Task 3317682
| Name | ParityModified-1608176417-18100-0_0 |
| Workunit | 1584615 |
| Created | 17 Dec 2020, 3:40:20 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 26 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 8:07:52 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 50 min 21 sec |
| CPU time | 50 min 16 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310185 | val_loss: 0.0312702 | Time: 1528.87 ms
[2020-12-18 01:54:56 main:581] : INFO : Epoch 1539 | loss: 0.0310164 | val_loss: 0.0312877 | Time: 1539.62 ms
[2020-12-18 01:54:58 main:581] : INFO : Epoch 1540 | loss: 0.0310143 | val_loss: 0.031276 | Time: 1538.71 ms
[2020-12-18 01:54:59 main:581] : INFO : Epoch 1541 | loss: 0.0310136 | val_loss: 0.0312797 | Time: 1543.39 ms
[2020-12-18 01:55:01 main:581] : INFO : Epoch 1542 | loss: 0.0310194 | val_loss: 0.0312572 | Time: 1510.22 ms
[2020-12-18 01:55:02 main:581] : INFO : Epoch 1543 | loss: 0.031034 | val_loss: 0.0312743 | Time: 1506.69 ms
[2020-12-18 01:55:04 main:581] : INFO : Epoch 1544 | loss: 0.0310389 | val_loss: 0.031291 | Time: 1490.55 ms
[2020-12-18 01:55:05 main:581] : INFO : Epoch 1545 | loss: 0.0310291 | val_loss: 0.0312796 | Time: 1493.34 ms
[2020-12-18 01:55:07 main:581] : INFO : Epoch 1546 | loss: 0.0310249 | val_loss: 0.0312882 | Time: 1528.29 ms
[2020-12-18 01:55:08 main:581] : INFO : Epoch 1547 | loss: 0.0310134 | val_loss: 0.0312843 | Time: 1532.68 ms
[2020-12-18 01:55:10 main:581] : INFO : Epoch 1548 | loss: 0.0310106 | val_loss: 0.0312727 | Time: 1506.64 ms
[2020-12-18 01:55:11 main:581] : INFO : Epoch 1549 | loss: 0.0310148 | val_loss: 0.0312815 | Time: 1500.45 ms
[2020-12-18 01:55:13 main:581] : INFO : Epoch 1550 | loss: 0.0310157 | val_loss: 0.0312627 | Time: 1521.56 ms
[2020-12-18 01:55:14 main:581] : INFO : Epoch 1551 | loss: 0.0310178 | val_loss: 0.0312843 | Time: 1511.82 ms
[2020-12-18 01:55:16 main:581] : INFO : Epoch 1552 | loss: 0.0310885 | val_loss: 0.031223 | Time: 1527.48 ms
[2020-12-18 01:55:17 main:581] : INFO : Epoch 1553 | loss: 0.0311029 | val_loss: 0.0312801 | Time: 1504.4 ms
[2020-12-18 01:55:19 main:581] : INFO : Epoch 1554 | loss: 0.0319402 | val_loss: 0.0385859 | Time: 1512.81 ms
[2020-12-18 01:55:20 main:581] : INFO : Epoch 1555 | loss: 0.0342823 | val_loss: 0.0321745 | Time: 1510.44 ms
[2020-12-18 01:55:22 main:581] : INFO : Epoch 1556 | loss: 0.034706 | val_loss: 0.0349717 | Time: 1516.35 ms
[2020-12-18 01:55:23 main:581] : INFO : Epoch 1557 | loss: 0.0340947 | val_loss: 0.0317164 | Time: 1520.69 ms
[2020-12-18 01:55:25 main:581] : INFO : Epoch 1558 | loss: 0.0314487 | val_loss: 0.0312969 | Time: 1517.74 ms
[2020-12-18 01:55:26 main:581] : INFO : Epoch 1559 | loss: 0.0312899 | val_loss: 0.0312612 | Time: 1546.17 ms
[2020-12-18 01:55:28 main:581] : INFO : Epoch 1560 | loss: 0.0312573 | val_loss: 0.0312533 | Time: 1522.38 ms
[2020-12-18 01:55:30 main:581] : INFO : Epoch 1561 | loss: 0.0312529 | val_loss: 0.0312538 | Time: 1544.81 ms
[2020-12-18 01:55:31 main:581] : INFO : Epoch 1562 | loss: 0.0312525 | val_loss: 0.0312516 | Time: 1548.92 ms
[2020-12-18 01:55:33 main:581] : INFO : Epoch 1563 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 1543.27 ms
[2020-12-18 01:55:34 main:581] : INFO : Epoch 1564 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1555.75 ms
[2020-12-18 01:55:36 main:581] : INFO : Epoch 1565 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1517.76 ms
[2020-12-18 01:55:37 main:581] : INFO : Epoch 1566 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1547.2 ms
[2020-12-18 01:55:39 main:581] : INFO : Epoch 1567 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1525.59 ms
[2020-12-18 01:55:40 main:581] : INFO : Epoch 1568 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1517.47 ms
[2020-12-18 01:55:42 main:581] : INFO : Epoch 1569 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1512.69 ms
[2020-12-18 01:55:43 main:581] : INFO : Epoch 1570 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1478.59 ms
[2020-12-18 01:55:45 main:581] : INFO : Epoch 1571 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1501.82 ms
[2020-12-18 01:55:46 main:581] : INFO : Epoch 1572 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1525.68 ms
[2020-12-18 01:55:48 main:581] : INFO : Epoch 1573 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1533.71 ms
[2020-12-18 01:55:49 main:581] : INFO : Epoch 1574 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1492.39 ms
[2020-12-18 01:55:51 main:581] : INFO : Epoch 1575 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1526.04 ms
[2020-12-18 01:55:52 main:581] : INFO : Epoch 1576 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1537.86 ms
[2020-12-18 01:55:54 main:581] : INFO : Epoch 1577 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1526.49 ms
[2020-12-18 01:55:55 main:581] : INFO : Epoch 1578 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1522.97 ms
[2020-12-18 01:55:57 main:581] : INFO : Epoch 1579 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1524.5 ms
[2020-12-18 01:55:58 main:581] : INFO : Epoch 1580 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1509.54 ms
[2020-12-18 01:56:00 main:581] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1496.97 ms
[2020-12-18 01:56:01 main:581] : INFO : Epoch 1582 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1502.31 ms
[2020-12-18 01:56:03 main:581] : INFO : Epoch 1583 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1516.52 ms
[2020-12-18 01:56:04 main:581] : INFO : Epoch 1584 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1491.52 ms
[2020-12-18 01:56:06 main:581] : INFO : Epoch 1585 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1507.71 ms
[2020-12-18 01:56:07 main:581] : INFO : Epoch 1586 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1496.25 ms
[2020-12-18 01:56:09 main:581] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1501.33 ms
[2020-12-18 01:56:11 main:581] : INFO : Epoch 1588 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1541.22 ms
[2020-12-18 01:56:12 main:581] : INFO : Epoch 1589 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1519.89 ms
[2020-12-18 01:56:14 main:581] : INFO : Epoch 1590 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1526.99 ms
[2020-12-18 01:56:15 main:581] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1548.69 ms
[2020-12-18 01:56:17 main:581] : INFO : Epoch 1592 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1513.9 ms
[2020-12-18 01:56:18 main:581] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1520.66 ms
[2020-12-18 01:56:20 main:581] : INFO : Epoch 1594 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1529.68 ms
[2020-12-18 01:56:21 main:581] : INFO : Epoch 1595 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1525.58 ms
[2020-12-18 01:56:23 main:581] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1550.32 ms
[2020-12-18 01:56:24 main:581] : INFO : Epoch 1597 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1528.82 ms
[2020-12-18 01:56:26 main:581] : INFO : Epoch 1598 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1525.38 ms
