Task 4362974
| Name | ParityMachine-1612728463-19355-2_0 |
| Workunit | 2427638 |
| Created | 10 Mar 2021, 3:28:52 UTC |
| Sent | 20 Mar 2021, 11:50:48 UTC |
| Report deadline | 27 Mar 2021, 11:50:48 UTC |
| Received | 20 Mar 2021, 15:59:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 49 min 3 sec |
| CPU time | 48 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310138 | val_loss: 0.0310767 | Time: 1470.89 ms
[2021-03-20 16:46:47 main:574] : INFO : Epoch 1543 | loss: 0.0310136 | val_loss: 0.0310644 | Time: 1484.82 ms
[2021-03-20 16:46:49 main:574] : INFO : Epoch 1544 | loss: 0.0310134 | val_loss: 0.0310711 | Time: 1471.43 ms
[2021-03-20 16:46:50 main:574] : INFO : Epoch 1545 | loss: 0.0310129 | val_loss: 0.0310683 | Time: 1476.93 ms
[2021-03-20 16:46:52 main:574] : INFO : Epoch 1546 | loss: 0.0310127 | val_loss: 0.031074 | Time: 1472.21 ms
[2021-03-20 16:46:53 main:574] : INFO : Epoch 1547 | loss: 0.031012 | val_loss: 0.0310696 | Time: 1508.09 ms
[2021-03-20 16:46:55 main:574] : INFO : Epoch 1548 | loss: 0.0310096 | val_loss: 0.0310703 | Time: 1489.91 ms
[2021-03-20 16:46:56 main:574] : INFO : Epoch 1549 | loss: 0.0310091 | val_loss: 0.0310814 | Time: 1491.3 ms
[2021-03-20 16:46:58 main:574] : INFO : Epoch 1550 | loss: 0.0310094 | val_loss: 0.0310742 | Time: 1468.62 ms
[2021-03-20 16:46:59 main:574] : INFO : Epoch 1551 | loss: 0.0310149 | val_loss: 0.0310703 | Time: 1476.89 ms
[2021-03-20 16:47:01 main:574] : INFO : Epoch 1552 | loss: 0.0310196 | val_loss: 0.0310669 | Time: 1471.82 ms
[2021-03-20 16:47:02 main:574] : INFO : Epoch 1553 | loss: 0.031009 | val_loss: 0.0310759 | Time: 1478.66 ms
[2021-03-20 16:47:03 main:574] : INFO : Epoch 1554 | loss: 0.0310124 | val_loss: 0.0310731 | Time: 1466.56 ms
[2021-03-20 16:47:05 main:574] : INFO : Epoch 1555 | loss: 0.0310118 | val_loss: 0.0310807 | Time: 1463.59 ms
[2021-03-20 16:47:06 main:574] : INFO : Epoch 1556 | loss: 0.0310107 | val_loss: 0.0310733 | Time: 1462.98 ms
[2021-03-20 16:47:08 main:574] : INFO : Epoch 1557 | loss: 0.0310167 | val_loss: 0.0310792 | Time: 1466.99 ms
[2021-03-20 16:47:09 main:574] : INFO : Epoch 1558 | loss: 0.0310209 | val_loss: 0.0310797 | Time: 1514.57 ms
[2021-03-20 16:47:11 main:574] : INFO : Epoch 1559 | loss: 0.0310387 | val_loss: 0.0310909 | Time: 1466.74 ms
[2021-03-20 16:47:12 main:574] : INFO : Epoch 1560 | loss: 0.0310331 | val_loss: 0.0310715 | Time: 1464.63 ms
[2021-03-20 16:47:14 main:574] : INFO : Epoch 1561 | loss: 0.0310414 | val_loss: 0.0310879 | Time: 1499.05 ms
[2021-03-20 16:47:15 main:574] : INFO : Epoch 1562 | loss: 0.0310455 | val_loss: 0.0310747 | Time: 1456.61 ms
[2021-03-20 16:47:17 main:574] : INFO : Epoch 1563 | loss: 0.0310374 | val_loss: 0.0310769 | Time: 1462.31 ms
[2021-03-20 16:47:18 main:574] : INFO : Epoch 1564 | loss: 0.0310277 | val_loss: 0.0310726 | Time: 1480.39 ms
[2021-03-20 16:47:20 main:574] : INFO : Epoch 1565 | loss: 0.0310241 | val_loss: 0.0310764 | Time: 1477.39 ms
[2021-03-20 16:47:21 main:574] : INFO : Epoch 1566 | loss: 0.0310202 | val_loss: 0.0310649 | Time: 1498.03 ms
[2021-03-20 16:47:23 main:574] : INFO : Epoch 1567 | loss: 0.0310181 | val_loss: 0.0310781 | Time: 1489.82 ms
[2021-03-20 16:47:24 main:574] : INFO : Epoch 1568 | loss: 0.0310173 | val_loss: 0.0310776 | Time: 1464.31 ms
[2021-03-20 16:47:26 main:574] : INFO : Epoch 1569 | loss: 0.0310158 | val_loss: 0.0310714 | Time: 1457.52 ms
[2021-03-20 16:47:27 main:574] : INFO : Epoch 1570 | loss: 0.0310192 | val_loss: 0.031074 | Time: 1450.1 ms
[2021-03-20 16:47:29 main:574] : INFO : Epoch 1571 | loss: 0.0310148 | val_loss: 0.031068 | Time: 1476.12 ms
[2021-03-20 16:47:30 main:574] : INFO : Epoch 1572 | loss: 0.0310201 | val_loss: 0.0310942 | Time: 1454.96 ms
[2021-03-20 16:47:32 main:574] : INFO : Epoch 1573 | loss: 0.0310186 | val_loss: 0.031069 | Time: 1463.23 ms
[2021-03-20 16:47:33 main:574] : INFO : Epoch 1574 | loss: 0.0310128 | val_loss: 0.0310853 | Time: 1457.11 ms
[2021-03-20 16:47:35 main:574] : INFO : Epoch 1575 | loss: 0.0310111 | val_loss: 0.0310769 | Time: 1474.79 ms
[2021-03-20 16:47:36 main:574] : INFO : Epoch 1576 | loss: 0.0310095 | val_loss: 0.0310833 | Time: 1478.21 ms
[2021-03-20 16:47:38 main:574] : INFO : Epoch 1577 | loss: 0.0310081 | val_loss: 0.0310886 | Time: 1471.55 ms
[2021-03-20 16:47:39 main:574] : INFO : Epoch 1578 | loss: 0.0310083 | val_loss: 0.031081 | Time: 1462.85 ms
[2021-03-20 16:47:40 main:574] : INFO : Epoch 1579 | loss: 0.0310111 | val_loss: 0.0310816 | Time: 1460.02 ms
[2021-03-20 16:47:42 main:574] : INFO : Epoch 1580 | loss: 0.0310189 | val_loss: 0.0310864 | Time: 1460.71 ms
[2021-03-20 16:47:43 main:574] : INFO : Epoch 1581 | loss: 0.0311237 | val_loss: 0.0311342 | Time: 1479.25 ms
[2021-03-20 16:47:45 main:574] : INFO : Epoch 1582 | loss: 0.0311361 | val_loss: 0.0311288 | Time: 1466.63 ms
[2021-03-20 16:47:46 main:574] : INFO : Epoch 1583 | loss: 0.0311222 | val_loss: 0.0311162 | Time: 1456.85 ms
[2021-03-20 16:47:48 main:574] : INFO : Epoch 1584 | loss: 0.0311137 | val_loss: 0.0311105 | Time: 1482.76 ms
[2021-03-20 16:47:49 main:574] : INFO : Epoch 1585 | loss: 0.0311097 | val_loss: 0.0311176 | Time: 1465.41 ms
[2021-03-20 16:47:51 main:574] : INFO : Epoch 1586 | loss: 0.0311022 | val_loss: 0.0311069 | Time: 1486.18 ms
[2021-03-20 16:47:52 main:574] : INFO : Epoch 1587 | loss: 0.0310979 | val_loss: 0.0311023 | Time: 1467.75 ms
[2021-03-20 16:47:54 main:574] : INFO : Epoch 1588 | loss: 0.031086 | val_loss: 0.0310939 | Time: 1460.94 ms
[2021-03-20 16:47:55 main:574] : INFO : Epoch 1589 | loss: 0.0310817 | val_loss: 0.0310894 | Time: 1514.34 ms
[2021-03-20 16:47:57 main:574] : INFO : Epoch 1590 | loss: 0.0310773 | val_loss: 0.031089 | Time: 1482.82 ms
[2021-03-20 16:47:58 main:574] : INFO : Epoch 1591 | loss: 0.0310734 | val_loss: 0.031087 | Time: 1465.05 ms
[2021-03-20 16:48:00 main:574] : INFO : Epoch 1592 | loss: 0.0310688 | val_loss: 0.0310874 | Time: 1464.96 ms
[2021-03-20 16:48:01 main:574] : INFO : Epoch 1593 | loss: 0.031066 | val_loss: 0.0310887 | Time: 1460.18 ms
[2021-03-20 16:48:03 main:574] : INFO : Epoch 1594 | loss: 0.0310599 | val_loss: 0.0310816 | Time: 1472.88 ms
[2021-03-20 16:48:04 main:574] : INFO : Epoch 1595 | loss: 0.0310576 | val_loss: 0.031084 | Time: 1460.4 ms
[2021-03-20 16:48:06 main:574] : INFO : Epoch 1596 | loss: 0.0310555 | val_loss: 0.0310821 | Time: 1474.22 ms
[2021-03-20 16:48:07 main:574] : INFO : Epoch 1597 | loss: 0.0310517 | val_loss: 0.0310771 | Time: 1471.39 ms
[2021-03-20 16:48:09 main:574] : INFO : Epoch 1598 | loss: 0.0310479 | val_loss: 0.031077 | Time: 1461.73 ms
[2021-03-20 16:48:10 main:574] : INFO : Epoch 1599 | loss: 0.0310521 | val_loss: 0.0310788 | Time: 1464.77 ms
[2021-03-20 16:48:12 main:574] : INFO : Epoch 1600 | loss: 0.0310504 | val_loss: 0.0310749 | Time: 1455.9 ms
[2021-03-20 16:48:13 main:574] : INFO : Epoch 1601 | loss: 0.0310463 | val_loss: 0.0310801 | Time: 1507.04 ms
[2021-03-20 16:48:15 main:574] : INFO : Epoch 1602 | loss: 0.0310455 | val_loss: 0.0310803 | Time: 1529.44 ms
