Task 3558220
| Name | ParityModified-1608764158-9115-6_0 |
| Workunit | 1779408 |
| Created | 5 Jan 2021, 17:39:34 UTC |
| Sent | 6 Jan 2021, 18:15:07 UTC |
| Report deadline | 13 Jan 2021, 18:15:07 UTC |
| Received | 9 Jan 2021, 22:36:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5848 |
| Run time | 56 min 8 sec |
| CPU time | 54 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,239.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> ss: 0.03125 | val_loss: 0.0312508 | Time: 1604.77 ms [2021-01-09 23:23:07 main:574] : INFO : Epoch 1541 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1540.36 ms [2021-01-09 23:23:09 main:574] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1568.15 ms [2021-01-09 23:23:11 main:574] : INFO : Epoch 1543 | loss: 0.0312514 | val_loss: 0.0312545 | Time: 1541.16 ms [2021-01-09 23:23:12 main:574] : INFO : Epoch 1544 | loss: 0.0312516 | val_loss: 0.031252 | Time: 1540.31 ms [2021-01-09 23:23:14 main:574] : INFO : Epoch 1545 | loss: 0.031251 | val_loss: 0.031251 | Time: 1520.45 ms [2021-01-09 23:23:15 main:574] : INFO : Epoch 1546 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1570.59 ms [2021-01-09 23:23:17 main:574] : INFO : Epoch 1547 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1553.64 ms [2021-01-09 23:23:19 main:574] : INFO : Epoch 1548 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1637.23 ms [2021-01-09 23:23:20 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1621.28 ms [2021-01-09 23:23:22 main:574] : INFO : Epoch 1550 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1551.58 ms [2021-01-09 23:23:24 main:574] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1559.24 ms [2021-01-09 23:23:25 main:574] : INFO : Epoch 1552 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1537.07 ms [2021-01-09 23:23:27 main:574] : INFO : Epoch 1553 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1578.6 ms [2021-01-09 23:23:28 main:574] : INFO : Epoch 1554 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1610.6 ms [2021-01-09 23:23:30 main:574] : INFO : Epoch 1555 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1565.67 ms [2021-01-09 23:23:32 main:574] : INFO : Epoch 1556 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1581.43 ms [2021-01-09 23:23:33 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1514.35 ms [2021-01-09 23:23:35 main:574] : INFO : Epoch 1558 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1586.38 ms [2021-01-09 23:23:36 main:574] : INFO : Epoch 1559 | loss: 0.0312504 | val_loss: 0.0312531 | Time: 1536.91 ms [2021-01-09 23:23:38 main:574] : INFO : Epoch 1560 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1507.49 ms [2021-01-09 23:23:39 main:574] : INFO : Epoch 1561 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1571.75 ms [2021-01-09 23:23:41 main:574] : INFO : Epoch 1562 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1634.7 ms [2021-01-09 23:23:43 main:574] : INFO : Epoch 1563 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1534.91 ms [2021-01-09 23:23:44 main:574] : INFO : Epoch 1564 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1611.03 ms [2021-01-09 23:23:46 main:574] : INFO : Epoch 1565 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1557.64 ms [2021-01-09 23:23:48 main:574] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1550.09 ms [2021-01-09 23:23:49 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1539.33 ms [2021-01-09 23:23:51 main:574] : INFO : Epoch 1568 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1514.39 ms [2021-01-09 23:23:52 main:574] : INFO : Epoch 1569 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1560.3 ms [2021-01-09 23:23:54 main:574] : INFO : Epoch 1570 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 1568.9 ms [2021-01-09 23:23:56 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1583.06 ms [2021-01-09 23:23:57 main:574] : INFO : Epoch 1572 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1538.94 ms [2021-01-09 23:23:59 main:574] : INFO : Epoch 1573 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1598.12 ms [2021-01-09 23:24:00 main:574] : INFO : Epoch 1574 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1571.89 ms [2021-01-09 23:24:02 main:574] : INFO : Epoch 1575 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1544.71 ms [2021-01-09 23:24:04 main:574] : INFO : Epoch 1576 | loss: 0.0312517 | val_loss: 0.0312527 | Time: 1542.75 ms [2021-01-09 23:24:05 main:574] : INFO : Epoch 1577 | loss: 0.0312517 | val_loss: 0.031254 | Time: 1553.46 ms [2021-01-09 23:24:07 main:574] : INFO : Epoch 1578 | loss: 0.031253 | val_loss: 0.0312499 | Time: 1568.08 ms [2021-01-09 23:24:08 main:574] : INFO : Epoch 1579 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1527.62 ms [2021-01-09 23:24:10 main:574] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1516.68 ms [2021-01-09 23:24:11 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1592.57 ms [2021-01-09 23:24:13 main:574] : INFO : Epoch 1582 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1575.76 ms [2021-01-09 23:24:15 main:574] : INFO : Epoch 1583 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1589.03 ms [2021-01-09 23:24:16 main:574] : INFO : Epoch 1584 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1584.61 ms [2021-01-09 23:24:18 main:574] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1549.11 ms [2021-01-09 23:24:20 main:574] : INFO : Epoch 1586 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1617.48 ms [2021-01-09 23:24:21 main:574] : INFO : Epoch 1587 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1622.98 ms [2021-01-09 23:24:23 main:574] : INFO : Epoch 1588 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1587.01 ms [2021-01-09 23:24:25 main:574] : INFO : Epoch 1589 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1594.55 ms [2021-01-09 23:24:26 main:574] : INFO : Epoch 1590 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1561.3 ms [2021-01-09 23:24:28 main:574] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1535.46 ms [2021-01-09 23:24:29 main:574] : INFO : Epoch 1592 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1557.22 ms [2021-01-09 23:24:31 main:574] : INFO : Epoch 1593 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1522.02 ms [2021-01-09 23:24:32 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1567.55 ms [2021-01-09 23:24:34 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1541.81 ms [2021-01-09 23:24:36 main:574] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1548.78 ms [2021-01-09 23:24:37 main:574] : INFO : Epoch 1597 | loss: 0.03125 | val_loss: 0.03125 | Time: 1556.48 ms [2021-01-09 23:24:39 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1545.68 ms [2021-01-09 23:24:40 main:574] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1597.44 ms [2021-01-09 23:24:42 main:574] : INFO : Epoch 1600 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1550.45 ms [2021-01-09 