Task 7615700
| Name | ParityModified-1631731374-3410-2_0 |
| Workunit | 5269918 |
| Created | 26 Sep 2021, 22:44:01 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 7:04:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 53 min 1 sec |
| CPU time | 52 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311404 | val_loss: 0.0311592 | Time: 1442.8 ms
[2021-10-04 08:51:50 main:581] : INFO : Epoch 1539 | loss: 0.031139 | val_loss: 0.0311533 | Time: 1438.72 ms
[2021-10-04 08:51:51 main:581] : INFO : Epoch 1540 | loss: 0.0311382 | val_loss: 0.031158 | Time: 1446.87 ms
[2021-10-04 08:51:53 main:581] : INFO : Epoch 1541 | loss: 0.0311408 | val_loss: 0.0311594 | Time: 1442.5 ms
[2021-10-04 08:51:54 main:581] : INFO : Epoch 1542 | loss: 0.031139 | val_loss: 0.031157 | Time: 1440.73 ms
[2021-10-04 08:51:55 main:581] : INFO : Epoch 1543 | loss: 0.031145 | val_loss: 0.0311586 | Time: 1439.73 ms
[2021-10-04 08:51:57 main:581] : INFO : Epoch 1544 | loss: 0.0311477 | val_loss: 0.0311571 | Time: 1441.81 ms
[2021-10-04 08:51:58 main:581] : INFO : Epoch 1545 | loss: 0.0311439 | val_loss: 0.0311568 | Time: 1433.46 ms
[2021-10-04 08:52:00 main:581] : INFO : Epoch 1546 | loss: 0.0311411 | val_loss: 0.0311576 | Time: 1442.01 ms
[2021-10-04 08:52:01 main:581] : INFO : Epoch 1547 | loss: 0.0311417 | val_loss: 0.0311595 | Time: 1467.34 ms
[2021-10-04 08:52:03 main:581] : INFO : Epoch 1548 | loss: 0.0311416 | val_loss: 0.0311552 | Time: 1437.11 ms
[2021-10-04 08:52:04 main:581] : INFO : Epoch 1549 | loss: 0.0311394 | val_loss: 0.0311552 | Time: 1448.11 ms
[2021-10-04 08:52:06 main:581] : INFO : Epoch 1550 | loss: 0.0311389 | val_loss: 0.0311547 | Time: 1454.05 ms
[2021-10-04 08:52:07 main:581] : INFO : Epoch 1551 | loss: 0.0311419 | val_loss: 0.0311559 | Time: 1427.23 ms
[2021-10-04 08:52:08 main:581] : INFO : Epoch 1552 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 1427.26 ms
[2021-10-04 08:52:10 main:581] : INFO : Epoch 1553 | loss: 0.0311441 | val_loss: 0.0311588 | Time: 1436.47 ms
[2021-10-04 08:52:11 main:581] : INFO : Epoch 1554 | loss: 0.0311442 | val_loss: 0.0311583 | Time: 1443.17 ms
[2021-10-04 08:52:13 main:581] : INFO : Epoch 1555 | loss: 0.031147 | val_loss: 0.0311572 | Time: 1442.84 ms
[2021-10-04 08:52:14 main:581] : INFO : Epoch 1556 | loss: 0.0311466 | val_loss: 0.031162 | Time: 1436.31 ms
[2021-10-04 08:52:16 main:581] : INFO : Epoch 1557 | loss: 0.0311469 | val_loss: 0.0311571 | Time: 1490.98 ms
[2021-10-04 08:52:17 main:581] : INFO : Epoch 1558 | loss: 0.0311479 | val_loss: 0.0311578 | Time: 1444.35 ms
[2021-10-04 08:52:19 main:581] : INFO : Epoch 1559 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 1606.15 ms
[2021-10-04 08:52:20 main:581] : INFO : Epoch 1560 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 1441.48 ms
[2021-10-04 08:52:22 main:581] : INFO : Epoch 1561 | loss: 0.0311449 | val_loss: 0.0311597 | Time: 1431.46 ms
[2021-10-04 08:52:23 main:581] : INFO : Epoch 1562 | loss: 0.0311432 | val_loss: 0.0311578 | Time: 1459.54 ms
[2021-10-04 08:52:24 main:581] : INFO : Epoch 1563 | loss: 0.0311431 | val_loss: 0.0311568 | Time: 1428.07 ms
[2021-10-04 08:52:26 main:581] : INFO : Epoch 1564 | loss: 0.0311427 | val_loss: 0.0311656 | Time: 1433.68 ms
[2021-10-04 08:52:27 main:581] : INFO : Epoch 1565 | loss: 0.0311458 | val_loss: 0.031158 | Time: 1432.28 ms
[2021-10-04 08:52:29 main:581] : INFO : Epoch 1566 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 1429.63 ms
[2021-10-04 08:52:30 main:581] : INFO : Epoch 1567 | loss: 0.0311459 | val_loss: 0.0311624 | Time: 1428.24 ms
[2021-10-04 08:52:32 main:581] : INFO : Epoch 1568 | loss: 0.0311487 | val_loss: 0.0311608 | Time: 1433.85 ms
[2021-10-04 08:52:33 main:581] : INFO : Epoch 1569 | loss: 0.0311473 | val_loss: 0.031158 | Time: 1476.7 ms
[2021-10-04 08:52:35 main:581] : INFO : Epoch 1570 | loss: 0.0311468 | val_loss: 0.0311595 | Time: 1496.25 ms
[2021-10-04 08:52:36 main:581] : INFO : Epoch 1571 | loss: 0.031147 | val_loss: 0.0311603 | Time: 1441.35 ms
[2021-10-04 08:52:37 main:581] : INFO : Epoch 1572 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 1432.17 ms
[2021-10-04 08:52:39 main:581] : INFO : Epoch 1573 | loss: 0.0311435 | val_loss: 0.031156 | Time: 1436.59 ms
[2021-10-04 08:52:40 main:581] : INFO : Epoch 1574 | loss: 0.0311425 | val_loss: 0.0311559 | Time: 1447.11 ms
[2021-10-04 08:52:42 main:581] : INFO : Epoch 1575 | loss: 0.0311461 | val_loss: 0.0311588 | Time: 1485.32 ms
[2021-10-04 08:52:43 main:581] : INFO : Epoch 1576 | loss: 0.0311487 | val_loss: 0.031157 | Time: 1455.78 ms
[2021-10-04 08:52:45 main:581] : INFO : Epoch 1577 | loss: 0.0311458 | val_loss: 0.0311564 | Time: 1457.78 ms
[2021-10-04 08:52:46 main:581] : INFO : Epoch 1578 | loss: 0.0311456 | val_loss: 0.0311562 | Time: 1454.07 ms
[2021-10-04 08:52:48 main:581] : INFO : Epoch 1579 | loss: 0.0311446 | val_loss: 0.0311566 | Time: 1436.45 ms
[2021-10-04 08:52:49 main:581] : INFO : Epoch 1580 | loss: 0.031144 | val_loss: 0.0311544 | Time: 1437.39 ms
[2021-10-04 08:52:51 main:581] : INFO : Epoch 1581 | loss: 0.0311428 | val_loss: 0.0311543 | Time: 1438.12 ms
[2021-10-04 08:52:52 main:581] : INFO : Epoch 1582 | loss: 0.0311429 | val_loss: 0.0311564 | Time: 1437.02 ms
[2021-10-04 08:52:53 main:581] : INFO : Epoch 1583 | loss: 0.0311454 | val_loss: 0.0311612 | Time: 1437.77 ms
[2021-10-04 08:52:55 main:581] : INFO : Epoch 1584 | loss: 0.0311456 | val_loss: 0.0311578 | Time: 1438.36 ms
[2021-10-04 08:52:56 main:581] : INFO : Epoch 1585 | loss: 0.0311451 | val_loss: 0.0311566 | Time: 1443.36 ms
[2021-10-04 08:52:58 main:581] : INFO : Epoch 1586 | loss: 0.031144 | val_loss: 0.0311542 | Time: 1443.18 ms
[2021-10-04 08:52:59 main:581] : INFO : Epoch 1587 | loss: 0.0311434 | val_loss: 0.0311555 | Time: 1436.24 ms
[2021-10-04 08:53:01 main:581] : INFO : Epoch 1588 | loss: 0.0311436 | val_loss: 0.0311575 | Time: 1433.14 ms
[2021-10-04 08:53:02 main:581] : INFO : Epoch 1589 | loss: 0.031141 | val_loss: 0.0311545 | Time: 1460.25 ms
[2021-10-04 08:53:04 main:581] : INFO : Epoch 1590 | loss: 0.0311402 | val_loss: 0.0311545 | Time: 1442.7 ms
[2021-10-04 08:53:05 main:581] : INFO : Epoch 1591 | loss: 0.0311402 | val_loss: 0.0311533 | Time: 1450.05 ms
[2021-10-04 08:53:06 main:581] : INFO : Epoch 1592 | loss: 0.0311397 | val_loss: 0.0311528 | Time: 1443.16 ms
[2021-10-04 08:53:08 main:581] : INFO : Epoch 1593 | loss: 0.0311445 | val_loss: 0.0311567 | Time: 1430.28 ms
[2021-10-04 08:53:09 main:581] : INFO : Epoch 1594 | loss: 0.0311427 | val_loss: 0.031152 | Time: 1432.28 ms
[2021-10-04 08:53:11 main:581] : INFO : Epoch 1595 | loss: 0.0311419 | val_loss: 0.0311536 | Time: 1441.52 ms
[2021-10-04 08:53:12 main:581] : INFO : Epoch 1596 | loss: 0.0311425 | val_loss: 0.0311533 | Time: 1453.9 ms
[2021-10-04 08:53:14 main:581] : INFO : Epoch 1597 | loss: 0.0311411 | val_loss: 0.0311554 | Time: 1456.15 ms
[2021-10-04 08:53:15 main:581] : INFO : Epoch 1598 | loss: 0.0311433 | val_loss: 0.031154 | Time: 1450.38 ms
[2021-10-04 08:53:17 main:581] : INFO : Epoch 1599 | loss: 0.0311417 | val_loss: 0.0311528 | Time: 1460.26 ms
[2021-10-04 08:53:18 main:581] : INFO : Epoch 1600 | loss: 0.03114 | val_loss: 0.0311555 | Time: 1449.15 ms
