1424.98 ms [2021-04-04 19:36:50 main:574] : INFO : Epoch 1624 | loss: 0.0312519 | val_loss: 0.031252 | Time: 1393.53 ms [2021-04-04 19:36:51 main:574] : INFO : Epoch 1625 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 1439.55 ms [2021-04-04 19:36:53 main:574] : INFO : Epoch 1626 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1463.41 ms [2021-04-04 19:36:54 main:574] : INFO : Epoch 1627 | loss: 0.0312494 | val_loss: 0.0312529 | Time: 1523.71 ms [2021-04-04 19:36:56 main:574] : INFO : Epoch 1628 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1388.9 ms [2021-04-04 19:36:57 main:574] : INFO : Epoch 1629 | loss: 0.0312505 | val_loss: 0.0312528 | Time: 1444.96 ms [2021-04-04 19:36:59 main:574] : INFO : Epoch 1630 | loss: 0.0312496 | val_loss: 0.0312527 | Time: 1433.96 ms [2021-04-04 19:37:00 main:574] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1577.57 ms [2021-04-04 19:37:02 main:574] : INFO : Epoch 1632 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1407.55 ms [2021-04-04 19:37:03 main:574] : INFO : Epoch 1633 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1466.73 ms [2021-04-04 19:37:05 main:574] : INFO : Epoch 1634 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1433.82 ms [2021-04-04 19:37:06 main:574] : INFO : Epoch 1635 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1381.64 ms [2021-04-04 19:37:08 main:574] : INFO : Epoch 1636 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1561.74 ms [2021-04-04 19:37:09 main:574] : INFO : Epoch 1637 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1463.58 ms [2021-04-04 19:37:11 main:574] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1404.7 ms [2021-04-04 19:37:12 main:574] : INFO : Epoch 1639 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1434.66 ms [2021-04-04 19:37:14 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1471.89 ms [2021-04-04 19:37:15 main:574] : INFO : Epoch 1641 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1553.58 ms [2021-04-04 19:37:17 main:574] : INFO : Epoch 1642 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1396.6 ms [2021-04-04 19:37:18 main:574] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1431.76 ms [2021-04-04 19:37:19 main:574] : INFO : Epoch 1644 | loss: 0.031249 | val_loss: 0.0312525 | Time: 1475.59 ms [2021-04-04 19:37:21 main:574] : INFO : Epoch 1645 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1566.79 ms [2021-04-04 19:37:22 main:574] : INFO : Epoch 1646 | loss: 0.0312493 | val_loss: 0.0312531 | Time: 1388.02 ms [2021-04-04 19:37:24 main:574] : INFO : Epoch 1647 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1444.85 ms [2021-04-04 19:37:25 main:574] : INFO : Epoch 1648 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1455.14 ms [2021-04-04 19:37:27 main:574] : INFO : Epoch 1649 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1411.7 ms [2021-04-04 19:37:28 main:574] : INFO : Epoch 1650 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1527.98 ms [2021-04-04 19:37:30 main:574] : INFO : Epoch 1651 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1473.9 ms [2021-04-04 19:37:31 main:574] : INFO : Epoch 1652 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1469.27 ms [2021-04-04 19:37:33 main:574] : INFO : Epoch 1653 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1394.72 ms [2021-04-04 19:37:34 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1511.72 ms [2021-04-04 19:37:36 main:574] : INFO : Epoch 1655 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1461.91 ms [2021-04-04 19:37:37 main:574] : INFO : Epoch 1656 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1470.4 ms [2021-04-04 19:37:39 main:574] : INFO : Epoch 1657 | loss: 0.0312498 | val_loss: 0.0312528 | Time: 1393.64 ms [2021-04-04 19:37:40 main:574] : INFO : Epoch 1658 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1445.48 ms [2021-04-04 19:37:42 main:574] : INFO : Epoch 1659 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1571.93 ms [2021-04-04 19:37:43 main:574] : INFO : Epoch 1660 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1456.56 ms [2021-04-04 19:37:45 main:574] : INFO : Epoch 1661 | loss: 0.031249 | val_loss: 0.0312531 | Time: 1396.68 ms [2021-04-04 19:37:46 main:574] : INFO : Epoch 1662 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1457.72 ms [2021-04-04 19:37:48 main:574] : INFO : Epoch 1663 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1473.84 ms [2021-04-04 19:37:59 main:574] : INFO : Epoch 1664 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 11633 ms [2021-04-04 19:38:01 main:574] : INFO : Epoch 1665 | loss: 0.0312528 | val_loss: 0.0312503 | Time: 1409.79 ms [2021-04-04 19:38:02 main:574] : INFO : Epoch 1666 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1484.72 ms [2021-04-04 19:38:04 main:574] : INFO : Epoch 1667 | loss: 0.0312517 | val_loss: 0.0312526 | Time: 1478.38 ms [2021-04-04 19:38:05 main:574] : INFO : Epoch 1668 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1534.43 ms [2021-04-04 19:38:07 main:574] : INFO : Epoch 1669 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1410.57 ms [2021-04-04 19:38:08 main:574] : INFO : Epoch 1670 | loss: 0.0312488 | val_loss: 0.0312527 | Time: 1455.1 ms [2021-04-04 19:38:10 main:574] : INFO : Epoch 1671 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1465.45 ms [2021-04-04 19:38:11 main:574] : INFO : Epoch 1672 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1443.44 ms [2021-04-04 19:38:13 main:574] : INFO : Epoch 1673 | loss: 0.0312489 | val_loss: 0.0312538 | Time: 1515.05 ms [2021-04-04 19:38:14 main:574] : INFO : Epoch 1674 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1452.36 ms [2021-04-04 19:38:15 main:574] : INFO : Epoch 1675 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1461.42 ms [2021-04-04 19:38:17 main:574] : INFO : Epoch 1676 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1392.37 ms [2021-04-04 19:38:18 main:574] : INFO : Epoch 1677 | loss: 0.0312502 | val_loss: 0.0312551 | Time: 1554.61 ms [2021-04-04 19:38:20 main:574] : INFO : Epoch 1678 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1450.35 ms [2021-04-04 19:38:21 main:574] : INFO : Epoch 1679 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1431.65 ms [2021-04-04 19:38:23 main:574] : INFO : Epoch 1680 | loss: 0.0312518 | val_loss: 0.031254 | Time: 1406.17 ms [2021-04-04 19:38:24 main:574] : INFO : Epoch 1681 | loss: 0.0312513 | val_loss: 0.0312527 | Time: 1451.71 ms [2021-04-04 19:38:26 main:574] : INFO : Epoch 1682 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1582.95 ms [2021-04-04 19:38:27 main:574] : INFO : Epoch 1683 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1463.73 ms [2021-04-04 19:38:29 main:574] : INFO : Epoch 1684 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 1497.19 ms [2021-04-04 19:38:30 main:574] : INFO : Epoch 1685 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1459.65 ms [2021-04-04 19:38:32 main:574] : INFO : Epoch 1686 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1439.7 ms [2021-04-04 19:38:33 main:574] : INFO : Epoch 1687 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 1505.82 ms [2021-04-04 19:38:35 main:574] : INFO : Epoch 1688 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1434.99 ms [2021-04-04 19:38:36 main:574] : INFO : Epoch 1689 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1474.7 ms [2021-04-04 19:38:38 main:574] : INFO : Epoch 1690 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1432.75 ms [2021-04-04 19:38:39 main:574] : INFO : Epoch 1691 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1497.65 ms [2021-04-04 19:38:41 main:574] : INFO : Epoch 1692 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1489.55 ms [2021-04-04 19:38:42 main:574] : INFO : Epoch 1693 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1531.33 ms [2021-04-04 19:38:44 main:574] : INFO : Epoch 1694 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1458.11 ms [2021-04-04 19:38:45 main:574] : INFO : Epoch 1695 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1454.22 ms [2021-04-04 19:38:47 main:574] : INFO : Epoch 1696 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1559.91 ms [2021-04-04 19:38:48 main:574] : INFO : Epoch 1697 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1481.46 ms [2021-04-04 19:38:50 main:574] : INFO : Epoch 1698 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1606.69 ms [2021-04-04 19:38:51 main:574] : INFO : Epoch 1699 | loss: 0.0312491 | val_loss: 0.031252 | Time: 1528.34 ms [2021-04-04 19:38:53 main:574] : INFO : Epoch 1700 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1606.2 ms [2021-04-04 19:38:55 main:574] : INFO : Epoch 1701 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1489.3 ms [2021-04-04 19:38:56 main:574] : INFO : Epoch 1702 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1437.99 ms [2021-04-04 19:38:57 main:574] : INFO : Epoch 1703 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1434.68 ms [2021-04-04 19:38:59 main:574] : INFO : Epoch 1704 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1451.27 ms [2021-04-04 19:39:01 main:574] : INFO : Epoch 1705 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1610.15 ms [2021-04-04 19:39:02 main:574] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 1439.12 ms [2021-04-04 19:39:03 main:574] : INFO : Epoch 1707 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1395.95 ms [2021-04-04 19:39:05 main:574] : INFO : Epoch 1708 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1455.5 ms [2021-04-04 19:39:07 main:574] : INFO : Epoch 1709 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1583.64 ms [2021-04-04 19:39:08 main:574] : INFO : Epoch 1710 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1459.47 ms [2021-04-04 19:39:09 main:574] : INFO : Epoch 1711 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1424.16 ms [2021-04-04 19:39:11 main:574] : INFO : Epoch 1712 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1449.29 ms [2021-04-04 19:39:12 main:574] : INFO : Epoch 1713 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1465.86 ms [2021-04-04 19:39:14 main:574] : INFO : Epoch 1714 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1543.57 ms [2021-04-04 19:39:15 main:574] : INFO : Epoch 1715 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1397.11 ms [2021-04-04 19:39:17 main:574] : INFO : Epoch 1716 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1454.97 ms [2021-04-04 19:39:18 main:574] : INFO : Epoch 1717 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1473.46 ms [2021-04-04 19:39:20 main:574] : INFO : Epoch 1718 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1551.55 ms [2021-04-04 19:39:21 main:574] : INFO : Epoch 1719 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1404.24 ms [2021-04-04 19:39:23 main:574] : INFO : Epoch 1720 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1468.51 ms [2021-04-04 19:39:24 main:574] : INFO : Epoch 1721 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1470.46 ms [2021-04-04 19:39:26 main:574] : INFO : Epoch 1722 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1394.19 ms [2021-04-04 19:39:27 main:574] : INFO : Epoch 1723 | loss: 0.0312505 | val_loss: 0.0312553 | Time: 1537.82 ms [2021-04-04 19:39:29 main:574] : INFO : Epoch 1724 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1464.81 ms [2021-04-04 19:39:30 main:574] : INFO : Epoch 1725 | loss: 0.031249 | val_loss: 0.03125 | Time: 1473.63 ms [2021-04-04 19:39:32 main:574] : INFO : Epoch 1726 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1397.21 ms [2021-04-04 19:39:33 main:574] : INFO : Epoch 1727 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1449.78 ms [2021-04-04 19:39:35 main:574] : INFO : Epoch 1728 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1568.66 ms [2021-04-04 19:39:36 main:574] : INFO : Epoch 1729 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1439.39 ms [2021-04-04 19:39:37 main:574] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1384.93 