Task 8226379
| Name | ParityModified-1634619660-18713-0_0 |
| Workunit | 5754915 |
| Created | 19 Oct 2021, 5:01:01 UTC |
| Sent | 22 Oct 2021, 10:58:49 UTC |
| Report deadline | 30 Oct 2021, 10:58:49 UTC |
| Received | 22 Oct 2021, 11:53:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 54 min 19 sec |
| CPU time | 53 min 12 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 | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> s: 0.0312502 | Time: 1573.89 ms [2021-10-22 13:39:52 main:574] : INFO : Epoch 1542 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1547.06 ms [2021-10-22 13:39:53 main:574] : INFO : Epoch 1543 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1559.91 ms [2021-10-22 13:39:55 main:574] : INFO : Epoch 1544 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1564.32 ms [2021-10-22 13:39:56 main:574] : INFO : Epoch 1545 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1563.02 ms [2021-10-22 13:39:58 main:574] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1556.91 ms [2021-10-22 13:40:00 main:574] : INFO : Epoch 1547 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1574.76 ms [2021-10-22 13:40:01 main:574] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1560.16 ms [2021-10-22 13:40:03 main:574] : INFO : Epoch 1549 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1563.73 ms [2021-10-22 13:40:04 main:574] : INFO : Epoch 1550 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1565.36 ms [2021-10-22 13:40:06 main:574] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1559.82 ms [2021-10-22 13:40:07 main:574] : INFO : Epoch 1552 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1572.85 ms [2021-10-22 13:40:09 main:574] : INFO : Epoch 1553 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1558.74 ms [2021-10-22 13:40:11 main:574] : INFO : Epoch 1554 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1554.61 ms [2021-10-22 13:40:12 main:574] : INFO : Epoch 1555 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1561.14 ms [2021-10-22 13:40:14 main:574] : INFO : Epoch 1556 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1544.82 ms [2021-10-22 13:40:15 main:574] : INFO : Epoch 1557 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1564.73 ms [2021-10-22 13:40:17 main:574] : INFO : Epoch 1558 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1565.81 ms [2021-10-22 13:40:19 main:574] : INFO : Epoch 1559 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1558.07 ms [2021-10-22 13:40:20 main:574] : INFO : Epoch 1560 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1559.53 ms [2021-10-22 13:40:22 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1555.31 ms [2021-10-22 13:40:23 main:574] : INFO : Epoch 1562 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1547.02 ms [2021-10-22 13:40:25 main:574] : INFO : Epoch 1563 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1559.34 ms [2021-10-22 13:40:26 main:574] : INFO : Epoch 1564 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1558.93 ms [2021-10-22 13:40:28 main:574] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1553.51 ms [2021-10-22 13:40:29 main:574] : INFO : Epoch 1566 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1541.24 ms [2021-10-22 13:40:31 main:574] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1550.03 ms [2021-10-22 13:40:33 main:574] : INFO : Epoch 1568 | loss: 0.031251 | val_loss: 0.0312544 | Time: 1562.82 ms [2021-10-22 13:40:34 main:574] : INFO : Epoch 1569 | loss: 0.0312542 | val_loss: 0.0312598 | Time: 1563.29 ms [2021-10-22 13:40:36 main:574] : INFO : Epoch 1570 | loss: 0.0312551 | val_loss: 0.0312522 | Time: 1570.56 ms [2021-10-22 13:40:37 main:574] : INFO : Epoch 1571 | loss: 0.0312521 | val_loss: 0.031251 | Time: 1564.89 ms [2021-10-22 13:40:39 main:574] : INFO : Epoch 1572 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1552.98 ms [2021-10-22 13:40:41 main:574] : INFO : Epoch 1573 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1559.55 ms [2021-10-22 13:40:42 main:574] : INFO : Epoch 1574 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1553.92 ms [2021-10-22 13:40:44 main:574] : INFO : Epoch 1575 | loss: 0.0312508 | val_loss: 0.031252 | Time: 1552.07 ms [2021-10-22 13:40:45 main:574] : INFO : Epoch 1576 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1564.7 ms [2021-10-22 13:40:47 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1552.47 ms [2021-10-22 13:40:48 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1548.91 ms [2021-10-22 13:40:50 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1568.33 ms [2021-10-22 13:40:52 main:574] : INFO : Epoch 1580 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1545.87 ms [2021-10-22 13:40:53 main:574] : INFO : Epoch 1581 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 1549.35 ms [2021-10-22 13:40:55 main:574] : INFO : Epoch 1582 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1564.11 ms [2021-10-22 13:40:56 main:574] : INFO : Epoch 1583 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1546.09 ms [2021-10-22 13:40:58 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.031251 | Time: 1558.46 ms [2021-10-22 13:40:59 main:574] : INFO : Epoch 1585 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1551.68 ms [2021-10-22 13:41:01 main:574] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1560.98 ms [2021-10-22 13:41:03 main:574] : INFO : Epoch 1587 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1549.9 ms [2021-10-22 13:41:04 main:574] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1544.48 ms [2021-10-22 13:41:06 main:574] : INFO : Epoch 1589 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1559.06 ms [2021-10-22 13:41:07 main:574] : INFO : Epoch 1590 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1554.25 ms [2021-10-22 13:41:09 main:574] : INFO : Epoch 1591 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1555.74 ms [2021-10-22 13:41:10 main:574] : INFO : Epoch 1592 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1557.78 ms [2021-10-22 13:41:12 main:574] : INFO : Epoch 1593 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1564.79 ms [2021-10-22 13:41:14 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1568.15 ms [2021-10-22 13:41:15 main:574] : INFO : Epoch 1595 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1562.5 ms [2021-10-22 13:41:17 main:574] : INFO : Epoch 1596 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1552.09 ms [2021-10-22 13:41:18 main:574] : INFO : Epoch 1597 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1558 ms [2021-10-22 13:41:20 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1562.2 ms [2021-10-22 13:41:21 main:574] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1554.84 ms [2021-10-22 13:41:23 main:574] : INFO : Epoch 1600 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1550.92 ms [2021-10-22 13:41:25 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1573.41 ms [2021-10-22 13:41:26 