Task 7536727
| Name | ParityModified-1630350035-31886-2_0 |
| Workunit | 5198274 |
| Created | 22 Sep 2021, 22:58:07 UTC |
| Sent | 27 Sep 2021, 1:27:32 UTC |
| Report deadline | 4 Oct 2021, 1:27:32 UTC |
| Received | 27 Sep 2021, 16:23:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 54 min 6 sec |
| CPU time | 53 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0310995 | val_loss: 0.0311424 | Time: 1510.58 ms [2021-09-27 12:03:55 main:574] : INFO : Epoch 1543 | loss: 0.0310996 | val_loss: 0.0311419 | Time: 1516.73 ms [2021-09-27 12:03:56 main:574] : INFO : Epoch 1544 | loss: 0.0311004 | val_loss: 0.0311558 | Time: 1487.15 ms [2021-09-27 12:03:58 main:574] : INFO : Epoch 1545 | loss: 0.0310983 | val_loss: 0.0311536 | Time: 1500.1 ms [2021-09-27 12:03:59 main:574] : INFO : Epoch 1546 | loss: 0.0311044 | val_loss: 0.0311389 | Time: 1489.54 ms [2021-09-27 12:04:01 main:574] : INFO : Epoch 1547 | loss: 0.03111 | val_loss: 0.0311465 | Time: 1477.76 ms [2021-09-27 12:04:02 main:574] : INFO : Epoch 1548 | loss: 0.0311088 | val_loss: 0.0311474 | Time: 1491.76 ms [2021-09-27 12:04:04 main:574] : INFO : Epoch 1549 | loss: 0.0311081 | val_loss: 0.0311497 | Time: 1476.83 ms [2021-09-27 12:04:05 main:574] : INFO : Epoch 1550 | loss: 0.0311047 | val_loss: 0.0311501 | Time: 1450.92 ms [2021-09-27 12:04:07 main:574] : INFO : Epoch 1551 | loss: 0.0311028 | val_loss: 0.0311473 | Time: 1483.31 ms [2021-09-27 12:04:08 main:574] : INFO : Epoch 1552 | loss: 0.0311328 | val_loss: 0.031156 | Time: 1475.92 ms [2021-09-27 12:04:10 main:574] : INFO : Epoch 1553 | loss: 0.0311372 | val_loss: 0.0311527 | Time: 1458.33 ms [2021-09-27 12:04:11 main:574] : INFO : Epoch 1554 | loss: 0.0311347 | val_loss: 0.0311487 | Time: 1489.27 ms [2021-09-27 12:04:13 main:574] : INFO : Epoch 1555 | loss: 0.0311323 | val_loss: 0.0311544 | Time: 1478.19 ms [2021-09-27 12:04:14 main:574] : INFO : Epoch 1556 | loss: 0.0311349 | val_loss: 0.0311468 | Time: 1508.05 ms [2021-09-27 12:04:16 main:574] : INFO : Epoch 1557 | loss: 0.0311304 | val_loss: 0.0311476 | Time: 1465.25 ms [2021-09-27 12:04:17 main:574] : INFO : Epoch 1558 | loss: 0.0311283 | val_loss: 0.0311516 | Time: 1477.83 ms [2021-09-27 12:04:19 main:574] : INFO : Epoch 1559 | loss: 0.0311259 | val_loss: 0.0311458 | Time: 1483.56 ms [2021-09-27 12:04:20 main:574] : INFO : Epoch 1560 | loss: 0.0311218 | val_loss: 0.0311509 | Time: 1462.73 ms [2021-09-27 12:04:22 main:574] : INFO : Epoch 1561 | loss: 0.0311214 | val_loss: 0.0311565 | Time: 1499.52 ms [2021-09-27 12:04:23 main:574] : INFO : Epoch 1562 | loss: 0.0311262 | val_loss: 0.0311538 | Time: 1480.93 ms [2021-09-27 12:04:25 main:574] : INFO : Epoch 1563 | loss: 0.0311188 | val_loss: 0.0311484 | Time: 1477.12 ms [2021-09-27 12:04:26 main:574] : INFO : Epoch 1564 | loss: 0.0311173 | val_loss: 0.0311553 | Time: 1472.55 ms [2021-09-27 12:04:28 main:574] : INFO : Epoch 1565 | loss: 0.0311171 | val_loss: 0.0311553 | Time: 1483.83 ms [2021-09-27 12:04:29 main:574] : INFO : Epoch 1566 | loss: 0.0311168 | val_loss: 0.0311463 | Time: 1454.76 ms [2021-09-27 12:04:31 main:574] : INFO : Epoch 1567 | loss: 0.0311165 | val_loss: 0.0311662 | Time: 1466.61 ms [2021-09-27 12:04:32 main:574] : INFO : Epoch 1568 | loss: 0.0311169 | val_loss: 0.0311508 | Time: 1524.76 ms [2021-09-27 12:04:34 main:574] : INFO : Epoch 1569 | loss: 0.0311173 | val_loss: 0.031145 | Time: 1491.45 ms [2021-09-27 12:04:35 main:574] : INFO : Epoch 1570 | loss: 0.0311155 | val_loss: 0.031153 | Time: 1509.36 ms [2021-09-27 12:04:37 main:574] : INFO : Epoch 1571 | loss: 0.0311149 | val_loss: 0.031156 | Time: 1466.67 ms [2021-09-27 12:04:38 main:574] : INFO : Epoch 1572 | loss: 0.0311128 | val_loss: 0.0311527 | Time: 1502.12 ms [2021-09-27 12:04:40 main:574] : INFO : Epoch 1573 | loss: 0.0311125 | val_loss: 0.0311516 | Time: 1497.56 ms [2021-09-27 12:04:41 main:574] : INFO : Epoch 1574 | loss: 0.0311116 | val_loss: 0.0311668 | Time: 1470.2 ms [2021-09-27 12:04:43 main:574] : INFO : Epoch 1575 | loss: 0.0311108 | val_loss: 0.0311537 | Time: 1472.91 ms [2021-09-27 12:04:44 main:574] : INFO : Epoch 1576 | loss: 0.0311076 | val_loss: 0.0311583 | Time: 1480.48 ms [2021-09-27 12:04:46 main:574] : INFO : Epoch 1577 | loss: 0.031108 | val_loss: 0.0311566 | Time: 1476.7 ms [2021-09-27 12:04:47 main:574] : INFO : Epoch 1578 | loss: 0.0311055 | val_loss: 0.0311528 | Time: 1489.81 ms [2021-09-27 12:04:49 main:574] : INFO : Epoch 1579 | loss: 0.0311069 | val_loss: 0.0311476 | Time: 1489.47 ms [2021-09-27 12:04:50 main:574] : INFO : Epoch 1580 | loss: 0.0311079 | val_loss: 0.0311547 | Time: 1488.23 ms [2021-09-27 12:04:52 main:574] : INFO : Epoch 1581 | loss: 0.0311092 | val_loss: 0.0311575 | Time: 1483.92 ms [2021-09-27 12:04:53 main:574] : INFO : Epoch 1582 | loss: 0.0311085 | val_loss: 0.0311547 | Time: 1501.52 ms [2021-09-27 12:04:55 main:574] : INFO : Epoch 1583 | loss: 0.0311085 | val_loss: 0.0311522 | Time: 1482.58 ms [2021-09-27 12:04:56 main:574] : INFO : Epoch 1584 | loss: 0.0311094 | val_loss: 0.0311476 | Time: 1524.78 ms [2021-09-27 12:04:58 main:574] : INFO : Epoch 1585 | loss: 0.0311088 | val_loss: 0.031154 | Time: 1489.42 ms [2021-09-27 12:04:59 main:574] : INFO : Epoch 1586 | loss: 0.0311074 | val_loss: 0.031161 | Time: 1539.29 ms [2021-09-27 12:05:01 main:574] : INFO : Epoch 1587 | loss: 0.031106 | val_loss: 0.0311582 | Time: 1524.89 ms [2021-09-27 12:05:02 main:574] : INFO : Epoch 1588 | loss: 0.0311055 | val_loss: 0.0311514 | Time: 1552.23 ms [2021-09-27 12:05:04 main:574] : INFO : Epoch 1589 | loss: 0.031106 | val_loss: 0.0311425 | Time: 1467.69 ms [2021-09-27 12:05:05 main:574] : INFO : Epoch 1590 | loss: 0.0311126 | val_loss: 0.0311495 | Time: 1492.54 ms [2021-09-27 12:05:07 main:574] : INFO : Epoch 1591 | loss: 0.0311129 | val_loss: 0.0311568 | Time: 1454.93 ms [2021-09-27 12:05:08 main:574] : INFO : Epoch 1592 | loss: 0.0311094 | val_loss: 0.0311512 | Time: 1498.26 ms [2021-09-27 12:05:10 main:574] : INFO : Epoch 1593 | loss: 0.0311062 | val_loss: 0.0311472 | Time: 1535.77 ms [2021-09-27 12:05:11 main:574] : INFO : Epoch 1594 | loss: 0.0311055 | val_loss: 0.0311587 | Time: 1476.09 ms [2021-09-27 12:05:13 main:574] : INFO : Epoch 1595 | loss: 0.0311087 | val_loss: 0.0311491 | Time: 1499.83 ms [2021-09-27 12:05:14 main:574] : INFO : Epoch 1596 | loss: 0.0311053 | val_loss: 0.0311549 | Time: 1565.69 ms [2021-09-27 12:05:16 main:574] : INFO : Epoch 1597 | loss: 0.0311049 | val_loss: 0.0311542 | Time: 1500.75 ms [2021-09-27 12:05:17 main:574] : INFO : Epoch 1598 | loss: 0.0311044 | val_loss: 0.0311458 | Time: 1480.88 ms [2021-09-27 12:05:19 main:574] : INFO : Epoch 1599 | loss: 0.0311022 | val_loss: 0.0311474 | Time: 1463.84 ms [2021-09-27 12:05:20 main:574] : INFO : Epoch 1600 | loss: 0.0311023 | val_loss: 0.0311468 | Time: 1494.41 ms [2021-09-27 12:05:22 main:574] : INFO : Epoch 1601 | loss: 0.0311019 | val_loss: 0.0311433 | Time: 1471.47 ms [2021-09-27 12:05:23 main:574] : INFO : Epoch 1602 | loss: 0.0311055 | val_loss: 0.031152 | Time: 1474.96 ms [2021-09-27 12:05:25 