Task 7622452
| Name | ParityModified-1631729274-10483-2_0 |
| Workunit | 5276173 |
| Created | 27 Sep 2021, 4:43:41 UTC |
| Sent | 7 Oct 2021, 1:02:52 UTC |
| Report deadline | 14 Oct 2021, 1:02:52 UTC |
| Received | 7 Oct 2021, 14:20:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 3 sec |
| CPU time | 49 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> Time: 1466.42 ms [2021-10-07 10:07:33 main:581] : INFO : Epoch 1538 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 1462.26 ms [2021-10-07 10:07:35 main:581] : INFO : Epoch 1539 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1449.41 ms [2021-10-07 10:07:36 main:581] : INFO : Epoch 1540 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1451.87 ms [2021-10-07 10:07:38 main:581] : INFO : Epoch 1541 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1456.08 ms [2021-10-07 10:07:39 main:581] : INFO : Epoch 1542 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1436.95 ms [2021-10-07 10:07:40 main:581] : INFO : Epoch 1543 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1466.31 ms [2021-10-07 10:07:42 main:581] : INFO : Epoch 1544 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 1465.31 ms [2021-10-07 10:07:43 main:581] : INFO : Epoch 1545 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 1444.16 ms [2021-10-07 10:07:45 main:581] : INFO : Epoch 1546 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1457.65 ms [2021-10-07 10:07:46 main:581] : INFO : Epoch 1547 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1464.5 ms [2021-10-07 10:07:48 main:581] : INFO : Epoch 1548 | loss: 0.031251 | val_loss: 0.03125 | Time: 1460.59 ms [2021-10-07 10:07:49 main:581] : INFO : Epoch 1549 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1467.69 ms [2021-10-07 10:07:51 main:581] : INFO : Epoch 1550 | loss: 0.0312531 | val_loss: 0.0312525 | Time: 1447.92 ms [2021-10-07 10:07:52 main:581] : INFO : Epoch 1551 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1441.82 ms [2021-10-07 10:07:54 main:581] : INFO : Epoch 1552 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1471.09 ms [2021-10-07 10:07:55 main:581] : INFO : Epoch 1553 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1465.34 ms [2021-10-07 10:07:57 main:581] : INFO : Epoch 1554 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1464.25 ms [2021-10-07 10:07:58 main:581] : INFO : Epoch 1555 | loss: 0.031252 | val_loss: 0.0312508 | Time: 1447.71 ms [2021-10-07 10:07:59 main:581] : INFO : Epoch 1556 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1459.78 ms [2021-10-07 10:08:01 main:581] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1482.31 ms [2021-10-07 10:08:02 main:581] : INFO : Epoch 1558 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1450.09 ms [2021-10-07 10:08:04 main:581] : INFO : Epoch 1559 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1448.28 ms [2021-10-07 10:08:05 main:581] : INFO : Epoch 1560 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1452.21 ms [2021-10-07 10:08:07 main:581] : INFO : Epoch 1561 | loss: 0.0312513 | val_loss: 0.0312524 | Time: 1444.3 ms [2021-10-07 10:08:08 main:581] : INFO : Epoch 1562 | loss: 0.0312507 | val_loss: 0.0312524 | Time: 1435.53 ms [2021-10-07 10:08:10 main:581] : INFO : Epoch 1563 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1431.34 ms [2021-10-07 10:08:11 main:581] : INFO : Epoch 1564 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1498.72 ms [2021-10-07 10:08:13 main:581] : INFO : Epoch 1565 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1480.24 ms [2021-10-07 10:08:14 main:581] : INFO : Epoch 1566 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 1483.85 ms [2021-10-07 10:08:15 main:581] : INFO : Epoch 1567 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1452.06 ms [2021-10-07 10:08:17 main:581] : INFO : Epoch 1568 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1454.83 ms [2021-10-07 10:08:18 main:581] : INFO : Epoch 1569 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1494.87 ms [2021-10-07 10:08:20 main:581] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1461.85 ms [2021-10-07 10:08:21 main:581] : INFO : Epoch 1571 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1458.16 ms [2021-10-07 10:08:23 main:581] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1436.76 ms [2021-10-07 10:08:24 main:581] : INFO : Epoch 1573 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1460.79 ms [2021-10-07 10:08:26 main:581] : INFO : Epoch 1574 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 1469.7 ms [2021-10-07 10:08:27 main:581] : INFO : Epoch 1575 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1441.19 ms [2021-10-07 10:08:29 main:581] : INFO : Epoch 1576 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1436.53 ms [2021-10-07 10:08:30 main:581] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1458.09 ms [2021-10-07 10:08:32 main:581] : INFO : Epoch 1578 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1460.56 ms [2021-10-07 10:08:33 main:581] : INFO : Epoch 1579 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1477.32 ms [2021-10-07 10:08:34 main:581] : INFO : Epoch 1580 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1467.1 ms [2021-10-07 10:08:36 main:581] : INFO : Epoch 1581 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1440.65 ms [2021-10-07 10:08:37 main:581] : INFO : Epoch 1582 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1469.4 ms [2021-10-07 10:08:39 main:581] : INFO : Epoch 1583 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1443.8 ms [2021-10-07 10:08:40 main:581] : INFO : Epoch 1584 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 1446.33 ms [2021-10-07 10:08:42 main:581] : INFO : Epoch 1585 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1470.39 ms [2021-10-07 10:08:43 main:581] : INFO : Epoch 1586 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1469.07 ms [2021-10-07 10:08:45 main:581] : INFO : Epoch 1587 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1482.52 ms [2021-10-07 10:08:46 main:581] : INFO : Epoch 1588 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1455.2 ms [2021-10-07 10:08:48 main:581] : INFO : Epoch 1589 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1455.44 ms [2021-10-07 10:08:49 main:581] : INFO : Epoch 1590 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1461 ms [2021-10-07 10:08:50 main:581] : INFO : Epoch 1591 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1444.94 ms [2021-10-07 10:08:52 main:581] : INFO : Epoch 1592 | loss: 0.0312509 | val_loss: 0.0312541 | Time: 1468.06 ms [2021-10-07 10:08:53 main:581] : INFO : Epoch 1593 | loss: 0.0312523 | val_loss: 0.0312533 | Time: 1445.16 ms [2021-10-07 10:08:55 main:581] : INFO : Epoch 1594 | loss: 0.0312524 | val_loss: 0.0312548 | Time: 1459.22 ms [2021-10-07 10:08:56 main:581] : INFO : Epoch 1595 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1458.94 ms [2021-10-07 10:08:58 main:581] : INFO : Epoch 1596 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1466.51 ms [2021-10-07 10:08:59 main:581] : INFO : Epoch 1597 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1453.65 ms [2021-10-07 10:09:01 main:581] : INFO : Epoch 1598 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1481.7 ms [2021-10-07 10:09:02 main:581] : INFO : Epoch 1599 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1452.47 ms [2021-10-07 10:09:04 main:581] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.0312545 | Time: 1438.43 ms [2021-10-07 10:09:05 main:581] : INFO : Epoch 1601 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1474.19 ms [2021-10-07 10:09:07 main:581] : INFO : Epoch 1602 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1454.81 ms [2021-10-07 10:09:08 main:581] : INFO : Epoch 1603 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1444.11 ms [2021-10-07 10:09:09 main:581] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.031253 | Time: 1448.27 ms [2021-10-07 10:09:11 main:581] : INFO : Epoch 1605 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1455.12 ms [2021-10-07 10:09:12 main:581] : INFO : Epoch 1606 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1444.01 ms [2021-10-07 10:09:14 main:581] : INFO : Epoch 1607 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1454.19 ms [2021-10-07 10:09:15 main:581] : INFO : Epoch 1608 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1438.57 ms [2021-10-07 10:09:17 main:581] : INFO : Epoch 1609 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1456.89 ms [2021-10-07 10:09:18 main:581] : INFO : Epoch 1610 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1460.71 ms [2021-10-07 10:09:20 main:581] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1447.22 ms [2021-10-07 10:09:21 main:581] : INFO : Epoch 1612 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1457.15 ms [2021-10-07 10:09:23 main:581] : INFO : Epoch 1613 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1464.61 ms [2021-10-07 10:09:24 main:581] : INFO : Epoch 1614 | loss: 0.0312501 | val_loss: 0.0312529 | Time: 1452.61 ms [2021-10-07 10:09:25 main:581] : INFO : Epoch 1615 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1448.05 ms [2021-10-07 10:09:27 main:581] : INFO : Epoch 1616 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1450.26 ms [2021-10-07 10:09:28 main:581] : INFO : Epoch 1617 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1469.54 ms [2021-10-07 10:09:30 main:581] : INFO : Epoch 1618 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1461.15 ms [2021-10-07 10:09:31 main:581] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1446.91 ms [2021-10-07 10:09:33 main:581] : INFO : Epoch 1620 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1453.15 ms [2021-10-07 10:09:34 main:581] : INFO : Epoch 1621 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1465.94 ms [2021-10-07 10:09:36 main:581] : INFO : Epoch 1622 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1439.17 ms [2021-10-07 10:09:37 main:581] : INFO : Epoch 1623 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1461.68 ms [2021-10-07 10:09:39 main:581] : INFO : Epoch 1624 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1447.52 ms [2021-10-07 10:09:40 main:581] : INFO : Epoch 1625 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1467.37 ms [2021-10-07 10:09:41 main:581] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.03125 | Time: 1453.4 ms [2021-10-07 10:09:43 main:581] : INFO : Epoch 1627 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1480.2 ms [2021-10-07 10:09:44 main:581] : INFO : Epoch 1628 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1443.99 ms [2021-10-07 10:09:46 main:581] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1446.71 ms [2021-10-07 10:09:47 main:581] : INFO : Epoch 1630 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1463.41 ms [2021-10-07 10:09:49 main:581] : INFO : Epoch 1631 | loss: 0.031252 | val_loss: 0.03125 | Time: 1549.97 ms [2021-10-07 10:09:50 main:581] : INFO : Epoch 1632 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1451.98 ms [2021-10-07 10:09:52 main:581] : INFO : Epoch 1633 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1461.01 ms [2021-10-07 10:09:53 main:581] : INFO : Epoch 1634 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1457.8 ms [2021-10-07 10:09:55 main:581] : INFO : Epoch 1635 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1490.63 ms [2021-10-07 10:09:56 main:581] : INFO : Epoch 1636 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1457.47 ms [2021-10-07 10:09:58 main:581] : INFO : Epoch 1637 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1480.31 ms [2021-10-07 10:09:59 main:581] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1474.94 ms [2021-10-07 10:10:01 main:581] : INFO : Epoch 1639 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1466.89 ms [2021-10-07 10:10:02 main:581] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1463.71 ms [2021-10-07 10:10:04 main:581] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1476.68 ms [2021-10-07 10:10:05 main:581] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1456.82 ms [2021-10-07 10:10:06 main:581] : INFO : Epoch 1643 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1464.07 ms [2021-10-07 10:10:08 main:581] : INFO : Epoch 1644 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1449.49 ms [2021-10-07 10:10:09 main:581] : INFO : Epoch 1645 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1439.64 ms [2021-10-07 10:10:11 main:581] : INFO : Epoch 1646 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1451.57 ms [2021-10-07 10:10:12 main:581] : INFO : Epoch 1647 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1460.3 ms [2021-10-07 10:10:14 main:581] : INFO : Epoch 1648 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1485.84 ms [2021-10-07 10:10:15 main:581] : INFO : Epoch 1649 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1454.19 ms [2021-10-07 10:10:17 main:581] : INFO : Epoch 1650 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1450.2 ms [2021-10-07 10:10:18 main:581] : INFO : Epoch 1651 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1449.89 ms [2021-10-07 10:10:20 main:581] : INFO : Epoch 1652 | loss: 0.0312504 | val_loss: 0.031252 | Time: 1449.83 ms [2021-10-07 10:10:21 main:581] : INFO : Epoch 1653 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1465.77 ms [2021-10-07 10:10:22 main:581] : INFO : Epoch 1654 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1437.13 ms [2021-10-07 10:10:24 main:581] : INFO : Epoch 1655 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1453.67 ms [2021-10-07 10:10:25 main:581] : INFO : Epoch 1656 | loss: 0.0312492 | val_loss: 0.0312515 | Time: 1411.45 ms [2021-10-07 10:10:27 main:581] : INFO : Epoch 1657 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1437.46 ms [2021-10-07 10:10:28 main:581] : INFO : Epoch 1658 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1428.36 ms [2021-10-07 10:10:30 main:581] : INFO : Epoch 1659 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1446.02 ms [2021-10-07 10:10:31 main:581] : INFO : Epoch 1660 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1461.67 ms [2021-10-07 10:10:33 main:581] : INFO : Epoch 1661 | loss: 0.0312494 | val_loss: 0.031255 | Time: 1493.45 ms [2021-10-07 10:10:34 main:581] : INFO : Epoch 1662 | loss: 0.0312514 | val_loss: 0.0312541 | Time: 1450.02 ms [2021-10-07 10:10:35 main:581] : INFO : Epoch 1663 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 1469.97 ms [2021-10-07 10:10:37 main:581] : INFO : Epoch 1664 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1445.06 ms [2021-10-07 10:10:38 main:581] : INFO : Epoch 1665 | loss: 0.0312512 | val_loss: 0.0312569 | Time: 1449.63 ms [2021-10-07 10:10:40 main:581] : INFO : Epoch 1666 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1438.06 ms [2021-10-07 10:10:41 main:581] : INFO : Epoch 1667 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1458.58 ms [2021-10-07 10:10:43 main:581] : INFO : Epoch 1668 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1461.67 ms [2021-10-07 10:10:44 main:581] : INFO : Epoch 1669 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1439.13 ms [2021-10-07 10:10:46 main:581] : INFO : Epoch 1670 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1447.13 ms [2021-10-07 10:10:47 main:581] : INFO : Epoch 1671 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1438.03 ms [2021-10-07 10:10:49 main:581] : INFO : Epoch 1672 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1473.67 ms [2021-10-07 10:10:50 main:581] : INFO : Epoch 1673 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1442.92 ms [2021-10-07 10:10:51 main:581] : INFO : Epoch 1674 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1483.02 ms [2021-10-07 10:10:53 main:581] : INFO : Epoch 1675 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1492.03 ms [2021-10-07 10:10:54 main:581] : INFO : Epoch 1676 | loss: 0.0312496 | val_loss: 0.0312539 | Time: 1429.8 ms [2021-10-07 10:10:56 main:581] : INFO : Epoch 1677 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 1471.63 ms [2021-10-07 10:10:57 main:581] : INFO : Epoch 1678 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1453.24 ms [2021-10-07 10:10:59 main:581] : INFO : Epoch 1679 | loss: 0.0312516 | val_loss: 0.0312488 | Time: 1439.39 ms [2021-10-07 10:11:00 main:581] : INFO : Epoch 1680 | loss: 0.031255 | val_loss: 0.0312491 | Time: 1450.31 ms [2021-10-07 10:11:02 main:581] : INFO : Epoch 1681 | loss: 0.0312573 | val_loss: 0.0312522 | Time: 1452.21 ms [2021-10-07 10:11:03 main:581] : INFO : Epoch 1682 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1440.73 ms [2021-10-07 10:11:05 main:581] : INFO : Epoch 1683 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1483.49 ms [2021-10-07 10:11:06 main:581] : INFO : Epoch 1684 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1458.72 ms [2021-10-07 10:11:07 main:581] : INFO : Epoch 1685 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1458.97 ms [2021-10-07 10:11:09 main:581] : INFO : Epoch 1686 | loss: 0.0312502 | val_loss: 0.0312544 | Time: 1460.1 ms [2021-10-07 10:11:10 main:581] : INFO : Epoch 1687 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1461.72 ms [2021-10-07 10:11:12 main:581] : INFO : Epoch 1688 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1459.82 ms [2021-10-07 10:11:13 main:581] : INFO : Epoch 1689 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1497.68 ms [2021-10-07 10:11:15 main:581] : INFO : Epoch 1690 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1454.29 ms [2021-10-07 10:11:16 main:581] : INFO : Epoch 1691 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 1461.82 ms [2021-10-07 10:11:18 main:581] : INFO : Epoch 1692 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1435.19 ms [2021-10-07 10:11:19 main:581] : INFO : Epoch 1693 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1452.3 ms [2021-10-07 10:11:21 main:581] : INFO : Epoch 1694 | loss: 0.0312473 | val_loss: 0.0312504 | Time: 1475.61 ms [2021-10-07 10:11:22 main:581] : INFO : Epoch 1695 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1449.52 ms [2021-10-07 10:11:24 main:581] : INFO : Epoch 1696 | loss: 0.0312517 | val_loss: 0.0312528 | Time: 1484.66 ms [2021-10-07 10:11:25 main:581] : INFO : Epoch 1697 | loss: 0.0312493 | val_loss: 0.0312601 | Time: 1484.98 ms [2021-10-07 10:11:27 main:581] : INFO : Epoch 1698 | loss: 0.031247 | val_loss: 0.0312476 | Time: 1478.93 ms [2021-10-07 10:11:28 main:581] : INFO : Epoch 1699 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 1449.17 ms [2021-10-07 10:11:29 main:581] : INFO : Epoch 1700 | loss: 0.0312594 | val_loss: 0.0312558 | Time: 1453.74 ms [2021-10-07 10:11:31 main:581] : INFO : Epoch 1701 | loss: 0.0312492 | val_loss: 0.0312457 | Time: 1457 ms [2021-10-07 10:11:32 main:581] : INFO : Epoch 1702 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1446.32 ms [2021-10-07 10:11:34 main:581] : INFO : Epoch 1703 | loss: 0.0312471 | val_loss: 0.031245 | Time: 1446.38 ms [2021-10-07 10:11:35 main:581] : INFO : Epoch 1704 | loss: 0.0312506 | val_loss: 0.0312614 | Time: 1444.49 ms [2021-10-07 10:11:37 main:581] : INFO : Epoch 1705 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1454.02 ms [2021-10-07 10:11:38 main:581] : INFO : Epoch 1706 | loss: 0.0312492 | val_loss: 0.0312462 | Time: 1458.38 ms [2021-10-07 10:11:40 main:581] : INFO : Epoch 1707 | loss: 0.0312454 | val_loss: 0.0312543 | Time: 1450.51 ms [2021-10-07 10:11:41 main:581] : INFO : Epoch 1708 | loss: 0.0312473 | val_loss: 0.0312553 | Time: 1445.18 ms [2021-10-07 10:11:43 main:581] : INFO : Epoch 1709 | loss: 0.031248 | val_loss: 0.0312442 | Time: 1448.99 ms [2021-10-07 10:11:44 main:581] : INFO : Epoch 1710 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 1446.06 ms [2021-10-07 10:11:45 main:581] : INFO : Epoch 1711 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 1444.5 ms [2021-10-07 10:11:47 main:581] : INFO : Epoch 1712 | loss: 0.0312462 | val_loss: 0.0312429 | Time: 1463.64 ms [2021-10-07 10:11:48 main:581] : INFO : Epoch 1713 | loss: 0.0312504 | val_loss: 0.0312555 | Time: 1610.6 ms [2021-10-07 10:11:50 main:581] : INFO : Epoch 1714 | loss: 0.0312465 | val_loss: 0.0312483 | Time: 1665.16 ms [2021-10-07 10:11:52 main:581] : INFO : Epoch 1715 | loss: 0.0312416 | val_loss: 0.0312449 | Time: 1630.17 ms [2021-10-07 10:11:53 main:581] : INFO : Epoch 1716 | loss: 0.0312493 | val_loss: 0.0312434 | Time: 1444.96 ms [2021-10-07 10:11:55 main:581] : INFO : Epoch 1717 | loss: 0.0312443 | val_loss: 0.0312424 | Time: 1469.56 ms [2021-10-07 10:11:56 main:581] : INFO : Epoch 1718 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 1453.1 ms [2021-10-07 10:11:58 main:581] : INFO : Epoch 1719 | loss: 0.0312392 | val_loss: 0.0312405 | Time: 1453.94 ms [2021-10-07 10:11:59 main:581] : INFO : Epoch 1720 | loss: 0.031248 | val_loss: 0.0312708 | Time: 1483.9 ms [2021-10-07 10:12:01 main:581] : INFO : Epoch 1721 | loss: 0.0312493 | val_loss: 0.0312462 | Time: 1471.49 ms [2021-10-07 10:12:02 main:581] : INFO : Epoch 1722 | loss: 0.0312421 | val_loss: 0.0312481 | Time: 1474.36 ms [2021-10-07 10:12:03 main:581] : INFO : Epoch 1723 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 1461.03 ms [2021-10-07 10:12:05 main:581] : INFO : Epoch 1724 | loss: 0.031244 | val_loss: 0.0312402 | Time: 1492.19 ms [2021-10-07 10:12:06 main:581] : INFO : Epoch 1725 | loss: 0.0312397 | val_loss: 0.0312367 | Time: 1456.38 ms [2021-10-07 10:12:08 main:581] : INFO : Epoch 1726 | loss: 