[2021-03-20 16:48:16 main:574] : INFO : Epoch 1603 | loss: 0.0310656 | val_loss: 0.0310772 | Time: 1474.31 ms
[2021-03-20 16:48:18 main:574] : INFO : Epoch 1604 | loss: 0.0310674 | val_loss: 0.0310776 | Time: 1512.98 ms
[2021-03-20 16:48:19 main:574] : INFO : Epoch 1605 | loss: 0.0310627 | val_loss: 0.0310716 | Time: 1479.96 ms
[2021-03-20 16:48:21 main:574] : INFO : Epoch 1606 | loss: 0.0310534 | val_loss: 0.0310698 | Time: 1539.22 ms
[2021-03-20 16:48:22 main:574] : INFO : Epoch 1607 | loss: 0.0310493 | val_loss: 0.031068 | Time: 1492.54 ms
[2021-03-20 16:48:24 main:574] : INFO : Epoch 1608 | loss: 0.0310458 | val_loss: 0.0310712 | Time: 1560.44 ms
[2021-03-20 16:48:25 main:574] : INFO : Epoch 1609 | loss: 0.0310489 | val_loss: 0.0310701 | Time: 1500.59 ms
[2021-03-20 16:48:27 main:574] : INFO : Epoch 1610 | loss: 0.0310439 | val_loss: 0.0310709 | Time: 1478.74 ms
[2021-03-20 16:48:28 main:574] : INFO : Epoch 1611 | loss: 0.03104 | val_loss: 0.0310662 | Time: 1485.81 ms
[2021-03-20 16:48:30 main:574] : INFO : Epoch 1612 | loss: 0.0310368 | val_loss: 0.0310615 | Time: 1559.68 ms
[2021-03-20 16:48:31 main:574] : INFO : Epoch 1613 | loss: 0.0310363 | val_loss: 0.0310637 | Time: 1481.58 ms
[2021-03-20 16:48:33 main:574] : INFO : Epoch 1614 | loss: 0.0310349 | val_loss: 0.0310676 | Time: 1452.76 ms
[2021-03-20 16:48:34 main:574] : INFO : Epoch 1615 | loss: 0.0310365 | val_loss: 0.0310679 | Time: 1499.59 ms
[2021-03-20 16:48:36 main:574] : INFO : Epoch 1616 | loss: 0.0310326 | val_loss: 0.0310661 | Time: 1548.42 ms
[2021-03-20 16:48:37 main:574] : INFO : Epoch 1617 | loss: 0.031031 | val_loss: 0.0310763 | Time: 1578.33 ms
[2021-03-20 16:48:39 main:574] : INFO : Epoch 1618 | loss: 0.0310291 | val_loss: 0.0310671 | Time: 1492.11 ms
[2021-03-20 16:48:40 main:574] : INFO : Epoch 1619 | loss: 0.0310291 | val_loss: 0.0310723 | Time: 1520.31 ms
[2021-03-20 16:48:42 main:574] : INFO : Epoch 1620 | loss: 0.0310271 | val_loss: 0.0310721 | Time: 1468.38 ms
[2021-03-20 16:48:43 main:574] : INFO : Epoch 1621 | loss: 0.0310263 | val_loss: 0.0310697 | Time: 1467.09 ms
[2021-03-20 16:48:45 main:574] : INFO : Epoch 1622 | loss: 0.0310302 | val_loss: 0.0310929 | Time: 1517.33 ms
[2021-03-20 16:48:46 main:574] : INFO : Epoch 1623 | loss: 0.0310308 | val_loss: 0.0310781 | Time: 1495.73 ms
[2021-03-20 16:48:48 main:574] : INFO : Epoch 1624 | loss: 0.0310281 | val_loss: 0.0310821 | Time: 1527.64 ms
[2021-03-20 16:48:49 main:574] : INFO : Epoch 1625 | loss: 0.0310265 | val_loss: 0.0310788 | Time: 1496.89 ms
[2021-03-20 16:48:51 main:574] : INFO : Epoch 1626 | loss: 0.031033 | val_loss: 0.0310832 | Time: 1468.41 ms
[2021-03-20 16:48:52 main:574] : INFO : Epoch 1627 | loss: 0.0310284 | val_loss: 0.0310719 | Time: 1502.82 ms
[2021-03-20 16:48:54 main:574] : INFO : Epoch 1628 | loss: 0.0310252 | val_loss: 0.0310832 | Time: 1487.85 ms
[2021-03-20 16:48:55 main:574] : INFO : Epoch 1629 | loss: 0.0310267 | val_loss: 0.0310725 | Time: 1472.65 ms
[2021-03-20 16:48:57 main:574] : INFO : Epoch 1630 | loss: 0.0310252 | val_loss: 0.0310801 | Time: 1461.07 ms
[2021-03-20 16:48:59 main:574] : INFO : Epoch 1631 | loss: 0.0310285 | val_loss: 0.0310814 | Time: 1606.27 ms
[2021-03-20 16:49:00 main:574] : INFO : Epoch 1632 | loss: 0.0310277 | val_loss: 0.0310638 | Time: 1539.42 ms
[2021-03-20 16:49:02 main:574] : INFO : Epoch 1633 | loss: 0.0310221 | val_loss: 0.0310644 | Time: 1496.17 ms
[2021-03-20 16:49:03 main:574] : INFO : Epoch 1634 | loss: 0.0310216 | val_loss: 0.0310672 | Time: 1522.45 ms
[2021-03-20 16:49:05 main:574] : INFO : Epoch 1635 | loss: 0.0310203 | val_loss: 0.0310682 | Time: 1515.81 ms
[2021-03-20 16:49:06 main:574] : INFO : Epoch 1636 | loss: 0.0310216 | val_loss: 0.0310698 | Time: 1520.21 ms
[2021-03-20 16:49:08 main:574] : INFO : Epoch 1637 | loss: 0.031016 | val_loss: 0.0310661 | Time: 1546.9 ms
[2021-03-20 16:49:09 main:574] : INFO : Epoch 1638 | loss: 0.0310253 | val_loss: 0.0310753 | Time: 1459.83 ms
[2021-03-20 16:49:11 main:574] : INFO : Epoch 1639 | loss: 0.0310226 | val_loss: 0.0310539 | Time: 1460.9 ms
[2021-03-20 16:49:12 main:574] : INFO : Epoch 1640 | loss: 0.03102 | val_loss: 0.031064 | Time: 1459.98 ms
[2021-03-20 16:49:14 main:574] : INFO : Epoch 1641 | loss: 0.0310168 | val_loss: 0.0310618 | Time: 1461.84 ms
[2021-03-20 16:49:15 main:574] : INFO : Epoch 1642 | loss: 0.0310199 | val_loss: 0.0310613 | Time: 1468.69 ms
[2021-03-20 16:49:17 main:574] : INFO : Epoch 1643 | loss: 0.0310169 | val_loss: 0.0310611 | Time: 1467 ms
[2021-03-20 16:49:18 main:574] : INFO : Epoch 1644 | loss: 0.03102 | val_loss: 0.0310778 | Time: 1458.31 ms
[2021-03-20 16:49:19 main:574] : INFO : Epoch 1645 | loss: 0.0310195 | val_loss: 0.0310715 | Time: 1464.13 ms
[2021-03-20 16:49:21 main:574] : INFO : Epoch 1646 | loss: 0.0310185 | val_loss: 0.0310661 | Time: 1463.28 ms
[2021-03-20 16:49:22 main:574] : INFO : Epoch 1647 | loss: 0.031016 | val_loss: 0.0310705 | Time: 1461.74 ms
[2021-03-20 16:49:24 main:574] : INFO : Epoch 1648 | loss: 0.0310185 | val_loss: 0.0310655 | Time: 1470.32 ms
[2021-03-20 16:49:25 main:574] : INFO : Epoch 1649 | loss: 0.031015 | val_loss: 0.0310651 | Time: 1476.4 ms
[2021-03-20 16:49:27 main:574] : INFO : Epoch 1650 | loss: 0.031016 | val_loss: 0.0310688 | Time: 1495.03 ms
[2021-03-20 16:49:28 main:574] : INFO : Epoch 1651 | loss: 0.0310109 | val_loss: 0.0310879 | Time: 1483.2 ms
[2021-03-20 16:49:30 main:574] : INFO : Epoch 1652 | loss: 0.031014 | val_loss: 0.0310637 | Time: 1481.91 ms
[2021-03-20 16:49:31 main:574] : INFO : Epoch 1653 | loss: 0.0310125 | val_loss: 0.0310687 | Time: 1461.47 ms
[2021-03-20 16:49:33 main:574] : INFO : Epoch 1654 | loss: 0.0310112 | val_loss: 0.0310603 | Time: 1477.1 ms
[2021-03-20 16:49:34 main:574] : INFO : Epoch 1655 | loss: 0.0310081 | val_loss: 0.0310662 | Time: 1459.71 ms
[2021-03-20 16:49:36 main:574] : INFO : Epoch 1656 | loss: 0.0310089 | val_loss: 0.0310576 | Time: 1463.95 ms
[2021-03-20 16:49:37 main:574] : INFO : Epoch 1657 | loss: 0.0310098 | val_loss: 0.0310738 | Time: 1461.42 ms
[2021-03-20 16:49:39 main:574] : INFO : Epoch 1658 | loss: 0.0310324 | val_loss: 0.0310752 | Time: 1477.97 ms
[2021-03-20 16:49:40 main:574] : INFO : Epoch 1659 | loss: 0.0310452 | val_loss: 0.0310722 | Time: 1461.65 ms
[2021-03-20 16:49:42 main:574] : INFO : Epoch 1660 | loss: 0.0310307 | val_loss: 0.0310626 | Time: 1474.23 ms
[2021-03-20 16:49:43 main:574] : INFO : Epoch 1661 | loss: 0.0310271 | val_loss: 0.0310643 | Time: 1467.99 ms
[2021-03-20 16:49:45 main:574] : INFO : Epoch 1662 | loss: 0.0310218 | val_loss: 0.0310654 | Time: 1453.55 ms
[2021-03-20 16:49:46 main:574] : INFO : Epoch 1663 | loss: 0.0310165 | val_loss: 0.031058 | Time: 1459.34 ms
[2021-03-20 16:49:48 main:574] : INFO : Epoch 1664 | loss: 0.0310137 | val_loss: 0.0310578 | Time: 1473.71 ms
[2021-03-20 16:49:49 main:574] : INFO : Epoch 1665 | loss: 0.0310105 | val_loss: 0.0310545 | Time: 1474.67 ms
[2021-03-20 16:49:51 main:574] : INFO : Epoch 1666 | loss: 0.0310084 | val_loss: 0.0310684 | Time: 1479.91 ms
