Task 14596776
| Name | ParityModified-1647040682-27499-2-0_1 |
| Workunit | 11431342 |
| Created | 11 Apr 2022, 6:44:33 UTC |
| Sent | 11 Apr 2022, 6:47:31 UTC |
| Report deadline | 19 Apr 2022, 6:47:31 UTC |
| Received | 11 Apr 2022, 16:51:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 14 sec |
| CPU time | 41 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 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: 0.0312371 | val_loss: 0.0312345 | Time: 1398.32 ms
[2022-04-11 17:44:56 main:574] : INFO : Epoch 1543 | loss: 0.0312353 | val_loss: 0.0312325 | Time: 1351.77 ms
[2022-04-11 17:44:58 main:574] : INFO : Epoch 1544 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 1473.7 ms
[2022-04-11 17:44:59 main:574] : INFO : Epoch 1545 | loss: 0.0312355 | val_loss: 0.0312309 | Time: 1477.39 ms
[2022-04-11 17:45:01 main:574] : INFO : Epoch 1546 | loss: 0.0312347 | val_loss: 0.0312331 | Time: 1500.15 ms
[2022-04-11 17:45:02 main:574] : INFO : Epoch 1547 | loss: 0.031231 | val_loss: 0.0312309 | Time: 1435.46 ms
[2022-04-11 17:45:03 main:574] : INFO : Epoch 1548 | loss: 0.0312294 | val_loss: 0.0312298 | Time: 1399.37 ms
[2022-04-11 17:45:05 main:574] : INFO : Epoch 1549 | loss: 0.0312298 | val_loss: 0.0312303 | Time: 1469.56 ms
[2022-04-11 17:45:06 main:574] : INFO : Epoch 1550 | loss: 0.0312308 | val_loss: 0.0312345 | Time: 1366.73 ms
[2022-04-11 17:45:08 main:574] : INFO : Epoch 1551 | loss: 0.0312323 | val_loss: 0.0312292 | Time: 1344.87 ms
[2022-04-11 17:45:09 main:574] : INFO : Epoch 1552 | loss: 0.0312285 | val_loss: 0.0312288 | Time: 1357.15 ms
[2022-04-11 17:45:11 main:574] : INFO : Epoch 1553 | loss: 0.0312272 | val_loss: 0.0312287 | Time: 1498.97 ms
[2022-04-11 17:45:12 main:574] : INFO : Epoch 1554 | loss: 0.0312273 | val_loss: 0.031229 | Time: 1532.15 ms
[2022-04-11 17:45:14 main:574] : INFO : Epoch 1555 | loss: 0.031227 | val_loss: 0.0312297 | Time: 1436.49 ms
[2022-04-11 17:45:15 main:574] : INFO : Epoch 1556 | loss: 0.0312265 | val_loss: 0.0312307 | Time: 1530.85 ms
[2022-04-11 17:45:17 main:574] : INFO : Epoch 1557 | loss: 0.0312277 | val_loss: 0.0312277 | Time: 1464.21 ms
[2022-04-11 17:45:18 main:574] : INFO : Epoch 1558 | loss: 0.0312262 | val_loss: 0.0312283 | Time: 1491.91 ms
[2022-04-11 17:45:19 main:574] : INFO : Epoch 1559 | loss: 0.0312272 | val_loss: 0.0312279 | Time: 1338.48 ms
[2022-04-11 17:45:21 main:574] : INFO : Epoch 1560 | loss: 0.031226 | val_loss: 0.0312288 | Time: 1335.8 ms
[2022-04-11 17:45:22 main:574] : INFO : Epoch 1561 | loss: 0.0312255 | val_loss: 0.0312292 | Time: 1362.42 ms
[2022-04-11 17:45:24 main:574] : INFO : Epoch 1562 | loss: 0.0312261 | val_loss: 0.0312286 | Time: 1543.3 ms
[2022-04-11 17:45:25 main:574] : INFO : Epoch 1563 | loss: 0.0312245 | val_loss: 0.0312268 | Time: 1550.76 ms
[2022-04-11 17:45:27 main:574] : INFO : Epoch 1564 | loss: 0.031224 | val_loss: 0.0312262 | Time: 1514.57 ms
[2022-04-11 17:45:28 main:574] : INFO : Epoch 1565 | loss: 0.0312239 | val_loss: 0.0312271 | Time: 1499.4 ms
[2022-04-11 17:45:30 main:574] : INFO : Epoch 1566 | loss: 0.0312252 | val_loss: 0.0312269 | Time: 1456.58 ms
[2022-04-11 17:45:31 main:574] : INFO : Epoch 1567 | loss: 0.0312271 | val_loss: 0.0312309 | Time: 1487.84 ms
[2022-04-11 17:45:33 main:574] : INFO : Epoch 1568 | loss: 0.0312257 | val_loss: 0.0312266 | Time: 1438.93 ms
[2022-04-11 17:45:34 main:574] : INFO : Epoch 1569 | loss: 0.0312356 | val_loss: 0.0312363 | Time: 1491.71 ms
[2022-04-11 17:45:36 main:574] : INFO : Epoch 1570 | loss: 0.0312341 | val_loss: 0.0312319 | Time: 1509.02 ms
[2022-04-11 17:45:37 main:574] : INFO : Epoch 1571 | loss: 0.0312317 | val_loss: 0.0312302 | Time: 1498.12 ms
[2022-04-11 17:45:39 main:574] : INFO : Epoch 1572 | loss: 0.03123 | val_loss: 0.031229 | Time: 1341.09 ms
[2022-04-11 17:45:40 main:574] : INFO : Epoch 1573 | loss: 0.0312282 | val_loss: 0.0312301 | Time: 1362.62 ms
[2022-04-11 17:45:41 main:574] : INFO : Epoch 1574 | loss: 0.0312296 | val_loss: 0.0312286 | Time: 1502.76 ms
[2022-04-11 17:45:43 main:574] : INFO : Epoch 1575 | loss: 0.0312265 | val_loss: 0.0312247 | Time: 1535.24 ms
[2022-04-11 17:45:45 main:574] : INFO : Epoch 1576 | loss: 0.0312251 | val_loss: 0.031226 | Time: 1477.8 ms
[2022-04-11 17:45:46 main:574] : INFO : Epoch 1577 | loss: 0.0312234 | val_loss: 0.0312245 | Time: 1504.98 ms
[2022-04-11 17:45:48 main:574] : INFO : Epoch 1578 | loss: 0.0312196 | val_loss: 0.0312161 | Time: 1461.41 ms
[2022-04-11 17:45:49 main:574] : INFO : Epoch 1579 | loss: 0.0312178 | val_loss: 0.0312159 | Time: 1335.43 ms
[2022-04-11 17:45:50 main:574] : INFO : Epoch 1580 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 1404.23 ms
[2022-04-11 17:45:52 main:574] : INFO : Epoch 1581 | loss: 0.0312146 | val_loss: 0.031215 | Time: 1507.51 ms
[2022-04-11 17:45:53 main:574] : INFO : Epoch 1582 | loss: 0.0312156 | val_loss: 0.0312152 | Time: 1427.07 ms
[2022-04-11 17:45:55 main:574] : INFO : Epoch 1583 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 1491.12 ms
[2022-04-11 17:45:56 main:574] : INFO : Epoch 1584 | loss: 0.0312129 | val_loss: 0.0312127 | Time: 1451.38 ms
[2022-04-11 17:45:58 main:574] : INFO : Epoch 1585 | loss: 0.0312129 | val_loss: 0.0312142 | Time: 1472.59 ms
[2022-04-11 17:45:59 main:574] : INFO : Epoch 1586 | loss: 0.0312121 | val_loss: 0.0312117 | Time: 1468.97 ms
[2022-04-11 17:46:01 main:574] : INFO : Epoch 1587 | loss: 0.0312123 | val_loss: 0.0312127 | Time: 1496.72 ms
[2022-04-11 17:46:02 main:574] : INFO : Epoch 1588 | loss: 0.0312109 | val_loss: 0.0312129 | Time: 1518.67 ms
[2022-04-11 17:46:04 main:574] : INFO : Epoch 1589 | loss: 0.0312109 | val_loss: 0.031212 | Time: 1506.7 ms
[2022-04-11 17:46:05 main:574] : INFO : Epoch 1590 | loss: 0.0312107 | val_loss: 0.0312112 | Time: 1409.37 ms
[2022-04-11 17:46:07 main:574] : INFO : Epoch 1591 | loss: 0.0312111 | val_loss: 0.0312163 | Time: 1519.1 ms
[2022-04-11 17:46:08 main:574] : INFO : Epoch 1592 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 1429.15 ms
[2022-04-11 17:46:10 main:574] : INFO : Epoch 1593 | loss: 0.0312138 | val_loss: 0.0312146 | Time: 1421.45 ms
[2022-04-11 17:46:11 main:574] : INFO : Epoch 1594 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 1512.66 ms
[2022-04-11 17:46:13 main:574] : INFO : Epoch 1595 | loss: 0.0312118 | val_loss: 0.0312104 | Time: 1320.57 ms
[2022-04-11 17:46:14 main:574] : INFO : Epoch 1596 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 1369.65 ms
[2022-04-11 17:46:15 main:574] : INFO : Epoch 1597 | loss: 0.0312096 | val_loss: 0.0312106 | Time: 1345.58 ms
[2022-04-11 17:46:17 main:574] : INFO : Epoch 1598 | loss: 0.0312087 | val_loss: 0.031211 | Time: 1515.41 ms
[2022-04-11 17:46:18 main:574] : INFO : Epoch 1599 | loss: 0.0312092 | val_loss: 0.0312122 | Time: 1489.85 ms
[2022-04-11 17:46:20 main:574] : INFO : Epoch 1600 | loss: 0.0312087 | val_loss: 0.0312128 | Time: 1480.08 ms
[2022-04-11 17:46:21 main:574] : INFO : Epoch 1601 | loss: 0.0312085 | val_loss: 0.0312102 | Time: 1523.73 ms
[2022-04-11 17:46:23 main:574] : INFO : Epoch 1602 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 1505.48 ms
