Task 8305510
| Name | ParityModified-1634618938-28902-0_1 |
| Workunit | 5753532 |
| Created | 22 Oct 2021, 7:41:33 UTC |
| Sent | 22 Oct 2021, 10:04:03 UTC |
| Report deadline | 30 Oct 2021, 10:04:03 UTC |
| Received | 22 Oct 2021, 10:58:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 54 min 26 sec |
| CPU time | 53 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,738.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 9 ms [2021-10-22 12:45:08 main:574] : INFO : Epoch 1542 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 1550.71 ms [2021-10-22 12:45:10 main:574] : INFO : Epoch 1543 | loss: 0.0312483 | val_loss: 0.0312525 | Time: 1551.5 ms [2021-10-22 12:45:11 main:574] : INFO : Epoch 1544 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1572.59 ms [2021-10-22 12:45:13 main:574] : INFO : Epoch 1545 | loss: 0.0312482 | val_loss: 0.0312509 | Time: 1570.75 ms [2021-10-22 12:45:15 main:574] : INFO : Epoch 1546 | loss: 0.031248 | val_loss: 0.0312512 | Time: 1555.61 ms [2021-10-22 12:45:16 main:574] : INFO : Epoch 1547 | loss: 0.0312483 | val_loss: 0.0312528 | Time: 1554.35 ms [2021-10-22 12:45:18 main:574] : INFO : Epoch 1548 | loss: 0.0312479 | val_loss: 0.0312541 | Time: 1628.6 ms [2021-10-22 12:45:19 main:574] : INFO : Epoch 1549 | loss: 0.0312487 | val_loss: 0.0312515 | Time: 1571.29 ms [2021-10-22 12:45:21 main:574] : INFO : Epoch 1550 | loss: 0.0312488 | val_loss: 0.0312522 | Time: 1567.83 ms [2021-10-22 12:45:23 main:574] : INFO : Epoch 1551 | loss: 0.0312483 | val_loss: 0.0312509 | Time: 1568.77 ms [2021-10-22 12:45:24 main:574] : INFO : Epoch 1552 | loss: 0.031248 | val_loss: 0.0312519 | Time: 1572.81 ms [2021-10-22 12:45:26 main:574] : INFO : Epoch 1553 | loss: 0.031248 | val_loss: 0.0312505 | Time: 1569.56 ms [2021-10-22 12:45:27 main:574] : INFO : Epoch 1554 | loss: 0.0312484 | val_loss: 0.031251 | Time: 1556.06 ms [2021-10-22 12:45:29 main:574] : INFO : Epoch 1555 | loss: 0.0312488 | val_loss: 0.0312517 | Time: 1567.82 ms [2021-10-22 12:45:31 main:574] : INFO : Epoch 1556 | loss: 0.0312492 | val_loss: 0.0312542 | Time: 1575.33 ms [2021-10-22 12:45:32 main:574] : INFO : Epoch 1557 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1559.37 ms [2021-10-22 12:45:34 main:574] : INFO : Epoch 1558 | loss: 0.0312481 | val_loss: 0.0312538 | Time: 1571.69 ms [2021-10-22 12:45:35 main:574] : INFO : Epoch 1559 | loss: 0.0312488 | val_loss: 0.0312561 | Time: 1576.02 ms [2021-10-22 12:45:37 main:574] : INFO : Epoch 1560 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 1560.45 ms [2021-10-22 12:45:38 main:574] : INFO : Epoch 1561 | loss: 0.0312482 | val_loss: 0.0312511 | Time: 1576.05 ms [2021-10-22 12:45:40 main:574] : INFO : Epoch 1562 | loss: 0.0312487 | val_loss: 0.0312515 | Time: 1565.51 ms [2021-10-22 12:45:42 main:574] : INFO : Epoch 1563 | loss: 0.0312483 | val_loss: 0.031251 | Time: 1568.29 ms [2021-10-22 12:45:43 main:574] : INFO : Epoch 1564 | loss: 0.031248 | val_loss: 0.0312522 | Time: 1555.67 ms [2021-10-22 12:45:45 main:574] : INFO : Epoch 1565 | loss: 0.0312481 | val_loss: 0.0312502 | Time: 1560.03 ms [2021-10-22 12:45:46 main:574] : INFO : Epoch 1566 | loss: 0.0312483 | val_loss: 0.0312519 | Time: 1570.49 ms [2021-10-22 12:45:48 main:574] : INFO : Epoch 1567 | loss: 0.0312483 | val_loss: 0.0312508 | Time: 1554.05 ms [2021-10-22 12:45:50 main:574] : INFO : Epoch 1568 | loss: 0.031251 | val_loss: 0.0312524 | Time: 1617.31 ms [2021-10-22 12:45:51 main:574] : INFO : Epoch 1569 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1553.5 ms [2021-10-22 12:45:53 main:574] : INFO : Epoch 1570 | loss: 0.0312494 | val_loss: 0.0312525 | Time: 1571.05 ms [2021-10-22 12:45:54 main:574] : INFO : Epoch 1571 | loss: 0.0312487 | val_loss: 0.0312515 | Time: 1569.88 ms [2021-10-22 12:45:56 main:574] : INFO : Epoch 1572 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 1563.92 ms [2021-10-22 12:45:57 main:574] : INFO : Epoch 1573 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1557.01 ms [2021-10-22 12:45:59 main:574] : INFO : Epoch 1574 | loss: 0.0312484 | val_loss: 0.0312525 | Time: 1580.08 ms [2021-10-22 12:46:01 main:574] : INFO : Epoch 1575 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1671.67 ms [2021-10-22 12:46:02 main:574] : INFO : Epoch 1576 | loss: 0.0312484 | val_loss: 0.0312512 | Time: 1560.09 ms [2021-10-22 12:46:04 main:574] : INFO : Epoch 1577 | loss: 0.0312482 | val_loss: 0.0312507 | Time: 1567.8 ms [2021-10-22 12:46:05 main:574] : INFO : Epoch 1578 | loss: 0.0312481 | val_loss: 0.031251 | Time: 1576.95 ms [2021-10-22 12:46:07 main:574] : INFO : Epoch 1579 | loss: 0.031248 | val_loss: 0.0312519 | Time: 1556.09 ms [2021-10-22 12:46:09 main:574] : INFO : Epoch 1580 | loss: 0.0312476 | val_loss: 0.0312504 | Time: 1560.18 ms [2021-10-22 12:46:10 main:574] : INFO : Epoch 1581 | loss: 0.031248 | val_loss: 0.0312507 | Time: 1557.17 ms [2021-10-22 12:46:12 main:574] : INFO : Epoch 1582 | loss: 0.0312479 | val_loss: 0.0312511 | Time: 1572.79 ms [2021-10-22 12:46:13 main:574] : INFO : Epoch 1583 | loss: 0.0312475 | val_loss: 0.0312529 | Time: 1559.54 ms [2021-10-22 12:46:15 main:574] : INFO : Epoch 1584 | loss: 0.0312475 | val_loss: 0.0312525 | Time: 1566.53 ms [2021-10-22 12:46:16 main:574] : INFO : Epoch 1585 | loss: 0.031248 | val_loss: 0.0312512 | Time: 1554.47 ms [2021-10-22 12:46:18 main:574] : INFO : Epoch 1586 | loss: 0.0312478 | val_loss: 0.0312513 | Time: 1561.16 ms [2021-10-22 12:46:20 main:574] : INFO : Epoch 1587 | loss: 0.0312475 | val_loss: 0.0312507 | Time: 1566.76 ms [2021-10-22 12:46:21 main:574] : INFO : Epoch 1588 | loss: 0.0312481 | val_loss: 0.0312518 | Time: 1627.3 ms [2021-10-22 12:46:23 main:574] : INFO : Epoch 1589 | loss: 0.0312474 | val_loss: 0.0312543 | Time: 1566.4 ms [2021-10-22 12:46:24 main:574] : INFO : Epoch 1590 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1558.73 ms [2021-10-22 12:46:26 main:574] : INFO : Epoch 1591 | loss: 0.0312483 | val_loss: 0.0312527 | Time: 1548.5 ms [2021-10-22 12:46:28 main:574] : INFO : Epoch 1592 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 1572.98 ms [2021-10-22 12:46:29 main:574] : INFO : Epoch 1593 | loss: 0.0312481 | val_loss: 0.0312502 | Time: 1563.15 ms [2021-10-22 12:46:31 main:574] : INFO : Epoch 1594 | loss: 0.0312492 | val_loss: 0.0312589 | Time: 1585.62 ms [2021-10-22 12:46:32 main:574] : INFO : Epoch 1595 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 1598.94 ms [2021-10-22 12:46:34 main:574] : INFO : Epoch 1596 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1615.82 ms [2021-10-22 12:46:36 main:574] : INFO : Epoch 1597 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1558.83 ms [2021-10-22 12:46:37 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1559.41 ms [2021-10-22 12:46:39 main:574] : INFO : Epoch 1599 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1563.61 ms [2021-10-22 12:46:40 main:574] : INFO : Epoch 1600 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1557.14 ms [2021-10-22 12:46:42 main:574] : INFO : Epoch 1601 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1574.52 ms [2021-10-22 12:46:44 main:574] : INFO : Epoch 1602 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1555.13 