[2021-03-20 16:49:52 main:574] : INFO : Epoch 1667 | loss: 0.0310057 | val_loss: 0.0310639 | Time: 1462.62 ms
[2021-03-20 16:49:54 main:574] : INFO : Epoch 1668 | loss: 0.0310078 | val_loss: 0.0310603 | Time: 1469.79 ms
[2021-03-20 16:49:55 main:574] : INFO : Epoch 1669 | loss: 0.031011 | val_loss: 0.0310589 | Time: 1450.53 ms
[2021-03-20 16:49:56 main:574] : INFO : Epoch 1670 | loss: 0.0310124 | val_loss: 0.0310653 | Time: 1489.98 ms
[2021-03-20 16:49:58 main:574] : INFO : Epoch 1671 | loss: 0.0310074 | val_loss: 0.0310672 | Time: 1462.08 ms
[2021-03-20 16:49:59 main:574] : INFO : Epoch 1672 | loss: 0.0310095 | val_loss: 0.031069 | Time: 1448.02 ms
[2021-03-20 16:50:01 main:574] : INFO : Epoch 1673 | loss: 0.0310078 | val_loss: 0.0310645 | Time: 1470.84 ms
[2021-03-20 16:50:02 main:574] : INFO : Epoch 1674 | loss: 0.0310106 | val_loss: 0.0310654 | Time: 1458.24 ms
[2021-03-20 16:50:04 main:574] : INFO : Epoch 1675 | loss: 0.0310105 | val_loss: 0.03106 | Time: 1467.16 ms
[2021-03-20 16:50:05 main:574] : INFO : Epoch 1676 | loss: 0.0310081 | val_loss: 0.0310633 | Time: 1465.72 ms
[2021-03-20 16:50:07 main:574] : INFO : Epoch 1677 | loss: 0.0310172 | val_loss: 0.031058 | Time: 1488.79 ms
[2021-03-20 16:50:08 main:574] : INFO : Epoch 1678 | loss: 0.0310106 | val_loss: 0.0310753 | Time: 1477.1 ms
[2021-03-20 16:50:10 main:574] : INFO : Epoch 1679 | loss: 0.0310034 | val_loss: 0.0310627 | Time: 1455.45 ms
[2021-03-20 16:50:11 main:574] : INFO : Epoch 1680 | loss: 0.0310005 | val_loss: 0.0310515 | Time: 1448.31 ms
[2021-03-20 16:50:13 main:574] : INFO : Epoch 1681 | loss: 0.0310094 | val_loss: 0.0310588 | Time: 1464.41 ms
[2021-03-20 16:50:14 main:574] : INFO : Epoch 1682 | loss: 0.0310275 | val_loss: 0.0310669 | Time: 1518.59 ms
[2021-03-20 16:50:16 main:574] : INFO : Epoch 1683 | loss: 0.0310376 | val_loss: 0.0310822 | Time: 1505.59 ms
[2021-03-20 16:50:17 main:574] : INFO : Epoch 1684 | loss: 0.0310248 | val_loss: 0.0310748 | Time: 1481.84 ms
[2021-03-20 16:50:19 main:574] : INFO : Epoch 1685 | loss: 0.0310146 | val_loss: 0.0310799 | Time: 1458.73 ms
[2021-03-20 16:50:20 main:574] : INFO : Epoch 1686 | loss: 0.0310173 | val_loss: 0.0310701 | Time: 1472.36 ms
[2021-03-20 16:50:22 main:574] : INFO : Epoch 1687 | loss: 0.0310159 | val_loss: 0.0310641 | Time: 1474.49 ms
[2021-03-20 16:50:23 main:574] : INFO : Epoch 1688 | loss: 0.0310107 | val_loss: 0.0310621 | Time: 1481.07 ms
[2021-03-20 16:50:25 main:574] : INFO : Epoch 1689 | loss: 0.0310064 | val_loss: 0.0310623 | Time: 1487.77 ms
[2021-03-20 16:50:26 main:574] : INFO : Epoch 1690 | loss: 0.0310063 | val_loss: 0.0310647 | Time: 1476.18 ms
[2021-03-20 16:50:28 main:574] : INFO : Epoch 1691 | loss: 0.0310119 | val_loss: 0.031072 | Time: 1595.83 ms
[2021-03-20 16:50:29 main:574] : INFO : Epoch 1692 | loss: 0.0310213 | val_loss: 0.0310688 | Time: 1470.71 ms
[2021-03-20 16:50:31 main:574] : INFO : Epoch 1693 | loss: 0.0310173 | val_loss: 0.0310659 | Time: 1465.44 ms
[2021-03-20 16:50:32 main:574] : INFO : Epoch 1694 | loss: 0.0310095 | val_loss: 0.0310585 | Time: 1505.89 ms
[2021-03-20 16:50:34 main:574] : INFO : Epoch 1695 | loss: 0.0310069 | val_loss: 0.0310547 | Time: 1495.7 ms
[2021-03-20 16:50:35 main:574] : INFO : Epoch 1696 | loss: 0.031004 | val_loss: 0.0310614 | Time: 1493.69 ms
[2021-03-20 16:50:37 main:574] : INFO : Epoch 1697 | loss: 0.0310017 | val_loss: 0.0310673 | Time: 1506.28 ms
[2021-03-20 16:50:38 main:574] : INFO : Epoch 1698 | loss: 0.0310052 | val_loss: 0.0310796 | Time: 1489.32 ms
[2021-03-20 16:50:40 main:574] : INFO : Epoch 1699 | loss: 0.0310041 | val_loss: 0.0310609 | Time: 1475.97 ms
[2021-03-20 16:50:41 main:574] : INFO : Epoch 1700 | loss: 0.0310011 | val_loss: 0.0310626 | Time: 1481.34 ms
[2021-03-20 16:50:43 main:574] : INFO : Epoch 1701 | loss: 0.0310014 | val_loss: 0.031064 | Time: 1505.09 ms
[2021-03-20 16:50:44 main:574] : INFO : Epoch 1702 | loss: 0.031005 | val_loss: 0.0310526 | Time: 1476.42 ms
[2021-03-20 16:50:46 main:574] : INFO : Epoch 1703 | loss: 0.0310037 | val_loss: 0.0310659 | Time: 1466.79 ms
[2021-03-20 16:50:47 main:574] : INFO : Epoch 1704 | loss: 0.0310073 | val_loss: 0.0310745 | Time: 1466.72 ms
[2021-03-20 16:50:49 main:574] : INFO : Epoch 1705 | loss: 0.0310037 | val_loss: 0.0310715 | Time: 1472.87 ms
[2021-03-20 16:50:50 main:574] : INFO : Epoch 1706 | loss: 0.0310067 | val_loss: 0.0310701 | Time: 1482.5 ms
[2021-03-20 16:50:52 main:574] : INFO : Epoch 1707 | loss: 0.0310002 | val_loss: 0.0310593 | Time: 1460.86 ms
[2021-03-20 16:50:53 main:574] : INFO : Epoch 1708 | loss: 0.0309981 | val_loss: 0.0310608 | Time: 1487.76 ms
[2021-03-20 16:50:55 main:574] : INFO : Epoch 1709 | loss: 0.0309979 | val_loss: 0.0310585 | Time: 1486.61 ms
[2021-03-20 16:50:56 main:574] : INFO : Epoch 1710 | loss: 0.030998 | val_loss: 0.0310715 | Time: 1471.09 ms
[2021-03-20 16:50:58 main:574] : INFO : Epoch 1711 | loss: 0.031005 | val_loss: 0.0310682 | Time: 1501.4 ms
[2021-03-20 16:50:59 main:574] : INFO : Epoch 1712 | loss: 0.0310024 | val_loss: 0.0310666 | Time: 1502.5 ms
[2021-03-20 16:51:01 main:574] : INFO : Epoch 1713 | loss: 0.031001 | val_loss: 0.0310655 | Time: 1480.94 ms
[2021-03-20 16:51:02 main:574] : INFO : Epoch 1714 | loss: 0.0309991 | val_loss: 0.0310671 | Time: 1643.29 ms
[2021-03-20 16:51:04 main:574] : INFO : Epoch 1715 | loss: 0.0309971 | val_loss: 0.0310574 | Time: 1518.5 ms
[2021-03-20 16:51:05 main:574] : INFO : Epoch 1716 | loss: 0.030998 | val_loss: 0.0310676 | Time: 1509.78 ms
[2021-03-20 16:51:07 main:574] : INFO : Epoch 1717 | loss: 0.0309984 | val_loss: 0.0310557 | Time: 1486.04 ms
[2021-03-20 16:51:08 main:574] : INFO : Epoch 1718 | loss: 0.031 | val_loss: 0.0310625 | Time: 1474.77 ms
[2021-03-20 16:51:10 main:574] : INFO : Epoch 1719 | loss: 0.0309947 | val_loss: 0.031063 | Time: 1478.34 ms
[2021-03-20 16:51:11 main:574] : INFO : Epoch 1720 | loss: 0.0309943 | val_loss: 0.0310849 | Time: 1472.17 ms
[2021-03-20 16:51:13 main:574] : INFO : Epoch 1721 | loss: 0.0309934 | val_loss: 0.0310744 | Time: 1460.08 ms
[2021-03-20 16:51:14 main:574] : INFO : Epoch 1722 | loss: 0.0309907 | val_loss: 0.0310619 | Time: 1464.52 ms
[2021-03-20 16:51:16 main:574] : INFO : Epoch 1723 | loss: 0.0309895 | val_loss: 0.0310551 | Time: 1466.27 ms
[2021-03-20 16:51:17 main:574] : INFO : Epoch 1724 | loss: 0.0309988 | val_loss: 0.0310662 | Time: 1475.89 ms
[2021-03-20 16:51:19 main:574] : INFO : Epoch 1725 | loss: 0.0310036 | val_loss: 0.0310665 | Time: 1464.33 ms
[2021-03-20 16:51:20 main:574] : INFO : Epoch 1726 | loss: 0.0310007 | val_loss: 0.0310777 | Time: 1491.62 ms
[2021-03-20 16:51:22 main:574] : INFO : Epoch 1727 | loss: 0.0310027 | val_loss: 0.0310578 | Time: 1477.32 ms
[2021-03-20 16:51:23 main:574] : INFO : Epoch 1728 | loss: 0.0310162 | val_loss: 0.0310598 | Time: 1505.3 ms
[2021-03-20 16:51:25 main:574] : INFO : Epoch 1729 | loss: 0.0310068 | val_loss: 0.0310586 | Time: 1545.53 ms
[2021-03-20 16:51:26 main:574] : INFO : Epoch 1730 | loss: 0.0310016 | val_loss: 0.0310642 | Time: 1476.67 ms
