Task 7660354
| Name | ParityModified-1631729674-27458-2_0 |
| Workunit | 5310469 |
| Created | 27 Sep 2021, 23:22:48 UTC |
| Sent | 6 Oct 2021, 23:22:54 UTC |
| Report deadline | 13 Oct 2021, 23:22:54 UTC |
| Received | 7 Oct 2021, 13:30:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 32 sec |
| CPU time | 50 min 28 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> main:581] : INFO : Epoch 1538 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1479.97 ms [2021-10-07 09:17:21 main:581] : INFO : Epoch 1539 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1474.89 ms [2021-10-07 09:17:23 main:581] : INFO : Epoch 1540 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1463.73 ms [2021-10-07 09:17:24 main:581] : INFO : Epoch 1541 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 1471.09 ms [2021-10-07 09:17:26 main:581] : INFO : Epoch 1542 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1487.87 ms [2021-10-07 09:17:27 main:581] : INFO : Epoch 1543 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1460.59 ms [2021-10-07 09:17:29 main:581] : INFO : Epoch 1544 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1463.5 ms [2021-10-07 09:17:30 main:581] : INFO : Epoch 1545 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1482.66 ms [2021-10-07 09:17:31 main:581] : INFO : Epoch 1546 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1468.82 ms [2021-10-07 09:17:33 main:581] : INFO : Epoch 1547 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1469.08 ms [2021-10-07 09:17:34 main:581] : INFO : Epoch 1548 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1466.51 ms [2021-10-07 09:17:36 main:581] : INFO : Epoch 1549 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1444.29 ms [2021-10-07 09:17:37 main:581] : INFO : Epoch 1550 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1454.47 ms [2021-10-07 09:17:39 main:581] : INFO : Epoch 1551 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1451.95 ms [2021-10-07 09:17:40 main:581] : INFO : Epoch 1552 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 1462.78 ms [2021-10-07 09:17:42 main:581] : INFO : Epoch 1553 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1463.52 ms [2021-10-07 09:17:43 main:581] : INFO : Epoch 1554 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1474.33 ms [2021-10-07 09:17:45 main:581] : INFO : Epoch 1555 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1444.24 ms [2021-10-07 09:17:46 main:581] : INFO : Epoch 1556 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1476.12 ms [2021-10-07 09:17:48 main:581] : INFO : Epoch 1557 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1480.68 ms [2021-10-07 09:17:49 main:581] : INFO : Epoch 1558 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1432.17 ms [2021-10-07 09:17:50 main:581] : INFO : Epoch 1559 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1456.35 ms [2021-10-07 09:17:52 main:581] : INFO : Epoch 1560 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1449.96 ms [2021-10-07 09:17:53 main:581] : INFO : Epoch 1561 | loss: 0.0312492 | val_loss: 0.0312482 | Time: 1485.03 ms [2021-10-07 09:17:55 main:581] : INFO : Epoch 1562 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1477.62 ms [2021-10-07 09:17:56 main:581] : INFO : Epoch 1563 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1509.48 ms [2021-10-07 09:17:58 main:581] : INFO : Epoch 1564 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1505.28 ms [2021-10-07 09:17:59 main:581] : INFO : Epoch 1565 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1510.8 ms [2021-10-07 09:18:01 main:581] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1490.18 ms [2021-10-07 09:18:02 main:581] : INFO : Epoch 1567 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 1456.48 ms [2021-10-07 09:18:04 main:581] : INFO : Epoch 1568 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1454.81 ms [2021-10-07 09:18:05 main:581] : INFO : Epoch 1569 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1474.7 ms [2021-10-07 09:18:07 main:581] : INFO : Epoch 1570 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1454.52 ms [2021-10-07 09:18:08 main:581] : INFO : Epoch 1571 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1458.7 ms [2021-10-07 09:18:10 main:581] : INFO : Epoch 1572 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1459.27 ms [2021-10-07 09:18:11 main:581] : INFO : Epoch 1573 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1456.42 ms [2021-10-07 09:18:13 main:581] : INFO : Epoch 1574 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1450.36 ms [2021-10-07 09:18:14 main:581] : INFO : Epoch 1575 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1463.19 ms [2021-10-07 09:18:15 main:581] : INFO : Epoch 1576 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1446.8 ms [2021-10-07 09:18:17 main:581] : INFO : Epoch 1577 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1461.16 ms [2021-10-07 09:18:18 main:581] : INFO : Epoch 1578 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 1459.05 ms [2021-10-07 09:18:20 main:581] : INFO : Epoch 1579 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 1448.32 ms [2021-10-07 09:18:21 main:581] : INFO : Epoch 1580 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1450.88 ms [2021-10-07 09:18:23 main:581] : INFO : Epoch 1581 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1464.08 ms [2021-10-07 09:18:24 main:581] : INFO : Epoch 1582 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1459.42 ms [2021-10-07 09:18:26 main:581] : INFO : Epoch 1583 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1476.8 ms [2021-10-07 09:18:27 main:581] : INFO : Epoch 1584 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1480.13 ms [2021-10-07 09:18:29 main:581] : INFO : Epoch 1585 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1473.86 ms [2021-10-07 09:18:30 main:581] : INFO : Epoch 1586 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 1476.97 ms [2021-10-07 09:18:32 main:581] : INFO : Epoch 1587 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 1450.45 ms [2021-10-07 09:18:33 main:581] : INFO : Epoch 1588 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1482.03 ms [2021-10-07 09:18:34 main:581] : INFO : Epoch 1589 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1460.02 ms [2021-10-07 09:18:36 main:581] : INFO : Epoch 1590 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1503.02 ms [2021-10-07 09:18:37 main:581] : INFO : Epoch 1591 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1482.4 ms [2021-10-07 09:18:39 main:581] : INFO : Epoch 1592 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1450.64 ms [2021-10-07 09:18:40 main:581] : INFO : Epoch 1593 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1471.17 ms [2021-10-07 09:18:42 main:581] : INFO : Epoch 1594 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1461.8 ms [2021-10-07 09:18:43 main:581] : INFO : Epoch 1595 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1461.3 ms [2021-10-07 09:18:45 main:581] : INFO : Epoch 1596 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1450.54 ms [2021-10-07 09:18:46 main:581] : INFO : Epoch 1597 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1505.01 ms [2021-10-07 09:18:48 main:581] : INFO : Epoch 1598 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1457.2 ms [2021-10-07 09:18:49 