Task 7657317
| Name | ParityModified-1631734864-18816-2_0 |
| Workunit | 5307825 |
| Created | 27 Sep 2021, 21:01:33 UTC |
| Sent | 6 Oct 2021, 6:36:44 UTC |
| Report deadline | 13 Oct 2021, 6:36:44 UTC |
| Received | 6 Oct 2021, 21:42:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 4 sec |
| CPU time | 49 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 1480.7 ms [2021-10-06 16:29:29 main:581] : INFO : Epoch 1539 | loss: 0.0312437 | val_loss: 0.0312418 | Time: 1471.29 ms [2021-10-06 16:29:31 main:581] : INFO : Epoch 1540 | loss: 0.0312451 | val_loss: 0.0312429 | Time: 1471.23 ms [2021-10-06 16:29:32 main:581] : INFO : Epoch 1541 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1475.13 ms [2021-10-06 16:29:34 main:581] : INFO : Epoch 1542 | loss: 0.0312456 | val_loss: 0.0312426 | Time: 1472.25 ms [2021-10-06 16:29:35 main:581] : INFO : Epoch 1543 | loss: 0.0312467 | val_loss: 0.0312418 | Time: 1449.32 ms [2021-10-06 16:29:37 main:581] : INFO : Epoch 1544 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 1471.53 ms [2021-10-06 16:29:38 main:581] : INFO : Epoch 1545 | loss: 0.0312451 | val_loss: 0.0312416 | Time: 1473.84 ms [2021-10-06 16:29:40 main:581] : INFO : Epoch 1546 | loss: 0.0312448 | val_loss: 0.031242 | Time: 1459.95 ms [2021-10-06 16:29:41 main:581] : INFO : Epoch 1547 | loss: 0.0312445 | val_loss: 0.0312419 | Time: 1479.75 ms [2021-10-06 16:29:43 main:581] : INFO : Epoch 1548 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 1471.98 ms [2021-10-06 16:29:44 main:581] : INFO : Epoch 1549 | loss: 0.0312447 | val_loss: 0.0312412 | Time: 1477.33 ms [2021-10-06 16:29:46 main:581] : INFO : Epoch 1550 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 1470.65 ms [2021-10-06 16:29:47 main:581] : INFO : Epoch 1551 | loss: 0.0312459 | val_loss: 0.0312433 | Time: 1504.98 ms [2021-10-06 16:29:49 main:581] : INFO : Epoch 1552 | loss: 0.031245 | val_loss: 0.0312426 | Time: 1474.29 ms [2021-10-06 16:29:50 main:581] : INFO : Epoch 1553 | loss: 0.0312458 | val_loss: 0.0312428 | Time: 1476.92 ms [2021-10-06 16:29:51 main:581] : INFO : Epoch 1554 | loss: 0.0312442 | val_loss: 0.031244 | Time: 1479.23 ms [2021-10-06 16:29:53 main:581] : INFO : Epoch 1555 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 1479.32 ms [2021-10-06 16:29:54 main:581] : INFO : Epoch 1556 | loss: 0.0312455 | val_loss: 0.0312416 | Time: 1474.07 ms [2021-10-06 16:29:56 main:581] : INFO : Epoch 1557 | loss: 0.0312441 | val_loss: 0.0312427 | Time: 1470.38 ms [2021-10-06 16:29:57 main:581] : INFO : Epoch 1558 | loss: 0.0312451 | val_loss: 0.031249 | Time: 1474.02 ms [2021-10-06 16:29:59 main:581] : INFO : Epoch 1559 | loss: 0.0312468 | val_loss: 0.0312416 | Time: 1470.85 ms [2021-10-06 16:30:00 main:581] : INFO : Epoch 1560 | loss: 0.0312471 | val_loss: 0.0312434 | Time: 1466.58 ms [2021-10-06 16:30:02 main:581] : INFO : Epoch 1561 | loss: 0.0312444 | val_loss: 0.0312415 | Time: 1461.76 ms [2021-10-06 16:30:03 main:581] : INFO : Epoch 1562 | loss: 0.0312445 | val_loss: 0.031242 | Time: 1480.23 ms [2021-10-06 16:30:05 main:581] : INFO : Epoch 1563 | loss: 0.0312446 | val_loss: 0.031243 | Time: 1483.18 ms [2021-10-06 16:30:06 main:581] : INFO : Epoch 1564 | loss: 0.0312474 | val_loss: 0.0312531 | Time: 1460.23 ms [2021-10-06 16:30:08 main:581] : INFO : Epoch 1565 | loss: 0.0312473 | val_loss: 0.0312428 | Time: 1473.47 ms [2021-10-06 16:30:09 main:581] : INFO : Epoch 1566 | loss: 0.0312447 | val_loss: 0.0312416 | Time: 1478.42 ms [2021-10-06 16:30:11 main:581] : INFO : Epoch 1567 | loss: 0.0312452 | val_loss: 0.0312419 | Time: 1471.82 ms [2021-10-06 16:30:12 main:581] : INFO : Epoch 1568 | loss: 0.0312448 | val_loss: 0.0312415 | Time: 1461.55 ms [2021-10-06 16:30:14 main:581] : INFO : Epoch 1569 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1455.92 ms [2021-10-06 16:30:15 main:581] : INFO : Epoch 1570 | loss: 0.0312441 | val_loss: 0.0312423 | Time: 1481.03 ms [2021-10-06 16:30:17 main:581] : INFO : Epoch 1571 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1482.81 ms [2021-10-06 16:30:18 main:581] : INFO : Epoch 1572 | loss: 0.0312458 | val_loss: 0.0312416 | Time: 1442.66 ms [2021-10-06 16:30:19 main:581] : INFO : Epoch 1573 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 1465.3 ms [2021-10-06 16:30:21 main:581] : INFO : Epoch 1574 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1445.9 ms [2021-10-06 16:30:22 main:581] : INFO : Epoch 1575 | loss: 0.0312456 | val_loss: 0.0312423 | Time: 1499.54 ms [2021-10-06 16:30:24 main:581] : INFO : Epoch 1576 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1475.13 ms [2021-10-06 16:30:25 main:581] : INFO : Epoch 1577 | loss: 0.0312449 | val_loss: 0.0312476 | Time: 1468.31 ms [2021-10-06 16:30:27 main:581] : INFO : Epoch 1578 | loss: 0.0312467 | val_loss: 0.0312429 | Time: 1484.17 ms [2021-10-06 16:30:28 main:581] : INFO : Epoch 1579 | loss: 0.0312444 | val_loss: 0.0312423 | Time: 1467.01 ms [2021-10-06 16:30:30 main:581] : INFO : Epoch 1580 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 1486.1 ms [2021-10-06 16:30:31 main:581] : INFO : Epoch 1581 | loss: 0.0312444 | val_loss: 0.0312419 | Time: 1466.91 ms [2021-10-06 16:30:33 main:581] : INFO : Epoch 1582 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 1473.07 ms [2021-10-06 16:30:34 main:581] : INFO : Epoch 1583 | loss: 0.0312451 | val_loss: 0.0312413 | Time: 1485.61 ms [2021-10-06 16:30:36 main:581] : INFO : Epoch 1584 | loss: 0.031244 | val_loss: 0.031242 | Time: 1466.82 ms [2021-10-06 16:30:37 main:581] : INFO : Epoch 1585 | loss: 0.0312462 | val_loss: 0.0312429 | Time: 1476.06 ms [2021-10-06 16:30:39 main:581] : INFO : Epoch 1586 | loss: 0.0312482 | val_loss: 0.0312454 | Time: 1460.21 ms [2021-10-06 16:30:40 main:581] : INFO : Epoch 1587 | loss: 0.0312465 | val_loss: 0.0312416 | Time: 1451.98 ms [2021-10-06 16:30:42 main:581] : INFO : Epoch 1588 | loss: 0.0312448 | val_loss: 0.0312423 | Time: 1478.38 ms [2021-10-06 16:30:43 main:581] : INFO : Epoch 1589 | loss: 0.0312469 | val_loss: 0.031252 | Time: 1472.44 ms [2021-10-06 16:30:44 main:581] : INFO : Epoch 1590 | loss: 0.0312485 | val_loss: 0.0312435 | Time: 1444.26 ms [2021-10-06 16:30:46 main:581] : INFO : Epoch 1591 | loss: 0.0312463 | val_loss: 0.0312414 | Time: 1484.35 ms [2021-10-06 16:30:47 main:581] : INFO : Epoch 1592 | loss: 0.0312465 | val_loss: 0.0312418 | Time: 1515.56 ms [2021-10-06 16:30:49 main:581] : INFO : Epoch 1593 | loss: 0.0312446 | val_loss: 0.0312411 | Time: 1456.82 ms [2021-10-06 16:30:50 main:581] : INFO : Epoch 1594 | loss: 0.0312445 | val_loss: 0.0312542 | Time: 1469.61 ms [2021-10-06 16:30:52 main:581] : INFO : Epoch 1595 | loss: 0.0312471 | val_loss: 0.0312423 | Time: 1448.3 ms [2021-10-06 16:30:53 main:581] : INFO : Epoch 1596 | loss: 0.031244 | val_loss: 0.0312418 | Time: 1451.25 ms [2021-10-06 16:30:55 main:581] : INFO : Epoch 1597 | loss: 0.0312452 | val_loss: 0.0312415 | Time: 1476.96 ms [2021-10-06 16:30:56 main:581] : INFO : Epoch 1598 | loss: 0.0312482 | val_loss: 0.0312461 | Time: 1469.74 ms [2021-10-06 16:30:58 main:581] : INFO : Epoch 1599 | loss: 0.031246 | val_loss: 0.0312423 | Time: 1486.85 ms [2021-10-06 16:30:59 main:581] : INFO : Epoch 1600 | loss: 0.0312448 | val_loss: 0.031242 | Time: 1449.86 ms [2021-10-06 16:31:01 main:581] : INFO : Epoch 1601 | loss: 0.031246 | val_loss: 0.0312434 | Time: 1467.33 ms [2021-10-06 16:31:02 main:581] : INFO : Epoch 1602 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1442 ms [2021-10-06 16:31:04 main:581] : INFO : Epoch 1603 | loss: 0.0312451 | val_loss: 0.0312415 | Time: 1462.67 ms [2021-10-06 16:31:05 main:581] : INFO : Epoch 1604 | loss: 0.0312438 | val_loss: 0.0312418 | Time: 1453.98 ms [2021-10-06 16:31:06 main:581] : INFO : Epoch 1605 | loss: 0.0312439 | val_loss: 0.0312414 | Time: 1447.57 ms [2021-10-06 16:31:08 main:581] : INFO : Epoch 1606 | loss: 0.0312442 | val_loss: 0.0312425 | Time: 1455.65 ms [2021-10-06 16:31:09 main:581] : INFO : Epoch 1607 | loss: 0.0312449 | val_loss: 0.0312418 | Time: 1484.91 ms [2021-10-06 16:31:11 main:581] : INFO : Epoch 1608 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 1445.87 ms [2021-10-06 16:31:12 main:581] : INFO : Epoch 1609 | loss: 0.0312462 | val_loss: 0.0312421 | Time: 1475.77 ms [2021-10-06 16:31:14 main:581] : INFO : Epoch 1610 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 1459.65 ms [2021-10-06 16:31:15 main:581] : INFO : Epoch 1611 | loss: 0.0312457 | val_loss: 0.0312424 | Time: 1464.15 ms [2021-10-06 16:31:17 main:581] : INFO : Epoch 1612 | loss: 0.0312449 | val_loss: 0.0312422 | Time: 1474.07 ms [2021-10-06 16:31:18 main:581] : INFO : Epoch 1613 | loss: 0.0312449 | val_loss: 0.031242 | Time: 1471.55 ms [2021-10-06 16:31:20 main:581] : INFO : Epoch 1614 | loss: 0.031245 | val_loss: 0.0312437 | Time: 1472.23 ms [2021-10-06 16:31:21 main:581] : INFO : Epoch 1615 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 1468.24 ms [2021-10-06 16:31:23 main:581] : INFO : Epoch 1616 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 1471.42 ms [2021-10-06 16:31:24 main:581] : INFO : Epoch 1617 | loss: 0.0312456 | val_loss: 0.0312437 | Time: 1480.13 ms [2021-10-06 16:31:26 main:581] : INFO : Epoch 1618 | loss: 0.0312453 | val_loss: 0.0312419 | Time: 1476.37 ms [2021-10-06 16:31:27 main:581] : INFO : Epoch 1619 | loss: 0.0312441 | val_loss: 0.0312427 | Time: 1465.35 ms [2021-10-06 16:31:28 main:581] : INFO : Epoch 1620 | loss: 0.0312439 | val_loss: 0.0312417 | Time: 1489.45 ms [2021-10-06 16:31:30 main:581] : INFO : Epoch 1621 | loss: 0.0312436 | val_loss: 0.0312417 | Time: 1470.77 ms [2021-10-06 16:31:31 main:581] : INFO : Epoch 1622 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1445.26 ms [2021-10-06 16:31:33 main:581] : INFO : Epoch 1623 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 1459.26 ms [2021-10-06 16:31:34 main:581] : INFO : Epoch 1624 | loss: 0.031245 | val_loss: 0.0312425 | Time: 1470.55 ms [2021-10-06 16:31:36 main:581] : INFO : Epoch 1625 | loss: 0.0312453 | val_loss: 0.0312427 | Time: 1462.24 ms [2021-10-06 16:31:37 main:581] : INFO : Epoch 1626 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1487.25 ms [2021-10-06 16:31:39 main:581] : INFO : Epoch 1627 | loss: 0.0312471 | val_loss: 0.0312499 | Time: 1470.53 ms [2021-10-06 16:31:40 main:581] : INFO : Epoch 1628 | loss: 0.0312473 | val_loss: 0.0312413 | Time: 1472.26 ms [2021-10-06 16:31:42 main:581] : INFO : Epoch 1629 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 1473.91 ms [2021-10-06 16:31:43 main:581] : INFO : Epoch 1630 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 1461.11 ms [2021-10-06 16:31:45 main:581] : INFO : Epoch 1631 | loss: 0.0312446 | val_loss: 0.031242 | Time: 1466.35 ms [2021-10-06 16:31:46 main:581] : INFO : Epoch 1632 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1470.45 ms [2021-10-06 16:31:48 main:581] : INFO : Epoch 1633 | loss: 0.0312456 | val_loss: 0.0312416 | Time: 1481.59 ms [2021-10-06 16:31:49 main:581] : INFO : Epoch 1634 | loss: 0.031245 | val_loss: 0.0312417 | Time: 1501.1 ms [2021-10-06 16:31:51 main:581] : INFO : Epoch 1635 | loss: 0.0312451 | val_loss: 0.0312422 | Time: 1465.35 ms [2021-10-06 16:31:52 main:581] : INFO : Epoch 1636 | loss: 0.0312447 | val_loss: 0.0312427 | Time: 1437.76 ms [2021-10-06 16:31:53 main:581] : INFO : Epoch 1637 | loss: 0.0312445 | val_loss: 0.031243 | Time: 1434.08 ms [2021-10-06 16:31:55 main:581] : INFO : Epoch 1638 | loss: 0.0312448 | val_loss: 0.0312417 | Time: 1459.84 ms [2021-10-06 16:31:56 main:581] : INFO : Epoch 1639 | loss: 0.0312446 | val_loss: 0.0312429 | Time: 1423.37 ms [2021-10-06 16:31:58 main:581] : INFO : Epoch 1640 | loss: 0.0312447 | val_loss: 0.0312413 | Time: 1477.45 ms [2021-10-06 16:31:59 main:581] : INFO : Epoch 1641 | loss: 0.0312448 | val_loss: 0.0312419 | Time: 1446.26 ms [2021-10-06 16:32:01 main:581] : INFO : Epoch 1642 | loss: 0.0312439 | val_loss: 0.0312417 | Time: 1465.4 ms [2021-10-06 16:32:02 main:581] : INFO : Epoch 1643 | loss: 0.031244 | val_loss: 0.0312422 | Time: 1473.54 ms [2021-10-06 16:32:04 main:581] : INFO : Epoch 1644 | loss: 0.031245 | val_loss: 0.0312431 | Time: 1472.08 ms [2021-10-06 16:32:05 main:581] : INFO : Epoch 1645 | loss: 0.0312446 | val_loss: 0.0312412 | Time: 1466.87 ms [2021-10-06 16:32:07 main:581] : INFO : Epoch 1646 | loss: 0.0312438 | val_loss: 0.0312412 | Time: 1465.85 ms [2021-10-06 16:32:08 main:581] : INFO : Epoch 1647 | loss: 0.0312441 | val_loss: 0.0312414 | Time: 1456.26 ms [2021-10-06 16:32:09 main:581] : INFO : Epoch 1648 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 1436.02 ms [2021-10-06 16:32:11 main:581] : INFO : Epoch 1649 | loss: 0.0312487 | val_loss: 0.031245 | Time: 1430.52 ms [2021-10-06 16:32:12 main:581] : INFO : Epoch 1650 | loss: 0.0312456 | val_loss: 0.0312421 | Time: 1422.49 ms [2021-10-06 16:32:14 main:581] : INFO : Epoch 1651 | loss: 0.0312441 | val_loss: 0.0312423 | Time: 1455.14 ms [2021-10-06 16:32:15 main:581] : INFO : Epoch 1652 | loss: 0.0312444 | val_loss: 0.0312418 | Time: 1472.15 ms [2021-10-06 16:32:17 main:581] : INFO : Epoch 1653 | loss: 0.031244 | val_loss: 0.0312418 | Time: 1469.37 ms [2021-10-06 16:32:18 main:581] : INFO : Epoch 1654 | loss: 0.0312453 | val_loss: 0.0312421 | Time: 1466.89 ms [2021-10-06 16:32:20 main:581] : INFO : Epoch 1655 | loss: 0.0312441 | val_loss: 0.0312415 | Time: 1473.42 ms [2021-10-06 16:32:21 main:581] : INFO : Epoch 1656 | loss: 0.0312444 | val_loss: 0.0312414 | Time: 1453.28 ms [2021-10-06 16:32:23 main:581] : INFO : Epoch 1657 | loss: 0.0312448 | val_loss: 0.0312415 | Time: 1470.59 ms [2021-10-06 16:32:24 main:581] : INFO : Epoch 1658 | loss: 0.0312441 | val_loss: 0.031243 | Time: 1474.34 ms [2021-10-06 16:32:26 main:581] : INFO : Epoch 1659 | loss: 0.031244 | val_loss: 0.0312422 | Time: 1461.73 ms [2021-10-06 16:32:27 main:581] : INFO : Epoch 1660 | loss: 0.0312446 | val_loss: 0.031243 | Time: 1471.53 ms [2021-10-06 16:32:28 main:581] : INFO : Epoch 1661 | loss: 0.0312442 | val_loss: 0.0312414 | Time: 1466.21 ms [2021-10-06 16:32:30 main:581] : INFO : Epoch 1662 | loss: 0.0312446 | val_loss: 0.0312414 | Time: 1465.52 ms [2021-10-06 16:32:31 main:581] : INFO : Epoch 1663 | loss: 0.0312445 | val_loss: 0.031246 | Time: 1462.38 ms [2021-10-06 16:32:33 main:581] : INFO : Epoch 1664 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 1460.34 ms [2021-10-06 