ms [2021-10-22 12:46:45 main:574] : INFO : Epoch 1603 | loss: 0.0312493 | val_loss: 0.0312517 | Time: 1560.59 ms [2021-10-22 12:46:47 main:574] : INFO : Epoch 1604 | loss: 0.0312487 | val_loss: 0.0312524 | Time: 1554.6 ms [2021-10-22 12:46:48 main:574] : INFO : Epoch 1605 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1553.86 ms [2021-10-22 12:46:50 main:574] : INFO : Epoch 1606 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1583.09 ms [2021-10-22 12:46:51 main:574] : INFO : Epoch 1607 | loss: 0.0312499 | val_loss: 0.0312524 | Time: 1531.77 ms [2021-10-22 12:46:53 main:574] : INFO : Epoch 1608 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1573.98 ms [2021-10-22 12:46:55 main:574] : INFO : Epoch 1609 | loss: 0.031249 | val_loss: 0.0312509 | Time: 1581.84 ms [2021-10-22 12:46:56 main:574] : INFO : Epoch 1610 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1569.75 ms [2021-10-22 12:46:58 main:574] : INFO : Epoch 1611 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1570.49 ms [2021-10-22 12:46:59 main:574] : INFO : Epoch 1612 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1556.4 ms [2021-10-22 12:47:01 main:574] : INFO : Epoch 1613 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1648.9 ms [2021-10-22 12:47:03 main:574] : INFO : Epoch 1614 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1566.87 ms [2021-10-22 12:47:04 main:574] : INFO : Epoch 1615 | loss: 0.0312515 | val_loss: 0.0312533 | Time: 1565.72 ms [2021-10-22 12:47:06 main:574] : INFO : Epoch 1616 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 1569.32 ms [2021-10-22 12:47:07 main:574] : INFO : Epoch 1617 | loss: 0.031252 | val_loss: 0.0312534 | Time: 1554.26 ms [2021-10-22 12:47:09 main:574] : INFO : Epoch 1618 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 1556.68 ms [2021-10-22 12:47:11 main:574] : INFO : Epoch 1619 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1573.62 ms [2021-10-22 12:47:12 main:574] : INFO : Epoch 1620 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1572.34 ms [2021-10-22 12:47:14 main:574] : INFO : Epoch 1621 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1559.51 ms [2021-10-22 12:47:15 main:574] : INFO : Epoch 1622 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1581.7 ms [2021-10-22 12:47:17 main:574] : INFO : Epoch 1623 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1559.23 ms [2021-10-22 12:47:18 main:574] : INFO : Epoch 1624 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1579.02 ms [2021-10-22 12:47:20 main:574] : INFO : Epoch 1625 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1571.21 ms [2021-10-22 12:47:22 main:574] : INFO : Epoch 1626 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1563.04 ms [2021-10-22 12:47:23 main:574] : INFO : Epoch 1627 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1615.37 ms [2021-10-22 12:47:25 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1561.42 ms [2021-10-22 12:47:26 main:574] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1573.38 ms [2021-10-22 12:47:28 main:574] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1536.43 ms [2021-10-22 12:47:30 main:574] : INFO : Epoch 1631 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1570.77 ms [2021-10-22 12:47:31 main:574] : INFO : Epoch 1632 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1567.75 ms [2021-10-22 12:47:33 main:574] : INFO : Epoch 1633 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1563.52 ms [2021-10-22 12:47:34 main:574] : INFO : Epoch 1634 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1567.98 ms [2021-10-22 12:47:36 main:574] : INFO : Epoch 1635 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1560.72 ms [2021-10-22 12:47:37 main:574] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1544.67 ms [2021-10-22 12:47:39 main:574] : INFO : Epoch 1637 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1558.33 ms [2021-10-22 12:47:41 main:574] : INFO : Epoch 1638 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1552.99 ms [2021-10-22 12:47:42 main:574] : INFO : Epoch 1639 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1561.19 ms [2021-10-22 12:47:44 main:574] : INFO : Epoch 1640 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1568.44 ms [2021-10-22 12:47:45 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1580.05 ms [2021-10-22 12:47:47 main:574] : INFO : Epoch 1642 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1554.16 ms [2021-10-22 12:47:48 main:574] : INFO : Epoch 1643 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1560.12 ms [2021-10-22 12:47:50 main:574] : INFO : Epoch 1644 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1552 ms [2021-10-22 12:47:52 main:574] : INFO : Epoch 1645 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1558.18 ms [2021-10-22 12:47:53 main:574] : INFO : Epoch 1646 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1574.16 ms [2021-10-22 12:47:55 main:574] : INFO : Epoch 1647 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1552.11 ms [2021-10-22 12:47:56 main:574] : INFO : Epoch 1648 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1629.16 ms [2021-10-22 12:47:58 main:574] : INFO : Epoch 1649 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1553.03 ms [2021-10-22 12:48:00 main:574] : INFO : Epoch 1650 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1575.81 ms [2021-10-22 12:48:01 main:574] : INFO : Epoch 1651 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1566.64 ms [2021-10-22 12:48:03 main:574] : INFO : Epoch 1652 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1572.27 ms [2021-10-22 12:48:04 main:574] : INFO : Epoch 1653 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1560.49 ms [2021-10-22 12:48:06 main:574] : INFO : Epoch 1654 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1548.63 ms [2021-10-22 12:48:07 main:574] : INFO : Epoch 1655 | loss: 0.0312524 | val_loss: 0.0312513 | Time: 1574.53 ms [2021-10-22 12:48:09 main:574] : INFO : Epoch 1656 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1551.37 ms [2021-10-22 12:48:11 main:574] : INFO : Epoch 1657 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1549.12 ms [2021-10-22 12:48:12 main:574] : INFO : Epoch 1658 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 1573.4 ms [2021-10-22 12:48:14 main:574] : INFO : Epoch 1659 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1555.52 ms [2021-10-22 12:48:15 main:574] : INFO : Epoch 1660 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 1560 ms [2021-10-22 12:48:17 main:574] : INFO : Epoch 1661 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1633.23 ms [2021-10-22 12:48:19 main:574] : INFO : Epoch 1662 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1568.94 ms [2021-10-22 12:48:20 main:574] : INFO : Epoch 1663 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1555.1 ms [2021-10-22 12:48:22 main:574] : INFO : Epoch 1664 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1554.22 ms [2021-10-22 12:48:23 main:574] : INFO : Epoch 1665 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1641.32 ms [2021-10-22 12:48:25 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1572.4 