Task 14622489
| Name | ParityModified-1647046410-31374-3-0_0 |
| Workunit | 11639501 |
| Created | 16 Apr 2022, 22:25:32 UTC |
| Sent | 16 Apr 2022, 22:25:52 UTC |
| Report deadline | 24 Apr 2022, 22:25:52 UTC |
| Received | 23 Apr 2022, 17:52:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 31 sec |
| CPU time | 47 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> loss: 0.000218565 | val_loss: 0.000151931 | Time: 1396.87 ms [2022-04-24 03:40:23 main:574] : INFO : Epoch 1558 | loss: 0.000114666 | val_loss: 0.000101948 | Time: 1384.99 ms [2022-04-24 03:40:24 main:574] : INFO : Epoch 1559 | loss: 9.43106e-05 | val_loss: 9.60173e-05 | Time: 1413.95 ms [2022-04-24 03:40:26 main:574] : INFO : Epoch 1560 | loss: 9.06985e-05 | val_loss: 9.45806e-05 | Time: 1380.16 ms [2022-04-24 03:40:27 main:574] : INFO : Epoch 1561 | loss: 8.91362e-05 | val_loss: 9.66877e-05 | Time: 1402.4 ms [2022-04-24 03:40:29 main:574] : INFO : Epoch 1562 | loss: 9.34589e-05 | val_loss: 9.34943e-05 | Time: 1398.69 ms [2022-04-24 03:40:30 main:574] : INFO : Epoch 1563 | loss: 9.6329e-05 | val_loss: 9.60574e-05 | Time: 1415.36 ms [2022-04-24 03:40:31 main:574] : INFO : Epoch 1564 | loss: 9.24711e-05 | val_loss: 0.000102301 | Time: 1399.7 ms [2022-04-24 03:40:33 main:574] : INFO : Epoch 1565 | loss: 0.000134306 | val_loss: 0.000127051 | Time: 1417.14 ms [2022-04-24 03:40:34 main:574] : INFO : Epoch 1566 | loss: 0.000130516 | val_loss: 0.000103291 | Time: 1408.58 ms [2022-04-24 03:40:36 main:574] : INFO : Epoch 1567 | loss: 9.6784e-05 | val_loss: 0.000101552 | Time: 1422.8 ms [2022-04-24 03:40:37 main:574] : INFO : Epoch 1568 | loss: 9.55453e-05 | val_loss: 0.000101621 | Time: 1397.64 ms [2022-04-24 03:40:39 main:574] : INFO : Epoch 1569 | loss: 8.76645e-05 | val_loss: 9.13519e-05 | Time: 1395.17 ms [2022-04-24 03:40:40 main:574] : INFO : Epoch 1570 | loss: 8.37836e-05 | val_loss: 8.7546e-05 | Time: 1419.91 ms [2022-04-24 03:40:41 main:574] : INFO : Epoch 1571 | loss: 8.33735e-05 | val_loss: 8.71673e-05 | Time: 1425.73 ms [2022-04-24 03:40:43 main:574] : INFO : Epoch 1572 | loss: 8.44762e-05 | val_loss: 8.74377e-05 | Time: 1432.45 ms [2022-04-24 03:40:44 main:574] : INFO : Epoch 1573 | loss: 9.02215e-05 | val_loss: 8.91228e-05 | Time: 1390.04 ms [2022-04-24 03:40:46 main:574] : INFO : Epoch 1574 | loss: 8.39208e-05 | val_loss: 8.77466e-05 | Time: 1425.06 ms [2022-04-24 03:40:47 main:574] : INFO : Epoch 1575 | loss: 8.16346e-05 | val_loss: 8.70188e-05 | Time: 1371.22 ms [2022-04-24 03:40:49 main:574] : INFO : Epoch 1576 | loss: 8.23957e-05 | val_loss: 9.00574e-05 | Time: 1423.73 ms [2022-04-24 03:40:50 main:574] : INFO : Epoch 1577 | loss: 8.51947e-05 | val_loss: 8.95958e-05 | Time: 1391.99 ms [2022-04-24 03:40:51 main:574] : INFO : Epoch 1578 | loss: 8.53069e-05 | val_loss: 8.95427e-05 | Time: 1413.35 ms [2022-04-24 03:40:53 main:574] : INFO : Epoch 1579 | loss: 8.46569e-05 | val_loss: 9.35346e-05 | Time: 1375.55 ms [2022-04-24 03:40:54 main:574] : INFO : Epoch 1580 | loss: 8.23231e-05 | val_loss: 8.4159e-05 | Time: 1392.24 ms [2022-04-24 03:40:56 main:574] : INFO : Epoch 1581 | loss: 8.79952e-05 | val_loss: 9.09876e-05 | Time: 1402.81 ms [2022-04-24 03:40:57 main:574] : INFO : Epoch 1582 | loss: 8.46934e-05 | val_loss: 8.68627e-05 | Time: 1416.2 ms [2022-04-24 03:40:58 main:574] : INFO : Epoch 1583 | loss: 8.00507e-05 | val_loss: 8.21241e-05 | Time: 1403.65 ms [2022-04-24 03:41:00 main:574] : INFO : Epoch 1584 | loss: 7.33691e-05 | val_loss: 7.92999e-05 | Time: 1401.57 ms [2022-04-24 03:41:01 main:574] : INFO : Epoch 1585 | loss: 7.46239e-05 | val_loss: 8.0205e-05 | Time: 1384.66 ms [2022-04-24 03:41:03 main:574] : INFO : Epoch 1586 | loss: 7.07657e-05 | val_loss: 7.26316e-05 | Time: 1404.09 ms [2022-04-24 03:41:04 main:574] : INFO : Epoch 1587 | loss: 7.31254e-05 | val_loss: 7.62577e-05 | Time: 1396.34 ms [2022-04-24 03:41:05 main:574] : INFO : Epoch 1588 | loss: 6.93092e-05 | val_loss: 7.39414e-05 | Time: 1406.52 ms [2022-04-24 03:41:07 main:574] : INFO : Epoch 1589 | loss: 6.80238e-05 | val_loss: 7.72372e-05 | Time: 1394.82 ms [2022-04-24 03:41:08 main:574] : INFO : Epoch 1590 | loss: 7.3097e-05 | val_loss: 8.15755e-05 | Time: 1419.4 ms [2022-04-24 03:41:10 main:574] : INFO : Epoch 1591 | loss: 6.99645e-05 | val_loss: 7.24598e-05 | Time: 1406.43 ms [2022-04-24 03:41:11 main:574] : INFO : Epoch 1592 | loss: 6.5469e-05 | val_loss: 6.99437e-05 | Time: 1413.76 ms [2022-04-24 03:41:13 main:574] : INFO : Epoch 1593 | loss: 6.43227e-05 | val_loss: 6.67255e-05 | Time: 1398.96 ms [2022-04-24 03:41:14 main:574] : INFO : Epoch 1594 | loss: 6.34111e-05 | val_loss: 6.8316e-05 | Time: 1406.49 ms [2022-04-24 03:41:15 main:574] : INFO : Epoch 1595 | loss: 6.33605e-05 | val_loss: 6.85139e-05 | Time: 1392.28 ms [2022-04-24 03:41:17 main:574] : INFO : Epoch 1596 | loss: 6.21104e-05 | val_loss: 6.67143e-05 | Time: 1415.95 ms [2022-04-24 03:41:18 main:574] : INFO : Epoch 1597 | loss: 6.13402e-05 | val_loss: 6.78581e-05 | Time: 1382.61 ms [2022-04-24 03:41:20 main:574] : INFO : Epoch 1598 | loss: 6.38292e-05 | val_loss: 6.93969e-05 | Time: 1397.21 ms [2022-04-24 03:41:21 main:574] : INFO : Epoch 1599 | loss: 6.61929e-05 | val_loss: 7.82162e-05 | Time: 1405.68 ms [2022-04-24 03:41:22 main:574] : INFO : Epoch 1600 | loss: 6.60953e-05 | val_loss: 6.46092e-05 | Time: 1426.41 ms [2022-04-24 03:41:24 main:574] : INFO : Epoch 1601 | loss: 6.3544e-05 | val_loss: 7.60755e-05 | Time: 1407.1 ms [2022-04-24 03:41:25 main:574] : INFO : Epoch 1602 | loss: 9.69225e-05 | val_loss: 9.13796e-05 | Time: 1384.77 ms [2022-04-24 03:41:27 main:574] : INFO : Epoch 1603 | loss: 7.8747e-05 | val_loss: 7.86904e-05 | Time: 1392.74 ms [2022-04-24 03:41:28 main:574] : INFO : Epoch 1604 | loss: 0.000106688 | val_loss: 0.000107869 | Time: 1391.2 ms [2022-04-24 03:41:30 main:574] : INFO : Epoch 1605 | loss: 8.93974e-05 | val_loss: 0.00010596 | Time: 1379.11 ms [2022-04-24 03:41:31 main:574] : INFO : Epoch 1606 | loss: 8.31277e-05 | val_loss: 7.67699e-05 | Time: 1406.16 ms [2022-04-24 03:41:32 main:574] : INFO : Epoch 1607 | loss: 7.08937e-05 | val_loss: 7.60417e-05 | Time: 1452.8 ms [2022-04-24 03:41:34 main:574] : INFO : Epoch 1608 | loss: 6.84333e-05 | val_loss: 7.54559e-05 | Time: 1379.91 ms [2022-04-24 03:41:35 main:574] : INFO : Epoch 1609 | loss: 9.08051e-05 | val_loss: 9.76389e-05 | Time: 1396.49 ms [2022-04-24 03:41:37 main:574] : INFO : Epoch 1610 | loss: 7.85639e-05 | val_loss: 6.85749e-05 | Time: 1373.43 ms [2022-04-24 03:41:38 main:574] : INFO : Epoch 1611 | loss: 6.69124e-05 | val_loss: 6.82222e-05 | Time: 1380.15 ms [2022-04-24 03:41:39 main:574] : INFO : Epoch 1612 | loss: 6.66909e-05 | val_loss: 7.09818e-05 | Time: 1402.09 ms [2022-04-24 03:41:41 main:574] : INFO : Epoch 1613 | loss: 7.45654e-05 | val_loss: 6.73688e-05 | Time: 1421.46 ms [2022-04-24 03:41:42 main:574] : INFO : Epoch 1614 | loss: 6.38789e-05 | val_loss: 6.85911e-05 | Time: 1529.21 ms [2022-04-24 03:41:44 main:574] : INFO : Epoch 1615 | loss: 6.63589e-05 | val_loss: 7.31798e-05 | Time: 1451.46 ms [2022-04-24 03:41:45 main:574] : INFO : Epoch 1616 | loss: 9.89566e-05 | val_loss: 8.69245e-05 | Time: 1401.64 ms [2022-04-24 03:41:47 main:574] : INFO : Epoch 1617 | loss: 7.63964e-05 | val_loss: 7.63458e-05 | Time: 1395.59 ms [2022-04-24 03:41:48 main:574] : INFO : Epoch 1618 | loss: 6.88567e-05 | val_loss: 6.9745e-05 | Time: 1400.01 ms [2022-04-24 03:41:49 main:574] : INFO : Epoch 1619 | loss: 6.56759e-05 | val_loss: 7.18289e-05 | Time: 1396.89 ms [2022-04-24 03:41:51 main:574] : INFO : Epoch 1620 | loss: 7.18037e-05 | val_loss: 7.25128e-05 | Time: 1415.61 ms [2022-04-24 03:41:52 main:574] : INFO : Epoch 1621 | loss: 9.3422e-05 | val_loss: 8.34732e-05 | Time: 1422.47 ms [2022-04-24 03:41:54 main:574] : INFO : Epoch 1622 | loss: 8.6432e-05 | val_loss: 8.14783e-05 | Time: 1387.96 ms [2022-04-24 03:41:55 main:574] : INFO : Epoch 1623 | loss: 7.28923e-05 | val_loss: 7.0284e-05 | Time: 1420.43 ms [2022-04-24 03:41:57 main:574] : INFO : Epoch 1624 | loss: 7.15546e-05 | val_loss: 7.1814e-05 | Time: 1389.07 ms [2022-04-24 03:41:58 main:574] : INFO : Epoch 1625 | loss: 6.82849e-05 | val_loss: 7.0032e-05 | Time: 1438.15 ms [2022-04-24 03:41:59 main:574] : INFO : Epoch 1626 | loss: 6.48477e-05 | val_loss: 6.45167e-05 | Time: 1406.8 ms [2022-04-24 03:42:01 main:574] : INFO : Epoch 1627 | loss: 7.97337e-05 | val_loss: 8.0969e-05 | Time: 1416.82 ms [2022-04-24 03:42:02 main:574] : INFO : Epoch 1628 | loss: 8.11638e-05 | val_loss: 8.58225e-05 | Time: 1390 ms [2022-04-24 03:42:04 main:574] : INFO : Epoch 1629 | loss: 8.26169e-05 | val_loss: 7.16947e-05 | Time: 1411.41 ms [2022-04-24 03:42:05 main:574] : INFO : Epoch 1630 | loss: 6.68303e-05 | val_loss: 6.90061e-05 | Time: 1382.74 ms [2022-04-24 03:42:06 main:574] : INFO : Epoch 1631 | loss: 7.34273e-05 | val_loss: 7.94298e-05 | Time: 1404.77 ms [2022-04-24 03:42:08 main:574] : INFO : Epoch 1632 | loss: 7.11609e-05 | val_loss: 7.0095e-05 | Time: 1383.61 ms [2022-04-24 03:42:09 main:574] : INFO : Epoch 1633 | loss: 6.44255e-05 | val_loss: 6.60607e-05 | Time: 1414.82 ms [2022-04-24 03:42:11 main:574] : INFO : Epoch 1634 | loss: 6.35651e-05 | val_loss: 7.3085e-05 | Time: 1403.97 ms [2022-04-24 03:42:12 main:574] : INFO : Epoch 1635 | loss: 6.95191e-05 | val_loss: 7.01449e-05 | Time: 1385.96 ms [2022-04-24 03:42:13 main:574] : INFO : Epoch 1636 | loss: 6.74419e-05 | val_loss: 6.67199e-05 | Time: 1406.87 ms [2022-04-24 03:42:15 main:574] : INFO : Epoch 1637 | loss: 6.23011e-05 | val_loss: 6.64811e-05 | Time: 1380.74 ms [2022-04-24 03:42:16 main:574] : INFO : Epoch 1638 | loss: 7.05468e-05 | val_loss: 7.58378e-05 | Time: 1391.16 ms [2022-04-24 03:42:18 main:574] : INFO : Epoch 1639 | loss: 7.05172e-05 | val_loss: 7.06193e-05 | Time: 1408.88 ms [2022-04-24 03:42:19 main:574] : INFO : Epoch 1640 | loss: 7.57565e-05 | val_loss: 8.54054e-05 | Time: 1386.19 ms [2022-04-24 03:42:21 main:574] : INFO : Epoch 1641 | loss: 6.62098e-05 | val_loss: 6.37027e-05 | Time: 1406.68 ms [2022-04-24 03:42:22 main:574] : INFO : Epoch 1642 | loss: 6.43667e-05 | val_loss: 6.88292e-05 | Time: 1406.13 ms [2022-04-24 03:42:23 main:574] : INFO : Epoch 1643 | loss: 6.37633e-05 | val_loss: 6.45284e-05 | Time: 1387.52 ms [2022-04-24 03:42:25 main:574] : INFO : Epoch 1644 | loss: 6.4707e-05 | val_loss: 6.62403e-05 | Time: 1406.43 ms [2022-04-24 03:42:26 main:574] : INFO : Epoch 1645 | loss: 6.67152e-05 | val_loss: 8.05087e-05 | Time: 1421.19 ms [2022-04-24 03:42:28 main:574] : INFO : Epoch 1646 | loss: 7.22022e-05 | val_loss: 7.19752e-05 | Time: 1390.6 ms [2022-04-24 03:42:29 main:574] : INFO : Epoch 1647 | loss: 6.55463e-05 | val_loss: 6.53957e-05 | Time: 1411.7 ms [2022-04-24 03:42:30 main:574] : INFO : Epoch 1648 | loss: 0.000102456 | val_loss: 9.759e-05 | Time: 1395.73 ms [2022-04-24 03:42:32 main:574] : INFO : Epoch 1649 | loss: 8.11119e-05 | val_loss: 7.53218e-05 | Time: 1400.44 ms [2022-04-24 03:42:33 main:574] : INFO : Epoch 1650 | loss: 6.82348e-05 | val_loss: 7.10683e-05 | Time: 1400.1 ms [2022-04-24 03:42:35 main:574] : INFO : Epoch 1651 | loss: 6.48643e-05 | val_loss: 6.81096e-05 | Time: 1399.54 ms [2022-04-24 03:42:36 main:574] : INFO : Epoch 1652 | loss: 6.28363e-05 | val_loss: 6.88264e-05 | Time: 1401.25 ms [2022-04-24 03:42:37 main:574] : INFO : Epoch 1653 | loss: 6.64497e-05 | val_loss: 7.37713e-05 | Time: 1398.87 ms [2022-04-24 03:42:39 main:574] : INFO : Epoch 1654 | loss: 6.86472e-05 | val_loss: 6.73292e-05 | Time: 1422.77 ms [2022-04-24 03:42:40 main:574] : INFO : Epoch 1655 | loss: 6.50083e-05 | val_loss: 7.29421e-05 | Time: 1408.39 ms [2022-04-24 03:42:42 main:574] : INFO : Epoch 1656 | loss: 7.03174e-05 | val_loss: 7.03483e-05 | Time: 1418.5 ms [2022-04-24 03:42:43 main:574] : INFO : Epoch 1657 | loss: 6.35899e-05 | val_loss: 6.41337e-05 | Time: 1416.32 ms [2022-04-24 03:42:45 main:574] : INFO : Epoch 1658 | loss: 5.96224e-05 | val_loss: 6.24834e-05 | Time: 1401.86 ms [2022-04-24 03:42:46 main:574] : INFO : Epoch 1659 | loss: 5.87714e-05 | val_loss: 7.27859e-05 | Time: 1399.88 ms [2022-04-24 03:42:47 main:574] : INFO : Epoch 1660 | loss: 7.07046e-05 | val_loss: 6.64996e-05 | Time: 1375.59 ms [2022-04-24 03:42:49 main:574] : INFO : Epoch 1661 | loss: 0.0092564 | val_loss: 0.0104661 | Time: 1382.76 ms [2022-04-24 03:42:50 main:574] : INFO : Epoch 1662 | loss: 0.00633868 | val_loss: 0.00279865 | Time: 1400.35 ms [2022-04-24 03:42:52 main:574] : INFO : Epoch 1663 | loss: 0.00173418 | val_loss: 0.00100899 | Time: 1412.14 ms [2022-04-24 03:42:53 main:574] : INFO : Epoch 1664 | loss: 0.000817715 | val_loss: 0.000668363 | Time: 1414.3 ms [2022-04-24 03:42:54 main:574] : INFO : Epoch 1665 | loss: 0.000545212 | val_loss: 0.000453834 | Time: 1417.27 ms [2022-04-24 03:42:56 main:574] : INFO : Epoch 1666 | loss: 0.000422114 | val_loss: 0.000388364 | Time: 1428.91 ms [2022-04-24 03:42:57 main:574] : INFO : Epoch 1667 | loss: 0.000369054 | val_loss: 0.000367148 | Time: 1396.43 ms [2022-04-24 03:42:59 main:574] : INFO : Epoch 1668 | loss: 0.000341894 | val_loss: 0.000307463 | Time: 1395.01 ms [2022-04-24 03:43:00 main:574] : INFO : Epoch 1669 | loss: 0.000279704 | val_loss: 0.000258704 | Time: 1425.75 ms [2022-04-24 03:43:02 main:574] : INFO : Epoch 1670 | loss: 0.000243641 | val_loss: 0.000231276 | Time: 1471.74 ms [2022-04-24 03:43:03 main:574] : INFO : Epoch 1671 | loss: 0.000231669 | val_loss: 0.000223479 | Time: 1444.13 ms [2022-04-24 03:43:05 main:574] : INFO : Epoch 1672 | loss: 0.000216292 | val_loss: 0.000207515 | Time: 1453.45 ms [2022-04-24 03:43:06 main:574] : INFO : Epoch 1673 | loss: 0.000187974 | val_loss: 0.000184922 | Time: 1381.94 ms [2022-04-24 03:43:07 main:574] : INFO : Epoch 1674 | loss: 0.000171182 | val_loss: 0.000168067 | Time: 1413.9 ms [2022-04-24 03:43:09 main:574] : INFO : Epoch 1675 | loss: 0.000155523 | val_loss: 0.000159954 | Time: 1412.57 ms [2022-04-24 03:43:10 main:574] : INFO : Epoch 1676 | loss: 0.000152377 | val_loss: 0.000150316 | Time: 1375.18 ms [2022-04-24 03:43:12 main:574] : INFO : Epoch 1677 | loss: 0.000141536 | val_loss: 0.000146428 | Time: 1380.23 ms [2022-04-24 03:43:13 main:574] : INFO : Epoch 1678 | loss: 0.000150911 | val_loss: 0.000158468 | Time: 1417.55 ms [2022-04-24 03:43:14 main:574] : INFO : Epoch 1679 | loss: 0.000150716 | val_loss: 0.000156079 | Time: 1402.15 ms [2022-04-24 03:43:16 main:574] : INFO : Epoch 1680 | loss: 0.000141311 | val_loss: 0.000141461 | Time: 1397.95 ms [2022-04-24 03:43:17 main:574] : INFO : Epoch 1681 | loss: 0.000133592 | val_loss: 0.000139908 | Time: 1408.33 ms [2022-04-24 03:43:19 main:574] : INFO : Epoch 1682 | loss: 0.000133215 | val_loss: 0.000139069 | Time: 1379.34 ms [2022-04-24 03:43:20 main:574] : INFO : Epoch 1683 | loss: 0.00013166 | val_loss: 0.000138532 | Time: 1400.16 ms [2022-04-24 03:43:21 main:574] : INFO : Epoch 1684 | loss: 0.000132342 | val_loss: 0.000142001 | Time: 1373.2 ms [2022-04-24 03:43:23 main:574] : INFO : Epoch 1685 | loss: 0.000130681 | val_loss: 0.00013725 | Time: 1400.87 ms [2022-04-24 03:43:24 main:574] : INFO : Epoch 1686 | loss: 0.000127859 | val_loss: 0.000135034 | Time: 1409.7 ms [2022-04-24 03:43:26 main:574] : INFO : Epoch 1687 | loss: 0.000126441 | val_loss: 0.000132595 | Time: 1408.12 ms [2022-04-24 03:43:27 main:574] : INFO : Epoch 1688 | loss: 0.000126646 | val_loss: 0.00013213 | Time: 1405.7 ms [2022-04-24 03:43:28 main:574] : INFO : Epoch 1689 | loss: 0.000124835 | val_loss: 0.000131946 | Time: 1364.06 ms [2022-04-24 03:43:30 main:574] : INFO : Epoch 1690 | loss: 0.000125524 | val_loss: 0.000130804 | Time: 1400.49 ms [2022-04-24 03:43:31 main:574] : INFO : Epoch 1691 | loss: 0.000125526 | val_loss: 0.000129826 | Time: 1399.84 ms [2022-04-24 03:43:33 main:574] : INFO : Epoch 1692 | loss: 0.000125233 | val_loss: 0.000130468 | Time: 1431 ms [2022-04-24 03:43:34 main:574] : INFO : Epoch 1693 | loss: 0.000122499 | val_loss: 0.00013024 | Time: 1381.24 ms [2022-04-24 03:43:36 main:574] : INFO : Epoch 1694 | loss: 0.000122064 | val_loss: 0.000127374 | Time: 1392.8 ms [2022-04-24 03:43:37 main:574] : INFO : Epoch 1695 | loss: 0.000119117 | val_loss: 0.000125889 | Time: 1423.25 ms [2022-04-24 03:43:38 main:574] : INFO : Epoch 1696 | loss: 0.000119266 | val_loss: 0.000133724 | Time: 1394.91 ms [2022-04-24 03:43:40 main:574] : INFO : Epoch 1697 | loss: 0.000122976 | val_loss: 0.000126437 | Time: 1394.29 ms [2022-04-24 03:43:41 main:574] : INFO : Epoch 1698 | loss: 0.00011955 | val_loss: 0.000127673 | Time: 1407.93 ms [2022-04-24 03:43:43 main:574] : INFO : Epoch 1699 | loss: 0.000121704 | val_loss: 0.000130656 | Time: 1486.07 ms [2022-04-24 03:43:44 main:574] : INFO : Epoch 1700 | loss: 0.000121031 | val_loss: 0.000127268 | Time: 1433.15 ms [2022-04-24 03:43:46 main:574] : INFO : Epoch 1701 | loss: 0.000122849 | val_loss: 0.000129011 | Time: 1418.41 ms [2022-04-24 03:43:47 main:574] : INFO : Epoch 1702 | loss: 0.000121257 | val_loss: 0.000131811 | Time: 1385.45 ms [2022-04-24 03:43:49 main:574] : INFO : Epoch 1703 | loss: 0.000122318 | val_loss: 0.000126065 | Time: 1402.74 ms [2022-04-24 03:43:50 main:574] : INFO : Epoch 1704 | loss: 0.000118793 | val_loss: 0.000124704 | Time: 1416.59 ms [2022-04-24 03:43:51 main:574] : INFO : Epoch 1705 | loss: 0.000116765 | val_loss: 0.000123092 | Time: 1379.44 ms [2022-04-24 03:43:53 main:574] : INFO : Epoch 1706 | loss: 0.000115811 | val_loss: 0.000120464 | Time: 1421.19 ms [2022-04-24 03:43:54 main:574] : INFO : Epoch 1707 | loss: 0.000115795 | val_loss: 0.000122993 | Time: 1399.54 ms [2022-04-24 03:43:56 main:574] : INFO : Epoch 1708 | loss: 0.000116791 | val_loss: 0.000128394 | Time: 1375.57 ms [2022-04-24 03:43:57 main:574] : INFO : Epoch 1709 | loss: 0.000116111 | val_loss: 0.000122037 | Time: 1421.85 ms [2022-04-24 03:43:58 main:574] : INFO : Epoch 1710 | loss: 0.000113514 | val_loss: 0.000119438 | Time: 1386.15 ms [2022-04-24 03:44:00 main:574] : INFO : Epoch 1711 | loss: 0.000112811 | val_loss: 0.000124093 | Time: 1423.68 ms [2022-04-24 03:44:01 main:574] : INFO : Epoch 1712 | loss: 0.000120649 | val_loss: 0.000122166 | Time: 1413.29 ms [2022-04-24 03:44:03 main:574] : INFO : Epoch 1713 | loss: 0.000114467 | val_loss: 0.000120115 | Time: 1378.95 ms [2022-04-24 03:44:04 main:574] : INFO : Epoch 1714 | loss: 0.000113593 | val_loss: 0.000122804 | Time: 1419.98 ms [2022-04-24 03:44:05 main:574] : INFO : Epoch 1715 | loss: 0.00011523 | val_loss: 0.000120191 | Time: 1394.83 ms [2022-04-24 03:44:07 main:574] : INFO : Epoch 1716 | loss: 0.000112952 | val_loss: 0.000118783 | Time: 1428.52 ms [2022-04-24 03:44:08 main:574] : INFO : Epoch 1717 | loss: 0.000111833 | val_loss: 0.000118255 | Time: 1417.61 ms [2022-04-24 03:44:10 main:574] : INFO : Epoch 1718 | loss: 0.000113083 | val_loss: 0.000122833 | Time: 1376.7 ms [2022-04-24 03:44:11 main:574] : INFO : Epoch 1719 | loss: 0.000117865 | val_loss: 0.000131269 | Time: 1386.32 ms [2022-04-24 03:44:12 main:574] : INFO : Epoch 1720 | loss: 0.000117806 | val_loss: 0.00012688 | Time: 1376.67 ms [2022-04-24 03:44:14 main:574] : INFO : Epoch 1721 | loss: 0.000117204 | val_loss: 0.000122582 | Time: 1405.95 ms [2022-04-24 03:44:15 main:574] : INFO : Epoch 1722 | loss: 0.000114469 | val_loss: 0.000125783 | Time: 1430.72 ms [2022-04-24 03:44:17 main:574] : INFO : Epoch 1723 | loss: 0.000115408 | val_loss: 0.000119681 | Time: 1425.21 ms [2022-04-24 03:44:18 main:574] : INFO : Epoch 1724 | loss: 0.000112464 | val_loss: 0.000119626 | Time: 1413.03 ms [2022-04-24 03:44:20 main:574] : INFO : Epoch 1725 | loss: 0.00011203 | val_loss: 0.000117795 | Time: 1393.25 ms [2022-04-24 03:44:21 main:574] : INFO : Epoch 1726 | loss: 0.000112516 | val_loss: 0.000119191 | Time: 1406.2 ms [2022-04-24 03:44:22 main:574] : INFO : Epoch 1727 | loss: 0.000113294 | val_loss: 0.000119058 | Time: 1413.48 ms [2022-04-24 03:44:24 main:574] : INFO : Epoch 1728 | loss: 0.000112584 | val_loss: 0.000118411 | Time: 1380.83 ms [2022-04-24 03:44:25 main:574] : INFO : Epoch 1729 | loss: 0.00011375 | val_loss: 0.000120462 | Time: 1394.31 ms [2022-04-24 03:44:27 main:574] : INFO : Epoch 1730 | loss: 0.00011539 | val_loss: 0.000121477 | Time: 1411.06 ms [2022-04-24 03:44:28 main:574] : INFO : Epoch 1731 | loss: 0.000123164 | val_loss: 0.000126707 | Time: 1396.78 ms [2022-04-24 03:44:29 main:574] : INFO : Epoch 1732 | loss: 0.000120764 | val_loss: 0.00011966 | Time: 1383.25 ms [2022-04-24 03:44:31 main:574] : INFO : Epoch 1733 | loss: 0.000114062 | val_loss: 0.000120394 | Time: 1443.36 ms [2022-04-24 03:44:32 main:574] : INFO : Epoch 1734 | loss: 0.000113182 | val_loss: 0.000122932 | Time: 1418.48 ms [2022-04-24 03:44:34 main:574] : INFO : Epoch 1735 | loss: 0.000113128 | val_loss: 0.000118341 | Time: 1367.18 ms [2022-04-24 03:44:35 main:574] : INFO : Epoch 1736 | loss: 0.000112029 | val_loss: 0.000119495 | Time: 1400.02 ms [2022-04-24 03:44:37 main:574] : INFO : Epoch 1737 | loss: 0.000114434 | val_loss: 0.000123086 | Time: 1421.52 ms [2022-04-24 03:44:38 main:574] : INFO : Epoch 1738 | loss: 0.00011428 | val_loss: 0.000120861 | Time: 1377.89 ms [2022-04-24 03:44:39 main:574] : INFO : Epoch 1739 | loss: 0.000114332 | val_loss: 0.000122207 | Time: 1389.43 ms [2022-04-24 03:44:41 main:574] : INFO : Epoch 1740 | loss: 0.000114688 | val_loss: 0.000121438 | Time: 1409.53 ms [2022-04-24 03:44:42 main:574] : INFO : Epoch 1741 | loss: 0.000115851 | val_loss: 0.000121419 | Time: 1435.09 ms [2022-04-24 03:44:44 main:574] : INFO : Epoch 1742 | loss: 0.000114296 | val_loss: 0.000118696 | Time: 1433.63 ms [2022-04-24 03:44:45 main:574] : INFO : Epoch 1743 | loss: 0.000113102 | val_loss: 0.000120461 | Time: 1383.25 ms [2022-04-24 03:44:47 main:574] : INFO : Epoch 1744 | loss: 0.000112807 | val_loss: 0.000118811 | Time: 1392.12 ms [2022-04-24 03:44:48 main:574] : INFO : Epoch 1745 | loss: 0.000111922 | val_loss: 0.000117105 | Time: 1384.04 ms [2022-04-24 03:44:49 main:574] : INFO : Epoch 1746 | loss: 0.000112043 | val_loss: 0.000119378 | Time: 1384.73 ms [2022-04-24 03:44:51 main:574] : INFO : Epoch 1747 | loss: 0.000112438 | val_loss: 0.000124168 | Time: 1430.42 ms [2022-04-24 03:44:52 main:574] : INFO : Epoch 1748 | loss: 0.000112734 | val_loss: 0.000118672 | Time: 1422.79 ms [2022-04-24 03:44:54 main:574] : INFO : Epoch 1749 | loss: 0.000112587 | val_loss: 0.000122193 | Time: 1408.38 ms [2022-04-24 03:44:55 main:574] : INFO : Epoch 1750 | loss: 0.000115259 | val_loss: 0.000116953 | Time: 1394.62 ms [2022-04-24 03:44:56 main:574] : INFO : Epoch 1751 | loss: 0.000110659 | val_loss: 0.000115832 | Time: 1384.39 ms [2022-04-24 03:44:58 main:574] : INFO : Epoch 1752 | loss: 0.000109404 | val_loss: 0.00011686 | Time: 1395.48 ms [2022-04-24 03:44:59 main:574] : INFO : Epoch 1753 | loss: 0.00011188 | val_loss: 0.000117755 | Time: 1375.69 ms [2022-04-24 03:45:01 main:574] : INFO : Epoch 1754 | loss: 0.000111291 | val_loss: 0.000115186 | Time: 1388.55 ms [2022-04-24 03:45:02 main:574] : INFO : Epoch 1755 | loss: 0.000110358 | val_loss: 0.000114415 | Time: 1415.31 ms [2022-04-24 03:45:03 main:574] : INFO : Epoch 1756 | loss: 0.000108794 | val_loss: 0.000118691 | Time: 1378.49 ms [2022-04-24 03:45:05 main:574] : INFO : Epoch 1757 | loss: 0.00011379 | val_loss: 0.000117688 | Time: 1413.13 ms [2022-04-24 03:45:06 main:574] : INFO : Epoch 1758 | loss: 0.000110552 | val_loss: 0.000118903 | Time: 1427.54 ms [2022-04-24 03:45:08 main:574] : INFO : Epoch 1759 | loss: 0.000111749 | val_loss: 0.000127723 | Time: 1381.52 ms [2022-04-24 03:45:09 main:574] : INFO : Epoch 1760 | loss: 0.000114167 | val_loss: 0.000118633 | Time: 1388.36 ms [2022-04-24 03:45:11 main:574] : INFO : Epoch 1761 | loss: 0.000114295 | val_loss: 0.000119176 | Time: 1416.69 ms [2022-04-24 03:45:12 main:574] : INFO : Epoch 1762 | loss: 0.000111849 | val_loss: 0.000116138 | Time: 1407.66 ms [2022-04-24 03:45:13 main:574] : INFO : Epoch 1763 | loss: 0.000111285 | val_loss: 0.000122754 | Time: 1386.22 ms [2022-04-24 03:45:15 main:574] : INFO : Epoch 1764 | loss: 0.000111091 | val_loss: 0.000114857 | Time: 1414.82 ms [2022-04-24 03:45:16 main:574] : INFO : Epoch 1765 | loss: 0.000110402 | val_loss: 0.000122927 | Time: 1420.71 ms [2022-04-24 03:45:18 main:574] : INFO : Epoch 1766 | loss: 0.000112885 | val_loss: 0.000119028 | Time: 1436.06 ms [2022-04-24 03:45:19 main:574] : INFO : Epoch 1767 | loss: 0.000110403 | val_loss: 0.000115895 | Time: 1401.71 ms [2022-04-24 03:45:20 main:574] : INFO : Epoch 1768 | loss: 0.000109316 | val_loss: 0.000114849 | Time: 1371.92 ms [2022-04-24 03:45:22 main:574] : INFO : Epoch 1769 | loss: 0.000109629 | val_loss: 0.000116132 | Time: 1388.79 ms [2022-04-24 03:45:23 main:574] : INFO : Epoch 1770 | loss: 0.000109711 | val_loss: 0.000114375 | Time: 1373.68 ms [2022-04-24 03:45:25 main:574] : INFO : Epoch 1771 | loss: 0.000110906 | val_loss: 0.000117121 | Time: 1396.9 ms [2022-04-24 03:45:26 main:574] : INFO : Epoch 1772 | loss: 0.000111005 | val_loss: 0.000115931 | Time: 1422.27 ms [2022-04-24 03:45:27 main:574] : INFO : Epoch 1773 | loss: 0.000110795 | val_loss: 0.000119539 | Time: 1365.8 ms [2022-04-24 03:45:29 main:574] : INFO : Epoch 1774 | loss: 0.000111868 | val_loss: 0.000116693 | Time: 1436.2 ms [2022-04-24 03:45:30 main:574] : INFO : Epoch 1775 | loss: 0.000114344 | val_loss: 0.000129664 | Time: 1367.68 ms [2022-04-24 03:45:32 main:574] : INFO : Epoch 1776 | loss: 0.000114079 | val_loss: 0.000119398 | Time: 1402.45 ms [2022-04-24 03:45:33 main:574] : INFO : Epoch 1777 | loss: 0.000115725 | val_loss: 0.000130147 | Time: 1391.5 ms [2022-04-24 03:45:35 main:574] : INFO : Epoch 1778 | loss: 0.000151168 | val_loss: 0.000145046 | Time: 1434.44 ms [2022-04-24 03:45:36 main:574] : INFO : Epoch 1779 | loss: 0.000142002 | val_loss: 0.000128366 | Time: 1415.96 ms [2022-04-24 03:45:37 main:574] : INFO : Epoch 1780 | loss: 0.000119738 | val_loss: 0.0001255 | Time: 1397.02 ms [2022-04-24 03:45:39 main:574] : INFO : Epoch 1781 | loss: 0.000116575 | val_loss: 0.00012062 | Time: 1441.66 ms [2022-04-24 03:45:40 main:574] : INFO : Epoch 1782 | loss: 0.000112558 | val_loss: 0.000117472 | Time: 1380.76 ms [2022-04-24 03:45:42 main:574] : INFO : Epoch 1783 | loss: 0.000110389 | val_loss: 0.000117603 | Time: 1407.54 ms [2022-04-24 03:45:43 main:574] : INFO : Epoch 1784 | loss: 0.000111501 | val_loss: 0.000114773 | Time: 1461.03 ms [2022-04-24 03:45:45 main:574] : INFO : Epoch 1785 | loss: 0.000109531 | val_loss: 0.000114496 | Time: 1442.91 ms [2022-04-24 03:45:46 main:574] : INFO : Epoch 1786 | loss: 0.000110203 | val_loss: 0.000113449 | Time: 1400.71 ms [2022-04-24 03:45:47 main:574] : INFO : Epoch 1787 | loss: 0.000108974 | val_loss: 0.00011691 | Time: 1376.05 ms [2022-04-24 03:45:49 main:574] : INFO : Epoch 1788 | loss: 0.00011024 | val_loss: 0.000116429 | Time: 1399.98 ms [2022-04-24 03:45:50 main:574] : INFO : Epoch 1789 | loss: 0.00010428 | val_loss: 0.000109848 | Time: 1402.62 ms [2022-04-24 03:45:52 main:574] : INFO : Epoch 1790 | loss: 0.000102697 | val_loss: 0.00010551 | Time: 1393.88 ms [2022-04-24 03:45:53 main:574] : INFO : Epoch 1791 | loss: 0.000101291 | val_loss: 0.000107226 | Time: 1411.8 ms [2022-04-24 03:45:55 main:574] : INFO : Epoch 1792 | loss: 0.000107154 | val_loss: 0.000118133 | Time: 1407.36 ms [2022-04-24 03:45:56 main:574] : INFO : Epoch 1793 | loss: 0.000111529 | val_loss: 0.00011344 | Time: 1410.27 ms [2022-04-24 03:45:57 main:574] : INFO : Epoch 1794 | loss: 0.000114867 | val_loss: 0.000111821 | Time: 1393.04 ms [2022-04-24 03:45:59 main:574] : INFO : Epoch 1795 | loss: 0.000104444 | val_loss: 0.00011063 | Time: 1393.94 ms [2022-04-24 03:46:00 main:574] : INFO : Epoch 1796 | loss: 0.000120476 | val_loss: 0.000111003 | Time: 1429.2 ms [2022-04-24 03:46:02 main:574] : INFO : Epoch 1797 | loss: 0.000117875 | val_loss: 0.000115303 | Time: 1385.42 ms [2022-04-24 03:46:03 main:574] : INFO : Epoch 1798 | loss: 0.000104948 | val_loss: 0.000109175 | Time: 1398.46 ms [2022-04-24 03:46:04 main:574] : INFO : Epoch 1799 | loss: 0.000102165 | val_loss: 0.000102998 | Time: 1403.65 ms [2022-04-24 03:46:06 main:574] : INFO : Epoch 1800 | loss: 0.000100378 | val_loss: 0.000104234 | Time: 1377.91 ms [2022-04-24 03:46:07 main:574] : INFO : Epoch 1801 | loss: 9.8749e-05 | val_loss: 0.00010183 | Time: 1408.99 ms [2022-04-24 03:46:09 main:574] : INFO : Epoch 1802 | loss: 0.00010069 | val_loss: 