16:32:34 main:581] : INFO : Epoch 1665 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 1462.35 ms [2021-10-06 16:32:36 main:581] : INFO : Epoch 1666 | loss: 0.0312461 | val_loss: 0.0312421 | Time: 1467.53 ms [2021-10-06 16:32:37 main:581] : INFO : Epoch 1667 | loss: 0.0312445 | val_loss: 0.0312436 | Time: 1476.33 ms [2021-10-06 16:32:39 main:581] : INFO : Epoch 1668 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 1493.81 ms [2021-10-06 16:32:40 main:581] : INFO : Epoch 1669 | loss: 0.0312442 | val_loss: 0.0312411 | Time: 1447.62 ms [2021-10-06 16:32:42 main:581] : INFO : Epoch 1670 | loss: 0.0312436 | val_loss: 0.0312421 | Time: 1454.07 ms [2021-10-06 16:32:43 main:581] : INFO : Epoch 1671 | loss: 0.0312443 | val_loss: 0.0312426 | Time: 1463.38 ms [2021-10-06 16:32:45 main:581] : INFO : Epoch 1672 | loss: 0.0312447 | val_loss: 0.0312412 | Time: 1462.95 ms [2021-10-06 16:32:46 main:581] : INFO : Epoch 1673 | loss: 0.0312448 | val_loss: 0.0312415 | Time: 1442.18 ms [2021-10-06 16:32:47 main:581] : INFO : Epoch 1674 | loss: 0.0312457 | val_loss: 0.0312416 | Time: 1434.44 ms [2021-10-06 16:32:49 main:581] : INFO : Epoch 1675 | loss: 0.031246 | val_loss: 0.0312424 | Time: 1450.93 ms [2021-10-06 16:32:50 main:581] : INFO : Epoch 1676 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 1487.41 ms [2021-10-06 16:32:52 main:581] : INFO : Epoch 1677 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1451.1 ms [2021-10-06 16:32:53 main:581] : INFO : Epoch 1678 | loss: 0.0312454 | val_loss: 0.0312431 | Time: 1437 ms [2021-10-06 16:32:55 main:581] : INFO : Epoch 1679 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1458.82 ms [2021-10-06 16:32:56 main:581] : INFO : Epoch 1680 | loss: 0.0312446 | val_loss: 0.0312421 | Time: 1468.82 ms [2021-10-06 16:32:58 main:581] : INFO : Epoch 1681 | loss: 0.0312441 | val_loss: 0.0312415 | Time: 1466.66 ms [2021-10-06 16:32:59 main:581] : INFO : Epoch 1682 | loss: 0.0312442 | val_loss: 0.031243 | Time: 1456.42 ms [2021-10-06 16:33:01 main:581] : INFO : Epoch 1683 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 1459.2 ms [2021-10-06 16:33:02 main:581] : INFO : Epoch 1684 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 1473.2 ms [2021-10-06 16:33:04 main:581] : INFO : Epoch 1685 | loss: 0.0312444 | val_loss: 0.0312417 | Time: 1469.91 ms [2021-10-06 16:33:05 main:581] : INFO : Epoch 1686 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 1463.04 ms [2021-10-06 16:33:06 main:581] : INFO : Epoch 1687 | loss: 0.0312449 | val_loss: 0.0312422 | Time: 1459.55 ms [2021-10-06 16:33:08 main:581] : INFO : Epoch 1688 | loss: 0.0312457 | val_loss: 0.0312478 | Time: 1479.02 ms [2021-10-06 16:33:09 main:581] : INFO : Epoch 1689 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1479.17 ms [2021-10-06 16:33:11 main:581] : INFO : Epoch 1690 | loss: 0.0312443 | val_loss: 0.031242 | Time: 1457.47 ms [2021-10-06 16:33:12 main:581] : INFO : Epoch 1691 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 1473.4 ms [2021-10-06 16:33:14 main:581] : INFO : Epoch 1692 | loss: 0.0312443 | val_loss: 0.0312423 | Time: 1491.18 ms [2021-10-06 16:33:15 main:581] : INFO : Epoch 1693 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 1490.17 ms [2021-10-06 16:33:17 main:581] : INFO : Epoch 1694 | loss: 0.031245 | val_loss: 0.0312421 | Time: 1466.72 ms [2021-10-06 16:33:18 main:581] : INFO : Epoch 1695 | loss: 0.0312449 | val_loss: 0.0312424 | Time: 1457.79 ms [2021-10-06 16:33:20 main:581] : INFO : Epoch 1696 | loss: 0.031244 | val_loss: 0.0312429 | Time: 1470.26 ms [2021-10-06 16:33:21 main:581] : INFO : Epoch 1697 | loss: 0.031245 | val_loss: 0.0312486 | Time: 1420.72 ms [2021-10-06 16:33:23 main:581] : INFO : Epoch 1698 | loss: 0.0312485 | val_loss: 0.0312425 | Time: 1474.75 ms [2021-10-06 16:33:24 main:581] : INFO : Epoch 1699 | loss: 0.0312451 | val_loss: 0.0312414 | Time: 1467.93 ms [2021-10-06 16:33:26 main:581] : INFO : Epoch 1700 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 1470.01 ms [2021-10-06 16:33:27 main:581] : INFO : Epoch 1701 | loss: 0.0312444 | val_loss: 0.0312419 | Time: 1474.81 ms [2021-10-06 16:33:28 main:581] : INFO : Epoch 1702 | loss: 0.0312448 | val_loss: 0.031242 | Time: 1466.15 ms [2021-10-06 16:33:30 main:581] : INFO : Epoch 1703 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 1448.39 ms [2021-10-06 16:33:31 main:581] : INFO : Epoch 1704 | loss: 0.0312452 | val_loss: 0.0312435 | Time: 1464.22 ms [2021-10-06 16:33:33 main:581] : INFO : Epoch 1705 | loss: 0.0312444 | val_loss: 0.0312419 | Time: 1463.89 ms [2021-10-06 16:33:34 main:581] : INFO : Epoch 1706 | loss: 0.0312446 | val_loss: 0.0312419 | Time: 1439.88 ms [2021-10-06 16:33:36 main:581] : INFO : Epoch 1707 | loss: 0.0312451 | val_loss: 0.0312418 | Time: 1472.86 ms [2021-10-06 16:33:37 main:581] : INFO : Epoch 1708 | loss: 0.0312465 | val_loss: 0.0312432 | Time: 1481.98 ms [2021-10-06 16:33:39 main:581] : INFO : Epoch 1709 | loss: 0.0312456 | val_loss: 0.0312425 | Time: 1472.63 ms [2021-10-06 16:33:40 main:581] : INFO : Epoch 1710 | loss: 0.0312447 | val_loss: 0.031242 | Time: 1455.67 ms [2021-10-06 16:33:42 main:581] : INFO : Epoch 1711 | loss: 0.0312442 | val_loss: 0.0312421 | Time: 1454.89 ms [2021-10-06 16:33:43 main:581] : INFO : Epoch 1712 | loss: 0.0312443 | val_loss: 0.0312424 | Time: 1462.86 ms [2021-10-06 16:33:45 main:581] : INFO : Epoch 1713 | loss: 0.031246 | val_loss: 0.0312458 | Time: 1485.9 ms [2021-10-06 16:33:46 main:581] : INFO : Epoch 1714 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 1442.98 ms [2021-10-06 16:33:48 main:581] : INFO : Epoch 1715 | loss: 0.0312444 | val_loss: 0.0312417 | Time: 1475.91 ms [2021-10-06 16:33:49 main:581] : INFO : Epoch 1716 | loss: 0.0312441 | val_loss: 0.0312417 | Time: 1470.98 ms [2021-10-06 16:33:50 main:581] : INFO : Epoch 1717 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 1467.84 ms [2021-10-06 16:33:52 main:581] : INFO : Epoch 1718 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1472.08 ms [2021-10-06 16:33:53 main:581] : INFO : Epoch 1719 | loss: 0.0312454 | val_loss: 0.031241 | Time: 1461.55 ms [2021-10-06 16:33:55 main:581] : INFO : Epoch 1720 | loss: 0.0312448 | val_loss: 0.0312428 | Time: 1473.94 ms [2021-10-06 16:33:56 main:581] : INFO : Epoch 1721 | loss: 0.0312456 | val_loss: 0.0312418 | Time: 1469.49 ms [2021-10-06 16:33:58 main:581] : INFO : Epoch 1722 | loss: 0.031245 | val_loss: 0.031243 | Time: 1452.89 ms [2021-10-06 16:33:59 main:581] : INFO : Epoch 1723 | loss: 0.0312453 | val_loss: 0.0312412 | Time: 1464.51 ms [2021-10-06 16:34:01 main:581] : INFO : Epoch 1724 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 1455.83 ms [2021-10-06 16:34:02 main:581] : INFO : Epoch 1725 | loss: 0.0312457 | val_loss: 0.0312418 | Time: 1451.73 ms [2021-10-06 16:34:04 main:581] : INFO : Epoch 1726 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 1471.71 ms [2021-10-06 16:34:05 main:581] : INFO : Epoch 1727 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1455.86 ms [2021-10-06 16:34:07 main:581] : INFO : Epoch 1728 | loss: 0.0312458 | val_loss: 0.0312414 | Time: 1455.75 ms [2021-10-06 16:34:08 main:581] : INFO : Epoch 1729 | loss: 0.031246 | val_loss: 0.0312425 | Time: 1469.66 ms [2021-10-06 16:34:09 main:581] : INFO : Epoch 1730 | loss: 0.0312471 | val_loss: 0.0312417 | Time: 1465.34 ms [2021-10-06 16:34:11 main:581] : INFO : Epoch 1731 | loss: 0.0312451 | val_loss: 0.0312421 | Time: 1471.03 ms [2021-10-06 16:34:12 main:581] : INFO : Epoch 1732 | loss: 0.0312444 | val_loss: 0.0312417 | Time: 1476.22 ms [2021-10-06 16:34:14 main:581] : INFO : Epoch 1733 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 1470.13 ms [2021-10-06 16:34:15 main:581] : INFO : Epoch 1734 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1461.14 ms [2021-10-06 16:34:17 main:581] : INFO : Epoch 1735 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 1480.95 ms [2021-10-06 16:34:18 main:581] : INFO : Epoch 1736 | loss: 0.0312447 | val_loss: 0.0312424 | Time: 1472.08 ms [2021-10-06 16:34:20 main:581] : INFO : Epoch 1737 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 1453.19 ms [2021-10-06 16:34:21 main:581] : INFO : Epoch 1738 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 1440.84 ms [2021-10-06 16:34:23 main:581] : INFO : Epoch 1739 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 1466.08 ms [2021-10-06 16:34:24 main:581] : INFO : Epoch 1740 | loss: 0.0312454 | val_loss: 0.0312415 | Time: 1441.51 ms [2021-10-06 16:34:26 main:581] : INFO : Epoch 1741 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 1459.8 ms [2021-10-06 16:34:27 main:581] : INFO : Epoch 1742 | loss: 0.0312442 | val_loss: 0.0312413 | Time: 1471.71 ms [2021-10-06 16:34:29 main:581] : INFO : Epoch 1743 | loss: 0.0312447 | val_loss: 0.0312422 | Time: 1495.48 ms [2021-10-06 16:34:30 main:581] : INFO : Epoch 1744 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 1455.36 ms [2021-10-06 16:34:31 main:581] : INFO : Epoch 1745 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1492.31 ms [2021-10-06 16:34:33 main:581] : INFO : Epoch 1746 | loss: 0.0312451 | val_loss: 0.0312415 | Time: 1479.76 ms [2021-10-06 16:34:34 main:581] : INFO : Epoch 1747 | loss: 0.0312445 | val_loss: 0.031242 | Time: 1451.6 ms [2021-10-06 16:34:36 main:581] : INFO : Epoch 1748 | loss: 0.0312439 | val_loss: 0.0312416 | Time: 1462.2 ms [2021-10-06 16:34:37 main:581] : INFO : Epoch 1749 | loss: 0.0312439 | val_loss: 0.0312414 | Time: 1475.31 ms [2021-10-06 16:34:39 main:581] : INFO : Epoch 1750 | loss: 0.0312442 | val_loss: 0.0312421 | Time: 1473.26 ms [2021-10-06 16:34:40 main:581] : INFO : Epoch 1751 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1470.47 ms [2021-10-06 16:34:42 main:581] : INFO : Epoch 1752 | loss: 0.0312457 | val_loss: 0.0312437 | Time: 1440.33 ms [2021-10-06 16:34:43 main:581] : INFO : Epoch 1753 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 1464.4 ms [2021-10-06 16:34:45 main:581] : INFO : Epoch 1754 | loss: 0.0312453 | val_loss: 0.0312431 | Time: 1465.68 ms [2021-10-06 16:34:46 main:581] : INFO : Epoch 1755 | loss: 0.031245 | val_loss: 0.0312429 | Time: 1437.25 ms [2021-10-06 16:34:48 main:581] : INFO : Epoch 1756 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1455.6 ms [2021-10-06 16:34:49 main:581] : INFO : Epoch 1757 | loss: 0.0312441 | val_loss: 0.0312411 | Time: 1471.16 ms [2021-10-06 16:34:51 main:581] : INFO : Epoch 1758 | loss: 0.031244 | val_loss: 0.0312412 | Time: 1471.12 ms [2021-10-06 16:34:52 main:581] : INFO : Epoch 1759 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 1460.99 ms [2021-10-06 16:34:53 main:581] : INFO : Epoch 1760 | loss: 0.0312436 | val_loss: 0.0312422 | Time: 1469.37 ms [2021-10-06 16:34:55 main:581] : INFO : Epoch 1761 | loss: 0.031244 | val_loss: 0.0312419 | Time: 1469.23 ms [2021-10-06 16:34:56 main:581] : INFO : Epoch 1762 | loss: 0.0312441 | val_loss: 0.031242 | Time: 1464.43 ms [2021-10-06 16:34:58 main:581] : INFO : Epoch 1763 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 1462.33 ms [2021-10-06 16:34:59 main:581] : INFO : Epoch 1764 | loss: 0.0312453 | val_loss: 0.0312422 | Time: 1449.46 ms [2021-10-06 16:35:01 main:581] : INFO : Epoch 1765 | loss: 0.0312461 | val_loss: 0.0312421 | Time: 1466.19 ms [2021-10-06 16:35:02 main:581] : INFO : Epoch 1766 | loss: 0.0312466 | val_loss: 0.0312418 | Time: 1479.56 ms [2021-10-06 16:35:04 main:581] : INFO : Epoch 1767 | loss: 0.031245 | val_loss: 0.0312415 | Time: 1476.69 ms [2021-10-06 16:35:05 main:581] : INFO : Epoch 1768 | loss: 0.0312441 | val_loss: 0.0312427 | Time: 1446.41 ms [2021-10-06 16:35:07 main:581] : INFO : Epoch 1769 | loss: 0.0312452 | val_loss: 0.0312425 | Time: 1472.38 ms [2021-10-06 16:35:08 main:581] : INFO : Epoch 1770 | loss: 0.0312454 | val_loss: 0.0312428 | Time: 1473.72 ms [2021-10-06 16:35:10 main:581] : INFO : Epoch 1771 | loss: 0.0312447 | val_loss: 0.0312415 | Time: 1454.03 ms [2021-10-06 16:35:11 main:581] : INFO : Epoch 1772 | loss: 0.0312441 | val_loss: 0.0312431 | Time: 1469.58 ms [2021-10-06 16:35:12 main:581] : INFO : Epoch 1773 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 1465.6 ms [2021-10-06 16:35:14 main:581] : INFO : Epoch 1774 | loss: 0.031244 | val_loss: 0.0312414 | Time: 1463.29 ms [2021-10-06 16:35:15 main:581] : INFO : Epoch 1775 | loss: 0.0312442 | val_loss: 0.0312412 | Time: 1450.01 ms [2021-10-06 16:35:17 main:581] : INFO : Epoch 1776 | loss: 0.0312441 | val_loss: 0.0312418 | Time: 1456.75 ms [2021-10-06 16:35:18 main:581] : INFO : Epoch 1777 | loss: 0.031245 | val_loss: 0.0312422 | Time: 1435.8 ms [2021-10-06 16:35:20 main:581] : INFO : Epoch 1778 | loss: 0.0312447 | val_loss: 0.0312418 | Time: 1440.89 ms [2021-10-06 16:35:21 main:581] : INFO : Epoch 1779 | loss: 0.0312436 | val_loss: 0.0312416 | Time: 1449.71 ms [2021-10-06 16:35:23 main:581] : INFO : Epoch 1780 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 1447.22 ms [2021-10-06 16:35:24 main:581] : INFO : Epoch 1781 | loss: 0.0312461 | val_loss: 0.0312424 | Time: 1469.85 ms [2021-10-06 16:35:26 main:581] : INFO : Epoch 1782 | loss: 0.0312476 | val_loss: 0.0312444 | Time: 1475.82 ms [2021-10-06 16:35:27 main:581] : INFO : Epoch 1783 | loss: 0.0312445 | val_loss: 0.0312412 | Time: 1461.71 ms [2021-10-06 16:35:29 main:581] : INFO : Epoch 1784 | loss: 0.0312437 | val_loss: 0.0312421 | Time: 1499.05 ms [2021-10-06 16:35:30 main:581] : INFO : Epoch 1785 | loss: 0.0312439 | val_loss: 0.0312467 | Time: 1476.77 ms [2021-10-06 16:35:31 main:581] : INFO : Epoch 1786 | loss: 0.0312465 | val_loss: 0.0312437 | Time: 1467.37 ms [2021-10-06 16:35:33 main:581] : INFO : Epoch 1787 | loss: 0.0312444 | val_loss: 0.0312419 | Time: 1481.26 ms [2021-10-06 16:35:34 main:581] : INFO : Epoch 1788 | loss: 0.0312448 | val_loss: 0.0312425 | Time: 1490.19 ms [2021-10-06 16:35:36 main:581] : INFO : Epoch 1789 | loss: 0.0312458 | val_loss: 0.0312417 | Time: 1477.26 ms [2021-10-06 16:35:37 main:581] : INFO : Epoch 1790 | loss: 0.0312442 | val_loss: 0.031241 | Time: 1463.04 ms [2021-10-06 16:35:39 main:581] : INFO : Epoch 1791 | loss: 0.0312445 | val_loss: 0.0312416 | Time: 1449.83 ms [2021-10-06 16:35:40 main:581] : INFO : Epoch 1792 | loss: 0.031244 | val_loss: 0.0312413 | Time: 1474.5 ms [2021-10-06 16:35:42 main:581] : INFO : Epoch 1793 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 1469.84 