Task 7568363
| Name | ParityModified-1631732051-31982-2_0 |
| Workunit | 5226634 |
| Created | 24 Sep 2021, 17:29:27 UTC |
| Sent | 6 Oct 2021, 11:38:53 UTC |
| Report deadline | 13 Oct 2021, 11:38:53 UTC |
| Received | 7 Oct 2021, 2:42:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 50 sec |
| CPU time | 49 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311194 | val_loss: 0.0311483 | Time: 1451 ms
[2021-10-06 21:29:55 main:581] : INFO : Epoch 1539 | loss: 0.0311187 | val_loss: 0.0311476 | Time: 1441.17 ms
[2021-10-06 21:29:57 main:581] : INFO : Epoch 1540 | loss: 0.0311194 | val_loss: 0.0311457 | Time: 1449.36 ms
[2021-10-06 21:29:58 main:581] : INFO : Epoch 1541 | loss: 0.0311179 | val_loss: 0.0311476 | Time: 1454.86 ms
[2021-10-06 21:29:59 main:581] : INFO : Epoch 1542 | loss: 0.0311194 | val_loss: 0.0311499 | Time: 1440.88 ms
[2021-10-06 21:30:01 main:581] : INFO : Epoch 1543 | loss: 0.0311189 | val_loss: 0.0311435 | Time: 1467.96 ms
[2021-10-06 21:30:02 main:581] : INFO : Epoch 1544 | loss: 0.0311203 | val_loss: 0.0311428 | Time: 1450.88 ms
[2021-10-06 21:30:04 main:581] : INFO : Epoch 1545 | loss: 0.0311218 | val_loss: 0.0311504 | Time: 1456.67 ms
[2021-10-06 21:30:05 main:581] : INFO : Epoch 1546 | loss: 0.0311258 | val_loss: 0.0311482 | Time: 1456.19 ms
[2021-10-06 21:30:07 main:581] : INFO : Epoch 1547 | loss: 0.0311262 | val_loss: 0.0311543 | Time: 1461.17 ms
[2021-10-06 21:30:08 main:581] : INFO : Epoch 1548 | loss: 0.0311256 | val_loss: 0.0311429 | Time: 1448.73 ms
[2021-10-06 21:30:10 main:581] : INFO : Epoch 1549 | loss: 0.0311211 | val_loss: 0.0311423 | Time: 1464.21 ms
[2021-10-06 21:30:11 main:581] : INFO : Epoch 1550 | loss: 0.0311206 | val_loss: 0.0311419 | Time: 1450.6 ms
[2021-10-06 21:30:13 main:581] : INFO : Epoch 1551 | loss: 0.0311212 | val_loss: 0.0311427 | Time: 1450.76 ms
[2021-10-06 21:30:14 main:581] : INFO : Epoch 1552 | loss: 0.031119 | val_loss: 0.0311413 | Time: 1473.25 ms
[2021-10-06 21:30:15 main:581] : INFO : Epoch 1553 | loss: 0.0311232 | val_loss: 0.0311553 | Time: 1448.89 ms
[2021-10-06 21:30:17 main:581] : INFO : Epoch 1554 | loss: 0.0311234 | val_loss: 0.031157 | Time: 1452.13 ms
[2021-10-06 21:30:18 main:581] : INFO : Epoch 1555 | loss: 0.031126 | val_loss: 0.0311432 | Time: 1442.36 ms
[2021-10-06 21:30:20 main:581] : INFO : Epoch 1556 | loss: 0.0311224 | val_loss: 0.0311494 | Time: 1502.62 ms
[2021-10-06 21:30:21 main:581] : INFO : Epoch 1557 | loss: 0.0311203 | val_loss: 0.0311445 | Time: 1459.29 ms
[2021-10-06 21:30:23 main:581] : INFO : Epoch 1558 | loss: 0.0311237 | val_loss: 0.0311505 | Time: 1457.71 ms
[2021-10-06 21:30:24 main:581] : INFO : Epoch 1559 | loss: 0.0311239 | val_loss: 0.0311572 | Time: 1487.15 ms
[2021-10-06 21:30:26 main:581] : INFO : Epoch 1560 | loss: 0.0311231 | val_loss: 0.0311433 | Time: 1453.1 ms
[2021-10-06 21:30:27 main:581] : INFO : Epoch 1561 | loss: 0.0311204 | val_loss: 0.0311528 | Time: 1440.98 ms
[2021-10-06 21:30:29 main:581] : INFO : Epoch 1562 | loss: 0.0311204 | val_loss: 0.0311447 | Time: 1465.79 ms
[2021-10-06 21:30:30 main:581] : INFO : Epoch 1563 | loss: 0.031117 | val_loss: 0.0311435 | Time: 1460.13 ms
[2021-10-06 21:30:32 main:581] : INFO : Epoch 1564 | loss: 0.0311179 | val_loss: 0.0311487 | Time: 1468.99 ms
[2021-10-06 21:30:33 main:581] : INFO : Epoch 1565 | loss: 0.0311183 | val_loss: 0.0311431 | Time: 1467.41 ms
[2021-10-06 21:30:34 main:581] : INFO : Epoch 1566 | loss: 0.0311178 | val_loss: 0.0311473 | Time: 1455.01 ms
[2021-10-06 21:30:36 main:581] : INFO : Epoch 1567 | loss: 0.0311181 | val_loss: 0.0311438 | Time: 1448.23 ms
[2021-10-06 21:30:37 main:581] : INFO : Epoch 1568 | loss: 0.031119 | val_loss: 0.0311433 | Time: 1461.45 ms
[2021-10-06 21:30:39 main:581] : INFO : Epoch 1569 | loss: 0.0311334 | val_loss: 0.0311584 | Time: 1479.27 ms
[2021-10-06 21:30:40 main:581] : INFO : Epoch 1570 | loss: 0.031153 | val_loss: 0.0311562 | Time: 1427.89 ms
[2021-10-06 21:30:42 main:581] : INFO : Epoch 1571 | loss: 0.0311481 | val_loss: 0.031154 | Time: 1490.55 ms
[2021-10-06 21:30:43 main:581] : INFO : Epoch 1572 | loss: 0.0311445 | val_loss: 0.0311496 | Time: 1443.99 ms
[2021-10-06 21:30:45 main:581] : INFO : Epoch 1573 | loss: 0.0311423 | val_loss: 0.0311498 | Time: 1449.02 ms
[2021-10-06 21:30:46 main:581] : INFO : Epoch 1574 | loss: 0.0311368 | val_loss: 0.0311481 | Time: 1446.47 ms
[2021-10-06 21:30:48 main:581] : INFO : Epoch 1575 | loss: 0.031136 | val_loss: 0.0311498 | Time: 1471.3 ms
[2021-10-06 21:30:49 main:581] : INFO : Epoch 1576 | loss: 0.0311406 | val_loss: 0.0311533 | Time: 1438.26 ms
[2021-10-06 21:30:51 main:581] : INFO : Epoch 1577 | loss: 0.0311357 | val_loss: 0.0311512 | Time: 1471.99 ms
[2021-10-06 21:30:52 main:581] : INFO : Epoch 1578 | loss: 0.0311373 | val_loss: 0.031156 | Time: 1463.78 ms
[2021-10-06 21:30:53 main:581] : INFO : Epoch 1579 | loss: 0.0311359 | val_loss: 0.0311499 | Time: 1450.76 ms
[2021-10-06 21:30:55 main:581] : INFO : Epoch 1580 | loss: 0.0311342 | val_loss: 0.0311511 | Time: 1450.11 ms
[2021-10-06 21:30:56 main:581] : INFO : Epoch 1581 | loss: 0.0311324 | val_loss: 0.0311511 | Time: 1458.88 ms
[2021-10-06 21:30:58 main:581] : INFO : Epoch 1582 | loss: 0.031131 | val_loss: 0.0311541 | Time: 1478.49 ms
[2021-10-06 21:30:59 main:581] : INFO : Epoch 1583 | loss: 0.0311323 | val_loss: 0.0311482 | Time: 1437.85 ms
[2021-10-06 21:31:01 main:581] : INFO : Epoch 1584 | loss: 0.0311312 | val_loss: 0.0311531 | Time: 1459.24 ms
[2021-10-06 21:31:02 main:581] : INFO : Epoch 1585 | loss: 0.0311301 | val_loss: 0.0311478 | Time: 1468.49 ms
[2021-10-06 21:31:04 main:581] : INFO : Epoch 1586 | loss: 0.0311279 | val_loss: 0.03115 | Time: 1450.53 ms
[2021-10-06 21:31:05 main:581] : INFO : Epoch 1587 | loss: 0.0311287 | val_loss: 0.0311484 | Time: 1495.34 ms
[2021-10-06 21:31:07 main:581] : INFO : Epoch 1588 | loss: 0.0311282 | val_loss: 0.031152 | Time: 1454.57 ms
[2021-10-06 21:31:08 main:581] : INFO : Epoch 1589 | loss: 0.0311298 | val_loss: 0.0311509 | Time: 1459.41 ms
[2021-10-06 21:31:09 main:581] : INFO : Epoch 1590 | loss: 0.031127 | val_loss: 0.0311478 | Time: 1467.03 ms
[2021-10-06 21:31:11 main:581] : INFO : Epoch 1591 | loss: 0.0311292 | val_loss: 0.0311508 | Time: 1475.33 ms
[2021-10-06 21:31:12 main:581] : INFO : Epoch 1592 | loss: 0.0311273 | val_loss: 0.031148 | Time: 1451.62 ms
[2021-10-06 21:31:14 main:581] : INFO : Epoch 1593 | loss: 0.031129 | val_loss: 0.0311491 | Time: 1461.52 ms
[2021-10-06 21:31:15 main:581] : INFO : Epoch 1594 | loss: 0.0311291 | val_loss: 0.0311489 | Time: 1446.85 ms
[2021-10-06 21:31:17 main:581] : INFO : Epoch 1595 | loss: 0.0311296 | val_loss: 0.0311477 | Time: 1474.75 ms
[2021-10-06 21:31:18 main:581] : INFO : Epoch 1596 | loss: 0.0311286 | val_loss: 0.0311499 | Time: 1469.64 ms
[2021-10-06 21:31:20 main:581] : INFO : Epoch 1597 | loss: 0.0311295 | val_loss: 0.0311487 | Time: 1438.36 ms
[2021-10-06 21:31:21 main:581] : INFO : Epoch 1598 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 1498.1 ms
[2021-10-06 21:31:23 main:581] : INFO : Epoch 1599 | loss: 0.0311424 | val_loss: 0.0311521 | Time: 1451.8 ms
