Task 9553350
| Name | ParityModified-1636180246-20230-3-0_1 |
| Workunit | 6558498 |
| Created | 7 Dec 2021, 7:30:46 UTC |
| Sent | 7 Dec 2021, 8:12:01 UTC |
| Report deadline | 15 Dec 2021, 8:12:01 UTC |
| Received | 7 Dec 2021, 12:31:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9683 |
| Run time | 51 min 54 sec |
| CPU time | 51 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,279.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-12-07 12:15:17 main:574] : INFO : Epoch 1542 | loss: 0.0311299 | val_loss: 0.0311452 | Time: 1471.9 ms [2021-12-07 12:15:18 main:574] : INFO : Epoch 1543 | loss: 0.0311345 | val_loss: 0.031136 | Time: 1472.7 ms [2021-12-07 12:15:20 main:574] : INFO : Epoch 1544 | loss: 0.0311304 | val_loss: 0.031151 | Time: 1638.87 ms [2021-12-07 12:15:21 main:574] : INFO : Epoch 1545 | loss: 0.0311349 | val_loss: 0.0311404 | Time: 1585.9 ms [2021-12-07 12:15:23 main:574] : INFO : Epoch 1546 | loss: 0.0311324 | val_loss: 0.0311368 | Time: 1477.36 ms [2021-12-07 12:15:24 main:574] : INFO : Epoch 1547 | loss: 0.0311291 | val_loss: 0.0311378 | Time: 1512.21 ms [2021-12-07 12:15:26 main:574] : INFO : Epoch 1548 | loss: 0.0311288 | val_loss: 0.031138 | Time: 1466.67 ms [2021-12-07 12:15:27 main:574] : INFO : Epoch 1549 | loss: 0.0311289 | val_loss: 0.0311378 | Time: 1461.02 ms [2021-12-07 12:15:29 main:574] : INFO : Epoch 1550 | loss: 0.0311283 | val_loss: 0.0311367 | Time: 1465.49 ms [2021-12-07 12:15:30 main:574] : INFO : Epoch 1551 | loss: 0.0311285 | val_loss: 0.0311348 | Time: 1489.63 ms [2021-12-07 12:15:32 main:574] : INFO : Epoch 1552 | loss: 0.0311288 | val_loss: 0.0311355 | Time: 1486.99 ms [2021-12-07 12:15:33 main:574] : INFO : Epoch 1553 | loss: 0.0311279 | val_loss: 0.0311374 | Time: 1472.02 ms [2021-12-07 12:15:45 main:574] : INFO : Epoch 1554 | loss: 0.0311303 | val_loss: 0.0311339 | Time: 11637.6 ms [2021-12-07 12:15:46 main:574] : INFO : Epoch 1555 | loss: 0.0311282 | val_loss: 0.0311346 | Time: 1471.01 ms [2021-12-07 12:15:48 main:574] : INFO : Epoch 1556 | loss: 0.0311282 | val_loss: 0.0311408 | Time: 1495.11 ms [2021-12-07 12:15:49 main:574] : INFO : Epoch 1557 | loss: 0.0311297 | val_loss: 0.0311388 | Time: 1492.74 ms [2021-12-07 12:15:51 main:574] : INFO : Epoch 1558 | loss: 0.031135 | val_loss: 0.0311356 | Time: 1489.79 ms [2021-12-07 12:15:53 main:574] : INFO : Epoch 1559 | loss: 0.0311283 | val_loss: 0.0311363 | Time: 1661.98 ms [2021-12-07 12:15:54 main:574] : INFO : Epoch 1560 | loss: 0.0311295 | val_loss: 0.0311346 | Time: 1479.88 ms [2021-12-07 12:15:56 main:574] : INFO : Epoch 1561 | loss: 0.0311296 | val_loss: 0.0311405 | Time: 1473.55 ms [2021-12-07 12:15:57 main:574] : INFO : Epoch 1562 | loss: 0.0311336 | val_loss: 0.0311366 | Time: 1470.79 ms [2021-12-07 12:15:58 main:574] : INFO : Epoch 1563 | loss: 0.0311304 | val_loss: 0.0311337 | Time: 1465.13 ms [2021-12-07 12:16:00 main:574] : INFO : Epoch 1564 | loss: 0.03113 | val_loss: 0.0311397 | Time: 1529.23 ms [2021-12-07 12:16:02 main:574] : INFO : Epoch 1565 | loss: 0.0311323 | val_loss: 0.0311457 | Time: 1500.1 ms [2021-12-07 12:16:03 main:574] : INFO : Epoch 1566 | loss: 0.0311365 | val_loss: 0.0311351 | Time: 1513.57 ms [2021-12-07 12:16:05 main:574] : INFO : Epoch 1567 | loss: 0.031132 | val_loss: 0.0311472 | Time: 1492.15 ms [2021-12-07 12:16:06 main:574] : INFO : Epoch 1568 | loss: 0.0311336 | val_loss: 0.0311357 | Time: 1474.07 ms [2021-12-07 12:16:08 main:574] : INFO : Epoch 1569 | loss: 0.0311288 | val_loss: 0.0311351 | Time: 1580.3 ms [2021-12-07 12:16:09 main:574] : INFO : Epoch 1570 | loss: 0.0311265 | val_loss: 0.0311336 | Time: 1552.6 ms [2021-12-07 12:16:11 main:574] : INFO : Epoch 1571 | loss: 0.0311301 | val_loss: 0.0311367 | Time: 1471.06 ms [2021-12-07 12:16:12 main:574] : INFO : Epoch 1572 | loss: 0.0311276 | val_loss: 0.0311386 | Time: 1483.8 ms [2021-12-07 12:16:14 main:574] : INFO : Epoch 1573 | loss: 0.0311306 | val_loss: 0.0311404 | Time: 1473.22 ms [2021-12-07 12:16:15 main:574] : INFO : Epoch 1574 | loss: 0.0311332 | val_loss: 0.031141 | Time: 1487.51 ms [2021-12-07 12:16:17 main:574] : INFO : Epoch 1575 | loss: 0.0311303 | val_loss: 0.031136 | Time: 1495.63 ms [2021-12-07 12:16:18 main:574] : INFO : Epoch 1576 | loss: 0.0311285 | val_loss: 0.0311372 | Time: 1533.09 ms [2021-12-07 12:16:20 main:574] : INFO : Epoch 1577 | loss: 0.0311283 | val_loss: 0.0311352 | Time: 1515.59 ms [2021-12-07 12:16:21 main:574] : INFO : Epoch 1578 | loss: 0.0311287 | val_loss: 0.0311361 | Time: 1487.48 ms [2021-12-07 12:16:23 main:574] : INFO : Epoch 1579 | loss: 0.0311291 | val_loss: 0.0311351 | Time: 1474.43 ms [2021-12-07 12:16:24 main:574] : INFO : Epoch 1580 | loss: 0.0311273 | val_loss: 0.0311355 | Time: 1673.28 ms [2021-12-07 12:16:36 main:574] : INFO : Epoch 1581 | loss: 0.0311296 | val_loss: 0.0311383 | Time: 11517.6 ms [2021-12-07 12:16:37 main:574] : INFO : Epoch 1582 | loss: 0.0311313 | val_loss: 0.0311402 | Time: 1523.63 ms [2021-12-07 12:16:39 main:574] : INFO : Epoch 1583 | loss: 0.0311323 | val_loss: 0.0311448 | Time: 1489.07 ms [2021-12-07 12:16:40 main:574] : INFO : Epoch 1584 | loss: 0.0311301 | val_loss: 0.0311339 | Time: 1638.96 ms [2021-12-07 12:16:42 main:574] : INFO : Epoch 1585 | loss: 0.0311293 | val_loss: 0.0311332 | Time: 1484.27 ms [2021-12-07 12:16:43 main:574] : INFO : Epoch 1586 | loss: 0.0311286 | val_loss: 0.0311347 | Time: 1468.18 ms [2021-12-07 12:16:45 main:574] : INFO : Epoch 1587 | loss: 0.031126 | val_loss: 0.0311336 | Time: 1490.83 ms [2021-12-07 12:16:46 main:574] : INFO : Epoch 1588 | loss: 0.0311273 | val_loss: 0.0311346 | Time: 1477.34 ms [2021-12-07 12:16:48 main:574] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.0311335 | Time: 1471.65 ms [2021-12-07 12:16:49 main:574] : INFO : Epoch 1590 | loss: 0.0311247 | val_loss: 0.0311336 | Time: 1457.9 ms [2021-12-07 12:16:51 main:574] : INFO : Epoch 1591 | loss: 0.0311278 | val_loss: 0.0311331 | Time: 1477.74 ms [2021-12-07 12:16:52 main:574] : INFO : Epoch 1592 | loss: 0.031128 | val_loss: 0.0311381 | Time: 1472.07 ms [2021-12-07 12:16:54 main:574] : INFO : Epoch 1593 | loss: 0.0311266 | val_loss: 0.0311326 | Time: 1466.11 ms [2021-12-07 12:16:55 main:574] : INFO : Epoch 1594 | loss: 0.0311263 | val_loss: 0.0311333 | Time: 1621.41 ms [2021-12-07 12:16:57 main:574] : INFO : Epoch 1595 | loss: 0.0311265 | val_loss: 0.0311359 | Time: 1572.6 ms [2021-12-07 12:16:58 main:574] : INFO : Epoch 1596 | loss: 0.0311244 | val_loss: 0.031133 | Time: 1479.06 ms [2021-12-07 12:17:00 main:574] : INFO : Epoch 1597 | loss: 0.0311242 | val_loss: 0.0311374 | Time: 1472.71 ms [2021-12-07 12:17:01 main:574] : INFO : Epoch 1598 | loss: 0.0311268 | val_loss: 0.0311353 | Time: 1482.97 ms [2021-12-07 12:17:03 main:574] : INFO : Epoch 1599 | loss: 0.031125 | val_loss: 0.0311324 | Time: 1500.11 ms [2021-12-07 12:17:04 main:574] : INFO : Epoch 1600 | loss: 0.0311246 | val_loss: 0.0311329 | Time: 1484.15 ms [2021-12-07 12:17:06 main:574] : INFO : Epoch 1601 | loss: 0.0311234 | val_loss: 0.0311373 | Time: 1481.49 ms [2021-12-07 