Task 7620057
| Name | ParityModified-1631729008-1084-2_0 |
| Workunit | 5273949 |
| Created | 27 Sep 2021, 3:19:53 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 5:37:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 54 min 28 sec |
| CPU time | 54 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 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 | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 07:13:09 main:581] : INFO : Epoch 1538 | loss: 0.0311255 | val_loss: 0.0311535 | Time: 1598.04 ms [2021-10-04 07:13:10 main:581] : INFO : Epoch 1539 | loss: 0.031126 | val_loss: 0.0311547 | Time: 1627.68 ms [2021-10-04 07:13:12 main:581] : INFO : Epoch 1540 | loss: 0.0311276 | val_loss: 0.031156 | Time: 1536.78 ms [2021-10-04 07:13:13 main:581] : INFO : Epoch 1541 | loss: 0.0311287 | val_loss: 0.0311542 | Time: 1496.47 ms [2021-10-04 07:13:15 main:581] : INFO : Epoch 1542 | loss: 0.0311275 | val_loss: 0.0311561 | Time: 1631.09 ms [2021-10-04 07:13:17 main:581] : INFO : Epoch 1543 | loss: 0.0311282 | val_loss: 0.031153 | Time: 1532.2 ms [2021-10-04 07:13:18 main:581] : INFO : Epoch 1544 | loss: 0.0311284 | val_loss: 0.0311532 | Time: 1508.3 ms [2021-10-04 07:13:20 main:581] : INFO : Epoch 1545 | loss: 0.0311276 | val_loss: 0.0311532 | Time: 1474.8 ms [2021-10-04 07:13:21 main:581] : INFO : Epoch 1546 | loss: 0.0311291 | val_loss: 0.0311618 | Time: 1541.53 ms [2021-10-04 07:13:23 main:581] : INFO : Epoch 1547 | loss: 0.0311269 | val_loss: 0.0311577 | Time: 1591.31 ms [2021-10-04 07:13:25 main:581] : INFO : Epoch 1548 | loss: 0.031127 | val_loss: 0.0311565 | Time: 1781.1 ms [2021-10-04 07:13:26 main:581] : INFO : Epoch 1549 | loss: 0.0311251 | val_loss: 0.0311576 | Time: 1655.81 ms [2021-10-04 07:13:28 main:581] : INFO : Epoch 1550 | loss: 0.0311258 | val_loss: 0.0311539 | Time: 1741.07 ms [2021-10-04 07:13:30 main:581] : INFO : Epoch 1551 | loss: 0.0311267 | val_loss: 0.0311568 | Time: 1662.18 ms [2021-10-04 07:13:31 main:581] : INFO : Epoch 1552 | loss: 0.0311274 | val_loss: 0.0311619 | Time: 1612.46 ms [2021-10-04 07:13:33 main:581] : INFO : Epoch 1553 | loss: 0.0311277 | val_loss: 0.031157 | Time: 1606.89 ms [2021-10-04 07:13:34 main:581] : INFO : Epoch 1554 | loss: 0.0311234 | val_loss: 0.0311542 | Time: 1643.19 ms [2021-10-04 07:13:36 main:581] : INFO : Epoch 1555 | loss: 0.0311243 | val_loss: 0.0311537 | Time: 1769.57 ms [2021-10-04 07:13:38 main:581] : INFO : Epoch 1556 | loss: 0.0311252 | val_loss: 0.0311571 | Time: 1594.58 ms [2021-10-04 07:13:39 main:581] : INFO : Epoch 1557 | loss: 0.0311231 | val_loss: 0.0311587 | Time: 1578.88 ms [2021-10-04 07:13:41 main:581] : INFO : Epoch 1558 | loss: 0.0311238 | val_loss: 0.0311577 | Time: 1688.19 ms [2021-10-04 07:13:43 main:581] : INFO : Epoch 1559 | loss: 0.031122 | val_loss: 0.0311566 | Time: 1608.5 ms [2021-10-04 07:13:44 main:581] : INFO : Epoch 1560 | loss: 0.0311226 | val_loss: 0.0311574 | Time: 1601.25 ms [2021-10-04 07:13:46 main:581] : INFO : Epoch 1561 | loss: 0.0311221 | val_loss: 0.0311594 | Time: 1579.35 ms [2021-10-04 07:13:47 main:581] : INFO : Epoch 1562 | loss: 0.031122 | val_loss: 0.0311582 | Time: 1605.12 ms [2021-10-04 07:13:49 main:581] : INFO : Epoch 1563 | loss: 0.0311218 | val_loss: 0.0311591 | Time: 1571.63 ms [2021-10-04 07:13:51 main:581] : INFO : Epoch 1564 | loss: 0.0311227 | val_loss: 0.0311575 | Time: 1680.51 ms [2021-10-04 07:13:52 main:581] : INFO : Epoch 1565 | loss: 0.0311214 | val_loss: 0.03116 | Time: 1533.92 ms [2021-10-04 07:13:54 main:581] : INFO : Epoch 1566 | loss: 0.0311206 | val_loss: 0.0311588 | Time: 1635.59 ms [2021-10-04 07:13:56 main:581] : INFO : Epoch 1567 | loss: 0.0311194 | val_loss: 0.0311582 | Time: 1662.38 ms [2021-10-04 07:13:57 main:581] : INFO : Epoch 1568 | loss: 0.0311213 | val_loss: 0.0311613 | Time: 1618.25 ms [2021-10-04 07:13:59 main:581] : INFO : Epoch 1569 | loss: 0.0311228 | val_loss: 0.0311611 | Time: 1497.41 ms [2021-10-04 07:14:00 main:581] : INFO : Epoch 1570 | loss: 0.0311225 | val_loss: 0.0311595 | Time: 1600.13 ms [2021-10-04 07:14:02 main:581] : INFO : Epoch 1571 | loss: 0.0311261 | val_loss: 0.0311602 | Time: 1556.11 ms [2021-10-04 07:14:03 main:581] : INFO : Epoch 1572 | loss: 0.031129 | val_loss: 0.0311608 | Time: 1505.73 ms [2021-10-04 07:14:05 main:581] : INFO : Epoch 1573 | loss: 0.0311268 | val_loss: 0.0311604 | Time: 1511.69 ms [2021-10-04 07:14:06 main:581] : INFO : Epoch 1574 | loss: 0.0311235 | val_loss: 0.0311579 | Time: 1521.78 ms [2021-10-04 07:14:08 main:581] : INFO : Epoch 1575 | loss: 0.0311235 | val_loss: 0.0311568 | Time: 1557.42 ms [2021-10-04 07:14:10 main:581] : INFO : Epoch 1576 | loss: 0.0311212 | val_loss: 0.0311554 | Time: 1582.85 ms [2021-10-04 07:14:11 main:581] : INFO : Epoch 1577 | loss: 0.0311223 | val_loss: 0.0311593 | Time: 1663.05 ms [2021-10-04 07:14:13 main:581] : INFO : Epoch 1578 | loss: 0.0311228 | val_loss: 0.0311584 | Time: 1514.8 ms [2021-10-04 07:14:14 main:581] : INFO : Epoch 1579 | loss: 0.031124 | val_loss: 0.0311621 | Time: 1611.18 ms [2021-10-04 07:14:16 main:581] : INFO : Epoch 1580 | loss: 0.0311216 | val_loss: 0.0311587 | Time: 1488.35 ms [2021-10-04 07:14:17 main:581] : INFO : Epoch 1581 | loss: 0.0311197 | val_loss: 0.0311573 | Time: 1487.74 ms [2021-10-04 07:14:19 main:581] : INFO : Epoch 1582 | loss: 0.0311226 | val_loss: 0.0311639 | Time: 1471.12 ms [2021-10-04 07:14:20 main:581] : INFO : Epoch 1583 | loss: 0.0311222 | val_loss: 0.0311566 | Time: 1540.65 ms [2021-10-04 07:14:22 main:581] : INFO : Epoch 1584 | loss: 0.0311214 | val_loss: 0.0311603 | Time: 1549.88 ms [2021-10-04 07:14:23 main:581] : INFO : Epoch 1585 | loss: 0.0311218 | val_loss: 0.0311679 | Time: 1625.83 ms [2021-10-04 07:14:25 main:581] : INFO : Epoch 1586 | loss: 0.0311246 | val_loss: 0.0311648 | Time: 1648.55 ms [2021-10-04 07:14:27 main:581] : INFO : Epoch 1587 | loss: 0.0311243 | val_loss: 0.0311682 | Time: 1619.09 ms [2021-10-04 07:14:28 main:581] : INFO : Epoch 1588 | loss: 0.031122 | val_loss: 0.0311574 | Time: 1488.62 ms [2021-10-04 07:14:30 main:581] : INFO : Epoch 1589 | loss: 0.0311209 | val_loss: 0.0311604 | Time: 1622.53 ms [2021-10-04 07:14:31 main:581] : INFO : Epoch 1590 | loss: 0.0311256 | val_loss: 0.0311693 | Time: 1467.57 ms [2021-10-04 07:14:33 main:581] : INFO : Epoch 1591 | loss: 0.0311248 | val_loss: 0.031163 | Time: 1522.76 ms [2021-10-04 07:14:34 main:581] : INFO : Epoch 1592 | loss: 0.0311225 | val_loss: 0.03116 | Time: 1516.63 ms [2021-10-04 07:14:36 main:581] : INFO : Epoch 1593 | loss: 0.0311246 | val_loss: 0.0311661 | Time: 1527.13 ms [2021-10-04 07:14:37 main:581] : INFO : Epoch 1594 | loss: 0.0311254 | val_loss: 0.0311611 | Time: 1546.07 ms [2021-10-04 07:14:39 main:581] : INFO : Epoch 1595 | loss: 0.031122 | val_loss: 0.0311633 | Time: 1644.23 ms [2021-10-04 07:14:41 main:581] : INFO : Epoch 1596 | loss: 0.031123 | val_loss: 0.0311628 | Time: 1666.52 ms [2021-10-04 07:14:42 main:581] : INFO : Epoch 1597 | loss: 0.0311233 | val_loss: 0.031158 | Time: 1603.17 ms [2021-10-04 07:14:44 main:581] : INFO : Epoch 1598 | loss: 0.0311223 | val_loss: 0.0311559 | Time: 1540.22 ms [2021-10-04 07:14:45 main:581] : INFO : Epoch 1599 | loss: 0.0311229 | val_loss: 0.0311619 | Time: 1588.2 ms [2021-10-04 07:14:47 main:581] : INFO : Epoch 1600 | loss: 0.0311244 | val_loss: 0.0311549 | Time: 1680.86 ms [2021-10-04 07:14:49 main:581] : INFO : Epoch 1601 | loss: 0.0311203 | val_loss: 0.031157 | Time: 1562.05 ms [2021-10-04 07:14:50 main:581] : INFO : Epoch 1602 | loss: 0.0311199 | val_loss: 0.0311539 | Time: 1582.78 ms [2021-10-04 07:14:52 main:581] : INFO : Epoch 1603 | loss: 0.0311212 | val_loss: 0.0311535 | Time: 1436.81 ms [2021-10-04 07:14:53 main:581] : INFO : Epoch 1604 | loss: 0.0311197 | val_loss: 0.0311578 | Time: 1425.74 ms [2021-10-04 07:14:55 main:581] : INFO : Epoch 1605 | loss: 0.0311197 | val_loss: 0.0311541 | Time: 1524.2 ms [2021-10-04 07:14:56 main:581] : INFO : Epoch 1606 | loss: 0.031121 | val_loss: 0.0311554 | Time: 1579.32 ms [2021-10-04 07:14:58 main:581] : INFO : Epoch 1607 | loss: 0.0311215 | val_loss: 0.0311545 | Time: 1606.22 ms [2021-10-04 07:14:59 main:581] : INFO : Epoch 1608 | loss: 0.0311206 | val_loss: 0.0311574 | Time: 1431.15 ms [2021-10-04 07:15:01 main:581] : INFO : Epoch 1609 | loss: 0.0311198 | val_loss: 0.0311539 | Time: 1501.24 ms [2021-10-04 07:15:02 main:581] : INFO : Epoch 1610 | loss: 0.0311223 | val_loss: 0.031155 | Time: 1579.85 ms [2021-10-04 07:15:04 main:581] : INFO : Epoch 1611 | loss: 0.0311242 | val_loss: 0.0311563 | Time: 1508.19 ms [2021-10-04 07:15:06 main:581] : INFO : Epoch 1612 | loss: 0.0311227 | val_loss: 0.0311543 | Time: 1655.57 ms [2021-10-04 07:15:07 main:581] : INFO : Epoch 1613 | loss: 0.0311212 | val_loss: 0.0311576 | Time: 1574.5 ms [2021-10-04 07:15:09 main:581] : INFO : Epoch 1614 | loss: 0.0311235 | val_loss: 0.0311534 | Time: 1669.06 ms [2021-10-04 07:15:10 main:581] : INFO : Epoch 1615 | loss: 0.0311251 | val_loss: 0.031167 | Time: 1674.53 ms [2021-10-04 07:15:12 main:581] : INFO : Epoch 1616 | loss: 0.0311323 | val_loss: 0.0311597 | Time: 1582.16 ms [2021-10-04 07:15:14 main:581] : INFO : Epoch 1617 | loss: 0.031136 | val_loss: 0.0311592 | Time: 1700.84 ms [2021-10-04 07:15:15 main:581] : INFO : Epoch 1618 | loss: 0.03114 | val_loss: 0.0311618 | Time: 1593.18 ms [2021-10-04 07:15:17 main:581] : INFO : Epoch 1619 | loss: 0.0311418 | val_loss: 0.0311587 | Time: 1559.29 ms [2021-10-04 07:15:19 main:581] : INFO : Epoch 1620 | loss: 0.0311475 | val_loss: 0.0311747 | Time: 1640.23 ms [2021-10-04 07:15:20 main:581] : INFO : Epoch 1621 | loss: 0.0311458 | val_loss: 0.0311619 | Time: 1703.99 ms [2021-10-04 07:15:22 main:581] : INFO : Epoch 1622 | loss: 0.0311412 | val_loss: 0.0311576 | Time: 1496.9 ms [2021-10-04 07:15:23 main:581] : INFO : Epoch 1623 | loss: 0.0311362 | val_loss: 0.0311609 | Time: 1690.4 ms [2021-10-04 07:15:25 main:581] : INFO : Epoch 1624 | loss: 0.0311349 | val_loss: 0.0311582 | Time: 1608.57 ms [2021-10-04 07:15:27 main:581] : INFO : Epoch 1625 | loss: 0.0311346 | val_loss: 0.0311567 | Time: 1569.64 ms [2021-10-04 07:15:28 main:581] : INFO : Epoch 1626 | loss: 0.0311358 | val_loss: 0.0311558 | Time: 1659.91 ms [2021-10-04 07:15:30 main:581] : INFO : Epoch 1627 | loss: 0.0311336 | val_loss: 0.0311618 | Time: 1518.38 ms [2021-10-04 07:15:31 main:581] : INFO : Epoch 1628 | loss: 0.0311342 | val_loss: 0.0311586 | Time: 1624.91 ms [2021-10-04 07:15:33 main:581] : INFO : Epoch 1629 | loss: 0.0311354 | val_loss: 0.0311607 | Time: 1485.92 ms [2021-10-04 07:15:34 main:581] : INFO : Epoch 1630 | loss: 0.0311348 | val_loss: 0.0311616 | Time: 1553.94 ms [2021-10-04 07:15:36 main:581] : INFO : Epoch 1631 | loss: 0.031133 | val_loss: 0.0311557 | Time: 1681.47 ms [2021-10-04 07:15:38 main:581] : INFO : Epoch 1632 | loss: 0.0311363 | val_loss: 0.0311555 | Time: 1603.5 ms [2021-10-04 07:15:39 main:581] : INFO : Epoch 1633 | loss: 0.0311363 | val_loss: 0.0311559 | Time: 1684.2 ms [2021-10-04 07:15:41 main:581] : INFO : Epoch 1634 | loss: 0.031133 | val_loss: 0.0311558 | Time: 1571.54 ms [2021-10-04 07:15:43 main:581] : INFO : Epoch 1635 | loss: 0.0311342 | val_loss: 0.0311655 | Time: 1528.29 ms [2021-10-04 07:15:44 main:581] : INFO : Epoch 1636 | loss: 0.0311345 | val_loss: 0.0311621 | Time: 1537.68 ms [2021-10-04 07:15:46 main:581] : INFO : Epoch 1637 | loss: 0.0311351 | val_loss: 0.0311543 | Time: 1543.23 ms [2021-10-04 07:15:47 main:581] : INFO : Epoch 1638 | loss: 0.0311341 | val_loss: 0.0311555 | Time: 1510.33 ms [2021-10-04 07:15:49 main:581] : INFO : Epoch 1639 | loss: 0.0311324 | val_loss: 0.0311543 | Time: 1498.4 ms [2021-10-04 07:15:50 main:581] : INFO : Epoch 1640 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 1652.76 ms [2021-10-04 07:15:52 main:581] : INFO : Epoch 1641 | loss: 0.0311305 | val_loss: 0.0311507 | Time: 1722.04 ms [2021-10-04 07:15:54 main:581] : INFO : Epoch 1642 | loss: 0.0311295 | val_loss: 0.0311519 | Time: 1670.23 ms [2021-10-04 07:15:55 main:581] : INFO : Epoch 1643 | loss: 0.031129 | val_loss: 0.0311528 | Time: 1513.64 ms [2021-10-04 07:15:57 main:581] : INFO : Epoch 1644 | loss: 0.0311297 | val_loss: 0.0311543 | Time: 1588.78 ms [2021-10-04 07:15:58 main:581] : INFO : Epoch 1645 | loss: 0.0311291 | val_loss: 0.031155 | Time: 1593.94 ms [2021-10-04 07:16:00 main:581] : INFO : Epoch 1646 | loss: 0.0311324 | val_loss: 0.0311548 | Time: 1479.95 ms [2021-10-04 07:16:01 main:581] : INFO : Epoch 1647 | loss: 0.0311303 | val_loss: 0.0311525 | Time: 1427.2 ms [2021-10-04 07:16:03 main:581] : INFO : Epoch 1648 | loss: 0.0311304 | val_loss: 0.0311502 | Time: 1471.55 ms [2021-10-04 07:16:04 main:581] : INFO : Epoch 1649 | loss: 0.0311267 | val_loss: 0.0311497 | Time: 1595.24 ms [2021-10-04 07:16:06 main:581] : INFO : Epoch 1650 | loss: 0.0311262 | val_loss: 0.0311524 | Time: 1531.81 ms [2021-10-04 07:16:07 main:581] : INFO : Epoch 1651 | loss: 0.0311281 | val_loss: 0.0311523 | Time: 1586.66 ms [2021-10-04 07:16:09 main:581] : INFO : Epoch 1652 | loss: 0.0311279 | val_loss: 0.0311494 | Time: 1697.39 ms [2021-10-04 07:16:11 main:581] : INFO : Epoch 1653 | loss: 0.0311259 | val_loss: 0.0311506 | Time: 1499.3 ms [2021-10-04 07:16:12 main:581] : INFO : Epoch 1654 | loss: 0.0311264 | val_loss: 0.0311516 | Time: 1513.35 ms [2021-10-04 07:16:14 main:581] : INFO : Epoch 1655 | loss: 0.0311279 | val_loss: 0.0311502 | Time: 1603.37 ms [2021-10-04 07:16:15 main:581] : INFO : Epoch 1656 | loss: 0.0311277 | val_loss: 0.0311504 | Time: 1610.61 ms [2021-10-04 07:16:17 main:581] : INFO : Epoch 1657 | loss: 0.0311271 | val_loss: 0.0311519 | Time: 1530.94 ms [2021-10-04 07:16:18 main:581] : INFO : Epoch 1658 | loss: 0.031128 | val_loss: 0.0311565 | Time: 1442.46 ms [2021-10-04 07:16:20 main:581] : INFO : Epoch 1659 | loss: 0.031129 | val_loss: 0.0311588 | Time: 1551.01 ms [2021-10-04 07:16:22 main:581] : INFO : Epoch 1660 | loss: 0.03113 | val_loss: 0.0311528 | Time: 1703.58 ms [2021-10-04 07:16:23 main:581] : INFO : Epoch 1661 | loss: 0.0311286 | val_loss: 0.031161 | Time: 1695.73 ms [2021-10-04 07:16:25 main:581] : INFO : Epoch 1662 | loss: 0.0311289 | val_loss: 0.0311537 | Time: 1701.9 ms [2021-10-04 07:16:27 main:581] : INFO : Epoch 1663 | loss: 0.0311278 | val_loss: 0.0311539 | Time: 1490.78 ms [2021-10-04 07:16:28 main:581] : INFO : Epoch 1664 | loss: 0.0311272 | val_loss: 0.0311528 | Time: 1434.66 ms [2021-10-04 07:16:29 main:581] : INFO : Epoch 1665 | loss: 0.0311256 | val_loss: 0.0311546 | Time: 1472.39 ms [2021-10-04 07:16:31 main:581] : INFO : Epoch 1666 | loss: 0.0311258 | val_loss: 0.0311518 | Time: 1590.96 ms [2021-10-04 07:16:33 main:581] : INFO : Epoch 1667 | loss: 0.0311257 | val_loss: 0.0311541 | Time: 1497.91 ms [2021-10-04 07:16:34 main:581] : INFO : Epoch 1668 | loss: 0.0311262 | val_loss: 0.0311556 | Time: 1481.36 ms [2021-10-04 07:16:36 main:581] : INFO : Epoch 1669 | loss: 0.0311244 | val_loss: 0.0311527 | Time: 1525.95 ms [2021-10-04 07:16:37 main:581] : INFO : Epoch 1670 | loss: 0.0311246 | val_loss: 0.0311553 | Time: 1755.33 ms [2021-10-04 07:16:39 main:581] : INFO : Epoch 1671 | loss: 0.0311261 | val_loss: 0.0311563 | Time: 1621.32 ms [2021-10-04 07:16:40 main:581] : INFO : Epoch 1672 | loss: 0.0311245 | val_loss: 0.031152 | Time: 1541.74 ms [2021-10-04 07:16:42 main:581] : INFO : Epoch 1673 | loss: 0.0311253 | val_loss: 0.0311501 | Time: 1524.99 ms [2021-10-04 07:16:43 main:581] : INFO : Epoch 1674 | loss: 0.0311248 | val_loss: 0.0311551 | Time: 1522.25 ms [2021-10-04 07:16:45 main:581] : INFO : Epoch 1675 | loss: 0.0311266 | val_loss: 0.0311549 | Time: 1536.52 ms [2021-10-04 07:16:47 main:581] : INFO : Epoch 1676 | loss: 0.0311254 | val_loss: 0.0311549 | Time: 1517.41 ms [2021-10-04 07:16:48 main:581] : INFO : Epoch 1677 | loss: 0.0311241 | val_loss: 0.0311537 | Time: 1637.1 ms [2021-10-04 07:16:50 main:581] : INFO : Epoch 1678 | loss: 0.0311256 | val_loss: 0.0311549 | Time: 1591.38 ms [2021-10-04 07:16:51 main:581] : INFO : Epoch 1679 | loss: 0.031127 | val_loss: 0.031155 | Time: 1499.94 ms [2021-10-04 07:16:53 main:581] : INFO : Epoch 1680 | loss: 0.0311245 | val_loss: 0.0311539 | Time: 1575.42 ms [2021-10-04 07:16:55 main:581] : INFO : Epoch 1681 | loss: 0.0311242 | val_loss: 0.031153 | Time: 1687.08 ms [2021-10-04 07:16:56 main:581] : INFO : Epoch 1682 | loss: 0.0311262 | val_loss: 0.0311591 | Time: 1499.29 ms [2021-10-04 07:16:58 main:581] : INFO : Epoch 1683 | loss: 0.0311264 | val_loss: 0.0311566 | Time: 1471.64 ms [2021-10-04 07:16:59 main:581] : INFO : Epoch 1684 | loss: 0.0311244 | val_loss: 0.0311548 | Time: 1517.52 ms [2021-10-04 07:17:01 main:581] : INFO : Epoch 1685 | loss: 0.0311241 | val_loss: 0.0311541 | Time: 1479.22 ms [2021-10-04 07:17:02 main:581] : INFO : Epoch 1686 | loss: 0.0311252 | val_loss: 0.0311551 | Time: 1490.97 ms [2021-10-04 07:17:04 main:581] : INFO : Epoch 1687 | loss: 0.0311222 | val_loss: 0.0311556 | Time: 1523.58 ms [2021-10-04 07:17:05 main:581] : INFO : Epoch 1688 | loss: 0.031122 | val_loss: 0.0311556 | Time: 1636.53 ms [2021-10-04 07:17:07 main:581] : INFO : Epoch 1689 | loss: 0.0311217 | val_loss: 0.0311576 | Time: 1585.48 ms [2021-10-04 07:17:08 main:581] : INFO : Epoch 1690 | loss: 0.0311206 | val_loss: 0.0311572 | Time: 1651.24 ms [2021-10-04 07:17:10 main:581] : INFO : Epoch 1691 | loss: 0.0311202 | val_loss: 0.0311546 | Time: 1651.43 ms [2021-10-04 07:17:12 main:581] : INFO : Epoch 1692 | loss: 0.0311222 | val_loss: 0.031152 | Time: 1714.68 ms [2021-10-04 07:17:13 main:581] : INFO : Epoch 1693 | loss: 0.031123 | val_loss: 0.0311514 | Time: 1611.27 ms [2021-10-04 07:17:15 main:581] : INFO : Epoch 1694 | loss: 0.0311219 | val_loss: 0.0311578 | Time: 1487.43 ms [2021-10-04 07:17:16 main:581] : INFO : Epoch 1695 | loss: 0.0311223 | val_loss: 0.0311533 | Time: 1495.63 ms [2021-10-04 07:17:18 main:581] : INFO : Epoch 1696 | loss: 0.0311226 | val_loss: 0.0311522 | Time: 1496.18 ms [2021-10-04 07:17:19 main:581] : INFO : Epoch 1697 | loss: 0.031123 | val_loss: 0.0311569 | Time: 1479.12 ms [2021-10-04 07:17:21 main:581] : INFO : Epoch 1698 | loss: 0.0311264 | val_loss: 0.0311658 | Time: 1519.07 ms [2021-10-04 07:17:22 main:581] : INFO : Epoch 1699 | loss: 0.0311283 | val_loss: 0.0311596 | Time: 1604.45 ms [2021-10-04 07:17:24 main:581] : INFO : Epoch 1700 | loss: 0.0311339 | val_loss: 0.0311528 | Time: 1622.76 ms [2021-10-04 07:17:26 main:581] : INFO : Epoch 1701 | loss: 0.0311324 | val_loss: 0.0311589 | Time: 1574.49 ms [2021-10-04 07:17:27 main:581] : INFO : Epoch 1702 | loss: 0.0311352 | val_loss: 0.0311559 | Time: 1662.67 ms [2021-10-04 07:17:29 main:581] : INFO : Epoch 1703 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 1623.61 ms [2021-10-04 07:17:30 main:581] : INFO : Epoch 1704 | loss: 0.0311331 | val_loss: 0.031163 | Time: 1527.41 ms [2021-10-04 07:17:32 main:581] : INFO : Epoch 1705 | loss: 0.0311313 | val_loss: 0.0311658 | Time: 1532.4 ms [2021-10-04 07:17:34 main:581] : INFO : Epoch 1706 | loss: 0.0311314 | val_loss: 0.0311566 | Time: 1508.11 ms [2021-10-04 07:17:35 main:581] : INFO : Epoch 1707 | loss: 0.0311308 | val_loss: 0.0311599 | Time: 1513.23 ms [2021-10-04 07:17:37 main:581] : INFO : Epoch 1708 | loss: 0.031135 | val_loss: 0.0311628 | Time: 1521.1 ms [2021-10-04 07:17:38 main:581] : INFO : Epoch 1709 | loss: 0.0311359 | val_loss: 0.0311583 | Time: 1704.03 ms [2021-10-04 07:17:40 main:581] : INFO : Epoch 1710 | loss: 0.0311338 | val_loss: 0.0311565 | Time: 1587.03 ms [2021-10-04 07:17:42 main:581] : INFO : Epoch 1711 | loss: 0.0311308 | val_loss: 0.0311589 | Time: 1700.48 ms [2021-10-04 07:17:43 main:581] : INFO : Epoch 1712 | loss: 0.0311317 | val_loss: 0.0311548 | Time: 1431.28 ms [2021-10-04 07:17:45 main:581] : INFO : Epoch 1713 | loss: 0.0311311 | val_loss: 0.0311534 | Time: 1579.02 ms [2021-10-04 07:17:46 main:581] : INFO : Epoch 1714 | loss: 0.0311339 | val_loss: 0.0311534 | Time: 1676.7 ms [2021-10-04 07:17:48 main:581] : INFO : Epoch 1715 | loss: 0.0311298 | val_loss: 0.0311562 | Time: 1535.58 ms [2021-10-04 07:17:49 main:581] : INFO : Epoch 1716 | loss: 0.0311356 | val_loss: 0.0311636 | Time: 1460.94 ms [2021-10-04 07:17:51 main:581] : INFO : Epoch 1717 | loss: 0.0322351 | val_loss: 0.03747 | Time: 1505.52 ms [2021-10-04 07:17:52 main:581] : INFO : Epoch 1718 | loss: 0.0346628 | val_loss: 0.0321533 | Time: 1474.01 ms [2021-10-04 07:17:54 main:581] : INFO : Epoch 1719 | loss: 0.0316591 | val_loss: 0.0312743 | Time: 1548.09 ms [2021-10-04 07:17:55 main:581] : INFO : Epoch 1720 | loss: 0.0312563 | val_loss: 0.0312069 | Time: 1684.02 ms [2021-10-04 07:17:57 main:581] : INFO : Epoch 1721 | loss: 0.0311924 | val_loss: 0.0311798 | Time: 1643.49 ms [2021-10-04 07:17:59 main:581] : INFO : Epoch 1722 | loss: 0.0311737 | val_loss: 0.0311716 | Time: 1697.3 ms [2021-10-04 07:18:00 main:581] : INFO : Epoch 1723 | loss: 0.0311671 | val_loss: 0.0311682 | Time: 1402.98 ms [2021-10-04 07:18:02 main:581] : INFO : Epoch 1724 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 1540.17 ms [2021-10-04 07:18:03 main:581] : INFO : Epoch 1725 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 1597.62 ms [2021-10-04 07:18:05 main:581] : INFO : Epoch 1726 | loss: 0.031167 | val_loss: 0.0311689 | Time: 1591.58 ms [2021-10-04 07:18:06 main:581] : INFO : Epoch 1727 | loss: 0.0311633 | val_loss: 0.0311675 | Time: 1572.53 ms [2021-10-04 07:18:08 main:581] : INFO : Epoch 1728 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 1436.5 ms [2021-10-04 07:18:09 main:581] : INFO : Epoch 1729 | loss: 0.0311585 | val_loss: 0.0311652 | Time: 1545.97 ms [2021-10-04 07:18:11 main:581] : INFO : Epoch 1730 