Task 14552691
| Name | ParityModified-1647049251-30296-3-0_0 |
| Workunit | 11576440 |
| Created | 9 Apr 2022, 9:02:57 UTC |
| Sent | 10 Apr 2022, 20:36:42 UTC |
| Report deadline | 18 Apr 2022, 20:36:42 UTC |
| Received | 11 Apr 2022, 6:47:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 19 sec |
| CPU time | 42 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031101 | val_loss: 0.0311298 | Time: 1502.03 ms [2022-04-11 07:31:33 main:574] : INFO : Epoch 1543 | loss: 0.0311014 | val_loss: 0.0311316 | Time: 1484.4 ms [2022-04-11 07:31:35 main:574] : INFO : Epoch 1544 | loss: 0.0311011 | val_loss: 0.0311293 | Time: 1518.48 ms [2022-04-11 07:31:36 main:574] : INFO : Epoch 1545 | loss: 0.0310937 | val_loss: 0.0311293 | Time: 1367.24 ms [2022-04-11 07:31:38 main:574] : INFO : Epoch 1546 | loss: 0.0310985 | val_loss: 0.0311337 | Time: 1493.87 ms [2022-04-11 07:31:39 main:574] : INFO : Epoch 1547 | loss: 0.0310971 | val_loss: 0.0311311 | Time: 1412.28 ms [2022-04-11 07:31:41 main:574] : INFO : Epoch 1548 | loss: 0.0310943 | val_loss: 0.0311206 | Time: 1422.7 ms [2022-04-11 07:31:42 main:574] : INFO : Epoch 1549 | loss: 0.0310864 | val_loss: 0.0311239 | Time: 1516.51 ms [2022-04-11 07:31:44 main:574] : INFO : Epoch 1550 | loss: 0.0310801 | val_loss: 0.0311237 | Time: 1515.6 ms [2022-04-11 07:31:45 main:574] : INFO : Epoch 1551 | loss: 0.0310779 | val_loss: 0.0311214 | Time: 1507.04 ms [2022-04-11 07:31:47 main:574] : INFO : Epoch 1552 | loss: 0.0310759 | val_loss: 0.031119 | Time: 1526.23 ms [2022-04-11 07:31:48 main:574] : INFO : Epoch 1553 | loss: 0.031069 | val_loss: 0.0311226 | Time: 1553.03 ms [2022-04-11 07:31:50 main:574] : INFO : Epoch 1554 | loss: 0.0310663 | val_loss: 0.031118 | Time: 1529.94 ms [2022-04-11 07:31:51 main:574] : INFO : Epoch 1555 | loss: 0.0310664 | val_loss: 0.0311201 | Time: 1472.13 ms [2022-04-11 07:31:53 main:574] : INFO : Epoch 1556 | loss: 0.0310673 | val_loss: 0.0311158 | Time: 1446.67 ms [2022-04-11 07:31:54 main:574] : INFO : Epoch 1557 | loss: 0.0310727 | val_loss: 0.0311263 | Time: 1505.85 ms [2022-04-11 07:31:56 main:574] : INFO : Epoch 1558 | loss: 0.0310776 | val_loss: 0.031119 | Time: 1446.9 ms [2022-04-11 07:31:57 main:574] : INFO : Epoch 1559 | loss: 0.0310812 | val_loss: 0.0311245 | Time: 1408.99 ms [2022-04-11 07:31:59 main:574] : INFO : Epoch 1560 | loss: 0.0310821 | val_loss: 0.0311185 | Time: 1488.49 ms [2022-04-11 07:32:00 main:574] : INFO : Epoch 1561 | loss: 0.0310804 | val_loss: 0.031125 | Time: 1347.47 ms [2022-04-11 07:32:01 main:574] : INFO : Epoch 1562 | loss: 0.0310758 | val_loss: 0.0311201 | Time: 1354.48 ms [2022-04-11 07:32:03 main:574] : INFO : Epoch 1563 | loss: 0.03107 | val_loss: 0.0311255 | Time: 1471.39 ms [2022-04-11 07:32:04 main:574] : INFO : Epoch 1564 | loss: 0.0310689 | val_loss: 0.0311249 | Time: 1453.29 ms [2022-04-11 07:32:06 main:574] : INFO : Epoch 1565 | loss: 0.0310702 | val_loss: 0.0311233 | Time: 1542.54 ms [2022-04-11 07:32:07 main:574] : INFO : Epoch 1566 | loss: 0.0310705 | val_loss: 0.0311177 | Time: 1491.52 ms [2022-04-11 07:32:09 main:574] : INFO : Epoch 1567 | loss: 0.0310661 | val_loss: 0.0311219 | Time: 1387.12 ms [2022-04-11 07:32:10 main:574] : INFO : Epoch 1568 | loss: 0.0310699 | val_loss: 0.0311203 | Time: 1489.17 ms [2022-04-11 07:32:12 main:574] : INFO : Epoch 1569 | loss: 0.0310917 | val_loss: 0.0311251 | Time: 1506.42 ms [2022-04-11 07:32:13 main:574] : INFO : Epoch 1570 | loss: 0.0310921 | val_loss: 0.0311218 | Time: 1470.84 ms [2022-04-11 07:32:15 main:574] : INFO : Epoch 1571 | loss: 0.0310822 | val_loss: 0.0311285 | Time: 1356.52 ms [2022-04-11 07:32:16 main:574] : INFO : Epoch 1572 | loss: 0.0310777 | val_loss: 0.0311163 | Time: 1421.86 ms [2022-04-11 07:32:18 main:574] : INFO : Epoch 1573 | loss: 0.0310724 | val_loss: 0.0311206 | Time: 1551.62 ms [2022-04-11 07:32:19 main:574] : INFO : Epoch 1574 | loss: 0.0310708 | val_loss: 0.0311188 | Time: 1490.09 ms [2022-04-11 07:32:21 main:574] : INFO : Epoch 1575 | loss: 0.0310728 | val_loss: 0.0311211 | Time: 1487.26 ms [2022-04-11 07:32:22 main:574] : INFO : Epoch 1576 | loss: 0.0310766 | val_loss: 0.0311279 | Time: 1500.13 ms [2022-04-11 07:32:24 main:574] : INFO : Epoch 1577 | loss: 0.0310693 | val_loss: 0.0311201 | Time: 1523.16 ms [2022-04-11 07:32:25 main:574] : INFO : Epoch 1578 | loss: 0.0310667 | val_loss: 0.0311148 | Time: 1490.88 ms [2022-04-11 07:32:27 main:574] : INFO : Epoch 1579 | loss: 0.0310679 | val_loss: 0.0311223 | Time: 1493.04 ms [2022-04-11 07:32:28 main:574] : INFO : Epoch 1580 | loss: 0.0310684 | val_loss: 0.0311328 | Time: 1451.99 ms [2022-04-11 07:32:30 main:574] : INFO : Epoch 1581 | loss: 0.0310737 | val_loss: 0.0311188 | Time: 1471.86 ms [2022-04-11 07:32:31 main:574] : INFO : Epoch 1582 | loss: 0.0310703 | val_loss: 0.0311376 | Time: 1358.61 ms [2022-04-11 07:32:32 main:574] : INFO : Epoch 1583 | loss: 0.0310657 | val_loss: 0.0311247 | Time: 1346.5 ms [2022-04-11 07:32:34 main:574] : INFO : Epoch 1584 | loss: 0.0310667 | val_loss: 0.0311263 | Time: 1419.2 ms [2022-04-11 07:32:35 main:574] : INFO : Epoch 1585 | loss: 0.0310662 | val_loss: 0.0311195 | Time: 1474.16 ms [2022-04-11 07:32:37 main:574] : INFO : Epoch 1586 | loss: 0.0310619 | val_loss: 0.0311185 | Time: 1476.42 ms [2022-04-11 07:32:38 main:574] : INFO : Epoch 1587 | loss: 0.0310583 | val_loss: 0.0311247 | Time: 1371.73 ms [2022-04-11 07:32:40 main:574] : INFO : Epoch 1588 | loss: 0.0310577 | val_loss: 0.031121 | Time: 1449.8 ms [2022-04-11 07:32:41 main:574] : INFO : Epoch 1589 | loss: 0.0310557 | val_loss: 0.0311286 | Time: 1533.88 ms [2022-04-11 07:32:43 main:574] : INFO : Epoch 1590 | loss: 0.0310562 | val_loss: 0.0311245 | Time: 1472.17 ms [2022-04-11 07:32:44 main:574] : INFO : Epoch 1591 | loss: 0.0310566 | val_loss: 0.031122 | Time: 1470.86 ms [2022-04-11 07:32:46 main:574] : INFO : Epoch 1592 | loss: 0.0310539 | val_loss: 0.0311365 | Time: 1465.18 ms [2022-04-11 07:32:47 main:574] : INFO : Epoch 1593 | loss: 0.0310542 | val_loss: 0.0311368 | Time: 1520.04 ms [2022-04-11 07:32:49 main:574] : INFO : Epoch 1594 | loss: 0.0310557 | val_loss: 0.0311306 | Time: 1546.37 ms [2022-04-11 07:32:50 main:574] : INFO : Epoch 1595 | loss: 0.0310513 | val_loss: 0.0311327 | Time: 1493.36 ms [2022-04-11 07:32:52 main:574] : INFO : Epoch 1596 | loss: 0.0310525 | val_loss: 0.0311401 | Time: 1431.18 ms [2022-04-11 07:32:53 main:574] : INFO : Epoch 1597 | loss: 0.0310521 | val_loss: 0.0311264 | Time: 1493.49 ms [2022-04-11 07:32:55 main:574] : INFO : Epoch 1598 | loss: 0.0310504 | val_loss: 0.0311442 | Time: 1457.02 ms [2022-04-11 07:32:56 main:574] : INFO : Epoch 1599 | loss: 0.0310525 | val_loss: 0.0311329 | Time: 1437.85 ms [2022-04-11 07:32:57 main:574] : INFO : Epoch 1600 | loss: 0.031049 | val_loss: 0.0311282 | Time: 1422.11 ms [2022-04-11 07:32:59 main:574] : INFO : Epoch 1601 | loss: 0.0310523 | val_loss: 0.0311323 | Time: 1479.04 ms [2022-04-11 07:33:01 main:574] : INFO : Epoch 1602 | loss: 0.0310547 | val_loss: 0.0311411 | Time: 1586.86 ms [2022-04-11 07:33:02 