[2021-10-04 08:53:19 main:581] : INFO : Epoch 1601 | loss: 0.0311402 | val_loss: 0.0311532 | Time: 1437.86 ms
[2021-10-04 08:53:21 main:581] : INFO : Epoch 1602 | loss: 0.0311396 | val_loss: 0.0311506 | Time: 1443.68 ms
[2021-10-04 08:53:22 main:581] : INFO : Epoch 1603 | loss: 0.0311434 | val_loss: 0.0311539 | Time: 1442.56 ms
[2021-10-04 08:53:24 main:581] : INFO : Epoch 1604 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 1437.91 ms
[2021-10-04 08:53:25 main:581] : INFO : Epoch 1605 | loss: 0.0311394 | val_loss: 0.0311581 | Time: 1437.47 ms
[2021-10-04 08:53:27 main:581] : INFO : Epoch 1606 | loss: 0.0311387 | val_loss: 0.0311521 | Time: 1458.1 ms
[2021-10-04 08:53:28 main:581] : INFO : Epoch 1607 | loss: 0.0311393 | val_loss: 0.0311543 | Time: 1436.73 ms
[2021-10-04 08:53:30 main:581] : INFO : Epoch 1608 | loss: 0.0311442 | val_loss: 0.0311513 | Time: 1455.66 ms
[2021-10-04 08:53:31 main:581] : INFO : Epoch 1609 | loss: 0.0311391 | val_loss: 0.0311533 | Time: 1480.81 ms
[2021-10-04 08:53:33 main:581] : INFO : Epoch 1610 | loss: 0.0311403 | val_loss: 0.0311555 | Time: 1464 ms
[2021-10-04 08:53:34 main:581] : INFO : Epoch 1611 | loss: 0.0311411 | val_loss: 0.0311572 | Time: 1448.9 ms
[2021-10-04 08:53:35 main:581] : INFO : Epoch 1612 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 1439.98 ms
[2021-10-04 08:53:37 main:581] : INFO : Epoch 1613 | loss: 0.0311387 | val_loss: 0.0311523 | Time: 1465.8 ms
[2021-10-04 08:53:38 main:581] : INFO : Epoch 1614 | loss: 0.0311405 | val_loss: 0.031154 | Time: 1422.4 ms
[2021-10-04 08:53:40 main:581] : INFO : Epoch 1615 | loss: 0.0311392 | val_loss: 0.0311547 | Time: 1427.05 ms
[2021-10-04 08:53:41 main:581] : INFO : Epoch 1616 | loss: 0.0311383 | val_loss: 0.0311558 | Time: 1426.65 ms
[2021-10-04 08:53:43 main:581] : INFO : Epoch 1617 | loss: 0.0311378 | val_loss: 0.0311541 | Time: 1429.25 ms
[2021-10-04 08:53:44 main:581] : INFO : Epoch 1618 | loss: 0.0311394 | val_loss: 0.0311529 | Time: 1428.92 ms
[2021-10-04 08:53:45 main:581] : INFO : Epoch 1619 | loss: 0.0311393 | val_loss: 0.0311537 | Time: 1437.87 ms
[2021-10-04 08:53:47 main:581] : INFO : Epoch 1620 | loss: 0.0311373 | val_loss: 0.0311517 | Time: 1446.95 ms
[2021-10-04 08:53:48 main:581] : INFO : Epoch 1621 | loss: 0.0311379 | val_loss: 0.0311557 | Time: 1444.84 ms
[2021-10-04 08:53:50 main:581] : INFO : Epoch 1622 | loss: 0.0311389 | val_loss: 0.0311556 | Time: 1428.7 ms
[2021-10-04 08:53:51 main:581] : INFO : Epoch 1623 | loss: 0.0311397 | val_loss: 0.0311618 | Time: 1456.28 ms
[2021-10-04 08:53:53 main:581] : INFO : Epoch 1624 | loss: 0.0311397 | val_loss: 0.0311529 | Time: 1425.1 ms
[2021-10-04 08:53:54 main:581] : INFO : Epoch 1625 | loss: 0.0311381 | val_loss: 0.0311499 | Time: 1427.25 ms
[2021-10-04 08:53:56 main:581] : INFO : Epoch 1626 | loss: 0.0311369 | val_loss: 0.0311521 | Time: 1435.25 ms
[2021-10-04 08:53:57 main:581] : INFO : Epoch 1627 | loss: 0.0311371 | val_loss: 0.0311539 | Time: 1430.79 ms
[2021-10-04 08:53:58 main:581] : INFO : Epoch 1628 | loss: 0.0311357 | val_loss: 0.0311527 | Time: 1431.2 ms
[2021-10-04 08:54:00 main:581] : INFO : Epoch 1629 | loss: 0.0311356 | val_loss: 0.0311513 | Time: 1454.91 ms
[2021-10-04 08:54:01 main:581] : INFO : Epoch 1630 | loss: 0.0311352 | val_loss: 0.0311535 | Time: 1450.62 ms
[2021-10-04 08:54:03 main:581] : INFO : Epoch 1631 | loss: 0.0311365 | val_loss: 0.0311538 | Time: 1571.12 ms
[2021-10-04 08:54:04 main:581] : INFO : Epoch 1632 | loss: 0.0311349 | val_loss: 0.0311529 | Time: 1447.76 ms
[2021-10-04 08:54:06 main:581] : INFO : Epoch 1633 | loss: 0.0311351 | val_loss: 0.0311545 | Time: 1442.06 ms
[2021-10-04 08:54:07 main:581] : INFO : Epoch 1634 | loss: 0.0311362 | val_loss: 0.0311516 | Time: 1451.07 ms
[2021-10-04 08:54:09 main:581] : INFO : Epoch 1635 | loss: 0.0311349 | val_loss: 0.0311505 | Time: 1458.2 ms
[2021-10-04 08:54:10 main:581] : INFO : Epoch 1636 | loss: 0.031134 | val_loss: 0.0311503 | Time: 1460.61 ms
[2021-10-04 08:54:12 main:581] : INFO : Epoch 1637 | loss: 0.0311343 | val_loss: 0.0311513 | Time: 1458.97 ms
[2021-10-04 08:54:13 main:581] : INFO : Epoch 1638 | loss: 0.031133 | val_loss: 0.0311521 | Time: 1443.61 ms
[2021-10-04 08:54:14 main:581] : INFO : Epoch 1639 | loss: 0.0311337 | val_loss: 0.0311519 | Time: 1440.17 ms
[2021-10-04 08:54:16 main:581] : INFO : Epoch 1640 | loss: 0.031137 | val_loss: 0.0311515 | Time: 1447.3 ms
[2021-10-04 08:54:17 main:581] : INFO : Epoch 1641 | loss: 0.0311343 | val_loss: 0.0311501 | Time: 1436.83 ms
[2021-10-04 08:54:19 main:581] : INFO : Epoch 1642 | loss: 0.0311354 | val_loss: 0.0311539 | Time: 1461.5 ms
[2021-10-04 08:54:20 main:581] : INFO : Epoch 1643 | loss: 0.0311391 | val_loss: 0.0311531 | Time: 1427.65 ms
[2021-10-04 08:54:22 main:581] : INFO : Epoch 1644 | loss: 0.0311409 | val_loss: 0.0311559 | Time: 1465.14 ms
[2021-10-04 08:54:23 main:581] : INFO : Epoch 1645 | loss: 0.0311448 | val_loss: 0.0311564 | Time: 1465.05 ms
[2021-10-04 08:54:25 main:581] : INFO : Epoch 1646 | loss: 0.0311449 | val_loss: 0.0311618 | Time: 1438.7 ms
[2021-10-04 08:54:26 main:581] : INFO : Epoch 1647 | loss: 0.0311426 | val_loss: 0.0311546 | Time: 1442.34 ms
[2021-10-04 08:54:27 main:581] : INFO : Epoch 1648 | loss: 0.0311415 | val_loss: 0.0311533 | Time: 1460.52 ms
[2021-10-04 08:54:29 main:581] : INFO : Epoch 1649 | loss: 0.0311418 | val_loss: 0.0311566 | Time: 1462.81 ms
[2021-10-04 08:54:30 main:581] : INFO : Epoch 1650 | loss: 0.0311461 | val_loss: 0.0311624 | Time: 1457.05 ms
[2021-10-04 08:54:32 main:581] : INFO : Epoch 1651 | loss: 0.0311469 | val_loss: 0.0311593 | Time: 1442.01 ms
[2021-10-04 08:54:33 main:581] : INFO : Epoch 1652 | loss: 0.0311435 | val_loss: 0.0311542 | Time: 1452.92 ms
[2021-10-04 08:54:35 main:581] : INFO : Epoch 1653 | loss: 0.0311426 | val_loss: 0.0311551 | Time: 1448.36 ms
[2021-10-04 08:54:36 main:581] : INFO : Epoch 1654 | loss: 0.0311427 | val_loss: 0.0311567 | Time: 1434.18 ms
[2021-10-04 08:54:38 main:581] : INFO : Epoch 1655 | loss: 0.0311407 | val_loss: 0.0311553 | Time: 1428.68 ms
[2021-10-04 08:54:39 main:581] : INFO : Epoch 1656 | loss: 0.031144 | val_loss: 0.0311541 | Time: 1426.28 ms
[2021-10-04 08:54:40 main:581] : INFO : Epoch 1657 | loss: 0.031141 | val_loss: 0.0311518 | Time: 1437.76 ms
[2021-10-04 08:54:42 main:581] : INFO : Epoch 1658 | loss: 0.0311429 | val_loss: 0.0311601 | Time: 1465.46 ms
[2021-10-04 08:54:43 main:581] : INFO : Epoch 1659 | loss: 0.0311438 | val_loss: 0.0311514 | Time: 1428.6 ms
[2021-10-04 08:54:45 main:581] : INFO : Epoch 1660 | loss: 0.0311419 | val_loss: 0.0311512 | Time: 1427.78 ms
[2021-10-04 08:54:46 main:581] : INFO : Epoch 1661 | loss: 0.0311419 | val_loss: 0.0311525 | Time: 1510.44 ms
[2021-10-04 08:54:48 main:581] : INFO : Epoch 1662 | loss: 0.0311425 | val_loss: 0.0311514 | Time: 1449.68 ms
[2021-10-04 08:54:49 main:581] : INFO : Epoch 1663 | loss: 0.0311424 | val_loss: 0.0311547 | Time: 1447.43 ms
[2021-10-04 08:54:51 main:581] : INFO : Epoch 1664 | loss: 0.0311411 | val_loss: 0.0311538 | Time: 1441.73 ms
[2021-10-04 08:54:52 main:581] : INFO : Epoch 1665 | loss: 0.0311397 | val_loss: 0.031155 | Time: 1439.66 ms
