Task 9347821
| Name | ParityModified-1636177393-4211-3-0_1 |
| Workunit | 6587270 |
| Created | 2 Dec 2021, 4:08:52 UTC |
| Sent | 2 Dec 2021, 5:31:35 UTC |
| Report deadline | 10 Dec 2021, 5:31:35 UTC |
| Received | 2 Dec 2021, 23:50:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 39 min 57 sec |
| CPU time | 1 hours 39 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.56 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0.0312474 | val_loss: 0.0312461 | Time: 1508.27 ms [2021-12-02 22:36:50 main:574] : INFO : Epoch 1543 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 1526.09 ms [2021-12-02 22:36:52 main:574] : INFO : Epoch 1544 | loss: 0.0312489 | val_loss: 0.0312466 | Time: 1493.31 ms [2021-12-02 22:36:53 main:574] : INFO : Epoch 1545 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1555.26 ms [2021-12-02 22:36:55 main:574] : INFO : Epoch 1546 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1510.55 ms [2021-12-02 22:36:56 main:574] : INFO : Epoch 1547 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1504.95 ms [2021-12-02 22:36:58 main:574] : INFO : Epoch 1548 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1513.54 ms [2021-12-02 22:36:59 main:574] : INFO : Epoch 1549 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1521.92 ms [2021-12-02 22:37:01 main:574] : INFO : Epoch 1550 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 1520.75 ms [2021-12-02 22:37:03 main:574] : INFO : Epoch 1551 | loss: 0.0312493 | val_loss: 0.0312464 | Time: 1532.64 ms [2021-12-02 22:37:04 main:574] : INFO : Epoch 1552 | loss: 0.0312484 | val_loss: 0.0312467 | Time: 1518.18 ms [2021-12-02 22:37:06 main:574] : INFO : Epoch 1553 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1516.66 ms [2021-12-02 22:37:07 main:574] : INFO : Epoch 1554 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1507.66 ms [2021-12-02 22:37:09 main:574] : INFO : Epoch 1555 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1519.6 ms [2021-12-02 22:37:10 main:574] : INFO : Epoch 1556 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1510.08 ms [2021-12-02 22:37:12 main:574] : INFO : Epoch 1557 | loss: 0.031248 | val_loss: 0.0312466 | Time: 1519.26 ms [2021-12-02 22:37:13 main:574] : INFO : Epoch 1558 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1507.03 ms [2021-12-02 22:37:15 main:574] : INFO : Epoch 1559 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1519.37 ms [2021-12-02 22:37:16 main:574] : INFO : Epoch 1560 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1500.87 ms [2021-12-02 22:37:18 main:574] : INFO : Epoch 1561 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1506.3 ms [2021-12-02 22:37:19 main:574] : INFO : Epoch 1562 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1510.24 ms [2021-12-02 22:37:21 main:574] : INFO : Epoch 1563 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1514.05 ms [2021-12-02 22:37:22 main:574] : INFO : Epoch 1564 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1509.01 ms [2021-12-02 22:37:24 main:574] : INFO : Epoch 1565 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 1507.3 ms [2021-12-02 22:37:25 main:574] : INFO : Epoch 1566 | loss: 0.031248 | val_loss: 0.0312464 | Time: 1499.8 ms [2021-12-02 22:37:27 main:574] : INFO : Epoch 1567 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1553.57 ms [2021-12-02 22:37:28 main:574] : INFO : Epoch 1568 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1534.94 ms [2021-12-02 22:37:30 main:574] : INFO : Epoch 1569 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1535.77 ms [2021-12-02 22:37:31 main:574] : INFO : Epoch 1570 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1544.24 ms [2021-12-02 22:37:33 main:574] : INFO : Epoch 1571 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 1512.22 ms [2021-12-02 22:37:35 main:574] : INFO : Epoch 1572 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1514.24 ms [2021-12-02 22:37:36 main:574] : INFO : Epoch 1573 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1489.48 ms [2021-12-02 22:37:38 main:574] : INFO : Epoch 1574 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1508.16 ms [2021-12-02 22:37:39 main:574] : INFO : Epoch 1575 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1485.78 ms [2021-12-02 22:37:41 main:574] : INFO : Epoch 1576 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1525.27 ms [2021-12-02 22:37:42 main:574] : INFO : Epoch 1577 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1500.76 ms [2021-12-02 22:37:44 main:574] : INFO : Epoch 1578 | loss: 0.0312484 | val_loss: 0.0312467 | Time: 1512.4 ms [2021-12-02 22:37:45 main:574] : INFO : Epoch 1579 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1507.75 ms [2021-12-02 22:37:47 main:574] : INFO : Epoch 1580 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1523.19 ms [2021-12-02 22:37:48 main:574] : INFO : Epoch 1581 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1517.98 ms [2021-12-02 22:37:50 main:574] : INFO : Epoch 1582 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 1535.14 ms [2021-12-02 22:37:51 main:574] : INFO : Epoch 1583 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1516.01 ms [2021-12-02 22:37:53 main:574] : INFO : Epoch 1584 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1514.08 ms [2021-12-02 22:37:54 main:574] : INFO : Epoch 1585 | loss: 0.0312483 | val_loss: 0.0312463 | Time: 1526.49 ms [2021-12-02 22:37:56 main:574] : INFO : Epoch 1586 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1508.9 ms [2021-12-02 22:37:57 main:574] : INFO : Epoch 1587 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1513.1 ms [2021-12-02 22:37:59 main:574] : INFO : Epoch 1588 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1530.81 ms [2021-12-02 22:38:00 main:574] : INFO : Epoch 1589 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1520.73 ms [2021-12-02 22:38:02 main:574] : INFO : Epoch 1590 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1517.21 ms [2021-12-02 22:38:03 main:574] : INFO : Epoch 1591 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1488.76 ms [2021-12-02 22:38:05 main:574] : INFO : Epoch 1592 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1511.65 ms [2021-12-02 22:38:06 main:574] : INFO : Epoch 1593 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1526.01 ms [2021-12-02 22:38:08 main:574] : INFO : Epoch 1594 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 1521.51 ms [2021-12-02 22:38:09 main:574] : INFO : Epoch 1595 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1523.54 ms [2021-12-02 22:38:11 main:574] : INFO : Epoch 1596 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1509.72 ms [2021-12-02 22:38:13 main:574] : INFO : Epoch 1597 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1512.33 ms [2021-12-02 22:38:14 main:574] : INFO : Epoch 1598 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 1536.89 ms [2021-12-02 22:38:16 main:574] : INFO : Epoch 1599 | loss: 0.0312489 | val_loss: 0.0312465 | Time: 1520.98 ms [2021-12-02 22:38:17 main:574] : INFO : Epoch 1600 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1513.66 ms [2021-12-02 22:38:19 main:574] : INFO : Epoch 1601 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1520.09 ms [2021-12-02 22:38:20 main:574] : INFO : Epoch 1602 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1506.45 