[2021-03-20 16:51:28 main:574] : INFO : Epoch 1731 | loss: 0.0310023 | val_loss: 0.0310707 | Time: 1452.62 ms
[2021-03-20 16:51:29 main:574] : INFO : Epoch 1732 | loss: 0.0310007 | val_loss: 0.0310625 | Time: 1455.78 ms
[2021-03-20 16:51:31 main:574] : INFO : Epoch 1733 | loss: 0.031004 | val_loss: 0.031074 | Time: 1470.41 ms
[2021-03-20 16:51:32 main:574] : INFO : Epoch 1734 | loss: 0.0309962 | val_loss: 0.0310761 | Time: 1491.13 ms
[2021-03-20 16:51:34 main:574] : INFO : Epoch 1735 | loss: 0.0310011 | val_loss: 0.0310594 | Time: 1461.88 ms
[2021-03-20 16:51:35 main:574] : INFO : Epoch 1736 | loss: 0.0310029 | val_loss: 0.0310631 | Time: 1469.8 ms
[2021-03-20 16:51:36 main:574] : INFO : Epoch 1737 | loss: 0.031006 | val_loss: 0.031063 | Time: 1450.5 ms
[2021-03-20 16:51:38 main:574] : INFO : Epoch 1738 | loss: 0.0310077 | val_loss: 0.031067 | Time: 1470 ms
[2021-03-20 16:51:40 main:574] : INFO : Epoch 1739 | loss: 0.0310022 | val_loss: 0.0310691 | Time: 1587.36 ms
[2021-03-20 16:51:41 main:574] : INFO : Epoch 1740 | loss: 0.0310018 | val_loss: 0.031055 | Time: 1509.09 ms
[2021-03-20 16:51:43 main:574] : INFO : Epoch 1741 | loss: 0.0309982 | val_loss: 0.0310633 | Time: 1456.22 ms
[2021-03-20 16:51:44 main:574] : INFO : Epoch 1742 | loss: 0.030996 | val_loss: 0.0310694 | Time: 1476.97 ms
[2021-03-20 16:51:46 main:574] : INFO : Epoch 1743 | loss: 0.0309944 | val_loss: 0.03106 | Time: 1478.25 ms
[2021-03-20 16:51:47 main:574] : INFO : Epoch 1744 | loss: 0.0309944 | val_loss: 0.0310608 | Time: 1467.33 ms
[2021-03-20 16:51:48 main:574] : INFO : Epoch 1745 | loss: 0.0309929 | val_loss: 0.0310578 | Time: 1463.48 ms
[2021-03-20 16:51:50 main:574] : INFO : Epoch 1746 | loss: 0.0309898 | val_loss: 0.031057 | Time: 1480.79 ms
[2021-03-20 16:51:51 main:574] : INFO : Epoch 1747 | loss: 0.0309869 | val_loss: 0.0310539 | Time: 1496.42 ms
[2021-03-20 16:51:53 main:574] : INFO : Epoch 1748 | loss: 0.0309869 | val_loss: 0.0310705 | Time: 1483.3 ms
[2021-03-20 16:51:54 main:574] : INFO : Epoch 1749 | loss: 0.0309891 | val_loss: 0.0310556 | Time: 1495.34 ms
[2021-03-20 16:51:56 main:574] : INFO : Epoch 1750 | loss: 0.0310168 | val_loss: 0.031086 | Time: 1480.77 ms
[2021-03-20 16:51:57 main:574] : INFO : Epoch 1751 | loss: 0.0310537 | val_loss: 0.0310797 | Time: 1469.66 ms
[2021-03-20 16:51:59 main:574] : INFO : Epoch 1752 | loss: 0.0310463 | val_loss: 0.0310777 | Time: 1485.38 ms
[2021-03-20 16:52:00 main:574] : INFO : Epoch 1753 | loss: 0.0310401 | val_loss: 0.0310642 | Time: 1481.3 ms
[2021-03-20 16:52:02 main:574] : INFO : Epoch 1754 | loss: 0.0310307 | val_loss: 0.0310638 | Time: 1543.99 ms
[2021-03-20 16:52:04 main:574] : INFO : Epoch 1755 | loss: 0.0310301 | val_loss: 0.0310612 | Time: 1592.92 ms
[2021-03-20 16:52:05 main:574] : INFO : Epoch 1756 | loss: 0.0310286 | val_loss: 0.0310764 | Time: 1631.3 ms
[2021-03-20 16:52:07 main:574] : INFO : Epoch 1757 | loss: 0.0310279 | val_loss: 0.0310622 | Time: 1614.66 ms
[2021-03-20 16:52:08 main:574] : INFO : Epoch 1758 | loss: 0.0310198 | val_loss: 0.0310504 | Time: 1522.63 ms
[2021-03-20 16:52:10 main:574] : INFO : Epoch 1759 | loss: 0.0310193 | val_loss: 0.0310627 | Time: 1508.44 ms
[2021-03-20 16:52:11 main:574] : INFO : Epoch 1760 | loss: 0.0310166 | val_loss: 0.0310559 | Time: 1555.24 ms
[2021-03-20 16:52:13 main:574] : INFO : Epoch 1761 | loss: 0.0310201 | val_loss: 0.031075 | Time: 1508.89 ms
[2021-03-20 16:52:14 main:574] : INFO : Epoch 1762 | loss: 0.0310136 | val_loss: 0.0310661 | Time: 1481.93 ms
[2021-03-20 16:52:16 main:574] : INFO : Epoch 1763 | loss: 0.0310127 | val_loss: 0.0310561 | Time: 1489.88 ms
[2021-03-20 16:52:17 main:574] : INFO : Epoch 1764 | loss: 0.0310115 | val_loss: 0.0310639 | Time: 1481.53 ms
[2021-03-20 16:52:19 main:574] : INFO : Epoch 1765 | loss: 0.031015 | val_loss: 0.031057 | Time: 1484.7 ms
[2021-03-20 16:52:21 main:574] : INFO : Epoch 1766 | loss: 0.0310093 | val_loss: 0.031067 | Time: 1660.79 ms
[2021-03-20 16:52:22 main:574] : INFO : Epoch 1767 | loss: 0.0310045 | val_loss: 0.0310641 | Time: 1506.16 ms
[2021-03-20 16:52:24 main:574] : INFO : Epoch 1768 | loss: 0.0310063 | val_loss: 0.03106 | Time: 1486.35 ms
[2021-03-20 16:52:25 main:574] : INFO : Epoch 1769 | loss: 0.0310046 | val_loss: 0.031062 | Time: 1602.98 ms
[2021-03-20 16:52:27 main:574] : INFO : Epoch 1770 | loss: 0.0309995 | val_loss: 0.0310593 | Time: 1510.57 ms
[2021-03-20 16:52:28 main:574] : INFO : Epoch 1771 | loss: 0.0309984 | val_loss: 0.0310654 | Time: 1465.29 ms
[2021-03-20 16:52:30 main:574] : INFO : Epoch 1772 | loss: 0.0309977 | val_loss: 0.0310663 | Time: 1486.51 ms
[2021-03-20 16:52:31 main:574] : INFO : Epoch 1773 | loss: 0.0309967 | val_loss: 0.031056 | Time: 1604.22 ms
[2021-03-20 16:52:33 main:574] : INFO : Epoch 1774 | loss: 0.0310015 | val_loss: 0.0310571 | Time: 1478.79 ms
[2021-03-20 16:52:34 main:574] : INFO : Epoch 1775 | loss: 0.0309997 | val_loss: 0.0310552 | Time: 1462.72 ms
[2021-03-20 16:52:36 main:574] : INFO : Epoch 1776 | loss: 0.0309933 | val_loss: 0.0310551 | Time: 1465.55 ms
[2021-03-20 16:52:37 main:574] : INFO : Epoch 1777 | loss: 0.030994 | val_loss: 0.0310599 | Time: 1495.95 ms
[2021-03-20 16:52:39 main:574] : INFO : Epoch 1778 | loss: 0.030992 | val_loss: 0.0310482 | Time: 1468.83 ms
[2021-03-20 16:52:40 main:574] : INFO : Epoch 1779 | loss: 0.0309948 | val_loss: 0.0310531 | Time: 1474.59 ms
[2021-03-20 16:52:42 main:574] : INFO : Epoch 1780 | loss: 0.0309951 | val_loss: 0.0310656 | Time: 1499.31 ms
[2021-03-20 16:52:43 main:574] : INFO : Epoch 1781 | loss: 0.0309987 | val_loss: 0.0310499 | Time: 1471.18 ms
[2021-03-20 16:52:45 main:574] : INFO : Epoch 1782 | loss: 0.0309984 | val_loss: 0.0310424 | Time: 1461.62 ms
[2021-03-20 16:52:46 main:574] : INFO : Epoch 1783 | loss: 0.0309936 | val_loss: 0.0310551 | Time: 1461.58 ms
[2021-03-20 16:52:48 main:574] : INFO : Epoch 1784 | loss: 0.0309912 | val_loss: 0.0310454 | Time: 1469.7 ms
[2021-03-20 16:52:49 main:574] : INFO : Epoch 1785 | loss: 0.0309953 | val_loss: 0.0310434 | Time: 1473.63 ms
[2021-03-20 16:52:51 main:574] : INFO : Epoch 1786 | loss: 0.0309914 | val_loss: 0.0310465 | Time: 1460.57 ms
[2021-03-20 16:52:52 main:574] : INFO : Epoch 1787 | loss: 0.0309904 | val_loss: 0.0310419 | Time: 1561.7 ms
[2021-03-20 16:52:54 main:574] : INFO : Epoch 1788 | loss: 0.0310004 | val_loss: 0.0310543 | Time: 1531.19 ms
[2021-03-20 16:52:55 main:574] : INFO : Epoch 1789 | loss: 0.0309954 | val_loss: 0.0310461 | Time: 1649.73 ms
[2021-03-20 16:52:57 main:574] : INFO : Epoch 1790 | loss: 0.0309957 | val_loss: 0.0310541 | Time: 1475.8 ms
[2021-03-20 16:52:58 main:574] : INFO : Epoch 1791 | loss: 0.0309901 | val_loss: 0.0310525 | Time: 1463.99 ms
[2021-03-20 16:53:00 main:574] : INFO : Epoch 1792 | loss: 0.0309893 | val_loss: 0.0310482 | Time: 1464.49 ms
[2021-03-20 16:53:01 main:574] : INFO : Epoch 1793 | loss: 0.030988 | val_loss: 0.0310444 | Time: 1479.79 ms
[2021-03-20 16:53:03 main:574] : INFO : Epoch 1794 | loss: 0.030987 | val_loss: 0.0310508 | Time: 1466.02 ms