[2020-12-18 01:56:27 main:581] : INFO : Epoch 1599 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1505.73 ms
[2020-12-18 01:56:29 main:581] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1513.24 ms
[2020-12-18 01:56:30 main:581] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1484.78 ms
[2020-12-18 01:56:32 main:581] : INFO : Epoch 1602 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1487.21 ms
[2020-12-18 01:56:33 main:581] : INFO : Epoch 1603 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1456.15 ms
[2020-12-18 01:56:35 main:581] : INFO : Epoch 1604 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1475.5 ms
[2020-12-18 01:56:36 main:581] : INFO : Epoch 1605 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1505.9 ms
[2020-12-18 01:56:38 main:581] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1501.47 ms
[2020-12-18 01:56:39 main:581] : INFO : Epoch 1607 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1550.69 ms
[2020-12-18 01:56:41 main:581] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1536.19 ms
[2020-12-18 01:56:42 main:581] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1517.78 ms
[2020-12-18 01:56:44 main:581] : INFO : Epoch 1610 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1496.91 ms
[2020-12-18 01:56:45 main:581] : INFO : Epoch 1611 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1480.07 ms
[2020-12-18 01:56:47 main:581] : INFO : Epoch 1612 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1512.06 ms
[2020-12-18 01:56:48 main:581] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1497.95 ms
[2020-12-18 01:56:50 main:581] : INFO : Epoch 1614 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1516.93 ms
[2020-12-18 01:56:51 main:581] : INFO : Epoch 1615 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1523.19 ms
[2020-12-18 01:56:53 main:581] : INFO : Epoch 1616 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1510.47 ms
[2020-12-18 01:56:54 main:581] : INFO : Epoch 1617 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1513.6 ms
[2020-12-18 01:56:56 main:581] : INFO : Epoch 1618 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1526.38 ms
[2020-12-18 01:56:57 main:581] : INFO : Epoch 1619 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1513.34 ms
[2020-12-18 01:56:59 main:581] : INFO : Epoch 1620 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1472.17 ms
[2020-12-18 01:57:00 main:581] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1519.13 ms
[2020-12-18 01:57:02 main:581] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1545.82 ms
[2020-12-18 01:57:04 main:581] : INFO : Epoch 1623 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1545.64 ms
[2020-12-18 01:57:05 main:581] : INFO : Epoch 1624 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1528.21 ms
[2020-12-18 01:57:07 main:581] : INFO : Epoch 1625 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1530.11 ms
[2020-12-18 01:57:08 main:581] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1520.81 ms
[2020-12-18 01:57:10 main:581] : INFO : Epoch 1627 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1517.83 ms
[2020-12-18 01:57:11 main:581] : INFO : Epoch 1628 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1522.14 ms
[2020-12-18 01:57:13 main:581] : INFO : Epoch 1629 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1528.61 ms
[2020-12-18 01:57:14 main:581] : INFO : Epoch 1630 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1517.88 ms
[2020-12-18 01:57:16 main:581] : INFO : Epoch 1631 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1527.59 ms
[2020-12-18 01:57:17 main:581] : INFO : Epoch 1632 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1502.32 ms
[2020-12-18 01:57:19 main:581] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1528.89 ms
[2020-12-18 01:57:20 main:581] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1513.97 ms
[2020-12-18 01:57:22 main:581] : INFO : Epoch 1635 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1499.56 ms
[2020-12-18 01:57:23 main:581] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1492.52 ms
[2020-12-18 01:57:25 main:581] : INFO : Epoch 1637 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1507.76 ms
[2020-12-18 01:57:26 main:581] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1491.3 ms
[2020-12-18 01:57:28 main:581] : INFO : Epoch 1639 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1495.22 ms
[2020-12-18 01:57:29 main:581] : INFO : Epoch 1640 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1505.58 ms
[2020-12-18 01:57:31 main:581] : INFO : Epoch 1641 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1512.98 ms
[2020-12-18 01:57:32 main:581] : INFO : Epoch 1642 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1492.65 ms
[2020-12-18 01:57:34 main:581] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1507.44 ms
[2020-12-18 01:57:35 main:581] : INFO : Epoch 1644 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1516.34 ms
[2020-12-18 01:57:37 main:581] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1458.64 ms
[2020-12-18 01:57:38 main:581] : INFO : Epoch 1646 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1485.27 ms
[2020-12-18 01:57:40 main:581] : INFO : Epoch 1647 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1451.03 ms
[2020-12-18 01:57:41 main:581] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1467.93 ms
[2020-12-18 01:57:43 main:581] : INFO : Epoch 1649 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1461.86 ms
[2020-12-18 01:57:44 main:581] : INFO : Epoch 1650 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1470.92 ms
[2020-12-18 01:57:46 main:581] : INFO : Epoch 1651 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1468.51 ms
[2020-12-18 01:57:47 main:581] : INFO : Epoch 1652 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1474.14 ms
[2020-12-18 01:57:48 main:581] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1452.96 ms
[2020-12-18 01:57:50 main:581] : INFO : Epoch 1654 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1470.41 ms
[2020-12-18 01:57:51 main:581] : INFO : Epoch 1655 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1536.3 ms
[2020-12-18 01:57:53 main:581] : INFO : Epoch 1656 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1497.92 ms
[2020-12-18 01:57:55 main:581] : INFO : Epoch 1657 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1536.74 ms
[2020-12-18 01:57:56 main:581] : INFO : Epoch 1658 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1513.77 ms
[2020-12-18 01:57:58 main:581] : INFO : Epoch 1659 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1507.35 ms
[2020-12-18 01:57:59 main:581] : INFO : Epoch 1660 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1494.65 ms
[2020-12-18 01:58:00 main:581] : INFO : Epoch 1661 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1458.42 ms
[2020-12-18 01:58:02 main:581] : INFO : Epoch 1662 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1488.1 ms
[2020-12-18 01:58:03 main:581] : INFO : Epoch 1663 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 1454.01 ms