ms [2021-12-02 22:38:22 main:574] : INFO : Epoch 1603 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1505.75 ms [2021-12-02 22:38:23 main:574] : INFO : Epoch 1604 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1496.97 ms [2021-12-02 22:38:25 main:574] : INFO : Epoch 1605 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1507.65 ms [2021-12-02 22:38:26 main:574] : INFO : Epoch 1606 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1537.27 ms [2021-12-02 22:38:28 main:574] : INFO : Epoch 1607 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1515.41 ms [2021-12-02 22:38:29 main:574] : INFO : Epoch 1608 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1518.65 ms [2021-12-02 22:38:31 main:574] : INFO : Epoch 1609 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1522 ms [2021-12-02 22:38:32 main:574] : INFO : Epoch 1610 | loss: 0.0312482 | val_loss: 0.031249 | Time: 1533.74 ms [2021-12-02 22:38:34 main:574] : INFO : Epoch 1611 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1529.02 ms [2021-12-02 22:38:35 main:574] : INFO : Epoch 1612 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1531.24 ms [2021-12-02 22:38:37 main:574] : INFO : Epoch 1613 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1509.64 ms [2021-12-02 22:38:38 main:574] : INFO : Epoch 1614 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1521.81 ms [2021-12-02 22:38:40 main:574] : INFO : Epoch 1615 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1490.14 ms [2021-12-02 22:38:41 main:574] : INFO : Epoch 1616 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1512.3 ms [2021-12-02 22:38:43 main:574] : INFO : Epoch 1617 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1505.83 ms [2021-12-02 22:38:44 main:574] : INFO : Epoch 1618 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1505.19 ms [2021-12-02 22:38:46 main:574] : INFO : Epoch 1619 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1517.28 ms [2021-12-02 22:38:48 main:574] : INFO : Epoch 1620 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1512.03 ms [2021-12-02 22:38:49 main:574] : INFO : Epoch 1621 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1504.14 ms [2021-12-02 22:38:51 main:574] : INFO : Epoch 1622 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1517.45 ms [2021-12-02 22:38:52 main:574] : INFO : Epoch 1623 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1532.21 ms [2021-12-02 22:38:54 main:574] : INFO : Epoch 1624 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1510.43 ms [2021-12-02 22:38:55 main:574] : INFO : Epoch 1625 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1529.44 ms [2021-12-02 22:38:57 main:574] : INFO : Epoch 1626 | loss: 0.0312489 | val_loss: 0.0312468 | Time: 1513.35 ms [2021-12-02 22:38:58 main:574] : INFO : Epoch 1627 | loss: 0.031248 | val_loss: 0.0312463 | Time: 1541.89 ms [2021-12-02 22:39:00 main:574] : INFO : Epoch 1628 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1530.8 ms [2021-12-02 22:39:01 main:574] : INFO : Epoch 1629 | loss: 0.031247 | val_loss: 0.0312471 | Time: 1531.98 ms [2021-12-02 22:39:03 main:574] : INFO : Epoch 1630 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1514.79 ms [2021-12-02 22:39:04 main:574] : INFO : Epoch 1631 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1519.11 ms [2021-12-02 22:39:06 main:574] : INFO : Epoch 1632 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1504.37 ms [2021-12-02 22:39:07 main:574] : INFO : Epoch 1633 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1531.8 ms [2021-12-02 22:39:09 main:574] : INFO : Epoch 1634 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1522.3 ms [2021-12-02 22:39:10 main:574] : INFO : Epoch 1635 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1517.47 ms [2021-12-02 22:39:12 main:574] : INFO : Epoch 1636 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1537.57 ms [2021-12-02 22:39:14 main:574] : INFO : Epoch 1637 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1529.32 ms [2021-12-02 22:39:15 main:574] : INFO : Epoch 1638 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1513.1 ms [2021-12-02 22:39:17 main:574] : INFO : Epoch 1639 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1507.6 ms [2021-12-02 22:39:18 main:574] : INFO : Epoch 1640 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1509.63 ms [2021-12-02 22:39:20 main:574] : INFO : Epoch 1641 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1530.8 ms [2021-12-02 22:39:21 main:574] : INFO : Epoch 1642 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 1494.51 ms [2021-12-02 22:39:23 main:574] : INFO : Epoch 1643 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1503.19 ms [2021-12-02 22:39:24 main:574] : INFO : Epoch 1644 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1522.07 ms [2021-12-02 22:39:26 main:574] : INFO : Epoch 1645 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1508.31 ms [2021-12-02 22:39:27 main:574] : INFO : Epoch 1646 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 1508.47 ms [2021-12-02 22:39:29 main:574] : INFO : Epoch 1647 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1489.95 ms [2021-12-02 22:39:30 main:574] : INFO : Epoch 1648 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1514.82 ms [2021-12-02 22:39:32 main:574] : INFO : Epoch 1649 | loss: 0.0312476 | val_loss: 0.031247 | Time: 1501.02 ms [2021-12-02 22:39:33 main:574] : INFO : Epoch 1650 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1506.93 ms [2021-12-02 22:39:35 main:574] : INFO : Epoch 1651 | loss: 0.0312477 | val_loss: 0.0312506 | Time: 1530.97 ms [2021-12-02 22:39:36 main:574] : INFO : Epoch 1652 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1511.37 ms [2021-12-02 22:39:38 main:574] : INFO : Epoch 1653 | loss: 0.031248 | val_loss: 0.0312463 | Time: 1517.65 ms [2021-12-02 22:39:39 main:574] : INFO : Epoch 1654 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 1515.09 ms [2021-12-02 22:39:41 main:574] : INFO : Epoch 1655 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1500.16 ms [2021-12-02 22:39:42 main:574] : INFO : Epoch 1656 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1550.14 ms [2021-12-02 22:39:44 main:574] : INFO : Epoch 1657 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1509.61 ms [2021-12-02 22:39:45 main:574] : INFO : Epoch 1658 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1509.5 ms [2021-12-02 22:39:47 main:574] : INFO : Epoch 1659 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1509.84 ms [2021-12-02 22:39:48 main:574] : INFO : Epoch 1660 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1506.44 ms [2021-12-02 22:39:50 main:574] : INFO : Epoch 1661 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 1525.53 ms [2021-12-02 22:39:52 main:574] : INFO : Epoch 1662 | loss: 0.0312493 | val_loss: 0.0312466 | Time: 1515.62 ms [2021-12-02 22:39:53 main:574] : INFO : Epoch 1663 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1511.29 ms [2021-12-02 22:39:55 main:574] : INFO : Epoch 1664 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 1499.38 ms [2021-12-02 22:39:56 main:574] : INFO : Epoch 1665 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1503.06 ms [2021-12-02 22:39:58 main:574] : INFO : Epoch 1666 | loss: 0.0312486 | val_loss: 0.0312463 | Time: 