Task 8467254
| Name | ParityModified-1634617337-11950-0_1 |
| Workunit | 5750522 |
| Created | 28 Oct 2021, 6:50:37 UTC |
| Sent | 28 Oct 2021, 8:17:50 UTC |
| Report deadline | 5 Nov 2021, 8:17:50 UTC |
| Received | 28 Oct 2021, 11:00:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 54 min 3 sec |
| CPU time | 53 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,738.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03125 | val_loss: 0.03125 | Time: 1545.96 ms [2021-10-28 12:47:28 main:574] : INFO : Epoch 1542 | loss: 0.03125 | val_loss: 0.03125 | Time: 1564.92 ms [2021-10-28 12:47:30 main:574] : INFO : Epoch 1543 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1576.8 ms [2021-10-28 12:47:31 main:574] : INFO : Epoch 1544 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1554.83 ms [2021-10-28 12:47:33 main:574] : INFO : Epoch 1545 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1570.38 ms [2021-10-28 12:47:35 main:574] : INFO : Epoch 1546 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1561.26 ms [2021-10-28 12:47:36 main:574] : INFO : Epoch 1547 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1550.08 ms [2021-10-28 12:47:38 main:574] : INFO : Epoch 1548 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1565.27 ms [2021-10-28 12:47:39 main:574] : INFO : Epoch 1549 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1559.95 ms [2021-10-28 12:47:41 main:574] : INFO : Epoch 1550 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1558.9 ms [2021-10-28 12:47:42 main:574] : INFO : Epoch 1551 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1557.04 ms [2021-10-28 12:47:44 main:574] : INFO : Epoch 1552 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1571.93 ms [2021-10-28 12:47:46 main:574] : INFO : Epoch 1553 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1562.85 ms [2021-10-28 12:47:47 main:574] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1581.91 ms [2021-10-28 12:47:49 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1580.03 ms [2021-10-28 12:47:50 main:574] : INFO : Epoch 1556 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1552.6 ms [2021-10-28 12:47:52 main:574] : INFO : Epoch 1557 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1563.69 ms [2021-10-28 12:47:54 main:574] : INFO : Epoch 1558 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1568.96 ms [2021-10-28 12:47:55 main:574] : INFO : Epoch 1559 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1555.04 ms [2021-10-28 12:47:57 main:574] : INFO : Epoch 1560 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1565.46 ms [2021-10-28 12:47:58 main:574] : INFO : Epoch 1561 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1549.25 ms [2021-10-28 12:48:00 main:574] : INFO : Epoch 1562 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1556.33 ms [2021-10-28 12:48:01 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1566.93 ms [2021-10-28 12:48:03 main:574] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1561.38 ms [2021-10-28 12:48:05 main:574] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1557.51 ms [2021-10-28 12:48:06 main:574] : INFO : Epoch 1566 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1571.88 ms [2021-10-28 12:48:08 main:574] : INFO : Epoch 1567 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1552.15 ms [2021-10-28 12:48:09 main:574] : INFO : Epoch 1568 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1554.23 ms [2021-10-28 12:48:11 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1555.89 ms [2021-10-28 12:48:12 main:574] : INFO : Epoch 1570 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1550.3 ms [2021-10-28 12:48:14 main:574] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1566.46 ms [2021-10-28 12:48:16 main:574] : INFO : Epoch 1572 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1549.4 ms [2021-10-28 12:48:17 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1564.14 ms [2021-10-28 12:48:19 main:574] : INFO : Epoch 1574 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1550.42 ms [2021-10-28 12:48:20 main:574] : INFO : Epoch 1575 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1562.73 ms [2021-10-28 12:48:22 main:574] : INFO : Epoch 1576 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1561.76 ms [2021-10-28 12:48:23 main:574] : INFO : Epoch 1577 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1567 ms [2021-10-28 12:48:25 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1559.82 ms [2021-10-28 12:48:27 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1561.43 ms [2021-10-28 12:48:28 main:574] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1553.97 ms [2021-10-28 12:48:30 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1560.48 ms [2021-10-28 12:48:31 main:574] : INFO : Epoch 1582 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1556.86 ms [2021-10-28 12:48:33 main:574] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1560.27 ms [2021-10-28 12:48:34 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1564.37 ms [2021-10-28 12:48:36 main:574] : INFO : Epoch 1585 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1560.23 ms [2021-10-28 12:48:38 main:574] : INFO : Epoch 1586 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1550.49 ms [2021-10-28 12:48:39 main:574] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1553.7 ms [2021-10-28 12:48:41 main:574] : INFO : Epoch 1588 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1575.61 ms [2021-10-28 12:48:42 main:574] : INFO : Epoch 1589 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1562.64 ms [2021-10-28 12:48:44 main:574] : INFO : Epoch 1590 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1558.51 ms [2021-10-28 12:48:45 main:574] : INFO : Epoch 1591 | loss: 0.03125 | val_loss: 0.03125 | Time: 1561.96 ms [2021-10-28 12:48:47 main:574] : INFO : Epoch 1592 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1550.21 ms [2021-10-28 12:48:49 main:574] : INFO : Epoch 1593 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1552.95 ms [2021-10-28 12:48:50 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1556.17 ms [2021-10-28 12:48:52 main:574] : INFO : Epoch 1595 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1557.01 ms [2021-10-28 12:48:53 main:574] : INFO : Epoch 1596 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1560.73 ms [2021-10-28 12:48:55 main:574] : INFO : Epoch 1597 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 1568.79 ms [2021-10-28 12:48:56 main:574] : INFO : Epoch 1598 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1568.46 ms [2021-10-28 12:48:58 main:574] : INFO : Epoch 1599 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1563.43 ms [2021-10-28 12:49:00 main:574] : INFO : Epoch 1600 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1558.86 ms [2021-10-28 12:49:01 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1570.89 ms [2021-10-28 