Task 14627126
| Name | ParityModified-1647042556-6599-3-0_1 |
| Workunit | 11639607 |
| Created | 20 Apr 2022, 9:26:49 UTC |
| Sent | 20 Apr 2022, 9:27:04 UTC |
| Report deadline | 28 Apr 2022, 9:27:04 UTC |
| Received | 20 Apr 2022, 10:34:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 7 min 7 sec |
| CPU time | 1 hours 7 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 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 | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311757 | val_loss: 0.0311917 | Time: 1966.82 ms
[2022-04-20 12:17:38 main:581] : INFO : Epoch 1539 | loss: 0.0311758 | val_loss: 0.0311915 | Time: 1962.01 ms
[2022-04-20 12:17:40 main:581] : INFO : Epoch 1540 | loss: 0.0311759 | val_loss: 0.0311905 | Time: 1968.13 ms
[2022-04-20 12:17:42 main:581] : INFO : Epoch 1541 | loss: 0.0311757 | val_loss: 0.0311901 | Time: 1961.89 ms
[2022-04-20 12:17:44 main:581] : INFO : Epoch 1542 | loss: 0.0311765 | val_loss: 0.031192 | Time: 1960.2 ms
[2022-04-20 12:17:46 main:581] : INFO : Epoch 1543 | loss: 0.0311756 | val_loss: 0.0311913 | Time: 1967.02 ms
[2022-04-20 12:17:48 main:581] : INFO : Epoch 1544 | loss: 0.0311759 | val_loss: 0.031194 | Time: 1962.73 ms
[2022-04-20 12:17:50 main:581] : INFO : Epoch 1545 | loss: 0.0311762 | val_loss: 0.031192 | Time: 1961.01 ms
[2022-04-20 12:17:52 main:581] : INFO : Epoch 1546 | loss: 0.0311754 | val_loss: 0.0311934 | Time: 1971.43 ms
[2022-04-20 12:17:53 main:581] : INFO : Epoch 1547 | loss: 0.0311755 | val_loss: 0.03119 | Time: 1958.3 ms
[2022-04-20 12:17:55 main:581] : INFO : Epoch 1548 | loss: 0.0311753 | val_loss: 0.0311942 | Time: 1966.83 ms
[2022-04-20 12:17:57 main:581] : INFO : Epoch 1549 | loss: 0.0311785 | val_loss: 0.031194 | Time: 1957.49 ms
[2022-04-20 12:17:59 main:581] : INFO : Epoch 1550 | loss: 0.0311768 | val_loss: 0.031193 | Time: 1960.47 ms
[2022-04-20 12:18:01 main:581] : INFO : Epoch 1551 | loss: 0.0311769 | val_loss: 0.0311923 | Time: 1965.67 ms
[2022-04-20 12:18:03 main:581] : INFO : Epoch 1552 | loss: 0.0311825 | val_loss: 0.0311945 | Time: 1962.5 ms
[2022-04-20 12:18:05 main:581] : INFO : Epoch 1553 | loss: 0.0311798 | val_loss: 0.0311867 | Time: 1965.33 ms
[2022-04-20 12:18:07 main:581] : INFO : Epoch 1554 | loss: 0.0311696 | val_loss: 0.0311719 | Time: 1959.08 ms
[2022-04-20 12:18:09 main:581] : INFO : Epoch 1555 | loss: 0.0311684 | val_loss: 0.0311735 | Time: 1960.12 ms
[2022-04-20 12:18:11 main:581] : INFO : Epoch 1556 | loss: 0.0311665 | val_loss: 0.0311672 | Time: 1966.18 ms
[2022-04-20 12:18:13 main:581] : INFO : Epoch 1557 | loss: 0.0311633 | val_loss: 0.0311669 | Time: 1961.4 ms
[2022-04-20 12:18:15 main:581] : INFO : Epoch 1558 | loss: 0.0311613 | val_loss: 0.0311682 | Time: 1968.49 ms
[2022-04-20 12:18:17 main:581] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.0311641 | Time: 1963.79 ms
