Task 14502586
| Name | ParityModified-1647042409-30976-3-0_1 |
| Workunit | 11285615 |
| Created | 6 Apr 2022, 22:11:01 UTC |
| Sent | 7 Apr 2022, 0:02:20 UTC |
| Report deadline | 15 Apr 2022, 0:02:20 UTC |
| Received | 12 Apr 2022, 20:06:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 51 min 42 sec |
| CPU time | 48 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.0311189 | val_loss: 0.0311467 | Time: 1336.81 ms
[2022-04-06 19:02:01 main:574] : INFO : Epoch 1543 | loss: 0.0311201 | val_loss: 0.0311499 | Time: 1339.37 ms
[2022-04-06 19:02:02 main:574] : INFO : Epoch 1544 | loss: 0.0311189 | val_loss: 0.0311516 | Time: 1518.86 ms
[2022-04-06 19:02:04 main:574] : INFO : Epoch 1545 | loss: 0.0311177 | val_loss: 0.0311549 | Time: 1559.73 ms
[2022-04-06 19:02:05 main:574] : INFO : Epoch 1546 | loss: 0.0311183 | val_loss: 0.0311536 | Time: 1352.01 ms
[2022-04-06 19:02:06 main:574] : INFO : Epoch 1547 | loss: 0.0311183 | val_loss: 0.0311501 | Time: 1332.26 ms
[2022-04-06 19:02:08 main:574] : INFO : Epoch 1548 | loss: 0.0311203 | val_loss: 0.0311491 | Time: 1328.89 ms
[2022-04-06 19:02:09 main:574] : INFO : Epoch 1549 | loss: 0.0311221 | val_loss: 0.0311516 | Time: 1335.36 ms
[2022-04-06 19:02:10 main:574] : INFO : Epoch 1550 | loss: 0.031123 | val_loss: 0.031156 | Time: 1332.42 ms
[2022-04-06 19:02:12 main:574] : INFO : Epoch 1551 | loss: 0.0311196 | val_loss: 0.031154 | Time: 1385.72 ms
[2022-04-06 19:02:13 main:574] : INFO : Epoch 1552 | loss: 0.0311193 | val_loss: 0.0311508 | Time: 1589.53 ms
[2022-04-06 19:02:15 main:574] : INFO : Epoch 1553 | loss: 0.0311189 | val_loss: 0.0311491 | Time: 1333.13 ms
[2022-04-06 19:02:16 main:574] : INFO : Epoch 1554 | loss: 0.0311188 | val_loss: 0.0311484 | Time: 1330.96 ms
[2022-04-06 19:02:17 main:574] : INFO : Epoch 1555 | loss: 0.0311197 | val_loss: 0.0311502 | Time: 1331.71 ms
[2022-04-06 19:02:19 main:574] : INFO : Epoch 1556 | loss: 0.0311326 | val_loss: 0.0311531 | Time: 1327.99 ms
[2022-04-06 19:02:20 main:574] : INFO : Epoch 1557 | loss: 0.0311312 | val_loss: 0.0311552 | Time: 1336.41 ms
[2022-04-06 19:02:21 main:574] : INFO : Epoch 1558 | loss: 0.0311312 | val_loss: 0.0311537 | Time: 1330.21 ms
[2022-04-06 19:02:23 main:574] : INFO : Epoch 1559 | loss: 0.031127 | val_loss: 0.0311504 | Time: 1560.34 ms
[2022-04-06 19:02:24 main:574] : INFO : Epoch 1560 | loss: 0.0311255 | val_loss: 0.0311549 | Time: 1373.54 ms
[2022-04-06 19:02:26 main:574] : INFO : Epoch 1561 | loss: 0.0311311 | val_loss: 0.031157 | Time: 1333.36 ms
[2022-04-06 19:02:27 main:574] : INFO : Epoch 1562 | loss: 0.0311301 | val_loss: 0.0311529 | Time: 1333.01 ms
[2022-04-06 19:02:28 main:574] : INFO : Epoch 1563 | loss: 0.0311273 | val_loss: 0.031161 | Time: 1336.72 ms
[2022-04-06 19:02:30 main:574] : INFO : Epoch 1564 | loss: 0.0311247 | val_loss: 0.0311507 | Time: 1346.18 ms
[2022-04-06 19:02:31 main:574] : INFO : Epoch 1565 | loss: 0.0311228 | val_loss: 0.031155 | Time: 1341.84 ms
[2022-04-06 19:02:33 main:574] : INFO : Epoch 1566 | loss: 0.0311206 | val_loss: 0.0311509 | Time: 1652.44 ms
[2022-04-06 19:02:34 main:574] : INFO : Epoch 1567 | loss: 0.0311197 | val_loss: 0.0311546 | Time: 1451.37 ms
[2022-04-06 19:02:36 main:574] : INFO : Epoch 1568 | loss: 0.0311206 | val_loss: 0.0311504 | Time: 1331.39 ms
[2022-04-06 19:02:37 main:574] : INFO : Epoch 1569 | loss: 0.0311236 | val_loss: 0.0311527 | Time: 1335.19 ms
[2022-04-06 19:02:38 main:574] : INFO : Epoch 1570 | loss: 0.0311232 | val_loss: 0.0311528 | Time: 1331.23 ms
[2022-04-06 19:02:40 main:574] : INFO : Epoch 1571 | loss: 0.0311235 | val_loss: 0.0311512 | Time: 1332.86 ms
[2022-04-06 19:02:41 main:574] : INFO : Epoch 1572 | loss: 0.0311248 | val_loss: 0.0311501 | Time: 1333.36 ms
[2022-04-06 19:02:43 main:574] : INFO : Epoch 1573 | loss: 0.0311236 | val_loss: 0.0311498 | Time: 1676.16 ms
[2022-04-06 19:02:44 main:574] : INFO : Epoch 1574 | loss: 0.0311229 | val_loss: 0.0311531 | Time: 1382.43 ms
[2022-04-06 19:02:45 main:574] : INFO : Epoch 1575 | loss: 0.0311241 | val_loss: 0.0311481 | Time: 1334.91 ms
[2022-04-06 19:02:47 main:574] : INFO : Epoch 1576 | loss: 0.0311232 | val_loss: 0.0311477 | Time: 1328.9 ms
[2022-04-06 19:02:48 main:574] : INFO : Epoch 1577 | loss: 0.0311214 | val_loss: 0.0311492 | Time: 1326.69 ms
[2022-04-06 19:02:49 main:574] : INFO : Epoch 1578 | loss: 0.031121 | val_loss: 0.0311508 | Time: 1330.12 ms
[2022-04-06 19:02:51 main:574] : INFO : Epoch 1579 | loss: 0.0311237 | val_loss: 0.0311612 | Time: 1336.7 ms
[2022-04-06 19:02:53 main:574] : INFO : Epoch 1580 | loss: 0.0311244 | val_loss: 0.0311528 | Time: 2104.92 ms
[2022-04-06 19:02:54 main:574] : INFO : Epoch 1581 | loss: 0.0311273 | val_loss: 0.0311541 | Time: 1355.48 ms
[2022-04-06 19:02:55 main:574] : INFO : Epoch 1582 | loss: 0.031129 | val_loss: 0.0311508 | Time: 1327.82 ms
[2022-04-06 19:02:57 main:574] : INFO : Epoch 1583 | loss: 0.0311247 | val_loss: 0.0311484 | Time: 1330.96 ms
[2022-04-06 19:02:58 main:574] : INFO : Epoch 1584 | loss: 0.0311228 | val_loss: 0.031148 | Time: 1328.21 ms
[2022-04-06 19:02:59 main:574] : INFO : Epoch 1585 | loss: 0.0311235 | val_loss: 0.0311501 | Time: 1330.5 ms
[2022-04-06 19:03:01 main:574] : INFO : Epoch 1586 | loss: 0.0311236 | val_loss: 0.0311544 | Time: 1337.93 ms
[2022-04-06 19:03:02 main:574] : INFO : Epoch 1587 | loss: 0.0311374 | val_loss: 0.0311528 | Time: 1480.77 ms
[2022-04-06 19:03:04 main:574] : INFO : Epoch 1588 | loss: 0.0311367 | val_loss: 0.0311525 | Time: 1535.17 ms
[2022-04-06 19:03:05 main:574] : INFO : Epoch 1589 | loss: 0.0311322 | val_loss: 0.0311542 | Time: 1348.58 ms
[2022-04-06 19:03:07 main:574] : INFO : Epoch 1590 | loss: 0.0311305 | val_loss: 0.0311488 | Time: 1325.51 ms
[2022-04-06 19:03:08 main:574] : INFO : Epoch 1591 | loss: 0.0311282 | val_loss: 0.031149 | Time: 1329.4 ms
[2022-04-06 19:03:09 main:574] : INFO : Epoch 1592 | loss: 0.0311315 | val_loss: 0.031157 | Time: 1332.99 ms
[2022-04-06 19:03:11 main:574] : INFO : Epoch 1593 | loss: 0.0311289 | val_loss: 0.0311538 | Time: 1333.42 ms
[2022-04-06 19:03:12 main:574] : INFO : Epoch 1594 | loss: 0.0311292 | val_loss: 0.0311567 | Time: 1384.7 ms
[2022-04-06 19:03:14 main:574] : INFO : Epoch 1595 | loss: 0.0311271 | val_loss: 0.0311544 | Time: 1567.32 ms
[2022-04-06 19:03:15 main:574] : INFO : Epoch 1596 | loss: 0.0311256 | val_loss: 0.031152 | Time: 1338.51 ms
[2022-04-06 19:03:16 main:574] : INFO : Epoch 1597 | loss: 0.0311244 | val_loss: 0.031152 | Time: 1335.11 ms
[2022-04-06 19:03:18 main:574] : INFO : Epoch 1598 | loss: 0.0311242 | val_loss: 0.0311507 | Time: 1333.69 ms
[2022-04-06 19:03:19 main:574] : INFO : Epoch 1599 | loss: 0.0311219 | val_loss: 0.0311534 | Time: 1330.39 ms
[2022-04-06 19:03:20 main:574] : INFO : Epoch 1600 | loss: 0.0311219 | val_loss: 0.0311529 | Time: 1337.89 ms
[2022-04-06 19:03:22 main:574] : INFO : Epoch 1601 | loss: 0.0311217 | val_loss: 0.0311548 | Time: 1329.65 ms
[2022-04-06 19:03:23 main:574] : INFO : Epoch 1602 | loss: 0.0311241 | val_loss: 0.0311599 | Time: 1571.2 ms
