Task 7638643
| Name | ParityModified-1631729150-6294-3_0 |
| Workunit | 5292204 |
| Created | 27 Sep 2021, 7:01:24 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 16:25:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 51 min 2 sec |
| CPU time | 50 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311178 | val_loss: 0.0311529 | Time: 1493.79 ms
[2021-10-04 18:12:04 main:581] : INFO : Epoch 1539 | loss: 0.0311189 | val_loss: 0.0311488 | Time: 1492.49 ms
[2021-10-04 18:12:06 main:581] : INFO : Epoch 1540 | loss: 0.0311193 | val_loss: 0.0311532 | Time: 1464.03 ms
[2021-10-04 18:12:07 main:581] : INFO : Epoch 1541 | loss: 0.0311195 | val_loss: 0.0311443 | Time: 1424.67 ms
[2021-10-04 18:12:09 main:581] : INFO : Epoch 1542 | loss: 0.0311197 | val_loss: 0.0311508 | Time: 1459.42 ms
[2021-10-04 18:12:10 main:581] : INFO : Epoch 1543 | loss: 0.0311205 | val_loss: 0.0311419 | Time: 1523.13 ms
[2021-10-04 18:12:12 main:581] : INFO : Epoch 1544 | loss: 0.0311205 | val_loss: 0.0311496 | Time: 1449.22 ms
[2021-10-04 18:12:13 main:581] : INFO : Epoch 1545 | loss: 0.0311238 | val_loss: 0.0311473 | Time: 1485.06 ms
[2021-10-04 18:12:15 main:581] : INFO : Epoch 1546 | loss: 0.0311206 | val_loss: 0.0311458 | Time: 1474.47 ms
[2021-10-04 18:12:16 main:581] : INFO : Epoch 1547 | loss: 0.0311221 | val_loss: 0.0311481 | Time: 1493.25 ms
[2021-10-04 18:12:18 main:581] : INFO : Epoch 1548 | loss: 0.0311232 | val_loss: 0.0311493 | Time: 1527.83 ms
[2021-10-04 18:12:19 main:581] : INFO : Epoch 1549 | loss: 0.0311241 | val_loss: 0.0311486 | Time: 1478.78 ms
[2021-10-04 18:12:21 main:581] : INFO : Epoch 1550 | loss: 0.0311243 | val_loss: 0.0311466 | Time: 1428.15 ms
[2021-10-04 18:12:22 main:581] : INFO : Epoch 1551 | loss: 0.0311229 | val_loss: 0.0311454 | Time: 1426.46 ms
[2021-10-04 18:12:24 main:581] : INFO : Epoch 1552 | loss: 0.0311222 | val_loss: 0.031143 | Time: 1458.6 ms
[2021-10-04 18:12:25 main:581] : INFO : Epoch 1553 | loss: 0.0311218 | val_loss: 0.0311423 | Time: 1551.5 ms
[2021-10-04 18:12:27 main:581] : INFO : Epoch 1554 | loss: 0.031122 | val_loss: 0.0311431 | Time: 1504.2 ms
[2021-10-04 18:12:28 main:581] : INFO : Epoch 1555 | loss: 0.0311295 | val_loss: 0.0311535 | Time: 1426.54 ms
[2021-10-04 18:12:29 main:581] : INFO : Epoch 1556 | loss: 0.0311219 | val_loss: 0.0311433 | Time: 1499.35 ms
[2021-10-04 18:12:31 main:581] : INFO : Epoch 1557 | loss: 0.0311173 | val_loss: 0.0311493 | Time: 1562.69 ms
[2021-10-04 18:12:33 main:581] : INFO : Epoch 1558 | loss: 0.0311176 | val_loss: 0.0311495 | Time: 1480.84 ms
[2021-10-04 18:12:34 main:581] : INFO : Epoch 1559 | loss: 0.0311153 | val_loss: 0.0311456 | Time: 1508.08 ms
[2021-10-04 18:12:36 main:581] : INFO : Epoch 1560 | loss: 0.0311146 | val_loss: 0.0311444 | Time: 1556.55 ms
[2021-10-04 18:12:37 main:581] : INFO : Epoch 1561 | loss: 0.031114 | val_loss: 0.0311473 | Time: 1564.36 ms
[2021-10-04 18:12:39 main:581] : INFO : Epoch 1562 | loss: 0.0311146 | val_loss: 0.0311423 | Time: 1513.66 ms
[2021-10-04 18:12:40 main:581] : INFO : Epoch 1563 | loss: 0.0311124 | val_loss: 0.0311432 | Time: 1460.17 ms
[2021-10-04 18:12:42 main:581] : INFO : Epoch 1564 | loss: 0.031114 | val_loss: 0.0311528 | Time: 1520.24 ms
[2021-10-04 18:12:43 main:581] : INFO : Epoch 1565 | loss: 0.0311163 | val_loss: 0.0311509 | Time: 1523.58 ms
[2021-10-04 18:12:45 main:581] : INFO : Epoch 1566 | loss: 0.0311186 | val_loss: 0.0311441 | Time: 1424.9 ms
[2021-10-04 18:12:46 main:581] : INFO : Epoch 1567 | loss: 0.03112 | val_loss: 0.0311475 | Time: 1499.16 ms
[2021-10-04 18:12:48 main:581] : INFO : Epoch 1568 | loss: 0.031118 | val_loss: 0.0311473 | Time: 1428.39 ms
[2021-10-04 18:12:49 main:581] : INFO : Epoch 1569 | loss: 0.0311181 | val_loss: 0.031148 | Time: 1450.73 ms
[2021-10-04 18:12:50 main:581] : INFO : Epoch 1570 | loss: 0.0311156 | val_loss: 0.0311449 | Time: 1456.04 ms
[2021-10-04 18:12:52 main:581] : INFO : Epoch 1571 | loss: 0.031114 | val_loss: 0.0311515 | Time: 1482.96 ms
[2021-10-04 18:12:53 main:581] : INFO : Epoch 1572 | loss: 0.0311202 | val_loss: 0.0311506 | Time: 1426.61 ms
[2021-10-04 18:12:55 main:581] : INFO : Epoch 1573 | loss: 0.0311164 | val_loss: 0.0311473 | Time: 1427.68 ms
[2021-10-04 18:12:56 main:581] : INFO : Epoch 1574 | loss: 0.0311173 | val_loss: 0.0311587 | Time: 1474.2 ms
[2021-10-04 18:12:58 main:581] : INFO : Epoch 1575 | loss: 0.0311208 | val_loss: 0.0311447 | Time: 1533.61 ms
[2021-10-04 18:12:59 main:581] : INFO : Epoch 1576 | loss: 0.0311182 | val_loss: 0.0311429 | Time: 1507.69 ms
[2021-10-04 18:13:01 main:581] : INFO : Epoch 1577 | loss: 0.0311169 | val_loss: 0.0311527 | Time: 1440.98 ms
[2021-10-04 18:13:02 main:581] : INFO : Epoch 1578 | loss: 0.0311148 | val_loss: 0.0311465 | Time: 1450.82 ms
[2021-10-04 18:13:04 main:581] : INFO : Epoch 1579 | loss: 0.0311115 | val_loss: 0.0311472 | Time: 1479.72 ms
[2021-10-04 18:13:05 main:581] : INFO : Epoch 1580 | loss: 0.0311132 | val_loss: 0.0311447 | Time: 1523.54 ms
[2021-10-04 18:13:07 main:581] : INFO : Epoch 1581 | loss: 0.0311129 | val_loss: 0.0311462 | Time: 1572.58 ms
[2021-10-04 18:13:08 main:581] : INFO : Epoch 1582 | loss: 0.0311126 | val_loss: 0.0311447 | Time: 1564.69 ms
[2021-10-04 18:13:10 main:581] : INFO : Epoch 1583 | loss: 0.03111 | val_loss: 0.031154 | Time: 1502.2 ms
[2021-10-04 18:13:11 main:581] : INFO : Epoch 1584 | loss: 0.0311134 | val_loss: 0.0311547 | Time: 1557.72 ms
[2021-10-04 18:13:13 main:581] : INFO : Epoch 1585 | loss: 0.0311104 | val_loss: 0.0311459 | Time: 1532.76 ms
[2021-10-04 18:13:15 main:581] : INFO : Epoch 1586 | loss: 0.0311113 | val_loss: 0.031146 | Time: 1576.66 ms
[2021-10-04 18:13:16 main:581] : INFO : Epoch 1587 | loss: 0.031111 | val_loss: 0.0311495 | Time: 1438.4 ms
[2021-10-04 18:13:17 main:581] : INFO : Epoch 1588 | loss: 0.0311085 | val_loss: 0.0311487 | Time: 1445.22 ms
[2021-10-04 18:13:19 main:581] : INFO : Epoch 1589 | loss: 0.0311088 | val_loss: 0.0311514 | Time: 1534.95 ms
[2021-10-04 18:13:20 main:581] : INFO : Epoch 1590 | loss: 0.0311096 | val_loss: 0.0311512 | Time: 1483.04 ms
[2021-10-04 18:13:22 main:581] : INFO : Epoch 1591 | loss: 0.0311175 | val_loss: 0.031146 | Time: 1471.5 ms
[2021-10-04 18:13:23 main:581] : INFO : Epoch 1592 | loss: 0.0311182 | val_loss: 0.0311523 | Time: 1579.94 ms
[2021-10-04 18:13:25 main:581] : INFO : Epoch 1593 | loss: 0.0311157 | val_loss: 0.0311463 | Time: 1604.8 ms
[2021-10-04 18:13:27 main:581] : INFO : Epoch 1594 | loss: 0.0311146 | val_loss: 0.0311487 | Time: 1421.69 ms
[2021-10-04 18:13:28 main:581] : INFO : Epoch 1595 | loss: 0.0311132 | val_loss: 0.031152 | Time: 1580.58 ms
[2021-10-04 18:13:30 main:581] : INFO : Epoch 1596 | loss: 0.0311118 | val_loss: 0.0311516 | Time: 1421.08 ms
[2021-10-04 18:13:31 main:581] : INFO : Epoch 1597 | loss: 0.0311167 | val_loss: 0.0311536 | Time: 1538.78 ms
[2021-10-04 18:13:32 main:581] : INFO : Epoch 1598 | loss: 0.0311234 | val_loss: 0.0311507 | Time: 1422.16 ms
[2021-10-04 18:13:34 main:581] : INFO : Epoch 1599 | loss: 0.0311203 | val_loss: 0.0311511 | Time: 1454.89 ms
[2021-10-04 18:13:35 main:581] : INFO : Epoch 1600 | loss: 0.0311183 | val_loss: 0.0311507 | Time: 1575.7 ms
