Task 11651643
| Name | ParityModified-1639962880-11438-3-0_0 |
| Workunit | 8867563 |
| Created | 17 Feb 2022, 4:31:58 UTC |
| Sent | 26 Feb 2022, 19:39:48 UTC |
| Report deadline | 6 Mar 2022, 19:39:48 UTC |
| Received | 2 Mar 2022, 20:54:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19252 |
| Run time | 50 min 25 sec |
| CPU time | 49 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,569.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2-03-02 15:36:53 main:574] : INFO : Epoch 1542 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 1477.28 ms [2022-03-02 15:36:55 main:574] : INFO : Epoch 1543 | loss: 0.0311503 | val_loss: 0.0311645 | Time: 1460.79 ms [2022-03-02 15:36:56 main:574] : INFO : Epoch 1544 | loss: 0.0311508 | val_loss: 0.0311692 | Time: 1450.94 ms [2022-03-02 15:36:57 main:574] : INFO : Epoch 1545 | loss: 0.031153 | val_loss: 0.0311736 | Time: 1439.79 ms [2022-03-02 15:36:59 main:574] : INFO : Epoch 1546 | loss: 0.031155 | val_loss: 0.0311666 | Time: 1467.81 ms [2022-03-02 15:37:00 main:574] : INFO : Epoch 1547 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 1454.32 ms [2022-03-02 15:37:02 main:574] : INFO : Epoch 1548 | loss: 0.0311507 | val_loss: 0.0311667 | Time: 1468.36 ms [2022-03-02 15:37:03 main:574] : INFO : Epoch 1549 | loss: 0.0311509 | val_loss: 0.0311661 | Time: 1469.53 ms [2022-03-02 15:37:05 main:574] : INFO : Epoch 1550 | loss: 0.0311539 | val_loss: 0.0311724 | Time: 1464.71 ms [2022-03-02 15:37:06 main:574] : INFO : Epoch 1551 | loss: 0.0311518 | val_loss: 0.0311672 | Time: 1461.58 ms [2022-03-02 15:37:08 main:574] : INFO : Epoch 1552 | loss: 0.0311559 | val_loss: 0.031174 | Time: 1478.97 ms [2022-03-02 15:37:09 main:574] : INFO : Epoch 1553 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 1473.32 ms [2022-03-02 15:37:11 main:574] : INFO : Epoch 1554 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 1455.02 ms [2022-03-02 15:37:12 main:574] : INFO : Epoch 1555 | loss: 0.031165 | val_loss: 0.0311716 | Time: 1463.85 ms [2022-03-02 15:37:14 main:574] : INFO : Epoch 1556 | loss: 0.0311631 | val_loss: 0.0311697 | Time: 1461.61 ms [2022-03-02 15:37:15 main:574] : INFO : Epoch 1557 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 1464.85 ms [2022-03-02 15:37:17 main:574] : INFO : Epoch 1558 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 1597.22 ms [2022-03-02 15:37:18 main:574] : INFO : Epoch 1559 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 1593.3 ms [2022-03-02 15:37:20 main:574] : INFO : Epoch 1560 | loss: 0.0311569 | val_loss: 0.0311697 | Time: 1513.3 ms [2022-03-02 15:37:21 main:574] : INFO : Epoch 1561 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 1512.28 ms [2022-03-02 15:37:23 main:574] : INFO : Epoch 1562 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 1557.13 ms [2022-03-02 15:37:24 main:574] : INFO : Epoch 1563 | loss: 0.031153 | val_loss: 0.0311682 | Time: 1479.03 ms [2022-03-02 15:37:26 main:574] : INFO : Epoch 1564 | loss: 0.0311524 | val_loss: 0.031167 | Time: 1530.9 ms [2022-03-02 15:37:27 main:574] : INFO : Epoch 1565 | loss: 0.0311528 | val_loss: 0.0311689 | Time: 1521.33 ms [2022-03-02 15:37:29 main:574] : INFO : Epoch 1566 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1540.8 ms [2022-03-02 15:37:30 main:574] : INFO : Epoch 1567 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 1519.17 ms [2022-03-02 15:37:32 main:574] : INFO : Epoch 1568 | loss: 0.0311567 | val_loss: 0.0311665 | Time: 1455.49 ms [2022-03-02 15:37:33 main:574] : INFO : Epoch 1569 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 1455.58 ms [2022-03-02 15:37:35 main:574] : INFO : Epoch 1570 | loss: 0.0311534 | val_loss: 0.0311684 | Time: 1448.01 ms [2022-03-02 15:37:36 main:574] : INFO : Epoch 1571 | loss: 0.0311519 | val_loss: 0.0311645 | Time: 1465.67 ms [2022-03-02 15:37:38 main:574] : INFO : Epoch 1572 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 1456.65 ms [2022-03-02 15:37:39 main:574] : INFO : Epoch 1573 | loss: 0.0311514 | val_loss: 0.0311648 | Time: 1478.79 ms [2022-03-02 15:37:41 main:574] : INFO : Epoch 1574 | loss: 0.0311511 | val_loss: 0.0311652 | Time: 1468.9 ms [2022-03-02 15:37:42 main:574] : INFO : Epoch 1575 | loss: 0.0311509 | val_loss: 0.0311675 | Time: 1472 ms [2022-03-02 15:37:44 main:574] : INFO : Epoch 1576 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 1468.55 ms [2022-03-02 15:37:45 main:574] : INFO : Epoch 1577 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 1474.87 ms [2022-03-02 15:37:47 main:574] : INFO : Epoch 1578 | loss: 0.0311544 | val_loss: 0.031163 | Time: 1438.2 ms [2022-03-02 15:37:48 main:574] : INFO : Epoch 1579 | loss: 0.03115 | val_loss: 0.0311644 | Time: 1467.23 ms [2022-03-02 15:37:50 main:574] : INFO : Epoch 1580 | loss: 0.0311495 | val_loss: 0.0311646 | Time: 1457.4 ms [2022-03-02 15:37:51 main:574] : INFO : Epoch 1581 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 1495.97 ms [2022-03-02 15:37:52 main:574] : INFO : Epoch 1582 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 1461.94 ms [2022-03-02 15:37:54 main:574] : INFO : Epoch 1583 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 1483.4 ms [2022-03-02 15:37:55 main:574] : INFO : Epoch 1584 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 1472.45 ms [2022-03-02 15:37:57 main:574] : INFO : Epoch 1585 | loss: 0.0311503 | val_loss: 0.031172 | Time: 1472.77 ms [2022-03-02 15:37:58 main:574] : INFO : Epoch 1586 | loss: 0.0311493 | val_loss: 0.0311666 | Time: 1478.7 ms [2022-03-02 15:38:00 main:574] : INFO : Epoch 1587 | loss: 0.0311492 | val_loss: 0.0311673 | Time: 1458.33 ms [2022-03-02 15:38:01 main:574] : INFO : Epoch 1588 | loss: 0.031149 | val_loss: 0.0311658 | Time: 1466.03 ms [2022-03-02 15:38:03 main:574] : INFO : Epoch 1589 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 1475.31 ms [2022-03-02 15:38:04 main:574] : INFO : Epoch 1590 | loss: 0.0311483 | val_loss: 0.0311654 | Time: 1460.24 ms [2022-03-02 15:38:06 main:574] : INFO : Epoch 1591 | loss: 0.0311478 | val_loss: 0.0311648 | Time: 1470.51 ms [2022-03-02 15:38:07 main:574] : INFO : Epoch 1592 | loss: 0.0311469 | val_loss: 0.0311643 | Time: 1460.77 ms [2022-03-02 15:38:09 main:574] : INFO : Epoch 1593 | loss: 0.0311464 | val_loss: 0.0311647 | Time: 1473 ms [2022-03-02 15:38:10 main:574] : INFO : Epoch 1594 | loss: 0.0311465 | val_loss: 0.0311643 | Time: 1440.15 ms [2022-03-02 15:38:12 main:574] : INFO : Epoch 1595 | loss: 0.0311454 | val_loss: 0.0311639 | Time: 1458.77 ms [2022-03-02 15:38:13 main:574] : INFO : Epoch 1596 | loss: 0.0311456 | val_loss: 0.0311637 | Time: 1465.69 ms [2022-03-02 15:38:15 main:574] : INFO : Epoch 1597 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 1452.37 ms [2022-03-02 15:38:16 main:574] : INFO : Epoch 1598 | loss: 0.0311461 | val_loss: 0.0311668 | Time: 1458.13 ms [2022-03-02 15:38:17 main:574] : INFO : Epoch 1599 | loss: 0.0311442 | val_loss: 0.0311676 | Time: 1470.81 ms [2022-03-02 15:38:19 main:574] : INFO : Epoch 1600 | loss: 0.0311456 | val_loss: 0.0311643 | Time: 1459.01 ms [2022-03-02 15:38:20 main:574] : INFO : Epoch 1601 | loss: 0.0311442 | val_loss: 0.0311644 | Time: 1476.1 ms [2022-03-02 15:38:22 main:574] : INFO : Epoch 1602 | loss: 0.0311445 | val_loss: 0.031166 | Time: 1469.3 ms [2022-03-02 15:38:23 main:574] : INFO : Epoch 1603 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 1465.02 ms [2022-03-02 15:38:25 main:574] : INFO : Epoch 1604 | loss: 0.0311447 | val_loss: 0.0311661 | Time: 1472.03 ms [2022-03-02 15:38:26 main:574] : INFO : Epoch 1605 | loss: 0.0311443 | val_loss: 0.0311687 | Time: 1455.5 ms [2022-03-02 15:38:28 main:574] : INFO : Epoch 1606 | loss: 0.0311462 | val_loss: 0.0311655 | Time: 1465.93 ms [2022-03-02 15:38:29 main:574] : INFO : Epoch 1607 | loss: 0.031146 | val_loss: 0.0311648 | Time: 1465.78 ms [2022-03-02 15:38:31 main:574] : INFO : Epoch 1608 | loss: 0.0311454 | val_loss: 0.0311652 | Time: 1460.91 ms [2022-03-02 15:38:32 main:574] : INFO : Epoch 1609 | loss: 0.0311446 | val_loss: 0.0311664 | Time: 1457.48 ms [2022-03-02 15:38:34 main:574] : INFO : Epoch 1610 | loss: 0.0311448 | val_loss: 0.0311661 | Time: 1468.26 ms [2022-03-02 15:38:35 main:574] : INFO : Epoch 1611 | loss: 0.0311443 | val_loss: 0.0311692 | Time: 1453.76 ms [2022-03-02 15:38:37 main:574] : INFO : Epoch 1612 | loss: 0.0311494 | val_loss: 0.0311678 | Time: 1497.6 ms [2022-03-02 15:38:38 main:574] : INFO : Epoch 1613 | loss: 0.0311496 | val_loss: 0.0311664 | Time: 1474.99 ms [2022-03-02 15:38:40 main:574] : INFO : Epoch 1614 | loss: 0.0311492 | val_loss: 0.0311648 | Time: 1457.79 ms [2022-03-02 15:38:41 main:574] : INFO : Epoch 1615 | loss: 0.0311518 | val_loss: 0.0311683 | Time: 1456.51 ms [2022-03-02 15:38:43 main:574] : INFO : Epoch 1616 | loss: 0.0311513 | val_loss: 0.0311665 | Time: 1459.73 ms [2022-03-02 15:38:44 main:574] : INFO : Epoch 1617 | loss: 0.0311532 | val_loss: 0.0311663 | Time: 1455 ms [2022-03-02 15:38:45 main:574] : INFO : Epoch 1618 | loss: 0.03115 | val_loss: 0.0311653 | Time: 1460.94 ms [2022-03-02 15:38:47 main:574] : INFO : Epoch 1619 | loss: 0.0311484 | val_loss: 0.0311662 | Time: 1468.09 ms [2022-03-02 15:38:48 main:574] : INFO : Epoch 1620 | loss: 0.0311467 | val_loss: 0.0311655 | Time: 1476.36 ms [2022-03-02 15:38:50 main:574] : INFO : Epoch 1621 | loss: 0.0311464 | val_loss: 0.0311641 | Time: 1483.12 ms [2022-03-02 15:38:51 main:574] : INFO : Epoch 1622 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 1460.52 ms [2022-03-02 15:38:53 main:574] : INFO : Epoch 1623 | loss: 0.0311465 | val_loss: 0.031165 | Time: 1473.36 ms [2022-03-02 15:38:54 main:574] : INFO : Epoch 1624 | loss: 0.0311463 | val_loss: 0.031166 | Time: 1447.42 ms [2022-03-02 15:38:56 main:574] : INFO : Epoch 1625 | loss: 0.0311456 | val_loss: 0.0311653 | Time: 1464.4 ms [2022-03-02 15:38:57 main:574] : INFO : Epoch 1626 | loss: 0.031146 | val_loss: 0.0311697 | Time: 1467.75 ms [2022-03-02 15:38:59 main:574] : INFO : Epoch 1627 | loss: 0.031145 | val_loss: 0.031166 | Time: 1454.69 ms [2022-03-02 15:39:00 main:574] : INFO : Epoch 1628 | loss: 0.0311457 | val_loss: 0.0311735 | Time: 1463.84 ms [2022-03-02 15:39:02 main:574] : INFO : Epoch 1629 | loss: 0.0311461 | val_loss: 0.0311677 | Time: 1450.48 ms [2022-03-02 15:39:03 main:574] : INFO : Epoch 1630 | loss: 0.0311466 | val_loss: 0.0311696 | Time: 1443.53 ms [2022-03-02 15:39:05 main:574] : INFO : Epoch 1631 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 1449.9 ms [2022-03-02 15:39:06 main:574] : INFO : Epoch 1632 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 1453.74 ms [2022-03-02 15:39:07 main:574] : INFO : Epoch 1633 | loss: 0.0311499 | val_loss: 0.0311708 | Time: 1441.34 ms [2022-03-02 15:39:09 main:574] : INFO : Epoch 1634 | loss: 0.0311492 | val_loss: 0.0311721 | Time: 1482.03 ms [2022-03-02 15:39:10 main:574] : INFO : Epoch 1635 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 1482.96 ms [2022-03-02 15:39:12 main:574] : INFO : Epoch 1636 | loss: 0.0311476 | val_loss: 0.0311711 | Time: 1451.3 ms [2022-03-02 15:39:13 main:574] : INFO : Epoch 1637 | loss: 0.0311468 | val_loss: 0.0311706 | Time: 1459.67 ms [2022-03-02 15:39:15 main:574] : INFO : Epoch 1638 | loss: 0.0311455 | val_loss: 0.0311712 | Time: 1464.27 ms [2022-03-02 15:39:16 main:574] : INFO : Epoch 1639 | loss: 0.031145 | val_loss: 0.0311706 | Time: 1465.79 ms [2022-03-02 15:39:18 main:574] : INFO : Epoch 1640 | loss: 0.0311448 | val_loss: 0.0311699 | Time: 1467.7 ms [2022-03-02 15:39:19 main:574] : INFO : Epoch 1641 | loss: 0.0311445 | val_loss: 0.03117 | Time: 1468.08 ms [2022-03-02 15:39:21 main:574] : INFO : Epoch 1642 | loss: 0.0311442 | val_loss: 0.0311693 | Time: 1432.52 ms [2022-03-02 15:39:22 main:574] : INFO : Epoch 1643 | loss: 0.0311444 | val_loss: 0.0311676 | Time: 1474.83 ms [2022-03-02 15:39:24 main:574] : INFO : Epoch 1644 | loss: 0.0311451 | val_loss: 0.0311709 | Time: 1504.71 ms [2022-03-02 15:39:25 main:574] : INFO : Epoch 1645 | loss: 0.0311438 | val_loss: 0.0311717 | Time: 1488.51 ms [2022-03-02 15:39:27 main:574] : INFO : Epoch 1646 | loss: 0.0311438 | val_loss: 0.0311807 | Time: 1467.63 ms [2022-03-02 15:39:28 main:574] : INFO : Epoch 1647 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 1450.05 ms [2022-03-02 15:39:30 main:574] : INFO : Epoch 1648 | loss: 0.0311428 | val_loss: 0.0311706 | Time: 1447.89 ms [2022-03-02 15:39:31 main:574] : INFO : Epoch 1649 | loss: 0.0311427 | val_loss: 0.0311697 | Time: 1457.5 ms [2022-03-02 15:39:32 main:574] : INFO : Epoch 1650 | loss: 0.0311472 | val_loss: 0.0311678 | Time: 1458.31 ms [2022-03-02 15:39:34 main:574] : INFO : Epoch 1651 | loss: 0.0311485 | val_loss: 0.0311691 | Time: 1479.27 ms [2022-03-02 15:39:35 main:574] : INFO : Epoch 1652 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 1462.07 ms [2022-03-02 15:39:37 main:574] : INFO : Epoch 1653 | loss: 0.0311447 | val_loss: 0.0311686 | Time: 1463.18 ms [2022-03-02 15:39:38 main:574] : INFO : Epoch 1654 | loss: 0.0311451 | val_loss: 0.0311708 | Time: 1467.47 ms [2022-03-02 15:39:40 main:574] : INFO : Epoch 1655 | loss: 0.0311457 | val_loss: 0.0311688 | Time: 1466.95 ms [2022-03-02 15:39:41 main:574] : INFO : Epoch 1656 | loss: 0.0311441 | val_loss: 0.0311724 | Time: 1455.82 ms [2022-03-02 15:39:43 main:574] : INFO : Epoch 1657 | loss: 0.0311442 | val_loss: 0.0311715 | Time: 1444.57 ms [2022-03-02 15:39:44 main:574] : INFO : Epoch 1658 | loss: 0.031145 | val_loss: 0.0311688 | Time: 1459.85 ms [2022-03-02 15:39:46 main:574] : INFO : Epoch 1659 | loss: 0.0311439 | val_loss: 0.031167 | Time: 1443.24 ms [2022-03-02 15:39:47 main:574] : INFO : Epoch 1660 | loss: 0.0311423 | val_loss: 0.0311692 | Time: 1478.32 ms [2022-03-02 15:39:49 main:574] : INFO : Epoch 1661 | loss: 0.0311423 | val_loss: 0.0311675 | Time: 1457.7 ms [2022-03-02 15:39:50 main:574] : INFO : Epoch 1662 | loss: 0.0311429 | val_loss: 0.0311694 | Time: 1450 ms [2022-03-02 15:39:51 main:574] : INFO : Epoch 1663 | loss: 0.0311438 | val_loss: 0.0311711 | Time: 1442.65 ms [2022-03-02 15:39:53 main:574] : INFO : Epoch 1664 | loss: 0.0311429 | val_loss: 0.0311676 | Time: 1452.44 ms [2022-03-02 15:39:54 main:574] : INFO : Epoch 1665 | loss: 0.0311419 | val_loss: 0.0311669 | Time: 1468.19 ms [2022-03-02 15:39:56 main:574] : INFO : Epoch 1666 | loss: 0.0311412 | val_loss: 0.0311675 | Time: 1454.43 ms [2022-03-02 15:39:57 main:574] : INFO : Epoch 1667 | loss: 0.031141 | val_loss: 0.0311684 | Time: 1514.22 ms [2022-03-02 15:39:59 main:574] : INFO : Epoch 1668 | loss: 0.031142 | val_loss: 0.0311667 | Time: 1469.49 ms [2022-03-02 15:40:00 main:574] : INFO : Epoch 1669 | loss: 0.0311425 | val_loss: 0.031168 | Time: 1507.1 ms [2022-03-02 15:40:02 main:574] : INFO : Epoch 1670 | loss: 0.0311521 | val_loss: 0.0311695 | Time: 1492.9 ms [2022-03-02 15:40:03 main:574] : INFO : Epoch 1671 | loss: 0.0311518 | val_loss: 0.0311697 | Time: 1468.92 ms [2022-03-02 15:40:05 main:574] : INFO : Epoch 1672 | loss: 0.0311497 | val_loss: 0.0311688 | Time: 1482.14 ms [2022-03-02 15:40:06 main:574] : INFO : Epoch 1673 | loss: 0.031147 | val_loss: 0.0311722 | Time: 1480.73 ms [2022-03-02 15:40:08 main:574] : INFO : Epoch 1674 | loss: 0.0311472 | val_loss: 0.031168 | Time: 1460.08 ms [2022-03-02 15:40:09 main:574] : INFO : Epoch 1675 | loss: 0.0311469 | val_loss: 0.0311702 | Time: 1482.04 ms [2022-03-02 15:40:11 main:574] : INFO : Epoch 1676 | loss: 0.0311467 | val_loss: 0.0311714 | Time: 1478.11 ms [2022-03-02 15:40:12 main:574] : INFO : Epoch 1677 | loss: 0.0311474 | val_loss: 0.0311718 | Time: 1475.84 ms [2022-03-02 15:40:14 main:574] : INFO : Epoch 1678 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 1472.95 ms [2022-03-02 15:40:15 main:574] : INFO : Epoch 1679 | loss: 0.0311456 | val_loss: 0.0311677 | Time: 1480.86 ms [2022-03-02 15:40:17 main:574] : INFO : Epoch 1680 | loss: 0.0311483 | val_loss: 0.031173 | Time: 1468.57 ms [2022-03-02 15:40:18 main:574] : INFO : Epoch 1681 | loss: 0.0311471 | val_loss: 0.0311697 | Time: 1441.74 ms [2022-03-02 15:40:20 main:574] : INFO : Epoch 1682 | loss: 0.0311475 | val_loss: 0.0311681 | Time: 1444.36 ms [2022-03-02 15:40:21 main:574] : INFO : Epoch 1683 | loss: 0.0311502 | val_loss: 0.0311718 | Time: 1458.41 ms [2022-03-02 15:40:23 main:574] : INFO : Epoch 1684 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 1465.54 ms [2022-03-02 15:40:24 main:574] : INFO : Epoch 1685 | loss: 0.0311447 | val_loss: 0.0311668 | Time: 1448.3 ms [2022-03-02 15:40:25 main:574] : INFO : Epoch 1686 | loss: 0.0311464 | val_loss: 0.0311667 | Time: 1450.92 ms [2022-03-02 15:40:27 main:574] : INFO : Epoch 1687 | loss: 0.0311443 | val_loss: 0.0311687 | Time: 1473.66 ms [2022-03-02 15:40:28 main:574] : INFO : Epoch 1688 | loss: 0.0311418 | val_loss: 0.0311682 | Time: 1471.59 ms [2022-03-02 15:40:30 main:574] : INFO : Epoch 1689 | loss: 0.0311419 | val_loss: 0.0311709 | Time: 1438.38 ms [2022-03-02 15:40:31 main:574] : INFO : Epoch 1690 | loss: 0.0311429 | val_loss: 0.0311669 | Time: 1463.48 ms [2022-03-02 15:40:33 main:574] : INFO : Epoch 1691 | loss: 0.0311427 | val_loss: 0.0311685 | Time: 1470.32 ms [2022-03-02 15:40:34 main:574] : INFO : Epoch 1692 | loss: 0.0311425 | val_loss: 0.0311785 | Time: 1467.69 ms [2022-03-02 15:40:36 main:574] : INFO : Epoch 1693 | loss: 0.031148 | val_loss: 0.0311665 | Time: 1463.94 ms [2022-03-02 15:40:37 main:574] : INFO : Epoch 1694 | loss: 0.0311448 | val_loss: 0.031169 | Time: 1517.12 ms [2022-03-02 15:40:39 main:574] : INFO : Epoch 1695 | loss: 0.0311428 | val_loss: 0.0311732 | Time: 1466.58 ms [2022-03-02 15:40:40 main:574] : INFO : Epoch 1696 | loss: 0.0311443 | val_loss: 0.0311707 | Time: 1453.91 ms [2022-03-02 15:40:42 main:574] : INFO : Epoch 1697 | loss: 0.0311426 | val_loss: 0.0311741 | Time: 1457.9 ms [2022-03-02 15:40:43 main:574] : INFO : Epoch 1698 | loss: 0.0311424 | val_loss: 0.0311667 | Time: 1426.45 ms [2022-03-02 15:40:45 main:574] : INFO : Epoch 1699 | loss: 0.0311428 | val_loss: 0.0311697 | Time: 1449.87 ms [2022-03-02 15:40:46 main:574] : INFO : Epoch 1700 | loss: 0.0311472 | val_loss: 0.0311674 | Time: 1455.16 ms [2022-03-02 15:40:47 main:574] : INFO : Epoch 1701 | loss: 0.0311445 | val_loss: 0.0311669 | Time: 1458.61 ms [2022-03-02 15:40:49 main:574] : INFO : Epoch 1702 | loss: 0.0311432 | val_loss: 0.0311667 | Time: 1471.09 ms [2022-03-02 15:40:50 main:574] : INFO : Epoch 1703 | loss: 0.031144 | val_loss: 0.0311688 | Time: 1464.06 ms [2022-03-02 15:40:52 main:574] : INFO : Epoch 1704 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 1456.1 ms [2022-03-02 15:40:53 main:574] : INFO : Epoch 1705 | loss: 0.0311459 | val_loss: 0.0311682 | Time: 1466.99 ms [2022-03-02 15:40:55 main:574] : INFO : Epoch 1706 | loss: 0.0311454 | val_loss: 0.0311692 | Time: 1481.44 ms [2022-03-02 15:40:56 main:574] : INFO : Epoch 1707 | loss: 0.0311405 | val_loss: 0.0311672 | Time: 1465.6 ms [2022-03-02 15:40:58 main:574] : INFO : Epoch 1708 | loss: 0.0311412 | val_loss: 0.0311723 | Time: 1472.32 ms [2022-03-02 15:40:59 main:574] : INFO : Epoch 1709 | loss: 0.0311427 | val_loss: 0.0311706 | Time: 1452.02 ms [2022-03-02 15:41:01 main:574] : INFO : Epoch 1710 | loss: 0.0311422 | val_loss: 0.0311681 | Time: 1458.6 ms [2022-03-02 15:41:02 main:574] : INFO : Epoch 1711 | loss: 0.0311427 | val_loss: 0.0311707 | Time: 1468.17 ms [2022-03-02 15:41:04 main:574] : INFO : Epoch 1712 | loss: 0.0311402 | val_loss: 0.0311657 | Time: 1456.69 ms [2022-03-02 15:41:05 main:574] : INFO : Epoch 1713 | loss: 0.0311407 | val_loss: 0.031166 | Time: 1462.01 ms [2022-03-02 15:41:07 main:574] : INFO : Epoch 1714 | loss: 0.0311411 | val_loss: 0.0311679 | Time: 1450.59 ms [2022-03-02 15:41:08 main:574] : INFO : Epoch 1715 | loss: 0.0311417 | val_loss: 0.0311696 | Time: 1452.64 ms [2022-03-02 15:41:09 main:574] : INFO : Epoch 1716 | loss: 0.0311427 | val_loss: 0.0311689 | Time: 1461.02 ms [2022-03-02 15:41:11 main:574] : INFO : Epoch 1717 | loss: 0.031142 | val_loss: 0.0311674 | Time: 1467.96 ms [2022-03-02 15:41:12 main:574] : INFO : Epoch 1718 | loss: 0.0311415 | val_loss: 0.0311673 | Time: 1474.56 ms [2022-03-02 15:41:14 main:574] : INFO : Epoch 1719 | loss: 0.0311404 | val_loss: 0.0311672 | Time: 1483.49 ms [2022-03-02 15:41:15 main:574] : INFO : Epoch 1720 | loss: 0.0311429 | val_loss: 0.0311693 | Time: 1485.85 ms [2022-03-02 15:41:17 main:574] : INFO : Epoch 1721 | loss: 0.031142 | val_loss: 0.0311692 | Time: 1461.6 ms [2022-03-02 15:41:18 main:574] : INFO : Epoch 1722 | loss: 0.031142 | val_loss: 0.0311696 | Time: 1463.94 ms [2022-03-02 15:41:20 main:574] : INFO : Epoch 1723 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 1470.74 ms [2022-03-02 15:41:21 main:574] : INFO : Epoch 1724 | loss: 0.03114 | val_loss: 0.0311676 | Time: 1452.47 ms [2022-03-02 15:41:23 main:574] : INFO : Epoch 1725 | loss: 0.0311416 | val_loss: 0.0311681 | Time: 1449.34 ms [2022-03-02 15:41:24 main:574] : INFO : Epoch 1726 | loss: 0.0311402 | val_loss: 0.0311694 | Time: 1461.4 ms [2022-03-02 15:41:26 main:574] : INFO : Epoch 1727 | loss: 0.031142 | val_loss: 0.0311711 | Time: 1454.44 ms [2022-03-02 15:41:27 main:574] : INFO : Epoch 1728 | loss: 0.0311396 | val_loss: 0.031166 | Time: 1468.07 ms [2022-03-02 15:41:29 main:574] : INFO : Epoch 1729 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 1464.82 ms [2022-03-02 15:41:30 main:574] : INFO : Epoch 1730 | loss: 0.0311391 | val_loss: 0.0311661 | Time: 1469.67 ms [2022-03-02 15:41:32 main:574] : INFO : Epoch 1731 | loss: 0.0311386 | val_loss: 0.0311636 | Time: 1450.33 ms [2022-03-02 15:41:33 main:574] : INFO : Epoch 1732 | loss: 0.0311407 | val_loss: 0.0311793 | Time: 1448.5 ms [2022-03-02 15:41:34 main:574] : INFO : Epoch 1733 | loss: 0.0311421 | val_loss: 0.0311711 | Time: 1452.67 ms [2022-03-02 15:41:36 main:574] : INFO : Epoch 1734 | loss: 0.0311392 | val_loss: 0.0311697 | Time: 1450.91 ms [2022-03-02 15:41:37 main:574] : INFO : Epoch 1735 | loss: 0.0311385 | val_loss: 0.0311701 | Time: 1464.55 ms [2022-03-02 15:41:39 main:574] : INFO : Epoch 1736 | loss: 0.0311377 | val_loss: 0.0311649 | Time: 1459.19 ms [2022-03-02 15:41:40 main:574] : INFO : Epoch 1737 | loss: 0.031138 | val_loss: 0.0311697 | Time: 1462.97 ms [2022-03-02 15:41:42 main:574] : INFO : Epoch 1738 | loss: 0.0311388 | val_loss: 0.031166 | Time: 1475.47 ms [2022-03-02 15:41:43 main:574] : INFO : Epoch 1739 | loss: 0.031138 | val_loss: 0.0311701 | Time: 1463.73 ms [2022-03-02 15:41:45 main:574] : INFO : Epoch 1740 | loss: 0.0311419 | val_loss: 0.0311672 | Time: 1494.67 ms [2022-03-02 15:41:46 main:574] : INFO : Epoch 1741 | loss: 0.0311417 | val_loss: 0.0311701 | Time: 1470.95 ms [2022-03-02 15:41:48 main:574] : INFO : Epoch 1742 | loss: 0.0311416 | val_loss: 0.0311711 | Time: 1476.2 ms [2022-03-02 15:41:49 main:574] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311727 | Time: 1470.64 ms [2022-03-02 15:41:51 main:574] : INFO : Epoch 1744 | loss: 0.0311428 | val_loss: 0.0311679 | Time: 1467.73 ms [2022-03-02 15:41:52 main:574] : INFO : Epoch 1745 | loss: 0.0311413 | val_loss: 0.0311682 | Time: 1444.95 ms [2022-03-02 15:41:54 main:574] : INFO : Epoch 1746 | loss: 0.0311406 | val_loss: 0.0311709 | Time: 1483.5 ms [2022-03-02 15:41:55 main:574] : INFO : Epoch 1747 | loss: 0.0311385 | val_loss: 0.0311666 | Time: 1471.16 ms [2022-03-02 15:41:57 main:574] : INFO : Epoch 1748 | loss: 0.03114 | val_loss: 0.0311644 | Time: 1472.95 ms [2022-03-02 15:41:58 main:574] : INFO : Epoch 1749 | loss: 0.0311388 | val_loss: 0.0311694 | Time: 1461.52 ms [2022-03-02 15:41:59 main:574] : INFO : Epoch 1750 | loss: 0.0311397 | val_loss: 0.0311661 | Time: 1461.36 ms [2022-03-02 15:42:01 main:574] : INFO : Epoch 1751 | loss: 0.0311399 | val_loss: 0.0311684 | Time: 1452.97 ms [2022-03-02 15:42:02 main:574] : INFO : Epoch 1752 | loss: 0.0311405 | val_loss: 0.0311757 | Time: 1471.06 ms [2022-03-02 15:42:04 main:574] : INFO : Epoch 1753 | loss: 0.0311377 | val_loss: 0.0311644 | Time: 1460.5 ms [2022-03-02 15:42:05 main:574] : INFO : Epoch 1754 | loss: 0.0311374 | val_loss: 0.0311658 | Time: 1452.85 ms [2022-03-02 15:42:07 main:574] : INFO : Epoch 1755 | loss: 0.0311393 | val_loss: 0.0311783 | Time: 1470.65 ms [2022-03-02 15:42:08 main:574] : INFO : Epoch 1756 | loss: 0.0311395 | val_loss: 0.0311669 | Time: 1468.02 ms [2022-03-02 15:42:10 main:574] : INFO : Epoch 1757 | loss: 0.0311404 | val_loss: 0.0311677 | Time: 1452.37 ms [2022-03-02 15:42:11 main:574] : INFO : Epoch 1758 | loss: 0.0311406 | val_loss: 0.031166 | Time: 1450.18 ms [2022-03-02 15:42:13 main:574] : INFO : Epoch 1759 | loss: 0.0311399 | val_loss: 0.0311686 | Time: 1467.53 ms [2022-03-02 15:42:14 main:574] : INFO : Epoch 1760 | loss: 0.0311408 | val_loss: 0.0311674 | Time: 1464.18 ms [2022-03-02 15:42:16 main:574] : INFO : Epoch 1761 | loss: 0.0311387 | val_loss: 0.0311649 | Time: 1490.77 ms [2022-03-02 15:42:17 main:574] : INFO : Epoch 1762 | loss: 0.0311407 | val_loss: 0.0311762 | Time: 1483.32 ms [2022-03-02 15:42:19 main:574] : INFO : Epoch 1763 | loss: 0.0311404 | val_loss: 0.031164 | Time: 1466.53 ms [2022-03-02 15:42:20 main:574] : INFO : Epoch 1764 | loss: 0.0311377 | val_loss: 0.0311688 | Time: 1470.12 ms [2022-03-02 15:42:22 main:574] : INFO : Epoch 1765 | loss: 0.0311396 | val_loss: 0.0311686 | Time: 1457.67 ms [2022-03-02 15:42:23 main:574] : INFO : Epoch 1766 | loss: 0.0311405 | val_loss: 0.0311709 | Time: 1443.15 ms [2022-03-02 15:42:24 main:574] : INFO : Epoch 1767 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 1443.55 ms [2022-03-02 15:42:26 main:574] : INFO : Epoch 1768 | loss: 0.0311434 | val_loss: 0.0311666 | Time: 1445.12 ms [2022-03-02 15:42:27 main:574] : INFO : Epoch 1769 | loss: 0.0311442 | val_loss: 0.0311731 | Time: 1445.99 ms [2022-03-02 15:42:29 main:574] : INFO : Epoch 1770 | loss: 0.0311451 | val_loss: 0.0311647 | Time: 1468.26 ms [2022-03-02 15:42:30 main:574] : INFO : Epoch 1771 | loss: 0.0311431 | val_loss: 0.0311653 | Time: 1449.7 ms [2022-03-02 15:42:32 main:574] : INFO : Epoch 1772 | loss: 0.0311422 | val_loss: 0.0311672 | Time: 1474.95 ms [2022-03-02 15:42:33 main:574] : INFO : Epoch 1773 | loss: 0.0311423 | val_loss: 0.0311682 | Time: 1455.17 ms [2022-03-02 15:42:35 main:574] : INFO : Epoch 1774 | loss: 0.0311418 | val_loss: 0.0311667 | Time: 1451.06 ms [2022-03-02 15:42:36 main:574] : INFO : Epoch 1775 | loss: 0.0311408 | val_loss: 0.0311671 | Time: 1451.17 ms [2022-03-02 15:42:38 main:574] : INFO : Epoch 1776 | loss: 0.0311381 | val_loss: 0.031165 | Time: 1513.16 ms [2022-03-02 15:42:39 main:574] : INFO : Epoch 1777 | loss: 0.0311399 | val_loss: 0.0311668 | Time: 1448.15 ms [2022-03-02 15:42:41 main:574] : INFO : Epoch 1778 | loss: 0.03114 | val_loss: 0.03117 | Time: 1466.96 ms [2022-03-02 15:42:42 main:574] : INFO : Epoch 1779 | loss: 0.0311391 | val_loss: 0.0311657 | Time: 1449.91 ms [2022-03-02 15:42:43 main:574] : INFO : Epoch 1780 | loss: 0.0311395 | val_loss: 0.0311706 | Time: 1462.83 ms [2022-03-02 15:42:45 main:574] : INFO : Epoch 1781 | loss: 0.0311402 | val_loss: 0.0311663 | Time: 1461.8 ms [2022-03-02 15:42:46 main:574] : INFO : Epoch 1782 | loss: 0.031141 | val_loss: 0.0311703 | Time: 1470.52 ms [2022-03-02 15:42:48 main:574] : INFO : Epoch 1783 | loss: 0.0311417 | val_loss: 0.0311701 | Time: 1459.44 ms [2022-03-02 15:42:49 main:574] : INFO : Epoch 1784 | loss: 0.0311396 | val_loss: 0.0311709 | Time: 1448.04 ms [2022-03-02 15:42:51 main:574] : INFO : Epoch 1785 | loss: 0.0311399 | val_loss: 0.0311704 | Time: 1479.06 ms [2022-03-02 15:42:52 main:574] : INFO : Epoch 1786 | loss: 0.0311384 | val_loss: 0.0311653 | Time: 1447.54 ms [2022-03-02 15:42:54 main:574] : INFO : Epoch 1787 | loss: 0.0311376 | val_loss: 0.0311678 | Time: 1448.37 ms [2022-03-02 15:42:55 main:574] : INFO : Epoch 1788 | loss: 0.0311389 | val_loss: 0.0311688 | Time: 1455.64 ms [2022-03-02 15:42:57 main:574] : INFO : Epoch 1789 | loss: 0.0311375 | val_loss: 0.0311654 | Time: 1469.83 ms [2022-03-02 15:42:58 main:574] : INFO : Epoch 1790 | loss: 0.0311384 | val_loss: 0.031169 | Time: 1465.91 ms [2022-03-02 15:43:00 main:574] : INFO : Epoch 1791 | loss: 0.0311373 | val_loss: 0.031168 | Time: 1472.33 ms [2022-03-02 15:43:01 main:574] : INFO : Epoch 1792 | loss: 0.0311407 | val_loss: 0.0311678 | Time: 1484.88 ms [2022-03-02 15:43:03 main:574] : INFO : Epoch 1793 | loss: 0.0311422 | val_loss: 0.0311688 | Time: 1468.56 ms [2022-03-02 15:43:04 main:574] : INFO : Epoch 1794 | loss: 