12:49:03 main:574] : INFO : Epoch 1602 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1555.1 ms [2021-10-28 12:49:04 main:574] : INFO : Epoch 1603 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 1542.36 ms [2021-10-28 12:49:06 main:574] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1566.76 ms [2021-10-28 12:49:08 main:574] : INFO : Epoch 1605 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1561.19 ms [2021-10-28 12:49:09 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1562.41 ms [2021-10-28 12:49:11 main:574] : INFO : Epoch 1607 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1562.44 ms [2021-10-28 12:49:12 main:574] : INFO : Epoch 1608 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1560.83 ms [2021-10-28 12:49:14 main:574] : INFO : Epoch 1609 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1549.74 ms [2021-10-28 12:49:15 main:574] : INFO : Epoch 1610 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1563.82 ms [2021-10-28 12:49:17 main:574] : INFO : Epoch 1611 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1559.87 ms [2021-10-28 12:49:19 main:574] : INFO : Epoch 1612 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1566.67 ms [2021-10-28 12:49:20 main:574] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1562.13 ms [2021-10-28 12:49:22 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1566.61 ms [2021-10-28 12:49:23 main:574] : INFO : Epoch 1615 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1550.7 ms [2021-10-28 12:49:25 main:574] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1568.84 ms [2021-10-28 12:49:26 main:574] : INFO : Epoch 1617 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1560.38 ms [2021-10-28 12:49:28 main:574] : INFO : Epoch 1618 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1557.54 ms [2021-10-28 12:49:30 main:574] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1548.93 ms [2021-10-28 12:49:31 main:574] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1567.12 ms [2021-10-28 12:49:33 main:574] : INFO : Epoch 1621 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1557.43 ms [2021-10-28 12:49:34 main:574] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1552.83 ms [2021-10-28 12:49:36 main:574] : INFO : Epoch 1623 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1564.06 ms [2021-10-28 12:49:37 main:574] : INFO : Epoch 1624 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1560.91 ms [2021-10-28 12:49:39 main:574] : INFO : Epoch 1625 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1564.81 ms [2021-10-28 12:49:41 main:574] : INFO : Epoch 1626 | loss: 0.031251 | val_loss: 0.03125 | Time: 1567.02 ms [2021-10-28 12:49:42 main:574] : INFO : Epoch 1627 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1559.46 ms [2021-10-28 12:49:44 main:574] : INFO : Epoch 1628 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1563.72 ms [2021-10-28 12:49:45 main:574] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1556.08 ms [2021-10-28 12:49:47 main:574] : INFO : Epoch 1630 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1562.24 ms [2021-10-28 12:49:48 main:574] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1556.15 ms [2021-10-28 12:49:50 main:574] : INFO : Epoch 1632 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1558.11 ms [2021-10-28 12:49:52 main:574] : INFO : Epoch 1633 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1563.7 ms [2021-10-28 12:49:53 main:574] : INFO : Epoch 1634 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1562.08 ms [2021-10-28 12:49:55 main:574] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1569.16 ms [2021-10-28 12:49:56 main:574] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1563.98 ms [2021-10-28 12:49:58 main:574] : INFO : Epoch 1637 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1560.03 ms [2021-10-28 12:50:00 main:574] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1560.19 ms [2021-10-28 12:50:01 main:574] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1560.57 ms [2021-10-28 12:50:03 main:574] : INFO : Epoch 1640 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1585.46 ms [2021-10-28 12:50:04 main:574] : INFO : Epoch 1641 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1564.37 ms [2021-10-28 12:50:06 main:574] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1559.82 ms [2021-10-28 12:50:07 main:574] : INFO : Epoch 1643 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1555.38 ms [2021-10-28 12:50:09 main:574] : INFO : Epoch 1644 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1564.84 ms [2021-10-28 12:50:11 main:574] : INFO : Epoch 1645 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1563.65 ms [2021-10-28 12:50:12 main:574] : INFO : Epoch 1646 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1550.02 ms [2021-10-28 12:50:14 main:574] : INFO : Epoch 1647 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1557.66 ms [2021-10-28 12:50:15 main:574] : INFO : Epoch 1648 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1547.55 ms [2021-10-28 12:50:17 main:574] : INFO : Epoch 1649 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1567.22 ms [2021-10-28 12:50:18 main:574] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1566.87 ms [2021-10-28 12:50:20 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1577.81 ms [2021-10-28 12:50:22 main:574] : INFO : Epoch 1652 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1550.27 ms [2021-10-28 12:50:23 main:574] : INFO : Epoch 1653 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1557.56 ms [2021-10-28 12:50:25 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1568.9 ms [2021-10-28 12:50:26 main:574] : INFO : Epoch 1655 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1567.48 ms [2021-10-28 12:50:28 main:574] : INFO : Epoch 1656 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1562.36 ms [2021-10-28 12:50:30 main:574] : INFO : Epoch 1657 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1566.39 ms [2021-10-28 12:50:31 main:574] : INFO : Epoch 1658 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1556.64 ms [2021-10-28 12:50:33 main:574] : INFO : Epoch 1659 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1548.56 ms [2021-10-28 12:50:34 main:574] : INFO : Epoch 1660 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1567.97 ms [2021-10-28 12:50:36 main:574] : INFO : Epoch 1661 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1559.26 ms [2021-10-28 12:50:37 main:574] : INFO : Epoch 1662 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1559.39 ms [2021-10-28 12:50:39 main:574] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1554.1 ms [2021-10-28 12:50:41 main:574] : INFO : Epoch 1664 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 1564.61 ms [2021-10-28 12:50:42 main:574] : INFO : Epoch 1665 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1560.76 ms [2021-10-28 12:50:44 