ms [2021-10-06 16:35:43 main:581] : INFO : Epoch 1794 | loss: 0.0312446 | val_loss: 0.0312418 | Time: 1474.46 ms [2021-10-06 16:35:45 main:581] : INFO : Epoch 1795 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 1463.48 ms [2021-10-06 16:35:46 main:581] : INFO : Epoch 1796 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1479.12 ms [2021-10-06 16:35:48 main:581] : INFO : Epoch 1797 | loss: 0.031247 | val_loss: 0.0312414 | Time: 1490.05 ms [2021-10-06 16:35:49 main:581] : INFO : Epoch 1798 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 1469.93 ms [2021-10-06 16:35:51 main:581] : INFO : Epoch 1799 | loss: 0.0312465 | val_loss: 0.0312496 | Time: 1438.91 ms [2021-10-06 16:35:52 main:581] : INFO : Epoch 1800 | loss: 0.0312456 | val_loss: 0.031249 | Time: 1461.77 ms [2021-10-06 16:35:54 main:581] : INFO : Epoch 1801 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1463.79 ms [2021-10-06 16:35:55 main:581] : INFO : Epoch 1802 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1460.82 ms [2021-10-06 16:35:56 main:581] : INFO : Epoch 1803 | loss: 0.0312448 | val_loss: 0.0312411 | Time: 1467.27 ms [2021-10-06 16:35:58 main:581] : INFO : Epoch 1804 | loss: 0.0312442 | val_loss: 0.0312425 | Time: 1489.45 ms [2021-10-06 16:35:59 main:581] : INFO : Epoch 1805 | loss: 0.0312439 | val_loss: 0.031241 | Time: 1462.55 ms [2021-10-06 16:36:01 main:581] : INFO : Epoch 1806 | loss: 0.0312438 | val_loss: 0.0312414 | Time: 1468.88 ms [2021-10-06 16:36:02 main:581] : INFO : Epoch 1807 | loss: 0.0312437 | val_loss: 0.0312412 | Time: 1467.86 ms [2021-10-06 16:36:04 main:581] : INFO : Epoch 1808 | loss: 0.0312438 | val_loss: 0.0312418 | Time: 1458.72 ms [2021-10-06 16:36:05 main:581] : INFO : Epoch 1809 | loss: 0.031244 | val_loss: 0.0312419 | Time: 1462.95 ms [2021-10-06 16:36:07 main:581] : INFO : Epoch 1810 | loss: 0.0312448 | val_loss: 0.0312417 | Time: 1478.86 ms [2021-10-06 16:36:08 main:581] : INFO : Epoch 1811 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 1440.32 ms [2021-10-06 16:36:10 main:581] : INFO : Epoch 1812 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 1462.54 ms [2021-10-06 16:36:11 main:581] : INFO : Epoch 1813 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 1463.45 ms [2021-10-06 16:36:13 main:581] : INFO : Epoch 1814 | loss: 0.0312451 | val_loss: 0.0312412 | Time: 1459.24 ms [2021-10-06 16:36:14 main:581] : INFO : Epoch 1815 | loss: 0.031244 | val_loss: 0.0312437 | Time: 1475.41 ms [2021-10-06 16:36:16 main:581] : INFO : Epoch 1816 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 1460.9 ms [2021-10-06 16:36:17 main:581] : INFO : Epoch 1817 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 1462.79 ms [2021-10-06 16:36:18 main:581] : INFO : Epoch 1818 | loss: 0.0312465 | val_loss: 0.0312414 | Time: 1470.17 ms [2021-10-06 16:36:20 main:581] : INFO : Epoch 1819 | loss: 0.0312448 | val_loss: 0.0312424 | Time: 1458.91 ms [2021-10-06 16:36:21 main:581] : INFO : Epoch 1820 | loss: 0.0312454 | val_loss: 0.0312423 | Time: 1492.03 ms [2021-10-06 16:36:23 main:581] : INFO : Epoch 1821 | loss: 0.0312449 | val_loss: 0.0312417 | Time: 1504.34 ms [2021-10-06 16:36:24 main:581] : INFO : Epoch 1822 | loss: 0.0312447 | val_loss: 0.0312423 | Time: 1456.81 ms [2021-10-06 16:36:26 main:581] : INFO : Epoch 1823 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 1458 ms [2021-10-06 16:36:27 main:581] : INFO : Epoch 1824 | loss: 0.0312442 | val_loss: 0.0312413 | Time: 1469.73 ms [2021-10-06 16:36:29 main:581] : INFO : Epoch 1825 | loss: 0.0312458 | val_loss: 0.0312417 | Time: 1496.16 ms [2021-10-06 16:36:30 main:581] : INFO : Epoch 1826 | loss: 0.0312467 | val_loss: 0.0312417 | Time: 1459.16 ms [2021-10-06 16:36:32 main:581] : INFO : Epoch 1827 | loss: 0.0312439 | val_loss: 0.031241 | Time: 1457.3 ms [2021-10-06 16:36:33 main:581] : INFO : Epoch 1828 | loss: 0.0312439 | val_loss: 0.0312411 | Time: 1470.44 ms [2021-10-06 16:36:35 main:581] : INFO : Epoch 1829 | loss: 0.0312436 | val_loss: 0.031242 | Time: 1443.34 ms [2021-10-06 16:36:36 main:581] : INFO : Epoch 1830 | loss: 0.0312438 | val_loss: 0.0312421 | Time: 1500.37 ms [2021-10-06 16:36:38 main:581] : INFO : Epoch 1831 | loss: 0.031244 | val_loss: 0.0312422 | Time: 1458.22 ms [2021-10-06 16:36:39 main:581] : INFO : Epoch 1832 | loss: 0.0312442 | val_loss: 0.0312419 | Time: 1436.58 ms [2021-10-06 16:36:41 main:581] : INFO : Epoch 1833 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 1489.35 ms [2021-10-06 16:36:42 main:581] : INFO : Epoch 1834 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 1446.17 ms [2021-10-06 16:36:43 main:581] : INFO : Epoch 1835 | loss: 0.031244 | val_loss: 0.0312411 | Time: 1464.96 ms [2021-10-06 16:36:45 main:581] : INFO : Epoch 1836 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 1425.43 ms [2021-10-06 16:36:46 main:581] : INFO : Epoch 1837 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 1445.01 ms [2021-10-06 16:36:48 main:581] : INFO : Epoch 1838 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 1476.44 ms [2021-10-06 16:36:49 main:581] : INFO : Epoch 1839 | loss: 0.0312439 | val_loss: 0.0312414 | Time: 1461.63 ms [2021-10-06 16:36:51 main:581] : INFO : Epoch 1840 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 1466.34 ms [2021-10-06 16:36:52 main:581] : INFO : Epoch 1841 | loss: 0.0312464 | val_loss: 0.031244 | Time: 1470.35 ms [2021-10-06 16:36:54 main:581] : INFO : Epoch 1842 | loss: 0.0312446 | val_loss: 0.0312424 | Time: 1467.56 ms [2021-10-06 16:36:55 main:581] : INFO : Epoch 1843 | loss: 0.0312454 | val_loss: 0.0312415 | Time: 1452.1 ms [2021-10-06 16:36:57 main:581] : INFO : Epoch 1844 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 1440.25 ms [2021-10-06 16:36:58 main:581] : INFO : Epoch 1845 | loss: 0.0312442 | val_loss: 0.0312421 | Time: 1473.39 ms [2021-10-06 16:36:59 main:581] : INFO : Epoch 1846 | loss: 0.031244 | val_loss: 0.0312419 | Time: 1447.2 ms [2021-10-06 16:37:01 main:581] : INFO : Epoch 1847 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1449.41 ms [2021-10-06 16:37:02 main:581] : INFO : Epoch 1848 | loss: 0.0312439 | val_loss: 0.0312433 | Time: 1471.39 ms [2021-10-06 16:37:04 main:581] : INFO : Epoch 1849 | loss: 0.031244 | val_loss: 0.0312411 | Time: 1468.84 ms [2021-10-06 16:37:05 main:581] : INFO : Epoch 1850 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 1467.65 ms [2021-10-06 16:37:07 main:581] : INFO : Epoch 1851 | loss: 0.0312441 | val_loss: 0.0312412 | Time: 1458.77 ms [2021-10-06 16:37:08 main:581] : INFO : Epoch 1852 | loss: 0.0312449 | val_loss: 0.031243 | Time: 1492.44 ms [2021-10-06 16:37:10 main:581] : INFO : Epoch 1853 | loss: 0.031244 | val_loss: 0.031241 | Time: 1481.14 ms [2021-10-06 16:37:11 main:581] : INFO : Epoch 1854 | loss: 0.0312435 | val_loss: 0.0312416 | Time: 1493.98 ms [2021-10-06 16:37:13 main:581] : INFO : Epoch 1855 | loss: 0.0312436 | val_loss: 0.0312418 | Time: 1461.66 ms [2021-10-06 16:37:14 main:581] : INFO : Epoch 1856 | loss: 0.0312437 | val_loss: 0.031241 | Time: 1467.94 ms [2021-10-06 16:37:16 main:581] : INFO : Epoch 1857 | loss: 0.0312439 | val_loss: 0.031242 | Time: 1495.49 ms [2021-10-06 16:37:17 main:581] : INFO : Epoch 1858 | loss: 0.0312448 | val_loss: 0.0312487 | Time: 1482.28 ms [2021-10-06 16:37:19 main:581] : INFO : Epoch 1859 | loss: 0.0312451 | val_loss: 0.0312414 | Time: 1441.49 ms [2021-10-06 16:37:20 main:581] : INFO : Epoch 1860 | loss: 0.0312441 | val_loss: 0.031242 | Time: 1411.85 ms [2021-10-06 16:37:21 main:581] : INFO : Epoch 1861 | loss: 0.031244 | val_loss: 0.0312433 | Time: 1470.52 ms [2021-10-06 16:37:23 main:581] : INFO : Epoch 1862 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 1474.05 ms [2021-10-06 16:37:24 main:581] : INFO : Epoch 1863 | loss: 0.0312443 | val_loss: 0.0312417 | Time: 1456.18 ms [2021-10-06 16:37:26 main:581] : INFO : Epoch 1864 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 1474.31 ms [2021-10-06 16:37:27 main:581] : INFO : Epoch 1865 | loss: 0.0312442 | val_loss: 0.0312416 | Time: 1477.38 ms [2021-10-06 16:37:29 main:581] : INFO : Epoch 1866 | loss: 0.0312439 | val_loss: 0.0312415 | Time: 1482.1 ms [2021-10-06 16:37:30 main:581] : INFO : Epoch 1867 | loss: 0.031244 | val_loss: 0.0312411 | Time: 1464.99 ms [2021-10-06 16:37:32 main:581] : INFO : Epoch 1868 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 1471.69 ms [2021-10-06 16:37:33 main:581] : INFO : Epoch 1869 | loss: 0.0312438 | val_loss: 0.0312419 | Time: 1498.72 ms [2021-10-06 16:37:35 main:581] : INFO : Epoch 1870 | loss: 0.0312441 | val_loss: 0.0312422 | Time: 1455.61 ms [2021-10-06 16:37:36 main:581] : INFO : Epoch 1871 | loss: 0.0312443 | val_loss: 0.0312421 | Time: 1439.86 ms [2021-10-06 16:37:38 main:581] : INFO : Epoch 1872 | loss: 0.0312442 | val_loss: 0.0312414 | Time: 1471.3 ms [2021-10-06 16:37:39 main:581] : INFO : Epoch 1873 | loss: 0.0312438 | val_loss: 0.031241 | Time: 1442.13 ms [2021-10-06 16:37:41 main:581] : INFO : Epoch 1874 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1466 ms [2021-10-06 16:37:42 main:581] : INFO : Epoch 1875 | loss: 0.0312435 | val_loss: 0.031241 | Time: 1474.89 ms [2021-10-06 16:37:43 main:581] : INFO : Epoch 1876 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 1472.28 ms [2021-10-06 16:37:45 main:581] : INFO : Epoch 1877 | loss: 0.0312448 | val_loss: 0.0312413 | Time: 1498.35 ms [2021-10-06 16:37:46 main:581] : INFO : Epoch 1878 | loss: 0.031244 | val_loss: 0.0312416 | Time: 1470.39 ms [2021-10-06 16:37:48 main:581] : INFO : Epoch 1879 | loss: 0.0312447 | val_loss: 0.0312409 | Time: 1486.89 ms [2021-10-06 16:37:49 main:581] : INFO : Epoch 1880 | loss: 0.0312444 | val_loss: 0.0312414 | Time: 1472.79 ms [2021-10-06 16:37:51 main:581] : INFO : Epoch 1881 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 1491.73 ms [2021-10-06 16:37:52 main:581] : INFO : Epoch 1882 | loss: 0.0312436 | val_loss: 0.0312431 | Time: 1459.62 ms [2021-10-06 16:37:54 main:581] : INFO : Epoch 1883 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 1462.15 ms [2021-10-06 16:37:55 main:581] : INFO : Epoch 1884 | loss: 0.0312438 | val_loss: 0.0312414 | Time: 1461.08 ms [2021-10-06 16:37:57 main:581] : INFO : Epoch 1885 | loss: 0.0312435 | val_loss: 0.0312418 | Time: 1480.69 ms [2021-10-06 16:37:58 main:581] : INFO : Epoch 1886 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1452.25 ms [2021-10-06 16:38:00 main:581] : INFO : Epoch 1887 | loss: 0.0312441 | val_loss: 0.0312415 | Time: 1471.57 ms [2021-10-06 16:38:01 main:581] : INFO : Epoch 1888 | loss: 0.0312446 | val_loss: 0.0312433 | Time: 1476.14 ms [2021-10-06 16:38:03 main:581] : INFO : Epoch 1889 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 1463.48 ms [2021-10-06 16:38:04 main:581] : INFO : Epoch 1890 | loss: 0.0312438 | val_loss: 0.0312412 | Time: 1469.28 ms [2021-10-06 16:38:06 main:581] : INFO : Epoch 1891 | loss: 0.0312435 | val_loss: 0.0312415 | Time: 1437.97 ms [2021-10-06 16:38:07 main:581] : INFO : Epoch 1892 | loss: 0.0312438 | val_loss: 0.0312418 | Time: 1415.09 ms [2021-10-06 16:38:08 main:581] : INFO : Epoch 1893 | loss: 0.0312443 | val_loss: 0.0312412 | Time: 1470.26 ms [2021-10-06 16:38:10 main:581] : INFO : Epoch 1894 | loss: 0.0312444 | val_loss: 0.031242 | Time: 1429.57 ms [2021-10-06 16:38:11 main:581] : INFO : Epoch 1895 | loss: 0.031244 | val_loss: 0.0312419 | Time: 1444.93 ms [2021-10-06 16:38:13 main:581] : INFO : Epoch 1896 | loss: 0.0312437 | val_loss: 0.0312414 | Time: 1457.86 ms [2021-10-06 16:38:14 main:581] : INFO : Epoch 1897 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 1458.46 ms [2021-10-06 16:38:16 main:581] : INFO : Epoch 1898 | loss: 0.031244 | val_loss: 0.031241 | Time: 1478.73 ms [2021-10-06 16:38:17 main:581] : INFO : Epoch 1899 | loss: 0.0312435 | val_loss: 0.031242 | Time: 1479.26 ms [2021-10-06 16:38:19 main:581] : INFO : Epoch 1900 | loss: 0.0312439 | val_loss: 0.0312417 | Time: 1479.89 ms [2021-10-06 16:38:20 main:581] : INFO : Epoch 1901 | loss: 0.0312436 | val_loss: 0.0312416 | Time: 1483.99 ms [2021-10-06 16:38:22 main:581] : INFO : Epoch 1902 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 1478.97 ms [2021-10-06 16:38:23 main:581] : INFO : Epoch 1903 | loss: 0.031244 | val_loss: 0.0312436 | Time: 1475.25 ms [2021-10-06 16:38:25 main:581] : INFO : Epoch 1904 | loss: 0.0312453 | val_loss: 0.0312416 | Time: 1473.25 ms [2021-10-06 16:38:26 main:581] : INFO : Epoch 1905 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 1474.45 ms [2021-10-06 16:38:27 main:581] : INFO : Epoch 1906 | loss: 0.0312441 | val_loss: 0.031242 | Time: 1454.74 ms [2021-10-06 16:38:29 main:581] : INFO : Epoch 1907 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 1466.54 ms [2021-10-06 16:38:30 main:581] : INFO : Epoch 1908 | loss: 0.0312448 | val_loss: 0.0312417 | Time: 1484.31 ms [2021-10-06 16:38:32 main:581] : INFO : Epoch 1909 | loss: 0.0312439 | val_loss: 0.0312412 | Time: 1477.74 ms [2021-10-06 16:38:33 main:581] : INFO : Epoch 1910 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 1476.32 ms [2021-10-06 16:38:35 main:581] : INFO : Epoch 1911 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 1466.92 ms [2021-10-06 16:38:36 main:581] : INFO : Epoch 1912 | loss: 0.0312437 | val_loss: 0.0312417 | Time: 1466.56 ms [2021-10-06 16:38:38 main:581] : INFO : Epoch 1913 | loss: 0.0312447 | val_loss: 0.0312411 | Time: 1475.84 ms [2021-10-06 16:38:39 main:581] : INFO : Epoch 1914 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 1511.52 ms [2021-10-06 16:38:41 main:581] : INFO : Epoch 1915 | loss: 0.0312452 | val_loss: 0.0312425 | Time: 1538.26 ms [2021-10-06 16:38:42 main:581] : INFO : Epoch 1916 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 1457.3 ms [2021-10-06 16:38:44 main:581] : INFO : Epoch 1917 | loss: 0.0312435 | val_loss: 0.0312417 | Time: 1457.14 ms [2021-10-06 16:38:45 main:581] : INFO : Epoch 1918 | loss: 0.0312437 | val_loss: 0.0312414 | Time: 1459.75 ms [2021-10-06 16:38:47 main:581] : INFO : Epoch 1919 | loss: 0.0312438 | val_loss: 0.0312422 | Time: 1448.26 ms [2021-10-06 16:38:48 main:581] : INFO : Epoch 1920 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 1455.75 ms [2021-10-06 16:38:50 main:581] : INFO : Epoch 1921 | loss: 0.031244 | val_loss: 0.0312412 | Time: 1480.43 ms [2021-10-06 16:38:51 main:581] : INFO : Epoch 1922 | loss: 0.031244 | val_loss: 0.0312415 | Time: 1499.81 ms [2021-10-06 16:38:53 main:581] : INFO : Epoch 1923 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1451.98 ms [2021-10-06 16:38:54 main:581] : INFO : Epoch 1924 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1475.97 ms [2021-10-06 16:38:55 main:581] : INFO : Epoch 1925 | loss: 0.0312437 | val_loss: 0.0312415 | Time: 1420.78 ms [2021-10-06 16:38:57 main:581] : INFO : Epoch 1926 | loss: 0.0312442 | val_loss: 0.0312417 | Time: 1447.33 ms [2021-10-06 16:38:58 main:581] : INFO : Epoch 1927 | loss: 0.0312436 | val_loss: 0.0312415 | Time: 1434.79 ms [2021-10-06 16:39:00 main:581] : INFO : Epoch 1928 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1443.89 ms [2021-10-06 16:39:01 main:581] : INFO : Epoch 1929 | loss: 0.0312453 | val_loss: 0.0312419 | Time: 1441.35 ms [2021-10-06 16:39:03 main:581] : INFO : Epoch 1930 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1431.21 ms [2021-10-06 16:39:04 main:581] : INFO : Epoch 1931 | loss: 0.0312435 | val_loss: 0.0312418 | Time: 1447.14 ms [2021-10-06 16:39:06 main:581] : INFO : Epoch 1932 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 1467.58 ms [2021-10-06 16:39:07 main:581] : INFO : Epoch 1933 | loss: 0.0312443 | val_loss: 0.0312422 | Time: 1479.64 ms [2021-10-06 16:39:09 main:581] : INFO : Epoch 1934 | loss: 0.0312434 | val_loss: 0.031241 | Time: 1462.63 ms [2021-10-06 16:39:10 main:581] : INFO : Epoch 1935 | loss: 0.0312432 | val_loss: 0.0312409 | Time: 1462.11 ms [2021-10-06 16:39:11 main:581] : INFO : Epoch 1936 | loss: 0.0312437 | val_loss: 0.0312417 | Time: 1474.35 ms [2021-10-06 16:39:13 main:581] : INFO : Epoch 1937 | loss: 0.0312439 | val_loss: 0.0312417 | Time: 1468.92 ms [2021-10-06 16:39:14 main:581] : INFO : Epoch 1938 | loss: 0.0312447 | val_loss: 0.0312409 | Time: 1488.32 ms [2021-10-06 16:39:16 main:581] : INFO : Epoch 1939 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 1472.4 ms [2021-10-06 16:39:17 main:581] : INFO : Epoch 1940 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 1462.9 ms [2021-10-06 16:39:19 main:581] : INFO : Epoch 1941 | loss: 0.0312435 | val_loss: 0.0312436 | Time: 1492.19 ms [2021-10-06 16:39:20 main:581] : INFO : Epoch 1942 | loss: 0.0312437 | val_loss: 0.0312411 | Time: 1468.87 ms [2021-10-06 16:39:22 main:581] : INFO : Epoch 1943 | loss: 0.0312436 | val_loss: 0.031242 | Time: 1471.99 ms [2021-10-06 16:39:23 main:581] : INFO : Epoch 1944 | loss: 0.0312437 | val_loss: 0.0312437 | Time: 1476.53 ms [2021-10-06 16:39:25 main:581] : INFO : Epoch 1945 | loss: 0.0312458 | val_loss: 0.0312435 | Time: 1464.29 ms [2021-10-06 16:39:26 main:581] : INFO : Epoch 1946 | loss: 0.0312452 | val_loss: 0.0312415 | Time: 1464.97 ms [2021-10-06 16:39:28 main:581] : INFO : Epoch 1947 | loss: 0.0312471 | val_loss: 0.0312441 | Time: 1446.39 ms [2021-10-06 16:39:29 main:581] : INFO : Epoch 1948 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 1466.14 ms [2021-10-06 16:39:31 main:581] : INFO : Epoch 1949 | loss: 0.0312481 | val_loss: 0.0312454 | Time: 1458.59 ms [2021-10-06 16:39:32 main:581] : INFO : Epoch 1950 | loss: 0.0312455 | val_loss: 0.0312432 | Time: 1463.31 ms [2021-10-06 16:39:34 main:581] : INFO : Epoch 1951 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 1473.64 ms [2021-10-06 16:39:35 main:581] : INFO : Epoch 1952 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 1469.23 ms [2021-10-06 16:39:36 main:581] : INFO : Epoch 1953 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 1459.96 ms [2021-10-06 16:39:38 main:581] : INFO : Epoch 1954 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 1431.83 ms [2021-10-06 16:39:39 main:581] : INFO : Epoch 1955 | loss: 0.0312446 | val_loss: 0.031243 | Time: 1448.55 ms [2021-10-06 16:39:41 main:581] : INFO : Epoch 1956 | loss: 0.0312442 | val_loss: 0.0312415 | Time: 1467.39 ms [2021-10-06 16:39:42 main:581] : INFO : Epoch 1957 | loss: 0.0312436 | val_loss: 0.0312417 | Time: 1460.96 ms [2021-10-06 16:39:44 main:581] : INFO : Epoch 1958 | loss: 0.0312434 | val_loss: 0.0312409 | Time: 1466.95 ms [2021-10-06 16:39:45 main:581] : INFO : Epoch 1959 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 1480.14 ms [2021-10-06 16:39:47 main:581] : INFO : Epoch 1960 | loss: 0.0312437 | val_loss: 0.0312414 | Time: 1485.72 ms [2021-10-06 16:39:48 main:581] : INFO : Epoch 1961 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 1446.83 ms [2021-10-06 16:39:50 main:581] : INFO : Epoch 1962 | loss: 0.0312451 | val_loss: 0.0312424 | Time: 1461.47 ms [2021-10-06 16:39:51 main:581] : INFO : Epoch 1963 | loss: 0.0312432 | val_loss: 0.0312412 | Time: 1428.72 ms [2021-10-06 16:39:52 main:581] : INFO : Epoch 1964 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1453.46 ms [2021-10-06 16:39:54 main:581] : INFO : Epoch 1965 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 1434.22 ms [2021-10-06 16:39:55 main:581] : INFO : Epoch 1966 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 1445.41 ms [2021-10-06 16:39:57 main:581] : INFO : Epoch 1967 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 1466.37 ms [2021-10-06 16:39:58 main:581] : INFO : Epoch 1968 | loss: 0.0312436 | val_loss: 0.0312413 | Time: 1465.18 ms [2021-10-06 16:40:00 main:581] : INFO : Epoch 1969 | loss: 0.0312439 | val_loss: 0.0312418 | Time: 1473.9 ms [2021-10-06 16:40:01 main:581] : INFO : Epoch 1970 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 1454.06 ms [2021-10-06 16:40:03 main:581] : INFO : Epoch 1971 | loss: 0.0312437 | val_loss: 0.0312418 | Time: 1462.02 ms [2021-10-06 16:40:04 main:581] : INFO : Epoch 1972 | loss: 0.0312442 | val_loss: 0.0312426 | Time: 1463.03 ms [2021-10-06 16:40:06 main:581] : INFO : Epoch 1973 | loss: 0.0312437 | val_loss: 0.031242 | Time: 1439.99 ms [2021-10-06 16:40:07 main:581] : INFO : Epoch 1974 | loss: 0.0312436 | val_loss: 0.0312418 | Time: 1431.95 ms [2021-10-06 16:40:08 main:581] : INFO : Epoch 1975 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 1462.92 ms [2021-10-06 16:40:10 main:581] : INFO : Epoch 1976 | loss: 0.0312435 | val_loss: 0.0312413 | Time: 1456.02 ms [2021-10-06 16:40:11 main:581] : INFO : Epoch 1977 | loss: 0.0312433 | val_loss: 0.0312411 | Time: 1473.63 ms [2021-10-06 16:40:13 main:581] : INFO : Epoch 1978 | loss: 0.0312436 | val_loss: 0.0312413 | Time: 1456.53 ms [2021-10-06 16:40:14 main:581] : INFO : Epoch 1979 | loss: 0.0312433 | val_loss: 0.0312416 | Time: 1489.81 ms [2021-10-06 16:40:16 main:581] : INFO : Epoch 1980 | loss: 0.0312441 | val_loss: 0.0312422 | Time: 1478.6 ms [2021-10-06 16:40:17 main:581] : INFO : Epoch 1981 | loss: 0.031244 | val_loss: 0.0312417 | Time: 1491.13 ms [2021-10-06 16:40:19 main:581] : INFO : Epoch 1982 | loss: 0.0312443 | val_loss: 0.0312419 | Time: 1468.66 ms [2021-10-06 16:40:20 main:581] : INFO : Epoch 1983 | loss: 0.0312436 | val_loss: 0.0312417 | Time: 1468.52 ms [2021-10-06 16:40:22 main:581] : INFO : Epoch 1984 | loss: 0.031244 | val_loss: 0.0312434 | Time: 1451.05 ms [2021-10-06 16:40:23 main:581] : INFO : Epoch 1985 | loss: 0.031245 | val_loss: 0.0312433 | Time: 1470.76 ms [2021-10-06 16:40:25 main:581] : INFO : Epoch 1986 | loss: 0.0312442 | val_loss: 0.0312436 | Time: 1472.08 ms [2021-10-06 