0.0312424 | val_loss: 0.0312375 | Time: 1445.64 ms [2021-10-07 10:12:09 main:581] : INFO : Epoch 1727 | loss: 0.0312378 | val_loss: 0.0312405 | Time: 1452.35 ms [2021-10-07 10:12:11 main:581] : INFO : Epoch 1728 | loss: 0.031236 | val_loss: 0.0312399 | Time: 1451.24 ms [2021-10-07 10:12:12 main:581] : INFO : Epoch 1729 | loss: 0.0312727 | val_loss: 0.031281 | Time: 1444.13 ms [2021-10-07 10:12:14 main:581] : INFO : Epoch 1730 | loss: 0.0312629 | val_loss: 0.0312491 | Time: 1443.33 ms [2021-10-07 10:12:15 main:581] : INFO : Epoch 1731 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 1465.99 ms [2021-10-07 10:12:17 main:581] : INFO : Epoch 1732 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 1458.36 ms [2021-10-07 10:12:18 main:581] : INFO : Epoch 1733 | loss: 0.03124 | val_loss: 0.031243 | Time: 1450.62 ms [2021-10-07 10:12:19 main:581] : INFO : Epoch 1734 | loss: 0.0312394 | val_loss: 0.0312353 | Time: 1447.45 ms [2021-10-07 10:12:21 main:581] : INFO : Epoch 1735 | loss: 0.0312409 | val_loss: 0.0312387 | Time: 1450.56 ms [2021-10-07 10:12:22 main:581] : INFO : Epoch 1736 | loss: 0.0312385 | val_loss: 0.031236 | Time: 1458.12 ms [2021-10-07 10:12:24 main:581] : INFO : Epoch 1737 | loss: 0.031237 | val_loss: 0.0312342 | Time: 1459.03 ms [2021-10-07 10:12:25 main:581] : INFO : Epoch 1738 | loss: 0.0312384 | val_loss: 0.0312445 | Time: 1436.53 ms [2021-10-07 10:12:27 main:581] : INFO : Epoch 1739 | loss: 0.031239 | val_loss: 0.031233 | Time: 1463.53 ms [2021-10-07 10:12:28 main:581] : INFO : Epoch 1740 | loss: 0.0312343 | val_loss: 0.0312324 | Time: 1478.25 ms [2021-10-07 10:12:30 main:581] : INFO : Epoch 1741 | loss: 0.0312331 | val_loss: 0.0312379 | Time: 1476.89 ms [2021-10-07 10:12:31 main:581] : INFO : Epoch 1742 | loss: 0.0312449 | val_loss: 0.0312389 | Time: 1451.34 ms [2021-10-07 10:12:33 main:581] : INFO : Epoch 1743 | loss: 0.0312472 | val_loss: 0.0312391 | Time: 1459.39 ms [2021-10-07 10:12:34 main:581] : INFO : Epoch 1744 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 1447.98 ms [2021-10-07 10:12:36 main:581] : INFO : Epoch 1745 | loss: 0.0312368 | val_loss: 0.0312347 | Time: 1441.51 ms [2021-10-07 10:12:37 main:581] : INFO : Epoch 1746 | loss: 0.0312339 | val_loss: 0.0312325 | Time: 1478.1 ms [2021-10-07 10:12:38 main:581] : INFO : Epoch 1747 | loss: 0.0312421 | val_loss: 0.031234 | Time: 1463.09 ms [2021-10-07 10:12:40 main:581] : INFO : Epoch 1748 | loss: 0.0312398 | val_loss: 0.0312339 | Time: 1440.08 ms [2021-10-07 10:12:41 main:581] : INFO : Epoch 1749 | loss: 0.0312349 | val_loss: 0.031234 | Time: 1449.9 ms [2021-10-07 10:12:43 main:581] : INFO : Epoch 1750 | loss: 0.0312322 | val_loss: 0.031232 | Time: 1439.61 ms [2021-10-07 10:12:44 main:581] : INFO : Epoch 1751 | loss: 0.0312334 | val_loss: 0.0312333 | Time: 1446.02 ms [2021-10-07 10:12:46 main:581] : INFO : Epoch 1752 | loss: 0.0312401 | val_loss: 0.0312378 | Time: 1431.31 ms [2021-10-07 10:12:47 main:581] : INFO : Epoch 1753 | loss: 0.0312351 | val_loss: 0.0312324 | Time: 1453.71 ms [2021-10-07 10:12:49 main:581] : INFO : Epoch 1754 | loss: 0.0312318 | val_loss: 0.031231 | Time: 1460.93 ms [2021-10-07 10:12:50 main:581] : INFO : Epoch 1755 | loss: 0.0312332 | val_loss: 0.0312299 | Time: 1484.84 ms [2021-10-07 10:12:52 main:581] : INFO : Epoch 1756 | loss: 0.0312307 | val_loss: 0.0312307 | Time: 1464.14 ms [2021-10-07 10:12:53 main:581] : INFO : Epoch 1757 | loss: 0.0312339 | val_loss: 0.0312335 | Time: 1475.43 ms [2021-10-07 10:12:54 main:581] : INFO : Epoch 1758 | loss: 0.0312321 | val_loss: 0.0312297 | Time: 1440.67 ms [2021-10-07 10:12:56 main:581] : INFO : Epoch 1759 | loss: 0.0312297 | val_loss: 0.0312291 | Time: 1446.5 ms [2021-10-07 10:12:57 main:581] : INFO : Epoch 1760 | loss: 0.0312315 | val_loss: 0.0312499 | Time: 1435 ms [2021-10-07 10:12:59 main:581] : INFO : Epoch 1761 | loss: 0.031237 | val_loss: 0.0312325 | Time: 1455.02 ms [2021-10-07 10:13:00 main:581] : INFO : Epoch 1762 | loss: 0.0312321 | val_loss: 0.0312295 | Time: 1475.57 ms [2021-10-07 10:13:02 main:581] : INFO : Epoch 1763 | loss: 0.0312301 | val_loss: 0.031245 | Time: 1464.24 ms [2021-10-07 10:13:03 main:581] : INFO : Epoch 1764 | loss: 0.0312443 | val_loss: 0.0312354 | Time: 1472.24 ms [2021-10-07 10:13:05 main:581] : INFO : Epoch 1765 | loss: 0.0312374 | val_loss: 0.0312341 | Time: 1454.62 ms [2021-10-07 10:13:06 main:581] : INFO : Epoch 1766 | loss: 0.0312319 | val_loss: 0.0312313 | Time: 1452.81 ms [2021-10-07 10:13:08 main:581] : INFO : Epoch 1767 | loss: 0.0312329 | val_loss: 0.03123 | Time: 1444.79 ms [2021-10-07 10:13:09 main:581] : INFO : Epoch 1768 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 1440.54 ms [2021-10-07 10:13:10 main:581] : INFO : Epoch 1769 | loss: 0.0312305 | val_loss: 0.031248 | Time: 1439.31 ms [2021-10-07 10:13:12 main:581] : INFO : Epoch 1770 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 1471.43 ms [2021-10-07 10:13:13 main:581] : INFO : Epoch 1771 | loss: 0.0312298 | val_loss: 0.0312287 | Time: 1449.27 ms [2021-10-07 10:13:15 main:581] : INFO : Epoch 1772 | loss: 0.031234 | val_loss: 0.0312325 | Time: 1451.92 ms [2021-10-07 10:13:16 main:581] : INFO : Epoch 1773 | loss: 0.0312295 | val_loss: 0.0312283 | Time: 1457.98 ms [2021-10-07 10:13:18 main:581] : INFO : Epoch 1774 | loss: 0.0312314 | val_loss: 0.0312356 | Time: 1465.71 ms [2021-10-07 10:13:19 main:581] : INFO : Epoch 1775 | loss: 0.0312318 | val_loss: 0.0312321 | Time: 1446.7 ms [2021-10-07 10:13:21 main:581] : INFO : Epoch 1776 | loss: 0.0312345 | val_loss: 0.0312295 | Time: 1441.83 ms [2021-10-07 10:13:22 main:581] : INFO : Epoch 1777 | loss: 0.0312306 | val_loss: 0.0312282 | Time: 1470.73 ms [2021-10-07 10:13:24 main:581] : INFO : Epoch 1778 | loss: 0.0312287 | val_loss: 0.0312289 | Time: 1422.23 ms [2021-10-07 10:13:25 main:581] : INFO : Epoch 1779 | loss: 0.0312311 | val_loss: 0.0312278 | Time: 1475.1 ms [2021-10-07 10:13:26 main:581] : INFO : Epoch 1780 | loss: 0.0312428 | val_loss: 0.0312323 | Time: 1432.2 ms [2021-10-07 10:13:28 main:581] : INFO : Epoch 1781 | loss: 0.0312362 | val_loss: 0.0312329 | Time: 1464.4 ms [2021-10-07 10:13:29 main:581] : INFO : Epoch 1782 | loss: 0.0312316 | val_loss: 0.0312286 | Time: 1461.93 ms [2021-10-07 10:13:31 main:581] : INFO : Epoch 1783 | loss: 0.0312284 | val_loss: 0.0312295 | Time: 1469.33 ms [2021-10-07 10:13:32 main:581] : INFO : Epoch 1784 | loss: 0.031234 | val_loss: 0.0312327 | Time: 1463.72 ms [2021-10-07 10:13:34 main:581] : INFO : Epoch 1785 | loss: 0.0312322 | val_loss: 0.0312349 | Time: 1467.42 ms [2021-10-07 10:13:35 main:581] : INFO : Epoch 1786 | loss: 0.0312315 | val_loss: 0.0312386 | Time: 1431.27 ms [2021-10-07 10:13:37 main:581] : INFO : Epoch 1787 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 1458.42 ms [2021-10-07 10:13:38 main:581] : INFO : Epoch 1788 | loss: 0.0312305 | val_loss: 0.0312346 | Time: 1458.33 ms [2021-10-07 10:13:40 main:581] : INFO : Epoch 1789 | loss: 0.031232 | val_loss: 0.0312322 | Time: 1455.61 ms [2021-10-07 10:13:41 main:581] : INFO : Epoch 1790 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 1478.97 ms [2021-10-07 10:13:42 main:581] : INFO : Epoch 1791 | loss: 0.0312293 | val_loss: 0.0312271 | Time: 1451.38 ms [2021-10-07 10:13:44 main:581] : INFO : Epoch 1792 | loss: 0.0312287 | val_loss: 0.0312289 | Time: 1480.26 ms [2021-10-07 10:13:45 main:581] : INFO : Epoch 1793 | loss: 0.0312317 | val_loss: 0.0312315 | Time: 1463.68 ms [2021-10-07 10:13:47 main:581] : INFO : Epoch 1794 | loss: 0.0312319 | val_loss: 0.0312323 | Time: 1475.32 ms [2021-10-07 10:13:48 main:581] : INFO : Epoch 1795 | loss: 0.0312295 | val_loss: 0.031228 | Time: 1490 ms [2021-10-07 10:13:50 main:581] : INFO : Epoch 1796 | loss: 0.0312271 | val_loss: 0.0312281 | Time: 1454.44 ms [2021-10-07 10:13:51 main:581] : INFO : Epoch 1797 | loss: 0.0312297 | val_loss: 0.0312296 | Time: 1442.04 ms [2021-10-07 10:13:53 main:581] : INFO : Epoch 1798 | loss: 0.0312287 | val_loss: 0.0312393 | Time: 1447.43 ms [2021-10-07 10:13:54 main:581] : INFO : Epoch 1799 | loss: 0.0312314 | val_loss: 0.0312322 | Time: 1441.84 ms [2021-10-07 10:13:56 main:581] : INFO : Epoch 1800 | loss: 0.0312281 | val_loss: 0.0312276 | Time: 1461.57 ms [2021-10-07 10:13:57 main:581] : INFO : Epoch 1801 | loss: 0.0312275 | val_loss: 0.0312262 | Time: 1454.6 ms [2021-10-07 10:13:59 main:581] : INFO : Epoch 1802 | loss: 0.0312275 | val_loss: 0.0312332 | Time: 1440.44 ms [2021-10-07 10:14:00 main:581] : INFO : Epoch 1803 | loss: 0.0312283 | val_loss: 0.0312284 | Time: 1470.21 ms [2021-10-07 10:14:01 main:581] : INFO : Epoch 1804 | loss: 0.0312292 | val_loss: 0.031236 | Time: 1483.85 ms [2021-10-07 10:14:03 main:581] : INFO : Epoch 1805 | loss: 0.0312292 | val_loss: 0.0312285 | Time: 1468.9 ms [2021-10-07 10:14:04 main:581] : INFO : Epoch 1806 | loss: 0.0312265 | val_loss: 0.0312272 | Time: 1469.74 ms [2021-10-07 10:14:06 main:581] : INFO : Epoch 1807 | loss: 0.0312292 | val_loss: 0.031227 | Time: 1437.57 ms [2021-10-07 10:14:07 main:581] : INFO : Epoch 1808 | loss: 0.0312293 | val_loss: 0.0312425 | Time: 1442.26 ms [2021-10-07 10:14:09 main:581] : INFO : Epoch 1809 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 1440.57 ms [2021-10-07 10:14:10 main:581] : INFO : Epoch 1810 | loss: 0.0312276 | val_loss: 0.0312263 | Time: 1428.55 ms [2021-10-07 10:14:12 main:581] : INFO : Epoch 1811 | loss: 0.0312269 | val_loss: 0.0312264 | Time: 1457.81 ms [2021-10-07 10:14:13 main:581] : INFO : Epoch 1812 | loss: 0.0312268 | val_loss: 0.0312257 | Time: 1464.35 ms [2021-10-07 10:14:15 main:581] : INFO : Epoch 1813 | loss: 0.0312277 | val_loss: 0.0312272 | Time: 1462.97 ms [2021-10-07 10:14:16 main:581] : INFO : Epoch 1814 | loss: 0.0312261 | val_loss: 0.0312264 | Time: 1452.03 ms [2021-10-07 10:14:17 main:581] : INFO : Epoch 1815 | loss: 0.0312287 | val_loss: 0.031226 | Time: 1472.27 ms [2021-10-07 10:14:19 main:581] : INFO : Epoch 1816 | loss: 0.0312293 | val_loss: 0.0312381 | Time: 1425.22 ms [2021-10-07 10:14:20 main:581] : INFO : Epoch 1817 | loss: 0.0312259 | val_loss: 0.0312261 | Time: 1471.89 ms [2021-10-07 10:14:22 main:581] : INFO : Epoch 1818 | loss: 0.0312261 | val_loss: 0.0312396 | Time: 1432.68 ms [2021-10-07 10:14:23 main:581] : INFO : Epoch 1819 | loss: 0.0312275 | val_loss: 0.0312331 | Time: 1436.66 ms [2021-10-07 10:14:25 main:581] : INFO : Epoch 1820 | loss: 0.0312289 | val_loss: 0.0312316 | Time: 1459.71 ms [2021-10-07 10:14:26 main:581] : INFO : Epoch 1821 | loss: 0.031226 | val_loss: 0.0312265 | Time: 1466.81 ms [2021-10-07 10:14:28 main:581] : INFO : Epoch 1822 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1440.55 ms [2021-10-07 10:14:29 main:581] : INFO : Epoch 1823 | loss: 0.031225 | val_loss: 0.0312259 | Time: 1453.57 ms [2021-10-07 10:14:31 main:581] : INFO : Epoch 1824 | loss: 0.0312262 | val_loss: 0.0312254 | Time: 1446.88 ms [2021-10-07 10:14:32 main:581] : INFO : Epoch 1825 | loss: 0.0312267 | val_loss: 0.0312252 | Time: 1444.53 ms [2021-10-07 10:14:33 main:581] : INFO : Epoch 1826 | loss: 0.0312276 | val_loss: 0.0312336 | Time: 1461.11 ms [2021-10-07 10:14:35 main:581] : INFO : Epoch 1827 | loss: 0.0312341 | val_loss: 0.0312305 | Time: 1457.08 ms [2021-10-07 10:14:36 main:581] : INFO : Epoch 1828 | loss: 0.0312273 | val_loss: 0.0312314 | Time: 1429.95 ms [2021-10-07 10:14:38 main:581] : INFO : Epoch 1829 | loss: 0.0312252 | val_loss: 0.0312321 | Time: 1466.75 ms [2021-10-07 10:14:39 main:581] : INFO : Epoch 1830 | loss: 0.0312278 | val_loss: 0.0312265 | Time: 1456.03 ms [2021-10-07 10:14:41 main:581] : INFO : Epoch 1831 | loss: 0.0312258 | val_loss: 0.0312314 | Time: 1441.99 ms [2021-10-07 10:14:42 main:581] : INFO : Epoch 1832 | loss: 0.0312257 | val_loss: 0.0312324 | Time: 1445.29 ms [2021-10-07 10:14:44 main:581] : INFO : Epoch 1833 | loss: 0.0312269 | val_loss: 0.0312288 | Time: 1448.03 ms [2021-10-07 10:14:45 main:581] : INFO : Epoch 1834 | loss: 0.0312244 | val_loss: 0.031225 | Time: 1579.58 ms [2021-10-07 10:14:47 main:581] : INFO : Epoch 1835 | loss: 0.0312253 | val_loss: 0.0312275 | Time: 1660 ms [2021-10-07 10:14:48 main:581] : INFO : Epoch 1836 | loss: 0.0312255 | val_loss: 0.0312252 | Time: 1498.96 ms [2021-10-07 10:14:50 main:581] : INFO : Epoch 1837 | loss: 0.0312249 | val_loss: 0.0312244 | Time: 1454.3 ms [2021-10-07 10:14:51 main:581] : INFO : Epoch 1838 | loss: 0.0312274 | val_loss: 0.0312243 | Time: 1466.01 ms [2021-10-07 10:14:53 main:581] : INFO : Epoch 1839 | loss: 0.0312237 | val_loss: 0.0312249 | Time: 1481.72 ms [2021-10-07 10:14:54 main:581] : INFO : Epoch 1840 | loss: 0.0312241 | val_loss: 0.0312243 | Time: 1450.39 ms [2021-10-07 10:14:56 main:581] : INFO : Epoch 1841 | loss: 0.031227 | val_loss: 0.031232 | Time: 1473.96 ms [2021-10-07 10:14:57 main:581] : INFO : Epoch 1842 | loss: 0.0312306 | val_loss: 0.0312267 | Time: 1456.07 ms [2021-10-07 10:14:59 main:581] : INFO : Epoch 1843 | loss: 0.0312311 | val_loss: 0.0312259 | Time: 1459.18 ms [2021-10-07 10:15:00 main:581] : INFO : Epoch 1844 | loss: 0.0312245 | val_loss: 0.0312238 | Time: 1443.59 ms [2021-10-07 10:15:01 main:581] : INFO : Epoch 1845 | loss: 0.031223 | val_loss: 0.0312291 | Time: 1453.2 ms [2021-10-07 10:15:03 main:581] : INFO : Epoch 1846 | loss: 0.0312259 | val_loss: 0.0312234 | Time: 1433.68 ms [2021-10-07 10:15:04 main:581] : INFO : Epoch 1847 | loss: 0.0312247 | val_loss: 0.0312234 | Time: 1473.36 ms [2021-10-07 10:15:06 main:581] : INFO : Epoch 1848 | loss: 0.0312231 | val_loss: 0.0312252 | Time: 1453.47 ms [2021-10-07 10:15:07 main:581] : INFO : Epoch 1849 | loss: 0.0312226 | val_loss: 0.0312323 | Time: 1460.57 ms [2021-10-07 10:15:09 main:581] : INFO : Epoch 1850 | loss: 0.0312291 | val_loss: 0.0312282 | Time: 1459.17 ms [2021-10-07 10:15:10 main:581] : INFO : Epoch 1851 | loss: 0.0312247 | val_loss: 0.0312245 | Time: 1416.7 ms [2021-10-07 10:15:12 main:581] : INFO : Epoch 1852 | loss: 0.0312217 | val_loss: 0.0312262 | Time: 1455.19 ms [2021-10-07 10:15:13 main:581] : INFO : Epoch 1853 | loss: 0.0312229 | val_loss: 0.0312248 | Time: 1472.69 ms [2021-10-07 10:15:15 main:581] : INFO : Epoch 1854 | loss: 0.0312213 | val_loss: 0.0312215 | Time: 1439.45 ms [2021-10-07 10:15:16 main:581] : INFO : Epoch 1855 | loss: 0.0312253 | val_loss: 0.0312276 | Time: 1452.24 ms [2021-10-07 10:15:17 main:581] : INFO : Epoch 1856 | loss: 0.0312256 | val_loss: 0.0312251 | Time: 1453.74 ms [2021-10-07 10:15:19 main:581] : INFO : Epoch 1857 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 1459.15 ms [2021-10-07 10:15:20 main:581] : INFO : Epoch 1858 | loss: 0.0312226 | val_loss: 0.0312202 | Time: 1437.28 ms [2021-10-07 10:15:22 main:581] : INFO : Epoch 1859 | loss: 0.0312224 | val_loss: 0.0312213 | Time: 1451.85 ms [2021-10-07 10:15:23 main:581] : INFO : Epoch 1860 | loss: 0.0312179 | val_loss: 0.0312181 | Time: 1467 ms [2021-10-07 10:15:25 main:581] : INFO : Epoch 1861 | loss: 0.0312175 | val_loss: 0.031224 | Time: 1453.37 ms [2021-10-07 10:15:26 main:581] : INFO : Epoch 1862 | loss: 0.0312243 | val_loss: 0.031219 | Time: 1495.36 ms [2021-10-07 10:15:28 main:581] : INFO : Epoch 1863 | loss: 0.0312173 | val_loss: 0.0312159 | Time: 1467.3 ms [2021-10-07 10:15:29 main:581] : INFO : Epoch 1864 | loss: 0.0312203 | val_loss: 0.0312163 | Time: 1473.9 ms [2021-10-07 10:15:31 main:581] : INFO : Epoch 1865 | loss: 0.031217 | val_loss: 0.0312142 | Time: 1455.55 ms [2021-10-07 10:15:32 main:581] : INFO : Epoch 1866 | loss: 0.0312157 | val_loss: 0.0312132 | Time: 1464.15 ms [2021-10-07 10:15:34 main:581] : INFO : Epoch 1867 | loss: 0.0312182 | val_loss: 0.0312147 | Time: 1474.97 ms [2021-10-07 10:15:35 main:581] : INFO : Epoch 1868 | loss: 0.0312151 | val_loss: 0.0312232 | Time: 1465.08 ms [2021-10-07 10:15:36 main:581] : INFO : Epoch 1869 | loss: 0.0312148 | val_loss: 0.031221 | Time: 1464.75 ms [2021-10-07 10:15:38 main:581] : INFO : Epoch 1870 | loss: 0.0312141 | val_loss: 0.0312161 | Time: 1450.01 ms [2021-10-07 10:15:39 main:581] : INFO : Epoch 1871 | loss: 0.0312134 | val_loss: 0.031213 | Time: 1452.31 ms [2021-10-07 10:15:41 main:581] : INFO : Epoch 1872 | loss: 0.0312189 | val_loss: 0.0312177 | Time: 1448.36 ms [2021-10-07 10:15:42 main:581] : INFO : Epoch 1873 | loss: 0.0312177 | val_loss: 0.031212 | Time: 1438.49 ms [2021-10-07 10:15:44 main:581] : INFO : Epoch 1874 | loss: 0.0312262 | val_loss: 0.0312203 | Time: 1488.48 ms [2021-10-07 10:15:45 main:581] : INFO : Epoch 1875 | loss: 0.031218 | val_loss: 0.0312098 | Time: 1461.5 ms [2021-10-07 10:15:47 main:581] : INFO : Epoch 1876 | loss: 0.0312131 | val_loss: 0.0312095 | Time: 1461.17 ms [2021-10-07 10:15:48 main:581] : INFO : Epoch 1877 | loss: 0.0312121 | val_loss: 0.0312101 | Time: 1441.77 ms [2021-10-07 10:15:50 main:581] : INFO : Epoch 1878 | loss: 0.0312118 | val_loss: 0.0312066 | Time: 1455.84 ms [2021-10-07 10:15:51 main:581] : INFO : Epoch 1879 | loss: 0.0312077 | val_loss: 0.0312053 | Time: 1484.77 ms [2021-10-07 10:15:53 main:581] : INFO : Epoch 1880 | loss: 0.0312067 | val_loss: 0.031208 | Time: 1463.63 ms [2021-10-07 10:15:54 main:581] : INFO : Epoch 1881 | loss: 0.0312084 | val_loss: 0.0312133 | Time: 1443.43 ms [2021-10-07 10:15:55 main:581] : INFO : Epoch 1882 | loss: 0.0312062 | val_loss: 0.0312067 | Time: 1468.72 ms [2021-10-07 10:15:57 main:581] : INFO : Epoch 1883 | loss: 0.0312041 | val_loss: 0.0312031 | Time: 1460.86 ms [2021-10-07 10:15:58 main:581] : INFO : Epoch 1884 | loss: 0.0312113 | val_loss: 0.0312129 | Time: 1453.04 ms [2021-10-07 10:16:00 main:581] : INFO : Epoch 1885 | loss: 0.0312048 | val_loss: 0.031207 | Time: 1465.11 ms [2021-10-07 10:16:01 main:581] : INFO : Epoch 1886 | loss: 0.0312054 | val_loss: 0.0312032 | Time: 1451.17 ms [2021-10-07 10:16:03 main:581] : INFO : Epoch 1887 | loss: 0.0312097 | val_loss: 0.0312043 | Time: 1480.79 ms [2021-10-07 10:16:04 main:581] : INFO : Epoch 1888 | loss: 0.0312018 | val_loss: 0.0312157 | Time: 1473.93 ms [2021-10-07 10:16:06 main:581] : INFO : Epoch 1889 | loss: 0.0312015 | val_loss: 0.031198 | Time: 1432.91 ms [2021-10-07 10:16:07 main:581] : INFO : Epoch 1890 | loss: 0.0312034 | val_loss: 0.0311983 | Time: 1474.68 ms [2021-10-07 10:16:09 main:581] : INFO : Epoch 1891 | loss: 0.0311999 | val_loss: 0.0311963 | Time: 1469.92 ms [2021-10-07 10:16:10 main:581] : INFO : Epoch 1892 | loss: 0.0311999 | val_loss: 0.0312108 | Time: 1473.22 ms [2021-10-07 10:16:12 main:581] : INFO : Epoch 1893 | loss: 0.0312005 | val_loss: 0.0311996 | Time: 1449.28 ms [2021-10-07 10:16:13 main:581] : INFO : Epoch 1894 | loss: 0.0311969 | val_loss: 0.0312037 | Time: 1458.12 ms [2021-10-07 10:16:14 main:581] : INFO : Epoch 1895 | loss: 0.0312062 | val_loss: 0.0311973 | Time: 1454.53 ms [2021-10-07 10:16:16 main:581] : INFO : Epoch 1896 | loss: 0.031199 | val_loss: 0.0311927 | Time: 1461.93 ms [2021-10-07 10:16:17 main:581] : INFO : Epoch 1897 | loss: 0.0311934 | val_loss: 0.0311945 | Time: 1439.88 ms [2021-10-07 10:16:19 main:581] : INFO : Epoch 1898 | loss: 0.0311947 | val_loss: 0.0312042 | Time: 1436.78 ms [2021-10-07 10:16:20 main:581] : INFO : Epoch 1899 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 1446.32 ms [2021-10-07 10:16:22 main:581] : INFO : Epoch 1900 | loss: 0.0311938 | val_loss: 0.0311933 | Time: 1456.21 ms [2021-10-07 10:16:23 main:581] : INFO : Epoch 1901 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 1463.79 ms [2021-10-07 10:16:25 main:581] : INFO : Epoch 1902 | loss: 0.0311993 | val_loss: 0.0311909 | Time: 1470.03 ms [2021-10-07 10:16:26 main:581] : INFO : Epoch 1903 | loss: 0.0311909 | val_loss: 0.031189 | Time: 1455.35 ms [2021-10-07 10:16:28 main:581] : INFO : Epoch 1904 | loss: 0.0311907 | val_loss: 0.0311891 | Time: 1476.26 ms [2021-10-07 10:16:29 main:581] : INFO : Epoch 1905 | loss: 0.0311978 | val_loss: 0.0311906 | Time: 1447.41 ms [2021-10-07 10:16:30 main:581] : INFO : Epoch 1906 | loss: 0.0311921 | val_loss: 0.0311909 | Time: 1466.33 ms [2021-10-07 10:16:32 main:581] : INFO : Epoch 1907 | loss: 0.0311891 | val_loss: 0.0311994 | Time: 1455.31 ms [2021-10-07 10:16:33 main:581] : INFO : Epoch 1908 | loss: 0.0311893 | val_loss: 0.0311883 | Time: 1438.33 ms [2021-10-07 10:16:35 main:581] : INFO : Epoch 1909 | loss: 0.0311896 | val_loss: 0.0311864 | Time: 1445.47 ms [2021-10-07 10:16:36 main:581] : INFO : Epoch 1910 | loss: 0.0311878 | val_loss: 0.0311928 | Time: 1463.29 ms [2021-10-07 10:16:38 main:581] : INFO : Epoch 1911 | loss: 0.0311934 | val_loss: 0.0311917 | Time: 1458.02 ms [2021-10-07 10:16:39 main:581] : INFO : Epoch 1912 | loss: 0.0311893 | val_loss: 0.0311859 | Time: 1455.13 ms [2021-10-07 10:16:41 main:581] : INFO : Epoch 1913 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 1450.71 ms [2021-10-07 10:16:42 main:581] : INFO : Epoch 1914 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 1459.73 ms [2021-10-07 10:16:44 main:581] : INFO : Epoch 1915 | loss: 0.0311889 | val_loss: 0.031191 | Time: 1474.74 ms [2021-10-07 10:16:45 main:581] : INFO : Epoch 1916 | loss: 0.0311863 | val_loss: 0.0311832 | Time: 1444.91 ms [2021-10-07 10:16:46 main:581] : INFO : Epoch 1917 | loss: 0.0311862 | val_loss: 0.0311826 | Time: 1463.76 ms [2021-10-07 10:16:48 main:581] : INFO : Epoch 1918 | loss: 0.0311856 | val_loss: 0.0311841 | Time: 1447.14 ms [2021-10-07 10:16:49 main:581] : INFO : Epoch 1919 | loss: 0.0311849 | val_loss: 0.0311813 | Time: 1441.7 ms [2021-10-07 10:16:51 main:581] : INFO : Epoch 1920 | loss: 0.0311836 | val_loss: 0.0311812 | Time: 1478.89 ms [2021-10-07 10:16:52 main:581] : INFO : Epoch 1921 | loss: 0.0311862 | val_loss: 0.031185 | Time: 1446.67 ms [2021-10-07 10:16:54 main:581] : INFO : Epoch 1922 | loss: 0.031183 | val_loss: 0.0311868 | Time: 1445.81 ms [2021-10-07 10:16:55 main:581] : INFO : Epoch 1923 | loss: 0.0311847 | val_loss: 0.0311816 | Time: 1439.22 ms [2021-10-07 10:16:57 main:581] : INFO : Epoch 1924 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 1439.51 ms [2021-10-07 10:16:58 main:581] : INFO : Epoch 1925 | loss: 0.0311836 | val_loss: 0.0311792 | Time: 1462.91 ms [2021-10-07 10:17:00 main:581] : INFO : Epoch 1926 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 1448.1 ms [2021-10-07 10:17:01 main:581] : INFO : Epoch 1927 | loss: 0.0311884 | val_loss: 0.0311902 | Time: 1474.08 ms [2021-10-07 10:17:02 main:581] : INFO : Epoch 1928 | loss: 0.0311864 | val_loss: 0.0311788 | Time: 1449.78 ms [2021-10-07 10:17:04 main:581] : INFO : Epoch 1929 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 1434.82 ms [2021-10-07 10:17:05 main:581] : INFO : Epoch 1930 | loss: 0.0311856 | val_loss: 0.0311835 | Time: 1422.61 ms [2021-10-07 10:17:07 main:581] : INFO : Epoch 1931 | loss: 0.0311825 | val_loss: 0.0311806 | Time: 1429.62 ms [2021-10-07 10:17:08 main:581] : INFO : Epoch 1932 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 1468.92 ms [2021-10-07 10:17:10 main:581] : INFO : Epoch 1933 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 1443.01 ms [2021-10-07 10:17:11 main:581] : INFO : Epoch 1934 | loss: 0.0311858 | val_loss: 0.0311804 | Time: 1465.06 ms [2021-10-07 10:17:13 main:581] : INFO : Epoch 1935 | loss: 0.0311806 | val_loss: 0.031179 | Time: 1472.58 ms [2021-10-07 10:17:14 main:581] : INFO : Epoch 1936 | loss: 0.0311812 | val_loss: 0.0311889 | Time: 1471.23 ms [2021-10-07 10:17:15 main:581] : INFO : Epoch 1937 | loss: 0.031183 | val_loss: 0.0311765 | Time: 1450.97 ms [2021-10-07 10:17:17 main:581] : INFO : Epoch 1938 | loss: 0.031184 | val_loss: 0.0311781 | Time: 1467.87 ms [2021-10-07 10:17:19 main:581] : INFO : Epoch 1939 | loss: 0.0311826 | val_loss: 0.031178 | Time: 1573.79 ms [2021-10-07 10:17:20 main:581] : INFO : Epoch 1940 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 1570.38 ms [2021-10-07 10:17:22 main:581] : INFO : Epoch 1941 | loss: 0.0311781 | val_loss: 0.031177 | Time: 1593.83 ms [2021-10-07 10:17:23 main:581] : INFO : Epoch 1942 | loss: 0.0311773 | val_loss: 0.0311754 | Time: 1488.99 ms [2021-10-07 10:17:25 main:581] : INFO : Epoch 1943 | loss: 0.0311766 | val_loss: 0.0311759 | Time: 1475.93 ms [2021-10-07 10:17:26 main:581] : INFO : Epoch 1944 | loss: 0.0311792 | val_loss: 0.0311765 | Time: 1613.87 ms [2021-10-07 10:17:28 main:581] : INFO : Epoch 1945 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 1453.36 ms [2021-10-07 10:17:29 main:581] : INFO : Epoch 1946 | loss: 0.0311801 | val_loss: 0.0311961 | Time: 1438.34 ms [2021-10-07 10:17:31 main:581] : INFO : Epoch 1947 | loss: 0.0311891 | val_loss: 0.0312117 | Time: 1476.53 ms [2021-10-07 10:17:32 main:581] : INFO : Epoch 1948 | loss: 0.0311911 | val_loss: 0.0311843 | Time: 1492.34 ms [2021-10-07 10:17:34 main:581] : INFO : Epoch 1949 | loss: 0.0311809 | val_loss: 0.0311769 | Time: 1490.39 ms [2021-10-07 10:17:35 main:581] : INFO : Epoch 1950 | loss: 0.0311797 | val_loss: 0.0311766 | Time: 1438.79 ms [2021-10-07 10:17:37 main:581] : INFO : Epoch 1951 | loss: 0.0311755 | val_loss: 0.0311746 | Time: 1434.76 ms [2021-10-07 10:17:38 main:581] : INFO : Epoch 1952 | loss: 0.0311747 | val_loss: 0.0311741 | Time: 1455.28 ms [2021-10-07 10:17:39 main:581] : INFO : Epoch 1953 | loss: 0.0311752 | val_loss: 0.03118 | Time: 1501.39 ms [2021-10-07 10:17:41 main:581] : INFO : Epoch 1954 | loss: 0.0311795 | val_loss: 0.0311761 | Time: 1448.48 ms [2021-10-07 10:17:42 main:581] : INFO : Epoch 1955 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 1479.97 ms [2021-10-07 10:17:44 main:581] : INFO : Epoch 1956 | loss: 0.0311783 | val_loss: 0.0311719 | Time: 1467.84 ms [2021-10-07 10:17:45 main:581] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311734 | Time: 1449.6 ms [2021-10-07 10:17:47 main:581] : INFO : Epoch 1958 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 1477.63 ms [2021-10-07 10:17:48 main:581] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 1448.43 ms [2021-10-07 10:17:50 main:581] : INFO : Epoch 1960 | loss: 0.0311739 | val_loss: 0.0311732 | Time: 1452.98 ms [2021-10-07 10:17:51 main:581] : INFO : Epoch 1961 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 1438.82 ms [2021-10-07 10:17:53 main:581] : INFO : Epoch 1962 | loss: 0.0311773 | val_loss: 0.0311737 | Time: 1449.96 ms [2021-10-07 10:17:54 main:581] : INFO : Epoch 1963 | loss: 0.0311754 | val_loss: 0.0311754 | Time: 1446.39 ms [2021-10-07 10:17:55 main:581] : INFO : Epoch 1964 | loss: 0.0311727 | val_loss: 0.031172 | Time: 1467.84 ms [2021-10-07 10:17:57 main:581] : INFO : Epoch 1965 | loss: 0.0311733 | val_loss: 0.031172 | Time: 1455.42 ms [2021-10-07 10:17:58 main:581] : INFO : Epoch 1966 | loss: 0.0311707 | val_loss: 0.0311723 | Time: 1448.87 ms [2021-10-07 10:18:00 main:581] : INFO : Epoch 1967 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 1443.5 ms [2021-10-07 10:18:01 main:581] : INFO : Epoch 1968 | loss: 0.0311789 | val_loss: 0.0311752 | Time: 1454.39 ms [2021-10-07 10:18:03 main:581] : INFO : Epoch 1969 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 1441.04 ms [2021-10-07 10:18:04 main:581] : INFO : Epoch 1970 | loss: 0.0311889 | val_loss: 0.0311822 | Time: 1461.73 ms [2021-10-07 10:18:06 main:581] : INFO : Epoch 1971 | loss: 0.0311819 | val_loss: 0.0311782 | Time: 1455.41 ms [2021-10-07 10:18:07 main:581] : INFO : Epoch 1972 | loss: 0.031177 | val_loss: 0.0311764 | Time: 1483.98 ms [2021-10-07 10:18:09 main:581] : INFO : Epoch 1973 | loss: 0.031172 | val_loss: 0.0311722 | Time: 1463.45 ms [2021-10-07 10:18:10 main:581] : INFO : Epoch 1974 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 1496.11 ms [2021-10-07 10:18:12 main:581] : INFO : Epoch 1975 | loss: 0.031172 | val_loss: 0.0311799 | Time: 1447.59 ms [2021-10-07 10:18:13 main:581] : INFO : Epoch 1976 | loss: 0.03117 | val_loss: 0.0311716 | Time: 1471.4 ms [2021-10-07 10:18:14 main:581] : INFO : Epoch 1977 | loss: 0.0311685 | val_loss: 0.0311741 | Time: 1481.88 ms [2021-10-07 10:18:16 main:581] : INFO : Epoch 1978 | loss: 0.0311694 | val_loss: 0.0311717 | Time: 1452.08 ms [2021-10-07 10:18:17 main:581] : INFO : Epoch 1979 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1466.05 ms [2021-10-07 10:18:19 main:581] : INFO : Epoch 1980 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1471.24 ms [2021-10-07 10:18:20 main:581] : INFO : Epoch 1981 | loss: 0.0311696 | val_loss: 0.0311709 | Time: 1460.71 ms [2021-10-07 10:18:22 main:581] : INFO : Epoch 1982 | loss: 0.0311676 | val_loss: 0.0311706 | Time: 1440.36 ms [2021-10-07 10:18:23 main:581] : INFO : Epoch 1983 | loss: 0.0311703 | val_loss: 0.0311803 | Time: 1469.61 ms [2021-10-07 10:18:25 main:581] : INFO : Epoch 1984 | loss: 0.031171 | val_loss: 0.0311711 | Time: 1446.79 ms [2021-10-07 10:18:26 main:581] : INFO : Epoch 1985 | loss: 0.031168 | val_loss: 0.0311715 | Time: 1482.98 ms [2021-10-07 10:18:28 main:581] : INFO : Epoch 1986 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1478.02 ms [2021-10-07 10:18:29 main:581] : INFO : Epoch 1987 