main:574] : INFO : Epoch 1666 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1561.07 ms [2021-10-28 12:50:45 main:574] : INFO : Epoch 1667 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1555.85 ms [2021-10-28 12:50:47 main:574] : INFO : Epoch 1668 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1566.69 ms [2021-10-28 12:50:48 main:574] : INFO : Epoch 1669 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1563.31 ms [2021-10-28 12:50:50 main:574] : INFO : Epoch 1670 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1592.46 ms [2021-10-28 12:50:52 main:574] : INFO : Epoch 1671 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1555.21 ms [2021-10-28 12:50:53 main:574] : INFO : Epoch 1672 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1556.54 ms [2021-10-28 12:50:55 main:574] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1569.68 ms [2021-10-28 12:50:56 main:574] : INFO : Epoch 1674 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1562.8 ms [2021-10-28 12:50:58 main:574] : INFO : Epoch 1675 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1553.13 ms [2021-10-28 12:50:59 main:574] : INFO : Epoch 1676 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1566.52 ms [2021-10-28 12:51:01 main:574] : INFO : Epoch 1677 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1572.47 ms [2021-10-28 12:51:03 main:574] : INFO : Epoch 1678 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1562.55 ms [2021-10-28 12:51:04 main:574] : INFO : Epoch 1679 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1566.79 ms [2021-10-28 12:51:06 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 1566.63 ms [2021-10-28 12:51:07 main:574] : INFO : Epoch 1681 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1560.63 ms [2021-10-28 12:51:09 main:574] : INFO : Epoch 1682 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1567.4 ms [2021-10-28 12:51:11 main:574] : INFO : Epoch 1683 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1565.71 ms [2021-10-28 12:51:12 main:574] : INFO : Epoch 1684 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1547.78 ms [2021-10-28 12:51:14 main:574] : INFO : Epoch 1685 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1556.76 ms [2021-10-28 12:51:15 main:574] : INFO : Epoch 1686 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1560.05 ms [2021-10-28 12:51:17 main:574] : INFO : Epoch 1687 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1561.23 ms [2021-10-28 12:51:18 main:574] : INFO : Epoch 1688 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1554.58 ms [2021-10-28 12:51:20 main:574] : INFO : Epoch 1689 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 1557.14 ms [2021-10-28 12:51:22 main:574] : INFO : Epoch 1690 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 1553.12 ms [2021-10-28 12:51:23 main:574] : INFO : Epoch 1691 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1564.69 ms [2021-10-28 12:51:25 main:574] : INFO : Epoch 1692 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1557.67 ms [2021-10-28 12:51:26 main:574] : INFO : Epoch 1693 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1562.61 ms [2021-10-28 12:51:28 main:574] : INFO : Epoch 1694 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1560.85 ms [2021-10-28 12:51:29 main:574] : INFO : Epoch 1695 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1566.35 ms [2021-10-28 12:51:31 main:574] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1562.82 ms [2021-10-28 12:51:33 main:574] : INFO : Epoch 1697 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1562.39 ms [2021-10-28 12:51:34 main:574] : INFO : Epoch 1698 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 1562.24 ms [2021-10-28 12:51:36 main:574] : INFO : Epoch 1699 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1565.87 ms [2021-10-28 12:51:37 main:574] : INFO : Epoch 1700 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1553.31 ms [2021-10-28 12:51:39 main:574] : INFO : Epoch 1701 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1565.44 ms [2021-10-28 12:51:41 main:574] : INFO : Epoch 1702 | loss: 0.0312503 | val_loss: 0.0312538 | Time: 1562.7 ms [2021-10-28 12:51:42 main:574] : INFO : Epoch 1703 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1558.98 ms [2021-10-28 12:51:44 main:574] : INFO : Epoch 1704 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1558.42 ms [2021-10-28 12:51:45 main:574] : INFO : Epoch 1705 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1553.15 ms [2021-10-28 12:51:47 main:574] : INFO : Epoch 1706 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 1572.03 ms [2021-10-28 12:51:48 main:574] : INFO : Epoch 1707 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1559.92 ms [2021-10-28 12:51:50 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1567.22 ms [2021-10-28 12:51:52 main:574] : INFO : Epoch 1709 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1549.81 ms [2021-10-28 12:51:53 main:574] : INFO : Epoch 1710 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1555.28 ms [2021-10-28 12:51:55 main:574] : INFO : Epoch 1711 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1553.2 ms [2021-10-28 12:51:56 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1564.54 ms [2021-10-28 12:51:58 main:574] : INFO : Epoch 1713 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1556.2 ms [2021-10-28 12:51:59 main:574] : INFO : Epoch 1714 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1565.13 ms [2021-10-28 12:52:01 main:574] : INFO : Epoch 1715 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1570.89 ms [2021-10-28 12:52:03 main:574] : INFO : Epoch 1716 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1584.08 ms [2021-10-28 12:52:04 main:574] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1563.94 ms [2021-10-28 12:52:06 main:574] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1556.81 ms [2021-10-28 12:52:07 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1549.81 ms [2021-10-28 12:52:09 main:574] : INFO : Epoch 1720 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1574.25 ms [2021-10-28 12:52:10 main:574] : INFO : Epoch 1721 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1567.23 ms [2021-10-28 12:52:12 main:574] : INFO : Epoch 1722 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1554.93 ms [2021-10-28 12:52:14 main:574] : INFO : Epoch 1723 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1560.02 ms [2021-10-28 12:52:15 main:574] : INFO : Epoch 1724 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1653.65 ms [2021-10-28 12:52:17 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1572.99 ms [2021-10-28 12:52:18 main:574] : INFO : Epoch 1726 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1555.31 ms [2021-10-28 12:52:20 main:574] : INFO : Epoch 1727 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1562.27 ms [2021-10-28 12:52:22 main:574] : INFO : Epoch 