[2021-10-06 21:31:24 main:581] : INFO : Epoch 1600 | loss: 0.03114 | val_loss: 0.0311512 | Time: 1464.05 ms
[2021-10-06 21:31:26 main:581] : INFO : Epoch 1601 | loss: 0.0311378 | val_loss: 0.03115 | Time: 1473.16 ms
[2021-10-06 21:31:27 main:581] : INFO : Epoch 1602 | loss: 0.0311399 | val_loss: 0.0311638 | Time: 1427.85 ms
[2021-10-06 21:31:28 main:581] : INFO : Epoch 1603 | loss: 0.0311421 | val_loss: 0.0311476 | Time: 1444.57 ms
[2021-10-06 21:31:30 main:581] : INFO : Epoch 1604 | loss: 0.0311355 | val_loss: 0.031149 | Time: 1467.02 ms
[2021-10-06 21:31:31 main:581] : INFO : Epoch 1605 | loss: 0.0311377 | val_loss: 0.0311548 | Time: 1457.44 ms
[2021-10-06 21:31:33 main:581] : INFO : Epoch 1606 | loss: 0.0311381 | val_loss: 0.0311497 | Time: 1453.28 ms
[2021-10-06 21:31:34 main:581] : INFO : Epoch 1607 | loss: 0.0311346 | val_loss: 0.0311474 | Time: 1459.89 ms
[2021-10-06 21:31:36 main:581] : INFO : Epoch 1608 | loss: 0.031134 | val_loss: 0.0311479 | Time: 1445.03 ms
[2021-10-06 21:31:37 main:581] : INFO : Epoch 1609 | loss: 0.0311328 | val_loss: 0.0311499 | Time: 1465.91 ms
[2021-10-06 21:31:39 main:581] : INFO : Epoch 1610 | loss: 0.0311311 | val_loss: 0.0311517 | Time: 1450.08 ms
[2021-10-06 21:31:40 main:581] : INFO : Epoch 1611 | loss: 0.0311315 | val_loss: 0.0311479 | Time: 1474.46 ms
[2021-10-06 21:31:42 main:581] : INFO : Epoch 1612 | loss: 0.0311309 | val_loss: 0.0311474 | Time: 1448.45 ms
[2021-10-06 21:31:43 main:581] : INFO : Epoch 1613 | loss: 0.0311295 | val_loss: 0.0311517 | Time: 1446.6 ms
[2021-10-06 21:31:45 main:581] : INFO : Epoch 1614 | loss: 0.0311318 | val_loss: 0.0311478 | Time: 1458.45 ms
[2021-10-06 21:31:46 main:581] : INFO : Epoch 1615 | loss: 0.0311302 | val_loss: 0.0311505 | Time: 1456.58 ms
[2021-10-06 21:31:47 main:581] : INFO : Epoch 1616 | loss: 0.0311296 | val_loss: 0.0311516 | Time: 1449.16 ms
[2021-10-06 21:31:49 main:581] : INFO : Epoch 1617 | loss: 0.0311305 | val_loss: 0.0311507 | Time: 1450 ms
[2021-10-06 21:31:50 main:581] : INFO : Epoch 1618 | loss: 0.0311286 | val_loss: 0.031153 | Time: 1442.14 ms
[2021-10-06 21:31:52 main:581] : INFO : Epoch 1619 | loss: 0.031129 | val_loss: 0.0311513 | Time: 1462.21 ms
[2021-10-06 21:31:53 main:581] : INFO : Epoch 1620 | loss: 0.0311307 | val_loss: 0.0311525 | Time: 1468.87 ms
[2021-10-06 21:31:55 main:581] : INFO : Epoch 1621 | loss: 0.0311307 | val_loss: 0.0311546 | Time: 1468.07 ms
[2021-10-06 21:31:56 main:581] : INFO : Epoch 1622 | loss: 0.0311289 | val_loss: 0.0311468 | Time: 1458.92 ms
[2021-10-06 21:31:58 main:581] : INFO : Epoch 1623 | loss: 0.0311293 | val_loss: 0.0311476 | Time: 1449.42 ms
[2021-10-06 21:31:59 main:581] : INFO : Epoch 1624 | loss: 0.0311283 | val_loss: 0.0311491 | Time: 1449.85 ms
[2021-10-06 21:32:01 main:581] : INFO : Epoch 1625 | loss: 0.0311276 | val_loss: 0.0311493 | Time: 1487.66 ms
[2021-10-06 21:32:02 main:581] : INFO : Epoch 1626 | loss: 0.0311292 | val_loss: 0.0311476 | Time: 1462.79 ms
[2021-10-06 21:32:03 main:581] : INFO : Epoch 1627 | loss: 0.0311275 | val_loss: 0.0311468 | Time: 1439.05 ms
[2021-10-06 21:32:05 main:581] : INFO : Epoch 1628 | loss: 0.0311257 | val_loss: 0.0311474 | Time: 1456.3 ms
[2021-10-06 21:32:06 main:581] : INFO : Epoch 1629 | loss: 0.0311254 | val_loss: 0.0311497 | Time: 1433.57 ms
[2021-10-06 21:32:08 main:581] : INFO : Epoch 1630 | loss: 0.0311258 | val_loss: 0.0311499 | Time: 1448.6 ms
[2021-10-06 21:32:09 main:581] : INFO : Epoch 1631 | loss: 0.0311255 | val_loss: 0.0311506 | Time: 1465.52 ms
[2021-10-06 21:32:11 main:581] : INFO : Epoch 1632 | loss: 0.0311252 | val_loss: 0.0311483 | Time: 1471.1 ms
[2021-10-06 21:32:12 main:581] : INFO : Epoch 1633 | loss: 0.0311271 | val_loss: 0.0311568 | Time: 1459.22 ms
[2021-10-06 21:32:14 main:581] : INFO : Epoch 1634 | loss: 0.0311298 | val_loss: 0.0311467 | Time: 1448.02 ms
[2021-10-06 21:32:15 main:581] : INFO : Epoch 1635 | loss: 0.031126 | val_loss: 0.0311475 | Time: 1467.62 ms
[2021-10-06 21:32:17 main:581] : INFO : Epoch 1636 | loss: 0.0311261 | val_loss: 0.0311512 | Time: 1444.79 ms
[2021-10-06 21:32:18 main:581] : INFO : Epoch 1637 | loss: 0.0311257 | val_loss: 0.031149 | Time: 1465.13 ms
[2021-10-06 21:32:19 main:581] : INFO : Epoch 1638 | loss: 0.0311252 | val_loss: 0.0311506 | Time: 1456.44 ms
[2021-10-06 21:32:21 main:581] : INFO : Epoch 1639 | loss: 0.0311281 | val_loss: 0.0311486 | Time: 1449.54 ms
[2021-10-06 21:32:22 main:581] : INFO : Epoch 1640 | loss: 0.0311249 | val_loss: 0.0311475 | Time: 1452.32 ms
[2021-10-06 21:32:24 main:581] : INFO : Epoch 1641 | loss: 0.0311261 | val_loss: 0.0311476 | Time: 1470.58 ms
[2021-10-06 21:32:25 main:581] : INFO : Epoch 1642 | loss: 0.0311301 | val_loss: 0.0311504 | Time: 1459.28 ms
[2021-10-06 21:32:27 main:581] : INFO : Epoch 1643 | loss: 0.0311318 | val_loss: 0.0311492 | Time: 1463.98 ms
[2021-10-06 21:32:28 main:581] : INFO : Epoch 1644 | loss: 0.0311274 | val_loss: 0.031148 | Time: 1452.83 ms
[2021-10-06 21:32:30 main:581] : INFO : Epoch 1645 | loss: 0.0311278 | val_loss: 0.0311446 | Time: 1452.91 ms
[2021-10-06 21:32:31 main:581] : INFO : Epoch 1646 | loss: 0.0311261 | val_loss: 0.0311488 | Time: 1453.21 ms
[2021-10-06 21:32:33 main:581] : INFO : Epoch 1647 | loss: 0.0311259 | val_loss: 0.0311505 | Time: 1454.98 ms
[2021-10-06 21:32:34 main:581] : INFO : Epoch 1648 | loss: 0.0311232 | val_loss: 0.031147 | Time: 1458.5 ms
[2021-10-06 21:32:35 main:581] : INFO : Epoch 1649 | loss: 0.0311235 | val_loss: 0.0311478 | Time: 1452.58 ms
[2021-10-06 21:32:37 main:581] : INFO : Epoch 1650 | loss: 0.0311233 | val_loss: 0.0311473 | Time: 1458.67 ms
[2021-10-06 21:32:38 main:581] : INFO : Epoch 1651 | loss: 0.0311239 | val_loss: 0.0311481 | Time: 1453.45 ms
[2021-10-06 21:32:40 main:581] : INFO : Epoch 1652 | loss: 0.0311219 | val_loss: 0.0311459 | Time: 1461.81 ms
[2021-10-06 21:32:41 main:581] : INFO : Epoch 1653 | loss: 0.031121 | val_loss: 0.0311482 | Time: 1455.21 ms
[2021-10-06 21:32:43 main:581] : INFO : Epoch 1654 | loss: 0.0311219 | val_loss: 0.0311478 | Time: 1475.25 ms
[2021-10-06 21:32:44 main:581] : INFO : Epoch 1655 | loss: 0.0311203 | val_loss: 0.0311512 | Time: 1446.13 ms
[2021-10-06 21:32:46 main:581] : INFO : Epoch 1656 | loss: 0.0311311 | val_loss: 0.0311432 | Time: 1460.05 ms
[2021-10-06 21:32:47 main:581] : INFO : Epoch 1657 | loss: 0.0311362 | val_loss: 0.0311483 | Time: 1445.67 ms
[2021-10-06 21:32:49 main:581] : INFO : Epoch 1658 | loss: 0.0311283 | val_loss: 0.031144 | Time: 1452.6 ms
[2021-10-06 21:32:50 main:581] : INFO : Epoch 1659 | loss: 0.0311264 | val_loss: 0.0311483 | Time: 1457.6 ms
[2021-10-06 21:32:51 main:581] : INFO : Epoch 1660 | loss: 0.0311266 | val_loss: 0.0311463 | Time: 1435.92 ms
[2021-10-06 21:32:53 main:581] : INFO : Epoch 1661 | loss: 0.0311239 | val_loss: 0.0311466 | Time: 1445.45 ms
[2021-10-06 21:32:54 main:581] : INFO : Epoch 1662 | loss: 0.031124 | val_loss: 0.031148 | Time: 1456.25 ms
[2021-10-06 21:32:56 main:581] : INFO : Epoch 1663 | loss: 0.0311227 | val_loss: 0.0311463 | Time: 1440.58 ms