[2021-10-04 18:13:37 main:581] : INFO : Epoch 1601 | loss: 0.0311151 | val_loss: 0.0311493 | Time: 1537.01 ms
[2021-10-04 18:13:39 main:581] : INFO : Epoch 1602 | loss: 0.0311126 | val_loss: 0.0311497 | Time: 1482.77 ms
[2021-10-04 18:13:40 main:581] : INFO : Epoch 1603 | loss: 0.0311121 | val_loss: 0.0311635 | Time: 1488.7 ms
[2021-10-04 18:13:42 main:581] : INFO : Epoch 1604 | loss: 0.0311143 | val_loss: 0.0311473 | Time: 1569.63 ms
[2021-10-04 18:13:43 main:581] : INFO : Epoch 1605 | loss: 0.0311111 | val_loss: 0.0311497 | Time: 1444.13 ms
[2021-10-04 18:13:45 main:581] : INFO : Epoch 1606 | loss: 0.0311089 | val_loss: 0.0311552 | Time: 1538.81 ms
[2021-10-04 18:13:46 main:581] : INFO : Epoch 1607 | loss: 0.0311102 | val_loss: 0.0311487 | Time: 1451.83 ms
[2021-10-04 18:13:47 main:581] : INFO : Epoch 1608 | loss: 0.0311071 | val_loss: 0.0311514 | Time: 1474.47 ms
[2021-10-04 18:13:49 main:581] : INFO : Epoch 1609 | loss: 0.0311054 | val_loss: 0.0311524 | Time: 1454.44 ms
[2021-10-04 18:13:50 main:581] : INFO : Epoch 1610 | loss: 0.031107 | val_loss: 0.0311532 | Time: 1462.52 ms
[2021-10-04 18:13:52 main:581] : INFO : Epoch 1611 | loss: 0.0311058 | val_loss: 0.0311499 | Time: 1485.12 ms
[2021-10-04 18:13:53 main:581] : INFO : Epoch 1612 | loss: 0.031107 | val_loss: 0.0311476 | Time: 1470.95 ms
[2021-10-04 18:13:55 main:581] : INFO : Epoch 1613 | loss: 0.031108 | val_loss: 0.0311559 | Time: 1515.81 ms
[2021-10-04 18:13:56 main:581] : INFO : Epoch 1614 | loss: 0.0311056 | val_loss: 0.0311514 | Time: 1464.11 ms
[2021-10-04 18:13:58 main:581] : INFO : Epoch 1615 | loss: 0.0311057 | val_loss: 0.0311519 | Time: 1591.02 ms
[2021-10-04 18:13:59 main:581] : INFO : Epoch 1616 | loss: 0.0311065 | val_loss: 0.0311571 | Time: 1522.4 ms
[2021-10-04 18:14:01 main:581] : INFO : Epoch 1617 | loss: 0.031104 | val_loss: 0.0311511 | Time: 1519.68 ms
[2021-10-04 18:14:02 main:581] : INFO : Epoch 1618 | loss: 0.031102 | val_loss: 0.031156 | Time: 1420.33 ms
[2021-10-04 18:14:04 main:581] : INFO : Epoch 1619 | loss: 0.0311015 | val_loss: 0.0311547 | Time: 1423.67 ms
[2021-10-04 18:14:05 main:581] : INFO : Epoch 1620 | loss: 0.0311011 | val_loss: 0.0311533 | Time: 1487.19 ms
[2021-10-04 18:14:07 main:581] : INFO : Epoch 1621 | loss: 0.0311048 | val_loss: 0.0311586 | Time: 1486.05 ms
[2021-10-04 18:14:08 main:581] : INFO : Epoch 1622 | loss: 0.0311084 | val_loss: 0.0311501 | Time: 1448.23 ms
[2021-10-04 18:14:10 main:581] : INFO : Epoch 1623 | loss: 0.0311045 | val_loss: 0.0311577 | Time: 1495.36 ms
[2021-10-04 18:14:11 main:581] : INFO : Epoch 1624 | loss: 0.031103 | val_loss: 0.0311544 | Time: 1445.43 ms
[2021-10-04 18:14:13 main:581] : INFO : Epoch 1625 | loss: 0.0311041 | val_loss: 0.0311573 | Time: 1481.94 ms
[2021-10-04 18:14:14 main:581] : INFO : Epoch 1626 | loss: 0.0311041 | val_loss: 0.0311528 | Time: 1562.83 ms
[2021-10-04 18:14:16 main:581] : INFO : Epoch 1627 | loss: 0.0311055 | val_loss: 0.0311527 | Time: 1538.25 ms
[2021-10-04 18:14:17 main:581] : INFO : Epoch 1628 | loss: 0.0311079 | val_loss: 0.0311498 | Time: 1456.88 ms
[2021-10-04 18:14:19 main:581] : INFO : Epoch 1629 | loss: 0.0311078 | val_loss: 0.0311481 | Time: 1488.07 ms
[2021-10-04 18:14:20 main:581] : INFO : Epoch 1630 | loss: 0.031107 | val_loss: 0.0311477 | Time: 1477.7 ms
[2021-10-04 18:14:22 main:581] : INFO : Epoch 1631 | loss: 0.0311062 | val_loss: 0.0311461 | Time: 1490.25 ms
[2021-10-04 18:14:23 main:581] : INFO : Epoch 1632 | loss: 0.0311072 | val_loss: 0.0311546 | Time: 1480.85 ms
[2021-10-04 18:14:25 main:581] : INFO : Epoch 1633 | loss: 0.0311078 | val_loss: 0.0311542 | Time: 1491.19 ms
[2021-10-04 18:14:26 main:581] : INFO : Epoch 1634 | loss: 0.0311039 | val_loss: 0.0311516 | Time: 1480.7 ms
[2021-10-04 18:14:28 main:581] : INFO : Epoch 1635 | loss: 0.0311035 | val_loss: 0.0311556 | Time: 1470.52 ms
[2021-10-04 18:14:29 main:581] : INFO : Epoch 1636 | loss: 0.0311065 | val_loss: 0.0311492 | Time: 1440.86 ms
[2021-10-04 18:14:31 main:581] : INFO : Epoch 1637 | loss: 0.0311035 | val_loss: 0.0311495 | Time: 1475.07 ms
[2021-10-04 18:14:32 main:581] : INFO : Epoch 1638 | loss: 0.0311035 | val_loss: 0.031149 | Time: 1579.79 ms
[2021-10-04 18:14:34 main:581] : INFO : Epoch 1639 | loss: 0.0311031 | val_loss: 0.0311515 | Time: 1462.48 ms
[2021-10-04 18:14:35 main:581] : INFO : Epoch 1640 | loss: 0.0311012 | val_loss: 0.0311523 | Time: 1476.89 ms
[2021-10-04 18:14:37 main:581] : INFO : Epoch 1641 | loss: 0.0311055 | val_loss: 0.0311551 | Time: 1556.02 ms
[2021-10-04 18:14:38 main:581] : INFO : Epoch 1642 | loss: 0.0311102 | val_loss: 0.0311491 | Time: 1523.86 ms
[2021-10-04 18:14:40 main:581] : INFO : Epoch 1643 | loss: 0.0311201 | val_loss: 0.0311496 | Time: 1511.27 ms
[2021-10-04 18:14:41 main:581] : INFO : Epoch 1644 | loss: 0.0311125 | val_loss: 0.0311481 | Time: 1483.56 ms
[2021-10-04 18:14:43 main:581] : INFO : Epoch 1645 | loss: 0.0311106 | val_loss: 0.0311493 | Time: 1534.6 ms
[2021-10-04 18:14:44 main:581] : INFO : Epoch 1646 | loss: 0.0311102 | val_loss: 0.0311506 | Time: 1441.7 ms
[2021-10-04 18:14:46 main:581] : INFO : Epoch 1647 | loss: 0.0311105 | val_loss: 0.0311508 | Time: 1545.84 ms
[2021-10-04 18:14:47 main:581] : INFO : Epoch 1648 | loss: 0.0311062 | val_loss: 0.031144 | Time: 1561.83 ms
[2021-10-04 18:14:49 main:581] : INFO : Epoch 1649 | loss: 0.031103 | val_loss: 0.0311482 | Time: 1448.94 ms
[2021-10-04 18:14:50 main:581] : INFO : Epoch 1650 | loss: 0.0311041 | val_loss: 0.0311476 | Time: 1493.61 ms
[2021-10-04 18:14:52 main:581] : INFO : Epoch 1651 | loss: 0.0311053 | val_loss: 0.0311483 | Time: 1500.3 ms
[2021-10-04 18:14:53 main:581] : INFO : Epoch 1652 | loss: 0.0311046 | val_loss: 0.0311454 | Time: 1482.28 ms
[2021-10-04 18:14:55 main:581] : INFO : Epoch 1653 | loss: 0.0311025 | val_loss: 0.0311489 | Time: 1567.98 ms
[2021-10-04 18:14:56 main:581] : INFO : Epoch 1654 | loss: 0.0311091 | val_loss: 0.0311506 | Time: 1448.95 ms
[2021-10-04 18:14:58 main:581] : INFO : Epoch 1655 | loss: 0.0311119 | val_loss: 0.0311501 | Time: 1508.15 ms
[2021-10-04 18:14:59 main:581] : INFO : Epoch 1656 | loss: 0.03111 | val_loss: 0.0311488 | Time: 1590.47 ms
[2021-10-04 18:15:01 main:581] : INFO : Epoch 1657 | loss: 0.0311085 | val_loss: 0.0311463 | Time: 1444.92 ms
[2021-10-04 18:15:02 main:581] : INFO : Epoch 1658 | loss: 0.0311075 | val_loss: 0.0311484 | Time: 1509.42 ms
[2021-10-04 18:15:04 main:581] : INFO : Epoch 1659 | loss: 0.0311075 | val_loss: 0.0311557 | Time: 1553.13 ms
[2021-10-04 18:15:05 main:581] : INFO : Epoch 1660 | loss: 0.0311058 | val_loss: 0.0311459 | Time: 1594.82 ms
[2021-10-04 18:15:07 main:581] : INFO : Epoch 1661 | loss: 0.0311143 | val_loss: 0.0311499 | Time: 1558.57 ms
[2021-10-04 18:15:08 main:581] : INFO : Epoch 1662 | loss: 0.0311116 | val_loss: 0.0311467 | Time: 1421.05 ms
[2021-10-04 18:15:10 main:581] : INFO : Epoch 1663 | loss: 0.0311079 | val_loss: 0.0311447 | Time: 1456.71 ms
[2021-10-04 18:15:11 main:581] : INFO : Epoch 1664 | loss: 0.0311054 | val_loss: 0.0311448 | Time: 1573.46 ms