1537.68 ms [2021-12-02 22:39:59 main:574] : INFO : Epoch 1667 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1490.4 ms [2021-12-02 22:40:01 main:574] : INFO : Epoch 1668 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1499.05 ms [2021-12-02 22:40:02 main:574] : INFO : Epoch 1669 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1501.73 ms [2021-12-02 22:40:04 main:574] : INFO : Epoch 1670 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1525.2 ms [2021-12-02 22:40:05 main:574] : INFO : Epoch 1671 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1474.3 ms [2021-12-02 22:40:07 main:574] : INFO : Epoch 1672 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1521.09 ms [2021-12-02 22:40:08 main:574] : INFO : Epoch 1673 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1520.81 ms [2021-12-02 22:40:10 main:574] : INFO : Epoch 1674 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1500.63 ms [2021-12-02 22:40:11 main:574] : INFO : Epoch 1675 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1508.76 ms [2021-12-02 22:40:13 main:574] : INFO : Epoch 1676 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1514.08 ms [2021-12-02 22:40:14 main:574] : INFO : Epoch 1677 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1498.77 ms [2021-12-02 22:40:16 main:574] : INFO : Epoch 1678 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1511.98 ms [2021-12-02 22:40:17 main:574] : INFO : Epoch 1679 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1538.13 ms [2021-12-02 22:40:19 main:574] : INFO : Epoch 1680 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 1509.57 ms [2021-12-02 22:40:20 main:574] : INFO : Epoch 1681 | loss: 0.0312478 | val_loss: 0.0312461 | Time: 1501.59 ms [2021-12-02 22:40:22 main:574] : INFO : Epoch 1682 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1508.57 ms [2021-12-02 22:40:23 main:574] : INFO : Epoch 1683 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1502.11 ms [2021-12-02 22:40:25 main:574] : INFO : Epoch 1684 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1494.14 ms [2021-12-02 22:40:26 main:574] : INFO : Epoch 1685 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1518.84 ms [2021-12-02 22:40:28 main:574] : INFO : Epoch 1686 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1545.89 ms [2021-12-02 22:40:29 main:574] : INFO : Epoch 1687 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1508.79 ms [2021-12-02 22:40:31 main:574] : INFO : Epoch 1688 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1493.28 ms [2021-12-02 22:40:32 main:574] : INFO : Epoch 1689 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1502.64 ms [2021-12-02 22:40:34 main:574] : INFO : Epoch 1690 | loss: 0.0312482 | val_loss: 0.0312463 | Time: 1516.51 ms [2021-12-02 22:40:35 main:574] : INFO : Epoch 1691 | loss: 0.0312481 | val_loss: 0.0312463 | Time: 1532.23 ms [2021-12-02 22:40:37 main:574] : INFO : Epoch 1692 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1519.64 ms [2021-12-02 22:40:39 main:574] : INFO : Epoch 1693 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1522.44 ms [2021-12-02 22:40:40 main:574] : INFO : Epoch 1694 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1517.35 ms [2021-12-02 22:40:42 main:574] : INFO : Epoch 1695 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1532.22 ms [2021-12-02 22:40:43 main:574] : INFO : Epoch 1696 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1507.68 ms [2021-12-02 22:40:45 main:574] : INFO : Epoch 1697 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1512.53 ms [2021-12-02 22:40:46 main:574] : INFO : Epoch 1698 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1528.45 ms [2021-12-02 22:40:48 main:574] : INFO : Epoch 1699 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1504.76 ms [2021-12-02 22:40:49 main:574] : INFO : Epoch 1700 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1496.35 ms [2021-12-02 22:40:51 main:574] : INFO : Epoch 1701 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1497.36 ms [2021-12-02 22:40:52 main:574] : INFO : Epoch 1702 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1512.64 ms [2021-12-02 22:40:54 main:574] : INFO : Epoch 1703 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 1513.15 ms [2021-12-02 22:40:55 main:574] : INFO : Epoch 1704 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1511.61 ms [2021-12-02 22:40:57 main:574] : INFO : Epoch 1705 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1477.96 ms [2021-12-02 22:40:58 main:574] : INFO : Epoch 1706 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1493.04 ms [2021-12-02 22:41:00 main:574] : INFO : Epoch 1707 | loss: 0.0312483 | val_loss: 0.0312465 | Time: 1529.94 ms [2021-12-02 22:41:01 main:574] : INFO : Epoch 1708 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1507.05 ms [2021-12-02 22:41:03 main:574] : INFO : Epoch 1709 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1515.17 ms [2021-12-02 22:41:04 main:574] : INFO : Epoch 1710 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1514.15 ms [2021-12-02 22:41:06 main:574] : INFO : Epoch 1711 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1519.42 ms [2021-12-02 22:41:07 main:574] : INFO : Epoch 1712 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1534.9 ms [2021-12-02 22:41:09 main:574] : INFO : Epoch 1713 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1532.47 ms [2021-12-02 22:41:10 main:574] : INFO : Epoch 1714 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1502.69 ms [2021-12-02 22:41:12 main:574] : INFO : Epoch 1715 | loss: 0.0312486 | val_loss: 0.0312464 | Time: 1500.57 ms [2021-12-02 22:41:13 main:574] : INFO : Epoch 1716 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1511.78 ms [2021-12-02 22:41:15 main:574] : INFO : Epoch 1717 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1579.85 ms [2021-12-02 22:41:17 main:574] : INFO : Epoch 1718 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1523.05 ms [2021-12-02 22:41:18 main:574] : INFO : Epoch 1719 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1549.93 ms [2021-12-02 22:41:20 main:574] : INFO : Epoch 1720 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 1628.85 ms [2021-12-02 22:41:21 main:574] : INFO : Epoch 1721 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1595.18 ms [2021-12-02 22:41:23 main:574] : INFO : Epoch 1722 | loss: 0.031248 | val_loss: 0.0312462 | Time: 1594.56 ms [2021-12-02 22:41:25 main:574] : INFO : Epoch 1723 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1581.99 ms [2021-12-02 22:41:26 main:574] : INFO : Epoch 1724 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 1518.13 ms [2021-12-02 22:41:28 main:574] : INFO : Epoch 1725 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1505.22 ms [2021-12-02 22:41:29 main:574] : INFO : Epoch 1726 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1506.03 ms [2021-12-02 22:41:31 main:574] : INFO : Epoch 1727 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1534.36 ms [2021-12-02 22:41:32 main:574] : INFO : Epoch 1728 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1476.13 ms [2021-12-02 22:41:34 main:574] : INFO : Epoch 1729 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1498.84 ms [2021-12-02 22:41:35 main:574] : INFO : Epoch 1730 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1521.66 