1728 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1561.22 ms [2021-10-28 12:52:23 main:574] : INFO : Epoch 1729 | loss: 0.0312522 | val_loss: 0.0312509 | Time: 1545.23 ms [2021-10-28 12:52:25 main:574] : INFO : Epoch 1730 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1562.54 ms [2021-10-28 12:52:26 main:574] : INFO : Epoch 1731 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1565.56 ms [2021-10-28 12:52:28 main:574] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1538.7 ms [2021-10-28 12:52:29 main:574] : INFO : Epoch 1733 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1551.94 ms [2021-10-28 12:52:31 main:574] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1546.02 ms [2021-10-28 12:52:33 main:574] : INFO : Epoch 1735 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1581.02 ms [2021-10-28 12:52:34 main:574] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1559.1 ms [2021-10-28 12:52:36 main:574] : INFO : Epoch 1737 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1541.93 ms [2021-10-28 12:52:37 main:574] : INFO : Epoch 1738 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 1564.62 ms [2021-10-28 12:52:39 main:574] : INFO : Epoch 1739 | loss: 0.0312518 | val_loss: 0.0312521 | Time: 1557.99 ms [2021-10-28 12:52:40 main:574] : INFO : Epoch 1740 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1552.67 ms [2021-10-28 12:52:42 main:574] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1549.82 ms [2021-10-28 12:52:44 main:574] : INFO : Epoch 1742 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1560.07 ms [2021-10-28 12:52:45 main:574] : INFO : Epoch 1743 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1564.04 ms [2021-10-28 12:52:47 main:574] : INFO : Epoch 1744 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1553.78 ms [2021-10-28 12:52:48 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1561.65 ms [2021-10-28 12:52:50 main:574] : INFO : Epoch 1746 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1572.91 ms [2021-10-28 12:52:51 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1562.22 ms [2021-10-28 12:52:53 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1556.42 ms [2021-10-28 12:52:55 main:574] : INFO : Epoch 1749 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1586.42 ms [2021-10-28 12:52:56 main:574] : INFO : Epoch 1750 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1548.38 ms [2021-10-28 12:52:58 main:574] : INFO : Epoch 1751 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1557.82 ms [2021-10-28 12:52:59 main:574] : INFO : Epoch 1752 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1558.99 ms [2021-10-28 12:53:01 main:574] : INFO : Epoch 1753 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1567.64 ms [2021-10-28 12:53:03 main:574] : INFO : Epoch 1754 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1563.09 ms [2021-10-28 12:53:04 main:574] : INFO : Epoch 1755 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1564.95 ms [2021-10-28 12:53:06 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1570.11 ms [2021-10-28 12:53:07 main:574] : INFO : Epoch 1757 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1566.68 ms [2021-10-28 12:53:09 main:574] : INFO : Epoch 1758 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1558.93 ms [2021-10-28 12:53:10 main:574] : INFO : Epoch 1759 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1559.05 ms [2021-10-28 12:53:12 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1551.31 ms [2021-10-28 12:53:14 main:574] : INFO : Epoch 1761 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1559.03 ms [2021-10-28 12:53:15 main:574] : INFO : Epoch 1762 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 1562.41 ms [2021-10-28 12:53:17 main:574] : INFO : Epoch 1763 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1555.68 ms [2021-10-28 12:53:18 main:574] : INFO : Epoch 1764 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1559.46 ms [2021-10-28 12:53:20 main:574] : INFO : Epoch 1765 | loss: 0.0312514 | val_loss: 0.0312544 | Time: 1569.2 ms [2021-10-28 12:53:21 main:574] : INFO : Epoch 1766 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1549.86 ms [2021-10-28 12:53:23 main:574] : INFO : Epoch 1767 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1574.08 ms [2021-10-28 12:53:25 main:574] : INFO : Epoch 1768 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1555.35 ms [2021-10-28 12:53:26 main:574] : INFO : Epoch 1769 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1561.31 ms [2021-10-28 12:53:28 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1566.48 ms [2021-10-28 12:53:29 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1557.12 ms [2021-10-28 12:53:31 main:574] : INFO : Epoch 1772 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1558.2 ms [2021-10-28 12:53:33 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1561.85 ms [2021-10-28 12:53:34 main:574] : INFO : Epoch 1774 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1564.3 ms [2021-10-28 12:53:36 main:574] : INFO : Epoch 1775 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1545.12 ms [2021-10-28 12:53:37 main:574] : INFO : Epoch 1776 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1569.59 ms [2021-10-28 12:53:39 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1564.56 ms [2021-10-28 12:53:40 main:574] : INFO : Epoch 1778 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1574.34 ms [2021-10-28 12:53:42 main:574] : INFO : Epoch 1779 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1558.5 ms [2021-10-28 12:53:44 main:574] : INFO : Epoch 1780 | loss: 0.0312517 | val_loss: 0.0312523 | Time: 1557.59 ms [2021-10-28 12:53:45 main:574] : INFO : Epoch 1781 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1566.16 ms [2021-10-28 12:53:47 main:574] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1562.21 ms [2021-10-28 12:53:48 main:574] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1545.57 ms [2021-10-28 12:53:50 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1567.84 ms [2021-10-28 12:53:51 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1566.24 ms [2021-10-28 12:53:53 main:574] : INFO : Epoch 1786 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1555 ms [2021-10-28 12:53:55 main:574] : INFO : Epoch 1787 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1562.29 ms [2021-10-28 12:53:56 main:574] : INFO : Epoch 1788 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1558.89 ms [2021-10-28 12:53:58 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1546.87 ms [2021-10-28 12:53:59 main:574] : INFO : Epoch 1790 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1572.49 ms [2021-10-28 12:54:01 main:574] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1565.49 ms [2021-10-28 12:54:02 main:574] : INFO : Epoch 1792 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1561.11 ms [2021-10-28 12:54:04 