ms [2021-10-22 12:48:27 main:574] : INFO : Epoch 1667 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1564.29 ms [2021-10-22 12:48:28 main:574] : INFO : Epoch 1668 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1564.29 ms [2021-10-22 12:48:30 main:574] : INFO : Epoch 1669 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1577.2 ms [2021-10-22 12:48:31 main:574] : INFO : Epoch 1670 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1559.58 ms [2021-10-22 12:48:33 main:574] : INFO : Epoch 1671 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1563.54 ms [2021-10-22 12:48:34 main:574] : INFO : Epoch 1672 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 1560.98 ms [2021-10-22 12:48:36 main:574] : INFO : Epoch 1673 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1554.66 ms [2021-10-22 12:48:38 main:574] : INFO : Epoch 1674 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1568.26 ms [2021-10-22 12:48:39 main:574] : INFO : Epoch 1675 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1645.4 ms [2021-10-22 12:48:41 main:574] : INFO : Epoch 1676 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1577.64 ms [2021-10-22 12:48:42 main:574] : INFO : Epoch 1677 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1557.38 ms [2021-10-22 12:48:44 main:574] : INFO : Epoch 1678 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1553.04 ms [2021-10-22 12:48:46 main:574] : INFO : Epoch 1679 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1624.79 ms [2021-10-22 12:48:47 main:574] : INFO : Epoch 1680 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1550.23 ms [2021-10-22 12:48:49 main:574] : INFO : Epoch 1681 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1569.99 ms [2021-10-22 12:48:50 main:574] : INFO : Epoch 1682 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1572.53 ms [2021-10-22 12:48:52 main:574] : INFO : Epoch 1683 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1572.69 ms [2021-10-22 12:48:54 main:574] : INFO : Epoch 1684 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1555.24 ms [2021-10-22 12:48:55 main:574] : INFO : Epoch 1685 | loss: 0.031248 | val_loss: 0.0312494 | Time: 1650.76 ms [2021-10-22 12:48:57 main:574] : INFO : Epoch 1686 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 1561.76 ms [2021-10-22 12:48:58 main:574] : INFO : Epoch 1687 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1554.94 ms [2021-10-22 12:49:00 main:574] : INFO : Epoch 1688 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1576.77 ms [2021-10-22 12:49:02 main:574] : INFO : Epoch 1689 | loss: 0.0312489 | val_loss: 0.0312524 | Time: 1587.07 ms [2021-10-22 12:49:03 main:574] : INFO : Epoch 1690 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1556.45 ms [2021-10-22 12:49:05 main:574] : INFO : Epoch 1691 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1565.05 ms [2021-10-22 12:49:06 main:574] : INFO : Epoch 1692 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1562.82 ms [2021-10-22 12:49:08 main:574] : INFO : Epoch 1693 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 1550.75 ms [2021-10-22 12:49:09 main:574] : INFO : Epoch 1694 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1549.67 ms [2021-10-22 12:49:11 main:574] : INFO : Epoch 1695 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 1572.23 ms [2021-10-22 12:49:13 main:574] : INFO : Epoch 1696 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 1616.8 ms [2021-10-22 12:49:14 main:574] : INFO : Epoch 1697 | loss: 0.0312481 | val_loss: 0.0312497 | Time: 1570.27 ms [2021-10-22 12:49:16 main:574] : INFO : Epoch 1698 | loss: 0.0312478 | val_loss: 0.0312515 | Time: 1563.03 ms [2021-10-22 12:49:17 main:574] : INFO : Epoch 1699 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1576.26 ms [2021-10-22 12:49:19 main:574] : INFO : Epoch 1700 | loss: 0.031248 | val_loss: 0.0312482 | Time: 1566.57 ms [2021-10-22 12:49:21 main:574] : INFO : Epoch 1701 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 1552.26 ms [2021-10-22 12:49:22 main:574] : INFO : Epoch 1702 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 1577.05 ms [2021-10-22 12:49:24 main:574] : INFO : Epoch 1703 | loss: 0.031251 | val_loss: 0.031251 | Time: 1564.78 ms [2021-10-22 12:49:25 main:574] : INFO : Epoch 1704 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1579.45 ms [2021-10-22 12:49:27 main:574] : INFO : Epoch 1705 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 1541.23 ms [2021-10-22 12:49:28 main:574] : INFO : Epoch 1706 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1557.59 ms [2021-10-22 12:49:30 main:574] : INFO : Epoch 1707 | loss: 0.031247 | val_loss: 0.0312467 | Time: 1555.1 ms [2021-10-22 12:49:32 main:574] : INFO : Epoch 1708 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1558.91 ms [2021-10-22 12:49:33 main:574] : INFO : Epoch 1709 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1554.03 ms [2021-10-22 12:49:35 main:574] : INFO : Epoch 1710 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1558.76 ms [2021-10-22 12:49:36 main:574] : INFO : Epoch 1711 | loss: 0.0312472 | val_loss: 0.0312509 | Time: 1557.6 ms [2021-10-22 12:49:38 main:574] : INFO : Epoch 1712 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1560.56 ms [2021-10-22 12:49:40 main:574] : INFO : Epoch 1713 | loss: 0.031247 | val_loss: 0.0312486 | Time: 1613.15 ms [2021-10-22 12:49:41 main:574] : INFO : Epoch 1714 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1565.84 ms [2021-10-22 12:49:43 main:574] : INFO : Epoch 1715 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 1566.57 ms [2021-10-22 12:49:44 main:574] : INFO : Epoch 1716 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 1576.88 ms [2021-10-22 12:49:46 main:574] : INFO : Epoch 1717 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 1566.2 ms [2021-10-22 12:49:47 main:574] : INFO : Epoch 1718 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1562.79 ms [2021-10-22 12:49:49 main:574] : INFO : Epoch 1719 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 1558.54 ms [2021-10-22 12:49:51 main:574] : INFO : Epoch 1720 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 1568.85 ms [2021-10-22 12:49:52 main:574] : INFO : Epoch 1721 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1570.25 ms [2021-10-22 12:49:54 main:574] : INFO : Epoch 1722 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1627.06 ms [2021-10-22 12:49:55 main:574] : INFO : Epoch 1723 | loss: 0.0312484 | val_loss: 0.0312581 | Time: 1556.21 ms [2021-10-22 12:49:57 main:574] : INFO : Epoch 1724 | loss: 0.031251 | val_loss: 0.0312482 | Time: 1567.48 ms [2021-10-22 12:49:59 main:574] : INFO : Epoch 1725 | loss: 0.0313283 | val_loss: 0.0329853 | Time: 1551.6 ms [2021-10-22 12:50:00 main:574] : INFO : Epoch 1726 | loss: 0.0349011 | val_loss: 0.0415315 | Time: 1559.91 ms [2021-10-22 12:50:02 main:574] : INFO : Epoch 1727 | loss: 0.107401 | val_loss: 0.0366124 | Time: 1562.13 ms [2021-10-22 12:50:03 main:574] : INFO : Epoch 1728 | loss: 0.034276 | val_loss: 0.0324023 | Time: 1555.91 ms [2021-10-22 12:50:05 main:574] : INFO : Epoch 1729 | loss: 0.0318152 | val_loss: 0.0316349 | Time: 1559.11 