12:17:07 main:574] : INFO : Epoch 1602 | loss: 0.03113 | val_loss: 0.0311378 | Time: 1482.8 ms [2021-12-07 12:17:09 main:574] : INFO : Epoch 1603 | loss: 0.0311257 | val_loss: 0.0311341 | Time: 1589.09 ms [2021-12-07 12:17:10 main:574] : INFO : Epoch 1604 | loss: 0.0311251 | val_loss: 0.0311326 | Time: 1470.11 ms [2021-12-07 12:17:12 main:574] : INFO : Epoch 1605 | loss: 0.0311248 | val_loss: 0.0311314 | Time: 1666.04 ms [2021-12-07 12:17:14 main:574] : INFO : Epoch 1606 | loss: 0.0311267 | val_loss: 0.0311332 | Time: 1485.94 ms [2021-12-07 12:17:15 main:574] : INFO : Epoch 1607 | loss: 0.0311311 | val_loss: 0.0311603 | Time: 1548.08 ms [2021-12-07 12:17:17 main:574] : INFO : Epoch 1608 | loss: 0.0311295 | val_loss: 0.0311333 | Time: 1507.18 ms [2021-12-07 12:17:18 main:574] : INFO : Epoch 1609 | loss: 0.0311237 | val_loss: 0.0311365 | Time: 1484.59 ms [2021-12-07 12:17:20 main:574] : INFO : Epoch 1610 | loss: 0.0311229 | val_loss: 0.0311369 | Time: 1493.52 ms [2021-12-07 12:17:21 main:574] : INFO : Epoch 1611 | loss: 0.0311269 | val_loss: 0.0311361 | Time: 1528.37 ms [2021-12-07 12:17:23 main:574] : INFO : Epoch 1612 | loss: 0.0311256 | val_loss: 0.0311333 | Time: 1478.16 ms [2021-12-07 12:17:24 main:574] : INFO : Epoch 1613 | loss: 0.031123 | val_loss: 0.0311336 | Time: 1463.5 ms [2021-12-07 12:17:26 main:574] : INFO : Epoch 1614 | loss: 0.031127 | val_loss: 0.0311567 | Time: 1488.2 ms [2021-12-07 12:17:27 main:574] : INFO : Epoch 1615 | loss: 0.0311254 | val_loss: 0.031136 | Time: 1477.83 ms [2021-12-07 12:17:29 main:574] : INFO : Epoch 1616 | loss: 0.0311231 | val_loss: 0.0311355 | Time: 1679.39 ms [2021-12-07 12:17:30 main:574] : INFO : Epoch 1617 | loss: 0.0311278 | val_loss: 0.0311406 | Time: 1572.03 ms [2021-12-07 12:17:32 main:574] : INFO : Epoch 1618 | loss: 0.0311296 | val_loss: 0.0311361 | Time: 1498.92 ms [2021-12-07 12:17:33 main:574] : INFO : Epoch 1619 | loss: 0.0311223 | val_loss: 0.0311369 | Time: 1509.77 ms [2021-12-07 12:17:35 main:574] : INFO : Epoch 1620 | loss: 0.0311224 | val_loss: 0.031135 | Time: 1486.97 ms [2021-12-07 12:17:36 main:574] : INFO : Epoch 1621 | loss: 0.0311218 | val_loss: 0.0311429 | Time: 1475.2 ms [2021-12-07 12:17:38 main:574] : INFO : Epoch 1622 | loss: 0.031123 | val_loss: 0.031139 | Time: 1497.24 ms [2021-12-07 12:17:39 main:574] : INFO : Epoch 1623 | loss: 0.0311221 | val_loss: 0.0311377 | Time: 1467.55 ms [2021-12-07 12:17:41 main:574] : INFO : Epoch 1624 | loss: 0.0311217 | val_loss: 0.0311358 | Time: 1474.67 ms [2021-12-07 12:17:42 main:574] : INFO : Epoch 1625 | loss: 0.0311213 | val_loss: 0.0311346 | Time: 1463.51 ms [2021-12-07 12:17:44 main:574] : INFO : Epoch 1626 | loss: 0.0311229 | val_loss: 0.031137 | Time: 1583.01 ms [2021-12-07 12:17:46 main:574] : INFO : Epoch 1627 | loss: 0.0311255 | val_loss: 0.0311441 | Time: 1647.49 ms [2021-12-07 12:17:47 main:574] : INFO : Epoch 1628 | loss: 0.0311234 | val_loss: 0.0311346 | Time: 1470.92 ms [2021-12-07 12:17:48 main:574] : INFO : Epoch 1629 | loss: 0.0311227 | val_loss: 0.0311415 | Time: 1472.77 ms [2021-12-07 12:17:50 main:574] : INFO : Epoch 1630 | loss: 0.0311258 | val_loss: 0.0311335 | Time: 1468.09 ms [2021-12-07 12:17:51 main:574] : INFO : Epoch 1631 | loss: 0.0311222 | val_loss: 0.0311361 | Time: 1513.29 ms [2021-12-07 12:17:53 main:574] : INFO : Epoch 1632 | loss: 0.0311247 | val_loss: 0.031145 | Time: 1478 ms [2021-12-07 12:17:54 main:574] : INFO : Epoch 1633 | loss: 0.0311229 | val_loss: 0.0311343 | Time: 1476.03 ms [2021-12-07 12:17:56 main:574] : INFO : Epoch 1634 | loss: 0.0311211 | val_loss: 0.0311334 | Time: 1473.63 ms [2021-12-07 12:17:57 main:574] : INFO : Epoch 1635 | loss: 0.0311198 | val_loss: 0.0311363 | Time: 1495.84 ms [2021-12-07 12:17:59 main:574] : INFO : Epoch 1636 | loss: 0.0311202 | val_loss: 0.0311334 | Time: 1494.71 ms [2021-12-07 12:18:01 main:574] : INFO : Epoch 1637 | loss: 0.0311244 | val_loss: 0.0311388 | Time: 1676.46 ms [2021-12-07 12:18:02 main:574] : INFO : Epoch 1638 | loss: 0.0311234 | val_loss: 0.0311351 | Time: 1494.06 ms [2021-12-07 12:18:04 main:574] : INFO : Epoch 1639 | loss: 0.0311234 | val_loss: 0.0311355 | Time: 1475.69 ms [2021-12-07 12:18:05 main:574] : INFO : Epoch 1640 | loss: 0.0311209 | val_loss: 0.0311345 | Time: 1464.89 ms [2021-12-07 12:18:06 main:574] : INFO : Epoch 1641 | loss: 0.0311224 | val_loss: 0.0311349 | Time: 1471.94 ms [2021-12-07 12:18:08 main:574] : INFO : Epoch 1642 | loss: 0.0311222 | val_loss: 0.0311324 | Time: 1466.42 ms [2021-12-07 12:18:09 main:574] : INFO : Epoch 1643 | loss: 0.031124 | val_loss: 0.0311338 | Time: 1505.68 ms [2021-12-07 12:18:11 main:574] : INFO : Epoch 1644 | loss: 0.0311234 | val_loss: 0.031135 | Time: 1505.33 ms [2021-12-07 12:18:12 main:574] : INFO : Epoch 1645 | loss: 0.0311206 | val_loss: 0.0311339 | Time: 1503.62 ms [2021-12-07 12:18:14 main:574] : INFO : Epoch 1646 | loss: 0.0311238 | val_loss: 0.03114 | Time: 1496.43 ms [2021-12-07 12:18:15 main:574] : INFO : Epoch 1647 | loss: 0.0311225 | val_loss: 0.0311383 | Time: 1517.24 ms [2021-12-07 12:18:17 main:574] : INFO : Epoch 1648 | loss: 0.0311208 | val_loss: 0.0311388 | Time: 1744.21 ms [2021-12-07 12:18:19 main:574] : INFO : Epoch 1649 | loss: 0.0311254 | val_loss: 0.0311353 | Time: 1484.49 ms [2021-12-07 12:18:20 main:574] : INFO : Epoch 1650 | loss: 0.0311218 | val_loss: 0.0311336 | Time: 1483.7 ms [2021-12-07 12:18:22 main:574] : INFO : Epoch 1651 | loss: 0.0311206 | val_loss: 0.0311572 | Time: 1489.68 ms [2021-12-07 12:18:23 main:574] : INFO : Epoch 1652 | loss: 0.0311259 | val_loss: 0.0311349 | Time: 1473.63 ms [2021-12-07 12:18:25 main:574] : INFO : Epoch 1653 | loss: 0.0311234 | val_loss: 0.0311364 | Time: 1483.62 ms [2021-12-07 12:18:26 main:574] : INFO : Epoch 1654 | loss: 0.0311217 | val_loss: 0.0311361 | Time: 1490.35 ms [2021-12-07 12:18:28 main:574] : INFO : Epoch 1655 | loss: 0.031127 | val_loss: 0.031139 | Time: 1477.66 ms [2021-12-07 12:18:29 main:574] : INFO : Epoch 1656 | loss: 0.0311244 | val_loss: 0.0311397 | Time: 1482.87 ms [2021-12-07 12:18:31 main:574] : INFO : Epoch 1657 | loss: 0.031132 | val_loss: 0.0311349 | Time: 1527.52 ms [2021-12-07 12:18:32 main:574] : INFO : Epoch 1658 | loss: 0.0311325 | val_loss: 0.0311465 | Time: 1500.55 ms [2021-12-07 12:18:34 main:574] : INFO : Epoch 1659 | loss: 0.0311281 | val_loss: 0.0311392 | Time: 1708.15 ms [2021-12-07 12:18:35 main:574] : INFO : Epoch 1660 | loss: 0.0311218 | val_loss: 0.0311362 | Time: 1502.67 ms [2021-12-07 12:18:47 main:574] : INFO : Epoch 1661 | loss: 0.0311264 | val_loss: 0.0311343 | Time: 11538.3 ms [2021-12-07 12:18:49 main:574] : INFO : Epoch 1662 | loss: 0.0311277 | val_loss: 0.0311365 | Time: 1685.1 ms [2021-12-07 12:18:50 main:574] : INFO : Epoch 1663 | loss: 0.0311283 | val_loss: 0.0311339 | Time: 1509.67 ms [2021-12-07 12:18:52 main:574] : INFO : Epoch 1664 | loss: 0.0311277 | val_loss: 0.031142 | Time: 1483.07 ms [2021-12-07 12:18:53 main:574] : INFO : Epoch 1665 | loss: 0.0311286 | val_loss: 0.031137 | Time: 1476.72 ms [2021-12-07 12:18:55 main:574] : INFO : Epoch 1666 | loss: 0.0311278 | val_loss: 0.031141 | Time: 1459.74 ms [2021-12-07 12:18:56 main:574] : INFO : Epoch 1667 | loss: 0.0311236 | val_loss: 0.0311347 | Time: 1545.5 ms [2021-12-07 12:18:58 main:574] : INFO : Epoch 1668 | loss: 0.0311255 | val_loss: 0.0311333 | Time: 1464.28 ms [2021-12-07 12:18:59 main:574] : INFO : Epoch 1669 | loss: 0.0311215 | val_loss: 0.0311319 | Time: 1472.97 ms [2021-12-07 12:19:01 main:574] : INFO : Epoch 1670 | loss: 0.0311206 | val_loss: 0.0311363 | Time: 1472.05 ms [2021-12-07 12:19:02 main:574] : INFO : Epoch 1671 | loss: 0.0311217 | val_loss: 0.0311394 | Time: 1528.57 ms [2021-12-07 12:19:04 main:574] : INFO : Epoch 1672 | loss: 0.031121 | val_loss: 0.0311354 | Time: 1480.38 ms [2021-12-07 12:19:05 main:574] : INFO : Epoch 1673 | loss: 0.0311198 | val_loss: 0.0311324 | Time: 1685.01 ms [2021-12-07 12:19:07 main:574] : INFO : Epoch 1674 | loss: 0.031121 | val_loss: 0.0311431 | Time: 1462.8 ms [2021-12-07 12:19:08 main:574] : INFO : Epoch 1675 | loss: 0.0311268 | val_loss: 0.031133 | Time: 1493.63 ms [2021-12-07 12:19:10 main:574] : INFO : Epoch 1676 | loss: 0.0311198 | val_loss: 0.031135 | Time: 1491.09 ms [2021-12-07 12:19:11 main:574] : INFO : Epoch 1677 | loss: 0.0311211 | val_loss: 0.0311341 | Time: 1462.24 ms [2021-12-07 12:19:13 main:574] : INFO : Epoch 1678 | loss: 0.0311188 | val_loss: 0.0311353 | Time: 1493.27 ms [2021-12-07 12:19:14 main:574] : INFO : Epoch 1679 | loss: 0.0311221 | val_loss: 0.0311422 | Time: 1494.12 ms [2021-12-07 12:19:16 main:574] : INFO : Epoch 1680 | loss: 0.0311212 | val_loss: 0.0311339 | Time: 1501.21 ms [2021-12-07 12:19:17 main:574] : INFO : Epoch 1681 | loss: 0.0311223 | val_loss: 0.0311329 | Time: 1489.03 ms [2021-12-07 12:19:19 main:574] : INFO : Epoch 1682 | loss: 0.0311227 | val_loss: 0.0311352 | Time: 1512.84 ms [2021-12-07 12:19:20 main:574] : INFO : Epoch 1683 | loss: 0.0311228 | val_loss: 0.0311348 | Time: 1531.98 ms [2021-12-07 12:19:22 main:574] : INFO : Epoch 1684 | loss: 0.0311238 | val_loss: 0.0311327 | Time: 1682.91 ms [2021-12-07 12:19:23 main:574] : INFO : Epoch 1685 | loss: 0.0311232 | val_loss: 0.0311401 | Time: 1470.59 ms [2021-12-07 12:19:25 main:574] : INFO : Epoch 1686 | loss: 0.0311241 | val_loss: 0.031137 | Time: 1456.4 ms [2021-12-07 12:19:26 main:574] : INFO : Epoch 1687 | loss: 0.0311239 | val_loss: 0.0311435 | Time: 1481.99 ms [2021-12-07 12:19:28 main:574] : INFO : Epoch 1688 | loss: 0.0311202 | val_loss: 0.0311357 | Time: 1482.21 ms [2021-12-07 12:19:29 main:574] : INFO : Epoch 1689 | loss: 0.0311187 | val_loss: 0.0311336 | Time: 1497.96 ms [2021-12-07 12:19:31 main:574] : INFO : Epoch 1690 | loss: 0.0311194 | val_loss: 0.0311363 | Time: 1559.73 ms [2021-12-07 12:19:32 main:574] : INFO : Epoch 1691 | loss: 0.0311212 | val_loss: 0.0311454 | Time: 1501.97 ms [2021-12-07 12:19:34 main:574] : INFO : Epoch 1692 | loss: 0.0311213 | val_loss: 0.0311327 | Time: 1494.33 ms [2021-12-07 12:19:35 main:574] : INFO : Epoch 1693 | loss: 0.0311176 | val_loss: 0.0311349 | Time: 1479.46 ms [2021-12-07 12:19:47 main:574] : INFO : Epoch 1694 | loss: 0.0311175 | val_loss: 0.0311336 | Time: 11621.6 ms [2021-12-07 12:19:48 main:574] : INFO : Epoch 1695 | loss: 0.0311194 | val_loss: 0.0311375 | Time: 1478.32 ms [2021-12-07 12:19:50 main:574] : INFO : Epoch 1696 | loss: 0.03112 | val_loss: 0.0311386 | Time: 1497.05 ms [2021-12-07 12:19:51 main:574] : INFO : Epoch 1697 | loss: 0.0311246 | val_loss: 0.031144 | Time: 1471.87 ms [2021-12-07 12:19:53 main:574] : INFO : Epoch 1698 | loss: 0.0311244 | val_loss: 0.0311357 | Time: 1663.95 ms [2021-12-07 12:19:55 main:574] : INFO : Epoch 1699 | loss: 0.0311197 | val_loss: 0.0311329 | Time: 1463.04 ms [2021-12-07 12:19:56 main:574] : INFO : Epoch 1700 | loss: 0.0311243 | val_loss: 0.0311307 | Time: 1492.88 ms [2021-12-07 12:19:58 main:574] : INFO : Epoch 1701 | loss: 0.0311218 | val_loss: 0.0311297 | Time: 1522.6 ms [2021-12-07 12:19:59 main:574] : INFO : Epoch 1702 | loss: 0.0311198 | val_loss: 0.0311323 | Time: 1548.74 ms [2021-12-07 12:20:01 main:574] : INFO : Epoch 1703 | loss: 0.0311219 | val_loss: 0.0311308 | Time: 1527.48 ms [2021-12-07 12:20:02 main:574] : INFO : Epoch 1704 | loss: 0.0311203 | val_loss: 0.0311325 | Time: 1471.12 ms [2021-12-07 12:20:04 main:574] : INFO : Epoch 1705 | loss: 0.0311194 | val_loss: 0.0311338 | Time: 1491.2 ms [2021-12-07 12:20:05 main:574] : INFO : Epoch 1706 | loss: 0.0311191 | val_loss: 0.0311323 | Time: 1473.06 ms [2021-12-07 12:20:07 main:574] : INFO : Epoch 1707 | loss: 0.0311163 | val_loss: 0.0311308 | Time: 1492.63 ms [2021-12-07 12:20:08 main:574] : INFO : Epoch 1708 | loss: 0.0311146 | val_loss: 0.0311304 | Time: 1470.52 ms [2021-12-07 12:20:10 main:574] : INFO : Epoch 1709 | loss: 0.0311148 | val_loss: 0.031134 | Time: 1690.76 ms [2021-12-07 12:20:11 main:574] : INFO : Epoch 1710 | loss: 0.0311138 | val_loss: 0.0311313 | Time: 1471.65 ms [2021-12-07 12:20:13 main:574] : INFO : Epoch 1711 | loss: 0.0311169 | val_loss: 0.0311413 | Time: 1510.4 ms [2021-12-07 12:20:14 main:574] : INFO : Epoch 1712 | loss: 0.0311184 | val_loss: 0.0311316 | Time: 1468.99 ms [2021-12-07 12:20:16 main:574] : INFO : Epoch 1713 | loss: 0.0311246 | val_loss: 0.0311365 | Time: 1525.09 ms [2021-12-07 12:20:17 main:574] : INFO : Epoch 1714 | loss: 0.0311193 | val_loss: 0.031162 | Time: 1489.07 ms [2021-12-07 12:20:19 main:574] : INFO : Epoch 1715 | loss: 0.0311205 | val_loss: 0.0311364 | Time: 1573.77 ms [2021-12-07 12:20:20 main:574] : INFO : Epoch 1716 | loss: 0.031114 | val_loss: 0.0311398 | Time: 1467.74 ms [2021-12-07 12:20:22 main:574] : INFO : Epoch 1717 | loss: 0.0311135 | val_loss: 0.0311321 | Time: 1478.14 ms [2021-12-07 12:20:23 main:574] : INFO : Epoch 1718 | loss: 0.0311121 | val_loss: 0.031135 | Time: 1470.2 ms [2021-12-07 12:20:25 main:574] : INFO : Epoch 1719 | loss: 0.0311234 | val_loss: 0.0311493 | Time: 1533.36 ms [2021-12-07 12:20:27 main:574] : INFO : Epoch 1720 | loss: 0.0311205 | val_loss: 0.0311307 | Time: 1734.62 ms [2021-12-07 12:20:28 main:574] : INFO : Epoch 1721 | loss: 0.0311147 | val_loss: 0.0311316 | Time: 1518.58 ms [2021-12-07 12:20:30 main:574] : INFO : Epoch 1722 | loss: 0.0311126 | val_loss: 0.0311324 | Time: 1479.14 ms [2021-12-07 12:20:31 main:574] : INFO : Epoch 1723 | loss: 0.0311143 | val_loss: 0.0311468 | Time: 1501.57 ms [2021-12-07 12:20:33 main:574] : INFO : Epoch 1724 | loss: 0.0311204 | val_loss: 0.0311393 | Time: 1466.71 ms [2021-12-07 12:20:34 main:574] : INFO : Epoch 1725 | loss: 0.0311155 | val_loss: 0.0311383 | Time: 1491.28 ms [2021-12-07 12:20:36 main:574] : INFO : Epoch 1726 | loss: 0.0311137 | val_loss: 0.0311342 | Time: 1542.19 ms [2021-12-07 12:20:47 main:574] : INFO : Epoch 1727 | loss: 0.0311158 | val_loss: 0.031131 | Time: 11630.7 ms [2021-12-07 12:20:49 main:574] : INFO : Epoch 1728 | loss: 0.0311141 | val_loss: 0.0311312 | Time: 1480.84 ms [2021-12-07 12:20:50 main:574] : INFO : Epoch 1729 | loss: 0.0311151 | val_loss: 0.031133 | Time: 1471.44 ms [2021-12-07 12:20:52 main:574] : INFO : Epoch 1730 | loss: 