[2022-04-06 19:03:24 main:574] : INFO : Epoch 1603 | loss: 0.0311235 | val_loss: 0.0311522 | Time: 1336.29 ms
[2022-04-06 19:03:26 main:574] : INFO : Epoch 1604 | loss: 0.0311235 | val_loss: 0.0311531 | Time: 1337.04 ms
[2022-04-06 19:03:27 main:574] : INFO : Epoch 1605 | loss: 0.0311215 | val_loss: 0.0311594 | Time: 1370.49 ms
[2022-04-06 19:03:29 main:574] : INFO : Epoch 1606 | loss: 0.0311227 | val_loss: 0.0311575 | Time: 1361.26 ms
[2022-04-06 19:03:30 main:574] : INFO : Epoch 1607 | loss: 0.0311234 | val_loss: 0.0311527 | Time: 1385.9 ms
[2022-04-06 19:03:31 main:574] : INFO : Epoch 1608 | loss: 0.0311232 | val_loss: 0.0311504 | Time: 1341.57 ms
[2022-04-06 19:03:33 main:574] : INFO : Epoch 1609 | loss: 0.0311222 | val_loss: 0.0311546 | Time: 1766.35 ms
[2022-04-06 19:03:34 main:574] : INFO : Epoch 1610 | loss: 0.0311218 | val_loss: 0.0311556 | Time: 1352.83 ms
[2022-04-06 19:03:36 main:574] : INFO : Epoch 1611 | loss: 0.03112 | val_loss: 0.0311527 | Time: 1334.86 ms
[2022-04-06 19:03:37 main:574] : INFO : Epoch 1612 | loss: 0.0311201 | val_loss: 0.0311564 | Time: 1332.76 ms
[2022-04-06 19:03:38 main:574] : INFO : Epoch 1613 | loss: 0.0311229 | val_loss: 0.0311534 | Time: 1335.36 ms
[2022-04-06 19:03:40 main:574] : INFO : Epoch 1614 | loss: 0.0311206 | val_loss: 0.0311524 | Time: 1327.34 ms
[2022-04-06 19:03:41 main:574] : INFO : Epoch 1615 | loss: 0.0311223 | val_loss: 0.031149 | Time: 1335.77 ms
[2022-04-06 19:03:43 main:574] : INFO : Epoch 1616 | loss: 0.0311237 | val_loss: 0.0311509 | Time: 1639.8 ms
[2022-04-06 19:03:44 main:574] : INFO : Epoch 1617 | loss: 0.0311243 | val_loss: 0.0311581 | Time: 1429.43 ms
[2022-04-06 19:03:46 main:574] : INFO : Epoch 1618 | loss: 0.0311233 | val_loss: 0.0311524 | Time: 1341.18 ms
[2022-04-06 19:03:47 main:574] : INFO : Epoch 1619 | loss: 0.0311273 | val_loss: 0.0311535 | Time: 1345.67 ms
[2022-04-06 19:03:48 main:574] : INFO : Epoch 1620 | loss: 0.0311265 | val_loss: 0.0311484 | Time: 1352.45 ms
[2022-04-06 19:03:50 main:574] : INFO : Epoch 1621 | loss: 0.0311247 | val_loss: 0.0311499 | Time: 1337.44 ms
[2022-04-06 19:03:51 main:574] : INFO : Epoch 1622 | loss: 0.0311239 | val_loss: 0.0311488 | Time: 1332.35 ms
[2022-04-06 19:03:53 main:574] : INFO : Epoch 1623 | loss: 0.0311222 | val_loss: 0.0311478 | Time: 2015.6 ms
[2022-04-06 19:03:54 main:574] : INFO : Epoch 1624 | loss: 0.0311206 | val_loss: 0.0311465 | Time: 1376.66 ms
[2022-04-06 19:03:56 main:574] : INFO : Epoch 1625 | loss: 0.0311226 | val_loss: 0.0311477 | Time: 1333.79 ms
[2022-04-06 19:03:57 main:574] : INFO : Epoch 1626 | loss: 0.031125 | val_loss: 0.0311482 | Time: 1340.54 ms
[2022-04-06 19:03:58 main:574] : INFO : Epoch 1627 | loss: 0.0311248 | val_loss: 0.0311602 | Time: 1334.87 ms
[2022-04-06 19:04:00 main:574] : INFO : Epoch 1628 | loss: 0.0311253 | val_loss: 0.0311507 | Time: 1331.64 ms
[2022-04-06 19:04:01 main:574] : INFO : Epoch 1629 | loss: 0.0311232 | val_loss: 0.0311465 | Time: 1336.46 ms
[2022-04-06 19:04:03 main:574] : INFO : Epoch 1630 | loss: 0.031121 | val_loss: 0.0311467 | Time: 1534.54 ms
[2022-04-06 19:04:04 main:574] : INFO : Epoch 1631 | loss: 0.0311221 | val_loss: 0.031153 | Time: 1500.28 ms
[2022-04-06 19:04:05 main:574] : INFO : Epoch 1632 | loss: 0.0311229 | val_loss: 0.0311569 | Time: 1361.87 ms
[2022-04-06 19:04:07 main:574] : INFO : Epoch 1633 | loss: 0.0311208 | val_loss: 0.0311501 | Time: 1346.19 ms
[2022-04-06 19:04:08 main:574] : INFO : Epoch 1634 | loss: 0.0311186 | val_loss: 0.0311499 | Time: 1340.24 ms
[2022-04-06 19:04:09 main:574] : INFO : Epoch 1635 | loss: 0.0311219 | val_loss: 0.0311519 | Time: 1345.79 ms
[2022-04-06 19:04:11 main:574] : INFO : Epoch 1636 | loss: 0.031121 | val_loss: 0.031159 | Time: 1464.93 ms
[2022-04-06 19:04:13 main:574] : INFO : Epoch 1637 | loss: 0.0311217 | val_loss: 0.031152 | Time: 1749.43 ms
[2022-04-06 19:04:14 main:574] : INFO : Epoch 1638 | loss: 0.0311184 | val_loss: 0.0311493 | Time: 1510.14 ms
[2022-04-06 19:04:16 main:574] : INFO : Epoch 1639 | loss: 0.0311196 | val_loss: 0.0311481 | Time: 1373.11 ms
[2022-04-06 19:04:17 main:574] : INFO : Epoch 1640 | loss: 0.031119 | val_loss: 0.0311498 | Time: 1462.63 ms
[2022-04-06 19:04:19 main:574] : INFO : Epoch 1641 | loss: 0.0311178 | val_loss: 0.0311466 | Time: 1499.89 ms
[2022-04-06 19:04:20 main:574] : INFO : Epoch 1642 | loss: 0.031117 | val_loss: 0.031148 | Time: 1453.77 ms
[2022-04-06 19:04:21 main:574] : INFO : Epoch 1643 | loss: 0.0311159 | val_loss: 0.0311516 | Time: 1377.96 ms
[2022-04-06 19:04:33 main:574] : INFO : Epoch 1644 | loss: 0.0311171 | val_loss: 0.0311509 | Time: 11880.5 ms
[2022-04-06 19:04:35 main:574] : INFO : Epoch 1645 | loss: 0.031123 | val_loss: 0.0311511 | Time: 1422.44 ms
[2022-04-06 19:04:36 main:574] : INFO : Epoch 1646 | loss: 0.0311217 | val_loss: 0.0311531 | Time: 1397.95 ms
[2022-04-06 19:04:37 main:574] : INFO : Epoch 1647 | loss: 0.0311196 | val_loss: 0.0311498 | Time: 1358.53 ms
[2022-04-06 19:04:39 main:574] : INFO : Epoch 1648 | loss: 0.0311196 | val_loss: 0.0311497 | Time: 1364.64 ms
[2022-04-06 19:04:40 main:574] : INFO : Epoch 1649 | loss: 0.0311292 | val_loss: 0.0311637 | Time: 1409.28 ms
[2022-04-06 19:04:42 main:574] : INFO : Epoch 1650 | loss: 0.0311374 | val_loss: 0.0311511 | Time: 1649.19 ms
[2022-04-06 19:04:44 main:574] : INFO : Epoch 1651 | loss: 0.0311324 | val_loss: 0.0311547 | Time: 1755.6 ms
[2022-04-06 19:04:45 main:574] : INFO : Epoch 1652 | loss: 0.031128 | val_loss: 0.0311509 | Time: 1390.54 ms
[2022-04-06 19:04:46 main:574] : INFO : Epoch 1653 | loss: 0.0311418 | val_loss: 0.0311611 | Time: 1359.86 ms
[2022-04-06 19:04:48 main:574] : INFO : Epoch 1654 | loss: 0.0311488 | val_loss: 0.0311568 | Time: 1351.05 ms
[2022-04-06 19:04:49 main:574] : INFO : Epoch 1655 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 1381.05 ms
[2022-04-06 19:04:51 main:574] : INFO : Epoch 1656 | loss: 0.0311429 | val_loss: 0.0311531 | Time: 1383.26 ms
[2022-04-06 19:04:52 main:574] : INFO : Epoch 1657 | loss: 0.0311382 | val_loss: 0.0311558 | Time: 1387.38 ms
[2022-04-06 19:04:54 main:574] : INFO : Epoch 1658 | loss: 0.0311393 | val_loss: 0.031161 | Time: 1664.76 ms
[2022-04-06 19:04:55 main:574] : INFO : Epoch 1659 | loss: 0.0311392 | val_loss: 0.0311511 | Time: 1336.55 ms
[2022-04-06 19:04:56 main:574] : INFO : Epoch 1660 | loss: 0.031134 | val_loss: 0.0311521 | Time: 1335.69 ms
[2022-04-06 19:04:58 main:574] : INFO : Epoch 1661 | loss: 0.0311319 | val_loss: 0.031152 | Time: 1333.33 ms
[2022-04-06 19:04:59 main:574] : INFO : Epoch 1662 | loss: 0.0311317 | val_loss: 0.0311499 | Time: 1357.32 ms
[2022-04-06 19:05:00 main:574] : INFO : Epoch 1663 | loss: 0.0311319 | val_loss: 0.0311522 | Time: 1339.64 ms
[2022-04-06 19:05:02 main:574] : INFO : Epoch 1664 | loss: 0.0311299 | val_loss: 0.0311502 | Time: 1336.08 ms
[2022-04-06 19:05:03 main:574] : INFO : Epoch 1665 | loss: 0.0311276 | val_loss: 0.0311508 | Time: 1620.82 ms
[2022-04-06 19:05:05 main:574] : INFO : Epoch 1666 | loss: 0.0311268 | val_loss: 0.0311501 | Time: 1347.15 ms