ms [2021-10-22 12:50:07 main:574] : INFO : Epoch 1730 | loss: 0.031456 | val_loss: 0.031359 | Time: 1566.79 ms [2021-10-22 12:50:08 main:574] : INFO : Epoch 1731 | loss: 0.0313108 | val_loss: 0.031282 | Time: 1552.79 ms [2021-10-22 12:50:10 main:574] : INFO : Epoch 1732 | loss: 0.0312749 | val_loss: 0.03127 | Time: 1581.52 ms [2021-10-22 12:50:11 main:574] : INFO : Epoch 1733 | loss: 0.031266 | val_loss: 0.0312633 | Time: 1562.75 ms [2021-10-22 12:50:13 main:574] : INFO : Epoch 1734 | loss: 0.0312614 | val_loss: 0.0312603 | Time: 1557.88 ms [2021-10-22 12:50:15 main:574] : INFO : Epoch 1735 | loss: 0.0312591 | val_loss: 0.0312586 | Time: 1573.66 ms [2021-10-22 12:50:16 main:574] : INFO : Epoch 1736 | loss: 0.0312577 | val_loss: 0.0312577 | Time: 1555.92 ms [2021-10-22 12:50:18 main:574] : INFO : Epoch 1737 | loss: 0.0312568 | val_loss: 0.0312564 | Time: 1603.94 ms [2021-10-22 12:50:19 main:574] : INFO : Epoch 1738 | loss: 0.031256 | val_loss: 0.0312561 | Time: 1560.51 ms [2021-10-22 12:50:21 main:574] : INFO : Epoch 1739 | loss: 0.0312554 | val_loss: 0.0312552 | Time: 1565.25 ms [2021-10-22 12:50:22 main:574] : INFO : Epoch 1740 | loss: 0.0312547 | val_loss: 0.0312547 | Time: 1565.25 ms [2021-10-22 12:50:24 main:574] : INFO : Epoch 1741 | loss: 0.0312543 | val_loss: 0.0312544 | Time: 1568.36 ms [2021-10-22 12:50:26 main:574] : INFO : Epoch 1742 | loss: 0.031254 | val_loss: 0.0312541 | Time: 1573.11 ms [2021-10-22 12:50:27 main:574] : INFO : Epoch 1743 | loss: 0.0312536 | val_loss: 0.0312537 | Time: 1564.48 ms [2021-10-22 12:50:29 main:574] : INFO : Epoch 1744 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 1565.29 ms [2021-10-22 12:50:30 main:574] : INFO : Epoch 1745 | loss: 0.0312531 | val_loss: 0.0312532 | Time: 1566.81 ms [2021-10-22 12:50:32 main:574] : INFO : Epoch 1746 | loss: 0.0312532 | val_loss: 0.031253 | Time: 1634.89 ms [2021-10-22 12:50:34 main:574] : INFO : Epoch 1747 | loss: 0.0312528 | val_loss: 0.031253 | Time: 1556.4 ms [2021-10-22 12:50:35 main:574] : INFO : Epoch 1748 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 1562.6 ms [2021-10-22 12:50:37 main:574] : INFO : Epoch 1749 | loss: 0.0312523 | val_loss: 0.0312524 | Time: 1557.83 ms [2021-10-22 12:50:38 main:574] : INFO : Epoch 1750 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 1547.96 ms [2021-10-22 12:50:40 main:574] : INFO : Epoch 1751 | loss: 0.0312522 | val_loss: 0.0312522 | Time: 1576.75 ms [2021-10-22 12:50:42 main:574] : INFO : Epoch 1752 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 1565.92 ms [2021-10-22 12:50:43 main:574] : INFO : Epoch 1753 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 1555.11 ms [2021-10-22 12:50:45 main:574] : INFO : Epoch 1754 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 1555.18 ms [2021-10-22 12:50:46 main:574] : INFO : Epoch 1755 | loss: 0.0312518 | val_loss: 0.0312518 | Time: 1542.8 ms [2021-10-22 12:50:48 main:574] : INFO : Epoch 1756 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 1563.49 ms [2021-10-22 12:50:49 main:574] : INFO : Epoch 1757 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1560.58 ms [2021-10-22 12:50:51 main:574] : INFO : Epoch 1758 | loss: 0.0312516 | val_loss: 0.031252 | Time: 1582.44 ms [2021-10-22 12:50:53 main:574] : INFO : Epoch 1759 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1549.45 ms [2021-10-22 12:50:54 main:574] : INFO : Epoch 1760 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1579.88 ms [2021-10-22 12:50:56 main:574] : INFO : Epoch 1761 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1547.85 ms [2021-10-22 12:50:57 main:574] : INFO : Epoch 1762 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1556.07 ms [2021-10-22 12:50:59 main:574] : INFO : Epoch 1763 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1575 ms [2021-10-22 12:51:01 main:574] : INFO : Epoch 1764 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1632.79 ms [2021-10-22 12:51:02 main:574] : INFO : Epoch 1765 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1550.49 ms [2021-10-22 12:51:04 main:574] : INFO : Epoch 1766 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1573.5 ms [2021-10-22 12:51:05 main:574] : INFO : Epoch 1767 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1560.41 ms [2021-10-22 12:51:07 main:574] : INFO : Epoch 1768 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1566.88 ms [2021-10-22 12:51:08 main:574] : INFO : Epoch 1769 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1557.14 ms [2021-10-22 12:51:10 main:574] : INFO : Epoch 1770 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1568.27 ms [2021-10-22 12:51:12 main:574] : INFO : Epoch 1771 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1549.2 ms [2021-10-22 12:51:13 main:574] : INFO : Epoch 1772 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1574.24 ms [2021-10-22 12:51:15 main:574] : INFO : Epoch 1773 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1567.31 ms [2021-10-22 12:51:16 main:574] : INFO : Epoch 1774 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1572.18 ms [2021-10-22 12:51:18 main:574] : INFO : Epoch 1775 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1557.4 ms [2021-10-22 12:51:19 main:574] : INFO : Epoch 1776 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1561.3 ms [2021-10-22 12:51:21 main:574] : INFO : Epoch 1777 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1579.1 ms [2021-10-22 12:51:23 main:574] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1570.49 ms [2021-10-22 12:51:24 main:574] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1556.41 ms [2021-10-22 12:51:26 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1563.31 ms [2021-10-22 12:51:27 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1622.69 ms [2021-10-22 12:51:29 main:574] : INFO : Epoch 1782 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1558.4 ms [2021-10-22 12:51:31 main:574] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.03125 | Time: 1572.69 ms [2021-10-22 12:51:32 main:574] : INFO : Epoch 1784 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1559.39 ms [2021-10-22 12:51:34 main:574] : INFO : Epoch 1785 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1560.65 ms [2021-10-22 12:51:35 main:574] : INFO : Epoch 1786 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1558.88 ms [2021-10-22 12:51:37 main:574] : INFO : Epoch 1787 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1566.02 ms [2021-10-22 12:51:38 main:574] : INFO : Epoch 1788 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1568.94 ms [2021-10-22 12:51:40 main:574] : INFO : Epoch 1789 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1591.87 ms [2021-10-22 12:51:42 main:574] : INFO : Epoch 1790 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1575.99 ms [2021-10-22 12:51:43 main:574] : INFO : Epoch 1791 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1557.31 ms [2021-10-22 12:51:45 main:574] : INFO : Epoch 1792 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1566.46 ms [2021-10-22 12:51:46 main:574] : INFO : Epoch 1793 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1584.57 ms [2021-10-22 12:51:48 main:574] : INFO : Epoch 1794 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1556.55 ms [2021-10-22 12:51:50 main:574] : INFO : Epoch 1795 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1575.88 ms [2021-10-22 12:51:52 main:574] : INFO : Epoch 1796 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2080.43 ms [2021-10-22 12:51:53 main:574] : INFO : Epoch 1797 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1577.82 ms [2021-10-22 12:51:55 main:574] : INFO : Epoch 1798 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1563.63 ms [2021-10-22 12:51:56 main:574] : INFO : Epoch 1799 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1558 ms [2021-10-22 12:51:58 main:574] : INFO : Epoch 1800 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1576.21 ms [2021-10-22 12:52:00 main:574] : INFO : Epoch 1801 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1595.41 ms [2021-10-22 12:52:01 main:574] : INFO : Epoch 1802 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1573.28 ms [2021-10-22 12:52:03 main:574] : INFO : Epoch 1803 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1567.2 ms [2021-10-22 12:52:04 main:574] : INFO : Epoch 1804 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1560.89 ms [2021-10-22 12:52:06 main:574] : INFO : Epoch 1805 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1584.3 ms [2021-10-22 12:52:08 main:574] : INFO : Epoch 1806 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1570.56 ms [2021-10-22 12:52:09 main:574] : INFO : Epoch 1807 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1560.63 ms [2021-10-22 12:52:11 main:574] : INFO : Epoch 1808 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1566.28 ms [2021-10-22 12:52:12 main:574] : INFO : Epoch 1809 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1561.68 ms [2021-10-22 12:52:14 main:574] : INFO : Epoch 1810 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1564.26 ms [2021-10-22 12:52:16 main:574] : INFO : Epoch 1811 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1569.43 ms [2021-10-22 12:52:17 main:574] : INFO : Epoch 1812 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 1555.63 ms [2021-10-22 12:52:19 main:574] : INFO : Epoch 1813 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1664.47 ms [2021-10-22 12:52:20 main:574] : INFO : Epoch 1814 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 1564.11 ms [2021-10-22 12:52:22 main:574] : INFO : Epoch 1815 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1560.72 ms [2021-10-22 12:52:24 main:574] : INFO : Epoch 1816 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1565.08 ms [2021-10-22 12:52:25 main:574] : INFO : Epoch 1817 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 1565.71 ms [2021-10-22 12:52:27 main:574] : INFO : Epoch 1818 | loss: 0.031248 | val_loss: 0.0312485 | Time: 1553.92 ms [2021-10-22 12:52:28 main:574] : INFO : Epoch 1819 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1558.11 ms [2021-10-22 12:52:30 main:574] : INFO : Epoch 1820 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1567.26 ms [2021-10-22 12:52:31 main:574] : INFO : Epoch 1821 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1564.31 ms [2021-10-22 12:52:33 main:574] : INFO : Epoch 1822 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 1562.7 ms [2021-10-22 12:52:35 main:574] : INFO : Epoch 1823 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1550.77 ms [2021-10-22 12:52:36 main:574] : INFO : Epoch 1824 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 1556.22 ms [2021-10-22 12:52:38 main:574] : INFO : Epoch 1825 | loss: 0.0312475 | val_loss: 0.031248 | Time: 1552.98 ms [2021-10-22 12:52:39 main:574] : INFO : Epoch 1826 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1561.38 ms [2021-10-22 12:52:41 main:574] : INFO : Epoch 1827 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 1575.3 ms [2021-10-22 12:52:42 main:574] : INFO : Epoch 1828 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 1568.44 ms [2021-10-22 12:52:44 main:574] : INFO : Epoch 1829 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 1610.75 ms [2021-10-22 12:52:46 main:574] : INFO : Epoch 1830 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 1566.94 ms [2021-10-22 12:52:47 main:574] : INFO : Epoch 1831 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 1556.88 ms [2021-10-22 12:52:49 main:574] : INFO : Epoch 1832 | loss: 0.031247 | val_loss: 0.0312481 | Time: 1563.84 ms [2021-10-22 12:52:50 main:574] : INFO : Epoch 1833 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 1566.04 ms [2021-10-22 12:52:52 main:574] : INFO : Epoch 1834 | loss: 0.031247 | val_loss: 0.0312478 | Time: 1599.18 ms [2021-10-22 12:52:54 main:574] : INFO : Epoch 1835 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 1568.92 ms [2021-10-22 12:52:55 main:574] : INFO : Epoch 1836 | loss: 0.031247 | val_loss: 0.0312475 | Time: 1560.19 ms [2021-10-22 12:52:57 main:574] : INFO : Epoch 1837 | loss: 0.0312464 | val_loss: 0.031247 | Time: 1559.34 ms [2021-10-22 12:52:58 main:574] : INFO : Epoch 1838 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 1561.3 ms [2021-10-22 12:53:00 main:574] : INFO : Epoch 1839 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 1567.66 ms [2021-10-22 12:53:02 main:574] : INFO : Epoch 1840 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 1574.03 ms [2021-10-22 12:53:03 main:574] : INFO : Epoch 1841 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1578.48 ms [2021-10-22 12:53:05 main:574] : INFO : Epoch 1842 | loss: 0.031246 | val_loss: 0.0312466 | Time: 1617.81 ms [2021-10-22 12:53:06 main:574] : INFO : Epoch 1843 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 1576.18 ms [2021-10-22 12:53:08 main:574] : INFO : Epoch 1844 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 1565.95 ms [2021-10-22 12:53:10 main:574] : INFO : Epoch 1845 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 1559.31 ms [2021-10-22 12:53:11 main:574] : INFO : Epoch 1846 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 1562.78 ms [2021-10-22 12:53:13 main:574] : INFO : Epoch 1847 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 1523.52 ms [2021-10-22 12:53:14 main:574] : INFO : Epoch 1848 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1557.91 ms [2021-10-22 12:53:16 main:574] : INFO : Epoch 1849 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 1577.84 ms [2021-10-22 12:53:17 main:574] : INFO : Epoch 1850 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1548.04 ms [2021-10-22 12:53:19 main:574] : INFO : Epoch 1851 | loss: 0.031245 | val_loss: 0.0312465 | Time: 1564.21 ms [2021-10-22 12:53:21 main:574] : INFO : Epoch 1852 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 1590.3 ms [2021-10-22 12:53:22 main:574] : INFO : Epoch 1853 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 1564.32 ms [2021-10-22 12:53:24 main:574] : INFO : Epoch 1854 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1551.39 ms [2021-10-22 12:53:25 main:574] : INFO : Epoch 1855 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 1562.17 ms [2021-10-22 12:53:27 main:574] : INFO : Epoch 1856 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 