[2022-04-11 17:46:24 main:574] : INFO : Epoch 1603 | loss: 0.0312079 | val_loss: 0.0312103 | Time: 1333.28 ms
[2022-04-11 17:46:26 main:574] : INFO : Epoch 1604 | loss: 0.031209 | val_loss: 0.0312103 | Time: 1480.98 ms
[2022-04-11 17:46:27 main:574] : INFO : Epoch 1605 | loss: 0.0312075 | val_loss: 0.0312095 | Time: 1525.5 ms
[2022-04-11 17:46:29 main:574] : INFO : Epoch 1606 | loss: 0.0312077 | val_loss: 0.0312101 | Time: 1469.41 ms
[2022-04-11 17:46:30 main:574] : INFO : Epoch 1607 | loss: 0.0312077 | val_loss: 0.0312094 | Time: 1500.65 ms
[2022-04-11 17:46:32 main:574] : INFO : Epoch 1608 | loss: 0.0312084 | val_loss: 0.0312151 | Time: 1510.78 ms
[2022-04-11 17:46:33 main:574] : INFO : Epoch 1609 | loss: 0.0312083 | val_loss: 0.0312121 | Time: 1414.75 ms
[2022-04-11 17:46:35 main:574] : INFO : Epoch 1610 | loss: 0.0312063 | val_loss: 0.0312088 | Time: 1374.34 ms
[2022-04-11 17:46:36 main:574] : INFO : Epoch 1611 | loss: 0.0312066 | val_loss: 0.0312093 | Time: 1473.54 ms
[2022-04-11 17:46:37 main:574] : INFO : Epoch 1612 | loss: 0.0312074 | val_loss: 0.0312124 | Time: 1456.04 ms
[2022-04-11 17:46:39 main:574] : INFO : Epoch 1613 | loss: 0.0312095 | val_loss: 0.0312105 | Time: 1492.78 ms
[2022-04-11 17:46:40 main:574] : INFO : Epoch 1614 | loss: 0.0312091 | val_loss: 0.0312112 | Time: 1478.71 ms
[2022-04-11 17:46:42 main:574] : INFO : Epoch 1615 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 1467.85 ms
[2022-04-11 17:46:43 main:574] : INFO : Epoch 1616 | loss: 0.031207 | val_loss: 0.0312102 | Time: 1328.98 ms
[2022-04-11 17:46:45 main:574] : INFO : Epoch 1617 | loss: 0.0312062 | val_loss: 0.0312091 | Time: 1439.22 ms
[2022-04-11 17:46:46 main:574] : INFO : Epoch 1618 | loss: 0.0312063 | val_loss: 0.0312125 | Time: 1446.45 ms
[2022-04-11 17:46:48 main:574] : INFO : Epoch 1619 | loss: 0.0312059 | val_loss: 0.0312096 | Time: 1516.31 ms
[2022-04-11 17:46:49 main:574] : INFO : Epoch 1620 | loss: 0.0312063 | val_loss: 0.0312094 | Time: 1541.06 ms
[2022-04-11 17:46:51 main:574] : INFO : Epoch 1621 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 1567.52 ms
[2022-04-11 17:46:52 main:574] : INFO : Epoch 1622 | loss: 0.0312057 | val_loss: 0.031212 | Time: 1359.44 ms
[2022-04-11 17:46:54 main:574] : INFO : Epoch 1623 | loss: 0.0312071 | val_loss: 0.0312088 | Time: 1357.77 ms
[2022-04-11 17:46:55 main:574] : INFO : Epoch 1624 | loss: 0.0312047 | val_loss: 0.0312077 | Time: 1327.09 ms
[2022-04-11 17:46:57 main:574] : INFO : Epoch 1625 | loss: 0.0312043 | val_loss: 0.0312076 | Time: 1478.55 ms
[2022-04-11 17:46:58 main:574] : INFO : Epoch 1626 | loss: 0.0312054 | val_loss: 0.031209 | Time: 1508.02 ms
[2022-04-11 17:47:00 main:574] : INFO : Epoch 1627 | loss: 0.031205 | val_loss: 0.0312087 | Time: 1525.42 ms
[2022-04-11 17:47:01 main:574] : INFO : Epoch 1628 | loss: 0.0312048 | val_loss: 0.0312082 | Time: 1490.18 ms
[2022-04-11 17:47:03 main:574] : INFO : Epoch 1629 | loss: 0.0312055 | val_loss: 0.0312108 | Time: 1523.84 ms
[2022-04-11 17:47:04 main:574] : INFO : Epoch 1630 | loss: 0.0312057 | val_loss: 0.0312084 | Time: 1540.84 ms
[2022-04-11 17:47:06 main:574] : INFO : Epoch 1631 | loss: 0.0312059 | val_loss: 0.0312075 | Time: 1494.69 ms
[2022-04-11 17:47:07 main:574] : INFO : Epoch 1632 | loss: 0.0312043 | val_loss: 0.0312074 | Time: 1554.98 ms
[2022-04-11 17:47:09 main:574] : INFO : Epoch 1633 | loss: 0.0312042 | val_loss: 0.0312084 | Time: 1456.79 ms
[2022-04-11 17:47:10 main:574] : INFO : Epoch 1634 | loss: 0.0312048 | val_loss: 0.0312226 | Time: 1493.97 ms
[2022-04-11 17:47:12 main:574] : INFO : Epoch 1635 | loss: 0.0312115 | val_loss: 0.0312176 | Time: 1440.73 ms
[2022-04-11 17:47:13 main:574] : INFO : Epoch 1636 | loss: 0.0312104 | val_loss: 0.0312177 | Time: 1492.22 ms
[2022-04-11 17:47:15 main:574] : INFO : Epoch 1637 | loss: 0.0312082 | val_loss: 0.0312079 | Time: 1442.37 ms
[2022-04-11 17:47:16 main:574] : INFO : Epoch 1638 | loss: 0.0312078 | val_loss: 0.031209 | Time: 1526.88 ms
[2022-04-11 17:47:18 main:574] : INFO : Epoch 1639 | loss: 0.0312053 | val_loss: 0.0312123 | Time: 1362.25 ms
[2022-04-11 17:47:19 main:574] : INFO : Epoch 1640 | loss: 0.0312051 | val_loss: 0.0312093 | Time: 1462.39 ms
[2022-04-11 17:47:21 main:574] : INFO : Epoch 1641 | loss: 0.031205 | val_loss: 0.0312064 | Time: 1415.89 ms
[2022-04-11 17:47:22 main:574] : INFO : Epoch 1642 | loss: 0.0312037 | val_loss: 0.0312096 | Time: 1454.6 ms
[2022-04-11 17:47:23 main:574] : INFO : Epoch 1643 | loss: 0.0312031 | val_loss: 0.031206 | Time: 1370.97 ms
[2022-04-11 17:47:25 main:574] : INFO : Epoch 1644 | loss: 0.0312027 | val_loss: 0.031209 | Time: 1484.29 ms
[2022-04-11 17:47:26 main:574] : INFO : Epoch 1645 | loss: 0.031204 | val_loss: 0.0312061 | Time: 1358.79 ms
[2022-04-11 17:47:28 main:574] : INFO : Epoch 1646 | loss: 0.0312036 | val_loss: 0.0312064 | Time: 1344.72 ms
[2022-04-11 17:47:29 main:574] : INFO : Epoch 1647 | loss: 0.0312024 | val_loss: 0.0312093 | Time: 1506.18 ms
[2022-04-11 17:47:31 main:574] : INFO : Epoch 1648 | loss: 0.031203 | val_loss: 0.0312074 | Time: 1449.39 ms
[2022-04-11 17:47:32 main:574] : INFO : Epoch 1649 | loss: 0.0312029 | val_loss: 0.0312062 | Time: 1398.36 ms
[2022-04-11 17:47:34 main:574] : INFO : Epoch 1650 | loss: 0.0312034 | val_loss: 0.0312077 | Time: 1475.72 ms
[2022-04-11 17:47:35 main:574] : INFO : Epoch 1651 | loss: 0.0312048 | val_loss: 0.031207 | Time: 1466 ms
[2022-04-11 17:47:36 main:574] : INFO : Epoch 1652 | loss: 0.0312025 | val_loss: 0.0312065 | Time: 1453.53 ms
[2022-04-11 17:47:38 main:574] : INFO : Epoch 1653 | loss: 0.0312023 | val_loss: 0.0312061 | Time: 1490.42 ms
[2022-04-11 17:47:39 main:574] : INFO : Epoch 1654 | loss: 0.0312018 | val_loss: 0.0312062 | Time: 1365.72 ms
[2022-04-11 17:47:41 main:574] : INFO : Epoch 1655 | loss: 0.0312021 | val_loss: 0.031206 | Time: 1373.46 ms
[2022-04-11 17:47:42 main:574] : INFO : Epoch 1656 | loss: 0.0312018 | val_loss: 0.0312095 | Time: 1455.47 ms
[2022-04-11 17:47:44 main:574] : INFO : Epoch 1657 | loss: 0.0312028 | val_loss: 0.0312087 | Time: 1510.09 ms
[2022-04-11 17:47:45 main:574] : INFO : Epoch 1658 | loss: 0.0312034 | val_loss: 0.0312094 | Time: 1349.34 ms
[2022-04-11 17:47:47 main:574] : INFO : Epoch 1659 | loss: 0.0312028 | val_loss: 0.031216 | Time: 1513.75 ms
[2022-04-11 17:47:48 main:574] : INFO : Epoch 1660 | loss: 0.0312058 | val_loss: 0.0312096 | Time: 1544.42 ms
[2022-04-11 17:47:50 main:574] : INFO : Epoch 1661 | loss: 0.0312033 | val_loss: 0.0312073 | Time: 1472.78 ms
[2022-04-11 17:47:51 main:574] : INFO : Epoch 1662 | loss: 0.0312017 | val_loss: 0.031207 | Time: 1566.27 ms
[2022-04-11 17:47:53 main:574] : INFO : Epoch 1663 | loss: 0.0312018 | val_loss: 0.0312092 | Time: 1491.95 ms
[2022-04-11 17:47:54 main:574] : INFO : Epoch 1664 | loss: 0.0312023 | val_loss: 0.0312088 | Time: 1353.81 ms
[2022-04-11 17:47:56 main:574] : INFO : Epoch 1665 | loss: 0.0312013 | val_loss: 0.0312066 | Time: 1505.11 ms
[2022-04-11 17:47:57 main:574] : INFO : Epoch 1666 | loss: 0.0312009 | val_loss: 0.0312063 | Time: 1494.19 ms