main:574] : INFO : Epoch 1603 | loss: 0.0311067 | val_loss: 0.0311512 | Time: 1497.04 ms [2021-09-27 12:05:26 main:574] : INFO : Epoch 1604 | loss: 0.0311014 | val_loss: 0.0311575 | Time: 1471.48 ms [2021-09-27 12:05:28 main:574] : INFO : Epoch 1605 | loss: 0.0311034 | val_loss: 0.0311502 | Time: 1469 ms [2021-09-27 12:05:29 main:574] : INFO : Epoch 1606 | loss: 0.0310987 | val_loss: 0.0311506 | Time: 1483.72 ms [2021-09-27 12:05:31 main:574] : INFO : Epoch 1607 | loss: 0.0311003 | val_loss: 0.0311573 | Time: 1489.6 ms [2021-09-27 12:05:32 main:574] : INFO : Epoch 1608 | loss: 0.0311002 | val_loss: 0.0311479 | Time: 1475.24 ms [2021-09-27 12:05:34 main:574] : INFO : Epoch 1609 | loss: 0.0311004 | val_loss: 0.0311467 | Time: 1474.47 ms [2021-09-27 12:05:35 main:574] : INFO : Epoch 1610 | loss: 0.0310993 | val_loss: 0.0311474 | Time: 1473.67 ms [2021-09-27 12:05:37 main:574] : INFO : Epoch 1611 | loss: 0.0310981 | val_loss: 0.0311554 | Time: 1467.03 ms [2021-09-27 12:05:38 main:574] : INFO : Epoch 1612 | loss: 0.0310966 | val_loss: 0.0311522 | Time: 1469.58 ms [2021-09-27 12:05:40 main:574] : INFO : Epoch 1613 | loss: 0.0310932 | val_loss: 0.0311484 | Time: 1567.22 ms [2021-09-27 12:05:41 main:574] : INFO : Epoch 1614 | loss: 0.0310954 | val_loss: 0.0311431 | Time: 1520.35 ms [2021-09-27 12:05:43 main:574] : INFO : Epoch 1615 | loss: 0.0311006 | val_loss: 0.0311637 | Time: 1494.2 ms [2021-09-27 12:05:44 main:574] : INFO : Epoch 1616 | loss: 0.031103 | val_loss: 0.0311539 | Time: 1483.98 ms [2021-09-27 12:05:46 main:574] : INFO : Epoch 1617 | loss: 0.0310983 | val_loss: 0.0311463 | Time: 1473.65 ms [2021-09-27 12:05:47 main:574] : INFO : Epoch 1618 | loss: 0.0310953 | val_loss: 0.0311602 | Time: 1460.9 ms [2021-09-27 12:05:49 main:574] : INFO : Epoch 1619 | loss: 0.0310969 | val_loss: 0.0311511 | Time: 1466.64 ms [2021-09-27 12:05:50 main:574] : INFO : Epoch 1620 | loss: 0.0310951 | val_loss: 0.0311592 | Time: 1541.83 ms [2021-09-27 12:05:52 main:574] : INFO : Epoch 1621 | loss: 0.0310954 | val_loss: 0.0311431 | Time: 1493.45 ms [2021-09-27 12:05:53 main:574] : INFO : Epoch 1622 | loss: 0.0310961 | val_loss: 0.0311496 | Time: 1463.59 ms [2021-09-27 12:05:55 main:574] : INFO : Epoch 1623 | loss: 0.0310993 | val_loss: 0.0311498 | Time: 1491.81 ms [2021-09-27 12:05:56 main:574] : INFO : Epoch 1624 | loss: 0.0310982 | val_loss: 0.031142 | Time: 1509.26 ms [2021-09-27 12:05:58 main:574] : INFO : Epoch 1625 | loss: 0.0310982 | val_loss: 0.031138 | Time: 1475.36 ms [2021-09-27 12:05:59 main:574] : INFO : Epoch 1626 | loss: 0.0311025 | val_loss: 0.0311529 | Time: 1469.29 ms [2021-09-27 12:06:01 main:574] : INFO : Epoch 1627 | loss: 0.0310994 | val_loss: 0.0311495 | Time: 1507.62 ms [2021-09-27 12:06:02 main:574] : INFO : Epoch 1628 | loss: 0.0310951 | val_loss: 0.0311532 | Time: 1505.7 ms [2021-09-27 12:06:04 main:574] : INFO : Epoch 1629 | loss: 0.0310956 | val_loss: 0.0311461 | Time: 1475.85 ms [2021-09-27 12:06:05 main:574] : INFO : Epoch 1630 | loss: 0.0310946 | val_loss: 0.0311452 | Time: 1485.96 ms [2021-09-27 12:06:06 main:574] : INFO : Epoch 1631 | loss: 0.0310949 | val_loss: 0.0311479 | Time: 1486.43 ms [2021-09-27 12:06:08 main:574] : INFO : Epoch 1632 | loss: 0.0310986 | val_loss: 0.031148 | Time: 1504.48 ms [2021-09-27 12:06:10 main:574] : INFO : Epoch 1633 | loss: 0.0310961 | val_loss: 0.0311568 | Time: 1525.98 ms [2021-09-27 12:06:11 main:574] : INFO : Epoch 1634 | loss: 0.0310965 | val_loss: 0.0311516 | Time: 1507.18 ms [2021-09-27 12:06:13 main:574] : INFO : Epoch 1635 | loss: 0.0310928 | val_loss: 0.031153 | Time: 1483.07 ms [2021-09-27 12:06:14 main:574] : INFO : Epoch 1636 | loss: 0.031094 | val_loss: 0.0311467 | Time: 1496.01 ms [2021-09-27 12:06:16 main:574] : INFO : Epoch 1637 | loss: 0.0310918 | val_loss: 0.031145 | Time: 1487.59 ms [2021-09-27 12:06:17 main:574] : INFO : Epoch 1638 | loss: 0.0310938 | val_loss: 0.0311464 | Time: 1504.29 ms [2021-09-27 12:06:19 main:574] : INFO : Epoch 1639 | loss: 0.0311 | val_loss: 0.0311437 | Time: 1486.6 ms [2021-09-27 12:06:20 main:574] : INFO : Epoch 1640 | loss: 0.0310942 | val_loss: 0.0311499 | Time: 1507.43 ms [2021-09-27 12:06:22 main:574] : INFO : Epoch 1641 | loss: 0.0310954 | val_loss: 0.031152 | Time: 1480.35 ms [2021-09-27 12:06:23 main:574] : INFO : Epoch 1642 | loss: 0.0310953 | val_loss: 0.0311481 | Time: 1505.09 ms [2021-09-27 12:06:25 main:574] : INFO : Epoch 1643 | loss: 0.0310903 | val_loss: 0.0311506 | Time: 1477.63 ms [2021-09-27 12:06:26 main:574] : INFO : Epoch 1644 | loss: 0.0310894 | val_loss: 0.031147 | Time: 1502.84 ms [2021-09-27 12:06:28 main:574] : INFO : Epoch 1645 | loss: 0.031089 | val_loss: 0.0311444 | Time: 1506.02 ms [2021-09-27 12:06:29 main:574] : INFO : Epoch 1646 | loss: 0.0310887 | val_loss: 0.0311424 | Time: 1481.51 ms [2021-09-27 12:06:31 main:574] : INFO : Epoch 1647 | loss: 0.0310925 | val_loss: 0.0311522 | Time: 1455.47 ms [2021-09-27 12:06:32 main:574] : INFO : Epoch 1648 | loss: 0.0310942 | val_loss: 0.0311419 | Time: 1444.63 ms [2021-09-27 12:06:33 main:574] : INFO : Epoch 1649 | loss: 0.031096 | val_loss: 0.0311439 | Time: 1471.55 ms [2021-09-27 12:06:35 main:574] : INFO : Epoch 1650 | loss: 0.0310963 | val_loss: 0.0311481 | Time: 1458.48 ms [2021-09-27 12:06:36 main:574] : INFO : Epoch 1651 | loss: 0.0310957 | val_loss: 0.0311467 | Time: 1487.22 ms [2021-09-27 12:06:38 main:574] : INFO : Epoch 1652 | loss: 0.0310958 | val_loss: 0.0311464 | Time: 1469.11 ms [2021-09-27 12:06:39 main:574] : INFO : Epoch 1653 | loss: 0.0311026 | val_loss: 0.0311494 | Time: 1554.12 ms [2021-09-27 12:06:41 main:574] : INFO : Epoch 1654 | loss: 0.031105 | val_loss: 0.0311423 | Time: 1496.58 ms [2021-09-27 12:06:42 main:574] : INFO : Epoch 1655 | loss: 0.0310988 | val_loss: 0.0311447 | Time: 1513.24 ms [2021-09-27 12:06:44 main:574] : INFO : Epoch 1656 | loss: 0.031097 | val_loss: 0.0311463 | Time: 1447.21 ms [2021-09-27 12:06:45 main:574] : INFO : Epoch 1657 | loss: 0.0310971 | val_loss: 0.0311513 | Time: 1500.79 ms [2021-09-27 12:06:47 main:574] : INFO : Epoch 1658 | loss: 0.0310968 | val_loss: 0.0311571 | Time: 1502.64 ms [2021-09-27 12:06:48 main:574] : INFO : Epoch 1659 | loss: 0.0311009 | val_loss: 0.0311532 | Time: 1500.27 ms [2021-09-27 12:06:50 main:574] : INFO : Epoch 1660 | loss: 0.0311033 | val_loss: 0.031139 | Time: 1493.83 ms [2021-09-27 12:06:51 main:574] : INFO : Epoch 1661 | loss: 0.0310975 | val_loss: 0.0311465 | Time: 1514.76 ms [2021-09-27 12:06:53 main:574] : INFO : Epoch 1662 | loss: 0.031096 | val_loss: 0.0311591 | Time: 1486.52 ms [2021-09-27 12:06:54 main:574] : INFO : Epoch 1663 | loss: 0.0311022 | val_loss: 0.0311483 | Time: 1468.68 ms [2021-09-27 12:06:56 main:574] : INFO : Epoch 1664 | loss: 0.0310956 | val_loss: 0.0311398 | Time: 1474.57 ms [2021-09-27 12:06:57 main:574] : INFO : Epoch 1665 | loss: 0.0310948 | val_loss: 0.0311414 | Time: 1473.45 ms [2021-09-27 12:06:59 main:574] : INFO : Epoch 1666 | loss: 0.0310944 | val_loss: 0.03115 | Time: 1505.18 ms [2021-09-27 12:07:00 main:574] : INFO : Epoch 1667 | loss: 0.0310945 | val_loss: 0.0311482 | Time: 1521.82 ms [2021-09-27 12:07:02 main:574] : INFO : Epoch 1668 | loss: 0.0310937 | val_loss: 0.0311545 | Time: 1550.67 ms [2021-09-27 12:07:03 main:574] : INFO : Epoch 1669 | loss: 0.0310943 | val_loss: 0.0311589 | Time: 1496.84 ms [2021-09-27 12:07:05 main:574] : INFO : Epoch 1670 | loss: 0.0310975 | val_loss: 0.0311402 | Time: 1519.26 ms [2021-09-27 12:07:07 main:574] : INFO : Epoch 1671 | loss: 0.0310968 | val_loss: 0.0311397 | Time: 1501.66 ms [2021-09-27 12:07:08 main:574] : INFO : Epoch 1672 | loss: 0.0310917 | val_loss: 0.0311464 | Time: 1509.64 ms [2021-09-27 12:07:10 main:574] : INFO : Epoch 1673 | loss: 0.0310939 | val_loss: 0.0311419 | Time: 1465.89 ms [2021-09-27 12:07:11 main:574] : INFO : Epoch 1674 | loss: 0.031098 | val_loss: 0.0311435 | Time: 1493.47 ms [2021-09-27 12:07:13 main:574] : INFO : Epoch 1675 | loss: 0.0311005 | val_loss: 0.0311483 | Time: 1501.43 ms [2021-09-27 12:07:14 main:574] : INFO : Epoch 1676 | loss: 0.0310976 | val_loss: 0.0311461 | Time: 1476.66 ms [2021-09-27 12:07:15 main:574] : INFO : Epoch 1677 | loss: 0.0311072 | val_loss: 0.0311409 | Time: 1475.31 ms [2021-09-27 12:07:17 main:574] : INFO : Epoch 1678 | loss: 0.0311126 | val_loss: 0.0311431 | Time: 1466.17 ms [2021-09-27 12:07:18 main:574] : INFO : Epoch 1679 | loss: 0.0311117 | val_loss: 0.0311452 | Time: 1517.47 ms [2021-09-27 12:07:20 main:574] : INFO : Epoch 1680 | loss: 0.0311087 | val_loss: 0.0311482 | Time: 1497.09 ms [2021-09-27 12:07:21 main:574] : INFO : Epoch 1681 | loss: 0.031107 | val_loss: 0.0311405 | Time: 1481.67 ms [2021-09-27 12:07:23 main:574] : INFO : Epoch 1682 | loss: 0.0311047 | val_loss: 0.0311458 | Time: 1476.07 ms [2021-09-27 12:07:24 main:574] : INFO : Epoch 1683 | loss: 0.0311043 | val_loss: 0.0311515 | Time: 1470.5 ms [2021-09-27 12:07:26 main:574] : INFO : Epoch 1684 | loss: 0.0311029 | val_loss: 0.03116 | Time: 1442.04 ms [2021-09-27 12:07:27 main:574] : INFO : Epoch 1685 | loss: 0.0311071 | val_loss: 0.0311397 | Time: 1478.67 ms [2021-09-27 12:07:29 main:574] : INFO : Epoch 1686 | loss: 0.0311039 | val_loss: 0.0311447 | Time: 1496.04 ms [2021-09-27 12:07:30 main:574] : INFO : Epoch 1687 | loss: 0.0311029 | val_loss: 0.0311427 | Time: 1473.21 ms [2021-09-27 12:07:32 main:574] : INFO : Epoch 1688 | loss: 0.0311003 | val_loss: 0.0311426 | Time: 1521.68 ms [2021-09-27 12:07:33 main:574] : INFO : Epoch 1689 | loss: 0.0310973 | val_loss: 0.0311488 | Time: 1473.77 ms [2021-09-27 12:07:35 main:574] : INFO : Epoch 1690 | loss: 0.0310987 | val_loss: 0.0311438 | Time: 1494.84 ms [2021-09-27 12:07:36 main:574] : INFO : Epoch 1691 | loss: 0.0310973 | val_loss: 0.0311396 | Time: 1484.02 ms [2021-09-27 12:07:38 main:574] : INFO : Epoch 1692 | loss: 0.0311007 | val_loss: 0.0311423 | Time: 1484.86 ms [2021-09-27 12:07:39 main:574] : INFO : Epoch 1693 | loss: 0.031101 | val_loss: 0.0311418 | Time: 1473.32 ms [2021-09-27 12:07:41 main:574] : INFO : Epoch 1694 | loss: 0.0310995 | val_loss: 0.0311417 | Time: 1514.99 ms [2021-09-27 12:07:42 main:574] : INFO : Epoch 1695 | loss: 0.0310975 | val_loss: 0.0311472 | Time: 1481.52 ms [2021-09-27 12:07:44 main:574] : INFO : Epoch 1696 | loss: 0.0310997 | val_loss: 0.0311441 | Time: 1482.69 ms [2021-09-27 12:07:45 main:574] : INFO : Epoch 1697 | loss: 0.0311039 | val_loss: 0.0311994 | Time: 1483.41 ms [2021-09-27 12:07:47 main:574] : INFO : Epoch 1698 | loss: 0.0311662 | val_loss: 0.0311616 | Time: 1503.38 ms [2021-09-27 12:07:48 main:574] : INFO : Epoch 1699 | loss: 0.0311103 | val_loss: 0.0311543 | Time: 1464.73 ms [2021-09-27 12:07:50 main:574] : INFO : Epoch 1700 | loss: 0.0310989 | val_loss: 0.0311467 | Time: 1459.37 ms [2021-09-27 12:07:51 main:574] : INFO : Epoch 1701 | loss: 0.0310922 | val_loss: 0.0311439 | Time: 1487.02 ms [2021-09-27 12:07:53 main:574] : INFO : Epoch 1702 | loss: 0.0310944 | val_loss: 0.0311382 | Time: 1476.91 ms [2021-09-27 12:07:54 main:574] : INFO : Epoch 1703 | loss: 0.0311002 | val_loss: 0.0311439 | Time: 1484.41 ms [2021-09-27 12:07:56 main:574] : INFO : Epoch 1704 | loss: 0.0311027 | val_loss: 0.0311505 | Time: 1509.98 ms [2021-09-27 12:07:57 main:574] : INFO : Epoch 1705 | loss: 0.0310963 | val_loss: 0.0311417 | Time: 1484.26 ms [2021-09-27 12:07:59 main:574] : INFO : Epoch 1706 | loss: 0.0310944 | val_loss: 0.0311521 | Time: 1479.29 ms [2021-09-27 12:08:00 main:574] : INFO : Epoch 1707 | loss: 0.0310989 | val_loss: 0.0311404 | Time: 1478.61 ms [2021-09-27 12:08:02 main:574] : INFO : Epoch 1708 | loss: 0.0310984 | val_loss: 0.0311546 | Time: 1454.53 ms [2021-09-27 12:08:03 main:574] : INFO : Epoch 1709 | loss: 0.0310964 | val_loss: 0.0311526 | Time: 1498.77 ms [2021-09-27 12:08:05 main:574] : INFO : Epoch 1710 | loss: 0.0310936 | val_loss: 0.0311419 | Time: 1494.62 ms [2021-09-27 12:08:06 main:574] : INFO : Epoch 1711 | loss: 0.0310928 | val_loss: 0.0311371 | Time: 1511.31 ms [2021-09-27 12:08:08 main:574] : INFO : Epoch 1712 | loss: 0.0310982 | val_loss: 0.0311378 | Time: 1513.51 ms [2021-09-27 12:08:09 main:574] : INFO : Epoch 1713 | loss: 0.0311003 | val_loss: 0.0311437 | Time: 1477.39 ms [2021-09-27 12:08:11 main:574] : INFO : Epoch 1714 | loss: 0.0310957 | val_loss: 0.0311432 | Time: 1474.24 ms [2021-09-27 12:08:12 main:574] : INFO : Epoch 1715 | loss: 0.0310968 | val_loss: 0.0311382 | Time: 1474.84 ms [2021-09-27 12:08:14 main:574] : INFO : Epoch 1716 | loss: 0.0310942 | val_loss: 0.0311433 | Time: 1464.72 ms [2021-09-27 12:08:15 main:574] : INFO : Epoch 1717 | loss: 0.0310918 | val_loss: 0.0311545 | Time: 1514.08 ms [2021-09-27 12:08:17 main:574] : INFO : Epoch 1718 | loss: 0.0310938 | val_loss: 0.0311409 | Time: 1471.83 ms [2021-09-27 12:08:18 main:574] : INFO : Epoch 1719 | loss: 0.0310919 | val_loss: 0.0311429 | Time: 1452.4 ms [2021-09-27 12:08:20 main:574] : INFO : Epoch 1720 | loss: 0.0310927 | val_loss: 0.0311486 | Time: 1482.78 ms [2021-09-27 12:08:21 main:574] : INFO : Epoch 1721 | loss: 0.0310922 | val_loss: 0.0311446 | Time: 1476.08 ms [2021-09-27 12:08:23 main:574] : INFO : Epoch 1722 | loss: 0.0310919 | val_loss: 0.031155 | Time: 1457.15 ms [2021-09-27 12:08:24 main:574] : INFO : Epoch 1723 | loss: 0.0310908 | val_loss: 0.0311475 | Time: 1467.07 ms [2021-09-27 12:08:25 main:574] : INFO : Epoch 1724 | loss: 0.0310915 | val_loss: 0.0311518 | Time: 1478.35 ms [2021-09-27 12:08:27 main:574] : INFO : Epoch 1725 | loss: 0.0310913 | val_loss: 0.031146 | Time: 1462.2 ms [2021-09-27 12:08:28 main:574] : INFO : Epoch 1726 | loss: 0.0310925 | val_loss: 0.0311483 | Time: 1464.81 ms [2021-09-27 12:08:30 main:574] : INFO : Epoch 1727 | loss: 0.0310945 | val_loss: 0.0311413 | Time: 1471.26 ms [2021-09-27 12:08:31 main:574] : INFO : Epoch 1728 | loss: 0.0310945 | val_loss: 0.0311417 | Time: 1474.18 ms [2021-09-27 12:08:33 main:574] : INFO : Epoch 1729 | loss: 0.0310919 | val_loss: 0.0311513 | Time: 1482.71 ms [2021-09-27 12:08:34 main:574] : INFO : Epoch 1730 | loss: 0.0310932 | val_loss: 0.0311485 | Time: 1480.83 ms [2021-09-27 12:08:36 main:574] : INFO : Epoch 1731 | loss: 0.0310969 | val_loss: 0.0311512 | Time: 1490.41 ms [2021-09-27 12:08:37 main:574] : INFO : Epoch 1732 | loss: 0.0311007 | val_loss: 0.0311434 | Time: 1469.77 ms [2021-09-27 12:08:39 main:574] : INFO : Epoch 1733 | loss: 0.0310941 | val_loss: 0.031157 | Time: 1441.46 ms [2021-09-27 12:08:40 main:574] : INFO : Epoch 1734 | loss: 0.0310974 | val_loss: 0.0311439 | Time: 1500.18 ms [2021-09-27 12:08:42 main:574] : INFO : Epoch 1735 | loss: 0.0310981 | val_loss: 0.0311424 | Time: 1490.42 ms [2021-09-27 12:08:43 main:574] : INFO : Epoch 1736 | loss: 0.0310979 | val_loss: 0.0311402 | Time: 1474.76 ms [2021-09-27 12:08:45 main:574] : INFO : Epoch 1737 | loss: 0.0310981 | val_loss: 0.0311394 | Time: 1507.36 ms [2021-09-27 12:08:46 main:574] : INFO : Epoch 1738 | loss: 0.0310961 | val_loss: 0.0311369 | Time: 1467.51 ms [2021-09-27 12:08:48 main:574] : INFO : Epoch 1739 | loss: 0.031096 | val_loss: 0.0311454 | Time: 1480.25 ms [2021-09-27 12:08:49 main:574] : INFO : Epoch 1740 | loss: 0.0310982 | val_loss: 0.031143 | Time: 1488.64 ms [2021-09-27 12:08:51 main:574] : INFO : Epoch 1741 | loss: 0.0311051 | val_loss: 0.031139 | Time: 1527.64 ms [2021-09-27 12:08:52 main:574] : INFO : Epoch 1742 | loss: 0.0311072 | val_loss: 0.0311366 | Time: 1481.12 ms [2021-09-27 12:08:54 main:574] : INFO : Epoch 1743 | loss: 0.0311048 | val_loss: 0.0311406 | Time: 1512.17 ms [2021-09-27 12:08:55 main:574] : INFO : Epoch 1744 | loss: 0.0311049 | val_loss: 0.0311413 | Time: 1473.52 ms [2021-09-27 12:08:57 main:574] : INFO : Epoch 1745 | loss: 0.0311055 | val_loss: 0.0311496 | Time: 1454.38 ms [2021-09-27 12:08:58 main:574] : INFO : Epoch 1746 | loss: 0.0311016 | val_loss: 0.0311445 | Time: 1484.49 ms [2021-09-27 12:09:00 main:574] : INFO : Epoch 1747 | loss: 0.0311016 | val_loss: 0.0311338 | Time: 1489.62 ms [2021-09-27 12:09:01 main:574] : INFO : Epoch 1748 | loss: 0.0311006 | val_loss: 0.0311496 | Time: 1490.08 ms [2021-09-27 12:09:03 main:574] : INFO : Epoch 1749 | loss: 0.031099 | val_loss: 0.0311393 | Time: 1489.59 ms [2021-09-27 12:09:04 main:574] : INFO : Epoch 1750 | loss: 0.0310989 | val_loss: 0.0311418 | Time: 1495.7 ms [2021-09-27 12:09:06 main:574] : INFO : Epoch 1751 | loss: 0.0311004 | val_loss: 0.0311439 | Time: 1491.31 ms [2021-09-27 12:09:07 main:574] : INFO : Epoch 1752 | loss: 0.0311029 | val_loss: 0.0311571 | Time: 1472.99 ms [2021-09-27 12:09:09 main:574] : INFO : Epoch 1753 | loss: 0.0310962 | val_loss: 0.0311386 | Time: 1479.3 ms [2021-09-27 12:09:10 main:574] : INFO : Epoch 1754 | loss: 0.0310947 | val_loss: 0.0311497 | Time: 1501.92 ms [2021-09-27 12:09:12 main:574] : INFO : Epoch 1755 | loss: 0.0310974 | val_loss: 0.0311522 | Time: 1487.71 ms [2021-09-27 12:09:13 main:574] : INFO : Epoch 1756 | loss: 0.0310959 | val_loss: 0.0311531 | Time: 1480.82 ms [2021-09-27 12:09:15 main:574] : INFO : Epoch 1757 | loss: 0.031098 | val_loss: 0.0311508 | Time: 1478.95 ms [2021-09-27 12:09:16 main:574] : INFO : Epoch 1758 | loss: 0.0310948 | val_loss: 0.0311422 | Time: 1484.67 ms [2021-09-27 12:09:18 main:574] : INFO : Epoch 1759 | loss: 0.0310954 | val_loss: 0.0311493 | Time: 1480.4 ms [2021-09-27 12:09:19 main:574] : INFO : Epoch 1760 | loss: 0.0310941 | val_loss: 0.0311412 | Time: 1508.18 ms [2021-09-27 12:09:21 main:574] : INFO : Epoch 1761 | loss: 0.0310916 | val_loss: 0.0311407 | Time: 1481.76 ms [2021-09-27 12:09:22 main:574] : INFO : Epoch 1762 | loss: 0.0310923 | val_loss: 0.0311348 | Time: 1462.26 ms [2021-09-27 12:09:24 main:574] : INFO : Epoch 1763 | loss: 0.0310903 | val_loss: 0.0311555 | Time: 1485.12 ms [2021-09-27 12:09:25 main:574] : INFO : Epoch 1764 | loss: 0.0310922 | val_loss: 0.0311418 | Time: 1488.14 ms [2021-09-27 12:09:27 main:574] : INFO : Epoch 1765 | loss: 0.0310931 | val_loss: 0.0311573 | Time: 1458.75 ms [2021-09-27 12:09:28 main:574] : INFO : Epoch 1766 | loss: 0.0310948 | val_loss: 0.0311459 | Time: 1506.77 ms [2021-09-27 12:09:30 main:574] : INFO : Epoch 1767 | loss: 0.0310928 | val_loss: 0.0311451 | Time: 1489.15 ms [2021-09-27 12:09:31 main:574] : INFO : Epoch 1768 | loss: 0.0310916 | val_loss: 0.0311637 | Time: 1500.98 ms [2021-09-27 12:09:33 main:574] : INFO : Epoch 1769 | loss: 0.031093 | val_loss: 0.031137 | Time: 1498.51 ms [2021-09-27 12:09:34 main:574] : INFO : Epoch 1770 | loss: 0.0310976 | val_loss: 0.0311393 | Time: 1475.6 ms [2021-09-27 12:09:36 main:574] : INFO : Epoch 1771 | loss: 0.0310983 | val_loss: 0.0311537 | Time: 1484.35 ms [2021-09-27 12:09:37 main:574] : INFO : Epoch 1772 | loss: 0.0310948 | val_loss: 0.031144 | Time: 1454.33 ms [2021-09-27 12:09:38 main:574] : INFO : Epoch 1773 | loss: 0.0310928 | val_loss: 0.0311507 | Time: 1529.23 ms [2021-09-27 12:09:40 main:574] : INFO : Epoch 1774 | loss: 0.0310965 | val_loss: 0.0311494 | Time: 1509.89 ms [2021-09-27 12:09:42 main:574] : INFO : Epoch 1775 | loss: 0.0311012 | val_loss: 0.0311406 | Time: 1565.26 ms [2021-09-27 12:09:43 main:574] : INFO : Epoch 1776 | loss: 0.0311046 | val_loss: 0.0311479 | Time: 1506.23 ms [2021-09-27 12:09:45 main:574] : INFO : Epoch 1777 | loss: 0.031118 | val_loss: 0.0311445 | Time: 1461.96 ms [2021-09-27 12:09:46 main:574] : INFO : Epoch 1778 | loss: 0.0311107 | val_loss: 0.031139 | Time: 1481.55 ms [2021-09-27 12:09:48 main:574] : INFO : Epoch 1779 | loss: 0.0311122 | val_loss: 0.031136 | Time: 1512.15 ms [2021-09-27 12:09:49 main:574] : INFO : Epoch 1780 | loss: 0.0311135 | val_loss: 0.0311421 | Time: 1500.15 ms [2021-09-27 12:09:51 main:574] : INFO : Epoch 1781 | loss: 0.0311072 | val_loss: 0.031138 | Time: 1500.34 ms [2021-09-27 12:09:52 main:574] : INFO : Epoch 1782 | loss: 0.0311038 | val_loss: 0.0311434 | Time: 1493.08 ms [2021-09-27 12:09:54 main:574] : INFO : Epoch 1783 | loss: 0.0311031 | val_loss: 0.0311437 | Time: 1499.04 ms [2021-09-27 12:09:55 main:574] : INFO : Epoch 1784 | loss: 0.0311014 | val_loss: 0.0311432 | Time: 1489.16 ms [2021-09-27 12:09:57 main:574] : INFO : Epoch 1785 | loss: 0.0310992 | val_loss: 0.0311447 | Time: 1446.75 ms [2021-09-27 12:09:58 main:574] : INFO : Epoch 1786 | loss: 0.0311009 | val_loss: 0.0311422 | Time: 1495.21 ms [2021-09-27 12:10:00 main:574] : INFO : Epoch 1787 | loss: 0.0310975 | val_loss: 0.0311386 | Time: 1499.41 ms [2021-09-27 12:10:01 main:574] : INFO : Epoch 1788 | loss: 0.0310967 | val_loss: 0.0311443 | Time: 1510.98 ms [2021-09-27 12:10:03 main:574] : INFO : Epoch 1789 | loss: 0.0310981 | val_loss: 0.0311337 | Time: 1478.42 ms [2021-09-27 12:10:04 main:574] : INFO : Epoch 1790 | loss: 0.0310964 | val_loss: 0.0311403 | Time: 1514.14 ms [2021-09-27 12:10:06 main:574] : INFO : Epoch 1791 | loss: 0.031102 | val_loss: 0.0311484 | Time: 1488.38 ms [2021-09-27 12:10:07 main:574] : INFO : Epoch 1792 | loss: 0.0310991 | val_loss: 0.031134 | Time: 1484.41 ms [2021-09-27 12:10:09 main:574] : INFO : Epoch 1793 | loss: 0.0310951 | val_loss: 0.031136 | Time: 1500.7 ms [2021-09-27 12:10:10 main:574] : INFO : Epoch 1794 | loss: 0.0310935 | val_loss: 0.0311407 | Time: 1484.45 ms [2021-09-27 12:10:12 main:574] : INFO : Epoch 1795 | loss: 0.0310927 | val_loss: 0.0311605 | Time: 1458.58 ms [2021-09-27 12:10:13 main:574] : INFO : Epoch 1796 | loss: 0.0310925 | val_loss: 0.0311411 | Time: 1453.46 ms [2021-09-27 12:10:14 main:574] : INFO : Epoch 1797 | loss: 0.0310902 | val_loss: 0.0311414 | Time: 1479.52 ms [2021-09-27 12:10:16 main:574] : INFO : Epoch 1798 | loss: 0.0310886 | val_loss: 0.0311455 | Time: 1501.49 ms [2021-09-27 12:10:17 main:574] : INFO : Epoch 1799 | loss: 0.0310913 | val_loss: 0.031139 | Time: 1512.23 ms [2021-09-27 12:10:19 main:574] : INFO : Epoch 1800 | loss: 0.0310929 | val_loss: 0.0311463 | Time: 1480.11 ms [2021-09-27 12:10:20 main:574] : INFO : Epoch 1801 | loss: 0.0310934 | val_loss: 0.0311409 | Time: 1496.59 ms [2021-09-27 12:10:22 main:574] : INFO : Epoch 1802 | loss: 0.0310929 | val_loss: 0.0311407 | Time: 1521.05 ms [2021-09-27 12:10:24 main:574] : INFO : Epoch 1803 | loss: 0.0310904 | val_loss: 0.0311474 | Time: 1488.11 ms [2021-09-27 12:10:25 main:574] : INFO : Epoch 1804 | loss: 0.0310913 | val_loss: 0.0311449 | Time: 1483.9 ms [2021-09-27 12:10:26 main:574] : INFO : Epoch 1805 | loss: 0.0310925 | val_loss: 0.0311378 | Time: 1449.97 ms [2021-09-27 12:10:28 main:574] : INFO : Epoch 1806 | loss: 0.0310944 | val_loss: 0.0311389 | Time: 1479.56 ms [2021-09-27 12:10:29 main:574] : INFO : Epoch 1807 | loss: 0.0310927 | val_loss: 0.0311418 | Time: 1462.26 ms [2021-09-27 12:10:31 main:574] : INFO : Epoch 1808 | loss: 0.03109 | val_loss: 0.0311472 | Time: 1475.99 ms [2021-09-27 12:10:32 main:574] : INFO : Epoch 1809 | loss: 0.0310937 | val_loss: 0.0311441 | Time: 1504.9 ms [2021-09-27 12:10:34 main:574] : INFO : Epoch 1810 | loss: 0.0311065 | val_loss: 0.0311428 | Time: 1492.39 ms [2021-09-27 12:10:35 main:574] : INFO : Epoch 1811 | loss: 0.0311055 | val_loss: 0.0311468 | Time: 1476.74 ms [2021-09-27 12:10:37 main:574] : INFO : Epoch 1812 | loss: 0.0311014 | val_loss: 0.0311384 | Time: 1514.67 ms [2021-09-27 12:10:38 main:574] : INFO : Epoch 1813 | loss: 0.0310967 | val_loss: 0.0311457 | Time: 1513.23 ms [2021-09-27 12:10:40 main:574] : INFO : Epoch 1814 | loss: 0.0310982 | val_loss: 0.031139 | Time: 1466.05 ms [2021-09-27 12:10:41 main:574] : INFO : Epoch 1815 | loss: 0.0310977 | val_loss: 0.0311451 | Time: 1514.65 ms [2021-09-27 12:10:43 main:574] : INFO : Epoch 1816 | loss: 0.0310959 | val_loss: 0.0311364 | Time: 1480.26 ms [2021-09-27 12:10:44 main:574] : INFO : Epoch 1817 | loss: 0.0310972 | val_loss: 0.0311403 | Time: 1500.19 ms [2021-09-27 12:10:46 main:574] : INFO : Epoch 1818 | loss: 0.0310938 | val_loss: 0.0311429 | Time: 1439.44 ms [2021-09-27 12:10:47 main:574] : INFO : Epoch 1819 | loss: 0.0310929 | val_loss: 0.0311415 | Time: 1481.66 ms [2021-09-27 12:10:49 main:574] : INFO : Epoch 1820 | loss: 0.0310897 | val_loss: 0.0311423 | Time: 1508.66 ms [2021-09-27 12:10:50 main:574] : INFO : Epoch 1821 | loss: 0.0310919 | val_loss: 0.0311452 | Time: 1515.14 ms [2021-09-27 12:10:52 main:574] : INFO : Epoch 1822 | loss: 0.0310881 | val_loss: 0.0311431 | Time: 1505.47 ms [2021-09-27 12:10:53 main:574] : INFO : Epoch 1823 | loss: 0.031091 | val_loss: 0.031138 | Time: 1480.39 ms [2021-09-27 12:10:55 main:574] : INFO : Epoch 1824 | loss: 0.0310942 | val_loss: 0.0311373 | Time: 1514.98 ms [2021-09-27 12:10:56 main:574] : INFO : Epoch 1825 | loss: 0.0310933 | val_loss: 0.0311396 | Time: 1473.43 ms [2021-09-27 12:10:58 main:574] : INFO : Epoch 1826 | loss: 0.0310919 | val_loss: 0.0311341 | Time: 1487.15 ms [2021-09-27 12:10:59 main:574] : INFO : Epoch 1827 | loss: 0.0310923 | val_loss: 0.0311388 | Time: 1517.12 ms [2021-09-27 12:11:01 main:574] : INFO : Epoch 1828 | loss: 0.0310941 | val_loss: 0.0311343 | Time: 1536.92 ms [2021-09-27 12:11:02 main:574] : INFO : Epoch 1829 | loss: 0.0310932 | val_loss: 0.0311491 | Time: 1523.74 ms [2021-09-27 12:11:04 main:574] : INFO : Epoch 1830 | loss: 0.0310935 | val_loss: 0.031142 | Time: 1460.02 ms [2021-09-27 12:11:05 main:574] : INFO : Epoch 1831 | loss: 0.0310899 | val_loss: 0.0311506 | Time: 1513.34 ms [2021-09-27 12:11:07 main:574] : INFO : Epoch 1832 | loss: 0.0310927 | val_loss: 0.031142 | Time: 1477.42 ms [2021-09-27 12:11:08 main:574] : INFO : Epoch 1833 | loss: 0.0310916 | val_loss: 0.0311503 | Time: 1468.37 ms [2021-09-27 12:11:10 main:574] : INFO : Epoch 1834 | loss: 0.0310902 | val_loss: 0.0311432 | Time: 1480.99 ms [2021-09-27 12:11:11 main:574] : INFO : Epoch 1835 | loss: 0.0310919 | val_loss: 0.0311526 | Time: 1515.31 ms [2021-09-27 12:11:13 main:574] : INFO : Epoch 1836 | loss: 0.0310908 | val_loss: 0.0311427 | Time: 1484.69 ms [2021-09-27 12:11:14 main:574] : INFO : Epoch 1837 | loss: 0.0310904 | val_loss: 0.0311402 | Time: 1498.61 ms [2021-09-27 12:11:16 main:574] : INFO : Epoch 1838 | loss: 0.0310897 | val_loss: 0.0311412 | Time: 1516.62 ms [2021-09-27 12:11:17 main:574] : INFO : Epoch 1839 | loss: 0.0310921 | val_loss: 0.0311375 | Time: 1498.42 ms [2021-09-27 12:11:19 main:574] : INFO : Epoch 1840 | loss: 0.0310894 | val_loss: 0.0311408 | Time: 1523.96 ms [2021-09-27 12:11:20 main:574] : INFO : Epoch 1841 | loss: 0.0310874 | val_loss: 0.031147 | Time: 1501.75 ms [2021-09-27 12:11:22 main:574] : INFO : Epoch 1842 | loss: 0.0310963 | val_loss: 0.0311494 | Time: 1509.55 ms [2021-09-27 12:11:23 main:574] : INFO : Epoch 1843 | loss: 0.0310988 | val_loss: 0.0311405 | Time: 1476 ms [2021-09-27 12:11:25 main:574] : INFO : Epoch 1844 | loss: 0.0310947 | val_loss: 0.0311449 | Time: 1473.95 ms [2021-09-27 12:11:26 main:574] : INFO : Epoch 1845 | loss: 0.0310929 | val_loss: 0.0311478 | Time: 1518.95 ms [2021-09-27 12:11:28 main:574] : INFO : Epoch 1846 | loss: 0.0310964 | val_loss: 0.0311458 | Time: 1613.48 ms [2021-09-27 12:11:30 main:574] : INFO : Epoch 1847 | loss: 0.0310875 | val_loss: 0.0311538 | Time: 1593.34 ms [2021-09-27 12:11:31 main:574] : INFO : Epoch 1848 | loss: 0.0310892 | val_loss: 0.0311514 | Time: 1600.67 ms [2021-09-27 12:11:33 main:574] : INFO : Epoch 1849 | loss: 0.0310861 | val_loss: 0.0311584 | Time: 1569.06 ms [2021-09-27 12:11:35 main:574] : INFO : Epoch 1850 | loss: 0.0310919 | val_loss: 0.0311437 | Time: 1596.06 ms [2021-09-27 12:11:36 main:574] : INFO : Epoch 1851 | loss: 0.0310903 | val_loss: 0.0311455 | Time: 1586.25 ms [2021-09-27 12:11:38 main:574] : INFO : Epoch 1852 | loss: 0.0310875 | val_loss: 0.031148 | Time: 1565.21 ms [2021-09-27 12:11:39 main:574] : INFO : Epoch 1853 | loss: 0.0310901 | val_loss: 0.0311484 | Time: 1585.46 ms [2021-09-27 12:11:41 main:574] : INFO : Epoch 1854 | loss: 0.0310914 | val_loss: 0.0311418 | Time: 1582.93 ms [2021-09-27 12:11:42 main:574] : INFO : Epoch 1855 | loss: 0.0310901 | val_loss: 0.0311489 | Time: 1614.31 ms [2021-09-27 12:11:44 main:574] : INFO : Epoch 1856 | loss: 0.0310888 | val_loss: 0.0311395 | Time: 1600.96 ms [2021-09-27 12:11:46 main:574] : INFO : Epoch 1857 | loss: 0.0310862 | val_loss: 0.0311557 | Time: 1592.51 ms [2021-09-27 12:11:47 main:574] : INFO : Epoch 1858 | loss: 0.0310871 | val_loss: 0.0311377 | Time: 1597.29 ms [2021-09-27 12:11:49 main:574] : INFO : Epoch 1859 | loss: 0.031088 | val_loss: 0.0311363 | Time: 1596.61 ms [2021-09-27 12:11:50 main:574] : INFO : Epoch 1860 | loss: 0.0310888 | val_loss: 0.0311423 | Time: 1580.15 ms [2021-09-27 12:11:52 main:574] : INFO : Epoch 1861 | loss: 0.0311016 | val_loss: 0.0311424 | Time: 1581.7 ms [2021-09-27 12:11:54 main:574] : INFO : Epoch 1862 | loss: 0.031097 | val_loss: 0.0311364 | Time: 1588.83 ms [2021-09-27 12:11:55 main:574] : INFO : Epoch 1863 | loss: 0.0310994 | val_loss: 0.0311385 | Time: 1573.58 ms [2021-09-27 12:11:57 main:574] : INFO : Epoch 1864 | loss: 0.0311056 | val_loss: 0.031139 | Time: 1592.91 ms [2021-09-27 12:11:58 main:574] : INFO : Epoch 1865 | loss: 0.0311213 | val_loss: 0.0311472 | Time: 1602.71 ms [2021-09-27 12:12:00 main:574] : INFO : Epoch 1866 | loss: 0.031124 | val_loss: 0.0311493 | Time: 1607.09 ms [2021-09-27 12:12:02 main:574] : INFO : Epoch 1867 | loss: 0.03112 | val_loss: 0.0311379 | Time: 1602.11 ms [2021-09-27 12:12:03 main:574] : INFO : Epoch 1868 | loss: 0.0311177 | val_loss: 0.0311345 | Time: 1596.05 ms [2021-09-27 12:12:05 main:574] : INFO : Epoch 1869 | loss: 0.0311138 | val_loss: 0.0311404 | Time: 1584.69 ms [2021-09-27 12:12:06 main:574] : INFO : Epoch 1870 | loss: 0.0311072 | val_loss: 0.0311391 | Time: 1597.44 ms [2021-09-27 12:12:08 main:574] : INFO : Epoch 1871 | loss: 0.0311056 | val_loss: 0.0311381 | Time: 1578.25 ms [2021-09-27 12:12:10 main:574] : INFO : Epoch 1872 | loss: 0.0311053 | val_loss: 0.0311427 | Time: 1585.55 ms [2021-09-27 12:12:11 main:574] : INFO : Epoch 1873 | loss: 0.0311045 | val_loss: 0.0311413 | Time: 1581.73 ms [2021-09-27 12:12:13 main:574] : INFO : Epoch 1874 | loss: 0.0311017 | val_loss: 0.0311419 | Time: 1607.83 ms [2021-09-27 12:12:14 main:574] : INFO : Epoch 1875 | loss: 0.0311008 | val_loss: 0.0311375 | Time: 1605.15 ms [2021-09-27 12:12:16 main:574] : INFO : Epoch 1876 | loss: 0.0311009 | val_loss: 0.0311392 | Time: 1604.24 ms [2021-09-27 12:12:18 main:574] : INFO : Epoch 1877 | loss: 0.0311079 | val_loss: 0.0311388 | Time: 1603.02 ms [2021-09-27 12:12:19 main:574] : INFO : Epoch 1878 | loss: 0.0311064 | val_loss: 0.0311427 | Time: 1581.19 ms [2021-09-27 12:12:21 main:574] : INFO : Epoch 1879 | loss: 0.0311036 | val_loss: 0.0311333 | Time: 1595.98 ms [2021-09-27 12:12:22 main:574] : INFO : Epoch 1880 | loss: 0.0311003 | val_loss: 0.03114 | Time: 1588.83 ms [2021-09-27 12:12:24 main:574] : INFO : Epoch 1881 | loss: 0.0311058 | val_loss: 0.0311439 | Time: 1594.16 ms [2021-09-27 12:12:26 main:574] : INFO : Epoch 1882 | loss: 0.0311041 | val_loss: 0.0311404 | Time: 1588.89 ms [2021-09-27 12:12:27 main:574] : INFO : Epoch 1883 | loss: 0.0311014 | val_loss: 0.031151 | Time: 1578.97 ms [2021-09-27 12:12:29 main:574] : INFO : Epoch 1884 | loss: 0.0311001 | val_loss: 0.0311424 | Time: 1573.56 ms [2021-09-27 12:12:30 main:574] : INFO : Epoch 1885 | loss: 0.0310972 | val_loss: 0.031138 | Time: 1568.55 ms [2021-09-27 12:12:32 main:574] : INFO : Epoch 1886 | loss: 0.0310946 | val_loss: 0.0311445 | Time: 1599.17 ms [2021-09-27 12:12:34 main:574] : INFO : Epoch 1887 | loss: 0.0310985 | val_loss: 0.0311343 | Time: 1604.21 ms [2021-09-27 12:12:35 main:574] : INFO : Epoch 1888 | loss: 0.0310956 | val_loss: 0.0311478 | Time: 1606.11 ms [2021-09-27 12:12:37 main:574] : INFO : Epoch 1889 | loss: 0.0310992 | val_loss: 0.0311404 | Time: 1604.19 ms [2021-09-27 12:12:38 main:574] : INFO : Epoch 1890 | loss: 0.031099 | val_loss: 0.0311369 | Time: 1561.76 ms [2021-09-27 12:12:40 main:574] : INFO : Epoch 1891 | loss: 0.0310958 | val_loss: 0.0311382 | Time: 1584.46 ms [2021-09-27 12:12:42 main:574] : INFO : Epoch 1892 | loss: 0.0310944 | val_loss: 0.031146 | Time: 1608.94 ms [2021-09-27 12:12:43 main:574] : INFO : Epoch 1893 | loss: 0.0310969 | val_loss: 0.0311374 | Time: 1571.29 ms [2021-09-27 12:12:45 main:574] : INFO : Epoch 1894 | loss: 0.0310914 | val_loss: 0.0311426 | Time: 1591.74 ms [2021-09-27 12:12:46 main:574] : INFO : Epoch 1895 | loss: 0.0310905 | val_loss: 0.0311398 | Time: 1576.43 ms [2021-09-27 12:12:48 main:574] : INFO : Epoch 1896 | loss: 0.0310915 | val_loss: 0.0311409 | Time: 1606.23 ms [2021-09-27 12:12:50 main:574] : INFO : Epoch 1897 | loss: 0.0310975 | val_loss: 0.0311383 | Time: 1579.18 ms [2021-09-27 12:12:51 main:574] : INFO : Epoch 1898 | loss: 0.0310969 | val_loss: 0.0311399 | Time: 1571.62 ms [2021-09-27 12:12:53 main:574] : INFO : Epoch 1899 | loss: 0.0310969 | val_loss: 0.0311438 | Time: 1584.21 ms [2021-09-27 12:12:54 main:574] : INFO : Epoch 1900 | loss: 0.0310984 | val_loss: 0.0311391 | Time: 1581.14 ms [2021-09-27 12:12:56 main:574] : INFO : Epoch 1901 | loss: 0.0311014 | val_loss: 0.0311393 | Time: 1570.09 ms [2021-09-27 12:12:57 main:574] : INFO : Epoch 1902 | loss: 0.0311031 | val_loss: 0.0311377 | Time: 1561.06 ms [2021-09-27 12:12:59 main:574] : INFO : Epoch 1903 | loss: 0.0311039 | val_loss: 0.0311396 | Time: 1569.52 ms [2021-09-27 12:13:01 main:574] : INFO : Epoch 1904 | loss: 0.0311055 | val_loss: 0.0311339 | Time: 1616.4 ms [2021-09-27 12:13:02 main:574] : INFO : Epoch 1905 | loss: 0.0311188 | val_loss: 0.031144 | Time: 1605.38 ms [2021-09-27 12:13:04 main:574] : INFO : Epoch 1906 | loss: 0.0311163 | val_loss: 0.0311374 | Time: 1586.84 ms [2021-09-27 12:13:05 main:574] : INFO : Epoch 1907 | loss: 0.0311111 | val_loss: 0.0311408 | Time: 1575.41 ms [2021-09-27 12:13:07 main:574] : INFO : Epoch 1908 | loss: 0.0311075 | val_loss: 0.0311411 | Time: 1612.06 ms [2021-09-27 12:13:09 main:574] : INFO : Epoch 1909 | loss: 0.031104 | val_loss: 0.0311431 | Time: 1579.18 ms [2021-09-27 12:13:10 main:574] : INFO : Epoch 1910 | loss: 0.0311049 | val_loss: 0.0311359 | Time: 1595.54 ms [2021-09-27 12:13:12 main:574] : INFO : Epoch 1911 | loss: 0.031107 | val_loss: 0.0311424 | Time: 1612.19 ms [2021-09-27 12:13:13 main:574] : INFO : Epoch 1912 | loss: 0.0311105 | val_loss: 0.0311383 | Time: 1568.52 ms [2021-09-27 12:13:15 main:574] : INFO : Epoch 1913 | loss: 0.0311075 | val_loss: 0.0311352 | Time: 1580.95 ms [2021-09-27 12:13:17 main:574] : INFO : Epoch 1914 | loss: 0.0311048 | val_loss: 0.031146 | Time: 1556.67 ms [2021-09-27 12:13:18 main:574] : INFO : Epoch 1915 | loss: 0.0311041 | val_loss: 0.0311485 | Time: 1580.05 ms [2021-09-27 12:13:20 main:574] : INFO : Epoch 1916 | loss: 0.0311031 | val_loss: 0.0311511 | Time: 1576.45 ms [2021-09-27 12:13:21 main:574] : INFO : Epoch 1917 | loss: 0.0311008 | val_loss: 0.0311421 | Time: 1597.57 ms [2021-09-27 12:13:23 main:574] : INFO : Epoch 1918 | loss: 0.0310983 | val_loss: 0.0311434 | Time: 1590.37 ms [2021-09-27 12:13:25 main:574] : INFO : Epoch 1919 | loss: 0.0310969 | val_loss: 0.0311513 | Time: 1578.49 ms [2021-09-27 12:13:26 main:574] : INFO : Epoch 1920 | loss: 0.0310976 | val_loss: 0.031153 | Time: 1606.81 ms [2021-09-27 12:13:28 main:574] : INFO : Epoch 1921 | loss: 0.0311016 | val_loss: 0.0311474 | Time: 1609.15 ms [2021-09-27 12:13:29 main:574] : INFO : Epoch 1922 | loss: 0.0310981 | val_loss: 0.0311447 | Time: 1568.7 ms [2021-09-27 12:13:31 main:574] : INFO : Epoch 