ms [2021-12-02 22:41:37 main:574] : INFO : Epoch 1731 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1492.9 ms [2021-12-02 22:41:38 main:574] : INFO : Epoch 1732 | loss: 0.031248 | val_loss: 0.0312465 | Time: 1512.23 ms [2021-12-02 22:41:40 main:574] : INFO : Epoch 1733 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1505.67 ms [2021-12-02 22:41:41 main:574] : INFO : Epoch 1734 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1501.23 ms [2021-12-02 22:41:43 main:574] : INFO : Epoch 1735 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1533.34 ms [2021-12-02 22:41:44 main:574] : INFO : Epoch 1736 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1512.26 ms [2021-12-02 22:41:46 main:574] : INFO : Epoch 1737 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1540.88 ms [2021-12-02 22:41:47 main:574] : INFO : Epoch 1738 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1520.29 ms [2021-12-02 22:41:49 main:574] : INFO : Epoch 1739 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1524.44 ms [2021-12-02 22:41:50 main:574] : INFO : Epoch 1740 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1491.36 ms [2021-12-02 22:41:52 main:574] : INFO : Epoch 1741 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1507.56 ms [2021-12-02 22:41:53 main:574] : INFO : Epoch 1742 | loss: 0.0312472 | val_loss: 0.031248 | Time: 1517.86 ms [2021-12-02 22:41:55 main:574] : INFO : Epoch 1743 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 1496.3 ms [2021-12-02 22:41:56 main:574] : INFO : Epoch 1744 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 1514.08 ms [2021-12-02 22:41:58 main:574] : INFO : Epoch 1745 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1501.07 ms [2021-12-02 22:41:59 main:574] : INFO : Epoch 1746 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 1517.55 ms [2021-12-02 22:42:01 main:574] : INFO : Epoch 1747 | loss: 0.0312486 | val_loss: 0.0312465 | Time: 1489.6 ms [2021-12-02 22:42:02 main:574] : INFO : Epoch 1748 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1533.9 ms [2021-12-02 22:42:04 main:574] : INFO : Epoch 1749 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1508.94 ms [2021-12-02 22:42:06 main:574] : INFO : Epoch 1750 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1515.77 ms [2021-12-02 22:42:07 main:574] : INFO : Epoch 1751 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1509.72 ms [2021-12-02 22:42:09 main:574] : INFO : Epoch 1752 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1504.21 ms [2021-12-02 22:42:10 main:574] : INFO : Epoch 1753 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1496.23 ms [2021-12-02 22:42:12 main:574] : INFO : Epoch 1754 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 1560.03 ms [2021-12-02 22:42:13 main:574] : INFO : Epoch 1755 | loss: 0.0312483 | val_loss: 0.031247 | Time: 1541.49 ms [2021-12-02 22:42:15 main:574] : INFO : Epoch 1756 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 1514.27 ms [2021-12-02 22:42:16 main:574] : INFO : Epoch 1757 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1501.7 ms [2021-12-02 22:42:18 main:574] : INFO : Epoch 1758 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1503.15 ms [2021-12-02 22:42:19 main:574] : INFO : Epoch 1759 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1511.68 ms [2021-12-02 22:42:21 main:574] : INFO : Epoch 1760 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 1499.07 ms [2021-12-02 22:42:22 main:574] : INFO : Epoch 1761 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1505.7 ms [2021-12-02 22:42:24 main:574] : INFO : Epoch 1762 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1522.8 ms [2021-12-02 22:42:25 main:574] : INFO : Epoch 1763 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1514.71 ms [2021-12-02 22:42:27 main:574] : INFO : Epoch 1764 | loss: 0.0312492 | val_loss: 0.0312466 | Time: 1513.88 ms [2021-12-02 22:42:28 main:574] : INFO : Epoch 1765 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1507.91 ms [2021-12-02 22:42:30 main:574] : INFO : Epoch 1766 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1529.17 ms [2021-12-02 22:42:31 main:574] : INFO : Epoch 1767 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1505 ms [2021-12-02 22:42:33 main:574] : INFO : Epoch 1768 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1534.95 ms [2021-12-02 22:42:34 main:574] : INFO : Epoch 1769 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 1538.21 ms [2021-12-02 22:42:36 main:574] : INFO : Epoch 1770 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1519.65 ms [2021-12-02 22:42:37 main:574] : INFO : Epoch 1771 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1499.36 ms [2021-12-02 22:42:39 main:574] : INFO : Epoch 1772 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1496.22 ms [2021-12-02 22:42:41 main:574] : INFO : Epoch 1773 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1508.25 ms [2021-12-02 22:42:42 main:574] : INFO : Epoch 1774 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1515.04 ms [2021-12-02 22:42:44 main:574] : INFO : Epoch 1775 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1499.96 ms [2021-12-02 22:42:45 main:574] : INFO : Epoch 1776 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1523.39 ms [2021-12-02 22:42:47 main:574] : INFO : Epoch 1777 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1519.1 ms [2021-12-02 22:42:48 main:574] : INFO : Epoch 1778 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1537.76 ms [2021-12-02 22:42:50 main:574] : INFO : Epoch 1779 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1527.41 ms [2021-12-02 22:42:51 main:574] : INFO : Epoch 1780 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1532.54 ms [2021-12-02 22:42:53 main:574] : INFO : Epoch 1781 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1481.75 ms [2021-12-02 22:42:54 main:574] : INFO : Epoch 1782 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1537.21 ms [2021-12-02 22:42:56 main:574] : INFO : Epoch 1783 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1498.65 ms [2021-12-02 22:42:57 main:574] : INFO : Epoch 1784 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1536.78 ms [2021-12-02 22:42:59 main:574] : INFO : Epoch 1785 | loss: 0.0312474 | val_loss: 0.0312506 | Time: 1502.23 ms [2021-12-02 22:43:00 main:574] : INFO : Epoch 1786 | loss: 0.0312483 | val_loss: 0.0312461 | Time: 1508.09 ms [2021-12-02 22:43:02 main:574] : INFO : Epoch 1787 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1510.26 ms [2021-12-02 22:43:03 main:574] : INFO : Epoch 1788 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1513.2 ms [2021-12-02 22:43:05 main:574] : INFO : Epoch 1789 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1508.71 ms [2021-12-02 22:43:06 main:574] : INFO : Epoch 1790 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1522.09 ms [2021-12-02 22:43:08 main:574] : INFO : Epoch 1791 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1515.37 ms [2021-12-02 22:43:09 main:574] : INFO : Epoch 1792 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1517.32 ms [2021-12-02 22:43:11 main:574] : INFO : Epoch 1793 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 1547.76 ms [2021-12-02 22:43:13 main:574] : INFO : Epoch 1794 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1518.34 