[2022-04-11 17:47:59 main:574] : INFO : Epoch 1667 | loss: 0.0312018 | val_loss: 0.0312094 | Time: 1379.74 ms
[2022-04-11 17:48:00 main:574] : INFO : Epoch 1668 | loss: 0.031206 | val_loss: 0.031206 | Time: 1484.59 ms
[2022-04-11 17:48:02 main:574] : INFO : Epoch 1669 | loss: 0.0312026 | val_loss: 0.0312049 | Time: 1505.36 ms
[2022-04-11 17:48:03 main:574] : INFO : Epoch 1670 | loss: 0.0312019 | val_loss: 0.0312056 | Time: 1534.01 ms
[2022-04-11 17:48:05 main:574] : INFO : Epoch 1671 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 1469.09 ms
[2022-04-11 17:48:06 main:574] : INFO : Epoch 1672 | loss: 0.031203 | val_loss: 0.0312139 | Time: 1446.34 ms
[2022-04-11 17:48:08 main:574] : INFO : Epoch 1673 | loss: 0.0312022 | val_loss: 0.0312057 | Time: 1458.38 ms
[2022-04-11 17:48:09 main:574] : INFO : Epoch 1674 | loss: 0.0312015 | val_loss: 0.0312063 | Time: 1423.05 ms
[2022-04-11 17:48:11 main:574] : INFO : Epoch 1675 | loss: 0.0312016 | val_loss: 0.0312065 | Time: 1472.78 ms
[2022-04-11 17:48:12 main:574] : INFO : Epoch 1676 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 1332.53 ms
[2022-04-11 17:48:13 main:574] : INFO : Epoch 1677 | loss: 0.0312024 | val_loss: 0.0312068 | Time: 1469.28 ms
[2022-04-11 17:48:15 main:574] : INFO : Epoch 1678 | loss: 0.0312021 | val_loss: 0.0312065 | Time: 1411.46 ms
[2022-04-11 17:48:16 main:574] : INFO : Epoch 1679 | loss: 0.0312048 | val_loss: 0.0312109 | Time: 1491.53 ms
[2022-04-11 17:48:18 main:574] : INFO : Epoch 1680 | loss: 0.0312042 | val_loss: 0.0312059 | Time: 1493.35 ms
[2022-04-11 17:48:19 main:574] : INFO : Epoch 1681 | loss: 0.0312019 | val_loss: 0.0312051 | Time: 1486.21 ms
[2022-04-11 17:48:21 main:574] : INFO : Epoch 1682 | loss: 0.0312024 | val_loss: 0.0312091 | Time: 1455.28 ms
[2022-04-11 17:48:22 main:574] : INFO : Epoch 1683 | loss: 0.0312013 | val_loss: 0.0312047 | Time: 1483.08 ms
[2022-04-11 17:48:24 main:574] : INFO : Epoch 1684 | loss: 0.0312011 | val_loss: 0.0312043 | Time: 1473.57 ms
[2022-04-11 17:48:25 main:574] : INFO : Epoch 1685 | loss: 0.0312037 | val_loss: 0.0312055 | Time: 1491.53 ms
[2022-04-11 17:48:27 main:574] : INFO : Epoch 1686 | loss: 0.0312056 | val_loss: 0.0312058 | Time: 1351.91 ms
[2022-04-11 17:48:28 main:574] : INFO : Epoch 1687 | loss: 0.0312062 | val_loss: 0.0312134 | Time: 1482.26 ms
[2022-04-11 17:48:30 main:574] : INFO : Epoch 1688 | loss: 0.0312077 | val_loss: 0.0312067 | Time: 1466.82 ms
[2022-04-11 17:48:31 main:574] : INFO : Epoch 1689 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 1543.19 ms
[2022-04-11 17:48:33 main:574] : INFO : Epoch 1690 | loss: 0.0312045 | val_loss: 0.0312057 | Time: 1373.22 ms
[2022-04-11 17:48:34 main:574] : INFO : Epoch 1691 | loss: 0.0312051 | val_loss: 0.0312037 | Time: 1518.03 ms
[2022-04-11 17:48:36 main:574] : INFO : Epoch 1692 | loss: 0.0312025 | val_loss: 0.0312029 | Time: 1515.43 ms
[2022-04-11 17:48:37 main:574] : INFO : Epoch 1693 | loss: 0.0312021 | val_loss: 0.0312034 | Time: 1472.78 ms
[2022-04-11 17:48:39 main:574] : INFO : Epoch 1694 | loss: 0.0312029 | val_loss: 0.0312031 | Time: 1493.09 ms
[2022-04-11 17:48:40 main:574] : INFO : Epoch 1695 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 1492.44 ms
[2022-04-11 17:48:42 main:574] : INFO : Epoch 1696 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 1503.96 ms
[2022-04-11 17:48:43 main:574] : INFO : Epoch 1697 | loss: 0.031202 | val_loss: 0.0312104 | Time: 1400.65 ms
[2022-04-11 17:48:45 main:574] : INFO : Epoch 1698 | loss: 0.0312202 | val_loss: 0.0312287 | Time: 1464.46 ms
[2022-04-11 17:48:46 main:574] : INFO : Epoch 1699 | loss: 0.0312306 | val_loss: 0.0312281 | Time: 1481.01 ms
[2022-04-11 17:48:47 main:574] : INFO : Epoch 1700 | loss: 0.0312286 | val_loss: 0.0312255 | Time: 1493.13 ms
[2022-04-11 17:48:49 main:574] : INFO : Epoch 1701 | loss: 0.031226 | val_loss: 0.0312281 | Time: 1350.61 ms
[2022-04-11 17:48:50 main:574] : INFO : Epoch 1702 | loss: 0.0312271 | val_loss: 0.0312239 | Time: 1512.78 ms
[2022-04-11 17:48:52 main:574] : INFO : Epoch 1703 | loss: 0.0312243 | val_loss: 0.0312205 | Time: 1444.33 ms
[2022-04-11 17:48:54 main:574] : INFO : Epoch 1704 | loss: 0.0312213 | val_loss: 0.031219 | Time: 1545.55 ms
[2022-04-11 17:48:55 main:574] : INFO : Epoch 1705 | loss: 0.0312287 | val_loss: 0.0312314 | Time: 1475.02 ms
[2022-04-11 17:48:57 main:574] : INFO : Epoch 1706 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 1488.46 ms
[2022-04-11 17:48:58 main:574] : INFO : Epoch 1707 | loss: 0.0312306 | val_loss: 0.0312291 | Time: 1527.01 ms
[2022-04-11 17:49:00 main:574] : INFO : Epoch 1708 | loss: 0.0312307 | val_loss: 0.0312332 | Time: 1511.28 ms
[2022-04-11 17:49:01 main:574] : INFO : Epoch 1709 | loss: 0.0312293 | val_loss: 0.0312259 | Time: 1523.16 ms
[2022-04-11 17:49:03 main:574] : INFO : Epoch 1710 | loss: 0.0312254 | val_loss: 0.0312263 | Time: 1526.55 ms
[2022-04-11 17:49:04 main:574] : INFO : Epoch 1711 | loss: 0.0312239 | val_loss: 0.0312253 | Time: 1469.16 ms
[2022-04-11 17:49:06 main:574] : INFO : Epoch 1712 | loss: 0.0312241 | val_loss: 0.0312284 | Time: 1405.62 ms
[2022-04-11 17:49:07 main:574] : INFO : Epoch 1713 | loss: 0.0312238 | val_loss: 0.0312251 | Time: 1508.76 ms
[2022-04-11 17:49:09 main:574] : INFO : Epoch 1714 | loss: 0.031223 | val_loss: 0.0312258 | Time: 1340.71 ms
[2022-04-11 17:49:10 main:574] : INFO : Epoch 1715 | loss: 0.0312237 | val_loss: 0.0312261 | Time: 1483.42 ms
[2022-04-11 17:49:12 main:574] : INFO : Epoch 1716 | loss: 0.0312221 | val_loss: 0.0312275 | Time: 1487.96 ms
[2022-04-11 17:49:13 main:574] : INFO : Epoch 1717 | loss: 0.0312209 | val_loss: 0.0312257 | Time: 1476.83 ms
[2022-04-11 17:49:14 main:574] : INFO : Epoch 1718 | loss: 0.0312206 | val_loss: 0.031225 | Time: 1385.93 ms
[2022-04-11 17:49:16 main:574] : INFO : Epoch 1719 | loss: 0.0312202 | val_loss: 0.0312303 | Time: 1334.46 ms
[2022-04-11 17:49:17 main:574] : INFO : Epoch 1720 | loss: 0.0312222 | val_loss: 0.0312259 | Time: 1475.2 ms
[2022-04-11 17:49:19 main:574] : INFO : Epoch 1721 | loss: 0.031221 | val_loss: 0.0312292 | Time: 1541.72 ms
[2022-04-11 17:49:20 main:574] : INFO : Epoch 1722 | loss: 0.031221 | val_loss: 0.031224 | Time: 1369.41 ms
[2022-04-11 17:49:22 main:574] : INFO : Epoch 1723 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 1369.6 ms
[2022-04-11 17:49:23 main:574] : INFO : Epoch 1724 | loss: 0.0312197 | val_loss: 0.031224 | Time: 1512.89 ms
[2022-04-11 17:49:25 main:574] : INFO : Epoch 1725 | loss: 0.0312191 | val_loss: 0.031224 | Time: 1426.11 ms
[2022-04-11 17:49:26 main:574] : INFO : Epoch 1726 | loss: 0.0312183 | val_loss: 0.0312233 | Time: 1501.76 ms
[2022-04-11 17:49:28 main:574] : INFO : Epoch 1727 | loss: 0.0312192 | val_loss: 0.0312252 | Time: 1528.5 ms
[2022-04-11 17:49:29 main:574] : INFO : Epoch 1728 | loss: 0.0312197 | val_loss: 0.0312252 | Time: 1503.14 ms
[2022-04-11 17:49:31 main:574] : INFO : Epoch 1729 | loss: 0.0312203 | val_loss: 0.0312222 | Time: 1540.39 ms
[2022-04-11 17:49:32 main:574] : INFO : Epoch 1730 | loss: 0.031218 | val_loss: 0.0312224 | Time: 1485.79 ms