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 1663.62 ms [2021-10-04 07:18:13 main:581] : INFO : Epoch 1731 | loss: 0.0311561 | val_loss: 0.0311652 | Time: 1664.93 ms [2021-10-04 07:18:14 main:581] : INFO : Epoch 1732 | loss: 0.0311542 | val_loss: 0.0311657 | Time: 1596.02 ms [2021-10-04 07:18:16 main:581] : INFO : Epoch 1733 | loss: 0.0311545 | val_loss: 0.0311656 | Time: 1525.9 ms [2021-10-04 07:18:17 main:581] : INFO : Epoch 1734 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 1529.04 ms [2021-10-04 07:18:19 main:581] : INFO : Epoch 1735 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 1533.54 ms [2021-10-04 07:18:21 main:581] : INFO : Epoch 1736 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 1610.37 ms [2021-10-04 07:18:22 main:581] : INFO : Epoch 1737 | loss: 0.0311538 | val_loss: 0.0311649 | Time: 1658.18 ms [2021-10-04 07:18:24 main:581] : INFO : Epoch 1738 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 1566.58 ms [2021-10-04 07:18:25 main:581] : INFO : Epoch 1739 | loss: 0.0311531 | val_loss: 0.0311649 | Time: 1487.74 ms [2021-10-04 07:18:27 main:581] : INFO : Epoch 1740 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 1590.47 ms [2021-10-04 07:18:29 main:581] : INFO : Epoch 1741 | loss: 0.0311507 | val_loss: 0.0311636 | Time: 1655.67 ms [2021-10-04 07:18:30 main:581] : INFO : Epoch 1742 | loss: 0.03115 | val_loss: 0.0311642 | Time: 1530.22 ms [2021-10-04 07:18:32 main:581] : INFO : Epoch 1743 | loss: 0.0311502 | val_loss: 0.0311649 | Time: 1463.23 ms [2021-10-04 07:18:33 main:581] : INFO : Epoch 1744 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 1574.84 ms [2021-10-04 07:18:35 main:581] : INFO : Epoch 1745 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 1455.61 ms [2021-10-04 07:18:36 main:581] : INFO : Epoch 1746 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 1402.21 ms [2021-10-04 07:18:37 main:581] : INFO : Epoch 1747 | loss: 0.031148 | val_loss: 0.031164 | Time: 1507.85 ms [2021-10-04 07:18:39 main:581] : INFO : Epoch 1748 | loss: 0.0311486 | val_loss: 0.0311658 | Time: 1601.82 ms [2021-10-04 07:18:41 main:581] : INFO : Epoch 1749 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 1604.23 ms [2021-10-04 07:18:42 main:581] : INFO : Epoch 1750 | loss: 0.0311516 | val_loss: 0.0311642 | Time: 1567.6 ms [2021-10-04 07:18:44 main:581] : INFO : Epoch 1751 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 1710.43 ms [2021-10-04 07:18:46 main:581] : INFO : Epoch 1752 | loss: 0.0311528 | val_loss: 0.0311626 | Time: 1555.53 ms [2021-10-04 07:18:47 main:581] : INFO : Epoch 1753 | loss: 0.0311516 | val_loss: 0.0311567 | Time: 1554.89 ms [2021-10-04 07:18:49 main:581] : INFO : Epoch 1754 | loss: 0.031151 | val_loss: 0.0311592 | Time: 1588.73 ms [2021-10-04 07:18:50 main:581] : INFO : Epoch 1755 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 1602.89 ms [2021-10-04 07:18:52 main:581] : INFO : Epoch 1756 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 1515.44 ms [2021-10-04 07:18:53 main:581] : INFO : Epoch 1757 | loss: 0.03115 | val_loss: 0.03116 | Time: 1572.93 ms [2021-10-04 07:18:55 main:581] : INFO : Epoch 1758 | loss: 0.0311535 | val_loss: 0.0311649 | Time: 1607.6 ms [2021-10-04 07:18:57 main:581] : INFO : Epoch 1759 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 1700.35 ms [2021-10-04 07:18:58 main:581] : INFO : Epoch 1760 | loss: 0.0311692 | val_loss: 0.0311707 | Time: 1514.42 ms [2021-10-04 07:19:00 main:581] : INFO : Epoch 1761 | loss: 0.031169 | val_loss: 0.0311721 | Time: 1656.99 ms [2021-10-04 07:19:01 main:581] : INFO : Epoch 1762 | loss: 0.0311686 | val_loss: 0.0311699 | Time: 1573.89 ms [2021-10-04 07:19:03 main:581] : INFO : Epoch 1763 | loss: 0.031164 | val_loss: 0.0311653 | Time: 1477.83 ms [2021-10-04 07:19:04 main:581] : INFO : Epoch 1764 | loss: 0.0311593 | val_loss: 0.031168 | Time: 1566.94 ms [2021-10-04 07:19:06 main:581] : INFO : Epoch 1765 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 1508.15 ms [2021-10-04 07:19:07 main:581] : INFO : Epoch 1766 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 1508.41 ms [2021-10-04 07:19:09 main:581] : INFO : Epoch 1767 | loss: 0.0311645 | val_loss: 0.0311647 | Time: 1595.04 ms [2021-10-04 07:19:11 main:581] : INFO : Epoch 1768 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 1645.12 ms [2021-10-04 07:19:12 main:581] : INFO : Epoch 1769 | loss: 0.0311633 | val_loss: 0.0311675 | Time: 1607.31 ms [2021-10-04 07:19:14 main:581] : INFO : Epoch 1770 | loss: 0.031163 | val_loss: 0.0311739 | Time: 1537.57 ms [2021-10-04 07:19:15 main:581] : INFO : Epoch 1771 | loss: 0.031162 | val_loss: 0.0311637 | Time: 1536.66 ms [2021-10-04 07:19:17 main:581] : INFO : Epoch 1772 | loss: 0.0311592 | val_loss: 0.0311636 | Time: 1625.37 ms [2021-10-04 07:19:19 main:581] : INFO : Epoch 1773 | loss: 0.0311578 | val_loss: 0.0311642 | Time: 1658.24 ms [2021-10-04 07:19:20 main:581] : INFO : Epoch 1774 | loss: 0.0311576 | val_loss: 0.0311639 | Time: 1614.23 ms [2021-10-04 07:19:22 main:581] : INFO : Epoch 1775 | loss: 0.0311565 | val_loss: 0.0311629 | Time: 1533.92 ms [2021-10-04 07:19:23 main:581] : INFO : Epoch 1776 | loss: 0.0311573 | val_loss: 0.0311611 | Time: 1485.4 ms [2021-10-04 07:19:25 main:581] : INFO : Epoch 1777 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 1589.83 ms [2021-10-04 07:19:27 main:581] : INFO : Epoch 1778 | loss: 0.0311546 | val_loss: 0.0311621 | Time: 1589.61 ms [2021-10-04 07:19:28 main:581] : INFO : Epoch 1779 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 1628.47 ms [2021-10-04 07:19:30 main:581] : INFO : Epoch 1780 | loss: 0.0311659 | val_loss: 0.0311689 | Time: 1694.5 ms [2021-10-04 07:19:31 main:581] : INFO : Epoch 1781 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 1606.87 ms [2021-10-04 07:19:33 main:581] : INFO : Epoch 1782 | loss: 0.0311697 | val_loss: 0.0311729 | Time: 1541.72 ms [2021-10-04 07:19:35 main:581] : INFO : Epoch 1783 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1566.92 ms [2021-10-04 07:19:36 main:581] : INFO : Epoch 1784 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 1640.47 ms [2021-10-04 07:19:38 main:581] : INFO : Epoch 1785 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 1558.89 ms [2021-10-04 07:19:39 main:581] : INFO : Epoch 1786 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 1603.08 ms [2021-10-04 07:19:41 main:581] : INFO : Epoch 1787 | loss: 0.0311633 | val_loss: 0.0311686 | Time: 1509.18 ms [2021-10-04 07:19:42 main:581] : INFO : Epoch 1788 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 1556.36 ms [2021-10-04 07:19:44 main:581] : INFO : Epoch 1789 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 1559.36 ms [2021-10-04 07:19:46 main:581] : INFO : Epoch 1790 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 1690.2 ms [2021-10-04 07:19:47 main:581] : INFO : Epoch 1791 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 1565.02 ms [2021-10-04 07:19:49 main:581] : INFO : Epoch 1792 | loss: 0.031162 | val_loss: 0.0311692 | Time: 1560.91 ms [2021-10-04 07:19:50 main:581] : INFO : Epoch 1793 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 1434.78 ms [2021-10-04 07:19:52 main:581] : INFO : Epoch 1794 