Task 10002502
| Name | ParityModified-1639949696-4843-0_0 |
| Workunit | 7381390 |
| Created | 19 Dec 2021, 21:34:58 UTC |
| Sent | 26 Dec 2021, 22:32:46 UTC |
| Report deadline | 3 Jan 2022, 22:32:46 UTC |
| Received | 27 Dec 2021, 18:02:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 54 min 52 sec |
| CPU time | 53 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 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> oss: 0.0312504 | val_loss: 0.0312505 | Time: 1555.26 ms [2021-12-27 18:49:37 main:574] : INFO : Epoch 1542 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1532.44 ms [2021-12-27 18:49:38 main:574] : INFO : Epoch 1543 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1554.14 ms [2021-12-27 18:49:40 main:574] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1545.04 ms [2021-12-27 18:49:41 main:574] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1547.06 ms [2021-12-27 18:49:43 main:574] : INFO : Epoch 1546 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1531.2 ms [2021-12-27 18:49:44 main:574] : INFO : Epoch 1547 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1527.68 ms [2021-12-27 18:49:46 main:574] : INFO : Epoch 1548 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1525.79 ms [2021-12-27 18:49:47 main:574] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1528.42 ms [2021-12-27 18:49:49 main:574] : INFO : Epoch 1550 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1531.85 ms [2021-12-27 18:49:50 main:574] : INFO : Epoch 1551 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1525.85 ms [2021-12-27 18:49:52 main:574] : INFO : Epoch 1552 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1526.44 ms [2021-12-27 18:49:54 main:574] : INFO : Epoch 1553 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1528.05 ms [2021-12-27 18:49:55 main:574] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1553.53 ms [2021-12-27 18:49:57 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1541.1 ms [2021-12-27 18:49:58 main:574] : INFO : Epoch 1556 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1533.17 ms [2021-12-27 18:50:00 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1539.29 ms [2021-12-27 18:50:01 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.03125 | Time: 1523.18 ms [2021-12-27 18:50:03 main:574] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1536.76 ms [2021-12-27 18:50:04 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1546.9 ms [2021-12-27 18:50:06 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1531.32 ms [2021-12-27 18:50:07 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1553.53 ms [2021-12-27 18:50:09 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1556.17 ms [2021-12-27 18:50:11 main:574] : INFO : Epoch 1564 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1546.25 ms [2021-12-27 18:50:12 main:574] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1528.63 ms [2021-12-27 18:50:14 main:574] : INFO : Epoch 1566 | loss: 0.03125 | val_loss: 0.03125 | Time: 1526.39 ms [2021-12-27 18:50:15 main:574] : INFO : Epoch 1567 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1562.13 ms [2021-12-27 18:50:17 main:574] : INFO : Epoch 1568 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1567.49 ms [2021-12-27 18:50:18 main:574] : INFO : Epoch 1569 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1548.52 ms [2021-12-27 18:50:20 main:574] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1565.88 ms [2021-12-27 18:50:21 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1647.31 ms [2021-12-27 18:50:23 main:574] : INFO : Epoch 1572 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1665.37 ms [2021-12-27 18:50:25 main:574] : INFO : Epoch 1573 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1644.11 ms [2021-12-27 18:50:26 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1640.92 ms [2021-12-27 18:50:28 main:574] : INFO : Epoch 1575 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1578.2 ms [2021-12-27 18:50:30 main:574] : INFO : Epoch 1576 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1570.28 ms [2021-12-27 18:50:31 main:574] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1570.27 ms [2021-12-27 18:50:33 main:574] : INFO : Epoch 1578 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1569.38 ms [2021-12-27 18:50:34 main:574] : INFO : Epoch 1579 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1571.79 ms [2021-12-27 18:50:36 main:574] : INFO : Epoch 1580 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1580.52 ms [2021-12-27 18:50:38 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1601.61 ms [2021-12-27 18:50:39 main:574] : INFO : Epoch 1582 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1595.63 ms [2021-12-27 18:50:41 main:574] : INFO : Epoch 1583 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1571.02 ms [2021-12-27 18:50:42 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.03125 | Time: 1568.59 ms [2021-12-27 18:50:44 main:574] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1576.53 ms [2021-12-27 18:50:45 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1563.61 ms [2021-12-27 18:50:47 main:574] : INFO : Epoch 1587 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1579.19 ms [2021-12-27 18:50:49 main:574] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1567.36 ms [2021-12-27 18:50:50 main:574] : INFO : Epoch 1589 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1576.02 ms [2021-12-27 18:50:52 main:574] : INFO : Epoch 1590 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1568.98 ms [2021-12-27 18:50:53 main:574] : INFO : Epoch 1591 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1570.66 ms [2021-12-27 18:50:55 main:574] : INFO : Epoch 1592 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1569.47 ms [2021-12-27 18:50:56 main:574] : INFO : Epoch 1593 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1572.16 ms [2021-12-27 18:50:58 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1573.35 ms [2021-12-27 18:51:00 main:574] : INFO : Epoch 1595 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1576.02 ms [2021-12-27 18:51:01 main:574] : INFO : Epoch 1596 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1569.87 ms [2021-12-27 18:51:03 main:574] : INFO : Epoch 1597 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1567.48 ms [2021-12-27 18:51:04 main:574] : INFO : Epoch 1598 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1567.57 ms [2021-12-27 18:51:06 main:574] : INFO : Epoch 1599 | loss: 0.0312513 | val_loss: 0.03125 | Time: 1570.91 ms [2021-12-27 18:51:07 main:574] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1564.05 ms [2021-12-27 18:51:09 main:574] : INFO : Epoch 1601 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1572.03 ms [2021-12-27 18:51:11 main:574] : INFO : Epoch 1602 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1568.16 ms [2021-12-27 18:51:12 main:574] : INFO : Epoch 1603 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1566.71 ms [2021-12-27 18:51:14 main:574] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1568.16 ms [2021-12-27 