ms [2021-12-02 22:43:14 main:574] : INFO : Epoch 1795 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1508.67 ms [2021-12-02 22:43:16 main:574] : INFO : Epoch 1796 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1495.5 ms [2021-12-02 22:43:17 main:574] : INFO : Epoch 1797 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1532.77 ms [2021-12-02 22:43:19 main:574] : INFO : Epoch 1798 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1545.31 ms [2021-12-02 22:43:20 main:574] : INFO : Epoch 1799 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1541.18 ms [2021-12-02 22:43:22 main:574] : INFO : Epoch 1800 | loss: 0.0312476 | val_loss: 0.0312503 | Time: 1497.41 ms [2021-12-02 22:43:23 main:574] : INFO : Epoch 1801 | loss: 0.0312489 | val_loss: 0.0312472 | Time: 1509.94 ms [2021-12-02 22:43:25 main:574] : INFO : Epoch 1802 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1524.61 ms [2021-12-02 22:43:26 main:574] : INFO : Epoch 1803 | loss: 0.031248 | val_loss: 0.0312463 | Time: 1550.2 ms [2021-12-02 22:43:28 main:574] : INFO : Epoch 1804 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1505.6 ms [2021-12-02 22:43:29 main:574] : INFO : Epoch 1805 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 1518.51 ms [2021-12-02 22:43:31 main:574] : INFO : Epoch 1806 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1516.93 ms [2021-12-02 22:43:32 main:574] : INFO : Epoch 1807 | loss: 0.0312484 | val_loss: 0.0312461 | Time: 1513.73 ms [2021-12-02 22:43:34 main:574] : INFO : Epoch 1808 | loss: 0.0312502 | val_loss: 0.0312472 | Time: 1519.93 ms [2021-12-02 22:43:35 main:574] : INFO : Epoch 1809 | loss: 0.0312485 | val_loss: 0.0312467 | Time: 1542.27 ms [2021-12-02 22:43:37 main:574] : INFO : Epoch 1810 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 1516.97 ms [2021-12-02 22:43:39 main:574] : INFO : Epoch 1811 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1548.29 ms [2021-12-02 22:43:40 main:574] : INFO : Epoch 1812 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1512.9 ms [2021-12-02 22:43:42 main:574] : INFO : Epoch 1813 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1503.94 ms [2021-12-02 22:43:43 main:574] : INFO : Epoch 1814 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1510.12 ms [2021-12-02 22:43:45 main:574] : INFO : Epoch 1815 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1504.27 ms [2021-12-02 22:43:46 main:574] : INFO : Epoch 1816 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1510.49 ms [2021-12-02 22:43:48 main:574] : INFO : Epoch 1817 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1501.67 ms [2021-12-02 22:43:49 main:574] : INFO : Epoch 1818 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1514.7 ms [2021-12-02 22:43:51 main:574] : INFO : Epoch 1819 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1510.61 ms [2021-12-02 22:43:52 main:574] : INFO : Epoch 1820 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1556.38 ms [2021-12-02 22:43:54 main:574] : INFO : Epoch 1821 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1555.69 ms [2021-12-02 22:43:55 main:574] : INFO : Epoch 1822 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 1531.32 ms [2021-12-02 22:43:57 main:574] : INFO : Epoch 1823 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1513.4 ms [2021-12-02 22:43:58 main:574] : INFO : Epoch 1824 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1513.27 ms [2021-12-02 22:44:00 main:574] : INFO : Epoch 1825 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1519.76 ms [2021-12-02 22:44:01 main:574] : INFO : Epoch 1826 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1505.03 ms [2021-12-02 22:44:03 main:574] : INFO : Epoch 1827 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1524.19 ms [2021-12-02 22:44:04 main:574] : INFO : Epoch 1828 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1490.1 ms [2021-12-02 22:44:06 main:574] : INFO : Epoch 1829 | loss: 0.0312485 | val_loss: 0.0312464 | Time: 1510.34 ms [2021-12-02 22:44:07 main:574] : INFO : Epoch 1830 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1523 ms [2021-12-02 22:44:09 main:574] : INFO : Epoch 1831 | loss: 0.031249 | val_loss: 0.0312467 | Time: 1505.53 ms [2021-12-02 22:44:10 main:574] : INFO : Epoch 1832 | loss: 0.0312487 | val_loss: 0.031247 | Time: 1519.64 ms [2021-12-02 22:44:12 main:574] : INFO : Epoch 1833 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1518 ms [2021-12-02 22:44:14 main:574] : INFO : Epoch 1834 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1520.22 ms [2021-12-02 22:44:15 main:574] : INFO : Epoch 1835 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1558.32 ms [2021-12-02 22:44:17 main:574] : INFO : Epoch 1836 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1520.28 ms [2021-12-02 22:44:18 main:574] : INFO : Epoch 1837 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1518.46 ms [2021-12-02 22:44:20 main:574] : INFO : Epoch 1838 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1511.96 ms [2021-12-02 22:44:21 main:574] : INFO : Epoch 1839 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 1500.77 ms [2021-12-02 22:44:23 main:574] : INFO : Epoch 1840 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1509.89 ms [2021-12-02 22:44:24 main:574] : INFO : Epoch 1841 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 1509.96 ms [2021-12-02 22:44:26 main:574] : INFO : Epoch 1842 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1508.58 ms [2021-12-02 22:44:27 main:574] : INFO : Epoch 1843 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 1510.98 ms [2021-12-02 22:44:29 main:574] : INFO : Epoch 1844 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1517.74 ms [2021-12-02 22:44:30 main:574] : INFO : Epoch 1845 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1489.73 ms [2021-12-02 22:44:32 main:574] : INFO : Epoch 1846 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1497.52 ms [2021-12-02 22:44:33 main:574] : INFO : Epoch 1847 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 1512.89 ms [2021-12-02 22:44:35 main:574] : INFO : Epoch 1848 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1546.42 ms [2021-12-02 22:44:36 main:574] : INFO : Epoch 1849 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1513.13 ms [2021-12-02 22:44:38 main:574] : INFO : Epoch 1850 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1500.51 ms [2021-12-02 22:44:39 main:574] : INFO : Epoch 1851 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1496.4 ms [2021-12-02 22:44:41 main:574] : INFO : Epoch 1852 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1507.12 ms [2021-12-02 22:44:42 main:574] : INFO : Epoch 1853 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1495.39 ms [2021-12-02 22:44:44 main:574] : INFO : Epoch 1854 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1531.02 ms [2021-12-02 22:44:45 main:574] : INFO : Epoch 1855 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1500.87 ms [2021-12-02 22:44:47 main:574] : INFO : Epoch 1856 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1509.67 ms [2021-12-02 22:44:48 main:574] : INFO : Epoch 1857 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1505.45 ms [2021-12-02 22:44:50 main:574] : INFO : Epoch 1858 | loss: 0.0312488 | val_loss: 0.0312466 | Time: 1513.11 