main:574] : INFO : Epoch 1603 | loss: 0.0310544 | val_loss: 0.0311304 | Time: 1483.26 ms [2022-04-11 07:33:04 main:574] : INFO : Epoch 1604 | loss: 0.0310516 | val_loss: 0.0311315 | Time: 1518.64 ms [2022-04-11 07:33:05 main:574] : INFO : Epoch 1605 | loss: 0.0310519 | val_loss: 0.0311261 | Time: 1424.54 ms [2022-04-11 07:33:06 main:574] : INFO : Epoch 1606 | loss: 0.0310562 | val_loss: 0.0311291 | Time: 1420.02 ms [2022-04-11 07:33:08 main:574] : INFO : Epoch 1607 | loss: 0.031054 | val_loss: 0.0311299 | Time: 1521.28 ms [2022-04-11 07:33:09 main:574] : INFO : Epoch 1608 | loss: 0.0310518 | val_loss: 0.031135 | Time: 1468.24 ms [2022-04-11 07:33:11 main:574] : INFO : Epoch 1609 | loss: 0.0310482 | val_loss: 0.0311383 | Time: 1451.43 ms [2022-04-11 07:33:12 main:574] : INFO : Epoch 1610 | loss: 0.0310556 | val_loss: 0.0311197 | Time: 1474.65 ms [2022-04-11 07:33:14 main:574] : INFO : Epoch 1611 | loss: 0.0310625 | val_loss: 0.0311239 | Time: 1509.41 ms [2022-04-11 07:33:15 main:574] : INFO : Epoch 1612 | loss: 0.0310686 | val_loss: 0.0311339 | Time: 1497.56 ms [2022-04-11 07:33:17 main:574] : INFO : Epoch 1613 | loss: 0.0310628 | val_loss: 0.0311283 | Time: 1502.63 ms [2022-04-11 07:33:18 main:574] : INFO : Epoch 1614 | loss: 0.0310589 | val_loss: 0.0311297 | Time: 1486.48 ms [2022-04-11 07:33:20 main:574] : INFO : Epoch 1615 | loss: 0.0310634 | val_loss: 0.0311265 | Time: 1483.41 ms [2022-04-11 07:33:21 main:574] : INFO : Epoch 1616 | loss: 0.0310648 | val_loss: 0.0311303 | Time: 1473.44 ms [2022-04-11 07:33:23 main:574] : INFO : Epoch 1617 | loss: 0.0310624 | val_loss: 0.0311268 | Time: 1438.01 ms [2022-04-11 07:33:24 main:574] : INFO : Epoch 1618 | loss: 0.0310602 | val_loss: 0.0311255 | Time: 1481.7 ms [2022-04-11 07:33:26 main:574] : INFO : Epoch 1619 | loss: 0.0310609 | val_loss: 0.0311243 | Time: 1374.76 ms [2022-04-11 07:33:27 main:574] : INFO : Epoch 1620 | loss: 0.0310548 | val_loss: 0.0311239 | Time: 1456.31 ms [2022-04-11 07:33:29 main:574] : INFO : Epoch 1621 | loss: 0.031053 | val_loss: 0.0311256 | Time: 1481.14 ms [2022-04-11 07:33:30 main:574] : INFO : Epoch 1622 | loss: 0.0310567 | val_loss: 0.0311283 | Time: 1432.52 ms [2022-04-11 07:33:32 main:574] : INFO : Epoch 1623 | loss: 0.0310591 | val_loss: 0.0311219 | Time: 1343.31 ms [2022-04-11 07:33:33 main:574] : INFO : Epoch 1624 | loss: 0.0310559 | val_loss: 0.0311165 | Time: 1384.21 ms [2022-04-11 07:33:35 main:574] : INFO : Epoch 1625 | loss: 0.0310525 | val_loss: 0.0311247 | Time: 1505.49 ms [2022-04-11 07:33:36 main:574] : INFO : Epoch 1626 | loss: 0.0310502 | val_loss: 0.0311255 | Time: 1436.91 ms [2022-04-11 07:33:37 main:574] : INFO : Epoch 1627 | loss: 0.0310474 | val_loss: 0.0311267 | Time: 1487.16 ms [2022-04-11 07:33:39 main:574] : INFO : Epoch 1628 | loss: 0.0310491 | val_loss: 0.0311326 | Time: 1522.15 ms [2022-04-11 07:33:40 main:574] : INFO : Epoch 1629 | loss: 0.0310505 | val_loss: 0.0311194 | Time: 1407.05 ms [2022-04-11 07:33:42 main:574] : INFO : Epoch 1630 | loss: 0.0310478 | val_loss: 0.0311305 | Time: 1501.15 ms [2022-04-11 07:33:43 main:574] : INFO : Epoch 1631 | loss: 0.031045 | val_loss: 0.0311411 | Time: 1498.48 ms [2022-04-11 07:33:45 main:574] : INFO : Epoch 1632 | loss: 0.0310437 | val_loss: 0.0311256 | Time: 1365.97 ms [2022-04-11 07:33:46 main:574] : INFO : Epoch 1633 | loss: 0.0310454 | val_loss: 0.0311392 | Time: 1516.01 ms [2022-04-11 07:33:48 main:574] : INFO : Epoch 1634 | loss: 0.0310419 | val_loss: 0.0311335 | Time: 1502.63 ms [2022-04-11 07:33:49 main:574] : INFO : Epoch 1635 | loss: 0.031048 | val_loss: 0.0311308 | Time: 1483.36 ms [2022-04-11 07:33:51 main:574] : INFO : Epoch 1636 | loss: 0.0310481 | val_loss: 0.0311302 | Time: 1411.04 ms [2022-04-11 07:33:52 main:574] : INFO : Epoch 1637 | loss: 0.0310561 | val_loss: 0.0311213 | Time: 1417.93 ms [2022-04-11 07:33:54 main:574] : INFO : Epoch 1638 | loss: 0.0310549 | val_loss: 0.03113 | Time: 1507.65 ms [2022-04-11 07:33:55 main:574] : INFO : Epoch 1639 | loss: 0.0310499 | val_loss: 0.0311312 | Time: 1474.93 ms [2022-04-11 07:33:57 main:574] : INFO : Epoch 1640 | loss: 0.0310589 | val_loss: 0.0311229 | Time: 1373.32 ms [2022-04-11 07:33:58 main:574] : INFO : Epoch 1641 | loss: 0.0310583 | val_loss: 0.0311177 | Time: 1419.97 ms [2022-04-11 07:34:00 main:574] : INFO : Epoch 1642 | loss: 0.0310595 | val_loss: 0.03113 | Time: 1427.43 ms [2022-04-11 07:34:01 main:574] : INFO : Epoch 1643 | loss: 0.0310615 | val_loss: 0.0311243 | Time: 1519.49 ms [2022-04-11 07:34:03 main:574] : INFO : Epoch 1644 | loss: 0.0310593 | val_loss: 0.0311265 | Time: 1399.01 ms [2022-04-11 07:34:04 main:574] : INFO : Epoch 1645 | loss: 0.0310537 | val_loss: 0.0311291 | Time: 1495.84 ms [2022-04-11 07:34:06 main:574] : INFO : Epoch 1646 | loss: 0.031053 | val_loss: 0.0311309 | Time: 1537.15 ms [2022-04-11 07:34:07 main:574] : INFO : Epoch 1647 | loss: 0.0310531 | val_loss: 0.0311278 | Time: 1360.43 ms [2022-04-11 07:34:09 main:574] : INFO : Epoch 1648 | loss: 0.0310485 | val_loss: 0.0311262 | Time: 1496.08 ms [2022-04-11 07:34:10 main:574] : INFO : Epoch 1649 | loss: 0.0310452 | val_loss: 0.0311328 | Time: 1459.2 ms [2022-04-11 07:34:12 main:574] : INFO : Epoch 1650 | loss: 0.0310435 | val_loss: 0.0311387 | Time: 1508.23 ms [2022-04-11 07:34:13 main:574] : INFO : Epoch 1651 | loss: 0.0310441 | val_loss: 0.0311412 | Time: 1494.83 ms [2022-04-11 07:34:15 main:574] : INFO : Epoch 1652 | loss: 0.0310482 | val_loss: 0.0311269 | Time: 1514.08 ms [2022-04-11 07:34:16 main:574] : INFO : Epoch 1653 | loss: 0.0310499 | val_loss: 0.0311191 | Time: 1359.43 ms [2022-04-11 07:34:18 main:574] : INFO : Epoch 1654 | loss: 0.0310478 | val_loss: 0.0311195 | Time: 1433.78 ms [2022-04-11 07:34:19 main:574] : INFO : Epoch 1655 | loss: 0.0310567 | val_loss: 0.0311358 | Time: 1501.66 ms [2022-04-11 07:34:21 main:574] : INFO : Epoch 1656 | loss: 0.0310589 | val_loss: 0.0311218 | Time: 1451.43 ms [2022-04-11 07:34:22 main:574] : INFO : Epoch 1657 | loss: 0.0310689 | val_loss: 0.0311231 | Time: 1359.4 ms [2022-04-11 07:34:23 main:574] : INFO : Epoch 1658 | loss: 0.0310659 | val_loss: 0.0311203 | Time: 1506.58 ms [2022-04-11 07:34:25 main:574] : INFO : Epoch 1659 | loss: 0.0310587 | val_loss: 0.0311249 | Time: 1384.77 ms [2022-04-11 07:34:26 main:574] : INFO : Epoch 1660 | loss: 0.0310525 | val_loss: 0.0311191 | Time: 1510.37 ms [2022-04-11 07:34:28 main:574] : INFO : Epoch 1661 | loss: 0.0310499 | val_loss: 0.0311266 | Time: 1505.15 ms [2022-04-11 07:34:29 main:574] : INFO : Epoch 1662 | loss: 0.0310534 | val_loss: 0.0311347 | Time: 1460.84 ms [2022-04-11 07:34:31 main:574] : INFO : Epoch 1663 | loss: 0.0310606 | val_loss: 0.0311281 | Time: 1501.89 ms [2022-04-11 07:34:32 main:574] : INFO : Epoch 1664 | loss: 0.0310581 | val_loss: 0.031126 | Time: 1360.81 ms [2022-04-11 07:34:34 main:574] : INFO : Epoch 1665 | loss: 0.0310546 | val_loss: 0.0311232 | Time: 1391.06 ms [2022-04-11 07:34:35 main:574] : INFO : Epoch 1666 | loss: 0.031053 | val_loss: 0.0311306 | Time: 1457.25 ms [2022-04-11 07:34:37 