main:581] : INFO : Epoch 1599 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1453.29 ms [2021-10-07 09:18:51 main:581] : INFO : Epoch 1600 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1461.53 ms [2021-10-07 09:18:52 main:581] : INFO : Epoch 1601 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1464.81 ms [2021-10-07 09:18:54 main:581] : INFO : Epoch 1602 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1467.32 ms [2021-10-07 09:18:55 main:581] : INFO : Epoch 1603 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1466.6 ms [2021-10-07 09:18:57 main:581] : INFO : Epoch 1604 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1476.54 ms [2021-10-07 09:18:58 main:581] : INFO : Epoch 1605 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1482.24 ms [2021-10-07 09:18:59 main:581] : INFO : Epoch 1606 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1459.79 ms [2021-10-07 09:19:01 main:581] : INFO : Epoch 1607 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1469.19 ms [2021-10-07 09:19:02 main:581] : INFO : Epoch 1608 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1441.37 ms [2021-10-07 09:19:04 main:581] : INFO : Epoch 1609 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1461.4 ms [2021-10-07 09:19:05 main:581] : INFO : Epoch 1610 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1476.39 ms [2021-10-07 09:19:07 main:581] : INFO : Epoch 1611 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1481.66 ms [2021-10-07 09:19:08 main:581] : INFO : Epoch 1612 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1452.28 ms [2021-10-07 09:19:10 main:581] : INFO : Epoch 1613 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1472.98 ms [2021-10-07 09:19:11 main:581] : INFO : Epoch 1614 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1474.74 ms [2021-10-07 09:19:13 main:581] : INFO : Epoch 1615 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1484.24 ms [2021-10-07 09:19:14 main:581] : INFO : Epoch 1616 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1484.28 ms [2021-10-07 09:19:16 main:581] : INFO : Epoch 1617 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1477.29 ms [2021-10-07 09:19:17 main:581] : INFO : Epoch 1618 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1474.58 ms [2021-10-07 09:19:19 main:581] : INFO : Epoch 1619 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1461.43 ms [2021-10-07 09:19:20 main:581] : INFO : Epoch 1620 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1470.38 ms [2021-10-07 09:19:22 main:581] : INFO : Epoch 1621 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1468.27 ms [2021-10-07 09:19:23 main:581] : INFO : Epoch 1622 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1469.98 ms [2021-10-07 09:19:24 main:581] : INFO : Epoch 1623 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1461.8 ms [2021-10-07 09:19:26 main:581] : INFO : Epoch 1624 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1479.15 ms [2021-10-07 09:19:27 main:581] : INFO : Epoch 1625 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1475.63 ms [2021-10-07 09:19:29 main:581] : INFO : Epoch 1626 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 1458.48 ms [2021-10-07 09:19:30 main:581] : INFO : Epoch 1627 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1479.74 ms [2021-10-07 09:19:32 main:581] : INFO : Epoch 1628 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1489.64 ms [2021-10-07 09:19:33 main:581] : INFO : Epoch 1629 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1465.46 ms [2021-10-07 09:19:35 main:581] : INFO : Epoch 1630 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1462.19 ms [2021-10-07 09:19:36 main:581] : INFO : Epoch 1631 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1456.28 ms [2021-10-07 09:19:38 main:581] : INFO : Epoch 1632 | loss: 0.0312495 | val_loss: 0.031248 | Time: 1467 ms [2021-10-07 09:19:39 main:581] : INFO : Epoch 1633 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1441.54 ms [2021-10-07 09:19:41 main:581] : INFO : Epoch 1634 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1451.64 ms [2021-10-07 09:19:42 main:581] : INFO : Epoch 1635 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1448.94 ms [2021-10-07 09:19:43 main:581] : INFO : Epoch 1636 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1459.65 ms [2021-10-07 09:19:45 main:581] : INFO : Epoch 1637 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1465.57 ms [2021-10-07 09:19:46 main:581] : INFO : Epoch 1638 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1460.28 ms [2021-10-07 09:19:48 main:581] : INFO : Epoch 1639 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1497.67 ms [2021-10-07 09:19:49 main:581] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1483.17 ms [2021-10-07 09:19:51 main:581] : INFO : Epoch 1641 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1460.48 ms [2021-10-07 09:19:52 main:581] : INFO : Epoch 1642 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1466.27 ms [2021-10-07 09:19:54 main:581] : INFO : Epoch 1643 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1501.76 ms [2021-10-07 09:19:55 main:581] : INFO : Epoch 1644 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1460.01 ms [2021-10-07 09:19:57 main:581] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312485 | Time: 1460.82 ms [2021-10-07 09:19:58 main:581] : INFO : Epoch 1646 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1451.69 ms [2021-10-07 09:20:00 main:581] : INFO : Epoch 1647 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1465.13 ms [2021-10-07 09:20:01 main:581] : INFO : Epoch 1648 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1464 ms [2021-10-07 09:20:03 main:581] : INFO : Epoch 1649 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1452.14 ms [2021-10-07 09:20:04 main:581] : INFO : Epoch 1650 | loss: 0.0312495 | val_loss: 0.031248 | Time: 1454.6 ms [2021-10-07 09:20:06 main:581] : INFO : Epoch 1651 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1482.14 ms [2021-10-07 09:20:07 main:581] : INFO : Epoch 1652 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1486.95 ms [2021-10-07 09:20:08 main:581] : INFO : Epoch 1653 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1451.57 ms [2021-10-07 09:20:10 main:581] : INFO : Epoch 1654 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1455 ms [2021-10-07 09:20:11 main:581] : INFO : Epoch 1655 | loss: 0.031249 | val_loss: 0.0312479 | Time: 1444.06 ms [2021-10-07 09:20:13 main:581] : INFO : Epoch 1656 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 1464.49 ms [2021-10-07 09:20:14 main:581] : INFO : Epoch 1657 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 1476.42 ms [2021-10-07 09:20:16 main:581] : INFO : Epoch 1658 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1448.93 ms [2021-10-07 09:20:17 main:581] : INFO : Epoch 1659 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1478.97 ms [2021-10-07 09:20:19 main:581] : INFO : Epoch 1660 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1508.12 ms [2021-10-07 09:20:20 main:581] : INFO : Epoch 1661 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 1516.13 ms [2021-10-07 09:20:22 main:581] : INFO : Epoch 1662 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1514.75 ms [2021-10-07 09:20:23 main:581] : INFO : Epoch 1663 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1518.01 