[2022-04-11 17:49:34 main:574] : INFO : Epoch 1731 | loss: 0.0312187 | val_loss: 0.031225 | Time: 1466.71 ms
[2022-04-11 17:49:35 main:574] : INFO : Epoch 1732 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 1360.16 ms
[2022-04-11 17:49:37 main:574] : INFO : Epoch 1733 | loss: 0.0312209 | val_loss: 0.0312239 | Time: 1416.06 ms
[2022-04-11 17:49:38 main:574] : INFO : Epoch 1734 | loss: 0.0312179 | val_loss: 0.0312226 | Time: 1447.35 ms
[2022-04-11 17:49:40 main:574] : INFO : Epoch 1735 | loss: 0.031219 | val_loss: 0.0312226 | Time: 1508.22 ms
[2022-04-11 17:49:41 main:574] : INFO : Epoch 1736 | loss: 0.0312201 | val_loss: 0.0312209 | Time: 1521.05 ms
[2022-04-11 17:49:43 main:574] : INFO : Epoch 1737 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 1503.73 ms
[2022-04-11 17:49:44 main:574] : INFO : Epoch 1738 | loss: 0.0312195 | val_loss: 0.0312225 | Time: 1528.74 ms
[2022-04-11 17:49:46 main:574] : INFO : Epoch 1739 | loss: 0.0312183 | val_loss: 0.0312233 | Time: 1472.76 ms
[2022-04-11 17:49:47 main:574] : INFO : Epoch 1740 | loss: 0.0312202 | val_loss: 0.0312209 | Time: 1444.03 ms
[2022-04-11 17:49:49 main:574] : INFO : Epoch 1741 | loss: 0.0312188 | val_loss: 0.031221 | Time: 1491.32 ms
[2022-04-11 17:49:50 main:574] : INFO : Epoch 1742 | loss: 0.031218 | val_loss: 0.0312215 | Time: 1469.63 ms
[2022-04-11 17:49:52 main:574] : INFO : Epoch 1743 | loss: 0.0312188 | val_loss: 0.0312198 | Time: 1511.07 ms
[2022-04-11 17:49:53 main:574] : INFO : Epoch 1744 | loss: 0.0312163 | val_loss: 0.0312221 | Time: 1508.42 ms
[2022-04-11 17:49:55 main:574] : INFO : Epoch 1745 | loss: 0.0312178 | val_loss: 0.031221 | Time: 1457.47 ms
[2022-04-11 17:49:56 main:574] : INFO : Epoch 1746 | loss: 0.0312188 | val_loss: 0.0312196 | Time: 1427.38 ms
[2022-04-11 17:49:58 main:574] : INFO : Epoch 1747 | loss: 0.0312188 | val_loss: 0.0312211 | Time: 1449.52 ms
[2022-04-11 17:49:59 main:574] : INFO : Epoch 1748 | loss: 0.0312169 | val_loss: 0.0312198 | Time: 1512.53 ms
[2022-04-11 17:50:00 main:574] : INFO : Epoch 1749 | loss: 0.0312173 | val_loss: 0.03122 | Time: 1362.69 ms
[2022-04-11 17:50:02 main:574] : INFO : Epoch 1750 | loss: 0.0312182 | val_loss: 0.0312261 | Time: 1331.16 ms
[2022-04-11 17:50:03 main:574] : INFO : Epoch 1751 | loss: 0.0312169 | val_loss: 0.0312207 | Time: 1379.16 ms
[2022-04-11 17:50:05 main:574] : INFO : Epoch 1752 | loss: 0.0312175 | val_loss: 0.0312279 | Time: 1370.03 ms
[2022-04-11 17:50:06 main:574] : INFO : Epoch 1753 | loss: 0.0312163 | val_loss: 0.031219 | Time: 1337.18 ms
[2022-04-11 17:50:07 main:574] : INFO : Epoch 1754 | loss: 0.0312149 | val_loss: 0.0312196 | Time: 1506.75 ms
[2022-04-11 17:50:09 main:574] : INFO : Epoch 1755 | loss: 0.0312154 | val_loss: 0.0312201 | Time: 1492.75 ms
[2022-04-11 17:50:10 main:574] : INFO : Epoch 1756 | loss: 0.0312175 | val_loss: 0.0312228 | Time: 1382.31 ms
[2022-04-11 17:50:12 main:574] : INFO : Epoch 1757 | loss: 0.0312163 | val_loss: 0.0312201 | Time: 1427.62 ms
[2022-04-11 17:50:13 main:574] : INFO : Epoch 1758 | loss: 0.0312159 | val_loss: 0.0312214 | Time: 1520.82 ms
[2022-04-11 17:50:15 main:574] : INFO : Epoch 1759 | loss: 0.0312158 | val_loss: 0.031221 | Time: 1478.92 ms
[2022-04-11 17:50:16 main:574] : INFO : Epoch 1760 | loss: 0.0312153 | val_loss: 0.0312212 | Time: 1464.71 ms
[2022-04-11 17:50:18 main:574] : INFO : Epoch 1761 | loss: 0.0312165 | val_loss: 0.0312213 | Time: 1435.39 ms
[2022-04-11 17:50:19 main:574] : INFO : Epoch 1762 | loss: 0.031216 | val_loss: 0.031224 | Time: 1350.14 ms
[2022-04-11 17:50:21 main:574] : INFO : Epoch 1763 | loss: 0.0312154 | val_loss: 0.0312259 | Time: 1486.96 ms
[2022-04-11 17:50:22 main:574] : INFO : Epoch 1764 | loss: 0.0312155 | val_loss: 0.0312192 | Time: 1346.09 ms
[2022-04-11 17:50:23 main:574] : INFO : Epoch 1765 | loss: 0.031216 | val_loss: 0.0312245 | Time: 1402.59 ms
[2022-04-11 17:50:25 main:574] : INFO : Epoch 1766 | loss: 0.0312143 | val_loss: 0.0312193 | Time: 1454.09 ms
[2022-04-11 17:50:26 main:574] : INFO : Epoch 1767 | loss: 0.0312134 | val_loss: 0.0312211 | Time: 1391.23 ms
[2022-04-11 17:50:28 main:574] : INFO : Epoch 1768 | loss: 0.0312136 | val_loss: 0.0312197 | Time: 1458.42 ms
[2022-04-11 17:50:29 main:574] : INFO : Epoch 1769 | loss: 0.0312143 | val_loss: 0.0312288 | Time: 1482.59 ms
[2022-04-11 17:50:31 main:574] : INFO : Epoch 1770 | loss: 0.0312153 | val_loss: 0.0312215 | Time: 1534.2 ms
[2022-04-11 17:50:32 main:574] : INFO : Epoch 1771 | loss: 0.0312143 | val_loss: 0.0312184 | Time: 1447.09 ms
[2022-04-11 17:50:34 main:574] : INFO : Epoch 1772 | loss: 0.0312134 | val_loss: 0.0312187 | Time: 1468.33 ms
[2022-04-11 17:50:35 main:574] : INFO : Epoch 1773 | loss: 0.031213 | val_loss: 0.0312224 | Time: 1437.66 ms
[2022-04-11 17:50:37 main:574] : INFO : Epoch 1774 | loss: 0.0312154 | val_loss: 0.0312191 | Time: 1504.28 ms
[2022-04-11 17:50:38 main:574] : INFO : Epoch 1775 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 1547.76 ms
[2022-04-11 17:50:40 main:574] : INFO : Epoch 1776 | loss: 0.0312172 | val_loss: 0.0312232 | Time: 1421.31 ms
[2022-04-11 17:50:41 main:574] : INFO : Epoch 1777 | loss: 0.031216 | val_loss: 0.0312184 | Time: 1468.56 ms
[2022-04-11 17:50:43 main:574] : INFO : Epoch 1778 | loss: 0.0312177 | val_loss: 0.0312211 | Time: 1411.51 ms
[2022-04-11 17:50:44 main:574] : INFO : Epoch 1779 | loss: 0.0312149 | val_loss: 0.0312296 | Time: 1477.56 ms
[2022-04-11 17:50:45 main:574] : INFO : Epoch 1780 | loss: 0.0312166 | val_loss: 0.0312204 | Time: 1473.62 ms
[2022-04-11 17:50:47 main:574] : INFO : Epoch 1781 | loss: 0.0312134 | val_loss: 0.0312194 | Time: 1463.62 ms
[2022-04-11 17:50:48 main:574] : INFO : Epoch 1782 | loss: 0.0312144 | val_loss: 0.0312225 | Time: 1482.41 ms
[2022-04-11 17:50:50 main:574] : INFO : Epoch 1783 | loss: 0.0312119 | val_loss: 0.0312211 | Time: 1450.33 ms
[2022-04-11 17:50:51 main:574] : INFO : Epoch 1784 | loss: 0.0312138 | val_loss: 0.0312195 | Time: 1383.91 ms
[2022-04-11 17:50:53 main:574] : INFO : Epoch 1785 | loss: 0.031214 | val_loss: 0.0312192 | Time: 1453.63 ms
[2022-04-11 17:50:54 main:574] : INFO : Epoch 1786 | loss: 0.0312123 | val_loss: 0.0312189 | Time: 1485.97 ms
[2022-04-11 17:50:56 main:574] : INFO : Epoch 1787 | loss: 0.0312121 | val_loss: 0.0312191 | Time: 1443.61 ms
[2022-04-11 17:50:57 main:574] : INFO : Epoch 1788 | loss: 0.0312141 | val_loss: 0.0312198 | Time: 1597.6 ms
[2022-04-11 17:50:59 main:574] : INFO : Epoch 1789 | loss: 0.0312168 | val_loss: 0.0312217 | Time: 1518.02 ms
[2022-04-11 17:51:00 main:574] : INFO : Epoch 1790 | loss: 0.031216 | val_loss: 0.0312241 | Time: 1352.86 ms
[2022-04-11 17:51:02 main:574] : INFO : Epoch 1791 | loss: 0.0312157 | val_loss: 0.0312194 | Time: 1555.31 ms
[2022-04-11 17:51:03 main:574] : INFO : Epoch 1792 | loss: 0.0312155 | val_loss: 0.0312217 | Time: 1431.35 ms
[2022-04-11 17:51:05 main:574] : INFO : Epoch 1793 | loss: 0.0312164 | val_loss: 0.0312251 | Time: 1502.24 ms
[2022-04-11 17:51:06 main:574] : INFO : Epoch 1794 | loss: 0.0312159 | val_loss: 0.0312192 | Time: 1457.51 ms