0.0311213 | val_loss: 0.0311301 | Time: 1473.81 ms [2021-12-07 12:20:53 main:574] : INFO : Epoch 1731 | loss: 0.0311141 | val_loss: 0.0311337 | Time: 1527.89 ms [2021-12-07 12:20:55 main:574] : INFO : Epoch 1732 | loss: 0.0311128 | val_loss: 0.031134 | Time: 1503.56 ms [2021-12-07 12:20:56 main:574] : INFO : Epoch 1733 | loss: 0.0311132 | val_loss: 0.0311307 | Time: 1493.05 ms [2021-12-07 12:20:58 main:574] : INFO : Epoch 1734 | loss: 0.0311126 | val_loss: 0.0311333 | Time: 1686.92 ms [2021-12-07 12:20:59 main:574] : INFO : Epoch 1735 | loss: 0.0311114 | val_loss: 0.0311301 | Time: 1476.98 ms [2021-12-07 12:21:01 main:574] : INFO : Epoch 1736 | loss: 0.031112 | val_loss: 0.0311368 | Time: 1466.99 ms [2021-12-07 12:21:02 main:574] : INFO : Epoch 1737 | loss: 0.0311168 | val_loss: 0.0311316 | Time: 1464.39 ms [2021-12-07 12:21:04 main:574] : INFO : Epoch 1738 | loss: 0.0311139 | val_loss: 0.0311331 | Time: 1471.99 ms [2021-12-07 12:21:05 main:574] : INFO : Epoch 1739 | loss: 0.0311126 | val_loss: 0.0311294 | Time: 1478.65 ms [2021-12-07 12:21:07 main:574] : INFO : Epoch 1740 | loss: 0.031111 | val_loss: 0.0311303 | Time: 1497.03 ms [2021-12-07 12:21:08 main:574] : INFO : Epoch 1741 | loss: 0.0311114 | val_loss: 0.0311275 | Time: 1519.83 ms [2021-12-07 12:21:10 main:574] : INFO : Epoch 1742 | loss: 0.0311122 | val_loss: 0.0311314 | Time: 1508.29 ms [2021-12-07 12:21:11 main:574] : INFO : Epoch 1743 | loss: 0.0311119 | val_loss: 0.0311478 | Time: 1489.88 ms [2021-12-07 12:21:13 main:574] : INFO : Epoch 1744 | loss: 0.0311199 | val_loss: 0.0311318 | Time: 1487.45 ms [2021-12-07 12:21:14 main:574] : INFO : Epoch 1745 | loss: 0.0311102 | val_loss: 0.0311316 | Time: 1637.53 ms [2021-12-07 12:21:16 main:574] : INFO : Epoch 1746 | loss: 0.0311097 | val_loss: 0.0311401 | Time: 1492.57 ms [2021-12-07 12:21:17 main:574] : INFO : Epoch 1747 | loss: 0.0311109 | val_loss: 0.0311293 | Time: 1466.13 ms [2021-12-07 12:21:19 main:574] : INFO : Epoch 1748 | loss: 0.0311088 | val_loss: 0.0311322 | Time: 1471.13 ms [2021-12-07 12:21:20 main:574] : INFO : Epoch 1749 | loss: 0.0311142 | val_loss: 0.0311307 | Time: 1488.24 ms [2021-12-07 12:21:22 main:574] : INFO : Epoch 1750 | loss: 0.0311128 | val_loss: 0.0311288 | Time: 1477.96 ms [2021-12-07 12:21:23 main:574] : INFO : Epoch 1751 | loss: 0.0311163 | val_loss: 0.0311438 | Time: 1484.14 ms [2021-12-07 12:21:25 main:574] : INFO : Epoch 1752 | loss: 0.0311153 | val_loss: 0.0311337 | Time: 1515.98 ms [2021-12-07 12:21:26 main:574] : INFO : Epoch 1753 | loss: 0.0311108 | val_loss: 0.0311276 | Time: 1467.7 ms [2021-12-07 12:21:28 main:574] : INFO : Epoch 1754 | loss: 0.0311108 | val_loss: 0.0311305 | Time: 1492.38 ms [2021-12-07 12:21:30 main:574] : INFO : Epoch 1755 | loss: 0.0311296 | val_loss: 0.0311365 | Time: 1725.77 ms [2021-12-07 12:21:31 main:574] : INFO : Epoch 1756 | loss: 0.0311231 | val_loss: 0.0311356 | Time: 1609.79 ms [2021-12-07 12:21:33 main:574] : INFO : Epoch 1757 | loss: 0.0311288 | val_loss: 0.0311462 | Time: 1480.12 ms [2021-12-07 12:21:34 main:574] : INFO : Epoch 1758 | loss: 0.0311242 | val_loss: 0.0311323 | Time: 1498.43 ms [2021-12-07 12:21:36 main:574] : INFO : Epoch 1759 | loss: 0.0311239 | val_loss: 0.0311336 | Time: 1531.69 ms [2021-12-07 12:21:37 main:574] : INFO : Epoch 1760 | loss: 0.0311175 | val_loss: 0.031132 | Time: 1488.58 ms [2021-12-07 12:21:49 main:574] : INFO : Epoch 1761 | loss: 0.0311199 | val_loss: 0.0311324 | Time: 11525.3 ms [2021-12-07 12:21:50 main:574] : INFO : Epoch 1762 | loss: 0.0311166 | val_loss: 0.0311273 | Time: 1527.22 ms [2021-12-07 12:21:52 main:574] : INFO : Epoch 1763 | loss: 0.0311175 | val_loss: 0.031132 | Time: 1488.32 ms [2021-12-07 12:21:53 main:574] : INFO : Epoch 1764 | loss: 0.0311145 | val_loss: 0.0311349 | Time: 1460.29 ms [2021-12-07 12:21:55 main:574] : INFO : Epoch 1765 | loss: 0.0311143 | val_loss: 0.0311289 | Time: 1468.96 ms [2021-12-07 12:21:56 main:574] : INFO : Epoch 1766 | loss: 0.0311116 | val_loss: 0.0311283 | Time: 1471.07 ms [2021-12-07 12:21:58 main:574] : INFO : Epoch 1767 | loss: 0.031115 | val_loss: 0.0311292 | Time: 1469.69 ms [2021-12-07 12:21:59 main:574] : INFO : Epoch 1768 | loss: 0.0311128 | val_loss: 0.0311297 | Time: 1473.61 ms [2021-12-07 12:22:01 main:574] : INFO : Epoch 1769 | loss: 0.0311208 | val_loss: 0.0311297 | Time: 1495.94 ms [2021-12-07 12:22:02 main:574] : INFO : Epoch 1770 | loss: 0.0311128 | val_loss: 0.0311319 | Time: 1703.39 ms [2021-12-07 12:22:04 main:574] : INFO : Epoch 1771 | loss: 0.0311138 | val_loss: 0.0311288 | Time: 1515.83 ms [2021-12-07 12:22:05 main:574] : INFO : Epoch 1772 | loss: 0.0311133 | val_loss: 0.0311319 | Time: 1502.16 ms [2021-12-07 12:22:07 main:574] : INFO : Epoch 1773 | loss: 0.0311171 | val_loss: 0.0311296 | Time: 1477.03 ms [2021-12-07 12:22:08 main:574] : INFO : Epoch 1774 | loss: 0.0311113 | val_loss: 0.0311291 | Time: 1483.09 ms [2021-12-07 12:22:10 main:574] : INFO : Epoch 1775 | loss: 0.0311116 | val_loss: 0.0311278 | Time: 1496.77 ms [2021-12-07 12:22:11 main:574] : INFO : Epoch 1776 | loss: 0.031112 | val_loss: 0.0311312 | Time: 1464.45 ms [2021-12-07 12:22:13 main:574] : INFO : Epoch 1777 | loss: 0.0311172 | val_loss: 0.0311335 | Time: 1477.93 ms [2021-12-07 12:22:14 main:574] : INFO : Epoch 1778 | loss: 0.0311128 | val_loss: 0.0311264 | Time: 1473.67 ms [2021-12-07 12:22:16 main:574] : INFO : Epoch 1779 | loss: 0.0311103 | val_loss: 0.0311258 | Time: 1499.87 ms [2021-12-07 12:22:17 main:574] : INFO : Epoch 1780 | loss: 0.0311106 | val_loss: 0.0311371 | Time: 1583.62 ms [2021-12-07 12:22:29 main:574] : INFO : Epoch 1781 | loss: 0.0311088 | val_loss: 0.0311266 | Time: 11671 ms [2021-12-07 12:22:31 main:574] : INFO : Epoch 1782 | loss: 0.0311091 | val_loss: 0.0311318 | Time: 1549.19 ms [2021-12-07 12:22:32 main:574] : INFO : Epoch 1783 | loss: 0.0311087 | val_loss: 0.0311322 | Time: 1505.32 ms [2021-12-07 12:22:34 main:574] : INFO : Epoch 1784 | loss: 0.0311084 | val_loss: 0.03113 | Time: 1668.99 ms [2021-12-07 12:22:35 main:574] : INFO : Epoch 1785 | loss: 0.0311157 | val_loss: 0.0311255 | Time: 1471.35 ms [2021-12-07 12:22:37 main:574] : INFO : Epoch 1786 | loss: 0.0311119 | val_loss: 0.0311304 | Time: 1495.33 ms [2021-12-07 12:22:48 main:574] : INFO : Epoch 1787 | loss: 0.0311095 | val_loss: 0.031132 | Time: 11556 ms [2021-12-07 12:22:50 main:574] : INFO : Epoch 1788 | loss: 0.031108 | val_loss: 0.0311276 | Time: 1586.08 ms [2021-12-07 12:22:51 main:574] : INFO : Epoch 1789 | loss: 0.0311061 | val_loss: 0.0311271 | Time: 1475.22 ms [2021-12-07 12:22:53 main:574] : INFO : Epoch 1790 | loss: 0.0311068 | val_loss: 0.0311254 | Time: 1479.47 ms [2021-12-07 12:22:54 main:574] : INFO : Epoch 1791 | loss: 0.0311064 | val_loss: 0.0311271 | Time: 1461.8 ms [2021-12-07 12:22:56 main:574] : INFO : Epoch 1792 | loss: 0.031106 | val_loss: 0.0311232 | Time: 1489.15 ms [2021-12-07 12:22:57 main:574] : INFO : Epoch 1793 | loss: 0.0311073 | val_loss: 0.0311266 | Time: 1489.83 ms [2021-12-07 12:22:59 main:574] : INFO : Epoch 1794 | loss: 0.0311088 | val_loss: 0.0311251 | Time: 1493.8 ms [2021-12-07 12:23:00 main:574] : INFO : Epoch 1795 | loss: 0.0311065 | val_loss: 0.0311245 | Time: 1472.36 ms [2021-12-07 12:23:02 main:574] : INFO : Epoch 1796 | loss: 0.0311064 | val_loss: 0.0311237 | Time: 1504.1 ms [2021-12-07 12:23:03 main:574] : INFO : Epoch 1797 | loss: 0.031108 | val_loss: 0.031129 | Time: 1488.51 ms [2021-12-07 12:23:05 main:574] : INFO : Epoch 1798 | loss: 0.0311069 | val_loss: 0.0311254 | Time: 1640.01 ms [2021-12-07 12:23:06 main:574] : INFO : Epoch 1799 | loss: 0.0311103 | val_loss: 0.0311292 | Time: 1550.4 ms [2021-12-07 12:23:08 main:574] : INFO : Epoch 1800 | loss: 0.0311151 | val_loss: 0.0311288 | Time: 1482.86 ms [2021-12-07 12:23:09 main:574] : INFO : Epoch 1801 | loss: 0.0311115 | val_loss: 0.0311247 | Time: 1470.43 ms [2021-12-07 12:23:11 main:574] : INFO : Epoch 1802 | loss: 0.0311094 | val_loss: 0.0311267 | Time: 1546.21 ms [2021-12-07 12:23:12 main:574] : INFO : Epoch 1803 | loss: 0.0311171 | val_loss: 0.0311289 | Time: 1504 ms [2021-12-07 12:23:14 main:574] : INFO : Epoch 1804 | loss: 0.0311137 | val_loss: 0.0311312 | Time: 1481.63 ms [2021-12-07 12:23:15 main:574] : INFO : Epoch 1805 | loss: 0.0311145 | val_loss: 0.0311341 | Time: 1482.93 ms [2021-12-07 12:23:17 main:574] : INFO : Epoch 1806 | loss: 0.0311108 | val_loss: 0.0311386 | Time: 1482.81 ms [2021-12-07 12:23:18 main:574] : INFO : Epoch 1807 | loss: 0.0311154 | val_loss: 0.031131 | Time: 1477.84 ms [2021-12-07 12:23:20 main:574] : INFO : Epoch 1808 | loss: 0.031112 | val_loss: 0.0311317 | Time: 1458.74 ms [2021-12-07 12:23:22 main:574] : INFO : Epoch 1809 | loss: 0.0311103 | val_loss: 0.031129 | Time: 1663.75 ms [2021-12-07 12:23:23 main:574] : INFO : Epoch 1810 | loss: 0.0311108 | val_loss: 0.031131 | Time: 1563.24 ms [2021-12-07 12:23:25 main:574] : INFO : Epoch 1811 | loss: 0.0311106 | val_loss: 0.0311249 | Time: 1558.17 ms [2021-12-07 12:23:26 main:574] : INFO : Epoch 1812 | loss: 0.0311104 | val_loss: 0.0311274 | Time: 1473.41 ms [2021-12-07 12:23:28 main:574] : INFO : Epoch 1813 | loss: 0.031113 | val_loss: 0.0311367 | Time: 1490.88 ms [2021-12-07 12:23:29 main:574] : INFO : Epoch 1814 | loss: 0.0311141 | val_loss: 0.0311261 | Time: 1551.03 ms [2021-12-07 12:23:31 main:574] : INFO : Epoch 1815 | loss: 0.0311092 | val_loss: 0.0311268 | Time: 1492.71 ms [2021-12-07 12:23:32 main:574] : INFO : Epoch 1816 | loss: 0.0311078 | val_loss: 0.0311263 | Time: 1467.84 ms [2021-12-07 12:23:34 main:574] : INFO : Epoch 1817 | loss: 0.0311071 | val_loss: 0.0311286 | Time: 1472.06 ms [2021-12-07 12:23:35 main:574] : INFO : Epoch 1818 | loss: 0.0311076 | val_loss: 0.0311291 | Time: 1463.56 ms [2021-12-07 12:23:37 main:574] : INFO : Epoch 1819 | loss: 0.0311097 | val_loss: 0.0311292 | Time: 1498.61 ms [2021-12-07 12:23:38 main:574] : INFO : Epoch 1820 | loss: 0.031112 | val_loss: 0.031133 | Time: 1729.95 ms [2021-12-07 12:23:50 main:574] : INFO : Epoch 1821 | loss: 0.0311079 | val_loss: 0.0311273 | Time: 11641.9 ms [2021-12-07 12:23:51 main:574] : INFO : Epoch 1822 | loss: 0.0311062 | val_loss: 0.0311284 | Time: 1495.12 ms [2021-12-07 12:23:53 main:574] : INFO : Epoch 1823 | loss: 0.0311097 | val_loss: 0.0311435 | Time: 1697.63 ms [2021-12-07 12:23:55 main:574] : INFO : Epoch 1824 | loss: 0.0311065 | val_loss: 0.0311279 | Time: 1505.25 ms [2021-12-07 12:23:56 main:574] : INFO : Epoch 1825 | loss: 0.0311065 | val_loss: 0.0311316 | Time: 1491.73 ms [2021-12-07 12:23:58 main:574] : INFO : Epoch 1826 | loss: 0.0311113 | val_loss: 0.0311332 | Time: 1477.8 ms [2021-12-07 12:23:59 main:574] : INFO : Epoch 1827 | loss: 0.0311106 | val_loss: 0.0311315 | Time: 1485.98 ms [2021-12-07 12:24:01 main:574] : INFO : Epoch 1828 | loss: 0.0311052 | val_loss: 0.0311275 | Time: 1504.26 ms [2021-12-07 12:24:02 main:574] : INFO : Epoch 1829 | loss: 0.0311046 | val_loss: 0.0311288 | Time: 1480.11 ms [2021-12-07 12:24:04 main:574] : INFO : Epoch 1830 | loss: 0.0311058 | val_loss: 0.0311345 | Time: 1481.8 ms [2021-12-07 12:24:05 main:574] : INFO : Epoch 1831 | loss: 0.0311095 | val_loss: 0.0311422 | Time: 1472.4 ms [2021-12-07 12:24:07 main:574] : INFO : Epoch 1832 | loss: 0.0311089 | val_loss: 0.0311307 | Time: 1455.48 ms [2021-12-07 12:24:08 main:574] : INFO : Epoch 1833 | loss: 0.0311076 | val_loss: 0.0311284 | Time: 1484.17 ms [2021-12-07 12:24:10 main:574] : INFO : Epoch 1834 | loss: 0.031104 | val_loss: 0.0311321 | Time: 1715.5 ms [2021-12-07 12:24:11 main:574] : INFO : Epoch 1835 | loss: 0.0311031 | val_loss: 0.0311299 | Time: 1482.98 ms [2021-12-07 12:24:13 main:574] : INFO : Epoch 1836 | loss: 0.031106 | val_loss: 0.0311285 | Time: 1557.24 ms [2021-12-07 12:24:14 main:574] : INFO : Epoch 1837 | loss: 0.0311144 | val_loss: 0.0311321 | Time: 1500.57 ms [2021-12-07 12:24:16 main:574] : INFO : Epoch 1838 | loss: 0.0311147 | val_loss: 0.031135 | Time: 1470.9 ms [2021-12-07 12:24:17 main:574] : INFO : Epoch 1839 | loss: 0.031128 | val_loss: 0.0311433 | Time: 1511.07 ms [2021-12-07 12:24:19 main:574] : INFO : Epoch 1840 | loss: 0.0311304 | val_loss: 0.0311432 | Time: 1603.46 ms [2021-12-07 12:24:20 main:574] : INFO : Epoch 1841 | loss: 0.0311277 | val_loss: 0.0311394 | Time: 1482.85 ms [2021-12-07 12:24:22 main:574] : INFO : Epoch 1842 | loss: 0.0311227 | val_loss: 0.0311347 | Time: 1482.95 ms [2021-12-07 12:24:23 main:574] : INFO : Epoch 1843 | loss: 0.0311209 | val_loss: 0.0311371 | Time: 1464.88 ms [2021-12-07 12:24:25 main:574] : INFO : Epoch 1844 | loss: 0.0311189 | val_loss: 0.0311336 | Time: 1508.27 ms [2021-12-07 12:24:27 main:574] : INFO : Epoch 1845 | loss: 0.0311178 | val_loss: 0.0311336 | Time: 1693.88 ms [2021-12-07 12:24:28 main:574] : INFO : Epoch 1846 | loss: 0.0311171 | val_loss: 0.0311322 | Time: 1492.02 ms [2021-12-07 12:24:30 main:574] : INFO : Epoch 1847 | loss: 0.031119 | val_loss: 0.0311311 | Time: 1469.29 ms [2021-12-07 12:24:31 main:574] : INFO : Epoch 1848 | loss: 0.0311293 | val_loss: 0.0311486 | Time: 1540.14 ms [2021-12-07 12:24:33 main:574] : INFO : Epoch 1849 | loss: 0.0311198 | val_loss: 0.0311351 | Time: 1476.03 ms [2021-12-07 12:24:34 main:574] : INFO : Epoch 1850 | loss: 0.0311168 | val_loss: 0.0311346 | Time: 1468.52 ms [2021-12-07 12:24:36 main:574] : INFO : Epoch 1851 | loss: 0.0311195 | val_loss: 0.0311348 | Time: 1505 ms [2021-12-07 12:24:37 main:574] : INFO : Epoch 1852 | loss: 0.0311185 | val_loss: 0.03113 | Time: 1466.79 ms [2021-12-07 12:24:39 main:574] : INFO : Epoch 1853 | loss: 0.0311159 | val_loss: 0.0311298 | Time: 1472.41 ms [2021-12-07 12:24:50 main:574] : INFO : Epoch 1854 | loss: 0.0311223 | val_loss: 0.0311316 | Time: 11543.6 ms [2021-12-07 12:24:52 main:574] : INFO : Epoch 1855 | loss: 0.031127 | val_loss: 0.0311376 | Time: 1480.17 ms [2021-12-07 12:24:53 main:574] : INFO : Epoch 1856 | loss: 0.031142 | val_loss: 0.031151 | Time: 1476.23 ms [2021-12-07 12:24:55 main:574] : INFO : Epoch 1857 | loss: 0.0311492 | val_loss: 0.0311488 | Time: 1528.13 ms [2021-12-07 12:24:56 main:574] : INFO : Epoch 1858 | loss: 0.0311484 | val_loss: 0.031146 | Time: 1540.49 