ms [2021-10-07 09:20:25 main:581] : INFO : Epoch 1664 | loss: 0.031249 | val_loss: 0.0312478 | Time: 1452.85 ms [2021-10-07 09:20:26 main:581] : INFO : Epoch 1665 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1457.83 ms [2021-10-07 09:20:28 main:581] : INFO : Epoch 1666 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1453.19 ms [2021-10-07 09:20:29 main:581] : INFO : Epoch 1667 | loss: 0.0312499 | val_loss: 0.0312485 | Time: 1469.12 ms [2021-10-07 09:20:31 main:581] : INFO : Epoch 1668 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1436.37 ms [2021-10-07 09:20:32 main:581] : INFO : Epoch 1669 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1468.87 ms [2021-10-07 09:20:34 main:581] : INFO : Epoch 1670 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1471.2 ms [2021-10-07 09:20:35 main:581] : INFO : Epoch 1671 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1464.97 ms [2021-10-07 09:20:36 main:581] : INFO : Epoch 1672 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1465.52 ms [2021-10-07 09:20:38 main:581] : INFO : Epoch 1673 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 1468.57 ms [2021-10-07 09:20:39 main:581] : INFO : Epoch 1674 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1449.79 ms [2021-10-07 09:20:41 main:581] : INFO : Epoch 1675 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1479.32 ms [2021-10-07 09:20:42 main:581] : INFO : Epoch 1676 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1500.76 ms [2021-10-07 09:20:44 main:581] : INFO : Epoch 1677 | loss: 0.0312494 | val_loss: 0.0312476 | Time: 1485.23 ms [2021-10-07 09:20:45 main:581] : INFO : Epoch 1678 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1505.38 ms [2021-10-07 09:20:47 main:581] : INFO : Epoch 1679 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1503.3 ms [2021-10-07 09:20:48 main:581] : INFO : Epoch 1680 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1496.62 ms [2021-10-07 09:20:50 main:581] : INFO : Epoch 1681 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1509.47 ms [2021-10-07 09:20:51 main:581] : INFO : Epoch 1682 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1542.56 ms [2021-10-07 09:20:53 main:581] : INFO : Epoch 1683 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1490.02 ms [2021-10-07 09:20:54 main:581] : INFO : Epoch 1684 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1469.49 ms [2021-10-07 09:20:56 main:581] : INFO : Epoch 1685 | loss: 0.031249 | val_loss: 0.031248 | Time: 1497.04 ms [2021-10-07 09:20:57 main:581] : INFO : Epoch 1686 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1463.01 ms [2021-10-07 09:20:59 main:581] : INFO : Epoch 1687 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1469.9 ms [2021-10-07 09:21:00 main:581] : INFO : Epoch 1688 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1501.89 ms [2021-10-07 09:21:02 main:581] : INFO : Epoch 1689 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1459.42 ms [2021-10-07 09:21:03 main:581] : INFO : Epoch 1690 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1464.39 ms [2021-10-07 09:21:05 main:581] : INFO : Epoch 1691 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1457.58 ms [2021-10-07 09:21:06 main:581] : INFO : Epoch 1692 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1493.62 ms [2021-10-07 09:21:08 main:581] : INFO : Epoch 1693 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 1497.19 ms [2021-10-07 09:21:09 main:581] : INFO : Epoch 1694 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1463.66 ms [2021-10-07 09:21:11 main:581] : INFO : Epoch 1695 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1476.56 ms [2021-10-07 09:21:12 main:581] : INFO : Epoch 1696 | loss: 0.0312514 | val_loss: 0.0312476 | Time: 1505.21 ms [2021-10-07 09:21:14 main:581] : INFO : Epoch 1697 | loss: 0.0312491 | val_loss: 0.0312517 | Time: 1486.25 ms [2021-10-07 09:21:15 main:581] : INFO : Epoch 1698 | loss: 0.0312495 | val_loss: 0.0312475 | Time: 1457.75 ms [2021-10-07 09:21:17 main:581] : INFO : Epoch 1699 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1467.91 ms [2021-10-07 09:21:18 main:581] : INFO : Epoch 1700 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1469.26 ms [2021-10-07 09:21:19 main:581] : INFO : Epoch 1701 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1447.79 ms [2021-10-07 09:21:21 main:581] : INFO : Epoch 1702 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1491.46 ms [2021-10-07 09:21:22 main:581] : INFO : Epoch 1703 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1484.26 ms [2021-10-07 09:21:24 main:581] : INFO : Epoch 1704 | loss: 0.0312493 | val_loss: 0.0312479 | Time: 1486.57 ms [2021-10-07 09:21:25 main:581] : INFO : Epoch 1705 | loss: 0.0312493 | val_loss: 0.0312478 | Time: 1450.42 ms [2021-10-07 09:21:27 main:581] : INFO : Epoch 1706 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1474.44 ms [2021-10-07 09:21:28 main:581] : INFO : Epoch 1707 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 1491.69 ms [2021-10-07 09:21:30 main:581] : INFO : Epoch 1708 | loss: 0.031249 | val_loss: 0.0312479 | Time: 1501.58 ms [2021-10-07 09:21:31 main:581] : INFO : Epoch 1709 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1570.75 ms [2021-10-07 09:21:33 main:581] : INFO : Epoch 1710 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 1553.26 ms [2021-10-07 09:21:34 main:581] : INFO : Epoch 1711 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1488.16 ms [2021-10-07 09:21:36 main:581] : INFO : Epoch 1712 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1480.06 ms [2021-10-07 09:21:37 main:581] : INFO : Epoch 1713 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1518.4 ms [2021-10-07 09:21:39 main:581] : INFO : Epoch 1714 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1455.04 ms [2021-10-07 09:21:40 main:581] : INFO : Epoch 1715 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1488.68 ms [2021-10-07 09:21:42 main:581] : INFO : Epoch 1716 | loss: 0.0312498 | val_loss: 0.0312481 | Time: 1460.7 ms [2021-10-07 09:21:43 main:581] : INFO : Epoch 1717 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1490.13 ms [2021-10-07 09:21:45 main:581] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.0312476 | Time: 1472.95 ms [2021-10-07 09:21:46 main:581] : INFO : Epoch 1719 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1494.46 ms [2021-10-07 09:21:48 main:581] : INFO : Epoch 1720 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1469.73 ms [2021-10-07 09:21:49 main:581] : INFO : Epoch 1721 | loss: 0.031249 | val_loss: 0.0312476 | Time: 1449.34 ms [2021-10-07 09:21:51 main:581] : INFO : Epoch 1722 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1480.29 ms [2021-10-07 09:21:52 main:581] : INFO : Epoch 1723 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1471.38 ms [2021-10-07 09:21:54 main:581] : INFO : Epoch 1724 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1476.19 ms [2021-10-07 09:21:55 main:581] : INFO : Epoch 1725 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 1447.7 ms [2021-10-07 09:21:57 main:581] : INFO : Epoch 1726 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1470.65 ms [2021-10-07 09:21:58 main:581] : INFO : Epoch 1727 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1462.22 ms [2021-10-07 09:21:59 main:581] : INFO : Epoch 