Task 7867988
| Name | ParityModified-1631731307-814-3_1 |
| Workunit | 5324812 |
| Created | 6 Oct 2021, 21:00:13 UTC |
| Sent | 6 Oct 2021, 21:42:23 UTC |
| Report deadline | 13 Oct 2021, 21:42:23 UTC |
| Received | 7 Oct 2021, 11:48:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 4 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> -10-07 07:36:09 main:581] : INFO : Epoch 1537 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1447.83 ms [2021-10-07 07:36:11 main:581] : INFO : Epoch 1538 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1429.55 ms [2021-10-07 07:36:12 main:581] : INFO : Epoch 1539 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1445.13 ms [2021-10-07 07:36:14 main:581] : INFO : Epoch 1540 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1441.49 ms [2021-10-07 07:36:15 main:581] : INFO : Epoch 1541 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1459.44 ms [2021-10-07 07:36:16 main:581] : INFO : Epoch 1542 | loss: 0.0312528 | val_loss: 0.0312515 | Time: 1414.37 ms [2021-10-07 07:36:18 main:581] : INFO : Epoch 1543 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1430.58 ms [2021-10-07 07:36:19 main:581] : INFO : Epoch 1544 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1458.59 ms [2021-10-07 07:36:21 main:581] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1465.88 ms [2021-10-07 07:36:22 main:581] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1448.76 ms [2021-10-07 07:36:24 main:581] : INFO : Epoch 1547 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1474.88 ms [2021-10-07 07:36:25 main:581] : INFO : Epoch 1548 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1444.87 ms [2021-10-07 07:36:27 main:581] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1476.85 ms [2021-10-07 07:36:28 main:581] : INFO : Epoch 1550 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1465.86 ms [2021-10-07 07:36:30 main:581] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1481.84 ms [2021-10-07 07:36:31 main:581] : INFO : Epoch 1552 | loss: 0.0312506 | val_loss: 0.0312533 | Time: 1428.99 ms [2021-10-07 07:36:33 main:581] : INFO : Epoch 1553 | loss: 0.031251 | val_loss: 0.03125 | Time: 1600.45 ms [2021-10-07 07:36:34 main:581] : INFO : Epoch 1554 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 1612.92 ms [2021-10-07 07:36:36 main:581] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1665.4 ms [2021-10-07 07:36:37 main:581] : INFO : Epoch 1556 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1551.46 ms [2021-10-07 07:36:39 main:581] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1462.98 ms [2021-10-07 07:36:40 main:581] : INFO : Epoch 1558 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1442.18 ms [2021-10-07 07:36:42 main:581] : INFO : Epoch 1559 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1456.05 ms [2021-10-07 07:36:43 main:581] : INFO : Epoch 1560 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1453.24 ms [2021-10-07 07:36:45 main:581] : INFO : Epoch 1561 | loss: 0.0312517 | val_loss: 0.031252 | Time: 1455.17 ms [2021-10-07 07:36:46 main:581] : INFO : Epoch 1562 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1449.49 ms [2021-10-07 07:36:48 main:581] : INFO : Epoch 1563 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1467.08 ms [2021-10-07 07:36:49 main:581] : INFO : Epoch 1564 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1450.78 ms [2021-10-07 07:36:51 main:581] : INFO : Epoch 1565 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1491.93 ms [2021-10-07 07:36:52 main:581] : INFO : Epoch 1566 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1454.14 ms [2021-10-07 07:36:54 main:581] : INFO : Epoch 1567 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1479.05 ms [2021-10-07 07:36:55 main:581] : INFO : Epoch 1568 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1463.9 ms [2021-10-07 07:36:56 main:581] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1458.03 ms [2021-10-07 07:36:58 main:581] : INFO : Epoch 1570 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1495.52 ms [2021-10-07 07:36:59 main:581] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1490.76 ms [2021-10-07 07:37:01 main:581] : INFO : Epoch 1572 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1489.32 ms [2021-10-07 07:37:02 main:581] : INFO : Epoch 1573 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1515.59 ms [2021-10-07 07:37:04 main:581] : INFO : Epoch 1574 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1471.76 ms [2021-10-07 07:37:05 main:581] : INFO : Epoch 1575 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1461.05 ms [2021-10-07 07:37:07 main:581] : INFO : Epoch 1576 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1453.45 ms [2021-10-07 07:37:08 main:581] : INFO : Epoch 1577 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1464.47 ms [2021-10-07 07:37:10 main:581] : INFO : Epoch 1578 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1444.76 ms [2021-10-07 07:37:11 main:581] : INFO : Epoch 1579 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1469.28 ms [2021-10-07 07:37:13 main:581] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1443.15 ms [2021-10-07 07:37:14 main:581] : INFO : Epoch 1581 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 1489.94 ms [2021-10-07 07:37:16 main:581] : INFO : Epoch 1582 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1462.26 ms [2021-10-07 07:37:17 main:581] : INFO : Epoch 1583 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1459.04 ms [2021-10-07 07:37:19 main:581] : INFO : Epoch 1584 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1449.59 ms [2021-10-07 07:37:20 main:581] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1462.63 ms [2021-10-07 07:37:21 main:581] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1465.08 ms [2021-10-07 07:37:23 main:581] : INFO : Epoch 1587 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1448.21 ms [2021-10-07 07:37:24 main:581] : INFO : Epoch 1588 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1479.73 ms [2021-10-07 07:37:26 main:581] : INFO : Epoch 1589 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1476.32 ms [2021-10-07 07:37:27 main:581] : INFO : Epoch 1590 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1454.87 ms [2021-10-07 07:37:29 main:581] : INFO : Epoch 1591 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1464.98 ms [2021-10-07 07:37:30 main:581] : INFO : Epoch 1592 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1460.71 ms [2021-10-07 07:37:32 main:581] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1447.45 ms [2021-10-07 07:37:33 main:581] : INFO : Epoch 1594 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 1440.13 ms [2021-10-07 07:37:35 main:581] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1453.56 ms [2021-10-07 07:37:36 main:581] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1563.39 ms [2021-10-07 07:37:38 main:581] : INFO : Epoch 1597 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1472.26 ms [2021-10-07 07:37:39 main:581] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312523 | Time: 1428.26 