main:574] : INFO : Epoch 1602 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1551.66 ms [2021-10-22 13:41:28 main:574] : INFO : Epoch 1603 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1569.67 ms [2021-10-22 13:41:29 main:574] : INFO : Epoch 1604 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1557.9 ms [2021-10-22 13:41:31 main:574] : INFO : Epoch 1605 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1548.77 ms [2021-10-22 13:41:32 main:574] : INFO : Epoch 1606 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1549.15 ms [2021-10-22 13:41:34 main:574] : INFO : Epoch 1607 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1562.72 ms [2021-10-22 13:41:36 main:574] : INFO : Epoch 1608 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1565.59 ms [2021-10-22 13:41:37 main:574] : INFO : Epoch 1609 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1545.77 ms [2021-10-22 13:41:39 main:574] : INFO : Epoch 1610 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 1557.48 ms [2021-10-22 13:41:40 main:574] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1542.72 ms [2021-10-22 13:41:42 main:574] : INFO : Epoch 1612 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1567.21 ms [2021-10-22 13:41:43 main:574] : INFO : Epoch 1613 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1561.29 ms [2021-10-22 13:41:45 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1554.82 ms [2021-10-22 13:41:47 main:574] : INFO : Epoch 1615 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1558.42 ms [2021-10-22 13:41:48 main:574] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1551.3 ms [2021-10-22 13:41:50 main:574] : INFO : Epoch 1617 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1568.49 ms [2021-10-22 13:41:51 main:574] : INFO : Epoch 1618 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1551.72 ms [2021-10-22 13:41:53 main:574] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1577.29 ms [2021-10-22 13:41:54 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1564.96 ms [2021-10-22 13:41:56 main:574] : INFO : Epoch 1621 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1557.91 ms [2021-10-22 13:41:58 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1562.19 ms [2021-10-22 13:41:59 main:574] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1551.84 ms [2021-10-22 13:42:01 main:574] : INFO : Epoch 1624 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1555.08 ms [2021-10-22 13:42:02 main:574] : INFO : Epoch 1625 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1563.02 ms [2021-10-22 13:42:04 main:574] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1558.41 ms [2021-10-22 13:42:05 main:574] : INFO : Epoch 1627 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1560.31 ms [2021-10-22 13:42:07 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1571.99 ms [2021-10-22 13:42:09 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1555.74 ms [2021-10-22 13:42:10 main:574] : INFO : Epoch 1630 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1556.77 ms [2021-10-22 13:42:12 main:574] : INFO : Epoch 1631 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1557.09 ms [2021-10-22 13:42:13 main:574] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1567.04 ms [2021-10-22 13:42:15 main:574] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1561.47 ms [2021-10-22 13:42:17 main:574] : INFO : Epoch 1634 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1575.52 ms [2021-10-22 13:42:18 main:574] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1547.63 ms [2021-10-22 13:42:20 main:574] : INFO : Epoch 1636 | loss: 0.0312506 | val_loss: 0.031253 | Time: 1558.65 ms [2021-10-22 13:42:21 main:574] : INFO : Epoch 1637 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 1568.54 ms [2021-10-22 13:42:23 main:574] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1569.36 ms [2021-10-22 13:42:24 main:574] : INFO : Epoch 1639 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1579.86 ms [2021-10-22 13:42:26 main:574] : INFO : Epoch 1640 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1551.32 ms [2021-10-22 13:42:28 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1562.26 ms [2021-10-22 13:42:29 main:574] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1554.4 ms [2021-10-22 13:42:31 main:574] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1561.09 ms [2021-10-22 13:42:32 main:574] : INFO : Epoch 1644 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1553.67 ms [2021-10-22 13:42:34 main:574] : INFO : Epoch 1645 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1536.65 ms [2021-10-22 13:42:35 main:574] : INFO : Epoch 1646 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1561.55 ms [2021-10-22 13:42:37 main:574] : INFO : Epoch 1647 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1562.37 ms [2021-10-22 13:42:39 main:574] : INFO : Epoch 1648 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1562.52 ms [2021-10-22 13:42:40 main:574] : INFO : Epoch 1649 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1558.29 ms [2021-10-22 13:42:42 main:574] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1559.27 ms [2021-10-22 13:42:43 main:574] : INFO : Epoch 1651 | loss: 0.031251 | val_loss: 0.0312524 | Time: 1556.15 ms [2021-10-22 13:42:45 main:574] : INFO : Epoch 1652 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1549.63 ms [2021-10-22 13:42:46 main:574] : INFO : Epoch 1653 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1542.23 ms [2021-10-22 13:42:48 main:574] : INFO : Epoch 1654 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1553.27 ms [2021-10-22 13:42:50 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.031251 | Time: 1564 ms [2021-10-22 13:42:51 main:574] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1551.04 ms [2021-10-22 13:42:53 main:574] : INFO : Epoch 1657 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1554.35 ms [2021-10-22 13:42:54 main:574] : INFO : Epoch 1658 | loss: 0.0312501 | val_loss: 0.0312534 | Time: 1554.44 ms [2021-10-22 13:42:56 main:574] : INFO : Epoch 1659 | loss: 0.0312503 | val_loss: 0.0312536 | Time: 1560.25 ms [2021-10-22 13:42:57 main:574] : INFO : Epoch 1660 | loss: 0.031254 | val_loss: 0.0312526 | Time: 1552.92 ms [2021-10-22 13:42:59 main:574] : INFO : Epoch 1661 | loss: 0.0312517 | val_loss: 0.031251 | Time: 1554.41 ms [2021-10-22 13:43:01 main:574] : INFO : Epoch 1662 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1576.94 ms [2021-10-22 13:43:02 main:574] : INFO : Epoch 1663 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1559.69 ms [2021-10-22 13:43:04 main:574] : INFO : Epoch 1664 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1556.86 ms [2021-10-22 13:43:05 main:574] : INFO : Epoch 1665 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1559.08 ms [2021-10-22 13:43:07 main:574] : INFO : Epoch 1666 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 1545.34 ms [2021-10-22 13:43:08 