[2020-12-18 01:58:05 main:581] : INFO : Epoch 1664 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1520.85 ms
[2020-12-18 01:58:06 main:581] : INFO : Epoch 1665 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 1495.12 ms
[2020-12-18 01:58:08 main:581] : INFO : Epoch 1666 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1486.94 ms
[2020-12-18 01:58:09 main:581] : INFO : Epoch 1667 | loss: 0.0312467 | val_loss: 0.0312499 | Time: 1528.81 ms
[2020-12-18 01:58:11 main:581] : INFO : Epoch 1668 | loss: 0.0312466 | val_loss: 0.031246 | Time: 1523.55 ms
[2020-12-18 01:58:13 main:581] : INFO : Epoch 1669 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 1545.8 ms
[2020-12-18 01:58:14 main:581] : INFO : Epoch 1670 | loss: 0.0312435 | val_loss: 0.031246 | Time: 1504.11 ms
[2020-12-18 01:58:16 main:581] : INFO : Epoch 1671 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 1477.79 ms
[2020-12-18 01:58:17 main:581] : INFO : Epoch 1672 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 1437.39 ms
[2020-12-18 01:58:18 main:581] : INFO : Epoch 1673 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1426.58 ms
[2020-12-18 01:58:20 main:581] : INFO : Epoch 1674 | loss: 0.0312376 | val_loss: 0.0312397 | Time: 1434.59 ms
[2020-12-18 01:58:21 main:581] : INFO : Epoch 1675 | loss: 0.031237 | val_loss: 0.0312339 | Time: 1465.23 ms
[2020-12-18 01:58:23 main:581] : INFO : Epoch 1676 | loss: 0.0312342 | val_loss: 0.0312358 | Time: 1470.72 ms
[2020-12-18 01:58:24 main:581] : INFO : Epoch 1677 | loss: 0.031236 | val_loss: 0.0312338 | Time: 1483.53 ms
[2020-12-18 01:58:26 main:581] : INFO : Epoch 1678 | loss: 0.0312367 | val_loss: 0.0312447 | Time: 1479.57 ms
[2020-12-18 01:58:27 main:581] : INFO : Epoch 1679 | loss: 0.0312391 | val_loss: 0.0312452 | Time: 1484.02 ms
[2020-12-18 01:58:29 main:581] : INFO : Epoch 1680 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 1440.71 ms
[2020-12-18 01:58:30 main:581] : INFO : Epoch 1681 | loss: 0.0312321 | val_loss: 0.0312303 | Time: 1445.56 ms
[2020-12-18 01:58:32 main:581] : INFO : Epoch 1682 | loss: 0.0312298 | val_loss: 0.031227 | Time: 1459.65 ms
[2020-12-18 01:58:33 main:581] : INFO : Epoch 1683 | loss: 0.0312282 | val_loss: 0.0312397 | Time: 1446.13 ms
[2020-12-18 01:58:34 main:581] : INFO : Epoch 1684 | loss: 0.0312365 | val_loss: 0.0312335 | Time: 1430.1 ms
[2020-12-18 01:58:36 main:581] : INFO : Epoch 1685 | loss: 0.0312244 | val_loss: 0.0312223 | Time: 1452.14 ms
[2020-12-18 01:58:37 main:581] : INFO : Epoch 1686 | loss: 0.0312225 | val_loss: 0.0312213 | Time: 1437.42 ms
[2020-12-18 01:58:39 main:581] : INFO : Epoch 1687 | loss: 0.031224 | val_loss: 0.0312197 | Time: 1454.09 ms
[2020-12-18 01:58:40 main:581] : INFO : Epoch 1688 | loss: 0.0312195 | val_loss: 0.031224 | Time: 1442.88 ms
[2020-12-18 01:58:42 main:581] : INFO : Epoch 1689 | loss: 0.0312245 | val_loss: 0.0312294 | Time: 1451.64 ms
[2020-12-18 01:58:43 main:581] : INFO : Epoch 1690 | loss: 0.0312267 | val_loss: 0.0312234 | Time: 1460.56 ms
[2020-12-18 01:58:45 main:581] : INFO : Epoch 1691 | loss: 0.0312179 | val_loss: 0.031218 | Time: 1445.11 ms
[2020-12-18 01:58:46 main:581] : INFO : Epoch 1692 | loss: 0.031217 | val_loss: 0.0312176 | Time: 1467.38 ms
[2020-12-18 01:58:48 main:581] : INFO : Epoch 1693 | loss: 0.0312267 | val_loss: 0.0312206 | Time: 1480.87 ms
[2020-12-18 01:58:49 main:581] : INFO : Epoch 1694 | loss: 0.0312178 | val_loss: 0.0312176 | Time: 1487.54 ms
[2020-12-18 01:58:50 main:581] : INFO : Epoch 1695 | loss: 0.0312158 | val_loss: 0.0312195 | Time: 1494.09 ms
[2020-12-18 01:58:52 main:581] : INFO : Epoch 1696 | loss: 0.0312185 | val_loss: 0.0312144 | Time: 1513.64 ms
[2020-12-18 01:58:54 main:581] : INFO : Epoch 1697 | loss: 0.0312163 | val_loss: 0.0312135 | Time: 1502.86 ms
[2020-12-18 01:58:55 main:581] : INFO : Epoch 1698 | loss: 0.0312122 | val_loss: 0.031212 | Time: 1508.3 ms
[2020-12-18 01:58:57 main:581] : INFO : Epoch 1699 | loss: 0.0312123 | val_loss: 0.0312101 | Time: 1528.26 ms
[2020-12-18 01:58:58 main:581] : INFO : Epoch 1700 | loss: 0.0312105 | val_loss: 0.0312111 | Time: 1486.26 ms
[2020-12-18 01:58:59 main:581] : INFO : Epoch 1701 | loss: 0.0312112 | val_loss: 0.0312087 | Time: 1466.91 ms
[2020-12-18 01:59:01 main:581] : INFO : Epoch 1702 | loss: 0.0312129 | val_loss: 0.0312051 | Time: 1486.96 ms
[2020-12-18 01:59:02 main:581] : INFO : Epoch 1703 | loss: 0.0312107 | val_loss: 0.0312026 | Time: 1479.22 ms
[2020-12-18 01:59:04 main:581] : INFO : Epoch 1704 | loss: 0.0312029 | val_loss: 0.0311998 | Time: 1475.85 ms
[2020-12-18 01:59:05 main:581] : INFO : Epoch 1705 | loss: 0.031203 | val_loss: 0.0312006 | Time: 1469.58 ms
[2020-12-18 01:59:07 main:581] : INFO : Epoch 1706 | loss: 0.031206 | val_loss: 0.0311983 | Time: 1495.93 ms
[2020-12-18 01:59:08 main:581] : INFO : Epoch 1707 | loss: 0.0312019 | val_loss: 0.0311986 | Time: 1474.25 ms
[2020-12-18 01:59:10 main:581] : INFO : Epoch 1708 | loss: 0.0312033 | val_loss: 0.0311964 | Time: 1510.47 ms
[2020-12-18 01:59:11 main:581] : INFO : Epoch 1709 | loss: 0.031197 | val_loss: 0.0311923 | Time: 1455.58 ms
[2020-12-18 01:59:13 main:581] : INFO : Epoch 1710 | loss: 0.0311954 | val_loss: 0.0311919 | Time: 1444.6 ms
[2020-12-18 01:59:14 main:581] : INFO : Epoch 1711 | loss: 0.0311997 | val_loss: 0.0312053 | Time: 1493.51 ms
[2020-12-18 01:59:16 main:581] : INFO : Epoch 1712 | loss: 0.0312043 | val_loss: 0.0311967 | Time: 1492.47 ms
[2020-12-18 01:59:17 main:581] : INFO : Epoch 1713 | loss: 0.0312027 | val_loss: 0.0312126 | Time: 1485.98 ms
[2020-12-18 01:59:19 main:581] : INFO : Epoch 1714 | loss: 0.0311995 | val_loss: 0.0311932 | Time: 1495.26 ms
[2020-12-18 01:59:20 main:581] : INFO : Epoch 1715 | loss: 0.0311926 | val_loss: 0.0311904 | Time: 1492.52 ms
[2020-12-18 01:59:22 main:581] : INFO : Epoch 1716 | loss: 0.0311909 | val_loss: 0.0311921 | Time: 1538.53 ms
[2020-12-18 01:59:23 main:581] : INFO : Epoch 1717 | loss: 0.0311989 | val_loss: 0.0311885 | Time: 1500.05 ms
[2020-12-18 01:59:25 main:581] : INFO : Epoch 1718 | loss: 0.0311904 | val_loss: 0.0311877 | Time: 1451.21 ms
[2020-12-18 01:59:26 main:581] : INFO : Epoch 1719 | loss: 0.0311906 | val_loss: 0.0311865 | Time: 1458.42 ms
[2020-12-18 01:59:28 main:581] : INFO : Epoch 1720 | loss: 0.0311914 | val_loss: 0.0311875 | Time: 1428.62 ms
[2020-12-18 01:59:29 main:581] : INFO : Epoch 1721 | loss: 0.0311935 | val_loss: 0.0312016 | Time: 1427.46 ms
[2020-12-18 01:59:30 main:581] : INFO : Epoch 1722 | loss: 0.0311939 | val_loss: 0.0311979 | Time: 1423.8 ms
[2020-12-18 01:59:32 main:581] : INFO : Epoch 1723 | loss: 0.0311912 | val_loss: 0.0311834 | Time: 1441.09 ms
[2020-12-18 01:59:33 main:581] : INFO : Epoch 1724 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1432.76 ms
[2020-12-18 01:59:35 main:581] : INFO : Epoch 1725 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 1434.29 ms
[2020-12-18 01:59:36 main:581] : INFO : Epoch 1726 | loss: 0.0311857 | val_loss: 0.0311831 | Time: 1435.99 ms
[2020-12-18 01:59:38 main:581] : INFO : Epoch 1727 | loss: 0.0311858 | val_loss: 0.0311816 | Time: 1468.61 ms
[2020-12-18 01:59:39 main:581] : INFO : Epoch 1728 | loss: 0.0311832 | val_loss: 0.0311797 | Time: 1461.16 ms