[2021-10-04 08:54:54 main:581] : INFO : Epoch 1666 | loss: 0.0311388 | val_loss: 0.0311516 | Time: 1462.44 ms
[2021-10-04 08:54:55 main:581] : INFO : Epoch 1667 | loss: 0.0311384 | val_loss: 0.0311508 | Time: 1440.1 ms
[2021-10-04 08:54:56 main:581] : INFO : Epoch 1668 | loss: 0.0311371 | val_loss: 0.0311509 | Time: 1463.9 ms
[2021-10-04 08:54:58 main:581] : INFO : Epoch 1669 | loss: 0.0311384 | val_loss: 0.0311516 | Time: 1491.67 ms
[2021-10-04 08:54:59 main:581] : INFO : Epoch 1670 | loss: 0.0311383 | val_loss: 0.0311508 | Time: 1462.09 ms
[2021-10-04 08:55:01 main:581] : INFO : Epoch 1671 | loss: 0.0311387 | val_loss: 0.0311529 | Time: 1443.58 ms
[2021-10-04 08:55:02 main:581] : INFO : Epoch 1672 | loss: 0.0311388 | val_loss: 0.031152 | Time: 1454.05 ms
[2021-10-04 08:55:04 main:581] : INFO : Epoch 1673 | loss: 0.0311388 | val_loss: 0.0311524 | Time: 1485.69 ms
[2021-10-04 08:55:05 main:581] : INFO : Epoch 1674 | loss: 0.0311376 | val_loss: 0.0311548 | Time: 1450.8 ms
[2021-10-04 08:55:07 main:581] : INFO : Epoch 1675 | loss: 0.0311371 | val_loss: 0.0311531 | Time: 1441.13 ms
[2021-10-04 08:55:08 main:581] : INFO : Epoch 1676 | loss: 0.0311367 | val_loss: 0.0311532 | Time: 1467.26 ms
[2021-10-04 08:55:10 main:581] : INFO : Epoch 1677 | loss: 0.031136 | val_loss: 0.0311543 | Time: 1443.38 ms
[2021-10-04 08:55:11 main:581] : INFO : Epoch 1678 | loss: 0.0311379 | val_loss: 0.0311608 | Time: 1444.43 ms
[2021-10-04 08:55:13 main:581] : INFO : Epoch 1679 | loss: 0.0311371 | val_loss: 0.031154 | Time: 1437.57 ms
[2021-10-04 08:55:14 main:581] : INFO : Epoch 1680 | loss: 0.0311359 | val_loss: 0.0311546 | Time: 1436.24 ms
[2021-10-04 08:55:15 main:581] : INFO : Epoch 1681 | loss: 0.0311394 | val_loss: 0.0311627 | Time: 1432.36 ms
[2021-10-04 08:55:17 main:581] : INFO : Epoch 1682 | loss: 0.0311432 | val_loss: 0.0311596 | Time: 1532.82 ms
[2021-10-04 08:55:18 main:581] : INFO : Epoch 1683 | loss: 0.0311387 | val_loss: 0.031156 | Time: 1590.07 ms
[2021-10-04 08:55:20 main:581] : INFO : Epoch 1684 | loss: 0.0311359 | val_loss: 0.0311549 | Time: 1440.79 ms
[2021-10-04 08:55:21 main:581] : INFO : Epoch 1685 | loss: 0.0311345 | val_loss: 0.0311572 | Time: 1420.7 ms
[2021-10-04 08:55:23 main:581] : INFO : Epoch 1686 | loss: 0.0311359 | val_loss: 0.0311519 | Time: 1426.06 ms
[2021-10-04 08:55:24 main:581] : INFO : Epoch 1687 | loss: 0.0311322 | val_loss: 0.0311521 | Time: 1425.79 ms
[2021-10-04 08:55:26 main:581] : INFO : Epoch 1688 | loss: 0.0311341 | val_loss: 0.0311502 | Time: 1459.18 ms
[2021-10-04 08:55:27 main:581] : INFO : Epoch 1689 | loss: 0.0311331 | val_loss: 0.0311513 | Time: 1548.5 ms
[2021-10-04 08:55:29 main:581] : INFO : Epoch 1690 | loss: 0.0311332 | val_loss: 0.0311533 | Time: 1540.79 ms
[2021-10-04 08:55:30 main:581] : INFO : Epoch 1691 | loss: 0.0311361 | val_loss: 0.0311583 | Time: 1587.14 ms
[2021-10-04 08:55:32 main:581] : INFO : Epoch 1692 | loss: 0.0311364 | val_loss: 0.0311514 | Time: 1469.16 ms
[2021-10-04 08:55:33 main:581] : INFO : Epoch 1693 | loss: 0.0311351 | val_loss: 0.0311534 | Time: 1427.03 ms
[2021-10-04 08:55:35 main:581] : INFO : Epoch 1694 | loss: 0.0311353 | val_loss: 0.031156 | Time: 1427.49 ms
[2021-10-04 08:55:36 main:581] : INFO : Epoch 1695 | loss: 0.0311376 | val_loss: 0.0311496 | Time: 1426.66 ms
[2021-10-04 08:55:38 main:581] : INFO : Epoch 1696 | loss: 0.031138 | val_loss: 0.0311514 | Time: 1456.62 ms
[2021-10-04 08:55:39 main:581] : INFO : Epoch 1697 | loss: 0.0311386 | val_loss: 0.0311513 | Time: 1448.71 ms
[2021-10-04 08:55:40 main:581] : INFO : Epoch 1698 | loss: 0.0311356 | val_loss: 0.0311538 | Time: 1426.48 ms
[2021-10-04 08:55:42 main:581] : INFO : Epoch 1699 | loss: 0.0311364 | val_loss: 0.0311485 | Time: 1427.61 ms
[2021-10-04 08:55:43 main:581] : INFO : Epoch 1700 | loss: 0.0311353 | val_loss: 0.0311511 | Time: 1533.21 ms
[2021-10-04 08:55:45 main:581] : INFO : Epoch 1701 | loss: 0.0311343 | val_loss: 0.0311498 | Time: 1432.18 ms
[2021-10-04 08:55:46 main:581] : INFO : Epoch 1702 | loss: 0.0311339 | val_loss: 0.0311508 | Time: 1428.46 ms
[2021-10-04 08:55:48 main:581] : INFO : Epoch 1703 | loss: 0.031134 | val_loss: 0.031148 | Time: 1443.43 ms
[2021-10-04 08:55:49 main:581] : INFO : Epoch 1704 | loss: 0.0311357 | val_loss: 0.0311597 | Time: 1427.67 ms
[2021-10-04 08:55:51 main:581] : INFO : Epoch 1705 | loss: 0.0311422 | val_loss: 0.0311605 | Time: 1449.34 ms
[2021-10-04 08:55:52 main:581] : INFO : Epoch 1706 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 1441.38 ms
[2021-10-04 08:55:54 main:581] : INFO : Epoch 1707 | loss: 0.0311515 | val_loss: 0.03116 | Time: 1604.08 ms
[2021-10-04 08:55:55 main:581] : INFO : Epoch 1708 | loss: 0.031152 | val_loss: 0.0311599 | Time: 1476.63 ms
[2021-10-04 08:55:57 main:581] : INFO : Epoch 1709 | loss: 0.0311499 | val_loss: 0.0311608 | Time: 1421.38 ms
[2021-10-04 08:55:58 main:581] : INFO : Epoch 1710 | loss: 0.03115 | val_loss: 0.0311613 | Time: 1411.24 ms
[2021-10-04 08:55:59 main:581] : INFO : Epoch 1711 | loss: 0.0311515 | val_loss: 0.0311584 | Time: 1441.2 ms
[2021-10-04 08:56:01 main:581] : INFO : Epoch 1712 | loss: 0.0311482 | val_loss: 0.0311575 | Time: 1591.02 ms
[2021-10-04 08:56:02 main:581] : INFO : Epoch 1713 | loss: 0.0311476 | val_loss: 0.0311563 | Time: 1447.01 ms
[2021-10-04 08:56:04 main:581] : INFO : Epoch 1714 | loss: 0.0311472 | val_loss: 0.0311573 | Time: 1446.29 ms
[2021-10-04 08:56:05 main:581] : INFO : Epoch 1715 | loss: 0.0311465 | val_loss: 0.0311562 | Time: 1426.93 ms
[2021-10-04 08:56:07 main:581] : INFO : Epoch 1716 | loss: 0.0311459 | val_loss: 0.0311569 | Time: 1456.22 ms
[2021-10-04 08:56:08 main:581] : INFO : Epoch 1717 | loss: 0.0311447 | val_loss: 0.0311548 | Time: 1421.3 ms
[2021-10-04 08:56:10 main:581] : INFO : Epoch 1718 | loss: 0.0311442 | val_loss: 0.031162 | Time: 1427.59 ms
[2021-10-04 08:56:11 main:581] : INFO : Epoch 1719 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 1434.58 ms
[2021-10-04 08:56:12 main:581] : INFO : Epoch 1720 | loss: 0.0311454 | val_loss: 0.0311551 | Time: 1454.64 ms
[2021-10-04 08:56:14 main:581] : INFO : Epoch 1721 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 1481.53 ms
[2021-10-04 08:56:15 main:581] : INFO : Epoch 1722 | loss: 0.0311417 | val_loss: 0.0311585 | Time: 1430.66 ms
[2021-10-04 08:56:17 main:581] : INFO : Epoch 1723 | loss: 0.0311415 | val_loss: 0.0311544 | Time: 1428.54 ms
[2021-10-04 08:56:18 main:581] : INFO : Epoch 1724 | loss: 0.0311414 | val_loss: 0.0311557 | Time: 1432.28 ms
[2021-10-04 08:56:20 main:581] : INFO : Epoch 1725 | loss: 0.0311413 | val_loss: 0.0311573 | Time: 1448.72 ms
[2021-10-04 08:56:21 main:581] : INFO : Epoch 1726 | loss: 0.0311397 | val_loss: 0.0311562 | Time: 1470.51 ms
[2021-10-04 08:56:23 main:581] : INFO : Epoch 1727 | loss: 0.0311395 | val_loss: 0.0311547 | Time: 1448.04 ms
[2021-10-04 08:56:24 main:581] : INFO : Epoch 1728 | loss: 0.0311395 | val_loss: 0.0311537 | Time: 1448.27 ms
[2021-10-04 08:56:26 main:581] : INFO : Epoch 1729 | loss: 0.0311397 | val_loss: 0.0311552 | Time: 1451.41 ms