23:24:44 main:574] : INFO : Epoch 1601 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1574.01 ms [2021-01-09 23:24:45 main:574] : INFO : Epoch 1602 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1606.47 ms [2021-01-09 23:24:47 main:574] : INFO : Epoch 1603 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1539.04 ms [2021-01-09 23:24:48 main:574] : INFO : Epoch 1604 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1546.79 ms [2021-01-09 23:24:50 main:574] : INFO : Epoch 1605 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1516.28 ms [2021-01-09 23:24:52 main:574] : INFO : Epoch 1606 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1519.22 ms [2021-01-09 23:24:53 main:574] : INFO : Epoch 1607 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1567.64 ms [2021-01-09 23:24:55 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1586.11 ms [2021-01-09 23:24:56 main:574] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 1506.01 ms [2021-01-09 23:24:58 main:574] : INFO : Epoch 1610 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1482.79 ms [2021-01-09 23:24:59 main:574] : INFO : Epoch 1611 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1583.15 ms [2021-01-09 23:25:01 main:574] : INFO : Epoch 1612 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1569.72 ms [2021-01-09 23:25:03 main:574] : INFO : Epoch 1613 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1578.27 ms [2021-01-09 23:25:04 main:574] : INFO : Epoch 1614 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1560.82 ms [2021-01-09 23:25:06 main:574] : INFO : Epoch 1615 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1586.55 ms [2021-01-09 23:25:07 main:574] : INFO : Epoch 1616 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1549.74 ms [2021-01-09 23:25:09 main:574] : INFO : Epoch 1617 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1574.6 ms [2021-01-09 23:25:11 main:574] : INFO : Epoch 1618 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1525.09 ms [2021-01-09 23:25:12 main:574] : INFO : Epoch 1619 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1547.1 ms [2021-01-09 23:25:14 main:574] : INFO : Epoch 1620 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1585.98 ms [2021-01-09 23:25:15 main:574] : INFO : Epoch 1621 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1566.46 ms [2021-01-09 23:25:17 main:574] : INFO : Epoch 1622 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1562.74 ms [2021-01-09 23:25:19 main:574] : INFO : Epoch 1623 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1536.88 ms [2021-01-09 23:25:20 main:574] : INFO : Epoch 1624 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1533.98 ms [2021-01-09 23:25:22 main:574] : INFO : Epoch 1625 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1559.89 ms [2021-01-09 23:25:23 main:574] : INFO : Epoch 1626 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1527.25 ms [2021-01-09 23:25:25 main:574] : INFO : Epoch 1627 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1529.37 ms [2021-01-09 23:25:26 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1488.11 ms [2021-01-09 23:25:28 main:574] : INFO : Epoch 1629 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1612.82 ms [2021-01-09 23:25:30 main:574] : INFO : Epoch 1630 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1510.02 ms [2021-01-09 23:25:31 main:574] : INFO : Epoch 1631 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1505.42 ms [2021-01-09 23:25:33 main:574] : INFO : Epoch 1632 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1591.75 ms [2021-01-09 23:25:34 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1559.16 ms [2021-01-09 23:25:36 main:574] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1544.3 ms [2021-01-09 23:25:38 main:574] : INFO : Epoch 1635 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1595.56 ms [2021-01-09 23:25:39 main:574] : INFO : Epoch 1636 | loss: 0.0312513 | val_loss: 0.031252 | Time: 1582.97 ms [2021-01-09 23:25:41 main:574] : INFO : Epoch 1637 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1508.74 ms [2021-01-09 23:25:42 main:574] : INFO : Epoch 1638 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 1552.36 ms [2021-01-09 23:25:44 main:574] : INFO : Epoch 1639 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1660.71 ms [2021-01-09 23:25:46 main:574] : INFO : Epoch 1640 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1543.54 ms [2021-01-09 23:25:47 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1527.77 ms [2021-01-09 23:25:49 main:574] : INFO : Epoch 1642 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1554.32 ms [2021-01-09 23:25:50 main:574] : INFO : Epoch 1643 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1545.39 ms [2021-01-09 23:25:52 main:574] : INFO : Epoch 1644 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1577.37 ms [2021-01-09 23:25:54 main:574] : INFO : Epoch 1645 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1568.01 ms [2021-01-09 23:25:55 main:574] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1525.29 ms [2021-01-09 23:25:57 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1612.38 ms [2021-01-09 23:25:58 main:574] : INFO : Epoch 1648 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1513.67 ms [2021-01-09 23:26:00 main:574] : INFO : Epoch 1649 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1596.84 ms [2021-01-09 23:26:02 main:574] : INFO : Epoch 1650 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1553.16 ms [2021-01-09 23:26:03 main:574] : INFO : Epoch 1651 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1520.19 ms [2021-01-09 23:26:05 main:574] : INFO : Epoch 1652 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1553.73 ms [2021-01-09 23:26:06 main:574] : INFO : Epoch 1653 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1543.09 ms [2021-01-09 23:26:08 main:574] : INFO : Epoch 1654 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1569.6 ms [2021-01-09 23:26:10 main:574] : INFO : Epoch 1655 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1573.01 ms [2021-01-09 23:26:11 main:574] : INFO : Epoch 1656 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1631.4 ms [2021-01-09 23:26:13 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1559.2 ms [2021-01-09 23:26:14 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.03125 | Time: 1558.72 ms [2021-01-09 23:26:16 main:574] : INFO : Epoch 1659 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1581.5 ms [2021-01-09 23:26:18 main:574] : INFO : Epoch 1660 | loss: 0.0312506 | val_loss: 0.031252 | Time: 1544.98 ms [2021-01-09 23:26:19 main:574] : INFO : Epoch 1661 | loss: 0.0312534 | val_loss: 0.0312533 | Time: 1511.75 ms [2021-01-09 23:26:21 main:574] : INFO : Epoch 1662 | loss: 0.0312526 | val_loss: 0.0312521 | Time: 1592.02 ms [2021-01-09 23:26:22 main:574] : INFO : Epoch 1663 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1622.96 ms [2021-01-09 23:26:24 main:574] : INFO : Epoch 1664 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1501.61 ms [2021-01-09 23:26:26 main:574] : INFO : Epoch 1665 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1555.18 ms [2021-01-09 23:26:27 main:574] : INFO : Epoch 1666 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1609.57 ms [2021-01-09 23:26:29 main:574] : INFO : Epoch 1667 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1574.47 ms [2021-01-09 23:26:30 main:574] : INFO : Epoch 1668 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1541.83 ms [2021-01-09 23:26:32 main:574] : INFO : Epoch 1669 | loss: 0.03125 | val_loss: 0.03125 | Time: 1514.32 ms [2021-01-09 23:26:33 main:574] : INFO : Epoch 1670 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1566.67 ms [2021-01-09 23:26:35 main:574] : INFO : Epoch 1671 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1542.13 ms [2021-01-09 23:26:37 main:574] : INFO : Epoch 1672 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1571.72 ms [2021-01-09 23:26:38 main:574] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1558.32 ms [2021-01-09 23:26:40 main:574] : INFO : Epoch 1674 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1576.25 ms [2021-01-09 23:26:41 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1573.14 ms [2021-01-09 23:26:43 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 1627.29 ms [2021-01-09 23:26:45 main:574] : INFO : Epoch 1677 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1568.58 ms [2021-01-09 23:26:46 main:574] : INFO : Epoch 1678 | loss: 0.03125 | val_loss: 0.03125 | Time: 1527.76 ms [2021-01-09 23:26:48 main:574] : INFO : Epoch 1679 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1549 ms [2021-01-09 23:26:50 main:574] : INFO : Epoch 1680 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 1590.04 ms [2021-01-09 23:26:51 main:574] : INFO : Epoch 1681 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1513.42 ms [2021-01-09 23:26:53 main:574] : INFO : Epoch 1682 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1591.15 ms [2021-01-09 23:26:54 main:574] : INFO : Epoch 1683 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1513.37 ms [2021-01-09 23:26:56 main:574] : INFO : Epoch 1684 | loss: 0.0312522 | val_loss: 0.0312527 | Time: 1548.23 ms [2021-01-09 23:26:57 main:574] : INFO : Epoch 1685 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1577.66 ms [2021-01-09 23:26:59 main:574] : INFO : Epoch 1686 | loss: 0.0312512 | val_loss: 0.031254 | Time: 1555.95 ms [2021-01-09 23:27:01 main:574] : INFO : Epoch 1687 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 1552.15 ms [2021-01-09 23:27:02 main:574] : INFO : Epoch 1688 | loss: 0.0312498 | val_loss: 0.0312532 | Time: 1619.42 ms [2021-01-09 23:27:04 main:574] : INFO : Epoch 1689 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1598.24 ms [2021-01-09 23:27:06 main:574] : INFO : Epoch 1690 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1546.29 ms [2021-01-09 23:27:07 main:574] : INFO : Epoch 1691 | loss: 0.031251 | val_loss: 0.03125 | Time: 1541.9 ms [2021-01-09 23:27:09 main:574] : INFO : Epoch 1692 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1609.52 ms [2021-01-09 23:27:10 main:574] : INFO : Epoch 1693 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1531.83 ms [2021-01-09 23:27:12 main:574] : INFO : Epoch 1694 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1599.86 ms [2021-01-09 23:27:14 main:574] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1580.8 ms [2021-01-09 23:27:15 main:574] : INFO : Epoch 1696 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1622.09 ms [2021-01-09 23:27:17 main:574] : INFO : Epoch 1697 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1552.75 ms [2021-01-09 23:27:18 main:574] : INFO : Epoch 1698 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1576.91 ms [2021-01-09 23:27:20 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1596.31 ms [2021-01-09 23:27:22 main:574] : INFO : Epoch 1700 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1612.02 ms [2021-01-09 23:27:23 main:574] : INFO : Epoch 1701 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1603.13 ms [2021-01-09 23:27:25 main:574] : INFO : Epoch 1702 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1573.47 ms [2021-01-09 23:27:27 main:574] : INFO : Epoch 1703 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 1581.92 ms [2021-01-09 23:27:28 main:574] : INFO : Epoch 1704 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1569.85 ms [2021-01-09 23:27:30 main:574] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1567.54 ms [2021-01-09 23:27:31 main:574] : INFO : Epoch 1706 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1555.76 ms [2021-01-09 23:27:33 main:574] : INFO : Epoch 1707 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1594.1 ms [2021-01-09 23:27:35 main:574] : INFO : Epoch 1708 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1559.51 ms [2021-01-09 23:27:36 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1573.28 ms [2021-01-09 23:27:38 main:574] : INFO : Epoch 1710 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1546.87 ms [2021-01-09 23:27:39 main:574] : INFO : Epoch 1711 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1581.77 ms [2021-01-09 23:27:41 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1579.69 ms [2021-01-09 23:27:43 main:574] : INFO : Epoch 1713 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1559.95 ms [2021-01-09 23:27:44 main:574] : INFO : Epoch 1714 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1622.53 ms [2021-01-09 23:27:46 main:574] : INFO : Epoch 1715 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1558.79 ms [2021-01-09 23:27:48 main:574] : INFO : Epoch 1716 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1592.73 ms [2021-01-09 23:27:49 main:574] : INFO : Epoch 1717 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1581.7 ms [2021-01-09 23:27:51 main:574] : INFO : Epoch 1718 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1568.71 ms [2021-01-09 23:27:52 main:574] : INFO : Epoch 1719 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1597.43 ms [2021-01-09 23:27:54 main:574] : INFO : Epoch 1720 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1588.45 ms [2021-01-09 23:27:56 main:574] : INFO : Epoch 1721 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1517.25 ms [2021-01-09 23:27:57 main:574] : INFO : Epoch 1722 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1576.41 ms [2021-01-09 23:27:59 main:574] : INFO : Epoch 1723 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 1516.6 ms [2021-01-09 23:28:00 main:574] : INFO : Epoch 1724 | loss: 0.0312522 | val_loss: 0.0312524 | Time: 1514.69 ms [2021-01-09 23:28:02 main:574] : INFO : Epoch 1725 | loss: 0.0312522 | val_loss: 0.0312514 | Time: 1597.7 ms [2021-01-09 23:28:04 main:574] : INFO : Epoch 1726 | loss: 0.0312521 | val_loss: 0.031252 | Time: 