[2022-04-20 12:18:19 main:581] : INFO : Epoch 1560 | loss: 0.0311609 | val_loss: 0.0311658 | Time: 1958.86 ms
[2022-04-20 12:18:21 main:581] : INFO : Epoch 1561 | loss: 0.0311591 | val_loss: 0.0311645 | Time: 1964.37 ms
[2022-04-20 12:18:23 main:581] : INFO : Epoch 1562 | loss: 0.0311586 | val_loss: 0.0311627 | Time: 1958.79 ms
[2022-04-20 12:18:25 main:581] : INFO : Epoch 1563 | loss: 0.0311592 | val_loss: 0.0311638 | Time: 1970.22 ms
[2022-04-20 12:18:27 main:581] : INFO : Epoch 1564 | loss: 0.0311568 | val_loss: 0.0311621 | Time: 1964.2 ms
[2022-04-20 12:18:29 main:581] : INFO : Epoch 1565 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 1970.45 ms
[2022-04-20 12:18:31 main:581] : INFO : Epoch 1566 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 1975.85 ms
[2022-04-20 12:18:33 main:581] : INFO : Epoch 1567 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 1972.35 ms
[2022-04-20 12:18:35 main:581] : INFO : Epoch 1568 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 1974.53 ms
[2022-04-20 12:18:37 main:581] : INFO : Epoch 1569 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 1962.78 ms
[2022-04-20 12:18:39 main:581] : INFO : Epoch 1570 | loss: 0.0311533 | val_loss: 0.0311636 | Time: 1962.25 ms
[2022-04-20 12:18:41 main:581] : INFO : Epoch 1571 | loss: 0.0311535 | val_loss: 0.0311646 | Time: 1970.11 ms
[2022-04-20 12:18:43 main:581] : INFO : Epoch 1572 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 1961.49 ms
[2022-04-20 12:18:45 main:581] : INFO : Epoch 1573 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 1962.83 ms
[2022-04-20 12:18:47 main:581] : INFO : Epoch 1574 | loss: 0.0311514 | val_loss: 0.0311607 | Time: 1963.61 ms
[2022-04-20 12:18:49 main:581] : INFO : Epoch 1575 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 1962.08 ms
[2022-04-20 12:18:50 main:581] : INFO : Epoch 1576 | loss: 0.0311493 | val_loss: 0.0311608 | Time: 1965.62 ms
[2022-04-20 12:18:52 main:581] : INFO : Epoch 1577 | loss: 0.0311485 | val_loss: 0.0311659 | Time: 1962.7 ms
[2022-04-20 12:18:54 main:581] : INFO : Epoch 1578 | loss: 0.031152 | val_loss: 0.0311584 | Time: 1962.52 ms
[2022-04-20 12:18:56 main:581] : INFO : Epoch 1579 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 1985.77 ms
[2022-04-20 12:18:58 main:581] : INFO : Epoch 1580 | loss: 0.0311496 | val_loss: 0.0311602 | Time: 1957.63 ms
[2022-04-20 12:19:00 main:581] : INFO : Epoch 1581 | loss: 0.031148 | val_loss: 0.0311648 | Time: 1968.98 ms
[2022-04-20 12:19:02 main:581] : INFO : Epoch 1582 | loss: 0.0311516 | val_loss: 0.031167 | Time: 1959.54 ms
[2022-04-20 12:19:04 main:581] : INFO : Epoch 1583 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 1961.97 ms
[2022-04-20 12:19:06 main:581] : INFO : Epoch 1584 | loss: 0.0311544 | val_loss: 0.0311659 | Time: 1966.61 ms