1728 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1448.04 ms [2021-10-07 09:22:01 main:581] : INFO : Epoch 1729 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1468.78 ms [2021-10-07 09:22:02 main:581] : INFO : Epoch 1730 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1469.89 ms [2021-10-07 09:22:04 main:581] : INFO : Epoch 1731 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1492.96 ms [2021-10-07 09:22:05 main:581] : INFO : Epoch 1732 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1487.87 ms [2021-10-07 09:22:07 main:581] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.031253 | Time: 1475.9 ms [2021-10-07 09:22:08 main:581] : INFO : Epoch 1734 | loss: 0.0312517 | val_loss: 0.0312477 | Time: 1464.87 ms [2021-10-07 09:22:10 main:581] : INFO : Epoch 1735 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1457 ms [2021-10-07 09:22:11 main:581] : INFO : Epoch 1736 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1477.17 ms [2021-10-07 09:22:13 main:581] : INFO : Epoch 1737 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1448.99 ms [2021-10-07 09:22:14 main:581] : INFO : Epoch 1738 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1489.78 ms [2021-10-07 09:22:16 main:581] : INFO : Epoch 1739 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1483.39 ms [2021-10-07 09:22:17 main:581] : INFO : Epoch 1740 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1464.29 ms [2021-10-07 09:22:19 main:581] : INFO : Epoch 1741 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1467.35 ms [2021-10-07 09:22:20 main:581] : INFO : Epoch 1742 | loss: 0.031249 | val_loss: 0.0312477 | Time: 1445.64 ms [2021-10-07 09:22:22 main:581] : INFO : Epoch 1743 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1460.37 ms [2021-10-07 09:22:23 main:581] : INFO : Epoch 1744 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1462.03 ms [2021-10-07 09:22:24 main:581] : INFO : Epoch 1745 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 1481.43 ms [2021-10-07 09:22:26 main:581] : INFO : Epoch 1746 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1426.57 ms [2021-10-07 09:22:27 main:581] : INFO : Epoch 1747 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1481.04 ms [2021-10-07 09:22:29 main:581] : INFO : Epoch 1748 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1473.11 ms [2021-10-07 09:22:30 main:581] : INFO : Epoch 1749 | loss: 0.0312483 | val_loss: 0.0312507 | Time: 1615.43 ms [2021-10-07 09:22:32 main:581] : INFO : Epoch 1750 | loss: 0.03125 | val_loss: 0.0312481 | Time: 1530.22 ms [2021-10-07 09:22:33 main:581] : INFO : Epoch 1751 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1442.91 ms [2021-10-07 09:22:35 main:581] : INFO : Epoch 1752 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1464.69 ms [2021-10-07 09:22:36 main:581] : INFO : Epoch 1753 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1466.56 ms [2021-10-07 09:22:38 main:581] : INFO : Epoch 1754 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1500.28 ms [2021-10-07 09:22:39 main:581] : INFO : Epoch 1755 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1468.83 ms [2021-10-07 09:22:41 main:581] : INFO : Epoch 1756 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1466.82 ms [2021-10-07 09:22:42 main:581] : INFO : Epoch 1757 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1477.02 ms [2021-10-07 09:22:44 main:581] : INFO : Epoch 1758 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1484.43 ms [2021-10-07 09:22:45 main:581] : INFO : Epoch 1759 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1484.4 ms [2021-10-07 09:22:47 main:581] : INFO : Epoch 1760 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1484.75 ms [2021-10-07 09:22:48 main:581] : INFO : Epoch 1761 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1481.55 ms [2021-10-07 09:22:50 main:581] : INFO : Epoch 1762 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1484.89 ms [2021-10-07 09:22:51 main:581] : INFO : Epoch 1763 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1452.23 ms [2021-10-07 09:22:53 main:581] : INFO : Epoch 1764 | loss: 0.0312492 | val_loss: 0.0312472 | Time: 1475.98 ms [2021-10-07 09:22:54 main:581] : INFO : Epoch 1765 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1477.69 ms [2021-10-07 09:22:56 main:581] : INFO : Epoch 1766 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1475.05 ms [2021-10-07 09:22:57 main:581] : INFO : Epoch 1767 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1490.48 ms [2021-10-07 09:22:59 main:581] : INFO : Epoch 1768 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 1463.68 ms [2021-10-07 09:23:00 main:581] : INFO : Epoch 1769 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1480.71 ms [2021-10-07 09:23:01 main:581] : INFO : Epoch 1770 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1478.28 ms [2021-10-07 09:23:03 main:581] : INFO : Epoch 1771 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1470.42 ms [2021-10-07 09:23:04 main:581] : INFO : Epoch 1772 | loss: 0.03125 | val_loss: 0.0312481 | Time: 1430.73 ms [2021-10-07 09:23:06 main:581] : INFO : Epoch 1773 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1515.3 ms [2021-10-07 09:23:07 main:581] : INFO : Epoch 1774 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 1520.89 ms [2021-10-07 09:23:09 main:581] : INFO : Epoch 1775 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1455.92 ms [2021-10-07 09:23:10 main:581] : INFO : Epoch 1776 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1459.22 ms [2021-10-07 09:23:12 main:581] : INFO : Epoch 1777 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1474.94 ms [2021-10-07 09:23:13 main:581] : INFO : Epoch 1778 | loss: 0.031248 | val_loss: 0.0312482 | Time: 1487.37 ms [2021-10-07 09:23:15 main:581] : INFO : Epoch 1779 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1464.35 ms [2021-10-07 09:23:16 main:581] : INFO : Epoch 1780 | loss: 0.031248 | val_loss: 0.031248 | Time: 1526.74 ms [2021-10-07 09:23:18 main:581] : INFO : Epoch 1781 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1622.27 ms [2021-10-07 09:23:19 main:581] : INFO : Epoch 1782 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1482.23 ms [2021-10-07 09:23:21 main:581] : INFO : Epoch 1783 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1479.13 ms [2021-10-07 09:23:22 main:581] : INFO : Epoch 1784 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1473.8 ms [2021-10-07 09:23:24 main:581] : INFO : Epoch 1785 | loss: 0.031249 | val_loss: 0.0312476 | Time: 1463.61 ms [2021-10-07 09:23:25 main:581] : INFO : Epoch 1786 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 1453.16 ms [2021-10-07 09:23:27 main:581] : INFO : Epoch 1787 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1470.86 ms [2021-10-07 09:23:28 main:581] : INFO : Epoch 1788 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 1477.48 ms [2021-10-07 09:23:30 main:581] : INFO : Epoch 1789 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1469 ms [2021-10-07 09:23:31 main:581] : INFO : Epoch 1790 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1460.95 ms [2021-10-07 09:23:33 main:581] : INFO : Epoch 1791 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1440.9 ms [2021-10-07 09:23:34 main:581] : INFO : Epoch 1792 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 1470.53 ms [2021-10-07 09:23:36 main:581] : INFO : Epoch 1793 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1467.52 ms [2021-10-07 09:23:37 main:581] : INFO : Epoch 1794 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1463.05 ms [2021-10-07 09:23:38 main:581] : INFO : Epoch 1795 | loss: 0.031248 | val_loss: 0.0312483 | Time: 1472.38 ms [2021-10-07 09:23:40 main:581] : INFO : Epoch 1796 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1450.47 ms [2021-10-07 09:23:41 main:581] : INFO : Epoch 1797 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1506.64 ms [2021-10-07 09:23:43 main:581] : INFO : Epoch 1798 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1473.84 ms [2021-10-07 09:23:44 main:581] : INFO : Epoch 1799 | loss: 0.0312514 | val_loss: 0.0312489 | Time: 1452.24 ms [2021-10-07 09:23:46 main:581] : INFO : Epoch 1800 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1470.1 ms [2021-10-07 09:23:47 main:581] : INFO : Epoch 1801 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1485.84 ms [2021-10-07 09:23:49 main:581] : INFO : Epoch 1802 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1483.35 ms [2021-10-07 09:23:50 main:581] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 1478.35 ms [2021-10-07 09:23:52 main:581] : INFO : Epoch 1804 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1493.38 ms [2021-10-07 09:23:53 main:581] : INFO : Epoch 1805 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1469.13 ms [2021-10-07 09:23:55 main:581] : INFO : Epoch 1806 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1465.36 ms [2021-10-07 09:23:56 main:581] : INFO : Epoch 1807 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1477.63 ms [2021-10-07 09:23:58 main:581] : INFO : Epoch 1808 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1482.44 ms [2021-10-07 09:23:59 main:581] : INFO : Epoch 1809 | loss: 0.0312488 | val_loss: 0.0312516 | Time: 1450.77 ms [2021-10-07 09:24:01 main:581] : INFO : Epoch 1810 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1482.09 ms [2021-10-07 09:24:02 main:581] : INFO : Epoch 1811 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1484.01 ms [2021-10-07 09:24:04 main:581] : INFO : Epoch 1812 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1481.01 ms [2021-10-07 09:24:05 main:581] : INFO : Epoch 1813 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1465.28 ms [2021-10-07 09:24:06 main:581] : INFO : Epoch 1814 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1476.34 ms [2021-10-07 09:24:08 main:581] : INFO : Epoch 1815 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1488.32 ms [2021-10-07 09:24:09 main:581] : INFO : Epoch 1816 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 1468.11 ms [2021-10-07 09:24:11 main:581] : INFO : Epoch 1817 | loss: 0.0312507 | val_loss: 0.0312485 | Time: 1483.96 ms [2021-10-07 09:24:12 main:581] : INFO : Epoch 1818 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1541.29 ms [2021-10-07 09:24:14 main:581] : INFO : Epoch 1819 | loss: 0.0312495 | val_loss: 0.0312474 | Time: 1458.02 ms [2021-10-07 09:24:15 main:581] : INFO : Epoch 1820 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1514.15 ms [2021-10-07 09:24:17 main:581] : INFO : Epoch 1821 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1475.7 ms [2021-10-07 09:24:18 main:581] : INFO : Epoch 1822 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1483.21 ms [2021-10-07 09:24:20 main:581] : INFO : Epoch 1823 | loss: 0.0312487 | val_loss: 0.0312511 | Time: 1495.6 ms [2021-10-07 09:24:21 main:581] : INFO : Epoch 1824 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 1472.8 ms [2021-10-07 09:24:23 main:581] : INFO : Epoch 1825 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1463.49 ms [2021-10-07 09:24:24 main:581] : INFO : Epoch 1826 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 1474.62 ms [2021-10-07 09:24:26 main:581] : INFO : Epoch 1827 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1457.69 ms [2021-10-07 09:24:27 main:581] : INFO : Epoch 1828 | loss: 0.031248 | val_loss: 0.0312487 | Time: 1482.19 ms [2021-10-07 09:24:29 main:581] : INFO : Epoch 1829 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1484.68 ms [2021-10-07 09:24:30 main:581] : INFO : Epoch 1830 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 1476.88 ms [2021-10-07 09:24:32 main:581] : INFO : Epoch 1831 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1474.57 ms [2021-10-07 09:24:33 main:581] : INFO : Epoch 1832 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1489.4 ms [2021-10-07 09:24:35 main:581] : INFO : Epoch 1833 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1488.46 ms [2021-10-07 09:24:36 main:581] : INFO : Epoch 1834 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1449.64 ms [2021-10-07 09:24:38 main:581] : INFO : Epoch 1835 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1473.76 ms [2021-10-07 09:24:39 main:581] : INFO : Epoch 1836 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1457.93 ms [2021-10-07 09:24:41 main:581] : INFO : Epoch 1837 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1453.99 ms [2021-10-07 09:24:42 main:581] : INFO : Epoch 1838 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1472.04 ms [2021-10-07 09:24:43 main:581] : INFO : Epoch 1839 | loss: 0.0312486 | val_loss: 0.031251 | Time: 1464.95 ms [2021-10-07 09:24:45 main:581] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1463.94 ms [2021-10-07 09:24:46 main:581] : INFO : Epoch 1841 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1483.28 ms [2021-10-07 09:24:48 main:581] : INFO : Epoch 1842 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1453.58 ms [2021-10-07 09:24:49 main:581] : INFO : Epoch 1843 | loss: 0.031249 | val_loss: 0.0312472 | Time: 1459.28 ms [2021-10-07 09:24:51 main:581] : INFO : Epoch 1844 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1455.26 ms [2021-10-07 09:24:52 main:581] : INFO : Epoch 1845 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1480.87 ms [2021-10-07 09:24:54 main:581] : INFO : Epoch 1846 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1475.77 ms [2021-10-07 09:24:55 main:581] : INFO : Epoch 1847 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1482.43 ms [2021-10-07 09:24:57 main:581] : INFO : Epoch 1848 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1458.03 ms [2021-10-07 09:24:58 main:581] : INFO : Epoch 1849 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1471.69 ms [2021-10-07 09:25:00 main:581] : INFO : Epoch 1850 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1493.84 ms [2021-10-07 09:25:01 main:581] : INFO : Epoch 1851 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1462.69 ms [2021-10-07 09:25:03 main:581] : INFO : Epoch 1852 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1460.84 ms [2021-10-07 09:25:04 main:581] : INFO : Epoch 1853 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1479.47 ms [2021-10-07 09:25:05 main:581] : INFO : Epoch 1854 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1456.47 ms [2021-10-07 09:25:07 main:581] : INFO : Epoch 1855 | loss: 0.031248 | val_loss: 0.0312482 | Time: 1454.26 ms [2021-10-07 09:25:08 main:581] : INFO : Epoch 1856 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1451.86 ms [2021-10-07 09:25:10 main:581] : INFO : Epoch 1857 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1471.69 