0.000105632 | Time: 1407.55 ms [2022-04-24 03:46:10 main:574] : INFO : Epoch 1803 | loss: 0.000101484 | val_loss: 0.000108356 | Time: 1421.85 ms [2022-04-24 03:46:12 main:574] : INFO : Epoch 1804 | loss: 0.000105759 | val_loss: 0.00010714 | Time: 1422.17 ms [2022-04-24 03:46:13 main:574] : INFO : Epoch 1805 | loss: 0.00012433 | val_loss: 0.000187031 | Time: 1370.88 ms [2022-04-24 03:46:14 main:574] : INFO : Epoch 1806 | loss: 0.000141602 | val_loss: 0.000134102 | Time: 1413.11 ms [2022-04-24 03:46:16 main:574] : INFO : Epoch 1807 | loss: 0.000113253 | val_loss: 0.000111851 | Time: 1436.56 ms [2022-04-24 03:46:17 main:574] : INFO : Epoch 1808 | loss: 0.000104105 | val_loss: 0.000110985 | Time: 1406.26 ms [2022-04-24 03:46:19 main:574] : INFO : Epoch 1809 | loss: 0.000101056 | val_loss: 0.000108707 | Time: 1408.22 ms [2022-04-24 03:46:20 main:574] : INFO : Epoch 1810 | loss: 0.000101874 | val_loss: 0.000103069 | Time: 1403.86 ms [2022-04-24 03:46:21 main:574] : INFO : Epoch 1811 | loss: 9.97014e-05 | val_loss: 0.000102283 | Time: 1412.85 ms [2022-04-24 03:46:23 main:574] : INFO : Epoch 1812 | loss: 9.89428e-05 | val_loss: 0.000101634 | Time: 1383.98 ms [2022-04-24 03:46:24 main:574] : INFO : Epoch 1813 | loss: 9.74918e-05 | val_loss: 0.000105579 | Time: 1430.57 ms [2022-04-24 03:46:26 main:574] : INFO : Epoch 1814 | loss: 0.000102032 | val_loss: 0.000104264 | Time: 1430.08 ms [2022-04-24 03:46:27 main:574] : INFO : Epoch 1815 | loss: 9.91566e-05 | val_loss: 0.000105723 | Time: 1368.19 ms [2022-04-24 03:46:29 main:574] : INFO : Epoch 1816 | loss: 0.000106912 | val_loss: 0.00011623 | Time: 1391.97 ms [2022-04-24 03:46:30 main:574] : INFO : Epoch 1817 | loss: 0.000117612 | val_loss: 0.000107993 | Time: 1409.24 ms [2022-04-24 03:46:31 main:574] : INFO : Epoch 1818 | loss: 0.000101703 | val_loss: 0.000103988 | Time: 1433.5 ms [2022-04-24 03:46:33 main:574] : INFO : Epoch 1819 | loss: 9.90771e-05 | val_loss: 0.000104471 | Time: 1395.65 ms [2022-04-24 03:46:34 main:574] : INFO : Epoch 1820 | loss: 9.83668e-05 | val_loss: 0.000101232 | Time: 1424.82 ms [2022-04-24 03:46:36 main:574] : INFO : Epoch 1821 | loss: 9.66904e-05 | val_loss: 0.000106429 | Time: 1401.96 ms [2022-04-24 03:46:37 main:574] : INFO : Epoch 1822 | loss: 9.60081e-05 | val_loss: 9.57332e-05 | Time: 1409.43 ms [2022-04-24 03:46:38 main:574] : INFO : Epoch 1823 | loss: 9.18031e-05 | val_loss: 9.63874e-05 | Time: 1406.15 ms [2022-04-24 03:46:40 main:574] : INFO : Epoch 1824 | loss: 9.13439e-05 | val_loss: 9.63542e-05 | Time: 1401.82 ms [2022-04-24 03:46:41 main:574] : INFO : Epoch 1825 | loss: 9.02326e-05 | val_loss: 9.47274e-05 | Time: 1441.48 ms [2022-04-24 03:46:43 main:574] : INFO : Epoch 1826 | loss: 8.94847e-05 | val_loss: 9.49006e-05 | Time: 1451.83 ms [2022-04-24 03:46:44 main:574] : INFO : Epoch 1827 | loss: 8.93182e-05 | val_loss: 9.8654e-05 | Time: 1384.32 ms [2022-04-24 03:46:46 main:574] : INFO : Epoch 1828 | loss: 9.11158e-05 | val_loss: 9.85383e-05 | Time: 1419.53 ms [2022-04-24 03:46:47 main:574] : INFO : Epoch 1829 | loss: 8.97364e-05 | val_loss: 9.27296e-05 | Time: 1365.54 ms [2022-04-24 03:46:48 main:574] : INFO : Epoch 1830 | loss: 8.88932e-05 | val_loss: 9.43772e-05 | Time: 1386 ms [2022-04-24 03:46:50 main:574] : INFO : Epoch 1831 | loss: 8.98796e-05 | val_loss: 9.33988e-05 | Time: 1416.11 ms [2022-04-24 03:46:51 main:574] : INFO : Epoch 1832 | loss: 9.05605e-05 | val_loss: 0.0001007 | Time: 1422.97 ms [2022-04-24 03:46:53 main:574] : INFO : Epoch 1833 | loss: 9.61726e-05 | val_loss: 9.97344e-05 | Time: 1427.52 ms [2022-04-24 03:46:54 main:574] : INFO : Epoch 1834 | loss: 9.11593e-05 | val_loss: 9.57217e-05 | Time: 1403.67 ms [2022-04-24 03:46:56 main:574] : INFO : Epoch 1835 | loss: 9.08785e-05 | val_loss: 9.18791e-05 | Time: 1389.86 ms [2022-04-24 03:46:57 main:574] : INFO : Epoch 1836 | loss: 9.49551e-05 | val_loss: 0.000110556 | Time: 1405.87 ms [2022-04-24 03:46:58 main:574] : INFO : Epoch 1837 | loss: 0.000105666 | val_loss: 0.000112251 | Time: 1411.73 ms [2022-04-24 03:47:00 main:574] : INFO : Epoch 1838 | loss: 0.000103044 | val_loss: 0.000100311 | Time: 1394.48 ms [2022-04-24 03:47:01 main:574] : INFO : Epoch 1839 | loss: 9.32196e-05 | val_loss: 9.59962e-05 | Time: 1413.43 ms [2022-04-24 03:47:03 main:574] : INFO : Epoch 1840 | loss: 9.11741e-05 | val_loss: 9.74537e-05 | Time: 1373.16 ms [2022-04-24 03:47:04 main:574] : INFO : Epoch 1841 | loss: 9.13583e-05 | val_loss: 9.24251e-05 | Time: 1379.55 ms [2022-04-24 03:47:05 main:574] : INFO : Epoch 1842 | loss: 8.84057e-05 | val_loss: 9.21944e-05 | Time: 1393.09 ms [2022-04-24 03:47:07 main:574] : INFO : Epoch 1843 | loss: 9.41725e-05 | val_loss: 9.9022e-05 | Time: 1394.25 ms [2022-04-24 03:47:08 main:574] : INFO : Epoch 1844 | loss: 9.11989e-05 | val_loss: 9.44479e-05 | Time: 1428.38 ms [2022-04-24 03:47:10 main:574] : INFO : Epoch 1845 | loss: 8.88634e-05 | val_loss: 9.12741e-05 | Time: 1416.24 ms [2022-04-24 03:47:11 main:574] : INFO : Epoch 1846 | loss: 8.75583e-05 | val_loss: 9.19702e-05 | Time: 1397.59 ms [2022-04-24 03:47:12 main:574] : INFO : Epoch 1847 | loss: 8.8577e-05 | val_loss: 9.578e-05 | Time: 1401.82 ms [2022-04-24 03:47:14 main:574] : INFO : Epoch 1848 | loss: 0.000114444 | val_loss: 0.000124834 | Time: 1415.25 ms [2022-04-24 03:47:15 main:574] : INFO : Epoch 1849 | loss: 0.000247017 | val_loss: 0.000397135 | Time: 1399.42 ms [2022-04-24 03:47:17 main:574] : INFO : Epoch 1850 | loss: 0.00037656 | val_loss: 0.000663922 | Time: 1389.14 ms [2022-04-24 03:47:18 main:574] : INFO : Epoch 1851 | loss: 0.000472936 | val_loss: 0.000293376 | Time: 1409.14 ms [2022-04-24 03:47:20 main:574] : INFO : Epoch 1852 | loss: 0.000222941 | val_loss: 0.000171401 | Time: 1393.38 ms [2022-04-24 03:47:21 main:574] : INFO : Epoch 1853 | loss: 0.000136941 | val_loss: 0.00012132 | Time: 1436.5 ms [2022-04-24 03:47:22 main:574] : INFO : Epoch 1854 | loss: 0.000111995 | val_loss: 0.000111922 | Time: 1389.89 ms [2022-04-24 03:47:24 main:574] : INFO : Epoch 1855 | loss: 0.000105064 | val_loss: 0.000108672 | Time: 1432.25 ms [2022-04-24 03:47:25 main:574] : INFO : Epoch 1856 | loss: 0.00010441 | val_loss: 0.000109025 | Time: 1408.42 ms [2022-04-24 03:47:27 main:574] : INFO : Epoch 1857 | loss: 0.000100474 | val_loss: 0.000103424 | Time: 1434.63 ms [2022-04-24 03:47:28 main:574] : INFO : Epoch 1858 | loss: 9.84919e-05 | val_loss: 0.000102653 | Time: 1459.29 ms [2022-04-24 03:47:30 main:574] : INFO : Epoch 1859 | loss: 9.74329e-05 | val_loss: 0.000102861 | Time: 1417.38 ms [2022-04-24 03:47:31 main:574] : INFO : Epoch 1860 | loss: 9.91719e-05 | val_loss: 0.000103374 | Time: 1387.31 ms [2022-04-24 03:47:32 main:574] : INFO : Epoch 1861 | loss: 9.65672e-05 | val_loss: 0.000100707 | Time: 1420.35 ms [2022-04-24 03:47:34 main:574] : INFO : Epoch 1862 | loss: 0.000100176 | val_loss: 0.000105065 | Time: 1426.28 ms [2022-04-24 03:47:35 main:574] : INFO : Epoch 1863 | loss: 9.85899e-05 | val_loss: 0.000102457 | Time: 1417.99 ms [2022-04-24 03:47:37 main:574] : INFO : Epoch 1864 | loss: 9.80045e-05 | val_loss: 0.000112332 | Time: 1409.1 ms [2022-04-24 03:47:38 main:574] : INFO : Epoch 1865 | loss: 0.000104624 | val_loss: 0.000104988 | Time: 1394.18 ms [2022-04-24 03:47:40 main:574] : INFO : Epoch 1866 | loss: 9.80548e-05 | val_loss: 9.92541e-05 | Time: 1408.04 ms [2022-04-24 03:47:41 main:574] : INFO : Epoch 1867 | loss: 9.36636e-05 | val_loss: 9.75802e-05 | Time: 1390.3 ms [2022-04-24 03:47:42 main:574] : INFO : Epoch 1868 | loss: 9.33929e-05 | val_loss: 9.85569e-05 | Time: 1428.63 ms [2022-04-24 03:47:44 main:574] : INFO : Epoch 1869 | loss: 9.24226e-05 | val_loss: 9.73496e-05 | Time: 1414.23 ms [2022-04-24 03:47:45 main:574] : INFO : Epoch 1870 | loss: 9.2077e-05 | val_loss: 9.79509e-05 | Time: 1402.7 ms [2022-04-24 03:47:47 main:574] : INFO : Epoch 1871 | loss: 9.29594e-05 | val_loss: 9.88926e-05 | Time: 1394.74 ms [2022-04-24 03:47:48 main:574] : INFO : Epoch 1872 | loss: 9.49744e-05 | val_loss: 0.00010007 | Time: 1395.12 ms [2022-04-24 03:47:49 main:574] : INFO : Epoch 1873 | loss: 9.47279e-05 | val_loss: 0.000100205 | Time: 1366.99 ms [2022-04-24 03:47:51 main:574] : INFO : Epoch 1874 | loss: 9.41979e-05 | val_loss: 9.66603e-05 | Time: 1443.72 ms [2022-04-24 03:47:52 main:574] : INFO : Epoch 1875 | loss: 9.4511e-05 | val_loss: 9.92115e-05 | Time: 1378.07 ms [2022-04-24 03:47:54 main:574] : INFO : Epoch 1876 | loss: 9.86305e-05 | val_loss: 0.00010497 | Time: 1372.73 ms [2022-04-24 03:47:55 main:574] : INFO : Epoch 1877 | loss: 0.000105815 | val_loss: 0.000104392 | Time: 1390.33 ms [2022-04-24 03:47:56 main:574] : INFO : Epoch 1878 | loss: 0.000100279 | val_loss: 0.000100376 | Time: 1411.66 ms [2022-04-24 03:47:58 main:574] : INFO : Epoch 1879 | loss: 9.15233e-05 | val_loss: 9.40915e-05 | Time: 1410.73 ms [2022-04-24 03:47:59 main:574] : INFO : Epoch 1880 | loss: 8.7379e-05 | val_loss: 9.07457e-05 | Time: 1413.82 ms [2022-04-24 03:48:01 main:574] : INFO : Epoch 1881 | loss: 8.67057e-05 | val_loss: 9.04703e-05 | Time: 1433.08 ms [2022-04-24 03:48:02 main:574] : INFO : Epoch 1882 | loss: 8.68176e-05 | val_loss: 9.16952e-05 | Time: 1400.41 ms [2022-04-24 03:48:04 main:574] : INFO : Epoch 1883 | loss: 9.15425e-05 | val_loss: 9.82971e-05 | Time: 1400.6 ms [2022-04-24 03:48:05 main:574] : INFO : Epoch 1884 | loss: 8.92564e-05 | val_loss: 9.11031e-05 | Time: 1413.74 ms [2022-04-24 03:48:06 main:574] : INFO : Epoch 1885 | loss: 8.78733e-05 | val_loss: 9.53203e-05 | Time: 1396.86 ms [2022-04-24 03:48:08 main:574] : INFO : Epoch 1886 | loss: 8.83345e-05 | val_loss: 9.15548e-05 | Time: 1418.18 ms [2022-04-24 03:48:09 main:574] : INFO : Epoch 1887 | loss: 8.75776e-05 | val_loss: 9.0363e-05 | Time: 1407.58 ms [2022-04-24 03:48:11 main:574] : INFO : Epoch 1888 | loss: 9.04802e-05 | val_loss: 9.11566e-05 | Time: 1389.67 ms [2022-04-24 03:48:12 main:574] : INFO : Epoch 1889 | loss: 8.83804e-05 | val_loss: 9.43755e-05 | Time: 1399.64 ms [2022-04-24 03:48:14 main:574] : INFO : Epoch 1890 | loss: 8.62452e-05 | val_loss: 9.03978e-05 | Time: 1403.12 ms [2022-04-24 03:48:15 main:574] : INFO : Epoch 1891 | loss: 8.58073e-05 | val_loss: 9.08439e-05 | Time: 1408.61 ms [2022-04-24 03:48:16 main:574] : INFO : Epoch 1892 | loss: 8.65903e-05 | val_loss: 8.92577e-05 | Time: 1398.99 ms [2022-04-24 03:48:18 main:574] : INFO : Epoch 1893 | loss: 8.82127e-05 | val_loss: 9.24633e-05 | Time: 1416.63 ms [2022-04-24 03:48:19 main:574] : INFO : Epoch 1894 | loss: 8.78014e-05 | val_loss: 9.1285e-05 | Time: 1431.3 ms [2022-04-24 03:48:21 main:574] : INFO : Epoch 1895 | loss: 8.69004e-05 | val_loss: 9.20233e-05 | Time: 1394.38 ms [2022-04-24 03:48:22 main:574] : INFO : Epoch 1896 | loss: 8.87034e-05 | val_loss: 9.16716e-05 | Time: 1405.79 ms [2022-04-24 03:48:23 main:574] : INFO : Epoch 1897 | loss: 8.61901e-05 | val_loss: 8.98848e-05 | Time: 1385.65 ms [2022-04-24 03:48:25 main:574] : INFO : Epoch 1898 | loss: 8.59226e-05 | val_loss: 8.93191e-05 | Time: 1410.19 ms [2022-04-24 03:48:26 main:574] : INFO : Epoch 1899 | loss: 8.7088e-05 | val_loss: 9.27478e-05 | Time: 1395.85 ms [2022-04-24 03:48:28 main:574] : INFO : Epoch 1900 | loss: 8.84597e-05 | val_loss: 8.9517e-05 | Time: 1387.04 ms [2022-04-24 03:48:29 main:574] : INFO : Epoch 1901 | loss: 8.56604e-05 | val_loss: 9.18725e-05 | Time: 1445.83 ms [2022-04-24 03:48:31 main:574] : INFO : Epoch 1902 | loss: 8.62443e-05 | val_loss: 8.72616e-05 | Time: 1395.07 ms [2022-04-24 03:48:32 main:574] : INFO : Epoch 1903 | loss: 8.53973e-05 | val_loss: 9.265e-05 | Time: 1438.08 ms [2022-04-24 03:48:33 main:574] : INFO : Epoch 1904 | loss: 9.01025e-05 | val_loss: 0.0001018 | Time: 1395.77 ms [2022-04-24 03:48:35 main:574] : INFO : Epoch 1905 | loss: 8.75913e-05 | val_loss: 8.7843e-05 | Time: 1373.47 ms [2022-04-24 03:48:36 main:574] : INFO : Epoch 1906 | loss: 8.63424e-05 | val_loss: 0.000108348 | Time: 1379.53 ms [2022-04-24 03:48:38 main:574] : INFO : Epoch 1907 | loss: 9.31119e-05 | val_loss: 9.10274e-05 | Time: 1393.12 ms [2022-04-24 03:48:39 main:574] : INFO : Epoch 1908 | loss: 8.60708e-05 | val_loss: 8.988e-05 | Time: 1404.55 ms [2022-04-24 03:48:40 main:574] : INFO : Epoch 1909 | loss: 8.70524e-05 | val_loss: 9.44763e-05 | Time: 1386.56 ms [2022-04-24 03:48:42 main:574] : INFO : Epoch 1910 | loss: 8.67976e-05 | val_loss: 8.89779e-05 | Time: 1430.3 ms [2022-04-24 03:48:43 main:574] : INFO : Epoch 1911 | loss: 8.52212e-05 | val_loss: 8.93465e-05 | Time: 1456.03 ms [2022-04-24 03:48:45 main:574] : INFO : Epoch 1912 | loss: 9.18165e-05 | val_loss: 0.00010176 | Time: 1373.24 ms [2022-04-24 03:48:46 main:574] : INFO : Epoch 1913 | loss: 9.41535e-05 | val_loss: 9.34038e-05 | Time: 1416.13 ms [2022-04-24 03:48:48 main:574] : INFO : Epoch 1914 | loss: 0.000122982 | val_loss: 0.00036528 | Time: 1398.57 ms [2022-04-24 03:48:49 main:574] : INFO : Epoch 1915 | loss: 0.000289191 | val_loss: 0.00018887 | Time: 1399.99 ms [2022-04-24 03:48:50 main:574] : INFO : Epoch 1916 | loss: 0.000158943 | val_loss: 0.000128845 | Time: 1412.28 ms [2022-04-24 03:48:52 main:574] : INFO : Epoch 1917 | loss: 0.000111672 | val_loss: 0.000107774 | Time: 1377.54 ms [2022-04-24 03:48:53 main:574] : INFO : Epoch 1918 | loss: 0.000104107 | val_loss: 0.000106056 | Time: 1399.44 ms [2022-04-24 03:48:55 main:574] : INFO : Epoch 1919 | loss: 9.91623e-05 | val_loss: 0.000101081 | Time: 1397.27 ms [2022-04-24 03:48:56 main:574] : INFO : Epoch 1920 | loss: 9.77288e-05 | val_loss: 0.000100356 | Time: 1388.61 ms [2022-04-24 03:48:57 main:574] : INFO : Epoch 1921 | loss: 9.6495e-05 | val_loss: 9.83143e-05 | Time: 1404.42 ms [2022-04-24 03:48:59 main:574] : INFO : Epoch 1922 | loss: 9.61986e-05 | val_loss: 0.000119496 | Time: 1384.01 ms [2022-04-24 03:49:00 main:574] : INFO : Epoch 1923 | loss: 0.000106747 | val_loss: 0.000102624 | Time: 1413.08 ms [2022-04-24 03:49:02 main:574] : INFO : Epoch 1924 | loss: 0.000101298 | val_loss: 9.93314e-05 | Time: 1426.63 ms [2022-04-24 03:49:03 main:574] : INFO : Epoch 1925 | loss: 9.6233e-05 | val_loss: 9.9043e-05 | Time: 1406.76 ms [2022-04-24 03:49:04 main:574] : INFO : Epoch 1926 | loss: 9.73223e-05 | val_loss: 0.000100888 | Time: 1406.4 ms [2022-04-24 