[2021-03-20 16:53:04 main:574] : INFO : Epoch 1795 | loss: 0.0309878 | val_loss: 0.0310522 | Time: 1532.78 ms
[2021-03-20 16:53:06 main:574] : INFO : Epoch 1796 | loss: 0.0309968 | val_loss: 0.0310584 | Time: 1524.39 ms
[2021-03-20 16:53:07 main:574] : INFO : Epoch 1797 | loss: 0.0309983 | val_loss: 0.0310527 | Time: 1480.83 ms
[2021-03-20 16:53:09 main:574] : INFO : Epoch 1798 | loss: 0.0309946 | val_loss: 0.0310568 | Time: 1465.86 ms
[2021-03-20 16:53:10 main:574] : INFO : Epoch 1799 | loss: 0.0309894 | val_loss: 0.0310525 | Time: 1524.33 ms
[2021-03-20 16:53:12 main:574] : INFO : Epoch 1800 | loss: 0.0309905 | val_loss: 0.0310592 | Time: 1535.19 ms
[2021-03-20 16:53:13 main:574] : INFO : Epoch 1801 | loss: 0.0309907 | val_loss: 0.0310599 | Time: 1558.27 ms
[2021-03-20 16:53:15 main:574] : INFO : Epoch 1802 | loss: 0.0309954 | val_loss: 0.0310439 | Time: 1530.15 ms
[2021-03-20 16:53:16 main:574] : INFO : Epoch 1803 | loss: 0.0309995 | val_loss: 0.0310414 | Time: 1474.23 ms
[2021-03-20 16:53:18 main:574] : INFO : Epoch 1804 | loss: 0.0309977 | val_loss: 0.0310432 | Time: 1483.17 ms
[2021-03-20 16:53:19 main:574] : INFO : Epoch 1805 | loss: 0.0309993 | val_loss: 0.0310388 | Time: 1461.93 ms
[2021-03-20 16:53:21 main:574] : INFO : Epoch 1806 | loss: 0.0309928 | val_loss: 0.0310445 | Time: 1493.54 ms
[2021-03-20 16:53:23 main:574] : INFO : Epoch 1807 | loss: 0.0309898 | val_loss: 0.031044 | Time: 1641.68 ms
[2021-03-20 16:53:24 main:574] : INFO : Epoch 1808 | loss: 0.0309917 | val_loss: 0.0310425 | Time: 1606.36 ms
[2021-03-20 16:53:26 main:574] : INFO : Epoch 1809 | loss: 0.0309943 | val_loss: 0.031048 | Time: 1647.59 ms
[2021-03-20 16:53:27 main:574] : INFO : Epoch 1810 | loss: 0.0309878 | val_loss: 0.0310571 | Time: 1570.46 ms
[2021-03-20 16:53:29 main:574] : INFO : Epoch 1811 | loss: 0.0309895 | val_loss: 0.0310541 | Time: 1484.88 ms
[2021-03-20 16:53:30 main:574] : INFO : Epoch 1812 | loss: 0.0309904 | val_loss: 0.0310434 | Time: 1485.26 ms
[2021-03-20 16:53:32 main:574] : INFO : Epoch 1813 | loss: 0.0309885 | val_loss: 0.0310497 | Time: 1481.13 ms
[2021-03-20 16:53:33 main:574] : INFO : Epoch 1814 | loss: 0.0309849 | val_loss: 0.0310574 | Time: 1490.13 ms
[2021-03-20 16:53:35 main:574] : INFO : Epoch 1815 | loss: 0.0309831 | val_loss: 0.0310477 | Time: 1481.02 ms
[2021-03-20 16:53:36 main:574] : INFO : Epoch 1816 | loss: 0.0309812 | val_loss: 0.0310487 | Time: 1467.49 ms
[2021-03-20 16:53:38 main:574] : INFO : Epoch 1817 | loss: 0.0309792 | val_loss: 0.031051 | Time: 1491.03 ms
[2021-03-20 16:53:39 main:574] : INFO : Epoch 1818 | loss: 0.0309812 | val_loss: 0.0310545 | Time: 1479.4 ms
[2021-03-20 16:53:41 main:574] : INFO : Epoch 1819 | loss: 0.0309849 | val_loss: 0.0310446 | Time: 1510.87 ms
[2021-03-20 16:53:42 main:574] : INFO : Epoch 1820 | loss: 0.0309934 | val_loss: 0.0310504 | Time: 1514.49 ms
[2021-03-20 16:53:44 main:574] : INFO : Epoch 1821 | loss: 0.0309879 | val_loss: 0.0310543 | Time: 1498.03 ms
[2021-03-20 16:53:45 main:574] : INFO : Epoch 1822 | loss: 0.0309917 | val_loss: 0.0310371 | Time: 1520.24 ms
[2021-03-20 16:53:47 main:574] : INFO : Epoch 1823 | loss: 0.0309872 | val_loss: 0.0310625 | Time: 1542.73 ms
[2021-03-20 16:53:49 main:574] : INFO : Epoch 1824 | loss: 0.0309858 | val_loss: 0.0310474 | Time: 1512.23 ms
[2021-03-20 16:53:50 main:574] : INFO : Epoch 1825 | loss: 0.030984 | val_loss: 0.0310533 | Time: 1488.07 ms
[2021-03-20 16:53:52 main:574] : INFO : Epoch 1826 | loss: 0.0309873 | val_loss: 0.0310524 | Time: 1471.82 ms
[2021-03-20 16:53:53 main:574] : INFO : Epoch 1827 | loss: 0.0309869 | val_loss: 0.0310435 | Time: 1478.55 ms
[2021-03-20 16:53:54 main:574] : INFO : Epoch 1828 | loss: 0.0309876 | val_loss: 0.0310493 | Time: 1473.27 ms
[2021-03-20 16:53:56 main:574] : INFO : Epoch 1829 | loss: 0.0309837 | val_loss: 0.0310624 | Time: 1469.99 ms
[2021-03-20 16:53:57 main:574] : INFO : Epoch 1830 | loss: 0.0309901 | val_loss: 0.0310706 | Time: 1492.86 ms
[2021-03-20 16:53:59 main:574] : INFO : Epoch 1831 | loss: 0.0309861 | val_loss: 0.0310533 | Time: 1504.1 ms
[2021-03-20 16:54:00 main:574] : INFO : Epoch 1832 | loss: 0.0309874 | val_loss: 0.0310621 | Time: 1498.15 ms
[2021-03-20 16:54:02 main:574] : INFO : Epoch 1833 | loss: 0.0309845 | val_loss: 0.0310475 | Time: 1495.24 ms
[2021-03-20 16:54:03 main:574] : INFO : Epoch 1834 | loss: 0.0309823 | val_loss: 0.0310541 | Time: 1480.47 ms
[2021-03-20 16:54:05 main:574] : INFO : Epoch 1835 | loss: 0.0309788 | val_loss: 0.0310579 | Time: 1503.32 ms
[2021-03-20 16:54:07 main:574] : INFO : Epoch 1836 | loss: 0.0309886 | val_loss: 0.0310473 | Time: 1566.18 ms
[2021-03-20 16:54:08 main:574] : INFO : Epoch 1837 | loss: 0.0309893 | val_loss: 0.0310575 | Time: 1421.05 ms
[2021-03-20 16:54:09 main:574] : INFO : Epoch 1838 | loss: 0.0309862 | val_loss: 0.0310494 | Time: 1444.94 ms
[2021-03-20 16:54:11 main:574] : INFO : Epoch 1839 | loss: 0.0309853 | val_loss: 0.0310656 | Time: 1421.74 ms
[2021-03-20 16:54:12 main:574] : INFO : Epoch 1840 | loss: 0.0309893 | val_loss: 0.0310464 | Time: 1421.4 ms
[2021-03-20 16:54:14 main:574] : INFO : Epoch 1841 | loss: 0.0309943 | val_loss: 0.0310592 | Time: 1413.62 ms
[2021-03-20 16:54:15 main:574] : INFO : Epoch 1842 | loss: 0.0309893 | val_loss: 0.0310734 | Time: 1409.94 ms
[2021-03-20 16:54:17 main:574] : INFO : Epoch 1843 | loss: 0.0309883 | val_loss: 0.0310633 | Time: 1415.68 ms
[2021-03-20 16:54:18 main:574] : INFO : Epoch 1844 | loss: 0.0309843 | val_loss: 0.0310518 | Time: 1413.73 ms
[2021-03-20 16:54:19 main:574] : INFO : Epoch 1845 | loss: 0.0309826 | val_loss: 0.0310418 | Time: 1440.25 ms
[2021-03-20 16:54:21 main:574] : INFO : Epoch 1846 | loss: 0.0309924 | val_loss: 0.0310527 | Time: 1408.72 ms
[2021-03-20 16:54:22 main:574] : INFO : Epoch 1847 | loss: 0.0309905 | val_loss: 0.0310507 | Time: 1420.13 ms
[2021-03-20 16:54:24 main:574] : INFO : Epoch 1848 | loss: 0.0309923 | val_loss: 0.0310503 | Time: 1425.12 ms
[2021-03-20 16:54:25 main:574] : INFO : Epoch 1849 | loss: 0.0309845 | val_loss: 0.0310493 | Time: 1409 ms
[2021-03-20 16:54:27 main:574] : INFO : Epoch 1850 | loss: 0.0309822 | val_loss: 0.0310543 | Time: 1420.34 ms
[2021-03-20 16:54:28 main:574] : INFO : Epoch 1851 | loss: 0.03098 | val_loss: 0.0310509 | Time: 1418.8 ms
[2021-03-20 16:54:29 main:574] : INFO : Epoch 1852 | loss: 0.030978 | val_loss: 0.0310568 | Time: 1404.83 ms
[2021-03-20 16:54:31 main:574] : INFO : Epoch 1853 | loss: 0.030979 | val_loss: 0.0310614 | Time: 1404.32 ms
[2021-03-20 16:54:32 main:574] : INFO : Epoch 1854 | loss: 0.0309714 | val_loss: 0.0310513 | Time: 1410.79 ms
[2021-03-20 16:54:34 main:574] : INFO : Epoch 1855 | loss: 0.0309727 | val_loss: 0.0310419 | Time: 1412.19 ms
[2021-03-20 16:54:35 main:574] : INFO : Epoch 1856 | loss: 0.0309719 | val_loss: 0.0310559 | Time: 1432.33 ms
[2021-03-20 16:54:37 main:574] : INFO : Epoch 1857 | loss: 0.0309757 | val_loss: 0.0310557 | Time: 1399.47 ms
[2021-03-20 16:54:38 main:574] : INFO : Epoch 1858 | loss: 0.0309774 | val_loss: 0.0310552 | Time: 1404.78 ms