main:574] : INFO : Epoch 1793 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1564.85 ms [2021-10-28 12:54:06 main:574] : INFO : Epoch 1794 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1569.34 ms [2021-10-28 12:54:07 main:574] : INFO : Epoch 1795 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1575.57 ms [2021-10-28 12:54:09 main:574] : INFO : Epoch 1796 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1562.34 ms [2021-10-28 12:54:10 main:574] : INFO : Epoch 1797 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1590.23 ms [2021-10-28 12:54:12 main:574] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1559.49 ms [2021-10-28 12:54:14 main:574] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312559 | Time: 1553.41 ms [2021-10-28 12:54:15 main:574] : INFO : Epoch 1800 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 1562.17 ms [2021-10-28 12:54:17 main:574] : INFO : Epoch 1801 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1554.34 ms [2021-10-28 12:54:18 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1567.57 ms [2021-10-28 12:54:20 main:574] : INFO : Epoch 1803 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1565.14 ms [2021-10-28 12:54:21 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1554.04 ms [2021-10-28 12:54:23 main:574] : INFO : Epoch 1805 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1558.93 ms [2021-10-28 12:54:25 main:574] : INFO : Epoch 1806 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1556 ms [2021-10-28 12:54:26 main:574] : INFO : Epoch 1807 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1552.92 ms [2021-10-28 12:54:28 main:574] : INFO : Epoch 1808 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1546.33 ms [2021-10-28 12:54:29 main:574] : INFO : Epoch 1809 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1558.86 ms [2021-10-28 12:54:31 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1557.44 ms [2021-10-28 12:54:32 main:574] : INFO : Epoch 1811 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1553.05 ms [2021-10-28 12:54:34 main:574] : INFO : Epoch 1812 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1558.74 ms [2021-10-28 12:54:36 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1559.52 ms [2021-10-28 12:54:37 main:574] : INFO : Epoch 1814 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1562.51 ms [2021-10-28 12:54:39 main:574] : INFO : Epoch 1815 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1554.22 ms [2021-10-28 12:54:40 main:574] : INFO : Epoch 1816 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 1563.08 ms [2021-10-28 12:54:42 main:574] : INFO : Epoch 1817 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1564.11 ms [2021-10-28 12:54:43 main:574] : INFO : Epoch 1818 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1559.2 ms [2021-10-28 12:54:45 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1552.32 ms [2021-10-28 12:54:47 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1557.47 ms [2021-10-28 12:54:48 main:574] : INFO : Epoch 1821 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1564.22 ms [2021-10-28 12:54:50 main:574] : INFO : Epoch 1822 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1568.5 ms [2021-10-28 12:54:51 main:574] : INFO : Epoch 1823 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1550.95 ms [2021-10-28 12:54:53 main:574] : INFO : Epoch 1824 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1560.17 ms [2021-10-28 12:54:54 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1567.01 ms [2021-10-28 12:54:56 main:574] : INFO : Epoch 1826 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1558.24 ms [2021-10-28 12:54:58 main:574] : INFO : Epoch 1827 | loss: 0.0312504 | val_loss: 0.031253 | Time: 1572 ms [2021-10-28 12:54:59 main:574] : INFO : Epoch 1828 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1556.87 ms [2021-10-28 12:55:01 main:574] : INFO : Epoch 1829 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1552.8 ms [2021-10-28 12:55:02 main:574] : INFO : Epoch 1830 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1571.84 ms [2021-10-28 12:55:04 main:574] : INFO : Epoch 1831 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1568.49 ms [2021-10-28 12:55:06 main:574] : INFO : Epoch 1832 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1563.85 ms [2021-10-28 12:55:07 main:574] : INFO : Epoch 1833 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1557.86 ms [2021-10-28 12:55:09 main:574] : INFO : Epoch 1834 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1560.78 ms [2021-10-28 12:55:10 main:574] : INFO : Epoch 1835 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1554.7 ms [2021-10-28 12:55:12 main:574] : INFO : Epoch 1836 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1560.53 ms [2021-10-28 12:55:13 main:574] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1574.99 ms [2021-10-28 12:55:15 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1569.31 ms [2021-10-28 12:55:17 main:574] : INFO : Epoch 1839 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 1570.04 ms [2021-10-28 12:55:18 main:574] : INFO : Epoch 1840 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1571.09 ms [2021-10-28 12:55:20 main:574] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1561.03 ms [2021-10-28 12:55:21 main:574] : INFO : Epoch 1842 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1556.19 ms [2021-10-28 12:55:23 main:574] : INFO : Epoch 1843 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1560.82 ms [2021-10-28 12:55:24 main:574] : INFO : Epoch 1844 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1560.08 ms [2021-10-28 12:55:26 main:574] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1560.76 ms [2021-10-28 12:55:28 main:574] : INFO : Epoch 1846 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1563.15 ms [2021-10-28 12:55:29 main:574] : INFO : Epoch 1847 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1562.79 ms [2021-10-28 12:55:31 main:574] : INFO : Epoch 1848 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1581.61 ms [2021-10-28 12:55:32 main:574] : INFO : Epoch 1849 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1570.09 ms [2021-10-28 12:55:34 main:574] : INFO : Epoch 1850 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1553.64 ms [2021-10-28 12:55:36 main:574] : INFO : Epoch 1851 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1561.58 ms [2021-10-28 12:55:37 main:574] : INFO : Epoch 1852 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1575.94 ms [2021-10-28 12:55:39 main:574] : INFO : Epoch 1853 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1542.17 ms [2021-10-28 12:55:40 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1542.86 ms [2021-10-28 12:55:42 main:574] : INFO : Epoch 1855 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1558.88 ms [2021-10-28 12:55:43 main:574] : INFO : Epoch 1856 