ms [2021-12-02 22:44:51 main:574] : INFO : Epoch 1859 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1510.03 ms [2021-12-02 22:44:53 main:574] : INFO : Epoch 1860 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1505.86 ms [2021-12-02 22:44:55 main:574] : INFO : Epoch 1861 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1543.21 ms [2021-12-02 22:44:56 main:574] : INFO : Epoch 1862 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1527.71 ms [2021-12-02 22:44:58 main:574] : INFO : Epoch 1863 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 1519.4 ms [2021-12-02 22:44:59 main:574] : INFO : Epoch 1864 | loss: 0.0312485 | val_loss: 0.0312465 | Time: 1510.44 ms [2021-12-02 22:45:01 main:574] : INFO : Epoch 1865 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 1508.52 ms [2021-12-02 22:45:02 main:574] : INFO : Epoch 1866 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1506.54 ms [2021-12-02 22:45:04 main:574] : INFO : Epoch 1867 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1530.89 ms [2021-12-02 22:45:05 main:574] : INFO : Epoch 1868 | loss: 0.0312482 | val_loss: 0.0312462 | Time: 1503.63 ms [2021-12-02 22:45:07 main:574] : INFO : Epoch 1869 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1535.01 ms [2021-12-02 22:45:08 main:574] : INFO : Epoch 1870 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1500.73 ms [2021-12-02 22:45:10 main:574] : INFO : Epoch 1871 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1505.64 ms [2021-12-02 22:45:11 main:574] : INFO : Epoch 1872 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1484.78 ms [2021-12-02 22:45:13 main:574] : INFO : Epoch 1873 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1506.65 ms [2021-12-02 22:45:14 main:574] : INFO : Epoch 1874 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1501.58 ms [2021-12-02 22:45:16 main:574] : INFO : Epoch 1875 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1501.39 ms [2021-12-02 22:45:17 main:574] : INFO : Epoch 1876 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1510.13 ms [2021-12-02 22:45:19 main:574] : INFO : Epoch 1877 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 1540.2 ms [2021-12-02 22:45:20 main:574] : INFO : Epoch 1878 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1508.64 ms [2021-12-02 22:45:22 main:574] : INFO : Epoch 1879 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1497.59 ms [2021-12-02 22:45:23 main:574] : INFO : Epoch 1880 | loss: 0.0312481 | val_loss: 0.0312526 | Time: 1528.08 ms [2021-12-02 22:45:25 main:574] : INFO : Epoch 1881 | loss: 0.0312497 | val_loss: 0.0312463 | Time: 1507.05 ms [2021-12-02 22:45:26 main:574] : INFO : Epoch 1882 | loss: 0.0312487 | val_loss: 0.0312466 | Time: 1551.38 ms [2021-12-02 22:45:28 main:574] : INFO : Epoch 1883 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1498.53 ms [2021-12-02 22:45:29 main:574] : INFO : Epoch 1884 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1503.95 ms [2021-12-02 22:45:31 main:574] : INFO : Epoch 1885 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1505.69 ms [2021-12-02 22:45:33 main:574] : INFO : Epoch 1886 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1513.79 ms [2021-12-02 22:45:34 main:574] : INFO : Epoch 1887 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1508.53 ms [2021-12-02 22:45:36 main:574] : INFO : Epoch 1888 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1519.69 ms [2021-12-02 22:45:37 main:574] : INFO : Epoch 1889 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1497.65 ms [2021-12-02 22:45:39 main:574] : INFO : Epoch 1890 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1505.33 ms [2021-12-02 22:45:40 main:574] : INFO : Epoch 1891 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 1498.76 ms [2021-12-02 22:45:42 main:574] : INFO : Epoch 1892 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1474.29 ms [2021-12-02 22:45:43 main:574] : INFO : Epoch 1893 | loss: 0.0312474 | val_loss: 0.031246 | Time: 1522.66 ms [2021-12-02 22:45:45 main:574] : INFO : Epoch 1894 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1518.93 ms [2021-12-02 22:45:46 main:574] : INFO : Epoch 1895 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1512 ms [2021-12-02 22:45:48 main:574] : INFO : Epoch 1896 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 1494.9 ms [2021-12-02 22:45:49 main:574] : INFO : Epoch 1897 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1517.18 ms [2021-12-02 22:45:51 main:574] : INFO : Epoch 1898 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1501.46 ms [2021-12-02 22:45:52 main:574] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1499.55 ms [2021-12-02 22:45:54 main:574] : INFO : Epoch 1900 | loss: 0.0312492 | val_loss: 0.0312465 | Time: 1493.57 ms [2021-12-02 22:45:55 main:574] : INFO : Epoch 1901 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1507.8 ms [2021-12-02 22:45:57 main:574] : INFO : Epoch 1902 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1508.07 ms [2021-12-02 22:45:58 main:574] : INFO : Epoch 1903 | loss: 0.0312474 | val_loss: 0.031247 | Time: 1499.94 ms [2021-12-02 22:46:00 main:574] : INFO : Epoch 1904 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1506.51 ms [2021-12-02 22:46:01 main:574] : INFO : Epoch 1905 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1514.24 ms [2021-12-02 22:46:03 main:574] : INFO : Epoch 1906 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1528.34 ms [2021-12-02 22:46:04 main:574] : INFO : Epoch 1907 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1520.38 ms [2021-12-02 22:46:06 main:574] : INFO : Epoch 1908 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1552.57 ms [2021-12-02 22:46:07 main:574] : INFO : Epoch 1909 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1511.96 ms [2021-12-02 22:46:09 main:574] : INFO : Epoch 1910 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1515 ms [2021-12-02 22:46:10 main:574] : INFO : Epoch 1911 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1519.29 ms [2021-12-02 22:46:12 main:574] : INFO : Epoch 1912 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1498.61 ms [2021-12-02 22:46:13 main:574] : INFO : Epoch 1913 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1499.76 ms [2021-12-02 22:46:15 main:574] : INFO : Epoch 1914 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1518.83 ms [2021-12-02 22:46:16 main:574] : INFO : Epoch 1915 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 1505.11 ms [2021-12-02 22:46:18 main:574] : INFO : Epoch 1916 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 1505.21 ms [2021-12-02 22:46:20 main:574] : INFO : Epoch 1917 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1514.32 ms [2021-12-02 22:46:21 main:574] : INFO : Epoch 1918 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 1507.46 ms [2021-12-02 22:46:23 main:574] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312487 | Time: 1537.49 ms [2021-12-02 22:46:24 main:574] : INFO : Epoch 1920 | loss: 0.0312489 | val_loss: 0.0312468 | Time: 1501.07 ms [2021-12-02 22:46:26 main:574] : INFO : Epoch 1921 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1477.31 ms [2021-12-02 22:46:27 main:574] : INFO : Epoch 1922 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 1524.89 ms [2021-12-02 22:46:29 