ms [2021-10-07 09:25:11 main:581] : INFO : Epoch 1858 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1461.54 ms [2021-10-07 09:25:13 main:581] : INFO : Epoch 1859 | loss: 0.0312476 | val_loss: 0.0312533 | Time: 1469.7 ms [2021-10-07 09:25:14 main:581] : INFO : Epoch 1860 | loss: 0.0312509 | val_loss: 0.0312487 | Time: 1500.73 ms [2021-10-07 09:25:16 main:581] : INFO : Epoch 1861 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 1463.82 ms [2021-10-07 09:25:17 main:581] : INFO : Epoch 1862 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1467.37 ms [2021-10-07 09:25:19 main:581] : INFO : Epoch 1863 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1470.61 ms [2021-10-07 09:25:20 main:581] : INFO : Epoch 1864 | loss: 0.0312484 | val_loss: 0.0312506 | Time: 1484.58 ms [2021-10-07 09:25:22 main:581] : INFO : Epoch 1865 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1465.31 ms [2021-10-07 09:25:23 main:581] : INFO : Epoch 1866 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1491.54 ms [2021-10-07 09:25:25 main:581] : INFO : Epoch 1867 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1469.18 ms [2021-10-07 09:25:26 main:581] : INFO : Epoch 1868 | loss: 0.03125 | val_loss: 0.0312485 | Time: 1553.34 ms [2021-10-07 09:25:28 main:581] : INFO : Epoch 1869 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1532.46 ms [2021-10-07 09:25:29 main:581] : INFO : Epoch 1870 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1477.82 ms [2021-10-07 09:25:31 main:581] : INFO : Epoch 1871 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1461.67 ms [2021-10-07 09:25:32 main:581] : INFO : Epoch 1872 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1479.95 ms [2021-10-07 09:25:34 main:581] : INFO : Epoch 1873 | loss: 0.031248 | val_loss: 0.0312495 | Time: 1496.93 ms [2021-10-07 09:25:35 main:581] : INFO : Epoch 1874 | loss: 0.0312493 | val_loss: 0.0312543 | Time: 1509.9 ms [2021-10-07 09:25:37 main:581] : INFO : Epoch 1875 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1469.66 ms [2021-10-07 09:25:38 main:581] : INFO : Epoch 1876 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1486.15 ms [2021-10-07 09:25:40 main:581] : INFO : Epoch 1877 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 1463.61 ms [2021-10-07 09:25:41 main:581] : INFO : Epoch 1878 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 1543.47 ms [2021-10-07 09:25:43 main:581] : INFO : Epoch 1879 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1488.05 ms [2021-10-07 09:25:44 main:581] : INFO : Epoch 1880 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 1484.47 ms [2021-10-07 09:25:46 main:581] : INFO : Epoch 1881 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1469.89 ms [2021-10-07 09:25:47 main:581] : INFO : Epoch 1882 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 1465.92 ms [2021-10-07 09:25:48 main:581] : INFO : Epoch 1883 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1476.85 ms [2021-10-07 09:25:50 main:581] : INFO : Epoch 1884 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1438.9 ms [2021-10-07 09:25:51 main:581] : INFO : Epoch 1885 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1475.02 ms [2021-10-07 09:25:53 main:581] : INFO : Epoch 1886 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1455.91 ms [2021-10-07 09:25:54 main:581] : INFO : Epoch 1887 | loss: 0.0312495 | val_loss: 0.031254 | Time: 1452.15 ms [2021-10-07 09:25:56 main:581] : INFO : Epoch 1888 | loss: 0.0312495 | val_loss: 0.0312474 | Time: 1452.12 ms [2021-10-07 09:25:57 main:581] : INFO : Epoch 1889 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1469.24 ms [2021-10-07 09:25:59 main:581] : INFO : Epoch 1890 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1494.63 ms [2021-10-07 09:26:00 main:581] : INFO : Epoch 1891 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1484.75 ms [2021-10-07 09:26:02 main:581] : INFO : Epoch 1892 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1474.64 ms [2021-10-07 09:26:03 main:581] : INFO : Epoch 1893 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1460.58 ms [2021-10-07 09:26:05 main:581] : INFO : Epoch 1894 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1459.27 ms [2021-10-07 09:26:06 main:581] : INFO : Epoch 1895 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1486.4 ms [2021-10-07 09:26:08 main:581] : INFO : Epoch 1896 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1454.99 ms [2021-10-07 09:26:09 main:581] : INFO : Epoch 1897 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1480.32 ms [2021-10-07 09:26:11 main:581] : INFO : Epoch 1898 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1500.44 ms [2021-10-07 09:26:12 main:581] : INFO : Epoch 1899 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1479.9 ms [2021-10-07 09:26:13 main:581] : INFO : Epoch 1900 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 1482.47 ms [2021-10-07 09:26:15 main:581] : INFO : Epoch 1901 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1475.13 ms [2021-10-07 09:26:16 main:581] : INFO : Epoch 1902 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1463.2 ms [2021-10-07 09:26:18 main:581] : INFO : Epoch 1903 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1584.65 ms [2021-10-07 09:26:20 main:581] : INFO : Epoch 1904 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1713.91 ms [2021-10-07 09:26:21 main:581] : INFO : Epoch 1905 | loss: 0.0312493 | val_loss: 0.0312474 | Time: 1647.11 ms [2021-10-07 09:26:23 main:581] : INFO : Epoch 1906 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1483.85 ms [2021-10-07 09:26:24 main:581] : INFO : Epoch 1907 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1473.19 ms [2021-10-07 09:26:26 main:581] : INFO : Epoch 1908 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1453.81 ms [2021-10-07 09:26:27 main:581] : INFO : Epoch 1909 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 1515.66 ms [2021-10-07 09:26:29 main:581] : INFO : Epoch 1910 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1499.21 ms [2021-10-07 09:26:30 main:581] : INFO : Epoch 1911 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1473.21 ms [2021-10-07 09:26:32 main:581] : INFO : Epoch 1912 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1454.41 ms [2021-10-07 09:26:33 main:581] : INFO : Epoch 1913 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1466.83 ms [2021-10-07 09:26:35 main:581] : INFO : Epoch 1914 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1463.44 ms [2021-10-07 09:26:36 main:581] : INFO : Epoch 1915 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1516.31 ms [2021-10-07 09:26:38 main:581] : INFO : Epoch 1916 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 1474.44 ms [2021-10-07 09:26:39 main:581] : INFO : Epoch 1917 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1470.81 ms [2021-10-07 09:26:41 main:581] : INFO : Epoch 1918 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1474.45 ms [2021-10-07 09:26:42 main:581] : INFO : Epoch 1919 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 1477.72 ms [2021-10-07 09:26:44 main:581] : INFO : Epoch 1920 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1510.29 ms [2021-10-07 09:26:45 main:581] : INFO : Epoch 1921 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1458.29 ms [2021-10-07 09:26:46 main:581] : INFO : Epoch 