[2022-04-06 19:05:06 main:574] : INFO : Epoch 1667 | loss: 0.031126 | val_loss: 0.0311517 | Time: 1376.01 ms
[2022-04-06 19:05:07 main:574] : INFO : Epoch 1668 | loss: 0.0311292 | val_loss: 0.031163 | Time: 1330.96 ms
[2022-04-06 19:05:09 main:574] : INFO : Epoch 1669 | loss: 0.0311303 | val_loss: 0.0311486 | Time: 1340.25 ms
[2022-04-06 19:05:10 main:574] : INFO : Epoch 1670 | loss: 0.0311287 | val_loss: 0.0311476 | Time: 1334.44 ms
[2022-04-06 19:05:11 main:574] : INFO : Epoch 1671 | loss: 0.0311253 | val_loss: 0.0311478 | Time: 1335.48 ms
[2022-04-06 19:05:13 main:574] : INFO : Epoch 1672 | loss: 0.031124 | val_loss: 0.0311492 | Time: 1728.7 ms
[2022-04-06 19:05:15 main:574] : INFO : Epoch 1673 | loss: 0.031123 | val_loss: 0.0311469 | Time: 1393.87 ms
[2022-04-06 19:05:16 main:574] : INFO : Epoch 1674 | loss: 0.0311223 | val_loss: 0.0311481 | Time: 1383.16 ms
[2022-04-06 19:05:17 main:574] : INFO : Epoch 1675 | loss: 0.0311218 | val_loss: 0.0311493 | Time: 1379.72 ms
[2022-04-06 19:05:19 main:574] : INFO : Epoch 1676 | loss: 0.0311233 | val_loss: 0.0311487 | Time: 1334.48 ms
[2022-04-06 19:05:20 main:574] : INFO : Epoch 1677 | loss: 0.0311222 | val_loss: 0.0311472 | Time: 1340.5 ms
[2022-04-06 19:05:21 main:574] : INFO : Epoch 1678 | loss: 0.0311241 | val_loss: 0.0311521 | Time: 1338.3 ms
[2022-04-06 19:05:23 main:574] : INFO : Epoch 1679 | loss: 0.031123 | val_loss: 0.0311538 | Time: 1729.38 ms
[2022-04-06 19:05:24 main:574] : INFO : Epoch 1680 | loss: 0.0311219 | val_loss: 0.0311474 | Time: 1350.06 ms
[2022-04-06 19:05:26 main:574] : INFO : Epoch 1681 | loss: 0.0311222 | val_loss: 0.0311493 | Time: 1339.85 ms
[2022-04-06 19:05:27 main:574] : INFO : Epoch 1682 | loss: 0.0311199 | val_loss: 0.0311449 | Time: 1340.31 ms
[2022-04-06 19:05:28 main:574] : INFO : Epoch 1683 | loss: 0.0311204 | val_loss: 0.0311455 | Time: 1375.92 ms
[2022-04-06 19:05:30 main:574] : INFO : Epoch 1684 | loss: 0.0311224 | val_loss: 0.0311466 | Time: 1346.2 ms
[2022-04-06 19:05:31 main:574] : INFO : Epoch 1685 | loss: 0.0311201 | val_loss: 0.0311487 | Time: 1336.66 ms
[2022-04-06 19:05:33 main:574] : INFO : Epoch 1686 | loss: 0.031122 | val_loss: 0.0311497 | Time: 1499.24 ms
[2022-04-06 19:05:34 main:574] : INFO : Epoch 1687 | loss: 0.03112 | val_loss: 0.0311453 | Time: 1620.81 ms
[2022-04-06 19:05:36 main:574] : INFO : Epoch 1688 | loss: 0.0311193 | val_loss: 0.0311466 | Time: 1349.33 ms
[2022-04-06 19:05:37 main:574] : INFO : Epoch 1689 | loss: 0.0311194 | val_loss: 0.0311486 | Time: 1340.7 ms
[2022-04-06 19:05:38 main:574] : INFO : Epoch 1690 | loss: 0.0311181 | val_loss: 0.0311483 | Time: 1333.07 ms
[2022-04-06 19:05:40 main:574] : INFO : Epoch 1691 | loss: 0.0311187 | val_loss: 0.0311474 | Time: 1351.58 ms
[2022-04-06 19:05:41 main:574] : INFO : Epoch 1692 | loss: 0.0311227 | val_loss: 0.0311475 | Time: 1342.99 ms
[2022-04-06 19:05:43 main:574] : INFO : Epoch 1693 | loss: 0.0311223 | val_loss: 0.0311453 | Time: 1535.37 ms
[2022-04-06 19:05:44 main:574] : INFO : Epoch 1694 | loss: 0.0311217 | val_loss: 0.031152 | Time: 1489.09 ms
[2022-04-06 19:05:45 main:574] : INFO : Epoch 1695 | loss: 0.0311207 | val_loss: 0.0311482 | Time: 1337.76 ms
[2022-04-06 19:05:47 main:574] : INFO : Epoch 1696 | loss: 0.0311191 | val_loss: 0.0311491 | Time: 1339.87 ms
[2022-04-06 19:05:48 main:574] : INFO : Epoch 1697 | loss: 0.0311179 | val_loss: 0.0311525 | Time: 1373.03 ms
[2022-04-06 19:05:50 main:574] : INFO : Epoch 1698 | loss: 0.0311184 | val_loss: 0.0311499 | Time: 1434.46 ms
[2022-04-06 19:05:51 main:574] : INFO : Epoch 1699 | loss: 0.0311172 | val_loss: 0.0311514 | Time: 1371.94 ms
[2022-04-06 19:05:53 main:574] : INFO : Epoch 1700 | loss: 0.0311189 | val_loss: 0.0311532 | Time: 1669.09 ms
[2022-04-06 19:05:54 main:574] : INFO : Epoch 1701 | loss: 0.0311187 | val_loss: 0.0311478 | Time: 1698.29 ms
[2022-04-06 19:05:56 main:574] : INFO : Epoch 1702 | loss: 0.0311175 | val_loss: 0.0311496 | Time: 1402.6 ms
[2022-04-06 19:05:57 main:574] : INFO : Epoch 1703 | loss: 0.0311162 | val_loss: 0.0311497 | Time: 1360.81 ms
[2022-04-06 19:05:58 main:574] : INFO : Epoch 1704 | loss: 0.0311178 | val_loss: 0.0311483 | Time: 1361.64 ms
[2022-04-06 19:06:00 main:574] : INFO : Epoch 1705 | loss: 0.0311158 | val_loss: 0.0311461 | Time: 1365.94 ms
[2022-04-06 19:06:01 main:574] : INFO : Epoch 1706 | loss: 0.031117 | val_loss: 0.0311512 | Time: 1349.61 ms
[2022-04-06 19:06:03 main:574] : INFO : Epoch 1707 | loss: 0.0311176 | val_loss: 0.0311503 | Time: 1592.35 ms
[2022-04-06 19:06:04 main:574] : INFO : Epoch 1708 | loss: 0.0311333 | val_loss: 0.0311497 | Time: 1457.99 ms
[2022-04-06 19:06:06 main:574] : INFO : Epoch 1709 | loss: 0.0311307 | val_loss: 0.0311455 | Time: 1359.37 ms
[2022-04-06 19:06:07 main:574] : INFO : Epoch 1710 | loss: 0.031129 | val_loss: 0.0311507 | Time: 1341.33 ms
[2022-04-06 19:06:08 main:574] : INFO : Epoch 1711 | loss: 0.0311284 | val_loss: 0.0311492 | Time: 1368.14 ms
[2022-04-06 19:06:10 main:574] : INFO : Epoch 1712 | loss: 0.0311264 | val_loss: 0.0311482 | Time: 1363.7 ms
[2022-04-06 19:06:11 main:574] : INFO : Epoch 1713 | loss: 0.0311266 | val_loss: 0.0311506 | Time: 1361.52 ms
[2022-04-06 19:06:13 main:574] : INFO : Epoch 1714 | loss: 0.0311264 | val_loss: 0.0311498 | Time: 1481.22 ms
[2022-04-06 19:06:14 main:574] : INFO : Epoch 1715 | loss: 0.0311246 | val_loss: 0.0311487 | Time: 1527.8 ms
[2022-04-06 19:06:15 main:574] : INFO : Epoch 1716 | loss: 0.0311243 | val_loss: 0.0311465 | Time: 1359.65 ms
[2022-04-06 19:06:17 main:574] : INFO : Epoch 1717 | loss: 0.0311231 | val_loss: 0.0311484 | Time: 1357.49 ms
[2022-04-06 19:06:18 main:574] : INFO : Epoch 1718 | loss: 0.0311276 | val_loss: 0.0311514 | Time: 1343.6 ms
[2022-04-06 19:06:19 main:574] : INFO : Epoch 1719 | loss: 0.0311257 | val_loss: 0.0311485 | Time: 1334.43 ms
[2022-04-06 19:06:21 main:574] : INFO : Epoch 1720 | loss: 0.0311219 | val_loss: 0.0311481 | Time: 1327.2 ms
[2022-04-06 19:06:22 main:574] : INFO : Epoch 1721 | loss: 0.0311218 | val_loss: 0.0311488 | Time: 1352.37 ms
[2022-04-06 19:06:24 main:574] : INFO : Epoch 1722 | loss: 0.0311248 | val_loss: 0.0311509 | Time: 1682.73 ms
[2022-04-06 19:06:25 main:574] : INFO : Epoch 1723 | loss: 0.0311249 | val_loss: 0.0311509 | Time: 1355.88 ms
[2022-04-06 19:06:27 main:574] : INFO : Epoch 1724 | loss: 0.0311254 | val_loss: 0.0311474 | Time: 1456.17 ms
[2022-04-06 19:06:28 main:574] : INFO : Epoch 1725 | loss: 0.031124 | val_loss: 0.0311531 | Time: 1396.94 ms
[2022-04-06 19:06:30 main:574] : INFO : Epoch 1726 | loss: 0.0311274 | val_loss: 0.0311553 | Time: 1509.93 ms
[2022-04-06 19:06:31 main:574] : INFO : Epoch 1727 | loss: 0.0311281 | val_loss: 0.0311581 | Time: 1439.04 ms
[2022-04-06 19:06:33 main:574] : INFO : Epoch 1728 | loss: 0.031126 | val_loss: 0.0311601 | Time: 1517.77 ms
[2022-04-06 19:06:34 main:574] : INFO : Epoch 1729 | loss: 0.031125 | val_loss: 0.0311517 | Time: 1555.35 ms
[2022-04-06 19:06:35 main:574] : INFO : Epoch 1730 | loss: 0.0311243 | val_loss: 0.0311494 | Time: 1333.39 ms