0.0311454 | val_loss: 0.0311697 | Time: 1472.42 ms [2022-03-02 15:43:06 main:574] : INFO : Epoch 1795 | loss: 0.031148 | val_loss: 0.0311687 | Time: 1460.78 ms [2022-03-02 15:43:07 main:574] : INFO : Epoch 1796 | loss: 0.0311521 | val_loss: 0.031166 | Time: 1479.03 ms [2022-03-02 15:43:09 main:574] : INFO : Epoch 1797 | loss: 0.0311473 | val_loss: 0.0311641 | Time: 1465.78 ms [2022-03-02 15:43:10 main:574] : INFO : Epoch 1798 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 1479.48 ms [2022-03-02 15:43:11 main:574] : INFO : Epoch 1799 | loss: 0.031142 | val_loss: 0.0311664 | Time: 1475.43 ms [2022-03-02 15:43:13 main:574] : INFO : Epoch 1800 | loss: 0.0311395 | val_loss: 0.0311602 | Time: 1451.13 ms [2022-03-02 15:43:14 main:574] : INFO : Epoch 1801 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 1463.75 ms [2022-03-02 15:43:16 main:574] : INFO : Epoch 1802 | loss: 0.0311381 | val_loss: 0.0311681 | Time: 1452.7 ms [2022-03-02 15:43:17 main:574] : INFO : Epoch 1803 | loss: 0.0311449 | val_loss: 0.0311648 | Time: 1458.48 ms [2022-03-02 15:43:19 main:574] : INFO : Epoch 1804 | loss: 0.0311426 | val_loss: 0.0311628 | Time: 1456.24 ms [2022-03-02 15:43:20 main:574] : INFO : Epoch 1805 | loss: 0.03114 | val_loss: 0.031164 | Time: 1466.89 ms [2022-03-02 15:43:22 main:574] : INFO : Epoch 1806 | loss: 0.0311385 | val_loss: 0.0311634 | Time: 1451.49 ms [2022-03-02 15:43:23 main:574] : INFO : Epoch 1807 | loss: 0.0311381 | val_loss: 0.0311657 | Time: 1457.56 ms [2022-03-02 15:43:25 main:574] : INFO : Epoch 1808 | loss: 0.031139 | val_loss: 0.0311622 | Time: 1486.97 ms [2022-03-02 15:43:26 main:574] : INFO : Epoch 1809 | loss: 0.0311377 | val_loss: 0.0311615 | Time: 1478.29 ms [2022-03-02 15:43:28 main:574] : INFO : Epoch 1810 | loss: 0.0311373 | val_loss: 0.0311688 | Time: 1554.17 ms [2022-03-02 15:43:29 main:574] : INFO : Epoch 1811 | loss: 0.0311389 | val_loss: 0.0311672 | Time: 1456.64 ms [2022-03-02 15:43:31 main:574] : INFO : Epoch 1812 | loss: 0.0311375 | val_loss: 0.0311632 | Time: 1477.25 ms [2022-03-02 15:43:32 main:574] : INFO : Epoch 1813 | loss: 0.03115 | val_loss: 0.0311708 | Time: 1465.77 ms [2022-03-02 15:43:34 main:574] : INFO : Epoch 1814 | loss: 0.0311525 | val_loss: 0.031172 | Time: 1461.94 ms [2022-03-02 15:43:35 main:574] : INFO : Epoch 1815 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 1455.89 ms [2022-03-02 15:43:37 main:574] : INFO : Epoch 1816 | loss: 0.0311489 | val_loss: 0.0311685 | Time: 1474.47 ms [2022-03-02 15:43:38 main:574] : INFO : Epoch 1817 | loss: 0.031149 | val_loss: 0.0311705 | Time: 1493.55 ms [2022-03-02 15:43:39 main:574] : INFO : Epoch 1818 | loss: 0.0311478 | val_loss: 0.0311694 | Time: 1463.6 ms [2022-03-02 15:43:41 main:574] : INFO : Epoch 1819 | loss: 0.0311475 | val_loss: 0.0311663 | Time: 1472.29 ms [2022-03-02 15:43:42 main:574] : INFO : Epoch 1820 | loss: 0.0311493 | val_loss: 0.0311696 | Time: 1435.68 ms [2022-03-02 15:43:44 main:574] : INFO : Epoch 1821 | loss: 0.031146 | val_loss: 0.0311694 | Time: 1467.16 ms [2022-03-02 15:43:45 main:574] : INFO : Epoch 1822 | loss: 0.0311434 | val_loss: 0.0311675 | Time: 1460.16 ms [2022-03-02 15:43:47 main:574] : INFO : Epoch 1823 | loss: 0.0311435 | val_loss: 0.0311639 | Time: 1461.51 ms [2022-03-02 15:43:48 main:574] : INFO : Epoch 1824 | loss: 0.0311425 | val_loss: 0.0311662 | Time: 1456.58 ms [2022-03-02 15:43:50 main:574] : INFO : Epoch 1825 | loss: 0.0311425 | val_loss: 0.0311699 | Time: 1473.86 ms [2022-03-02 15:43:51 main:574] : INFO : Epoch 1826 | loss: 0.0311432 | val_loss: 0.0311665 | Time: 1457.65 ms [2022-03-02 15:43:53 main:574] : INFO : Epoch 1827 | loss: 0.0311406 | val_loss: 0.031169 | Time: 1452.21 ms [2022-03-02 15:43:54 main:574] : INFO : Epoch 1828 | loss: 0.0311418 | val_loss: 0.0311688 | Time: 1448.84 ms [2022-03-02 15:43:56 main:574] : INFO : Epoch 1829 | loss: 0.0311419 | val_loss: 0.0311666 | Time: 1504.07 ms [2022-03-02 15:43:57 main:574] : INFO : Epoch 1830 | loss: 0.0311461 | val_loss: 0.031169 | Time: 1478.24 ms [2022-03-02 15:43:59 main:574] : INFO : Epoch 1831 | loss: 0.0311497 | val_loss: 0.0311762 | Time: 1446.93 ms [2022-03-02 15:44:00 main:574] : INFO : Epoch 1832 | loss: 0.0311429 | val_loss: 0.031167 | Time: 1475.7 ms [2022-03-02 15:44:02 main:574] : INFO : Epoch 1833 | loss: 0.0311425 | val_loss: 0.0311682 | Time: 1474.87 ms [2022-03-02 15:44:03 main:574] : INFO : Epoch 1834 | loss: 0.0311402 | val_loss: 0.0311672 | Time: 1464.12 ms [2022-03-02 15:44:04 main:574] : INFO : Epoch 1835 | loss: 0.0311386 | val_loss: 0.0311657 | Time: 1458.38 ms [2022-03-02 15:44:06 main:574] : INFO : Epoch 1836 | loss: 0.0311379 | val_loss: 0.031168 | Time: 1455.04 ms [2022-03-02 15:44:07 main:574] : INFO : Epoch 1837 | loss: 0.0311412 | val_loss: 0.03117 | Time: 1471.51 ms [2022-03-02 15:44:09 main:574] : INFO : Epoch 1838 | loss: 0.0311418 | val_loss: 0.0311675 | Time: 1460.99 ms [2022-03-02 15:44:10 main:574] : INFO : Epoch 1839 | loss: 0.0311399 | val_loss: 0.0311677 | Time: 1455.46 ms [2022-03-02 15:44:12 main:574] : INFO : Epoch 1840 | loss: 0.0311393 | val_loss: 0.0311696 | Time: 1457.44 ms [2022-03-02 15:44:13 main:574] : INFO : Epoch 1841 | loss: 0.0311462 | val_loss: 0.0311737 | Time: 1471.24 ms [2022-03-02 15:44:15 main:574] : INFO : Epoch 1842 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 1467.45 ms [2022-03-02 15:44:16 main:574] : INFO : Epoch 1843 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 1480.39 ms [2022-03-02 15:44:18 main:574] : INFO : Epoch 1844 | loss: 0.0311563 | val_loss: 0.0311657 | Time: 1457.01 ms [2022-03-02 15:44:19 main:574] : INFO : Epoch 1845 | loss: 0.0311543 | val_loss: 0.0311704 | Time: 1461.68 ms [2022-03-02 15:44:21 main:574] : INFO : Epoch 1846 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 1457.98 ms [2022-03-02 15:44:22 main:574] : INFO : Epoch 1847 | loss: 0.0311529 | val_loss: 0.0311694 | Time: 1441.72 ms [2022-03-02 15:44:24 main:574] : INFO : Epoch 1848 | loss: 0.0311516 | val_loss: 0.0311673 | Time: 1457.3 ms [2022-03-02 15:44:25 main:574] : INFO : Epoch 1849 | loss: 0.0311497 | val_loss: 0.0311666 | Time: 1455.02 ms [2022-03-02 15:44:26 main:574] : INFO : Epoch 1850 | loss: 0.0311521 | val_loss: 0.0311742 | Time: 1464.5 ms [2022-03-02 15:44:28 main:574] : INFO : Epoch 1851 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 1466.5 ms [2022-03-02 15:44:29 main:574] : INFO : Epoch 1852 | loss: 0.0311534 | val_loss: 0.0311654 | Time: 1447.2 ms [2022-03-02 15:44:31 main:574] : INFO : Epoch 1853 | loss: 0.0311511 | val_loss: 0.031166 | Time: 1468.18 ms [2022-03-02 15:44:32 main:574] : INFO : Epoch 1854 | loss: 0.0311474 | val_loss: 0.0311701 | Time: 1447.79 ms [2022-03-02 15:44:34 main:574] : INFO : Epoch 1855 | loss: 0.0311482 | val_loss: 0.0311682 | Time: 1454.2 ms [2022-03-02 15:44:35 main:574] : INFO : Epoch 1856 | loss: 0.0311484 | val_loss: 0.0311699 | Time: 1477.59 ms [2022-03-02 15:44:37 main:574] : INFO : Epoch 1857 | loss: 0.0311503 | val_loss: 0.0311676 | Time: 1517.55 ms [2022-03-02 15:44:38 main:574] : INFO : Epoch 1858 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 