[2021-03-20 16:54:39 main:574] : INFO : Epoch 1859 | loss: 0.0309781 | val_loss: 0.0310539 | Time: 1416.97 ms
[2021-03-20 16:54:41 main:574] : INFO : Epoch 1860 | loss: 0.0309762 | val_loss: 0.0310443 | Time: 1438.57 ms
[2021-03-20 16:54:42 main:574] : INFO : Epoch 1861 | loss: 0.0309747 | val_loss: 0.0310386 | Time: 1418.86 ms
[2021-03-20 16:54:44 main:574] : INFO : Epoch 1862 | loss: 0.030978 | val_loss: 0.0310418 | Time: 1404.34 ms
[2021-03-20 16:54:45 main:574] : INFO : Epoch 1863 | loss: 0.0309766 | val_loss: 0.0310492 | Time: 1415.17 ms
[2021-03-20 16:54:46 main:574] : INFO : Epoch 1864 | loss: 0.030977 | val_loss: 0.0310513 | Time: 1410.68 ms
[2021-03-20 16:54:48 main:574] : INFO : Epoch 1865 | loss: 0.0309993 | val_loss: 0.0310554 | Time: 1415.97 ms
[2021-03-20 16:54:49 main:574] : INFO : Epoch 1866 | loss: 0.0310225 | val_loss: 0.0310944 | Time: 1418.76 ms
[2021-03-20 16:54:51 main:574] : INFO : Epoch 1867 | loss: 0.0310507 | val_loss: 0.0310694 | Time: 1437.42 ms
[2021-03-20 16:54:52 main:574] : INFO : Epoch 1868 | loss: 0.0310191 | val_loss: 0.0310489 | Time: 1421.91 ms
[2021-03-20 16:54:54 main:574] : INFO : Epoch 1869 | loss: 0.0310087 | val_loss: 0.0310501 | Time: 1403.73 ms
[2021-03-20 16:54:55 main:574] : INFO : Epoch 1870 | loss: 0.0310002 | val_loss: 0.031049 | Time: 1446.72 ms
[2021-03-20 16:54:57 main:574] : INFO : Epoch 1871 | loss: 0.0309926 | val_loss: 0.0310448 | Time: 1417.58 ms
[2021-03-20 16:54:58 main:574] : INFO : Epoch 1872 | loss: 0.0309874 | val_loss: 0.0310416 | Time: 1412.04 ms
[2021-03-20 16:54:59 main:574] : INFO : Epoch 1873 | loss: 0.0309829 | val_loss: 0.0310487 | Time: 1412.36 ms
[2021-03-20 16:55:01 main:574] : INFO : Epoch 1874 | loss: 0.0309842 | val_loss: 0.0310512 | Time: 1409.47 ms
[2021-03-20 16:55:02 main:574] : INFO : Epoch 1875 | loss: 0.0309904 | val_loss: 0.0310618 | Time: 1412.36 ms
[2021-03-20 16:55:04 main:574] : INFO : Epoch 1876 | loss: 0.0309843 | val_loss: 0.0310555 | Time: 1408.91 ms
[2021-03-20 16:55:05 main:574] : INFO : Epoch 1877 | loss: 0.0309845 | val_loss: 0.0310526 | Time: 1401.44 ms
[2021-03-20 16:55:06 main:574] : INFO : Epoch 1878 | loss: 0.0309806 | val_loss: 0.0310377 | Time: 1426.78 ms
[2021-03-20 16:55:08 main:574] : INFO : Epoch 1879 | loss: 0.0309801 | val_loss: 0.0310667 | Time: 1408.77 ms
[2021-03-20 16:55:09 main:574] : INFO : Epoch 1880 | loss: 0.0309841 | val_loss: 0.0310483 | Time: 1420.77 ms
[2021-03-20 16:55:11 main:574] : INFO : Epoch 1881 | loss: 0.0309846 | val_loss: 0.0310609 | Time: 1402.82 ms
[2021-03-20 16:55:12 main:574] : INFO : Epoch 1882 | loss: 0.0309776 | val_loss: 0.0310525 | Time: 1426.97 ms
[2021-03-20 16:55:14 main:574] : INFO : Epoch 1883 | loss: 0.0309738 | val_loss: 0.031052 | Time: 1425.23 ms
[2021-03-20 16:55:15 main:574] : INFO : Epoch 1884 | loss: 0.0309784 | val_loss: 0.0310614 | Time: 1405.56 ms
[2021-03-20 16:55:16 main:574] : INFO : Epoch 1885 | loss: 0.0309789 | val_loss: 0.0310583 | Time: 1427.56 ms
[2021-03-20 16:55:18 main:574] : INFO : Epoch 1886 | loss: 0.0310053 | val_loss: 0.0310616 | Time: 1421.64 ms
[2021-03-20 16:55:19 main:574] : INFO : Epoch 1887 | loss: 0.0309896 | val_loss: 0.0310646 | Time: 1419.15 ms
[2021-03-20 16:55:21 main:574] : INFO : Epoch 1888 | loss: 0.0309934 | val_loss: 0.0310539 | Time: 1405.87 ms
[2021-03-20 16:55:22 main:574] : INFO : Epoch 1889 | loss: 0.0309821 | val_loss: 0.0310488 | Time: 1410.71 ms
[2021-03-20 16:55:24 main:574] : INFO : Epoch 1890 | loss: 0.0309782 | val_loss: 0.0310576 | Time: 1414.96 ms
[2021-03-20 16:55:25 main:574] : INFO : Epoch 1891 | loss: 0.0309783 | val_loss: 0.0310624 | Time: 1410.29 ms
[2021-03-20 16:55:26 main:574] : INFO : Epoch 1892 | loss: 0.0309739 | val_loss: 0.0310405 | Time: 1416.05 ms
[2021-03-20 16:55:28 main:574] : INFO : Epoch 1893 | loss: 0.0309756 | val_loss: 0.0310659 | Time: 1408.99 ms
[2021-03-20 16:55:29 main:574] : INFO : Epoch 1894 | loss: 0.0309743 | val_loss: 0.0310382 | Time: 1411.92 ms
[2021-03-20 16:55:31 main:574] : INFO : Epoch 1895 | loss: 0.0309778 | val_loss: 0.0310538 | Time: 1408.5 ms
[2021-03-20 16:55:32 main:574] : INFO : Epoch 1896 | loss: 0.0309795 | val_loss: 0.0310637 | Time: 1423.94 ms
[2021-03-20 16:55:34 main:574] : INFO : Epoch 1897 | loss: 0.0309726 | val_loss: 0.0310466 | Time: 1437.25 ms
[2021-03-20 16:55:35 main:574] : INFO : Epoch 1898 | loss: 0.0309696 | val_loss: 0.0310509 | Time: 1423.02 ms
[2021-03-20 16:55:36 main:574] : INFO : Epoch 1899 | loss: 0.0309728 | val_loss: 0.0310539 | Time: 1432 ms
[2021-03-20 16:55:38 main:574] : INFO : Epoch 1900 | loss: 0.0309725 | val_loss: 0.0310551 | Time: 1420.13 ms
[2021-03-20 16:55:39 main:574] : INFO : Epoch 1901 | loss: 0.0309729 | val_loss: 0.0310532 | Time: 1415.17 ms
[2021-03-20 16:55:41 main:574] : INFO : Epoch 1902 | loss: 0.0309701 | val_loss: 0.031071 | Time: 1417.62 ms
[2021-03-20 16:55:42 main:574] : INFO : Epoch 1903 | loss: 0.0309701 | val_loss: 0.0310457 | Time: 1431.56 ms
[2021-03-20 16:55:44 main:574] : INFO : Epoch 1904 | loss: 0.0309672 | val_loss: 0.0310421 | Time: 1437.05 ms
[2021-03-20 16:55:45 main:574] : INFO : Epoch 1905 | loss: 0.0309655 | val_loss: 0.0310559 | Time: 1416.11 ms
[2021-03-20 16:55:46 main:574] : INFO : Epoch 1906 | loss: 0.0309695 | val_loss: 0.0310559 | Time: 1408.94 ms
[2021-03-20 16:55:48 main:574] : INFO : Epoch 1907 | loss: 0.0309694 | val_loss: 0.0310493 | Time: 1414.8 ms
[2021-03-20 16:55:49 main:574] : INFO : Epoch 1908 | loss: 0.0309683 | val_loss: 0.0310513 | Time: 1408.9 ms
[2021-03-20 16:55:51 main:574] : INFO : Epoch 1909 | loss: 0.0309724 | val_loss: 0.0310653 | Time: 1425.82 ms
[2021-03-20 16:55:52 main:574] : INFO : Epoch 1910 | loss: 0.0309752 | val_loss: 0.03106 | Time: 1421.95 ms
[2021-03-20 16:55:54 main:574] : INFO : Epoch 1911 | loss: 0.0309735 | val_loss: 0.0310476 | Time: 1402.8 ms
[2021-03-20 16:55:55 main:574] : INFO : Epoch 1912 | loss: 0.0309865 | val_loss: 0.031067 | Time: 1406 ms
[2021-03-20 16:55:56 main:574] : INFO : Epoch 1913 | loss: 0.0309847 | val_loss: 0.031056 | Time: 1416.2 ms
[2021-03-20 16:55:58 main:574] : INFO : Epoch 1914 | loss: 0.0309811 | val_loss: 0.0310525 | Time: 1422.6 ms
[2021-03-20 16:55:59 main:574] : INFO : Epoch 1915 | loss: 0.0309791 | val_loss: 0.0310461 | Time: 1418.67 ms
[2021-03-20 16:56:01 main:574] : INFO : Epoch 1916 | loss: 0.0309733 | val_loss: 0.0310525 | Time: 1426.82 ms
[2021-03-20 16:56:02 main:574] : INFO : Epoch 1917 | loss: 0.030972 | val_loss: 0.0310488 | Time: 1418.21 ms
[2021-03-20 16:56:04 main:574] : INFO : Epoch 1918 | loss: 0.0309733 | val_loss: 0.0310635 | Time: 1428.14 ms
[2021-03-20 16:56:05 main:574] : INFO : Epoch 1919 | loss: 0.0309735 | val_loss: 0.0310612 | Time: 1405.79 ms
[2021-03-20 16:56:06 main:574] : INFO : Epoch 1920 | loss: 0.0309777 | val_loss: 0.0310473 | Time: 1448.01 ms
[2021-03-20 16:56:08 main:574] : INFO : Epoch 1921 | loss: 0.0309858 | val_loss: 0.0310546 | Time: 1430.94 ms
[2021-03-20 16:56:09 main:574] : INFO : Epoch 1922 | loss: 0.0309793 | val_loss: 0.0310542 | Time: 1429.27 ms
[2021-03-20 16:56:11 main:574] : INFO : Epoch 1923 | loss: 0.0309755 | val_loss: 0.0310587 | Time: 1415.59 ms