main:574] : INFO : Epoch 1667 | loss: 0.0310487 | val_loss: 0.0311373 | Time: 1462.09 ms [2022-04-11 07:34:38 main:574] : INFO : Epoch 1668 | loss: 0.0310471 | val_loss: 0.0311381 | Time: 1416.64 ms [2022-04-11 07:34:40 main:574] : INFO : Epoch 1669 | loss: 0.0310499 | val_loss: 0.0311356 | Time: 1544.38 ms [2022-04-11 07:34:41 main:574] : INFO : Epoch 1670 | loss: 0.0310478 | val_loss: 0.0311252 | Time: 1371.62 ms [2022-04-11 07:34:43 main:574] : INFO : Epoch 1671 | loss: 0.0310729 | val_loss: 0.0311413 | Time: 1529.21 ms [2022-04-11 07:34:44 main:574] : INFO : Epoch 1672 | loss: 0.0310684 | val_loss: 0.0311283 | Time: 1524.75 ms [2022-04-11 07:34:45 main:574] : INFO : Epoch 1673 | loss: 0.0310515 | val_loss: 0.0311435 | Time: 1411.26 ms [2022-04-11 07:34:47 main:574] : INFO : Epoch 1674 | loss: 0.0310442 | val_loss: 0.0311348 | Time: 1347.1 ms [2022-04-11 07:34:48 main:574] : INFO : Epoch 1675 | loss: 0.0310453 | val_loss: 0.0311388 | Time: 1546.42 ms [2022-04-11 07:34:50 main:574] : INFO : Epoch 1676 | loss: 0.0310471 | val_loss: 0.0311316 | Time: 1412.07 ms [2022-04-11 07:34:51 main:574] : INFO : Epoch 1677 | loss: 0.0310515 | val_loss: 0.0311281 | Time: 1364.96 ms [2022-04-11 07:34:53 main:574] : INFO : Epoch 1678 | loss: 0.031049 | val_loss: 0.0311252 | Time: 1475.43 ms [2022-04-11 07:34:54 main:574] : INFO : Epoch 1679 | loss: 0.0310503 | val_loss: 0.031129 | Time: 1482.8 ms [2022-04-11 07:34:56 main:574] : INFO : Epoch 1680 | loss: 0.0310745 | val_loss: 0.0311262 | Time: 1424.79 ms [2022-04-11 07:34:57 main:574] : INFO : Epoch 1681 | loss: 0.031081 | val_loss: 0.0311138 | Time: 1479.57 ms [2022-04-11 07:34:59 main:574] : INFO : Epoch 1682 | loss: 0.0310713 | val_loss: 0.031123 | Time: 1422.56 ms [2022-04-11 07:35:00 main:574] : INFO : Epoch 1683 | loss: 0.0310644 | val_loss: 0.0311212 | Time: 1388.31 ms [2022-04-11 07:35:02 main:574] : INFO : Epoch 1684 | loss: 0.031058 | val_loss: 0.0311309 | Time: 1436.76 ms [2022-04-11 07:35:03 main:574] : INFO : Epoch 1685 | loss: 0.0310568 | val_loss: 0.0311367 | Time: 1476.09 ms [2022-04-11 07:35:04 main:574] : INFO : Epoch 1686 | loss: 0.0310592 | val_loss: 0.0311301 | Time: 1464.52 ms [2022-04-11 07:35:06 main:574] : INFO : Epoch 1687 | loss: 0.0310521 | val_loss: 0.0311335 | Time: 1362.17 ms [2022-04-11 07:35:07 main:574] : INFO : Epoch 1688 | loss: 0.0310483 | val_loss: 0.0311261 | Time: 1492.2 ms [2022-04-11 07:35:09 main:574] : INFO : Epoch 1689 | loss: 0.0310465 | val_loss: 0.0311209 | Time: 1380.85 ms [2022-04-11 07:35:10 main:574] : INFO : Epoch 1690 | loss: 0.0310486 | val_loss: 0.0311389 | Time: 1506.54 ms [2022-04-11 07:35:12 main:574] : INFO : Epoch 1691 | loss: 0.031051 | val_loss: 0.0311168 | Time: 1405.44 ms [2022-04-11 07:35:13 main:574] : INFO : Epoch 1692 | loss: 0.031052 | val_loss: 0.0311262 | Time: 1356.2 ms [2022-04-11 07:35:15 main:574] : INFO : Epoch 1693 | loss: 0.031049 | val_loss: 0.0311237 | Time: 1450.45 ms [2022-04-11 07:35:16 main:574] : INFO : Epoch 1694 | loss: 0.0310487 | val_loss: 0.0311231 | Time: 1380.65 ms [2022-04-11 07:35:17 main:574] : INFO : Epoch 1695 | loss: 0.0310524 | val_loss: 0.0311292 | Time: 1470.61 ms [2022-04-11 07:35:19 main:574] : INFO : Epoch 1696 | loss: 0.0310476 | val_loss: 0.0311323 | Time: 1492.45 ms [2022-04-11 07:35:21 main:574] : INFO : Epoch 1697 | loss: 0.0310471 | val_loss: 0.0311283 | Time: 1518.01 ms [2022-04-11 07:35:22 main:574] : INFO : Epoch 1698 | loss: 0.031052 | val_loss: 0.0311294 | Time: 1497.28 ms [2022-04-11 07:35:23 main:574] : INFO : Epoch 1699 | loss: 0.0310546 | val_loss: 0.0311422 | Time: 1429.53 ms [2022-04-11 07:35:25 main:574] : INFO : Epoch 1700 | loss: 0.0310506 | val_loss: 0.0311364 | Time: 1508.79 ms [2022-04-11 07:35:27 main:574] : INFO : Epoch 1701 | loss: 0.0310464 | val_loss: 0.0311305 | Time: 1547.48 ms [2022-04-11 07:35:28 main:574] : INFO : Epoch 1702 | loss: 0.0310451 | val_loss: 0.0311289 | Time: 1432.13 ms [2022-04-11 07:35:30 main:574] : INFO : Epoch 1703 | loss: 0.0310521 | val_loss: 0.0311424 | Time: 1525.67 ms [2022-04-11 07:35:31 main:574] : INFO : Epoch 1704 | loss: 0.0310541 | val_loss: 0.0311253 | Time: 1460.83 ms [2022-04-11 07:35:33 main:574] : INFO : Epoch 1705 | loss: 0.031044 | val_loss: 0.0311232 | Time: 1465.4 ms [2022-04-11 07:35:34 main:574] : INFO : Epoch 1706 | loss: 0.0310432 | val_loss: 0.0311454 | Time: 1573.34 ms [2022-04-11 07:35:36 main:574] : INFO : Epoch 1707 | loss: 0.0310412 | val_loss: 0.0311313 | Time: 1691.82 ms [2022-04-11 07:35:37 main:574] : INFO : Epoch 1708 | loss: 0.0310427 | val_loss: 0.0311224 | Time: 1368.12 ms [2022-04-11 07:35:39 main:574] : INFO : Epoch 1709 | loss: 0.0310518 | val_loss: 0.0311275 | Time: 1475.05 ms [2022-04-11 07:35:40 main:574] : INFO : Epoch 1710 | loss: 0.0310523 | val_loss: 0.0311399 | Time: 1521.26 ms [2022-04-11 07:35:42 main:574] : INFO : Epoch 1711 | loss: 0.0310549 | val_loss: 0.0311305 | Time: 1386.16 ms [2022-04-11 07:35:43 main:574] : INFO : Epoch 1712 | loss: 0.0310534 | val_loss: 0.0311228 | Time: 1530.94 ms [2022-04-11 07:35:45 main:574] : INFO : Epoch 1713 | loss: 0.0310608 | val_loss: 0.0311195 | Time: 1500.84 ms [2022-04-11 07:35:46 main:574] : INFO : Epoch 1714 | loss: 0.0310686 | val_loss: 0.0311238 | Time: 1492.26 ms [2022-04-11 07:35:48 main:574] : INFO : Epoch 1715 | loss: 0.0310681 | val_loss: 0.0311194 | Time: 1553.6 ms [2022-04-11 07:35:49 main:574] : INFO : Epoch 1716 | loss: 0.0310809 | val_loss: 0.0311212 | Time: 1501.23 ms [2022-04-11 07:35:51 main:574] : INFO : Epoch 1717 | loss: 0.03108 | val_loss: 0.0311319 | Time: 1515.45 ms [2022-04-11 07:35:52 main:574] : INFO : Epoch 1718 | loss: 0.0310693 | val_loss: 0.0311189 | Time: 1454.39 ms [2022-04-11 07:35:54 main:574] : INFO : Epoch 1719 | loss: 0.0310719 | val_loss: 0.0311204 | Time: 1538.66 ms [2022-04-11 07:35:55 main:574] : INFO : Epoch 1720 | loss: 0.0310654 | val_loss: 0.031126 | Time: 1497.16 ms [2022-04-11 07:35:57 main:574] : INFO : Epoch 1721 | loss: 0.0310626 | val_loss: 0.0311216 | Time: 1486.81 ms [2022-04-11 07:35:58 main:574] : INFO : Epoch 1722 | loss: 0.0310551 | val_loss: 0.0311161 | Time: 1523.35 ms [2022-04-11 07:36:00 main:574] : INFO : Epoch 1723 | loss: 0.0310644 | val_loss: 0.0311263 | Time: 1375.34 ms [2022-04-11 07:36:01 main:574] : INFO : Epoch 1724 | loss: 0.0310605 | val_loss: 0.0311286 | Time: 1486.6 ms [2022-04-11 07:36:03 main:574] : INFO : Epoch 1725 | loss: 0.0310559 | val_loss: 0.0311335 | Time: 1365.1 ms [2022-04-11 07:36:04 main:574] : INFO : Epoch 1726 | loss: 0.0310491 | val_loss: 0.0311251 | Time: 1369.71 ms [2022-04-11 07:36:05 main:574] : INFO : Epoch 1727 | loss: 0.0310521 | val_loss: 0.0311267 | Time: 1363.78 ms [2022-04-11 07:36:07 main:574] : INFO : Epoch 1728 | loss: 0.0310588 | val_loss: 0.0311254 | Time: 1516.86 ms [2022-04-11 07:36:08 main:574] : INFO : Epoch 1729 | loss: 0.0310611 | val_loss: 0.0311311 | Time: 1469.97 ms [2022-04-11 07:36:10 main:574] : INFO : Epoch 1730 | loss: 0.0310579 | val_loss: 0.0311224 | Time: 1444.23 ms [2022-04-11 07:36:11 