1546.29 ms [2021-01-09 23:28:05 main:574] : INFO : Epoch 1727 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1535.76 ms [2021-01-09 23:28:07 main:574] : INFO : Epoch 1728 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1586.05 ms [2021-01-09 23:28:08 main:574] : INFO : Epoch 1729 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1501.49 ms [2021-01-09 23:28:10 main:574] : INFO : Epoch 1730 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1525.51 ms [2021-01-09 23:28:11 main:574] : INFO : Epoch 1731 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1569.17 ms [2021-01-09 23:28:13 main:574] : INFO : Epoch 1732 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 1586.42 ms [2021-01-09 23:28:15 main:574] : INFO : Epoch 1733 | loss: 0.0312513 | val_loss: 0.03125 | Time: 1544.57 ms [2021-01-09 23:28:16 main:574] : INFO : Epoch 1734 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1589.43 ms [2021-01-09 23:28:18 main:574] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1585.84 ms [2021-01-09 23:28:20 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1589.55 ms [2021-01-09 23:28:21 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1566.06 ms [2021-01-09 23:28:23 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1552.48 ms [2021-01-09 23:28:24 main:574] : INFO : Epoch 1739 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1571.31 ms [2021-01-09 23:28:26 main:574] : INFO : Epoch 1740 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1516.23 ms [2021-01-09 23:28:27 main:574] : INFO : Epoch 1741 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1549.86 ms [2021-01-09 23:28:29 main:574] : INFO : Epoch 1742 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1568.54 ms [2021-01-09 23:28:31 main:574] : INFO : Epoch 1743 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1575.57 ms [2021-01-09 23:28:32 main:574] : INFO : Epoch 1744 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1569.97 ms [2021-01-09 23:28:34 main:574] : INFO : Epoch 1745 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 1574.25 ms [2021-01-09 23:28:35 main:574] : INFO : Epoch 1746 | loss: 0.031255 | val_loss: 0.0312517 | Time: 1530.78 ms [2021-01-09 23:28:37 main:574] : INFO : Epoch 1747 | loss: 0.0312523 | val_loss: 0.0312503 | Time: 1558.12 ms [2021-01-09 23:28:39 main:574] : INFO : Epoch 1748 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 1559.56 ms [2021-01-09 23:28:40 main:574] : INFO : Epoch 1749 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1529.09 ms [2021-01-09 23:28:42 main:574] : INFO : Epoch 1750 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1555.4 ms [2021-01-09 23:28:43 main:574] : INFO : Epoch 1751 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1604.77 ms [2021-01-09 23:28:45 main:574] : INFO : Epoch 1752 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1577.31 ms [2021-01-09 23:28:47 main:574] : INFO : Epoch 1753 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1530.54 ms [2021-01-09 23:28:48 main:574] : INFO : Epoch 1754 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 1526.17 ms [2021-01-09 23:28:50 main:574] : INFO : Epoch 1755 | loss: 0.0312521 | val_loss: 0.0312524 | Time: 1576.26 ms [2021-01-09 23:28:51 main:574] : INFO : Epoch 1756 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1549.68 ms [2021-01-09 23:28:53 main:574] : INFO : Epoch 1757 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1568.25 ms [2021-01-09 23:28:55 main:574] : INFO : Epoch 1758 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1535.91 ms [2021-01-09 23:28:56 main:574] : INFO : Epoch 1759 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1530.7 ms [2021-01-09 23:28:58 main:574] : INFO : Epoch 1760 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1597.9 ms [2021-01-09 23:28:59 main:574] : INFO : Epoch 1761 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1594.56 ms [2021-01-09 23:29:01 main:574] : INFO : Epoch 1762 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1583.66 ms [2021-01-09 23:29:03 main:574] : INFO : Epoch 1763 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1567.5 ms [2021-01-09 23:29:04 main:574] : INFO : Epoch 1764 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1580.61 ms [2021-01-09 23:29:06 main:574] : INFO : Epoch 1765 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1567 ms [2021-01-09 23:29:08 main:574] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1611.84 ms [2021-01-09 23:29:09 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1529.72 ms [2021-01-09 23:29:11 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1562.18 ms [2021-01-09 23:29:12 main:574] : INFO : Epoch 1769 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1564.53 ms [2021-01-09 23:29:14 main:574] : INFO : Epoch 1770 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 1563.21 ms [2021-01-09 23:29:16 main:574] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1557.02 ms [2021-01-09 23:29:17 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1597.28 ms [2021-01-09 23:29:19 main:574] : INFO : Epoch 1773 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1573.73 ms [2021-01-09 23:29:20 main:574] : INFO : Epoch 1774 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1518.67 ms [2021-01-09 23:29:22 main:574] : INFO : Epoch 1775 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1529.44 ms [2021-01-09 23:29:23 main:574] : INFO : Epoch 1776 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1544.39 ms [2021-01-09 23:29:25 main:574] : INFO : Epoch 1777 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1548.81 ms [2021-01-09 23:29:27 main:574] : INFO : Epoch 1778 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1590.77 ms [2021-01-09 23:29:28 main:574] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1600.26 ms [2021-01-09 23:29:30 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1550.74 ms [2021-01-09 23:29:31 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1532.57 ms [2021-01-09 23:29:33 main:574] : INFO : Epoch 1782 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1559.05 ms [2021-01-09 23:29:35 main:574] : INFO : Epoch 1783 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1546.84 ms [2021-01-09 23:29:36 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1627.27 ms [2021-01-09 23:29:38 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1529.23 ms [2021-01-09 23:29:39 main:574] : INFO : Epoch 1786 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1602.56 ms [2021-01-09 23:29:41 main:574] : INFO : Epoch 1787 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1538.11 ms [2021-01-09 23:29:43 main:574] : INFO : Epoch 1788 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1589.61 ms [2021-01-09 23:29:44 main:574] : INFO : Epoch 1789 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1607.98 ms [2021-01-09 23:29:46 main:574] : INFO : Epoch 1790 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1560.75 