[2022-04-11 17:51:08 main:574] : INFO : Epoch 1795 | loss: 0.0312144 | val_loss: 0.0312204 | Time: 1440.73 ms
[2022-04-11 17:51:09 main:574] : INFO : Epoch 1796 | loss: 0.0312137 | val_loss: 0.0312181 | Time: 1463 ms
[2022-04-11 17:51:11 main:574] : INFO : Epoch 1797 | loss: 0.0312126 | val_loss: 0.0312174 | Time: 1481.23 ms
[2022-04-11 17:51:12 main:574] : INFO : Epoch 1798 | loss: 0.0312134 | val_loss: 0.0312201 | Time: 1359.21 ms
[2022-04-11 17:51:13 main:574] : INFO : Epoch 1799 | loss: 0.0312121 | val_loss: 0.031222 | Time: 1518.78 ms
[2022-04-11 17:51:15 main:574] : INFO : Epoch 1800 | loss: 0.0312124 | val_loss: 0.0312225 | Time: 1479.72 ms
[2022-04-11 17:51:16 main:574] : INFO : Epoch 1801 | loss: 0.0312103 | val_loss: 0.0312174 | Time: 1473.62 ms
[2022-04-11 17:51:18 main:574] : INFO : Epoch 1802 | loss: 0.0312101 | val_loss: 0.0312169 | Time: 1489.44 ms
[2022-04-11 17:51:19 main:574] : INFO : Epoch 1803 | loss: 0.0312101 | val_loss: 0.0312181 | Time: 1359.44 ms
[2022-04-11 17:51:21 main:574] : INFO : Epoch 1804 | loss: 0.03121 | val_loss: 0.0312186 | Time: 1502.24 ms
[2022-04-11 17:51:22 main:574] : INFO : Epoch 1805 | loss: 0.0312094 | val_loss: 0.0312209 | Time: 1477.68 ms
[2022-04-11 17:51:24 main:574] : INFO : Epoch 1806 | loss: 0.0312118 | val_loss: 0.0312276 | Time: 1515.73 ms
[2022-04-11 17:51:25 main:574] : INFO : Epoch 1807 | loss: 0.0312141 | val_loss: 0.0312174 | Time: 1469.09 ms
[2022-04-11 17:51:27 main:574] : INFO : Epoch 1808 | loss: 0.03121 | val_loss: 0.0312206 | Time: 1387.32 ms
[2022-04-11 17:51:28 main:574] : INFO : Epoch 1809 | loss: 0.031209 | val_loss: 0.0312165 | Time: 1475.61 ms
[2022-04-11 17:51:30 main:574] : INFO : Epoch 1810 | loss: 0.0312085 | val_loss: 0.0312162 | Time: 1478.49 ms
[2022-04-11 17:51:31 main:574] : INFO : Epoch 1811 | loss: 0.031211 | val_loss: 0.0312175 | Time: 1370.2 ms
[2022-04-11 17:51:32 main:574] : INFO : Epoch 1812 | loss: 0.0312107 | val_loss: 0.0312181 | Time: 1353.15 ms
[2022-04-11 17:51:34 main:574] : INFO : Epoch 1813 | loss: 0.031211 | val_loss: 0.031216 | Time: 1399.4 ms
[2022-04-11 17:51:35 main:574] : INFO : Epoch 1814 | loss: 0.0312107 | val_loss: 0.0312199 | Time: 1501.83 ms
[2022-04-11 17:51:37 main:574] : INFO : Epoch 1815 | loss: 0.0312116 | val_loss: 0.031225 | Time: 1469.22 ms
[2022-04-11 17:51:38 main:574] : INFO : Epoch 1816 | loss: 0.0312104 | val_loss: 0.0312171 | Time: 1401.73 ms
[2022-04-11 17:51:40 main:574] : INFO : Epoch 1817 | loss: 0.0312079 | val_loss: 0.0312157 | Time: 1349.1 ms
[2022-04-11 17:51:41 main:574] : INFO : Epoch 1818 | loss: 0.0312092 | val_loss: 0.0312155 | Time: 1478.24 ms
[2022-04-11 17:51:43 main:574] : INFO : Epoch 1819 | loss: 0.0312092 | val_loss: 0.0312185 | Time: 1384.27 ms
[2022-04-11 17:51:44 main:574] : INFO : Epoch 1820 | loss: 0.031213 | val_loss: 0.0312157 | Time: 1366.34 ms
[2022-04-11 17:51:45 main:574] : INFO : Epoch 1821 | loss: 0.0312113 | val_loss: 0.0312166 | Time: 1437.67 ms
[2022-04-11 17:51:47 main:574] : INFO : Epoch 1822 | loss: 0.03121 | val_loss: 0.0312163 | Time: 1521.89 ms
[2022-04-11 17:51:48 main:574] : INFO : Epoch 1823 | loss: 0.0312084 | val_loss: 0.031214 | Time: 1522.48 ms
[2022-04-11 17:51:50 main:574] : INFO : Epoch 1824 | loss: 0.0312086 | val_loss: 0.0312159 | Time: 1432.4 ms
[2022-04-11 17:51:51 main:574] : INFO : Epoch 1825 | loss: 0.0312094 | val_loss: 0.0312189 | Time: 1400.4 ms
[2022-04-11 17:51:53 main:574] : INFO : Epoch 1826 | loss: 0.0312097 | val_loss: 0.0312178 | Time: 1483.83 ms
[2022-04-11 17:51:54 main:574] : INFO : Epoch 1827 | loss: 0.031208 | val_loss: 0.0312163 | Time: 1480.08 ms
[2022-04-11 17:51:56 main:574] : INFO : Epoch 1828 | loss: 0.0312112 | val_loss: 0.0312206 | Time: 1476.42 ms
[2022-04-11 17:51:57 main:574] : INFO : Epoch 1829 | loss: 0.0312131 | val_loss: 0.0312213 | Time: 1517.36 ms
[2022-04-11 17:51:59 main:574] : INFO : Epoch 1830 | loss: 0.0312099 | val_loss: 0.0312177 | Time: 1468.79 ms
[2022-04-11 17:52:00 main:574] : INFO : Epoch 1831 | loss: 0.03121 | val_loss: 0.0312177 | Time: 1447.05 ms
[2022-04-11 17:52:02 main:574] : INFO : Epoch 1832 | loss: 0.03121 | val_loss: 0.0312164 | Time: 1555.42 ms
[2022-04-11 17:52:03 main:574] : INFO : Epoch 1833 | loss: 0.0312089 | val_loss: 0.0312197 | Time: 1381.46 ms
[2022-04-11 17:52:05 main:574] : INFO : Epoch 1834 | loss: 0.0312112 | val_loss: 0.0312148 | Time: 1464.87 ms
[2022-04-11 17:52:06 main:574] : INFO : Epoch 1835 | loss: 0.0312122 | val_loss: 0.0312153 | Time: 1400.43 ms
[2022-04-11 17:52:07 main:574] : INFO : Epoch 1836 | loss: 0.0312074 | val_loss: 0.0312164 | Time: 1345.77 ms
[2022-04-11 17:52:09 main:574] : INFO : Epoch 1837 | loss: 0.0312066 | val_loss: 0.0312157 | Time: 1514.6 ms
[2022-04-11 17:52:10 main:574] : INFO : Epoch 1838 | loss: 0.031209 | val_loss: 0.0312178 | Time: 1498.29 ms
[2022-04-11 17:52:12 main:574] : INFO : Epoch 1839 | loss: 0.0312084 | val_loss: 0.0312149 | Time: 1451.29 ms
[2022-04-11 17:52:13 main:574] : INFO : Epoch 1840 | loss: 0.0312077 | val_loss: 0.0312164 | Time: 1451.8 ms
[2022-04-11 17:52:15 main:574] : INFO : Epoch 1841 | loss: 0.0312089 | val_loss: 0.0312173 | Time: 1375.29 ms
[2022-04-11 17:52:16 main:574] : INFO : Epoch 1842 | loss: 0.0312089 | val_loss: 0.0312154 | Time: 1529.74 ms
[2022-04-11 17:52:18 main:574] : INFO : Epoch 1843 | loss: 0.0312071 | val_loss: 0.0312146 | Time: 1385.59 ms
[2022-04-11 17:52:19 main:574] : INFO : Epoch 1844 | loss: 0.0312066 | val_loss: 0.0312149 | Time: 1490.52 ms
[2022-04-11 17:52:21 main:574] : INFO : Epoch 1845 | loss: 0.0312062 | val_loss: 0.0312126 | Time: 1441.89 ms
[2022-04-11 17:52:22 main:574] : INFO : Epoch 1846 | loss: 0.0312072 | val_loss: 0.0312166 | Time: 1502.36 ms
[2022-04-11 17:52:24 main:574] : INFO : Epoch 1847 | loss: 0.0312086 | val_loss: 0.0312179 | Time: 1455.62 ms
[2022-04-11 17:52:25 main:574] : INFO : Epoch 1848 | loss: 0.0312105 | val_loss: 0.0312179 | Time: 1538.38 ms
[2022-04-11 17:52:27 main:574] : INFO : Epoch 1849 | loss: 0.0312105 | val_loss: 0.0312175 | Time: 1484.64 ms
[2022-04-11 17:52:28 main:574] : INFO : Epoch 1850 | loss: 0.0312094 | val_loss: 0.0312171 | Time: 1506.37 ms
[2022-04-11 17:52:30 main:574] : INFO : Epoch 1851 | loss: 0.0312084 | val_loss: 0.0312201 | Time: 1410.02 ms
[2022-04-11 17:52:31 main:574] : INFO : Epoch 1852 | loss: 0.0312095 | val_loss: 0.0312201 | Time: 1448.5 ms
[2022-04-11 17:52:33 main:574] : INFO : Epoch 1853 | loss: 0.0312089 | val_loss: 0.0312182 | Time: 1479.29 ms
[2022-04-11 17:52:34 main:574] : INFO : Epoch 1854 | loss: 0.0312093 | val_loss: 0.0312207 | Time: 1407.99 ms
[2022-04-11 17:52:35 main:574] : INFO : Epoch 1855 | loss: 0.0312086 | val_loss: 0.0312175 | Time: 1520.05 ms
[2022-04-11 17:52:37 main:574] : INFO : Epoch 1856 | loss: 0.0312131 | val_loss: 0.0312276 | Time: 1379.26 ms
[2022-04-11 17:52:38 main:574] : INFO : Epoch 1857 | loss: 0.0312147 | val_loss: 0.0312207 | Time: 1489.21 ms
[2022-04-11 17:52:40 main:574] : INFO : Epoch 1858 | loss: 0.0312126 | val_loss: 0.0312171 | Time: 1449.01 ms