ms [2021-04-04 19:39:39 main:574] : INFO : Epoch 1731 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1461.53 ms [2021-04-04 19:39:41 main:574] : INFO : Epoch 1732 | loss: 0.0312493 | val_loss: 0.0312519 | Time: 1575.28 ms [2021-04-04 19:39:42 main:574] : INFO : Epoch 1733 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1424.63 ms [2021-04-04 19:39:43 main:574] : INFO : Epoch 1734 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1407.21 ms [2021-04-04 19:39:45 main:574] : INFO : Epoch 1735 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1464.49 ms [2021-04-04 19:39:46 main:574] : INFO : Epoch 1736 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1430.4 ms [2021-04-04 19:39:48 main:574] : INFO : Epoch 1737 | loss: 0.0312495 | val_loss: 0.0312536 | Time: 1504.64 ms [2021-04-04 19:39:49 main:574] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1443.96 ms [2021-04-04 19:39:51 main:574] : INFO : Epoch 1739 | loss: 0.031251 | val_loss: 0.0312532 | Time: 1475.69 ms [2021-04-04 19:39:52 main:574] : INFO : Epoch 1740 | loss: 0.0312526 | val_loss: 0.0312505 | Time: 1416.33 ms [2021-04-04 19:39:54 main:574] : INFO : Epoch 1741 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1494.37 ms [2021-04-04 19:39:55 main:574] : INFO : Epoch 1742 | loss: 0.0312495 | val_loss: 0.0312529 | Time: 1514.12 ms [2021-04-04 19:39:57 main:574] : INFO : Epoch 1743 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 1465.6 ms [2021-04-04 19:39:58 main:574] : INFO : Epoch 1744 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1432.76 ms [2021-04-04 19:40:00 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1421.53 ms [2021-04-04 19:40:11 main:574] : INFO : Epoch 1746 | loss: 0.0312499 | val_loss: 0.0312535 | Time: 11706.6 ms [2021-04-04 19:40:13 main:574] : INFO : Epoch 1747 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1452.13 ms [2021-04-04 19:40:14 main:574] : INFO : Epoch 1748 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1433.25 ms [2021-04-04 19:40:16 main:574] : INFO : Epoch 1749 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1422.19 ms [2021-04-04 19:40:17 main:574] : INFO : Epoch 1750 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1446.75 ms [2021-04-04 19:40:19 main:574] : INFO : Epoch 1751 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 1546.75 ms [2021-04-04 19:40:20 main:574] : INFO : Epoch 1752 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1425.09 ms [2021-04-04 19:40:22 main:574] : INFO : Epoch 1753 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1467.47 ms [2021-04-04 19:40:23 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1487 ms [2021-04-04 19:40:25 main:574] : INFO : Epoch 1755 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1577.68 ms [2021-04-04 19:40:26 main:574] : INFO : Epoch 1756 | loss: 0.0312499 | val_loss: 0.0312563 | Time: 1399.54 ms [2021-04-04 19:40:28 main:574] : INFO : Epoch 1757 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1430.78 ms [2021-04-04 19:40:29 main:574] : INFO : Epoch 1758 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1483.91 ms [2021-04-04 19:40:31 main:574] : INFO : Epoch 1759 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1427.15 ms [2021-04-04 19:40:32 main:574] : INFO : Epoch 1760 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1549.05 ms [2021-04-04 19:40:34 main:574] : INFO : Epoch 1761 | loss: 0.0312492 | val_loss: 0.0312524 | Time: 1451.83 ms [2021-04-04 19:40:35 main:574] : INFO : Epoch 1762 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1457.98 ms [2021-04-04 19:40:37 main:574] : INFO : Epoch 1763 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1406.99 ms [2021-04-04 19:40:38 main:574] : INFO : Epoch 1764 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1532.27 ms [2021-04-04 19:40:40 main:574] : INFO : Epoch 1765 | loss: 0.0312491 | val_loss: 0.031253 | Time: 1461.83 ms [2021-04-04 19:40:41 main:574] : INFO : Epoch 1766 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1476.02 ms [2021-04-04 19:40:42 main:574] : INFO : Epoch 1767 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 1394.37 ms [2021-04-04 19:40:44 main:574] : INFO : Epoch 1768 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1431.77 ms [2021-04-04 19:40:45 main:574] : INFO : Epoch 1769 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1569.02 ms [2021-04-04 19:40:47 main:574] : INFO : Epoch 1770 | loss: 0.0312497 | val_loss: 0.031253 | Time: 1452.24 ms [2021-04-04 19:40:48 main:574] : INFO : Epoch 1771 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1404.94 ms [2021-04-04 19:40:50 main:574] : INFO : Epoch 1772 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1462.48 ms [2021-04-04 19:40:51 main:574] : INFO : Epoch 1773 | loss: 0.0312497 | val_loss: 0.0312534 | Time: 1468.23 ms [2021-04-04 19:40:53 main:574] : INFO : Epoch 1774 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1535.92 ms [2021-04-04 19:40:54 main:574] : INFO : Epoch 1775 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1396.18 ms [2021-04-04 19:40:56 main:574] : INFO : Epoch 1776 | loss: 0.0312494 | val_loss: 0.0312535 | Time: 1466.04 ms [2021-04-04 19:40:57 main:574] : INFO : Epoch 1777 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1472.72 ms [2021-04-04 19:40:59 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1542.32 ms [2021-04-04 19:41:00 main:574] : INFO : Epoch 1779 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1423.93 ms [2021-04-04 19:41:02 main:574] : INFO : Epoch 1780 | loss: 0.0312484 | val_loss: 0.0312509 | Time: 1465.54 ms [2021-04-04 19:41:03 main:574] : INFO : Epoch 1781 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1469.37 ms [2021-04-04 19:41:05 main:574] : INFO : Epoch 1782 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1399.17 ms [2021-04-04 19:41:06 main:574] : INFO : Epoch 1783 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1551.35 ms [2021-04-04 19:41:08 main:574] : INFO : Epoch 1784 | loss: 