[2022-04-20 12:19:08 main:581] : INFO : Epoch 1585 | loss: 0.031158 | val_loss: 0.0311696 | Time: 1959.72 ms
[2022-04-20 12:19:10 main:581] : INFO : Epoch 1586 | loss: 0.0311532 | val_loss: 0.0311642 | Time: 1967.26 ms
[2022-04-20 12:19:12 main:581] : INFO : Epoch 1587 | loss: 0.0311492 | val_loss: 0.0311655 | Time: 1960.87 ms
[2022-04-20 12:19:14 main:581] : INFO : Epoch 1588 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 1959.34 ms
[2022-04-20 12:19:16 main:581] : INFO : Epoch 1589 | loss: 0.0311476 | val_loss: 0.0311636 | Time: 1977.18 ms
[2022-04-20 12:19:18 main:581] : INFO : Epoch 1590 | loss: 0.0311472 | val_loss: 0.0311659 | Time: 1959.71 ms
[2022-04-20 12:19:20 main:581] : INFO : Epoch 1591 | loss: 0.0311477 | val_loss: 0.0311744 | Time: 1969.38 ms
[2022-04-20 12:19:22 main:581] : INFO : Epoch 1592 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 1956.99 ms
[2022-04-20 12:19:24 main:581] : INFO : Epoch 1593 | loss: 0.0311447 | val_loss: 0.0311649 | Time: 1961.35 ms
[2022-04-20 12:19:26 main:581] : INFO : Epoch 1594 | loss: 0.0311447 | val_loss: 0.0311683 | Time: 1962.79 ms
[2022-04-20 12:19:28 main:581] : INFO : Epoch 1595 | loss: 0.031144 | val_loss: 0.0311662 | Time: 1958.19 ms
[2022-04-20 12:19:30 main:581] : INFO : Epoch 1596 | loss: 0.0311461 | val_loss: 0.0311635 | Time: 1967.71 ms
[2022-04-20 12:19:32 main:581] : INFO : Epoch 1597 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 1959.23 ms
[2022-04-20 12:19:34 main:581] : INFO : Epoch 1598 | loss: 0.0311506 | val_loss: 0.0311654 | Time: 1957.83 ms
[2022-04-20 12:19:36 main:581] : INFO : Epoch 1599 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 1963.54 ms
[2022-04-20 12:19:38 main:581] : INFO : Epoch 1600 | loss: 0.0311502 | val_loss: 0.0311616 | Time: 1964.31 ms
[2022-04-20 12:19:40 main:581] : INFO : Epoch 1601 | loss: 0.0311506 | val_loss: 0.0311733 | Time: 1960.74 ms
[2022-04-20 12:19:42 main:581] : INFO : Epoch 1602 | loss: 0.0311485 | val_loss: 0.0311681 | Time: 1969 ms
[2022-04-20 12:19:44 main:581] : INFO : Epoch 1603 | loss: 0.0311478 | val_loss: 0.0311674 | Time: 1958.31 ms
[2022-04-20 12:19:45 main:581] : INFO : Epoch 1604 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 1965.52 ms
[2022-04-20 12:19:47 main:581] : INFO : Epoch 1605 | loss: 0.0311484 | val_loss: 0.0311667 | Time: 1956.87 ms
[2022-04-20 12:19:49 main:581] : INFO : Epoch 1606 | loss: 0.0311464 | val_loss: 0.0311698 | Time: 1962.76 ms
[2022-04-20 12:19:51 main:581] : INFO : Epoch 1607 | loss: 0.0311466 | val_loss: 0.0311648 | Time: 1965.13 ms
[2022-04-20 12:19:53 main:581] : INFO : Epoch 1608 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 1962.94 ms
[2022-04-20 12:19:55 main:581] : INFO : Epoch 1609 | loss: 0.0311444 | val_loss: 0.0311669 | Time: 1964.56 ms
[2022-04-20 12:19:57 main:581] : INFO : Epoch 1610 | loss: 0.0311444 | val_loss: 0.0311688 | Time: 1958.56 ms