03:49:06 main:574] : INFO : Epoch 1927 | loss: 9.80617e-05 | val_loss: 0.000103359 | Time: 1434.17 ms [2022-04-24 03:49:07 main:574] : INFO : Epoch 1928 | loss: 0.000112396 | val_loss: 0.000104614 | Time: 1406.6 ms [2022-04-24 03:49:09 main:574] : INFO : Epoch 1929 | loss: 9.9914e-05 | val_loss: 9.91121e-05 | Time: 1376.6 ms [2022-04-24 03:49:10 main:574] : INFO : Epoch 1930 | loss: 9.8175e-05 | val_loss: 0.000101223 | Time: 1423.33 ms [2022-04-24 03:49:12 main:574] : INFO : Epoch 1931 | loss: 9.61897e-05 | val_loss: 0.000117495 | Time: 1385.14 ms [2022-04-24 03:49:13 main:574] : INFO : Epoch 1932 | loss: 0.000105972 | val_loss: 0.000106189 | Time: 1448.16 ms [2022-04-24 03:49:14 main:574] : INFO : Epoch 1933 | loss: 0.000103834 | val_loss: 0.000105498 | Time: 1368.44 ms [2022-04-24 03:49:16 main:574] : INFO : Epoch 1934 | loss: 0.000105006 | val_loss: 0.00011137 | Time: 1383.84 ms [2022-04-24 03:49:17 main:574] : INFO : Epoch 1935 | loss: 0.000100143 | val_loss: 0.000100971 | Time: 1408.56 ms [2022-04-24 03:49:19 main:574] : INFO : Epoch 1936 | loss: 0.000112263 | val_loss: 0.000126321 | Time: 1399.19 ms [2022-04-24 03:49:20 main:574] : INFO : Epoch 1937 | loss: 0.000106948 | val_loss: 0.000101343 | Time: 1385 ms [2022-04-24 03:49:21 main:574] : INFO : Epoch 1938 | loss: 9.48463e-05 | val_loss: 9.82515e-05 | Time: 1427.42 ms [2022-04-24 03:49:23 main:574] : INFO : Epoch 1939 | loss: 9.46193e-05 | val_loss: 9.81126e-05 | Time: 1399.43 ms [2022-04-24 03:49:24 main:574] : INFO : Epoch 1940 | loss: 9.8428e-05 | val_loss: 9.77208e-05 | Time: 1394.47 ms [2022-04-24 03:49:26 main:574] : INFO : Epoch 1941 | loss: 9.4054e-05 | val_loss: 0.000100392 | Time: 1430.7 ms [2022-04-24 03:49:27 main:574] : INFO : Epoch 1942 | loss: 9.417e-05 | val_loss: 9.41528e-05 | Time: 1369.52 ms [2022-04-24 03:49:29 main:574] : INFO : Epoch 1943 | loss: 9.42553e-05 | val_loss: 9.45013e-05 | Time: 1412.36 ms [2022-04-24 03:49:30 main:574] : INFO : Epoch 1944 | loss: 9.46008e-05 | val_loss: 9.88511e-05 | Time: 1350.87 ms [2022-04-24 03:49:31 main:574] : INFO : Epoch 1945 | loss: 0.000121352 | val_loss: 0.00012581 | Time: 1363.38 ms [2022-04-24 03:49:33 main:574] : INFO : Epoch 1946 | loss: 0.000112224 | val_loss: 9.99614e-05 | Time: 1442.61 ms [2022-04-24 03:49:34 main:574] : INFO : Epoch 1947 | loss: 0.000100697 | val_loss: 0.000106967 | Time: 1428.65 ms [2022-04-24 03:49:36 main:574] : INFO : Epoch 1948 | loss: 0.00010714 | val_loss: 0.000100623 | Time: 1461.19 ms [2022-04-24 03:49:37 main:574] : INFO : Epoch 1949 | loss: 9.43366e-05 | val_loss: 9.60976e-05 | Time: 1426.86 ms [2022-04-24 03:49:38 main:574] : INFO : Epoch 1950 | loss: 9.6885e-05 | val_loss: 0.00010636 | Time: 1435.63 ms [2022-04-24 03:49:40 main:574] : INFO : Epoch 1951 | loss: 0.000101355 | val_loss: 0.000102132 | Time: 1401.24 ms [2022-04-24 03:49:41 main:574] : INFO : Epoch 1952 | loss: 9.67908e-05 | val_loss: 0.000100064 | Time: 1399.24 ms [2022-04-24 03:49:43 main:574] : INFO : Epoch 1953 | loss: 9.45041e-05 | val_loss: 9.86571e-05 | Time: 1423.3 ms [2022-04-24 03:49:44 main:574] : INFO : Epoch 1954 | loss: 9.82487e-05 | val_loss: 9.49576e-05 | Time: 1401.81 ms [2022-04-24 03:49:46 main:574] : INFO : Epoch 1955 | loss: 9.48343e-05 | val_loss: 0.00011355 | Time: 1423.1 ms [2022-04-24 03:49:47 main:574] : INFO : Epoch 1956 | loss: 0.000105869 | val_loss: 9.91844e-05 | Time: 1382.47 ms [2022-04-24 03:49:48 main:574] : INFO : Epoch 1957 | loss: 0.000109961 | val_loss: 0.000124203 | Time: 1409.79 ms [2022-04-24 03:49:50 main:574] : INFO : Epoch 1958 | loss: 0.000120069 | val_loss: 0.000111133 | Time: 1426.88 ms [2022-04-24 03:49:51 main:574] : INFO : Epoch 1959 | loss: 0.000107496 | val_loss: 0.000104199 | Time: 1382.59 ms [2022-04-24 03:49:53 main:574] : INFO : Epoch 1960 | loss: 9.80452e-05 | val_loss: 0.000114688 | Time: 1384.57 ms [2022-04-24 03:49:54 main:574] : INFO : Epoch 1961 | loss: 9.96391e-05 | val_loss: 0.000101362 | Time: 1417.73 ms [2022-04-24 03:49:55 main:574] : INFO : Epoch 1962 | loss: 0.000100824 | val_loss: 9.89595e-05 | Time: 1419.24 ms [2022-04-24 03:49:57 main:574] : INFO : Epoch 1963 | loss: 9.4952e-05 | val_loss: 0.000105463 | Time: 1400.43 ms [2022-04-24 03:49:58 main:574] : INFO : Epoch 1964 | loss: 9.66427e-05 | val_loss: 9.74256e-05 | Time: 1432.71 ms [2022-04-24 03:50:00 main:574] : INFO : Epoch 1965 | loss: 0.000103186 | val_loss: 0.000100326 | Time: 1407.47 ms [2022-04-24 03:50:01 main:574] : INFO : Epoch 1966 | loss: 9.64582e-05 | val_loss: 9.42441e-05 | Time: 1421.41 ms [2022-04-24 03:50:03 main:574] : INFO : Epoch 1967 | loss: 9.63048e-05 | val_loss: 0.000100546 | Time: 1404.64 ms [2022-04-24 03:50:04 main:574] : INFO : Epoch 1968 | loss: 9.76397e-05 | val_loss: 9.63826e-05 | Time: 1386.62 ms [2022-04-24 03:50:05 main:574] : INFO : Epoch 1969 | loss: 9.4043e-05 | val_loss: 9.3565e-05 | Time: 1400.38 ms [2022-04-24 03:50:07 main:574] : INFO : Epoch 1970 | loss: 9.1518e-05 | val_loss: 9.47859e-05 | Time: 1424.04 ms [2022-04-24 03:50:08 main:574] : INFO : Epoch 1971 | loss: 9.08795e-05 | val_loss: 9.2248e-05 | Time: 1390.46 ms [2022-04-24 03:50:10 main:574] : INFO : Epoch 1972 | loss: 9.23274e-05 | val_loss: 9.73641e-05 | Time: 1398.01 ms [2022-04-24 03:50:11 main:574] : INFO : Epoch 1973 | loss: 9.29624e-05 | val_loss: 9.42362e-05 | Time: 1382.61 ms [2022-04-24 03:50:12 main:574] : INFO : Epoch 1974 | loss: 9.04541e-05 | val_loss: 9.73715e-05 | Time: 1409.32 ms [2022-04-24 03:50:14 main:574] : INFO : Epoch 1975 | loss: 9.55752e-05 | val_loss: 9.74164e-05 | Time: 1424.66 ms [2022-04-24 03:50:15 main:574] : INFO : Epoch 1976 | loss: 9.38167e-05 | val_loss: 9.73895e-05 | Time: 1396.41 ms [2022-04-24 03:50:17 main:574] : INFO : Epoch 1977 | loss: 9.03825e-05 | val_loss: 9.36902e-05 | Time: 1416.32 ms [2022-04-24 03:50:18 main:574] : INFO : Epoch 1978 | loss: 9.19264e-05 | val_loss: 9.27137e-05 | Time: 1379.61 ms [2022-04-24 03:50:19 main:574] : INFO : Epoch 1979 | loss: 9.10814e-05 | val_loss: 9.71282e-05 | Time: 1396.48 ms [2022-04-24 03:50:21 main:574] : INFO : Epoch 1980 | loss: 9.08616e-05 | val_loss: 9.45172e-05 | Time: 1391.41 ms [2022-04-24 03:50:22 main:574] : INFO : Epoch 1981 | loss: 9.06919e-05 | val_loss: 9.54869e-05 | Time: 1409.96 ms [2022-04-24 03:50:24 main:574] : INFO : Epoch 1982 | loss: 9.1662e-05 | val_loss: 9.17111e-05 | Time: 1369.99 ms [2022-04-24 03:50:25 main:574] : INFO : Epoch 1983 | loss: 9.11118e-05 | val_loss: 9.69037e-05 | Time: 1407.42 ms [2022-04-24 03:50:27 main:574] : INFO : Epoch 1984 | loss: 9.10532e-05 | val_loss: 9.6085e-05 | Time: 1372.02 ms [2022-04-24 03:50:28 main:574] : INFO : Epoch 1985 | loss: 9.10138e-05 | val_loss: 9.23646e-05 | Time: 1396.24 ms [2022-04-24 03:50:29 main:574] : INFO : Epoch 1986 | loss: 9.01457e-05 | val_loss: 9.68089e-05 | Time: 1427.67 ms [2022-04-24 03:50:31 main:574] : INFO : Epoch 1987 | loss: 9.5693e-05 | val_loss: 9.34688e-05 | Time: 1402.6 ms [2022-04-24 03:50:32 main:574] : INFO : Epoch 1988 | loss: 9.09468e-05 | val_loss: 9.3799e-05 | Time: 1403.1 ms [2022-04-24 03:50:34 main:574] : INFO : Epoch 1989 | loss: 8.96572e-05 | val_loss: 9.37313e-05 | Time: 1404.88 ms [2022-04-24 03:50:35 main:574] : INFO : Epoch 1990 | loss: 8.97098e-05 | val_loss: 9.18766e-05 | Time: 1344.17 ms [2022-04-24 03:50:36 main:574] : INFO : Epoch 1991 | loss: 8.9272e-05 | val_loss: 9.16561e-05 | Time: 1415.54 ms [2022-04-24 03:50:38 main:574] : INFO : Epoch 1992 | loss: 8.93195e-05 | val_loss: 9.60081e-05 | Time: 1422.35 ms [2022-04-24 03:50:39 main:574] : INFO : Epoch 1993 | loss: 9.085e-05 | val_loss: 9.2341e-05 | Time: 1405.97 ms [2022-04-24 03:50:41 main:574] : INFO : Epoch 1994 | loss: 8.96141e-05 | val_loss: 9.43064e-05 | Time: 1427.31 ms [2022-04-24 03:50:42 main:574] : INFO : Epoch 1995 | loss: 9.26134e-05 | val_loss: 9.38606e-05 | Time: 1456.74 ms [2022-04-24 03:50:44 main:574] : INFO : Epoch 1996 | loss: 9.05077e-05 | val_loss: 9.25727e-05 | Time: 1416.32 ms [2022-04-24 03:50:45 main:574] : INFO : Epoch 1997 | loss: 8.85937e-05 | val_loss: 9.20243e-05 | Time: 1370.16 ms [2022-04-24 03:50:46 main:574] : INFO : Epoch 1998 | loss: 8.9648e-05 | val_loss: 9.28022e-05 | Time: 1397.86 ms [2022-04-24 03:50:48 main:574] : INFO : Epoch 1999 | loss: 8.89712e-05 | val_loss: 9.19274e-05 | Time: 1416.98 ms [2022-04-24 03:50:49 main:574] : INFO : Epoch 2000 | loss: 8.85218e-05 | val_loss: 9.02799e-05 | Time: 1399.8 ms [2022-04-24 03:50:51 main:574] : INFO : Epoch 2001 | loss: 8.84525e-05 | val_loss: 9.08439e-05 | Time: 1400 ms [2022-04-24 03:50:52 main:574] : INFO : Epoch 2002 | loss: 8.97781e-05 | val_loss: 0.00010262 | Time: 1393.26 ms [2022-04-24 03:50:53 main:574] : INFO : Epoch 2003 | loss: 9.26961e-05 | val_loss: 9.4197e-05 | Time: 1399.38 ms [2022-04-24 03:50:55 main:574] : INFO : Epoch 2004 | loss: 8.82811e-05 | val_loss: 9.07302e-05 | Time: 1447.19 ms [2022-04-24 03:50:56 main:574] : INFO : Epoch 2005 | loss: 8.76801e-05 | val_loss: 9.04752e-05 | Time: 1377.19 ms [2022-04-24 03:50:58 main:574] : INFO : Epoch 2006 | loss: 8.76829e-05 | val_loss: 9.03555e-05 | Time: 1359.18 ms [2022-04-24 03:50:59 main:574] : INFO : Epoch 2007 | loss: 8.82434e-05 | val_loss: 9.11229e-05 | Time: 1380.16 ms [2022-04-24 03:51:00 main:574] : INFO : Epoch 2008 | loss: 8.87446e-05 | val_loss: 9.2047e-05 | Time: 1421.5 ms [2022-04-24 03:51:02 main:574] : INFO : Epoch 2009 | loss: 8.90336e-05 | val_loss: 9.4601e-05 | Time: 1437.48 ms [2022-04-24 03:51:03 main:574] : INFO : Epoch 2010 | loss: 8.88882e-05 | val_loss: 9.08721e-05 | Time: 1399.72 ms [2022-04-24 03:51:05 main:574] : INFO : Epoch 2011 | loss: 8.85661e-05 | val_loss: 9.11401e-05 | Time: 1383.49 ms [2022-04-24 03:51:06 main:574] : INFO : Epoch 2012 | loss: 9.09018e-05 | val_loss: 9.07729e-05 | Time: 1401.57 ms [2022-04-24 03:51:08 main:574] : INFO : Epoch 2013 | loss: 8.94341e-05 | val_loss: 9.26779e-05 | Time: 1411.26 ms [2022-04-24 03:51:09 main:574] : INFO : Epoch 2014 | loss: 8.81367e-05 | val_loss: 9.05478e-05 | Time: 1397.07 ms [2022-04-24 03:51:10 main:574] : INFO : Epoch 2015 | loss: 8.76666e-05 | val_loss: 9.11994e-05 | Time: 1402.32 ms [2022-04-24 03:51:12 main:574] : INFO : Epoch 2016 | loss: 8.73701e-05 | val_loss: 8.99835e-05 | Time: 1385.11 ms [2022-04-24 03:51:13 main:574] : INFO : Epoch 2017 | loss: 8.79359e-05 | val_loss: 9.13675e-05 | Time: 1435.39 ms [2022-04-24 03:51:15 main:574] : INFO : Epoch 2018 | loss: 8.79473e-05 | val_loss: 9.19307e-05 | Time: 1402.3 ms [2022-04-24 03:51:16 main:574] : INFO : Epoch 2019 | loss: 9.21332e-05 | val_loss: 0.000101823 | Time: 1428.29 ms [2022-04-24 03:51:17 main:574] : INFO : Epoch 2020 | loss: 9.22033e-05 | val_loss: 9.65376e-05 | Time: 1409.64 ms [2022-04-24 03:51:19 main:574] : INFO : Epoch 2021 | loss: 9.11978e-05 | val_loss: 9.28265e-05 | Time: 1397.35 ms [2022-04-24 03:51:20 main:574] : INFO : Epoch 2022 | loss: 9.11838e-05 | val_loss: 9.2245e-05 | Time: 1375.52 ms [2022-04-24 03:51:22 main:574] : INFO : Epoch 2023 | loss: 9.10651e-05 | val_loss: 9.05167e-05 | Time: 1420.37 ms [2022-04-24 03:51:23 main:574] : INFO : Epoch 2024 | loss: 9.31228e-05 | val_loss: 9.2707e-05 | Time: 1431.43 ms [2022-04-24 03:51:25 main:574] : INFO : Epoch 2025 | loss: 8.85795e-05 | val_loss: 9.13135e-05 | Time: 1400.97 ms [2022-04-24 03:51:26 main:574] : INFO : Epoch 2026 | loss: 8.82494e-05 | val_loss: 9.20581e-05 | Time: 1377.61 ms [2022-04-24 03:51:27 main:574] : INFO : Epoch 2027 | loss: 8.80805e-05 | val_loss: 9.34296e-05 | Time: 1401.36 ms [2022-04-24 03:51:29 main:574] : INFO : Epoch 2028 | loss: 8.96512e-05 | val_loss: 9.56733e-05 | Time: 1392.07 ms [2022-04-24 03:51:30 main:574] : INFO : Epoch 2029 | loss: 8.9534e-05 | val_loss: 9.32162e-05 | Time: 1425.06 ms [2022-04-24 03:51:32 main:574] : INFO : Epoch 2030 | loss: 8.85706e-05 | val_loss: 9.31767e-05 | Time: 1418.06 ms [2022-04-24 03:51:33 main:574] : INFO : Epoch 2031 | loss: 8.92058e-05 | val_loss: 9.24084e-05 | Time: 1407.46 ms [2022-04-24 03:51:34 main:574] : INFO : Epoch 2032 | loss: 8.79479e-05 | val_loss: 9.00422e-05 | Time: 1393.41 ms [2022-04-24 03:51:36 main:574] : INFO : Epoch 2033 | loss: 8.85907e-05 | val_loss: 9.19317e-05 | Time: 1403.92 ms [2022-04-24 03:51:37 main:574] : INFO : Epoch 2034 | loss: 8.80959e-05 | val_loss: 9.0885e-05 | Time: 1409.43 ms [2022-04-24 03:51:39 main:574] : INFO : Epoch 2035 | loss: 8.81568e-05 | val_loss: 9.1285e-05 | Time: 1427.65 ms [2022-04-24 03:51:40 main:574] : INFO : Epoch 2036 | loss: 8.88913e-05 | val_loss: 9.52611e-05 | Time: 1406.25 ms [2022-04-24 03:51:42 main:574] : INFO : Epoch 2037 | loss: 9.01382e-05 | val_loss: 9.86967e-05 | Time: 1428.3 ms [2022-04-24 03:51:43 main:574] : INFO : Epoch 2038 | loss: 9.15873e-05 | val_loss: 9.17021e-05 | Time: 1446.21 ms [2022-04-24 03:51:44 main:574] : INFO : Epoch 2039 | loss: 9.1798e-05 | val_loss: 0.000101122 | Time: 1384.39 ms [2022-04-24 03:51:46 main:574] : INFO : Epoch 2040 | loss: 9.55745e-05 | val_loss: 9.64182e-05 | Time: 1390.18 ms [2022-04-24 03:51:47 main:574] : INFO : Epoch 2041 | loss: 9.06498e-05 | val_loss: 9.31685e-05 | Time: 1394.74 ms [2022-04-24 03:51:49 main:574] : INFO : Epoch 2042 | loss: 0.00011119 | val_loss: 0.000246713 | Time: 1395.32 ms [2022-04-24 03:51:50 main:574] : INFO : Epoch 2043 | loss: 0.0105953 | val_loss: 0.0093438 | Time: 1390.29 ms [2022-04-24 03:51:51 main:574] : INFO : Epoch 2044 | loss: 0.00291088 | val_loss: 0.00124162 | Time: 1386.34 ms [2022-04-24 03:51:53 main:574] : INFO : Epoch 2045 | loss: 0.000607705 | val_loss: 0.000343004 | Time: 1417.15 ms [2022-04-24 03:51:54 main:574] : INFO : Epoch 2046 | loss: 0.000267289 | val_loss: 0.000236382 | Time: 1413.7 ms [2022-04-24 03:51:56 main:574] : INFO : Epoch 2047 | loss: 0.000205735 | val_loss: 0.00019204 | Time: 1385.74 ms [2022-04-24 03:51:57 main:574] : INFO : Epoch 2048 | loss: 0.000171112 | val_loss: 0.000156573 | Time: 1423.57 ms [2022-04-24 03:51:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000156573 [2022-04-24 03:51:57 main:603] : INFO : Saving end state to config to file [2022-04-24 03:51:57 main:608] : INFO : Success, exiting.. 03:51:57 (76940): 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)