ms [2021-01-09 23:29:48 main:574] : INFO : Epoch 1791 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1586.66 ms [2021-01-09 23:29:49 main:574] : INFO : Epoch 1792 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1550.85 ms [2021-01-09 23:29:51 main:574] : INFO : Epoch 1793 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1568.35 ms [2021-01-09 23:29:52 main:574] : INFO : Epoch 1794 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1582.02 ms [2021-01-09 23:29:54 main:574] : INFO : Epoch 1795 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1623.21 ms [2021-01-09 23:29:56 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1530.03 ms [2021-01-09 23:29:57 main:574] : INFO : Epoch 1797 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1576.18 ms [2021-01-09 23:29:59 main:574] : INFO : Epoch 1798 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 1533.69 ms [2021-01-09 23:30:00 main:574] : INFO : Epoch 1799 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1565.41 ms [2021-01-09 23:30:02 main:574] : INFO : Epoch 1800 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1547.18 ms [2021-01-09 23:30:04 main:574] : INFO : Epoch 1801 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1574.05 ms [2021-01-09 23:30:05 main:574] : INFO : Epoch 1802 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1528.04 ms [2021-01-09 23:30:07 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1615.9 ms [2021-01-09 23:30:08 main:574] : INFO : Epoch 1804 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1564.89 ms [2021-01-09 23:30:10 main:574] : INFO : Epoch 1805 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1654.99 ms [2021-01-09 23:30:12 main:574] : INFO : Epoch 1806 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1581.35 ms [2021-01-09 23:30:13 main:574] : INFO : Epoch 1807 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1722.76 ms [2021-01-09 23:30:15 main:574] : INFO : Epoch 1808 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1756.9 ms [2021-01-09 23:30:17 main:574] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1666.58 ms [2021-01-09 23:30:19 main:574] : INFO : Epoch 1810 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1691.54 ms [2021-01-09 23:30:20 main:574] : INFO : Epoch 1811 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 1747.55 ms [2021-01-09 23:30:22 main:574] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1713.92 ms [2021-01-09 23:30:24 main:574] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1561.27 ms [2021-01-09 23:30:26 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1696.46 ms [2021-01-09 23:30:27 main:574] : INFO : Epoch 1815 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1875.05 ms [2021-01-09 23:30:29 main:574] : INFO : Epoch 1816 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1732.49 ms [2021-01-09 23:30:31 main:574] : INFO : Epoch 1817 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 1740.06 ms [2021-01-09 23:30:33 main:574] : INFO : Epoch 1818 | loss: 0.0312538 | val_loss: 0.0312524 | Time: 1674.9 ms [2021-01-09 23:30:34 main:574] : INFO : Epoch 1819 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1698.97 ms [2021-01-09 23:30:36 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1714.7 ms [2021-01-09 23:30:38 main:574] : INFO : Epoch 1821 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1634.36 ms [2021-01-09 23:30:40 main:574] : INFO : Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1901.39 ms [2021-01-09 23:30:42 main:574] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1902.31 ms [2021-01-09 23:30:44 main:574] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.03125 | Time: 1866.93 ms [2021-01-09 23:30:45 main:574] : INFO : Epoch 1825 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1770.38 ms [2021-01-09 23:30:47 main:574] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1664.15 ms [2021-01-09 23:30:49 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1649.22 ms [2021-01-09 23:30:51 main:574] : INFO : Epoch 1828 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1700.26 ms [2021-01-09 23:30:52 main:574] : INFO : Epoch 1829 | loss: 0.03125 | val_loss: 0.03125 | Time: 1562.53 ms [2021-01-09 23:30:54 main:574] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1583.73 ms [2021-01-09 23:30:55 main:574] : INFO : Epoch 1831 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1607.75 ms [2021-01-09 23:30:57 main:574] : INFO : Epoch 1832 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1730.38 ms [2021-01-09 23:30:59 main:574] : INFO : Epoch 1833 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1742.72 ms [2021-01-09 23:31:01 main:574] : INFO : Epoch 1834 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1762.74 ms [2021-01-09 23:31:03 main:574] : INFO : Epoch 1835 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1680.73 ms [2021-01-09 23:31:04 main:574] : INFO : Epoch 1836 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1701.21 ms [2021-01-09 23:31:06 main:574] : INFO : Epoch 1837 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1670.34 ms [2021-01-09 23:31:08 main:574] : INFO : Epoch 1838 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1643.18 ms [2021-01-09 23:31:09 main:574] : INFO : Epoch 1839 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1720.07 ms [2021-01-09 23:31:11 main:574] : INFO : Epoch 1840 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1659.02 ms [2021-01-09 23:31:13 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1558.1 ms [2021-01-09 23:31:14 main:574] : INFO : Epoch 1842 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1604.17 ms [2021-01-09 23:31:16 main:574] : INFO : Epoch 1843 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1706.18 ms [2021-01-09 23:31:18 main:574] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312549 | Time: 1891.87 ms [2021-01-09 23:31:20 main:574] : INFO : Epoch 1845 | loss: 0.0312516 | val_loss: 0.0312573 | Time: 1747.48 ms [2021-01-09 23:31:22 main:574] : INFO : Epoch 1846 | loss: 0.0312597 | val_loss: 0.0312548 | Time: 1890.03 ms [2021-01-09 23:31:23 main:574] : INFO : Epoch 1847 | loss: 0.0312558 | val_loss: 0.0312523 | Time: 1695.47 ms [2021-01-09 23:31:25 main:574] : INFO : Epoch 1848 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1607.81 ms [2021-01-09 23:31:27 main:574] : INFO : Epoch 1849 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1566.2 ms [2021-01-09 23:31:28 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1535.49 ms [2021-01-09 23:31:30 main:574] : INFO : Epoch 1851 | loss: 0.031251 | val_loss: 0.0312528 | Time: 1593.82 ms [2021-01-09 23:31:32 main:574] : INFO : Epoch 1852 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1523.29 ms [2021-01-09 23:31:33 main:574] : INFO : Epoch 1853 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1580.44 ms [2021-01-09 23:31:35 main:574] : INFO : Epoch 1854 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1581.59 