1559.41 ms [2021-10-22 12:53:28 main:574] : INFO : Epoch 1857 | loss: 0.031244 | val_loss: 0.031245 | Time: 1577.18 ms [2021-10-22 12:53:30 main:574] : INFO : Epoch 1858 | loss: 0.031244 | val_loss: 0.0312447 | Time: 1616.97 ms [2021-10-22 12:53:32 main:574] : INFO : Epoch 1859 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 1587.03 ms [2021-10-22 12:53:33 main:574] : INFO : Epoch 1860 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 1557.97 ms [2021-10-22 12:53:35 main:574] : INFO : Epoch 1861 | loss: 0.0312431 | val_loss: 0.0312442 | Time: 1580.07 ms [2021-10-22 12:53:36 main:574] : INFO : Epoch 1862 | loss: 0.0312428 | val_loss: 0.0312435 | Time: 1566.91 ms [2021-10-22 12:53:38 main:574] : INFO : Epoch 1863 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 1569.17 ms [2021-10-22 12:53:40 main:574] : INFO : Epoch 1864 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 1566.72 ms [2021-10-22 12:53:41 main:574] : INFO : Epoch 1865 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 1559.29 ms [2021-10-22 12:53:43 main:574] : INFO : Epoch 1866 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 1587.33 ms [2021-10-22 12:53:44 main:574] : INFO : Epoch 1867 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 1566.79 ms [2021-10-22 12:53:46 main:574] : INFO : Epoch 1868 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 1555.95 ms [2021-10-22 12:53:48 main:574] : INFO : Epoch 1869 | loss: 0.0312418 | val_loss: 0.0312437 | Time: 1548.98 ms [2021-10-22 12:53:49 main:574] : INFO : Epoch 1870 | loss: 0.0312419 | val_loss: 0.0312421 | Time: 1557.26 ms [2021-10-22 12:53:51 main:574] : INFO : Epoch 1871 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 1567.29 ms [2021-10-22 12:53:52 main:574] : INFO : Epoch 1872 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 1645.53 ms [2021-10-22 12:53:54 main:574] : INFO : Epoch 1873 | loss: 0.0312403 | val_loss: 0.0312419 | Time: 1577.09 ms [2021-10-22 12:53:56 main:574] : INFO : Epoch 1874 | loss: 0.0312405 | val_loss: 0.0312417 | Time: 1566.71 ms [2021-10-22 12:53:57 main:574] : INFO : Epoch 1875 | loss: 0.0312402 | val_loss: 0.0312419 | Time: 1566.64 ms [2021-10-22 12:53:59 main:574] : INFO : Epoch 1876 | loss: 0.0312406 | val_loss: 0.0312421 | Time: 1569.72 ms [2021-10-22 12:54:00 main:574] : INFO : Epoch 1877 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 1576.6 ms [2021-10-22 12:54:02 main:574] : INFO : Epoch 1878 | loss: 0.0312392 | val_loss: 0.0312406 | Time: 1575 ms [2021-10-22 12:54:04 main:574] : INFO : Epoch 1879 | loss: 0.0312393 | val_loss: 0.0312412 | Time: 1578.18 ms [2021-10-22 12:54:05 main:574] : INFO : Epoch 1880 | loss: 0.0312383 | val_loss: 0.03124 | Time: 1574.74 ms [2021-10-22 12:54:07 main:574] : INFO : Epoch 1881 | loss: 0.0312382 | val_loss: 0.0312396 | Time: 1556.83 ms [2021-10-22 12:54:08 main:574] : INFO : Epoch 1882 | loss: 0.0312389 | val_loss: 0.03124 | Time: 1561.04 ms [2021-10-22 12:54:10 main:574] : INFO : Epoch 1883 | loss: 0.0312371 | val_loss: 0.0312379 | Time: 1576.71 ms [2021-10-22 12:54:11 main:574] : INFO : Epoch 1884 | loss: 0.0312367 | val_loss: 0.0312375 | Time: 1553.15 ms [2021-10-22 12:54:13 main:574] : INFO : Epoch 1885 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 1583.48 ms [2021-10-22 12:54:15 main:574] : INFO : Epoch 1886 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 1736.67 ms [2021-10-22 12:54:17 main:574] : INFO : Epoch 1887 | loss: 0.0312366 | val_loss: 0.0312363 | Time: 1720.79 ms [2021-10-22 12:54:18 main:574] : INFO : Epoch 1888 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 1672.26 ms [2021-10-22 12:54:20 main:574] : INFO : Epoch 1889 | loss: 0.031235 | val_loss: 0.0312354 | Time: 1624.4 ms [2021-10-22 12:54:21 main:574] : INFO : Epoch 1890 | loss: 0.0312345 | val_loss: 0.0312363 | Time: 1550.95 ms [2021-10-22 12:54:23 main:574] : INFO : Epoch 1891 | loss: 0.0312345 | val_loss: 0.0312346 | Time: 1574.84 ms [2021-10-22 12:54:25 main:574] : INFO : Epoch 1892 | loss: 0.0312336 | val_loss: 0.0312343 | Time: 1569.79 ms [2021-10-22 12:54:26 main:574] : INFO : Epoch 1893 | loss: 0.0312339 | val_loss: 0.0312347 | Time: 1569.14 ms [2021-10-22 12:54:28 main:574] : INFO : Epoch 1894 | loss: 0.0312356 | val_loss: 0.031236 | Time: 1567.99 ms [2021-10-22 12:54:29 main:574] : INFO : Epoch 1895 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 1549.78 ms [2021-10-22 12:54:31 main:574] : INFO : Epoch 1896 | loss: 0.0312323 | val_loss: 0.0312351 | Time: 1575.29 ms [2021-10-22 12:54:32 main:574] : INFO : Epoch 1897 | loss: 0.031232 | val_loss: 0.0312319 | Time: 1559.83 ms [2021-10-22 12:54:34 main:574] : INFO : Epoch 1898 | loss: 0.0312309 | val_loss: 0.0312314 | Time: 1568.92 ms [2021-10-22 12:54:36 main:574] : INFO : Epoch 1899 | loss: 0.0312318 | val_loss: 0.0312356 | Time: 1557.54 ms [2021-10-22 12:54:37 main:574] : INFO : Epoch 1900 | loss: 0.0312305 | val_loss: 0.0312312 | Time: 1575.04 ms [2021-10-22 12:54:39 main:574] : INFO : Epoch 1901 | loss: 0.0312301 | val_loss: 0.0312306 | Time: 1558.29 ms [2021-10-22 12:54:40 main:574] : INFO : Epoch 1902 | loss: 0.0312307 | val_loss: 0.0312313 | Time: 1565.01 ms [2021-10-22 12:54:42 main:574] : INFO : Epoch 1903 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 1569.3 ms [2021-10-22 12:54:44 main:574] : INFO : Epoch 1904 | loss: 0.0312293 | val_loss: 0.0312301 | Time: 1552.66 ms [2021-10-22 12:54:45 main:574] : INFO : Epoch 1905 | loss: 0.0312295 | val_loss: 0.0312324 | Time: 1618.09 ms [2021-10-22 12:54:47 main:574] : INFO : Epoch 1906 | loss: 0.0312292 | val_loss: 0.0312295 | Time: 1553.15 ms [2021-10-22 12:54:48 main:574] : INFO : Epoch 1907 | loss: 0.0312283 | val_loss: 0.031232 | Time: 1569.09 ms [2021-10-22 12:54:50 main:574] : INFO : Epoch 1908 | loss: 0.0312293 | val_loss: 0.0312275 | Time: 1577.01 ms [2021-10-22 12:54:52 main:574] : INFO : Epoch 1909 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 1580.03 ms [2021-10-22 12:54:53 main:574] : INFO : Epoch 1910 | loss: 0.0312308 | val_loss: 0.0312269 | Time: 1574.29 ms [2021-10-22 12:54:55 main:574] : INFO : Epoch 1911 | loss: 0.0312274 | val_loss: 0.0312274 | Time: 1563.16 ms [2021-10-22 12:54:56 main:574] : INFO : Epoch 1912 | loss: 0.0312271 | val_loss: 0.0312275 | Time: 1568.64 ms [2021-10-22 12:54:58 main:574] : INFO : Epoch 1913 | loss: 0.0312276 | val_loss: 0.0312323 | Time: 1571.22 ms [2021-10-22 12:54:59 main:574] : INFO : Epoch 1914 | loss: 0.031229 | val_loss: 0.031226 | Time: 1569.28 ms [2021-10-22 12:55:01 main:574] : INFO : Epoch 1915 | loss: 0.0312259 | val_loss: 0.0312271 | Time: 1566.72 ms [2021-10-22 12:55:03 main:574] : INFO : Epoch 1916 | loss: 0.0312268 | val_loss: 0.0312257 | Time: 1575.45 ms [2021-10-22 12:55:04 main:574] : INFO : Epoch 1917 | loss: 0.0312298 | val_loss: 0.0312269 | Time: 1562.57 ms [2021-10-22 12:55:06 main:574] : INFO : Epoch 1918 | loss: 0.0312265 | val_loss: 0.0312255 | Time: 1569.55 ms [2021-10-22 12:55:07 main:574] : INFO : Epoch 1919 | loss: 0.0312279 | val_loss: 0.0312302 | Time: 1561.5 ms [2021-10-22 12:55:09 main:574] : INFO : Epoch 1920 | loss: 0.0312268 | val_loss: 0.0312261 | Time: 1565.17 ms [2021-10-22 12:55:11 main:574] : INFO : Epoch 