18:51:15 main:574] : INFO : Epoch 1605 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1566.28 ms [2021-12-27 18:51:17 main:574] : INFO : Epoch 1606 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1570.56 ms [2021-12-27 18:51:18 main:574] : INFO : Epoch 1607 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1566.64 ms [2021-12-27 18:51:20 main:574] : INFO : Epoch 1608 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1567.66 ms [2021-12-27 18:51:22 main:574] : INFO : Epoch 1609 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1571.23 ms [2021-12-27 18:51:23 main:574] : INFO : Epoch 1610 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1605.87 ms [2021-12-27 18:51:25 main:574] : INFO : Epoch 1611 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1519.66 ms [2021-12-27 18:51:26 main:574] : INFO : Epoch 1612 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1544.74 ms [2021-12-27 18:51:28 main:574] : INFO : Epoch 1613 | loss: 0.03125 | val_loss: 0.03125 | Time: 1524.42 ms [2021-12-27 18:51:29 main:574] : INFO : Epoch 1614 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1523.58 ms [2021-12-27 18:51:31 main:574] : INFO : Epoch 1615 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1526.61 ms [2021-12-27 18:51:32 main:574] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1520.89 ms [2021-12-27 18:51:34 main:574] : INFO : Epoch 1617 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1522.89 ms [2021-12-27 18:51:35 main:574] : INFO : Epoch 1618 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1519.72 ms [2021-12-27 18:51:37 main:574] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.03125 | Time: 1518.83 ms [2021-12-27 18:51:38 main:574] : INFO : Epoch 1620 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1519.73 ms [2021-12-27 18:51:40 main:574] : INFO : Epoch 1621 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1517.76 ms [2021-12-27 18:51:41 main:574] : INFO : Epoch 1622 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1522.75 ms [2021-12-27 18:51:43 main:574] : INFO : Epoch 1623 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1520.11 ms [2021-12-27 18:51:45 main:574] : INFO : Epoch 1624 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1518.14 ms [2021-12-27 18:51:46 main:574] : INFO : Epoch 1625 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1519.66 ms [2021-12-27 18:51:48 main:574] : INFO : Epoch 1626 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1518.98 ms [2021-12-27 18:51:49 main:574] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1518 ms [2021-12-27 18:51:51 main:574] : INFO : Epoch 1628 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1522.55 ms [2021-12-27 18:51:52 main:574] : INFO : Epoch 1629 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1520.81 ms [2021-12-27 18:51:54 main:574] : INFO : Epoch 1630 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1521.14 ms [2021-12-27 18:51:55 main:574] : INFO : Epoch 1631 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1520.98 ms [2021-12-27 18:51:57 main:574] : INFO : Epoch 1632 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1517.8 ms [2021-12-27 18:51:58 main:574] : INFO : Epoch 1633 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1516.85 ms [2021-12-27 18:52:00 main:574] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1517.24 ms [2021-12-27 18:52:01 main:574] : INFO : Epoch 1635 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1520.27 ms [2021-12-27 18:52:03 main:574] : INFO : Epoch 1636 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1519.61 ms [2021-12-27 18:52:04 main:574] : INFO : Epoch 1637 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1521.06 ms [2021-12-27 18:52:06 main:574] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1521.43 ms [2021-12-27 18:52:07 main:574] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1517.36 ms [2021-12-27 18:52:09 main:574] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1519.22 ms [2021-12-27 18:52:10 main:574] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1518.88 ms [2021-12-27 18:52:12 main:574] : INFO : Epoch 1642 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1519.63 ms [2021-12-27 18:52:13 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1518.14 ms [2021-12-27 18:52:15 main:574] : INFO : Epoch 1644 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1519.99 ms [2021-12-27 18:52:17 main:574] : INFO : Epoch 1645 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1520.81 ms [2021-12-27 18:52:18 main:574] : INFO : Epoch 1646 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1524.89 ms [2021-12-27 18:52:20 main:574] : INFO : Epoch 1647 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1518.43 ms [2021-12-27 18:52:21 main:574] : INFO : Epoch 1648 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1518.12 ms [2021-12-27 18:52:23 main:574] : INFO : Epoch 1649 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1519.3 ms [2021-12-27 18:52:24 main:574] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1518.26 ms [2021-12-27 18:52:26 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1519.21 ms [2021-12-27 18:52:27 main:574] : INFO : Epoch 1652 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1514.91 ms [2021-12-27 18:52:29 main:574] : INFO : Epoch 1653 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1519.33 ms [2021-12-27 18:52:30 main:574] : INFO : Epoch 1654 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1521.02 ms [2021-12-27 18:52:32 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1521.86 ms [2021-12-27 18:52:33 main:574] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1518.72 ms [2021-12-27 18:52:35 main:574] : INFO : Epoch 1657 | loss: 0.0312512 | val_loss: 0.0312546 | Time: 1522.23 ms [2021-12-27 18:52:36 main:574] : INFO : Epoch 1658 | loss: 0.0312525 | val_loss: 0.0312513 | Time: 1517.79 ms [2021-12-27 18:52:38 main:574] : INFO : Epoch 1659 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1518.55 ms [2021-12-27 18:52:39 main:574] : INFO : Epoch 1660 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1520.67 ms [2021-12-27 18:52:41 main:574] : INFO : Epoch 1661 | loss: 0.0312514 | val_loss: 0.0312545 | Time: 1521.02 ms [2021-12-27 18:52:42 main:574] : INFO : Epoch 1662 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1518.65 ms [2021-12-27 18:52:44 main:574] : INFO : Epoch 1663 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1516.59 ms [2021-12-27 18:52:45 main:574] : INFO : Epoch 1664 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1516.67 ms [2021-12-27 18:52:47 main:574] : INFO : Epoch 1665 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1520.93 ms [2021-12-27 18:52:48 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1518 ms [2021-12-27 18:52:50 main:574] : INFO : Epoch 1667 | loss: 0.0312509 | val_loss: 0.031252 | Time: 1520.8 ms [2021-12-27 18:52:52 main:574] : INFO : Epoch 1668 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1520.03 ms [2021-12-27 18:52:53 main:574] : INFO : Epoch 1669 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1522.44 ms [2021-12-27 18:52:55 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1516.77 ms [2021-12-27 18:52:56 main:574] : INFO : Epoch 1671 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1518.21 ms [2021-12-27 18:52:58 main:574] : INFO : Epoch 1672 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1517.85 ms [2021-12-27 18:52:59 main:574] : INFO : Epoch 1673 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1517.57 ms [2021-12-27 18:53:01 main:574] : INFO : Epoch 1674 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1519.35 ms [2021-12-27 18:53:02 main:574] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1522.59 ms [2021-12-27 18:53:04 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1520.21 ms [2021-12-27 18:53:05 main:574] : INFO : Epoch 1677 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1518.97 ms [2021-12-27 18:53:07 main:574] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1518.45 ms [2021-12-27 18:53:08 main:574] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1519.57 ms [2021-12-27 18:53:10 main:574] : INFO : Epoch 1680 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1521.71 ms [2021-12-27 18:53:11 main:574] : INFO : Epoch 1681 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1519.42 ms [2021-12-27 18:53:13 main:574] : INFO : Epoch 1682 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1520.69 ms [2021-12-27 18:53:14 main:574] : INFO : Epoch 1683 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1520.27 ms [2021-12-27 18:53:16 main:574] : INFO : Epoch 1684 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1518.35 ms [2021-12-27 18:53:17 main:574] : INFO : Epoch 1685 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1520.34 ms [2021-12-27 18:53:19 main:574] : INFO : Epoch 1686 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1521.97 ms [2021-12-27 18:53:20 main:574] : INFO : Epoch 1687 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1521.43 ms [2021-12-27 18:53:22 main:574] : INFO : Epoch 1688 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1520.34 ms [2021-12-27 18:53:23 main:574] : INFO : Epoch 1689 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1520.19 ms [2021-12-27 18:53:25 main:574] : INFO : Epoch 1690 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 1521.18 ms [2021-12-27 18:53:27 main:574] : INFO : Epoch 1691 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 1520.11 ms [2021-12-27 18:53:28 main:574] : INFO : Epoch 1692 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1520.34 ms [2021-12-27 18:53:30 main:574] : INFO : Epoch 1693 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1516.96 ms [2021-12-27 18:53:31 main:574] : INFO : Epoch 1694 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1523.29 ms [2021-12-27 18:53:33 main:574] : INFO : Epoch 1695 | loss: 0.0312501 | val_loss: 0.0312526 | Time: 1516.94 ms [2021-12-27 18:53:34 main:574] : INFO : Epoch 1696 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1519.95 ms [2021-12-27 18:53:36 main:574] : INFO : Epoch 1697 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1516.86 ms [2021-12-27 18:53:37 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1516.94 ms [2021-12-27 18:53:39 main:574] : INFO : Epoch 1699 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1520.48 ms [2021-12-27 18:53:40 main:574] : INFO : Epoch 1700 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 1521.02 ms [2021-12-27 18:53:42 main:574] : INFO : Epoch 1701 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1519.95 ms [2021-12-27 18:53:43 main:574] : INFO : Epoch 1702 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1518.47 ms [2021-12-27 18:53:45 main:574] : INFO : Epoch 1703 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1520.22 ms [2021-12-27 18:53:46 main:574] : INFO : Epoch 1704 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1520.78 ms [2021-12-27 18:53:48 main:574] : INFO : Epoch 1705 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1518.81 ms [2021-12-27 18:53:49 main:574] : INFO : Epoch 1706 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1517.08 ms [2021-12-27 18:53:51 main:574] : INFO : Epoch 1707 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 1520.64 ms [2021-12-27 18:53:52 main:574] : INFO : Epoch 1708 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1516.09 ms [2021-12-27 18:53:54 main:574] : INFO : Epoch 1709 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1522.75 ms [2021-12-27 18:53:55 main:574] : INFO : Epoch 1710 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 1517.83 ms [2021-12-27 18:53:57 main:574] : INFO : Epoch 1711 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1517.97 ms [2021-12-27 18:53:59 main:574] : INFO : Epoch 1712 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 1518.62 ms [2021-12-27 18:54:00 main:574] : INFO : Epoch 1713 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1517.71 ms [2021-12-27 18:54:02 main:574] : INFO : Epoch 1714 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1521.48 ms [2021-12-27 18:54:03 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1519.88 ms [2021-12-27 18:54:05 main:574] : INFO : Epoch 1716 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1517.41 ms [2021-12-27 18:54:06 main:574] : INFO : Epoch 1717 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1514.68 ms [2021-12-27 18:54:08 main:574] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1521.69 ms [2021-12-27 18:54:09 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1518.3 ms [2021-12-27 18:54:11 main:574] : INFO : Epoch 1720 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1518.94 ms [2021-12-27 18:54:12 main:574] : INFO : Epoch 1721 | loss: 0.03125 | val_loss: 0.03125 | Time: 1515.86 ms [2021-12-27 18:54:14 main:574] : INFO : Epoch 1722 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 1522.42 ms [2021-12-27 18:54:15 main:574] : INFO : Epoch 1723 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1518.17 ms [2021-12-27 18:54:17 main:574] : INFO : Epoch 1724 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1522.53 ms [2021-12-27 18:54:18 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312491 | Time: 1516.79 ms [2021-12-27 18:54:20 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1522.55 ms [2021-12-27 18:54:21 main:574] : INFO : Epoch 1727 | loss: 0.031252 | val_loss: 0.0312504 | Time: 1516.83 ms [2021-12-27 18:54:23 main:574] : INFO : Epoch 1728 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1520.08 ms [2021-12-27 18:54:24 main:574] : INFO : Epoch 1729 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1519.67 ms [2021-12-27 18:54:26 main:574] : INFO : Epoch 1730 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1522.2 ms [2021-12-27 18:54:27 main:574] : INFO : Epoch 1731 | loss: 0.0312507 | val_loss: 0.0312544 | Time: 1519.66 ms [2021-12-27 18:54:29 main:574] : INFO : Epoch 1732 | loss: 0.031254 | val_loss: 0.0312516 | Time: 1518.09 ms [2021-12-27 18:54:30 main:574] : INFO : Epoch 1733 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1519.97 ms [2021-12-27 18:54:32 main:574] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1519.61 