[2021-10-04 08:56:27 main:581] : INFO : Epoch 1730 | loss: 0.0311423 | val_loss: 0.031155 | Time: 1439.83 ms
[2021-10-04 08:56:28 main:581] : INFO : Epoch 1731 | loss: 0.0311437 | val_loss: 0.031151 | Time: 1436.16 ms
[2021-10-04 08:56:30 main:581] : INFO : Epoch 1732 | loss: 0.0311417 | val_loss: 0.0311515 | Time: 1443.97 ms
[2021-10-04 08:56:31 main:581] : INFO : Epoch 1733 | loss: 0.0311391 | val_loss: 0.0311506 | Time: 1449.96 ms
[2021-10-04 08:56:33 main:581] : INFO : Epoch 1734 | loss: 0.0311386 | val_loss: 0.0311508 | Time: 1440.64 ms
[2021-10-04 08:56:34 main:581] : INFO : Epoch 1735 | loss: 0.0311372 | val_loss: 0.0311517 | Time: 1433.56 ms
[2021-10-04 08:56:36 main:581] : INFO : Epoch 1736 | loss: 0.0311366 | val_loss: 0.0311524 | Time: 1428.41 ms
[2021-10-04 08:56:37 main:581] : INFO : Epoch 1737 | loss: 0.031138 | val_loss: 0.0311534 | Time: 1426.16 ms
[2021-10-04 08:56:39 main:581] : INFO : Epoch 1738 | loss: 0.0311381 | val_loss: 0.0311517 | Time: 1554.37 ms
[2021-10-04 08:56:40 main:581] : INFO : Epoch 1739 | loss: 0.0311402 | val_loss: 0.0311572 | Time: 1421.83 ms
[2021-10-04 08:56:41 main:581] : INFO : Epoch 1740 | loss: 0.0311381 | val_loss: 0.0311513 | Time: 1434.33 ms
[2021-10-04 08:56:43 main:581] : INFO : Epoch 1741 | loss: 0.0311364 | val_loss: 0.0311527 | Time: 1451.66 ms
[2021-10-04 08:56:44 main:581] : INFO : Epoch 1742 | loss: 0.0311357 | val_loss: 0.0311542 | Time: 1437.93 ms
[2021-10-04 08:56:46 main:581] : INFO : Epoch 1743 | loss: 0.0311376 | val_loss: 0.0311492 | Time: 1438.2 ms
[2021-10-04 08:56:47 main:581] : INFO : Epoch 1744 | loss: 0.0311366 | val_loss: 0.031152 | Time: 1439.11 ms
[2021-10-04 08:56:49 main:581] : INFO : Epoch 1745 | loss: 0.0311361 | val_loss: 0.0311496 | Time: 1450.67 ms
[2021-10-04 08:56:50 main:581] : INFO : Epoch 1746 | loss: 0.0311351 | val_loss: 0.0311532 | Time: 1449.27 ms
[2021-10-04 08:56:52 main:581] : INFO : Epoch 1747 | loss: 0.0311343 | val_loss: 0.0311516 | Time: 1451.05 ms
[2021-10-04 08:56:53 main:581] : INFO : Epoch 1748 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 1453.01 ms
[2021-10-04 08:56:54 main:581] : INFO : Epoch 1749 | loss: 0.0311331 | val_loss: 0.0311506 | Time: 1443.36 ms
[2021-10-04 08:56:56 main:581] : INFO : Epoch 1750 | loss: 0.0311329 | val_loss: 0.0311502 | Time: 1433.04 ms
[2021-10-04 08:56:57 main:581] : INFO : Epoch 1751 | loss: 0.0311332 | val_loss: 0.0311499 | Time: 1429.88 ms
[2021-10-04 08:56:59 main:581] : INFO : Epoch 1752 | loss: 0.0311357 | val_loss: 0.0311486 | Time: 1427.47 ms
[2021-10-04 08:57:00 main:581] : INFO : Epoch 1753 | loss: 0.0311355 | val_loss: 0.0311517 | Time: 1434 ms
[2021-10-04 08:57:02 main:581] : INFO : Epoch 1754 | loss: 0.0311367 | val_loss: 0.0311476 | Time: 1432.1 ms
[2021-10-04 08:57:03 main:581] : INFO : Epoch 1755 | loss: 0.0311355 | val_loss: 0.0311471 | Time: 1438.93 ms
[2021-10-04 08:57:04 main:581] : INFO : Epoch 1756 | loss: 0.0311451 | val_loss: 0.0311663 | Time: 1426.04 ms
[2021-10-04 08:57:06 main:581] : INFO : Epoch 1757 | loss: 0.0311569 | val_loss: 0.031168 | Time: 1455.47 ms
[2021-10-04 08:57:07 main:581] : INFO : Epoch 1758 | loss: 0.0311542 | val_loss: 0.0311667 | Time: 1423.9 ms
[2021-10-04 08:57:09 main:581] : INFO : Epoch 1759 | loss: 0.0311514 | val_loss: 0.0311578 | Time: 1431.96 ms
[2021-10-04 08:57:10 main:581] : INFO : Epoch 1760 | loss: 0.0311479 | val_loss: 0.0311542 | Time: 1478.21 ms
[2021-10-04 08:57:12 main:581] : INFO : Epoch 1761 | loss: 0.031149 | val_loss: 0.0311661 | Time: 1421.35 ms
[2021-10-04 08:57:13 main:581] : INFO : Epoch 1762 | loss: 0.0311527 | val_loss: 0.031158 | Time: 1431.45 ms
[2021-10-04 08:57:15 main:581] : INFO : Epoch 1763 | loss: 0.0311517 | val_loss: 0.0311564 | Time: 1434.17 ms
[2021-10-04 08:57:16 main:581] : INFO : Epoch 1764 | loss: 0.0311485 | val_loss: 0.0311531 | Time: 1436.75 ms
[2021-10-04 08:57:17 main:581] : INFO : Epoch 1765 | loss: 0.0311447 | val_loss: 0.0311559 | Time: 1435.58 ms
[2021-10-04 08:57:19 main:581] : INFO : Epoch 1766 | loss: 0.0311453 | val_loss: 0.031155 | Time: 1438.57 ms
[2021-10-04 08:57:20 main:581] : INFO : Epoch 1767 | loss: 0.0311434 | val_loss: 0.0311597 | Time: 1463.47 ms
[2021-10-04 08:57:22 main:581] : INFO : Epoch 1768 | loss: 0.0311414 | val_loss: 0.0311557 | Time: 1448.71 ms
[2021-10-04 08:57:23 main:581] : INFO : Epoch 1769 | loss: 0.0311421 | val_loss: 0.0311553 | Time: 1447.7 ms
[2021-10-04 08:57:25 main:581] : INFO : Epoch 1770 | loss: 0.0311411 | val_loss: 0.0311531 | Time: 1446.71 ms
[2021-10-04 08:57:26 main:581] : INFO : Epoch 1771 | loss: 0.0311419 | val_loss: 0.0311538 | Time: 1444.21 ms
[2021-10-04 08:57:28 main:581] : INFO : Epoch 1772 | loss: 0.0311428 | val_loss: 0.0311559 | Time: 1447.39 ms
[2021-10-04 08:57:29 main:581] : INFO : Epoch 1773 | loss: 0.031143 | val_loss: 0.0311605 | Time: 1437.94 ms
[2021-10-04 08:57:30 main:581] : INFO : Epoch 1774 | loss: 0.0311442 | val_loss: 0.0311601 | Time: 1436.37 ms
[2021-10-04 08:57:32 main:581] : INFO : Epoch 1775 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 1439.6 ms
[2021-10-04 08:57:33 main:581] : INFO : Epoch 1776 | loss: 0.0311409 | val_loss: 0.0311573 | Time: 1439.36 ms
[2021-10-04 08:57:35 main:581] : INFO : Epoch 1777 | loss: 0.0311456 | val_loss: 0.0311595 | Time: 1437.16 ms
[2021-10-04 08:57:36 main:581] : INFO : Epoch 1778 | loss: 0.0311487 | val_loss: 0.0311557 | Time: 1440.55 ms
[2021-10-04 08:57:38 main:581] : INFO : Epoch 1779 | loss: 0.0311507 | val_loss: 0.0311549 | Time: 1436.5 ms
[2021-10-04 08:57:39 main:581] : INFO : Epoch 1780 | loss: 0.0311477 | val_loss: 0.0311568 | Time: 1437.35 ms
[2021-10-04 08:57:41 main:581] : INFO : Epoch 1781 | loss: 0.0311457 | val_loss: 0.0311602 | Time: 1434.7 ms
[2021-10-04 08:57:42 main:581] : INFO : Epoch 1782 | loss: 0.0311433 | val_loss: 0.0311574 | Time: 1440.43 ms
[2021-10-04 08:57:43 main:581] : INFO : Epoch 1783 | loss: 0.0311408 | val_loss: 0.031155 | Time: 1436.33 ms
[2021-10-04 08:57:45 main:581] : INFO : Epoch 1784 | loss: 0.0311401 | val_loss: 0.0311542 | Time: 1441.94 ms
[2021-10-04 08:57:46 main:581] : INFO : Epoch 1785 | loss: 0.031141 | val_loss: 0.0311496 | Time: 1450.19 ms
[2021-10-04 08:57:48 main:581] : INFO : Epoch 1786 | loss: 0.0311392 | val_loss: 0.0311517 | Time: 1440.18 ms
[2021-10-04 08:57:49 main:581] : INFO : Epoch 1787 | loss: 0.0311382 | val_loss: 0.0311518 | Time: 1438.38 ms
[2021-10-04 08:57:51 main:581] : INFO : Epoch 1788 | loss: 0.0311386 | val_loss: 0.0311553 | Time: 1442.21 ms
[2021-10-04 08:57:52 main:581] : INFO : Epoch 1789 | loss: 0.0311389 | val_loss: 0.0311554 | Time: 1440.97 ms
[2021-10-04 08:57:54 main:581] : INFO : Epoch 1790 | loss: 0.0311404 | val_loss: 0.0311545 | Time: 1452.23 ms
[2021-10-04 08:57:55 main:581] : INFO : Epoch 1791 | loss: 0.0311389 | val_loss: 0.0311513 | Time: 1446.62 ms
[2021-10-04 08:57:56 main:581] : INFO : Epoch 1792 | loss: 0.0311389 | val_loss: 0.0311514 | Time: 1454.62 ms
[2021-10-04 08:57:58 main:581] : INFO : Epoch 1793 | loss: 0.0311372 | val_loss: 0.0311514 | Time: 1461.63 ms
[2021-10-04 08:57:59 main:581] : INFO : Epoch 1794 | loss: 0.0311406 | val_loss: 0.0311568 | Time: 1453.33 ms