[2022-04-20 12:19:59 main:581] : INFO : Epoch 1611 | loss: 0.0311453 | val_loss: 0.0311651 | Time: 1955.4 ms
[2022-04-20 12:20:01 main:581] : INFO : Epoch 1612 | loss: 0.0311428 | val_loss: 0.0311712 | Time: 1994.09 ms
[2022-04-20 12:20:03 main:581] : INFO : Epoch 1613 | loss: 0.0311426 | val_loss: 0.0311668 | Time: 1961.14 ms
[2022-04-20 12:20:05 main:581] : INFO : Epoch 1614 | loss: 0.0311432 | val_loss: 0.0311693 | Time: 1964.98 ms
[2022-04-20 12:20:07 main:581] : INFO : Epoch 1615 | loss: 0.0311423 | val_loss: 0.0311718 | Time: 1959.48 ms
[2022-04-20 12:20:09 main:581] : INFO : Epoch 1616 | loss: 0.0311416 | val_loss: 0.0311677 | Time: 1959.32 ms
[2022-04-20 12:20:11 main:581] : INFO : Epoch 1617 | loss: 0.031143 | val_loss: 0.0311655 | Time: 1970.28 ms
[2022-04-20 12:20:13 main:581] : INFO : Epoch 1618 | loss: 0.0311438 | val_loss: 0.0311722 | Time: 1968.58 ms
[2022-04-20 12:20:15 main:581] : INFO : Epoch 1619 | loss: 0.0311421 | val_loss: 0.0311669 | Time: 1970.71 ms
[2022-04-20 12:20:17 main:581] : INFO : Epoch 1620 | loss: 0.0311413 | val_loss: 0.0311695 | Time: 1960.49 ms
[2022-04-20 12:20:19 main:581] : INFO : Epoch 1621 | loss: 0.0311403 | val_loss: 0.0311665 | Time: 1959.37 ms
[2022-04-20 12:20:21 main:581] : INFO : Epoch 1622 | loss: 0.03114 | val_loss: 0.031171 | Time: 1963.92 ms
[2022-04-20 12:20:23 main:581] : INFO : Epoch 1623 | loss: 0.0311421 | val_loss: 0.0311681 | Time: 1956.45 ms
[2022-04-20 12:20:25 main:581] : INFO : Epoch 1624 | loss: 0.0311411 | val_loss: 0.031172 | Time: 1964.48 ms
[2022-04-20 12:20:27 main:581] : INFO : Epoch 1625 | loss: 0.031143 | val_loss: 0.0311662 | Time: 1960.45 ms
[2022-04-20 12:20:29 main:581] : INFO : Epoch 1626 | loss: 0.0311442 | val_loss: 0.031171 | Time: 1959.82 ms
[2022-04-20 12:20:31 main:581] : INFO : Epoch 1627 | loss: 0.0311419 | val_loss: 0.0311693 | Time: 1967.05 ms
[2022-04-20 12:20:33 main:581] : INFO : Epoch 1628 | loss: 0.0311446 | val_loss: 0.0311675 | Time: 1959.89 ms
[2022-04-20 12:20:35 main:581] : INFO : Epoch 1629 | loss: 0.0311415 | val_loss: 0.0311715 | Time: 1958.3 ms
[2022-04-20 12:20:37 main:581] : INFO : Epoch 1630 | loss: 0.0311433 | val_loss: 0.031166 | Time: 1971.43 ms
[2022-04-20 12:20:38 main:581] : INFO : Epoch 1631 | loss: 0.0311459 | val_loss: 0.0311634 | Time: 1959.51 ms
[2022-04-20 12:20:40 main:581] : INFO : Epoch 1632 | loss: 0.0311438 | val_loss: 0.0311709 | Time: 1985.24 ms
[2022-04-20 12:20:42 main:581] : INFO : Epoch 1633 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 1965.74 ms
[2022-04-20 12:20:44 main:581] : INFO : Epoch 1634 | loss: 0.0311432 | val_loss: 0.0311681 | Time: 1956.83 ms
[2022-04-20 12:20:46 main:581] : INFO : Epoch 1635 | loss: 0.0311424 | val_loss: 0.0311623 | Time: 1969.63 ms
[2022-04-20 12:20:48 main:581] : INFO : Epoch 1636 | loss: 0.0311415 | val_loss: 0.0311639 | Time: 1964.35 ms