ms [2021-10-07 07:37:40 main:581] : INFO : Epoch 1599 | loss: 0.0312508 | val_loss: 0.031253 | Time: 1444.93 ms [2021-10-07 07:37:42 main:581] : INFO : Epoch 1600 | loss: 0.0312516 | val_loss: 0.03125 | Time: 1429.86 ms [2021-10-07 07:37:43 main:581] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1452.17 ms [2021-10-07 07:37:45 main:581] : INFO : Epoch 1602 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1463.79 ms [2021-10-07 07:37:46 main:581] : INFO : Epoch 1603 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1428.24 ms [2021-10-07 07:37:48 main:581] : INFO : Epoch 1604 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1432.55 ms [2021-10-07 07:37:49 main:581] : INFO : Epoch 1605 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1433.95 ms [2021-10-07 07:37:51 main:581] : INFO : Epoch 1606 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1456.36 ms [2021-10-07 07:37:52 main:581] : INFO : Epoch 1607 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1442.32 ms [2021-10-07 07:37:54 main:581] : INFO : Epoch 1608 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1464.08 ms [2021-10-07 07:37:55 main:581] : INFO : Epoch 1609 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1426.23 ms [2021-10-07 07:37:56 main:581] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1441.67 ms [2021-10-07 07:37:58 main:581] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1450.97 ms [2021-10-07 07:37:59 main:581] : INFO : Epoch 1612 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1459.67 ms [2021-10-07 07:38:01 main:581] : INFO : Epoch 1613 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1467.8 ms [2021-10-07 07:38:02 main:581] : INFO : Epoch 1614 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1469.81 ms [2021-10-07 07:38:04 main:581] : INFO : Epoch 1615 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 1494.3 ms [2021-10-07 07:38:05 main:581] : INFO : Epoch 1616 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1457.64 ms [2021-10-07 07:38:07 main:581] : INFO : Epoch 1617 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1468.74 ms [2021-10-07 07:38:08 main:581] : INFO : Epoch 1618 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1462.93 ms [2021-10-07 07:38:10 main:581] : INFO : Epoch 1619 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1499.84 ms [2021-10-07 07:38:11 main:581] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1480.73 ms [2021-10-07 07:38:13 main:581] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1498.47 ms [2021-10-07 07:38:14 main:581] : INFO : Epoch 1622 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1467.85 ms [2021-10-07 07:38:16 main:581] : INFO : Epoch 1623 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1479.62 ms [2021-10-07 07:38:17 main:581] : INFO : Epoch 1624 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1485.23 ms [2021-10-07 07:38:19 main:581] : INFO : Epoch 1625 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1498.31 ms [2021-10-07 07:38:20 main:581] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1474.7 ms [2021-10-07 07:38:21 main:581] : INFO : Epoch 1627 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1485.56 ms [2021-10-07 07:38:23 main:581] : INFO : Epoch 1628 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 1523.18 ms [2021-10-07 07:38:24 main:581] : INFO : Epoch 1629 | loss: 0.0312528 | val_loss: 0.0312552 | Time: 1457.4 ms [2021-10-07 07:38:26 main:581] : INFO : Epoch 1630 | loss: 0.0312542 | val_loss: 0.0312586 | Time: 1485.68 ms [2021-10-07 07:38:27 main:581] : INFO : Epoch 1631 | loss: 0.0312546 | val_loss: 0.0312568 | Time: 1507.55 ms [2021-10-07 07:38:29 main:581] : INFO : Epoch 1632 | loss: 0.0312521 | val_loss: 0.0312514 | Time: 1490.91 ms [2021-10-07 07:38:30 main:581] : INFO : Epoch 1633 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 1508.41 ms [2021-10-07 07:38:32 main:581] : INFO : Epoch 1634 | loss: 0.031252 | val_loss: 0.0312501 | Time: 1514.47 ms [2021-10-07 07:38:33 main:581] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1508.43 ms [2021-10-07 07:38:35 main:581] : INFO : Epoch 1636 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1496.15 ms [2021-10-07 07:38:36 main:581] : INFO : Epoch 1637 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1500.99 ms [2021-10-07 07:38:38 main:581] : INFO : Epoch 1638 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1483.54 ms [2021-10-07 07:38:39 main:581] : INFO : Epoch 1639 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1461.02 ms [2021-10-07 07:38:41 main:581] : INFO : Epoch 1640 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1472.3 ms [2021-10-07 07:38:42 main:581] : INFO : Epoch 1641 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1465.15 ms [2021-10-07 07:38:44 main:581] : INFO : Epoch 1642 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1465.87 ms [2021-10-07 07:38:45 main:581] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1490 ms [2021-10-07 07:38:47 main:581] : INFO : Epoch 1644 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1642.89 ms [2021-10-07 07:38:48 main:581] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1489.39 ms [2021-10-07 07:38:50 main:581] : INFO : Epoch 1646 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1517.87 ms [2021-10-07 07:38:51 main:581] : INFO : Epoch 1647 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1485.42 ms [2021-10-07 07:38:53 main:581] : INFO : Epoch 1648 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1479.22 ms [2021-10-07 07:38:54 main:581] : INFO : Epoch 1649 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1479.27 ms [2021-10-07 07:38:56 main:581] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1510.35 ms [2021-10-07 07:38:58 main:581] : INFO : Epoch 1651 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1687.31 ms [2021-10-07 07:38:59 main:581] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1531.48 ms [2021-10-07 07:39:01 main:581] : INFO : Epoch 1653 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1447.7 ms [2021-10-07 07:39:02 main:581] : INFO : Epoch 1654 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1452.65 ms [2021-10-07 07:39:04 main:581] : INFO : Epoch 1655 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1470.95 ms [2021-10-07 07:39:05 main:581] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1412.57 ms [2021-10-07 07:39:06 main:581] : INFO : Epoch 1657 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1450.22 ms [2021-10-07 07:39:08 main:581] : INFO : Epoch 1658 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1463.92 ms [2021-10-07 07:39:09 main:581] : INFO : Epoch 1659 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1472.88 ms [2021-10-07 07:39:11 main:581] : INFO : Epoch 1660 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1458.24 ms [2021-10-07 07:39:12 main:581] : INFO : Epoch 1661 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1462.74 ms [2021-10-07 07:39:14 main:581] : INFO : Epoch 1662 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1484.68 ms [2021-10-07 07:39:15 main:581] : INFO : Epoch 1663 