[2022-04-06 19:06:37 main:574] : INFO : Epoch 1731 | loss: 0.0311244 | val_loss: 0.0311579 | Time: 1333.96 ms
[2022-04-06 19:06:38 main:574] : INFO : Epoch 1732 | loss: 0.0311265 | val_loss: 0.0311481 | Time: 1329.76 ms
[2022-04-06 19:06:39 main:574] : INFO : Epoch 1733 | loss: 0.0311227 | val_loss: 0.0311469 | Time: 1327.04 ms
[2022-04-06 19:06:41 main:574] : INFO : Epoch 1734 | loss: 0.0311237 | val_loss: 0.0311488 | Time: 1331.46 ms
[2022-04-06 19:06:42 main:574] : INFO : Epoch 1735 | loss: 0.0311243 | val_loss: 0.0311483 | Time: 1353.28 ms
[2022-04-06 19:06:44 main:574] : INFO : Epoch 1736 | loss: 0.031123 | val_loss: 0.0311493 | Time: 1680.34 ms
[2022-04-06 19:06:45 main:574] : INFO : Epoch 1737 | loss: 0.0311187 | val_loss: 0.0311466 | Time: 1335.66 ms
[2022-04-06 19:06:47 main:574] : INFO : Epoch 1738 | loss: 0.0311185 | val_loss: 0.0311504 | Time: 1330.72 ms
[2022-04-06 19:06:48 main:574] : INFO : Epoch 1739 | loss: 0.0311189 | val_loss: 0.0311544 | Time: 1329.83 ms
[2022-04-06 19:06:49 main:574] : INFO : Epoch 1740 | loss: 0.0311211 | val_loss: 0.0311537 | Time: 1333.05 ms
[2022-04-06 19:06:51 main:574] : INFO : Epoch 1741 | loss: 0.031121 | val_loss: 0.0311521 | Time: 1336.62 ms
[2022-04-06 19:06:52 main:574] : INFO : Epoch 1742 | loss: 0.0311189 | val_loss: 0.0311547 | Time: 1335.9 ms
[2022-04-06 19:06:54 main:574] : INFO : Epoch 1743 | loss: 0.0311202 | val_loss: 0.0311557 | Time: 1667.87 ms
[2022-04-06 19:06:55 main:574] : INFO : Epoch 1744 | loss: 0.031122 | val_loss: 0.0311522 | Time: 1339.58 ms
[2022-04-06 19:06:56 main:574] : INFO : Epoch 1745 | loss: 0.0311197 | val_loss: 0.0311523 | Time: 1330.76 ms
[2022-04-06 19:06:58 main:574] : INFO : Epoch 1746 | loss: 0.0311183 | val_loss: 0.0311508 | Time: 1332.85 ms
[2022-04-06 19:06:59 main:574] : INFO : Epoch 1747 | loss: 0.0311174 | val_loss: 0.0311497 | Time: 1334.19 ms
[2022-04-06 19:07:00 main:574] : INFO : Epoch 1748 | loss: 0.0311167 | val_loss: 0.0311552 | Time: 1325.72 ms
[2022-04-06 19:07:02 main:574] : INFO : Epoch 1749 | loss: 0.0311186 | val_loss: 0.0311539 | Time: 1331.12 ms
[2022-04-06 19:07:03 main:574] : INFO : Epoch 1750 | loss: 0.0311178 | val_loss: 0.0311558 | Time: 1655.19 ms
[2022-04-06 19:07:05 main:574] : INFO : Epoch 1751 | loss: 0.0311187 | val_loss: 0.0311545 | Time: 1403.88 ms
[2022-04-06 19:07:06 main:574] : INFO : Epoch 1752 | loss: 0.0311202 | val_loss: 0.0311573 | Time: 1401.49 ms
[2022-04-06 19:07:07 main:574] : INFO : Epoch 1753 | loss: 0.0311178 | val_loss: 0.0311545 | Time: 1333.43 ms
[2022-04-06 19:07:09 main:574] : INFO : Epoch 1754 | loss: 0.0311178 | val_loss: 0.0311553 | Time: 1334.34 ms
[2022-04-06 19:07:10 main:574] : INFO : Epoch 1755 | loss: 0.0311182 | val_loss: 0.0311571 | Time: 1329.01 ms
[2022-04-06 19:07:11 main:574] : INFO : Epoch 1756 | loss: 0.0311173 | val_loss: 0.0311666 | Time: 1334.1 ms
[2022-04-06 19:07:13 main:574] : INFO : Epoch 1757 | loss: 0.0311179 | val_loss: 0.0311516 | Time: 1600.6 ms
[2022-04-06 19:07:24 main:574] : INFO : Epoch 1758 | loss: 0.0311177 | val_loss: 0.0311523 | Time: 11401.5 ms
[2022-04-06 19:07:26 main:574] : INFO : Epoch 1759 | loss: 0.031118 | val_loss: 0.0311494 | Time: 1334.43 ms
[2022-04-06 19:07:27 main:574] : INFO : Epoch 1760 | loss: 0.0311193 | val_loss: 0.0311508 | Time: 1330.57 ms
[2022-04-06 19:07:28 main:574] : INFO : Epoch 1761 | loss: 0.031121 | val_loss: 0.0311532 | Time: 1412.49 ms
[2022-04-06 19:07:30 main:574] : INFO : Epoch 1762 | loss: 0.0311172 | val_loss: 0.0311491 | Time: 1366.85 ms
[2022-04-06 19:07:31 main:574] : INFO : Epoch 1763 | loss: 0.0311176 | val_loss: 0.0311501 | Time: 1409.6 ms
[2022-04-06 19:07:33 main:574] : INFO : Epoch 1764 | loss: 0.0311197 | val_loss: 0.0311578 | Time: 1882.91 ms
[2022-04-06 19:07:35 main:574] : INFO : Epoch 1765 | loss: 0.0311265 | val_loss: 0.0311515 | Time: 1385.77 ms
[2022-04-06 19:07:36 main:574] : INFO : Epoch 1766 | loss: 0.0311244 | val_loss: 0.0311473 | Time: 1367.98 ms
[2022-04-06 19:07:37 main:574] : INFO : Epoch 1767 | loss: 0.0311229 | val_loss: 0.0311531 | Time: 1335.93 ms
[2022-04-06 19:07:39 main:574] : INFO : Epoch 1768 | loss: 0.0311204 | val_loss: 0.0311477 | Time: 1412.8 ms
[2022-04-06 19:07:40 main:574] : INFO : Epoch 1769 | loss: 0.0311192 | val_loss: 0.031147 | Time: 1330.39 ms
[2022-04-06 19:07:41 main:574] : INFO : Epoch 1770 | loss: 0.0311186 | val_loss: 0.031151 | Time: 1337.41 ms
[2022-04-06 19:07:43 main:574] : INFO : Epoch 1771 | loss: 0.0311185 | val_loss: 0.031151 | Time: 1620.71 ms
[2022-04-06 19:07:44 main:574] : INFO : Epoch 1772 | loss: 0.0311208 | val_loss: 0.0311559 | Time: 1414.99 ms
[2022-04-06 19:07:46 main:574] : INFO : Epoch 1773 | loss: 0.0311298 | val_loss: 0.0311549 | Time: 1335.11 ms
[2022-04-06 19:07:47 main:574] : INFO : Epoch 1774 | loss: 0.0311295 | val_loss: 0.0311536 | Time: 1375.11 ms
[2022-04-06 19:07:48 main:574] : INFO : Epoch 1775 | loss: 0.0311266 | val_loss: 0.0311554 | Time: 1352.98 ms
[2022-04-06 19:07:50 main:574] : INFO : Epoch 1776 | loss: 0.0311242 | val_loss: 0.0311517 | Time: 1346.18 ms
[2022-04-06 19:07:51 main:574] : INFO : Epoch 1777 | loss: 0.0311224 | val_loss: 0.0311529 | Time: 1362.54 ms
[2022-04-06 19:07:53 main:574] : INFO : Epoch 1778 | loss: 0.0311212 | val_loss: 0.0311522 | Time: 1479.89 ms
[2022-04-06 19:08:05 main:574] : INFO : Epoch 1779 | loss: 0.0311245 | val_loss: 0.0311518 | Time: 12282.3 ms
[2022-04-06 19:08:07 main:574] : INFO : Epoch 1780 | loss: 0.0311242 | val_loss: 0.0311487 | Time: 2353.07 ms
[2022-04-06 19:08:10 main:574] : INFO : Epoch 1781 | loss: 0.031123 | val_loss: 0.0311493 | Time: 2285.26 ms
[2022-04-06 19:08:12 main:574] : INFO : Epoch 1782 | loss: 0.0311224 | val_loss: 0.0311507 | Time: 2343.12 ms
[2022-04-06 19:08:14 main:574] : INFO : Epoch 1783 | loss: 0.0311248 | val_loss: 0.0311522 | Time: 1915.73 ms
[2022-04-06 19:08:15 main:574] : INFO : Epoch 1784 | loss: 0.0311227 | val_loss: 0.0311514 | Time: 1344.03 ms
[2022-04-06 19:08:17 main:574] : INFO : Epoch 1785 | loss: 0.0311211 | val_loss: 0.0311481 | Time: 1330.1 ms
[2022-04-06 19:08:18 main:574] : INFO : Epoch 1786 | loss: 0.0311196 | val_loss: 0.0311501 | Time: 1324.7 ms
[2022-04-06 19:08:19 main:574] : INFO : Epoch 1787 | loss: 0.0311174 | val_loss: 0.0311476 | Time: 1338.6 ms
[2022-04-06 19:08:21 main:574] : INFO : Epoch 1788 | loss: 0.0311156 | val_loss: 0.0311501 | Time: 1346.22 ms
[2022-04-06 19:08:22 main:574] : INFO : Epoch 1789 | loss: 0.0311163 | val_loss: 0.0311506 | Time: 1340.17 ms
[2022-04-06 19:08:24 main:574] : INFO : Epoch 1790 | loss: 0.0311151 | val_loss: 0.0311523 | Time: 1757.04 ms
[2022-04-06 19:08:25 main:574] : INFO : Epoch 1791 | loss: 0.0311177 | val_loss: 0.0311514 | Time: 1356.77 ms
[2022-04-06 19:08:26 main:574] : INFO : Epoch 1792 | loss: 0.0311152 | val_loss: 0.0311514 | Time: 1338.22 ms
[2022-04-06 19:08:28 main:574] : INFO : Epoch 1793 | loss: 0.0311166 | val_loss: 0.0311552 | Time: 1356.75 ms
[2022-04-06 19:08:29 main:574] : INFO : Epoch 1794 | loss: 0.0311166 | val_loss: 0.0311528 | Time: 1348.04 ms