0.0312515 | val_loss: 0.0312497 | Time: 1477.92 ms [2021-04-04 19:41:09 main:574] : INFO : Epoch 1785 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1448.04 ms [2021-04-04 19:41:11 main:574] : INFO : Epoch 1786 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1390.53 ms [2021-04-04 19:41:12 main:574] : INFO : Epoch 1787 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1549.81 ms [2021-04-04 19:41:14 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1459.71 ms [2021-04-04 19:41:15 main:574] : INFO : Epoch 1789 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1438.65 ms [2021-04-04 19:41:16 main:574] : INFO : Epoch 1790 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1393.23 ms [2021-04-04 19:41:18 main:574] : INFO : Epoch 1791 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 1456.67 ms [2021-04-04 19:41:19 main:574] : INFO : Epoch 1792 | loss: 0.0312512 | val_loss: 0.0312544 | Time: 1577.61 ms [2021-04-04 19:41:21 main:574] : INFO : Epoch 1793 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1443.94 ms [2021-04-04 19:41:22 main:574] : INFO : Epoch 1794 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1398.82 ms [2021-04-04 19:41:24 main:574] : INFO : Epoch 1795 | loss: 0.0312494 | val_loss: 0.0312525 | Time: 1481.07 ms [2021-04-04 19:41:25 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1450.5 ms [2021-04-04 19:41:27 main:574] : INFO : Epoch 1797 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1531.6 ms [2021-04-04 19:41:28 main:574] : INFO : Epoch 1798 | loss: 0.0312492 | val_loss: 0.0312552 | Time: 1425.46 ms [2021-04-04 19:41:30 main:574] : INFO : Epoch 1799 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1454.44 ms [2021-04-04 19:41:31 main:574] : INFO : Epoch 1800 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1449.85 ms [2021-04-04 19:41:33 main:574] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1489.82 ms [2021-04-04 19:41:34 main:574] : INFO : Epoch 1802 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1438.36 ms [2021-04-04 19:41:36 main:574] : INFO : Epoch 1803 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 1470.77 ms [2021-04-04 19:41:37 main:574] : INFO : Epoch 1804 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1405.76 ms [2021-04-04 19:41:39 main:574] : INFO : Epoch 1805 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1429.81 ms [2021-04-04 19:41:40 main:574] : INFO : Epoch 1806 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1594.87 ms [2021-04-04 19:41:42 main:574] : INFO : Epoch 1807 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 1471.1 ms [2021-04-04 19:41:43 main:574] : INFO : Epoch 1808 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1449.95 ms [2021-04-04 19:41:45 main:574] : INFO : Epoch 1809 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1409.43 ms [2021-04-04 19:41:46 main:574] : INFO : Epoch 1810 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1553.98 ms [2021-04-04 19:41:48 main:574] : INFO : Epoch 1811 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1448.54 ms [2021-04-04 19:41:49 main:574] : INFO : Epoch 1812 | loss: 0.0312485 | val_loss: 0.0312536 | Time: 1446.79 ms [2021-04-04 19:41:50 main:574] : INFO : Epoch 1813 | loss: 0.031251 | val_loss: 0.031252 | Time: 1427.2 ms [2021-04-04 19:41:52 main:574] : INFO : Epoch 1814 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1466.91 ms [2021-04-04 19:41:54 main:574] : INFO : Epoch 1815 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1544.2 ms [2021-04-04 19:41:55 main:574] : INFO : Epoch 1816 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1398.03 ms [2021-04-04 19:41:56 main:574] : INFO : Epoch 1817 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1442.27 ms [2021-04-04 19:41:58 main:574] : INFO : Epoch 1818 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1481.02 ms [2021-04-04 19:41:59 main:574] : INFO : Epoch 1819 | loss: 0.0312494 | val_loss: 0.0312537 | Time: 1433.6 ms [2021-04-04 19:42:01 main:574] : INFO : Epoch 1820 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1562.85 ms [2021-04-04 19:42:02 main:574] : INFO : Epoch 1821 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1457.82 ms [2021-04-04 19:42:04 main:574] : INFO : Epoch 1822 | loss: 0.0312486 | val_loss: 0.0312525 | Time: 1456.25 ms [2021-04-04 19:42:05 main:574] : INFO : Epoch 1823 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1420.64 ms [2021-04-04 19:42:07 main:574] : INFO : Epoch 1824 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1534.9 ms [2021-04-04 19:42:08 main:574] : INFO : Epoch 1825 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1451.43 ms [2021-04-04 19:42:10 main:574] : INFO : Epoch 1826 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1431.81 ms [2021-04-04 19:42:11 main:574] : INFO : Epoch 1827 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1430.86 ms [2021-04-04 19:42:13 main:574] : INFO : Epoch 1828 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1423.04 ms [2021-04-04 19:42:14 main:574] : INFO : Epoch 1829 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1574.18 ms [2021-04-04 19:42:16 main:574] : INFO : Epoch 1830 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1458.48 ms [2021-04-04 19:42:17 main:574] : INFO : Epoch 1831 | loss: 0.0312493 | val_loss: 0.0312529 | Time: 1424.86 ms [2021-04-04 19:42:19 main:574] : INFO : Epoch 1832 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1434.3 ms [2021-04-04 19:42:20 main:574] : INFO : Epoch 1833 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1572.54 ms [2021-04-04 19:42:22 main:574] : INFO : Epoch 1834 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 1418.27 ms [2021-04-04 19:42:23 main:574] : INFO : Epoch 1835 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1429.82 ms [2021-04-04 19:42:25 main:574] : INFO : Epoch 1836 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1437.49 ms [2021-04-04 19:42:26 main:574] : INFO : Epoch 1837 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1467.47 