[2020-12-18 01:59:41 main:581] : INFO : Epoch 1729 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 1462.61 ms
[2020-12-18 01:59:42 main:581] : INFO : Epoch 1730 | loss: 0.0311862 | val_loss: 0.0312015 | Time: 1461.74 ms
[2020-12-18 01:59:44 main:581] : INFO : Epoch 1731 | loss: 0.031191 | val_loss: 0.0311788 | Time: 1482.08 ms
[2020-12-18 01:59:45 main:581] : INFO : Epoch 1732 | loss: 0.0311797 | val_loss: 0.031178 | Time: 1542.29 ms
[2020-12-18 01:59:47 main:581] : INFO : Epoch 1733 | loss: 0.0311784 | val_loss: 0.031182 | Time: 1500.12 ms
[2020-12-18 01:59:48 main:581] : INFO : Epoch 1734 | loss: 0.0311793 | val_loss: 0.0311788 | Time: 1497.29 ms
[2020-12-18 01:59:50 main:581] : INFO : Epoch 1735 | loss: 0.0311805 | val_loss: 0.0311782 | Time: 1481.38 ms
[2020-12-18 01:59:51 main:581] : INFO : Epoch 1736 | loss: 0.031175 | val_loss: 0.0311756 | Time: 1509.59 ms
[2020-12-18 01:59:53 main:581] : INFO : Epoch 1737 | loss: 0.0311793 | val_loss: 0.0311936 | Time: 1530.05 ms
[2020-12-18 01:59:54 main:581] : INFO : Epoch 1738 | loss: 0.0311797 | val_loss: 0.0311759 | Time: 1506.97 ms
[2020-12-18 01:59:56 main:581] : INFO : Epoch 1739 | loss: 0.0311777 | val_loss: 0.031173 | Time: 1538.73 ms
[2020-12-18 01:59:57 main:581] : INFO : Epoch 1740 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 1503.35 ms
[2020-12-18 01:59:59 main:581] : INFO : Epoch 1741 | loss: 0.0311764 | val_loss: 0.0311735 | Time: 1477.82 ms
[2020-12-18 02:00:00 main:581] : INFO : Epoch 1742 | loss: 0.0311731 | val_loss: 0.0311728 | Time: 1450.03 ms
[2020-12-18 02:00:02 main:581] : INFO : Epoch 1743 | loss: 0.031171 | val_loss: 0.0311705 | Time: 1451.58 ms
[2020-12-18 02:00:03 main:581] : INFO : Epoch 1744 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 1501.54 ms
[2020-12-18 02:00:05 main:581] : INFO : Epoch 1745 | loss: 0.0311712 | val_loss: 0.0311699 | Time: 1535.71 ms
[2020-12-18 02:00:06 main:581] : INFO : Epoch 1746 | loss: 0.0311696 | val_loss: 0.0311689 | Time: 1537.07 ms
[2020-12-18 02:00:08 main:581] : INFO : Epoch 1747 | loss: 0.0311686 | val_loss: 0.0311695 | Time: 1524.71 ms
[2020-12-18 02:00:09 main:581] : INFO : Epoch 1748 | loss: 0.0311693 | val_loss: 0.0311767 | Time: 1504.3 ms
[2020-12-18 02:00:11 main:581] : INFO : Epoch 1749 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 1478.47 ms
[2020-12-18 02:00:12 main:581] : INFO : Epoch 1750 | loss: 0.0311712 | val_loss: 0.0311681 | Time: 1484.15 ms
[2020-12-18 02:00:14 main:581] : INFO : Epoch 1751 | loss: 0.0311749 | val_loss: 0.0311747 | Time: 1479.4 ms
[2020-12-18 02:00:15 main:581] : INFO : Epoch 1752 | loss: 0.0311738 | val_loss: 0.0311694 | Time: 1461.82 ms
[2020-12-18 02:00:17 main:581] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311677 | Time: 1480.02 ms
[2020-12-18 02:00:18 main:581] : INFO : Epoch 1754 | loss: 0.0311712 | val_loss: 0.0311714 | Time: 1480.87 ms
[2020-12-18 02:00:20 main:581] : INFO : Epoch 1755 | loss: 0.0311703 | val_loss: 0.0311712 | Time: 1485.56 ms
[2020-12-18 02:00:21 main:581] : INFO : Epoch 1756 | loss: 0.0311679 | val_loss: 0.0311679 | Time: 1477.55 ms
[2020-12-18 02:00:22 main:581] : INFO : Epoch 1757 | loss: 0.0311699 | val_loss: 0.031168 | Time: 1471.36 ms
[2020-12-18 02:00:24 main:581] : INFO : Epoch 1758 | loss: 0.031166 | val_loss: 0.0311681 | Time: 1478.1 ms
[2020-12-18 02:00:25 main:581] : INFO : Epoch 1759 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1452.92 ms
[2020-12-18 02:00:27 main:581] : INFO : Epoch 1760 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 1461.58 ms
[2020-12-18 02:00:28 main:581] : INFO : Epoch 1761 | loss: 0.0311708 | val_loss: 0.0311689 | Time: 1464.68 ms
[2020-12-18 02:00:30 main:581] : INFO : Epoch 1762 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 1444.39 ms
[2020-12-18 02:00:31 main:581] : INFO : Epoch 1763 | loss: 0.0311638 | val_loss: 0.0311688 | Time: 1432.35 ms
[2020-12-18 02:00:33 main:581] : INFO : Epoch 1764 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 1450.79 ms
[2020-12-18 02:00:34 main:581] : INFO : Epoch 1765 | loss: 0.031163 | val_loss: 0.0311731 | Time: 1424.76 ms
[2020-12-18 02:00:35 main:581] : INFO : Epoch 1766 | loss: 0.0311658 | val_loss: 0.0311826 | Time: 1421.94 ms
[2020-12-18 02:00:37 main:581] : INFO : Epoch 1767 | loss: 0.0311646 | val_loss: 0.0311708 | Time: 1434.71 ms
[2020-12-18 02:00:38 main:581] : INFO : Epoch 1768 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 1430.36 ms
[2020-12-18 02:00:40 main:581] : INFO : Epoch 1769 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 1441.54 ms
[2020-12-18 02:00:41 main:581] : INFO : Epoch 1770 | loss: 0.031162 | val_loss: 0.0311676 | Time: 1451.18 ms
[2020-12-18 02:00:43 main:581] : INFO : Epoch 1771 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 1421.56 ms
[2020-12-18 02:00:44 main:581] : INFO : Epoch 1772 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 1439.14 ms
[2020-12-18 02:00:46 main:581] : INFO : Epoch 1773 | loss: 0.0311631 | val_loss: 0.0311668 | Time: 1426.4 ms
[2020-12-18 02:00:47 main:581] : INFO : Epoch 1774 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 1425.01 ms
[2020-12-18 02:00:48 main:581] : INFO : Epoch 1775 | loss: 0.03116 | val_loss: 0.0311665 | Time: 1422.38 ms
[2020-12-18 02:00:50 main:581] : INFO : Epoch 1776 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 1446.18 ms
[2020-12-18 02:00:51 main:581] : INFO : Epoch 1777 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 1427.65 ms
[2020-12-18 02:00:53 main:581] : INFO : Epoch 1778 | loss: 0.0311663 | val_loss: 0.0311665 | Time: 1449.15 ms
[2020-12-18 02:00:54 main:581] : INFO : Epoch 1779 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 1427 ms
[2020-12-18 02:00:56 main:581] : INFO : Epoch 1780 | loss: 0.0311606 | val_loss: 0.0311765 | Time: 1430.76 ms
[2020-12-18 02:00:57 main:581] : INFO : Epoch 1781 | loss: 0.0311621 | val_loss: 0.0311672 | Time: 1450.6 ms
[2020-12-18 02:00:58 main:581] : INFO : Epoch 1782 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 1447.04 ms
[2020-12-18 02:01:00 main:581] : INFO : Epoch 1783 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 1476.77 ms
[2020-12-18 02:01:01 main:581] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311801 | Time: 1506.52 ms
[2020-12-18 02:01:03 main:581] : INFO : Epoch 1785 | loss: 0.0311621 | val_loss: 0.03117 | Time: 1530.96 ms
[2020-12-18 02:01:05 main:581] : INFO : Epoch 1786 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 1536.98 ms
[2020-12-18 02:01:06 main:581] : INFO : Epoch 1787 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 1522.04 ms
[2020-12-18 02:01:08 main:581] : INFO : Epoch 1788 | loss: 0.0311576 | val_loss: 0.0311765 | Time: 1526.43 ms
[2020-12-18 02:01:09 main:581] : INFO : Epoch 1789 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 1552.58 ms
[2020-12-18 02:01:11 main:581] : INFO : Epoch 1790 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 1536.28 ms
[2020-12-18 02:01:12 main:581] : INFO : Epoch 1791 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 1523.66 ms