main:574] : INFO : Epoch 1667 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1565.77 ms [2021-10-22 13:43:10 main:574] : INFO : Epoch 1668 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1555.02 ms [2021-10-22 13:43:12 main:574] : INFO : Epoch 1669 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1552.56 ms [2021-10-22 13:43:13 main:574] : INFO : Epoch 1670 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1555.84 ms [2021-10-22 13:43:15 main:574] : INFO : Epoch 1671 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1564.47 ms [2021-10-22 13:43:16 main:574] : INFO : Epoch 1672 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1557.13 ms [2021-10-22 13:43:18 main:574] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1545.79 ms [2021-10-22 13:43:19 main:574] : INFO : Epoch 1674 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1563.67 ms [2021-10-22 13:43:21 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1560.47 ms [2021-10-22 13:43:23 main:574] : INFO : Epoch 1676 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1554.29 ms [2021-10-22 13:43:24 main:574] : INFO : Epoch 1677 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1544.95 ms [2021-10-22 13:43:26 main:574] : INFO : Epoch 1678 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1561.7 ms [2021-10-22 13:43:27 main:574] : INFO : Epoch 1679 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1579.4 ms [2021-10-22 13:43:29 main:574] : INFO : Epoch 1680 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1558.56 ms [2021-10-22 13:43:30 main:574] : INFO : Epoch 1681 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1552.34 ms [2021-10-22 13:43:32 main:574] : INFO : Epoch 1682 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1555.29 ms [2021-10-22 13:43:34 main:574] : INFO : Epoch 1683 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1576.14 ms [2021-10-22 13:43:35 main:574] : INFO : Epoch 1684 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1558.75 ms [2021-10-22 13:43:37 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1549.56 ms [2021-10-22 13:43:38 main:574] : INFO : Epoch 1686 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1562.92 ms [2021-10-22 13:43:40 main:574] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1546.02 ms [2021-10-22 13:43:42 main:574] : INFO : Epoch 1688 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1561.01 ms [2021-10-22 13:43:43 main:574] : INFO : Epoch 1689 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 1560.86 ms [2021-10-22 13:43:45 main:574] : INFO : Epoch 1690 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1549.85 ms [2021-10-22 13:43:46 main:574] : INFO : Epoch 1691 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1561.8 ms [2021-10-22 13:43:48 main:574] : INFO : Epoch 1692 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1565.31 ms [2021-10-22 13:43:49 main:574] : INFO : Epoch 1693 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1551.28 ms [2021-10-22 13:43:51 main:574] : INFO : Epoch 1694 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1564.3 ms [2021-10-22 13:43:53 main:574] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1564.19 ms [2021-10-22 13:43:54 main:574] : INFO : Epoch 1696 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1572.75 ms [2021-10-22 13:43:56 main:574] : INFO : Epoch 1697 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1605.29 ms [2021-10-22 13:43:57 main:574] : INFO : Epoch 1698 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1556.43 ms [2021-10-22 13:43:59 main:574] : INFO : Epoch 1699 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1576.57 ms [2021-10-22 13:44:00 main:574] : INFO : Epoch 1700 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1562.88 ms [2021-10-22 13:44:02 main:574] : INFO : Epoch 1701 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1556.18 ms [2021-10-22 13:44:04 main:574] : INFO : Epoch 1702 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1553.49 ms [2021-10-22 13:44:05 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1554.51 ms [2021-10-22 13:44:07 main:574] : INFO : Epoch 1704 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1561.56 ms [2021-10-22 13:44:08 main:574] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1553.63 ms [2021-10-22 13:44:10 main:574] : INFO : Epoch 1706 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1559.69 ms [2021-10-22 13:44:11 main:574] : INFO : Epoch 1707 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1563.51 ms [2021-10-22 13:44:13 main:574] : INFO : Epoch 1708 | loss: 0.0312539 | val_loss: 0.0312537 | Time: 1551.73 ms [2021-10-22 13:44:15 main:574] : INFO : Epoch 1709 | loss: 0.03131 | val_loss: 0.0317634 | Time: 1560.45 ms [2021-10-22 13:44:16 main:574] : INFO : Epoch 1710 | loss: 0.0315027 | val_loss: 0.0314186 | Time: 1571.1 ms [2021-10-22 13:44:18 main:574] : INFO : Epoch 1711 | loss: 0.0324365 | val_loss: 0.0319459 | Time: 1564.93 ms [2021-10-22 13:44:19 main:574] : INFO : Epoch 1712 | loss: 0.0343909 | val_loss: 0.0318848 | Time: 1552.64 ms [2021-10-22 13:44:21 main:574] : INFO : Epoch 1713 | loss: 0.0318707 | val_loss: 0.0314542 | Time: 1557.62 ms [2021-10-22 13:44:23 main:574] : INFO : Epoch 1714 | loss: 0.0313439 | val_loss: 0.0312851 | Time: 1556.18 ms [2021-10-22 13:44:24 main:574] : INFO : Epoch 1715 | loss: 0.0312667 | val_loss: 0.0312584 | Time: 1561.84 ms [2021-10-22 13:44:26 main:574] : INFO : Epoch 1716 | loss: 0.0312541 | val_loss: 0.0312521 | Time: 1560.92 ms [2021-10-22 13:44:27 main:574] : INFO : Epoch 1717 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 1552.32 ms [2021-10-22 13:44:29 main:574] : INFO : Epoch 1718 | loss: 0.0312516 | val_loss: 0.031252 | Time: 1553.1 ms [2021-10-22 13:44:30 main:574] : INFO : Epoch 1719 | loss: 0.031251 | val_loss: 0.0312518 | Time: 1566.33 ms [2021-10-22 13:44:32 main:574] : INFO : Epoch 1720 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1559.67 ms [2021-10-22 13:44:34 main:574] : INFO : Epoch 1721 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1558.93 ms [2021-10-22 13:44:35 main:574] : INFO : Epoch 1722 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 1554.99 ms [2021-10-22 13:44:37 main:574] : INFO : Epoch 1723 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1559.9 ms [2021-10-22 13:44:38 main:574] : INFO : Epoch 1724 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1551.82 ms [2021-10-22 13:44:40 main:574] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1551.72 ms [2021-10-22 13:44:41 main:574] : INFO : Epoch 1726 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1576.7 ms [2021-10-22 13:44:43 main:574] : INFO : Epoch 1727 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1551.94 ms [2021-10-22 13:44:45 main:574] : INFO : Epoch 1728 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1562.68 ms [2021-10-22 13:44:46 main:574] : INFO : Epoch 1729 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 1550.87 ms [2021-10-22 