[2021-10-04 08:58:01 main:581] : INFO : Epoch 1795 | loss: 0.0311497 | val_loss: 0.0311559 | Time: 1455.09 ms
[2021-10-04 08:58:02 main:581] : INFO : Epoch 1796 | loss: 0.0311487 | val_loss: 0.0311584 | Time: 1454.12 ms
[2021-10-04 08:58:04 main:581] : INFO : Epoch 1797 | loss: 0.0311481 | val_loss: 0.031158 | Time: 1471.76 ms
[2021-10-04 08:58:05 main:581] : INFO : Epoch 1798 | loss: 0.031147 | val_loss: 0.0311538 | Time: 1430.45 ms
[2021-10-04 08:58:07 main:581] : INFO : Epoch 1799 | loss: 0.0311477 | val_loss: 0.031156 | Time: 1436.89 ms
[2021-10-04 08:58:08 main:581] : INFO : Epoch 1800 | loss: 0.0311474 | val_loss: 0.0311546 | Time: 1461.25 ms
[2021-10-04 08:58:09 main:581] : INFO : Epoch 1801 | loss: 0.0311459 | val_loss: 0.0311549 | Time: 1440.47 ms
[2021-10-04 08:58:11 main:581] : INFO : Epoch 1802 | loss: 0.0311452 | val_loss: 0.0311543 | Time: 1424.83 ms
[2021-10-04 08:58:12 main:581] : INFO : Epoch 1803 | loss: 0.0311458 | val_loss: 0.0311553 | Time: 1427.6 ms
[2021-10-04 08:58:14 main:581] : INFO : Epoch 1804 | loss: 0.0311462 | val_loss: 0.0311549 | Time: 1428.34 ms
[2021-10-04 08:58:15 main:581] : INFO : Epoch 1805 | loss: 0.0311463 | val_loss: 0.0311584 | Time: 1452.65 ms
[2021-10-04 08:58:17 main:581] : INFO : Epoch 1806 | loss: 0.0311466 | val_loss: 0.0311566 | Time: 1455.81 ms
[2021-10-04 08:58:18 main:581] : INFO : Epoch 1807 | loss: 0.0311459 | val_loss: 0.0311556 | Time: 1509.95 ms
[2021-10-04 08:58:20 main:581] : INFO : Epoch 1808 | loss: 0.031146 | val_loss: 0.0311548 | Time: 1432.71 ms
[2021-10-04 08:58:21 main:581] : INFO : Epoch 1809 | loss: 0.0311478 | val_loss: 0.0311604 | Time: 1430.42 ms
[2021-10-04 08:58:22 main:581] : INFO : Epoch 1810 | loss: 0.0311528 | val_loss: 0.031156 | Time: 1434.31 ms
[2021-10-04 08:58:24 main:581] : INFO : Epoch 1811 | loss: 0.0311533 | val_loss: 0.0311565 | Time: 1439.64 ms
[2021-10-04 08:58:25 main:581] : INFO : Epoch 1812 | loss: 0.0311544 | val_loss: 0.0311585 | Time: 1451.9 ms
[2021-10-04 08:58:27 main:581] : INFO : Epoch 1813 | loss: 0.0311524 | val_loss: 0.0311574 | Time: 1439.5 ms
[2021-10-04 08:58:28 main:581] : INFO : Epoch 1814 | loss: 0.0311502 | val_loss: 0.0311588 | Time: 1452.62 ms
[2021-10-04 08:58:30 main:581] : INFO : Epoch 1815 | loss: 0.0311502 | val_loss: 0.0311583 | Time: 1445.9 ms
[2021-10-04 08:58:31 main:581] : INFO : Epoch 1816 | loss: 0.0311511 | val_loss: 0.0311567 | Time: 1439.66 ms
[2021-10-04 08:58:33 main:581] : INFO : Epoch 1817 | loss: 0.0311486 | val_loss: 0.0311561 | Time: 1436.48 ms
[2021-10-04 08:58:34 main:581] : INFO : Epoch 1818 | loss: 0.0311474 | val_loss: 0.0311541 | Time: 1432.74 ms
[2021-10-04 08:58:35 main:581] : INFO : Epoch 1819 | loss: 0.0311484 | val_loss: 0.0311549 | Time: 1434.01 ms
[2021-10-04 08:58:37 main:581] : INFO : Epoch 1820 | loss: 0.0311492 | val_loss: 0.0311571 | Time: 1430.87 ms
[2021-10-04 08:58:38 main:581] : INFO : Epoch 1821 | loss: 0.0311484 | val_loss: 0.0311554 | Time: 1469.5 ms
[2021-10-04 08:58:40 main:581] : INFO : Epoch 1822 | loss: 0.0311466 | val_loss: 0.0311556 | Time: 1438.74 ms
[2021-10-04 08:58:41 main:581] : INFO : Epoch 1823 | loss: 0.0311457 | val_loss: 0.0311539 | Time: 1408.1 ms
[2021-10-04 08:58:43 main:581] : INFO : Epoch 1824 | loss: 0.0311444 | val_loss: 0.0311533 | Time: 1437.12 ms
[2021-10-04 08:58:44 main:581] : INFO : Epoch 1825 | loss: 0.0311449 | val_loss: 0.0311507 | Time: 1458.41 ms
[2021-10-04 08:58:46 main:581] : INFO : Epoch 1826 | loss: 0.0311456 | val_loss: 0.0311582 | Time: 1497.9 ms
[2021-10-04 08:58:47 main:581] : INFO : Epoch 1827 | loss: 0.0311435 | val_loss: 0.0311504 | Time: 1450.14 ms
[2021-10-04 08:58:49 main:581] : INFO : Epoch 1828 | loss: 0.0311406 | val_loss: 0.031149 | Time: 1464.93 ms
[2021-10-04 08:58:50 main:581] : INFO : Epoch 1829 | loss: 0.0311391 | val_loss: 0.0311499 | Time: 1461.96 ms
[2021-10-04 08:58:51 main:581] : INFO : Epoch 1830 | loss: 0.0311404 | val_loss: 0.0311505 | Time: 1433.62 ms
[2021-10-04 08:58:53 main:581] : INFO : Epoch 1831 | loss: 0.031143 | val_loss: 0.0311507 | Time: 1438.99 ms
[2021-10-04 08:58:54 main:581] : INFO : Epoch 1832 | loss: 0.0311414 | val_loss: 0.0311512 | Time: 1452.75 ms
[2021-10-04 08:58:56 main:581] : INFO : Epoch 1833 | loss: 0.0311404 | val_loss: 0.0311498 | Time: 1457.77 ms
[2021-10-04 08:58:57 main:581] : INFO : Epoch 1834 | loss: 0.0311387 | val_loss: 0.0311471 | Time: 1454.78 ms
[2021-10-04 08:58:59 main:581] : INFO : Epoch 1835 | loss: 0.031138 | val_loss: 0.03115 | Time: 1444.68 ms
[2021-10-04 08:59:00 main:581] : INFO : Epoch 1836 | loss: 0.0311396 | val_loss: 0.0311488 | Time: 1462.48 ms
[2021-10-04 08:59:02 main:581] : INFO : Epoch 1837 | loss: 0.0311377 | val_loss: 0.0311503 | Time: 1435.57 ms
[2021-10-04 08:59:03 main:581] : INFO : Epoch 1838 | loss: 0.0311364 | val_loss: 0.0311485 | Time: 1436.04 ms
[2021-10-04 08:59:04 main:581] : INFO : Epoch 1839 | loss: 0.0311363 | val_loss: 0.0311492 | Time: 1471.31 ms
[2021-10-04 08:59:06 main:581] : INFO : Epoch 1840 | loss: 0.0311383 | val_loss: 0.0311604 | Time: 1437.87 ms
[2021-10-04 08:59:07 main:581] : INFO : Epoch 1841 | loss: 0.0311402 | val_loss: 0.0311555 | Time: 1436.21 ms
[2021-10-04 08:59:09 main:581] : INFO : Epoch 1842 | loss: 0.0311366 | val_loss: 0.0311527 | Time: 1434.68 ms
[2021-10-04 08:59:10 main:581] : INFO : Epoch 1843 | loss: 0.0311375 | val_loss: 0.0311488 | Time: 1438.16 ms
[2021-10-04 08:59:12 main:581] : INFO : Epoch 1844 | loss: 0.0311359 | val_loss: 0.0311511 | Time: 1453.54 ms
[2021-10-04 08:59:13 main:581] : INFO : Epoch 1845 | loss: 0.031137 | val_loss: 0.03115 | Time: 1447.48 ms
[2021-10-04 08:59:15 main:581] : INFO : Epoch 1846 | loss: 0.031137 | val_loss: 0.0311518 | Time: 1451.51 ms
[2021-10-04 08:59:16 main:581] : INFO : Epoch 1847 | loss: 0.0311373 | val_loss: 0.0311509 | Time: 1452.46 ms
[2021-10-04 08:59:17 main:581] : INFO : Epoch 1848 | loss: 0.0311364 | val_loss: 0.0311462 | Time: 1442.23 ms
[2021-10-04 08:59:19 main:581] : INFO : Epoch 1849 | loss: 0.0311363 | val_loss: 0.0311474 | Time: 1461.78 ms
[2021-10-04 08:59:20 main:581] : INFO : Epoch 1850 | loss: 0.0311357 | val_loss: 0.0311471 | Time: 1457.6 ms
[2021-10-04 08:59:22 main:581] : INFO : Epoch 1851 | loss: 0.031135 | val_loss: 0.0311477 | Time: 1427.33 ms
[2021-10-04 08:59:23 main:581] : INFO : Epoch 1852 | loss: 0.0311331 | val_loss: 0.0311466 | Time: 1436.5 ms
[2021-10-04 08:59:25 main:581] : INFO : Epoch 1853 | loss: 0.0311362 | val_loss: 0.0311545 | Time: 1444.11 ms
[2021-10-04 08:59:26 main:581] : INFO : Epoch 1854 | loss: 0.0311436 | val_loss: 0.0311531 | Time: 1447.61 ms
[2021-10-04 08:59:28 main:581] : INFO : Epoch 1855 | loss: 0.0311384 | val_loss: 0.0311482 | Time: 1432.65 ms
[2021-10-04 08:59:29 main:581] : INFO : Epoch 1856 | loss: 0.0311343 | val_loss: 0.031148 | Time: 1439.89 ms
[2021-10-04 08:59:30 main:581] : INFO : Epoch 1857 | loss: 0.0311331 | val_loss: 0.0311491 | Time: 1444.77 ms
[2021-10-04 08:59:32 main:581] : INFO : Epoch 1858 | loss: 0.0311332 | val_loss: 0.0311491 | Time: 1440.94 ms
[2021-10-04 08:59:33 main:581] : INFO : Epoch 1859 | loss: 0.0311339 | val_loss: 0.0311496 | Time: 1438.05 ms
[2021-10-04 08:59:35 main:581] : INFO : Epoch 1860 | loss: 0.0311357 | val_loss: 0.0311525 | Time: 1433.69 ms