main:574] : INFO : Epoch 1923 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1538.88 ms [2021-12-02 22:46:30 main:574] : INFO : Epoch 1924 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1508.16 ms [2021-12-02 22:46:32 main:574] : INFO : Epoch 1925 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1509.96 ms [2021-12-02 22:46:33 main:574] : INFO : Epoch 1926 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1510.91 ms [2021-12-02 22:46:35 main:574] : INFO : Epoch 1927 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1492.29 ms [2021-12-02 22:46:36 main:574] : INFO : Epoch 1928 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1498.02 ms [2021-12-02 22:46:38 main:574] : INFO : Epoch 1929 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1506.95 ms [2021-12-02 22:46:39 main:574] : INFO : Epoch 1930 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1517 ms [2021-12-02 22:46:41 main:574] : INFO : Epoch 1931 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1519.88 ms [2021-12-02 22:46:42 main:574] : INFO : Epoch 1932 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1500.02 ms [2021-12-02 22:46:44 main:574] : INFO : Epoch 1933 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1509.11 ms [2021-12-02 22:46:45 main:574] : INFO : Epoch 1934 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1515.07 ms [2021-12-02 22:46:47 main:574] : INFO : Epoch 1935 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 1523.11 ms [2021-12-02 22:46:48 main:574] : INFO : Epoch 1936 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1558.8 ms [2021-12-02 22:46:50 main:574] : INFO : Epoch 1937 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1516.31 ms [2021-12-02 22:46:51 main:574] : INFO : Epoch 1938 | loss: 0.0312486 | val_loss: 0.031251 | Time: 1503.85 ms [2021-12-02 22:46:53 main:574] : INFO : Epoch 1939 | loss: 0.0312507 | val_loss: 0.031312 | Time: 1510.73 ms [2021-12-02 22:46:54 main:574] : INFO : Epoch 1940 | loss: 0.0326789 | val_loss: 0.0351611 | Time: 1504.56 ms [2021-12-02 22:46:56 main:574] : INFO : Epoch 1941 | loss: 0.0320093 | val_loss: 0.0314448 | Time: 1510.71 ms [2021-12-02 22:46:58 main:574] : INFO : Epoch 1942 | loss: 0.0313618 | val_loss: 0.0312881 | Time: 1542.13 ms [2021-12-02 22:46:59 main:574] : INFO : Epoch 1943 | loss: 0.0312643 | val_loss: 0.0312544 | Time: 1515 ms [2021-12-02 22:47:01 main:574] : INFO : Epoch 1944 | loss: 0.0312526 | val_loss: 0.0312498 | Time: 1504.91 ms [2021-12-02 22:47:02 main:574] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.0312488 | Time: 1502.56 ms [2021-12-02 22:47:04 main:574] : INFO : Epoch 1946 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1535.55 ms [2021-12-02 22:47:05 main:574] : INFO : Epoch 1947 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1518.62 ms [2021-12-02 22:47:07 main:574] : INFO : Epoch 1948 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1486.68 ms [2021-12-02 22:47:08 main:574] : INFO : Epoch 1949 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1523.93 ms [2021-12-02 22:47:10 main:574] : INFO : Epoch 1950 | loss: 0.031248 | val_loss: 0.0312467 | Time: 1509.76 ms [2021-12-02 22:47:11 main:574] : INFO : Epoch 1951 | loss: 0.0312489 | val_loss: 0.0312468 | Time: 1516.37 ms [2021-12-02 22:47:13 main:574] : INFO : Epoch 1952 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1516.81 ms [2021-12-02 22:47:14 main:574] : INFO : Epoch 1953 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1528.01 ms [2021-12-02 22:47:16 main:574] : INFO : Epoch 1954 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1496.49 ms [2021-12-02 22:47:17 main:574] : INFO : Epoch 1955 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1518.1 ms [2021-12-02 22:47:19 main:574] : INFO : Epoch 1956 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1515.01 ms [2021-12-02 22:47:20 main:574] : INFO : Epoch 1957 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1530.02 ms [2021-12-02 22:47:22 main:574] : INFO : Epoch 1958 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1497.84 ms [2021-12-02 22:47:23 main:574] : INFO : Epoch 1959 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1510.99 ms [2021-12-02 22:47:25 main:574] : INFO : Epoch 1960 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1531.97 ms [2021-12-02 22:47:26 main:574] : INFO : Epoch 1961 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1523.16 ms [2021-12-02 22:47:28 main:574] : INFO : Epoch 1962 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1510.97 ms [2021-12-02 22:47:29 main:574] : INFO : Epoch 1963 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1531.82 ms [2021-12-02 22:47:31 main:574] : INFO : Epoch 1964 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1527.79 ms [2021-12-02 22:47:33 main:574] : INFO : Epoch 1965 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1518.85 ms [2021-12-02 22:47:34 main:574] : INFO : Epoch 1966 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1500.99 ms [2021-12-02 22:47:36 main:574] : INFO : Epoch 1967 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1542.02 ms [2021-12-02 22:47:37 main:574] : INFO : Epoch 1968 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1478.56 ms [2021-12-02 22:47:39 main:574] : INFO : Epoch 1969 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1522.53 ms [2021-12-02 22:47:40 main:574] : INFO : Epoch 1970 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1483.99 ms [2021-12-02 22:47:42 main:574] : INFO : Epoch 1971 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1511.42 ms [2021-12-02 22:47:43 main:574] : INFO : Epoch 1972 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1495.75 ms [2021-12-02 22:47:45 main:574] : INFO : Epoch 1973 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1534.72 ms [2021-12-02 22:47:46 main:574] : INFO : Epoch 1974 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1512.93 ms [2021-12-02 22:47:48 main:574] : INFO : Epoch 1975 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1515.54 ms [2021-12-02 22:47:49 main:574] : INFO : Epoch 1976 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1502.75 ms [2021-12-02 22:47:51 main:574] : INFO : Epoch 1977 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1522.56 ms [2021-12-02 22:47:52 main:574] : INFO : Epoch 1978 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1517.77 ms [2021-12-02 22:47:54 main:574] : INFO : Epoch 1979 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1539.61 ms [2021-12-02 22:47:55 main:574] : INFO : Epoch 1980 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1499.69 ms [2021-12-02 22:47:57 main:574] : INFO : Epoch 1981 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1512.37 ms [2021-12-02 22:47:58 main:574] : INFO : Epoch 1982 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1540.17 ms [2021-12-02 22:48:00 main:574] : INFO : Epoch 1983 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1518.32 ms [2021-12-02 22:48:01 main:574] : INFO : Epoch 1984 | loss: 0.0312487 | val_loss: 0.0312468 | Time: 1463.47 ms [2021-12-02 22:48:03 main:574] : INFO : Epoch 1985 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1493.87 ms [2021-12-02 22:48:04 main:574] : INFO : Epoch 1986 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1504.92 ms [2021-12-02 22:48:06 main:574] : INFO : Epoch 1987 