[2021-10-06 21:32:57 main:581] : INFO : Epoch 1664 | loss: 0.0311244 | val_loss: 0.0311476 | Time: 1452.89 ms
[2021-10-06 21:32:59 main:581] : INFO : Epoch 1665 | loss: 0.0311277 | val_loss: 0.0311444 | Time: 1462.61 ms
[2021-10-06 21:33:00 main:581] : INFO : Epoch 1666 | loss: 0.0311229 | val_loss: 0.0311451 | Time: 1465.51 ms
[2021-10-06 21:33:02 main:581] : INFO : Epoch 1667 | loss: 0.0311222 | val_loss: 0.0311409 | Time: 1469.34 ms
[2021-10-06 21:33:03 main:581] : INFO : Epoch 1668 | loss: 0.0311223 | val_loss: 0.0311414 | Time: 1462 ms
[2021-10-06 21:33:05 main:581] : INFO : Epoch 1669 | loss: 0.0311229 | val_loss: 0.0311402 | Time: 1478.6 ms
[2021-10-06 21:33:06 main:581] : INFO : Epoch 1670 | loss: 0.031123 | val_loss: 0.031141 | Time: 1439.2 ms
[2021-10-06 21:33:08 main:581] : INFO : Epoch 1671 | loss: 0.0311214 | val_loss: 0.0311429 | Time: 1470.79 ms
[2021-10-06 21:33:09 main:581] : INFO : Epoch 1672 | loss: 0.0311218 | val_loss: 0.0311437 | Time: 1433.88 ms
[2021-10-06 21:33:10 main:581] : INFO : Epoch 1673 | loss: 0.0311215 | val_loss: 0.0311468 | Time: 1448.35 ms
[2021-10-06 21:33:12 main:581] : INFO : Epoch 1674 | loss: 0.0311233 | val_loss: 0.0311417 | Time: 1445.87 ms
[2021-10-06 21:33:13 main:581] : INFO : Epoch 1675 | loss: 0.0311228 | val_loss: 0.0311425 | Time: 1445.12 ms
[2021-10-06 21:33:15 main:581] : INFO : Epoch 1676 | loss: 0.0311229 | val_loss: 0.0311426 | Time: 1447.44 ms
[2021-10-06 21:33:16 main:581] : INFO : Epoch 1677 | loss: 0.0311223 | val_loss: 0.0311404 | Time: 1421.79 ms
[2021-10-06 21:33:18 main:581] : INFO : Epoch 1678 | loss: 0.0311233 | val_loss: 0.0311437 | Time: 1441.6 ms
[2021-10-06 21:33:19 main:581] : INFO : Epoch 1679 | loss: 0.0311213 | val_loss: 0.0311457 | Time: 1473.94 ms
[2021-10-06 21:33:21 main:581] : INFO : Epoch 1680 | loss: 0.0311254 | val_loss: 0.0311505 | Time: 1447.07 ms
[2021-10-06 21:33:22 main:581] : INFO : Epoch 1681 | loss: 0.0311434 | val_loss: 0.0311498 | Time: 1460.05 ms
[2021-10-06 21:33:23 main:581] : INFO : Epoch 1682 | loss: 0.0311437 | val_loss: 0.0311514 | Time: 1477.43 ms
[2021-10-06 21:33:25 main:581] : INFO : Epoch 1683 | loss: 0.0311438 | val_loss: 0.0311543 | Time: 1482.77 ms
[2021-10-06 21:33:26 main:581] : INFO : Epoch 1684 | loss: 0.0311424 | val_loss: 0.0311538 | Time: 1529.08 ms
[2021-10-06 21:33:28 main:581] : INFO : Epoch 1685 | loss: 0.0311413 | val_loss: 0.031153 | Time: 1473.33 ms
[2021-10-06 21:33:29 main:581] : INFO : Epoch 1686 | loss: 0.0311403 | val_loss: 0.0311502 | Time: 1477.24 ms
[2021-10-06 21:33:31 main:581] : INFO : Epoch 1687 | loss: 0.0311402 | val_loss: 0.0311522 | Time: 1493.72 ms
[2021-10-06 21:33:32 main:581] : INFO : Epoch 1688 | loss: 0.0311383 | val_loss: 0.0311515 | Time: 1467.52 ms
[2021-10-06 21:33:34 main:581] : INFO : Epoch 1689 | loss: 0.0311383 | val_loss: 0.0311499 | Time: 1483.78 ms
[2021-10-06 21:33:35 main:581] : INFO : Epoch 1690 | loss: 0.0311385 | val_loss: 0.0311485 | Time: 1505.43 ms
[2021-10-06 21:33:37 main:581] : INFO : Epoch 1691 | loss: 0.0311379 | val_loss: 0.0311493 | Time: 1470.69 ms
[2021-10-06 21:33:38 main:581] : INFO : Epoch 1692 | loss: 0.0311358 | val_loss: 0.0311491 | Time: 1480.28 ms
[2021-10-06 21:33:40 main:581] : INFO : Epoch 1693 | loss: 0.0311355 | val_loss: 0.0311505 | Time: 1472.34 ms
[2021-10-06 21:33:41 main:581] : INFO : Epoch 1694 | loss: 0.0311373 | val_loss: 0.0311547 | Time: 1478.73 ms
[2021-10-06 21:33:43 main:581] : INFO : Epoch 1695 | loss: 0.0311367 | val_loss: 0.0311487 | Time: 1485.18 ms
[2021-10-06 21:33:44 main:581] : INFO : Epoch 1696 | loss: 0.0311345 | val_loss: 0.0311472 | Time: 1482.39 ms
[2021-10-06 21:33:46 main:581] : INFO : Epoch 1697 | loss: 0.0311331 | val_loss: 0.0311495 | Time: 1462.38 ms
[2021-10-06 21:33:47 main:581] : INFO : Epoch 1698 | loss: 0.0311329 | val_loss: 0.0311508 | Time: 1478.54 ms
[2021-10-06 21:33:49 main:581] : INFO : Epoch 1699 | loss: 0.0311339 | val_loss: 0.0311484 | Time: 1485.48 ms
[2021-10-06 21:33:50 main:581] : INFO : Epoch 1700 | loss: 0.0311325 | val_loss: 0.0311521 | Time: 1464.98 ms
[2021-10-06 21:33:52 main:581] : INFO : Epoch 1701 | loss: 0.0311332 | val_loss: 0.0311458 | Time: 1456.65 ms
[2021-10-06 21:33:53 main:581] : INFO : Epoch 1702 | loss: 0.0311334 | val_loss: 0.0311498 | Time: 1449.52 ms
[2021-10-06 21:33:55 main:581] : INFO : Epoch 1703 | loss: 0.031131 | val_loss: 0.0311518 | Time: 1466.64 ms
[2021-10-06 21:33:56 main:581] : INFO : Epoch 1704 | loss: 0.0311317 | val_loss: 0.0311468 | Time: 1456.12 ms
[2021-10-06 21:33:57 main:581] : INFO : Epoch 1705 | loss: 0.0311288 | val_loss: 0.0311478 | Time: 1464.01 ms
[2021-10-06 21:33:59 main:581] : INFO : Epoch 1706 | loss: 0.0311299 | val_loss: 0.0311476 | Time: 1453.5 ms
[2021-10-06 21:34:00 main:581] : INFO : Epoch 1707 | loss: 0.0311289 | val_loss: 0.0311504 | Time: 1479.04 ms
[2021-10-06 21:34:02 main:581] : INFO : Epoch 1708 | loss: 0.0311294 | val_loss: 0.0311501 | Time: 1462.07 ms
[2021-10-06 21:34:03 main:581] : INFO : Epoch 1709 | loss: 0.0311298 | val_loss: 0.0311518 | Time: 1465.17 ms
[2021-10-06 21:34:05 main:581] : INFO : Epoch 1710 | loss: 0.0311301 | val_loss: 0.0311483 | Time: 1473.25 ms
[2021-10-06 21:34:06 main:581] : INFO : Epoch 1711 | loss: 0.0311287 | val_loss: 0.0311493 | Time: 1470.41 ms
[2021-10-06 21:34:08 main:581] : INFO : Epoch 1712 | loss: 0.0311334 | val_loss: 0.0311512 | Time: 1443.34 ms
[2021-10-06 21:34:09 main:581] : INFO : Epoch 1713 | loss: 0.0311341 | val_loss: 0.0311544 | Time: 1471 ms
[2021-10-06 21:34:11 main:581] : INFO : Epoch 1714 | loss: 0.0311349 | val_loss: 0.0311508 | Time: 1457.02 ms
[2021-10-06 21:34:12 main:581] : INFO : Epoch 1715 | loss: 0.0311319 | val_loss: 0.0311515 | Time: 1469.01 ms
[2021-10-06 21:34:14 main:581] : INFO : Epoch 1716 | loss: 0.0311308 | val_loss: 0.0311535 | Time: 1476.4 ms
[2021-10-06 21:34:15 main:581] : INFO : Epoch 1717 | loss: 0.0311363 | val_loss: 0.031156 | Time: 1461.21 ms
[2021-10-06 21:34:17 main:581] : INFO : Epoch 1718 | loss: 0.0311301 | val_loss: 0.0311504 | Time: 1464.69 ms
[2021-10-06 21:34:18 main:581] : INFO : Epoch 1719 | loss: 0.0311278 | val_loss: 0.0311487 | Time: 1443.99 ms
[2021-10-06 21:34:19 main:581] : INFO : Epoch 1720 | loss: 0.0311278 | val_loss: 0.031149 | Time: 1426.99 ms
[2021-10-06 21:34:21 main:581] : INFO : Epoch 1721 | loss: 0.0311274 | val_loss: 0.0311516 | Time: 1476.55 ms
[2021-10-06 21:34:22 main:581] : INFO : Epoch 1722 | loss: 0.031128 | val_loss: 0.0311477 | Time: 1436.27 ms
[2021-10-06 21:34:24 main:581] : INFO : Epoch 1723 | loss: 0.0311259 | val_loss: 0.0311528 | Time: 1474.24 ms
[2021-10-06 21:34:25 main:581] : INFO : Epoch 1724 | loss: 0.0311253 | val_loss: 0.03115 | Time: 1455.19 ms
[2021-10-06 21:34:27 main:581] : INFO : Epoch 1725 | loss: 0.0311314 | val_loss: 0.031168 | Time: 1472.93 ms
[2021-10-06 21:34:28 main:581] : INFO : Epoch 1726 | loss: 0.0311299 | val_loss: 0.0311514 | Time: 1472.48 ms
[2021-10-06 21:34:30 main:581] : INFO : Epoch 1727 | loss: 0.0311279 | val_loss: 0.0311528 | Time: 1457.05 ms
[2021-10-06 21:34:31 main:581] : INFO : Epoch 1728 | loss: 0.0311295 | val_loss: 0.0311513 | Time: 1457.04 ms