13:44:48 main:574] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1545.23 ms [2021-10-22 13:44:49 main:574] : INFO : Epoch 1731 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1565.27 ms [2021-10-22 13:44:51 main:574] : INFO : Epoch 1732 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1545.12 ms [2021-10-22 13:44:52 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1565.88 ms [2021-10-22 13:44:54 main:574] : INFO : Epoch 1734 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1562.42 ms [2021-10-22 13:44:56 main:574] : INFO : Epoch 1735 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1562.85 ms [2021-10-22 13:44:57 main:574] : INFO : Epoch 1736 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1567.06 ms [2021-10-22 13:44:59 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1572.9 ms [2021-10-22 13:45:00 main:574] : INFO : Epoch 1738 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1568.31 ms [2021-10-22 13:45:02 main:574] : INFO : Epoch 1739 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1575.24 ms [2021-10-22 13:45:04 main:574] : INFO : Epoch 1740 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1556.57 ms [2021-10-22 13:45:05 main:574] : INFO : Epoch 1741 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1551.21 ms [2021-10-22 13:45:07 main:574] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1549.65 ms [2021-10-22 13:45:08 main:574] : INFO : Epoch 1743 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1546.29 ms [2021-10-22 13:45:10 main:574] : INFO : Epoch 1744 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1554.14 ms [2021-10-22 13:45:11 main:574] : INFO : Epoch 1745 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1556.36 ms [2021-10-22 13:45:13 main:574] : INFO : Epoch 1746 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1561.38 ms [2021-10-22 13:45:15 main:574] : INFO : Epoch 1747 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1556.21 ms [2021-10-22 13:45:16 main:574] : INFO : Epoch 1748 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1565.59 ms [2021-10-22 13:45:18 main:574] : INFO : Epoch 1749 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1548.67 ms [2021-10-22 13:45:19 main:574] : INFO : Epoch 1750 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1585.15 ms [2021-10-22 13:45:21 main:574] : INFO : Epoch 1751 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1551.94 ms [2021-10-22 13:45:22 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1561.31 ms [2021-10-22 13:45:24 main:574] : INFO : Epoch 1753 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1568.53 ms [2021-10-22 13:45:26 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1567.21 ms [2021-10-22 13:45:27 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1559.67 ms [2021-10-22 13:45:29 main:574] : INFO : Epoch 1756 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1556.45 ms [2021-10-22 13:45:30 main:574] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1560.3 ms [2021-10-22 13:45:32 main:574] : INFO : Epoch 1758 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1555.34 ms [2021-10-22 13:45:33 main:574] : INFO : Epoch 1759 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1566.47 ms [2021-10-22 13:45:35 main:574] : INFO : Epoch 1760 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1541.77 ms [2021-10-22 13:45:37 main:574] : INFO : Epoch 1761 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1548.74 ms [2021-10-22 13:45:38 main:574] : INFO : Epoch 1762 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1553.48 ms [2021-10-22 13:45:40 main:574] : INFO : Epoch 1763 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1557.52 ms [2021-10-22 13:45:41 main:574] : INFO : Epoch 1764 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1557.82 ms [2021-10-22 13:45:43 main:574] : INFO : Epoch 1765 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1560.6 ms [2021-10-22 13:45:44 main:574] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1564 ms [2021-10-22 13:45:46 main:574] : INFO : Epoch 1767 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1551.69 ms [2021-10-22 13:45:48 main:574] : INFO : Epoch 1768 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1565.68 ms [2021-10-22 13:45:49 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1541.36 ms [2021-10-22 13:45:51 main:574] : INFO : Epoch 1770 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1545.09 ms [2021-10-22 13:45:52 main:574] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1553.73 ms [2021-10-22 13:45:54 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1549.2 ms [2021-10-22 13:45:55 main:574] : INFO : Epoch 1773 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1556.45 ms [2021-10-22 13:45:57 main:574] : INFO : Epoch 1774 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1562.3 ms [2021-10-22 13:45:59 main:574] : INFO : Epoch 1775 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1560.36 ms [2021-10-22 13:46:00 main:574] : INFO : Epoch 1776 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1629.22 ms [2021-10-22 13:46:02 main:574] : INFO : Epoch 1777 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1592.39 ms [2021-10-22 13:46:03 main:574] : INFO : Epoch 1778 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1565.97 ms [2021-10-22 13:46:05 main:574] : INFO : Epoch 1779 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1567.37 ms [2021-10-22 13:46:07 main:574] : INFO : Epoch 1780 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1556.64 ms [2021-10-22 13:46:08 main:574] : INFO : Epoch 1781 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1559.79 ms [2021-10-22 13:46:10 main:574] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1554.88 ms [2021-10-22 13:46:11 main:574] : INFO : Epoch 1783 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1555.64 ms [2021-10-22 13:46:13 main:574] : INFO : Epoch 1784 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1561.77 ms [2021-10-22 13:46:14 main:574] : INFO : Epoch 1785 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1567.35 ms [2021-10-22 13:46:16 main:574] : INFO : Epoch 1786 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1553.62 ms [2021-10-22 13:46:18 main:574] : INFO : Epoch 1787 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1561.41 ms [2021-10-22 13:46:19 main:574] : INFO : Epoch 1788 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1550.24 ms [2021-10-22 13:46:21 main:574] : INFO : Epoch 1789 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1559.7 ms [2021-10-22 13:46:22 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1572.96 ms [2021-10-22 13:46:24 main:574] : INFO : Epoch 1791 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1559.01 ms [2021-10-22 13:46:26 main:574] : INFO : Epoch 1792 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1623.01 ms [2021-10-22 13:46:27 main:574] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1561.81 ms [2021-10-22 13:46:29 