ms [2021-12-27 18:54:34 main:574] : INFO : Epoch 1735 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1515.43 ms [2021-12-27 18:54:35 main:574] : INFO : Epoch 1736 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1517.63 ms [2021-12-27 18:54:37 main:574] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1522.98 ms [2021-12-27 18:54:38 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312534 | Time: 1517.1 ms [2021-12-27 18:54:40 main:574] : INFO : Epoch 1739 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1517.6 ms [2021-12-27 18:54:41 main:574] : INFO : Epoch 1740 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1519.99 ms [2021-12-27 18:54:43 main:574] : INFO : Epoch 1741 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1518.11 ms [2021-12-27 18:54:44 main:574] : INFO : Epoch 1742 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1516.01 ms [2021-12-27 18:54:46 main:574] : INFO : Epoch 1743 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1517.41 ms [2021-12-27 18:54:47 main:574] : INFO : Epoch 1744 | loss: 0.0312491 | val_loss: 0.031248 | Time: 1516.71 ms [2021-12-27 18:54:49 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1516.98 ms [2021-12-27 18:54:50 main:574] : INFO : Epoch 1746 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1520.1 ms [2021-12-27 18:54:52 main:574] : INFO : Epoch 1747 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1518.72 ms [2021-12-27 18:54:53 main:574] : INFO : Epoch 1748 | loss: 0.0312512 | val_loss: 0.0312542 | Time: 1521.83 ms [2021-12-27 18:54:55 main:574] : INFO : Epoch 1749 | loss: 0.0312517 | val_loss: 0.0312496 | Time: 1519.27 ms [2021-12-27 18:54:56 main:574] : INFO : Epoch 1750 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1514.67 ms [2021-12-27 18:54:58 main:574] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1517.91 ms [2021-12-27 18:54:59 main:574] : INFO : Epoch 1752 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1519.05 ms [2021-12-27 18:55:01 main:574] : INFO : Epoch 1753 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1517.65 ms [2021-12-27 18:55:02 main:574] : INFO : Epoch 1754 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1520.91 ms [2021-12-27 18:55:04 main:574] : INFO : Epoch 1755 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1522.55 ms [2021-12-27 18:55:05 main:574] : INFO : Epoch 1756 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1519.5 ms [2021-12-27 18:55:07 main:574] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1516.79 ms [2021-12-27 18:55:09 main:574] : INFO : Epoch 1758 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1517.33 ms [2021-12-27 18:55:10 main:574] : INFO : Epoch 1759 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1518.24 ms [2021-12-27 18:55:12 main:574] : INFO : Epoch 1760 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1516.09 ms [2021-12-27 18:55:13 main:574] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312486 | Time: 1515.46 ms [2021-12-27 18:55:15 main:574] : INFO : Epoch 1762 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1520.26 ms [2021-12-27 18:55:16 main:574] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1518.69 ms [2021-12-27 18:55:18 main:574] : INFO : Epoch 1764 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1517.88 ms [2021-12-27 18:55:19 main:574] : INFO : Epoch 1765 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1520.05 ms [2021-12-27 18:55:21 main:574] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1521.38 ms [2021-12-27 18:55:22 main:574] : INFO : Epoch 1767 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1531.91 ms [2021-12-27 18:55:24 main:574] : INFO : Epoch 1768 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1536.32 ms [2021-12-27 18:55:25 main:574] : INFO : Epoch 1769 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1549.32 ms [2021-12-27 18:55:27 main:574] : INFO : Epoch 1770 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1524.92 ms [2021-12-27 18:55:28 main:574] : INFO : Epoch 1771 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1528.66 ms [2021-12-27 18:55:30 main:574] : INFO : Epoch 1772 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 1527.44 ms [2021-12-27 18:55:31 main:574] : INFO : Epoch 1773 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1529.65 ms [2021-12-27 18:55:33 main:574] : INFO : Epoch 1774 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1530.94 ms [2021-12-27 18:55:34 main:574] : INFO : Epoch 1775 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1526 ms [2021-12-27 18:55:36 main:574] : INFO : Epoch 1776 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 1524.87 ms [2021-12-27 18:55:38 main:574] : INFO : Epoch 1777 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 1530.43 ms [2021-12-27 18:55:39 main:574] : INFO : Epoch 1778 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1528.2 ms [2021-12-27 18:55:41 main:574] : INFO : Epoch 1779 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 1530.29 ms [2021-12-27 18:55:42 main:574] : INFO : Epoch 1780 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1523.72 ms [2021-12-27 18:55:44 main:574] : INFO : Epoch 1781 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1528.47 ms [2021-12-27 18:55:45 main:574] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.0312483 | Time: 1532.61 ms [2021-12-27 18:55:47 main:574] : INFO : Epoch 1783 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1525.93 ms [2021-12-27 18:55:48 main:574] : INFO : Epoch 1784 | loss: 0.0312505 | val_loss: 0.0312486 | Time: 1527.84 ms [2021-12-27 18:55:50 main:574] : INFO : Epoch 1785 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1526.56 ms [2021-12-27 18:55:51 main:574] : INFO : Epoch 1786 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1527.33 ms [2021-12-27 18:55:53 main:574] : INFO : Epoch 1787 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1527.59 ms [2021-12-27 18:55:54 main:574] : INFO : Epoch 1788 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1527.54 ms [2021-12-27 18:55:56 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312491 | Time: 1537.87 ms [2021-12-27 18:55:57 main:574] : INFO : Epoch 1790 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1529.67 ms [2021-12-27 18:55:59 main:574] : INFO : Epoch 1791 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1526.7 ms [2021-12-27 18:56:01 main:574] : INFO : Epoch 1792 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1529.6 ms [2021-12-27 18:56:02 main:574] : INFO : Epoch 1793 | loss: 0.0312502 | val_loss: 0.0312541 | Time: 1531.01 ms [2021-12-27 18:56:04 main:574] : INFO : Epoch 1794 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1527.66 ms [2021-12-27 18:56:05 main:574] : INFO : Epoch 1795 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 1530.49 ms [2021-12-27 18:56:07 main:574] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1523.97 ms [2021-12-27 18:56:08 main:574] : INFO : Epoch 1797 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1526.02 ms [2021-12-27 18:56:10 main:574] : INFO : Epoch 1798 