ms [2021-04-04 19:42:28 main:574] : INFO : Epoch 1838 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1511.09 ms [2021-04-04 19:42:29 main:574] : INFO : Epoch 1839 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 1446.43 ms [2021-04-04 19:42:30 main:574] : INFO : Epoch 1840 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1436.9 ms [2021-04-04 19:42:32 main:574] : INFO : Epoch 1841 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 1442.43 ms [2021-04-04 19:42:33 main:574] : INFO : Epoch 1842 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1412.84 ms [2021-04-04 19:42:35 main:574] : INFO : Epoch 1843 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1548.11 ms [2021-04-04 19:42:36 main:574] : INFO : Epoch 1844 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1447.85 ms [2021-04-04 19:42:38 main:574] : INFO : Epoch 1845 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1440.83 ms [2021-04-04 19:42:39 main:574] : INFO : Epoch 1846 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1420.44 ms [2021-04-04 19:42:41 main:574] : INFO : Epoch 1847 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1562.63 ms [2021-04-04 19:42:53 main:574] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 11635.1 ms [2021-04-04 19:42:54 main:574] : INFO : Epoch 1849 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1461.56 ms [2021-04-04 19:42:55 main:574] : INFO : Epoch 1850 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1394.94 ms [2021-04-04 19:42:57 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1458.16 ms [2021-04-04 19:42:58 main:574] : INFO : Epoch 1852 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 1562.93 ms [2021-04-04 19:43:00 main:574] : INFO : Epoch 1853 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1471.39 ms [2021-04-04 19:43:01 main:574] : INFO : Epoch 1854 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1408.2 ms [2021-04-04 19:43:03 main:574] : INFO : Epoch 1855 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1481.9 ms [2021-04-04 19:43:04 main:574] : INFO : Epoch 1856 | loss: 0.0312498 | val_loss: 0.0312602 | Time: 1579.26 ms [2021-04-04 19:43:06 main:574] : INFO : Epoch 1857 | loss: 0.0312612 | val_loss: 0.0312539 | Time: 1423.73 ms [2021-04-04 19:43:07 main:574] : INFO : Epoch 1858 | loss: 0.0312525 | val_loss: 0.031251 | Time: 1414.03 ms [2021-04-04 19:43:09 main:574] : INFO : Epoch 1859 | loss: 0.0312498 | val_loss: 0.0312544 | Time: 1467.13 ms [2021-04-04 19:43:10 main:574] : INFO : Epoch 1860 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1465.16 ms [2021-04-04 19:43:12 main:574] : INFO : Epoch 1861 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1532.7 ms [2021-04-04 19:43:13 main:574] : INFO : Epoch 1862 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1426.07 ms [2021-04-04 19:43:15 main:574] : INFO : Epoch 1863 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1451.48 ms [2021-04-04 19:43:16 main:574] : INFO : Epoch 1864 | loss: 0.03125 | val_loss: 0.0312551 | Time: 1456.56 ms [2021-04-04 19:43:18 main:574] : INFO : Epoch 1865 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 1539.7 ms [2021-04-04 19:43:19 main:574] : INFO : Epoch 1866 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1452.59 ms [2021-04-04 19:43:21 main:574] : INFO : Epoch 1867 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1442.63 ms [2021-04-04 19:43:22 main:574] : INFO : Epoch 1868 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1430.25 ms [2021-04-04 19:43:24 main:574] : INFO : Epoch 1869 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1406.79 ms [2021-04-04 19:43:25 main:574] : INFO : Epoch 1870 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1561.17 ms [2021-04-04 19:43:27 main:574] : INFO : Epoch 1871 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1439.69 ms [2021-04-04 19:43:28 main:574] : INFO : Epoch 1872 | loss: 0.0312483 | val_loss: 0.0312527 | Time: 1426 ms [2021-04-04 19:43:29 main:574] : INFO : Epoch 1873 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1424.57 ms [2021-04-04 19:43:31 main:574] : INFO : Epoch 1874 | loss: 0.0312493 | val_loss: 0.031252 | Time: 1457.79 ms [2021-04-04 19:43:33 main:574] : INFO : Epoch 1875 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1549.68 ms [2021-04-04 19:43:34 main:574] : INFO : Epoch 1876 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1427.85 ms [2021-04-04 19:43:35 main:574] : INFO : Epoch 1877 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 1429.46 ms [2021-04-04 19:43:37 main:574] : INFO : Epoch 1878 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1450.71 ms [2021-04-04 19:43:38 main:574] : INFO : Epoch 1879 | loss: 0.0312489 | val_loss: 0.0312516 | Time: 1589.18 ms [2021-04-04 19:43:40 main:574] : INFO : Epoch 1880 | loss: 0.031249 | val_loss: 0.03125 | Time: 1425.19 ms [2021-04-04 19:43:41 main:574] : INFO : Epoch 1881 | loss: 0.0312487 | val_loss: 0.0312544 | Time: 1478.5 ms [2021-04-04 19:43:43 main:574] : INFO : Epoch 1882 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1466.65 ms [2021-04-04 19:43:44 main:574] : INFO : Epoch 1883 | loss: 0.0312485 | val_loss: 0.0312509 | Time: 1419.38 ms [2021-04-04 19:43:46 main:574] : INFO : Epoch 1884 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1536.31 ms [2021-04-04 19:43:47 main:574] : INFO : Epoch 1885 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1481.93 ms [2021-04-04 19:43:49 main:574] : INFO : Epoch 1886 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1482.11 ms [2021-04-04 19:43:50 main:574] : INFO : Epoch 1887 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1412.77 ms [2021-04-04 19:43:52 main:574] : INFO : Epoch 1888 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1531.84 ms [2021-04-04 19:43:53 main:574] : INFO : Epoch 1889 | loss: 0.031249 | val_loss: 0.0312509 | Time: 1479.73 ms [2021-04-04 19:43:55 main:574] : INFO : Epoch 1890 | loss: 0.0312489 | val_loss: 0.0312542 | Time: 1453.69 ms [2021-04-04 19:43:56 