[2021-10-06 21:34:33 main:581] : INFO : Epoch 1729 | loss: 0.0311257 | val_loss: 0.0311483 | Time: 1455.02 ms
[2021-10-06 21:34:34 main:581] : INFO : Epoch 1730 | loss: 0.031125 | val_loss: 0.0311484 | Time: 1465.35 ms
[2021-10-06 21:34:35 main:581] : INFO : Epoch 1731 | loss: 0.0311276 | val_loss: 0.0311506 | Time: 1442.63 ms
[2021-10-06 21:34:37 main:581] : INFO : Epoch 1732 | loss: 0.0311284 | val_loss: 0.0311513 | Time: 1440.46 ms
[2021-10-06 21:34:38 main:581] : INFO : Epoch 1733 | loss: 0.0311301 | val_loss: 0.0311542 | Time: 1440.67 ms
[2021-10-06 21:34:40 main:581] : INFO : Epoch 1734 | loss: 0.0311292 | val_loss: 0.0311593 | Time: 1462.09 ms
[2021-10-06 21:34:41 main:581] : INFO : Epoch 1735 | loss: 0.03113 | val_loss: 0.0311546 | Time: 1450.07 ms
[2021-10-06 21:34:43 main:581] : INFO : Epoch 1736 | loss: 0.0311274 | val_loss: 0.0311511 | Time: 1405.16 ms
[2021-10-06 21:34:44 main:581] : INFO : Epoch 1737 | loss: 0.0311231 | val_loss: 0.0311506 | Time: 1400.89 ms
[2021-10-06 21:34:46 main:581] : INFO : Epoch 1738 | loss: 0.0311267 | val_loss: 0.0311511 | Time: 1469.54 ms
[2021-10-06 21:34:47 main:581] : INFO : Epoch 1739 | loss: 0.031128 | val_loss: 0.0311483 | Time: 1442.09 ms
[2021-10-06 21:34:48 main:581] : INFO : Epoch 1740 | loss: 0.0311279 | val_loss: 0.0311479 | Time: 1457.66 ms
[2021-10-06 21:34:50 main:581] : INFO : Epoch 1741 | loss: 0.0311264 | val_loss: 0.0311491 | Time: 1473.37 ms
[2021-10-06 21:34:51 main:581] : INFO : Epoch 1742 | loss: 0.0311247 | val_loss: 0.031149 | Time: 1458.96 ms
[2021-10-06 21:34:53 main:581] : INFO : Epoch 1743 | loss: 0.0311236 | val_loss: 0.0311498 | Time: 1450.75 ms
[2021-10-06 21:34:54 main:581] : INFO : Epoch 1744 | loss: 0.0311238 | val_loss: 0.0311476 | Time: 1454.97 ms
[2021-10-06 21:34:56 main:581] : INFO : Epoch 1745 | loss: 0.0311231 | val_loss: 0.0311467 | Time: 1455.01 ms
[2021-10-06 21:34:57 main:581] : INFO : Epoch 1746 | loss: 0.0311215 | val_loss: 0.0311441 | Time: 1468.31 ms
[2021-10-06 21:34:59 main:581] : INFO : Epoch 1747 | loss: 0.0311221 | val_loss: 0.0311461 | Time: 1496.17 ms
[2021-10-06 21:35:00 main:581] : INFO : Epoch 1748 | loss: 0.0311211 | val_loss: 0.0311474 | Time: 1465.2 ms
[2021-10-06 21:35:02 main:581] : INFO : Epoch 1749 | loss: 0.0311201 | val_loss: 0.0311486 | Time: 1477.07 ms
[2021-10-06 21:35:03 main:581] : INFO : Epoch 1750 | loss: 0.031121 | val_loss: 0.0311462 | Time: 1440.09 ms
[2021-10-06 21:35:05 main:581] : INFO : Epoch 1751 | loss: 0.0311228 | val_loss: 0.0311524 | Time: 1444.79 ms
[2021-10-06 21:35:06 main:581] : INFO : Epoch 1752 | loss: 0.0311227 | val_loss: 0.0311458 | Time: 1461.52 ms
[2021-10-06 21:35:07 main:581] : INFO : Epoch 1753 | loss: 0.0311229 | val_loss: 0.0311493 | Time: 1446.52 ms
[2021-10-06 21:35:09 main:581] : INFO : Epoch 1754 | loss: 0.0311229 | val_loss: 0.0311496 | Time: 1475.96 ms
[2021-10-06 21:35:10 main:581] : INFO : Epoch 1755 | loss: 0.031121 | val_loss: 0.0311488 | Time: 1466.88 ms
[2021-10-06 21:35:12 main:581] : INFO : Epoch 1756 | loss: 0.0311198 | val_loss: 0.0311478 | Time: 1463.54 ms
[2021-10-06 21:35:13 main:581] : INFO : Epoch 1757 | loss: 0.0311231 | val_loss: 0.0311468 | Time: 1447.66 ms
[2021-10-06 21:35:15 main:581] : INFO : Epoch 1758 | loss: 0.0311213 | val_loss: 0.031146 | Time: 1455.14 ms
[2021-10-06 21:35:16 main:581] : INFO : Epoch 1759 | loss: 0.0311216 | val_loss: 0.0311452 | Time: 1458.77 ms
[2021-10-06 21:35:18 main:581] : INFO : Epoch 1760 | loss: 0.0311206 | val_loss: 0.0311471 | Time: 1447.62 ms
[2021-10-06 21:35:19 main:581] : INFO : Epoch 1761 | loss: 0.0311202 | val_loss: 0.0311482 | Time: 1451.62 ms
[2021-10-06 21:35:21 main:581] : INFO : Epoch 1762 | loss: 0.0311221 | val_loss: 0.0311506 | Time: 1454.98 ms
[2021-10-06 21:35:22 main:581] : INFO : Epoch 1763 | loss: 0.0311241 | val_loss: 0.031149 | Time: 1433.68 ms
[2021-10-06 21:35:23 main:581] : INFO : Epoch 1764 | loss: 0.031124 | val_loss: 0.0311569 | Time: 1446.09 ms
[2021-10-06 21:35:25 main:581] : INFO : Epoch 1765 | loss: 0.0311222 | val_loss: 0.0311479 | Time: 1455.08 ms
[2021-10-06 21:35:26 main:581] : INFO : Epoch 1766 | loss: 0.0311229 | val_loss: 0.031157 | Time: 1494.09 ms
[2021-10-06 21:35:28 main:581] : INFO : Epoch 1767 | loss: 0.0311221 | val_loss: 0.0311455 | Time: 1502.7 ms
[2021-10-06 21:35:29 main:581] : INFO : Epoch 1768 | loss: 0.0311206 | val_loss: 0.031148 | Time: 1477.76 ms
[2021-10-06 21:35:31 main:581] : INFO : Epoch 1769 | loss: 0.0311229 | val_loss: 0.0311451 | Time: 1500.11 ms
[2021-10-06 21:35:32 main:581] : INFO : Epoch 1770 | loss: 0.031121 | val_loss: 0.0311499 | Time: 1474.03 ms
[2021-10-06 21:35:34 main:581] : INFO : Epoch 1771 | loss: 0.0311224 | val_loss: 0.0311491 | Time: 1476.34 ms
[2021-10-06 21:35:35 main:581] : INFO : Epoch 1772 | loss: 0.0311259 | val_loss: 0.0311473 | Time: 1493.88 ms
[2021-10-06 21:35:37 main:581] : INFO : Epoch 1773 | loss: 0.0311232 | val_loss: 0.0311526 | Time: 1488.86 ms
[2021-10-06 21:35:38 main:581] : INFO : Epoch 1774 | loss: 0.031122 | val_loss: 0.031149 | Time: 1509.99 ms
[2021-10-06 21:35:40 main:581] : INFO : Epoch 1775 | loss: 0.0311219 | val_loss: 0.0311482 | Time: 1479.28 ms
[2021-10-06 21:35:41 main:581] : INFO : Epoch 1776 | loss: 0.0311242 | val_loss: 0.0311467 | Time: 1500.45 ms
[2021-10-06 21:35:43 main:581] : INFO : Epoch 1777 | loss: 0.0311232 | val_loss: 0.0311484 | Time: 1475.59 ms
[2021-10-06 21:35:44 main:581] : INFO : Epoch 1778 | loss: 0.031122 | val_loss: 0.031148 | Time: 1463.96 ms
[2021-10-06 21:35:46 main:581] : INFO : Epoch 1779 | loss: 0.0311227 | val_loss: 0.0311479 | Time: 1446.59 ms
[2021-10-06 21:35:47 main:581] : INFO : Epoch 1780 | loss: 0.0311243 | val_loss: 0.0311473 | Time: 1465.33 ms
[2021-10-06 21:35:49 main:581] : INFO : Epoch 1781 | loss: 0.0311244 | val_loss: 0.0311452 | Time: 1463.48 ms
[2021-10-06 21:35:50 main:581] : INFO : Epoch 1782 | loss: 0.0311223 | val_loss: 0.0311509 | Time: 1446.15 ms
[2021-10-06 21:35:51 main:581] : INFO : Epoch 1783 | loss: 0.0311256 | val_loss: 0.0311454 | Time: 1445.67 ms
[2021-10-06 21:35:53 main:581] : INFO : Epoch 1784 | loss: 0.0311232 | val_loss: 0.0311471 | Time: 1454.66 ms
[2021-10-06 21:35:54 main:581] : INFO : Epoch 1785 | loss: 0.0311201 | val_loss: 0.0311462 | Time: 1462.33 ms
[2021-10-06 21:35:56 main:581] : INFO : Epoch 1786 | loss: 0.0311189 | val_loss: 0.0311486 | Time: 1472.93 ms
[2021-10-06 21:35:57 main:581] : INFO : Epoch 1787 | loss: 0.0311196 | val_loss: 0.0311522 | Time: 1467.57 ms
[2021-10-06 21:35:59 main:581] : INFO : Epoch 1788 | loss: 0.0311204 | val_loss: 0.031144 | Time: 1481.57 ms
[2021-10-06 21:36:00 main:581] : INFO : Epoch 1789 | loss: 0.03112 | val_loss: 0.0311458 | Time: 1479.35 ms
[2021-10-06 21:36:02 main:581] : INFO : Epoch 1790 | loss: 0.0311178 | val_loss: 0.0311438 | Time: 1474.41 ms
[2021-10-06 21:36:03 main:581] : INFO : Epoch 1791 | loss: 0.0311185 | val_loss: 0.0311471 | Time: 1466.54 ms
[2021-10-06 21:36:05 main:581] : INFO : Epoch 1792 | loss: 0.0311184 | val_loss: 0.0311524 | Time: 1469.98 ms