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1531.73 ms [2021-12-27 18:56:11 main:574] : INFO : Epoch 1799 | loss: 0.0312498 | val_loss: 0.0312484 | Time: 1531.95 ms [2021-12-27 18:56:13 main:574] : INFO : Epoch 1800 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1528.59 ms [2021-12-27 18:56:14 main:574] : INFO : Epoch 1801 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1529.97 ms [2021-12-27 18:56:16 main:574] : INFO : Epoch 1802 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1526.33 ms [2021-12-27 18:56:17 main:574] : INFO : Epoch 1803 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1525.17 ms [2021-12-27 18:56:19 main:574] : INFO : Epoch 1804 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1523.67 ms [2021-12-27 18:56:20 main:574] : INFO : Epoch 1805 | loss: 0.0312501 | val_loss: 0.031249 | Time: 1528 ms [2021-12-27 18:56:22 main:574] : INFO : Epoch 1806 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1529.29 ms [2021-12-27 18:56:23 main:574] : INFO : Epoch 1807 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1536.64 ms [2021-12-27 18:56:25 main:574] : INFO : Epoch 1808 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1609.57 ms [2021-12-27 18:56:27 main:574] : INFO : Epoch 1809 | loss: 0.0312494 | val_loss: 0.031248 | Time: 1549.11 ms [2021-12-27 18:56:28 main:574] : INFO : Epoch 1810 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1546.26 ms [2021-12-27 18:56:30 main:574] : INFO : Epoch 1811 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1548.85 ms [2021-12-27 18:56:31 main:574] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 1544.16 ms [2021-12-27 18:56:33 main:574] : INFO : Epoch 1813 | loss: 0.0312506 | val_loss: 0.0312485 | Time: 1550.42 ms [2021-12-27 18:56:34 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1547.72 ms [2021-12-27 18:56:36 main:574] : INFO : Epoch 1815 | loss: 0.0312495 | val_loss: 0.031248 | Time: 1550.93 ms [2021-12-27 18:56:38 main:574] : INFO : Epoch 1816 | loss: 0.031249 | val_loss: 0.0312533 | Time: 1552.06 ms [2021-12-27 18:56:39 main:574] : INFO : Epoch 1817 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 1551.07 ms [2021-12-27 18:56:41 main:574] : INFO : Epoch 1818 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1547.81 ms [2021-12-27 18:56:42 main:574] : INFO : Epoch 1819 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1547.7 ms [2021-12-27 18:56:44 main:574] : INFO : Epoch 1820 | loss: 0.0312484 | val_loss: 0.0312502 | Time: 1550.8 ms [2021-12-27 18:56:45 main:574] : INFO : Epoch 1821 | loss: 0.03125 | val_loss: 0.03125 | Time: 1549.03 ms [2021-12-27 18:56:47 main:574] : INFO : Epoch 1822 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1553.33 ms [2021-12-27 18:56:48 main:574] : INFO : Epoch 1823 | loss: 0.0312496 | val_loss: 0.0312481 | Time: 1551.38 ms [2021-12-27 18:56:50 main:574] : INFO : Epoch 1824 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1550.55 ms [2021-12-27 18:56:51 main:574] : INFO : Epoch 1825 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1550.9 ms [2021-12-27 18:56:53 main:574] : INFO : Epoch 1826 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1551.48 ms [2021-12-27 18:56:55 main:574] : INFO : Epoch 1827 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1549.65 ms [2021-12-27 18:56:56 main:574] : INFO : Epoch 1828 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1550.37 ms [2021-12-27 18:56:58 main:574] : INFO : Epoch 1829 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 1546.45 ms [2021-12-27 18:56:59 main:574] : INFO : Epoch 1830 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1553.22 ms [2021-12-27 18:57:01 main:574] : INFO : Epoch 1831 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1547.73 ms [2021-12-27 18:57:02 main:574] : INFO : Epoch 1832 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1550.95 ms [2021-12-27 18:57:04 main:574] : INFO : Epoch 1833 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1541.53 ms [2021-12-27 18:57:05 main:574] : INFO : Epoch 1834 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1551.27 ms [2021-12-27 18:57:07 main:574] : INFO : Epoch 1835 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1548.63 ms [2021-12-27 18:57:09 main:574] : INFO : Epoch 1836 | loss: 0.0312488 | val_loss: 0.0312546 | Time: 1546.82 ms [2021-12-27 18:57:10 main:574] : INFO : Epoch 1837 | loss: 0.0312516 | val_loss: 0.031249 | Time: 1552.49 ms [2021-12-27 18:57:12 main:574] : INFO : Epoch 1838 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1546.68 ms [2021-12-27 18:57:13 main:574] : INFO : Epoch 1839 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1548.24 ms [2021-12-27 18:57:15 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1554.91 ms [2021-12-27 18:57:16 main:574] : INFO : Epoch 1841 | loss: 0.0312494 | val_loss: 0.031248 | Time: 1547.74 ms [2021-12-27 18:57:18 main:574] : INFO : Epoch 1842 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1551.41 ms [2021-12-27 18:57:19 main:574] : INFO : Epoch 1843 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1547.91 ms [2021-12-27 18:57:21 main:574] : INFO : Epoch 1844 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1549.86 ms [2021-12-27 18:57:23 main:574] : INFO : Epoch 1845 | loss: 0.0312487 | val_loss: 0.0312526 | Time: 1550.7 ms [2021-12-27 18:57:24 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312533 | Time: 1552.52 ms [2021-12-27 18:57:26 main:574] : INFO : Epoch 1847 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1551.82 ms [2021-12-27 18:57:27 main:574] : INFO : Epoch 1848 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1549.56 ms [2021-12-27 18:57:29 main:574] : INFO : Epoch 1849 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1546.77 ms [2021-12-27 18:57:30 main:574] : INFO : Epoch 1850 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1548.45 ms [2021-12-27 18:57:32 main:574] : INFO : Epoch 1851 | loss: 0.0312502 | val_loss: 0.031249 | Time: 1547.28 ms [2021-12-27 18:57:33 main:574] : INFO : Epoch 1852 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1548.24 ms [2021-12-27 18:57:35 main:574] : INFO : Epoch 1853 | loss: 0.0312505 | val_loss: 0.0312488 | Time: 1550.45 ms [2021-12-27 18:57:37 main:574] : INFO : Epoch 1854 | loss: 0.0312493 | val_loss: 0.031248 | Time: 1552.23 ms [2021-12-27 18:57:38 main:574] : INFO : Epoch 1855 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1551.14 ms [2021-12-27 18:57:40 main:574] : INFO : Epoch 1856 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1549.88 ms [2021-12-27 18:57:41 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1552.97 ms [2021-12-27 18:57:43 main:574] : INFO : Epoch 1858 | loss: 0.0312495 | val_loss: 0.031252 | Time: 1549.78 ms [2021-12-27 18:57:44 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312475 | Time: 1575.33 ms [2021-12-27 18:57:46 main:574] : INFO : Epoch 1860 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1567.59 ms [2021-12-27 18:57:47 main:574] : INFO : Epoch 1861 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 1547.52 ms [2021-12-27 18:57:49 main:574] : INFO : Epoch 1862 