[2021-10-04 18:15:13 main:581] : INFO : Epoch 1665 | loss: 0.0311025 | val_loss: 0.0311432 | Time: 1594.03 ms
[2021-10-04 18:15:14 main:581] : INFO : Epoch 1666 | loss: 0.0311022 | val_loss: 0.031146 | Time: 1524.13 ms
[2021-10-04 18:15:16 main:581] : INFO : Epoch 1667 | loss: 0.0311024 | val_loss: 0.0311474 | Time: 1437.5 ms
[2021-10-04 18:15:17 main:581] : INFO : Epoch 1668 | loss: 0.0311055 | val_loss: 0.0311453 | Time: 1476.17 ms
[2021-10-04 18:15:19 main:581] : INFO : Epoch 1669 | loss: 0.0311028 | val_loss: 0.0311435 | Time: 1560.69 ms
[2021-10-04 18:15:21 main:581] : INFO : Epoch 1670 | loss: 0.031102 | val_loss: 0.0311439 | Time: 1559.33 ms
[2021-10-04 18:15:22 main:581] : INFO : Epoch 1671 | loss: 0.0311029 | val_loss: 0.0311493 | Time: 1561.95 ms
[2021-10-04 18:15:24 main:581] : INFO : Epoch 1672 | loss: 0.0311025 | val_loss: 0.0311503 | Time: 1542.84 ms
[2021-10-04 18:15:25 main:581] : INFO : Epoch 1673 | loss: 0.0311012 | val_loss: 0.03115 | Time: 1418.27 ms
[2021-10-04 18:15:27 main:581] : INFO : Epoch 1674 | loss: 0.0311011 | val_loss: 0.0311513 | Time: 1546.81 ms
[2021-10-04 18:15:28 main:581] : INFO : Epoch 1675 | loss: 0.0310992 | val_loss: 0.0311478 | Time: 1484.01 ms
[2021-10-04 18:15:30 main:581] : INFO : Epoch 1676 | loss: 0.0310973 | val_loss: 0.0311455 | Time: 1464.93 ms
[2021-10-04 18:15:31 main:581] : INFO : Epoch 1677 | loss: 0.0310977 | val_loss: 0.0311461 | Time: 1538.01 ms
[2021-10-04 18:15:33 main:581] : INFO : Epoch 1678 | loss: 0.0310995 | val_loss: 0.0311436 | Time: 1544.48 ms
[2021-10-04 18:15:34 main:581] : INFO : Epoch 1679 | loss: 0.0310988 | val_loss: 0.0311508 | Time: 1517.69 ms
[2021-10-04 18:15:36 main:581] : INFO : Epoch 1680 | loss: 0.0310989 | val_loss: 0.0311461 | Time: 1466.51 ms
[2021-10-04 18:15:37 main:581] : INFO : Epoch 1681 | loss: 0.0310992 | val_loss: 0.031146 | Time: 1552.67 ms
[2021-10-04 18:15:39 main:581] : INFO : Epoch 1682 | loss: 0.0311008 | val_loss: 0.0311465 | Time: 1476.32 ms
[2021-10-04 18:15:40 main:581] : INFO : Epoch 1683 | loss: 0.0311047 | val_loss: 0.0311455 | Time: 1448.79 ms
[2021-10-04 18:15:42 main:581] : INFO : Epoch 1684 | loss: 0.0311032 | val_loss: 0.0311484 | Time: 1483.68 ms
[2021-10-04 18:15:43 main:581] : INFO : Epoch 1685 | loss: 0.0311015 | val_loss: 0.0311511 | Time: 1497.09 ms
[2021-10-04 18:15:45 main:581] : INFO : Epoch 1686 | loss: 0.0311003 | val_loss: 0.0311512 | Time: 1547.95 ms
[2021-10-04 18:15:46 main:581] : INFO : Epoch 1687 | loss: 0.0311004 | val_loss: 0.0311561 | Time: 1480.68 ms
[2021-10-04 18:15:48 main:581] : INFO : Epoch 1688 | loss: 0.0311024 | val_loss: 0.0311504 | Time: 1570.99 ms
[2021-10-04 18:15:49 main:581] : INFO : Epoch 1689 | loss: 0.0311028 | val_loss: 0.0311479 | Time: 1502.35 ms
[2021-10-04 18:15:51 main:581] : INFO : Epoch 1690 | loss: 0.031098 | val_loss: 0.0311488 | Time: 1580.81 ms
[2021-10-04 18:15:52 main:581] : INFO : Epoch 1691 | loss: 0.0310961 | val_loss: 0.0311482 | Time: 1540.51 ms
[2021-10-04 18:15:54 main:581] : INFO : Epoch 1692 | loss: 0.0310948 | val_loss: 0.0311508 | Time: 1505.47 ms
[2021-10-04 18:15:55 main:581] : INFO : Epoch 1693 | loss: 0.0310946 | val_loss: 0.0311465 | Time: 1503.67 ms
[2021-10-04 18:15:57 main:581] : INFO : Epoch 1694 | loss: 0.0310954 | val_loss: 0.0311507 | Time: 1602.4 ms
[2021-10-04 18:15:58 main:581] : INFO : Epoch 1695 | loss: 0.0310984 | val_loss: 0.0311497 | Time: 1523.24 ms
[2021-10-04 18:16:00 main:581] : INFO : Epoch 1696 | loss: 0.031096 | val_loss: 0.0311502 | Time: 1586.18 ms
[2021-10-04 18:16:02 main:581] : INFO : Epoch 1697 | loss: 0.0310952 | val_loss: 0.0311493 | Time: 1544.47 ms
[2021-10-04 18:16:03 main:581] : INFO : Epoch 1698 | loss: 0.0310941 | val_loss: 0.0311479 | Time: 1585.44 ms
[2021-10-04 18:16:05 main:581] : INFO : Epoch 1699 | loss: 0.0310942 | val_loss: 0.0311508 | Time: 1532.22 ms
[2021-10-04 18:16:06 main:581] : INFO : Epoch 1700 | loss: 0.031097 | val_loss: 0.031158 | Time: 1499.72 ms
[2021-10-04 18:16:08 main:581] : INFO : Epoch 1701 | loss: 0.0310971 | val_loss: 0.0311467 | Time: 1518.94 ms
[2021-10-04 18:16:09 main:581] : INFO : Epoch 1702 | loss: 0.0310971 | val_loss: 0.0311473 | Time: 1456.38 ms
[2021-10-04 18:16:11 main:581] : INFO : Epoch 1703 | loss: 0.0310931 | val_loss: 0.0311511 | Time: 1457.76 ms
[2021-10-04 18:16:12 main:581] : INFO : Epoch 1704 | loss: 0.0310931 | val_loss: 0.0311517 | Time: 1540.33 ms
[2021-10-04 18:16:14 main:581] : INFO : Epoch 1705 | loss: 0.0310929 | val_loss: 0.0311508 | Time: 1550.7 ms
[2021-10-04 18:16:15 main:581] : INFO : Epoch 1706 | loss: 0.0310923 | val_loss: 0.0311468 | Time: 1499.06 ms
[2021-10-04 18:16:17 main:581] : INFO : Epoch 1707 | loss: 0.0310933 | val_loss: 0.0311487 | Time: 1480.59 ms
[2021-10-04 18:16:18 main:581] : INFO : Epoch 1708 | loss: 0.0310983 | val_loss: 0.0311453 | Time: 1598.3 ms
[2021-10-04 18:16:20 main:581] : INFO : Epoch 1709 | loss: 0.0310967 | val_loss: 0.0311462 | Time: 1526.78 ms
[2021-10-04 18:16:21 main:581] : INFO : Epoch 1710 | loss: 0.0311026 | val_loss: 0.0311454 | Time: 1539.85 ms
[2021-10-04 18:16:23 main:581] : INFO : Epoch 1711 | loss: 0.0311079 | val_loss: 0.0311501 | Time: 1480.16 ms
[2021-10-04 18:16:24 main:581] : INFO : Epoch 1712 | loss: 0.0311035 | val_loss: 0.0311456 | Time: 1505.44 ms
[2021-10-04 18:16:26 main:581] : INFO : Epoch 1713 | loss: 0.0311009 | val_loss: 0.0311462 | Time: 1478.22 ms
[2021-10-04 18:16:27 main:581] : INFO : Epoch 1714 | loss: 0.0311025 | val_loss: 0.031146 | Time: 1462.44 ms
[2021-10-04 18:16:29 main:581] : INFO : Epoch 1715 | loss: 0.0311007 | val_loss: 0.0311375 | Time: 1510.05 ms
[2021-10-04 18:16:30 main:581] : INFO : Epoch 1716 | loss: 0.0310992 | val_loss: 0.0311386 | Time: 1583.82 ms
[2021-10-04 18:16:32 main:581] : INFO : Epoch 1717 | loss: 0.0310986 | val_loss: 0.0311378 | Time: 1525.67 ms
[2021-10-04 18:16:33 main:581] : INFO : Epoch 1718 | loss: 0.0310955 | val_loss: 0.0311415 | Time: 1454.17 ms
[2021-10-04 18:16:35 main:581] : INFO : Epoch 1719 | loss: 0.0310954 | val_loss: 0.0311441 | Time: 1544.9 ms
[2021-10-04 18:16:36 main:581] : INFO : Epoch 1720 | loss: 0.0310956 | val_loss: 0.03114 | Time: 1520.13 ms
[2021-10-04 18:16:38 main:581] : INFO : Epoch 1721 | loss: 0.0311034 | val_loss: 0.0311479 | Time: 1484.27 ms
[2021-10-04 18:16:39 main:581] : INFO : Epoch 1722 | loss: 0.0310989 | val_loss: 0.0311403 | Time: 1544.84 ms
[2021-10-04 18:16:41 main:581] : INFO : Epoch 1723 | loss: 0.0310982 | val_loss: 0.0311398 | Time: 1522.91 ms
[2021-10-04 18:16:42 main:581] : INFO : Epoch 1724 | loss: 0.0311015 | val_loss: 0.0311403 | Time: 1511.07 ms
[2021-10-04 18:16:44 main:581] : INFO : Epoch 1725 | loss: 0.031103 | val_loss: 0.0311429 | Time: 1449.96 ms
[2021-10-04 18:16:45 main:581] : INFO : Epoch 1726 | loss: 0.0311085 | val_loss: 0.0311415 | Time: 1530.93 ms
[2021-10-04 18:16:47 main:581] : INFO : Epoch 1727 | loss: 0.0311061 | val_loss: 0.0311475 | Time: 1527.59 ms
[2021-10-04 18:16:49 main:581] : INFO : Epoch 1728 | loss: 0.0311052 | val_loss: 0.0311405 | Time: 1529.45 ms
[2021-10-04 18:16:50 main:581] : INFO : Epoch 1729 | loss: 0.0311021 | val_loss: 0.0311427 | Time: 1481.03 ms