[2022-04-20 12:20:50 main:581] : INFO : Epoch 1637 | loss: 0.0311396 | val_loss: 0.031164 | Time: 1972.55 ms
[2022-04-20 12:20:52 main:581] : INFO : Epoch 1638 | loss: 0.0311401 | val_loss: 0.0311668 | Time: 1958.66 ms
[2022-04-20 12:20:54 main:581] : INFO : Epoch 1639 | loss: 0.0311444 | val_loss: 0.0311648 | Time: 1961.38 ms
[2022-04-20 12:20:56 main:581] : INFO : Epoch 1640 | loss: 0.031143 | val_loss: 0.0311655 | Time: 1965.44 ms
[2022-04-20 12:20:58 main:581] : INFO : Epoch 1641 | loss: 0.0311474 | val_loss: 0.0311759 | Time: 1959.44 ms
[2022-04-20 12:21:00 main:581] : INFO : Epoch 1642 | loss: 0.0311465 | val_loss: 0.031165 | Time: 1964.58 ms
[2022-04-20 12:21:02 main:581] : INFO : Epoch 1643 | loss: 0.0311439 | val_loss: 0.0311645 | Time: 1968.81 ms
[2022-04-20 12:21:04 main:581] : INFO : Epoch 1644 | loss: 0.0311444 | val_loss: 0.0311684 | Time: 1957.4 ms
[2022-04-20 12:21:06 main:581] : INFO : Epoch 1645 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 1970.57 ms
[2022-04-20 12:21:08 main:581] : INFO : Epoch 1646 | loss: 0.0311408 | val_loss: 0.0311695 | Time: 1958.89 ms
[2022-04-20 12:21:10 main:581] : INFO : Epoch 1647 | loss: 0.0311398 | val_loss: 0.0311685 | Time: 1965.82 ms
[2022-04-20 12:21:12 main:581] : INFO : Epoch 1648 | loss: 0.0311398 | val_loss: 0.0311659 | Time: 1961.36 ms
[2022-04-20 12:21:14 main:581] : INFO : Epoch 1649 | loss: 0.0311511 | val_loss: 0.0311724 | Time: 1961.78 ms
[2022-04-20 12:21:16 main:581] : INFO : Epoch 1650 | loss: 0.0311565 | val_loss: 0.0311656 | Time: 1964.84 ms
[2022-04-20 12:21:18 main:581] : INFO : Epoch 1651 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 1961.69 ms
[2022-04-20 12:21:20 main:581] : INFO : Epoch 1652 | loss: 0.031153 | val_loss: 0.0311662 | Time: 1962.02 ms
[2022-04-20 12:21:22 main:581] : INFO : Epoch 1653 | loss: 0.0311511 | val_loss: 0.0311656 | Time: 1970.39 ms
[2022-04-20 12:21:24 main:581] : INFO : Epoch 1654 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 1962.74 ms
[2022-04-20 12:21:26 main:581] : INFO : Epoch 1655 | loss: 0.0311486 | val_loss: 0.0311649 | Time: 1972.91 ms
[2022-04-20 12:21:28 main:581] : INFO : Epoch 1656 | loss: 0.0311483 | val_loss: 0.0311625 | Time: 1957.9 ms
[2022-04-20 12:21:30 main:581] : INFO : Epoch 1657 | loss: 0.0311468 | val_loss: 0.0311654 | Time: 1962.6 ms
[2022-04-20 12:21:32 main:581] : INFO : Epoch 1658 | loss: 0.0311457 | val_loss: 0.0311663 | Time: 1966.88 ms
[2022-04-20 12:21:34 main:581] : INFO : Epoch 1659 | loss: 0.0311465 | val_loss: 0.0311657 | Time: 1959.43 ms
[2022-04-20 12:21:35 main:581] : INFO : Epoch 1660 | loss: 0.0311454 | val_loss: 0.0311677 | Time: 1964.08 ms
[2022-04-20 12:21:37 main:581] : INFO : Epoch 1661 | loss: 0.0311449 | val_loss: 0.03117 | Time: 1962.61 ms