[2022-04-06 19:08:31 main:574] : INFO : Epoch 1795 | loss: 0.0311157 | val_loss: 0.0311541 | Time: 1357.62 ms
[2022-04-06 19:08:32 main:574] : INFO : Epoch 1796 | loss: 0.0311147 | val_loss: 0.0311525 | Time: 1341.6 ms
[2022-04-06 19:08:34 main:574] : INFO : Epoch 1797 | loss: 0.0311145 | val_loss: 0.031152 | Time: 1731.53 ms
[2022-04-06 19:08:35 main:574] : INFO : Epoch 1798 | loss: 0.0311137 | val_loss: 0.0311586 | Time: 1354.06 ms
[2022-04-06 19:08:36 main:574] : INFO : Epoch 1799 | loss: 0.0311148 | val_loss: 0.031156 | Time: 1392.39 ms
[2022-04-06 19:08:38 main:574] : INFO : Epoch 1800 | loss: 0.0311157 | val_loss: 0.031152 | Time: 1351.44 ms
[2022-04-06 19:08:39 main:574] : INFO : Epoch 1801 | loss: 0.0311157 | val_loss: 0.0311532 | Time: 1366.36 ms
[2022-04-06 19:08:40 main:574] : INFO : Epoch 1802 | loss: 0.0311166 | val_loss: 0.0311545 | Time: 1367.01 ms
[2022-04-06 19:08:42 main:574] : INFO : Epoch 1803 | loss: 0.031117 | val_loss: 0.0311482 | Time: 1350.32 ms
[2022-04-06 19:08:43 main:574] : INFO : Epoch 1804 | loss: 0.0311186 | val_loss: 0.0311479 | Time: 1614.44 ms
[2022-04-06 19:08:45 main:574] : INFO : Epoch 1805 | loss: 0.0311167 | val_loss: 0.0311518 | Time: 1377.31 ms
[2022-04-06 19:08:46 main:574] : INFO : Epoch 1806 | loss: 0.0311193 | val_loss: 0.0311548 | Time: 1359.43 ms
[2022-04-06 19:08:48 main:574] : INFO : Epoch 1807 | loss: 0.0311186 | val_loss: 0.0311546 | Time: 1347.02 ms
[2022-04-06 19:08:49 main:574] : INFO : Epoch 1808 | loss: 0.0311155 | val_loss: 0.0311561 | Time: 1349.05 ms
[2022-04-06 19:08:50 main:574] : INFO : Epoch 1809 | loss: 0.0311143 | val_loss: 0.0311564 | Time: 1348.63 ms
[2022-04-06 19:08:52 main:574] : INFO : Epoch 1810 | loss: 0.0311147 | val_loss: 0.0311506 | Time: 1384.61 ms
[2022-04-06 19:08:53 main:574] : INFO : Epoch 1811 | loss: 0.031115 | val_loss: 0.0311519 | Time: 1609.97 ms
[2022-04-06 19:08:55 main:574] : INFO : Epoch 1812 | loss: 0.0311161 | val_loss: 0.0311499 | Time: 1418.11 ms
[2022-04-06 19:08:56 main:574] : INFO : Epoch 1813 | loss: 0.0311189 | val_loss: 0.0311504 | Time: 1354.32 ms
[2022-04-06 19:08:57 main:574] : INFO : Epoch 1814 | loss: 0.0311205 | val_loss: 0.0311481 | Time: 1355.29 ms
[2022-04-06 19:08:59 main:574] : INFO : Epoch 1815 | loss: 0.0311211 | val_loss: 0.0311485 | Time: 1350.95 ms
[2022-04-06 19:09:00 main:574] : INFO : Epoch 1816 | loss: 0.031118 | val_loss: 0.0311531 | Time: 1342.81 ms
[2022-04-06 19:09:01 main:574] : INFO : Epoch 1817 | loss: 0.0311175 | val_loss: 0.0311586 | Time: 1349.05 ms
[2022-04-06 19:09:03 main:574] : INFO : Epoch 1818 | loss: 0.0311177 | val_loss: 0.0311577 | Time: 1496.63 ms
[2022-04-06 19:09:05 main:574] : INFO : Epoch 1819 | loss: 0.0311219 | val_loss: 0.0311512 | Time: 1845.21 ms
[2022-04-06 19:09:07 main:574] : INFO : Epoch 1820 | loss: 0.0311277 | val_loss: 0.0311527 | Time: 2364.76 ms
[2022-04-06 19:09:10 main:574] : INFO : Epoch 1821 | loss: 0.0311268 | val_loss: 0.0311532 | Time: 2438.14 ms
[2022-04-06 19:09:12 main:574] : INFO : Epoch 1822 | loss: 0.0311252 | val_loss: 0.0311529 | Time: 2328.57 ms
[2022-04-06 19:09:14 main:574] : INFO : Epoch 1823 | loss: 0.0311272 | val_loss: 0.0311524 | Time: 2069.01 ms
[2022-04-06 19:09:15 main:574] : INFO : Epoch 1824 | loss: 0.0311282 | val_loss: 0.0311548 | Time: 1349.45 ms
[2022-04-06 19:09:17 main:574] : INFO : Epoch 1825 | loss: 0.0311244 | val_loss: 0.0311491 | Time: 1341.11 ms
[2022-04-06 19:09:18 main:574] : INFO : Epoch 1826 | loss: 0.0311219 | val_loss: 0.0311471 | Time: 1341.3 ms
[2022-04-06 19:09:19 main:574] : INFO : Epoch 1827 | loss: 0.0311201 | val_loss: 0.0311497 | Time: 1352.07 ms
[2022-04-06 19:09:21 main:574] : INFO : Epoch 1828 | loss: 0.0311204 | val_loss: 0.0311497 | Time: 1345.47 ms
[2022-04-06 19:09:22 main:574] : INFO : Epoch 1829 | loss: 0.0311193 | val_loss: 0.0311482 | Time: 1343.83 ms
[2022-04-06 19:09:24 main:574] : INFO : Epoch 1830 | loss: 0.0311178 | val_loss: 0.0311528 | Time: 1667.91 ms
[2022-04-06 19:09:25 main:574] : INFO : Epoch 1831 | loss: 0.0311192 | val_loss: 0.031146 | Time: 1367.35 ms
[2022-04-06 19:09:27 main:574] : INFO : Epoch 1832 | loss: 0.0311188 | val_loss: 0.031148 | Time: 1339.45 ms
[2022-04-06 19:09:28 main:574] : INFO : Epoch 1833 | loss: 0.0311186 | val_loss: 0.0311502 | Time: 1349.92 ms
[2022-04-06 19:09:29 main:574] : INFO : Epoch 1834 | loss: 0.0311189 | val_loss: 0.0311471 | Time: 1348.78 ms
[2022-04-06 19:09:31 main:574] : INFO : Epoch 1835 | loss: 0.0311218 | val_loss: 0.0311482 | Time: 1346.76 ms
[2022-04-06 19:09:32 main:574] : INFO : Epoch 1836 | loss: 0.0311186 | val_loss: 0.0311538 | Time: 1345.19 ms
[2022-04-06 19:09:34 main:574] : INFO : Epoch 1837 | loss: 0.0311208 | val_loss: 0.0311568 | Time: 1761.68 ms
[2022-04-06 19:09:35 main:574] : INFO : Epoch 1838 | loss: 0.031117 | val_loss: 0.0311508 | Time: 1377.2 ms
[2022-04-06 19:09:36 main:574] : INFO : Epoch 1839 | loss: 0.0311144 | val_loss: 0.0311524 | Time: 1347.47 ms
[2022-04-06 19:09:38 main:574] : INFO : Epoch 1840 | loss: 0.0311145 | val_loss: 0.0311524 | Time: 1347.52 ms
[2022-04-06 19:09:39 main:574] : INFO : Epoch 1841 | loss: 0.0311153 | val_loss: 0.0311462 | Time: 1347.34 ms
[2022-04-06 19:09:40 main:574] : INFO : Epoch 1842 | loss: 0.0311126 | val_loss: 0.0311498 | Time: 1343.87 ms
[2022-04-06 19:09:42 main:574] : INFO : Epoch 1843 | loss: 0.0311132 | val_loss: 0.0311506 | Time: 1346.2 ms
[2022-04-06 19:09:44 main:574] : INFO : Epoch 1844 | loss: 0.0311156 | val_loss: 0.0311554 | Time: 1728.19 ms
[2022-04-06 19:09:45 main:574] : INFO : Epoch 1845 | loss: 0.0311186 | val_loss: 0.0311532 | Time: 1367.21 ms
[2022-04-06 19:09:46 main:574] : INFO : Epoch 1846 | loss: 0.0311202 | val_loss: 0.0311573 | Time: 1349.68 ms
[2022-04-06 19:09:48 main:574] : INFO : Epoch 1847 | loss: 0.0311178 | val_loss: 0.0311526 | Time: 1344.27 ms
[2022-04-06 19:09:49 main:574] : INFO : Epoch 1848 | loss: 0.0311148 | val_loss: 0.0311486 | Time: 1342.9 ms
[2022-04-06 19:09:50 main:574] : INFO : Epoch 1849 | loss: 0.0311147 | val_loss: 0.0311532 | Time: 1348.29 ms
[2022-04-06 19:09:52 main:574] : INFO : Epoch 1850 | loss: 0.0311135 | val_loss: 0.0311535 | Time: 1348.39 ms
[2022-04-06 19:09:53 main:574] : INFO : Epoch 1851 | loss: 0.0311185 | val_loss: 0.0311524 | Time: 1758.68 ms
[2022-04-06 19:09:55 main:574] : INFO : Epoch 1852 | loss: 0.0311214 | val_loss: 0.0311512 | Time: 1396.17 ms
[2022-04-06 19:09:56 main:574] : INFO : Epoch 1853 | loss: 0.0311189 | val_loss: 0.03115 | Time: 1343.85 ms
[2022-04-06 19:09:58 main:574] : INFO : Epoch 1854 | loss: 0.0311145 | val_loss: 0.0311499 | Time: 1345.54 ms
[2022-04-06 19:09:59 main:574] : INFO : Epoch 1855 | loss: 0.0311153 | val_loss: 0.0311507 | Time: 1346.13 ms
[2022-04-06 19:10:00 main:574] : INFO : Epoch 1856 | loss: 0.0311174 | val_loss: 0.0311513 | Time: 1343.01 ms
[2022-04-06 19:10:02 main:574] : INFO : Epoch 1857 | loss: 0.031117 | val_loss: 0.0311488 | Time: 1346.27 ms
[2022-04-06 19:10:03 main:574] : INFO : Epoch 1858 | loss: 0.0311144 | val_loss: 0.0311509 | Time: 1718.06 ms