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1549.45 ms [2021-12-27 18:57:51 main:574] : INFO : Epoch 1863 | loss: 0.0312529 | val_loss: 0.0312555 | Time: 1546.91 ms [2021-12-27 18:57:52 main:574] : INFO : Epoch 1864 | loss: 0.0312546 | val_loss: 0.0312499 | Time: 1552.61 ms [2021-12-27 18:57:54 main:574] : INFO : Epoch 1865 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1550.9 ms [2021-12-27 18:57:55 main:574] : INFO : Epoch 1866 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1549.86 ms [2021-12-27 18:57:57 main:574] : INFO : Epoch 1867 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1552.59 ms [2021-12-27 18:57:58 main:574] : INFO : Epoch 1868 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1548.43 ms [2021-12-27 18:58:00 main:574] : INFO : Epoch 1869 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1551.77 ms [2021-12-27 18:58:01 main:574] : INFO : Epoch 1870 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1554.73 ms [2021-12-27 18:58:03 main:574] : INFO : Epoch 1871 | loss: 0.0312496 | val_loss: 0.031248 | Time: 1551.5 ms [2021-12-27 18:58:05 main:574] : INFO : Epoch 1872 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1551.02 ms [2021-12-27 18:58:06 main:574] : INFO : Epoch 1873 | loss: 0.031249 | val_loss: 0.0312479 | Time: 1549.91 ms [2021-12-27 18:58:08 main:574] : INFO : Epoch 1874 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1545.43 ms [2021-12-27 18:58:09 main:574] : INFO : Epoch 1875 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1547.33 ms [2021-12-27 18:58:11 main:574] : INFO : Epoch 1876 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1551.99 ms [2021-12-27 18:58:12 main:574] : INFO : Epoch 1877 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 1552.13 ms [2021-12-27 18:58:14 main:574] : INFO : Epoch 1878 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1546.86 ms [2021-12-27 18:58:15 main:574] : INFO : Epoch 1879 | loss: 0.0312491 | val_loss: 0.0312538 | Time: 1546.43 ms [2021-12-27 18:58:17 main:574] : INFO : Epoch 1880 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1549.41 ms [2021-12-27 18:58:18 main:574] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1553.63 ms [2021-12-27 18:58:20 main:574] : INFO : Epoch 1882 | loss: 0.0312483 | val_loss: 0.0312507 | Time: 1553.02 ms [2021-12-27 18:58:22 main:574] : INFO : Epoch 1883 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 1550 ms [2021-12-27 18:58:23 main:574] : INFO : Epoch 1884 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1549.29 ms [2021-12-27 18:58:25 main:574] : INFO : Epoch 1885 | loss: 0.0312497 | val_loss: 0.0312584 | Time: 1551.13 ms [2021-12-27 18:58:26 main:574] : INFO : Epoch 1886 | loss: 0.0312526 | val_loss: 0.0312507 | Time: 1550.68 ms [2021-12-27 18:58:28 main:574] : INFO : Epoch 1887 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1547.5 ms [2021-12-27 18:58:29 main:574] : INFO : Epoch 1888 | loss: 0.0312496 | val_loss: 0.0312473 | Time: 1551.4 ms [2021-12-27 18:58:31 main:574] : INFO : Epoch 1889 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1547.9 ms [2021-12-27 18:58:32 main:574] : INFO : Epoch 1890 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1549.78 ms [2021-12-27 18:58:34 main:574] : INFO : Epoch 1891 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1549.01 ms [2021-12-27 18:58:36 main:574] : INFO : Epoch 1892 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1550.42 ms [2021-12-27 18:58:37 main:574] : INFO : Epoch 1893 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 1553.8 ms [2021-12-27 18:58:39 main:574] : INFO : Epoch 1894 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1552.79 ms [2021-12-27 18:58:40 main:574] : INFO : Epoch 1895 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1550.19 ms [2021-12-27 18:58:42 main:574] : INFO : Epoch 1896 | loss: 0.0312488 | val_loss: 0.0312527 | Time: 1550.73 ms [2021-12-27 18:58:43 main:574] : INFO : Epoch 1897 | loss: 0.0312514 | val_loss: 0.0312495 | Time: 1548.23 ms [2021-12-27 18:58:45 main:574] : INFO : Epoch 1898 | loss: 0.0312493 | val_loss: 0.0312476 | Time: 1545.83 ms [2021-12-27 18:58:46 main:574] : INFO : Epoch 1899 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1545.33 ms [2021-12-27 18:58:48 main:574] : INFO : Epoch 1900 | loss: 0.0312524 | val_loss: 0.0312505 | Time: 1549.9 ms [2021-12-27 18:58:50 main:574] : INFO : Epoch 1901 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1549.76 ms [2021-12-27 18:58:51 main:574] : INFO : Epoch 1902 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1548.6 ms [2021-12-27 18:58:53 main:574] : INFO : Epoch 1903 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1551.03 ms [2021-12-27 18:58:54 main:574] : INFO : Epoch 1904 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1547.67 ms [2021-12-27 18:58:56 main:574] : INFO : Epoch 1905 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1548.95 ms [2021-12-27 18:58:57 main:574] : INFO : Epoch 1906 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1549.64 ms [2021-12-27 18:58:59 main:574] : INFO : Epoch 1907 | loss: 0.0312499 | val_loss: 0.0312528 | Time: 1546.59 ms [2021-12-27 18:59:00 main:574] : INFO : Epoch 1908 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1551.09 ms [2021-12-27 18:59:02 main:574] : INFO : Epoch 1909 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1548.69 ms [2021-12-27 18:59:04 main:574] : INFO : Epoch 1910 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1545.76 ms [2021-12-27 18:59:05 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312484 | Time: 1554.7 ms [2021-12-27 18:59:07 main:574] : INFO : Epoch 1912 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1545.64 ms [2021-12-27 18:59:08 main:574] : INFO : Epoch 1913 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 1549.62 ms [2021-12-27 18:59:10 main:574] : INFO : Epoch 1914 | loss: 0.031249 | val_loss: 0.0312477 | Time: 1550.96 ms [2021-12-27 18:59:11 main:574] : INFO : Epoch 1915 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1546.75 ms [2021-12-27 18:59:13 main:574] : INFO : Epoch 1916 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1549.66 ms [2021-12-27 18:59:14 main:574] : INFO : Epoch 1917 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1550.87 ms [2021-12-27 18:59:16 main:574] : INFO : Epoch 1918 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1547.71 ms [2021-12-27 18:59:17 main:574] : INFO : Epoch 1919 | loss: 0.0312479 | val_loss: 0.0312507 | Time: 1551.09 ms [2021-12-27 18:59:19 main:574] : INFO : Epoch 1920 | loss: 0.0312507 | val_loss: 0.031249 | Time: 1548.3 ms [2021-12-27 18:59:21 main:574] : INFO : Epoch 1921 | loss: 0.0312513 | val_loss: 0.0312545 | Time: 1549.03 ms [2021-12-27 18:59:22 main:574] : INFO : Epoch 1922 | loss: 0.0312501 | val_loss: 0.0312484 | Time: 1550.25 ms [2021-12-27 18:59:24 main:574] : INFO : Epoch 1923 | loss: 0.0312507 | val_loss: 0.0312483 | Time: 1549.09 ms [2021-12-27 18:59:25 main:574] : INFO : Epoch 1924 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1547.07 ms [2021-12-27 18:59:27 main:574] : INFO : Epoch 1925 