[2021-10-06 21:36:06 main:581] : INFO : Epoch 1793 | loss: 0.0311273 | val_loss: 0.0311465 | Time: 1450.84 ms
[2021-10-06 21:36:08 main:581] : INFO : Epoch 1794 | loss: 0.031128 | val_loss: 0.0311581 | Time: 1473.08 ms
[2021-10-06 21:36:09 main:581] : INFO : Epoch 1795 | loss: 0.0311274 | val_loss: 0.0311462 | Time: 1480.02 ms
[2021-10-06 21:36:11 main:581] : INFO : Epoch 1796 | loss: 0.031127 | val_loss: 0.0311423 | Time: 1439.43 ms
[2021-10-06 21:36:12 main:581] : INFO : Epoch 1797 | loss: 0.0311236 | val_loss: 0.0311412 | Time: 1459.72 ms
[2021-10-06 21:36:13 main:581] : INFO : Epoch 1798 | loss: 0.031122 | val_loss: 0.0311419 | Time: 1455.92 ms
[2021-10-06 21:36:15 main:581] : INFO : Epoch 1799 | loss: 0.0311214 | val_loss: 0.0311409 | Time: 1448.02 ms
[2021-10-06 21:36:16 main:581] : INFO : Epoch 1800 | loss: 0.0311202 | val_loss: 0.0311427 | Time: 1446.87 ms
[2021-10-06 21:36:18 main:581] : INFO : Epoch 1801 | loss: 0.0311216 | val_loss: 0.0311426 | Time: 1448.96 ms
[2021-10-06 21:36:19 main:581] : INFO : Epoch 1802 | loss: 0.0311196 | val_loss: 0.0311446 | Time: 1453.96 ms
[2021-10-06 21:36:21 main:581] : INFO : Epoch 1803 | loss: 0.0311203 | val_loss: 0.0311452 | Time: 1465.13 ms
[2021-10-06 21:36:22 main:581] : INFO : Epoch 1804 | loss: 0.0311212 | val_loss: 0.0311452 | Time: 1457.02 ms
[2021-10-06 21:36:24 main:581] : INFO : Epoch 1805 | loss: 0.031119 | val_loss: 0.0311418 | Time: 1478.62 ms
[2021-10-06 21:36:25 main:581] : INFO : Epoch 1806 | loss: 0.0311192 | val_loss: 0.0311433 | Time: 1446.39 ms
[2021-10-06 21:36:27 main:581] : INFO : Epoch 1807 | loss: 0.0311195 | val_loss: 0.0311483 | Time: 1446.68 ms
[2021-10-06 21:36:28 main:581] : INFO : Epoch 1808 | loss: 0.0311206 | val_loss: 0.0311448 | Time: 1464.07 ms
[2021-10-06 21:36:29 main:581] : INFO : Epoch 1809 | loss: 0.0311195 | val_loss: 0.0311546 | Time: 1442.85 ms
[2021-10-06 21:36:31 main:581] : INFO : Epoch 1810 | loss: 0.0311235 | val_loss: 0.0311439 | Time: 1463.87 ms
[2021-10-06 21:36:32 main:581] : INFO : Epoch 1811 | loss: 0.0311183 | val_loss: 0.0311426 | Time: 1453.69 ms
[2021-10-06 21:36:34 main:581] : INFO : Epoch 1812 | loss: 0.0311173 | val_loss: 0.0311414 | Time: 1448.84 ms
[2021-10-06 21:36:35 main:581] : INFO : Epoch 1813 | loss: 0.0311183 | val_loss: 0.0311437 | Time: 1502.25 ms
[2021-10-06 21:36:37 main:581] : INFO : Epoch 1814 | loss: 0.0311167 | val_loss: 0.0311464 | Time: 1458.71 ms
[2021-10-06 21:36:38 main:581] : INFO : Epoch 1815 | loss: 0.0311168 | val_loss: 0.0311489 | Time: 1500.8 ms
[2021-10-06 21:36:40 main:581] : INFO : Epoch 1816 | loss: 0.0311178 | val_loss: 0.031151 | Time: 1446.5 ms
[2021-10-06 21:36:41 main:581] : INFO : Epoch 1817 | loss: 0.0311172 | val_loss: 0.0311515 | Time: 1468.74 ms
[2021-10-06 21:36:43 main:581] : INFO : Epoch 1818 | loss: 0.0311191 | val_loss: 0.0311479 | Time: 1481.13 ms
[2021-10-06 21:36:44 main:581] : INFO : Epoch 1819 | loss: 0.0311172 | val_loss: 0.0311455 | Time: 1470.64 ms
[2021-10-06 21:36:46 main:581] : INFO : Epoch 1820 | loss: 0.0311169 | val_loss: 0.0311425 | Time: 1469.73 ms
[2021-10-06 21:36:47 main:581] : INFO : Epoch 1821 | loss: 0.0311161 | val_loss: 0.031144 | Time: 1466.22 ms
[2021-10-06 21:36:49 main:581] : INFO : Epoch 1822 | loss: 0.0311162 | val_loss: 0.0311468 | Time: 1472.96 ms
[2021-10-06 21:36:50 main:581] : INFO : Epoch 1823 | loss: 0.0311164 | val_loss: 0.0311437 | Time: 1463.7 ms
[2021-10-06 21:36:52 main:581] : INFO : Epoch 1824 | loss: 0.0311148 | val_loss: 0.0311454 | Time: 1463.34 ms
[2021-10-06 21:36:53 main:581] : INFO : Epoch 1825 | loss: 0.0311182 | val_loss: 0.0311469 | Time: 1458.74 ms
[2021-10-06 21:36:54 main:581] : INFO : Epoch 1826 | loss: 0.031116 | val_loss: 0.031143 | Time: 1462.2 ms
[2021-10-06 21:36:56 main:581] : INFO : Epoch 1827 | loss: 0.0311169 | val_loss: 0.0311408 | Time: 1460.45 ms
[2021-10-06 21:36:57 main:581] : INFO : Epoch 1828 | loss: 0.0311176 | val_loss: 0.0311428 | Time: 1461.07 ms
[2021-10-06 21:36:59 main:581] : INFO : Epoch 1829 | loss: 0.0311179 | val_loss: 0.0311407 | Time: 1491.99 ms
[2021-10-06 21:37:00 main:581] : INFO : Epoch 1830 | loss: 0.0311197 | val_loss: 0.0311449 | Time: 1508.93 ms
[2021-10-06 21:37:02 main:581] : INFO : Epoch 1831 | loss: 0.0311206 | val_loss: 0.0311484 | Time: 1439.11 ms
[2021-10-06 21:37:03 main:581] : INFO : Epoch 1832 | loss: 0.0311217 | val_loss: 0.0311447 | Time: 1465.14 ms
[2021-10-06 21:37:05 main:581] : INFO : Epoch 1833 | loss: 0.0311185 | val_loss: 0.0311472 | Time: 1447.89 ms
[2021-10-06 21:37:06 main:581] : INFO : Epoch 1834 | loss: 0.0311188 | val_loss: 0.0311447 | Time: 1433.75 ms
[2021-10-06 21:37:08 main:581] : INFO : Epoch 1835 | loss: 0.0311294 | val_loss: 0.0311445 | Time: 1435.95 ms
[2021-10-06 21:37:09 main:581] : INFO : Epoch 1836 | loss: 0.0311389 | val_loss: 0.0311515 | Time: 1435.38 ms
[2021-10-06 21:37:10 main:581] : INFO : Epoch 1837 | loss: 0.0311346 | val_loss: 0.0311483 | Time: 1446.84 ms
[2021-10-06 21:37:12 main:581] : INFO : Epoch 1838 | loss: 0.0311325 | val_loss: 0.0311452 | Time: 1462.82 ms
[2021-10-06 21:37:13 main:581] : INFO : Epoch 1839 | loss: 0.0311274 | val_loss: 0.0311416 | Time: 1458.39 ms
[2021-10-06 21:37:15 main:581] : INFO : Epoch 1840 | loss: 0.0311275 | val_loss: 0.0311485 | Time: 1483.58 ms
[2021-10-06 21:37:16 main:581] : INFO : Epoch 1841 | loss: 0.0311259 | val_loss: 0.031142 | Time: 1481.54 ms
[2021-10-06 21:37:18 main:581] : INFO : Epoch 1842 | loss: 0.0311256 | val_loss: 0.0311397 | Time: 1465.33 ms
[2021-10-06 21:37:19 main:581] : INFO : Epoch 1843 | loss: 0.0311225 | val_loss: 0.0311392 | Time: 1455.31 ms
[2021-10-06 21:37:21 main:581] : INFO : Epoch 1844 | loss: 0.0311212 | val_loss: 0.0311429 | Time: 1455.4 ms
[2021-10-06 21:37:22 main:581] : INFO : Epoch 1845 | loss: 0.0311222 | val_loss: 0.0311404 | Time: 1475.63 ms
[2021-10-06 21:37:24 main:581] : INFO : Epoch 1846 | loss: 0.0311192 | val_loss: 0.0311405 | Time: 1455.85 ms
[2021-10-06 21:37:25 main:581] : INFO : Epoch 1847 | loss: 0.0311204 | val_loss: 0.0311391 | Time: 1463.92 ms
[2021-10-06 21:37:27 main:581] : INFO : Epoch 1848 | loss: 0.0311184 | val_loss: 0.0311406 | Time: 1456.2 ms
[2021-10-06 21:37:28 main:581] : INFO : Epoch 1849 | loss: 0.0311174 | val_loss: 0.0311407 | Time: 1473.71 ms
[2021-10-06 21:37:29 main:581] : INFO : Epoch 1850 | loss: 0.0311178 | val_loss: 0.0311406 | Time: 1444.85 ms
[2021-10-06 21:37:31 main:581] : INFO : Epoch 1851 | loss: 0.0311197 | val_loss: 0.0311415 | Time: 1469.49 ms
[2021-10-06 21:37:32 main:581] : INFO : Epoch 1852 | loss: 0.0311166 | val_loss: 0.0311402 | Time: 1475.2 ms
[2021-10-06 21:37:34 main:581] : INFO : Epoch 1853 | loss: 0.0311165 | val_loss: 0.0311427 | Time: 1452.06 ms
[2021-10-06 21:37:35 main:581] : INFO : Epoch 1854 | loss: 0.0311166 | val_loss: 0.0311415 | Time: 1464.01 ms
[2021-10-06 21:37:37 main:581] : INFO : Epoch 1855 | loss: 0.031118 | val_loss: 0.0311402 | Time: 1488.14 ms
[2021-10-06 21:37:38 main:581] : INFO : Epoch 1856 | loss: 0.0311199 | val_loss: 0.0311429 | Time: 1456.18 ms
[2021-10-06 21:37:40 main:581] : INFO : Epoch 1857 | loss: 0.0311169 | val_loss: 0.0311439 | Time: 1475.79 ms