main:574] : INFO : Epoch 1794 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1582.13 ms [2021-10-22 13:46:30 main:574] : INFO : Epoch 1795 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1650.07 ms [2021-10-22 13:46:32 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1679.96 ms [2021-10-22 13:46:34 main:574] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1682.76 ms [2021-10-22 13:46:35 main:574] : INFO : Epoch 1798 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1610.86 ms [2021-10-22 13:46:37 main:574] : INFO : Epoch 1799 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1620.52 ms [2021-10-22 13:46:39 main:574] : INFO : Epoch 1800 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1731.75 ms [2021-10-22 13:46:40 main:574] : INFO : Epoch 1801 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1716.54 ms [2021-10-22 13:46:42 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1664.55 ms [2021-10-22 13:46:44 main:574] : INFO : Epoch 1803 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1589.85 ms [2021-10-22 13:46:45 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1561.02 ms [2021-10-22 13:46:47 main:574] : INFO : Epoch 1805 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1552.43 ms [2021-10-22 13:46:49 main:574] : INFO : Epoch 1806 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1552.1 ms [2021-10-22 13:46:50 main:574] : INFO : Epoch 1807 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1577.14 ms [2021-10-22 13:46:52 main:574] : INFO : Epoch 1808 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1556.05 ms [2021-10-22 13:46:53 main:574] : INFO : Epoch 1809 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1574.13 ms [2021-10-22 13:46:55 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1588.64 ms [2021-10-22 13:46:56 main:574] : INFO : Epoch 1811 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1557.45 ms [2021-10-22 13:46:58 main:574] : INFO : Epoch 1812 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1565.53 ms [2021-10-22 13:47:00 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1572.98 ms [2021-10-22 13:47:01 main:574] : INFO : Epoch 1814 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1561.79 ms [2021-10-22 13:47:03 main:574] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1552.58 ms [2021-10-22 13:47:05 main:574] : INFO : Epoch 1816 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 1571.98 ms [2021-10-22 13:47:06 main:574] : INFO : Epoch 1817 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1550.1 ms [2021-10-22 13:47:08 main:574] : INFO : Epoch 1818 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1565.4 ms [2021-10-22 13:47:09 main:574] : INFO : Epoch 1819 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1568.96 ms [2021-10-22 13:47:11 main:574] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1565.11 ms [2021-10-22 13:47:12 main:574] : INFO : Epoch 1821 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1545.49 ms [2021-10-22 13:47:14 main:574] : INFO : Epoch 1822 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1548.9 ms [2021-10-22 13:47:16 main:574] : INFO : Epoch 1823 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1559.53 ms [2021-10-22 13:47:17 main:574] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1557.01 ms [2021-10-22 13:47:19 main:574] : INFO : Epoch 1825 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1553.53 ms [2021-10-22 13:47:20 main:574] : INFO : Epoch 1826 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1571.4 ms [2021-10-22 13:47:22 main:574] : INFO : Epoch 1827 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1566.85 ms [2021-10-22 13:47:24 main:574] : INFO : Epoch 1828 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1581.5 ms [2021-10-22 13:47:25 main:574] : INFO : Epoch 1829 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1555.75 ms [2021-10-22 13:47:27 main:574] : INFO : Epoch 1830 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1556.07 ms [2021-10-22 13:47:28 main:574] : INFO : Epoch 1831 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1555.01 ms [2021-10-22 13:47:30 main:574] : INFO : Epoch 1832 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1565.97 ms [2021-10-22 13:47:31 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1562.11 ms [2021-10-22 13:47:33 main:574] : INFO : Epoch 1834 | loss: 0.031251 | val_loss: 0.0312516 | Time: 1556.87 ms [2021-10-22 13:47:35 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1555.84 ms [2021-10-22 13:47:36 main:574] : INFO : Epoch 1836 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1557.62 ms [2021-10-22 13:47:38 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1563.24 ms [2021-10-22 13:47:39 main:574] : INFO : Epoch 1838 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1557.52 ms [2021-10-22 13:47:41 main:574] : INFO : Epoch 1839 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1559.49 ms [2021-10-22 13:47:42 main:574] : INFO : Epoch 1840 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1549.57 ms [2021-10-22 13:47:44 main:574] : INFO : Epoch 1841 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1548.49 ms [2021-10-22 13:47:46 main:574] : INFO : Epoch 1842 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1584.66 ms [2021-10-22 13:47:47 main:574] : INFO : Epoch 1843 | loss: 0.0312512 | val_loss: 0.0312525 | Time: 1560.56 ms [2021-10-22 13:47:49 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1557.03 ms [2021-10-22 13:47:50 main:574] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1570.35 ms [2021-10-22 13:47:52 main:574] : INFO : Epoch 1846 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1572.62 ms [2021-10-22 13:47:53 main:574] : INFO : Epoch 1847 | loss: 0.03125 | val_loss: 0.031251 | Time: 1579.54 ms [2021-10-22 13:47:55 main:574] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1564.82 ms [2021-10-22 13:47:57 main:574] : INFO : Epoch 1849 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1571.9 ms [2021-10-22 13:47:58 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1556.82 ms [2021-10-22 13:48:00 main:574] : INFO : Epoch 1851 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1555.92 ms [2021-10-22 13:48:01 main:574] : INFO : Epoch 1852 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1547.59 ms [2021-10-22 13:48:03 main:574] : INFO : Epoch 1853 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1554.51 ms [2021-10-22 13:48:04 main:574] : INFO : Epoch 1854 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1550.89 ms [2021-10-22 13:48:06 main:574] : INFO : Epoch 1855 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1553.11 ms [2021-10-22 13:48:08 main:574] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1562.41 ms [2021-10-22 13:48:09 main:574] : INFO : Epoch 1857 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1552.3 ms [2021-10-22 13:48:11 main:574] : INFO : Epoch 1858 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1558.14 