1922 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1451.71 ms [2021-10-07 09:26:48 main:581] : INFO : Epoch 1923 | loss: 0.0312497 | val_loss: 0.0312535 | Time: 1455.37 ms [2021-10-07 09:26:49 main:581] : INFO : Epoch 1924 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1482.47 ms [2021-10-07 09:26:51 main:581] : INFO : Epoch 1925 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1452.26 ms [2021-10-07 09:26:52 main:581] : INFO : Epoch 1926 | loss: 0.031248 | val_loss: 0.031251 | Time: 1460.66 ms [2021-10-07 09:26:54 main:581] : INFO : Epoch 1927 | loss: 0.0312495 | val_loss: 0.0312478 | Time: 1459.52 ms [2021-10-07 09:26:55 main:581] : INFO : Epoch 1928 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1448.19 ms [2021-10-07 09:26:57 main:581] : INFO : Epoch 1929 | loss: 0.031249 | val_loss: 0.0312476 | Time: 1478.05 ms [2021-10-07 09:26:58 main:581] : INFO : Epoch 1930 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1463.02 ms [2021-10-07 09:27:00 main:581] : INFO : Epoch 1931 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1482.37 ms [2021-10-07 09:27:01 main:581] : INFO : Epoch 1932 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1478.72 ms [2021-10-07 09:27:03 main:581] : INFO : Epoch 1933 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 1460.41 ms [2021-10-07 09:27:04 main:581] : INFO : Epoch 1934 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1458.78 ms [2021-10-07 09:27:06 main:581] : INFO : Epoch 1935 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1509.89 ms [2021-10-07 09:27:07 main:581] : INFO : Epoch 1936 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 1449.36 ms [2021-10-07 09:27:08 main:581] : INFO : Epoch 1937 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1456.36 ms [2021-10-07 09:27:10 main:581] : INFO : Epoch 1938 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1458.72 ms [2021-10-07 09:27:11 main:581] : INFO : Epoch 1939 | loss: 0.0312493 | val_loss: 0.0312473 | Time: 1488.27 ms [2021-10-07 09:27:13 main:581] : INFO : Epoch 1940 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1473.3 ms [2021-10-07 09:27:14 main:581] : INFO : Epoch 1941 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1497.35 ms [2021-10-07 09:27:16 main:581] : INFO : Epoch 1942 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1482.04 ms [2021-10-07 09:27:17 main:581] : INFO : Epoch 1943 | loss: 0.0312484 | val_loss: 0.0312515 | Time: 1477.92 ms [2021-10-07 09:27:19 main:581] : INFO : Epoch 1944 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 1470.64 ms [2021-10-07 09:27:20 main:581] : INFO : Epoch 1945 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1480.93 ms [2021-10-07 09:27:22 main:581] : INFO : Epoch 1946 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1473.97 ms [2021-10-07 09:27:23 main:581] : INFO : Epoch 1947 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1470.54 ms [2021-10-07 09:27:25 main:581] : INFO : Epoch 1948 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 1484.67 ms [2021-10-07 09:27:26 main:581] : INFO : Epoch 1949 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1456.67 ms [2021-10-07 09:27:28 main:581] : INFO : Epoch 1950 | loss: 0.0312493 | val_loss: 0.0312472 | Time: 1464 ms [2021-10-07 09:27:29 main:581] : INFO : Epoch 1951 | loss: 0.0312489 | val_loss: 0.0312479 | Time: 1436.64 ms [2021-10-07 09:27:31 main:581] : INFO : Epoch 1952 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1446.89 ms [2021-10-07 09:27:32 main:581] : INFO : Epoch 1953 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1446.2 ms [2021-10-07 09:27:33 main:581] : INFO : Epoch 1954 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1462.78 ms [2021-10-07 09:27:35 main:581] : INFO : Epoch 1955 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 1490.82 ms [2021-10-07 09:27:36 main:581] : INFO : Epoch 1956 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1448.26 ms [2021-10-07 09:27:38 main:581] : INFO : Epoch 1957 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1480.58 ms [2021-10-07 09:27:39 main:581] : INFO : Epoch 1958 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1489.17 ms [2021-10-07 09:27:41 main:581] : INFO : Epoch 1959 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 1459.48 ms [2021-10-07 09:27:42 main:581] : INFO : Epoch 1960 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1476.69 ms [2021-10-07 09:27:44 main:581] : INFO : Epoch 1961 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 1474.28 ms [2021-10-07 09:27:45 main:581] : INFO : Epoch 1962 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1460.35 ms [2021-10-07 09:27:47 main:581] : INFO : Epoch 1963 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1452.01 ms [2021-10-07 09:27:48 main:581] : INFO : Epoch 1964 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1483.29 ms [2021-10-07 09:27:50 main:581] : INFO : Epoch 1965 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1459.88 ms [2021-10-07 09:27:51 main:581] : INFO : Epoch 1966 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1436.38 ms [2021-10-07 09:27:53 main:581] : INFO : Epoch 1967 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1452.68 ms [2021-10-07 09:27:54 main:581] : INFO : Epoch 1968 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1458.86 ms [2021-10-07 09:27:55 main:581] : INFO : Epoch 1969 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 1466.61 ms [2021-10-07 09:27:57 main:581] : INFO : Epoch 1970 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1459.1 ms [2021-10-07 09:27:58 main:581] : INFO : Epoch 1971 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1465.89 ms [2021-10-07 09:28:00 main:581] : INFO : Epoch 1972 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 1492.86 ms [2021-10-07 09:28:01 main:581] : INFO : Epoch 1973 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1477.07 ms [2021-10-07 09:28:03 main:581] : INFO : Epoch 1974 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1470.19 ms [2021-10-07 09:28:04 main:581] : INFO : Epoch 1975 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1458.4 ms [2021-10-07 09:28:06 main:581] : INFO : Epoch 1976 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 1455.31 ms [2021-10-07 09:28:07 main:581] : INFO : Epoch 1977 | loss: 0.0312478 | val_loss: 0.0312515 | Time: 1473.85 ms [2021-10-07 09:28:09 main:581] : INFO : Epoch 1978 | loss: 0.0312502 | val_loss: 0.0312487 | Time: 1518.44 ms [2021-10-07 09:28:10 main:581] : INFO : Epoch 1979 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1491.26 ms [2021-10-07 09:28:12 main:581] : INFO : Epoch 1980 | loss: 0.0312483 | val_loss: 0.031251 | Time: 1451.61 ms [2021-10-07 09:28:13 main:581] : INFO : Epoch 1981 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 1492.92 ms [2021-10-07 09:28:15 main:581] : INFO : Epoch 1982 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1458.53 ms [2021-10-07 09:28:16 main:581] : INFO : Epoch 1983 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1437.22 ms [2021-10-07 09:28:18 main:581] : INFO : Epoch 1984 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1467.99 ms [2021-10-07 09:28:19 main:581] : INFO : Epoch 1985 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1464.46 ms [2021-10-07 09:28:20 main:581] : INFO : Epoch 1986 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1453.73 