[2021-10-04 18:16:51 main:581] : INFO : Epoch 1730 | loss: 0.0311028 | val_loss: 0.0311471 | Time: 1478.38 ms
[2021-10-04 18:16:53 main:581] : INFO : Epoch 1731 | loss: 0.0311018 | val_loss: 0.0311408 | Time: 1508.24 ms
[2021-10-04 18:16:54 main:581] : INFO : Epoch 1732 | loss: 0.0311029 | val_loss: 0.0311427 | Time: 1480.32 ms
[2021-10-04 18:16:56 main:581] : INFO : Epoch 1733 | loss: 0.0311001 | val_loss: 0.0311413 | Time: 1474.66 ms
[2021-10-04 18:16:57 main:581] : INFO : Epoch 1734 | loss: 0.0310994 | val_loss: 0.0311352 | Time: 1481.35 ms
[2021-10-04 18:16:59 main:581] : INFO : Epoch 1735 | loss: 0.0310983 | val_loss: 0.0311431 | Time: 1456.88 ms
[2021-10-04 18:17:00 main:581] : INFO : Epoch 1736 | loss: 0.0311094 | val_loss: 0.0311387 | Time: 1570.22 ms
[2021-10-04 18:17:02 main:581] : INFO : Epoch 1737 | loss: 0.0311057 | val_loss: 0.031136 | Time: 1562.52 ms
[2021-10-04 18:17:04 main:581] : INFO : Epoch 1738 | loss: 0.031105 | val_loss: 0.0311381 | Time: 1520.54 ms
[2021-10-04 18:17:05 main:581] : INFO : Epoch 1739 | loss: 0.0311022 | val_loss: 0.0311426 | Time: 1494.64 ms
[2021-10-04 18:17:07 main:581] : INFO : Epoch 1740 | loss: 0.0311026 | val_loss: 0.0311394 | Time: 1491.89 ms
[2021-10-04 18:17:08 main:581] : INFO : Epoch 1741 | loss: 0.031103 | val_loss: 0.0311389 | Time: 1557.42 ms
[2021-10-04 18:17:10 main:581] : INFO : Epoch 1742 | loss: 0.0310988 | val_loss: 0.0311468 | Time: 1443.45 ms
[2021-10-04 18:17:11 main:581] : INFO : Epoch 1743 | loss: 0.0310985 | val_loss: 0.0311371 | Time: 1487.48 ms
[2021-10-04 18:17:13 main:581] : INFO : Epoch 1744 | loss: 0.0310949 | val_loss: 0.0311415 | Time: 1522 ms
[2021-10-04 18:17:14 main:581] : INFO : Epoch 1745 | loss: 0.0310958 | val_loss: 0.031145 | Time: 1533.37 ms
[2021-10-04 18:17:16 main:581] : INFO : Epoch 1746 | loss: 0.0310958 | val_loss: 0.0311408 | Time: 1499.83 ms
[2021-10-04 18:17:17 main:581] : INFO : Epoch 1747 | loss: 0.0311003 | val_loss: 0.0311497 | Time: 1510.82 ms
[2021-10-04 18:17:19 main:581] : INFO : Epoch 1748 | loss: 0.0311037 | val_loss: 0.0311453 | Time: 1523 ms
[2021-10-04 18:17:20 main:581] : INFO : Epoch 1749 | loss: 0.031101 | val_loss: 0.0311421 | Time: 1489.23 ms
[2021-10-04 18:17:22 main:581] : INFO : Epoch 1750 | loss: 0.0310985 | val_loss: 0.0311381 | Time: 1470.64 ms
[2021-10-04 18:17:23 main:581] : INFO : Epoch 1751 | loss: 0.0310961 | val_loss: 0.0311446 | Time: 1517.49 ms
[2021-10-04 18:17:25 main:581] : INFO : Epoch 1752 | loss: 0.0311134 | val_loss: 0.0311419 | Time: 1483.05 ms
[2021-10-04 18:17:26 main:581] : INFO : Epoch 1753 | loss: 0.0311124 | val_loss: 0.0311408 | Time: 1418.52 ms
[2021-10-04 18:17:27 main:581] : INFO : Epoch 1754 | loss: 0.0311101 | val_loss: 0.0311421 | Time: 1483.25 ms
[2021-10-04 18:17:29 main:581] : INFO : Epoch 1755 | loss: 0.0311066 | val_loss: 0.0311414 | Time: 1518.3 ms
[2021-10-04 18:17:30 main:581] : INFO : Epoch 1756 | loss: 0.0311028 | val_loss: 0.0311422 | Time: 1446.91 ms
[2021-10-04 18:17:32 main:581] : INFO : Epoch 1757 | loss: 0.0311006 | val_loss: 0.0311391 | Time: 1482.71 ms
[2021-10-04 18:17:33 main:581] : INFO : Epoch 1758 | loss: 0.031098 | val_loss: 0.0311423 | Time: 1435.24 ms
[2021-10-04 18:17:35 main:581] : INFO : Epoch 1759 | loss: 0.0310976 | val_loss: 0.0311401 | Time: 1526.53 ms
[2021-10-04 18:17:36 main:581] : INFO : Epoch 1760 | loss: 0.0310978 | val_loss: 0.0311386 | Time: 1507.51 ms
[2021-10-04 18:17:38 main:581] : INFO : Epoch 1761 | loss: 0.0310959 | val_loss: 0.0311447 | Time: 1482.7 ms
[2021-10-04 18:17:39 main:581] : INFO : Epoch 1762 | loss: 0.0310979 | val_loss: 0.031137 | Time: 1453.68 ms
[2021-10-04 18:17:41 main:581] : INFO : Epoch 1763 | loss: 0.0310968 | val_loss: 0.0311394 | Time: 1512.31 ms
[2021-10-04 18:17:42 main:581] : INFO : Epoch 1764 | loss: 0.0310988 | val_loss: 0.0311372 | Time: 1584.64 ms
[2021-10-04 18:17:44 main:581] : INFO : Epoch 1765 | loss: 0.0310958 | val_loss: 0.0311366 | Time: 1436.88 ms
[2021-10-04 18:17:45 main:581] : INFO : Epoch 1766 | loss: 0.0310983 | val_loss: 0.0311396 | Time: 1458.63 ms
[2021-10-04 18:17:47 main:581] : INFO : Epoch 1767 | loss: 0.0310984 | val_loss: 0.031136 | Time: 1507.81 ms
[2021-10-04 18:17:48 main:581] : INFO : Epoch 1768 | loss: 0.0310933 | val_loss: 0.0311361 | Time: 1542.28 ms
[2021-10-04 18:17:50 main:581] : INFO : Epoch 1769 | loss: 0.0310935 | val_loss: 0.0311358 | Time: 1512.75 ms
[2021-10-04 18:17:51 main:581] : INFO : Epoch 1770 | loss: 0.0310936 | val_loss: 0.0311393 | Time: 1502.67 ms
[2021-10-04 18:17:53 main:581] : INFO : Epoch 1771 | loss: 0.0310944 | val_loss: 0.0311388 | Time: 1487.29 ms
[2021-10-04 18:17:54 main:581] : INFO : Epoch 1772 | loss: 0.0310927 | val_loss: 0.0311372 | Time: 1562.67 ms
[2021-10-04 18:17:56 main:581] : INFO : Epoch 1773 | loss: 0.0310914 | val_loss: 0.0311489 | Time: 1535.96 ms
[2021-10-04 18:17:57 main:581] : INFO : Epoch 1774 | loss: 0.0310922 | val_loss: 0.0311391 | Time: 1506.7 ms
[2021-10-04 18:17:59 main:581] : INFO : Epoch 1775 | loss: 0.0310895 | val_loss: 0.0311415 | Time: 1455.41 ms
[2021-10-04 18:18:00 main:581] : INFO : Epoch 1776 | loss: 0.0310917 | val_loss: 0.0311405 | Time: 1521.94 ms
[2021-10-04 18:18:02 main:581] : INFO : Epoch 1777 | loss: 0.0310926 | val_loss: 0.0311425 | Time: 1555.39 ms
[2021-10-04 18:18:04 main:581] : INFO : Epoch 1778 | loss: 0.0310951 | val_loss: 0.0311528 | Time: 1597.38 ms
[2021-10-04 18:18:05 main:581] : INFO : Epoch 1779 | loss: 0.0310946 | val_loss: 0.031147 | Time: 1485.31 ms
[2021-10-04 18:18:07 main:581] : INFO : Epoch 1780 | loss: 0.0310899 | val_loss: 0.0311425 | Time: 1483.49 ms
[2021-10-04 18:18:08 main:581] : INFO : Epoch 1781 | loss: 0.0310955 | val_loss: 0.0311565 | Time: 1621.16 ms
[2021-10-04 18:18:10 main:581] : INFO : Epoch 1782 | loss: 0.0310935 | val_loss: 0.0311467 | Time: 1588 ms
[2021-10-04 18:18:11 main:581] : INFO : Epoch 1783 | loss: 0.0310989 | val_loss: 0.0311586 | Time: 1507.84 ms
[2021-10-04 18:18:13 main:581] : INFO : Epoch 1784 | loss: 0.0311077 | val_loss: 0.0311402 | Time: 1565.57 ms
[2021-10-04 18:18:14 main:581] : INFO : Epoch 1785 | loss: 0.0311037 | val_loss: 0.0311407 | Time: 1450.22 ms
[2021-10-04 18:18:16 main:581] : INFO : Epoch 1786 | loss: 0.0310994 | val_loss: 0.031142 | Time: 1532.45 ms
[2021-10-04 18:18:17 main:581] : INFO : Epoch 1787 | loss: 0.0311008 | val_loss: 0.0311407 | Time: 1479.55 ms
[2021-10-04 18:18:19 main:581] : INFO : Epoch 1788 | loss: 0.0310982 | val_loss: 0.0311405 | Time: 1481.16 ms
[2021-10-04 18:18:20 main:581] : INFO : Epoch 1789 | loss: 0.0310967 | val_loss: 0.0311404 | Time: 1541.86 ms
[2021-10-04 18:18:22 main:581] : INFO : Epoch 1790 | loss: 0.0310989 | val_loss: 0.0311419 | Time: 1536.31 ms
[2021-10-04 18:18:23 main:581] : INFO : Epoch 1791 | loss: 0.0310965 | val_loss: 0.0311408 | Time: 1571.6 ms
[2021-10-04 18:18:25 main:581] : INFO : Epoch 1792 | loss: 0.0310951 | val_loss: 0.0311373 | Time: 1581.85 ms
[2021-10-04 18:18:27 main:581] : INFO : Epoch 1793 | loss: 0.0310931 | val_loss: 0.0311422 | Time: 1459.67 ms
[2021-10-04 18:18:28 main:581] : INFO : Epoch 1794 | loss: 0.0310924 | val_loss: 0.0311436 | Time: 1504.19 ms