[2021-03-20 16:56:12 main:574] : INFO : Epoch 1924 | loss: 0.0309707 | val_loss: 0.0310582 | Time: 1411.97 ms
[2021-03-20 16:56:14 main:574] : INFO : Epoch 1925 | loss: 0.0309655 | val_loss: 0.0310513 | Time: 1416.33 ms
[2021-03-20 16:56:15 main:574] : INFO : Epoch 1926 | loss: 0.0309644 | val_loss: 0.0310678 | Time: 1405.12 ms
[2021-03-20 16:56:16 main:574] : INFO : Epoch 1927 | loss: 0.0309635 | val_loss: 0.0310504 | Time: 1407.1 ms
[2021-03-20 16:56:18 main:574] : INFO : Epoch 1928 | loss: 0.0309757 | val_loss: 0.0310508 | Time: 1440.45 ms
[2021-03-20 16:56:19 main:574] : INFO : Epoch 1929 | loss: 0.0309762 | val_loss: 0.0310576 | Time: 1447.25 ms
[2021-03-20 16:56:21 main:574] : INFO : Epoch 1930 | loss: 0.0309716 | val_loss: 0.0310574 | Time: 1423.76 ms
[2021-03-20 16:56:22 main:574] : INFO : Epoch 1931 | loss: 0.0309748 | val_loss: 0.0310593 | Time: 1450.96 ms
[2021-03-20 16:56:24 main:574] : INFO : Epoch 1932 | loss: 0.0309698 | val_loss: 0.0310609 | Time: 1422.75 ms
[2021-03-20 16:56:25 main:574] : INFO : Epoch 1933 | loss: 0.0309688 | val_loss: 0.0310551 | Time: 1419.43 ms
[2021-03-20 16:56:26 main:574] : INFO : Epoch 1934 | loss: 0.0309726 | val_loss: 0.0310632 | Time: 1463.58 ms
[2021-03-20 16:56:28 main:574] : INFO : Epoch 1935 | loss: 0.0309732 | val_loss: 0.0310683 | Time: 1423.55 ms
[2021-03-20 16:56:29 main:574] : INFO : Epoch 1936 | loss: 0.0309658 | val_loss: 0.0310581 | Time: 1414.65 ms
[2021-03-20 16:56:31 main:574] : INFO : Epoch 1937 | loss: 0.0309689 | val_loss: 0.031064 | Time: 1404.87 ms
[2021-03-20 16:56:32 main:574] : INFO : Epoch 1938 | loss: 0.0309649 | val_loss: 0.0310508 | Time: 1414.7 ms
[2021-03-20 16:56:34 main:574] : INFO : Epoch 1939 | loss: 0.0309598 | val_loss: 0.0310497 | Time: 1416.59 ms
[2021-03-20 16:56:35 main:574] : INFO : Epoch 1940 | loss: 0.0309593 | val_loss: 0.0310436 | Time: 1428.47 ms
[2021-03-20 16:56:36 main:574] : INFO : Epoch 1941 | loss: 0.0309818 | val_loss: 0.0310448 | Time: 1402.42 ms
[2021-03-20 16:56:38 main:574] : INFO : Epoch 1942 | loss: 0.0309783 | val_loss: 0.0310477 | Time: 1409.62 ms
[2021-03-20 16:56:39 main:574] : INFO : Epoch 1943 | loss: 0.0309777 | val_loss: 0.0310453 | Time: 1405.51 ms
[2021-03-20 16:56:41 main:574] : INFO : Epoch 1944 | loss: 0.0309756 | val_loss: 0.0310377 | Time: 1433.52 ms
[2021-03-20 16:56:42 main:574] : INFO : Epoch 1945 | loss: 0.0309719 | val_loss: 0.0310393 | Time: 1426.69 ms
[2021-03-20 16:56:44 main:574] : INFO : Epoch 1946 | loss: 0.0309698 | val_loss: 0.031054 | Time: 1407.62 ms
[2021-03-20 16:56:45 main:574] : INFO : Epoch 1947 | loss: 0.0309669 | val_loss: 0.0310628 | Time: 1442.8 ms
[2021-03-20 16:56:46 main:574] : INFO : Epoch 1948 | loss: 0.0309647 | val_loss: 0.0310501 | Time: 1438.97 ms
[2021-03-20 16:56:48 main:574] : INFO : Epoch 1949 | loss: 0.0309653 | val_loss: 0.0310391 | Time: 1415.6 ms
[2021-03-20 16:56:49 main:574] : INFO : Epoch 1950 | loss: 0.0309816 | val_loss: 0.0310528 | Time: 1404.96 ms
[2021-03-20 16:56:51 main:574] : INFO : Epoch 1951 | loss: 0.030979 | val_loss: 0.0310524 | Time: 1446.45 ms
[2021-03-20 16:56:52 main:574] : INFO : Epoch 1952 | loss: 0.0309816 | val_loss: 0.031055 | Time: 1418.88 ms
[2021-03-20 16:56:54 main:574] : INFO : Epoch 1953 | loss: 0.0309747 | val_loss: 0.0310492 | Time: 1419.61 ms
[2021-03-20 16:56:55 main:574] : INFO : Epoch 1954 | loss: 0.030965 | val_loss: 0.0310359 | Time: 1414.89 ms
[2021-03-20 16:56:56 main:574] : INFO : Epoch 1955 | loss: 0.0309603 | val_loss: 0.031047 | Time: 1422.16 ms
[2021-03-20 16:56:58 main:574] : INFO : Epoch 1956 | loss: 0.0309584 | val_loss: 0.0310505 | Time: 1406.46 ms
[2021-03-20 16:56:59 main:574] : INFO : Epoch 1957 | loss: 0.0309624 | val_loss: 0.0310557 | Time: 1399.74 ms
[2021-03-20 16:57:01 main:574] : INFO : Epoch 1958 | loss: 0.0309592 | val_loss: 0.0310389 | Time: 1413.06 ms
[2021-03-20 16:57:02 main:574] : INFO : Epoch 1959 | loss: 0.0309603 | val_loss: 0.0310486 | Time: 1433.25 ms
[2021-03-20 16:57:04 main:574] : INFO : Epoch 1960 | loss: 0.0309742 | val_loss: 0.0310495 | Time: 1449.09 ms
[2021-03-20 16:57:05 main:574] : INFO : Epoch 1961 | loss: 0.0309797 | val_loss: 0.0310471 | Time: 1419.03 ms
[2021-03-20 16:57:06 main:574] : INFO : Epoch 1962 | loss: 0.0310074 | val_loss: 0.0310507 | Time: 1415.64 ms
[2021-03-20 16:57:08 main:574] : INFO : Epoch 1963 | loss: 0.0309956 | val_loss: 0.0310559 | Time: 1446.14 ms
[2021-03-20 16:57:09 main:574] : INFO : Epoch 1964 | loss: 0.030985 | val_loss: 0.0310401 | Time: 1398.3 ms
[2021-03-20 16:57:11 main:574] : INFO : Epoch 1965 | loss: 0.0309795 | val_loss: 0.0310387 | Time: 1411.62 ms
[2021-03-20 16:57:12 main:574] : INFO : Epoch 1966 | loss: 0.0309769 | val_loss: 0.0310359 | Time: 1401.57 ms
[2021-03-20 16:57:14 main:574] : INFO : Epoch 1967 | loss: 0.0309732 | val_loss: 0.031038 | Time: 1418.92 ms
[2021-03-20 16:57:15 main:574] : INFO : Epoch 1968 | loss: 0.0309756 | val_loss: 0.0310452 | Time: 1487.12 ms
[2021-03-20 16:57:17 main:574] : INFO : Epoch 1969 | loss: 0.0309732 | val_loss: 0.0310407 | Time: 1402.34 ms
[2021-03-20 16:57:18 main:574] : INFO : Epoch 1970 | loss: 0.0309745 | val_loss: 0.0310467 | Time: 1415.93 ms
[2021-03-20 16:57:19 main:574] : INFO : Epoch 1971 | loss: 0.0309834 | val_loss: 0.0310554 | Time: 1405.71 ms
[2021-03-20 16:57:21 main:574] : INFO : Epoch 1972 | loss: 0.0309734 | val_loss: 0.0310425 | Time: 1420.98 ms
[2021-03-20 16:57:22 main:574] : INFO : Epoch 1973 | loss: 0.0309679 | val_loss: 0.0310348 | Time: 1403.68 ms
[2021-03-20 16:57:24 main:574] : INFO : Epoch 1974 | loss: 0.0309682 | val_loss: 0.0310393 | Time: 1404.24 ms
[2021-03-20 16:57:25 main:574] : INFO : Epoch 1975 | loss: 0.0309658 | val_loss: 0.0310442 | Time: 1403.48 ms
[2021-03-20 16:57:26 main:574] : INFO : Epoch 1976 | loss: 0.030963 | val_loss: 0.0310577 | Time: 1416.46 ms
[2021-03-20 16:57:28 main:574] : INFO : Epoch 1977 | loss: 0.0309663 | val_loss: 0.0310358 | Time: 1415.37 ms
[2021-03-20 16:57:29 main:574] : INFO : Epoch 1978 | loss: 0.0309668 | val_loss: 0.0310371 | Time: 1421.76 ms
[2021-03-20 16:57:31 main:574] : INFO : Epoch 1979 | loss: 0.030976 | val_loss: 0.0310422 | Time: 1432.71 ms
[2021-03-20 16:57:32 main:574] : INFO : Epoch 1980 | loss: 0.0309679 | val_loss: 0.0310423 | Time: 1419.31 ms
[2021-03-20 16:57:34 main:574] : INFO : Epoch 1981 | loss: 0.0309697 | val_loss: 0.0310404 | Time: 1414.56 ms
[2021-03-20 16:57:35 main:574] : INFO : Epoch 1982 | loss: 0.0309667 | val_loss: 0.0310382 | Time: 1409.55 ms
[2021-03-20 16:57:36 main:574] : INFO : Epoch 1983 | loss: 0.0309634 | val_loss: 0.0310476 | Time: 1422.55 ms
[2021-03-20 16:57:38 main:574] : INFO : Epoch 1984 | loss: 0.0309598 | val_loss: 0.0310428 | Time: 1424.94 ms
[2021-03-20 16:57:39 main:574] : INFO : Epoch 1985 | loss: 0.0309563 | val_loss: 0.031049 | Time: 1436.94 ms
[2021-03-20 16:57:41 main:574] : INFO : Epoch 1986 | loss: 0.0309548 | val_loss: 0.0310404 | Time: 1440.19 ms
[2021-03-20 16:57:42 main:574] : INFO : Epoch 1987 | loss: 0.0309756 | val_loss: 0.0310357 | Time: 1488.35 ms