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 1569.21 ms [2021-10-28 12:55:45 main:574] : INFO : Epoch 1857 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1556.54 ms [2021-10-28 12:55:47 main:574] : INFO : Epoch 1858 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1567.16 ms [2021-10-28 12:55:48 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1560.69 ms [2021-10-28 12:55:50 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1562.47 ms [2021-10-28 12:55:51 main:574] : INFO : Epoch 1861 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1560.11 ms [2021-10-28 12:55:53 main:574] : INFO : Epoch 1862 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1559.79 ms [2021-10-28 12:55:55 main:574] : INFO : Epoch 1863 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1572.89 ms [2021-10-28 12:55:56 main:574] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1559.62 ms [2021-10-28 12:55:58 main:574] : INFO : Epoch 1865 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1574.74 ms [2021-10-28 12:55:59 main:574] : INFO : Epoch 1866 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1558.97 ms [2021-10-28 12:56:01 main:574] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1556.58 ms [2021-10-28 12:56:02 main:574] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1561.24 ms [2021-10-28 12:56:04 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1548.89 ms [2021-10-28 12:56:06 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1569.24 ms [2021-10-28 12:56:07 main:574] : INFO : Epoch 1871 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1562.47 ms [2021-10-28 12:56:09 main:574] : INFO : Epoch 1872 | loss: 0.0312501 | val_loss: 0.0312532 | Time: 1554.75 ms [2021-10-28 12:56:10 main:574] : INFO : Epoch 1873 | loss: 0.0312523 | val_loss: 0.031251 | Time: 1562.59 ms [2021-10-28 12:56:12 main:574] : INFO : Epoch 1874 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1551.73 ms [2021-10-28 12:56:13 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1557.78 ms [2021-10-28 12:56:15 main:574] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1546.7 ms [2021-10-28 12:56:17 main:574] : INFO : Epoch 1877 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1564.76 ms [2021-10-28 12:56:18 main:574] : INFO : Epoch 1878 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1561.91 ms [2021-10-28 12:56:20 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1558.33 ms [2021-10-28 12:56:21 main:574] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1570.06 ms [2021-10-28 12:56:23 main:574] : INFO : Epoch 1881 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1560.56 ms [2021-10-28 12:56:24 main:574] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1558.66 ms [2021-10-28 12:56:26 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1554.58 ms [2021-10-28 12:56:28 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1562.01 ms [2021-10-28 12:56:29 main:574] : INFO : Epoch 1885 | loss: 0.0312526 | val_loss: 0.0312562 | Time: 1567.98 ms [2021-10-28 12:56:31 main:574] : INFO : Epoch 1886 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 1558.58 ms [2021-10-28 12:56:32 main:574] : INFO : Epoch 1887 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 1550.39 ms [2021-10-28 12:56:34 main:574] : INFO : Epoch 1888 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1559.34 ms [2021-10-28 12:56:35 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1560.95 ms [2021-10-28 12:56:37 main:574] : INFO : Epoch 1890 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1565.37 ms [2021-10-28 12:56:39 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1555.89 ms [2021-10-28 12:56:40 main:574] : INFO : Epoch 1892 | loss: 0.0312506 | val_loss: 0.0312544 | Time: 1570.45 ms [2021-10-28 12:56:42 main:574] : INFO : Epoch 1893 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1554.98 ms [2021-10-28 12:56:43 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1564.45 ms [2021-10-28 12:56:45 main:574] : INFO : Epoch 1895 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1564.08 ms [2021-10-28 12:56:47 main:574] : INFO : Epoch 1896 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1561.86 ms [2021-10-28 12:56:48 main:574] : INFO : Epoch 1897 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1558.42 ms [2021-10-28 12:56:50 main:574] : INFO : Epoch 1898 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1560.67 ms [2021-10-28 12:56:51 main:574] : INFO : Epoch 1899 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 1570.11 ms [2021-10-28 12:56:53 main:574] : INFO : Epoch 1900 | loss: 0.0312509 | val_loss: 0.031252 | Time: 1536.63 ms [2021-10-28 12:56:54 main:574] : INFO : Epoch 1901 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1558.92 ms [2021-10-28 12:56:56 main:574] : INFO : Epoch 1902 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1566.84 ms [2021-10-28 12:56:58 main:574] : INFO : Epoch 1903 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1544.92 ms [2021-10-28 12:56:59 main:574] : INFO : Epoch 1904 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1552.26 ms [2021-10-28 12:57:01 main:574] : INFO : Epoch 1905 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1564.31 ms [2021-10-28 12:57:02 main:574] : INFO : Epoch 1906 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1574.4 ms [2021-10-28 12:57:04 main:574] : INFO : Epoch 1907 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1561.99 ms [2021-10-28 12:57:05 main:574] : INFO : Epoch 1908 | loss: 0.0312524 | val_loss: 0.031255 | Time: 1555.78 ms [2021-10-28 12:57:07 main:574] : INFO : Epoch 1909 | loss: 0.0312532 | val_loss: 0.0312509 | Time: 1562.58 ms [2021-10-28 12:57:09 main:574] : INFO : Epoch 1910 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1561.21 ms [2021-10-28 12:57:10 main:574] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1563.97 ms [2021-10-28 12:57:12 main:574] : INFO : Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1562.46 ms [2021-10-28 12:57:13 main:574] : INFO : Epoch 1913 | loss: 0.0312522 | val_loss: 0.0312513 | Time: 1562.46 ms [2021-10-28 12:57:15 main:574] : INFO : Epoch 1914 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1557.26 ms [2021-10-28 12:57:16 main:574] : INFO : Epoch 1915 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1564.39 ms [2021-10-28 12:57:18 main:574] : INFO : Epoch 1916 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1559.94 ms [2021-10-28 12:57:20 main:574] : INFO : Epoch 1917 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1540.48 ms [2021-10-28 12:57:21 main:574] : INFO : Epoch 1918 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1581.72 ms [2021-10-28 12:57:23 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1551.83 ms [2021-10-28 12:57:24 main:574] : INFO : Epoch 1920 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1550.4 ms [2021-10-28 12:57:26 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1557.76 