[2021-10-04 18:18:30 main:581] : INFO : Epoch 1795 | loss: 0.0310922 | val_loss: 0.0311471 | Time: 1492.1 ms
[2021-10-04 18:18:31 main:581] : INFO : Epoch 1796 | loss: 0.0310933 | val_loss: 0.031148 | Time: 1506.01 ms
[2021-10-04 18:18:32 main:581] : INFO : Epoch 1797 | loss: 0.0310947 | val_loss: 0.0311471 | Time: 1443.91 ms
[2021-10-04 18:18:34 main:581] : INFO : Epoch 1798 | loss: 0.0310953 | val_loss: 0.0311437 | Time: 1522.67 ms
[2021-10-04 18:18:35 main:581] : INFO : Epoch 1799 | loss: 0.0311013 | val_loss: 0.0311479 | Time: 1484.4 ms
[2021-10-04 18:18:37 main:581] : INFO : Epoch 1800 | loss: 0.0310987 | val_loss: 0.031151 | Time: 1509.93 ms
[2021-10-04 18:18:39 main:581] : INFO : Epoch 1801 | loss: 0.0310979 | val_loss: 0.0311445 | Time: 1533.07 ms
[2021-10-04 18:18:40 main:581] : INFO : Epoch 1802 | loss: 0.0310931 | val_loss: 0.0311463 | Time: 1521.95 ms
[2021-10-04 18:18:42 main:581] : INFO : Epoch 1803 | loss: 0.0310924 | val_loss: 0.0311432 | Time: 1487.85 ms
[2021-10-04 18:18:43 main:581] : INFO : Epoch 1804 | loss: 0.0310912 | val_loss: 0.0311399 | Time: 1517.19 ms
[2021-10-04 18:18:45 main:581] : INFO : Epoch 1805 | loss: 0.0310925 | val_loss: 0.0311437 | Time: 1532.9 ms
[2021-10-04 18:18:46 main:581] : INFO : Epoch 1806 | loss: 0.0310895 | val_loss: 0.031144 | Time: 1557.7 ms
[2021-10-04 18:18:48 main:581] : INFO : Epoch 1807 | loss: 0.0310889 | val_loss: 0.031142 | Time: 1559.45 ms
[2021-10-04 18:18:49 main:581] : INFO : Epoch 1808 | loss: 0.0310875 | val_loss: 0.0311407 | Time: 1460.7 ms
[2021-10-04 18:18:51 main:581] : INFO : Epoch 1809 | loss: 0.0310937 | val_loss: 0.0311407 | Time: 1515.6 ms
[2021-10-04 18:18:52 main:581] : INFO : Epoch 1810 | loss: 0.0310952 | val_loss: 0.0311385 | Time: 1587.69 ms
[2021-10-04 18:18:54 main:581] : INFO : Epoch 1811 | loss: 0.0310973 | val_loss: 0.0311387 | Time: 1439.27 ms
[2021-10-04 18:18:55 main:581] : INFO : Epoch 1812 | loss: 0.0310932 | val_loss: 0.0311364 | Time: 1555.65 ms
[2021-10-04 18:18:57 main:581] : INFO : Epoch 1813 | loss: 0.0310915 | val_loss: 0.0311376 | Time: 1581.02 ms
[2021-10-04 18:18:58 main:581] : INFO : Epoch 1814 | loss: 0.0310915 | val_loss: 0.0311397 | Time: 1520.19 ms
[2021-10-04 18:19:00 main:581] : INFO : Epoch 1815 | loss: 0.0310914 | val_loss: 0.0311392 | Time: 1494.59 ms
[2021-10-04 18:19:01 main:581] : INFO : Epoch 1816 | loss: 0.0310926 | val_loss: 0.0311394 | Time: 1471.07 ms
[2021-10-04 18:19:03 main:581] : INFO : Epoch 1817 | loss: 0.0310904 | val_loss: 0.0311429 | Time: 1576.11 ms
[2021-10-04 18:19:04 main:581] : INFO : Epoch 1818 | loss: 0.0310899 | val_loss: 0.0311436 | Time: 1480.54 ms
[2021-10-04 18:19:06 main:581] : INFO : Epoch 1819 | loss: 0.0310889 | val_loss: 0.0311498 | Time: 1436.63 ms
[2021-10-04 18:19:07 main:581] : INFO : Epoch 1820 | loss: 0.0310869 | val_loss: 0.0311402 | Time: 1512.39 ms
[2021-10-04 18:19:09 main:581] : INFO : Epoch 1821 | loss: 0.0310872 | val_loss: 0.0311365 | Time: 1549.56 ms
[2021-10-04 18:19:10 main:581] : INFO : Epoch 1822 | loss: 0.0310895 | val_loss: 0.0311434 | Time: 1411.62 ms
[2021-10-04 18:19:12 main:581] : INFO : Epoch 1823 | loss: 0.03109 | val_loss: 0.0311381 | Time: 1521.73 ms
[2021-10-04 18:19:13 main:581] : INFO : Epoch 1824 | loss: 0.0310871 | val_loss: 0.0311404 | Time: 1542.77 ms
[2021-10-04 18:19:15 main:581] : INFO : Epoch 1825 | loss: 0.0310875 | val_loss: 0.0311435 | Time: 1524.72 ms
[2021-10-04 18:19:16 main:581] : INFO : Epoch 1826 | loss: 0.031089 | val_loss: 0.0311391 | Time: 1516.1 ms
[2021-10-04 18:19:18 main:581] : INFO : Epoch 1827 | loss: 0.0310861 | val_loss: 0.0311403 | Time: 1543.35 ms
[2021-10-04 18:19:19 main:581] : INFO : Epoch 1828 | loss: 0.0310901 | val_loss: 0.0311391 | Time: 1524.61 ms
[2021-10-04 18:19:21 main:581] : INFO : Epoch 1829 | loss: 0.0310871 | val_loss: 0.0311542 | Time: 1501.61 ms
[2021-10-04 18:19:23 main:581] : INFO : Epoch 1830 | loss: 0.0310882 | val_loss: 0.0311467 | Time: 1613.44 ms
[2021-10-04 18:19:24 main:581] : INFO : Epoch 1831 | loss: 0.031087 | val_loss: 0.031153 | Time: 1494.79 ms
[2021-10-04 18:19:26 main:581] : INFO : Epoch 1832 | loss: 0.0310867 | val_loss: 0.0311457 | Time: 1600.39 ms
[2021-10-04 18:19:27 main:581] : INFO : Epoch 1833 | loss: 0.0310879 | val_loss: 0.0311441 | Time: 1559.39 ms
[2021-10-04 18:19:29 main:581] : INFO : Epoch 1834 | loss: 0.0310932 | val_loss: 0.0311418 | Time: 1597.98 ms
[2021-10-04 18:19:30 main:581] : INFO : Epoch 1835 | loss: 0.0310914 | val_loss: 0.0311476 | Time: 1590.72 ms
[2021-10-04 18:19:32 main:581] : INFO : Epoch 1836 | loss: 0.0310892 | val_loss: 0.031146 | Time: 1525.35 ms
[2021-10-04 18:19:34 main:581] : INFO : Epoch 1837 | loss: 0.0310876 | val_loss: 0.0311402 | Time: 1563.19 ms
[2021-10-04 18:19:35 main:581] : INFO : Epoch 1838 | loss: 0.0310871 | val_loss: 0.0311399 | Time: 1570.05 ms
[2021-10-04 18:19:37 main:581] : INFO : Epoch 1839 | loss: 0.0310859 | val_loss: 0.0311408 | Time: 1696.29 ms
[2021-10-04 18:19:38 main:581] : INFO : Epoch 1840 | loss: 0.0310864 | val_loss: 0.0311383 | Time: 1416.49 ms
[2021-10-04 18:19:40 main:581] : INFO : Epoch 1841 | loss: 0.0310875 | val_loss: 0.0311384 | Time: 1510.67 ms
[2021-10-04 18:19:41 main:581] : INFO : Epoch 1842 | loss: 0.0310891 | val_loss: 0.0311418 | Time: 1688.55 ms
[2021-10-04 18:19:43 main:581] : INFO : Epoch 1843 | loss: 0.0310867 | val_loss: 0.0311435 | Time: 1457.74 ms
[2021-10-04 18:19:45 main:581] : INFO : Epoch 1844 | loss: 0.0310855 | val_loss: 0.0311443 | Time: 1649.92 ms
[2021-10-04 18:19:46 main:581] : INFO : Epoch 1845 | loss: 0.0310862 | val_loss: 0.0311482 | Time: 1635.86 ms
[2021-10-04 18:19:48 main:581] : INFO : Epoch 1846 | loss: 0.0310929 | val_loss: 0.0311511 | Time: 1676.19 ms
[2021-10-04 18:19:49 main:581] : INFO : Epoch 1847 | loss: 0.0311049 | val_loss: 0.031151 | Time: 1545.2 ms
[2021-10-04 18:19:51 main:581] : INFO : Epoch 1848 | loss: 0.0311172 | val_loss: 0.0311455 | Time: 1625.77 ms
[2021-10-04 18:19:53 main:581] : INFO : Epoch 1849 | loss: 0.0311051 | val_loss: 0.0311379 | Time: 1535.21 ms
[2021-10-04 18:19:54 main:581] : INFO : Epoch 1850 | loss: 0.0310986 | val_loss: 0.0311356 | Time: 1610.26 ms
[2021-10-04 18:19:56 main:581] : INFO : Epoch 1851 | loss: 0.0310958 | val_loss: 0.0311341 | Time: 1665.53 ms
[2021-10-04 18:19:57 main:581] : INFO : Epoch 1852 | loss: 0.0310955 | val_loss: 0.031137 | Time: 1569.67 ms
[2021-10-04 18:19:59 main:581] : INFO : Epoch 1853 | loss: 0.0310934 | val_loss: 0.0311381 | Time: 1632.31 ms
[2021-10-04 18:20:01 main:581] : INFO : Epoch 1854 | loss: 0.0310928 | val_loss: 0.0311448 | Time: 1658.57 ms
[2021-10-04 18:20:02 main:581] : INFO : Epoch 1855 | loss: 0.0310899 | val_loss: 0.0311381 | Time: 1595.44 ms
[2021-10-04 18:20:04 main:581] : INFO : Epoch 1856 | loss: 0.0310884 | val_loss: 0.03114 | Time: 1623.18 ms
[2021-10-04 18:20:05 main:581] : INFO : Epoch 1857 | loss: 0.0310908 | val_loss: 0.0311399 | Time: 1542.56 ms
[2021-10-04 18:20:07 main:581] : INFO : Epoch 1858 | loss: 0.0310869 | val_loss: 0.0311423 | Time: 1567.74 ms
[2021-10-04 18:20:09 main:581] : INFO : Epoch 1859 | loss: 0.0310882 | val_loss: 0.0311412 | Time: 1655.45 ms