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 1570.92 ms [2021-10-04 07:19:53 main:581] : INFO : Epoch 1795 | loss: 0.031157 | val_loss: 0.0311683 | Time: 1544.43 ms [2021-10-04 07:19:55 main:581] : INFO : Epoch 1796 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 1673.51 ms [2021-10-04 07:19:57 main:581] : INFO : Epoch 1797 | loss: 0.031158 | val_loss: 0.0311707 | Time: 1645.27 ms [2021-10-04 07:19:58 main:581] : INFO : Epoch 1798 | loss: 0.031157 | val_loss: 0.0311706 | Time: 1578.72 ms [2021-10-04 07:20:00 main:581] : INFO : Epoch 1799 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 1662.05 ms [2021-10-04 07:20:01 main:581] : INFO : Epoch 1800 | loss: 0.0311554 | val_loss: 0.0311665 | Time: 1583.4 ms [2021-10-04 07:20:03 main:581] : INFO : Epoch 1801 | loss: 0.0311555 | val_loss: 0.0311662 | Time: 1634.19 ms [2021-10-04 07:20:05 main:581] : INFO : Epoch 1802 | loss: 0.0311559 | val_loss: 0.0311696 | Time: 1585.37 ms [2021-10-04 07:20:06 main:581] : INFO : Epoch 1803 | loss: 0.0311556 | val_loss: 0.0311685 | Time: 1530.87 ms [2021-10-04 07:20:08 main:581] : INFO : Epoch 1804 | loss: 0.0311563 | val_loss: 0.03117 | Time: 1573.28 ms [2021-10-04 07:20:09 main:581] : INFO : Epoch 1805 | loss: 0.0311649 | val_loss: 0.0311725 | Time: 1505.32 ms [2021-10-04 07:20:11 main:581] : INFO : Epoch 1806 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1545.8 ms [2021-10-04 07:20:12 main:581] : INFO : Epoch 1807 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 1505.15 ms [2021-10-04 07:20:14 main:581] : INFO : Epoch 1808 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 1675.24 ms [2021-10-04 07:20:16 main:581] : INFO : Epoch 1809 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 1610.01 ms [2021-10-04 07:20:17 main:581] : INFO : Epoch 1810 | loss: 0.0311618 | val_loss: 0.0311721 | Time: 1686.33 ms [2021-10-04 07:20:19 main:581] : INFO : Epoch 1811 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1563.68 ms [2021-10-04 07:20:21 main:581] : INFO : Epoch 1812 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 1698.61 ms [2021-10-04 07:20:22 main:581] : INFO : Epoch 1813 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1532.79 ms [2021-10-04 07:20:24 main:581] : INFO : Epoch 1814 | loss: 0.031173 | val_loss: 0.0311761 | Time: 1468.87 ms [2021-10-04 07:20:25 main:581] : INFO : Epoch 1815 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 1528.8 ms [2021-10-04 07:20:27 main:581] : INFO : Epoch 1816 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1615.66 ms [2021-10-04 07:20:28 main:581] : INFO : Epoch 1817 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 1436.3 ms [2021-10-04 07:20:30 main:581] : INFO : Epoch 1818 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 1496.8 ms [2021-10-04 07:20:31 main:581] : INFO : Epoch 1819 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 1717.26 ms [2021-10-04 07:20:33 main:581] : INFO : Epoch 1820 | loss: 0.0311661 | val_loss: 0.0311712 | Time: 1501.54 ms [2021-10-04 07:20:34 main:581] : INFO : Epoch 1821 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1500.05 ms [2021-10-04 07:20:36 main:581] : INFO : Epoch 1822 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 1482.55 ms [2021-10-04 07:20:37 main:581] : INFO : Epoch 1823 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 1524.33 ms [2021-10-04 07:20:39 main:581] : INFO : Epoch 1824 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 1489.23 ms [2021-10-04 07:20:40 main:581] : INFO : Epoch 1825 | loss: 0.0311683 | val_loss: 0.0311749 | Time: 1469.65 ms [2021-10-04 07:20:42 main:581] : INFO : Epoch 1826 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 1404.9 ms [2021-10-04 07:20:43 main:581] : INFO : Epoch 1827 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 1463.26 ms [2021-10-04 07:20:45 main:581] : INFO : Epoch 1828 | loss: 0.031164 | val_loss: 0.0311722 | Time: 1466.08 ms [2021-10-04 07:20:46 main:581] : INFO : Epoch 1829 | loss: 0.0311652 | val_loss: 0.0311774 | Time: 1542.37 ms [2021-10-04 07:20:48 main:581] : INFO : Epoch 1830 | loss: 0.0311679 | val_loss: 0.0311796 | Time: 1591.39 ms [2021-10-04 07:20:49 main:581] : INFO : Epoch 1831 | loss: 0.0311719 | val_loss: 0.0311806 | Time: 1586.62 ms [2021-10-04 07:20:51 main:581] : INFO : Epoch 1832 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 1508.81 ms [2021-10-04 07:20:52 main:581] : INFO : Epoch 1833 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 1466.34 ms [2021-10-04 07:20:54 main:581] : INFO : Epoch 1834 | loss: 0.0311821 | val_loss: 0.0311988 | Time: 1462 ms [2021-10-04 07:20:55 main:581] : INFO : Epoch 1835 | loss: 0.0311878 | val_loss: 0.0311921 | Time: 1558.49 ms [2021-10-04 07:20:57 main:581] : INFO : Epoch 1836 | loss: 0.0311844 | val_loss: 0.0311923 | Time: 1593.21 ms [2021-10-04 07:20:59 main:581] : INFO : Epoch 1837 | loss: 0.03118 | val_loss: 0.0311862 | Time: 1481.78 ms [2021-10-04 07:21:00 main:581] : INFO : Epoch 1838 | loss: 0.031177 | val_loss: 0.0311864 | Time: 1431.83 ms [2021-10-04 07:21:01 main:581] : INFO : Epoch 1839 | loss: 0.0311735 | val_loss: 0.0311845 | Time: 1453 ms [2021-10-04 07:21:03 main:581] : INFO : Epoch 1840 | loss: 0.0311722 | val_loss: 0.0311852 | Time: 1537.13 ms [2021-10-04 07:21:05 main:581] : INFO : Epoch 1841 | loss: 0.0311704 | val_loss: 0.0311846 | Time: 1585.09 ms [2021-10-04 07:21:06 main:581] : INFO : Epoch 1842 | loss: 0.0311712 | val_loss: 0.0311841 | Time: 1672.58 ms [2021-10-04 07:21:08 main:581] : INFO : Epoch 1843 | loss: 0.0311711 | val_loss: 0.0311857 | Time: 1646.06 ms [2021-10-04 07:21:09 main:581] : INFO : Epoch 1844 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 1646.04 ms [2021-10-04 07:21:11 main:581] : INFO : Epoch 1845 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 1466.47 ms [2021-10-04 07:21:12 main:581] : INFO : Epoch 1846 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 1500.28 ms [2021-10-04 07:21:14 main:581] : INFO : Epoch 1847 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 1529.75 ms [2021-10-04 07:21:16 main:581] : INFO : Epoch 1848 | loss: 0.0311685 | val_loss: 0.031174 | Time: 1663.72 ms [2021-10-04 07:21:17 main:581] : INFO : Epoch 1849 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 1555.89 ms [2021-10-04 07:21:19 main:581] : INFO : Epoch 1850 | loss: 0.0311648 | val_loss: 0.0311745 | Time: 1467.29 ms [2021-10-04 07:21:20 main:581] : INFO : Epoch 1851 | loss: 0.0311682 | val_loss: 0.03118 | Time: 1498.37 ms [2021-10-04 07:21:22 main:581] : INFO : Epoch 1852 | loss: 0.0311693 | val_loss: 0.0311819 | Time: 1611.43 ms [2021-10-04 07:21:24 main:581] : INFO : Epoch 1853 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 1720.51 ms [2021-10-04 07:21:25 main:581] : INFO : Epoch 1854 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 1608.24 ms [2021-10-04 07:21:27 main:581] : INFO : Epoch 1855 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 1508.06 ms [2021-10-04 07:21:28 main:581] : INFO : Epoch 1856 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 1433.21 ms [2021-10-04 07:21:30 main:581] : INFO : Epoch 1857 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 1539.98 ms [2021-10-04 07:21:31 main:581] : INFO : Epoch 1858 