main:574] : INFO : Epoch 1891 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1404.76 ms [2021-04-04 19:43:58 main:574] : INFO : Epoch 1892 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1435.49 ms [2021-04-04 19:43:59 main:574] : INFO : Epoch 1893 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1576.98 ms [2021-04-04 19:44:01 main:574] : INFO : Epoch 1894 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1475.44 ms [2021-04-04 19:44:02 main:574] : INFO : Epoch 1895 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1443.93 ms [2021-04-04 19:44:04 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312537 | Time: 1422.16 ms [2021-04-04 19:44:05 main:574] : INFO : Epoch 1897 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1537.55 ms [2021-04-04 19:44:07 main:574] : INFO : Epoch 1898 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1450.07 ms [2021-04-04 19:44:08 main:574] : INFO : Epoch 1899 | loss: 0.0312487 | val_loss: 0.0312521 | Time: 1459.54 ms [2021-04-04 19:44:10 main:574] : INFO : Epoch 1900 | loss: 0.0312521 | val_loss: 0.031254 | Time: 1442.75 ms [2021-04-04 19:44:11 main:574] : INFO : Epoch 1901 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1488.17 ms [2021-04-04 19:44:13 main:574] : INFO : Epoch 1902 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1512.47 ms [2021-04-04 19:44:14 main:574] : INFO : Epoch 1903 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1423.92 ms [2021-04-04 19:44:16 main:574] : INFO : Epoch 1904 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1441.74 ms [2021-04-04 19:44:17 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1467.81 ms [2021-04-04 19:44:18 main:574] : INFO : Epoch 1906 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1428.87 ms [2021-04-04 19:44:20 main:574] : INFO : Epoch 1907 | loss: 0.0312491 | val_loss: 0.031252 | Time: 1545.3 ms [2021-04-04 19:44:22 main:574] : INFO : Epoch 1908 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1455.88 ms [2021-04-04 19:44:23 main:574] : INFO : Epoch 1909 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1430.13 ms [2021-04-04 19:44:24 main:574] : INFO : Epoch 1910 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1429.12 ms [2021-04-04 19:44:26 main:574] : INFO : Epoch 1911 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1530.7 ms [2021-04-04 19:44:27 main:574] : INFO : Epoch 1912 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1436.01 ms [2021-04-04 19:44:29 main:574] : INFO : Epoch 1913 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1417.15 ms [2021-04-04 19:44:30 main:574] : INFO : Epoch 1914 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1422.24 ms [2021-04-04 19:44:32 main:574] : INFO : Epoch 1915 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1445.79 ms [2021-04-04 19:44:33 main:574] : INFO : Epoch 1916 | loss: 0.031249 | val_loss: 0.031251 | Time: 1596.03 ms [2021-04-04 19:44:35 main:574] : INFO : Epoch 1917 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1416.32 ms [2021-04-04 19:44:36 main:574] : INFO : Epoch 1918 | loss: 0.0312484 | val_loss: 0.0312502 | Time: 1442.01 ms [2021-04-04 19:44:38 main:574] : INFO : Epoch 1919 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1476.17 ms [2021-04-04 19:44:39 main:574] : INFO : Epoch 1920 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1586.97 ms [2021-04-04 19:44:41 main:574] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1403.13 ms [2021-04-04 19:44:42 main:574] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1443.19 ms [2021-04-04 19:44:44 main:574] : INFO : Epoch 1923 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1474.51 ms [2021-04-04 19:44:45 main:574] : INFO : Epoch 1924 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1435.91 ms [2021-04-04 19:44:47 main:574] : INFO : Epoch 1925 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1531.9 ms [2021-04-04 19:44:48 main:574] : INFO : Epoch 1926 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1453.04 ms [2021-04-04 19:44:50 main:574] : INFO : Epoch 1927 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1484.68 ms [2021-04-04 19:44:51 main:574] : INFO : Epoch 1928 | loss: 0.0312485 | val_loss: 0.0312517 | Time: 1507.88 ms [2021-04-04 19:44:53 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1407.54 ms [2021-04-04 19:44:54 main:574] : INFO : Epoch 1930 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1553.58 ms [2021-04-04 19:44:56 main:574] : INFO : Epoch 1931 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 1468.36 ms [2021-04-04 19:44:57 main:574] : INFO : Epoch 1932 | loss: 0.0312497 | val_loss: 0.0312526 | Time: 1437.42 ms [2021-04-04 19:44:59 main:574] : INFO : Epoch 1933 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1392.66 ms [2021-04-04 19:45:00 main:574] : INFO : Epoch 1934 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1596.21 ms [2021-04-04 19:45:02 main:574] : INFO : Epoch 1935 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1474.18 ms [2021-04-04 19:45:03 main:574] : INFO : Epoch 1936 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1437.9 ms [2021-04-04 19:45:05 main:574] : INFO : Epoch 1937 | loss: 0.0312484 | val_loss: 0.0312563 | Time: 1421.25 ms [2021-04-04 19:45:06 main:574] : INFO : Epoch 1938 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1590.35 ms [2021-04-04 19:45:08 main:574] : INFO : Epoch 1939 | loss: 0.0312486 | val_loss: 0.0312544 | Time: 1543.5 ms [2021-04-04 19:45:09 main:574] : INFO : Epoch 1940 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1417.52 ms [2021-04-04 19:45:11 main:574] : INFO : Epoch 1941 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1421.97 ms [2021-04-04 19:45:12 main:574] : INFO : Epoch 1942 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1469.54 ms [2021-04-04 19:45:14 main:574] : INFO : Epoch 1943 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1580.25 ms [2021-04-04 19:45:15 main:574] : INFO : Epoch 1944 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1390.86 