[2020-12-18 02:01:14 main:581] : INFO : Epoch 1792 | loss: 0.031155 | val_loss: 0.0311734 | Time: 1545.34 ms
[2020-12-18 02:01:15 main:581] : INFO : Epoch 1793 | loss: 0.0311546 | val_loss: 0.0311769 | Time: 1530.45 ms
[2020-12-18 02:01:17 main:581] : INFO : Epoch 1794 | loss: 0.0311552 | val_loss: 0.0311712 | Time: 1558.09 ms
[2020-12-18 02:01:18 main:581] : INFO : Epoch 1795 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 1523.27 ms
[2020-12-18 02:01:20 main:581] : INFO : Epoch 1796 | loss: 0.0311533 | val_loss: 0.0311771 | Time: 1500.04 ms
[2020-12-18 02:01:21 main:581] : INFO : Epoch 1797 | loss: 0.0312049 | val_loss: 0.0312048 | Time: 1522.36 ms
[2020-12-18 02:01:23 main:581] : INFO : Epoch 1798 | loss: 0.0311932 | val_loss: 0.0311897 | Time: 1499.72 ms
[2020-12-18 02:01:24 main:581] : INFO : Epoch 1799 | loss: 0.0311804 | val_loss: 0.031172 | Time: 1497.84 ms
[2020-12-18 02:01:26 main:581] : INFO : Epoch 1800 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 1499.49 ms
[2020-12-18 02:01:27 main:581] : INFO : Epoch 1801 | loss: 0.0311718 | val_loss: 0.0311669 | Time: 1421.93 ms
[2020-12-18 02:01:29 main:581] : INFO : Epoch 1802 | loss: 0.031167 | val_loss: 0.0311694 | Time: 1423.75 ms
[2020-12-18 02:01:30 main:581] : INFO : Epoch 1803 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 1421.95 ms
[2020-12-18 02:01:32 main:581] : INFO : Epoch 1804 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 1408.85 ms
[2020-12-18 02:01:33 main:581] : INFO : Epoch 1805 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 1415.38 ms
[2020-12-18 02:01:34 main:581] : INFO : Epoch 1806 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 1412.59 ms
[2020-12-18 02:01:36 main:581] : INFO : Epoch 1807 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 1421.23 ms
[2020-12-18 02:01:37 main:581] : INFO : Epoch 1808 | loss: 0.0311603 | val_loss: 0.0311634 | Time: 1427.52 ms
[2020-12-18 02:01:39 main:581] : INFO : Epoch 1809 | loss: 0.0311582 | val_loss: 0.031164 | Time: 1422.68 ms
[2020-12-18 02:01:40 main:581] : INFO : Epoch 1810 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 1404.82 ms
[2020-12-18 02:01:41 main:581] : INFO : Epoch 1811 | loss: 0.0311559 | val_loss: 0.0311698 | Time: 1430.88 ms
[2020-12-18 02:01:43 main:581] : INFO : Epoch 1812 | loss: 0.0311569 | val_loss: 0.0311655 | Time: 1431.19 ms
[2020-12-18 02:01:44 main:581] : INFO : Epoch 1813 | loss: 0.0311581 | val_loss: 0.0311762 | Time: 1431.29 ms
[2020-12-18 02:01:46 main:581] : INFO : Epoch 1814 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 1437.78 ms
[2020-12-18 02:01:47 main:581] : INFO : Epoch 1815 | loss: 0.0311566 | val_loss: 0.0311822 | Time: 1413.7 ms
[2020-12-18 02:01:49 main:581] : INFO : Epoch 1816 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 1420.22 ms
[2020-12-18 02:01:50 main:581] : INFO : Epoch 1817 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 1429.47 ms
[2020-12-18 02:01:51 main:581] : INFO : Epoch 1818 | loss: 0.0311507 | val_loss: 0.0311657 | Time: 1414.81 ms
[2020-12-18 02:01:53 main:581] : INFO : Epoch 1819 | loss: 0.0311494 | val_loss: 0.0311679 | Time: 1445.03 ms
[2020-12-18 02:01:54 main:581] : INFO : Epoch 1820 | loss: 0.0311521 | val_loss: 0.0311684 | Time: 1418.08 ms
[2020-12-18 02:01:56 main:581] : INFO : Epoch 1821 | loss: 0.0311555 | val_loss: 0.0311737 | Time: 1421.74 ms
[2020-12-18 02:01:57 main:581] : INFO : Epoch 1822 | loss: 0.0311502 | val_loss: 0.0311678 | Time: 1436.76 ms
[2020-12-18 02:01:59 main:581] : INFO : Epoch 1823 | loss: 0.0311478 | val_loss: 0.031166 | Time: 1424.57 ms
[2020-12-18 02:02:00 main:581] : INFO : Epoch 1824 | loss: 0.0311461 | val_loss: 0.0311712 | Time: 1423.09 ms
[2020-12-18 02:02:01 main:581] : INFO : Epoch 1825 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 1434.82 ms
[2020-12-18 02:02:03 main:581] : INFO : Epoch 1826 | loss: 0.0311455 | val_loss: 0.0311702 | Time: 1448 ms
[2020-12-18 02:02:04 main:581] : INFO : Epoch 1827 | loss: 0.0311449 | val_loss: 0.0311705 | Time: 1534.94 ms
[2020-12-18 02:02:06 main:581] : INFO : Epoch 1828 | loss: 0.0311471 | val_loss: 0.0311725 | Time: 1503.64 ms
[2020-12-18 02:02:07 main:581] : INFO : Epoch 1829 | loss: 0.0311446 | val_loss: 0.0311717 | Time: 1508.18 ms
[2020-12-18 02:02:09 main:581] : INFO : Epoch 1830 | loss: 0.0311429 | val_loss: 0.0311708 | Time: 1530.87 ms
[2020-12-18 02:02:10 main:581] : INFO : Epoch 1831 | loss: 0.0311423 | val_loss: 0.0311718 | Time: 1486.09 ms
[2020-12-18 02:02:12 main:581] : INFO : Epoch 1832 | loss: 0.0311427 | val_loss: 0.0311757 | Time: 1531.56 ms
[2020-12-18 02:02:13 main:581] : INFO : Epoch 1833 | loss: 0.031143 | val_loss: 0.0311717 | Time: 1501.74 ms
[2020-12-18 02:02:15 main:581] : INFO : Epoch 1834 | loss: 0.0311472 | val_loss: 0.0311951 | Time: 1510.58 ms
[2020-12-18 02:02:16 main:581] : INFO : Epoch 1835 | loss: 0.0311543 | val_loss: 0.0311889 | Time: 1484.55 ms
[2020-12-18 02:02:18 main:581] : INFO : Epoch 1836 | loss: 0.0311436 | val_loss: 0.0311734 | Time: 1473.21 ms
[2020-12-18 02:02:19 main:581] : INFO : Epoch 1837 | loss: 0.0311424 | val_loss: 0.0311707 | Time: 1464.81 ms
[2020-12-18 02:02:21 main:581] : INFO : Epoch 1838 | loss: 0.0311458 | val_loss: 0.0311767 | Time: 1475.08 ms
[2020-12-18 02:02:22 main:581] : INFO : Epoch 1839 | loss: 0.0311403 | val_loss: 0.0311752 | Time: 1462.22 ms
[2020-12-18 02:02:24 main:581] : INFO : Epoch 1840 | loss: 0.0311387 | val_loss: 0.0311733 | Time: 1481.84 ms
[2020-12-18 02:02:25 main:581] : INFO : Epoch 1841 | loss: 0.0311395 | val_loss: 0.0311722 | Time: 1480.24 ms
[2020-12-18 02:02:27 main:581] : INFO : Epoch 1842 | loss: 0.0311405 | val_loss: 0.0311725 | Time: 1492.61 ms
[2020-12-18 02:02:28 main:581] : INFO : Epoch 1843 | loss: 0.0311417 | val_loss: 0.0311721 | Time: 1478.37 ms
[2020-12-18 02:02:30 main:581] : INFO : Epoch 1844 | loss: 0.0311377 | val_loss: 0.0311758 | Time: 1477.5 ms
[2020-12-18 02:02:31 main:581] : INFO : Epoch 1845 | loss: 0.0311388 | val_loss: 0.0311747 | Time: 1475.1 ms
[2020-12-18 02:02:33 main:581] : INFO : Epoch 1846 | loss: 0.0311446 | val_loss: 0.0311776 | Time: 1467 ms
[2020-12-18 02:02:34 main:581] : INFO : Epoch 1847 | loss: 0.031139 | val_loss: 0.031179 | Time: 1487.37 ms
[2020-12-18 02:02:36 main:581] : INFO : Epoch 1848 | loss: 0.0311407 | val_loss: 0.0311683 | Time: 1479.55 ms
[2020-12-18 02:02:37 main:581] : INFO : Epoch 1849 | loss: 0.031138 | val_loss: 0.03117 | Time: 1442.43 ms
[2020-12-18 02:02:39 main:581] : INFO : Epoch 1850 | loss: 0.0311373 | val_loss: 0.031174 | Time: 1463.99 ms
[2020-12-18 02:02:40 main:581] : INFO : Epoch 1851 | loss: 0.0311356 | val_loss: 0.0311727 | Time: 1440.69 ms
[2020-12-18 02:02:42 main:581] : INFO : Epoch 1852 | loss: 0.0311368 | val_loss: 0.0311778 | Time: 1475.91 ms
[2020-12-18 02:02:43 main:581] : INFO : Epoch 1853 | loss: 0.0311364 | val_loss: 0.0311769 | Time: 1459.5 ms
[2020-12-18 02:02:44 main:581] : INFO : Epoch 1854 | loss: 0.031133 | val_loss: 0.0311762 | Time: 1461.48 ms
[2020-12-18 02:02:46 main:581] : INFO : Epoch 1855 | loss: 0.0311381 | val_loss: 0.0311738 | Time: 1488.14 ms
[2020-12-18 02:02:47 main:581] : INFO : Epoch 1856 | loss: 0.0311352 | val_loss: 0.031172 | Time: 1476.28 ms