[2021-10-06 21:37:41 main:581] : INFO : Epoch 1858 | loss: 0.0311169 | val_loss: 0.0311444 | Time: 1450.22 ms
[2021-10-06 21:37:43 main:581] : INFO : Epoch 1859 | loss: 0.0311156 | val_loss: 0.0311462 | Time: 1472.97 ms
[2021-10-06 21:37:44 main:581] : INFO : Epoch 1860 | loss: 0.0311157 | val_loss: 0.0311411 | Time: 1464.54 ms
[2021-10-06 21:37:46 main:581] : INFO : Epoch 1861 | loss: 0.0311153 | val_loss: 0.0311423 | Time: 1441.16 ms
[2021-10-06 21:37:47 main:581] : INFO : Epoch 1862 | loss: 0.0311153 | val_loss: 0.0311419 | Time: 1452.65 ms
[2021-10-06 21:37:49 main:581] : INFO : Epoch 1863 | loss: 0.0311173 | val_loss: 0.0311494 | Time: 1462.88 ms
[2021-10-06 21:37:50 main:581] : INFO : Epoch 1864 | loss: 0.0311167 | val_loss: 0.0311433 | Time: 1463.02 ms
[2021-10-06 21:37:51 main:581] : INFO : Epoch 1865 | loss: 0.0311157 | val_loss: 0.0311466 | Time: 1444.56 ms
[2021-10-06 21:37:53 main:581] : INFO : Epoch 1866 | loss: 0.0311138 | val_loss: 0.031143 | Time: 1434.64 ms
[2021-10-06 21:37:54 main:581] : INFO : Epoch 1867 | loss: 0.0311123 | val_loss: 0.0311428 | Time: 1468.8 ms
[2021-10-06 21:37:56 main:581] : INFO : Epoch 1868 | loss: 0.0311125 | val_loss: 0.0311466 | Time: 1451.86 ms
[2021-10-06 21:37:57 main:581] : INFO : Epoch 1869 | loss: 0.0311152 | val_loss: 0.0311449 | Time: 1456.31 ms
[2021-10-06 21:37:59 main:581] : INFO : Epoch 1870 | loss: 0.0311148 | val_loss: 0.0311445 | Time: 1466.78 ms
[2021-10-06 21:38:00 main:581] : INFO : Epoch 1871 | loss: 0.0311155 | val_loss: 0.0311481 | Time: 1461.63 ms
[2021-10-06 21:38:02 main:581] : INFO : Epoch 1872 | loss: 0.0311155 | val_loss: 0.0311432 | Time: 1448.86 ms
[2021-10-06 21:38:03 main:581] : INFO : Epoch 1873 | loss: 0.0311136 | val_loss: 0.0311449 | Time: 1471.18 ms
[2021-10-06 21:38:05 main:581] : INFO : Epoch 1874 | loss: 0.0311127 | val_loss: 0.0311486 | Time: 1439.32 ms
[2021-10-06 21:38:06 main:581] : INFO : Epoch 1875 | loss: 0.0311144 | val_loss: 0.0311437 | Time: 1453.98 ms
[2021-10-06 21:38:07 main:581] : INFO : Epoch 1876 | loss: 0.0311127 | val_loss: 0.031148 | Time: 1476.89 ms
[2021-10-06 21:38:09 main:581] : INFO : Epoch 1877 | loss: 0.0311126 | val_loss: 0.031143 | Time: 1466.36 ms
[2021-10-06 21:38:10 main:581] : INFO : Epoch 1878 | loss: 0.0311134 | val_loss: 0.0311418 | Time: 1458.02 ms
[2021-10-06 21:38:12 main:581] : INFO : Epoch 1879 | loss: 0.0311109 | val_loss: 0.0311455 | Time: 1481.55 ms
[2021-10-06 21:38:13 main:581] : INFO : Epoch 1880 | loss: 0.0311148 | val_loss: 0.0311419 | Time: 1471.37 ms
[2021-10-06 21:38:15 main:581] : INFO : Epoch 1881 | loss: 0.0311143 | val_loss: 0.031142 | Time: 1479.58 ms
[2021-10-06 21:38:16 main:581] : INFO : Epoch 1882 | loss: 0.0311125 | val_loss: 0.0311423 | Time: 1456.49 ms
[2021-10-06 21:38:18 main:581] : INFO : Epoch 1883 | loss: 0.0311104 | val_loss: 0.0311424 | Time: 1450.81 ms
[2021-10-06 21:38:19 main:581] : INFO : Epoch 1884 | loss: 0.031112 | val_loss: 0.0311433 | Time: 1445.5 ms
[2021-10-06 21:38:21 main:581] : INFO : Epoch 1885 | loss: 0.031111 | val_loss: 0.0311444 | Time: 1452.19 ms
[2021-10-06 21:38:22 main:581] : INFO : Epoch 1886 | loss: 0.0311094 | val_loss: 0.0311427 | Time: 1449.58 ms
[2021-10-06 21:38:24 main:581] : INFO : Epoch 1887 | loss: 0.0311101 | val_loss: 0.0311417 | Time: 1457.47 ms
[2021-10-06 21:38:25 main:581] : INFO : Epoch 1888 | loss: 0.0311104 | val_loss: 0.0311441 | Time: 1468.63 ms
[2021-10-06 21:38:26 main:581] : INFO : Epoch 1889 | loss: 0.0311111 | val_loss: 0.0311414 | Time: 1460.84 ms
[2021-10-06 21:38:28 main:581] : INFO : Epoch 1890 | loss: 0.0311177 | val_loss: 0.0311477 | Time: 1448.66 ms
[2021-10-06 21:38:29 main:581] : INFO : Epoch 1891 | loss: 0.031116 | val_loss: 0.0311521 | Time: 1457.92 ms
[2021-10-06 21:38:31 main:581] : INFO : Epoch 1892 | loss: 0.0311117 | val_loss: 0.0311425 | Time: 1460.92 ms
[2021-10-06 21:38:32 main:581] : INFO : Epoch 1893 | loss: 0.031113 | val_loss: 0.0311435 | Time: 1469.05 ms
[2021-10-06 21:38:34 main:581] : INFO : Epoch 1894 | loss: 0.0311153 | val_loss: 0.0311483 | Time: 1462.22 ms
[2021-10-06 21:38:35 main:581] : INFO : Epoch 1895 | loss: 0.0311152 | val_loss: 0.0311414 | Time: 1447.82 ms
[2021-10-06 21:38:37 main:581] : INFO : Epoch 1896 | loss: 0.0311147 | val_loss: 0.0311436 | Time: 1466.4 ms
[2021-10-06 21:38:38 main:581] : INFO : Epoch 1897 | loss: 0.0311122 | val_loss: 0.0311467 | Time: 1455.2 ms
[2021-10-06 21:38:40 main:581] : INFO : Epoch 1898 | loss: 0.0311133 | val_loss: 0.0311447 | Time: 1458.03 ms
[2021-10-06 21:38:41 main:581] : INFO : Epoch 1899 | loss: 0.0311118 | val_loss: 0.0311511 | Time: 1461.64 ms
[2021-10-06 21:38:43 main:581] : INFO : Epoch 1900 | loss: 0.0311105 | val_loss: 0.0311443 | Time: 1467.73 ms
[2021-10-06 21:38:44 main:581] : INFO : Epoch 1901 | loss: 0.0311106 | val_loss: 0.0311417 | Time: 1466.87 ms
[2021-10-06 21:38:45 main:581] : INFO : Epoch 1902 | loss: 0.0311172 | val_loss: 0.0311433 | Time: 1454.8 ms
[2021-10-06 21:38:47 main:581] : INFO : Epoch 1903 | loss: 0.0311184 | val_loss: 0.0311443 | Time: 1483.92 ms
[2021-10-06 21:38:48 main:581] : INFO : Epoch 1904 | loss: 0.0311172 | val_loss: 0.0311421 | Time: 1431.84 ms
[2021-10-06 21:38:50 main:581] : INFO : Epoch 1905 | loss: 0.0311165 | val_loss: 0.0311404 | Time: 1431.18 ms
[2021-10-06 21:38:51 main:581] : INFO : Epoch 1906 | loss: 0.0311162 | val_loss: 0.0311428 | Time: 1452.44 ms
[2021-10-06 21:38:53 main:581] : INFO : Epoch 1907 | loss: 0.0311146 | val_loss: 0.0311419 | Time: 1460.32 ms
[2021-10-06 21:38:54 main:581] : INFO : Epoch 1908 | loss: 0.0311208 | val_loss: 0.0311413 | Time: 1472.56 ms
[2021-10-06 21:38:56 main:581] : INFO : Epoch 1909 | loss: 0.0311238 | val_loss: 0.0311379 | Time: 1468.09 ms
[2021-10-06 21:38:57 main:581] : INFO : Epoch 1910 | loss: 0.0311231 | val_loss: 0.0311469 | Time: 1451.19 ms
[2021-10-06 21:38:59 main:581] : INFO : Epoch 1911 | loss: 0.0311225 | val_loss: 0.031141 | Time: 1476.44 ms
[2021-10-06 21:39:00 main:581] : INFO : Epoch 1912 | loss: 0.031122 | val_loss: 0.031141 | Time: 1446.52 ms
[2021-10-06 21:39:01 main:581] : INFO : Epoch 1913 | loss: 0.031121 | val_loss: 0.0311387 | Time: 1460.79 ms
[2021-10-06 21:39:03 main:581] : INFO : Epoch 1914 | loss: 0.0311187 | val_loss: 0.0311401 | Time: 1455.26 ms
[2021-10-06 21:39:04 main:581] : INFO : Epoch 1915 | loss: 0.0311188 | val_loss: 0.031138 | Time: 1472.58 ms
[2021-10-06 21:39:06 main:581] : INFO : Epoch 1916 | loss: 0.0311186 | val_loss: 0.0311433 | Time: 1461.68 ms
[2021-10-06 21:39:07 main:581] : INFO : Epoch 1917 | loss: 0.0311214 | val_loss: 0.03114 | Time: 1477.98 ms
[2021-10-06 21:39:09 main:581] : INFO : Epoch 1918 | loss: 0.0311197 | val_loss: 0.0311417 | Time: 1476.98 ms
[2021-10-06 21:39:10 main:581] : INFO : Epoch 1919 | loss: 0.0311182 | val_loss: 0.03114 | Time: 1463.85 ms
[2021-10-06 21:39:12 main:581] : INFO : Epoch 1920 | loss: 0.0311139 | val_loss: 0.0311383 | Time: 1455.62 ms
[2021-10-06 21:39:13 main:581] : INFO : Epoch 1921 | loss: 0.0311172 | val_loss: 0.0311364 | Time: 1452.29 ms
[2021-10-06 21:39:15 main:581] : INFO : Epoch 1922 | loss: 0.031114 | val_loss: 0.0311374 | Time: 1447.33 ms