[2021-10-04 08:59:36 main:581] : INFO : Epoch 1861 | loss: 0.0311353 | val_loss: 0.0311492 | Time: 1436.63 ms
[2021-10-04 08:59:38 main:581] : INFO : Epoch 1862 | loss: 0.0311343 | val_loss: 0.0311499 | Time: 1453.34 ms
[2021-10-04 08:59:39 main:581] : INFO : Epoch 1863 | loss: 0.0311374 | val_loss: 0.0311483 | Time: 1457.37 ms
[2021-10-04 08:59:41 main:581] : INFO : Epoch 1864 | loss: 0.0311359 | val_loss: 0.0311508 | Time: 1457.62 ms
[2021-10-04 08:59:42 main:581] : INFO : Epoch 1865 | loss: 0.031134 | val_loss: 0.03115 | Time: 1446.71 ms
[2021-10-04 08:59:43 main:581] : INFO : Epoch 1866 | loss: 0.0311332 | val_loss: 0.0311495 | Time: 1455.5 ms
[2021-10-04 08:59:45 main:581] : INFO : Epoch 1867 | loss: 0.0311373 | val_loss: 0.0311483 | Time: 1449.18 ms
[2021-10-04 08:59:46 main:581] : INFO : Epoch 1868 | loss: 0.0311371 | val_loss: 0.0311523 | Time: 1436.46 ms
[2021-10-04 08:59:48 main:581] : INFO : Epoch 1869 | loss: 0.0311355 | val_loss: 0.0311489 | Time: 1437.25 ms
[2021-10-04 08:59:49 main:581] : INFO : Epoch 1870 | loss: 0.0311351 | val_loss: 0.0311498 | Time: 1464.55 ms
[2021-10-04 08:59:51 main:581] : INFO : Epoch 1871 | loss: 0.031134 | val_loss: 0.0311491 | Time: 1435.32 ms
[2021-10-04 08:59:52 main:581] : INFO : Epoch 1872 | loss: 0.031134 | val_loss: 0.0311466 | Time: 1438.3 ms
[2021-10-04 08:59:54 main:581] : INFO : Epoch 1873 | loss: 0.0311331 | val_loss: 0.031147 | Time: 1442.71 ms
[2021-10-04 08:59:55 main:581] : INFO : Epoch 1874 | loss: 0.0311332 | val_loss: 0.0311505 | Time: 1442.26 ms
[2021-10-04 08:59:56 main:581] : INFO : Epoch 1875 | loss: 0.0311311 | val_loss: 0.0311501 | Time: 1439.55 ms
[2021-10-04 08:59:58 main:581] : INFO : Epoch 1876 | loss: 0.0311318 | val_loss: 0.0311532 | Time: 1439.74 ms
[2021-10-04 08:59:59 main:581] : INFO : Epoch 1877 | loss: 0.0311329 | val_loss: 0.0311495 | Time: 1440.92 ms
[2021-10-04 09:00:01 main:581] : INFO : Epoch 1878 | loss: 0.0311335 | val_loss: 0.0311485 | Time: 1437.93 ms
[2021-10-04 09:00:02 main:581] : INFO : Epoch 1879 | loss: 0.0311342 | val_loss: 0.0311519 | Time: 1429.52 ms
[2021-10-04 09:00:04 main:581] : INFO : Epoch 1880 | loss: 0.0311351 | val_loss: 0.0311533 | Time: 1438.56 ms
[2021-10-04 09:00:05 main:581] : INFO : Epoch 1881 | loss: 0.0311351 | val_loss: 0.031155 | Time: 1433.55 ms
[2021-10-04 09:00:07 main:581] : INFO : Epoch 1882 | loss: 0.0311341 | val_loss: 0.0311513 | Time: 1438.29 ms
[2021-10-04 09:00:08 main:581] : INFO : Epoch 1883 | loss: 0.0311343 | val_loss: 0.0311518 | Time: 1439.02 ms
[2021-10-04 09:00:09 main:581] : INFO : Epoch 1884 | loss: 0.0311423 | val_loss: 0.0311518 | Time: 1467.61 ms
[2021-10-04 09:00:11 main:581] : INFO : Epoch 1885 | loss: 0.0311423 | val_loss: 0.0311502 | Time: 1559.64 ms
[2021-10-04 09:00:13 main:581] : INFO : Epoch 1886 | loss: 0.0311404 | val_loss: 0.031154 | Time: 1559.84 ms
[2021-10-04 09:00:14 main:581] : INFO : Epoch 1887 | loss: 0.0311403 | val_loss: 0.0311527 | Time: 1558.05 ms
[2021-10-04 09:00:16 main:581] : INFO : Epoch 1888 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 1446.39 ms
[2021-10-04 09:00:17 main:581] : INFO : Epoch 1889 | loss: 0.031142 | val_loss: 0.0311541 | Time: 1437.34 ms
[2021-10-04 09:00:18 main:581] : INFO : Epoch 1890 | loss: 0.0311385 | val_loss: 0.0311495 | Time: 1446.59 ms
[2021-10-04 09:00:20 main:581] : INFO : Epoch 1891 | loss: 0.0311371 | val_loss: 0.0311505 | Time: 1439.36 ms
[2021-10-04 09:00:21 main:581] : INFO : Epoch 1892 | loss: 0.0311366 | val_loss: 0.0311483 | Time: 1465.07 ms
[2021-10-04 09:00:23 main:581] : INFO : Epoch 1893 | loss: 0.0311359 | val_loss: 0.0311495 | Time: 1426.49 ms
[2021-10-04 09:00:24 main:581] : INFO : Epoch 1894 | loss: 0.0311366 | val_loss: 0.0311503 | Time: 1442.52 ms
[2021-10-04 09:00:26 main:581] : INFO : Epoch 1895 | loss: 0.0311366 | val_loss: 0.0311524 | Time: 1435.19 ms
[2021-10-04 09:00:27 main:581] : INFO : Epoch 1896 | loss: 0.0311424 | val_loss: 0.0311598 | Time: 1461.01 ms
[2021-10-04 09:00:29 main:581] : INFO : Epoch 1897 | loss: 0.0611552 | val_loss: 0.0331395 | Time: 1457.73 ms
[2021-10-04 09:00:30 main:581] : INFO : Epoch 1898 | loss: 0.0453361 | val_loss: 0.0323238 | Time: 1443.23 ms
[2021-10-04 09:00:31 main:581] : INFO : Epoch 1899 | loss: 0.0328397 | val_loss: 0.0320422 | Time: 1449.78 ms
[2021-10-04 09:00:33 main:581] : INFO : Epoch 1900 | loss: 0.0315679 | val_loss: 0.0313498 | Time: 1434.32 ms
[2021-10-04 09:00:34 main:581] : INFO : Epoch 1901 | loss: 0.031303 | val_loss: 0.031268 | Time: 1427.99 ms
[2021-10-04 09:00:36 main:581] : INFO : Epoch 1902 | loss: 0.0312575 | val_loss: 0.0312515 | Time: 1427.98 ms
[2021-10-04 09:00:37 main:581] : INFO : Epoch 1903 | loss: 0.0312459 | val_loss: 0.0312428 | Time: 1441.05 ms
[2021-10-04 09:00:39 main:581] : INFO : Epoch 1904 | loss: 0.0312368 | val_loss: 0.0312352 | Time: 1450.74 ms
[2021-10-04 09:00:40 main:581] : INFO : Epoch 1905 | loss: 0.03123 | val_loss: 0.0312308 | Time: 1446.69 ms
[2021-10-04 09:00:42 main:581] : INFO : Epoch 1906 | loss: 0.0312251 | val_loss: 0.0312271 | Time: 1448.61 ms
[2021-10-04 09:00:43 main:581] : INFO : Epoch 1907 | loss: 0.0312212 | val_loss: 0.031224 | Time: 1448.63 ms
[2021-10-04 09:00:44 main:581] : INFO : Epoch 1908 | loss: 0.0312179 | val_loss: 0.0312202 | Time: 1448.38 ms
[2021-10-04 09:00:46 main:581] : INFO : Epoch 1909 | loss: 0.0312133 | val_loss: 0.0312163 | Time: 1440.27 ms
[2021-10-04 09:00:47 main:581] : INFO : Epoch 1910 | loss: 0.0312104 | val_loss: 0.0312127 | Time: 1441.57 ms
[2021-10-04 09:00:49 main:581] : INFO : Epoch 1911 | loss: 0.0312087 | val_loss: 0.0312103 | Time: 1467.72 ms
[2021-10-04 09:00:50 main:581] : INFO : Epoch 1912 | loss: 0.0312064 | val_loss: 0.0312102 | Time: 1458.37 ms
[2021-10-04 09:00:52 main:581] : INFO : Epoch 1913 | loss: 0.031205 | val_loss: 0.031209 | Time: 1433.8 ms
[2021-10-04 09:00:53 main:581] : INFO : Epoch 1914 | loss: 0.0312023 | val_loss: 0.031206 | Time: 1465.42 ms
[2021-10-04 09:00:55 main:581] : INFO : Epoch 1915 | loss: 0.0312008 | val_loss: 0.0312063 | Time: 1430.11 ms
[2021-10-04 09:00:56 main:581] : INFO : Epoch 1916 | loss: 0.0311994 | val_loss: 0.0312035 | Time: 1433.69 ms
[2021-10-04 09:00:57 main:581] : INFO : Epoch 1917 | loss: 0.0311975 | val_loss: 0.0312037 | Time: 1451.38 ms
[2021-10-04 09:00:59 main:581] : INFO : Epoch 1918 | loss: 0.0311965 | val_loss: 0.0311996 | Time: 1400.15 ms
[2021-10-04 09:01:00 main:581] : INFO : Epoch 1919 | loss: 0.0311951 | val_loss: 0.031199 | Time: 1468.29 ms
[2021-10-04 09:01:02 main:581] : INFO : Epoch 1920 | loss: 0.0311947 | val_loss: 0.0311958 | Time: 1507.81 ms
[2021-10-04 09:01:03 main:581] : INFO : Epoch 1921 | loss: 0.0311909 | val_loss: 0.0311929 | Time: 1453.07 ms
[2021-10-04 09:01:05 main:581] : INFO : Epoch 1922 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 1441.62 ms
[2021-10-04 09:01:06 main:581] : INFO : Epoch 1923 | loss: 0.0311882 | val_loss: 0.0311907 | Time: 1438.26 ms
[2021-10-04 09:01:08 main:581] : INFO : Epoch 1924 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 1434.89 ms