main:574] : INFO : Epoch 1731 | loss: 0.0310539 | val_loss: 0.0311216 | Time: 1512.17 ms [2022-04-11 07:36:13 main:574] : INFO : Epoch 1732 | loss: 0.0310566 | val_loss: 0.0311232 | Time: 1345.75 ms [2022-04-11 07:36:14 main:574] : INFO : Epoch 1733 | loss: 0.0310562 | val_loss: 0.0311252 | Time: 1511.02 ms [2022-04-11 07:36:16 main:574] : INFO : Epoch 1734 | loss: 0.0310552 | val_loss: 0.0311225 | Time: 1452.99 ms [2022-04-11 07:36:17 main:574] : INFO : Epoch 1735 | loss: 0.0310568 | val_loss: 0.0311238 | Time: 1354.33 ms [2022-04-11 07:36:19 main:574] : INFO : Epoch 1736 | loss: 0.0310657 | val_loss: 0.0311342 | Time: 1515.65 ms [2022-04-11 07:36:20 main:574] : INFO : Epoch 1737 | loss: 0.031062 | val_loss: 0.0311207 | Time: 1499.71 ms [2022-04-11 07:36:22 main:574] : INFO : Epoch 1738 | loss: 0.0310599 | val_loss: 0.0311182 | Time: 1479.09 ms [2022-04-11 07:36:23 main:574] : INFO : Epoch 1739 | loss: 0.0310552 | val_loss: 0.0311146 | Time: 1400.58 ms [2022-04-11 07:36:25 main:574] : INFO : Epoch 1740 | loss: 0.0310729 | val_loss: 0.0311278 | Time: 1493.96 ms [2022-04-11 07:36:26 main:574] : INFO : Epoch 1741 | loss: 0.0310881 | val_loss: 0.0311339 | Time: 1560.18 ms [2022-04-11 07:36:28 main:574] : INFO : Epoch 1742 | loss: 0.0310714 | val_loss: 0.0311307 | Time: 1486.04 ms [2022-04-11 07:36:29 main:574] : INFO : Epoch 1743 | loss: 0.0310668 | val_loss: 0.0311263 | Time: 1522.98 ms [2022-04-11 07:36:31 main:574] : INFO : Epoch 1744 | loss: 0.031061 | val_loss: 0.0311282 | Time: 1474.23 ms [2022-04-11 07:36:32 main:574] : INFO : Epoch 1745 | loss: 0.0310624 | val_loss: 0.0311238 | Time: 1359.92 ms [2022-04-11 07:36:34 main:574] : INFO : Epoch 1746 | loss: 0.0310623 | val_loss: 0.0311278 | Time: 1447.68 ms [2022-04-11 07:36:35 main:574] : INFO : Epoch 1747 | loss: 0.0310565 | val_loss: 0.0311276 | Time: 1445.17 ms [2022-04-11 07:36:36 main:574] : INFO : Epoch 1748 | loss: 0.0310562 | val_loss: 0.0311363 | Time: 1386.75 ms [2022-04-11 07:36:38 main:574] : INFO : Epoch 1749 | loss: 0.0310526 | val_loss: 0.0311257 | Time: 1478.28 ms [2022-04-11 07:36:39 main:574] : INFO : Epoch 1750 | loss: 0.0310487 | val_loss: 0.0311241 | Time: 1463.23 ms [2022-04-11 07:36:41 main:574] : INFO : Epoch 1751 | loss: 0.0310498 | val_loss: 0.03112 | Time: 1371.01 ms [2022-04-11 07:36:42 main:574] : INFO : Epoch 1752 | loss: 0.0310465 | val_loss: 0.0311227 | Time: 1479.52 ms [2022-04-11 07:36:44 main:574] : INFO : Epoch 1753 | loss: 0.031051 | val_loss: 0.0311221 | Time: 1441.1 ms [2022-04-11 07:36:45 main:574] : INFO : Epoch 1754 | loss: 0.0310542 | val_loss: 0.0311302 | Time: 1465.68 ms [2022-04-11 07:36:47 main:574] : INFO : Epoch 1755 | loss: 0.0310539 | val_loss: 0.0311285 | Time: 1490.45 ms [2022-04-11 07:36:48 main:574] : INFO : Epoch 1756 | loss: 0.0310488 | val_loss: 0.0311339 | Time: 1398.36 ms [2022-04-11 07:36:50 main:574] : INFO : Epoch 1757 | loss: 0.0310526 | val_loss: 0.0311288 | Time: 1543.8 ms [2022-04-11 07:36:51 main:574] : INFO : Epoch 1758 | loss: 0.0310622 | val_loss: 0.0311257 | Time: 1487.86 ms [2022-04-11 07:36:53 main:574] : INFO : Epoch 1759 | loss: 0.0310564 | val_loss: 0.0311297 | Time: 1370.01 ms [2022-04-11 07:36:54 main:574] : INFO : Epoch 1760 | loss: 0.0310537 | val_loss: 0.0311314 | Time: 1397.09 ms [2022-04-11 07:36:55 main:574] : INFO : Epoch 1761 | loss: 0.0310538 | val_loss: 0.031132 | Time: 1371.24 ms [2022-04-11 07:36:57 main:574] : INFO : Epoch 1762 | loss: 0.0310536 | val_loss: 0.0311379 | Time: 1501.77 ms [2022-04-11 07:36:58 main:574] : INFO : Epoch 1763 | loss: 0.0310566 | val_loss: 0.0311319 | Time: 1379.64 ms [2022-04-11 07:37:00 main:574] : INFO : Epoch 1764 | loss: 0.0310584 | val_loss: 0.0311278 | Time: 1453.28 ms [2022-04-11 07:37:01 main:574] : INFO : Epoch 1765 | loss: 0.0310666 | val_loss: 0.0311257 | Time: 1364.51 ms [2022-04-11 07:37:03 main:574] : INFO : Epoch 1766 | loss: 0.0310587 | val_loss: 0.0311217 | Time: 1386.56 ms [2022-04-11 07:37:04 main:574] : INFO : Epoch 1767 | loss: 0.0310541 | val_loss: 0.0311221 | Time: 1422.31 ms [2022-04-11 07:37:05 main:574] : INFO : Epoch 1768 | loss: 0.0310527 | val_loss: 0.031125 | Time: 1354.34 ms [2022-04-11 07:37:07 main:574] : INFO : Epoch 1769 | loss: 0.0310512 | val_loss: 0.0311255 | Time: 1490.02 ms [2022-04-11 07:37:08 main:574] : INFO : Epoch 1770 | loss: 0.0310518 | val_loss: 0.0311253 | Time: 1488.68 ms [2022-04-11 07:37:10 main:574] : INFO : Epoch 1771 | loss: 0.0310507 | val_loss: 0.0311269 | Time: 1503.94 ms [2022-04-11 07:37:11 main:574] : INFO : Epoch 1772 | loss: 0.0310494 | val_loss: 0.0311278 | Time: 1475.9 ms [2022-04-11 07:37:13 main:574] : INFO : Epoch 1773 | loss: 0.0310452 | val_loss: 0.0311219 | Time: 1519.95 ms [2022-04-11 07:37:14 main:574] : INFO : Epoch 1774 | loss: 0.0310449 | val_loss: 0.0311186 | Time: 1524.95 ms [2022-04-11 07:37:16 main:574] : INFO : Epoch 1775 | loss: 0.0310533 | val_loss: 0.0311321 | Time: 1504.74 ms [2022-04-11 07:37:17 main:574] : INFO : Epoch 1776 | loss: 0.0310491 | val_loss: 0.0311209 | Time: 1451.55 ms [2022-04-11 07:37:19 main:574] : INFO : Epoch 1777 | loss: 0.0310449 | val_loss: 0.031127 | Time: 1498.03 ms [2022-04-11 07:37:20 main:574] : INFO : Epoch 1778 | loss: 0.0310507 | val_loss: 0.0311279 | Time: 1468.23 ms [2022-04-11 07:37:22 main:574] : INFO : Epoch 1779 | loss: 0.0310463 | val_loss: 0.0311289 | Time: 1542.18 ms [2022-04-11 07:37:23 main:574] : INFO : Epoch 1780 | loss: 0.0310515 | val_loss: 0.0311252 | Time: 1404.42 ms [2022-04-11 07:37:25 main:574] : INFO : Epoch 1781 | loss: 0.0310921 | val_loss: 0.0311395 | Time: 1492.76 ms [2022-04-11 07:37:26 main:574] : INFO : Epoch 1782 | loss: 0.0311083 | val_loss: 0.0311294 | Time: 1459.43 ms [2022-04-11 07:37:28 main:574] : INFO : Epoch 1783 | loss: 0.0311056 | val_loss: 0.0311323 | Time: 1549.5 ms [2022-04-11 07:37:29 main:574] : INFO : Epoch 1784 | loss: 0.0311059 | val_loss: 0.0311348 | Time: 1481.38 ms [2022-04-11 07:37:31 main:574] : INFO : Epoch 1785 | loss: 0.0311015 | val_loss: 0.0311325 | Time: 1460.36 ms [2022-04-11 07:37:32 main:574] : INFO : Epoch 1786 | loss: 0.0310961 | val_loss: 0.0311339 | Time: 1453.01 ms [2022-04-11 07:37:34 main:574] : INFO : Epoch 1787 | loss: 0.0310935 | val_loss: 0.0311329 | Time: 1495.22 ms [2022-04-11 07:37:35 main:574] : INFO : Epoch 1788 | loss: 0.0310929 | val_loss: 0.0311363 | Time: 1506.11 ms [2022-04-11 07:37:37 main:574] : INFO : Epoch 1789 | loss: 0.0310895 | val_loss: 0.0311296 | Time: 1441.81 ms [2022-04-11 07:37:38 main:574] : INFO : Epoch 1790 | loss: 0.031087 | val_loss: 0.0311353 | Time: 1510.07 ms [2022-04-11 07:37:40 main:574] : INFO : Epoch 1791 | loss: 0.031084 | val_loss: 0.0311348 | Time: 1428.69 ms [2022-04-11 07:37:41 main:574] : INFO : Epoch 1792 | loss: 0.0310847 | val_loss: 0.0311317 | Time: 1496.67 ms [2022-04-11 07:37:43 main:574] : INFO : Epoch 1793 | loss: 0.0310829 | val_loss: 0.0311369 | Time: 1550.55 ms [2022-04-11 07:37:44 main:574] : INFO : Epoch 1794 | loss: 0.031082 | val_loss: 0.0311283 | Time: 1476.38 ms [2022-04-11 07:37:46 