ms [2021-10-22 13:48:12 main:574] : INFO : Epoch 1859 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1561.49 ms [2021-10-22 13:48:14 main:574] : INFO : Epoch 1860 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1564.41 ms [2021-10-22 13:48:16 main:574] : INFO : Epoch 1861 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1576.7 ms [2021-10-22 13:48:17 main:574] : INFO : Epoch 1862 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1558.12 ms [2021-10-22 13:48:19 main:574] : INFO : Epoch 1863 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1558.09 ms [2021-10-22 13:48:20 main:574] : INFO : Epoch 1864 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1557.75 ms [2021-10-22 13:48:22 main:574] : INFO : Epoch 1865 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1559.44 ms [2021-10-22 13:48:23 main:574] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1563.9 ms [2021-10-22 13:48:25 main:574] : INFO : Epoch 1867 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1563.31 ms [2021-10-22 13:48:27 main:574] : INFO : Epoch 1868 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1563.62 ms [2021-10-22 13:48:28 main:574] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1551.81 ms [2021-10-22 13:48:30 main:574] : INFO : Epoch 1870 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1560.41 ms [2021-10-22 13:48:31 main:574] : INFO : Epoch 1871 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1556.52 ms [2021-10-22 13:48:33 main:574] : INFO : Epoch 1872 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1567.73 ms [2021-10-22 13:48:34 main:574] : INFO : Epoch 1873 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1549.69 ms [2021-10-22 13:48:36 main:574] : INFO : Epoch 1874 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1550.12 ms [2021-10-22 13:48:38 main:574] : INFO : Epoch 1875 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1556.53 ms [2021-10-22 13:48:39 main:574] : INFO : Epoch 1876 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1570.08 ms [2021-10-22 13:48:41 main:574] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1559.45 ms [2021-10-22 13:48:42 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1554.35 ms [2021-10-22 13:48:44 main:574] : INFO : Epoch 1879 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1561.91 ms [2021-10-22 13:48:45 main:574] : INFO : Epoch 1880 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1573.92 ms [2021-10-22 13:48:47 main:574] : INFO : Epoch 1881 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1556.4 ms [2021-10-22 13:48:49 main:574] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1572.65 ms [2021-10-22 13:48:50 main:574] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1563.3 ms [2021-10-22 13:48:52 main:574] : INFO : Epoch 1884 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1563.85 ms [2021-10-22 13:48:53 main:574] : INFO : Epoch 1885 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1544.62 ms [2021-10-22 13:48:55 main:574] : INFO : Epoch 1886 | loss: 0.0312508 | val_loss: 0.031252 | Time: 1559.19 ms [2021-10-22 13:48:57 main:574] : INFO : Epoch 1887 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1561.17 ms [2021-10-22 13:48:58 main:574] : INFO : Epoch 1888 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1553.17 ms [2021-10-22 13:49:00 main:574] : INFO : Epoch 1889 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1574.47 ms [2021-10-22 13:49:01 main:574] : INFO : Epoch 1890 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1549.24 ms [2021-10-22 13:49:03 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.031252 | Time: 1555.79 ms [2021-10-22 13:49:04 main:574] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1546.83 ms [2021-10-22 13:49:06 main:574] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1552.23 ms [2021-10-22 13:49:08 main:574] : INFO : Epoch 1894 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1562.84 ms [2021-10-22 13:49:09 main:574] : INFO : Epoch 1895 | loss: 0.0312516 | val_loss: 0.031253 | Time: 1561.94 ms [2021-10-22 13:49:11 main:574] : INFO : Epoch 1896 | loss: 0.0312522 | val_loss: 0.0312543 | Time: 1557.06 ms [2021-10-22 13:49:12 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1581.66 ms [2021-10-22 13:49:14 main:574] : INFO : Epoch 1898 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1556.14 ms [2021-10-22 13:49:15 main:574] : INFO : Epoch 1899 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1562.57 ms [2021-10-22 13:49:17 main:574] : INFO : Epoch 1900 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1556.05 ms [2021-10-22 13:49:19 main:574] : INFO : Epoch 1901 | loss: 0.0312498 | val_loss: 0.031253 | Time: 1570.9 ms [2021-10-22 13:49:20 main:574] : INFO : Epoch 1902 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1558.41 ms [2021-10-22 13:49:22 main:574] : INFO : Epoch 1903 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1561.54 ms [2021-10-22 13:49:23 main:574] : INFO : Epoch 1904 | loss: 0.031251 | val_loss: 0.0312547 | Time: 1565.27 ms [2021-10-22 13:49:25 main:574] : INFO : Epoch 1905 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1553.8 ms [2021-10-22 13:49:26 main:574] : INFO : Epoch 1906 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1564.36 ms [2021-10-22 13:49:28 main:574] : INFO : Epoch 1907 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1562.69 ms [2021-10-22 13:49:30 main:574] : INFO : Epoch 1908 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1563.81 ms [2021-10-22 13:49:31 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1565.13 ms [2021-10-22 13:49:33 main:574] : INFO : Epoch 1910 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1559.94 ms [2021-10-22 13:49:34 main:574] : INFO : Epoch 1911 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1563.59 ms [2021-10-22 13:49:36 main:574] : INFO : Epoch 1912 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1557.77 ms [2021-10-22 13:49:37 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1563.37 ms [2021-10-22 13:49:39 main:574] : INFO : Epoch 1914 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1549.03 ms [2021-10-22 13:49:41 main:574] : INFO : Epoch 1915 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 1560.67 ms [2021-10-22 13:49:42 main:574] : INFO : Epoch 1916 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1557.76 ms [2021-10-22 13:49:44 main:574] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1558.06 ms [2021-10-22 13:49:45 main:574] : INFO : Epoch 1918 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1553.04 ms [2021-10-22 13:49:47 main:574] : INFO : Epoch 1919 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1560.57 ms [2021-10-22 13:49:49 main:574] : INFO : Epoch 1920 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1565.34 ms [2021-10-22 13:49:50 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1560.31 ms [2021-10-22 13:49:52 main:574] : INFO : Epoch 1922 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1555.3 