[2022-04-06 19:10:05 main:574] : INFO : Epoch 1859 | loss: 0.0311142 | val_loss: 0.031154 | Time: 1403.12 ms
[2022-04-06 19:10:06 main:574] : INFO : Epoch 1860 | loss: 0.0311145 | val_loss: 0.031161 | Time: 1352.76 ms
[2022-04-06 19:10:07 main:574] : INFO : Epoch 1861 | loss: 0.0311148 | val_loss: 0.0311532 | Time: 1346.47 ms
[2022-04-06 19:10:09 main:574] : INFO : Epoch 1862 | loss: 0.0311122 | val_loss: 0.0311544 | Time: 1360.82 ms
[2022-04-06 19:10:10 main:574] : INFO : Epoch 1863 | loss: 0.0311154 | val_loss: 0.0311556 | Time: 1341.14 ms
[2022-04-06 19:10:12 main:574] : INFO : Epoch 1864 | loss: 0.0311147 | val_loss: 0.0311506 | Time: 1343.4 ms
[2022-04-06 19:10:13 main:574] : INFO : Epoch 1865 | loss: 0.0311147 | val_loss: 0.031153 | Time: 1466.54 ms
[2022-04-06 19:10:15 main:574] : INFO : Epoch 1866 | loss: 0.0311143 | val_loss: 0.031154 | Time: 1551.32 ms
[2022-04-06 19:10:16 main:574] : INFO : Epoch 1867 | loss: 0.0311165 | val_loss: 0.0311562 | Time: 1343.79 ms
[2022-04-06 19:10:17 main:574] : INFO : Epoch 1868 | loss: 0.0311191 | val_loss: 0.0311541 | Time: 1345.62 ms
[2022-04-06 19:10:19 main:574] : INFO : Epoch 1869 | loss: 0.0311187 | val_loss: 0.031151 | Time: 1344.08 ms
[2022-04-06 19:10:20 main:574] : INFO : Epoch 1870 | loss: 0.0311178 | val_loss: 0.0311526 | Time: 1343.03 ms
[2022-04-06 19:10:21 main:574] : INFO : Epoch 1871 | loss: 0.0311169 | val_loss: 0.0311516 | Time: 1343.96 ms
[2022-04-06 19:10:23 main:574] : INFO : Epoch 1872 | loss: 0.0311161 | val_loss: 0.0311552 | Time: 1421.94 ms
[2022-04-06 19:10:24 main:574] : INFO : Epoch 1873 | loss: 0.0311152 | val_loss: 0.0311556 | Time: 1610.31 ms
[2022-04-06 19:10:26 main:574] : INFO : Epoch 1874 | loss: 0.0311144 | val_loss: 0.0311612 | Time: 1354.73 ms
[2022-04-06 19:10:27 main:574] : INFO : Epoch 1875 | loss: 0.0311151 | val_loss: 0.0311525 | Time: 1393.24 ms
[2022-04-06 19:10:28 main:574] : INFO : Epoch 1876 | loss: 0.0311135 | val_loss: 0.0311543 | Time: 1381.37 ms
[2022-04-06 19:10:30 main:574] : INFO : Epoch 1877 | loss: 0.0311127 | val_loss: 0.0311504 | Time: 1453.38 ms
[2022-04-06 19:10:31 main:574] : INFO : Epoch 1878 | loss: 0.0311115 | val_loss: 0.0311536 | Time: 1421.12 ms
[2022-04-06 19:10:33 main:574] : INFO : Epoch 1879 | loss: 0.0311127 | val_loss: 0.0311552 | Time: 1539.85 ms
[2022-04-06 19:10:35 main:574] : INFO : Epoch 1880 | loss: 0.0311126 | val_loss: 0.0311524 | Time: 1609.47 ms
[2022-04-06 19:10:36 main:574] : INFO : Epoch 1881 | loss: 0.031114 | val_loss: 0.0311535 | Time: 1352.1 ms
[2022-04-06 19:10:37 main:574] : INFO : Epoch 1882 | loss: 0.031118 | val_loss: 0.0311557 | Time: 1348.48 ms
[2022-04-06 19:10:39 main:574] : INFO : Epoch 1883 | loss: 0.0311157 | val_loss: 0.0311514 | Time: 1347.39 ms
[2022-04-06 19:10:40 main:574] : INFO : Epoch 1884 | loss: 0.0311135 | val_loss: 0.0311564 | Time: 1348 ms
[2022-04-06 19:10:41 main:574] : INFO : Epoch 1885 | loss: 0.0311135 | val_loss: 0.0311593 | Time: 1349.81 ms
[2022-04-06 19:10:43 main:574] : INFO : Epoch 1886 | loss: 0.0311149 | val_loss: 0.0311516 | Time: 1394.89 ms
[2022-04-06 19:10:44 main:574] : INFO : Epoch 1887 | loss: 0.0311161 | val_loss: 0.0311498 | Time: 1710.28 ms
[2022-04-06 19:10:46 main:574] : INFO : Epoch 1888 | loss: 0.0311163 | val_loss: 0.0311514 | Time: 1348.48 ms
[2022-04-06 19:10:47 main:574] : INFO : Epoch 1889 | loss: 0.031121 | val_loss: 0.031153 | Time: 1373.99 ms
[2022-04-06 19:10:48 main:574] : INFO : Epoch 1890 | loss: 0.0311298 | val_loss: 0.0311498 | Time: 1353.22 ms
[2022-04-06 19:10:50 main:574] : INFO : Epoch 1891 | loss: 0.0311231 | val_loss: 0.031151 | Time: 1347.78 ms
[2022-04-06 19:10:51 main:574] : INFO : Epoch 1892 | loss: 0.03113 | val_loss: 0.0311513 | Time: 1347.95 ms
[2022-04-06 19:10:53 main:574] : INFO : Epoch 1893 | loss: 0.0311295 | val_loss: 0.0311525 | Time: 1346.33 ms
[2022-04-06 19:10:54 main:574] : INFO : Epoch 1894 | loss: 0.031124 | val_loss: 0.0311498 | Time: 1704.31 ms
[2022-04-06 19:10:56 main:574] : INFO : Epoch 1895 | loss: 0.0311228 | val_loss: 0.0311498 | Time: 1351.95 ms
[2022-04-06 19:10:57 main:574] : INFO : Epoch 1896 | loss: 0.0311241 | val_loss: 0.0311504 | Time: 1348.57 ms
[2022-04-06 19:10:58 main:574] : INFO : Epoch 1897 | loss: 0.0311206 | val_loss: 0.0311494 | Time: 1346.52 ms
[2022-04-06 19:11:00 main:574] : INFO : Epoch 1898 | loss: 0.0311165 | val_loss: 0.0311472 | Time: 1345.13 ms
[2022-04-06 19:11:01 main:574] : INFO : Epoch 1899 | loss: 0.0311167 | val_loss: 0.0311479 | Time: 1345.84 ms
[2022-04-06 19:11:02 main:574] : INFO : Epoch 1900 | loss: 0.0311167 | val_loss: 0.031148 | Time: 1348.25 ms
[2022-04-06 19:11:04 main:574] : INFO : Epoch 1901 | loss: 0.031114 | val_loss: 0.0311474 | Time: 1591.33 ms
[2022-04-06 19:11:05 main:574] : INFO : Epoch 1902 | loss: 0.0311132 | val_loss: 0.0311463 | Time: 1356.23 ms
[2022-04-06 19:11:07 main:574] : INFO : Epoch 1903 | loss: 0.0311143 | val_loss: 0.0311512 | Time: 1342.11 ms
[2022-04-06 19:11:08 main:574] : INFO : Epoch 1904 | loss: 0.0311134 | val_loss: 0.0311537 | Time: 1343.74 ms
[2022-04-06 19:11:09 main:574] : INFO : Epoch 1905 | loss: 0.0311148 | val_loss: 0.0311564 | Time: 1351.22 ms
[2022-04-06 19:11:11 main:574] : INFO : Epoch 1906 | loss: 0.0311182 | val_loss: 0.0311527 | Time: 1342.93 ms
[2022-04-06 19:11:12 main:574] : INFO : Epoch 1907 | loss: 0.0311142 | val_loss: 0.0311503 | Time: 1344.11 ms
[2022-04-06 19:11:14 main:574] : INFO : Epoch 1908 | loss: 0.0311159 | val_loss: 0.0311501 | Time: 1663.56 ms
[2022-04-06 19:11:15 main:574] : INFO : Epoch 1909 | loss: 0.0311215 | val_loss: 0.031149 | Time: 1350.9 ms
[2022-04-06 19:11:16 main:574] : INFO : Epoch 1910 | loss: 0.0311266 | val_loss: 0.0311486 | Time: 1356.19 ms
[2022-04-06 19:11:18 main:574] : INFO : Epoch 1911 | loss: 0.0311248 | val_loss: 0.0311498 | Time: 1352.99 ms
[2022-04-06 19:11:19 main:574] : INFO : Epoch 1912 | loss: 0.031125 | val_loss: 0.0311518 | Time: 1340.4 ms
[2022-04-06 19:11:20 main:574] : INFO : Epoch 1913 | loss: 0.0311257 | val_loss: 0.0311543 | Time: 1346.72 ms
[2022-04-06 19:11:22 main:574] : INFO : Epoch 1914 | loss: 0.0311237 | val_loss: 0.0311499 | Time: 1342.77 ms
[2022-04-06 19:11:23 main:574] : INFO : Epoch 1915 | loss: 0.0311231 | val_loss: 0.031152 | Time: 1528.12 ms
[2022-04-06 19:11:25 main:574] : INFO : Epoch 1916 | loss: 0.0311212 | val_loss: 0.0311505 | Time: 1455.91 ms
[2022-04-06 19:11:26 main:574] : INFO : Epoch 1917 | loss: 0.031125 | val_loss: 0.0311535 | Time: 1350.54 ms
[2022-04-06 19:11:28 main:574] : INFO : Epoch 1918 | loss: 0.0311277 | val_loss: 0.0311521 | Time: 1342.51 ms
[2022-04-06 19:11:29 main:574] : INFO : Epoch 1919 | loss: 0.0311238 | val_loss: 0.0311507 | Time: 1355.58 ms
[2022-04-06 19:11:30 main:574] : INFO : Epoch 1920 | loss: 0.0311237 | val_loss: 0.03115 | Time: 1357.8 ms
[2022-04-06 19:11:32 main:574] : INFO : Epoch 1921 | loss: 0.0311208 | val_loss: 0.0311474 | Time: 1342.61 ms
[2022-04-06 19:11:33 main:574] : INFO : Epoch 1922 | loss: 0.0311225 | val_loss: 0.0311487 | Time: 1668.7 ms