[2022-04-11 17:52:41 main:574] : INFO : Epoch 1859 | loss: 0.031211 | val_loss: 0.0312196 | Time: 1481.74 ms
[2022-04-11 17:52:43 main:574] : INFO : Epoch 1860 | loss: 0.0312118 | val_loss: 0.0312175 | Time: 1499.65 ms
[2022-04-11 17:52:44 main:574] : INFO : Epoch 1861 | loss: 0.0312122 | val_loss: 0.0312206 | Time: 1448.06 ms
[2022-04-11 17:52:46 main:574] : INFO : Epoch 1862 | loss: 0.0312146 | val_loss: 0.0312201 | Time: 1428.23 ms
[2022-04-11 17:52:47 main:574] : INFO : Epoch 1863 | loss: 0.0312139 | val_loss: 0.0312246 | Time: 1514.59 ms
[2022-04-11 17:52:49 main:574] : INFO : Epoch 1864 | loss: 0.0312153 | val_loss: 0.0312223 | Time: 1375.64 ms
[2022-04-11 17:52:50 main:574] : INFO : Epoch 1865 | loss: 0.0312105 | val_loss: 0.0312195 | Time: 1370.4 ms
[2022-04-11 17:52:51 main:574] : INFO : Epoch 1866 | loss: 0.0312112 | val_loss: 0.0312208 | Time: 1380.36 ms
[2022-04-11 17:52:53 main:574] : INFO : Epoch 1867 | loss: 0.03121 | val_loss: 0.0312186 | Time: 1477.08 ms
[2022-04-11 17:52:54 main:574] : INFO : Epoch 1868 | loss: 0.0312095 | val_loss: 0.0312163 | Time: 1441.95 ms
[2022-04-11 17:52:56 main:574] : INFO : Epoch 1869 | loss: 0.0312101 | val_loss: 0.0312183 | Time: 1520.28 ms
[2022-04-11 17:52:57 main:574] : INFO : Epoch 1870 | loss: 0.031209 | val_loss: 0.0312235 | Time: 1554.28 ms
[2022-04-11 17:52:59 main:574] : INFO : Epoch 1871 | loss: 0.0312121 | val_loss: 0.031225 | Time: 1494.5 ms
[2022-04-11 17:53:00 main:574] : INFO : Epoch 1872 | loss: 0.0312099 | val_loss: 0.0312181 | Time: 1459.99 ms
[2022-04-11 17:53:02 main:574] : INFO : Epoch 1873 | loss: 0.0312073 | val_loss: 0.0312173 | Time: 1381.88 ms
[2022-04-11 17:53:03 main:574] : INFO : Epoch 1874 | loss: 0.031209 | val_loss: 0.0312153 | Time: 1524.14 ms
[2022-04-11 17:53:05 main:574] : INFO : Epoch 1875 | loss: 0.0312082 | val_loss: 0.0312266 | Time: 1440.42 ms
[2022-04-11 17:53:06 main:574] : INFO : Epoch 1876 | loss: 0.0312081 | val_loss: 0.031217 | Time: 1474.23 ms
[2022-04-11 17:53:08 main:574] : INFO : Epoch 1877 | loss: 0.0312075 | val_loss: 0.031219 | Time: 1487.47 ms
[2022-04-11 17:53:09 main:574] : INFO : Epoch 1878 | loss: 0.0312112 | val_loss: 0.0312196 | Time: 1500.02 ms
[2022-04-11 17:53:11 main:574] : INFO : Epoch 1879 | loss: 0.0312159 | val_loss: 0.0312168 | Time: 1455.39 ms
[2022-04-11 17:53:12 main:574] : INFO : Epoch 1880 | loss: 0.031217 | val_loss: 0.0312218 | Time: 1379.18 ms
[2022-04-11 17:53:14 main:574] : INFO : Epoch 1881 | loss: 0.031217 | val_loss: 0.0312208 | Time: 1482.69 ms
[2022-04-11 17:53:15 main:574] : INFO : Epoch 1882 | loss: 0.0312159 | val_loss: 0.0312152 | Time: 1388.27 ms
[2022-04-11 17:53:16 main:574] : INFO : Epoch 1883 | loss: 0.0312138 | val_loss: 0.0312159 | Time: 1455.45 ms
[2022-04-11 17:53:18 main:574] : INFO : Epoch 1884 | loss: 0.0312131 | val_loss: 0.0312138 | Time: 1395.41 ms
[2022-04-11 17:53:19 main:574] : INFO : Epoch 1885 | loss: 0.0312128 | val_loss: 0.0312173 | Time: 1485.87 ms
[2022-04-11 17:53:21 main:574] : INFO : Epoch 1886 | loss: 0.0312131 | val_loss: 0.0312169 | Time: 1520.34 ms
[2022-04-11 17:53:22 main:574] : INFO : Epoch 1887 | loss: 0.0312138 | val_loss: 0.0312192 | Time: 1391.68 ms
[2022-04-11 17:53:24 main:574] : INFO : Epoch 1888 | loss: 0.0312197 | val_loss: 0.0312205 | Time: 1528.69 ms
[2022-04-11 17:53:25 main:574] : INFO : Epoch 1889 | loss: 0.0312199 | val_loss: 0.0312208 | Time: 1413.93 ms
[2022-04-11 17:53:27 main:574] : INFO : Epoch 1890 | loss: 0.0312187 | val_loss: 0.031218 | Time: 1346.39 ms
[2022-04-11 17:53:28 main:574] : INFO : Epoch 1891 | loss: 0.0312163 | val_loss: 0.0312164 | Time: 1511.49 ms
[2022-04-11 17:53:30 main:574] : INFO : Epoch 1892 | loss: 0.0312146 | val_loss: 0.0312186 | Time: 1445.52 ms
[2022-04-11 17:53:31 main:574] : INFO : Epoch 1893 | loss: 0.0312155 | val_loss: 0.0312142 | Time: 1476.46 ms
[2022-04-11 17:53:33 main:574] : INFO : Epoch 1894 | loss: 0.031215 | val_loss: 0.0312196 | Time: 1426.85 ms
[2022-04-11 17:53:34 main:574] : INFO : Epoch 1895 | loss: 0.0312221 | val_loss: 0.0312248 | Time: 1575.84 ms
[2022-04-11 17:53:36 main:574] : INFO : Epoch 1896 | loss: 0.0312239 | val_loss: 0.0312226 | Time: 1494.94 ms
[2022-04-11 17:53:37 main:574] : INFO : Epoch 1897 | loss: 0.0312208 | val_loss: 0.0312183 | Time: 1392.19 ms
[2022-04-11 17:53:39 main:574] : INFO : Epoch 1898 | loss: 0.0312208 | val_loss: 0.0312198 | Time: 1500.82 ms
[2022-04-11 17:53:40 main:574] : INFO : Epoch 1899 | loss: 0.0312186 | val_loss: 0.0312176 | Time: 1484.07 ms
[2022-04-11 17:53:41 main:574] : INFO : Epoch 1900 | loss: 0.0312162 | val_loss: 0.0312151 | Time: 1379.92 ms
[2022-04-11 17:53:43 main:574] : INFO : Epoch 1901 | loss: 0.0312145 | val_loss: 0.0312153 | Time: 1338.88 ms
[2022-04-11 17:53:44 main:574] : INFO : Epoch 1902 | loss: 0.0312148 | val_loss: 0.0312254 | Time: 1438.14 ms
[2022-04-11 17:53:46 main:574] : INFO : Epoch 1903 | loss: 0.0312191 | val_loss: 0.0312177 | Time: 1506.57 ms
[2022-04-11 17:53:47 main:574] : INFO : Epoch 1904 | loss: 0.0312154 | val_loss: 0.0312154 | Time: 1407.64 ms
[2022-04-11 17:53:49 main:574] : INFO : Epoch 1905 | loss: 0.0312152 | val_loss: 0.0312165 | Time: 1467.91 ms
[2022-04-11 17:53:50 main:574] : INFO : Epoch 1906 | loss: 0.031213 | val_loss: 0.031215 | Time: 1375.21 ms
[2022-04-11 17:53:52 main:574] : INFO : Epoch 1907 | loss: 0.031212 | val_loss: 0.0312176 | Time: 1465.26 ms
[2022-04-11 17:53:53 main:574] : INFO : Epoch 1908 | loss: 0.0312117 | val_loss: 0.0312167 | Time: 1479.78 ms
[2022-04-11 17:53:55 main:574] : INFO : Epoch 1909 | loss: 0.0312134 | val_loss: 0.031215 | Time: 1502.78 ms
[2022-04-11 17:53:56 main:574] : INFO : Epoch 1910 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 1376.21 ms
[2022-04-11 17:53:58 main:574] : INFO : Epoch 1911 | loss: 0.031215 | val_loss: 0.0312157 | Time: 1472.49 ms
[2022-04-11 17:53:59 main:574] : INFO : Epoch 1912 | loss: 0.0312143 | val_loss: 0.0312149 | Time: 1340.51 ms
[2022-04-11 17:54:00 main:574] : INFO : Epoch 1913 | loss: 0.0312144 | val_loss: 0.0312139 | Time: 1528.71 ms
[2022-04-11 17:54:02 main:574] : INFO : Epoch 1914 | loss: 0.0312151 | val_loss: 0.0312151 | Time: 1498.1 ms
[2022-04-11 17:54:03 main:574] : INFO : Epoch 1915 | loss: 0.0312138 | val_loss: 0.0312162 | Time: 1482.54 ms
[2022-04-11 17:54:05 main:574] : INFO : Epoch 1916 | loss: 0.031213 | val_loss: 0.0312149 | Time: 1331.87 ms
[2022-04-11 17:54:06 main:574] : INFO : Epoch 1917 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 1526.44 ms
[2022-04-11 17:54:08 main:574] : INFO : Epoch 1918 | loss: 0.0312099 | val_loss: 0.0312138 | Time: 1436.02 ms
[2022-04-11 17:54:09 main:574] : INFO : Epoch 1919 | loss: 0.0312104 | val_loss: 0.0312152 | Time: 1521.24 ms
[2022-04-11 17:54:11 main:574] : INFO : Epoch 1920 | loss: 0.0312106 | val_loss: 0.0312136 | Time: 1496.63 ms
[2022-04-11 17:54:12 main:574] : INFO : Epoch 1921 | loss: 0.0312108 | val_loss: 0.031214 | Time: 1405.83 ms
[2022-04-11 17:54:14 main:574] : INFO : Epoch 1922 | loss: 0.031213 | val_loss: 0.0312106 | Time: 1493.65 ms
[2022-04-11 17:54:15 main:574] : INFO : Epoch 1923 | loss: 0.0312101 | val_loss: 0.0312105 | Time: 1474.71 ms