ms [2021-10-28 12:57:27 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1555.68 ms [2021-10-28 12:57:29 main:574] : INFO : Epoch 1923 | loss: 0.0312506 | val_loss: 0.0312545 | Time: 1549.4 ms [2021-10-28 12:57:31 main:574] : INFO : Epoch 1924 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1562.45 ms [2021-10-28 12:57:32 main:574] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1556.55 ms [2021-10-28 12:57:34 main:574] : INFO : Epoch 1926 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1626.01 ms [2021-10-28 12:57:35 main:574] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1558.07 ms [2021-10-28 12:57:37 main:574] : INFO : Epoch 1928 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1558.29 ms [2021-10-28 12:57:38 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1545.35 ms [2021-10-28 12:57:40 main:574] : INFO : Epoch 1930 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1562.86 ms [2021-10-28 12:57:42 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1563.69 ms [2021-10-28 12:57:43 main:574] : INFO : Epoch 1932 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1565.78 ms [2021-10-28 12:57:45 main:574] : INFO : Epoch 1933 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1550.66 ms [2021-10-28 12:57:46 main:574] : INFO : Epoch 1934 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1560.39 ms [2021-10-28 12:57:48 main:574] : INFO : Epoch 1935 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1551.39 ms [2021-10-28 12:57:50 main:574] : INFO : Epoch 1936 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1565.03 ms [2021-10-28 12:57:51 main:574] : INFO : Epoch 1937 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1564.51 ms [2021-10-28 12:57:53 main:574] : INFO : Epoch 1938 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1555.74 ms [2021-10-28 12:57:54 main:574] : INFO : Epoch 1939 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1562.31 ms [2021-10-28 12:57:56 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1560.96 ms [2021-10-28 12:57:57 main:574] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1568.78 ms [2021-10-28 12:57:59 main:574] : INFO : Epoch 1942 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1562.1 ms [2021-10-28 12:58:01 main:574] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1554.29 ms [2021-10-28 12:58:02 main:574] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1573.46 ms [2021-10-28 12:58:04 main:574] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1588.95 ms [2021-10-28 12:58:05 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1564.95 ms [2021-10-28 12:58:07 main:574] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312531 | Time: 1558.75 ms [2021-10-28 12:58:08 main:574] : INFO : Epoch 1948 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1580.51 ms [2021-10-28 12:58:10 main:574] : INFO : Epoch 1949 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1552.21 ms [2021-10-28 12:58:12 main:574] : INFO : Epoch 1950 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 1566.8 ms [2021-10-28 12:58:13 main:574] : INFO : Epoch 1951 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 1565.26 ms [2021-10-28 12:58:15 main:574] : INFO : Epoch 1952 | loss: 0.0312508 | val_loss: 0.031252 | Time: 1562.4 ms [2021-10-28 12:58:16 main:574] : INFO : Epoch 1953 | loss: 0.0312511 | val_loss: 0.0312566 | Time: 1567.17 ms [2021-10-28 12:58:18 main:574] : INFO : Epoch 1954 | loss: 0.0312579 | val_loss: 0.0312541 | Time: 1546.35 ms [2021-10-28 12:58:20 main:574] : INFO : Epoch 1955 | loss: 0.0312533 | val_loss: 0.0312542 | Time: 1559.88 ms [2021-10-28 12:58:21 main:574] : INFO : Epoch 1956 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1558.12 ms [2021-10-28 12:58:23 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1561.5 ms [2021-10-28 12:58:24 main:574] : INFO : Epoch 1958 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1555.25 ms [2021-10-28 12:58:26 main:574] : INFO : Epoch 1959 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 1545.37 ms [2021-10-28 12:58:27 main:574] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1562.69 ms [2021-10-28 12:58:29 main:574] : INFO : Epoch 1961 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1561.44 ms [2021-10-28 12:58:31 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1561.94 ms [2021-10-28 12:58:32 main:574] : INFO : Epoch 1963 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1563.33 ms [2021-10-28 12:58:34 main:574] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1565.19 ms [2021-10-28 12:58:35 main:574] : INFO : Epoch 1965 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1555.16 ms [2021-10-28 12:58:37 main:574] : INFO : Epoch 1966 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1567.24 ms [2021-10-28 12:58:38 main:574] : INFO : Epoch 1967 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1558.14 ms [2021-10-28 12:58:40 main:574] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1568.31 ms [2021-10-28 12:58:42 main:574] : INFO : Epoch 1969 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1565.87 ms [2021-10-28 12:58:43 main:574] : INFO : Epoch 1970 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1560.42 ms [2021-10-28 12:58:45 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1566.85 ms [2021-10-28 12:58:46 main:574] : INFO : Epoch 1972 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1570.65 ms [2021-10-28 12:58:48 main:574] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1556.38 ms [2021-10-28 12:58:49 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1553.41 ms [2021-10-28 12:58:51 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 1567.43 ms [2021-10-28 12:58:53 main:574] : INFO : Epoch 1976 | loss: 0.0312507 | val_loss: 0.0312531 | Time: 1557.77 ms [2021-10-28 12:58:54 main:574] : INFO : Epoch 1977 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1563 ms [2021-10-28 12:58:56 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1557.94 ms [2021-10-28 12:58:57 main:574] : INFO : Epoch 1979 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1561.8 ms [2021-10-28 12:58:59 main:574] : INFO : Epoch 1980 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 1565.4 ms [2021-10-28 12:59:01 main:574] : INFO : Epoch 1981 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1570.02 ms [2021-10-28 12:59:02 main:574] : INFO : Epoch 1982 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1573.2 ms [2021-10-28 12:59:04 main:574] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1562.76 ms [2021-10-28 12:59:05 main:574] : INFO : Epoch 1984 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1561.03 ms [2021-10-28 12:59:07 main:574] : INFO : Epoch 1985 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1567.84 ms [2021-10-28 12:59:08 main:574] : INFO : Epoch 1986 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1572.89 ms [2021-10-28 12:59:10 