1464.72 ms [2022-03-02 15:44:40 main:574] : INFO : Epoch 1859 | loss: 0.031152 | val_loss: 0.0311663 | Time: 1447.08 ms [2022-03-02 15:44:41 main:574] : INFO : Epoch 1860 | loss: 0.0311516 | val_loss: 0.0311679 | Time: 1473.67 ms [2022-03-02 15:44:43 main:574] : INFO : Epoch 1861 | loss: 0.0311539 | val_loss: 0.0311778 | Time: 1479.53 ms [2022-03-02 15:44:44 main:574] : INFO : Epoch 1862 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 1465.22 ms [2022-03-02 15:44:46 main:574] : INFO : Epoch 1863 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 1500.29 ms [2022-03-02 15:44:47 main:574] : INFO : Epoch 1864 | loss: 0.0311478 | val_loss: 0.0311684 | Time: 1473.33 ms [2022-03-02 15:44:49 main:574] : INFO : Epoch 1865 | loss: 0.0311462 | val_loss: 0.031169 | Time: 1477.67 ms [2022-03-02 15:44:50 main:574] : INFO : Epoch 1866 | loss: 0.0311485 | val_loss: 0.0311706 | Time: 1451.48 ms [2022-03-02 15:44:52 main:574] : INFO : Epoch 1867 | loss: 0.0311462 | val_loss: 0.0311686 | Time: 1477.48 ms [2022-03-02 15:44:53 main:574] : INFO : Epoch 1868 | loss: 0.0311463 | val_loss: 0.0311668 | Time: 1454.27 ms [2022-03-02 15:44:54 main:574] : INFO : Epoch 1869 | loss: 0.0311448 | val_loss: 0.0311673 | Time: 1451.89 ms [2022-03-02 15:44:56 main:574] : INFO : Epoch 1870 | loss: 0.0311443 | val_loss: 0.0311693 | Time: 1447.59 ms [2022-03-02 15:44:57 main:574] : INFO : Epoch 1871 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 1465.57 ms [2022-03-02 15:44:59 main:574] : INFO : Epoch 1872 | loss: 0.0311418 | val_loss: 0.0311686 | Time: 1451.48 ms [2022-03-02 15:45:00 main:574] : INFO : Epoch 1873 | loss: 0.0311426 | val_loss: 0.0311679 | Time: 1452.93 ms [2022-03-02 15:45:02 main:574] : INFO : Epoch 1874 | loss: 0.0311434 | val_loss: 0.0311695 | Time: 1468.2 ms [2022-03-02 15:45:03 main:574] : INFO : Epoch 1875 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 1462.07 ms [2022-03-02 15:45:05 main:574] : INFO : Epoch 1876 | loss: 0.0311424 | val_loss: 0.0311741 | Time: 1465.7 ms [2022-03-02 15:45:06 main:574] : INFO : Epoch 1877 | loss: 0.0311436 | val_loss: 0.0311676 | Time: 1455.46 ms [2022-03-02 15:45:08 main:574] : INFO : Epoch 1878 | loss: 0.0311425 | val_loss: 0.0311677 | Time: 1479.94 ms [2022-03-02 15:45:09 main:574] : INFO : Epoch 1879 | loss: 0.0311399 | val_loss: 0.031165 | Time: 1460.23 ms [2022-03-02 15:45:11 main:574] : INFO : Epoch 1880 | loss: 0.0311394 | val_loss: 0.0311727 | Time: 1454.08 ms [2022-03-02 15:45:12 main:574] : INFO : Epoch 1881 | loss: 0.0311417 | val_loss: 0.0311679 | Time: 1478.25 ms [2022-03-02 15:45:14 main:574] : INFO : Epoch 1882 | loss: 0.0311401 | val_loss: 0.0311683 | Time: 1457.14 ms [2022-03-02 15:45:15 main:574] : INFO : Epoch 1883 | loss: 0.031143 | val_loss: 0.0311681 | Time: 1453.57 ms [2022-03-02 15:45:16 main:574] : INFO : Epoch 1884 | loss: 0.031141 | val_loss: 0.0311665 | Time: 1448.72 ms [2022-03-02 15:45:18 main:574] : INFO : Epoch 1885 | loss: 0.0311409 | val_loss: 0.0311683 | Time: 1446.81 ms [2022-03-02 15:45:19 main:574] : INFO : Epoch 1886 | loss: 0.0311446 | val_loss: 0.0311739 | Time: 1460.12 ms [2022-03-02 15:45:21 main:574] : INFO : Epoch 1887 | loss: 0.0311443 | val_loss: 0.0311692 | Time: 1450.28 ms [2022-03-02 15:45:22 main:574] : INFO : Epoch 1888 | loss: 0.0311438 | val_loss: 0.0311642 | Time: 1467.08 ms [2022-03-02 15:45:24 main:574] : INFO : Epoch 1889 | loss: 0.0311444 | val_loss: 0.0311674 | Time: 1443.88 ms [2022-03-02 15:45:25 main:574] : INFO : Epoch 1890 | loss: 0.0311414 | val_loss: 0.0311671 | Time: 1476.59 ms [2022-03-02 15:45:27 main:574] : INFO : Epoch 1891 | loss: 0.0311411 | val_loss: 0.0311705 | Time: 1456.39 ms [2022-03-02 15:45:28 main:574] : INFO : Epoch 1892 | loss: 0.031143 | val_loss: 0.0311721 | Time: 1457.2 ms [2022-03-02 15:45:30 main:574] : INFO : Epoch 1893 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 1469.89 ms [2022-03-02 15:45:31 main:574] : INFO : Epoch 1894 | loss: 0.0311405 | val_loss: 0.0311698 | Time: 1443.52 ms [2022-03-02 15:45:33 main:574] : INFO : Epoch 1895 | loss: 0.0311384 | val_loss: 0.031168 | Time: 1467.58 ms [2022-03-02 15:45:34 main:574] : INFO : Epoch 1896 | loss: 0.0311422 | val_loss: 0.031181 | Time: 1453.11 ms [2022-03-02 15:45:35 main:574] : INFO : Epoch 1897 | loss: 0.0311427 | val_loss: 0.0311752 | Time: 1461.24 ms [2022-03-02 15:45:37 main:574] : INFO : Epoch 1898 | loss: 0.0311452 | val_loss: 0.031171 | Time: 1470.37 ms [2022-03-02 15:45:38 main:574] : INFO : Epoch 1899 | loss: 0.0311416 | val_loss: 0.031169 | Time: 1453.07 ms [2022-03-02 15:45:40 main:574] : INFO : Epoch 1900 | loss: 0.0311399 | val_loss: 0.0311677 | Time: 1460.05 ms [2022-03-02 15:45:41 main:574] : INFO : Epoch 1901 | loss: 0.0311382 | val_loss: 0.0311668 | Time: 1470.78 ms [2022-03-02 15:45:43 main:574] : INFO : Epoch 1902 | loss: 0.0311376 | val_loss: 0.0311668 | Time: 1462.17 ms [2022-03-02 15:45:44 main:574] : INFO : Epoch 1903 | loss: 0.0311381 | val_loss: 0.0311694 | Time: 1450.22 ms [2022-03-02 15:45:46 main:574] : INFO : Epoch 1904 | loss: 0.0311407 | val_loss: 0.031177 | Time: 1465.44 ms [2022-03-02 15:45:47 main:574] : INFO : Epoch 1905 | loss: 0.0311383 | val_loss: 0.0311647 | Time: 1443.33 ms [2022-03-02 15:45:49 main:574] : INFO : Epoch 1906 | loss: 0.0311373 | val_loss: 0.0311726 | Time: 1457.68 ms [2022-03-02 15:45:50 main:574] : INFO : Epoch 1907 | loss: 0.0311368 | val_loss: 0.0311692 | Time: 1462.79 ms [2022-03-02 15:45:52 main:574] : INFO : Epoch 1908 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 1465.38 ms [2022-03-02 15:45:53 main:574] : INFO : Epoch 1909 | loss: 0.0311388 | val_loss: 0.0311765 | Time: 1446.59 ms [2022-03-02 15:45:54 main:574] : INFO : Epoch 1910 | loss: 0.031142 | val_loss: 0.0311678 | Time: 1468.34 ms [2022-03-02 15:45:56 main:574] : INFO : Epoch 1911 | loss: 0.031144 | val_loss: 0.0311682 | Time: 1452.67 ms [2022-03-02 15:45:57 main:574] : INFO : Epoch 1912 | loss: 0.031142 | val_loss: 0.031167 | Time: 1492.01 ms [2022-03-02 15:45:59 main:574] : INFO : Epoch 1913 | loss: 0.0311392 | val_loss: 0.0311707 | Time: 1464.47 ms [2022-03-02 15:46:00 main:574] : INFO : Epoch 1914 | loss: 0.0311407 | val_loss: 0.0311779 | Time: 1464.09 ms [2022-03-02 15:46:02 main:574] : INFO : Epoch 1915 | loss: 0.0311446 | val_loss: 0.0311668 | Time: 1546.98 ms [2022-03-02 15:46:03 main:574] : INFO : Epoch 1916 | loss: 0.0311416 | val_loss: 0.0311656 | Time: 1461.04 ms [2022-03-02 15:46:05 main:574] : INFO : Epoch 1917 | loss: 0.0311397 | val_loss: 0.0311714 | Time: 1464.14 ms [2022-03-02 15:46:06 main:574] : INFO : Epoch 1918 | loss: 0.0311404 | val_loss: 0.031171 | Time: 1483.66 ms [2022-03-02 15:46:08 main:574] : INFO : Epoch 1919 | loss: 0.0311412 | val_loss: 0.0311682 | Time: 1465.87 ms [2022-03-02 15:46:09 main:574] : INFO : Epoch 1920 | loss: 0.0311416 | val_loss: 0.031168 | Time: 1461.84 ms [2022-03-02 15:46:11 main:574] : INFO : Epoch 1921 | loss: 0.0311418 | val_loss: 0.0311662 | Time: 1482.17 ms [2022-03-02 15:46:12 main:574] : INFO : Epoch 1922 | loss: 0.0311417 | val_loss: 0.031166 | Time: 1452.96 ms [2022-03-02 15:46:14 main:574] : INFO : Epoch 1923 | loss: 0.0311408 | val_loss: 0.0311694 | Time: 1457.79 ms [2022-03-02 15:46:15 main:574] : INFO : Epoch 1924 | loss: 0.031141 | val_loss: 0.0311681 | Time: 1462.36 ms [2022-03-02 15:46:17 main:574] : INFO : Epoch 1925 | loss: 0.0311409 | val_loss: 0.0311641 | Time: 1474.55 ms [2022-03-02 15:46:18 main:574] : INFO : Epoch 1926 | loss: 0.0311398 | val_loss: 0.0311637 | Time: 1448.81 ms [2022-03-02 15:46:20 main:574] : INFO : Epoch 1927 | loss: 0.0311451 | val_loss: 0.0311779 | Time: 1454.55 ms [2022-03-02 15:46:21 main:574] : INFO : Epoch 1928 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 1469.99 ms [2022-03-02 15:46:23 main:574] : INFO : Epoch 1929 | loss: 0.031144 | val_loss: 0.0311685 | Time: 1460.52 ms [2022-03-02 15:46:24 main:574] : INFO : Epoch 1930 | loss: 0.0311419 | val_loss: 0.031163 | Time: 1465.41 ms [2022-03-02 15:46:25 main:574] : INFO : Epoch 1931 | loss: 0.0311401 | val_loss: 0.031164 | Time: 1472.66 ms [2022-03-02 15:46:27 main:574] : INFO : Epoch 1932 | loss: 0.0311401 | val_loss: 0.0311613 | Time: 1465.19 ms [2022-03-02 15:46:28 main:574] : INFO : Epoch 1933 | loss: 0.0311405 | val_loss: 0.0311677 | Time: 1460.2 ms [2022-03-02 15:46:30 main:574] : INFO : Epoch 1934 | loss: 0.031147 | val_loss: 0.03117 | Time: 1478.93 ms [2022-03-02 15:46:31 main:574] : INFO : Epoch 1935 | loss: 0.0311449 | val_loss: 0.031164 | Time: 1479.14 ms [2022-03-02 15:46:33 main:574] : INFO : Epoch 1936 | loss: 0.031142 | val_loss: 0.0311657 | Time: 1473.01 ms [2022-03-02 15:46:34 main:574] : INFO : Epoch 1937 | loss: 0.0311437 | val_loss: 0.0311679 | Time: 1459.9 ms [2022-03-02 15:46:36 main:574] : INFO : Epoch 1938 | loss: 0.0311439 | val_loss: 0.0311683 | Time: 1440.91 ms [2022-03-02 15:46:37 main:574] : INFO : Epoch 1939 | loss: 0.0311471 | val_loss: 0.031165 | Time: 1499.65 ms [2022-03-02 15:46:39 main:574] : INFO : Epoch 1940 | loss: 0.0311421 | val_loss: 0.0311628 | Time: 1464.41 ms [2022-03-02 15:46:40 main:574] : INFO : Epoch 1941 | loss: 0.0311415 | val_loss: 0.0311617 | Time: 1478.64 ms [2022-03-02 15:46:42 main:574] : INFO : Epoch 1942 | loss: 0.0311429 | val_loss: 0.0311581 | Time: 1467.38 ms [2022-03-02 15:46:43 main:574] : INFO : Epoch 1943 | loss: 0.0311412 | val_loss: 0.031163 | Time: 1457.89 ms [2022-03-02 15:46:45 main:574] : INFO : Epoch 1944 | loss: 0.0311392 | val_loss: 0.031164 | Time: 1468.51 ms [2022-03-02 15:46:46 main:574] : INFO : Epoch 1945 | loss: 0.0311395 | val_loss: 0.0311628 | Time: 1451.79 ms [2022-03-02 15:46:48 main:574] : INFO : Epoch 1946 | loss: 0.0311413 | val_loss: 0.0311659 | Time: 1471.78 ms [2022-03-02 15:46:49 main:574] : INFO : Epoch 1947 | loss: 0.0311442 | val_loss: 0.0311705 | Time: 1464.94 ms [2022-03-02 15:46:50 main:574] : INFO : Epoch 1948 | loss: 0.0311421 | val_loss: 0.0311666 | Time: 1456.52 ms [2022-03-02 15:46:52 main:574] : INFO : Epoch 1949 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 1466.6 ms [2022-03-02 15:46:53 main:574] : INFO : Epoch 1950 | loss: 0.0311406 | val_loss: 0.031161 | Time: 1480.93 ms [2022-03-02 15:46:55 main:574] : INFO : Epoch 1951 | loss: 0.0311437 | val_loss: 0.0311635 | Time: 1474.12 ms [2022-03-02 15:46:56 main:574] : INFO : Epoch 1952 | loss: 0.0311417 | val_loss: 0.0311614 | Time: 1456.21 ms [2022-03-02 15:46:58 main:574] : INFO : Epoch 1953 | loss: 0.0311406 | val_loss: 0.0311663 | Time: 1470.64 ms [2022-03-02 15:46:59 main:574] : INFO : Epoch 1954 | loss: 0.0311397 | val_loss: 0.0311629 | Time: 1458.86 ms [2022-03-02 15:47:01 main:574] : INFO : Epoch 1955 | loss: 0.0311413 | val_loss: 0.031162 | Time: 1463.64 ms [2022-03-02 15:47:02 main:574] : INFO : Epoch 1956 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 1458.61 ms [2022-03-02 15:47:04 main:574] : INFO : Epoch 1957 | loss: 0.0311496 | val_loss: 0.0311634 | Time: 1460.42 ms [2022-03-02 15:47:05 main:574] : INFO : Epoch 1958 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 1465.88 ms [2022-03-02 15:47:07 main:574] : INFO : Epoch 1959 | loss: 0.0311441 | val_loss: 0.0311646 | Time: 1451.72 ms [2022-03-02 15:47:08 main:574] : INFO : Epoch 1960 | loss: 0.031146 | val_loss: 0.0311586 | Time: 1462.29 ms [2022-03-02 15:47:10 main:574] : INFO : Epoch 1961 | loss: 0.0311442 | val_loss: 0.0311576 | Time: 1461.69 ms [2022-03-02 15:47:11 main:574] : INFO : Epoch 1962 | loss: 0.0311449 | val_loss: 0.0311617 | Time: 1456.51 ms [2022-03-02 15:47:12 main:574] : INFO : Epoch 1963 | loss: 0.0311485 | val_loss: 0.0311587 | Time: 1459.4 ms [2022-03-02 15:47:14 main:574] : INFO : Epoch 1964 | loss: 0.0311428 | val_loss: 0.0311576 | Time: 1464.29 ms [2022-03-02 15:47:15 main:574] : INFO : Epoch 1965 | loss: 0.0311414 | val_loss: 0.0311571 | Time: 1465.52 ms [2022-03-02 15:47:17 main:574] : INFO : Epoch 1966 | loss: 0.0311412 | val_loss: 0.031162 | Time: 1467.72 ms [2022-03-02 15:47:18 main:574] : INFO : Epoch 1967 | loss: 0.031145 | val_loss: 0.031161 | Time: 1477.76 ms [2022-03-02 15:47:20 main:574] : INFO : Epoch 1968 | loss: 0.0311414 | val_loss: 0.0311586 | Time: 1464.2 ms [2022-03-02 15:47:21 main:574] : INFO : Epoch 1969 | loss: 0.0311395 | val_loss: 0.0311602 | Time: 1460.64 ms [2022-03-02 15:47:23 main:574] : INFO : Epoch 1970 | loss: 0.0311387 | val_loss: 0.0311609 | Time: 1457.47 ms [2022-03-02 15:47:24 main:574] : INFO : Epoch 1971 | loss: 0.0311372 | val_loss: 0.0311623 | Time: 1458.85 ms [2022-03-02 15:47:26 main:574] : INFO : Epoch 1972 | loss: 0.0311382 | val_loss: 0.0311618 | Time: 1448.21 ms [2022-03-02 15:47:27 main:574] : INFO : Epoch 1973 | loss: 0.0311385 | val_loss: 0.0311625 | Time: 1453.97 ms [2022-03-02 15:47:29 main:574] : INFO : Epoch 1974 | loss: 0.0311373 | val_loss: 0.0311594 | Time: 1446.88 ms [2022-03-02 15:47:30 main:574] : INFO : Epoch 1975 | loss: 0.031137 | val_loss: 0.0311627 | Time: 1454.41 ms [2022-03-02 15:47:32 main:574] : INFO : Epoch 1976 | loss: 0.0311379 | val_loss: 0.0311649 | Time: 1484.23 ms [2022-03-02 15:47:33 main:574] : INFO : Epoch 1977 | loss: 0.0311389 | val_loss: 0.0311567 | Time: 1459.62 ms [2022-03-02 15:47:34 main:574] : INFO : Epoch 1978 | loss: 0.0311361 | val_loss: 0.0311587 | Time: 1461.97 ms [2022-03-02 15:47:36 main:574] : INFO : Epoch 1979 | loss: 0.0311358 | val_loss: 0.0311599 | Time: 1457.1 ms [2022-03-02 15:47:37 main:574] : INFO : Epoch 1980 | loss: 0.0311364 | val_loss: 0.03116 | Time: 1480.37 ms [2022-03-02 15:47:39 main:574] : INFO : Epoch 1981 | loss: 0.0311369 | val_loss: 0.0311608 | Time: 1465.2 ms [2022-03-02 15:47:40 main:574] : INFO : Epoch 1982 | loss: 0.0311356 | val_loss: 0.0311595 | Time: 1443.95 ms [2022-03-02 15:47:42 main:574] : INFO : Epoch 1983 | loss: 0.031136 | val_loss: 0.0311688 | Time: 1465.96 ms [2022-03-02 15:47:43 main:574] : INFO : Epoch 1984 | loss: 0.0311371 | val_loss: 0.0311594 | Time: 1464.45 ms [2022-03-02 15:47:45 main:574] : INFO : Epoch 1985 | loss: 0.0311345 | val_loss: 0.0311593 | Time: 1455.28 ms [2022-03-02 15:47:46 main:574] : INFO : Epoch 1986 | loss: 0.0311348 | val_loss: 0.0311607 | Time: 1458.35 ms [2022-03-02 15:47:48 main:574] : INFO : Epoch 1987 | loss: 0.0311342 | val_loss: 0.0311625 | Time: 1466.96 ms [2022-03-02 15:47:49 main:574] : INFO : Epoch 1988 | loss: 0.0311348 | val_loss: 0.0311665 | Time: 1457.32 ms [2022-03-02 15:47:51 main:574] : INFO : Epoch 1989 | loss: 0.0311345 | val_loss: 0.0311616 | Time: 1452.57 ms [2022-03-02 15:47:52 main:574] : INFO : Epoch 1990 | loss: 0.0311359 | val_loss: 0.0311599 | Time: 1470.64 ms [2022-03-02 15:47:54 main:574] : INFO : Epoch 1991 | loss: 0.0311341 | val_loss: 0.031162 | Time: 1448.69 ms [2022-03-02 15:47:55 main:574] : INFO : Epoch 1992 | loss: 0.031137 | val_loss: 0.0311612 | Time: 1461.99 ms [2022-03-02 15:47:56 main:574] : INFO : Epoch 1993 | loss: 0.0311353 | val_loss: 0.0311609 | Time: 1455.21 ms [2022-03-02 15:47:58 main:574] : INFO : Epoch 1994 | loss: 0.0311373 | val_loss: 0.031164 | Time: 1477.1 ms [2022-03-02 15:47:59 main:574] : INFO : Epoch 1995 | loss: 0.0311366 | val_loss: 0.0311611 | Time: 1469.83 ms [2022-03-02 15:48:01 main:574] : INFO : Epoch 1996 | loss: 0.031136 | val_loss: 0.0311622 | Time: 1452.79 ms [2022-03-02 15:48:02 main:574] : INFO : Epoch 1997 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 1483.06 ms [2022-03-02 15:48:04 main:574] : INFO : Epoch 1998 | loss: 0.031145 | val_loss: 0.0311604 | Time: 1442.73 ms [2022-03-02 15:48:05 main:574] : INFO : Epoch 1999 | loss: 0.0311444 | val_loss: 0.031159 | Time: 1464.69 ms [2022-03-02 15:48:07 main:574] : INFO : Epoch 2000 | loss: 0.0311412 | val_loss: 0.0311605 | Time: 1460.48 ms [2022-03-02 15:48:08 main:574] : INFO : Epoch 2001 | loss: 0.0311402 | val_loss: 0.0311613 | Time: 1454.93 ms [2022-03-02 15:48:10 main:574] : INFO : Epoch 2002 | loss: 0.031141 | val_loss: 0.0311623 | Time: 1511.23 ms [2022-03-02 15:48:11 main:574] : INFO : Epoch 2003 | loss: 0.0311434 | val_loss: 0.0311622 | Time: 1470.48 ms [2022-03-02 15:48:13 main:574] : INFO : Epoch 2004 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 1471.33 ms [2022-03-02 15:48:14 main:574] : INFO : Epoch 2005 | loss: 0.0311494 | val_loss: 0.0311587 | Time: 1468.48 ms [2022-03-02 15:48:16 main:574] : INFO : Epoch 2006 | loss: 0.031148 | val_loss: 0.0311595 | Time: 1459.88 ms [2022-03-02 15:48:17 main:574] : INFO : Epoch 2007 | loss: 0.0311464 | val_loss: 0.0311602 | Time: 1456.12 ms [2022-03-02 15:48:19 main:574] : INFO : Epoch 2008 | loss: 0.0311455 | val_loss: 0.0311674 | Time: 1454.38 ms [2022-03-02 15:48:20 main:574] : INFO : Epoch 2009 | loss: 0.0311482 | val_loss: 0.0311617 | Time: 1439.99 ms [2022-03-02 15:48:21 main:574] : INFO : Epoch 2010 | loss: 0.0311467 | val_loss: 0.0311718 | Time: 1444.81 ms [2022-03-02 15:48:23 main:574] : INFO : Epoch 2011 | loss: 0.0311452 | val_loss: 0.0311619 | Time: 1486.57 ms [2022-03-02 15:48:24 main:574] : INFO : Epoch 2012 | loss: 0.0311438 | val_loss: 0.0311591 | Time: 1462.39 ms [2022-03-02 15:48:26 main:574] : INFO : Epoch 2013 | loss: 0.0311419 | val_loss: 0.0311745 | Time: 1476.49 ms [2022-03-02 15:48:27 main:574] : INFO : Epoch 2014 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 1446.16 ms [2022-03-02 15:48:29 main:574] : INFO : Epoch 2015 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 1469.98 ms [2022-03-02 15:48:30 main:574] : INFO : Epoch 2016 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 1449.83 ms [2022-03-02 15:48:32 main:574] : INFO : Epoch 2017 | loss: 0.0311514 | val_loss: 0.0311657 | Time: 1483.34 ms [2022-03-02 15:48:33 main:574] : INFO : Epoch 2018 | loss: 0.0311493 | val_loss: 0.0311628 | Time: 1455.4 ms [2022-03-02 15:48:35 main:574] : INFO : Epoch 2019 | loss: 0.0311513 | val_loss: 0.0311636 | Time: 1467.26 ms [2022-03-02 15:48:36 main:574] : INFO : Epoch 2020 | loss: 0.0311495 | val_loss: 0.0311645 | Time: 1496.49 ms [2022-03-02 15:48:38 main:574] : INFO : Epoch 2021 | loss: 0.0311472 | val_loss: 0.0311635 | Time: 1495.3 ms [2022-03-02 15:48:39 main:574] : INFO : Epoch 2022 | loss: 0.0311471 | val_loss: 0.0311663 | Time: 1457.63 ms [2022-03-02 15:48:41 main:574] : INFO : Epoch 2023 | loss: 0.0311467 | val_loss: 0.0311621 | Time: 1460.96 ms [2022-03-02 15:48:42 main:574] : INFO : Epoch 2024 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 1456.38 ms [2022-03-02 15:48:44 main:574] : INFO : Epoch 2025 | loss: 0.0311446 | val_loss: 0.0311641 | Time: 1456.62 ms [2022-03-02 15:48:45 main:574] : INFO : Epoch 2026 | loss: 0.0311461 | val_loss: 0.0311628 | Time: 1434.15 ms [2022-03-02 15:48:46 main:574] : INFO : Epoch 2027 | loss: 0.0311465 | val_loss: 0.0311657 | Time: 1443.48 ms [2022-03-02 15:48:48 main:574] : INFO : Epoch 2028 | loss: 0.0311475 | val_loss: 0.0311693 | Time: 1502.47 ms [2022-03-02 15:48:49 main:574] : INFO : Epoch 2029 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 1474.69 ms [2022-03-02 15:48:51 main:574] : INFO : Epoch 2030 | loss: 0.0311474 | val_loss: 0.0311712 | Time: 1487.12 ms [2022-03-02 15:48:52 main:574] : INFO : Epoch 2031 | loss: 0.0311518 | val_loss: 0.0311635 | Time: 1496.39 ms [2022-03-02 15:48:54 main:574] : INFO : Epoch 2032 | loss: 0.0311514 | val_loss: 0.0311667 | Time: 1484.05 ms [2022-03-02 15:48:55 main:574] : INFO : Epoch 2033 | loss: 0.0311494 | val_loss: 0.031163 | Time: 1458.28 ms [2022-03-02 15:48:57 main:574] : INFO : Epoch 2034 | loss: 0.031146 | val_loss: 0.0311629 | Time: 1472.37 ms [2022-03-02 15:48:58 main:574] : INFO : Epoch 2035 | loss: 0.0311457 | val_loss: 0.0311616 | Time: 1479.62 ms [2022-03-02 15:49:00 main:574] : INFO : Epoch 2036 | loss: 0.0311442 | val_loss: 0.0311625 | Time: 1478.67 ms [2022-03-02 15:49:01 main:574] : INFO : Epoch 2037 | loss: 0.031143 | val_loss: 0.0311607 | Time: 1462.83 ms [2022-03-02 15:49:03 main:574] : INFO : Epoch 2038 | loss: 0.0311444 | val_loss: 0.0311663 | Time: 1496.14 ms [2022-03-02 15:49:04 main:574] : INFO : Epoch 2039 | loss: 0.031144 | val_loss: 0.0311634 | Time: 1482.72 ms [2022-03-02 15:49:06 main:574] : INFO : Epoch 2040 | loss: 0.0311434 | val_loss: 0.0311683 | Time: 1468.28 ms [2022-03-02 15:49:07 main:574] : INFO : Epoch 2041 | loss: 0.0311416 | val_loss: 0.0311652 | Time: 1445.37 ms [2022-03-02 15:49:09 main:574] : INFO : Epoch 2042 | loss: 0.0311422 | val_loss: 0.0311642 | Time: 1457.56 ms [2022-03-02 15:49:10 main:574] : INFO : Epoch 2043 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 1446.5 ms [2022-03-02 15:49:12 main:574] : INFO : Epoch 2044 | loss: 0.0311403 | val_loss: 0.0311651 | Time: 1455.06 ms [2022-03-02 15:49:13 main:574] : INFO : Epoch 2045 | loss: 0.0311435 | val_loss: 0.0311697 | Time: 1476.12 ms [2022-03-02 15:49:14 main:574] : INFO : Epoch 2046 | loss: 0.0311451 | val_loss: 0.0311643 | Time: 1443.94 ms [2022-03-02 15:49:16 main:574] : INFO : Epoch 2047 | loss: 0.031144 | val_loss: 0.0311664 | Time: 1459.52 ms [2022-03-02 15:49:17 main:574] : INFO : Epoch 2048 | loss: 0.0311455 | val_loss: 0.0311674 | Time: 1474.75 ms [2022-03-02 15:49:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311674 [2022-03-02 15:49:17 main:603] : INFO : Saving end state to config to file [2022-03-02 15:49:17 main:608] : INFO : Success, exiting.. 15:49:17 (848): 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)