[2022-04-20 12:21:39 main:581] : INFO : Epoch 1662 | loss: 0.0311439 | val_loss: 0.0311649 | Time: 1961.85 ms
[2022-04-20 12:21:41 main:581] : INFO : Epoch 1663 | loss: 0.0311468 | val_loss: 0.0311662 | Time: 1969.11 ms
[2022-04-20 12:21:43 main:581] : INFO : Epoch 1664 | loss: 0.0311436 | val_loss: 0.0311656 | Time: 1960.62 ms
[2022-04-20 12:21:45 main:581] : INFO : Epoch 1665 | loss: 0.0311431 | val_loss: 0.0311688 | Time: 1967.24 ms
[2022-04-20 12:21:47 main:581] : INFO : Epoch 1666 | loss: 0.0311418 | val_loss: 0.0311676 | Time: 1958.7 ms
[2022-04-20 12:21:49 main:581] : INFO : Epoch 1667 | loss: 0.0311415 | val_loss: 0.0311626 | Time: 1963.26 ms
[2022-04-20 12:21:51 main:581] : INFO : Epoch 1668 | loss: 0.0311793 | val_loss: 0.0311855 | Time: 1966.44 ms
[2022-04-20 12:21:53 main:581] : INFO : Epoch 1669 | loss: 0.031184 | val_loss: 0.0311777 | Time: 1964.72 ms
[2022-04-20 12:21:55 main:581] : INFO : Epoch 1670 | loss: 0.0311778 | val_loss: 0.0311728 | Time: 1968.58 ms
[2022-04-20 12:21:57 main:581] : INFO : Epoch 1671 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 1965.15 ms
[2022-04-20 12:21:59 main:581] : INFO : Epoch 1672 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 1966.55 ms
[2022-04-20 12:22:01 main:581] : INFO : Epoch 1673 | loss: 0.0311658 | val_loss: 0.03117 | Time: 1969.22 ms
[2022-04-20 12:22:03 main:581] : INFO : Epoch 1674 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 1963.84 ms
[2022-04-20 12:22:05 main:581] : INFO : Epoch 1675 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 1967.51 ms
[2022-04-20 12:22:07 main:581] : INFO : Epoch 1676 | loss: 0.031163 | val_loss: 0.0311689 | Time: 1964.86 ms
[2022-04-20 12:22:09 main:581] : INFO : Epoch 1677 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 1958.5 ms
[2022-04-20 12:22:11 main:581] : INFO : Epoch 1678 | loss: 0.0311581 | val_loss: 0.0311689 | Time: 1971.44 ms
[2022-04-20 12:22:13 main:581] : INFO : Epoch 1679 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 1960.61 ms
[2022-04-20 12:22:15 main:581] : INFO : Epoch 1680 | loss: 0.0311566 | val_loss: 0.0311685 | Time: 1966.39 ms
[2022-04-20 12:22:17 main:581] : INFO : Epoch 1681 | loss: 0.0311553 | val_loss: 0.0311689 | Time: 1960.96 ms
[2022-04-20 12:22:19 main:581] : INFO : Epoch 1682 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 1965.34 ms
[2022-04-20 12:22:21 main:581] : INFO : Epoch 1683 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 1984.03 ms
[2022-04-20 12:22:23 main:581] : INFO : Epoch 1684 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 1960.58 ms
[2022-04-20 12:22:25 main:581] : INFO : Epoch 1685 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 1960.35 ms
[2022-04-20 12:22:27 main:581] : INFO : Epoch 1686 | loss: 0.0311542 | val_loss: 0.0311656 | Time: 1969.52 ms
[2022-04-20 12:22:29 main:581] : INFO : Epoch 1687 | loss: 0.0311537 | val_loss: 0.031173 | Time: 1959.25 ms