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1532.35 ms [2021-10-07 07:39:17 main:581] : INFO : Epoch 1664 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1484.82 ms [2021-10-07 07:39:18 main:581] : INFO : Epoch 1665 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1448.3 ms [2021-10-07 07:39:20 main:581] : INFO : Epoch 1666 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1450.89 ms [2021-10-07 07:39:21 main:581] : INFO : Epoch 1667 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1488.15 ms [2021-10-07 07:39:23 main:581] : INFO : Epoch 1668 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1496.72 ms [2021-10-07 07:39:24 main:581] : INFO : Epoch 1669 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1469.41 ms [2021-10-07 07:39:26 main:581] : INFO : Epoch 1670 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1466.18 ms [2021-10-07 07:39:27 main:581] : INFO : Epoch 1671 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1474.69 ms [2021-10-07 07:39:28 main:581] : INFO : Epoch 1672 | loss: 0.0312503 | val_loss: 0.0312538 | Time: 1450.8 ms [2021-10-07 07:39:30 main:581] : INFO : Epoch 1673 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1454.77 ms [2021-10-07 07:39:31 main:581] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1473.6 ms [2021-10-07 07:39:33 main:581] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.03125 | Time: 1456.99 ms [2021-10-07 07:39:34 main:581] : INFO : Epoch 1676 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 1435.95 ms [2021-10-07 07:39:36 main:581] : INFO : Epoch 1677 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1474.56 ms [2021-10-07 07:39:37 main:581] : INFO : Epoch 1678 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1468.78 ms [2021-10-07 07:39:39 main:581] : INFO : Epoch 1679 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1465.53 ms [2021-10-07 07:39:40 main:581] : INFO : Epoch 1680 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1445.41 ms [2021-10-07 07:39:42 main:581] : INFO : Epoch 1681 | loss: 0.0312525 | val_loss: 0.0312508 | Time: 1461.75 ms [2021-10-07 07:39:43 main:581] : INFO : Epoch 1682 | loss: 0.0312544 | val_loss: 0.0312528 | Time: 1485.95 ms [2021-10-07 07:39:45 main:581] : INFO : Epoch 1683 | loss: 0.0312515 | val_loss: 0.0312527 | Time: 1451.02 ms [2021-10-07 07:39:46 main:581] : INFO : Epoch 1684 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1478.26 ms [2021-10-07 07:39:48 main:581] : INFO : Epoch 1685 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1490.51 ms [2021-10-07 07:39:49 main:581] : INFO : Epoch 1686 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1440.11 ms [2021-10-07 07:39:50 main:581] : INFO : Epoch 1687 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1459.6 ms [2021-10-07 07:39:52 main:581] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 1449.07 ms [2021-10-07 07:39:53 main:581] : INFO : Epoch 1689 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 1484.88 ms [2021-10-07 07:39:55 main:581] : INFO : Epoch 1690 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1484.65 ms [2021-10-07 07:39:56 main:581] : INFO : Epoch 1691 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1485.27 ms [2021-10-07 07:39:58 main:581] : INFO : Epoch 1692 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1443.2 ms [2021-10-07 07:39:59 main:581] : INFO : Epoch 1693 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1502.24 ms [2021-10-07 07:40:01 main:581] : INFO : Epoch 1694 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1463.26 ms [2021-10-07 07:40:02 main:581] : INFO : Epoch 1695 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1465.21 ms [2021-10-07 07:40:04 main:581] : INFO : Epoch 1696 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1474.51 ms [2021-10-07 07:40:05 main:581] : INFO : Epoch 1697 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1482.67 ms [2021-10-07 07:40:07 main:581] : INFO : Epoch 1698 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1622.88 ms [2021-10-07 07:40:08 main:581] : INFO : Epoch 1699 | loss: 0.031251 | val_loss: 0.0312541 | Time: 1644.92 ms [2021-10-07 07:40:10 main:581] : INFO : Epoch 1700 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1482.99 ms [2021-10-07 07:40:11 main:581] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.031251 | Time: 1465.31 ms [2021-10-07 07:40:13 main:581] : INFO : Epoch 1702 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1464.33 ms [2021-10-07 07:40:14 main:581] : INFO : Epoch 1703 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1472.41 ms [2021-10-07 07:40:16 main:581] : INFO : Epoch 1704 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1466.98 ms [2021-10-07 07:40:17 main:581] : INFO : Epoch 1705 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1448.91 ms [2021-10-07 07:40:19 main:581] : INFO : Epoch 1706 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1494.85 ms [2021-10-07 07:40:20 main:581] : INFO : Epoch 1707 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1458.84 ms [2021-10-07 07:40:22 main:581] : INFO : Epoch 1708 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1454.94 ms [2021-10-07 07:40:23 main:581] : INFO : Epoch 1709 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1450.55 ms [2021-10-07 07:40:25 main:581] : INFO : Epoch 1710 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1465.38 ms [2021-10-07 07:40:26 main:581] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1477.06 ms [2021-10-07 07:40:28 main:581] : INFO : Epoch 1712 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1466.5 ms [2021-10-07 07:40:29 main:581] : INFO : Epoch 1713 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1438.42 ms [2021-10-07 07:40:30 main:581] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1495.12 ms [2021-10-07 07:40:32 main:581] : INFO : Epoch 1715 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 1492.09 ms [2021-10-07 07:40:33 main:581] : INFO : Epoch 1716 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1458.28 ms [2021-10-07 07:40:35 main:581] : INFO : Epoch 1717 | loss: 0.0312517 | val_loss: 0.0312538 | Time: 1432.43 ms [2021-10-07 07:40:36 main:581] : INFO : Epoch 1718 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1460.76 ms [2021-10-07 07:40:38 main:581] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1471.52 ms [2021-10-07 07:40:39 main:581] : INFO : Epoch 1720 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1479.45 ms [2021-10-07 07:40:41 main:581] : INFO : Epoch 1721 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1465.44 ms [2021-10-07 07:40:42 main:581] : INFO : Epoch 1722 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1434.99 ms [2021-10-07 07:40:44 main:581] : INFO : Epoch 1723 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1664.67 ms [2021-10-07 07:40:45 main:581] : INFO : Epoch 1724 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1687.01 ms [2021-10-07 07:40:47 main:581] : INFO : Epoch 1725 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1566.06 ms [2021-10-07 07:40:49 main:581] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1454.56 ms [2021-10-07 07:40:50 main:581] : INFO : Epoch 1727 | loss: 0.03125 | val_loss: 0.03125 | Time: 1440.68 ms [2021-10-07 07:40:51 main:581] : INFO : Epoch 1728 | loss: 0.03125 | val_loss: 0.03125 | Time: 1459.98 ms [2021-10-07 07:40:53 main:581] : INFO : Epoch 1729 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1457.79 ms [2021-10-07 07:40:54 main:581] : INFO : Epoch 1730 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1458.74 ms [2021-10-07 07:40:56 main:581] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1463.14 ms [2021-10-07 07:40:57 main:581] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1475.24 ms [2021-10-07 07:40:59 main:581] : INFO : Epoch 1733 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1505.72 ms [2021-10-07 07:41:00 main:581] : INFO : Epoch 1734 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1448.91 ms [2021-10-07 07:41:02 main:581] : INFO : Epoch 1735 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1451.88 ms [2021-10-07 07:41:03 main:581] : INFO : Epoch 1736 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1531.92 ms [2021-10-07 07:41:05 main:581] : INFO : Epoch 1737 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1453.8 ms [2021-10-07 07:41:06 main:581] : INFO : Epoch 1738 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1477.52 ms [2021-10-07 07:41:08 main:581] : INFO : Epoch 1739 | loss: 0.03125 | val_loss: 0.03125 | Time: 1460.73 ms [2021-10-07 07:41:09 main:581] : INFO : Epoch 1740 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1505.86 ms [2021-10-07 07:41:11 main:581] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1494.68 ms [2021-10-07 07:41:12 main:581] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1491.97 ms [2021-10-07 07:41:14 main:581] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1469.33 ms [2021-10-07 07:41:15 main:581] : INFO : Epoch 1744 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1503.46 ms [2021-10-07 07:41:17 main:581] : INFO : Epoch 1745 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1501.04 ms [2021-10-07 07:41:18 main:581] : INFO : Epoch 1746 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1466.32 ms [2021-10-07 07:41:19 main:581] : INFO : Epoch 1747 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1444.15 ms [2021-10-07 07:41:21 main:581] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1458.45 ms [2021-10-07 07:41:22 main:581] : INFO : Epoch 1749 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1465.94 ms [2021-10-07 07:41:24 main:581] : INFO : Epoch 1750 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1462.38 ms [2021-10-07 07:41:25 main:581] : INFO : Epoch 1751 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1447.84 ms [2021-10-07 07:41:27 main:581] : INFO : Epoch 1752 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1456.08 ms [2021-10-07 07:41:28 main:581] : INFO : Epoch 1753 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1453.91 ms [2021-10-07 07:41:30 main:581] : INFO : Epoch 1754 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1431.94 ms [2021-10-07 07:41:31 main:581] : INFO : Epoch 1755 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1448.35 ms [2021-10-07 07:41:33 main:581] : INFO : Epoch 1756 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1426.05 ms [2021-10-07 07:41:34 main:581] : INFO : Epoch 1757 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 1463.58 ms [2021-10-07 07:41:35 main:581] : INFO : Epoch 1758 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1434.22 ms [2021-10-07 07:41:37 main:581] : INFO : Epoch 1759 | loss: 0.03125 | val_loss: 0.03125 | Time: 1457.24 ms [2021-10-07 07:41:38 main:581] : INFO : Epoch 1760 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1473.48 ms [2021-10-07 07:41:40 main:581] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1455.43 ms [2021-10-07 07:41:41 main:581] : INFO : Epoch 1762 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1512.12 ms [2021-10-07 07:41:43 main:581] : INFO : Epoch 1763 | loss: 0.0312507 | val_loss: 0.0312534 | Time: 1456.6 ms [2021-10-07 07:41:44 main:581] : INFO : Epoch 1764 | loss: 0.0312517 | val_loss: 0.031252 | Time: 1442.17 ms [2021-10-07 07:41:46 main:581] : INFO : Epoch 1765 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1434.66 ms [2021-10-07 07:41:47 main:581] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1509.9 ms [2021-10-07 07:41:49 main:581] : INFO : Epoch 1767 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1479.4 ms [2021-10-07 07:41:50 main:581] : INFO : Epoch 1768 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1485.87 ms [2021-10-07 07:41:52 main:581] : INFO : Epoch 1769 | loss: 0.0312519 | val_loss: 0.0312529 | Time: 1462.24 ms [2021-10-07 07:41:53 main:581] : INFO : Epoch 1770 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1514.02 ms [2021-10-07 07:41:55 main:581] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 1472.71 ms [2021-10-07 07:41:56 main:581] : INFO : Epoch 1772 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1463.34 ms [2021-10-07 07:41:58 main:581] : INFO : Epoch 1773 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1482.51 ms [2021-10-07 07:41:59 main:581] : INFO : Epoch 1774 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1522.39 ms [2021-10-07 07:42:01 main:581] : INFO : Epoch 1775 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 1599.68 ms [2021-10-07 07:42:02 main:581] : INFO : Epoch 1776 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1500.09 ms [2021-10-07 07:42:04 main:581] : INFO : Epoch 1777 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1460.87 ms [2021-10-07 07:42:05 main:581] : INFO : Epoch 1778 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1519.53 ms [2021-10-07 07:42:07 main:581] : INFO : Epoch 1779 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1462.5 ms [2021-10-07 07:42:08 main:581] : INFO : Epoch 1780 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1486 ms [2021-10-07 07:42:10 main:581] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1452.48 ms [2021-10-07 07:42:11 main:581] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1434.58 ms [2021-10-07 07:42:12 main:581] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1447.7 ms [2021-10-07 07:42:14 main:581] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1454.19 ms [2021-10-07 07:42:15 main:581] : INFO : Epoch 1785 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1431.17 ms [2021-10-07 07:42:17 main:581] : INFO : Epoch 1786 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1471.54 ms [2021-10-07 07:42:18 main:581] : INFO : Epoch 1787 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1462.94 ms [2021-10-07 07:42:20 main:581] : INFO : Epoch 1788 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1475.32 ms [2021-10-07 07:42:21 main:581] : INFO : Epoch 1789 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1458.86 ms [2021-10-07 07:42:23 main:581] : INFO : Epoch 1790 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1483.73 ms [2021-10-07 07:42:24 main:581] : INFO : Epoch 1791 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1467.95 ms [2021-10-07 07:42:26 main:581] : INFO : Epoch 1792 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1504.91 ms [2021-10-07 07:42:27 main:581] : INFO : Epoch 1793 | loss: 0.0312524 | val_loss: 0.0312505 | Time: 1470.69 ms [2021-10-07 07:42:29 main:581] : INFO : Epoch 1794 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1452.62 ms [2021-10-07 07:42:30 main:581] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1437.75 ms [2021-10-07 07:42:31 main:581] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1447.42 ms [2021-10-07 07:42:33 main:581] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1465.69 ms [2021-10-07 07:42:34 main:581] : INFO : Epoch 1798 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1471.41 ms [2021-10-07 07:42:36 main:581] : INFO : Epoch 1799 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1450.76 ms [2021-10-07 07:42:37 main:581] : INFO : Epoch 1800 | loss: 0.031251 | val_loss: 0.03125 | Time: 1483.45 ms [2021-10-07 07:42:39 main:581] : INFO : Epoch 1801 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1462.81 ms [2021-10-07 07:42:40 main:581] : INFO : Epoch 1802 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1470.71 ms [2021-10-07 07:42:42 main:581] : INFO : Epoch 1803 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1459.52 ms [2021-10-07 07:42:43 main:581] : INFO : Epoch 1804 | loss: 0.0312503 | val_loss: 0.031253 | Time: 1448.19 ms [2021-10-07 07:42:45 main:581] : INFO : Epoch 1805 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1472.82 ms [2021-10-07 07:42:46 main:581] : INFO : Epoch 1806 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1475.77 ms [2021-10-07 07:42:48 main:581] : INFO : Epoch 1807 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1486.92 ms [2021-10-07 07:42:49 main:581] : INFO : Epoch 1808 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1489.62 ms [2021-10-07 07:42:51 main:581] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1440.18 ms [2021-10-07 07:42:52 main:581] : INFO : Epoch 1810 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1443.5 ms [2021-10-07 07:42:53 main:581] : INFO : Epoch 1811 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1484.38 ms [2021-10-07 07:42:55 main:581] : INFO : Epoch 1812 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1460.29 ms [2021-10-07 07:42:56 main:581] : INFO : Epoch 1813 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1480.88 ms [2021-10-07 07:42:58 main:581] : INFO : Epoch 1814 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1496.82 ms [2021-10-07 07:42:59 main:581] : INFO : Epoch 1815 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1490.71 ms [2021-10-07 07:43:01 main:581] : INFO : Epoch 1816 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1467.92 ms [2021-10-07 07:43:02 main:581] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1445.52 ms [2021-10-07 07:43:04 main:581] : INFO : Epoch 1818 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1468.72 ms [2021-10-07 07:43:05 main:581] : INFO : Epoch 1819 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1550.27 ms [2021-10-07 07:43:07 main:581] : INFO : Epoch 1820 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1610.82 ms [2021-10-07 07:43:08 main:581] : INFO : Epoch 1821 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1470.77 ms [2021-10-07 07:43:10 main:581] : INFO : Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1462.85 ms [2021-10-07 07:43:11 main:581] : INFO : Epoch 1823 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 1469.17 ms [2021-10-07 07:43:13 main:581] : INFO : Epoch 1824 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1460.32 ms [2021-10-07 07:43:14 main:581] : INFO : Epoch 1825 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1465.38 ms [2021-10-07 07:43:16 main:581] : INFO : Epoch 1826 | loss: 0.0312527 | val_loss: 0.0312546 | Time: 1453.08 ms [2021-10-07 07:43:17 main:581] : INFO : Epoch 1827 | loss: 0.0312531 | val_loss: 0.0312505 | Time: 1485.83 ms [2021-10-07 07:43:19 main:581] : INFO : Epoch 1828 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1474.89 ms [2021-10-07 07:43:20 main:581] : INFO : Epoch 1829 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1463.58 ms [2021-10-07 07:43:22 main:581] : INFO : Epoch 1830 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1448.3 ms [2021-10-07 07:43:23 main:581] : INFO : Epoch 1831 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1443.36 ms [2021-10-07 07:43:24 main:581] : INFO : Epoch 1832 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1457.28 ms [2021-10-07 07:43:26 main:581] : INFO : Epoch 1833 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1462.09 ms [2021-10-07 07:43:27 main:581] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1437.46 ms [2021-10-07 07:43:29 main:581] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1467.45 ms [2021-10-07 07:43:30 main:581] : INFO : Epoch 1836 | loss: 0.0312531 | val_loss: 0.0312555 | Time: 1439.91 ms [2021-10-07 07:43:32 main:581] : INFO : Epoch 1837 | loss: 0.0312523 | val_loss: 0.0312511 | Time: 1457.04 ms [2021-10-07 07:43:33 main:581] : INFO : Epoch 1838 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1430.55 ms [2021-10-07 07:43:35 main:581] : INFO : Epoch 1839 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1463.63 ms [2021-10-07 07:43:36 main:581] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1459.18 ms [2021-10-07 07:43:38 main:581] : INFO : Epoch 1841 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1461.06 ms [2021-10-07 07:43:39 main:581] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1457.25 ms [2021-10-07 07:43:40 main:581] : INFO : Epoch 1843 | loss: 0.0312508 | val_loss: 0.0312533 | Time: 1440.73 ms [2021-10-07 07:43:42 main:581] : INFO : Epoch 1844 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1448.44 ms [2021-10-07 07:43:43 main:581] : INFO : Epoch 1845 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1473.83 ms [2021-10-07 07:43:45 main:581] : INFO : Epoch 1846 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1484.32 ms [2021-10-07 07:43:46 main:581] : INFO : Epoch 1847 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1454.49 ms [2021-10-07 07:43:48 main:581] : INFO : Epoch 1848 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1462.34 ms [2021-10-07 07:43:49 main:581] : INFO : Epoch 1849 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1460.33 ms [2021-10-07 07:43:51 main:581] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1437.11 ms [2021-10-07 07:43:52 main:581] : INFO : Epoch 1851 | loss: 0.03125 | val_loss: 0.03125 | Time: 1454.52 ms [2021-10-07 07:43:54 main:581] : INFO : Epoch 1852 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1464.92 ms [2021-10-07 07:43:55 main:581] : INFO : Epoch 1853 | loss: 0.0312523 | val_loss: 0.0312501 | Time: 1472.03 ms [2021-10-07 07:43:57 main:581] : INFO : Epoch 1854 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1457.95 ms [2021-10-07 07:43:58 main:581] : INFO : Epoch 1855 | loss: 0.031252 | val_loss: 0.0312511 | Time: 1437.36 ms [2021-10-07 07:43:59 main:581] : INFO : Epoch 1856 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 1451.83 