ms [2021-12-07 12:24:58 main:574] : INFO : Epoch 1859 | loss: 0.0311456 | val_loss: 0.0311465 | Time: 1713.53 ms [2021-12-07 12:24:59 main:574] : INFO : Epoch 1860 | loss: 0.031145 | val_loss: 0.031146 | Time: 1519.8 ms [2021-12-07 12:25:01 main:574] : INFO : Epoch 1861 | loss: 0.0311442 | val_loss: 0.0311468 | Time: 1461.8 ms [2021-12-07 12:25:02 main:574] : INFO : Epoch 1862 | loss: 0.0311437 | val_loss: 0.031148 | Time: 1479.9 ms [2021-12-07 12:25:04 main:574] : INFO : Epoch 1863 | loss: 0.0311448 | val_loss: 0.0311493 | Time: 1479.85 ms [2021-12-07 12:25:05 main:574] : INFO : Epoch 1864 | loss: 0.0311395 | val_loss: 0.0311459 | Time: 1460.97 ms [2021-12-07 12:25:07 main:574] : INFO : Epoch 1865 | loss: 0.0311385 | val_loss: 0.0311482 | Time: 1472.88 ms [2021-12-07 12:25:08 main:574] : INFO : Epoch 1866 | loss: 0.0311411 | val_loss: 0.0311457 | Time: 1467.45 ms [2021-12-07 12:25:10 main:574] : INFO : Epoch 1867 | loss: 0.0311371 | val_loss: 0.0311442 | Time: 1479.7 ms [2021-12-07 12:25:11 main:574] : INFO : Epoch 1868 | loss: 0.0311387 | val_loss: 0.0311435 | Time: 1555.97 ms [2021-12-07 12:25:13 main:574] : INFO : Epoch 1869 | loss: 0.0311352 | val_loss: 0.0311443 | Time: 1490.27 ms [2021-12-07 12:25:14 main:574] : INFO : Epoch 1870 | loss: 0.0311357 | val_loss: 0.0311434 | Time: 1708.31 ms [2021-12-07 12:25:16 main:574] : INFO : Epoch 1871 | loss: 0.031136 | val_loss: 0.0311433 | Time: 1471.44 ms [2021-12-07 12:25:17 main:574] : INFO : Epoch 1872 | loss: 0.0311382 | val_loss: 0.0311454 | Time: 1479.43 ms [2021-12-07 12:25:19 main:574] : INFO : Epoch 1873 | loss: 0.0311355 | val_loss: 0.0311458 | Time: 1473.82 ms [2021-12-07 12:25:31 main:574] : INFO : Epoch 1874 | loss: 0.0311345 | val_loss: 0.0311409 | Time: 11661.3 ms [2021-12-07 12:25:32 main:574] : INFO : Epoch 1875 | loss: 0.0311334 | val_loss: 0.0311433 | Time: 1471.67 ms [2021-12-07 12:25:33 main:574] : INFO : Epoch 1876 | loss: 0.0311338 | val_loss: 0.0311408 | Time: 1483.63 ms [2021-12-07 12:25:35 main:574] : INFO : Epoch 1877 | loss: 0.0311333 | val_loss: 0.0311431 | Time: 1472.99 ms [2021-12-07 12:25:37 main:574] : INFO : Epoch 1878 | loss: 0.0311347 | val_loss: 0.0311418 | Time: 1582.39 ms [2021-12-07 12:25:38 main:574] : INFO : Epoch 1879 | loss: 0.031133 | val_loss: 0.0311444 | Time: 1489 ms [2021-12-07 12:25:40 main:574] : INFO : Epoch 1880 | loss: 0.0311374 | val_loss: 0.0311483 | Time: 1494.88 ms [2021-12-07 12:25:41 main:574] : INFO : Epoch 1881 | loss: 0.0311363 | val_loss: 0.0311487 | Time: 1497.62 ms [2021-12-07 12:25:43 main:574] : INFO : Epoch 1882 | loss: 0.0311365 | val_loss: 0.0311475 | Time: 1505.69 ms [2021-12-07 12:25:44 main:574] : INFO : Epoch 1883 | loss: 0.0311364 | val_loss: 0.0311461 | Time: 1485.89 ms [2021-12-07 12:25:46 main:574] : INFO : Epoch 1884 | loss: 0.0311345 | val_loss: 0.0311426 | Time: 1625.29 ms [2021-12-07 12:25:47 main:574] : INFO : Epoch 1885 | loss: 0.0311339 | val_loss: 0.031142 | Time: 1507.74 ms [2021-12-07 12:25:49 main:574] : INFO : Epoch 1886 | loss: 0.0311338 | val_loss: 0.0311445 | Time: 1468.02 ms [2021-12-07 12:25:50 main:574] : INFO : Epoch 1887 | loss: 0.0311327 | val_loss: 0.0311422 | Time: 1467.24 ms [2021-12-07 12:25:52 main:574] : INFO : Epoch 1888 | loss: 0.0311318 | val_loss: 0.0311454 | Time: 1472.05 ms [2021-12-07 12:25:53 main:574] : INFO : Epoch 1889 | loss: 0.0311313 | val_loss: 0.0311458 | Time: 1474.46 ms [2021-12-07 12:25:55 main:574] : INFO : Epoch 1890 | loss: 0.0311327 | val_loss: 0.0311456 | Time: 1495.73 ms [2021-12-07 12:25:56 main:574] : INFO : Epoch 1891 | loss: 0.0311313 | val_loss: 0.0311462 | Time: 1498.61 ms [2021-12-07 12:25:58 main:574] : INFO : Epoch 1892 | loss: 0.0311315 | val_loss: 0.0311438 | Time: 1510.34 ms [2021-12-07 12:25:59 main:574] : INFO : Epoch 1893 | loss: 0.0311307 | val_loss: 0.0311439 | Time: 1489.44 ms [2021-12-07 12:26:01 main:574] : INFO : Epoch 1894 | loss: 0.0311336 | val_loss: 0.0311564 | Time: 1478.23 ms [2021-12-07 12:26:02 main:574] : INFO : Epoch 1895 | loss: 0.0311359 | val_loss: 0.0311443 | Time: 1667.48 ms [2021-12-07 12:26:04 main:574] : INFO : Epoch 1896 | loss: 0.0311301 | val_loss: 0.0311431 | Time: 1484.41 ms [2021-12-07 12:26:05 main:574] : INFO : Epoch 1897 | loss: 0.0311301 | val_loss: 0.0311435 | Time: 1489.43 ms [2021-12-07 12:26:07 main:574] : INFO : Epoch 1898 | loss: 0.031131 | val_loss: 0.0311535 | Time: 1504.16 ms [2021-12-07 12:26:08 main:574] : INFO : Epoch 1899 | loss: 0.0311336 | val_loss: 0.0311433 | Time: 1506.61 ms [2021-12-07 12:26:10 main:574] : INFO : Epoch 1900 | loss: 0.0311327 | val_loss: 0.0311487 | Time: 1491.78 ms [2021-12-07 12:26:11 main:574] : INFO : Epoch 1901 | loss: 0.0311301 | val_loss: 0.0311451 | Time: 1483.24 ms [2021-12-07 12:26:13 main:574] : INFO : Epoch 1902 | loss: 0.0311291 | val_loss: 0.0311431 | Time: 1475.28 ms [2021-12-07 12:26:14 main:574] : INFO : Epoch 1903 | loss: 0.0311296 | val_loss: 0.0311449 | Time: 1471.51 ms [2021-12-07 12:26:16 main:574] : INFO : Epoch 1904 | loss: 0.0311293 | val_loss: 0.0311444 | Time: 1464.82 ms [2021-12-07 12:26:17 main:574] : INFO : Epoch 1905 | loss: 0.0311286 | val_loss: 0.0311445 | Time: 1562.52 ms [2021-12-07 12:26:19 main:574] : INFO : Epoch 1906 | loss: 0.0311282 | val_loss: 0.0311424 | Time: 1618.5 ms [2021-12-07 12:26:20 main:574] : INFO : Epoch 1907 | loss: 0.0311299 | val_loss: 0.0311456 | Time: 1490.13 ms [2021-12-07 12:26:22 main:574] : INFO : Epoch 1908 | loss: 0.0311321 | val_loss: 0.0311458 | Time: 1489.57 ms [2021-12-07 12:26:23 main:574] : INFO : Epoch 1909 | loss: 0.03113 | val_loss: 0.0311429 | Time: 1498.71 ms [2021-12-07 12:26:25 main:574] : INFO : Epoch 1910 | loss: 0.0311294 | val_loss: 0.0311431 | Time: 1554.62 ms [2021-12-07 12:26:26 main:574] : INFO : Epoch 1911 | loss: 0.0311277 | val_loss: 0.0311514 | Time: 1481.3 ms [2021-12-07 12:26:28 main:574] : INFO : Epoch 1912 | loss: 0.0311301 | val_loss: 0.0311447 | Time: 1485.05 ms [2021-12-07 12:26:29 main:574] : INFO : Epoch 1913 | loss: 0.0311316 | val_loss: 0.0311467 | Time: 1479.11 ms [2021-12-07 12:26:31 main:574] : INFO : Epoch 1914 | loss: 0.0311325 | val_loss: 0.0311411 | Time: 1501.13 ms [2021-12-07 12:26:32 main:574] : INFO : Epoch 1915 | loss: 0.0311311 | val_loss: 0.0311425 | Time: 1460.41 ms [2021-12-07 12:26:34 main:574] : INFO : Epoch 1916 | loss: 0.031131 | val_loss: 0.0311405 | Time: 1675.14 ms [2021-12-07 12:26:35 main:574] : INFO : Epoch 1917 | loss: 0.0311313 | val_loss: 0.0311415 | Time: 1479.24 ms [2021-12-07 12:26:37 main:574] : INFO : Epoch 1918 | loss: 0.0311305 | val_loss: 0.0311425 | Time: 1482.5 ms [2021-12-07 12:26:38 main:574] : INFO : Epoch 1919 | loss: 0.031134 | val_loss: 0.0311434 | Time: 1490.76 ms [2021-12-07 12:26:40 main:574] : INFO : Epoch 1920 | loss: 0.031131 | val_loss: 0.0311434 | Time: 1504.26 ms [2021-12-07 12:26:41 main:574] : INFO : Epoch 1921 | loss: 0.0311337 | val_loss: 0.0311419 | Time: 1538.93 ms [2021-12-07 12:26:43 main:574] : INFO : Epoch 1922 | loss: 0.0311294 | val_loss: 0.0311501 | Time: 1469.7 ms [2021-12-07 