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 1475.03 ms [2021-10-07 10:18:31 main:581] : INFO : Epoch 1988 | loss: 0.0311671 | val_loss: 0.031173 | Time: 1469.32 ms [2021-10-07 10:18:32 main:581] : INFO : Epoch 1989 | loss: 0.031167 | val_loss: 0.0311706 | Time: 1466.12 ms [2021-10-07 10:18:34 main:581] : INFO : Epoch 1990 | loss: 0.0311668 | val_loss: 0.031173 | Time: 1507.42 ms [2021-10-07 10:18:35 main:581] : INFO : Epoch 1991 | loss: 0.0311696 | val_loss: 0.0311717 | Time: 1473.7 ms [2021-10-07 10:18:37 main:581] : INFO : Epoch 1992 | loss: 0.0311683 | val_loss: 0.0311698 | Time: 1466.99 ms [2021-10-07 10:18:38 main:581] : INFO : Epoch 1993 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 1429.62 ms [2021-10-07 10:18:39 main:581] : INFO : Epoch 1994 | loss: 0.0311664 | val_loss: 0.0311723 | Time: 1444.66 ms [2021-10-07 10:18:41 main:581] : INFO : Epoch 1995 | loss: 0.031166 | val_loss: 0.0311722 | Time: 1449.36 ms [2021-10-07 10:18:42 main:581] : INFO : Epoch 1996 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 1461.54 ms [2021-10-07 10:18:44 main:581] : INFO : Epoch 1997 | loss: 0.0311678 | val_loss: 0.0311837 | Time: 1474.86 ms [2021-10-07 10:18:45 main:581] : INFO : Epoch 1998 | loss: 0.0311734 | val_loss: 0.0311826 | Time: 1461.12 ms [2021-10-07 10:18:47 main:581] : INFO : Epoch 1999 | loss: 0.0311732 | val_loss: 0.031176 | Time: 1462.21 ms [2021-10-07 10:18:48 main:581] : INFO : Epoch 2000 | loss: 0.0311672 | val_loss: 0.0311721 | Time: 1474.27 ms [2021-10-07 10:18:50 main:581] : INFO : Epoch 2001 | loss: 0.0311696 | val_loss: 0.0311734 | Time: 1468.19 ms [2021-10-07 10:18:51 main:581] : INFO : Epoch 2002 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 1448.56 ms [2021-10-07 10:18:53 main:581] : INFO : Epoch 2003 | loss: 0.0311708 | val_loss: 0.0311711 | Time: 1458.21 ms [2021-10-07 10:18:54 main:581] : INFO : Epoch 2004 | loss: 0.0311722 | val_loss: 0.031174 | Time: 1452.56 ms [2021-10-07 10:18:55 main:581] : INFO : Epoch 2005 | loss: 0.0311705 | val_loss: 0.0311714 | Time: 1465.19 ms [2021-10-07 10:18:57 main:581] : INFO : Epoch 2006 | loss: 0.031166 | val_loss: 0.0311712 | Time: 1464.61 ms [2021-10-07 10:18:58 main:581] : INFO : Epoch 2007 | loss: 0.0311656 | val_loss: 0.0311715 | Time: 1480.04 ms [2021-10-07 10:19:00 main:581] : INFO : Epoch 2008 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 1475.32 ms [2021-10-07 10:19:01 main:581] : INFO : Epoch 2009 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 1460.34 ms [2021-10-07 10:19:03 main:581] : INFO : Epoch 2010 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 1453.2 ms [2021-10-07 10:19:04 main:581] : INFO : Epoch 2011 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 1484.71 ms [2021-10-07 10:19:06 main:581] : INFO : Epoch 2012 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 1446.3 ms [2021-10-07 10:19:07 main:581] : INFO : Epoch 2013 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 1460.65 ms [2021-10-07 10:19:09 main:581] : INFO : Epoch 2014 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 1441.04 ms [2021-10-07 10:19:10 main:581] : INFO : Epoch 2015 | loss: 0.0311626 | val_loss: 0.031174 | Time: 1474.68 ms [2021-10-07 10:19:12 main:581] : INFO : Epoch 2016 | loss: 0.0311625 | val_loss: 0.0311749 | Time: 1431.96 ms [2021-10-07 10:19:13 main:581] : INFO : Epoch 2017 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 1455.3 ms [2021-10-07 10:19:14 main:581] : INFO : Epoch 2018 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 1458.48 ms [2021-10-07 10:19:16 main:581] : INFO : Epoch 2019 | loss: 0.031163 | val_loss: 0.0311707 | Time: 1482.99 ms [2021-10-07 10:19:17 main:581] : INFO : Epoch 2020 | loss: 0.0311649 | val_loss: 0.0311703 | Time: 1434.22 ms [2021-10-07 10:19:19 main:581] : INFO : Epoch 2021 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1440.96 ms [2021-10-07 10:19:20 main:581] : INFO : Epoch 2022 | loss: 0.0311629 | val_loss: 0.0311712 | Time: 1458.36 ms [2021-10-07 10:19:22 main:581] : INFO : Epoch 2023 | loss: 0.0311627 | val_loss: 0.0311707 | Time: 1478.51 ms [2021-10-07 10:19:23 main:581] : INFO : Epoch 2024 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1470.86 ms [2021-10-07 10:19:25 main:581] : INFO : Epoch 2025 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 1459.49 ms [2021-10-07 10:19:26 main:581] : INFO : Epoch 2026 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 1468.26 ms [2021-10-07 10:19:28 main:581] : INFO : Epoch 2027 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1434.47 ms [2021-10-07 10:19:29 main:581] : INFO : Epoch 2028 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 1461.1 ms [2021-10-07 10:19:31 main:581] : INFO : Epoch 2029 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 1462.85 ms [2021-10-07 10:19:32 main:581] : INFO : Epoch 2030 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1474.09 ms [2021-10-07 10:19:33 main:581] : INFO : Epoch 2031 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 1466.17 ms [2021-10-07 10:19:35 main:581] : INFO : Epoch 2032 | loss: 0.0311611 | val_loss: 0.0311701 | Time: 1452.72 ms [2021-10-07 10:19:36 main:581] : INFO : Epoch 2033 | loss: 0.0311604 | val_loss: 0.0311705 | Time: 1464.17 ms [2021-10-07 10:19:38 main:581] : INFO : Epoch 2034 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1451.64 ms [2021-10-07 10:19:39 main:581] : INFO : Epoch 2035 | loss: 0.0311599 | val_loss: 0.0311737 | Time: 1449.59 ms [2021-10-07 10:19:41 main:581] : INFO : Epoch 2036 | loss: 0.031162 | val_loss: 0.0311721 | Time: 1447.22 ms [2021-10-07 10:19:42 main:581] : INFO : Epoch 2037 | loss: 0.03116 | val_loss: 0.0311718 | Time: 1468.95 ms [2021-10-07 10:19:44 main:581] : INFO : Epoch 2038 | loss: 0.0311593 | val_loss: 0.0311703 | Time: 1448.11 ms [2021-10-07 10:19:45 main:581] : INFO : Epoch 2039 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 1436.33 ms [2021-10-07 10:19:47 main:581] : INFO : Epoch 2040 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1449.93 ms [2021-10-07 10:19:48 main:581] : INFO : Epoch 2041 | loss: 0.03116 | val_loss: 0.0311716 | Time: 1444 ms [2021-10-07 10:19:49 main:581] : INFO : Epoch 2042 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 1472.34 ms [2021-10-07 10:19:51 main:581] : INFO : Epoch 2043 | loss: 0.031159 | val_loss: 0.0311718 | Time: 1467.72 ms [2021-10-07 10:19:52 main:581] : INFO : Epoch 2044 | loss: 0.0311599 | val_loss: 0.0311799 | Time: 1473.77 ms [2021-10-07 10:19:54 main:581] : INFO : Epoch 2045 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 1454.2 ms [2021-10-07 10:19:55 main:581] : INFO : Epoch 2046 | loss: 0.0311602 | val_loss: 0.0311804 | Time: 1496.52 ms [2021-10-07 10:19:57 main:581] : INFO : Epoch 2047 | loss: 0.0311643 | val_loss: 0.0311754 | Time: 1647.24 ms [2021-10-07 10:19:59 main:581] : INFO : Epoch 2048 | loss: 0.0311616 | val_loss: 0.0311788 | Time: 1574.41 ms [2021-10-07 10:19:59 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311788 [2021-10-07 10:19:59 main:610] : INFO : Saving end state to config to file [2021-10-07 10:19:59 main:615] : INFO : Success, exiting.. 10:19:59 (2146707): 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)