ms [2021-01-09 23:31:36 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1525.96 ms [2021-01-09 23:31:38 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1635.47 ms [2021-01-09 23:31:40 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1571.56 ms [2021-01-09 23:31:41 main:574] : INFO : Epoch 1858 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1590.61 ms [2021-01-09 23:31:43 main:574] : INFO : Epoch 1859 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1565.06 ms [2021-01-09 23:31:44 main:574] : INFO : Epoch 1860 | loss: 0.0312501 | val_loss: 0.031252 | Time: 1556.89 ms [2021-01-09 23:31:46 main:574] : INFO : Epoch 1861 | loss: 0.031251 | val_loss: 0.0312499 | Time: 1631.03 ms [2021-01-09 23:31:48 main:574] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1562.68 ms [2021-01-09 23:31:49 main:574] : INFO : Epoch 1863 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1569.09 ms [2021-01-09 23:31:51 main:574] : INFO : Epoch 1864 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1558.06 ms [2021-01-09 23:31:53 main:574] : INFO : Epoch 1865 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1600.63 ms [2021-01-09 23:31:54 main:574] : INFO : Epoch 1866 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1531.94 ms [2021-01-09 23:31:56 main:574] : INFO : Epoch 1867 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1560.57 ms [2021-01-09 23:31:57 main:574] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1580.76 ms [2021-01-09 23:31:59 main:574] : INFO : Epoch 1869 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 1584.59 ms [2021-01-09 23:32:01 main:574] : INFO : Epoch 1870 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1534.88 ms [2021-01-09 23:32:02 main:574] : INFO : Epoch 1871 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1539.12 ms [2021-01-09 23:32:04 main:574] : INFO : Epoch 1872 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1542.9 ms [2021-01-09 23:32:05 main:574] : INFO : Epoch 1873 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1567.01 ms [2021-01-09 23:32:07 main:574] : INFO : Epoch 1874 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1504.66 ms [2021-01-09 23:32:08 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1575.9 ms [2021-01-09 23:32:10 main:574] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1566.04 ms [2021-01-09 23:32:12 main:574] : INFO : Epoch 1877 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1548.75 ms [2021-01-09 23:32:13 main:574] : INFO : Epoch 1878 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1579.62 ms [2021-01-09 23:32:15 main:574] : INFO : Epoch 1879 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1510.37 ms [2021-01-09 23:32:16 main:574] : INFO : Epoch 1880 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1505.21 ms [2021-01-09 23:32:18 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1569.61 ms [2021-01-09 23:32:20 main:574] : INFO : Epoch 1882 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1644.29 ms [2021-01-09 23:32:21 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1614.46 ms [2021-01-09 23:32:23 main:574] : INFO : Epoch 1884 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1532.04 ms [2021-01-09 23:32:24 main:574] : INFO : Epoch 1885 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1523.33 ms [2021-01-09 23:32:26 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1577.32 ms [2021-01-09 23:32:28 main:574] : INFO : Epoch 1887 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1515.45 ms [2021-01-09 23:32:29 main:574] : INFO : Epoch 1888 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1601.72 ms [2021-01-09 23:32:31 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1577.08 ms [2021-01-09 23:32:32 main:574] : INFO : Epoch 1890 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1544.4 ms [2021-01-09 23:32:34 main:574] : INFO : Epoch 1891 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1564.21 ms [2021-01-09 23:32:36 main:574] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1555.29 ms [2021-01-09 23:32:37 main:574] : INFO : Epoch 1893 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1609.2 ms [2021-01-09 23:32:39 main:574] : INFO : Epoch 1894 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1528.82 ms [2021-01-09 23:32:40 main:574] : INFO : Epoch 1895 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1517.5 ms [2021-01-09 23:32:42 main:574] : INFO : Epoch 1896 | loss: 0.03125 | val_loss: 0.03125 | Time: 1603.21 ms [2021-01-09 23:32:44 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1527.64 ms [2021-01-09 23:32:45 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1543.83 ms [2021-01-09 23:32:47 main:574] : INFO : Epoch 1899 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1544.38 ms [2021-01-09 23:32:48 main:574] : INFO : Epoch 1900 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1534.92 ms [2021-01-09 23:32:50 main:574] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.03125 | Time: 1524.26 ms [2021-01-09 23:32:51 main:574] : INFO : Epoch 1902 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1542.95 ms [2021-01-09 23:32:53 main:574] : INFO : Epoch 1903 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1536.24 ms [2021-01-09 23:32:55 main:574] : INFO : Epoch 1904 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1527.85 ms [2021-01-09 23:32:56 main:574] : INFO : Epoch 1905 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1593.53 ms [2021-01-09 23:32:58 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1519.51 ms [2021-01-09 23:32:59 main:574] : INFO : Epoch 1907 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1595.7 ms [2021-01-09 23:33:01 main:574] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1541.53 ms [2021-01-09 23:33:03 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1533.1 ms [2021-01-09 23:33:04 main:574] : INFO : Epoch 1910 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1532.62 ms [2021-01-09 23:33:06 main:574] : INFO : Epoch 1911 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1564.6 ms [2021-01-09 23:33:07 main:574] : INFO : Epoch 1912 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1559.89 ms [2021-01-09 23:33:09 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1542.15 ms [2021-01-09 23:33:10 main:574] : INFO : Epoch 1914 | loss: 0.0312505 | val_loss: 0.0312531 | Time: 1543.97 ms [2021-01-09 23:33:12 main:574] : INFO : Epoch 1915 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1589.84 ms [2021-01-09 23:33:14 main:574] : INFO : Epoch 1916 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1586.38 ms [2021-01-09 23:33:15 main:574] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1564.82 ms [2021-01-09 23:33:17 main:574] : INFO : Epoch 1918 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1564.72 ms [2021-01-09 23:33:19 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1611.1 ms [2021-01-09 23:33:20 main:574] : INFO : Epoch 1920 