[2020-12-18 02:02:49 main:581] : INFO : Epoch 1857 | loss: 0.0311372 | val_loss: 0.0311744 | Time: 1486.8 ms
[2020-12-18 02:02:50 main:581] : INFO : Epoch 1858 | loss: 0.0311382 | val_loss: 0.0311714 | Time: 1485.39 ms
[2020-12-18 02:02:52 main:581] : INFO : Epoch 1859 | loss: 0.0311367 | val_loss: 0.0311788 | Time: 1476.39 ms
[2020-12-18 02:02:53 main:581] : INFO : Epoch 1860 | loss: 0.0311354 | val_loss: 0.031175 | Time: 1497.54 ms
[2020-12-18 02:02:55 main:581] : INFO : Epoch 1861 | loss: 0.0311344 | val_loss: 0.0311823 | Time: 1470.96 ms
[2020-12-18 02:02:56 main:581] : INFO : Epoch 1862 | loss: 0.0311371 | val_loss: 0.0311723 | Time: 1491.53 ms
[2020-12-18 02:02:58 main:581] : INFO : Epoch 1863 | loss: 0.0311363 | val_loss: 0.03118 | Time: 1488.77 ms
[2020-12-18 02:02:59 main:581] : INFO : Epoch 1864 | loss: 0.0311344 | val_loss: 0.0311732 | Time: 1485.56 ms
[2020-12-18 02:03:01 main:581] : INFO : Epoch 1865 | loss: 0.0311369 | val_loss: 0.0311748 | Time: 1480.61 ms
[2020-12-18 02:03:02 main:581] : INFO : Epoch 1866 | loss: 0.0311419 | val_loss: 0.0311857 | Time: 1486.7 ms
[2020-12-18 02:03:04 main:581] : INFO : Epoch 1867 | loss: 0.0311328 | val_loss: 0.0311756 | Time: 1486.65 ms
[2020-12-18 02:03:05 main:581] : INFO : Epoch 1868 | loss: 0.0311317 | val_loss: 0.0311717 | Time: 1499.78 ms
[2020-12-18 02:03:07 main:581] : INFO : Epoch 1869 | loss: 0.0311341 | val_loss: 0.0311806 | Time: 1501.64 ms
[2020-12-18 02:03:08 main:581] : INFO : Epoch 1870 | loss: 0.0311357 | val_loss: 0.0311813 | Time: 1459.83 ms
[2020-12-18 02:03:10 main:581] : INFO : Epoch 1871 | loss: 0.0311347 | val_loss: 0.031172 | Time: 1472.43 ms
[2020-12-18 02:03:11 main:581] : INFO : Epoch 1872 | loss: 0.0311355 | val_loss: 0.031174 | Time: 1457.24 ms
[2020-12-18 02:03:13 main:581] : INFO : Epoch 1873 | loss: 0.0311379 | val_loss: 0.0311747 | Time: 1479.2 ms
[2020-12-18 02:03:14 main:581] : INFO : Epoch 1874 | loss: 0.0311359 | val_loss: 0.0311722 | Time: 1493.41 ms
[2020-12-18 02:03:16 main:581] : INFO : Epoch 1875 | loss: 0.0311348 | val_loss: 0.0311767 | Time: 1485.28 ms
[2020-12-18 02:03:17 main:581] : INFO : Epoch 1876 | loss: 0.0311322 | val_loss: 0.031175 | Time: 1497.97 ms
[2020-12-18 02:03:19 main:581] : INFO : Epoch 1877 | loss: 0.0311329 | val_loss: 0.0311761 | Time: 1466.36 ms
[2020-12-18 02:03:20 main:581] : INFO : Epoch 1878 | loss: 0.0311362 | val_loss: 0.0311702 | Time: 1451.75 ms
[2020-12-18 02:03:21 main:581] : INFO : Epoch 1879 | loss: 0.0311368 | val_loss: 0.0311794 | Time: 1446.18 ms
[2020-12-18 02:03:23 main:581] : INFO : Epoch 1880 | loss: 0.0311344 | val_loss: 0.0311815 | Time: 1461.06 ms
[2020-12-18 02:03:24 main:581] : INFO : Epoch 1881 | loss: 0.0311362 | val_loss: 0.0311793 | Time: 1444.88 ms
[2020-12-18 02:03:26 main:581] : INFO : Epoch 1882 | loss: 0.0311306 | val_loss: 0.0311769 | Time: 1483.35 ms
[2020-12-18 02:03:27 main:581] : INFO : Epoch 1883 | loss: 0.0311291 | val_loss: 0.0311717 | Time: 1452.6 ms
[2020-12-18 02:03:29 main:581] : INFO : Epoch 1884 | loss: 0.0311271 | val_loss: 0.0311791 | Time: 1463.98 ms
[2020-12-18 02:03:30 main:581] : INFO : Epoch 1885 | loss: 0.0311304 | val_loss: 0.0311741 | Time: 1463.94 ms
[2020-12-18 02:03:32 main:581] : INFO : Epoch 1886 | loss: 0.0311325 | val_loss: 0.0311711 | Time: 1462.1 ms
[2020-12-18 02:03:33 main:581] : INFO : Epoch 1887 | loss: 0.0311314 | val_loss: 0.0311697 | Time: 1463.82 ms
[2020-12-18 02:03:35 main:581] : INFO : Epoch 1888 | loss: 0.0311328 | val_loss: 0.0311748 | Time: 1482.33 ms
[2020-12-18 02:03:36 main:581] : INFO : Epoch 1889 | loss: 0.0311275 | val_loss: 0.0311744 | Time: 1500.34 ms
[2020-12-18 02:03:38 main:581] : INFO : Epoch 1890 | loss: 0.0311266 | val_loss: 0.0311704 | Time: 1464.79 ms
[2020-12-18 02:03:39 main:581] : INFO : Epoch 1891 | loss: 0.0311268 | val_loss: 0.0311701 | Time: 1456.22 ms
[2020-12-18 02:03:41 main:581] : INFO : Epoch 1892 | loss: 0.0311276 | val_loss: 0.0311827 | Time: 1473.37 ms
[2020-12-18 02:03:42 main:581] : INFO : Epoch 1893 | loss: 0.0311295 | val_loss: 0.0311792 | Time: 1456.77 ms
[2020-12-18 02:03:43 main:581] : INFO : Epoch 1894 | loss: 0.0311276 | val_loss: 0.031181 | Time: 1464.56 ms
[2020-12-18 02:03:45 main:581] : INFO : Epoch 1895 | loss: 0.0311279 | val_loss: 0.0311855 | Time: 1460.3 ms
[2020-12-18 02:03:46 main:581] : INFO : Epoch 1896 | loss: 0.0311283 | val_loss: 0.0311784 | Time: 1467.43 ms
[2020-12-18 02:03:48 main:581] : INFO : Epoch 1897 | loss: 0.0311305 | val_loss: 0.0311771 | Time: 1468.51 ms
[2020-12-18 02:03:49 main:581] : INFO : Epoch 1898 | loss: 0.0311341 | val_loss: 0.0311811 | Time: 1476.4 ms
[2020-12-18 02:03:51 main:581] : INFO : Epoch 1899 | loss: 0.0311339 | val_loss: 0.0311744 | Time: 1477.08 ms
[2020-12-18 02:03:52 main:581] : INFO : Epoch 1900 | loss: 0.0311301 | val_loss: 0.0311767 | Time: 1478.9 ms
[2020-12-18 02:03:54 main:581] : INFO : Epoch 1901 | loss: 0.0311283 | val_loss: 0.0311781 | Time: 1467.66 ms
[2020-12-18 02:03:55 main:581] : INFO : Epoch 1902 | loss: 0.0311253 | val_loss: 0.0311765 | Time: 1480.17 ms
[2020-12-18 02:03:57 main:581] : INFO : Epoch 1903 | loss: 0.031125 | val_loss: 0.0311758 | Time: 1478.47 ms
[2020-12-18 02:03:58 main:581] : INFO : Epoch 1904 | loss: 0.0311238 | val_loss: 0.0311761 | Time: 1481.52 ms
[2020-12-18 02:04:00 main:581] : INFO : Epoch 1905 | loss: 0.0311317 | val_loss: 0.0311861 | Time: 1456.75 ms
[2020-12-18 02:04:01 main:581] : INFO : Epoch 1906 | loss: 0.0311337 | val_loss: 0.0311757 | Time: 1477.28 ms
[2020-12-18 02:04:03 main:581] : INFO : Epoch 1907 | loss: 0.0311326 | val_loss: 0.0311806 | Time: 1491.72 ms
[2020-12-18 02:04:04 main:581] : INFO : Epoch 1908 | loss: 0.0311267 | val_loss: 0.0311824 | Time: 1507.54 ms
[2020-12-18 02:04:06 main:581] : INFO : Epoch 1909 | loss: 0.031127 | val_loss: 0.0311707 | Time: 1477.35 ms
[2020-12-18 02:04:07 main:581] : INFO : Epoch 1910 | loss: 0.0311246 | val_loss: 0.031178 | Time: 1488.51 ms
[2020-12-18 02:04:09 main:581] : INFO : Epoch 1911 | loss: 0.0311237 | val_loss: 0.0311775 | Time: 1454.53 ms
[2020-12-18 02:04:10 main:581] : INFO : Epoch 1912 | loss: 0.0311258 | val_loss: 0.0311752 | Time: 1463.39 ms
[2020-12-18 02:04:12 main:581] : INFO : Epoch 1913 | loss: 0.0311259 | val_loss: 0.0311708 | Time: 1495.54 ms
[2020-12-18 02:04:13 main:581] : INFO : Epoch 1914 | loss: 0.0311239 | val_loss: 0.0311831 | Time: 1537.98 ms
[2020-12-18 02:04:15 main:581] : INFO : Epoch 1915 | loss: 0.0311237 | val_loss: 0.0311844 | Time: 1508.79 ms
[2020-12-18 02:04:16 main:581] : INFO : Epoch 1916 | loss: 0.0311257 | val_loss: 0.0311819 | Time: 1543.94 ms
[2020-12-18 02:04:18 main:581] : INFO : Epoch 1917 | loss: 0.0311334 | val_loss: 0.0311769 | Time: 1498.29 ms
[2020-12-18 02:04:19 main:581] : INFO : Epoch 1918 | loss: 0.0311242 | val_loss: 0.0311753 | Time: 1512.96 ms
[2020-12-18 02:04:21 main:581] : INFO : Epoch 1919 | loss: 0.0311223 | val_loss: 0.0311761 | Time: 1513.32 ms
[2020-12-18 02:04:22 main:581] : INFO : Epoch 1920 | loss: 0.031123 | val_loss: 0.0311823 | Time: 1512.45 ms
[2020-12-18 02:04:24 main:581] : INFO : Epoch 1921 | loss: 0.0311202 | val_loss: 0.0311811 | Time: 1502.06 ms