ms [2021-10-22 13:49:53 main:574] : INFO : Epoch 1923 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1560.48 ms [2021-10-22 13:49:55 main:574] : INFO : Epoch 1924 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1560.43 ms [2021-10-22 13:49:57 main:574] : INFO : Epoch 1925 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1570.88 ms [2021-10-22 13:49:58 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1561.77 ms [2021-10-22 13:50:00 main:574] : INFO : Epoch 1927 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1568.11 ms [2021-10-22 13:50:01 main:574] : INFO : Epoch 1928 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1550.83 ms [2021-10-22 13:50:03 main:574] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1552.14 ms [2021-10-22 13:50:04 main:574] : INFO : Epoch 1930 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 1566.65 ms [2021-10-22 13:50:06 main:574] : INFO : Epoch 1931 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1554.29 ms [2021-10-22 13:50:08 main:574] : INFO : Epoch 1932 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1563.03 ms [2021-10-22 13:50:09 main:574] : INFO : Epoch 1933 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1554.93 ms [2021-10-22 13:50:11 main:574] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 1549.66 ms [2021-10-22 13:50:12 main:574] : INFO : Epoch 1935 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1574.62 ms [2021-10-22 13:50:14 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1579.6 ms [2021-10-22 13:50:15 main:574] : INFO : Epoch 1937 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1561.75 ms [2021-10-22 13:50:17 main:574] : INFO : Epoch 1938 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1561.97 ms [2021-10-22 13:50:19 main:574] : INFO : Epoch 1939 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1563.92 ms [2021-10-22 13:50:20 main:574] : INFO : Epoch 1940 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1565.94 ms [2021-10-22 13:50:22 main:574] : INFO : Epoch 1941 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1551.19 ms [2021-10-22 13:50:23 main:574] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1577.58 ms [2021-10-22 13:50:25 main:574] : INFO : Epoch 1943 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 1564.24 ms [2021-10-22 13:50:26 main:574] : INFO : Epoch 1944 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 1557.1 ms [2021-10-22 13:50:28 main:574] : INFO : Epoch 1945 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1556.25 ms [2021-10-22 13:50:30 main:574] : INFO : Epoch 1946 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 1557.65 ms [2021-10-22 13:50:31 main:574] : INFO : Epoch 1947 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1560.06 ms [2021-10-22 13:50:33 main:574] : INFO : Epoch 1948 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1558.9 ms [2021-10-22 13:50:34 main:574] : INFO : Epoch 1949 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1561.77 ms [2021-10-22 13:50:36 main:574] : INFO : Epoch 1950 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1568.65 ms [2021-10-22 13:50:37 main:574] : INFO : Epoch 1951 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1548.72 ms [2021-10-22 13:50:39 main:574] : INFO : Epoch 1952 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1552.87 ms [2021-10-22 13:50:41 main:574] : INFO : Epoch 1953 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1550.38 ms [2021-10-22 13:50:42 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1565.37 ms [2021-10-22 13:50:44 main:574] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1551.9 ms [2021-10-22 13:50:45 main:574] : INFO : Epoch 1956 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1569.08 ms [2021-10-22 13:50:47 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1567.26 ms [2021-10-22 13:50:48 main:574] : INFO : Epoch 1958 | loss: 0.0312507 | val_loss: 0.0312571 | Time: 1555.23 ms [2021-10-22 13:50:50 main:574] : INFO : Epoch 1959 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 1574.77 ms [2021-10-22 13:50:52 main:574] : INFO : Epoch 1960 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 1551.92 ms [2021-10-22 13:50:53 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1561.25 ms [2021-10-22 13:50:55 main:574] : INFO : Epoch 1962 | loss: 0.0312516 | val_loss: 0.0312534 | Time: 1550.67 ms [2021-10-22 13:50:56 main:574] : INFO : Epoch 1963 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1574.67 ms [2021-10-22 13:50:58 main:574] : INFO : Epoch 1964 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1559.13 ms [2021-10-22 13:51:00 main:574] : INFO : Epoch 1965 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1561.83 ms [2021-10-22 13:51:01 main:574] : INFO : Epoch 1966 | loss: 0.0312502 | val_loss: 0.0312551 | Time: 1570.93 ms [2021-10-22 13:51:03 main:574] : INFO : Epoch 1967 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1555.95 ms [2021-10-22 13:51:04 main:574] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1576.45 ms [2021-10-22 13:51:06 main:574] : INFO : Epoch 1969 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1558.19 ms [2021-10-22 13:51:07 main:574] : INFO : Epoch 1970 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1573.92 ms [2021-10-22 13:51:09 main:574] : INFO : Epoch 1971 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1549.92 ms [2021-10-22 13:51:11 main:574] : INFO : Epoch 1972 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1565.36 ms [2021-10-22 13:51:12 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1566.52 ms [2021-10-22 13:51:14 main:574] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1556.59 ms [2021-10-22 13:51:15 main:574] : INFO : Epoch 1975 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1563.73 ms [2021-10-22 13:51:17 main:574] : INFO : Epoch 1976 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1566.04 ms [2021-10-22 13:51:18 main:574] : INFO : Epoch 1977 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1560.23 ms [2021-10-22 13:51:20 main:574] : INFO : Epoch 1978 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1559.94 ms [2021-10-22 13:51:22 main:574] : INFO : Epoch 1979 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1562.95 ms [2021-10-22 13:51:23 main:574] : INFO : Epoch 1980 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 1561.97 ms [2021-10-22 13:51:25 main:574] : INFO : Epoch 1981 | loss: 0.03125 | val_loss: 0.031251 | Time: 1553.88 ms [2021-10-22 13:51:26 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1570.88 ms [2021-10-22 13:51:28 main:574] : INFO : Epoch 1983 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1559.59 ms [2021-10-22 13:51:30 main:574] : INFO : Epoch 1984 | loss: 0.0312507 | val_loss: 0.0312542 | Time: 1559.66 ms [2021-10-22 13:51:31 main:574] : INFO : Epoch 1985 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1563.05 ms [2021-10-22 13:51:33 main:574] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1561.16 