[2021-10-06 21:39:16 main:581] : INFO : Epoch 1923 | loss: 0.0311151 | val_loss: 0.0311424 | Time: 1456.36 ms
[2021-10-06 21:39:18 main:581] : INFO : Epoch 1924 | loss: 0.0311164 | val_loss: 0.0311387 | Time: 1453.39 ms
[2021-10-06 21:39:19 main:581] : INFO : Epoch 1925 | loss: 0.0311167 | val_loss: 0.0311477 | Time: 1448.11 ms
[2021-10-06 21:39:20 main:581] : INFO : Epoch 1926 | loss: 0.0311223 | val_loss: 0.0311504 | Time: 1449.73 ms
[2021-10-06 21:39:22 main:581] : INFO : Epoch 1927 | loss: 0.0372177 | val_loss: 0.0439236 | Time: 1462.37 ms
[2021-10-06 21:39:23 main:581] : INFO : Epoch 1928 | loss: 0.0344472 | val_loss: 0.0316266 | Time: 1437.47 ms
[2021-10-06 21:39:25 main:581] : INFO : Epoch 1929 | loss: 0.031686 | val_loss: 0.0313324 | Time: 1459.93 ms
[2021-10-06 21:39:26 main:581] : INFO : Epoch 1930 | loss: 0.031285 | val_loss: 0.0312275 | Time: 1459.11 ms
[2021-10-06 21:39:28 main:581] : INFO : Epoch 1931 | loss: 0.0312036 | val_loss: 0.0311844 | Time: 1443.73 ms
[2021-10-06 21:39:29 main:581] : INFO : Epoch 1932 | loss: 0.0311741 | val_loss: 0.0311612 | Time: 1459.71 ms
[2021-10-06 21:39:31 main:581] : INFO : Epoch 1933 | loss: 0.0311588 | val_loss: 0.0311544 | Time: 1475.48 ms
[2021-10-06 21:39:32 main:581] : INFO : Epoch 1934 | loss: 0.0311523 | val_loss: 0.0311516 | Time: 1484.86 ms
[2021-10-06 21:39:34 main:581] : INFO : Epoch 1935 | loss: 0.0311442 | val_loss: 0.0311446 | Time: 1457.72 ms
[2021-10-06 21:39:35 main:581] : INFO : Epoch 1936 | loss: 0.0311353 | val_loss: 0.0311417 | Time: 1447.44 ms
[2021-10-06 21:39:36 main:581] : INFO : Epoch 1937 | loss: 0.0311321 | val_loss: 0.0311409 | Time: 1453.25 ms
[2021-10-06 21:39:38 main:581] : INFO : Epoch 1938 | loss: 0.0311292 | val_loss: 0.0311419 | Time: 1471.46 ms
[2021-10-06 21:39:39 main:581] : INFO : Epoch 1939 | loss: 0.0311277 | val_loss: 0.0311391 | Time: 1449.33 ms
[2021-10-06 21:39:41 main:581] : INFO : Epoch 1940 | loss: 0.0311259 | val_loss: 0.0311375 | Time: 1453.03 ms
[2021-10-06 21:39:42 main:581] : INFO : Epoch 1941 | loss: 0.0311239 | val_loss: 0.0311379 | Time: 1457.35 ms
[2021-10-06 21:39:44 main:581] : INFO : Epoch 1942 | loss: 0.0311222 | val_loss: 0.0311376 | Time: 1482.34 ms
[2021-10-06 21:39:45 main:581] : INFO : Epoch 1943 | loss: 0.0311212 | val_loss: 0.0311373 | Time: 1468.69 ms
[2021-10-06 21:39:47 main:581] : INFO : Epoch 1944 | loss: 0.0311185 | val_loss: 0.0311385 | Time: 1460.48 ms
[2021-10-06 21:39:48 main:581] : INFO : Epoch 1945 | loss: 0.0311166 | val_loss: 0.0311369 | Time: 1462.61 ms
[2021-10-06 21:39:50 main:581] : INFO : Epoch 1946 | loss: 0.0311152 | val_loss: 0.0311398 | Time: 1474.64 ms
[2021-10-06 21:39:51 main:581] : INFO : Epoch 1947 | loss: 0.0311151 | val_loss: 0.0311364 | Time: 1461.54 ms
[2021-10-06 21:39:53 main:581] : INFO : Epoch 1948 | loss: 0.0311142 | val_loss: 0.0311352 | Time: 1454.98 ms
[2021-10-06 21:39:54 main:581] : INFO : Epoch 1949 | loss: 0.0311131 | val_loss: 0.0311343 | Time: 1433.77 ms
[2021-10-06 21:39:55 main:581] : INFO : Epoch 1950 | loss: 0.0311122 | val_loss: 0.0311333 | Time: 1462.16 ms
[2021-10-06 21:39:57 main:581] : INFO : Epoch 1951 | loss: 0.0311115 | val_loss: 0.0311369 | Time: 1433.26 ms
[2021-10-06 21:39:58 main:581] : INFO : Epoch 1952 | loss: 0.0311117 | val_loss: 0.0311389 | Time: 1464.8 ms
[2021-10-06 21:40:00 main:581] : INFO : Epoch 1953 | loss: 0.0311113 | val_loss: 0.0311364 | Time: 1456.51 ms
[2021-10-06 21:40:01 main:581] : INFO : Epoch 1954 | loss: 0.0311107 | val_loss: 0.031137 | Time: 1453.58 ms
[2021-10-06 21:40:03 main:581] : INFO : Epoch 1955 | loss: 0.0311095 | val_loss: 0.0311362 | Time: 1476.57 ms
[2021-10-06 21:40:04 main:581] : INFO : Epoch 1956 | loss: 0.0311117 | val_loss: 0.031139 | Time: 1446.45 ms
[2021-10-06 21:40:06 main:581] : INFO : Epoch 1957 | loss: 0.0311121 | val_loss: 0.0311414 | Time: 1460.27 ms
[2021-10-06 21:40:07 main:581] : INFO : Epoch 1958 | loss: 0.0311127 | val_loss: 0.0311397 | Time: 1477.92 ms
[2021-10-06 21:40:09 main:581] : INFO : Epoch 1959 | loss: 0.0311105 | val_loss: 0.0311414 | Time: 1427.58 ms
[2021-10-06 21:40:10 main:581] : INFO : Epoch 1960 | loss: 0.0311151 | val_loss: 0.0311471 | Time: 1459.5 ms
[2021-10-06 21:40:12 main:581] : INFO : Epoch 1961 | loss: 0.031118 | val_loss: 0.0311373 | Time: 1450.09 ms
[2021-10-06 21:40:13 main:581] : INFO : Epoch 1962 | loss: 0.0311134 | val_loss: 0.031133 | Time: 1438.43 ms
[2021-10-06 21:40:14 main:581] : INFO : Epoch 1963 | loss: 0.031112 | val_loss: 0.031134 | Time: 1464.27 ms
[2021-10-06 21:40:16 main:581] : INFO : Epoch 1964 | loss: 0.0311114 | val_loss: 0.0311344 | Time: 1420.2 ms
[2021-10-06 21:40:17 main:581] : INFO : Epoch 1965 | loss: 0.0311117 | val_loss: 0.0311394 | Time: 1448.68 ms
[2021-10-06 21:40:19 main:581] : INFO : Epoch 1966 | loss: 0.0311134 | val_loss: 0.031141 | Time: 1455.88 ms
[2021-10-06 21:40:20 main:581] : INFO : Epoch 1967 | loss: 0.0311141 | val_loss: 0.0311398 | Time: 1464.89 ms
[2021-10-06 21:40:22 main:581] : INFO : Epoch 1968 | loss: 0.0311141 | val_loss: 0.031137 | Time: 1454.76 ms
[2021-10-06 21:40:23 main:581] : INFO : Epoch 1969 | loss: 0.0311111 | val_loss: 0.0311437 | Time: 1477.24 ms
[2021-10-06 21:40:25 main:581] : INFO : Epoch 1970 | loss: 0.0311105 | val_loss: 0.0311429 | Time: 1453 ms
[2021-10-06 21:40:26 main:581] : INFO : Epoch 1971 | loss: 0.0311098 | val_loss: 0.0311378 | Time: 1478.12 ms
[2021-10-06 21:40:28 main:581] : INFO : Epoch 1972 | loss: 0.0311093 | val_loss: 0.0311372 | Time: 1443.94 ms
[2021-10-06 21:40:29 main:581] : INFO : Epoch 1973 | loss: 0.0311093 | val_loss: 0.0311381 | Time: 1467.37 ms
[2021-10-06 21:40:30 main:581] : INFO : Epoch 1974 | loss: 0.0311086 | val_loss: 0.0311354 | Time: 1465.9 ms
[2021-10-06 21:40:32 main:581] : INFO : Epoch 1975 | loss: 0.031109 | val_loss: 0.0311334 | Time: 1458.63 ms
[2021-10-06 21:40:33 main:581] : INFO : Epoch 1976 | loss: 0.0311069 | val_loss: 0.031136 | Time: 1484.57 ms
[2021-10-06 21:40:35 main:581] : INFO : Epoch 1977 | loss: 0.0311082 | val_loss: 0.0311377 | Time: 1470.74 ms
[2021-10-06 21:40:36 main:581] : INFO : Epoch 1978 | loss: 0.0311067 | val_loss: 0.0311374 | Time: 1462.31 ms
[2021-10-06 21:40:38 main:581] : INFO : Epoch 1979 | loss: 0.0311074 | val_loss: 0.0311388 | Time: 1455.6 ms
[2021-10-06 21:40:39 main:581] : INFO : Epoch 1980 | loss: 0.0311057 | val_loss: 0.0311397 | Time: 1445.18 ms
[2021-10-06 21:40:41 main:581] : INFO : Epoch 1981 | loss: 0.0311051 | val_loss: 0.0311426 | Time: 1467.25 ms
[2021-10-06 21:40:42 main:581] : INFO : Epoch 1982 | loss: 0.0311043 | val_loss: 0.0311411 | Time: 1462.85 ms
[2021-10-06 21:40:44 main:581] : INFO : Epoch 1983 | loss: 0.0311045 | val_loss: 0.031139 | Time: 1445.97 ms
[2021-10-06 21:40:45 main:581] : INFO : Epoch 1984 | loss: 0.0311213 | val_loss: 0.0311371 | Time: 1473.17 ms
[2021-10-06 21:40:47 main:581] : INFO : Epoch 1985 | loss: 0.0311242 | val_loss: 0.0311399 | Time: 1450.8 ms
[2021-10-06 21:40:48 main:581] : INFO : Epoch 1986 | loss: 0.0311197 | val_loss: 0.031141 | Time: 1427.01 ms