[2020-12-18 02:04:25 main:581] : INFO : Epoch 1922 | loss: 0.0311222 | val_loss: 0.0311734 | Time: 1496.25 ms
[2020-12-18 02:04:27 main:581] : INFO : Epoch 1923 | loss: 0.0311242 | val_loss: 0.0311832 | Time: 1504.37 ms
[2020-12-18 02:04:28 main:581] : INFO : Epoch 1924 | loss: 0.0311221 | val_loss: 0.0311756 | Time: 1498.79 ms
[2020-12-18 02:04:30 main:581] : INFO : Epoch 1925 | loss: 0.0311249 | val_loss: 0.031179 | Time: 1485 ms
[2020-12-18 02:04:31 main:581] : INFO : Epoch 1926 | loss: 0.0311247 | val_loss: 0.0311734 | Time: 1503.47 ms
[2020-12-18 02:04:33 main:581] : INFO : Epoch 1927 | loss: 0.0311217 | val_loss: 0.0311817 | Time: 1477.49 ms
[2020-12-18 02:04:34 main:581] : INFO : Epoch 1928 | loss: 0.0311219 | val_loss: 0.0311742 | Time: 1521.26 ms
[2020-12-18 02:04:36 main:581] : INFO : Epoch 1929 | loss: 0.0311257 | val_loss: 0.0311768 | Time: 1507.79 ms
[2020-12-18 02:04:37 main:581] : INFO : Epoch 1930 | loss: 0.0311196 | val_loss: 0.0311758 | Time: 1513.58 ms
[2020-12-18 02:04:39 main:581] : INFO : Epoch 1931 | loss: 0.0311213 | val_loss: 0.0311772 | Time: 1500.86 ms
[2020-12-18 02:04:40 main:581] : INFO : Epoch 1932 | loss: 0.0311182 | val_loss: 0.0311765 | Time: 1536.89 ms
[2020-12-18 02:04:42 main:581] : INFO : Epoch 1933 | loss: 0.0311199 | val_loss: 0.0311803 | Time: 1517.76 ms
[2020-12-18 02:04:43 main:581] : INFO : Epoch 1934 | loss: 0.0311214 | val_loss: 0.0311807 | Time: 1509.45 ms
[2020-12-18 02:04:45 main:581] : INFO : Epoch 1935 | loss: 0.0311214 | val_loss: 0.0311754 | Time: 1509.41 ms
[2020-12-18 02:04:46 main:581] : INFO : Epoch 1936 | loss: 0.0311214 | val_loss: 0.0311732 | Time: 1532.24 ms
[2020-12-18 02:04:48 main:581] : INFO : Epoch 1937 | loss: 0.0311249 | val_loss: 0.0311702 | Time: 1547.97 ms
[2020-12-18 02:04:49 main:581] : INFO : Epoch 1938 | loss: 0.0311217 | val_loss: 0.0311882 | Time: 1477.79 ms
[2020-12-18 02:04:51 main:581] : INFO : Epoch 1939 | loss: 0.0311299 | val_loss: 0.0311719 | Time: 1513.17 ms
[2020-12-18 02:04:52 main:581] : INFO : Epoch 1940 | loss: 0.0311284 | val_loss: 0.0311806 | Time: 1516.97 ms
[2020-12-18 02:04:54 main:581] : INFO : Epoch 1941 | loss: 0.0311288 | val_loss: 0.0311793 | Time: 1495.75 ms
[2020-12-18 02:04:55 main:581] : INFO : Epoch 1942 | loss: 0.0311274 | val_loss: 0.0311977 | Time: 1542.9 ms
[2020-12-18 02:04:57 main:581] : INFO : Epoch 1943 | loss: 0.0311252 | val_loss: 0.0311771 | Time: 1508.59 ms
[2020-12-18 02:04:58 main:581] : INFO : Epoch 1944 | loss: 0.0311194 | val_loss: 0.0311852 | Time: 1517.7 ms
[2020-12-18 02:05:00 main:581] : INFO : Epoch 1945 | loss: 0.0311172 | val_loss: 0.0311756 | Time: 1508.48 ms
[2020-12-18 02:05:01 main:581] : INFO : Epoch 1946 | loss: 0.0311181 | val_loss: 0.0311858 | Time: 1513.73 ms
[2020-12-18 02:05:03 main:581] : INFO : Epoch 1947 | loss: 0.0311207 | val_loss: 0.0311799 | Time: 1515.9 ms
[2020-12-18 02:05:04 main:581] : INFO : Epoch 1948 | loss: 0.0311208 | val_loss: 0.0311749 | Time: 1510.93 ms
[2020-12-18 02:05:06 main:581] : INFO : Epoch 1949 | loss: 0.0311193 | val_loss: 0.0311754 | Time: 1497.92 ms
[2020-12-18 02:05:07 main:581] : INFO : Epoch 1950 | loss: 0.0311185 | val_loss: 0.031178 | Time: 1492.92 ms
[2020-12-18 02:05:09 main:581] : INFO : Epoch 1951 | loss: 0.0311172 | val_loss: 0.0311816 | Time: 1467.87 ms
[2020-12-18 02:05:10 main:581] : INFO : Epoch 1952 | loss: 0.0311291 | val_loss: 0.0311741 | Time: 1520.27 ms
[2020-12-18 02:05:12 main:581] : INFO : Epoch 1953 | loss: 0.0311254 | val_loss: 0.0311691 | Time: 1535.74 ms
[2020-12-18 02:05:13 main:581] : INFO : Epoch 1954 | loss: 0.0311223 | val_loss: 0.0311745 | Time: 1503.82 ms
[2020-12-18 02:05:15 main:581] : INFO : Epoch 1955 | loss: 0.0311226 | val_loss: 0.0311804 | Time: 1470.67 ms
[2020-12-18 02:05:16 main:581] : INFO : Epoch 1956 | loss: 0.0311205 | val_loss: 0.0311799 | Time: 1518.8 ms
[2020-12-18 02:05:18 main:581] : INFO : Epoch 1957 | loss: 0.0311158 | val_loss: 0.0311786 | Time: 1512.22 ms
[2020-12-18 02:05:19 main:581] : INFO : Epoch 1958 | loss: 0.0311164 | val_loss: 0.0311856 | Time: 1523.45 ms
[2020-12-18 02:05:21 main:581] : INFO : Epoch 1959 | loss: 0.0311151 | val_loss: 0.031181 | Time: 1514.8 ms
[2020-12-18 02:05:23 main:581] : INFO : Epoch 1960 | loss: 0.0311166 | val_loss: 0.0311943 | Time: 1526.49 ms
[2020-12-18 02:05:24 main:581] : INFO : Epoch 1961 | loss: 0.0311153 | val_loss: 0.0311881 | Time: 1502.68 ms
[2020-12-18 02:05:26 main:581] : INFO : Epoch 1962 | loss: 0.0311141 | val_loss: 0.0311801 | Time: 1532.53 ms
[2020-12-18 02:05:27 main:581] : INFO : Epoch 1963 | loss: 0.0311169 | val_loss: 0.0311782 | Time: 1512.69 ms
[2020-12-18 02:05:29 main:581] : INFO : Epoch 1964 | loss: 0.0311153 | val_loss: 0.0311796 | Time: 1510.13 ms
[2020-12-18 02:05:30 main:581] : INFO : Epoch 1965 | loss: 0.0311161 | val_loss: 0.0311888 | Time: 1510.53 ms
[2020-12-18 02:05:32 main:581] : INFO : Epoch 1966 | loss: 0.0311186 | val_loss: 0.0311876 | Time: 1544.39 ms
[2020-12-18 02:05:33 main:581] : INFO : Epoch 1967 | loss: 0.0311168 | val_loss: 0.0311899 | Time: 1513.92 ms
[2020-12-18 02:05:35 main:581] : INFO : Epoch 1968 | loss: 0.0311183 | val_loss: 0.0311843 | Time: 1509.67 ms
[2020-12-18 02:05:36 main:581] : INFO : Epoch 1969 | loss: 0.0311219 | val_loss: 0.0311832 | Time: 1533.1 ms
[2020-12-18 02:05:38 main:581] : INFO : Epoch 1970 | loss: 0.0311216 | val_loss: 0.0311842 | Time: 1509.15 ms
[2020-12-18 02:05:39 main:581] : INFO : Epoch 1971 | loss: 0.0311174 | val_loss: 0.0311784 | Time: 1502.9 ms
[2020-12-18 02:05:41 main:581] : INFO : Epoch 1972 | loss: 0.0311152 | val_loss: 0.0311765 | Time: 1514.16 ms
[2020-12-18 02:05:42 main:581] : INFO : Epoch 1973 | loss: 0.0311141 | val_loss: 0.0311862 | Time: 1500.08 ms
[2020-12-18 02:05:44 main:581] : INFO : Epoch 1974 | loss: 0.0311148 | val_loss: 0.0311881 | Time: 1530.99 ms
[2020-12-18 02:05:45 main:581] : INFO : Epoch 1975 | loss: 0.0311147 | val_loss: 0.0311899 | Time: 1526.07 ms
[2020-12-18 02:05:47 main:581] : INFO : Epoch 1976 | loss: 0.0311232 | val_loss: 0.0312166 | Time: 1514.32 ms
[2020-12-18 02:05:48 main:581] : INFO : Epoch 1977 | loss: 0.0311294 | val_loss: 0.0311755 | Time: 1510.78 ms
[2020-12-18 02:05:50 main:581] : INFO : Epoch 1978 | loss: 0.0311223 | val_loss: 0.0311819 | Time: 1504.01 ms
[2020-12-18 02:05:51 main:581] : INFO : Epoch 1979 | loss: 0.0311315 | val_loss: 0.0311787 | Time: 1490.17 ms
[2020-12-18 02:05:53 main:581] : INFO : Epoch 1980 | loss: 0.0311398 | val_loss: 0.0311702 | Time: 1463.42 ms
[2020-12-18 02:05:54 main:581] : INFO : Epoch 1981 | loss: 0.0311327 | val_loss: 0.0311802 | Time: 1488.5 ms
[2020-12-18 02:05:56 main:581] : INFO : Epoch 1982 | loss: 0.0311271 | val_loss: 0.0311773 | Time: 1518.83 ms
[2020-12-18 02:05:57 main:581] : INFO : Epoch 1983 | loss: 0.0311241 | val_loss: 0.0311795 | Time: 1508.31 ms
[2020-12-18 02:05:59 main:581] : INFO : Epoch 1984 | loss: 0.0311346 | val_loss: 0.0311812 | Time: 1495.37 ms
[2020-12-18 02:06:00 main:581] : INFO : Epoch 1985 | loss: 0.031159 | val_loss: 0.0311642 | Time: 1514.48 ms
[2020-12-18 02:06:02 main:581] : INFO : Epoch 1986 | loss: 0.0311444 | val_loss: 0.0311685 | Time: 1505.98 ms