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1550.54 ms [2021-12-27 18:59:28 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 1549.17 ms [2021-12-27 18:59:30 main:574] : INFO : Epoch 1927 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1548.82 ms [2021-12-27 18:59:31 main:574] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 1546.81 ms [2021-12-27 18:59:33 main:574] : INFO : Epoch 1929 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1552.56 ms [2021-12-27 18:59:35 main:574] : INFO : Epoch 1930 | loss: 0.0312482 | val_loss: 0.0312506 | Time: 1554.22 ms [2021-12-27 18:59:36 main:574] : INFO : Epoch 1931 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1549.51 ms [2021-12-27 18:59:38 main:574] : INFO : Epoch 1932 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1546.52 ms [2021-12-27 18:59:39 main:574] : INFO : Epoch 1933 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1551.34 ms [2021-12-27 18:59:41 main:574] : INFO : Epoch 1934 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1548.36 ms [2021-12-27 18:59:42 main:574] : INFO : Epoch 1935 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1551.92 ms [2021-12-27 18:59:44 main:574] : INFO : Epoch 1936 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 1552.47 ms [2021-12-27 18:59:45 main:574] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1548.73 ms [2021-12-27 18:59:47 main:574] : INFO : Epoch 1938 | loss: 0.0312482 | val_loss: 0.0312511 | Time: 1550.85 ms [2021-12-27 18:59:49 main:574] : INFO : Epoch 1939 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 1547.82 ms [2021-12-27 18:59:50 main:574] : INFO : Epoch 1940 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1547.31 ms [2021-12-27 18:59:52 main:574] : INFO : Epoch 1941 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1546.96 ms [2021-12-27 18:59:53 main:574] : INFO : Epoch 1942 | loss: 0.0312492 | val_loss: 0.0312478 | Time: 1549.42 ms [2021-12-27 18:59:55 main:574] : INFO : Epoch 1943 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 1550.97 ms [2021-12-27 18:59:56 main:574] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312478 | Time: 1553.39 ms [2021-12-27 18:59:58 main:574] : INFO : Epoch 1945 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1547.01 ms [2021-12-27 18:59:59 main:574] : INFO : Epoch 1946 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 1551.36 ms [2021-12-27 19:00:01 main:574] : INFO : Epoch 1947 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1549.04 ms [2021-12-27 19:00:02 main:574] : INFO : Epoch 1948 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1549.39 ms [2021-12-27 19:00:04 main:574] : INFO : Epoch 1949 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1549.51 ms [2021-12-27 19:00:06 main:574] : INFO : Epoch 1950 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1541.21 ms [2021-12-27 19:00:07 main:574] : INFO : Epoch 1951 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1552.69 ms [2021-12-27 19:00:09 main:574] : INFO : Epoch 1952 | loss: 0.0312478 | val_loss: 0.0312513 | Time: 1553.08 ms [2021-12-27 19:00:10 main:574] : INFO : Epoch 1953 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1551.81 ms [2021-12-27 19:00:12 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312478 | Time: 1552.76 ms [2021-12-27 19:00:13 main:574] : INFO : Epoch 1955 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1546.87 ms [2021-12-27 19:00:15 main:574] : INFO : Epoch 1956 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1551.12 ms [2021-12-27 19:00:16 main:574] : INFO : Epoch 1957 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 1547.89 ms [2021-12-27 19:00:18 main:574] : INFO : Epoch 1958 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 1550.4 ms [2021-12-27 19:00:20 main:574] : INFO : Epoch 1959 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1549.18 ms [2021-12-27 19:00:21 main:574] : INFO : Epoch 1960 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1547.96 ms [2021-12-27 19:00:23 main:574] : INFO : Epoch 1961 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1545.76 ms [2021-12-27 19:00:24 main:574] : INFO : Epoch 1962 | loss: 0.0312478 | val_loss: 0.0312538 | Time: 1550.53 ms [2021-12-27 19:00:26 main:574] : INFO : Epoch 1963 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1548.45 ms [2021-12-27 19:00:27 main:574] : INFO : Epoch 1964 | loss: 0.0312488 | val_loss: 0.031251 | Time: 1552.08 ms [2021-12-27 19:00:29 main:574] : INFO : Epoch 1965 | loss: 0.0312528 | val_loss: 0.0312497 | Time: 1544.46 ms [2021-12-27 19:00:30 main:574] : INFO : Epoch 1966 | loss: 0.0312506 | val_loss: 0.031253 | Time: 1547.68 ms [2021-12-27 19:00:32 main:574] : INFO : Epoch 1967 | loss: 0.0312505 | val_loss: 0.0312492 | Time: 1547.86 ms [2021-12-27 19:00:34 main:574] : INFO : Epoch 1968 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1543.55 ms [2021-12-27 19:00:35 main:574] : INFO : Epoch 1969 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1553.85 ms [2021-12-27 19:00:37 main:574] : INFO : Epoch 1970 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1551.89 ms [2021-12-27 19:00:38 main:574] : INFO : Epoch 1971 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 1547.03 ms [2021-12-27 19:00:40 main:574] : INFO : Epoch 1972 | loss: 0.0312491 | val_loss: 0.0312519 | Time: 1545.74 ms [2021-12-27 19:00:41 main:574] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1549.52 ms [2021-12-27 19:00:43 main:574] : INFO : Epoch 1974 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1549.25 ms [2021-12-27 19:00:44 main:574] : INFO : Epoch 1975 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1551.65 ms [2021-12-27 19:00:46 main:574] : INFO : Epoch 1976 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1551.62 ms [2021-12-27 19:00:47 main:574] : INFO : Epoch 1977 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1552.28 ms [2021-12-27 19:00:49 main:574] : INFO : Epoch 1978 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 1543.31 ms [2021-12-27 19:00:51 main:574] : INFO : Epoch 1979 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1545.43 ms [2021-12-27 19:00:52 main:574] : INFO : Epoch 1980 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1549.09 ms [2021-12-27 19:00:54 main:574] : INFO : Epoch 1981 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1549.52 ms [2021-12-27 19:00:55 main:574] : INFO : Epoch 1982 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1548.41 ms [2021-12-27 19:00:57 main:574] : INFO : Epoch 1983 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1549.13 ms [2021-12-27 19:00:58 main:574] : INFO : Epoch 1984 | loss: 0.031248 | val_loss: 0.0312488 | Time: 1547.63 ms [2021-12-27 19:01:00 main:574] : INFO : Epoch 1985 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 1553.83 ms [2021-12-27 19:01:01 main:574] : INFO : Epoch 1986 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1544.77 ms [2021-12-27 19:01:03 main:574] : INFO : Epoch 1987 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 1549.22 ms [2021-12-27 19:01:05 main:574] : INFO : Epoch 1988 | loss: 0.0312533 | val_loss: 0.0312516 | Time: 