[2021-03-20 16:57:44 main:574] : INFO : Epoch 1988 | loss: 0.0309731 | val_loss: 0.0310412 | Time: 1521.94 ms
[2021-03-20 16:57:45 main:574] : INFO : Epoch 1989 | loss: 0.0309635 | val_loss: 0.0310657 | Time: 1484.34 ms
[2021-03-20 16:57:47 main:574] : INFO : Epoch 1990 | loss: 0.0309655 | val_loss: 0.0310356 | Time: 1432.7 ms
[2021-03-20 16:57:48 main:574] : INFO : Epoch 1991 | loss: 0.0309659 | val_loss: 0.0310363 | Time: 1468.52 ms
[2021-03-20 16:57:50 main:574] : INFO : Epoch 1992 | loss: 0.0309651 | val_loss: 0.0310527 | Time: 1470.43 ms
[2021-03-20 16:57:51 main:574] : INFO : Epoch 1993 | loss: 0.030962 | val_loss: 0.0310656 | Time: 1463.62 ms
[2021-03-20 16:57:53 main:574] : INFO : Epoch 1994 | loss: 0.0309634 | val_loss: 0.0310413 | Time: 1454.18 ms
[2021-03-20 16:57:54 main:574] : INFO : Epoch 1995 | loss: 0.0309618 | val_loss: 0.0310647 | Time: 1437.78 ms
[2021-03-20 16:57:56 main:574] : INFO : Epoch 1996 | loss: 0.0309651 | val_loss: 0.0310333 | Time: 1429.9 ms
[2021-03-20 16:57:57 main:574] : INFO : Epoch 1997 | loss: 0.0309655 | val_loss: 0.0310369 | Time: 1489.33 ms
[2021-03-20 16:57:58 main:574] : INFO : Epoch 1998 | loss: 0.0309724 | val_loss: 0.0310363 | Time: 1432.71 ms
[2021-03-20 16:58:00 main:574] : INFO : Epoch 1999 | loss: 0.0309692 | val_loss: 0.0310405 | Time: 1435.41 ms
[2021-03-20 16:58:01 main:574] : INFO : Epoch 2000 | loss: 0.0309646 | val_loss: 0.0310543 | Time: 1443 ms
[2021-03-20 16:58:03 main:574] : INFO : Epoch 2001 | loss: 0.0309596 | val_loss: 0.0310424 | Time: 1437.17 ms
[2021-03-20 16:58:04 main:574] : INFO : Epoch 2002 | loss: 0.0309598 | val_loss: 0.0310459 | Time: 1441.5 ms
[2021-03-20 16:58:06 main:574] : INFO : Epoch 2003 | loss: 0.0309533 | val_loss: 0.0310482 | Time: 1474.7 ms
[2021-03-20 16:58:07 main:574] : INFO : Epoch 2004 | loss: 0.0309531 | val_loss: 0.0310466 | Time: 1457.65 ms
[2021-03-20 16:58:09 main:574] : INFO : Epoch 2005 | loss: 0.0309579 | val_loss: 0.0310383 | Time: 1443.94 ms
[2021-03-20 16:58:10 main:574] : INFO : Epoch 2006 | loss: 0.0309549 | val_loss: 0.0310539 | Time: 1448.84 ms
[2021-03-20 16:58:12 main:574] : INFO : Epoch 2007 | loss: 0.0309526 | val_loss: 0.0310462 | Time: 1430.13 ms
[2021-03-20 16:58:13 main:574] : INFO : Epoch 2008 | loss: 0.0309574 | val_loss: 0.0310539 | Time: 1447.26 ms
[2021-03-20 16:58:14 main:574] : INFO : Epoch 2009 | loss: 0.0309513 | val_loss: 0.031041 | Time: 1432.04 ms
[2021-03-20 16:58:16 main:574] : INFO : Epoch 2010 | loss: 0.0309532 | val_loss: 0.0310385 | Time: 1481.58 ms
[2021-03-20 16:58:17 main:574] : INFO : Epoch 2011 | loss: 0.030961 | val_loss: 0.0310518 | Time: 1445.71 ms
[2021-03-20 16:58:19 main:574] : INFO : Epoch 2012 | loss: 0.0309546 | val_loss: 0.0310526 | Time: 1445.28 ms
[2021-03-20 16:58:20 main:574] : INFO : Epoch 2013 | loss: 0.0309638 | val_loss: 0.0310445 | Time: 1430.04 ms
[2021-03-20 16:58:22 main:574] : INFO : Epoch 2014 | loss: 0.0309607 | val_loss: 0.0310535 | Time: 1459.38 ms
[2021-03-20 16:58:23 main:574] : INFO : Epoch 2015 | loss: 0.0309612 | val_loss: 0.0310418 | Time: 1434.85 ms
[2021-03-20 16:58:25 main:574] : INFO : Epoch 2016 | loss: 0.0309542 | val_loss: 0.0310411 | Time: 1443.92 ms
[2021-03-20 16:58:26 main:574] : INFO : Epoch 2017 | loss: 0.0309531 | val_loss: 0.0310479 | Time: 1477.08 ms
[2021-03-20 16:58:28 main:574] : INFO : Epoch 2018 | loss: 0.0309606 | val_loss: 0.0310425 | Time: 1447.9 ms
[2021-03-20 16:58:29 main:574] : INFO : Epoch 2019 | loss: 0.0309591 | val_loss: 0.0310515 | Time: 1455.13 ms
[2021-03-20 16:58:31 main:574] : INFO : Epoch 2020 | loss: 0.0309619 | val_loss: 0.031043 | Time: 1463.36 ms
[2021-03-20 16:58:32 main:574] : INFO : Epoch 2021 | loss: 0.0309687 | val_loss: 0.0310456 | Time: 1460.44 ms
[2021-03-20 16:58:33 main:574] : INFO : Epoch 2022 | loss: 0.0309764 | val_loss: 0.0310343 | Time: 1468.36 ms
[2021-03-20 16:58:35 main:574] : INFO : Epoch 2023 | loss: 0.0309795 | val_loss: 0.0310281 | Time: 1426.49 ms
[2021-03-20 16:58:36 main:574] : INFO : Epoch 2024 | loss: 0.0309612 | val_loss: 0.0310396 | Time: 1411.7 ms
[2021-03-20 16:58:38 main:574] : INFO : Epoch 2025 | loss: 0.0309608 | val_loss: 0.0310468 | Time: 1411.1 ms
[2021-03-20 16:58:39 main:574] : INFO : Epoch 2026 | loss: 0.0309691 | val_loss: 0.0310389 | Time: 1419.5 ms
[2021-03-20 16:58:41 main:574] : INFO : Epoch 2027 | loss: 0.030963 | val_loss: 0.0310579 | Time: 1419.91 ms
[2021-03-20 16:58:42 main:574] : INFO : Epoch 2028 | loss: 0.0309586 | val_loss: 0.0310497 | Time: 1420.7 ms
[2021-03-20 16:58:43 main:574] : INFO : Epoch 2029 | loss: 0.0309541 | val_loss: 0.0310487 | Time: 1417.28 ms
[2021-03-20 16:58:45 main:574] : INFO : Epoch 2030 | loss: 0.0309561 | val_loss: 0.0310528 | Time: 1430.76 ms
[2021-03-20 16:58:46 main:574] : INFO : Epoch 2031 | loss: 0.0309552 | val_loss: 0.0310386 | Time: 1406.33 ms
[2021-03-20 16:58:48 main:574] : INFO : Epoch 2032 | loss: 0.0309555 | val_loss: 0.0310326 | Time: 1411.91 ms
[2021-03-20 16:58:49 main:574] : INFO : Epoch 2033 | loss: 0.0309573 | val_loss: 0.0310625 | Time: 1406.27 ms
[2021-03-20 16:58:51 main:574] : INFO : Epoch 2034 | loss: 0.0309542 | val_loss: 0.0310467 | Time: 1408.01 ms
[2021-03-20 16:58:52 main:574] : INFO : Epoch 2035 | loss: 0.0309508 | val_loss: 0.0310396 | Time: 1410.33 ms
[2021-03-20 16:58:53 main:574] : INFO : Epoch 2036 | loss: 0.0309499 | val_loss: 0.0310407 | Time: 1408.46 ms
[2021-03-20 16:58:55 main:574] : INFO : Epoch 2037 | loss: 0.0309471 | val_loss: 0.0310341 | Time: 1410.01 ms
[2021-03-20 16:58:56 main:574] : INFO : Epoch 2038 | loss: 0.0309476 | val_loss: 0.0310517 | Time: 1429.31 ms
[2021-03-20 16:58:58 main:574] : INFO : Epoch 2039 | loss: 0.0309653 | val_loss: 0.0310427 | Time: 1429.05 ms
[2021-03-20 16:58:59 main:574] : INFO : Epoch 2040 | loss: 0.0309598 | val_loss: 0.0310404 | Time: 1425.36 ms
[2021-03-20 16:59:01 main:574] : INFO : Epoch 2041 | loss: 0.03096 | val_loss: 0.031049 | Time: 1413.36 ms
[2021-03-20 16:59:02 main:574] : INFO : Epoch 2042 | loss: 0.0309607 | val_loss: 0.031043 | Time: 1406.19 ms
[2021-03-20 16:59:03 main:574] : INFO : Epoch 2043 | loss: 0.0309668 | val_loss: 0.0310653 | Time: 1406.08 ms
[2021-03-20 16:59:05 main:574] : INFO : Epoch 2044 | loss: 0.0309686 | val_loss: 0.0310671 | Time: 1410.32 ms
[2021-03-20 16:59:06 main:574] : INFO : Epoch 2045 | loss: 0.0309648 | val_loss: 0.0310533 | Time: 1415.14 ms
[2021-03-20 16:59:08 main:574] : INFO : Epoch 2046 | loss: 0.0309653 | val_loss: 0.0310371 | Time: 1416.35 ms
[2021-03-20 16:59:09 main:574] : INFO : Epoch 2047 | loss: 0.0309582 | val_loss: 0.0310654 | Time: 1405.15 ms
[2021-03-20 16:59:10 main:574] : INFO : Epoch 2048 | loss: 0.0309617 | val_loss: 0.0310442 | Time: 1418.89 ms
[2021-03-20 16:59:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310442
[2021-03-20 16:59:11 main:603] : INFO : Saving end state to config to file
[2021-03-20 16:59:11 main:608] : INFO : Success, exiting..
16:59:11 (18100): 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)