[2020-12-18 02:06:03 main:581] : INFO : Epoch 1987 | loss: 0.0311378 | val_loss: 0.0311695 | Time: 1507.4 ms
[2020-12-18 02:06:05 main:581] : INFO : Epoch 1988 | loss: 0.0311305 | val_loss: 0.0311719 | Time: 1512.93 ms
[2020-12-18 02:06:06 main:581] : INFO : Epoch 1989 | loss: 0.031129 | val_loss: 0.0311715 | Time: 1518.82 ms
[2020-12-18 02:06:08 main:581] : INFO : Epoch 1990 | loss: 0.0311268 | val_loss: 0.031174 | Time: 1531.69 ms
[2020-12-18 02:06:09 main:581] : INFO : Epoch 1991 | loss: 0.0311256 | val_loss: 0.0311746 | Time: 1507.78 ms
[2020-12-18 02:06:11 main:581] : INFO : Epoch 1992 | loss: 0.0311205 | val_loss: 0.0311754 | Time: 1520.27 ms
[2020-12-18 02:06:12 main:581] : INFO : Epoch 1993 | loss: 0.0311233 | val_loss: 0.0311761 | Time: 1496.42 ms
[2020-12-18 02:06:14 main:581] : INFO : Epoch 1994 | loss: 0.0311196 | val_loss: 0.0311775 | Time: 1479.51 ms
[2020-12-18 02:06:15 main:581] : INFO : Epoch 1995 | loss: 0.0311194 | val_loss: 0.0311728 | Time: 1477.12 ms
[2020-12-18 02:06:17 main:581] : INFO : Epoch 1996 | loss: 0.0311159 | val_loss: 0.0311821 | Time: 1505.71 ms
[2020-12-18 02:06:18 main:581] : INFO : Epoch 1997 | loss: 0.0311152 | val_loss: 0.0311813 | Time: 1537.76 ms
[2020-12-18 02:06:20 main:581] : INFO : Epoch 1998 | loss: 0.0311411 | val_loss: 0.0311731 | Time: 1541.55 ms
[2020-12-18 02:06:21 main:581] : INFO : Epoch 1999 | loss: 0.0311481 | val_loss: 0.0311698 | Time: 1523.83 ms
[2020-12-18 02:06:23 main:581] : INFO : Epoch 2000 | loss: 0.0311445 | val_loss: 0.031172 | Time: 1485.65 ms
[2020-12-18 02:06:24 main:581] : INFO : Epoch 2001 | loss: 0.0311387 | val_loss: 0.0311725 | Time: 1511.98 ms
[2020-12-18 02:06:26 main:581] : INFO : Epoch 2002 | loss: 0.0311342 | val_loss: 0.0311788 | Time: 1487.36 ms
[2020-12-18 02:06:27 main:581] : INFO : Epoch 2003 | loss: 0.0311285 | val_loss: 0.0311787 | Time: 1500.25 ms
[2020-12-18 02:06:29 main:581] : INFO : Epoch 2004 | loss: 0.0311267 | val_loss: 0.0311803 | Time: 1468.39 ms
[2020-12-18 02:06:30 main:581] : INFO : Epoch 2005 | loss: 0.0311276 | val_loss: 0.0311795 | Time: 1466.29 ms
[2020-12-18 02:06:32 main:581] : INFO : Epoch 2006 | loss: 0.0311257 | val_loss: 0.031186 | Time: 1472.31 ms
[2020-12-18 02:06:33 main:581] : INFO : Epoch 2007 | loss: 0.031125 | val_loss: 0.0311836 | Time: 1462.53 ms
[2020-12-18 02:06:35 main:581] : INFO : Epoch 2008 | loss: 0.0311233 | val_loss: 0.031178 | Time: 1456.08 ms
[2020-12-18 02:06:36 main:581] : INFO : Epoch 2009 | loss: 0.031125 | val_loss: 0.0311829 | Time: 1483.09 ms
[2020-12-18 02:06:38 main:581] : INFO : Epoch 2010 | loss: 0.0311225 | val_loss: 0.0311737 | Time: 1488.79 ms
[2020-12-18 02:06:39 main:581] : INFO : Epoch 2011 | loss: 0.0311219 | val_loss: 0.0311775 | Time: 1532.29 ms
[2020-12-18 02:06:41 main:581] : INFO : Epoch 2012 | loss: 0.0311212 | val_loss: 0.0311759 | Time: 1500.43 ms
[2020-12-18 02:06:42 main:581] : INFO : Epoch 2013 | loss: 0.03112 | val_loss: 0.0311888 | Time: 1541.2 ms
[2020-12-18 02:06:44 main:581] : INFO : Epoch 2014 | loss: 0.031119 | val_loss: 0.0311805 | Time: 1495.23 ms
[2020-12-18 02:06:45 main:581] : INFO : Epoch 2015 | loss: 0.0311212 | val_loss: 0.0311748 | Time: 1524.48 ms
[2020-12-18 02:06:47 main:581] : INFO : Epoch 2016 | loss: 0.0311192 | val_loss: 0.0311827 | Time: 1520.23 ms
[2020-12-18 02:06:48 main:581] : INFO : Epoch 2017 | loss: 0.031119 | val_loss: 0.0311796 | Time: 1523.03 ms
[2020-12-18 02:06:50 main:581] : INFO : Epoch 2018 | loss: 0.0311151 | val_loss: 0.0311791 | Time: 1550.64 ms
[2020-12-18 02:06:51 main:581] : INFO : Epoch 2019 | loss: 0.0311128 | val_loss: 0.0311787 | Time: 1513.06 ms
[2020-12-18 02:06:53 main:581] : INFO : Epoch 2020 | loss: 0.0311145 | val_loss: 0.0311813 | Time: 1520.2 ms
[2020-12-18 02:06:54 main:581] : INFO : Epoch 2021 | loss: 0.0311139 | val_loss: 0.0311864 | Time: 1516.68 ms
[2020-12-18 02:06:56 main:581] : INFO : Epoch 2022 | loss: 0.0311185 | val_loss: 0.0311757 | Time: 1536.34 ms
[2020-12-18 02:06:58 main:581] : INFO : Epoch 2023 | loss: 0.0311223 | val_loss: 0.0311833 | Time: 1536.58 ms
[2020-12-18 02:06:59 main:581] : INFO : Epoch 2024 | loss: 0.0311214 | val_loss: 0.0311776 | Time: 1513.43 ms
[2020-12-18 02:07:01 main:581] : INFO : Epoch 2025 | loss: 0.0311169 | val_loss: 0.0311817 | Time: 1513.93 ms
[2020-12-18 02:07:02 main:581] : INFO : Epoch 2026 | loss: 0.0311162 | val_loss: 0.0311782 | Time: 1484.53 ms
[2020-12-18 02:07:04 main:581] : INFO : Epoch 2027 | loss: 0.0311161 | val_loss: 0.0311827 | Time: 1493.63 ms
[2020-12-18 02:07:05 main:581] : INFO : Epoch 2028 | loss: 0.0311142 | val_loss: 0.031182 | Time: 1500.02 ms
[2020-12-18 02:07:07 main:581] : INFO : Epoch 2029 | loss: 0.0311155 | val_loss: 0.0311788 | Time: 1477.8 ms
[2020-12-18 02:07:08 main:581] : INFO : Epoch 2030 | loss: 0.0311151 | val_loss: 0.0311863 | Time: 1495.66 ms
[2020-12-18 02:07:10 main:581] : INFO : Epoch 2031 | loss: 0.0311145 | val_loss: 0.0311732 | Time: 1517.95 ms
[2020-12-18 02:07:11 main:581] : INFO : Epoch 2032 | loss: 0.0311121 | val_loss: 0.0311803 | Time: 1520.63 ms
[2020-12-18 02:07:13 main:581] : INFO : Epoch 2033 | loss: 0.0311131 | val_loss: 0.0311812 | Time: 1488.71 ms
[2020-12-18 02:07:14 main:581] : INFO : Epoch 2034 | loss: 0.0311156 | val_loss: 0.0311771 | Time: 1489.9 ms
[2020-12-18 02:07:16 main:581] : INFO : Epoch 2035 | loss: 0.0311165 | val_loss: 0.0311773 | Time: 1530.63 ms
[2020-12-18 02:07:17 main:581] : INFO : Epoch 2036 | loss: 0.0311132 | val_loss: 0.0311785 | Time: 1521.62 ms
[2020-12-18 02:07:19 main:581] : INFO : Epoch 2037 | loss: 0.0311149 | val_loss: 0.0311966 | Time: 1505.84 ms
[2020-12-18 02:07:20 main:581] : INFO : Epoch 2038 | loss: 0.0311105 | val_loss: 0.0311749 | Time: 1523.97 ms
[2020-12-18 02:07:22 main:581] : INFO : Epoch 2039 | loss: 0.0311124 | val_loss: 0.0311767 | Time: 1518.58 ms
[2020-12-18 02:07:23 main:581] : INFO : Epoch 2040 | loss: 0.0311105 | val_loss: 0.0311788 | Time: 1498.1 ms
[2020-12-18 02:07:25 main:581] : INFO : Epoch 2041 | loss: 0.0311115 | val_loss: 0.0311827 | Time: 1510.92 ms
[2020-12-18 02:07:26 main:581] : INFO : Epoch 2042 | loss: 0.0311092 | val_loss: 0.0311899 | Time: 1510.6 ms
[2020-12-18 02:07:28 main:581] : INFO : Epoch 2043 | loss: 0.0311115 | val_loss: 0.0311739 | Time: 1533.29 ms
[2020-12-18 02:07:29 main:581] : INFO : Epoch 2044 | loss: 0.0311153 | val_loss: 0.031194 | Time: 1510.96 ms
[2020-12-18 02:07:31 main:581] : INFO : Epoch 2045 | loss: 0.0311147 | val_loss: 0.0311777 | Time: 1519.51 ms
[2020-12-18 02:07:32 main:581] : INFO : Epoch 2046 | loss: 0.0311159 | val_loss: 0.031175 | Time: 1503.4 ms
[2020-12-18 02:07:34 main:581] : INFO : Epoch 2047 | loss: 0.0311138 | val_loss: 0.0311911 | Time: 1483.9 ms
[2020-12-18 02:07:35 main:581] : INFO : Epoch 2048 | loss: 0.0311122 | val_loss: 0.031178 | Time: 1494.91 ms
[2020-12-18 02:07:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031178
[2020-12-18 02:07:35 main:610] : INFO : Saving end state to config to file
[2020-12-18 02:07:35 main:615] : INFO : Success, exiting..
02:07:35 (2444425): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)