[2022-04-11 17:54:17 main:574] : INFO : Epoch 1924 | loss: 0.0312097 | val_loss: 0.0312126 | Time: 1520.92 ms
[2022-04-11 17:54:18 main:574] : INFO : Epoch 1925 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 1359.13 ms
[2022-04-11 17:54:20 main:574] : INFO : Epoch 1926 | loss: 0.0312102 | val_loss: 0.0312111 | Time: 1496.6 ms
[2022-04-11 17:54:21 main:574] : INFO : Epoch 1927 | loss: 0.0312092 | val_loss: 0.03121 | Time: 1515.36 ms
[2022-04-11 17:54:23 main:574] : INFO : Epoch 1928 | loss: 0.0312088 | val_loss: 0.0312101 | Time: 1465.33 ms
[2022-04-11 17:54:24 main:574] : INFO : Epoch 1929 | loss: 0.031209 | val_loss: 0.0312179 | Time: 1506.12 ms
[2022-04-11 17:54:26 main:574] : INFO : Epoch 1930 | loss: 0.0312094 | val_loss: 0.0312103 | Time: 1481.36 ms
[2022-04-11 17:54:27 main:574] : INFO : Epoch 1931 | loss: 0.0312076 | val_loss: 0.031211 | Time: 1338.78 ms
[2022-04-11 17:54:29 main:574] : INFO : Epoch 1932 | loss: 0.0312084 | val_loss: 0.0312123 | Time: 1482.55 ms
[2022-04-11 17:54:30 main:574] : INFO : Epoch 1933 | loss: 0.0312074 | val_loss: 0.0312111 | Time: 1518.68 ms
[2022-04-11 17:54:32 main:574] : INFO : Epoch 1934 | loss: 0.0312069 | val_loss: 0.0312113 | Time: 1496.76 ms
[2022-04-11 17:54:33 main:574] : INFO : Epoch 1935 | loss: 0.0312071 | val_loss: 0.0312092 | Time: 1511.58 ms
[2022-04-11 17:54:35 main:574] : INFO : Epoch 1936 | loss: 0.0312064 | val_loss: 0.0312105 | Time: 1554.92 ms
[2022-04-11 17:54:36 main:574] : INFO : Epoch 1937 | loss: 0.0312071 | val_loss: 0.0312097 | Time: 1544.76 ms
[2022-04-11 17:54:38 main:574] : INFO : Epoch 1938 | loss: 0.0312084 | val_loss: 0.0312122 | Time: 1463.81 ms
[2022-04-11 17:54:39 main:574] : INFO : Epoch 1939 | loss: 0.0312083 | val_loss: 0.0312102 | Time: 1457.03 ms
[2022-04-11 17:54:41 main:574] : INFO : Epoch 1940 | loss: 0.0312149 | val_loss: 0.0312262 | Time: 1389.82 ms
[2022-04-11 17:54:42 main:574] : INFO : Epoch 1941 | loss: 0.0312115 | val_loss: 0.031211 | Time: 1389.4 ms
[2022-04-11 17:54:43 main:574] : INFO : Epoch 1942 | loss: 0.0312075 | val_loss: 0.0312107 | Time: 1388.65 ms
[2022-04-11 17:54:45 main:574] : INFO : Epoch 1943 | loss: 0.0312073 | val_loss: 0.0312122 | Time: 1498.43 ms
[2022-04-11 17:54:46 main:574] : INFO : Epoch 1944 | loss: 0.0312057 | val_loss: 0.0312091 | Time: 1365.03 ms
[2022-04-11 17:54:48 main:574] : INFO : Epoch 1945 | loss: 0.0312079 | val_loss: 0.0312117 | Time: 1510.78 ms
[2022-04-11 17:54:49 main:574] : INFO : Epoch 1946 | loss: 0.0312076 | val_loss: 0.0312101 | Time: 1415.52 ms
[2022-04-11 17:54:51 main:574] : INFO : Epoch 1947 | loss: 0.0312079 | val_loss: 0.0312082 | Time: 1457.41 ms
[2022-04-11 17:54:52 main:574] : INFO : Epoch 1948 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 1437.29 ms
[2022-04-11 17:54:54 main:574] : INFO : Epoch 1949 | loss: 0.0312078 | val_loss: 0.0312083 | Time: 1543.19 ms
[2022-04-11 17:54:55 main:574] : INFO : Epoch 1950 | loss: 0.0312063 | val_loss: 0.0312098 | Time: 1525.11 ms
[2022-04-11 17:54:57 main:574] : INFO : Epoch 1951 | loss: 0.0312055 | val_loss: 0.0312096 | Time: 1448.94 ms
[2022-04-11 17:54:58 main:574] : INFO : Epoch 1952 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 1378.82 ms
[2022-04-11 17:55:00 main:574] : INFO : Epoch 1953 | loss: 0.0312112 | val_loss: 0.0312175 | Time: 1487.25 ms
[2022-04-11 17:55:01 main:574] : INFO : Epoch 1954 | loss: 0.0312124 | val_loss: 0.0312179 | Time: 1368.1 ms
[2022-04-11 17:55:03 main:574] : INFO : Epoch 1955 | loss: 0.0312094 | val_loss: 0.0312151 | Time: 1498.01 ms
[2022-04-11 17:55:04 main:574] : INFO : Epoch 1956 | loss: 0.03121 | val_loss: 0.0312111 | Time: 1362.86 ms
[2022-04-11 17:55:05 main:574] : INFO : Epoch 1957 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 1443.4 ms
[2022-04-11 17:55:07 main:574] : INFO : Epoch 1958 | loss: 0.0312087 | val_loss: 0.0312106 | Time: 1379.49 ms
[2022-04-11 17:55:08 main:574] : INFO : Epoch 1959 | loss: 0.0312082 | val_loss: 0.0312117 | Time: 1456.47 ms
[2022-04-11 17:55:10 main:574] : INFO : Epoch 1960 | loss: 0.0312068 | val_loss: 0.0312137 | Time: 1535.91 ms
[2022-04-11 17:55:11 main:574] : INFO : Epoch 1961 | loss: 0.0312122 | val_loss: 0.0312163 | Time: 1512.34 ms
[2022-04-11 17:55:13 main:574] : INFO : Epoch 1962 | loss: 0.031214 | val_loss: 0.0312183 | Time: 1503.49 ms
[2022-04-11 17:55:14 main:574] : INFO : Epoch 1963 | loss: 0.031213 | val_loss: 0.0312171 | Time: 1479.04 ms
[2022-04-11 17:55:16 main:574] : INFO : Epoch 1964 | loss: 0.0312121 | val_loss: 0.0312179 | Time: 1570.42 ms
[2022-04-11 17:55:17 main:574] : INFO : Epoch 1965 | loss: 0.031211 | val_loss: 0.0312165 | Time: 1351.5 ms
[2022-04-11 17:55:19 main:574] : INFO : Epoch 1966 | loss: 0.0312105 | val_loss: 0.0312166 | Time: 1381.57 ms
[2022-04-11 17:55:20 main:574] : INFO : Epoch 1967 | loss: 0.0312088 | val_loss: 0.0312131 | Time: 1507.27 ms
[2022-04-11 17:55:22 main:574] : INFO : Epoch 1968 | loss: 0.0312097 | val_loss: 0.0312139 | Time: 1390.6 ms
[2022-04-11 17:55:23 main:574] : INFO : Epoch 1969 | loss: 0.0312086 | val_loss: 0.0312134 | Time: 1465.54 ms
[2022-04-11 17:55:25 main:574] : INFO : Epoch 1970 | loss: 0.0312067 | val_loss: 0.031213 | Time: 1342.54 ms
[2022-04-11 17:55:26 main:574] : INFO : Epoch 1971 | loss: 0.0312071 | val_loss: 0.0312148 | Time: 1506.78 ms
[2022-04-11 17:55:28 main:574] : INFO : Epoch 1972 | loss: 0.031211 | val_loss: 0.0312156 | Time: 1466.02 ms
[2022-04-11 17:55:29 main:574] : INFO : Epoch 1973 | loss: 0.0312116 | val_loss: 0.0312176 | Time: 1491.83 ms
[2022-04-11 17:55:31 main:574] : INFO : Epoch 1974 | loss: 0.0312081 | val_loss: 0.0312123 | Time: 1543.84 ms
[2022-04-11 17:55:32 main:574] : INFO : Epoch 1975 | loss: 0.0312076 | val_loss: 0.0312119 | Time: 1441.37 ms
[2022-04-11 17:55:34 main:574] : INFO : Epoch 1976 | loss: 0.0312085 | val_loss: 0.0312146 | Time: 1504.66 ms
[2022-04-11 17:55:35 main:574] : INFO : Epoch 1977 | loss: 0.0312207 | val_loss: 0.0312266 | Time: 1481.57 ms
[2022-04-11 17:55:37 main:574] : INFO : Epoch 1978 | loss: 0.0312232 | val_loss: 0.0312247 | Time: 1429.53 ms
[2022-04-11 17:55:38 main:574] : INFO : Epoch 1979 | loss: 0.0312225 | val_loss: 0.0312295 | Time: 1429.92 ms
[2022-04-11 17:55:40 main:574] : INFO : Epoch 1980 | loss: 0.0312221 | val_loss: 0.0312272 | Time: 1519.13 ms
[2022-04-11 17:55:41 main:574] : INFO : Epoch 1981 | loss: 0.0312158 | val_loss: 0.0312178 | Time: 1473.89 ms
[2022-04-11 17:55:43 main:574] : INFO : Epoch 1982 | loss: 0.0312165 | val_loss: 0.0312203 | Time: 1450 ms
[2022-04-11 17:55:44 main:574] : INFO : Epoch 1983 | loss: 0.031217 | val_loss: 0.0312174 | Time: 1413.35 ms
[2022-04-11 17:55:45 main:574] : INFO : Epoch 1984 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 1426.01 ms
[2022-04-11 17:55:47 main:574] : INFO : Epoch 1985 | loss: 0.0312149 | val_loss: 0.0312195 | Time: 1360.28 ms
[2022-04-11 17:55:48 main:574] : INFO : Epoch 1986 | loss: 0.0312182 | val_loss: 0.0312196 | Time: 1502.23 ms
[2022-04-11 17:55:50 main:574] : INFO : Epoch 1987 | loss: 0.031217 | val_loss: 0.0312183 | Time: 1482.9 ms