[2021-10-04 09:01:09 main:581] : INFO : Epoch 1925 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 1448.38 ms
[2021-10-04 09:01:11 main:581] : INFO : Epoch 1926 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 1479.75 ms
[2021-10-04 09:01:12 main:581] : INFO : Epoch 1927 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1449.28 ms
[2021-10-04 09:01:13 main:581] : INFO : Epoch 1928 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 1446.21 ms
[2021-10-04 09:01:15 main:581] : INFO : Epoch 1929 | loss: 0.0311846 | val_loss: 0.031188 | Time: 1437.48 ms
[2021-10-04 09:01:16 main:581] : INFO : Epoch 1930 | loss: 0.0311833 | val_loss: 0.0311888 | Time: 1426.4 ms
[2021-10-04 09:01:18 main:581] : INFO : Epoch 1931 | loss: 0.031183 | val_loss: 0.0311889 | Time: 1455.21 ms
[2021-10-04 09:01:19 main:581] : INFO : Epoch 1932 | loss: 0.0311828 | val_loss: 0.0311873 | Time: 1440.42 ms
[2021-10-04 09:01:21 main:581] : INFO : Epoch 1933 | loss: 0.0311823 | val_loss: 0.0311881 | Time: 1436.69 ms
[2021-10-04 09:01:22 main:581] : INFO : Epoch 1934 | loss: 0.031182 | val_loss: 0.0311876 | Time: 1434.03 ms
[2021-10-04 09:01:24 main:581] : INFO : Epoch 1935 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 1434.89 ms
[2021-10-04 09:01:25 main:581] : INFO : Epoch 1936 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 1432.39 ms
[2021-10-04 09:01:26 main:581] : INFO : Epoch 1937 | loss: 0.031183 | val_loss: 0.0311874 | Time: 1461.57 ms
[2021-10-04 09:01:28 main:581] : INFO : Epoch 1938 | loss: 0.0311816 | val_loss: 0.0311862 | Time: 1436.91 ms
[2021-10-04 09:01:29 main:581] : INFO : Epoch 1939 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 1453.9 ms
[2021-10-04 09:01:31 main:581] : INFO : Epoch 1940 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 1441.59 ms
[2021-10-04 09:01:32 main:581] : INFO : Epoch 1941 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 1441.95 ms
[2021-10-04 09:01:34 main:581] : INFO : Epoch 1942 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1445.43 ms
[2021-10-04 09:01:35 main:581] : INFO : Epoch 1943 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 1579.36 ms
[2021-10-04 09:01:37 main:581] : INFO : Epoch 1944 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 1439.68 ms
[2021-10-04 09:01:38 main:581] : INFO : Epoch 1945 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 1411.37 ms
[2021-10-04 09:01:39 main:581] : INFO : Epoch 1946 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 1411.17 ms
[2021-10-04 09:01:41 main:581] : INFO : Epoch 1947 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 1628.42 ms
[2021-10-04 09:01:43 main:581] : INFO : Epoch 1948 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 1445.8 ms
[2021-10-04 09:01:44 main:581] : INFO : Epoch 1949 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1443.98 ms
[2021-10-04 09:01:45 main:581] : INFO : Epoch 1950 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1481.52 ms
[2021-10-04 09:01:47 main:581] : INFO : Epoch 1951 | loss: 0.031175 | val_loss: 0.0311793 | Time: 1450.22 ms
[2021-10-04 09:01:48 main:581] : INFO : Epoch 1952 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 1442.21 ms
[2021-10-04 09:01:50 main:581] : INFO : Epoch 1953 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 1401.67 ms
[2021-10-04 09:01:51 main:581] : INFO : Epoch 1954 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 1421.7 ms
[2021-10-04 09:01:53 main:581] : INFO : Epoch 1955 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 1435.97 ms
[2021-10-04 09:01:54 main:581] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1438.26 ms
[2021-10-04 09:01:56 main:581] : INFO : Epoch 1957 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 1465.57 ms
[2021-10-04 09:01:57 main:581] : INFO : Epoch 1958 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 1432.58 ms
[2021-10-04 09:01:58 main:581] : INFO : Epoch 1959 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 1439.96 ms
[2021-10-04 09:02:00 main:581] : INFO : Epoch 1960 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 1451.65 ms
[2021-10-04 09:02:01 main:581] : INFO : Epoch 1961 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 1514.56 ms
[2021-10-04 09:02:03 main:581] : INFO : Epoch 1962 | loss: 0.0311732 | val_loss: 0.031179 | Time: 1574.48 ms
[2021-10-04 09:02:04 main:581] : INFO : Epoch 1963 | loss: 0.0311728 | val_loss: 0.0311776 | Time: 1499.41 ms
[2021-10-04 09:02:06 main:581] : INFO : Epoch 1964 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 1471.41 ms
[2021-10-04 09:02:07 main:581] : INFO : Epoch 1965 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1434.61 ms
[2021-10-04 09:02:09 main:581] : INFO : Epoch 1966 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 1437.49 ms
[2021-10-04 09:02:10 main:581] : INFO : Epoch 1967 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1424.83 ms
[2021-10-04 09:02:12 main:581] : INFO : Epoch 1968 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 1644.56 ms
[2021-10-04 09:02:13 main:581] : INFO : Epoch 1969 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1451.96 ms
[2021-10-04 09:02:15 main:581] : INFO : Epoch 1970 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 1420.06 ms
[2021-10-04 09:02:16 main:581] : INFO : Epoch 1971 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 1400.89 ms
[2021-10-04 09:02:18 main:581] : INFO : Epoch 1972 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 1444.88 ms
[2021-10-04 09:02:19 main:581] : INFO : Epoch 1973 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 1457.39 ms
[2021-10-04 09:02:21 main:581] : INFO : Epoch 1974 | loss: 0.031169 | val_loss: 0.0311761 | Time: 1433.04 ms
[2021-10-04 09:02:22 main:581] : INFO : Epoch 1975 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 1435.34 ms
[2021-10-04 09:02:23 main:581] : INFO : Epoch 1976 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 1456.46 ms
[2021-10-04 09:02:25 main:581] : INFO : Epoch 1977 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 1463.43 ms
[2021-10-04 09:02:26 main:581] : INFO : Epoch 1978 | loss: 0.031169 | val_loss: 0.0311762 | Time: 1448.34 ms
[2021-10-04 09:02:28 main:581] : INFO : Epoch 1979 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 1448.82 ms
[2021-10-04 09:02:29 main:581] : INFO : Epoch 1980 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1444.84 ms
[2021-10-04 09:02:31 main:581] : INFO : Epoch 1981 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1445.52 ms
[2021-10-04 09:02:32 main:581] : INFO : Epoch 1982 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 1603.73 ms
[2021-10-04 09:02:34 main:581] : INFO : Epoch 1983 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 1578.07 ms
[2021-10-04 09:02:35 main:581] : INFO : Epoch 1984 | loss: 0.0311687 | val_loss: 0.0311742 | Time: 1442.6 ms
[2021-10-04 09:02:37 main:581] : INFO : Epoch 1985 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 1434.64 ms
[2021-10-04 09:02:38 main:581] : INFO : Epoch 1986 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 1453.12 ms
[2021-10-04 09:02:40 main:581] : INFO : Epoch 1987 | loss: 0.0311675 | val_loss: 0.031175 | Time: 1431.17 ms