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1683.51 ms [2021-01-09 23:33:22 main:574] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1625.48 ms [2021-01-09 23:33:24 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1590.07 ms [2021-01-09 23:33:25 main:574] : INFO : Epoch 1923 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1535.25 ms [2021-01-09 23:33:27 main:574] : INFO : Epoch 1924 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 1580.28 ms [2021-01-09 23:33:28 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1525.02 ms [2021-01-09 23:33:30 main:574] : INFO : Epoch 1926 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1548.07 ms [2021-01-09 23:33:31 main:574] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1519.88 ms [2021-01-09 23:33:33 main:574] : INFO : Epoch 1928 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1550.93 ms [2021-01-09 23:33:35 main:574] : INFO : Epoch 1929 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1590.65 ms [2021-01-09 23:33:36 main:574] : INFO : Epoch 1930 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1576.61 ms [2021-01-09 23:33:38 main:574] : INFO : Epoch 1931 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1598.12 ms [2021-01-09 23:33:39 main:574] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1554.25 ms [2021-01-09 23:33:41 main:574] : INFO : Epoch 1933 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1559.25 ms [2021-01-09 23:33:43 main:574] : INFO : Epoch 1934 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1569.45 ms [2021-01-09 23:33:44 main:574] : INFO : Epoch 1935 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1587.41 ms [2021-01-09 23:33:46 main:574] : INFO : Epoch 1936 | loss: 0.0316347 | val_loss: 0.0393171 | Time: 1608.69 ms [2021-01-09 23:33:48 main:574] : INFO : Epoch 1937 | loss: 0.0376088 | val_loss: 0.0338261 | Time: 1578.08 ms [2021-01-09 23:33:49 main:574] : INFO : Epoch 1938 | loss: 0.0319953 | val_loss: 0.0315203 | Time: 1585.86 ms [2021-01-09 23:33:51 main:574] : INFO : Epoch 1939 | loss: 0.0313392 | val_loss: 0.0312695 | Time: 1598.64 ms [2021-01-09 23:33:52 main:574] : INFO : Epoch 1940 | loss: 0.0312644 | val_loss: 0.0312551 | Time: 1565.79 ms [2021-01-09 23:33:54 main:574] : INFO : Epoch 1941 | loss: 0.0312531 | val_loss: 0.0312509 | Time: 1503.28 ms [2021-01-09 23:33:56 main:574] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1572.5 ms [2021-01-09 23:33:57 main:574] : INFO : Epoch 1943 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1501.22 ms [2021-01-09 23:33:59 main:574] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1524.38 ms [2021-01-09 23:34:00 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1586.45 ms [2021-01-09 23:34:02 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1581.79 ms [2021-01-09 23:34:04 main:574] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1553.23 ms [2021-01-09 23:34:05 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1617.76 ms [2021-01-09 23:34:07 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1509.36 ms [2021-01-09 23:34:08 main:574] : INFO : Epoch 1950 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1617.25 ms [2021-01-09 23:34:10 main:574] : INFO : Epoch 1951 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1524.14 ms [2021-01-09 23:34:12 main:574] : INFO : Epoch 1952 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1502.37 ms [2021-01-09 23:34:13 main:574] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1611.53 ms [2021-01-09 23:34:15 main:574] : INFO : Epoch 1954 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1521.39 ms [2021-01-09 23:34:16 main:574] : INFO : Epoch 1955 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1551.8 ms [2021-01-09 23:34:18 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1522.55 ms [2021-01-09 23:34:19 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1563.38 ms [2021-01-09 23:34:21 main:574] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1580.96 ms [2021-01-09 23:34:23 main:574] : INFO : Epoch 1959 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1553.97 ms [2021-01-09 23:34:24 main:574] : INFO : Epoch 1960 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1631.22 ms [2021-01-09 23:34:26 main:574] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1593.09 ms [2021-01-09 23:34:28 main:574] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1576.62 ms [2021-01-09 23:34:29 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1536.14 ms [2021-01-09 23:34:31 main:574] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1635.18 ms [2021-01-09 23:34:32 main:574] : INFO : Epoch 1965 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1550.04 ms [2021-01-09 23:34:34 main:574] : INFO : Epoch 1966 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1558.39 ms [2021-01-09 23:34:36 main:574] : INFO : Epoch 1967 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1479.42 ms [2021-01-09 23:34:37 main:574] : INFO : Epoch 1968 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1543.92 ms [2021-01-09 23:34:39 main:574] : INFO : Epoch 1969 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1502.72 ms [2021-01-09 23:34:40 main:574] : INFO : Epoch 1970 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1559.75 ms [2021-01-09 23:34:42 main:574] : INFO : Epoch 1971 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1581.93 ms [2021-01-09 23:34:43 main:574] : INFO : Epoch 1972 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1531.62 ms [2021-01-09 23:34:45 main:574] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1515.89 ms [2021-01-09 23:34:47 main:574] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1522.33 ms [2021-01-09 23:34:48 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1560.25 ms [2021-01-09 23:34:50 main:574] : INFO : Epoch 1976 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1507.75 ms [2021-01-09 23:34:51 main:574] : INFO : Epoch 1977 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1524.36 ms [2021-01-09 23:34:53 main:574] : INFO : Epoch 1978 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1547.41 ms [2021-01-09 23:34:54 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1481.28 ms [2021-01-09 23:34:56 main:574] : INFO : Epoch 1980 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1534.15 ms [2021-01-09 23:34:58 main:574] : INFO : Epoch 1981 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1576.35 ms [2021-01-09 23:34:59 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1573.8 ms [2021-01-09 23:35:01 main:574] : INFO : Epoch 1983 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1554.92 ms [2021-01-09 23:35:02 main:574] : INFO : Epoch 1984 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1520.28 ms [2021-01-09 23:35:04 main:574] : INFO : Epoch 1985 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1566.24 ms [2021-01-09 23:35:06 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1584.28 