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 1568.21 ms [2021-10-04 07:21:33 main:581] : INFO : Epoch 1859 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 1584.51 ms [2021-10-04 07:21:34 main:581] : INFO : Epoch 1860 | loss: 0.0311639 | val_loss: 0.0311771 | Time: 1610.64 ms [2021-10-04 07:21:36 main:581] : INFO : Epoch 1861 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 1509.46 ms [2021-10-04 07:21:37 main:581] : INFO : Epoch 1862 | loss: 0.031165 | val_loss: 0.031177 | Time: 1570.32 ms [2021-10-04 07:21:39 main:581] : INFO : Epoch 1863 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 1712.61 ms [2021-10-04 07:21:41 main:581] : INFO : Epoch 1864 | loss: 0.0311612 | val_loss: 0.0311734 | Time: 1583.76 ms [2021-10-04 07:21:42 main:581] : INFO : Epoch 1865 | loss: 0.0311606 | val_loss: 0.031175 | Time: 1762.09 ms [2021-10-04 07:21:44 main:581] : INFO : Epoch 1866 | loss: 0.031162 | val_loss: 0.0311732 | Time: 1737.12 ms [2021-10-04 07:21:46 main:581] : INFO : Epoch 1867 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 1639.61 ms [2021-10-04 07:21:47 main:581] : INFO : Epoch 1868 | loss: 0.031161 | val_loss: 0.0311711 | Time: 1605.99 ms [2021-10-04 07:21:49 main:581] : INFO : Epoch 1869 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 1703.06 ms [2021-10-04 07:21:51 main:581] : INFO : Epoch 1870 | loss: 0.0311585 | val_loss: 0.0311718 | Time: 1735.28 ms [2021-10-04 07:21:53 main:581] : INFO : Epoch 1871 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 1699.65 ms [2021-10-04 07:21:54 main:581] : INFO : Epoch 1872 | loss: 0.031162 | val_loss: 0.0311713 | Time: 1653.62 ms [2021-10-04 07:21:56 main:581] : INFO : Epoch 1873 | loss: 0.031161 | val_loss: 0.0311712 | Time: 1663.92 ms [2021-10-04 07:21:57 main:581] : INFO : Epoch 1874 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 1561.55 ms [2021-10-04 07:21:59 main:581] : INFO : Epoch 1875 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 1660.53 ms [2021-10-04 07:22:01 main:581] : INFO : Epoch 1876 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 1557.94 ms [2021-10-04 07:22:02 main:581] : INFO : Epoch 1877 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 1582.4 ms [2021-10-04 07:22:04 main:581] : INFO : Epoch 1878 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 1658.88 ms [2021-10-04 07:22:06 main:581] : INFO : Epoch 1879 | loss: 0.0311608 | val_loss: 0.0311747 | Time: 1716.11 ms [2021-10-04 07:22:07 main:581] : INFO : Epoch 1880 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 1611.32 ms [2021-10-04 07:22:09 main:581] : INFO : Epoch 1881 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 1658.95 ms [2021-10-04 07:22:11 main:581] : INFO : Epoch 1882 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 1604.54 ms [2021-10-04 07:22:12 main:581] : INFO : Epoch 1883 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 1630.96 ms [2021-10-04 07:22:14 main:581] : INFO : Epoch 1884 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 1506.84 ms [2021-10-04 07:22:15 main:581] : INFO : Epoch 1885 | loss: 0.0311592 | val_loss: 0.0311784 | Time: 1569.35 ms [2021-10-04 07:22:17 main:581] : INFO : Epoch 1886 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 1510.71 ms [2021-10-04 07:22:19 main:581] : INFO : Epoch 1887 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 1737.86 ms [2021-10-04 07:22:20 main:581] : INFO : Epoch 1888 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 1531 ms [2021-10-04 07:22:22 main:581] : INFO : Epoch 1889 | loss: 0.031158 | val_loss: 0.0311716 | Time: 1671.9 ms [2021-10-04 07:22:23 main:581] : INFO : Epoch 1890 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 1493.3 ms [2021-10-04 07:22:25 main:581] : INFO : Epoch 1891 | loss: 0.031166 | val_loss: 0.031175 | Time: 1478.28 ms [2021-10-04 07:22:26 main:581] : INFO : Epoch 1892 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 1633.66 ms [2021-10-04 07:22:28 main:581] : INFO : Epoch 1893 | loss: 0.0311627 | val_loss: 0.0311741 | Time: 1576.07 ms [2021-10-04 07:22:29 main:581] : INFO : Epoch 1894 | loss: 0.0311624 | val_loss: 0.031174 | Time: 1475.26 ms [2021-10-04 07:22:31 main:581] : INFO : Epoch 1895 | loss: 0.0311615 | val_loss: 0.0311758 | Time: 1450.33 ms [2021-10-04 07:22:32 main:581] : INFO : Epoch 1896 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 1548.77 ms [2021-10-04 07:22:34 main:581] : INFO : Epoch 1897 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 1581.47 ms [2021-10-04 07:22:36 main:581] : INFO : Epoch 1898 | loss: 0.031161 | val_loss: 0.0311717 | Time: 1550.32 ms [2021-10-04 07:22:37 main:581] : INFO : Epoch 1899 | loss: 0.03116 | val_loss: 0.0311732 | Time: 1585.01 ms [2021-10-04 07:22:39 main:581] : INFO : Epoch 1900 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 1467.86 ms [2021-10-04 07:22:40 main:581] : INFO : Epoch 1901 | loss: 0.0311597 | val_loss: 0.0311733 | Time: 1487.21 ms [2021-10-04 07:22:42 main:581] : INFO : Epoch 1902 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 1520.12 ms [2021-10-04 07:22:43 main:581] : INFO : Epoch 1903 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 1581.5 ms [2021-10-04 07:22:45 main:581] : INFO : Epoch 1904 | loss: 0.0311615 | val_loss: 0.0311755 | Time: 1533.23 ms [2021-10-04 07:22:46 main:581] : INFO : Epoch 1905 | loss: 0.0311606 | val_loss: 0.0311745 | Time: 1557.27 ms [2021-10-04 07:22:48 main:581] : INFO : Epoch 1906 | loss: 0.0311588 | val_loss: 0.0311729 | Time: 1482.09 ms [2021-10-04 07:22:49 main:581] : INFO : Epoch 1907 | loss: 0.0311614 | val_loss: 0.0311784 | Time: 1513.15 ms [2021-10-04 07:22:51 main:581] : INFO : Epoch 1908 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 1565.35 ms [2021-10-04 07:22:52 main:581] : INFO : Epoch 1909 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 1643.48 ms [2021-10-04 07:22:54 main:581] : INFO : Epoch 1910 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 1458.95 ms [2021-10-04 07:22:55 main:581] : INFO : Epoch 1911 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 1494.44 ms [2021-10-04 07:22:57 main:581] : INFO : Epoch 1912 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 1432.81 ms [2021-10-04 07:22:58 main:581] : INFO : Epoch 1913 | loss: 0.031163 | val_loss: 0.0311778 | Time: 1542.6 ms [2021-10-04 07:23:00 main:581] : INFO : Epoch 1914 | loss: 0.0311727 | val_loss: 0.0311798 | Time: 1496.77 ms [2021-10-04 07:23:01 main:581] : INFO : Epoch 1915 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 1433.49 ms [2021-10-04 07:23:03 main:581] : INFO : Epoch 1916 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 1644.89 ms [2021-10-04 07:23:05 main:581] : INFO : Epoch 1917 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 1556.72 ms [2021-10-04 07:23:06 main:581] : INFO : Epoch 1918 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 1557.7 ms [2021-10-04 07:23:08 main:581] : INFO : Epoch 1919 | loss: 0.0311633 | val_loss: 0.031175 | Time: 1552.25 ms [2021-10-04 07:23:09 main:581] : INFO : Epoch 1920 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 1662.67 ms [2021-10-04 07:23:11 main:581] : INFO : Epoch 1921 | loss: 0.0311631 | val_loss: 0.031181 | Time: 1485.7 ms [2021-10-04 07:23:12 main:581] : INFO : Epoch 1922 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 1460.86 ms [2021-10-04 07:23:14 main:581] : INFO : Epoch 1923 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 1459.05 ms [2021-10-04 07:23:15 main:581] : INFO : Epoch 1924 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 1518.52 ms [2021-10-04 07:23:17 main:581] : INFO : Epoch 1925 | loss: 0.0311607 | val_loss: 0.0311738 | Time: 1543.62 ms [2021-10-04 07:23:18 main:581] : INFO : Epoch 1926 | loss: 0.0311607 | val_loss: 0.0311764 | Time: 1684.31 ms [2021-10-04 07:23:20 main:581] : INFO : Epoch 1927 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 1651.39 ms [2021-10-04 07:23:22 main:581] : INFO : Epoch 1928 | loss: 0.0311591 | val_loss: 0.0311766 | Time: 1699.19 ms [2021-10-04 07:23:23 main:581] : INFO : Epoch 1929 | loss: 0.0311593 | val_loss: 0.0311856 | Time: 1577.09 ms [2021-10-04 07:23:25 main:581] : INFO : Epoch 1930 | loss: 0.0311617 | val_loss: 0.0311786 | Time: 1520.74 ms [2021-10-04 07:23:26 main:581] : INFO : Epoch 1931 | loss: 0.0311589 | val_loss: 0.0311762 | Time: 1527.86 ms [2021-10-04 07:23:28 main:581] : INFO : Epoch 1932 | loss: 0.0311594 | val_loss: 0.0311792 | Time: 1547.07 ms [2021-10-04 07:23:29 main:581] : INFO : Epoch 1933 | loss: 0.031163 | val_loss: 0.031181 | Time: 1435.54 ms [2021-10-04 07:23:31 main:581] : INFO : Epoch 1934 | loss: 0.0311646 | val_loss: 0.0311818 | Time: 1517.05 ms [2021-10-04 07:23:33 main:581] : INFO : Epoch 1935 | loss: 0.031165 | val_loss: 0.0311798 | Time: 1719.72 ms [2021-10-04 07:23:34 main:581] : INFO : Epoch 1936 | loss: 0.0311637 | val_loss: 0.031177 | Time: 1633.93 ms [2021-10-04 07:23:36 main:581] : INFO : Epoch 1937 | loss: 0.0311608 | val_loss: 0.031176 | Time: 1536.47 ms [2021-10-04 07:23:37 main:581] : INFO : Epoch 1938 | loss: 0.0311584 | val_loss: 0.0311763 | Time: 1652.99 ms [2021-10-04 07:23:39 main:581] : INFO : Epoch 1939 | loss: 0.0311579 | val_loss: 0.0311767 | Time: 1579.23 ms [2021-10-04 07:23:41 main:581] : INFO : Epoch 1940 | loss: 0.03116 | val_loss: 0.03118 | Time: 1482.31 ms [2021-10-04 07:23:42 main:581] : INFO : Epoch 1941 | loss: 0.0311581 | val_loss: 0.0311771 | Time: 1496.96 ms [2021-10-04 07:23:44 main:581] : INFO : Epoch 1942 | loss: 0.0311578 | val_loss: 0.031177 | Time: 1555.57 ms [2021-10-04 07:23:45 main:581] : INFO : Epoch 1943 | loss: 0.0311571 | val_loss: 0.0311759 | Time: 1614.53 ms [2021-10-04 07:23:47 main:581] : INFO : Epoch 1944 | loss: 0.0311584 | val_loss: 0.0311758 | Time: 1482.84 ms [2021-10-04 07:23:48 main:581] : INFO : Epoch 1945 | loss: 0.0311581 | val_loss: 0.0311786 | Time: 1723.08 ms [2021-10-04 07:23:50 main:581] : INFO : Epoch 1946 | loss: 0.0311575 | val_loss: 0.0311773 | Time: 1703.39 ms [2021-10-04 07:23:52 main:581] : INFO : Epoch 1947 | loss: 0.03116 | val_loss: 0.0311793 | Time: 1618.42 ms [2021-10-04 07:23:53 main:581] : INFO : Epoch 1948 | loss: 0.0311616 | val_loss: 0.0311779 | Time: 1579.09 ms [2021-10-04 07:23:55 main:581] : INFO : Epoch 1949 | loss: 0.031159 | val_loss: 0.0311778 | Time: 1544.44 ms [2021-10-04 07:23:56 main:581] : INFO : Epoch 1950 | loss: 0.0311579 | val_loss: 0.0311799 | Time: 1574.61 ms [2021-10-04 07:23:58 main:581] : INFO : Epoch 1951 | loss: 0.0311586 | val_loss: 0.0311751 | Time: 1591.74 ms [2021-10-04 07:24:00 main:581] : INFO : Epoch 1952 | loss: 0.0311571 | val_loss: 0.0311762 | Time: 1492.62 ms [2021-10-04 07:24:01 main:581] : INFO : Epoch 1953 | loss: 0.0311577 | val_loss: 0.0311757 | Time: 1563.75 ms [2021-10-04 07:24:03 main:581] : INFO : Epoch 1954 | loss: 0.0311592 | val_loss: 0.031176 | Time: 1498.51 ms [2021-10-04 07:24:04 main:581] : INFO : Epoch 1955 | loss: 0.0311563 | val_loss: 0.0311733 | Time: 1673.21 ms [2021-10-04 07:24:06 main:581] : INFO : Epoch 1956 | loss: 0.0311561 | val_loss: 0.0311762 | Time: 1592.89 ms [2021-10-04 07:24:07 main:581] : INFO : Epoch 1957 | loss: 0.0311569 | val_loss: 0.0311757 | Time: 1606.22 ms [2021-10-04 07:24:09 main:581] : INFO : Epoch 1958 | loss: 0.0311555 | val_loss: 0.0311829 | Time: 1563.01 ms [2021-10-04 07:24:11 main:581] : INFO : Epoch 1959 | loss: 0.0311564 | val_loss: 0.0311776 | Time: 1594.85 ms [2021-10-04 07:24:12 main:581] : INFO : Epoch 1960 | loss: 0.0311564 | val_loss: 0.0311739 | Time: 1478.37 ms [2021-10-04 07:24:14 main:581] : INFO : Epoch 1961 | loss: 0.0311563 | val_loss: 0.0311769 | Time: 1631.33 ms [2021-10-04 07:24:15 main:581] : INFO : Epoch 1962 | loss: 0.031155 | val_loss: 0.0311769 | Time: 1635.2 ms [2021-10-04 07:24:17 main:581] : INFO : Epoch 1963 | loss: 0.0311554 | val_loss: 0.031176 | Time: 1628.87 ms [2021-10-04 07:24:19 main:581] : INFO : Epoch 1964 | loss: 0.0311545 | val_loss: 0.031177 | Time: 1604.79 ms [2021-10-04 07:24:20 main:581] : INFO : Epoch 1965 | loss: 0.0311551 | val_loss: 0.0311791 | Time: 1676.14 ms [2021-10-04 07:24:22 main:581] : INFO : Epoch 1966 | loss: 0.0311546 | val_loss: 0.0311761 | Time: 1615.12 ms [2021-10-04 07:24:24 main:581] : INFO : Epoch 1967 | loss: 0.0311537 | val_loss: 0.0311779 | Time: 1636.03 ms [2021-10-04 07:24:25 main:581] : INFO : Epoch 1968 | loss: 0.0311699 | val_loss: 0.03118 | Time: 1538.58 ms [2021-10-04 07:24:27 main:581] : INFO : Epoch 1969 | loss: 0.0311717 | val_loss: 0.0311836 | Time: 1473.17 ms [2021-10-04 07:24:28 main:581] : INFO : Epoch 1970 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 1464.22 ms [2021-10-04 07:24:30 main:581] : INFO : Epoch 1971 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 1552.74 ms [2021-10-04 07:24:31 main:581] : INFO : Epoch 1972 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 1609.56 ms [2021-10-04 07:24:33 main:581] : INFO : Epoch 1973 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 1577.89 ms [2021-10-04 07:24:34 main:581] : INFO : Epoch 1974 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 1520.69 ms [2021-10-04 07:24:36 main:581] : INFO : Epoch 1975 | loss: 0.0311658 | val_loss: 0.0311805 | Time: 1618.17 ms [2021-10-04 07:24:37 main:581] : INFO : Epoch 1976 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 1613.26 ms [2021-10-04 07:24:39 main:581] : INFO : Epoch 1977 | loss: 0.031164 | val_loss: 0.0311736 | Time: 1672.29 ms [2021-10-04 07:24:41 main:581] : INFO : Epoch 1978 | loss: 0.0311625 | val_loss: 0.031174 | Time: 1500.33 ms [2021-10-04 07:24:42 main:581] : INFO : Epoch 1979 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 1499.57 ms [2021-10-04 07:24:44 main:581] : INFO : Epoch 1980 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 1558.85 ms [2021-10-04 07:24:45 main:581] : INFO : Epoch 1981 | loss: 0.0311612 | val_loss: 0.031172 | Time: 1490.7 ms [2021-10-04 07:24:47 main:581] : INFO : Epoch 1982 | loss: 0.0311601 | val_loss: 0.0311731 | Time: 1481.65 ms [2021-10-04 07:24:48 main:581] : INFO : Epoch 1983 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 1533.37 ms [2021-10-04 07:24:50 main:581] : INFO : Epoch 1984 | loss: 0.0311606 | val_loss: 0.0311801 | Time: 1652.34 ms [2021-10-04 07:24:52 main:581] : INFO : Epoch 1985 | loss: 0.0311612 | val_loss: 0.0311789 | Time: 1651.93 ms [2021-10-04 07:24:53 main:581] : INFO : Epoch 1986 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 