main:574] : INFO : Epoch 1795 | loss: 0.0310796 | val_loss: 0.031126 | Time: 1400.49 ms [2022-04-11 07:37:47 main:574] : INFO : Epoch 1796 | loss: 0.0310817 | val_loss: 0.0311224 | Time: 1377.42 ms [2022-04-11 07:37:49 main:574] : INFO : Epoch 1797 | loss: 0.031085 | val_loss: 0.0311274 | Time: 1417.33 ms [2022-04-11 07:37:50 main:574] : INFO : Epoch 1798 | loss: 0.031083 | val_loss: 0.0311312 | Time: 1420.75 ms [2022-04-11 07:37:51 main:574] : INFO : Epoch 1799 | loss: 0.0310767 | val_loss: 0.0311293 | Time: 1493.92 ms [2022-04-11 07:37:53 main:574] : INFO : Epoch 1800 | loss: 0.0310735 | val_loss: 0.0311348 | Time: 1471.53 ms [2022-04-11 07:37:54 main:574] : INFO : Epoch 1801 | loss: 0.0310703 | val_loss: 0.0311359 | Time: 1409.92 ms [2022-04-11 07:37:56 main:574] : INFO : Epoch 1802 | loss: 0.0310699 | val_loss: 0.031128 | Time: 1499.61 ms [2022-04-11 07:37:57 main:574] : INFO : Epoch 1803 | loss: 0.0310677 | val_loss: 0.031132 | Time: 1502.27 ms [2022-04-11 07:37:59 main:574] : INFO : Epoch 1804 | loss: 0.0310638 | val_loss: 0.0311476 | Time: 1515.36 ms [2022-04-11 07:38:00 main:574] : INFO : Epoch 1805 | loss: 0.0310641 | val_loss: 0.0311242 | Time: 1502.31 ms [2022-04-11 07:38:02 main:574] : INFO : Epoch 1806 | loss: 0.0310613 | val_loss: 0.0311319 | Time: 1487.48 ms [2022-04-11 07:38:03 main:574] : INFO : Epoch 1807 | loss: 0.0310738 | val_loss: 0.0311228 | Time: 1424.66 ms [2022-04-11 07:38:05 main:574] : INFO : Epoch 1808 | loss: 0.0310675 | val_loss: 0.0311294 | Time: 1480.5 ms [2022-04-11 07:38:06 main:574] : INFO : Epoch 1809 | loss: 0.0310637 | val_loss: 0.0311178 | Time: 1359.92 ms [2022-04-11 07:38:08 main:574] : INFO : Epoch 1810 | loss: 0.031066 | val_loss: 0.0311235 | Time: 1350.05 ms [2022-04-11 07:38:09 main:574] : INFO : Epoch 1811 | loss: 0.031068 | val_loss: 0.0311216 | Time: 1350.08 ms [2022-04-11 07:38:10 main:574] : INFO : Epoch 1812 | loss: 0.031072 | val_loss: 0.0311282 | Time: 1438.61 ms [2022-04-11 07:38:12 main:574] : INFO : Epoch 1813 | loss: 0.0310669 | val_loss: 0.0311217 | Time: 1374.21 ms [2022-04-11 07:38:13 main:574] : INFO : Epoch 1814 | loss: 0.0310667 | val_loss: 0.0311252 | Time: 1471.93 ms [2022-04-11 07:38:15 main:574] : INFO : Epoch 1815 | loss: 0.0310667 | val_loss: 0.0311213 | Time: 1351.93 ms [2022-04-11 07:38:16 main:574] : INFO : Epoch 1816 | loss: 0.0310639 | val_loss: 0.0311196 | Time: 1346.17 ms [2022-04-11 07:38:17 main:574] : INFO : Epoch 1817 | loss: 0.0310647 | val_loss: 0.0311245 | Time: 1387.44 ms [2022-04-11 07:38:19 main:574] : INFO : Epoch 1818 | loss: 0.031062 | val_loss: 0.0311277 | Time: 1512.75 ms [2022-04-11 07:38:20 main:574] : INFO : Epoch 1819 | loss: 0.0310618 | val_loss: 0.031125 | Time: 1550.79 ms [2022-04-11 07:38:22 main:574] : INFO : Epoch 1820 | loss: 0.0310865 | val_loss: 0.0311354 | Time: 1392.35 ms [2022-04-11 07:38:23 main:574] : INFO : Epoch 1821 | loss: 0.031092 | val_loss: 0.0311265 | Time: 1535.91 ms [2022-04-11 07:38:25 main:574] : INFO : Epoch 1822 | loss: 0.0310878 | val_loss: 0.0311229 | Time: 1462.62 ms [2022-04-11 07:38:26 main:574] : INFO : Epoch 1823 | loss: 0.031085 | val_loss: 0.0311246 | Time: 1390.03 ms [2022-04-11 07:38:28 main:574] : INFO : Epoch 1824 | loss: 0.0310838 | val_loss: 0.0311197 | Time: 1480.47 ms [2022-04-11 07:38:29 main:574] : INFO : Epoch 1825 | loss: 0.0310758 | val_loss: 0.031121 | Time: 1458.6 ms [2022-04-11 07:38:31 main:574] : INFO : Epoch 1826 | loss: 0.0310733 | val_loss: 0.0311186 | Time: 1518.92 ms [2022-04-11 07:38:32 main:574] : INFO : Epoch 1827 | loss: 0.0310692 | val_loss: 0.0311158 | Time: 1521.51 ms [2022-04-11 07:38:34 main:574] : INFO : Epoch 1828 | loss: 0.0310648 | val_loss: 0.0311231 | Time: 1467.08 ms [2022-04-11 07:38:35 main:574] : INFO : Epoch 1829 | loss: 0.0310706 | val_loss: 0.0311166 | Time: 1481.16 ms [2022-04-11 07:38:37 main:574] : INFO : Epoch 1830 | loss: 0.0310694 | val_loss: 0.0311171 | Time: 1560.77 ms [2022-04-11 07:38:38 main:574] : INFO : Epoch 1831 | loss: 0.0310687 | val_loss: 0.0311157 | Time: 1514.5 ms [2022-04-11 07:38:40 main:574] : INFO : Epoch 1832 | loss: 0.0310651 | val_loss: 0.0311157 | Time: 1413.07 ms [2022-04-11 07:38:41 main:574] : INFO : Epoch 1833 | loss: 0.0310633 | val_loss: 0.031125 | Time: 1457.81 ms [2022-04-11 07:38:43 main:574] : INFO : Epoch 1834 | loss: 0.03106 | val_loss: 0.0311164 | Time: 1440.45 ms [2022-04-11 07:38:44 main:574] : INFO : Epoch 1835 | loss: 0.0310614 | val_loss: 0.0311193 | Time: 1350.88 ms [2022-04-11 07:38:45 main:574] : INFO : Epoch 1836 | loss: 0.0310593 | val_loss: 0.0311311 | Time: 1392.7 ms [2022-04-11 07:38:47 main:574] : INFO : Epoch 1837 | loss: 0.0310632 | val_loss: 0.03112 | Time: 1377.73 ms [2022-04-11 07:38:48 main:574] : INFO : Epoch 1838 | loss: 0.0310616 | val_loss: 0.0311265 | Time: 1548.36 ms [2022-04-11 07:38:50 main:574] : INFO : Epoch 1839 | loss: 0.0310616 | val_loss: 0.0311186 | Time: 1350.09 ms [2022-04-11 07:38:51 main:574] : INFO : Epoch 1840 | loss: 0.0310587 | val_loss: 0.0311182 | Time: 1542.51 ms [2022-04-11 07:38:53 main:574] : INFO : Epoch 1841 | loss: 0.0310578 | val_loss: 0.0311175 | Time: 1365.3 ms [2022-04-11 07:38:54 main:574] : INFO : Epoch 1842 | loss: 0.0310609 | val_loss: 0.0311209 | Time: 1345.81 ms [2022-04-11 07:38:55 main:574] : INFO : Epoch 1843 | loss: 0.0310584 | val_loss: 0.0311169 | Time: 1353.34 ms [2022-04-11 07:38:57 main:574] : INFO : Epoch 1844 | loss: 0.0310574 | val_loss: 0.03112 | Time: 1459.85 ms [2022-04-11 07:38:58 main:574] : INFO : Epoch 1845 | loss: 0.0310532 | val_loss: 0.0311212 | Time: 1482.36 ms [2022-04-11 07:39:00 main:574] : INFO : Epoch 1846 | loss: 0.0310508 | val_loss: 0.0311183 | Time: 1494.16 ms [2022-04-11 07:39:01 main:574] : INFO : Epoch 1847 | loss: 0.0310497 | val_loss: 0.0311301 | Time: 1472.72 ms [2022-04-11 07:39:03 main:574] : INFO : Epoch 1848 | loss: 0.0310536 | val_loss: 0.0311268 | Time: 1392.42 ms [2022-04-11 07:39:04 main:574] : INFO : Epoch 1849 | loss: 0.0310481 | val_loss: 0.0311196 | Time: 1518.58 ms [2022-04-11 07:39:06 main:574] : INFO : Epoch 1850 | loss: 0.0310519 | val_loss: 0.0311288 | Time: 1372.4 ms [2022-04-11 07:39:07 main:574] : INFO : Epoch 1851 | loss: 0.0310524 | val_loss: 0.0311345 | Time: 1341.38 ms [2022-04-11 07:39:08 main:574] : INFO : Epoch 1852 | loss: 0.0310566 | val_loss: 0.0311227 | Time: 1431.39 ms [2022-04-11 07:39:10 main:574] : INFO : Epoch 1853 | loss: 0.0310612 | val_loss: 0.0311397 | Time: 1560.44 ms [2022-04-11 07:39:11 main:574] : INFO : Epoch 1854 | loss: 0.0310591 | val_loss: 0.0311249 | Time: 1479.37 ms [2022-04-11 07:39:13 main:574] : INFO : Epoch 1855 | loss: 0.0310559 | val_loss: 0.0311343 | Time: 1384.21 ms [2022-04-11 07:39:14 main:574] : INFO : Epoch 1856 | loss: 0.0310592 | val_loss: 0.031118 | Time: 1549.35 ms [2022-04-11 07:39:16 main:574] : INFO : Epoch 1857 | loss: 0.0310574 | val_loss: 0.0311211 | Time: 1433.95 ms [2022-04-11 07:39:17 main:574] : INFO : Epoch 1858 | loss: 0.0310564 | val_loss: 0.0311219 | Time: 1510.23 ms [2022-04-11 07:39:19 main:574] : INFO : Epoch 1859 | loss: 0.0310542 | val_loss: 0.0311459 | Time: 1538.58 ms [2022-04-11 07:39:20 main:574] : INFO : Epoch 1860 | loss: 0.0310581 | val_loss: 0.0311479 | Time: 1363.85 ms [2022-04-11 07:39:22 main:574] : INFO : Epoch 1861 | loss: 0.031707 | val_loss: 0.0319544 | Time: 1501.07 ms [2022-04-11 07:39:23 main:574] : INFO : Epoch 1862 | loss: 0.0331842 | val_loss: 0.0315072 | Time: 1505.59 ms [2022-04-11 07:39:25 main:574] : INFO : Epoch 1863 | loss: 0.0314473 | val_loss: 0.0313207 | Time: 1506.36 ms [2022-04-11 07:39:26 main:574] : INFO : Epoch 1864 | loss: 0.0312653 | val_loss: 0.0312256 | Time: 1471.99 ms [2022-04-11 07:39:28 main:574] : INFO : Epoch 1865 | loss: 0.0312053 | val_loss: 0.0311866 | Time: 1528.65 ms [2022-04-11 07:39:29 main:574] : INFO : Epoch 1866 | loss: 0.0311726 | val_loss: 0.0311683 | Time: 1515.63 ms [2022-04-11 07:39:31 main:574] : INFO : Epoch 1867 | loss: 0.0311612 | val_loss: 0.0311661 | Time: 1362.91 ms [2022-04-11 07:39:32 main:574] : INFO : Epoch 1868 | loss: 0.0311572 | val_loss: 0.0311633 | Time: 1513.36 ms [2022-04-11 07:39:34 main:574] : INFO : Epoch 1869 | loss: 0.0311464 | val_loss: 0.0311566 | Time: 1524.9 ms [2022-04-11 07:39:35 main:574] : INFO : Epoch 1870 | loss: 0.0311367 | val_loss: 0.0311505 | Time: 1502.4 ms [2022-04-11 07:39:37 main:574] : INFO : Epoch 1871 | loss: 0.0311317 | val_loss: 0.0311452 | Time: 1474.99 ms [2022-04-11 07:39:38 main:574] : INFO : Epoch 1872 | loss: 0.0311176 | val_loss: 0.031137 | Time: 1434.02 ms [2022-04-11 07:39:40 main:574] : INFO : Epoch 1873 | loss: 0.0311087 | val_loss: 0.031131 | Time: 1387.71 ms [2022-04-11 07:39:41 main:574] : INFO : Epoch 1874 | loss: 0.0311071 | val_loss: 0.0311441 | Time: 1358.54 ms [2022-04-11 07:39:42 main:574] : INFO : Epoch 1875 | loss: 0.0311071 | val_loss: 0.0311325 | Time: 1477.85 ms [2022-04-11 07:39:44 main:574] : INFO : Epoch 1876 | loss: 0.0310988 | val_loss: 0.0311383 | Time: 1524.07 ms [2022-04-11 07:39:45 main:574] : INFO : Epoch 1877 | loss: 0.0311018 | val_loss: 0.0311306 | Time: 1346.08 ms [2022-04-11 07:39:47 main:574] : INFO : Epoch 1878 | loss: 0.0310992 | val_loss: 0.0311282 | Time: 1441.46 ms [2022-04-11 07:39:48 main:574] : INFO : Epoch 1879 | loss: 0.0310955 | val_loss: 0.0311376 | Time: 1398 ms [2022-04-11 07:39:50 main:574] : INFO : Epoch 1880 | loss: 0.0310948 | val_loss: 0.0311305 | Time: 1493.14 ms [2022-04-11 07:39:51 main:574] : INFO : Epoch 1881 | loss: 0.0310916 | val_loss: 0.0311327 | Time: 1424.79 ms [2022-04-11 07:39:53 main:574] : INFO : Epoch 1882 | loss: 0.0310934 | val_loss: 0.0311305 | Time: 1468.98 ms [2022-04-11 07:39:54 main:574] : INFO : Epoch 1883 | loss: 0.0310975 | val_loss: 0.0311289 | Time: 1352.04 ms [2022-04-11 07:39:55 main:574] : INFO : Epoch 1884 | loss: 0.0310969 | val_loss: 0.0311305 | Time: 1494.17 ms [2022-04-11 07:39:57 main:574] : INFO : Epoch 1885 | loss: 0.031095 | val_loss: 0.0311278 | Time: 1336.24 ms [2022-04-11 07:39:58 main:574] : INFO : Epoch 1886 | loss: 0.0310919 | val_loss: 0.0311297 | Time: 1442.05 ms [2022-04-11 07:40:00 main:574] : INFO : Epoch 1887 | loss: 0.0310918 | val_loss: 0.0311291 | Time: 1428.3 ms [2022-04-11 07:40:01 main:574] : INFO : Epoch 1888 | loss: 0.0310916 | val_loss: 0.0311326 | Time: 1477.4 ms [2022-04-11 07:40:03 main:574] : INFO : Epoch 1889 | loss: 0.0310903 | val_loss: 0.0311319 | Time: 1351.93 ms [2022-04-11 07:40:04 main:574] : INFO : Epoch 1890 | loss: 0.0310891 | val_loss: 0.0311306 | Time: 1412.96 ms [2022-04-11 07:40:05 main:574] : INFO : Epoch 1891 | loss: 0.031089 | val_loss: 0.031129 | Time: 1347.25 ms [2022-04-11 07:40:07 main:574] : INFO : Epoch 1892 | loss: 0.0310915 | val_loss: 0.0311303 | Time: 1498.16 ms [2022-04-11 07:40:08 main:574] : INFO : Epoch 1893 | loss: 0.0310879 | val_loss: 0.0311311 | Time: 1458.38 ms [2022-04-11 07:40:10 main:574] : INFO : Epoch 1894 | loss: 0.0310885 | val_loss: 0.0311285 | Time: 1486.7 ms [2022-04-11 07:40:11 main:574] : INFO : Epoch 1895 | loss: 0.0310886 | val_loss: 0.0311345 | Time: 1482.24 ms [2022-04-11 07:40:13 main:574] : INFO : Epoch 1896 | loss: 0.0310882 | val_loss: 0.0311256 | Time: 1477.02 ms [2022-04-11 07:40:14 main:574] : INFO : Epoch 1897 | loss: 0.0310844 | val_loss: 0.0311306 | Time: 1380.94 ms [2022-04-11 07:40:16 main:574] : INFO : Epoch 1898 | loss: 0.0310786 | val_loss: 0.0311301 | Time: 1496.8 ms [2022-04-11 07:40:17 main:574] : INFO : Epoch 1899 | loss: 0.0310783 | val_loss: 0.0311325 | Time: 1436.45 ms [2022-04-11 07:40:19 main:574] : INFO : Epoch 1900 | loss: 0.0310758 | val_loss: 0.0311289 | Time: 1537.74 ms [2022-04-11 07:40:20 main:574] : INFO : Epoch 1901 | loss: 0.031073 | val_loss: 0.0311374 | Time: 1495.57 ms [2022-04-11 07:40:22 main:574] : INFO : Epoch 1902 | loss: 0.0310688 | val_loss: 0.0311423 | Time: 1459.68 ms [2022-04-11 07:40:23 main:574] : INFO : Epoch 1903 | loss: 0.0310783 | val_loss: 0.0311304 | Time: 1365.23 ms [2022-04-11 07:40:25 main:574] : INFO : Epoch 1904 | loss: 0.031072 | val_loss: 0.0311235 | Time: 1358.32 ms [2022-04-11 07:40:26 main:574] : INFO : Epoch 1905 | loss: 0.0310788 | val_loss: 0.031128 | Time: 1537.9 ms [2022-04-11 07:40:27 main:574] : INFO : Epoch 1906 | loss: 0.0310844 | val_loss: 0.0311213 | Time: 1404.22 ms [2022-04-11 07:40:29 main:574] : INFO : Epoch 1907 | loss: 0.0310744 | val_loss: 0.0311308 | Time: 1392.64 ms [2022-04-11 07:40:30 main:574] : INFO : Epoch 1908 | loss: 0.031073 | val_loss: 0.0311283 | Time: 1476.63 ms [2022-04-11 07:40:32 main:574] : INFO : Epoch 1909 | loss: 0.0310733 | val_loss: 0.0311198 | Time: 1474.82 ms [2022-04-11 07:40:33 main:574] : INFO : Epoch 1910 | loss: 0.0310687 | val_loss: 0.0311208 | Time: 1501.57 ms [2022-04-11 07:40:35 main:574] : INFO : Epoch 1911 | loss: 0.0310706 | val_loss: 0.0311348 | Time: 1548.4 ms [2022-04-11 07:40:36 main:574] : INFO : Epoch 1912 | loss: 0.0310689 | val_loss: 0.0311291 | Time: 1395.85 ms [2022-04-11 07:40:38 main:574] : INFO : Epoch 1913 | loss: 0.0310662 | val_loss: 0.0311331 | Time: 1480.98 ms [2022-04-11 07:40:39 main:574] : INFO : Epoch 1914 | loss: 0.0310667 | val_loss: 0.0311214 | Time: 1513.88 ms [2022-04-11 07:40:41 main:574] : INFO : Epoch 1915 | loss: 0.0310625 | val_loss: 0.0311222 | Time: 1465.55 ms [2022-04-11 07:40:42 main:574] : INFO : Epoch 1916 | loss: 0.0310684 | val_loss: 0.0311294 | Time: 1404.32 ms [2022-04-11 07:40:44 main:574] : INFO : Epoch 1917 | loss: 0.0310646 | val_loss: 0.0311261 | Time: 1513.4 ms [2022-04-11 07:40:45 main:574] : INFO : Epoch 1918 | loss: 0.0310713 | val_loss: 0.0311238 | Time: 1401.78 ms [2022-04-11 07:40:47 main:574] : INFO : Epoch 1919 | loss: 0.0310661 | val_loss: 0.0311293 | Time: 1505.91 ms [2022-04-11 07:40:48 main:574] : INFO : Epoch 1920 | loss: 0.0310659 | val_loss: 0.0311286 | Time: 1469.16 ms [2022-04-11 07:40:50 main:574] : INFO : Epoch 1921 | loss: 0.0310646 | val_loss: 0.0311268 | Time: 1357.18 ms [2022-04-11 07:40:51 main:574] : INFO : Epoch 1922 | loss: 0.0310609 | val_loss: 0.0311268 | Time: 1460.22 ms [2022-04-11 07:40:53 main:574] : INFO : Epoch 