[2021-10-04 18:20:10 main:581] : INFO : Epoch 1860 | loss: 0.0310912 | val_loss: 0.0311421 | Time: 1571.82 ms
[2021-10-04 18:20:12 main:581] : INFO : Epoch 1861 | loss: 0.0310897 | val_loss: 0.0311514 | Time: 1501.53 ms
[2021-10-04 18:20:13 main:581] : INFO : Epoch 1862 | loss: 0.0310956 | val_loss: 0.0311357 | Time: 1564.67 ms
[2021-10-04 18:20:15 main:581] : INFO : Epoch 1863 | loss: 0.0310914 | val_loss: 0.0311404 | Time: 1723.08 ms
[2021-10-04 18:20:17 main:581] : INFO : Epoch 1864 | loss: 0.0310901 | val_loss: 0.0311418 | Time: 1762.49 ms
[2021-10-04 18:20:18 main:581] : INFO : Epoch 1865 | loss: 0.031094 | val_loss: 0.0311399 | Time: 1656.05 ms
[2021-10-04 18:20:20 main:581] : INFO : Epoch 1866 | loss: 0.0310987 | val_loss: 0.0311499 | Time: 1644.7 ms
[2021-10-04 18:20:22 main:581] : INFO : Epoch 1867 | loss: 0.031132 | val_loss: 0.0311514 | Time: 1693.37 ms
[2021-10-04 18:20:24 main:581] : INFO : Epoch 1868 | loss: 0.0311312 | val_loss: 0.0311525 | Time: 1713.68 ms
[2021-10-04 18:20:25 main:581] : INFO : Epoch 1869 | loss: 0.0311275 | val_loss: 0.031146 | Time: 1787.67 ms
[2021-10-04 18:20:27 main:581] : INFO : Epoch 1870 | loss: 0.0311218 | val_loss: 0.0311418 | Time: 1716.79 ms
[2021-10-04 18:20:29 main:581] : INFO : Epoch 1871 | loss: 0.0311206 | val_loss: 0.0311405 | Time: 1807.35 ms
[2021-10-04 18:20:31 main:581] : INFO : Epoch 1872 | loss: 0.0311191 | val_loss: 0.0311368 | Time: 1752.65 ms
[2021-10-04 18:20:32 main:581] : INFO : Epoch 1873 | loss: 0.0311218 | val_loss: 0.0311447 | Time: 1766.07 ms
[2021-10-04 18:20:34 main:581] : INFO : Epoch 1874 | loss: 0.0491237 | val_loss: 0.0367476 | Time: 1785.92 ms
[2021-10-04 18:20:36 main:581] : INFO : Epoch 1875 | loss: 0.0719017 | val_loss: 0.0444633 | Time: 1701.35 ms
[2021-10-04 18:20:37 main:581] : INFO : Epoch 1876 | loss: 0.0502832 | val_loss: 0.0357039 | Time: 1669.71 ms
[2021-10-04 18:20:39 main:581] : INFO : Epoch 1877 | loss: 0.033522 | val_loss: 0.0320523 | Time: 1648.58 ms
[2021-10-04 18:20:41 main:581] : INFO : Epoch 1878 | loss: 0.0315845 | val_loss: 0.0312937 | Time: 1706.01 ms
[2021-10-04 18:20:42 main:581] : INFO : Epoch 1879 | loss: 0.0313136 | val_loss: 0.0312666 | Time: 1622.45 ms
[2021-10-04 18:20:44 main:581] : INFO : Epoch 1880 | loss: 0.03126 | val_loss: 0.0312524 | Time: 1713.97 ms
[2021-10-04 18:20:46 main:581] : INFO : Epoch 1881 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 1773.93 ms
[2021-10-04 18:20:48 main:581] : INFO : Epoch 1882 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 1732.45 ms
[2021-10-04 18:20:49 main:581] : INFO : Epoch 1883 | loss: 0.0312386 | val_loss: 0.0312382 | Time: 1670.49 ms
[2021-10-04 18:20:51 main:581] : INFO : Epoch 1884 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 1664.04 ms
[2021-10-04 18:20:53 main:581] : INFO : Epoch 1885 | loss: 0.0312344 | val_loss: 0.0312354 | Time: 1737.74 ms
[2021-10-04 18:20:55 main:581] : INFO : Epoch 1886 | loss: 0.0312326 | val_loss: 0.0312337 | Time: 1751.25 ms
[2021-10-04 18:20:56 main:581] : INFO : Epoch 1887 | loss: 0.0312313 | val_loss: 0.0312322 | Time: 1716.63 ms
[2021-10-04 18:20:58 main:581] : INFO : Epoch 1888 | loss: 0.0312292 | val_loss: 0.031231 | Time: 1673.13 ms
[2021-10-04 18:21:00 main:581] : INFO : Epoch 1889 | loss: 0.0312272 | val_loss: 0.0312295 | Time: 1785.39 ms
[2021-10-04 18:21:01 main:581] : INFO : Epoch 1890 | loss: 0.0312255 | val_loss: 0.0312273 | Time: 1709.76 ms
[2021-10-04 18:21:03 main:581] : INFO : Epoch 1891 | loss: 0.0312229 | val_loss: 0.0312245 | Time: 1753.32 ms
[2021-10-04 18:21:05 main:581] : INFO : Epoch 1892 | loss: 0.0312208 | val_loss: 0.0312232 | Time: 1698.97 ms
[2021-10-04 18:21:07 main:581] : INFO : Epoch 1893 | loss: 0.0312191 | val_loss: 0.0312196 | Time: 1806.29 ms
[2021-10-04 18:21:08 main:581] : INFO : Epoch 1894 | loss: 0.0312182 | val_loss: 0.0312172 | Time: 1720.89 ms
[2021-10-04 18:21:10 main:581] : INFO : Epoch 1895 | loss: 0.0312152 | val_loss: 0.0312136 | Time: 1701.31 ms
[2021-10-04 18:21:12 main:581] : INFO : Epoch 1896 | loss: 0.0312132 | val_loss: 0.0312119 | Time: 1711.87 ms
[2021-10-04 18:21:13 main:581] : INFO : Epoch 1897 | loss: 0.0312113 | val_loss: 0.0312111 | Time: 1617.29 ms
[2021-10-04 18:21:15 main:581] : INFO : Epoch 1898 | loss: 0.0312097 | val_loss: 0.0312098 | Time: 1660.63 ms
[2021-10-04 18:21:17 main:581] : INFO : Epoch 1899 | loss: 0.0312083 | val_loss: 0.0312104 | Time: 1611.41 ms
[2021-10-04 18:21:18 main:581] : INFO : Epoch 1900 | loss: 0.0312076 | val_loss: 0.0312065 | Time: 1607.29 ms
[2021-10-04 18:21:20 main:581] : INFO : Epoch 1901 | loss: 0.0312052 | val_loss: 0.0312043 | Time: 1614.75 ms
[2021-10-04 18:21:22 main:581] : INFO : Epoch 1902 | loss: 0.0312035 | val_loss: 0.0312042 | Time: 1666.36 ms
[2021-10-04 18:21:23 main:581] : INFO : Epoch 1903 | loss: 0.0312019 | val_loss: 0.0312024 | Time: 1818.67 ms
[2021-10-04 18:21:25 main:581] : INFO : Epoch 1904 | loss: 0.0312017 | val_loss: 0.0312022 | Time: 1685 ms
[2021-10-04 18:21:27 main:581] : INFO : Epoch 1905 | loss: 0.0312008 | val_loss: 0.0312024 | Time: 1873.48 ms
[2021-10-04 18:21:29 main:581] : INFO : Epoch 1906 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 1808.78 ms
[2021-10-04 18:21:31 main:581] : INFO : Epoch 1907 | loss: 0.0311994 | val_loss: 0.0312002 | Time: 1754.45 ms
[2021-10-04 18:21:32 main:581] : INFO : Epoch 1908 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 1807.76 ms
[2021-10-04 18:21:34 main:581] : INFO : Epoch 1909 | loss: 0.0311984 | val_loss: 0.0312005 | Time: 1825.4 ms
[2021-10-04 18:21:36 main:581] : INFO : Epoch 1910 | loss: 0.0311981 | val_loss: 0.0311984 | Time: 1700.19 ms
[2021-10-04 18:21:38 main:581] : INFO : Epoch 1911 | loss: 0.0311975 | val_loss: 0.0311978 | Time: 1783.68 ms
[2021-10-04 18:21:39 main:581] : INFO : Epoch 1912 | loss: 0.0311977 | val_loss: 0.0311996 | Time: 1682.17 ms
[2021-10-04 18:21:41 main:581] : INFO : Epoch 1913 | loss: 0.0311977 | val_loss: 0.031197 | Time: 1761.87 ms
[2021-10-04 18:21:43 main:581] : INFO : Epoch 1914 | loss: 0.0311972 | val_loss: 0.0311975 | Time: 1734.18 ms
[2021-10-04 18:21:45 main:581] : INFO : Epoch 1915 | loss: 0.0311971 | val_loss: 0.0311979 | Time: 1765.23 ms
[2021-10-04 18:21:46 main:581] : INFO : Epoch 1916 | loss: 0.0311966 | val_loss: 0.031196 | Time: 1776.57 ms
[2021-10-04 18:21:48 main:581] : INFO : Epoch 1917 | loss: 0.031196 | val_loss: 0.0311963 | Time: 1779.14 ms
[2021-10-04 18:21:50 main:581] : INFO : Epoch 1918 | loss: 0.0311958 | val_loss: 0.0311968 | Time: 1831.26 ms
[2021-10-04 18:21:52 main:581] : INFO : Epoch 1919 | loss: 0.0311959 | val_loss: 0.0311958 | Time: 1674.46 ms
[2021-10-04 18:21:53 main:581] : INFO : Epoch 1920 | loss: 0.0311952 | val_loss: 0.0311951 | Time: 1717.06 ms
[2021-10-04 18:21:55 main:581] : INFO : Epoch 1921 | loss: 0.0311955 | val_loss: 0.031195 | Time: 1832.88 ms
[2021-10-04 18:21:57 main:581] : INFO : Epoch 1922 | loss: 0.0311958 | val_loss: 0.0311986 | Time: 1849.59 ms
[2021-10-04 18:21:59 main:581] : INFO : Epoch 1923 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 1843.11 ms