1601.21 ms [2021-10-04 07:24:55 main:581] : INFO : Epoch 1987 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 1634.17 ms [2021-10-04 07:24:56 main:581] : INFO : Epoch 1988 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 1705.05 ms [2021-10-04 07:24:58 main:581] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311775 | Time: 1702.98 ms [2021-10-04 07:25:00 main:581] : INFO : Epoch 1990 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 1462.02 ms [2021-10-04 07:25:01 main:581] : INFO : Epoch 1991 | loss: 0.0311602 | val_loss: 0.0311769 | Time: 1474.85 ms [2021-10-04 07:25:03 main:581] : INFO : Epoch 1992 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 1470.49 ms [2021-10-04 07:25:04 main:581] : INFO : Epoch 1993 | loss: 0.0311573 | val_loss: 0.0311755 | Time: 1469.9 ms [2021-10-04 07:25:06 main:581] : INFO : Epoch 1994 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 1611.31 ms [2021-10-04 07:25:07 main:581] : INFO : Epoch 1995 | loss: 0.0311566 | val_loss: 0.0311745 | Time: 1521.28 ms [2021-10-04 07:25:09 main:581] : INFO : Epoch 1996 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 1685.23 ms [2021-10-04 07:25:11 main:581] : INFO : Epoch 1997 | loss: 0.0311595 | val_loss: 0.0311778 | Time: 1707.86 ms [2021-10-04 07:25:12 main:581] : INFO : Epoch 1998 | loss: 0.031157 | val_loss: 0.0311756 | Time: 1518.53 ms [2021-10-04 07:25:14 main:581] : INFO : Epoch 1999 | loss: 0.0311563 | val_loss: 0.0311764 | Time: 1628.59 ms [2021-10-04 07:25:15 main:581] : INFO : Epoch 2000 | loss: 0.0311608 | val_loss: 0.0311738 | Time: 1606.72 ms [2021-10-04 07:25:17 main:581] : INFO : Epoch 2001 | loss: 0.0311614 | val_loss: 0.0311854 | Time: 1594.23 ms [2021-10-04 07:25:19 main:581] : INFO : Epoch 2002 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 1591.03 ms [2021-10-04 07:25:20 main:581] : INFO : Epoch 2003 | loss: 0.0311595 | val_loss: 0.0311759 | Time: 1746.69 ms [2021-10-04 07:25:22 main:581] : INFO : Epoch 2004 | loss: 0.0311576 | val_loss: 0.0311769 | Time: 1552.39 ms [2021-10-04 07:25:24 main:581] : INFO : Epoch 2005 | loss: 0.0311593 | val_loss: 0.0311769 | Time: 1738.22 ms [2021-10-04 07:25:25 main:581] : INFO : Epoch 2006 | loss: 0.0311597 | val_loss: 0.031177 | Time: 1621.4 ms [2021-10-04 07:25:27 main:581] : INFO : Epoch 2007 | loss: 0.0311597 | val_loss: 0.0311765 | Time: 1594.78 ms [2021-10-04 07:25:28 main:581] : INFO : Epoch 2008 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 1641.17 ms [2021-10-04 07:25:30 main:581] : INFO : Epoch 2009 | loss: 0.0311596 | val_loss: 0.031173 | Time: 1535.27 ms [2021-10-04 07:25:31 main:581] : INFO : Epoch 2010 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 1496.38 ms [2021-10-04 07:25:33 main:581] : INFO : Epoch 2011 | loss: 0.0311628 | val_loss: 0.0311738 | Time: 1495.67 ms [2021-10-04 07:25:34 main:581] : INFO : Epoch 2012 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 1539.2 ms [2021-10-04 07:25:36 main:581] : INFO : Epoch 2013 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1473.83 ms [2021-10-04 07:25:38 main:581] : INFO : Epoch 2014 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 1578.99 ms [2021-10-04 07:25:39 main:581] : INFO : Epoch 2015 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 1605.02 ms [2021-10-04 07:25:41 main:581] : INFO : Epoch 2016 | loss: 0.0311566 | val_loss: 0.0311714 | Time: 1562.24 ms [2021-10-04 07:25:42 main:581] : INFO : Epoch 2017 | loss: 0.0311559 | val_loss: 0.0311723 | Time: 1530.97 ms [2021-10-04 07:25:44 main:581] : INFO : Epoch 2018 | loss: 0.031155 | val_loss: 0.0311764 | Time: 1503.47 ms [2021-10-04 07:25:45 main:581] : INFO : Epoch 2019 | loss: 0.0311556 | val_loss: 0.0311746 | Time: 1463.38 ms [2021-10-04 07:25:47 main:581] : INFO : Epoch 2020 | loss: 0.0311565 | val_loss: 0.0311736 | Time: 1481.54 ms [2021-10-04 07:25:48 main:581] : INFO : Epoch 2021 | loss: 0.0311556 | val_loss: 0.0311734 | Time: 1618.55 ms [2021-10-04 07:25:50 main:581] : INFO : Epoch 2022 | loss: 0.0311575 | val_loss: 0.0311741 | Time: 1451.19 ms [2021-10-04 07:25:51 main:581] : INFO : Epoch 2023 | loss: 0.0311538 | val_loss: 0.0311695 | Time: 1532.65 ms [2021-10-04 07:25:53 main:581] : INFO : Epoch 2024 | loss: 0.0311531 | val_loss: 0.0311708 | Time: 1543.53 ms [2021-10-04 07:25:54 main:581] : INFO : Epoch 2025 | loss: 0.0311531 | val_loss: 0.03117 | Time: 1557.89 ms [2021-10-04 07:25:56 main:581] : INFO : Epoch 2026 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 1573.67 ms [2021-10-04 07:25:58 main:581] : INFO : Epoch 2027 | loss: 0.0311535 | val_loss: 0.0311697 | Time: 1582.62 ms [2021-10-04 07:25:59 main:581] : INFO : Epoch 2028 | loss: 0.0311535 | val_loss: 0.0311699 | Time: 1448.85 ms [2021-10-04 07:26:00 main:581] : INFO : Epoch 2029 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1482.89 ms [2021-10-04 07:26:02 main:581] : INFO : Epoch 2030 | loss: 0.0311521 | val_loss: 0.0311698 | Time: 1516.06 ms [2021-10-04 07:26:03 main:581] : INFO : Epoch 2031 | loss: 0.0311519 | val_loss: 0.031172 | Time: 1474.82 ms [2021-10-04 07:26:05 main:581] : INFO : Epoch 2032 | loss: 0.0311555 | val_loss: 0.0311728 | Time: 1459.16 ms [2021-10-04 07:26:07 main:581] : INFO : Epoch 2033 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 1617.24 ms [2021-10-04 07:26:08 main:581] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 1517.3 ms [2021-10-04 07:26:10 main:581] : INFO : Epoch 2035 | loss: 0.0311601 | val_loss: 0.031173 | Time: 1586.36 ms [2021-10-04 07:26:11 main:581] : INFO : Epoch 2036 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 1645.39 ms [2021-10-04 07:26:13 main:581] : INFO : Epoch 2037 | loss: 0.0311568 | val_loss: 0.031172 | Time: 1623.19 ms [2021-10-04 07:26:14 main:581] : INFO : Epoch 2038 | loss: 0.0311551 | val_loss: 0.0311719 | Time: 1466.41 ms [2021-10-04 07:26:16 main:581] : INFO : Epoch 2039 | loss: 0.0311567 | val_loss: 0.0311754 | Time: 1490.47 ms [2021-10-04 07:26:17 main:581] : INFO : Epoch 2040 | loss: 0.0311551 | val_loss: 0.0311729 | Time: 1592.91 ms [2021-10-04 07:26:19 main:581] : INFO : Epoch 2041 | loss: 0.0311544 | val_loss: 0.0311728 | Time: 1479.02 ms [2021-10-04 07:26:21 main:581] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.0311717 | Time: 1541.97 ms [2021-10-04 07:26:22 main:581] : INFO : Epoch 2043 | loss: 0.0311559 | val_loss: 0.0311772 | Time: 1497.74 ms [2021-10-04 07:26:24 main:581] : INFO : Epoch 2044 | loss: 0.0311572 | val_loss: 0.0311749 | Time: 1619.12 ms [2021-10-04 07:26:25 main:581] : INFO : Epoch 2045 | loss: 0.0311553 | val_loss: 0.0311764 | Time: 1593.48 ms [2021-10-04 07:26:27 main:581] : INFO : Epoch 2046 | loss: 0.0311554 | val_loss: 0.0311756 | Time: 1580.5 ms [2021-10-04 07:26:28 main:581] : INFO : Epoch 2047 | loss: 0.0311534 | val_loss: 0.0311822 | Time: 1562.52 ms [2021-10-04 07:26:30 main:581] : INFO : Epoch 2048 | loss: 0.0311544 | val_loss: 0.0311728 | Time: 1657.76 ms [2021-10-04 07:26:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728 [2021-10-04 07:26:30 main:610] : INFO : Saving end state to config to file [2021-10-04 07:26:30 main:615] : INFO : Success, exiting.. 07:26:30 (16392): 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)