[2021-10-04 09:02:41 main:581] : INFO : Epoch 1988 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1458.8 ms
[2021-10-04 09:02:43 main:581] : INFO : Epoch 1989 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1460.38 ms
[2021-10-04 09:02:44 main:581] : INFO : Epoch 1990 | loss: 0.031171 | val_loss: 0.0311774 | Time: 1426.48 ms
[2021-10-04 09:02:45 main:581] : INFO : Epoch 1991 | loss: 0.0311687 | val_loss: 0.031173 | Time: 1438.51 ms
[2021-10-04 09:02:47 main:581] : INFO : Epoch 1992 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 1434.92 ms
[2021-10-04 09:02:48 main:581] : INFO : Epoch 1993 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1459.67 ms
[2021-10-04 09:02:50 main:581] : INFO : Epoch 1994 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 1433.21 ms
[2021-10-04 09:02:51 main:581] : INFO : Epoch 1995 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 1439.05 ms
[2021-10-04 09:02:53 main:581] : INFO : Epoch 1996 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 1498.7 ms
[2021-10-04 09:02:54 main:581] : INFO : Epoch 1997 | loss: 0.0311664 | val_loss: 0.031175 | Time: 1436.31 ms
[2021-10-04 09:02:56 main:581] : INFO : Epoch 1998 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1455.76 ms
[2021-10-04 09:02:57 main:581] : INFO : Epoch 1999 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 1449.24 ms
[2021-10-04 09:02:58 main:581] : INFO : Epoch 2000 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1467.86 ms
[2021-10-04 09:03:00 main:581] : INFO : Epoch 2001 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1433.65 ms
[2021-10-04 09:03:01 main:581] : INFO : Epoch 2002 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 1443.72 ms
[2021-10-04 09:03:03 main:581] : INFO : Epoch 2003 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 1448.46 ms
[2021-10-04 09:03:04 main:581] : INFO : Epoch 2004 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 1437.25 ms
[2021-10-04 09:03:06 main:581] : INFO : Epoch 2005 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 1446.63 ms
[2021-10-04 09:03:07 main:581] : INFO : Epoch 2006 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 1455.37 ms
[2021-10-04 09:03:09 main:581] : INFO : Epoch 2007 | loss: 0.0311714 | val_loss: 0.0311732 | Time: 1449.85 ms
[2021-10-04 09:03:10 main:581] : INFO : Epoch 2008 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1444.75 ms
[2021-10-04 09:03:11 main:581] : INFO : Epoch 2009 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 1439.56 ms
[2021-10-04 09:03:13 main:581] : INFO : Epoch 2010 | loss: 0.0311697 | val_loss: 0.0311715 | Time: 1442.28 ms
[2021-10-04 09:03:14 main:581] : INFO : Epoch 2011 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 1441.06 ms
[2021-10-04 09:03:16 main:581] : INFO : Epoch 2012 | loss: 0.0311676 | val_loss: 0.0311699 | Time: 1440.49 ms
[2021-10-04 09:03:17 main:581] : INFO : Epoch 2013 | loss: 0.031166 | val_loss: 0.03117 | Time: 1439.78 ms
[2021-10-04 09:03:19 main:581] : INFO : Epoch 2014 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 1456.64 ms
[2021-10-04 09:03:20 main:581] : INFO : Epoch 2015 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1445.75 ms
[2021-10-04 09:03:22 main:581] : INFO : Epoch 2016 | loss: 0.0311648 | val_loss: 0.0311692 | Time: 1438.17 ms
[2021-10-04 09:03:23 main:581] : INFO : Epoch 2017 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 1420.89 ms
[2021-10-04 09:03:24 main:581] : INFO : Epoch 2018 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 1413.83 ms
[2021-10-04 09:03:26 main:581] : INFO : Epoch 2019 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 1494.56 ms
[2021-10-04 09:03:27 main:581] : INFO : Epoch 2020 | loss: 0.031164 | val_loss: 0.0311712 | Time: 1479.2 ms
[2021-10-04 09:03:29 main:581] : INFO : Epoch 2021 | loss: 0.0311655 | val_loss: 0.031169 | Time: 1443.01 ms
[2021-10-04 09:03:30 main:581] : INFO : Epoch 2022 | loss: 0.0311631 | val_loss: 0.0311694 | Time: 1440.19 ms
[2021-10-04 09:03:32 main:581] : INFO : Epoch 2023 | loss: 0.0311646 | val_loss: 0.0311722 | Time: 1458.03 ms
[2021-10-04 09:03:33 main:581] : INFO : Epoch 2024 | loss: 0.031164 | val_loss: 0.0311695 | Time: 1445.54 ms
[2021-10-04 09:03:35 main:581] : INFO : Epoch 2025 | loss: 0.0311623 | val_loss: 0.0311684 | Time: 1447.91 ms
[2021-10-04 09:03:36 main:581] : INFO : Epoch 2026 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 1430.81 ms
[2021-10-04 09:03:37 main:581] : INFO : Epoch 2027 | loss: 0.0311619 | val_loss: 0.0311677 | Time: 1432.63 ms
[2021-10-04 09:03:39 main:581] : INFO : Epoch 2028 | loss: 0.0311619 | val_loss: 0.0311687 | Time: 1465.56 ms
[2021-10-04 09:03:40 main:581] : INFO : Epoch 2029 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 1407.76 ms
[2021-10-04 09:03:42 main:581] : INFO : Epoch 2030 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 1427.14 ms
[2021-10-04 09:03:43 main:581] : INFO : Epoch 2031 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1458.1 ms
[2021-10-04 09:03:45 main:581] : INFO : Epoch 2032 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 1431.9 ms
[2021-10-04 09:03:46 main:581] : INFO : Epoch 2033 | loss: 0.0311634 | val_loss: 0.0311674 | Time: 1462.9 ms
[2021-10-04 09:03:48 main:581] : INFO : Epoch 2034 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 1431.13 ms
[2021-10-04 09:03:49 main:581] : INFO : Epoch 2035 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 1432.16 ms
[2021-10-04 09:03:50 main:581] : INFO : Epoch 2036 | loss: 0.0311622 | val_loss: 0.031169 | Time: 1456.63 ms
[2021-10-04 09:03:52 main:581] : INFO : Epoch 2037 | loss: 0.0311627 | val_loss: 0.0311688 | Time: 1450.5 ms
[2021-10-04 09:03:53 main:581] : INFO : Epoch 2038 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 1442.71 ms
[2021-10-04 09:03:55 main:581] : INFO : Epoch 2039 | loss: 0.0311608 | val_loss: 0.031168 | Time: 1435.67 ms
[2021-10-04 09:03:56 main:581] : INFO : Epoch 2040 | loss: 0.031163 | val_loss: 0.0311686 | Time: 1429.07 ms
[2021-10-04 09:03:58 main:581] : INFO : Epoch 2041 | loss: 0.0311645 | val_loss: 0.0311698 | Time: 1437.28 ms
[2021-10-04 09:03:59 main:581] : INFO : Epoch 2042 | loss: 0.031165 | val_loss: 0.0311708 | Time: 1502.56 ms
[2021-10-04 09:04:01 main:581] : INFO : Epoch 2043 | loss: 0.0311626 | val_loss: 0.0311665 | Time: 1448.33 ms
[2021-10-04 09:04:02 main:581] : INFO : Epoch 2044 | loss: 0.0311629 | val_loss: 0.0311665 | Time: 1484.51 ms
[2021-10-04 09:04:04 main:581] : INFO : Epoch 2045 | loss: 0.0311618 | val_loss: 0.0311672 | Time: 1451.12 ms
[2021-10-04 09:04:05 main:581] : INFO : Epoch 2046 | loss: 0.0311619 | val_loss: 0.0311678 | Time: 1448.25 ms
[2021-10-04 09:04:06 main:581] : INFO : Epoch 2047 | loss: 0.0311605 | val_loss: 0.0311672 | Time: 1493.86 ms
[2021-10-04 09:04:08 main:581] : INFO : Epoch 2048 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 1438.8 ms
[2021-10-04 09:04:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311657
[2021-10-04 09:04:08 main:610] : INFO : Saving end state to config to file
[2021-10-04 09:04:08 main:615] : INFO : Success, exiting..
09:04:08 (17264): 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)