[2021-10-04 18:22:01 main:581] : INFO : Epoch 1924 | loss: 0.0311948 | val_loss: 0.0311946 | Time: 1713.21 ms
[2021-10-04 18:22:02 main:581] : INFO : Epoch 1925 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 1802.42 ms
[2021-10-04 18:22:04 main:581] : INFO : Epoch 1926 | loss: 0.0311942 | val_loss: 0.0311942 | Time: 1823.15 ms
[2021-10-04 18:22:06 main:581] : INFO : Epoch 1927 | loss: 0.0311933 | val_loss: 0.031194 | Time: 1629.1 ms
[2021-10-04 18:22:08 main:581] : INFO : Epoch 1928 | loss: 0.0311933 | val_loss: 0.0311941 | Time: 1785.37 ms
[2021-10-04 18:22:09 main:581] : INFO : Epoch 1929 | loss: 0.0311931 | val_loss: 0.0311944 | Time: 1705.29 ms
[2021-10-04 18:22:11 main:581] : INFO : Epoch 1930 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 1827.24 ms
[2021-10-04 18:22:13 main:581] : INFO : Epoch 1931 | loss: 0.0311927 | val_loss: 0.0311935 | Time: 1699.37 ms
[2021-10-04 18:22:15 main:581] : INFO : Epoch 1932 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 1762.83 ms
[2021-10-04 18:22:16 main:581] : INFO : Epoch 1933 | loss: 0.0311923 | val_loss: 0.0311946 | Time: 1760.49 ms
[2021-10-04 18:22:18 main:581] : INFO : Epoch 1934 | loss: 0.0311921 | val_loss: 0.031193 | Time: 1702.14 ms
[2021-10-04 18:22:20 main:581] : INFO : Epoch 1935 | loss: 0.0311932 | val_loss: 0.0311943 | Time: 1786.13 ms
[2021-10-04 18:22:22 main:581] : INFO : Epoch 1936 | loss: 0.0311933 | val_loss: 0.0311936 | Time: 1835.97 ms
[2021-10-04 18:22:23 main:581] : INFO : Epoch 1937 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 1716.21 ms
[2021-10-04 18:22:25 main:581] : INFO : Epoch 1938 | loss: 0.031193 | val_loss: 0.0311933 | Time: 1751.53 ms
[2021-10-04 18:22:27 main:581] : INFO : Epoch 1939 | loss: 0.031192 | val_loss: 0.0311923 | Time: 1873.13 ms
[2021-10-04 18:22:29 main:581] : INFO : Epoch 1940 | loss: 0.0311918 | val_loss: 0.0311929 | Time: 1855.37 ms
[2021-10-04 18:22:31 main:581] : INFO : Epoch 1941 | loss: 0.0311921 | val_loss: 0.0311929 | Time: 1783.63 ms
[2021-10-04 18:22:32 main:581] : INFO : Epoch 1942 | loss: 0.0311916 | val_loss: 0.0311925 | Time: 1715.89 ms
[2021-10-04 18:22:34 main:581] : INFO : Epoch 1943 | loss: 0.0311917 | val_loss: 0.0311932 | Time: 1779.56 ms
[2021-10-04 18:22:36 main:581] : INFO : Epoch 1944 | loss: 0.0311912 | val_loss: 0.0311925 | Time: 1800.43 ms
[2021-10-04 18:22:38 main:581] : INFO : Epoch 1945 | loss: 0.0311908 | val_loss: 0.031192 | Time: 1780.64 ms
[2021-10-04 18:22:40 main:581] : INFO : Epoch 1946 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 1723.43 ms
[2021-10-04 18:22:41 main:581] : INFO : Epoch 1947 | loss: 0.0311907 | val_loss: 0.0311913 | Time: 1809.91 ms
[2021-10-04 18:22:43 main:581] : INFO : Epoch 1948 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 1837.97 ms
[2021-10-04 18:22:45 main:581] : INFO : Epoch 1949 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 1858.44 ms
[2021-10-04 18:22:47 main:581] : INFO : Epoch 1950 | loss: 0.0311905 | val_loss: 0.031191 | Time: 1827.13 ms
[2021-10-04 18:22:49 main:581] : INFO : Epoch 1951 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 1776.1 ms
[2021-10-04 18:22:50 main:581] : INFO : Epoch 1952 | loss: 0.0311898 | val_loss: 0.0311912 | Time: 1777.22 ms
[2021-10-04 18:22:52 main:581] : INFO : Epoch 1953 | loss: 0.03119 | val_loss: 0.0311915 | Time: 1753.47 ms
[2021-10-04 18:22:54 main:581] : INFO : Epoch 1954 | loss: 0.0311895 | val_loss: 0.0311905 | Time: 1815.2 ms
[2021-10-04 18:22:56 main:581] : INFO : Epoch 1955 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 1879.68 ms
[2021-10-04 18:22:58 main:581] : INFO : Epoch 1956 | loss: 0.031189 | val_loss: 0.0311905 | Time: 1792.13 ms
[2021-10-04 18:22:59 main:581] : INFO : Epoch 1957 | loss: 0.0311891 | val_loss: 0.0311904 | Time: 1819.36 ms
[2021-10-04 18:23:01 main:581] : INFO : Epoch 1958 | loss: 0.0311886 | val_loss: 0.0311903 | Time: 1837.87 ms
[2021-10-04 18:23:03 main:581] : INFO : Epoch 1959 | loss: 0.0311884 | val_loss: 0.0311917 | Time: 1748.33 ms
[2021-10-04 18:23:05 main:581] : INFO : Epoch 1960 | loss: 0.0311881 | val_loss: 0.0311903 | Time: 1807.4 ms
[2021-10-04 18:23:07 main:581] : INFO : Epoch 1961 | loss: 0.0311878 | val_loss: 0.0311915 | Time: 1908.73 ms
[2021-10-04 18:23:09 main:581] : INFO : Epoch 1962 | loss: 0.0311883 | val_loss: 0.0311898 | Time: 1765.93 ms
[2021-10-04 18:23:10 main:581] : INFO : Epoch 1963 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 1800.43 ms
[2021-10-04 18:23:12 main:581] : INFO : Epoch 1964 | loss: 0.0311872 | val_loss: 0.0311895 | Time: 1801.39 ms
[2021-10-04 18:23:14 main:581] : INFO : Epoch 1965 | loss: 0.031187 | val_loss: 0.0311892 | Time: 1860.96 ms
[2021-10-04 18:23:16 main:581] : INFO : Epoch 1966 | loss: 0.0311866 | val_loss: 0.031189 | Time: 1799.97 ms
[2021-10-04 18:23:18 main:581] : INFO : Epoch 1967 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 1818.87 ms
[2021-10-04 18:23:19 main:581] : INFO : Epoch 1968 | loss: 0.0311862 | val_loss: 0.0311888 | Time: 1804.43 ms
[2021-10-04 18:23:21 main:581] : INFO : Epoch 1969 | loss: 0.0311861 | val_loss: 0.0311896 | Time: 1762.57 ms
[2021-10-04 18:23:23 main:581] : INFO : Epoch 1970 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 1793.06 ms
[2021-10-04 18:23:25 main:581] : INFO : Epoch 1971 | loss: 0.031185 | val_loss: 0.0311883 | Time: 1835.65 ms
[2021-10-04 18:23:27 main:581] : INFO : Epoch 1972 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 1824.93 ms
[2021-10-04 18:23:28 main:581] : INFO : Epoch 1973 | loss: 0.0311839 | val_loss: 0.0311874 | Time: 1794.17 ms
[2021-10-04 18:23:30 main:581] : INFO : Epoch 1974 | loss: 0.0311844 | val_loss: 0.0311877 | Time: 1732.77 ms
[2021-10-04 18:23:32 main:581] : INFO : Epoch 1975 | loss: 0.0311846 | val_loss: 0.0311878 | Time: 1790.83 ms
[2021-10-04 18:23:34 main:581] : INFO : Epoch 1976 | loss: 0.0311835 | val_loss: 0.0311871 | Time: 1827.33 ms
[2021-10-04 18:23:35 main:581] : INFO : Epoch 1977 | loss: 0.031184 | val_loss: 0.0311882 | Time: 1676.77 ms
[2021-10-04 18:23:37 main:581] : INFO : Epoch 1978 | loss: 0.0311835 | val_loss: 0.0311882 | Time: 1770.63 ms
[2021-10-04 18:23:39 main:581] : INFO : Epoch 1979 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1693.14 ms
[2021-10-04 18:23:41 main:581] : INFO : Epoch 1980 | loss: 0.0311827 | val_loss: 0.0311871 | Time: 1779.97 ms
[2021-10-04 18:23:43 main:581] : INFO : Epoch 1981 | loss: 0.0311825 | val_loss: 0.0311872 | Time: 1787.1 ms
[2021-10-04 18:23:44 main:581] : INFO : Epoch 1982 | loss: 0.0311825 | val_loss: 0.031187 | Time: 1767.71 ms
[2021-10-04 18:23:46 main:581] : INFO : Epoch 1983 | loss: 0.0311833 | val_loss: 0.0311904 | Time: 1876.63 ms
[2021-10-04 18:23:48 main:581] : INFO : Epoch 1984 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 1789.54 ms
[2021-10-04 18:23:50 main:581] : INFO : Epoch 1985 | loss: 0.0311822 | val_loss: 0.0311883 | Time: 1802.44 ms
[2021-10-04 18:23:51 main:581] : INFO : Epoch 1986 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 1700.83 ms
[2021-10-04 18:23:53 main:581] : INFO : Epoch 1987 | loss: 0.0311819 | val_loss: 0.0311876 | Time: 1901.38 ms