1923 | loss: 0.0310666 | val_loss: 0.0311233 | Time: 1504.03 ms [2022-04-11 07:40:54 main:574] : INFO : Epoch 1924 | loss: 0.0310681 | val_loss: 0.0311313 | Time: 1516.45 ms [2022-04-11 07:40:56 main:574] : INFO : Epoch 1925 | loss: 0.0310656 | val_loss: 0.0311417 | Time: 1476.42 ms [2022-04-11 07:40:57 main:574] : INFO : Epoch 1926 | loss: 0.0310706 | val_loss: 0.0311337 | Time: 1479.1 ms [2022-04-11 07:40:59 main:574] : INFO : Epoch 1927 | loss: 0.0310883 | val_loss: 0.0311538 | Time: 1489.67 ms [2022-04-11 07:41:00 main:574] : INFO : Epoch 1928 | loss: 0.0311347 | val_loss: 0.0311526 | Time: 1404.76 ms [2022-04-11 07:41:02 main:574] : INFO : Epoch 1929 | loss: 0.0311476 | val_loss: 0.0311522 | Time: 1417.13 ms [2022-04-11 07:41:03 main:574] : INFO : Epoch 1930 | loss: 0.031148 | val_loss: 0.0311552 | Time: 1450.84 ms [2022-04-11 07:41:05 main:574] : INFO : Epoch 1931 | loss: 0.0311536 | val_loss: 0.0311565 | Time: 1533.48 ms [2022-04-11 07:41:06 main:574] : INFO : Epoch 1932 | loss: 0.0311483 | val_loss: 0.03115 | Time: 1359.35 ms [2022-04-11 07:41:07 main:574] : INFO : Epoch 1933 | loss: 0.0311415 | val_loss: 0.0311514 | Time: 1517.41 ms [2022-04-11 07:41:09 main:574] : INFO : Epoch 1934 | loss: 0.0311384 | val_loss: 0.0311445 | Time: 1466.56 ms [2022-04-11 07:41:10 main:574] : INFO : Epoch 1935 | loss: 0.0311348 | val_loss: 0.0311401 | Time: 1366.73 ms [2022-04-11 07:41:12 main:574] : INFO : Epoch 1936 | loss: 0.0311287 | val_loss: 0.0311419 | Time: 1524.08 ms [2022-04-11 07:41:13 main:574] : INFO : Epoch 1937 | loss: 0.0311267 | val_loss: 0.031136 | Time: 1421.31 ms [2022-04-11 07:41:15 main:574] : INFO : Epoch 1938 | loss: 0.0311242 | val_loss: 0.0311344 | Time: 1515.26 ms [2022-04-11 07:41:16 main:574] : INFO : Epoch 1939 | loss: 0.0311221 | val_loss: 0.0311377 | Time: 1446.59 ms [2022-04-11 07:41:18 main:574] : INFO : Epoch 1940 | loss: 0.0311216 | val_loss: 0.031136 | Time: 1479.05 ms [2022-04-11 07:41:19 main:574] : INFO : Epoch 1941 | loss: 0.0311187 | val_loss: 0.0311363 | Time: 1386.31 ms [2022-04-11 07:41:21 main:574] : INFO : Epoch 1942 | loss: 0.0311223 | val_loss: 0.031141 | Time: 1388.9 ms [2022-04-11 07:41:22 main:574] : INFO : Epoch 1943 | loss: 0.0311337 | val_loss: 0.0311363 | Time: 1400.78 ms [2022-04-11 07:41:23 main:574] : INFO : Epoch 1944 | loss: 0.0311287 | val_loss: 0.0311359 | Time: 1447.01 ms [2022-04-11 07:41:25 main:574] : INFO : Epoch 1945 | loss: 0.0311266 | val_loss: 0.0311371 | Time: 1444.29 ms [2022-04-11 07:41:26 main:574] : INFO : Epoch 1946 | loss: 0.0311263 | val_loss: 0.0311338 | Time: 1364.11 ms [2022-04-11 07:41:28 main:574] : INFO : Epoch 1947 | loss: 0.0311194 | val_loss: 0.0311277 | Time: 1471.33 ms [2022-04-11 07:41:29 main:574] : INFO : Epoch 1948 | loss: 0.0311166 | val_loss: 0.0311274 | Time: 1519.76 ms [2022-04-11 07:41:31 main:574] : INFO : Epoch 1949 | loss: 0.0311145 | val_loss: 0.0311306 | Time: 1423.64 ms [2022-04-11 07:41:32 main:574] : INFO : Epoch 1950 | loss: 0.0311128 | val_loss: 0.0311283 | Time: 1455.83 ms [2022-04-11 07:41:34 main:574] : INFO : Epoch 1951 | loss: 0.0311133 | val_loss: 0.0311296 | Time: 1450.2 ms [2022-04-11 07:41:35 main:574] : INFO : Epoch 1952 | loss: 0.0311158 | val_loss: 0.0311264 | Time: 1491.81 ms [2022-04-11 07:41:37 main:574] : INFO : Epoch 1953 | loss: 0.0311095 | val_loss: 0.0311332 | Time: 1486.27 ms [2022-04-11 07:41:38 main:574] : INFO : Epoch 1954 | loss: 0.031108 | val_loss: 0.0311304 | Time: 1505.12 ms [2022-04-11 07:41:40 main:574] : INFO : Epoch 1955 | loss: 0.0311063 | val_loss: 0.0311314 | Time: 1490.88 ms [2022-04-11 07:41:41 main:574] : INFO : Epoch 1956 | loss: 0.0311091 | val_loss: 0.0311326 | Time: 1471.69 ms [2022-04-11 07:41:43 main:574] : INFO : Epoch 1957 | loss: 0.03111 | val_loss: 0.0311336 | Time: 1445.34 ms [2022-04-11 07:41:44 main:574] : INFO : Epoch 1958 | loss: 0.0311163 | val_loss: 0.0311297 | Time: 1475.31 ms [2022-04-11 07:41:45 main:574] : INFO : Epoch 1959 | loss: 0.0311125 | val_loss: 0.031127 | Time: 1362.42 ms [2022-04-11 07:41:47 main:574] : INFO : Epoch 1960 | loss: 0.0311081 | val_loss: 0.0311265 | Time: 1502.45 ms [2022-04-11 07:41:49 main:574] : INFO : Epoch 1961 | loss: 0.0311059 | val_loss: 0.0311283 | Time: 1511.7 ms [2022-04-11 07:41:50 main:574] : INFO : Epoch 1962 | loss: 0.031107 | val_loss: 0.031132 | Time: 1436.36 ms [2022-04-11 07:41:52 main:574] : INFO : Epoch 1963 | loss: 0.0311044 | val_loss: 0.0311262 | Time: 1549.53 ms [2022-04-11 07:41:53 main:574] : INFO : Epoch 1964 | loss: 0.0311021 | val_loss: 0.0311275 | Time: 1539.5 ms [2022-04-11 07:41:54 main:574] : INFO : Epoch 1965 | loss: 0.0311008 | val_loss: 0.0311305 | Time: 1372.06 ms [2022-04-11 07:41:56 main:574] : INFO : Epoch 1966 | loss: 0.031109 | val_loss: 0.0311294 | Time: 1498.13 ms [2022-04-11 07:41:57 main:574] : INFO : Epoch 1967 | loss: 0.0311067 | val_loss: 0.0311268 | Time: 1470.8 ms [2022-04-11 07:41:59 main:574] : INFO : Epoch 1968 | loss: 0.031111 | val_loss: 0.0311297 | Time: 1369.63 ms [2022-04-11 07:42:00 main:574] : INFO : Epoch 1969 | loss: 0.0311066 | val_loss: 0.0311243 | Time: 1449.35 ms [2022-04-11 07:42:02 main:574] : INFO : Epoch 1970 | loss: 0.0311034 | val_loss: 0.0311265 | Time: 1484.16 ms [2022-04-11 07:42:03 main:574] : INFO : Epoch 1971 | loss: 0.0311014 | val_loss: 0.031127 | Time: 1380.07 ms [2022-04-11 07:42:05 main:574] : INFO : Epoch 1972 | loss: 0.0311033 | val_loss: 0.0311303 | Time: 1529.78 ms [2022-04-11 07:42:06 main:574] : INFO : Epoch 1973 | loss: 0.0311052 | val_loss: 0.0311368 | Time: 1510.57 ms [2022-04-11 07:42:08 main:574] : INFO : Epoch 1974 | loss: 0.0310984 | val_loss: 0.0311286 | Time: 1451.25 ms [2022-04-11 07:42:09 main:574] : INFO : Epoch 1975 | loss: 0.0311004 | val_loss: 0.031141 | Time: 1497.49 ms [2022-04-11 07:42:11 main:574] : INFO : Epoch 1976 | loss: 0.0311011 | val_loss: 0.031124 | Time: 1434.88 ms [2022-04-11 07:42:12 main:574] : INFO : Epoch 1977 | loss: 0.0310954 | val_loss: 0.0311256 | Time: 1488.81 ms [2022-04-11 07:42:14 main:574] : INFO : Epoch 1978 | loss: 0.0310935 | val_loss: 0.0311334 | Time: 1358.07 ms [2022-04-11 07:42:15 main:574] : INFO : Epoch 1979 | loss: 0.0310916 | val_loss: 0.0311299 | Time: 1396.36 ms [2022-04-11 07:42:17 main:574] : INFO : Epoch 1980 | loss: 0.0310921 | val_loss: 0.0311285 | Time: 1529.47 ms [2022-04-11 07:42:18 main:574] : INFO : Epoch 1981 | loss: 0.0310901 | val_loss: 0.0311297 | Time: 1411.02 ms [2022-04-11 07:42:19 main:574] : INFO : Epoch 1982 | loss: 0.0310906 | val_loss: 0.0311266 | Time: 1383.88 ms [2022-04-11 07:42:21 main:574] : INFO : Epoch 1983 | loss: 0.0310873 | val_loss: 0.0311272 | Time: 1493.02 ms [2022-04-11 07:42:22 main:574] : INFO : Epoch 1984 | loss: 0.0310876 | val_loss: 0.0311231 | Time: 1540.49 ms [2022-04-11 07:42:24 main:574] : INFO : Epoch 1985 | loss: 0.0310918 | val_loss: 0.0311275 | Time: 1504.47 ms [2022-04-11 07:42:26 main:574] : INFO : Epoch 1986 | loss: 0.0310881 | val_loss: 0.0311216 | Time: 1473.34 ms [2022-04-11 07:42:27 main:574] : INFO : Epoch 1987 | loss: 0.0310851 | val_loss: 0.0311337 | Time: 1375.48 ms [2022-04-11 07:42:28 main:574] : INFO : Epoch 1988 | loss: 0.0310845 | val_loss: 0.0311261 | Time: 1391.52 ms [2022-04-11 07:42:30 main:574] : INFO : Epoch 1989 | loss: 0.0310867 | val_loss: 0.031133 | Time: 1471.96 ms [2022-04-11 07:42:31 main:574] : INFO : Epoch 1990 | loss: 0.0310907 | val_loss: 0.0311342 | Time: 1343.12 ms [2022-04-11 07:42:33 main:574] : INFO : Epoch 1991 | loss: 0.0310893 | val_loss: 0.0311291 | Time: 1343.71 ms [2022-04-11 07:42:34 main:574] : INFO : Epoch 1992 | loss: 0.0310889 | val_loss: 0.0311411 | Time: 1368.78 ms [2022-04-11 07:42:35 main:574] : INFO : Epoch 1993 | loss: 0.0310879 | val_loss: 0.0311254 | Time: 1521.04 ms [2022-04-11 07:42:37 main:574] : INFO : Epoch 1994 | loss: 0.0310829 | val_loss: 0.031134 | Time: 1471.42 ms [2022-04-11 07:42:38 main:574] : INFO : Epoch 1995 | loss: 0.0310837 | val_loss: 0.0311297 | Time: 1525.52 ms [2022-04-11 07:42:40 main:574] : INFO : Epoch 1996 | loss: 0.0310896 | val_loss: 0.0311299 | Time: 1480.06 ms [2022-04-11 07:42:41 main:574] : INFO : Epoch 1997 | loss: 0.0310864 | val_loss: 0.0311309 | Time: 1343.74 ms [2022-04-11 07:42:43 main:574] : INFO : Epoch 1998 | loss: 0.0310861 | val_loss: 0.0311315 | Time: 1475.38 ms [2022-04-11 07:42:44 main:574] : INFO : Epoch 1999 | loss: 0.0310949 | val_loss: 0.0311322 | Time: 1496.47 ms [2022-04-11 07:42:46 main:574] : INFO : Epoch 2000 | loss: 0.0311186 | val_loss: 0.031129 | Time: 1506.68 ms [2022-04-11 07:42:47 main:574] : INFO : Epoch 2001 | loss: 0.0311129 | val_loss: 0.0311232 | Time: 1494.48 ms [2022-04-11 07:42:49 main:574] : INFO : Epoch 2002 | loss: 0.0311097 | val_loss: 0.0311323 | Time: 1363.9 ms [2022-04-11 07:42:50 main:574] : INFO : Epoch 2003 | loss: 0.0311093 | val_loss: 0.031129 | Time: 1473.8 ms [2022-04-11 07:42:52 main:574] : INFO : Epoch 2004 | loss: 0.0311039 | val_loss: 0.0311244 | Time: 1501.85 ms [2022-04-11 07:42:53 main:574] : INFO : Epoch 2005 | loss: 0.0311007 | val_loss: 0.0311245 | Time: 1361.72 ms [2022-04-11 07:42:55 main:574] : INFO : Epoch 2006 | loss: 0.0311044 | val_loss: 0.0311341 | Time: 1479.07 ms [2022-04-11 07:42:56 main:574] : INFO : Epoch 2007 | loss: 0.0311032 | val_loss: 0.0311263 | Time: 1414.66 ms [2022-04-11 07:42:58 main:574] : INFO : Epoch 2008 | loss: 0.0311051 | val_loss: 0.0311338 | Time: 1459.72 ms [2022-04-11 07:42:59 main:574] : INFO : Epoch 2009 | loss: 0.0310998 | val_loss: 0.0311231 | Time: 1507.51 ms [2022-04-11 07:43:01 main:574] : INFO : Epoch 2010 | loss: 0.0310998 | val_loss: 0.031123 | Time: 1456.02 ms [2022-04-11 07:43:02 main:574] : INFO : Epoch 2011 | loss: 0.031098 | val_loss: 0.0311196 | Time: 1435.71 ms [2022-04-11 07:43:03 main:574] : INFO : Epoch 2012 | loss: 0.0310962 | val_loss: 0.0311214 | Time: 1369.53 ms [2022-04-11 07:43:05 main:574] : INFO : Epoch 2013 | loss: 0.0310978 | val_loss: 0.0311262 | Time: 1466.91 ms [2022-04-11 07:43:06 main:574] : INFO : Epoch 2014 | loss: 0.0310977 | val_loss: 0.0311232 | Time: 1480.03 ms [2022-04-11 07:43:08 main:574] : INFO : Epoch 2015 | loss: 0.031096 | val_loss: 0.0311253 | Time: 1496.96 ms [2022-04-11 07:43:09 main:574] : INFO : Epoch 2016 | loss: 0.0310953 | val_loss: 0.0311221 | Time: 1474.01 ms [2022-04-11 07:43:11 main:574] : INFO : Epoch 2017 | loss: 0.0310957 | val_loss: 0.0311217 | Time: 1492.17 ms [2022-04-11 07:43:12 main:574] : INFO : Epoch 2018 | loss: 0.031091 | val_loss: 0.0311227 | Time: 1559.04 ms [2022-04-11 07:43:14 main:574] : INFO : Epoch 2019 | loss: 0.0310925 | val_loss: 0.0311298 | Time: 1456.09 ms [2022-04-11 07:43:15 main:574] : INFO : Epoch 2020 | loss: 0.0310927 | val_loss: 0.0311238 | Time: 1464.79 ms [2022-04-11 07:43:17 main:574] : INFO : Epoch 2021 | loss: 0.0311019 | val_loss: 0.031123 | Time: 1396.63 ms [2022-04-11 07:43:18 main:574] : INFO : Epoch 2022 | loss: 0.0310993 | val_loss: 0.0311185 | Time: 1412.49 ms [2022-04-11 07:43:20 main:574] : INFO : Epoch 2023 | loss: 0.03109 | val_loss: 0.0311186 | Time: 1445.61 ms [2022-04-11 07:43:21 main:574] : INFO : Epoch 2024 | loss: 0.0310895 | val_loss: 0.0311229 | Time: 1490.56 ms [2022-04-11 07:43:23 main:574] : INFO : Epoch 2025 | loss: 0.0310878 | val_loss: 0.0311201 | Time: 1480.61 ms [2022-04-11 07:43:24 main:574] : INFO : Epoch 2026 | loss: 0.0310877 | val_loss: 0.031129 | Time: 1483.01 ms [2022-04-11 07:43:26 main:574] : INFO : Epoch 2027 | loss: 0.0310895 | val_loss: 0.031129 | Time: 1463.17 ms [2022-04-11 07:43:27 main:574] : INFO : Epoch 2028 | loss: 0.0310895 | val_loss: 0.0311225 | Time: 1390.66 ms [2022-04-11 07:43:28 main:574] : INFO : Epoch 2029 | loss: 0.0310873 | val_loss: 0.0311259 | Time: 1471 ms [2022-04-11 07:43:30 main:574] : INFO : Epoch 2030 | loss: 0.031092 | val_loss: 0.0311261 | Time: 1476.59 ms [2022-04-11 07:43:32 main:574] : INFO : Epoch 2031 | loss: 0.0310875 | val_loss: 0.0311187 | Time: 1535.56 ms [2022-04-11 07:43:33 main:574] : INFO : Epoch 2032 | loss: 0.0310881 | val_loss: 0.0311239 | Time: 1438.09 ms [2022-04-11 07:43:34 main:574] : INFO : Epoch 2033 | loss: 0.0310853 | val_loss: 0.0311206 | Time: 1467.8 ms [2022-04-11 07:43:36 main:574] : INFO : Epoch 2034 | loss: 0.0310852 | val_loss: 0.0311224 | Time: 1458.08 ms [2022-04-11 07:43:37 main:574] : INFO : Epoch 2035 | loss: 0.0310867 | val_loss: 0.0311253 | Time: 1440.07 ms [2022-04-11 07:43:39 main:574] : INFO : Epoch 2036 | loss: 0.0310846 | val_loss: 0.0311213 | Time: 1349.33 ms [2022-04-11 07:43:40 main:574] : INFO : Epoch 2037 | loss: 0.0310815 | val_loss: 0.0311226 | Time: 1465.18 ms [2022-04-11 07:43:42 main:574] : INFO : Epoch 2038 | loss: 0.0310792 | val_loss: 0.0311194 | Time: 1465.67 ms [2022-04-11 07:43:43 main:574] : INFO : Epoch 2039 | loss: 0.0310794 | val_loss: 0.0311204 | Time: 1485.23 ms [2022-04-11 07:43:45 main:574] : INFO : Epoch 2040 | loss: 0.0310795 | val_loss: 0.0311182 | Time: 1490.18 ms [2022-04-11 07:43:46 main:574] : INFO : Epoch 2041 | loss: 0.0310786 | val_loss: 0.0311203 | Time: 1500.22 ms [2022-04-11 07:43:48 main:574] : INFO : Epoch 2042 | loss: 0.0310786 | val_loss: 0.0311258 | Time: 1403.82 ms [2022-04-11 07:43:49 main:574] : INFO : Epoch 2043 | loss: 0.0310739 | val_loss: 0.031118 | Time: 1387.6 ms [2022-04-11 07:43:50 main:574] : INFO : Epoch 2044 | loss: 0.0310728 | val_loss: 0.031124 | Time: 1515.34 ms [2022-04-11 07:43:52 main:574] : INFO : Epoch 2045 | loss: 0.0310725 | val_loss: 0.0311228 | Time: 1407.79 ms [2022-04-11 07:43:53 main:574] : INFO : Epoch 2046 | loss: 0.0310721 | val_loss: 0.0311179 | Time: 1397.8 ms [2022-04-11 07:43:55 main:574] : INFO : Epoch 2047 | loss: 0.0310732 | val_loss: 0.0311211 | Time: 1514.03 ms [2022-04-11 07:43:56 main:574] : INFO : Epoch 2048 | loss: 0.0310725 | val_loss: 0.0311189 | Time: 1467.88 ms [2022-04-11 07:43:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311189 [2022-04-11 07:43:56 main:603] : INFO : Saving end state to config to file [2022-04-11 07:43:56 main:608] : INFO : Success, exiting.. 07:43:56 (5864): 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)