16:40:26 main:581] : INFO : Epoch 1987 | loss: 0.0312439 | val_loss: 0.0312419 | Time: 1475.56 ms [2021-10-06 16:40:28 main:581] : INFO : Epoch 1988 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 1483.11 ms [2021-10-06 16:40:29 main:581] : INFO : Epoch 1989 | loss: 0.0312446 | val_loss: 0.0312464 | Time: 1437.82 ms [2021-10-06 16:40:31 main:581] : INFO : Epoch 1990 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1487.12 ms [2021-10-06 16:40:32 main:581] : INFO : Epoch 1991 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1477.3 ms [2021-10-06 16:40:33 main:581] : INFO : Epoch 1992 | loss: 0.031253 | val_loss: 0.0312521 | Time: 1467.97 ms [2021-10-06 16:40:35 main:581] : INFO : Epoch 1993 | loss: 0.0312472 | val_loss: 0.0312447 | Time: 1462.17 ms [2021-10-06 16:40:36 main:581] : INFO : Epoch 1994 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1441.13 ms [2021-10-06 16:40:38 main:581] : INFO : Epoch 1995 | loss: 0.0312454 | val_loss: 0.0312492 | Time: 1467.96 ms [2021-10-06 16:40:39 main:581] : INFO : Epoch 1996 | loss: 0.0312493 | val_loss: 0.0312442 | Time: 1471.15 ms [2021-10-06 16:40:41 main:581] : INFO : Epoch 1997 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 1456.75 ms [2021-10-06 16:40:42 main:581] : INFO : Epoch 1998 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 1482.55 ms [2021-10-06 16:40:44 main:581] : INFO : Epoch 1999 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 1483.07 ms [2021-10-06 16:40:45 main:581] : INFO : Epoch 2000 | loss: 0.0312418 | val_loss: 0.0312471 | Time: 1463.16 ms [2021-10-06 16:40:47 main:581] : INFO : Epoch 2001 | loss: 0.0312442 | val_loss: 0.0312518 | Time: 1467.56 ms [2021-10-06 16:40:48 main:581] : INFO : Epoch 2002 | loss: 0.0312457 | val_loss: 0.0312417 | Time: 1477.04 ms [2021-10-06 16:40:50 main:581] : INFO : Epoch 2003 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 1461.2 ms [2021-10-06 16:40:51 main:581] : INFO : Epoch 2004 | loss: 0.0312449 | val_loss: 0.0312415 | Time: 1471.46 ms [2021-10-06 16:40:53 main:581] : INFO : Epoch 2005 | loss: 0.0312407 | val_loss: 0.0312422 | Time: 1478.75 ms [2021-10-06 16:40:54 main:581] : INFO : Epoch 2006 | loss: 0.0312405 | val_loss: 0.031242 | Time: 1460.08 ms [2021-10-06 16:40:56 main:581] : INFO : Epoch 2007 | loss: 0.031241 | val_loss: 0.0312413 | Time: 1485.41 ms [2021-10-06 16:40:57 main:581] : INFO : Epoch 2008 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 1491.85 ms [2021-10-06 16:40:59 main:581] : INFO : Epoch 2009 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 1518.35 ms [2021-10-06 16:41:00 main:581] : INFO : Epoch 2010 | loss: 0.0312403 | val_loss: 0.0312444 | Time: 1468.98 ms [2021-10-06 16:41:01 main:581] : INFO : Epoch 2011 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 1461.1 ms [2021-10-06 16:41:03 main:581] : INFO : Epoch 2012 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 1462.13 ms [2021-10-06 16:41:04 main:581] : INFO : Epoch 2013 | loss: 0.031241 | val_loss: 0.0312418 | Time: 1493.24 ms [2021-10-06 16:41:06 main:581] : INFO : Epoch 2014 | loss: 0.0312413 | val_loss: 0.0312409 | Time: 1500.98 ms [2021-10-06 16:41:07 main:581] : INFO : Epoch 2015 | loss: 0.0312434 | val_loss: 0.0312462 | Time: 1475.39 ms [2021-10-06 16:41:09 main:581] : INFO : Epoch 2016 | loss: 0.031242 | val_loss: 0.0312406 | Time: 1463.24 ms [2021-10-06 16:41:10 main:581] : INFO : Epoch 2017 | loss: 0.0312408 | val_loss: 0.0312424 | Time: 1462.38 ms [2021-10-06 16:41:12 main:581] : INFO : Epoch 2018 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 1462.93 ms [2021-10-06 16:41:13 main:581] : INFO : Epoch 2019 | loss: 0.0312393 | val_loss: 0.0312408 | Time: 1447.02 ms [2021-10-06 16:41:15 main:581] : INFO : Epoch 2020 | loss: 0.0312408 | val_loss: 0.0312442 | Time: 1460.94 ms [2021-10-06 16:41:16 main:581] : INFO : Epoch 2021 | loss: 0.0312406 | val_loss: 0.0312409 | Time: 1454.09 ms [2021-10-06 16:41:18 main:581] : INFO : Epoch 2022 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 1449.9 ms [2021-10-06 16:41:19 main:581] : INFO : Epoch 2023 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 1453.08 ms [2021-10-06 16:41:21 main:581] : INFO : Epoch 2024 | loss: 0.0312404 | val_loss: 0.0312429 | Time: 1458.52 ms [2021-10-06 16:41:22 main:581] : INFO : Epoch 2025 | loss: 0.0312398 | val_loss: 0.0312425 | Time: 1493.59 ms [2021-10-06 16:41:23 main:581] : INFO : Epoch 2026 | loss: 0.0312393 | val_loss: 0.0312406 | Time: 1469.73 ms [2021-10-06 16:41:25 main:581] : INFO : Epoch 2027 | loss: 0.0312393 | val_loss: 0.0312459 | Time: 1479.7 ms [2021-10-06 16:41:26 main:581] : INFO : Epoch 2028 | loss: 0.0312433 | val_loss: 0.0312412 | Time: 1494.62 ms [2021-10-06 16:41:28 main:581] : INFO : Epoch 2029 | loss: 0.0312414 | val_loss: 0.0312476 | Time: 1473.37 ms [2021-10-06 16:41:29 main:581] : INFO : Epoch 2030 | loss: 0.0312433 | val_loss: 0.0312407 | Time: 1499.74 ms [2021-10-06 16:41:31 main:581] : INFO : Epoch 2031 | loss: 0.0312405 | val_loss: 0.0312421 | Time: 1461.05 ms [2021-10-06 16:41:32 main:581] : INFO : Epoch 2032 | loss: 0.0312404 | val_loss: 0.0312447 | Time: 1449.13 ms [2021-10-06 16:41:34 main:581] : INFO : Epoch 2033 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 1451.6 ms [2021-10-06 16:41:35 main:581] : INFO : Epoch 2034 | loss: 0.0312401 | val_loss: 0.0312416 | Time: 1453.38 ms [2021-10-06 16:41:37 main:581] : INFO : Epoch 2035 | loss: 0.0312407 | val_loss: 0.0312426 | Time: 1465.61 ms [2021-10-06 16:41:38 main:581] : INFO : Epoch 2036 | loss: 0.0312397 | val_loss: 0.0312416 | Time: 1454.01 ms [2021-10-06 16:41:40 main:581] : INFO : Epoch 2037 | loss: 0.0312404 | val_loss: 0.0312414 | Time: 1453.58 ms [2021-10-06 16:41:41 main:581] : INFO : Epoch 2038 | loss: 0.0312397 | val_loss: 0.0312423 | Time: 1472.58 ms [2021-10-06 16:41:43 main:581] : INFO : Epoch 2039 | loss: 0.0312394 | val_loss: 0.0312419 | Time: 1451.4 ms [2021-10-06 16:41:44 main:581] : INFO : Epoch 2040 | loss: 0.0312399 | val_loss: 0.0312464 | Time: 1461.25 ms [2021-10-06 16:41:45 main:581] : INFO : Epoch 2041 | loss: 0.0312408 | val_loss: 0.0312427 | Time: 1457.46 ms [2021-10-06 16:41:47 main:581] : INFO : Epoch 2042 | loss: 0.0312394 | val_loss: 0.0312421 | Time: 1461.32 ms [2021-10-06 16:41:48 main:581] : INFO : Epoch 2043 | loss: 0.0312398 | val_loss: 0.0312416 | Time: 1465.29 ms [2021-10-06 16:41:50 main:581] : INFO : Epoch 2044 | loss: 0.0312396 | val_loss: 0.0312409 | Time: 1479.86 ms [2021-10-06 16:41:51 main:581] : INFO : Epoch 2045 | loss: 0.0312391 | val_loss: 0.0312411 | Time: 1467.39 ms [2021-10-06 16:41:53 main:581] : INFO : Epoch 2046 | loss: 0.0312409 | val_loss: 0.0312422 | Time: 1461.61 ms [2021-10-06 16:41:54 main:581] : INFO : Epoch 2047 | loss: 0.0312413 | val_loss: 0.031245 | Time: 1463.81 ms [2021-10-06 16:41:56 main:581] : INFO : Epoch 2048 | loss: 0.0312407 | val_loss: 0.0312418 | Time: 1451.9 ms [2021-10-06 16:41:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312418 [2021-10-06 16:41:56 main:610] : INFO : Saving end state to config to file [2021-10-06 16:41:56 main:615] : INFO : Success, exiting.. 16:41:56 (4171905): 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)