[2022-04-11 17:55:51 main:574] : INFO : Epoch 1988 | loss: 0.0312174 | val_loss: 0.0312169 | Time: 1431.12 ms
[2022-04-11 17:55:53 main:574] : INFO : Epoch 1989 | loss: 0.0312164 | val_loss: 0.0312159 | Time: 1456.38 ms
[2022-04-11 17:55:54 main:574] : INFO : Epoch 1990 | loss: 0.0312191 | val_loss: 0.0312216 | Time: 1411.42 ms
[2022-04-11 17:55:56 main:574] : INFO : Epoch 1991 | loss: 0.0312202 | val_loss: 0.0312219 | Time: 1576.26 ms
[2022-04-11 17:55:57 main:574] : INFO : Epoch 1992 | loss: 0.0312192 | val_loss: 0.0312172 | Time: 1511.86 ms
[2022-04-11 17:55:59 main:574] : INFO : Epoch 1993 | loss: 0.0312185 | val_loss: 0.0312169 | Time: 1410.46 ms
[2022-04-11 17:56:00 main:574] : INFO : Epoch 1994 | loss: 0.0312155 | val_loss: 0.0312179 | Time: 1519.5 ms
[2022-04-11 17:56:02 main:574] : INFO : Epoch 1995 | loss: 0.0312166 | val_loss: 0.0312183 | Time: 1483.35 ms
[2022-04-11 17:56:03 main:574] : INFO : Epoch 1996 | loss: 0.0312162 | val_loss: 0.0312161 | Time: 1334.93 ms
[2022-04-11 17:56:05 main:574] : INFO : Epoch 1997 | loss: 0.0312131 | val_loss: 0.0312143 | Time: 1492.93 ms
[2022-04-11 17:56:06 main:574] : INFO : Epoch 1998 | loss: 0.0312126 | val_loss: 0.0312144 | Time: 1435.78 ms
[2022-04-11 17:56:08 main:574] : INFO : Epoch 1999 | loss: 0.0312128 | val_loss: 0.031216 | Time: 1489.37 ms
[2022-04-11 17:56:09 main:574] : INFO : Epoch 2000 | loss: 0.0312155 | val_loss: 0.0312181 | Time: 1469.49 ms
[2022-04-11 17:56:11 main:574] : INFO : Epoch 2001 | loss: 0.0312143 | val_loss: 0.0312167 | Time: 1521.38 ms
[2022-04-11 17:56:12 main:574] : INFO : Epoch 2002 | loss: 0.0312164 | val_loss: 0.0312158 | Time: 1501.76 ms
[2022-04-11 17:56:14 main:574] : INFO : Epoch 2003 | loss: 0.0312185 | val_loss: 0.0312209 | Time: 1466.25 ms
[2022-04-11 17:56:15 main:574] : INFO : Epoch 2004 | loss: 0.0312189 | val_loss: 0.0312222 | Time: 1521.11 ms
[2022-04-11 17:56:17 main:574] : INFO : Epoch 2005 | loss: 0.0312213 | val_loss: 0.03122 | Time: 1529.6 ms
[2022-04-11 17:56:18 main:574] : INFO : Epoch 2006 | loss: 0.0312261 | val_loss: 0.0312319 | Time: 1519.59 ms
[2022-04-11 17:56:20 main:574] : INFO : Epoch 2007 | loss: 0.0312349 | val_loss: 0.0312286 | Time: 1555.59 ms
[2022-04-11 17:56:21 main:574] : INFO : Epoch 2008 | loss: 0.0312325 | val_loss: 0.0312289 | Time: 1493.42 ms
[2022-04-11 17:56:23 main:574] : INFO : Epoch 2009 | loss: 0.0312312 | val_loss: 0.0312285 | Time: 1400.51 ms
[2022-04-11 17:56:24 main:574] : INFO : Epoch 2010 | loss: 0.0312283 | val_loss: 0.0312242 | Time: 1452.81 ms
[2022-04-11 17:56:26 main:574] : INFO : Epoch 2011 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 1452.62 ms
[2022-04-11 17:56:27 main:574] : INFO : Epoch 2012 | loss: 0.0312247 | val_loss: 0.0312239 | Time: 1455.22 ms
[2022-04-11 17:56:29 main:574] : INFO : Epoch 2013 | loss: 0.0312238 | val_loss: 0.0312246 | Time: 1491.58 ms
[2022-04-11 17:56:30 main:574] : INFO : Epoch 2014 | loss: 0.0312233 | val_loss: 0.0312245 | Time: 1423.53 ms
[2022-04-11 17:56:32 main:574] : INFO : Epoch 2015 | loss: 0.0312234 | val_loss: 0.0312232 | Time: 1494.34 ms
[2022-04-11 17:56:33 main:574] : INFO : Epoch 2016 | loss: 0.0312232 | val_loss: 0.0312212 | Time: 1363.33 ms
[2022-04-11 17:56:34 main:574] : INFO : Epoch 2017 | loss: 0.0312221 | val_loss: 0.0312208 | Time: 1447.83 ms
[2022-04-11 17:56:36 main:574] : INFO : Epoch 2018 | loss: 0.0312202 | val_loss: 0.0312208 | Time: 1500.18 ms
[2022-04-11 17:56:37 main:574] : INFO : Epoch 2019 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 1353.86 ms
[2022-04-11 17:56:39 main:574] : INFO : Epoch 2020 | loss: 0.031219 | val_loss: 0.031219 | Time: 1493.68 ms
[2022-04-11 17:56:40 main:574] : INFO : Epoch 2021 | loss: 0.0312199 | val_loss: 0.0312195 | Time: 1507.93 ms
[2022-04-11 17:56:42 main:574] : INFO : Epoch 2022 | loss: 0.03122 | val_loss: 0.0312201 | Time: 1480.01 ms
[2022-04-11 17:56:43 main:574] : INFO : Epoch 2023 | loss: 0.0312194 | val_loss: 0.0312219 | Time: 1510.7 ms
[2022-04-11 17:56:45 main:574] : INFO : Epoch 2024 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 1518.58 ms
[2022-04-11 17:56:46 main:574] : INFO : Epoch 2025 | loss: 0.0312204 | val_loss: 0.0312183 | Time: 1481 ms
[2022-04-11 17:56:48 main:574] : INFO : Epoch 2026 | loss: 0.0312184 | val_loss: 0.031217 | Time: 1441.61 ms
[2022-04-11 17:56:49 main:574] : INFO : Epoch 2027 | loss: 0.0312203 | val_loss: 0.031218 | Time: 1447.31 ms
[2022-04-11 17:56:51 main:574] : INFO : Epoch 2028 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 1489.22 ms
[2022-04-11 17:56:52 main:574] : INFO : Epoch 2029 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 1331.3 ms
[2022-04-11 17:56:54 main:574] : INFO : Epoch 2030 | loss: 0.0312143 | val_loss: 0.031217 | Time: 1477.01 ms
[2022-04-11 17:56:55 main:574] : INFO : Epoch 2031 | loss: 0.031214 | val_loss: 0.0312177 | Time: 1465.57 ms
[2022-04-11 17:56:56 main:574] : INFO : Epoch 2032 | loss: 0.0312147 | val_loss: 0.0312172 | Time: 1337.96 ms
[2022-04-11 17:56:58 main:574] : INFO : Epoch 2033 | loss: 0.0312163 | val_loss: 0.031219 | Time: 1403.22 ms
[2022-04-11 17:56:59 main:574] : INFO : Epoch 2034 | loss: 0.0312138 | val_loss: 0.0312179 | Time: 1492.6 ms
[2022-04-11 17:57:01 main:574] : INFO : Epoch 2035 | loss: 0.0312137 | val_loss: 0.0312208 | Time: 1381.45 ms
[2022-04-11 17:57:02 main:574] : INFO : Epoch 2036 | loss: 0.0312161 | val_loss: 0.0312171 | Time: 1361.05 ms
[2022-04-11 17:57:04 main:574] : INFO : Epoch 2037 | loss: 0.0312174 | val_loss: 0.031222 | Time: 1457.1 ms
[2022-04-11 17:57:05 main:574] : INFO : Epoch 2038 | loss: 0.0312183 | val_loss: 0.0312159 | Time: 1526.26 ms
[2022-04-11 17:57:07 main:574] : INFO : Epoch 2039 | loss: 0.0312161 | val_loss: 0.0312173 | Time: 1520.91 ms
[2022-04-11 17:57:08 main:574] : INFO : Epoch 2040 | loss: 0.0312155 | val_loss: 0.0312159 | Time: 1477.72 ms
[2022-04-11 17:57:10 main:574] : INFO : Epoch 2041 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 1569.12 ms
[2022-04-11 17:57:11 main:574] : INFO : Epoch 2042 | loss: 0.0312154 | val_loss: 0.031218 | Time: 1505.54 ms
[2022-04-11 17:57:13 main:574] : INFO : Epoch 2043 | loss: 0.0312156 | val_loss: 0.0312161 | Time: 1466.27 ms
[2022-04-11 17:57:14 main:574] : INFO : Epoch 2044 | loss: 0.0312182 | val_loss: 0.031216 | Time: 1391.41 ms
[2022-04-11 17:57:15 main:574] : INFO : Epoch 2045 | loss: 0.0312162 | val_loss: 0.0312166 | Time: 1387.87 ms
[2022-04-11 17:57:17 main:574] : INFO : Epoch 2046 | loss: 0.031215 | val_loss: 0.0312159 | Time: 1542.94 ms
[2022-04-11 17:57:19 main:574] : INFO : Epoch 2047 | loss: 0.0312154 | val_loss: 0.0312165 | Time: 1508.38 ms
[2022-04-11 17:57:20 main:574] : INFO : Epoch 2048 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 1361.57 ms
[2022-04-11 17:57:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312199
[2022-04-11 17:57:20 main:603] : INFO : Saving end state to config to file
[2022-04-11 17:57:20 main:608] : INFO : Success, exiting..
17:57:20 (11944): 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)