ms [2021-10-07 07:44:01 main:581] : INFO : Epoch 1857 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1458.49 ms [2021-10-07 07:44:02 main:581] : INFO : Epoch 1858 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1457.08 ms [2021-10-07 07:44:04 main:581] : INFO : Epoch 1859 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1464.5 ms [2021-10-07 07:44:05 main:581] : INFO : Epoch 1860 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1478.89 ms [2021-10-07 07:44:07 main:581] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1472.46 ms [2021-10-07 07:44:08 main:581] : INFO : Epoch 1862 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1457.28 ms [2021-10-07 07:44:10 main:581] : INFO : Epoch 1863 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1480.58 ms [2021-10-07 07:44:11 main:581] : INFO : Epoch 1864 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1458.35 ms [2021-10-07 07:44:13 main:581] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1456.71 ms [2021-10-07 07:44:14 main:581] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.03125 | Time: 1482.2 ms [2021-10-07 07:44:16 main:581] : INFO : Epoch 1867 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1447.19 ms [2021-10-07 07:44:17 main:581] : INFO : Epoch 1868 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1443.94 ms [2021-10-07 07:44:18 main:581] : INFO : Epoch 1869 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1480.11 ms [2021-10-07 07:44:20 main:581] : INFO : Epoch 1870 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1489.77 ms [2021-10-07 07:44:21 main:581] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1474.71 ms [2021-10-07 07:44:23 main:581] : INFO : Epoch 1872 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1473.09 ms [2021-10-07 07:44:24 main:581] : INFO : Epoch 1873 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1473.07 ms [2021-10-07 07:44:26 main:581] : INFO : Epoch 1874 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1484.66 ms [2021-10-07 07:44:27 main:581] : INFO : Epoch 1875 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1480.08 ms [2021-10-07 07:44:29 main:581] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1487.95 ms [2021-10-07 07:44:30 main:581] : INFO : Epoch 1877 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1464.61 ms [2021-10-07 07:44:32 main:581] : INFO : Epoch 1878 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1547.33 ms [2021-10-07 07:44:34 main:581] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1702.51 ms [2021-10-07 07:44:35 main:581] : INFO : Epoch 1880 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1445.69 ms [2021-10-07 07:44:36 main:581] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1471.69 ms [2021-10-07 07:44:38 main:581] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1450.22 ms [2021-10-07 07:44:39 main:581] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1449.57 ms [2021-10-07 07:44:41 main:581] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1444.43 ms [2021-10-07 07:44:42 main:581] : INFO : Epoch 1885 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1465.5 ms [2021-10-07 07:44:44 main:581] : INFO : Epoch 1886 | loss: 0.031251 | val_loss: 0.03125 | Time: 1455.54 ms [2021-10-07 07:44:45 main:581] : INFO : Epoch 1887 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1460.22 ms [2021-10-07 07:44:47 main:581] : INFO : Epoch 1888 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1450.64 ms [2021-10-07 07:44:48 main:581] : INFO : Epoch 1889 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1442.89 ms [2021-10-07 07:44:50 main:581] : INFO : Epoch 1890 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1447 ms [2021-10-07 07:44:51 main:581] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1455.87 ms [2021-10-07 07:44:52 main:581] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1463 ms [2021-10-07 07:44:54 main:581] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1469.96 ms [2021-10-07 07:44:55 main:581] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1454.34 ms [2021-10-07 07:44:57 main:581] : INFO : Epoch 1895 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1538.33 ms [2021-10-07 07:44:58 main:581] : INFO : Epoch 1896 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1490.99 ms [2021-10-07 07:45:00 main:581] : INFO : Epoch 1897 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1453.14 ms [2021-10-07 07:45:01 main:581] : INFO : Epoch 1898 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1456.75 ms [2021-10-07 07:45:03 main:581] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1483.58 ms [2021-10-07 07:45:04 main:581] : INFO : Epoch 1900 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1488.4 ms [2021-10-07 07:45:06 main:581] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1461.18 ms [2021-10-07 07:45:07 main:581] : INFO : Epoch 1902 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1447.05 ms [2021-10-07 07:45:09 main:581] : INFO : Epoch 1903 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1476.62 ms [2021-10-07 07:45:10 main:581] : INFO : Epoch 1904 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1452.17 ms [2021-10-07 07:45:12 main:581] : INFO : Epoch 1905 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1439.27 ms [2021-10-07 07:45:13 main:581] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1464.23 ms [2021-10-07 07:45:15 main:581] : INFO : Epoch 1907 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1481.89 ms [2021-10-07 07:45:16 main:581] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1467.23 ms [2021-10-07 07:45:17 main:581] : INFO : Epoch 1909 | loss: 0.0312512 | val_loss: 0.0312538 | Time: 1475.86 ms [2021-10-07 07:45:19 main:581] : INFO : Epoch 1910 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 1443.95 ms [2021-10-07 07:45:20 main:581] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1488.91 ms [2021-10-07 07:45:22 main:581] : INFO : Epoch 1912 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1464.29 ms [2021-10-07 07:45:23 main:581] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1481.03 ms [2021-10-07 07:45:25 main:581] : INFO : Epoch 1914 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1462.56 ms [2021-10-07 07:45:26 main:581] : INFO : Epoch 1915 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1480.19 ms [2021-10-07 07:45:28 main:581] : INFO : Epoch 1916 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1464.71 ms [2021-10-07 07:45:29 main:581] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1464.03 ms [2021-10-07 07:45:31 main:581] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1502.22 ms [2021-10-07 07:45:32 main:581] : INFO : Epoch 1919 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1501.32 ms [2021-10-07 07:45:34 main:581] : INFO : Epoch 1920 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 1471.12 ms [2021-10-07 07:45:35 main:581] : INFO : Epoch 1921 | loss: 0.0312519 | val_loss: 0.031253 | Time: 1451.99 ms [2021-10-07 07:45:37 main:581] : INFO : Epoch 1922 | loss: 0.0312524 | val_loss: 0.0312503 | Time: 1484.24 ms [2021-10-07 07:45:38 main:581] : INFO : Epoch 1923 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1482.93 ms [2021-10-07 07:45:40 main:581] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1547.84 ms [2021-10-07 07:45:41 main:581] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1464.64 ms [2021-10-07 07:45:43 main:581] : INFO : Epoch 1926 | loss: 0.0312513 | val_loss: 0.0312548 | Time: 1536.95 ms [2021-10-07 07:45:44 main:581] : INFO : Epoch 1927 | loss: 0.0312577 | val_loss: 0.0312805 | Time: 1697.51 ms [2021-10-07 07:45:46 main:581] : INFO : Epoch 1928 | loss: 0.0346481 | val_loss: 0.0375533 | Time: 1492.13 ms [2021-10-07 07:45:47 main:581] : INFO : Epoch 1929 | loss: 0.0534289 | val_loss: 0.034652 | Time: 1469.95 ms [2021-10-07 07:45:49 main:581] : INFO : Epoch 1930 | loss: 0.049861 | val_loss: 0.0509798 | Time: 1470.44 ms [2021-10-07 07:45:50 main:581] : INFO : Epoch 1931 | loss: 0.034279 | val_loss: 0.0329348 | Time: 1479.61 ms [2021-10-07 07:45:52 main:581] : INFO : Epoch 1932 | loss: 0.0320472 | val_loss: 0.0316186 | Time: 1462.73 ms [2021-10-07 07:45:53 main:581] : INFO : Epoch 1933 | loss: 0.0314034 | val_loss: 0.0313122 | Time: 1442.08 ms [2021-10-07 07:45:55 main:581] : INFO : Epoch 1934 | loss: 0.031284 | val_loss: 0.0312722 | Time: 1434.83 ms [2021-10-07 07:45:56 main:581] : INFO : Epoch 1935 | loss: 0.0312665 | val_loss: 0.0312624 | Time: 1447.52 ms [2021-10-07 07:45:57 main:581] : INFO : Epoch 1936 | loss: 0.0312607 | val_loss: 0.0312602 | Time: 1436.87 ms [2021-10-07 07:45:59 main:581] : INFO : Epoch 1937 | loss: 0.0312587 | val_loss: 0.0312586 | Time: 1443.43 ms [2021-10-07 07:46:00 main:581] : INFO : Epoch 1938 | loss: 0.0312573 | val_loss: 0.0312569 | Time: 1481.9 ms [2021-10-07 07:46:02 main:581] : INFO : Epoch 1939 | loss: 0.0312564 | val_loss: 0.0312566 | Time: 1453.88 ms [2021-10-07 07:46:03 main:581] : INFO : Epoch 1940 | loss: 0.0312559 | val_loss: 0.031256 | Time: 1426.93 ms [2021-10-07 07:46:05 main:581] : INFO : Epoch 1941 | loss: 0.0312551 | val_loss: 0.0312552 | Time: 1425.93 ms [2021-10-07 07:46:06 main:581] : INFO : Epoch 1942 | loss: 0.0312548 | val_loss: 0.0312548 | Time: 1449.95 ms [2021-10-07 07:46:08 main:581] : INFO : Epoch 1943 | loss: 0.031255 | val_loss: 0.0312558 | Time: 1456.35 ms [2021-10-07 07:46:09 main:581] : INFO : Epoch 1944 | loss: 0.0312549 | val_loss: 0.0312556 | Time: 1455.66 ms [2021-10-07 07:46:11 main:581] : INFO : Epoch 1945 | loss: 0.0312547 | val_loss: 0.0312542 | Time: 1503.49 ms [2021-10-07 07:46:12 main:581] : INFO : Epoch 1946 | loss: 0.031254 | val_loss: 0.031254 | Time: 1448.49 ms [2021-10-07 07:46:13 main:581] : INFO : Epoch 1947 | loss: 0.0312539 | val_loss: 0.0312542 | Time: 1444.78 ms [2021-10-07 07:46:15 main:581] : INFO : Epoch 1948 | loss: 0.0312538 | val_loss: 0.0312543 | Time: 1480.61 ms [2021-10-07 07:46:16 main:581] : INFO : Epoch 1949 | loss: 0.0312535 | val_loss: 0.0312536 | Time: 1461.06 ms [2021-10-07 07:46:18 main:581] : INFO : Epoch 1950 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 1423.41 ms [2021-10-07 07:46:19 main:581] : INFO : Epoch 1951 | loss: 0.0312534 | val_loss: 0.0312537 | Time: 1472.86 ms [2021-10-07 07:46:21 main:581] : INFO : Epoch 1952 | loss: 0.0312533 | val_loss: 0.0312534 | Time: 1464.14 ms [2021-10-07 07:46:22 main:581] : INFO : Epoch 1953 | loss: 0.0312532 | val_loss: 0.0312534 | Time: 1466.13 ms [2021-10-07 07:46:24 main:581] : INFO : Epoch 1954 | loss: 0.0312531 | val_loss: 0.0312534 | Time: 1446.34 ms [2021-10-07 07:46:25 main:581] : INFO : Epoch 1955 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 1443.25 ms [2021-10-07 07:46:27 main:581] : INFO : Epoch 1956 | loss: 0.0312529 | val_loss: 0.031253 | Time: 1464.81 ms [2021-10-07 07:46:28 main:581] : INFO : Epoch 1957 | loss: 0.0312532 | val_loss: 0.0312539 | Time: 1447.11 ms [2021-10-07 07:46:30 main:581] : INFO : Epoch 1958 | loss: 0.031253 | val_loss: 0.0312528 | Time: 1468.51 ms [2021-10-07 07:46:31 main:581] : INFO : Epoch 1959 | loss: 0.031253 | val_loss: 0.031253 | Time: 1430.47 ms [2021-10-07 07:46:32 main:581] : INFO : Epoch 1960 | loss: 0.0312533 | val_loss: 0.0312557 | Time: 1503.39 ms [2021-10-07 07:46:34 main:581] : INFO : Epoch 1961 | loss: 0.0312539 | val_loss: 0.0312529 | Time: 1463.01 ms [2021-10-07 07:46:35 main:581] : INFO : Epoch 1962 | loss: 0.0312531 | val_loss: 0.0312525 | Time: 1452.51 ms [2021-10-07 07:46:37 main:581] : INFO : Epoch 1963 | loss: 0.0312537 | val_loss: 0.0312542 | Time: 1436.52 ms [2021-10-07 07:46:38 main:581] : INFO : Epoch 1964 | loss: 0.0312539 | val_loss: 0.0312548 | Time: 1468.59 ms [2021-10-07 07:46:40 main:581] : INFO : Epoch 1965 | loss: 0.0312529 | val_loss: 0.0312528 | Time: 1493.56 ms [2021-10-07 07:46:41 main:581] : INFO : Epoch 1966 | loss: 0.0312523 | val_loss: 0.0312523 | Time: 1532.05 ms [2021-10-07 07:46:43 main:581] : INFO : Epoch 1967 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 1503.02 ms [2021-10-07 07:46:44 main:581] : INFO : Epoch 1968 | loss: 0.0312528 | val_loss: 0.0312533 | Time: 1485.48 ms [2021-10-07 07:46:46 main:581] : INFO : Epoch 1969 | loss: 0.031253 | val_loss: 0.0312529 | Time: 1487.99 ms [2021-10-07 07:46:47 main:581] : INFO : Epoch 1970 | loss: 0.0312525 | val_loss: 0.0312524 | Time: 1474.17 ms [2021-10-07 07:46:49 main:581] : INFO : Epoch 1971 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 1540.93 ms [2021-10-07 07:46:50 main:581] : INFO : Epoch 1972 | loss: 0.031252 | val_loss: 0.0312523 | Time: 1604.55 ms [2021-10-07 07:46:52 main:581] : INFO : Epoch 1973 | loss: 0.031252 | val_loss: 0.0312524 | Time: 1501.2 ms [2021-10-07 07:46:53 main:581] : INFO : Epoch 1974 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 1486.64 ms [2021-10-07 07:46:55 main:581] : INFO : Epoch 1975 | loss: 0.0312522 | val_loss: 0.0312522 | Time: 1479.17 ms [2021-10-07 07:46:56 main:581] : INFO : Epoch 1976 | loss: 0.031252 | val_loss: 0.0312518 | Time: 1471.62 ms [2021-10-07 07:46:58 main:581] : INFO : Epoch 1977 | loss: 0.0312519 | val_loss: 0.031254 | Time: 1482.36 ms [2021-10-07 07:46:59 main:581] : INFO : Epoch 1978 | loss: 0.0312528 | val_loss: 0.031253 | Time: 1474.59 ms [2021-10-07 07:47:01 main:581] : INFO : Epoch 1979 | loss: 0.0312529 | val_loss: 0.0312532 | Time: 1476.29 ms [2021-10-07 07:47:02 main:581] : INFO : Epoch 1980 | loss: 0.0312525 | val_loss: 0.0312517 | Time: 1492.93 ms [2021-10-07 07:47:04 main:581] : INFO : Epoch 1981 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 1475.26 ms [2021-10-07 07:47:05 main:581] : INFO : Epoch 1982 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 1492 ms [2021-10-07 07:47:07 main:581] : INFO : Epoch 1983 | loss: 0.0312522 | val_loss: 0.0312554 | Time: 1538.18 ms [2021-10-07 07:47:08 main:581] : INFO : Epoch 1984 | loss: 0.0312528 | val_loss: 0.0312518 | Time: 1691.96 ms [2021-10-07 07:47:10 main:581] : INFO : Epoch 1985 | loss: 0.0312523 | val_loss: 0.0312532 | Time: 1566.31 ms [2021-10-07 07:47:11 main:581] : INFO : Epoch 1986 | loss: 0.0312537 | val_loss: 0.0312564 | Time: 1435.91 ms [2021-10-07 07:47:13 main:581] : INFO : Epoch 1987 | loss: 0.0312525 | val_loss: 0.0312514 | Time: 1473.96 ms [2021-10-07 07:47:14 main:581] : INFO : Epoch 1988 | loss: 0.0312518 | val_loss: 0.0312527 | Time: 1469.66 ms [2021-10-07 07:47:16 main:581] : INFO : Epoch 1989 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 1454.78 ms [2021-10-07 07:47:17 main:581] : INFO : Epoch 1990 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 1462.8 ms [2021-10-07 07:47:19 main:581] : INFO : Epoch 1991 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1488.36 ms [2021-10-07 07:47:20 main:581] : INFO : Epoch 1992 | loss: 0.0312515 | val_loss: 0.0312529 | Time: 1456.56 ms [2021-10-07 07:47:22 main:581] : INFO : Epoch 1993 | loss: 0.0312521 | val_loss: 0.0312514 | Time: 1460.56 ms [2021-10-07 07:47:23 main:581] : INFO : Epoch 1994 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 1452.64 ms [2021-10-07 07:47:25 main:581] : INFO : Epoch 1995 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 1464.21 ms [2021-10-07 07:47:26 main:581] : INFO : Epoch 1996 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1473.03 ms [2021-10-07 07:47:28 main:581] : INFO : Epoch 1997 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1461.06 ms [2021-10-07 07:47:29 main:581] : INFO : Epoch 1998 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1439.69 ms [2021-10-07 07:47:30 main:581] : INFO : Epoch 1999 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 1438.6 ms [2021-10-07 07:47:32 main:581] : INFO : Epoch 2000 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 1479.83 ms [2021-10-07 07:47:33 main:581] : INFO : Epoch 2001 | loss: 0.0312529 | val_loss: 0.0312513 | Time: 1456.57 ms [2021-10-07 07:47:35 main:581] : INFO : Epoch 2002 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1436.26 ms [2021-10-07 07:47:36 main:581] : INFO : Epoch 2003 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1455 ms [2021-10-07 07:47:38 main:581] : INFO : Epoch 2004 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1473.68 ms [2021-10-07 07:47:39 main:581] : INFO : Epoch 2005 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1447.26 ms [2021-10-07 07:47:41 main:581] : INFO : Epoch 2006 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 1475.24 ms [2021-10-07 07:47:42 main:581] : INFO : Epoch 2007 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1436.66 ms [2021-10-07 07:47:44 main:581] : INFO : Epoch 2008 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1476.51 ms [2021-10-07 07:47:45 main:581] : INFO : Epoch 2009 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1507.34 ms [2021-10-07 07:47:47 main:581] : INFO : Epoch 2010 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1473.64 ms [2021-10-07 07:47:48 main:581] : INFO : Epoch 2011 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1424.04 ms [2021-10-07 07:47:49 main:581] : INFO : Epoch 2012 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1485.1 ms [2021-10-07 07:47:51 main:581] : INFO : Epoch 2013 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1483.28 ms [2021-10-07 07:47:52 main:581] : INFO : Epoch 2014 | loss: 0.0312517 | val_loss: 0.0312581 | Time: 1468.88 ms [2021-10-07 07:47:54 main:581] : INFO : Epoch 2015 | loss: 0.031252 | val_loss: 0.0312515 | Time: 1483.81 ms [2021-10-07 07:47:55 main:581] : INFO : Epoch 2016 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1459.3 ms [2021-10-07 07:47:57 main:581] : INFO : Epoch 2017 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1479.76 ms [2021-10-07 07:47:58 main:581] : INFO : Epoch 2018 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 1510.36 ms [2021-10-07 07:48:00 main:581] : INFO : Epoch 2019 | loss: 0.031252 | val_loss: 0.0312509 | Time: 1485.9 ms [2021-10-07 07:48:01 main:581] : INFO : Epoch 2020 | loss: 0.0312512 | val_loss: 0.0312529 | Time: 1444.21 ms [2021-10-07 07:48:03 main:581] : INFO : Epoch 2021 | loss: 0.0312522 | val_loss: 0.0312548 | Time: 1473.14 ms [2021-10-07 07:48:04 main:581] : INFO : Epoch 2022 | loss: 0.0312527 | val_loss: 0.031251 | Time: 1488.54 ms [2021-10-07 07:48:06 main:581] : INFO : Epoch 2023 | loss: 0.031252 | val_loss: 0.0312513 | Time: 1458.32 ms [2021-10-07 07:48:07 main:581] : INFO : Epoch 2024 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1478.02 ms [2021-10-07 07:48:09 main:581] : INFO : Epoch 2025 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1468.48 ms [2021-10-07 07:48:10 main:581] : INFO : Epoch 2026 | loss: 0.0312521 | val_loss: 0.0312545 | Time: 1476.96 ms [2021-10-07 07:48:12 main:581] : INFO : Epoch 2027 | loss: 0.0312532 | val_loss: 0.0312619 | Time: 1445.2 ms [2021-10-07 07:48:13 main:581] : INFO : Epoch 2028 | loss: 0.0312546 | val_loss: 0.0312507 | Time: 1475.02 ms [2021-10-07 07:48:15 main:581] : INFO : Epoch 2029 | loss: 0.0312526 | val_loss: 0.0312583 | Time: 1431 ms [2021-10-07 07:48:16 main:581] : INFO : Epoch 2030 | loss: 0.0312538 | val_loss: 0.0312507 | Time: 1450.4 ms [2021-10-07 07:48:17 main:581] : INFO : Epoch 2031 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1455.62 ms [2021-10-07 07:48:19 main:581] : INFO : Epoch 2032 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1455.23 ms [2021-10-07 07:48:20 main:581] : INFO : Epoch 2033 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1483.23 ms [2021-10-07 07:48:22 main:581] : INFO : Epoch 2034 | loss: 0.0312507 | val_loss: 0.0312527 | Time: 1486.27 ms [2021-10-07 07:48:23 main:581] : INFO : Epoch 2035 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 1453.71 ms [2021-10-07 07:48:25 main:581] : INFO : Epoch 2036 | loss: 0.0312526 | val_loss: 0.031256 | Time: 1478.09 ms [2021-10-07 07:48:26 main:581] : INFO : Epoch 2037 | loss: 0.031253 | val_loss: 0.0312522 | Time: 1441.86 ms [2021-10-07 07:48:28 main:581] : INFO : Epoch 2038 | loss: 0.0312512 | val_loss: 0.0312528 | Time: 1449.56 ms [2021-10-07 07:48:29 main:581] : INFO : Epoch 2039 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 1447.74 ms [2021-10-07 07:48:31 main:581] : INFO : Epoch 2040 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1456.89 ms [2021-10-07 07:48:32 main:581] : INFO : Epoch 2041 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1464.38 ms [2021-10-07 07:48:33 main:581] : INFO : Epoch 2042 | loss: 0.0312512 | val_loss: 0.0312554 | Time: 1456.57 ms [2021-10-07 07:48:35 main:581] : INFO : Epoch 2043 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 1470.55 ms [2021-10-07 07:48:36 main:581] : INFO : Epoch 2044 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1480.54 ms [2021-10-07 07:48:38 main:581] : INFO : Epoch 2045 | loss: 0.0312518 | val_loss: 0.0312535 | Time: 1492.45 ms [2021-10-07 07:48:39 main:581] : INFO : Epoch 2046 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 1445.79 ms [2021-10-07 07:48:41 main:581] : INFO : Epoch 2047 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 1489.03 ms [2021-10-07 07:48:42 main:581] : INFO : Epoch 2048 | loss: 0.0312508 | val_loss: 0.0312539 | Time: 1476.66 ms [2021-10-07 07:48:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312539 [2021-10-07 07:48:42 main:610] : INFO : Saving end state to config to file [2021-10-07 07:48:42 main:615] : INFO : Success, exiting.. 07:48:42 (1547416): 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)