ms [2021-10-22 13:51:34 main:574] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1565.48 ms [2021-10-22 13:51:36 main:574] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312532 | Time: 1567.32 ms [2021-10-22 13:51:37 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1542.11 ms [2021-10-22 13:51:39 main:574] : INFO : Epoch 1990 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1562.14 ms [2021-10-22 13:51:41 main:574] : INFO : Epoch 1991 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1554.58 ms [2021-10-22 13:51:42 main:574] : INFO : Epoch 1992 | loss: 0.0312502 | val_loss: 0.0312538 | Time: 1559.16 ms [2021-10-22 13:51:44 main:574] : INFO : Epoch 1993 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 1544.4 ms [2021-10-22 13:51:45 main:574] : INFO : Epoch 1994 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1557.62 ms [2021-10-22 13:51:47 main:574] : INFO : Epoch 1995 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1556.08 ms [2021-10-22 13:51:48 main:574] : INFO : Epoch 1996 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1548.46 ms [2021-10-22 13:51:50 main:574] : INFO : Epoch 1997 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1555.23 ms [2021-10-22 13:51:52 main:574] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1561.2 ms [2021-10-22 13:51:53 main:574] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1859.64 ms [2021-10-22 13:51:55 main:574] : INFO : Epoch 2000 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1730.28 ms [2021-10-22 13:51:57 main:574] : INFO : Epoch 2001 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1563.82 ms [2021-10-22 13:51:58 main:574] : INFO : Epoch 2002 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1550.03 ms [2021-10-22 13:52:00 main:574] : INFO : Epoch 2003 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1556.48 ms [2021-10-22 13:52:02 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1597.85 ms [2021-10-22 13:52:03 main:574] : INFO : Epoch 2005 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1578.07 ms [2021-10-22 13:52:05 main:574] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1570.55 ms [2021-10-22 13:52:06 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1556.93 ms [2021-10-22 13:52:08 main:574] : INFO : Epoch 2008 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1567.56 ms [2021-10-22 13:52:09 main:574] : INFO : Epoch 2009 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1569.78 ms [2021-10-22 13:52:11 main:574] : INFO : Epoch 2010 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1584.24 ms [2021-10-22 13:52:13 main:574] : INFO : Epoch 2011 | loss: 0.0312512 | val_loss: 0.0312544 | Time: 1562.89 ms [2021-10-22 13:52:14 main:574] : INFO : Epoch 2012 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1568.86 ms [2021-10-22 13:52:16 main:574] : INFO : Epoch 2013 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1565.8 ms [2021-10-22 13:52:17 main:574] : INFO : Epoch 2014 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1553.71 ms [2021-10-22 13:52:19 main:574] : INFO : Epoch 2015 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1564.67 ms [2021-10-22 13:52:21 main:574] : INFO : Epoch 2016 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1555.66 ms [2021-10-22 13:52:22 main:574] : INFO : Epoch 2017 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1572.47 ms [2021-10-22 13:52:24 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1567.21 ms [2021-10-22 13:52:25 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1560.15 ms [2021-10-22 13:52:27 main:574] : INFO : Epoch 2020 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1558.56 ms [2021-10-22 13:52:28 main:574] : INFO : Epoch 2021 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1556.92 ms [2021-10-22 13:52:30 main:574] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1566.81 ms [2021-10-22 13:52:32 main:574] : INFO : Epoch 2023 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1560.3 ms [2021-10-22 13:52:33 main:574] : INFO : Epoch 2024 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1571.45 ms [2021-10-22 13:52:35 main:574] : INFO : Epoch 2025 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1561.23 ms [2021-10-22 13:52:36 main:574] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1546.21 ms [2021-10-22 13:52:38 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1563.49 ms [2021-10-22 13:52:39 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.031252 | Time: 1561.22 ms [2021-10-22 13:52:41 main:574] : INFO : Epoch 2029 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1566.27 ms [2021-10-22 13:52:43 main:574] : INFO : Epoch 2030 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1562.63 ms [2021-10-22 13:52:44 main:574] : INFO : Epoch 2031 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1558.47 ms [2021-10-22 13:52:46 main:574] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1560.38 ms [2021-10-22 13:52:47 main:574] : INFO : Epoch 2033 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1570.87 ms [2021-10-22 13:52:49 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 1560.15 ms [2021-10-22 13:52:51 main:574] : INFO : Epoch 2035 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1584.81 ms [2021-10-22 13:52:52 main:574] : INFO : Epoch 2036 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1623.38 ms [2021-10-22 13:52:54 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1555.36 ms [2021-10-22 13:52:55 main:574] : INFO : Epoch 2038 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1548.79 ms [2021-10-22 13:52:57 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1564.65 ms [2021-10-22 13:52:59 main:574] : INFO : Epoch 2040 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1574.16 ms [2021-10-22 13:53:00 main:574] : INFO : Epoch 2041 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1570.66 ms [2021-10-22 13:53:02 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.0312524 | Time: 1566.82 ms [2021-10-22 13:53:03 main:574] : INFO : Epoch 2043 | loss: 0.0312524 | val_loss: 0.0312518 | Time: 1561.06 ms [2021-10-22 13:53:05 main:574] : INFO : Epoch 2044 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1570.18 ms [2021-10-22 13:53:06 main:574] : INFO : Epoch 2045 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1575.79 ms [2021-10-22 13:53:08 main:574] : INFO : Epoch 2046 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1556.58 ms [2021-10-22 13:53:10 main:574] : INFO : Epoch 2047 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1568.8 ms [2021-10-22 13:53:11 main:574] : INFO : Epoch 2048 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1567.14 ms [2021-10-22 13:53:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031251 [2021-10-22 13:53:11 main:603] : INFO : Saving end state to config to file [2021-10-22 13:53:11 main:608] : INFO : Success, exiting.. 13:53:11 (4552): 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)