ms [2021-04-04 19:45:17 main:574] : INFO : Epoch 1945 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1430.74 ms [2021-04-04 19:45:18 main:574] : INFO : Epoch 1946 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1466.21 ms [2021-04-04 19:45:19 main:574] : INFO : Epoch 1947 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1408.95 ms [2021-04-04 19:45:21 main:574] : INFO : Epoch 1948 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 1522.57 ms [2021-04-04 19:45:22 main:574] : INFO : Epoch 1949 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1451 ms [2021-04-04 19:45:24 main:574] : INFO : Epoch 1950 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1439.67 ms [2021-04-04 19:45:25 main:574] : INFO : Epoch 1951 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1413.73 ms [2021-04-04 19:45:27 main:574] : INFO : Epoch 1952 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1415.28 ms [2021-04-04 19:45:28 main:574] : INFO : Epoch 1953 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 1562.3 ms [2021-04-04 19:45:30 main:574] : INFO : Epoch 1954 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1434.05 ms [2021-04-04 19:45:31 main:574] : INFO : Epoch 1955 | loss: 0.03125 | val_loss: 0.03125 | Time: 1421.86 ms [2021-04-04 19:45:33 main:574] : INFO : Epoch 1956 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1457.91 ms [2021-04-04 19:45:34 main:574] : INFO : Epoch 1957 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1575.62 ms [2021-04-04 19:45:36 main:574] : INFO : Epoch 1958 | loss: 0.0312485 | val_loss: 0.0312514 | Time: 1440.42 ms [2021-04-04 19:45:37 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1413.99 ms [2021-04-04 19:45:39 main:574] : INFO : Epoch 1960 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1469.78 ms [2021-04-04 19:45:40 main:574] : INFO : Epoch 1961 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 1481.6 ms [2021-04-04 19:45:42 main:574] : INFO : Epoch 1962 | loss: 0.0312517 | val_loss: 0.0312532 | Time: 1506.74 ms [2021-04-04 19:45:43 main:574] : INFO : Epoch 1963 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1392.29 ms [2021-04-04 19:45:45 main:574] : INFO : Epoch 1964 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1467.62 ms [2021-04-04 19:45:46 main:574] : INFO : Epoch 1965 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1457.47 ms [2021-04-04 19:45:48 main:574] : INFO : Epoch 1966 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 1530.58 ms [2021-04-04 19:45:49 main:574] : INFO : Epoch 1967 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1399.93 ms [2021-04-04 19:45:51 main:574] : INFO : Epoch 1968 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1467.96 ms [2021-04-04 19:45:52 main:574] : INFO : Epoch 1969 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1500.93 ms [2021-04-04 19:45:53 main:574] : INFO : Epoch 1970 | loss: 0.0312489 | val_loss: 0.0312529 | Time: 1391.81 ms [2021-04-04 19:45:55 main:574] : INFO : Epoch 1971 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1526.49 ms [2021-04-04 19:45:57 main:574] : INFO : Epoch 1972 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1474.48 ms [2021-04-04 19:45:58 main:574] : INFO : Epoch 1973 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 1431.63 ms [2021-04-04 19:45:59 main:574] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1399.4 ms [2021-04-04 19:46:01 main:574] : INFO : Epoch 1975 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1533.14 ms [2021-04-04 19:46:02 main:574] : INFO : Epoch 1976 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1478.65 ms [2021-04-04 19:46:04 main:574] : INFO : Epoch 1977 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1440.49 ms [2021-04-04 19:46:05 main:574] : INFO : Epoch 1978 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1384.97 ms [2021-04-04 19:46:07 main:574] : INFO : Epoch 1979 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1448.15 ms [2021-04-04 19:46:08 main:574] : INFO : Epoch 1980 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1563.57 ms [2021-04-04 19:46:10 main:574] : INFO : Epoch 1981 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1406.53 ms [2021-04-04 19:46:11 main:574] : INFO : Epoch 1982 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1427.36 ms [2021-04-04 19:46:13 main:574] : INFO : Epoch 1983 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1481.29 ms [2021-04-04 19:46:14 main:574] : INFO : Epoch 1984 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1428.02 ms [2021-04-04 19:46:16 main:574] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1521.32 ms [2021-04-04 19:46:17 main:574] : INFO : Epoch 1986 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1431.33 ms [2021-04-04 19:46:19 main:574] : INFO : Epoch 1987 | loss: 0.0312491 | val_loss: 0.0312519 | Time: 1469.67 ms [2021-04-04 19:46:20 main:574] : INFO : Epoch 1988 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1428.07 ms [2021-04-04 19:46:22 main:574] : INFO : Epoch 1989 | loss: 0.0312485 | val_loss: 0.0312511 | Time: 1526.66 ms [2021-04-04 19:46:23 main:574] : INFO : Epoch 1990 | loss: 0.031248 | val_loss: 0.03125 | Time: 1453.03 ms [2021-04-04 19:46:25 main:574] : INFO : Epoch 1991 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 1471.21 ms [2021-04-04 19:46:26 main:574] : INFO : Epoch 1992 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 1411.18 ms [2021-04-04 19:46:27 main:574] : INFO : Epoch 1993 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1432.54 ms [2021-04-04 19:46:29 main:574] : INFO : Epoch 1994 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1572.53 ms [2021-04-04 19:46:31 main:574] : INFO : Epoch 1995 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1483.03 ms [2021-04-04 19:46:32 main:574] : INFO : Epoch 1996 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1395.63 ms [2021-04-04 19:46:33 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1428.91 ms [2021-04-04 19:46:35 main:574] : INFO : Epoch 1998 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1483.06 ms [2021-04-04 19:46:36 main:574] : INFO : Epoch 1999 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1543.25 ms [2021-04-04 19:46:38 main:574] : INFO : Epoch 2000 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1398.19 ms [2021-04-04 19:46:39 main:574] : INFO : Epoch 2001 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1444.61 ms [2021-04-04 19:46:41 main:574] : INFO : Epoch 2002 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1505.66 ms [2021-04-04 19:46:42 main:574] : INFO : Epoch 2003 | loss: 0.0312486 | val_loss: 0.0312516 | Time: 1560.45 ms [2021-04-04 19:46:44 main:574] : INFO : Epoch 2004 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1394.52 ms [2021-04-04 19:46:45 main:574] : INFO : Epoch 2005 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1445.38 ms [2021-04-04 19:46:47 main:574] : INFO : Epoch 2006 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 1473.73 ms [2021-04-04 19:46:48 main:574] : INFO : Epoch 2007 | loss: 0.0312479 | val_loss: 0.03125 | Time: 1404.62 ms [2021-04-04 19:46:50 main:574] : INFO : Epoch 2008 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1549.78 ms [2021-04-04 19:46:51 main:574] : INFO : Epoch 2009 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1477.69 ms [2021-04-04 19:46:53 main:574] : INFO : Epoch 2010 | loss: 0.0312485 | val_loss: 0.0312505 | Time: 1504.43 ms [2021-04-04 19:46:54 main:574] : INFO : Epoch 2011 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1405.65 ms [2021-04-04 19:46:56 main:574] : INFO : Epoch 2012 | loss: 0.0312495 | val_loss: 0.031252 | Time: 1524.95 ms [2021-04-04 19:46:57 main:574] : INFO : Epoch 2013 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1476.18 ms [2021-04-04 19:46:59 main:574] : INFO : Epoch 2014 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1460.36 ms [2021-04-04 19:47:00 main:574] : INFO : Epoch 2015 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1448.85 ms [2021-04-04 19:47:02 main:574] : INFO : Epoch 2016 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 1446.57 ms [2021-04-04 19:47:03 main:574] : INFO : Epoch 2017 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1588.35 ms [2021-04-04 19:47:05 main:574] : INFO : Epoch 2018 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1438.3 ms [2021-04-04 19:47:06 main:574] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1432.38 ms [2021-04-04 19:47:08 main:574] : INFO : Epoch 2020 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1431.55 ms [2021-04-04 19:47:09 main:574] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1583.89 ms [2021-04-04 19:47:11 main:574] : INFO : Epoch 2022 | loss: 0.0312487 | val_loss: 0.0312514 | Time: 1419.79 ms [2021-04-04 19:47:12 main:574] : INFO : Epoch 2023 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1412.48 ms [2021-04-04 19:47:13 main:574] : INFO : Epoch 2024 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1442.77 ms [2021-04-04 19:47:15 main:574] : INFO : Epoch 2025 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1470.69 ms [2021-04-04 19:47:16 main:574] : INFO : Epoch 2026 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1549.58 ms [2021-04-04 19:47:18 main:574] : INFO : Epoch 2027 | loss: 0.0312485 | val_loss: 0.0312508 | Time: 1423.75 ms [2021-04-04 19:47:19 main:574] : INFO : Epoch 2028 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1479.14 ms [2021-04-04 19:47:21 main:574] : INFO : Epoch 2029 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1434.98 ms [2021-04-04 19:47:22 main:574] : INFO : Epoch 2030 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1426.26 ms [2021-04-04 19:47:24 main:574] : INFO : Epoch 2031 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 1549.84 ms [2021-04-04 19:47:25 main:574] : INFO : Epoch 2032 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1481.4 ms [2021-04-04 19:47:27 main:574] : INFO : Epoch 2033 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1424.71 ms [2021-04-04 19:47:28 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 1449.93 ms [2021-04-04 19:47:30 main:574] : INFO : Epoch 2035 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1628.1 ms [2021-04-04 19:47:31 main:574] : INFO : Epoch 2036 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1480.2 ms [2021-04-04 19:47:33 main:574] : INFO : Epoch 2037 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 1438.14 ms [2021-04-04 19:47:34 main:574] : INFO : Epoch 2038 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1407.85 ms [2021-04-04 19:47:36 main:574] : INFO : Epoch 2039 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 1486.46 ms [2021-04-04 19:47:37 main:574] : INFO : Epoch 2040 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 1581.12 ms [2021-04-04 19:47:39 main:574] : INFO : Epoch 2041 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1426.53 ms [2021-04-04 19:47:40 main:574] : INFO : Epoch 2042 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1454.41 ms [2021-04-04 19:47:42 main:574] : INFO : Epoch 2043 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1452.36 ms [2021-04-04 19:47:43 main:574] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312543 | Time: 1392.2 ms [2021-04-04 19:47:44 main:574] : INFO : Epoch 2045 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1151.43 ms [2021-04-04 19:47:46 main:574] : INFO : Epoch 2046 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1158.09 ms [2021-04-04 19:47:47 main:574] : INFO : Epoch 2047 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1151.44 ms [2021-04-04 19:47:48 main:574] : INFO : Epoch 2048 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1145.62 ms [2021-04-04 19:47:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312494 [2021-04-04 19:47:48 main:603] : INFO : Saving end state to config to file [2021-04-04 19:47:48 main:608] : INFO : Success, exiting.. 19:47:48 (34476): 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)