[2021-10-06 21:40:49 main:581] : INFO : Epoch 1987 | loss: 0.0311185 | val_loss: 0.0311362 | Time: 1443.19 ms
[2021-10-06 21:40:51 main:581] : INFO : Epoch 1988 | loss: 0.0311164 | val_loss: 0.0311367 | Time: 1448.73 ms
[2021-10-06 21:40:52 main:581] : INFO : Epoch 1989 | loss: 0.0311145 | val_loss: 0.0311398 | Time: 1462.12 ms
[2021-10-06 21:40:54 main:581] : INFO : Epoch 1990 | loss: 0.0311177 | val_loss: 0.0311459 | Time: 1446.03 ms
[2021-10-06 21:40:55 main:581] : INFO : Epoch 1991 | loss: 0.0311194 | val_loss: 0.0311385 | Time: 1473.27 ms
[2021-10-06 21:40:57 main:581] : INFO : Epoch 1992 | loss: 0.0311157 | val_loss: 0.0311426 | Time: 1437.21 ms
[2021-10-06 21:40:58 main:581] : INFO : Epoch 1993 | loss: 0.0311149 | val_loss: 0.0311433 | Time: 1440.55 ms
[2021-10-06 21:41:00 main:581] : INFO : Epoch 1994 | loss: 0.0311137 | val_loss: 0.0311395 | Time: 1469.47 ms
[2021-10-06 21:41:01 main:581] : INFO : Epoch 1995 | loss: 0.031111 | val_loss: 0.0311382 | Time: 1443.21 ms
[2021-10-06 21:41:02 main:581] : INFO : Epoch 1996 | loss: 0.0311097 | val_loss: 0.0311397 | Time: 1464.12 ms
[2021-10-06 21:41:04 main:581] : INFO : Epoch 1997 | loss: 0.0311093 | val_loss: 0.031137 | Time: 1450.35 ms
[2021-10-06 21:41:05 main:581] : INFO : Epoch 1998 | loss: 0.0311103 | val_loss: 0.0311409 | Time: 1471.78 ms
[2021-10-06 21:41:07 main:581] : INFO : Epoch 1999 | loss: 0.0311093 | val_loss: 0.0311474 | Time: 1462.75 ms
[2021-10-06 21:41:08 main:581] : INFO : Epoch 2000 | loss: 0.0311108 | val_loss: 0.031146 | Time: 1478.89 ms
[2021-10-06 21:41:10 main:581] : INFO : Epoch 2001 | loss: 0.0311087 | val_loss: 0.0311415 | Time: 1485.57 ms
[2021-10-06 21:41:11 main:581] : INFO : Epoch 2002 | loss: 0.0311099 | val_loss: 0.0311404 | Time: 1457.36 ms
[2021-10-06 21:41:13 main:581] : INFO : Epoch 2003 | loss: 0.0311115 | val_loss: 0.0311405 | Time: 1475.45 ms
[2021-10-06 21:41:14 main:581] : INFO : Epoch 2004 | loss: 0.0311105 | val_loss: 0.0311379 | Time: 1452.12 ms
[2021-10-06 21:41:16 main:581] : INFO : Epoch 2005 | loss: 0.0311097 | val_loss: 0.0311401 | Time: 1427.98 ms
[2021-10-06 21:41:17 main:581] : INFO : Epoch 2006 | loss: 0.0311093 | val_loss: 0.0311374 | Time: 1477.12 ms
[2021-10-06 21:41:19 main:581] : INFO : Epoch 2007 | loss: 0.0311101 | val_loss: 0.0311405 | Time: 1452.95 ms
[2021-10-06 21:41:20 main:581] : INFO : Epoch 2008 | loss: 0.0311089 | val_loss: 0.0311385 | Time: 1451.49 ms
[2021-10-06 21:41:21 main:581] : INFO : Epoch 2009 | loss: 0.0311089 | val_loss: 0.0311423 | Time: 1454.78 ms
[2021-10-06 21:41:23 main:581] : INFO : Epoch 2010 | loss: 0.0311094 | val_loss: 0.031142 | Time: 1444.55 ms
[2021-10-06 21:41:24 main:581] : INFO : Epoch 2011 | loss: 0.0311107 | val_loss: 0.0311446 | Time: 1458.01 ms
[2021-10-06 21:41:26 main:581] : INFO : Epoch 2012 | loss: 0.0311096 | val_loss: 0.0311434 | Time: 1438.42 ms
[2021-10-06 21:41:27 main:581] : INFO : Epoch 2013 | loss: 0.0311081 | val_loss: 0.0311394 | Time: 1449.23 ms
[2021-10-06 21:41:29 main:581] : INFO : Epoch 2014 | loss: 0.0311076 | val_loss: 0.0311439 | Time: 1449.58 ms
[2021-10-06 21:41:30 main:581] : INFO : Epoch 2015 | loss: 0.0311067 | val_loss: 0.0311442 | Time: 1455.13 ms
[2021-10-06 21:41:32 main:581] : INFO : Epoch 2016 | loss: 0.0311077 | val_loss: 0.0311392 | Time: 1450.09 ms
[2021-10-06 21:41:33 main:581] : INFO : Epoch 2017 | loss: 0.0311078 | val_loss: 0.0311458 | Time: 1447.01 ms
[2021-10-06 21:41:35 main:581] : INFO : Epoch 2018 | loss: 0.0311091 | val_loss: 0.031143 | Time: 1478.76 ms
[2021-10-06 21:41:36 main:581] : INFO : Epoch 2019 | loss: 0.0311077 | val_loss: 0.0311385 | Time: 1438.46 ms
[2021-10-06 21:41:37 main:581] : INFO : Epoch 2020 | loss: 0.0311091 | val_loss: 0.0311397 | Time: 1457.54 ms
[2021-10-06 21:41:39 main:581] : INFO : Epoch 2021 | loss: 0.031107 | val_loss: 0.0311367 | Time: 1472.03 ms
[2021-10-06 21:41:40 main:581] : INFO : Epoch 2022 | loss: 0.0311077 | val_loss: 0.0311405 | Time: 1453.12 ms
[2021-10-06 21:41:42 main:581] : INFO : Epoch 2023 | loss: 0.0311064 | val_loss: 0.0311362 | Time: 1444.86 ms
[2021-10-06 21:41:43 main:581] : INFO : Epoch 2024 | loss: 0.0311099 | val_loss: 0.0311399 | Time: 1455.89 ms
[2021-10-06 21:41:45 main:581] : INFO : Epoch 2025 | loss: 0.0311096 | val_loss: 0.031139 | Time: 1456.14 ms
[2021-10-06 21:41:46 main:581] : INFO : Epoch 2026 | loss: 0.0311102 | val_loss: 0.0311368 | Time: 1449.36 ms
[2021-10-06 21:41:48 main:581] : INFO : Epoch 2027 | loss: 0.0311102 | val_loss: 0.0311362 | Time: 1492.51 ms
[2021-10-06 21:41:49 main:581] : INFO : Epoch 2028 | loss: 0.03111 | val_loss: 0.0311403 | Time: 1430.58 ms
[2021-10-06 21:41:51 main:581] : INFO : Epoch 2029 | loss: 0.0311113 | val_loss: 0.0311349 | Time: 1472.92 ms
[2021-10-06 21:41:52 main:581] : INFO : Epoch 2030 | loss: 0.0311086 | val_loss: 0.0311372 | Time: 1477.98 ms
[2021-10-06 21:41:53 main:581] : INFO : Epoch 2031 | loss: 0.0311079 | val_loss: 0.0311347 | Time: 1432.38 ms
[2021-10-06 21:41:55 main:581] : INFO : Epoch 2032 | loss: 0.0311088 | val_loss: 0.0311363 | Time: 1460.76 ms
[2021-10-06 21:41:56 main:581] : INFO : Epoch 2033 | loss: 0.0311134 | val_loss: 0.0311394 | Time: 1471.3 ms
[2021-10-06 21:41:58 main:581] : INFO : Epoch 2034 | loss: 0.031118 | val_loss: 0.0311371 | Time: 1443.08 ms
[2021-10-06 21:41:59 main:581] : INFO : Epoch 2035 | loss: 0.0311135 | val_loss: 0.0311364 | Time: 1436.86 ms
[2021-10-06 21:42:01 main:581] : INFO : Epoch 2036 | loss: 0.0311133 | val_loss: 0.0311353 | Time: 1445.61 ms
[2021-10-06 21:42:02 main:581] : INFO : Epoch 2037 | loss: 0.0311119 | val_loss: 0.0311338 | Time: 1447.86 ms
[2021-10-06 21:42:04 main:581] : INFO : Epoch 2038 | loss: 0.0311095 | val_loss: 0.0311332 | Time: 1439.7 ms
[2021-10-06 21:42:05 main:581] : INFO : Epoch 2039 | loss: 0.0311095 | val_loss: 0.0311299 | Time: 1463.54 ms
[2021-10-06 21:42:07 main:581] : INFO : Epoch 2040 | loss: 0.031109 | val_loss: 0.0311277 | Time: 1473.73 ms
[2021-10-06 21:42:08 main:581] : INFO : Epoch 2041 | loss: 0.0311085 | val_loss: 0.0311314 | Time: 1463.99 ms
[2021-10-06 21:42:09 main:581] : INFO : Epoch 2042 | loss: 0.0311075 | val_loss: 0.0311333 | Time: 1453.15 ms
[2021-10-06 21:42:11 main:581] : INFO : Epoch 2043 | loss: 0.0311071 | val_loss: 0.0311386 | Time: 1467.68 ms
[2021-10-06 21:42:12 main:581] : INFO : Epoch 2044 | loss: 0.0311073 | val_loss: 0.0311323 | Time: 1517.97 ms
[2021-10-06 21:42:14 main:581] : INFO : Epoch 2045 | loss: 0.0311075 | val_loss: 0.0311353 | Time: 1480.08 ms
[2021-10-06 21:42:15 main:581] : INFO : Epoch 2046 | loss: 0.0311135 | val_loss: 0.0311363 | Time: 1453.97 ms
[2021-10-06 21:42:17 main:581] : INFO : Epoch 2047 | loss: 0.0311133 | val_loss: 0.0311384 | Time: 1455.61 ms
[2021-10-06 21:42:18 main:581] : INFO : Epoch 2048 | loss: 0.0311119 | val_loss: 0.0311362 | Time: 1465.97 ms
[2021-10-06 21:42:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311362
[2021-10-06 21:42:18 main:610] : INFO : Saving end state to config to file
[2021-10-06 21:42:18 main:615] : INFO : Success, exiting..
21:42:18 (1171167): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)