1550.57 ms [2021-12-27 19:01:06 main:574] : INFO : Epoch 1989 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1552.37 ms [2021-12-27 19:01:08 main:574] : INFO : Epoch 1990 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 1549.26 ms [2021-12-27 19:01:09 main:574] : INFO : Epoch 1991 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 1562.69 ms [2021-12-27 19:01:11 main:574] : INFO : Epoch 1992 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 1523.78 ms [2021-12-27 19:01:12 main:574] : INFO : Epoch 1993 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1518.03 ms [2021-12-27 19:01:14 main:574] : INFO : Epoch 1994 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 1517.2 ms [2021-12-27 19:01:15 main:574] : INFO : Epoch 1995 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1517.27 ms [2021-12-27 19:01:17 main:574] : INFO : Epoch 1996 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1519.23 ms [2021-12-27 19:01:18 main:574] : INFO : Epoch 1997 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1519.1 ms [2021-12-27 19:01:20 main:574] : INFO : Epoch 1998 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1521.54 ms [2021-12-27 19:01:21 main:574] : INFO : Epoch 1999 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 1519.78 ms [2021-12-27 19:01:23 main:574] : INFO : Epoch 2000 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1519.61 ms [2021-12-27 19:01:24 main:574] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1521.23 ms [2021-12-27 19:01:26 main:574] : INFO : Epoch 2002 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1520.46 ms [2021-12-27 19:01:27 main:574] : INFO : Epoch 2003 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 1517.55 ms [2021-12-27 19:01:29 main:574] : INFO : Epoch 2004 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1518.15 ms [2021-12-27 19:01:31 main:574] : INFO : Epoch 2005 | loss: 0.0312479 | val_loss: 0.0312502 | Time: 1520.79 ms [2021-12-27 19:01:32 main:574] : INFO : Epoch 2006 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1517.27 ms [2021-12-27 19:01:34 main:574] : INFO : Epoch 2007 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1520.87 ms [2021-12-27 19:01:35 main:574] : INFO : Epoch 2008 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1515.62 ms [2021-12-27 19:01:37 main:574] : INFO : Epoch 2009 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1517.97 ms [2021-12-27 19:01:38 main:574] : INFO : Epoch 2010 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1518.47 ms [2021-12-27 19:01:40 main:574] : INFO : Epoch 2011 | loss: 0.0312477 | val_loss: 0.0312525 | Time: 1521.8 ms [2021-12-27 19:01:41 main:574] : INFO : Epoch 2012 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 1516.13 ms [2021-12-27 19:01:43 main:574] : INFO : Epoch 2013 | loss: 0.0312516 | val_loss: 0.0312495 | Time: 1517.76 ms [2021-12-27 19:01:44 main:574] : INFO : Epoch 2014 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1522.14 ms [2021-12-27 19:01:46 main:574] : INFO : Epoch 2015 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1516.21 ms [2021-12-27 19:01:47 main:574] : INFO : Epoch 2016 | loss: 0.0312507 | val_loss: 0.0312487 | Time: 1517.45 ms [2021-12-27 19:01:49 main:574] : INFO : Epoch 2017 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1518.84 ms [2021-12-27 19:01:50 main:574] : INFO : Epoch 2018 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1516.35 ms [2021-12-27 19:01:52 main:574] : INFO : Epoch 2019 | loss: 0.0312504 | val_loss: 0.0312484 | Time: 1516.31 ms [2021-12-27 19:01:53 main:574] : INFO : Epoch 2020 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 1521.54 ms [2021-12-27 19:01:55 main:574] : INFO : Epoch 2021 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1517.51 ms [2021-12-27 19:01:56 main:574] : INFO : Epoch 2022 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1518.93 ms [2021-12-27 19:01:58 main:574] : INFO : Epoch 2023 | loss: 0.031248 | val_loss: 0.031249 | Time: 1514.6 ms [2021-12-27 19:01:59 main:574] : INFO : Epoch 2024 | loss: 0.031249 | val_loss: 0.0312475 | Time: 1520.95 ms [2021-12-27 19:02:01 main:574] : INFO : Epoch 2025 | loss: 0.0312514 | val_loss: 0.0312495 | Time: 1517.78 ms [2021-12-27 19:02:02 main:574] : INFO : Epoch 2026 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1519.12 ms [2021-12-27 19:02:04 main:574] : INFO : Epoch 2027 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1518.09 ms [2021-12-27 19:02:06 main:574] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312479 | Time: 1518.95 ms [2021-12-27 19:02:07 main:574] : INFO : Epoch 2029 | loss: 0.0312487 | val_loss: 0.0312508 | Time: 1519.26 ms [2021-12-27 19:02:09 main:574] : INFO : Epoch 2030 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 1520.68 ms [2021-12-27 19:02:10 main:574] : INFO : Epoch 2031 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1520.68 ms [2021-12-27 19:02:12 main:574] : INFO : Epoch 2032 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1518.28 ms [2021-12-27 19:02:13 main:574] : INFO : Epoch 2033 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1519.45 ms [2021-12-27 19:02:15 main:574] : INFO : Epoch 2034 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 1516.2 ms [2021-12-27 19:02:16 main:574] : INFO : Epoch 2035 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1522.04 ms [2021-12-27 19:02:18 main:574] : INFO : Epoch 2036 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1519.18 ms [2021-12-27 19:02:19 main:574] : INFO : Epoch 2037 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 1518.43 ms [2021-12-27 19:02:21 main:574] : INFO : Epoch 2038 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1519.1 ms [2021-12-27 19:02:22 main:574] : INFO : Epoch 2039 | loss: 0.0312495 | val_loss: 0.031248 | Time: 1520.93 ms [2021-12-27 19:02:24 main:574] : INFO : Epoch 2040 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1520.61 ms [2021-12-27 19:02:25 main:574] : INFO : Epoch 2041 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1519.52 ms [2021-12-27 19:02:27 main:574] : INFO : Epoch 2042 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1515.82 ms [2021-12-27 19:02:28 main:574] : INFO : Epoch 2043 | loss: 0.0312483 | val_loss: 0.0312525 | Time: 1515.65 ms [2021-12-27 19:02:30 main:574] : INFO : Epoch 2044 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1517.38 ms [2021-12-27 19:02:31 main:574] : INFO : Epoch 2045 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 1518.32 ms [2021-12-27 19:02:33 main:574] : INFO : Epoch 2046 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1522.01 ms [2021-12-27 19:02:34 main:574] : INFO : Epoch 2047 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 1517.67 ms [2021-12-27 19:02:36 main:574] : INFO : Epoch 2048 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 1513.85 ms [2021-12-27 19:02:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312496 [2021-12-27 19:02:36 main:603] : INFO : Saving end state to config to file [2021-12-27 19:02:36 main:608] : INFO : Success, exiting.. 19:02:36 (2088): 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)