1921 | loss: 0.0312253 | val_loss: 0.0312256 | Time: 1569.87 ms [2021-10-22 12:55:12 main:574] : INFO : Epoch 1922 | loss: 0.0312278 | val_loss: 0.0312249 | Time: 1556.8 ms [2021-10-22 12:55:14 main:574] : INFO : Epoch 1923 | loss: 0.0312298 | val_loss: 0.0312346 | Time: 1557.17 ms [2021-10-22 12:55:15 main:574] : INFO : Epoch 1924 | loss: 0.0312326 | val_loss: 0.0312242 | Time: 1567.55 ms [2021-10-22 12:55:17 main:574] : INFO : Epoch 1925 | loss: 0.0312286 | val_loss: 0.0312245 | Time: 1568.57 ms [2021-10-22 12:55:19 main:574] : INFO : Epoch 1926 | loss: 0.0312265 | val_loss: 0.0312324 | Time: 1660.75 ms [2021-10-22 12:55:20 main:574] : INFO : Epoch 1927 | loss: 0.0312286 | val_loss: 0.0312247 | Time: 1571.19 ms [2021-10-22 12:55:22 main:574] : INFO : Epoch 1928 | loss: 0.031228 | val_loss: 0.0312239 | Time: 1574.83 ms [2021-10-22 12:55:23 main:574] : INFO : Epoch 1929 | loss: 0.031227 | val_loss: 0.0312273 | Time: 1558.37 ms [2021-10-22 12:55:25 main:574] : INFO : Epoch 1930 | loss: 0.031229 | val_loss: 0.0312228 | Time: 1568.29 ms [2021-10-22 12:55:26 main:574] : INFO : Epoch 1931 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 1567.59 ms [2021-10-22 12:55:28 main:574] : INFO : Epoch 1932 | loss: 0.0312239 | val_loss: 0.0312288 | Time: 1547.33 ms [2021-10-22 12:55:30 main:574] : INFO : Epoch 1933 | loss: 0.0312264 | val_loss: 0.0312269 | Time: 1567.61 ms [2021-10-22 12:55:31 main:574] : INFO : Epoch 1934 | loss: 0.0312254 | val_loss: 0.0312281 | Time: 1572.07 ms [2021-10-22 12:55:33 main:574] : INFO : Epoch 1935 | loss: 0.0312246 | val_loss: 0.031223 | Time: 1586.81 ms [2021-10-22 12:55:34 main:574] : INFO : Epoch 1936 | loss: 0.0312239 | val_loss: 0.0312241 | Time: 1551.9 ms [2021-10-22 12:55:36 main:574] : INFO : Epoch 1937 | loss: 0.0312288 | val_loss: 0.031232 | Time: 1551.54 ms [2021-10-22 12:55:38 main:574] : INFO : Epoch 1938 | loss: 0.0312239 | val_loss: 0.0312276 | Time: 1570.83 ms [2021-10-22 12:55:39 main:574] : INFO : Epoch 1939 | loss: 0.0312261 | val_loss: 0.0312329 | Time: 1569.41 ms [2021-10-22 12:55:41 main:574] : INFO : Epoch 1940 | loss: 0.0312262 | val_loss: 0.0312223 | Time: 1562.87 ms [2021-10-22 12:55:42 main:574] : INFO : Epoch 1941 | loss: 0.0312232 | val_loss: 0.0312238 | Time: 1556.3 ms [2021-10-22 12:55:44 main:574] : INFO : Epoch 1942 | loss: 0.0312239 | val_loss: 0.0312319 | Time: 1564.82 ms [2021-10-22 12:55:45 main:574] : INFO : Epoch 1943 | loss: 0.031224 | val_loss: 0.0312214 | Time: 1551.81 ms [2021-10-22 12:55:47 main:574] : INFO : Epoch 1944 | loss: 0.0312225 | val_loss: 0.0312269 | Time: 1616.31 ms [2021-10-22 12:55:49 main:574] : INFO : Epoch 1945 | loss: 0.0312239 | val_loss: 0.0312225 | Time: 1565.99 ms [2021-10-22 12:55:50 main:574] : INFO : Epoch 1946 | loss: 0.0312225 | val_loss: 0.0312211 | Time: 1574.69 ms [2021-10-22 12:55:52 main:574] : INFO : Epoch 1947 | loss: 0.031222 | val_loss: 0.0312246 | Time: 1572.57 ms [2021-10-22 12:55:53 main:574] : INFO : Epoch 1948 | loss: 0.0312238 | val_loss: 0.0312237 | Time: 1561.91 ms [2021-10-22 12:55:55 main:574] : INFO : Epoch 1949 | loss: 0.0312226 | val_loss: 0.0312212 | Time: 1579.83 ms [2021-10-22 12:55:57 main:574] : INFO : Epoch 1950 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 1569.35 ms [2021-10-22 12:55:58 main:574] : INFO : Epoch 1951 | loss: 0.0312229 | val_loss: 0.031223 | Time: 1588 ms [2021-10-22 12:56:00 main:574] : INFO : Epoch 1952 | loss: 0.0312346 | val_loss: 0.0312204 | Time: 1559.9 ms [2021-10-22 12:56:02 main:574] : INFO : Epoch 1953 | loss: 0.0312252 | val_loss: 0.031222 | Time: 1577.38 ms [2021-10-22 12:56:03 main:574] : INFO : Epoch 1954 | loss: 0.0312214 | val_loss: 0.0312219 | Time: 1561.94 ms [2021-10-22 12:56:05 main:574] : INFO : Epoch 1955 | loss: 0.0312227 | val_loss: 0.0312248 | Time: 1625.06 ms [2021-10-22 12:56:06 main:574] : INFO : Epoch 1956 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1561.12 ms [2021-10-22 12:56:08 main:574] : INFO : Epoch 1957 | loss: 0.0312227 | val_loss: 0.031224 | Time: 1559.58 ms [2021-10-22 12:56:10 main:574] : INFO : Epoch 1958 | loss: 0.0312277 | val_loss: 0.0312245 | Time: 1546.88 ms [2021-10-22 12:56:11 main:574] : INFO : Epoch 1959 | loss: 0.0312288 | val_loss: 0.0312319 | Time: 1552.92 ms [2021-10-22 12:56:13 main:574] : INFO : Epoch 1960 | loss: 0.0312327 | val_loss: 0.0312493 | Time: 1579.12 ms [2021-10-22 12:56:14 main:574] : INFO : Epoch 1961 | loss: 0.0312355 | val_loss: 0.03123 | Time: 1562.08 ms [2021-10-22 12:56:16 main:574] : INFO : Epoch 1962 | loss: 0.031228 | val_loss: 0.0312209 | Time: 1563.44 ms [2021-10-22 12:56:17 main:574] : INFO : Epoch 1963 | loss: 0.0312227 | val_loss: 0.0312221 | Time: 1557.95 ms [2021-10-22 12:56:19 main:574] : INFO : Epoch 1964 | loss: 0.0312211 | val_loss: 0.0312197 | Time: 1561.5 ms [2021-10-22 12:56:21 main:574] : INFO : Epoch 1965 | loss: 0.0312221 | val_loss: 0.0312209 | Time: 1575.13 ms [2021-10-22 12:56:22 main:574] : INFO : Epoch 1966 | loss: 0.0312212 | val_loss: 0.031221 | Time: 1564.93 ms [2021-10-22 12:56:24 main:574] : INFO : Epoch 1967 | loss: 0.0312225 | val_loss: 0.0312204 | Time: 1555.8 ms [2021-10-22 12:56:25 main:574] : INFO : Epoch 1968 | loss: 0.0312207 | val_loss: 0.0312193 | Time: 1538.81 ms [2021-10-22 12:56:27 main:574] : INFO : Epoch 1969 | loss: 0.0312213 | val_loss: 0.0312267 | Time: 1578.94 ms [2021-10-22 12:56:29 main:574] : INFO : Epoch 1970 | loss: 0.0312238 | val_loss: 0.031222 | Time: 1575.25 ms [2021-10-22 12:56:30 main:574] : INFO : Epoch 1971 | loss: 0.0312232 | val_loss: 0.0312231 | Time: 1577.55 ms [2021-10-22 12:56:32 main:574] : INFO : Epoch 1972 | loss: 0.031224 | val_loss: 0.0312283 | Time: 1631.38 ms [2021-10-22 12:56:33 main:574] : INFO : Epoch 1973 | loss: 0.0312252 | val_loss: 0.0312191 | Time: 1536.94 ms [2021-10-22 12:56:35 main:574] : INFO : Epoch 1974 | loss: 0.0312265 | val_loss: 0.0312239 | Time: 1573.34 ms [2021-10-22 12:56:36 main:574] : INFO : Epoch 1975 | loss: 0.0312209 | val_loss: 0.0312235 | Time: 1568.76 ms [2021-10-22 12:56:38 main:574] : INFO : Epoch 1976 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 1557.74 ms [2021-10-22 12:56:40 main:574] : INFO : Epoch 1977 | loss: 0.0312248 | val_loss: 0.0312456 | Time: 1565.9 ms [2021-10-22 12:56:41 main:574] : INFO : Epoch 1978 | loss: 0.0312259 | val_loss: 0.0312196 | Time: 1559.66 ms [2021-10-22 12:56:43 main:574] : INFO : Epoch 1979 | loss: 0.0312209 | val_loss: 0.0312189 | Time: 1568.25 ms [2021-10-22 12:56:44 main:574] : INFO : Epoch 1980 | loss: 0.0312283 | val_loss: 0.031222 | Time: 1547.9 ms [2021-10-22 12:56:46 main:574] : INFO : Epoch 1981 | loss: 0.0312236 | val_loss: 0.0312265 | Time: 1580.61 ms [2021-10-22 12:56:48 main:574] : INFO : Epoch 1982 | loss: 0.0312249 | val_loss: 0.031222 | Time: 1571 ms [2021-10-22 12:56:49 main:574] : INFO : Epoch 1983 | loss: 0.0312227 | val_loss: 0.0312245 | Time: 1552.1 ms [2021-10-22 12:56:51 main:574] : INFO : Epoch 1984 | loss: 0.0312236 | val_loss: 0.0312305 | Time: 1578.76 ms [2021-10-22 12:56:52 main:574] : INFO : Epoch 1985 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 1564.97 ms [2021-10-22 12:56:54 main:574] : INFO : Epoch 1986 | loss: 0.0312261 | val_loss: 0.0312302 | Time: 1565.03 ms [2021-10-22 12:56:55 main:574] : INFO : Epoch 1987 | loss: 0.0312233 | val_loss: 0.0312204 | Time: 1567.59 ms [2021-10-22 12:56:57 main:574] : INFO : Epoch 1988 | loss: 0.0312226 | val_loss: 0.0312206 | Time: 1584.58 ms [2021-10-22 12:56:59 main:574] : INFO : Epoch 1989 | loss: 0.031222 | val_loss: 0.0312258 | Time: 1567.24 ms [2021-10-22 12:57:00 main:574] : INFO : Epoch 1990 | loss: 0.0312291 | val_loss: 0.0312246 | Time: 1657.32 ms [2021-10-22 12:57:02 main:574] : INFO : Epoch 1991 | loss: 0.0312235 | val_loss: 0.031223 | Time: 1554.31 ms [2021-10-22 12:57:03 main:574] : INFO : Epoch 1992 | loss: 0.0312213 | val_loss: 0.0312219 | Time: 1559.63 ms [2021-10-22 12:57:05 main:574] : INFO : Epoch 1993 | loss: 0.0312227 | val_loss: 0.0312229 | Time: 1582.25 ms [2021-10-22 12:57:07 main:574] : INFO : Epoch 1994 | loss: 0.0312257 | val_loss: 0.0312217 | Time: 1570.64 ms [2021-10-22 12:57:08 main:574] : INFO : Epoch 1995 | loss: 0.0312201 | val_loss: 0.0312188 | Time: 1567.53 ms [2021-10-22 12:57:10 main:574] : INFO : Epoch 1996 | loss: 0.0312195 | val_loss: 0.0312243 | Time: 1568.44 ms [2021-10-22 12:57:11 main:574] : INFO : Epoch 1997 | loss: 0.031226 | val_loss: 0.0312213 | Time: 1568.67 ms [2021-10-22 12:57:13 main:574] : INFO : Epoch 1998 | loss: 0.0312217 | val_loss: 0.0312221 | Time: 1564.78 ms [2021-10-22 12:57:15 main:574] : INFO : Epoch 1999 | loss: 0.0312186 | val_loss: 0.0312178 | Time: 1578.15 ms [2021-10-22 12:57:16 main:574] : INFO : Epoch 2000 | loss: 0.031221 | val_loss: 0.03122 | Time: 1589.36 ms [2021-10-22 12:57:18 main:574] : INFO : Epoch 2001 | loss: 0.031224 | val_loss: 0.0312224 | Time: 1578.37 ms [2021-10-22 12:57:19 main:574] : INFO : Epoch 2002 | loss: 0.0312226 | val_loss: 0.0312204 | Time: 1561.08 ms [2021-10-22 12:57:21 main:574] : INFO : Epoch 2003 | loss: 0.0312264 | val_loss: 0.0312313 | Time: 1569.14 ms [2021-10-22 12:57:23 main:574] : INFO : Epoch 2004 | loss: 0.0312222 | val_loss: 0.0312175 | Time: 1579.33 ms [2021-10-22 12:57:24 main:574] : INFO : Epoch 2005 | loss: 0.0312179 | val_loss: 0.0312181 | Time: 1557.65 ms [2021-10-22 12:57:26 main:574] : INFO : Epoch 2006 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 1579.51 ms [2021-10-22 12:57:27 main:574] : INFO : Epoch 2007 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 1568.44 ms [2021-10-22 12:57:29 main:574] : INFO : Epoch 2008 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 1558.26 ms [2021-10-22 12:57:30 main:574] : INFO : Epoch 2009 | loss: 0.0312211 | val_loss: 0.0312284 | Time: 1572.5 ms [2021-10-22 12:57:32 main:574] : INFO : Epoch 2010 | loss: 0.0312196 | val_loss: 0.0312179 | Time: 1557.63 ms [2021-10-22 12:57:34 main:574] : INFO : Epoch 2011 | loss: 0.0312177 | val_loss: 0.0312177 | Time: 1565.79 ms [2021-10-22 12:57:35 main:574] : INFO : Epoch 2012 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 1555.03 ms [2021-10-22 12:57:37 main:574] : INFO : Epoch 2013 | loss: 0.0312193 | val_loss: 0.0312231 | Time: 1558.65 ms [2021-10-22 12:57:38 main:574] : INFO : Epoch 2014 | loss: 0.0312216 | val_loss: 0.0312187 | Time: 1636.54 ms [2021-10-22 12:57:40 main:574] : INFO : Epoch 2015 | loss: 0.0312195 | val_loss: 0.0312248 | Time: 1565.81 ms [2021-10-22 12:57:42 main:574] : INFO : Epoch 2016 | loss: 0.0312239 | val_loss: 0.0312191 | Time: 1567.77 ms [2021-10-22 12:57:43 main:574] : INFO : Epoch 2017 | loss: 0.0312194 | val_loss: 0.0312179 | Time: 1568.08 ms [2021-10-22 12:57:45 main:574] : INFO : Epoch 2018 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 1575.24 ms [2021-10-22 12:57:46 main:574] : INFO : Epoch 2019 | loss: 0.0312186 | val_loss: 0.0312201 | Time: 1562.95 ms [2021-10-22 12:57:48 main:574] : INFO : Epoch 2020 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 1566.95 ms [2021-10-22 12:57:50 main:574] : INFO : Epoch 2021 | loss: 0.0312195 | val_loss: 0.0312206 | Time: 1571.1 ms [2021-10-22 12:57:51 main:574] : INFO : Epoch 2022 | loss: 0.0312256 | val_loss: 0.0312177 | Time: 1562.94 ms [2021-10-22 12:57:53 main:574] : INFO : Epoch 2023 | loss: 0.0312215 | val_loss: 0.0312213 | Time: 1579.52 ms [2021-10-22 12:57:54 main:574] : INFO : Epoch 2024 | loss: 0.0312198 | val_loss: 0.0312186 | Time: 1562.48 ms [2021-10-22 12:57:56 main:574] : INFO : Epoch 2025 | loss: 0.0312202 | val_loss: 0.0312271 | Time: 1570.49 ms [2021-10-22 12:57:57 main:574] : INFO : Epoch 2026 | loss: 0.0312211 | val_loss: 0.0312167 | Time: 1548.71 ms [2021-10-22 12:57:59 main:574] : INFO : Epoch 2027 | loss: 0.0312189 | val_loss: 0.031223 | Time: 1578.79 ms [2021-10-22 12:58:01 main:574] : INFO : Epoch 2028 | loss: 0.031221 | val_loss: 0.0312183 | Time: 1579.03 ms [2021-10-22 12:58:02 main:574] : INFO : Epoch 2029 | loss: 0.0312192 | val_loss: 0.0312185 | Time: 1560.47 ms [2021-10-22 12:58:04 main:574] : INFO : Epoch 2030 | loss: 0.0312186 | val_loss: 0.0312207 | Time: 1555.8 ms [2021-10-22 12:58:05 main:574] : INFO : Epoch 2031 | loss: 0.0312198 | val_loss: 0.0312179 | Time: 1560 ms [2021-10-22 12:58:07 main:574] : INFO : Epoch 2032 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 1632.34 ms [2021-10-22 12:58:09 main:574] : INFO : Epoch 2033 | loss: 0.0312191 | val_loss: 0.0312163 | Time: 1559.05 ms [2021-10-22 12:58:10 main:574] : INFO : Epoch 2034 | loss: 0.0312181 | val_loss: 0.0312193 | Time: 1561.27 ms [2021-10-22 12:58:12 main:574] : INFO : Epoch 2035 | loss: 0.0312186 | val_loss: 0.0312169 | Time: 1563.56 ms [2021-10-22 12:58:13 main:574] : INFO : Epoch 2036 | loss: 0.0312177 | val_loss: 0.0312236 | Time: 1566.54 ms [2021-10-22 12:58:15 main:574] : INFO : Epoch 2037 | loss: 0.0312181 | val_loss: 0.0312163 | Time: 1618.25 ms [2021-10-22 12:58:17 main:574] : INFO : Epoch 2038 | loss: 0.0312179 | val_loss: 0.0312183 | Time: 1574.32 ms [2021-10-22 12:58:18 main:574] : INFO : Epoch 2039 | loss: 0.0312195 | val_loss: 0.031221 | Time: 1572.5 ms [2021-10-22 12:58:20 main:574] : INFO : Epoch 2040 | loss: 0.0312217 | val_loss: 0.0312182 | Time: 1567.12 ms [2021-10-22 12:58:21 main:574] : INFO : Epoch 2041 | loss: 0.0312202 | val_loss: 0.0312173 | Time: 1559.17 ms [2021-10-22 12:58:23 main:574] : INFO : Epoch 2042 | loss: 0.031218 | val_loss: 0.031216 | Time: 1560.88 ms [2021-10-22 12:58:24 main:574] : INFO : Epoch 2043 | loss: 0.0312166 | val_loss: 0.0312156 | Time: 1550.64 ms [2021-10-22 12:58:26 main:574] : INFO : Epoch 2044 | loss: 0.0312157 | val_loss: 0.0312182 | Time: 1575.35 ms [2021-10-22 12:58:28 main:574] : INFO : Epoch 2045 | loss: 0.0312179 | val_loss: 0.0312174 | Time: 1563.93 ms [2021-10-22 12:58:29 main:574] : INFO : Epoch 2046 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 1556.1 ms [2021-10-22 12:58:31 main:574] : INFO : Epoch 2047 | loss: 0.0312182 | val_loss: 0.0312159 | Time: 1647.68 ms [2021-10-22 12:58:32 main:574] : INFO : Epoch 2048 | loss: 0.0312169 | val_loss: 0.0312158 | Time: 1552.5 ms [2021-10-22 12:58:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312158 [2021-10-22 12:58:33 main:603] : INFO : Saving end state to config to file [2021-10-22 12:58:33 main:608] : INFO : Success, exiting.. 12:58:33 (6516): 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)