main:574] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1567.11 ms [2021-10-28 12:59:12 main:574] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1567.81 ms [2021-10-28 12:59:13 main:574] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1564.96 ms [2021-10-28 12:59:15 main:574] : INFO : Epoch 1990 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1558.71 ms [2021-10-28 12:59:16 main:574] : INFO : Epoch 1991 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1555.97 ms [2021-10-28 12:59:18 main:574] : INFO : Epoch 1992 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1594.39 ms [2021-10-28 12:59:20 main:574] : INFO : Epoch 1993 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1571.71 ms [2021-10-28 12:59:21 main:574] : INFO : Epoch 1994 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1565.44 ms [2021-10-28 12:59:23 main:574] : INFO : Epoch 1995 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1557.07 ms [2021-10-28 12:59:24 main:574] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1570.19 ms [2021-10-28 12:59:26 main:574] : INFO : Epoch 1997 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1569.36 ms [2021-10-28 12:59:27 main:574] : INFO : Epoch 1998 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1564.87 ms [2021-10-28 12:59:29 main:574] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1560.45 ms [2021-10-28 12:59:31 main:574] : INFO : Epoch 2000 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1561.1 ms [2021-10-28 12:59:32 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1547.85 ms [2021-10-28 12:59:34 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1564.45 ms [2021-10-28 12:59:35 main:574] : INFO : Epoch 2003 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1557.46 ms [2021-10-28 12:59:37 main:574] : INFO : Epoch 2004 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1567.17 ms [2021-10-28 12:59:39 main:574] : INFO : Epoch 2005 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1562.57 ms [2021-10-28 12:59:40 main:574] : INFO : Epoch 2006 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1551.96 ms [2021-10-28 12:59:42 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1578.91 ms [2021-10-28 12:59:43 main:574] : INFO : Epoch 2008 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1561.91 ms [2021-10-28 12:59:45 main:574] : INFO : Epoch 2009 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1568.23 ms [2021-10-28 12:59:47 main:574] : INFO : Epoch 2010 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1568.07 ms [2021-10-28 12:59:48 main:574] : INFO : Epoch 2011 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 1548.19 ms [2021-10-28 12:59:50 main:574] : INFO : Epoch 2012 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1561.66 ms [2021-10-28 12:59:51 main:574] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1565.5 ms [2021-10-28 12:59:53 main:574] : INFO : Epoch 2014 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1557.94 ms [2021-10-28 12:59:54 main:574] : INFO : Epoch 2015 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1553.36 ms [2021-10-28 12:59:56 main:574] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1564.3 ms [2021-10-28 12:59:58 main:574] : INFO : Epoch 2017 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1554.16 ms [2021-10-28 12:59:59 main:574] : INFO : Epoch 2018 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1559.76 ms [2021-10-28 13:00:01 main:574] : INFO : Epoch 2019 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1565.43 ms [2021-10-28 13:00:02 main:574] : INFO : Epoch 2020 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1559.88 ms [2021-10-28 13:00:04 main:574] : INFO : Epoch 2021 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1561.31 ms [2021-10-28 13:00:05 main:574] : INFO : Epoch 2022 | loss: 0.0312515 | val_loss: 0.031252 | Time: 1563.01 ms [2021-10-28 13:00:07 main:574] : INFO : Epoch 2023 | loss: 0.0312518 | val_loss: 0.0312521 | Time: 1559.63 ms [2021-10-28 13:00:09 main:574] : INFO : Epoch 2024 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1556.46 ms [2021-10-28 13:00:10 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1563.32 ms [2021-10-28 13:00:12 main:574] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1560.77 ms [2021-10-28 13:00:13 main:574] : INFO : Epoch 2027 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1545.56 ms [2021-10-28 13:00:15 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1556.01 ms [2021-10-28 13:00:16 main:574] : INFO : Epoch 2029 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1558.7 ms [2021-10-28 13:00:18 main:574] : INFO : Epoch 2030 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1555.26 ms [2021-10-28 13:00:20 main:574] : INFO : Epoch 2031 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1553.97 ms [2021-10-28 13:00:21 main:574] : INFO : Epoch 2032 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 1562.03 ms [2021-10-28 13:00:23 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1561.47 ms [2021-10-28 13:00:24 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1569.92 ms [2021-10-28 13:00:26 main:574] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1569.38 ms [2021-10-28 13:00:28 main:574] : INFO : Epoch 2036 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1563.21 ms [2021-10-28 13:00:29 main:574] : INFO : Epoch 2037 | loss: 0.0312504 | val_loss: 0.031252 | Time: 1560.65 ms [2021-10-28 13:00:31 main:574] : INFO : Epoch 2038 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 1556.75 ms [2021-10-28 13:00:32 main:574] : INFO : Epoch 2039 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1556.06 ms [2021-10-28 13:00:34 main:574] : INFO : Epoch 2040 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1559.29 ms [2021-10-28 13:00:36 main:574] : INFO : Epoch 2041 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1551.75 ms [2021-10-28 13:00:37 main:574] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1558.67 ms [2021-10-28 13:00:39 main:574] : INFO : Epoch 2043 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1569.86 ms [2021-10-28 13:00:40 main:574] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1571.89 ms [2021-10-28 13:00:42 main:574] : INFO : Epoch 2045 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1549.34 ms [2021-10-28 13:00:43 main:574] : INFO : Epoch 2046 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1576.59 ms [2021-10-28 13:00:45 main:574] : INFO : Epoch 2047 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1569.16 ms [2021-10-28 13:00:47 main:574] : INFO : Epoch 2048 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1557.95 ms [2021-10-28 13:00:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312509 [2021-10-28 13:00:47 main:603] : INFO : Saving end state to config to file [2021-10-28 13:00:47 main:608] : INFO : Success, exiting.. 13:00:47 (1764): 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)