12:26:44 main:574] : INFO : Epoch 1923 | loss: 0.0311371 | val_loss: 0.0311407 | Time: 1478.3 ms [2021-12-07 12:26:46 main:574] : INFO : Epoch 1924 | loss: 0.0311334 | val_loss: 0.0311439 | Time: 1522.4 ms [2021-12-07 12:26:47 main:574] : INFO : Epoch 1925 | loss: 0.0311403 | val_loss: 0.0311526 | Time: 1476.85 ms [2021-12-07 12:26:49 main:574] : INFO : Epoch 1926 | loss: 0.0311346 | val_loss: 0.0311409 | Time: 1470.46 ms [2021-12-07 12:26:51 main:574] : INFO : Epoch 1927 | loss: 0.0311286 | val_loss: 0.0311407 | Time: 1646.27 ms [2021-12-07 12:26:52 main:574] : INFO : Epoch 1928 | loss: 0.0311328 | val_loss: 0.0311415 | Time: 1475.1 ms [2021-12-07 12:26:54 main:574] : INFO : Epoch 1929 | loss: 0.031127 | val_loss: 0.0311416 | Time: 1496.77 ms [2021-12-07 12:26:55 main:574] : INFO : Epoch 1930 | loss: 0.0311277 | val_loss: 0.0311407 | Time: 1477.43 ms [2021-12-07 12:26:57 main:574] : INFO : Epoch 1931 | loss: 0.0311292 | val_loss: 0.0311408 | Time: 1509.24 ms [2021-12-07 12:26:58 main:574] : INFO : Epoch 1932 | loss: 0.0311283 | val_loss: 0.0311415 | Time: 1492.38 ms [2021-12-07 12:27:00 main:574] : INFO : Epoch 1933 | loss: 0.031127 | val_loss: 0.031141 | Time: 1504.01 ms [2021-12-07 12:27:01 main:574] : INFO : Epoch 1934 | loss: 0.0311277 | val_loss: 0.0311432 | Time: 1496.95 ms [2021-12-07 12:27:03 main:574] : INFO : Epoch 1935 | loss: 0.0311282 | val_loss: 0.031143 | Time: 1487.69 ms [2021-12-07 12:27:04 main:574] : INFO : Epoch 1936 | loss: 0.0311343 | val_loss: 0.0311479 | Time: 1470.58 ms [2021-12-07 12:27:06 main:574] : INFO : Epoch 1937 | loss: 0.0311415 | val_loss: 0.0311481 | Time: 1519.96 ms [2021-12-07 12:27:07 main:574] : INFO : Epoch 1938 | loss: 0.0311372 | val_loss: 0.031147 | Time: 1680.93 ms [2021-12-07 12:27:09 main:574] : INFO : Epoch 1939 | loss: 0.031132 | val_loss: 0.0311409 | Time: 1461 ms [2021-12-07 12:27:10 main:574] : INFO : Epoch 1940 | loss: 0.0311327 | val_loss: 0.0311416 | Time: 1491.11 ms [2021-12-07 12:27:12 main:574] : INFO : Epoch 1941 | loss: 0.0311304 | val_loss: 0.0311402 | Time: 1467.83 ms [2021-12-07 12:27:13 main:574] : INFO : Epoch 1942 | loss: 0.0311293 | val_loss: 0.0311552 | Time: 1483.23 ms [2021-12-07 12:27:15 main:574] : INFO : Epoch 1943 | loss: 0.0311327 | val_loss: 0.031144 | Time: 1557.83 ms [2021-12-07 12:27:16 main:574] : INFO : Epoch 1944 | loss: 0.0311316 | val_loss: 0.0311492 | Time: 1492.02 ms [2021-12-07 12:27:18 main:574] : INFO : Epoch 1945 | loss: 0.0311331 | val_loss: 0.0311491 | Time: 1549.71 ms [2021-12-07 12:27:19 main:574] : INFO : Epoch 1946 | loss: 0.03114 | val_loss: 0.0311497 | Time: 1508.69 ms [2021-12-07 12:27:21 main:574] : INFO : Epoch 1947 | loss: 0.0311324 | val_loss: 0.0311457 | Time: 1499.29 ms [2021-12-07 12:27:22 main:574] : INFO : Epoch 1948 | loss: 0.0311302 | val_loss: 0.0311457 | Time: 1565.17 ms [2021-12-07 12:27:24 main:574] : INFO : Epoch 1949 | loss: 0.03113 | val_loss: 0.0311518 | Time: 1579.63 ms [2021-12-07 12:27:25 main:574] : INFO : Epoch 1950 | loss: 0.0311311 | val_loss: 0.0311544 | Time: 1470.49 ms [2021-12-07 12:27:27 main:574] : INFO : Epoch 1951 | loss: 0.0311312 | val_loss: 0.0311444 | Time: 1474.7 ms [2021-12-07 12:27:28 main:574] : INFO : Epoch 1952 | loss: 0.0311315 | val_loss: 0.0311442 | Time: 1520.46 ms [2021-12-07 12:27:30 main:574] : INFO : Epoch 1953 | loss: 0.0311294 | val_loss: 0.0311423 | Time: 1538.86 ms [2021-12-07 12:27:41 main:574] : INFO : Epoch 1954 | loss: 0.0311293 | val_loss: 0.0311428 | Time: 11502.5 ms [2021-12-07 12:27:43 main:574] : INFO : Epoch 1955 | loss: 0.0311339 | val_loss: 0.0311438 | Time: 1475.29 ms [2021-12-07 12:27:44 main:574] : INFO : Epoch 1956 | loss: 0.0311353 | val_loss: 0.0311486 | Time: 1484.74 ms [2021-12-07 12:27:46 main:574] : INFO : Epoch 1957 | loss: 0.0311344 | val_loss: 0.0311442 | Time: 1494.83 ms [2021-12-07 12:27:47 main:574] : INFO : Epoch 1958 | loss: 0.0311316 | val_loss: 0.0311425 | Time: 1497.72 ms [2021-12-07 12:27:49 main:574] : INFO : Epoch 1959 | loss: 0.0311332 | val_loss: 0.0311423 | Time: 1497.33 ms [2021-12-07 12:27:50 main:574] : INFO : Epoch 1960 | loss: 0.0311338 | val_loss: 0.0311541 | Time: 1490.22 ms [2021-12-07 12:27:52 main:574] : INFO : Epoch 1961 | loss: 0.0311341 | val_loss: 0.0311433 | Time: 1470.63 ms [2021-12-07 12:27:53 main:574] : INFO : Epoch 1962 | loss: 0.0311299 | val_loss: 0.0311433 | Time: 1482.35 ms [2021-12-07 12:27:55 main:574] : INFO : Epoch 1963 | loss: 0.03113 | val_loss: 0.0311413 | Time: 1690.32 ms [2021-12-07 12:27:57 main:574] : INFO : Epoch 1964 | loss: 0.0311318 | val_loss: 0.0311482 | Time: 1467.8 ms [2021-12-07 12:27:58 main:574] : INFO : Epoch 1965 | loss: 0.0311316 | val_loss: 0.0311392 | Time: 1460.27 ms [2021-12-07 12:27:59 main:574] : INFO : Epoch 1966 | loss: 0.0311296 | val_loss: 0.0311416 | Time: 1465.91 ms [2021-12-07 12:28:11 main:574] : INFO : Epoch 1967 | loss: 0.0311357 | val_loss: 0.0311408 | Time: 11636.9 ms [2021-12-07 12:28:13 main:574] : INFO : Epoch 1968 | loss: 0.0311354 | val_loss: 0.0311454 | Time: 1467.88 ms [2021-12-07 12:28:14 main:574] : INFO : Epoch 1969 | loss: 0.0311339 | val_loss: 0.03114 | Time: 1477.57 ms [2021-12-07 12:28:16 main:574] : INFO : Epoch 1970 | loss: 0.0311294 | val_loss: 0.0311413 | Time: 1497.16 ms [2021-12-07 12:28:17 main:574] : INFO : Epoch 1971 | loss: 0.0311311 | val_loss: 0.031141 | Time: 1494.59 ms [2021-12-07 12:28:19 main:574] : INFO : Epoch 1972 | loss: 0.0311297 | val_loss: 0.0311422 | Time: 1479.96 ms [2021-12-07 12:28:20 main:574] : INFO : Epoch 1973 | loss: 0.031128 | val_loss: 0.0311426 | Time: 1478.04 ms [2021-12-07 12:28:22 main:574] : INFO : Epoch 1974 | loss: 0.0311288 | val_loss: 0.0311402 | Time: 1468.08 ms [2021-12-07 12:28:23 main:574] : INFO : Epoch 1975 | loss: 0.0311294 | val_loss: 0.0311401 | Time: 1483.84 ms [2021-12-07 12:28:24 main:574] : INFO : Epoch 1976 | loss: 0.0311287 | val_loss: 0.0311412 | Time: 1472.54 ms [2021-12-07 12:28:26 main:574] : INFO : Epoch 1977 | loss: 0.0311262 | val_loss: 0.0311409 | Time: 1595.09 ms [2021-12-07 12:28:28 main:574] : INFO : Epoch 1978 | loss: 0.0311258 | val_loss: 0.0311407 | Time: 1588.12 ms [2021-12-07 12:28:29 main:574] : INFO : Epoch 1979 | loss: 0.0311257 | val_loss: 0.0311392 | Time: 1479.67 ms [2021-12-07 12:28:31 main:574] : INFO : Epoch 1980 | loss: 0.0311265 | val_loss: 0.0311416 | Time: 1519.91 ms [2021-12-07 12:28:32 main:574] : INFO : Epoch 1981 | loss: 0.031127 | val_loss: 0.0311407 | Time: 1467.24 ms [2021-12-07 12:28:34 main:574] : INFO : Epoch 1982 | loss: 0.0311278 | val_loss: 0.0311399 | Time: 1469.61 ms [2021-12-07 12:28:35 main:574] : INFO : Epoch 1983 | loss: 0.0311266 | val_loss: 0.0311409 | Time: 1510.63 ms [2021-12-07 12:28:37 main:574] : INFO : Epoch 1984 | loss: 0.031128 | val_loss: 0.0311389 | Time: 1481.04 ms [2021-12-07 12:28:38 main:574] : INFO : Epoch 1985 | loss: 0.0311263 | val_loss: 0.0311382 | Time: 1462.1 ms [2021-12-07 12:28:40 main:574] : INFO : Epoch 1986 | loss: 0.0311289 | val_loss: 0.0311394 | Time: 1482.63 ms [2021-12-07 12:28:41 main:574] : INFO : Epoch 1987 | loss: 0.0311265 | val_loss: 0.0311409 | Time: 1466.27 ms [2021-12-07 12:28:43 main:574] : INFO : Epoch 1988 | loss: 0.0311256 | val_loss: 0.031139 | Time: 1692.45 ms [2021-12-07 12:28:44 main:574] : INFO : Epoch 1989 | loss: 0.031129 | val_loss: 0.0311444 | Time: 1521.25 ms [2021-12-07 12:28:46 main:574] : INFO : Epoch 1990 | loss: 0.0311269 | val_loss: 0.0311394 | Time: 1505.95 ms [2021-12-07 12:28:47 main:574] : INFO : Epoch 1991 | loss: 0.0311249 | val_loss: 0.0311449 | Time: 1623.21 ms [2021-12-07 12:28:49 main:574] : INFO : Epoch 1992 | loss: 0.0311264 | val_loss: 0.0311408 | Time: 1487.45 ms [2021-12-07 12:28:50 main:574] : INFO : Epoch 1993 | loss: 0.0311254 | val_loss: 0.0311394 | Time: 1482.25 ms [2021-12-07 12:28:52 main:574] : INFO : Epoch 1994 | loss: 0.0311249 | val_loss: 0.0311379 | Time: 1475.53 ms [2021-12-07 12:28:53 main:574] : INFO : Epoch 1995 | loss: 0.031125 | val_loss: 0.0311397 | Time: 1465.19 ms [2021-12-07 12:28:55 main:574] : INFO : Epoch 1996 | loss: 0.0311266 | val_loss: 0.0311401 | Time: 1479.69 ms [2021-12-07 12:28:56 main:574] : INFO : Epoch 1997 | loss: 0.0311269 | val_loss: 0.031145 | Time: 1516.61 ms [2021-12-07 12:28:58 main:574] : INFO : Epoch 1998 | loss: 0.0311289 | val_loss: 0.0311451 | Time: 1498.59 ms [2021-12-07 12:29:00 main:574] : INFO : Epoch 1999 | loss: 0.031127 | val_loss: 0.0311385 | Time: 1693.67 ms [2021-12-07 12:29:01 main:574] : INFO : Epoch 2000 | loss: 0.0311245 | val_loss: 0.0311424 | Time: 1482.6 ms [2021-12-07 12:29:03 main:574] : INFO : Epoch 2001 | loss: 0.0311258 | val_loss: 0.0311438 | Time: 1491.03 ms [2021-12-07 12:29:04 main:574] : INFO : Epoch 2002 | loss: 0.0311264 | val_loss: 0.0311372 | Time: 1515.8 ms [2021-12-07 12:29:05 main:574] : INFO : Epoch 2003 | loss: 0.0311254 | val_loss: 0.0311371 | Time: 1461.76 ms [2021-12-07 12:29:07 main:574] : INFO : Epoch 2004 | loss: 0.0311251 | val_loss: 0.0311378 | Time: 1466.75 ms [2021-12-07 12:29:08 main:574] : INFO : Epoch 2005 | loss: 0.0311245 | val_loss: 0.0311361 | Time: 1478.38 ms [2021-12-07 12:29:10 main:574] : INFO : Epoch 2006 | loss: 0.0311263 | val_loss: 0.0311564 | Time: 1479.64 ms [2021-12-07 12:29:11 main:574] : INFO : Epoch 2007 | loss: 0.0311411 | val_loss: 0.0311536 | Time: 1475.79 ms [2021-12-07 12:29:13 main:574] : INFO : Epoch 2008 | loss: 0.0311353 | val_loss: 0.0311436 | Time: 1484.95 ms [2021-12-07 12:29:14 main:574] : INFO : Epoch 2009 | loss: 0.0311268 | val_loss: 0.031138 | Time: 1501.25 ms [2021-12-07 12:29:16 main:574] : INFO : Epoch 2010 | loss: 0.0311263 | val_loss: 0.0311375 | Time: 1753.84 ms [2021-12-07 12:29:18 main:574] : INFO : Epoch 2011 | loss: 0.031126 | val_loss: 0.0311354 | Time: 1507.08 ms [2021-12-07 12:29:19 main:574] : INFO : Epoch 2012 | loss: 0.0311246 | val_loss: 0.0311362 | Time: 1478.47 ms [2021-12-07 12:29:21 main:574] : INFO : Epoch 2013 | loss: 0.0311236 | val_loss: 0.0311364 | Time: 1477.49 ms [2021-12-07 12:29:22 main:574] : INFO : Epoch 2014 | loss: 0.0311237 | val_loss: 0.0311359 | Time: 1523 ms [2021-12-07 12:29:24 main:574] : INFO : Epoch 2015 | loss: 0.0311243 | val_loss: 0.0311364 | Time: 1460.2 ms [2021-12-07 12:29:25 main:574] : INFO : Epoch 2016 | loss: 0.0311256 | val_loss: 0.0311398 | Time: 1464.24 ms [2021-12-07 12:29:27 main:574] : INFO : Epoch 2017 | loss: 0.0311246 | val_loss: 0.031139 | Time: 1463.7 ms [2021-12-07 12:29:28 main:574] : INFO : Epoch 2018 | loss: 0.0311277 | val_loss: 0.0311391 | Time: 1479.46 ms [2021-12-07 12:29:30 main:574] : INFO : Epoch 2019 | loss: 0.0311305 | val_loss: 0.0311457 | Time: 1474.87 ms [2021-12-07 12:29:31 main:574] : INFO : Epoch 2020 | loss: 0.0311324 | val_loss: 0.0311489 | Time: 1576.87 ms [2021-12-07 12:29:33 main:574] : INFO : Epoch 2021 | loss: 0.0311331 | val_loss: 0.0311456 | Time: 1674.13 ms [2021-12-07 12:29:34 main:574] : INFO : Epoch 2022 | loss: 0.0311292 | val_loss: 0.0311376 | Time: 1476.66 ms [2021-12-07 12:29:36 main:574] : INFO : Epoch 2023 | loss: 0.0311244 | val_loss: 0.0311402 | Time: 1471.22 ms [2021-12-07 12:29:37 main:574] : INFO : Epoch 2024 | loss: 0.0311261 | val_loss: 0.031137 | Time: 1539.37 ms [2021-12-07 12:29:39 main:574] : INFO : Epoch 2025 | loss: 0.0311236 | val_loss: 0.031138 | Time: 1467.74 ms [2021-12-07 12:29:40 main:574] : INFO : Epoch 2026 | loss: 0.0311259 | val_loss: 0.0311389 | Time: 1464.75 ms [2021-12-07 12:29:42 main:574] : INFO : Epoch 2027 | loss: 0.0311276 | val_loss: 0.03114 | Time: 1507.77 ms [2021-12-07 12:29:43 main:574] : INFO : Epoch 2028 | loss: 0.0311245 | val_loss: 0.0311379 | Time: 1494.99 ms [2021-12-07 12:29:45 main:574] : INFO : Epoch 2029 | loss: 0.0311251 | val_loss: 0.0311518 | Time: 1480.92 ms [2021-12-07 12:29:46 main:574] : INFO : Epoch 2030 | loss: 0.0311292 | val_loss: 0.0311455 | Time: 1512.98 ms [2021-12-07 12:29:48 main:574] : INFO : Epoch 2031 | loss: 0.031126 | val_loss: 0.0311369 | Time: 1610.7 ms [2021-12-07 12:29:49 main:574] : INFO : Epoch 2032 | loss: 0.0311245 | val_loss: 0.0311367 | Time: 1545.08 ms [2021-12-07 12:29:51 main:574] : INFO : Epoch 2033 | loss: 0.0311248 | val_loss: 0.0311397 | Time: 1492.67 ms [2021-12-07 12:29:52 main:574] : INFO : Epoch 2034 | loss: 0.0311224 | val_loss: 0.0311362 | Time: 1458.75 ms [2021-12-07 12:29:54 main:574] : INFO : Epoch 2035 | loss: 0.0311265 | val_loss: 0.0311378 | Time: 1472.68 ms [2021-12-07 12:29:55 main:574] : INFO : Epoch 2036 | loss: 0.031126 | val_loss: 0.0311429 | Time: 1464.82 ms [2021-12-07 12:29:57 main:574] : INFO : Epoch 2037 | loss: 0.0311283 | val_loss: 0.0311401 | Time: 1463.59 ms [2021-12-07 12:29:58 main:574] : INFO : Epoch 2038 | loss: 0.0311281 | val_loss: 0.0311395 | Time: 1541.31 ms [2021-12-07 12:30:00 main:574] : INFO : Epoch 2039 | loss: 0.0311236 | val_loss: 0.0311356 | Time: 1484.49 ms [2021-12-07 12:30:01 main:574] : INFO : Epoch 2040 | loss: 0.0311239 | val_loss: 0.0311363 | Time: 1479.58 ms [2021-12-07 12:30:03 main:574] : INFO : Epoch 2041 | loss: 0.0311262 | val_loss: 0.0311382 | Time: 1474.92 ms [2021-12-07 12:30:04 main:574] : INFO : Epoch 2042 | loss: 0.0311281 | val_loss: 0.0311358 | Time: 1631.13 ms [2021-12-07 12:30:06 main:574] : INFO : Epoch 2043 | loss: 0.031126 | val_loss: 0.0311378 | Time: 1501.95 ms [2021-12-07 12:30:07 main:574] : INFO : Epoch 2044 | loss: 0.0311253 | val_loss: 0.0311367 | Time: 1467.96 ms [2021-12-07 12:30:09 main:574] : INFO : Epoch 2045 | loss: 0.0311257 | val_loss: 0.0311379 | Time: 1462.21 ms [2021-12-07 12:30:10 main:574] : INFO : Epoch 2046 | loss: 0.0311245 | val_loss: 0.0311346 | Time: 1480.86 ms [2021-12-07 12:30:12 main:574] : INFO : Epoch 2047 | loss: 0.0311232 | val_loss: 0.0311351 | Time: 1488.96 ms [2021-12-07 12:30:23 main:574] : INFO : Epoch 2048 | loss: 0.0311242 | val_loss: 0.0311344 | Time: 11590 ms [2021-12-07 12:30:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311344 [2021-12-07 12:30:23 main:603] : INFO : Saving end state to config to file [2021-12-07 12:30:23 main:608] : INFO : Success, exiting.. 12:30:23 (23148): 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)