[2022-04-20 12:22:30 main:581] : INFO : Epoch 1688 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 1967.93 ms
[2022-04-20 12:22:32 main:581] : INFO : Epoch 1689 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 1958.71 ms
[2022-04-20 12:22:34 main:581] : INFO : Epoch 1690 | loss: 0.0311508 | val_loss: 0.0311642 | Time: 1961.77 ms
[2022-04-20 12:22:36 main:581] : INFO : Epoch 1691 | loss: 0.0311496 | val_loss: 0.031171 | Time: 1966.47 ms
[2022-04-20 12:22:38 main:581] : INFO : Epoch 1692 | loss: 0.0311647 | val_loss: 0.031168 | Time: 1964.89 ms
[2022-04-20 12:22:40 main:581] : INFO : Epoch 1693 | loss: 0.0311621 | val_loss: 0.0311688 | Time: 1978.21 ms
[2022-04-20 12:22:42 main:581] : INFO : Epoch 1694 | loss: 0.0311593 | val_loss: 0.031167 | Time: 1972.27 ms
[2022-04-20 12:22:44 main:581] : INFO : Epoch 1695 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 1962.68 ms
[2022-04-20 12:22:46 main:581] : INFO : Epoch 1696 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 1968.17 ms
[2022-04-20 12:22:48 main:581] : INFO : Epoch 1697 | loss: 0.0311516 | val_loss: 0.0311641 | Time: 1959.14 ms
[2022-04-20 12:22:50 main:581] : INFO : Epoch 1698 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 1971.27 ms
[2022-04-20 12:22:52 main:581] : INFO : Epoch 1699 | loss: 0.0311494 | val_loss: 0.0311618 | Time: 1968.38 ms
[2022-04-20 12:22:54 main:581] : INFO : Epoch 1700 | loss: 0.0311504 | val_loss: 0.0311609 | Time: 1970.42 ms
[2022-04-20 12:22:56 main:581] : INFO : Epoch 1701 | loss: 0.0311492 | val_loss: 0.0311638 | Time: 1972.29 ms
[2022-04-20 12:22:58 main:581] : INFO : Epoch 1702 | loss: 0.0311474 | val_loss: 0.0311607 | Time: 1956.18 ms
[2022-04-20 12:23:00 main:581] : INFO : Epoch 1703 | loss: 0.0311481 | val_loss: 0.0311653 | Time: 1962.38 ms
[2022-04-20 12:23:02 main:581] : INFO : Epoch 1704 | loss: 0.0311467 | val_loss: 0.031167 | Time: 1962.21 ms
[2022-04-20 12:23:04 main:581] : INFO : Epoch 1705 | loss: 0.0311477 | val_loss: 0.0311599 | Time: 1959.43 ms
[2022-04-20 12:23:06 main:581] : INFO : Epoch 1706 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 1972.47 ms
[2022-04-20 12:23:08 main:581] : INFO : Epoch 1707 | loss: 0.0311436 | val_loss: 0.0311628 | Time: 1959.42 ms
[2022-04-20 12:23:10 main:581] : INFO : Epoch 1708 | loss: 0.0311435 | val_loss: 0.0311622 | Time: 1968.54 ms
[2022-04-20 12:23:12 main:581] : INFO : Epoch 1709 | loss: 0.0311426 | val_loss: 0.0311629 | Time: 1959.57 ms
[2022-04-20 12:23:14 main:581] : INFO : Epoch 1710 | loss: 0.0311432 | val_loss: 0.0311658 | Time: 1961.6 ms
[2022-04-20 12:23:16 main:581] : INFO : Epoch 1711 | loss: 0.031142 | val_loss: 0.0311622 | Time: 1966.25 ms
[2022-04-20 12:23:18 main:581] : INFO : Epoch 1712 | loss: 0.031142 | val_loss: 0.0311678 | Time: 1960.93 ms