ms [2021-01-09 23:35:07 main:574] : INFO : Epoch 1987 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1502.95 ms [2021-01-09 23:35:09 main:574] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1602.39 ms [2021-01-09 23:35:10 main:574] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1542.11 ms [2021-01-09 23:35:12 main:574] : INFO : Epoch 1990 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1514.27 ms [2021-01-09 23:35:13 main:574] : INFO : Epoch 1991 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1591.89 ms [2021-01-09 23:35:15 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1603.84 ms [2021-01-09 23:35:17 main:574] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1556.86 ms [2021-01-09 23:35:18 main:574] : INFO : Epoch 1994 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1540.95 ms [2021-01-09 23:35:20 main:574] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1573.77 ms [2021-01-09 23:35:21 main:574] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.03125 | Time: 1546.3 ms [2021-01-09 23:35:23 main:574] : INFO : Epoch 1997 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1515.8 ms [2021-01-09 23:35:25 main:574] : INFO : Epoch 1998 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1556.49 ms [2021-01-09 23:35:26 main:574] : INFO : Epoch 1999 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1529.61 ms [2021-01-09 23:35:28 main:574] : INFO : Epoch 2000 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1549.09 ms [2021-01-09 23:35:29 main:574] : INFO : Epoch 2001 | loss: 0.03125 | val_loss: 0.03125 | Time: 1564.44 ms [2021-01-09 23:35:31 main:574] : INFO : Epoch 2002 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1561.92 ms [2021-01-09 23:35:33 main:574] : INFO : Epoch 2003 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1609.28 ms [2021-01-09 23:35:34 main:574] : INFO : Epoch 2004 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1566.37 ms [2021-01-09 23:35:36 main:574] : INFO : Epoch 2005 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1547.03 ms [2021-01-09 23:35:37 main:574] : INFO : Epoch 2006 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1589.71 ms [2021-01-09 23:35:39 main:574] : INFO : Epoch 2007 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1572.18 ms [2021-01-09 23:35:41 main:574] : INFO : Epoch 2008 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1595.86 ms [2021-01-09 23:35:42 main:574] : INFO : Epoch 2009 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1531.56 ms [2021-01-09 23:35:44 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1547.25 ms [2021-01-09 23:35:45 main:574] : INFO : Epoch 2011 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1526.83 ms [2021-01-09 23:35:47 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1563.8 ms [2021-01-09 23:35:49 main:574] : INFO : Epoch 2013 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1586.76 ms [2021-01-09 23:35:50 main:574] : INFO : Epoch 2014 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1712.42 ms [2021-01-09 23:35:52 main:574] : INFO : Epoch 2015 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1624.06 ms [2021-01-09 23:35:54 main:574] : INFO : Epoch 2016 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1595.96 ms [2021-01-09 23:35:55 main:574] : INFO : Epoch 2017 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1566.09 ms [2021-01-09 23:35:57 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1521.66 ms [2021-01-09 23:35:58 main:574] : INFO : Epoch 2019 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1578.09 ms [2021-01-09 23:36:00 main:574] : INFO : Epoch 2020 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1550.95 ms [2021-01-09 23:36:02 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1595.56 ms [2021-01-09 23:36:03 main:574] : INFO : Epoch 2022 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1572.3 ms [2021-01-09 23:36:05 main:574] : INFO : Epoch 2023 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1596.14 ms [2021-01-09 23:36:07 main:574] : INFO : Epoch 2024 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1571.37 ms [2021-01-09 23:36:08 main:574] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1551.03 ms [2021-01-09 23:36:10 main:574] : INFO : Epoch 2026 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1491.48 ms [2021-01-09 23:36:11 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1599.16 ms [2021-01-09 23:36:13 main:574] : INFO : Epoch 2028 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1534.17 ms [2021-01-09 23:36:14 main:574] : INFO : Epoch 2029 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1567.54 ms [2021-01-09 23:36:16 main:574] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1579.31 ms [2021-01-09 23:36:18 main:574] : INFO : Epoch 2031 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1559.49 ms [2021-01-09 23:36:19 main:574] : INFO : Epoch 2032 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1564.13 ms [2021-01-09 23:36:21 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1603.49 ms [2021-01-09 23:36:23 main:574] : INFO : Epoch 2034 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1571.64 ms [2021-01-09 23:36:24 main:574] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1563.76 ms [2021-01-09 23:36:26 main:574] : INFO : Epoch 2036 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1502 ms [2021-01-09 23:36:27 main:574] : INFO : Epoch 2037 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1586.85 ms [2021-01-09 23:36:29 main:574] : INFO : Epoch 2038 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1563.96 ms [2021-01-09 23:36:30 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1504.68 ms [2021-01-09 23:36:32 main:574] : INFO : Epoch 2040 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1585.74 ms [2021-01-09 23:36:34 main:574] : INFO : Epoch 2041 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1593.8 ms [2021-01-09 23:36:35 main:574] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1505.01 ms [2021-01-09 23:36:37 main:574] : INFO : Epoch 2043 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1585.17 ms [2021-01-09 23:36:38 main:574] : INFO : Epoch 2044 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1568.66 ms [2021-01-09 23:36:40 main:574] : INFO : Epoch 2045 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1604.96 ms [2021-01-09 23:36:42 main:574] : INFO : Epoch 2046 | loss: 0.03125 | val_loss: 0.03125 | Time: 1535.73 ms [2021-01-09 23:36:43 main:574] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1548.4 ms [2021-01-09 23:36:45 main:574] : INFO : Epoch 2048 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1637.47 ms [2021-01-09 23:36:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312507 [2021-01-09 23:36:45 main:603] : INFO : Saving end state to config to file [2021-01-09 23:36:45 main:608] : INFO : Success, exiting.. 23:36:45 (11808): 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)