ms [2021-10-07 09:28:22 main:581] : INFO : Epoch 1987 | loss: 0.0312484 | val_loss: 0.0312516 | Time: 1459 ms [2021-10-07 09:28:23 main:581] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312482 | Time: 1471.44 ms [2021-10-07 09:28:25 main:581] : INFO : Epoch 1989 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1477.34 ms [2021-10-07 09:28:26 main:581] : INFO : Epoch 1990 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1463.82 ms [2021-10-07 09:28:28 main:581] : INFO : Epoch 1991 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 1490.01 ms [2021-10-07 09:28:29 main:581] : INFO : Epoch 1992 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1452.8 ms [2021-10-07 09:28:31 main:581] : INFO : Epoch 1993 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1480.67 ms [2021-10-07 09:28:32 main:581] : INFO : Epoch 1994 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1480.75 ms [2021-10-07 09:28:34 main:581] : INFO : Epoch 1995 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1618.13 ms [2021-10-07 09:28:35 main:581] : INFO : Epoch 1996 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1468.83 ms [2021-10-07 09:28:37 main:581] : INFO : Epoch 1997 | loss: 0.0312488 | val_loss: 0.0312472 | Time: 1451.26 ms [2021-10-07 09:28:38 main:581] : INFO : Epoch 1998 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1470.49 ms [2021-10-07 09:28:40 main:581] : INFO : Epoch 1999 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1464.48 ms [2021-10-07 09:28:41 main:581] : INFO : Epoch 2000 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1467.03 ms [2021-10-07 09:28:43 main:581] : INFO : Epoch 2001 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1581.04 ms [2021-10-07 09:28:44 main:581] : INFO : Epoch 2002 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1526.52 ms [2021-10-07 09:28:46 main:581] : INFO : Epoch 2003 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1516.74 ms [2021-10-07 09:28:47 main:581] : INFO : Epoch 2004 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1497.97 ms [2021-10-07 09:28:49 main:581] : INFO : Epoch 2005 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1469.33 ms [2021-10-07 09:28:50 main:581] : INFO : Epoch 2006 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1500 ms [2021-10-07 09:28:52 main:581] : INFO : Epoch 2007 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1476.93 ms [2021-10-07 09:28:53 main:581] : INFO : Epoch 2008 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1459.76 ms [2021-10-07 09:28:55 main:581] : INFO : Epoch 2009 | loss: 0.031249 | val_loss: 0.0312476 | Time: 1469.07 ms [2021-10-07 09:28:56 main:581] : INFO : Epoch 2010 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1451.54 ms [2021-10-07 09:28:58 main:581] : INFO : Epoch 2011 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1456.05 ms [2021-10-07 09:28:59 main:581] : INFO : Epoch 2012 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1443.95 ms [2021-10-07 09:29:00 main:581] : INFO : Epoch 2013 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1465.45 ms [2021-10-07 09:29:02 main:581] : INFO : Epoch 2014 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1472.32 ms [2021-10-07 09:29:03 main:581] : INFO : Epoch 2015 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1497.31 ms [2021-10-07 09:29:05 main:581] : INFO : Epoch 2016 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 1480.98 ms [2021-10-07 09:29:06 main:581] : INFO : Epoch 2017 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1497.63 ms [2021-10-07 09:29:08 main:581] : INFO : Epoch 2018 | loss: 0.0312491 | val_loss: 0.0312474 | Time: 1481.29 ms [2021-10-07 09:29:09 main:581] : INFO : Epoch 2019 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 1485.9 ms [2021-10-07 09:29:11 main:581] : INFO : Epoch 2020 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1496.4 ms [2021-10-07 09:29:12 main:581] : INFO : Epoch 2021 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1433.06 ms [2021-10-07 09:29:14 main:581] : INFO : Epoch 2022 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1452.21 ms [2021-10-07 09:29:15 main:581] : INFO : Epoch 2023 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1483.47 ms [2021-10-07 09:29:17 main:581] : INFO : Epoch 2024 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1467.41 ms [2021-10-07 09:29:18 main:581] : INFO : Epoch 2025 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1459.69 ms [2021-10-07 09:29:20 main:581] : INFO : Epoch 2026 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1459.65 ms [2021-10-07 09:29:21 main:581] : INFO : Epoch 2027 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1481.77 ms [2021-10-07 09:29:23 main:581] : INFO : Epoch 2028 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1464.67 ms [2021-10-07 09:29:24 main:581] : INFO : Epoch 2029 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1459.69 ms [2021-10-07 09:29:26 main:581] : INFO : Epoch 2030 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 1476.94 ms [2021-10-07 09:29:27 main:581] : INFO : Epoch 2031 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1447.63 ms [2021-10-07 09:29:28 main:581] : INFO : Epoch 2032 | loss: 0.031249 | val_loss: 0.0312477 | Time: 1477.3 ms [2021-10-07 09:29:30 main:581] : INFO : Epoch 2033 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1467.72 ms [2021-10-07 09:29:31 main:581] : INFO : Epoch 2034 | loss: 0.0312493 | val_loss: 0.0312476 | Time: 1462.06 ms [2021-10-07 09:29:33 main:581] : INFO : Epoch 2035 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1486.41 ms [2021-10-07 09:29:34 main:581] : INFO : Epoch 2036 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1546.97 ms [2021-10-07 09:29:36 main:581] : INFO : Epoch 2037 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1483.38 ms [2021-10-07 09:29:37 main:581] : INFO : Epoch 2038 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1449.54 ms [2021-10-07 09:29:39 main:581] : INFO : Epoch 2039 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1465.27 ms [2021-10-07 09:29:40 main:581] : INFO : Epoch 2040 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1456.67 ms [2021-10-07 09:29:42 main:581] : INFO : Epoch 2041 | loss: 0.0312479 | val_loss: 0.0312521 | Time: 1454.62 ms [2021-10-07 09:29:43 main:581] : INFO : Epoch 2042 | loss: 0.0312495 | val_loss: 0.0312478 | Time: 1490.66 ms [2021-10-07 09:29:45 main:581] : INFO : Epoch 2043 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1452.17 ms [2021-10-07 09:29:46 main:581] : INFO : Epoch 2044 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1485.38 ms [2021-10-07 09:29:48 main:581] : INFO : Epoch 2045 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1460.18 ms [2021-10-07 09:29:49 main:581] : INFO : Epoch 2046 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1432.07 ms [2021-10-07 09:29:51 main:581] : INFO : Epoch 2047 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 1490.62 ms [2021-10-07 09:29:52 main:581] : INFO : Epoch 2048 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1454.11 ms [2021-10-07 09:29:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312482 [2021-10-07 09:29:52 main:610] : INFO : Saving end state to config to file [2021-10-07 09:29:52 main:615] : INFO : Success, exiting.. 09:29:52 (1946194): 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)