[2022-04-06 19:11:35 main:574] : INFO : Epoch 1923 | loss: 0.0311229 | val_loss: 0.0311522 | Time: 1516.68 ms
[2022-04-06 19:11:36 main:574] : INFO : Epoch 1924 | loss: 0.0311232 | val_loss: 0.0311479 | Time: 1362.83 ms
[2022-04-06 19:11:38 main:574] : INFO : Epoch 1925 | loss: 0.0311194 | val_loss: 0.0311494 | Time: 1344.92 ms
[2022-04-06 19:11:39 main:574] : INFO : Epoch 1926 | loss: 0.0311186 | val_loss: 0.0311498 | Time: 1363.49 ms
[2022-04-06 19:11:40 main:574] : INFO : Epoch 1927 | loss: 0.031119 | val_loss: 0.0311479 | Time: 1352.3 ms
[2022-04-06 19:11:42 main:574] : INFO : Epoch 1928 | loss: 0.0311192 | val_loss: 0.0311504 | Time: 1343.55 ms
[2022-04-06 19:11:43 main:574] : INFO : Epoch 1929 | loss: 0.0311202 | val_loss: 0.0311577 | Time: 1429.31 ms
[2022-04-06 19:11:45 main:574] : INFO : Epoch 1930 | loss: 0.0311191 | val_loss: 0.0311513 | Time: 1569.3 ms
[2022-04-06 19:11:46 main:574] : INFO : Epoch 1931 | loss: 0.0311179 | val_loss: 0.0311529 | Time: 1352.55 ms
[2022-04-06 19:11:47 main:574] : INFO : Epoch 1932 | loss: 0.0311157 | val_loss: 0.0311478 | Time: 1350.92 ms
[2022-04-06 19:11:49 main:574] : INFO : Epoch 1933 | loss: 0.0311146 | val_loss: 0.0311515 | Time: 1339.99 ms
[2022-04-06 19:11:50 main:574] : INFO : Epoch 1934 | loss: 0.0311143 | val_loss: 0.0311519 | Time: 1340.42 ms
[2022-04-06 19:11:51 main:574] : INFO : Epoch 1935 | loss: 0.0311168 | val_loss: 0.0311492 | Time: 1348.74 ms
[2022-04-06 19:11:53 main:574] : INFO : Epoch 1936 | loss: 0.0311178 | val_loss: 0.0311511 | Time: 1387.67 ms
[2022-04-06 19:11:54 main:574] : INFO : Epoch 1937 | loss: 0.0311164 | val_loss: 0.0311486 | Time: 1714.28 ms
[2022-04-06 19:11:56 main:574] : INFO : Epoch 1938 | loss: 0.0311162 | val_loss: 0.0311527 | Time: 1350.25 ms
[2022-04-06 19:11:57 main:574] : INFO : Epoch 1939 | loss: 0.031117 | val_loss: 0.0311543 | Time: 1346.27 ms
[2022-04-06 19:11:59 main:574] : INFO : Epoch 1940 | loss: 0.031116 | val_loss: 0.0311537 | Time: 1361.02 ms
[2022-04-06 19:12:00 main:574] : INFO : Epoch 1941 | loss: 0.031118 | val_loss: 0.0311511 | Time: 1433.5 ms
[2022-04-06 19:12:01 main:574] : INFO : Epoch 1942 | loss: 0.0311202 | val_loss: 0.0311484 | Time: 1365.35 ms
[2022-04-06 19:12:03 main:574] : INFO : Epoch 1943 | loss: 0.0311173 | val_loss: 0.0311487 | Time: 1377.8 ms
[2022-04-06 19:12:04 main:574] : INFO : Epoch 1944 | loss: 0.0311185 | val_loss: 0.0311476 | Time: 1670.1 ms
[2022-04-06 19:12:16 main:574] : INFO : Epoch 1945 | loss: 0.0311188 | val_loss: 0.0311522 | Time: 11686.4 ms
[2022-04-06 19:12:18 main:574] : INFO : Epoch 1946 | loss: 0.0311304 | val_loss: 0.0311531 | Time: 2271.58 ms
[2022-04-06 19:12:21 main:574] : INFO : Epoch 1947 | loss: 0.0311272 | val_loss: 0.0311528 | Time: 2320.33 ms
[2022-04-06 19:12:23 main:574] : INFO : Epoch 1948 | loss: 0.0311256 | val_loss: 0.0311464 | Time: 2229.98 ms
[2022-04-06 19:12:25 main:574] : INFO : Epoch 1949 | loss: 0.031123 | val_loss: 0.0311479 | Time: 1625.59 ms
[2022-04-06 19:12:26 main:574] : INFO : Epoch 1950 | loss: 0.031119 | val_loss: 0.031148 | Time: 1329.62 ms
[2022-04-06 19:12:27 main:574] : INFO : Epoch 1951 | loss: 0.0311204 | val_loss: 0.0311501 | Time: 1330.87 ms
[2022-04-06 19:12:29 main:574] : INFO : Epoch 1952 | loss: 0.0311194 | val_loss: 0.0311524 | Time: 1348.83 ms
[2022-04-06 19:12:30 main:574] : INFO : Epoch 1953 | loss: 0.0311173 | val_loss: 0.0311513 | Time: 1377.51 ms
[2022-04-06 19:12:31 main:574] : INFO : Epoch 1954 | loss: 0.031123 | val_loss: 0.0311525 | Time: 1446.6 ms
[2022-04-06 19:12:34 main:574] : INFO : Epoch 1955 | loss: 0.0311314 | val_loss: 0.031155 | Time: 2088.57 ms
[2022-04-06 19:12:35 main:574] : INFO : Epoch 1956 | loss: 0.031136 | val_loss: 0.0311555 | Time: 1584.36 ms
[2022-04-06 19:12:37 main:574] : INFO : Epoch 1957 | loss: 0.0311319 | val_loss: 0.0311481 | Time: 1421.66 ms
[2022-04-06 19:12:38 main:574] : INFO : Epoch 1958 | loss: 0.0311286 | val_loss: 0.0311476 | Time: 1443.75 ms
[2022-04-06 19:12:39 main:574] : INFO : Epoch 1959 | loss: 0.0311305 | val_loss: 0.0311465 | Time: 1474.12 ms
[2022-04-06 19:12:41 main:574] : INFO : Epoch 1960 | loss: 0.0311291 | val_loss: 0.031145 | Time: 1411.67 ms
[2022-04-06 19:12:42 main:574] : INFO : Epoch 1961 | loss: 0.0311289 | val_loss: 0.0311455 | Time: 1399.97 ms
[2022-04-06 19:12:44 main:574] : INFO : Epoch 1962 | loss: 0.0311272 | val_loss: 0.0311486 | Time: 1773.62 ms
[2022-04-06 19:12:45 main:574] : INFO : Epoch 1963 | loss: 0.0311265 | val_loss: 0.0311499 | Time: 1387.62 ms
[2022-04-06 19:12:47 main:574] : INFO : Epoch 1964 | loss: 0.0311251 | val_loss: 0.0311485 | Time: 1378.78 ms
[2022-04-06 19:12:48 main:574] : INFO : Epoch 1965 | loss: 0.0311235 | val_loss: 0.0311495 | Time: 1358.56 ms
[2022-04-06 19:12:50 main:574] : INFO : Epoch 1966 | loss: 0.0311223 | val_loss: 0.0311531 | Time: 1416.57 ms
[2022-04-06 19:12:51 main:574] : INFO : Epoch 1967 | loss: 0.0311209 | val_loss: 0.0311493 | Time: 1400.12 ms
[2022-04-06 19:12:52 main:574] : INFO : Epoch 1968 | loss: 0.0311195 | val_loss: 0.0311527 | Time: 1358.27 ms
[2022-04-06 19:12:54 main:574] : INFO : Epoch 1969 | loss: 0.0311216 | val_loss: 0.0311496 | Time: 1663.87 ms
[2022-04-06 19:12:55 main:574] : INFO : Epoch 1970 | loss: 0.0311186 | val_loss: 0.0311513 | Time: 1427.93 ms
[2022-04-06 19:13:08 main:574] : INFO : Epoch 1971 | loss: 0.0311174 | val_loss: 0.0311536 | Time: 12115.8 ms
[2022-04-06 19:13:10 main:574] : INFO : Epoch 1972 | loss: 0.0311196 | val_loss: 0.0311511 | Time: 2827.76 ms
[2022-04-06 19:13:14 main:574] : INFO : Epoch 1973 | loss: 0.0311199 | val_loss: 0.0311515 | Time: 3292.82 ms
[2022-04-06 19:13:15 main:574] : INFO : Epoch 1974 | loss: 0.0311184 | val_loss: 0.0311533 | Time: 1434.83 ms
[2022-04-06 19:13:17 main:574] : INFO : Epoch 1975 | loss: 0.0311178 | val_loss: 0.0311541 | Time: 1338.55 ms
[2022-04-06 19:13:18 main:574] : INFO : Epoch 1976 | loss: 0.0311177 | val_loss: 0.0311521 | Time: 1389.23 ms
[2022-04-06 19:13:19 main:574] : INFO : Epoch 1977 | loss: 0.0311188 | val_loss: 0.0311535 | Time: 1460.57 ms
[2022-04-06 19:13:21 main:574] : INFO : Epoch 1978 | loss: 0.031119 | val_loss: 0.0311521 | Time: 1357.79 ms
[2022-04-06 19:13:22 main:574] : INFO : Epoch 1979 | loss: 0.0311176 | val_loss: 0.0311521 | Time: 1360.81 ms
[2022-04-06 19:13:24 main:574] : INFO : Epoch 1980 | loss: 0.0311163 | val_loss: 0.0311488 | Time: 1751.24 ms
[2022-04-06 19:13:25 main:574] : INFO : Epoch 1981 | loss: 0.0311167 | val_loss: 0.0311506 | Time: 1448.42 ms
[2022-04-06 19:13:27 main:574] : INFO : Epoch 1982 | loss: 0.0311183 | val_loss: 0.0311496 | Time: 1354.28 ms
[2022-04-06 19:13:28 main:574] : INFO : Epoch 1983 | loss: 0.03112 | val_loss: 0.0311483 | Time: 1342.04 ms
[2022-04-06 19:13:29 main:574] : INFO : Epoch 1984 | loss: 0.0311196 | val_loss: 0.0311545 | Time: 1346.26 ms
[2022-04-06 19:13:31 main:574] : INFO : Epoch 1985 | loss: 0.0311259 | val_loss: 0.0311562 | Time: 1343.8 ms
[2022-04-06 19:13:32 main:574] : INFO : Epoch 1986 | loss: 0.0311275 | val_loss: 0.0311543 | Time: 1343.54 ms