[2021-10-04 18:23:55 main:581] : INFO : Epoch 1988 | loss: 0.0311818 | val_loss: 0.0311874 | Time: 1740.07 ms
[2021-10-04 18:23:57 main:581] : INFO : Epoch 1989 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1779.92 ms
[2021-10-04 18:23:59 main:581] : INFO : Epoch 1990 | loss: 0.0311814 | val_loss: 0.0311876 | Time: 1746.55 ms
[2021-10-04 18:24:00 main:581] : INFO : Epoch 1991 | loss: 0.0311811 | val_loss: 0.031187 | Time: 1849.58 ms
[2021-10-04 18:24:02 main:581] : INFO : Epoch 1992 | loss: 0.031181 | val_loss: 0.0311867 | Time: 1717.37 ms
[2021-10-04 18:24:04 main:581] : INFO : Epoch 1993 | loss: 0.0311813 | val_loss: 0.0311865 | Time: 1864.29 ms
[2021-10-04 18:24:06 main:581] : INFO : Epoch 1994 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 1786.22 ms
[2021-10-04 18:24:08 main:581] : INFO : Epoch 1995 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 1868.22 ms
[2021-10-04 18:24:10 main:581] : INFO : Epoch 1996 | loss: 0.0311815 | val_loss: 0.031186 | Time: 1870.21 ms
[2021-10-04 18:24:11 main:581] : INFO : Epoch 1997 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 1801.79 ms
[2021-10-04 18:24:13 main:581] : INFO : Epoch 1998 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 1857.36 ms
[2021-10-04 18:24:15 main:581] : INFO : Epoch 1999 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 1829.59 ms
[2021-10-04 18:24:17 main:581] : INFO : Epoch 2000 | loss: 0.0311808 | val_loss: 0.0311867 | Time: 1874.49 ms
[2021-10-04 18:24:19 main:581] : INFO : Epoch 2001 | loss: 0.0311812 | val_loss: 0.031186 | Time: 1888.47 ms
[2021-10-04 18:24:21 main:581] : INFO : Epoch 2002 | loss: 0.031181 | val_loss: 0.0311861 | Time: 1777.31 ms
[2021-10-04 18:24:22 main:581] : INFO : Epoch 2003 | loss: 0.0311805 | val_loss: 0.0311857 | Time: 1810.52 ms
[2021-10-04 18:24:24 main:581] : INFO : Epoch 2004 | loss: 0.0311813 | val_loss: 0.0311858 | Time: 1820.66 ms
[2021-10-04 18:24:26 main:581] : INFO : Epoch 2005 | loss: 0.031181 | val_loss: 0.031188 | Time: 1872.85 ms
[2021-10-04 18:24:28 main:581] : INFO : Epoch 2006 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 1791.97 ms
[2021-10-04 18:24:30 main:581] : INFO : Epoch 2007 | loss: 0.0311789 | val_loss: 0.0311868 | Time: 1747.82 ms
[2021-10-04 18:24:31 main:581] : INFO : Epoch 2008 | loss: 0.0311798 | val_loss: 0.031187 | Time: 1843.19 ms
[2021-10-04 18:24:33 main:581] : INFO : Epoch 2009 | loss: 0.0311805 | val_loss: 0.0311904 | Time: 1865.7 ms
[2021-10-04 18:24:35 main:581] : INFO : Epoch 2010 | loss: 0.0311803 | val_loss: 0.0311856 | Time: 1878.72 ms
[2021-10-04 18:24:37 main:581] : INFO : Epoch 2011 | loss: 0.0311796 | val_loss: 0.0311865 | Time: 1791.82 ms
[2021-10-04 18:24:39 main:581] : INFO : Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311861 | Time: 1842.41 ms
[2021-10-04 18:24:41 main:581] : INFO : Epoch 2013 | loss: 0.0311795 | val_loss: 0.0311858 | Time: 1857.61 ms
[2021-10-04 18:24:43 main:581] : INFO : Epoch 2014 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 1912.28 ms
[2021-10-04 18:24:45 main:581] : INFO : Epoch 2015 | loss: 0.0311798 | val_loss: 0.0311859 | Time: 1922.16 ms
[2021-10-04 18:24:46 main:581] : INFO : Epoch 2016 | loss: 0.0311789 | val_loss: 0.031186 | Time: 1884.84 ms
[2021-10-04 18:24:48 main:581] : INFO : Epoch 2017 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 1910.44 ms
[2021-10-04 18:24:50 main:581] : INFO : Epoch 2018 | loss: 0.0311784 | val_loss: 0.031185 | Time: 1796.02 ms
[2021-10-04 18:24:52 main:581] : INFO : Epoch 2019 | loss: 0.0311799 | val_loss: 0.0311856 | Time: 1753.46 ms
[2021-10-04 18:24:54 main:581] : INFO : Epoch 2020 | loss: 0.03118 | val_loss: 0.0311908 | Time: 1879.84 ms
[2021-10-04 18:24:56 main:581] : INFO : Epoch 2021 | loss: 0.0311804 | val_loss: 0.0311862 | Time: 1846.34 ms
[2021-10-04 18:24:57 main:581] : INFO : Epoch 2022 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 1840.23 ms
[2021-10-04 18:24:59 main:581] : INFO : Epoch 2023 | loss: 0.0311802 | val_loss: 0.0311871 | Time: 1763.71 ms
[2021-10-04 18:25:01 main:581] : INFO : Epoch 2024 | loss: 0.0311791 | val_loss: 0.031186 | Time: 1824.24 ms
[2021-10-04 18:25:03 main:581] : INFO : Epoch 2025 | loss: 0.0311786 | val_loss: 0.0311861 | Time: 1688.98 ms
[2021-10-04 18:25:05 main:581] : INFO : Epoch 2026 | loss: 0.0311779 | val_loss: 0.0311852 | Time: 1903.58 ms
[2021-10-04 18:25:06 main:581] : INFO : Epoch 2027 | loss: 0.0311777 | val_loss: 0.031185 | Time: 1759.77 ms
[2021-10-04 18:25:08 main:581] : INFO : Epoch 2028 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 1784.71 ms
[2021-10-04 18:25:10 main:581] : INFO : Epoch 2029 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 1811.56 ms
[2021-10-04 18:25:12 main:581] : INFO : Epoch 2030 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 1663.64 ms
[2021-10-04 18:25:14 main:581] : INFO : Epoch 2031 | loss: 0.031178 | val_loss: 0.0311852 | Time: 1827.66 ms
[2021-10-04 18:25:15 main:581] : INFO : Epoch 2032 | loss: 0.0311783 | val_loss: 0.0311854 | Time: 1747.3 ms
[2021-10-04 18:25:17 main:581] : INFO : Epoch 2033 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 1877.08 ms
[2021-10-04 18:25:19 main:581] : INFO : Epoch 2034 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 1827.21 ms
[2021-10-04 18:25:21 main:581] : INFO : Epoch 2035 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 1721.91 ms
[2021-10-04 18:25:23 main:581] : INFO : Epoch 2036 | loss: 0.0311776 | val_loss: 0.0311864 | Time: 1877.96 ms
[2021-10-04 18:25:24 main:581] : INFO : Epoch 2037 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 1896.03 ms
[2021-10-04 18:25:26 main:581] : INFO : Epoch 2038 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 1799.63 ms
[2021-10-04 18:25:28 main:581] : INFO : Epoch 2039 | loss: 0.0311829 | val_loss: 0.0311897 | Time: 1729.59 ms
[2021-10-04 18:25:30 main:581] : INFO : Epoch 2040 | loss: 0.0311807 | val_loss: 0.031186 | Time: 1786.9 ms
[2021-10-04 18:25:32 main:581] : INFO : Epoch 2041 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 1826.19 ms
[2021-10-04 18:25:33 main:581] : INFO : Epoch 2042 | loss: 0.0311778 | val_loss: 0.0311847 | Time: 1861.8 ms
[2021-10-04 18:25:35 main:581] : INFO : Epoch 2043 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 1795.96 ms
[2021-10-04 18:25:37 main:581] : INFO : Epoch 2044 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 1830.06 ms
[2021-10-04 18:25:39 main:581] : INFO : Epoch 2045 | loss: 0.0311776 | val_loss: 0.0311839 | Time: 1846.18 ms
[2021-10-04 18:25:41 main:581] : INFO : Epoch 2046 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 1836.53 ms
[2021-10-04 18:25:43 main:581] : INFO : Epoch 2047 | loss: 0.0311784 | val_loss: 0.0311876 | Time: 1739.66 ms
[2021-10-04 18:25:44 main:581] : INFO : Epoch 2048 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 1851.12 ms
[2021-10-04 18:25:44 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311851
[2021-10-04 18:25:44 main:610] : INFO : Saving end state to config to file
[2021-10-04 18:25:44 main:615] : INFO : Success, exiting..
18:25:44 (24214): 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)