1923 | loss: 0.0310938 | val_loss: 0.0311506 | Time: 1575.38 ms [2021-09-27 12:13:33 main:574] : INFO : Epoch 1924 | loss: 0.0310917 | val_loss: 0.0311403 | Time: 1605.19 ms [2021-09-27 12:13:34 main:574] : INFO : Epoch 1925 | loss: 0.0310924 | val_loss: 0.0311501 | Time: 1592.63 ms [2021-09-27 12:13:36 main:574] : INFO : Epoch 1926 | loss: 0.0310926 | val_loss: 0.0311454 | Time: 1601.62 ms [2021-09-27 12:13:37 main:574] : INFO : Epoch 1927 | loss: 0.0310933 | val_loss: 0.0311514 | Time: 1590.75 ms [2021-09-27 12:13:39 main:574] : INFO : Epoch 1928 | loss: 0.0310922 | val_loss: 0.0311355 | Time: 1589.3 ms [2021-09-27 12:13:41 main:574] : INFO : Epoch 1929 | loss: 0.0310957 | val_loss: 0.0311409 | Time: 1565.68 ms [2021-09-27 12:13:42 main:574] : INFO : Epoch 1930 | loss: 0.0311048 | val_loss: 0.031151 | Time: 1581.29 ms [2021-09-27 12:13:44 main:574] : INFO : Epoch 1931 | loss: 0.0310999 | val_loss: 0.031139 | Time: 1594.67 ms [2021-09-27 12:13:45 main:574] : INFO : Epoch 1932 | loss: 0.0310964 | val_loss: 0.0311354 | Time: 1603.95 ms [2021-09-27 12:13:47 main:574] : INFO : Epoch 1933 | loss: 0.0310968 | val_loss: 0.031147 | Time: 1597.14 ms [2021-09-27 12:13:49 main:574] : INFO : Epoch 1934 | loss: 0.0310971 | val_loss: 0.0311368 | Time: 1606.95 ms [2021-09-27 12:13:50 main:574] : INFO : Epoch 1935 | loss: 0.0310986 | val_loss: 0.0311342 | Time: 1602.93 ms [2021-09-27 12:13:52 main:574] : INFO : Epoch 1936 | loss: 0.0310971 | val_loss: 0.031134 | Time: 1602.58 ms [2021-09-27 12:13:53 main:574] : INFO : Epoch 1937 | loss: 0.0310975 | val_loss: 0.0311531 | Time: 1607.14 ms [2021-09-27 12:13:55 main:574] : INFO : Epoch 1938 | loss: 0.031099 | val_loss: 0.0311466 | Time: 1590.24 ms [2021-09-27 12:13:57 main:574] : INFO : Epoch 1939 | loss: 0.0310981 | val_loss: 0.0311361 | Time: 1590.11 ms [2021-09-27 12:13:58 main:574] : INFO : Epoch 1940 | loss: 0.0310963 | val_loss: 0.0311351 | Time: 1585.09 ms [2021-09-27 12:14:00 main:574] : INFO : Epoch 1941 | loss: 0.0310936 | val_loss: 0.0311403 | Time: 1583.78 ms [2021-09-27 12:14:01 main:574] : INFO : Epoch 1942 | loss: 0.0310906 | val_loss: 0.0311381 | Time: 1574.03 ms [2021-09-27 12:14:03 main:574] : INFO : Epoch 1943 | loss: 0.0310911 | val_loss: 0.0311351 | Time: 1578.74 ms [2021-09-27 12:14:05 main:574] : INFO : Epoch 1944 | loss: 0.0310904 | val_loss: 0.0311383 | Time: 1596.28 ms [2021-09-27 12:14:06 main:574] : INFO : Epoch 1945 | loss: 0.0310881 | val_loss: 0.0311432 | Time: 1603.59 ms [2021-09-27 12:14:08 main:574] : INFO : Epoch 1946 | loss: 0.031087 | val_loss: 0.0311472 | Time: 1584.99 ms [2021-09-27 12:14:09 main:574] : INFO : Epoch 1947 | loss: 0.0310877 | val_loss: 0.0311516 | Time: 1601.07 ms [2021-09-27 12:14:11 main:574] : INFO : Epoch 1948 | loss: 0.0310905 | val_loss: 0.0311408 | Time: 1590.22 ms [2021-09-27 12:14:13 main:574] : INFO : Epoch 1949 | loss: 0.0310938 | val_loss: 0.0311454 | Time: 1582.82 ms [2021-09-27 12:14:14 main:574] : INFO : Epoch 1950 | loss: 0.0310984 | val_loss: 0.0311405 | Time: 1585.01 ms [2021-09-27 12:14:16 main:574] : INFO : Epoch 1951 | loss: 0.0310944 | val_loss: 0.0311394 | Time: 1587.88 ms [2021-09-27 12:14:17 main:574] : INFO : Epoch 1952 | loss: 0.0310938 | val_loss: 0.0311408 | Time: 1610.1 ms [2021-09-27 12:14:19 main:574] : INFO : Epoch 1953 | loss: 0.0310915 | val_loss: 0.0311489 | Time: 1569.81 ms [2021-09-27 12:14:20 main:574] : INFO : Epoch 1954 | loss: 0.0310898 | val_loss: 0.0311423 | Time: 1592.23 ms [2021-09-27 12:14:22 main:574] : INFO : Epoch 1955 | loss: 0.0310941 | val_loss: 0.0311382 | Time: 1594.04 ms [2021-09-27 12:14:24 main:574] : INFO : Epoch 1956 | loss: 0.0310907 | val_loss: 0.0311391 | Time: 1588.32 ms [2021-09-27 12:14:25 main:574] : INFO : Epoch 1957 | loss: 0.031093 | val_loss: 0.0311394 | Time: 1581.99 ms [2021-09-27 12:14:27 main:574] : INFO : Epoch 1958 | loss: 0.0310922 | val_loss: 0.0311386 | Time: 1595.29 ms [2021-09-27 12:14:28 main:574] : INFO : Epoch 1959 | loss: 0.0310904 | val_loss: 0.0311396 | Time: 1583.6 ms [2021-09-27 12:14:30 main:574] : INFO : Epoch 1960 | loss: 0.0310967 | val_loss: 0.0311418 | Time: 1588.98 ms [2021-09-27 12:14:32 main:574] : INFO : Epoch 1961 | loss: 0.0310967 | val_loss: 0.0311544 | Time: 1575.26 ms [2021-09-27 12:14:33 main:574] : INFO : Epoch 1962 | loss: 0.0311002 | val_loss: 0.0311443 | Time: 1591.43 ms [2021-09-27 12:14:35 main:574] : INFO : Epoch 1963 | loss: 0.0311014 | val_loss: 0.0311484 | Time: 1610.02 ms [2021-09-27 12:14:36 main:574] : INFO : Epoch 1964 | loss: 0.0311074 | val_loss: 0.0311503 | Time: 1612.77 ms [2021-09-27 12:14:38 main:574] : INFO : Epoch 1965 | loss: 0.031101 | val_loss: 0.0311471 | Time: 1601.08 ms [2021-09-27 12:14:40 main:574] : INFO : Epoch 1966 | loss: 0.0310942 | val_loss: 0.0311443 | Time: 1561.02 ms [2021-09-27 12:14:41 main:574] : INFO : Epoch 1967 | loss: 0.031091 | val_loss: 0.0311554 | Time: 1586.58 ms [2021-09-27 12:14:43 main:574] : INFO : Epoch 1968 | loss: 0.0310948 | val_loss: 0.0311342 | Time: 1587.5 ms [2021-09-27 12:14:44 main:574] : INFO : Epoch 1969 | loss: 0.0310975 | val_loss: 0.0311494 | Time: 1565.35 ms [2021-09-27 12:14:46 main:574] : INFO : Epoch 1970 | loss: 0.0310987 | val_loss: 0.0311399 | Time: 1586.14 ms [2021-09-27 12:14:48 main:574] : INFO : Epoch 1971 | loss: 0.0310936 | val_loss: 0.0311373 | Time: 1568.63 ms [2021-09-27 12:14:49 main:574] : INFO : Epoch 1972 | loss: 0.0310901 | val_loss: 0.0311396 | Time: 1584.42 ms [2021-09-27 12:14:51 main:574] : INFO : Epoch 1973 | loss: 0.0310916 | val_loss: 0.0311556 | Time: 1589.32 ms [2021-09-27 12:14:52 main:574] : INFO : Epoch 1974 | loss: 0.0310891 | val_loss: 0.0311432 | Time: 1564.37 ms [2021-09-27 12:14:54 main:574] : INFO : Epoch 1975 | loss: 0.0310941 | val_loss: 0.0311364 | Time: 1604.14 ms [2021-09-27 12:14:56 main:574] : INFO : Epoch 1976 | loss: 0.0310953 | val_loss: 0.0311384 | Time: 1588.65 ms [2021-09-27 12:14:57 main:574] : INFO : Epoch 1977 | loss: 0.0310974 | val_loss: 0.0311406 | Time: 1569.71 ms [2021-09-27 12:14:59 main:574] : INFO : Epoch 1978 | loss: 0.0310926 | val_loss: 0.0311365 | Time: 1593 ms [2021-09-27 12:15:00 main:574] : INFO : Epoch 1979 | loss: 0.0310949 | val_loss: 0.0311431 | Time: 1582.41 ms [2021-09-27 12:15:02 main:574] : INFO : Epoch 1980 | loss: 0.0310927 | val_loss: 0.0311441 | Time: 1618.74 ms [2021-09-27 12:15:04 main:574] : INFO : Epoch 1981 | loss: 0.0310908 | val_loss: 0.0311482 | Time: 1611.72 ms [2021-09-27 12:15:05 main:574] : INFO : Epoch 1982 | loss: 0.0310938 | val_loss: 0.0311365 | Time: 1592.06 ms [2021-09-27 12:15:07 main:574] : INFO : Epoch 1983 | loss: 0.031104 | val_loss: 0.0311426 | Time: 1583.63 ms [2021-09-27 12:15:08 main:574] : INFO : Epoch 1984 | loss: 0.0311021 | val_loss: 0.0311419 | Time: 1576.33 ms [2021-09-27 12:15:10 main:574] : INFO : Epoch 1985 | loss: 0.0310932 | val_loss: 0.0311458 | Time: 1590.59 ms [2021-09-27 12:15:12 main:574] : INFO : Epoch 1986 | loss: 0.0310954 | val_loss: 0.0311363 | Time: 1599.79 ms [2021-09-27 12:15:13 main:574] : INFO : Epoch 1987 | loss: 0.0310949 | val_loss: 0.0311403 | Time: 1601.38 ms [2021-09-27 12:15:15 main:574] : INFO : Epoch 1988 | loss: 0.0310918 | val_loss: 0.0311398 | Time: 1593.7 ms [2021-09-27 12:15:16 main:574] : INFO : Epoch 1989 | loss: 0.031089 | val_loss: 0.0311428 | Time: 1582.26 ms [2021-09-27 12:15:18 main:574] : INFO : Epoch 1990 | loss: 0.0310905 | val_loss: 0.0311451 | Time: 1554.99 ms [2021-09-27 12:15:19 main:574] : INFO : Epoch 1991 | loss: 0.0311028 | val_loss: 0.0311362 | Time: 1581.04 ms [2021-09-27 12:15:21 main:574] : INFO : Epoch 1992 | loss: 0.0310979 | val_loss: 0.0311441 | Time: 1612.21 ms [2021-09-27 12:15:23 main:574] : INFO : Epoch 1993 | loss: 0.0310973 | val_loss: 0.0311615 | Time: 1543.19 ms [2021-09-27 12:15:24 main:574] : INFO : Epoch 1994 | loss: 0.0311007 | val_loss: 0.0311392 | Time: 1603.48 ms [2021-09-27 12:15:26 main:574] : INFO : Epoch 1995 | loss: 0.0310986 | val_loss: 0.0311412 | Time: 1575.54 ms [2021-09-27 12:15:27 main:574] : INFO : Epoch 1996 | loss: 0.0310969 | val_loss: 0.0311532 | Time: 1573.16 ms [2021-09-27 12:15:29 main:574] : INFO : Epoch 1997 | loss: 0.0310948 | val_loss: 0.031147 | Time: 1579.9 ms [2021-09-27 12:15:31 main:574] : INFO : Epoch 1998 | loss: 0.0310987 | val_loss: 0.0311412 | Time: 1558.37 ms [2021-09-27 12:15:32 main:574] : INFO : Epoch 1999 | loss: 0.0310963 | val_loss: 0.0311356 | Time: 1587.34 ms [2021-09-27 12:15:34 main:574] : INFO : Epoch 2000 | loss: 0.0311001 | val_loss: 0.0311341 | Time: 1593.8 ms [2021-09-27 12:15:35 main:574] : INFO : Epoch 2001 | loss: 0.0311097 | val_loss: 0.0311426 | Time: 1565.6 ms [2021-09-27 12:15:37 main:574] : INFO : Epoch 2002 | loss: 0.0311052 | val_loss: 0.0311375 | Time: 1599.18 ms [2021-09-27 12:15:39 main:574] : INFO : Epoch 2003 | loss: 0.0310998 | val_loss: 0.0311504 | Time: 1584.22 ms [2021-09-27 12:15:40 main:574] : INFO : Epoch 2004 | loss: 0.0311051 | val_loss: 0.0311313 | Time: 1578.02 ms [2021-09-27 12:15:42 main:574] : INFO : Epoch 2005 | loss: 0.0311161 | val_loss: 0.0311435 | Time: 1595.09 ms [2021-09-27 12:15:43 main:574] : INFO : Epoch 2006 | loss: 0.0311142 | val_loss: 0.0311338 | Time: 1575.53 ms [2021-09-27 12:15:45 main:574] : INFO : Epoch 2007 | loss: 0.0311073 | val_loss: 0.0311409 | Time: 1607.64 ms [2021-09-27 12:15:46 main:574] : INFO : Epoch 2008 | loss: 0.0311054 | val_loss: 0.0311427 | Time: 1575.23 ms [2021-09-27 12:15:48 main:574] : INFO : Epoch 2009 | loss: 0.0311076 | val_loss: 0.0311317 | Time: 1585.39 ms [2021-09-27 12:15:50 main:574] : INFO : Epoch 2010 | loss: 0.0311013 | val_loss: 0.0311326 | Time: 1593.21 ms [2021-09-27 12:15:51 main:574] : INFO : Epoch 2011 | loss: 0.0310991 | val_loss: 0.0311369 | Time: 1591.91 ms [2021-09-27 12:15:53 main:574] : INFO : Epoch 2012 | loss: 0.0310998 | val_loss: 0.0311334 | Time: 1578.07 ms [2021-09-27 12:15:54 main:574] : INFO : Epoch 2013 | loss: 0.0311147 | val_loss: 0.0311367 | Time: 1591.14 ms [2021-09-27 12:15:56 main:574] : INFO : Epoch 2014 | loss: 0.0311156 | val_loss: 0.0311348 | Time: 1607.99 ms [2021-09-27 12:15:58 main:574] : INFO : Epoch 2015 | loss: 0.0311136 | val_loss: 0.0311338 | Time: 1580.79 ms [2021-09-27 12:15:59 main:574] : INFO : Epoch 2016 | loss: 0.0311089 | val_loss: 0.031135 | Time: 1592.32 ms [2021-09-27 12:16:01 main:574] : INFO : Epoch 2017 | loss: 0.0311081 | val_loss: 0.0311391 | Time: 1588.68 ms [2021-09-27 12:16:02 main:574] : INFO : Epoch 2018 | loss: 0.0311074 | val_loss: 0.0311386 | Time: 1578.09 ms [2021-09-27 12:16:04 main:574] : INFO : Epoch 2019 | loss: 0.0311049 | val_loss: 0.0311331 | Time: 1561.36 ms [2021-09-27 12:16:06 main:574] : INFO : Epoch 2020 | loss: 0.0311027 | val_loss: 0.0311318 | Time: 1611.74 ms [2021-09-27 12:16:07 main:574] : INFO : Epoch 2021 | loss: 0.0311028 | val_loss: 0.0311424 | Time: 1590.79 ms [2021-09-27 12:16:09 main:574] : INFO : Epoch 2022 | loss: 0.031098 | val_loss: 0.0311312 | Time: 1591.05 ms [2021-09-27 12:16:10 main:574] : INFO : Epoch 2023 | loss: 0.0310969 | val_loss: 0.0311481 | Time: 1576.42 ms [2021-09-27 12:16:12 main:574] : INFO : Epoch 2024 | loss: 0.0310952 | val_loss: 0.031135 | Time: 1593.77 ms [2021-09-27 12:16:14 main:574] : INFO : Epoch 2025 | loss: 0.0310964 | val_loss: 0.0311358 | Time: 1592.22 ms [2021-09-27 12:16:15 main:574] : INFO : Epoch 2026 | loss: 0.0310951 | val_loss: 0.0311282 | Time: 1604.23 ms [2021-09-27 12:16:17 main:574] : INFO : Epoch 2027 | loss: 0.0310953 | val_loss: 0.0311367 | Time: 1604.43 ms [2021-09-27 12:16:18 main:574] : INFO : Epoch 2028 | loss: 0.0310936 | val_loss: 0.0311364 | Time: 1601.17 ms [2021-09-27 12:16:20 main:574] : INFO : Epoch 2029 | loss: 0.0310949 | val_loss: 0.0311411 | Time: 1601.54 ms [2021-09-27 12:16:22 main:574] : INFO : Epoch 2030 | loss: 0.0310923 | val_loss: 0.0311408 | Time: 1568.28 ms [2021-09-27 12:16:23 main:574] : INFO : Epoch 2031 | loss: 0.0310955 | val_loss: 0.0311311 | Time: 1578.01 ms [2021-09-27 12:16:25 main:574] : INFO : Epoch 2032 | loss: 0.0310977 | val_loss: 0.031155 | Time: 1599.55 ms [2021-09-27 12:16:26 main:574] : INFO : Epoch 2033 | loss: 0.0311016 | val_loss: 0.0311379 | Time: 1614.6 ms [2021-09-27 12:16:28 main:574] : INFO : Epoch 2034 | loss: 0.0310953 | val_loss: 0.0311384 | Time: 1588.03 ms [2021-09-27 12:16:30 main:574] : INFO : Epoch 2035 | loss: 0.0310923 | val_loss: 0.0311375 | Time: 1580.65 ms [2021-09-27 12:16:31 main:574] : INFO : Epoch 2036 | loss: 0.0310943 | val_loss: 0.0311355 | Time: 1601.77 ms [2021-09-27 12:16:33 main:574] : INFO : Epoch 2037 | loss: 0.0310967 | val_loss: 0.0311372 | Time: 1566 ms [2021-09-27 12:16:34 main:574] : INFO : Epoch 2038 | loss: 0.031094 | val_loss: 0.0311407 | Time: 1597.2 ms [2021-09-27 12:16:36 main:574] : INFO : Epoch 2039 | loss: 0.0310971 | val_loss: 0.0311394 | Time: 1607 ms [2021-09-27 12:16:38 main:574] : INFO : Epoch 2040 | loss: 0.0310962 | val_loss: 0.031141 | Time: 1567.18 ms [2021-09-27 12:16:39 main:574] : INFO : Epoch 2041 | loss: 0.0310997 | val_loss: 0.0311378 | Time: 1600.29 ms [2021-09-27 12:16:41 main:574] : INFO : Epoch 2042 | loss: 0.031098 | val_loss: 0.0311389 | Time: 1618.37 ms [2021-09-27 12:16:42 main:574] : INFO : Epoch 2043 | loss: 0.0310945 | val_loss: 0.0311375 | Time: 1580.49 ms [2021-09-27 12:16:44 main:574] : INFO : Epoch 2044 | loss: 0.0310952 | val_loss: 0.0311387 | Time: 1576.15 ms [2021-09-27 12:16:46 main:574] : INFO : Epoch 2045 | loss: 0.0310947 | val_loss: 0.0311442 | Time: 1587.16 ms [2021-09-27 12:16:47 main:574] : INFO : Epoch 2046 | loss: 0.0310934 | val_loss: 0.0311499 | Time: 1590.95 ms [2021-09-27 12:16:49 main:574] : INFO : Epoch 2047 | loss: 0.031091 | val_loss: 0.0311382 | Time: 1618.2 ms [2021-09-27 12:16:50 main:574] : INFO : Epoch 2048 | loss: 0.0310926 | val_loss: 0.031138 | Time: 1591.42 ms [2021-09-27 12:16:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031138 [2021-09-27 12:16:50 main:603] : INFO : Saving end state to config to file [2021-09-27 12:16:50 main:608] : INFO : Success, exiting.. 12:16:50 (8060): 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)