[2022-04-06 19:13:34 main:574] : INFO : Epoch 1987 | loss: 0.0311255 | val_loss: 0.0311524 | Time: 1715.13 ms
[2022-04-06 19:13:35 main:574] : INFO : Epoch 1988 | loss: 0.0311234 | val_loss: 0.0311484 | Time: 1372.26 ms
[2022-04-06 19:13:37 main:574] : INFO : Epoch 1989 | loss: 0.0311209 | val_loss: 0.0311494 | Time: 1355.14 ms
[2022-04-06 19:13:38 main:574] : INFO : Epoch 1990 | loss: 0.0311254 | val_loss: 0.031152 | Time: 1442 ms
[2022-04-06 19:13:40 main:574] : INFO : Epoch 1991 | loss: 0.0311248 | val_loss: 0.0311478 | Time: 1561.58 ms
[2022-04-06 19:13:41 main:574] : INFO : Epoch 1992 | loss: 0.0311256 | val_loss: 0.0311475 | Time: 1365.18 ms
[2022-04-06 19:13:42 main:574] : INFO : Epoch 1993 | loss: 0.031124 | val_loss: 0.0311506 | Time: 1356.91 ms
[2022-04-06 19:13:44 main:574] : INFO : Epoch 1994 | loss: 0.0311213 | val_loss: 0.0311545 | Time: 1686.53 ms
[2022-04-06 19:13:45 main:574] : INFO : Epoch 1995 | loss: 0.0311206 | val_loss: 0.0311525 | Time: 1350.73 ms
[2022-04-06 19:13:47 main:574] : INFO : Epoch 1996 | loss: 0.0311254 | val_loss: 0.0311509 | Time: 1351.77 ms
[2022-04-06 19:13:48 main:574] : INFO : Epoch 1997 | loss: 0.0311209 | val_loss: 0.0311493 | Time: 1410.2 ms
[2022-04-06 19:13:49 main:574] : INFO : Epoch 1998 | loss: 0.0311242 | val_loss: 0.0311494 | Time: 1341.68 ms
[2022-04-06 19:13:51 main:574] : INFO : Epoch 1999 | loss: 0.031122 | val_loss: 0.0311547 | Time: 1341.75 ms
[2022-04-06 19:13:52 main:574] : INFO : Epoch 2000 | loss: 0.031121 | val_loss: 0.0311485 | Time: 1335.49 ms
[2022-04-06 19:13:54 main:574] : INFO : Epoch 2001 | loss: 0.0311222 | val_loss: 0.031147 | Time: 1699.35 ms
[2022-04-06 19:13:55 main:574] : INFO : Epoch 2002 | loss: 0.0311185 | val_loss: 0.0311515 | Time: 1378.01 ms
[2022-04-06 19:13:57 main:574] : INFO : Epoch 2003 | loss: 0.0311177 | val_loss: 0.0311536 | Time: 1340.08 ms
[2022-04-06 19:13:58 main:574] : INFO : Epoch 2004 | loss: 0.0311165 | val_loss: 0.0311478 | Time: 1331.46 ms
[2022-04-06 19:13:59 main:574] : INFO : Epoch 2005 | loss: 0.0311148 | val_loss: 0.0311461 | Time: 1340.55 ms
[2022-04-06 19:14:01 main:574] : INFO : Epoch 2006 | loss: 0.0311157 | val_loss: 0.0311476 | Time: 1333.58 ms
[2022-04-06 19:14:02 main:574] : INFO : Epoch 2007 | loss: 0.0311176 | val_loss: 0.031151 | Time: 1334.1 ms
[2022-04-06 19:14:03 main:574] : INFO : Epoch 2008 | loss: 0.0311182 | val_loss: 0.0311453 | Time: 1533.23 ms
[2022-04-06 19:14:05 main:574] : INFO : Epoch 2009 | loss: 0.0311165 | val_loss: 0.0311451 | Time: 1475.19 ms
[2022-04-06 19:14:06 main:574] : INFO : Epoch 2010 | loss: 0.0311181 | val_loss: 0.031148 | Time: 1349.55 ms
[2022-04-06 19:14:09 main:574] : INFO : Epoch 2011 | loss: 0.0311173 | val_loss: 0.031147 | Time: 2203.21 ms
[2022-04-06 19:14:11 main:574] : INFO : Epoch 2012 | loss: 0.0311172 | val_loss: 0.0311465 | Time: 2399.28 ms
[2022-04-06 19:14:13 main:574] : INFO : Epoch 2013 | loss: 0.0311138 | val_loss: 0.0311427 | Time: 2505.99 ms
[2022-04-06 19:14:15 main:574] : INFO : Epoch 2014 | loss: 0.0311148 | val_loss: 0.031142 | Time: 1551.43 ms
[2022-04-06 19:14:16 main:574] : INFO : Epoch 2015 | loss: 0.0311147 | val_loss: 0.0311442 | Time: 1387.61 ms
[2022-04-06 19:14:18 main:574] : INFO : Epoch 2016 | loss: 0.0311153 | val_loss: 0.0311443 | Time: 1342.03 ms
[2022-04-06 19:14:19 main:574] : INFO : Epoch 2017 | loss: 0.0311159 | val_loss: 0.0311459 | Time: 1337.94 ms
[2022-04-06 19:14:20 main:574] : INFO : Epoch 2018 | loss: 0.0311149 | val_loss: 0.0311435 | Time: 1341.8 ms
[2022-04-06 19:14:22 main:574] : INFO : Epoch 2019 | loss: 0.031118 | val_loss: 0.0311453 | Time: 1335.32 ms
[2022-04-06 19:14:23 main:574] : INFO : Epoch 2020 | loss: 0.0311158 | val_loss: 0.0311462 | Time: 1495.84 ms
[2022-04-06 19:14:25 main:574] : INFO : Epoch 2021 | loss: 0.0311199 | val_loss: 0.031148 | Time: 1602.58 ms
[2022-04-06 19:14:26 main:574] : INFO : Epoch 2022 | loss: 0.0311224 | val_loss: 0.0311512 | Time: 1344.76 ms
[2022-04-06 19:14:28 main:574] : INFO : Epoch 2023 | loss: 0.0311208 | val_loss: 0.0311495 | Time: 1340.54 ms
[2022-04-06 19:14:29 main:574] : INFO : Epoch 2024 | loss: 0.0311269 | val_loss: 0.0311528 | Time: 1342.67 ms
[2022-04-06 19:14:30 main:574] : INFO : Epoch 2025 | loss: 0.031131 | val_loss: 0.0311504 | Time: 1339.19 ms
[2022-04-06 19:14:32 main:574] : INFO : Epoch 2026 | loss: 0.0311278 | val_loss: 0.0311503 | Time: 1338.53 ms
[2022-04-06 19:14:33 main:574] : INFO : Epoch 2027 | loss: 0.0311278 | val_loss: 0.0311484 | Time: 1412.75 ms
[2022-04-06 19:14:35 main:574] : INFO : Epoch 2028 | loss: 0.0311259 | val_loss: 0.0311469 | Time: 1674.74 ms
[2022-04-06 19:14:36 main:574] : INFO : Epoch 2029 | loss: 0.0311228 | val_loss: 0.0311491 | Time: 1342.25 ms
[2022-04-06 19:14:37 main:574] : INFO : Epoch 2030 | loss: 0.0311256 | val_loss: 0.0311547 | Time: 1341.41 ms
[2022-04-06 19:14:39 main:574] : INFO : Epoch 2031 | loss: 0.03113 | val_loss: 0.0311587 | Time: 1347.82 ms
[2022-04-06 19:14:40 main:574] : INFO : Epoch 2032 | loss: 0.0311327 | val_loss: 0.0311543 | Time: 1331.52 ms
[2022-04-06 19:14:41 main:574] : INFO : Epoch 2033 | loss: 0.0311273 | val_loss: 0.0311475 | Time: 1345.64 ms
[2022-04-06 19:14:43 main:574] : INFO : Epoch 2034 | loss: 0.0311272 | val_loss: 0.0311443 | Time: 1354.45 ms
[2022-04-06 19:14:45 main:574] : INFO : Epoch 2035 | loss: 0.0311302 | val_loss: 0.0311541 | Time: 1733.64 ms
[2022-04-06 19:14:46 main:574] : INFO : Epoch 2036 | loss: 0.0311283 | val_loss: 0.0311495 | Time: 1357.12 ms
[2022-04-06 19:14:47 main:574] : INFO : Epoch 2037 | loss: 0.0311246 | val_loss: 0.0311492 | Time: 1330.59 ms
[2022-04-06 19:14:49 main:574] : INFO : Epoch 2038 | loss: 0.0311225 | val_loss: 0.0311496 | Time: 1384.19 ms
[2022-04-06 19:14:50 main:574] : INFO : Epoch 2039 | loss: 0.0311212 | val_loss: 0.0311465 | Time: 1332.9 ms
[2022-04-06 19:14:51 main:574] : INFO : Epoch 2040 | loss: 0.0311208 | val_loss: 0.0311473 | Time: 1342.44 ms
[2022-04-06 19:14:53 main:574] : INFO : Epoch 2041 | loss: 0.0311202 | val_loss: 0.0311479 | Time: 1343.9 ms
[2022-04-06 19:14:54 main:574] : INFO : Epoch 2042 | loss: 0.0311187 | val_loss: 0.031148 | Time: 1621.53 ms
[2022-04-06 19:14:56 main:574] : INFO : Epoch 2043 | loss: 0.0311212 | val_loss: 0.0311476 | Time: 1343.72 ms
[2022-04-06 19:14:57 main:574] : INFO : Epoch 2044 | loss: 0.03112 | val_loss: 0.0311474 | Time: 1332.87 ms
[2022-04-06 19:14:58 main:574] : INFO : Epoch 2045 | loss: 0.0311174 | val_loss: 0.0311471 | Time: 1332.47 ms
[2022-04-06 19:15:00 main:574] : INFO : Epoch 2046 | loss: 0.0311161 | val_loss: 0.0311451 | Time: 1338.48 ms
[2022-04-06 19:15:01 main:574] : INFO : Epoch 2047 | loss: 0.0311158 | val_loss: 0.0311457 | Time: 1334.6 ms
[2022-04-06 19:15:02 main:574] : INFO : Epoch 2048 | loss: 0.0311168 | val_loss: 0.0311473 | Time: 1330.27 ms
[2022-04-06 19:15:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311473
[2022-04-06 19:15:02 main:603] : INFO : Saving end state to config to file
[2022-04-06 19:15:02 main:608] : INFO : Success, exiting..
19:15:02 (13152): 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)