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1530.32 ms [2021-12-02 22:48:07 main:574] : INFO : Epoch 1988 | loss: 0.0312496 | val_loss: 0.0312476 | Time: 1509.19 ms [2021-12-02 22:48:09 main:574] : INFO : Epoch 1989 | loss: 0.031248 | val_loss: 0.031247 | Time: 1539.76 ms [2021-12-02 22:48:11 main:574] : INFO : Epoch 1990 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 1514.85 ms [2021-12-02 22:48:12 main:574] : INFO : Epoch 1991 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1537.47 ms [2021-12-02 22:48:14 main:574] : INFO : Epoch 1992 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1517.58 ms [2021-12-02 22:48:15 main:574] : INFO : Epoch 1993 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 1513.99 ms [2021-12-02 22:48:17 main:574] : INFO : Epoch 1994 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1511.23 ms [2021-12-02 22:48:18 main:574] : INFO : Epoch 1995 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1522.42 ms [2021-12-02 22:48:20 main:574] : INFO : Epoch 1996 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1522.11 ms [2021-12-02 22:48:21 main:574] : INFO : Epoch 1997 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1483.13 ms [2021-12-02 22:48:23 main:574] : INFO : Epoch 1998 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1502.38 ms [2021-12-02 22:48:24 main:574] : INFO : Epoch 1999 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1490.73 ms [2021-12-02 22:48:26 main:574] : INFO : Epoch 2000 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1540.08 ms [2021-12-02 22:48:27 main:574] : INFO : Epoch 2001 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1504.78 ms [2021-12-02 22:48:29 main:574] : INFO : Epoch 2002 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1514.12 ms [2021-12-02 22:48:30 main:574] : INFO : Epoch 2003 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 1509.25 ms [2021-12-02 22:48:32 main:574] : INFO : Epoch 2004 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1530.58 ms [2021-12-02 22:48:33 main:574] : INFO : Epoch 2005 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1509.12 ms [2021-12-02 22:48:35 main:574] : INFO : Epoch 2006 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1535.48 ms [2021-12-02 22:48:36 main:574] : INFO : Epoch 2007 | loss: 0.031248 | val_loss: 0.0312466 | Time: 1508.4 ms [2021-12-02 22:48:38 main:574] : INFO : Epoch 2008 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 1507.1 ms [2021-12-02 22:48:39 main:574] : INFO : Epoch 2009 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 1527.05 ms [2021-12-02 22:48:41 main:574] : INFO : Epoch 2010 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1472.85 ms [2021-12-02 22:48:42 main:574] : INFO : Epoch 2011 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1505.89 ms [2021-12-02 22:48:44 main:574] : INFO : Epoch 2012 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1495.42 ms [2021-12-02 22:48:45 main:574] : INFO : Epoch 2013 | loss: 0.0312475 | val_loss: 0.031248 | Time: 1516.1 ms [2021-12-02 22:48:47 main:574] : INFO : Epoch 2014 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1507.97 ms [2021-12-02 22:48:48 main:574] : INFO : Epoch 2015 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1538.5 ms [2021-12-02 22:48:50 main:574] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1502.38 ms [2021-12-02 22:48:52 main:574] : INFO : Epoch 2017 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1512.31 ms [2021-12-02 22:48:53 main:574] : INFO : Epoch 2018 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1515.5 ms [2021-12-02 22:48:55 main:574] : INFO : Epoch 2019 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1501.54 ms [2021-12-02 22:48:56 main:574] : INFO : Epoch 2020 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1490.86 ms [2021-12-02 22:48:58 main:574] : INFO : Epoch 2021 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1520.78 ms [2021-12-02 22:48:59 main:574] : INFO : Epoch 2022 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 1510.22 ms [2021-12-02 22:49:01 main:574] : INFO : Epoch 2023 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1522.57 ms [2021-12-02 22:49:02 main:574] : INFO : Epoch 2024 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1513.36 ms [2021-12-02 22:49:04 main:574] : INFO : Epoch 2025 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1521.18 ms [2021-12-02 22:49:05 main:574] : INFO : Epoch 2026 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1546.83 ms [2021-12-02 22:49:07 main:574] : INFO : Epoch 2027 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1478.19 ms [2021-12-02 22:49:08 main:574] : INFO : Epoch 2028 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 1482.66 ms [2021-12-02 22:49:10 main:574] : INFO : Epoch 2029 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 1543.05 ms [2021-12-02 22:49:11 main:574] : INFO : Epoch 2030 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1520.67 ms [2021-12-02 22:49:13 main:574] : INFO : Epoch 2031 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1510.17 ms [2021-12-02 22:49:14 main:574] : INFO : Epoch 2032 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1507.31 ms [2021-12-02 22:49:16 main:574] : INFO : Epoch 2033 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1498.72 ms [2021-12-02 22:49:17 main:574] : INFO : Epoch 2034 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1522.08 ms [2021-12-02 22:49:19 main:574] : INFO : Epoch 2035 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 1520.32 ms [2021-12-02 22:49:20 main:574] : INFO : Epoch 2036 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 1516.33 ms [2021-12-02 22:49:22 main:574] : INFO : Epoch 2037 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1504.69 ms [2021-12-02 22:49:23 main:574] : INFO : Epoch 2038 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1514.3 ms [2021-12-02 22:49:25 main:574] : INFO : Epoch 2039 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 1506.09 ms [2021-12-02 22:49:26 main:574] : INFO : Epoch 2040 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1489.44 ms [2021-12-02 22:49:28 main:574] : INFO : Epoch 2041 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1518.45 ms [2021-12-02 22:49:29 main:574] : INFO : Epoch 2042 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1511.87 ms [2021-12-02 22:49:31 main:574] : INFO : Epoch 2043 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1525.43 ms [2021-12-02 22:49:33 main:574] : INFO : Epoch 2044 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1530.82 ms [2021-12-02 22:49:34 main:574] : INFO : Epoch 2045 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 1519.69 ms [2021-12-02 22:49:36 main:574] : INFO : Epoch 2046 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1503.99 ms [2021-12-02 22:49:37 main:574] : INFO : Epoch 2047 | loss: 0.031249 | val_loss: 0.0312465 | Time: 1513.41 ms [2021-12-02 22:49:39 main:574] : INFO : Epoch 2048 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1528.08 ms [2021-12-02 22:49:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312482 [2021-12-02 22:49:39 main:603] : INFO : Saving end state to config to file [2021-12-02 22:49:39 main:608] : INFO : Success, exiting.. 22:49:39 (12304): 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)