[2022-04-20 12:23:20 main:581] : INFO : Epoch 1713 | loss: 0.0311435 | val_loss: 0.0311736 | Time: 1965.76 ms
[2022-04-20 12:23:22 main:581] : INFO : Epoch 1714 | loss: 0.0311426 | val_loss: 0.0311629 | Time: 1962.05 ms
[2022-04-20 12:23:24 main:581] : INFO : Epoch 1715 | loss: 0.0311407 | val_loss: 0.0311616 | Time: 1960.94 ms
[2022-04-20 12:23:26 main:581] : INFO : Epoch 1716 | loss: 0.0311398 | val_loss: 0.0311644 | Time: 1964.6 ms
[2022-04-20 12:23:27 main:581] : INFO : Epoch 1717 | loss: 0.0311404 | val_loss: 0.0311612 | Time: 1963.45 ms
[2022-04-20 12:23:29 main:581] : INFO : Epoch 1718 | loss: 0.0311419 | val_loss: 0.0311611 | Time: 1961.5 ms
[2022-04-20 12:23:31 main:581] : INFO : Epoch 1719 | loss: 0.0311393 | val_loss: 0.0311618 | Time: 1970.63 ms
[2022-04-20 12:23:33 main:581] : INFO : Epoch 1720 | loss: 0.03114 | val_loss: 0.0311638 | Time: 1958.96 ms
[2022-04-20 12:23:35 main:581] : INFO : Epoch 1721 | loss: 0.0311408 | val_loss: 0.0311663 | Time: 1972.3 ms
[2022-04-20 12:23:37 main:581] : INFO : Epoch 1722 | loss: 0.0311399 | val_loss: 0.0311613 | Time: 1959.94 ms
[2022-04-20 12:23:39 main:581] : INFO : Epoch 1723 | loss: 0.031139 | val_loss: 0.0311645 | Time: 1963.77 ms
[2022-04-20 12:23:41 main:581] : INFO : Epoch 1724 | loss: 0.0311385 | val_loss: 0.0311637 | Time: 1966.13 ms
[2022-04-20 12:23:43 main:581] : INFO : Epoch 1725 | loss: 0.0311375 | val_loss: 0.0311663 | Time: 1963.61 ms
[2022-04-20 12:23:45 main:581] : INFO : Epoch 1726 | loss: 0.0311375 | val_loss: 0.0311658 | Time: 1964.31 ms
[2022-04-20 12:23:47 main:581] : INFO : Epoch 1727 | loss: 0.0311383 | val_loss: 0.0311643 | Time: 1961.91 ms
[2022-04-20 12:23:49 main:581] : INFO : Epoch 1728 | loss: 0.0311386 | val_loss: 0.0311676 | Time: 1960.01 ms
[2022-04-20 12:23:51 main:581] : INFO : Epoch 1729 | loss: 0.0311408 | val_loss: 0.0311659 | Time: 1969.19 ms
[2022-04-20 12:23:53 main:581] : INFO : Epoch 1730 | loss: 0.0311398 | val_loss: 0.0311654 | Time: 1959.93 ms
[2022-04-20 12:23:55 main:581] : INFO : Epoch 1731 | loss: 0.0311393 | val_loss: 0.0311663 | Time: 1968.17 ms
[2022-04-20 12:23:57 main:581] : INFO : Epoch 1732 | loss: 0.0311388 | val_loss: 0.031168 | Time: 1959.45 ms
[2022-04-20 12:23:59 main:581] : INFO : Epoch 1733 | loss: 0.0311369 | val_loss: 0.031164 | Time: 1959.55 ms
[2022-04-20 12:24:01 main:581] : INFO : Epoch 1734 | loss: 0.031137 | val_loss: 0.031165 | Time: 1964.64 ms
[2022-04-20 12:24:03 main:581] : INFO : Epoch 1735 | loss: 0.0311364 | val_loss: 0.0311674 | Time: 1962.64 ms
[2022-04-20 12:24:05 main:581] : INFO : Epoch 1736 | loss: 0.0311402 | val_loss: 0.0311698 | Time: 1979.93 ms
[2022-04-20 12:24:07 main:581] : INFO : Epoch 1737 | loss: 0.0311379 | val_loss: 0.0311619 | Time: 1964.13 ms
[2022-04-20 12:24:09 main:581] : INFO : Epoch 1738 | loss: 0.0311355 | val_loss: 0.0311659 | Time: 1959.87 ms
[2022-04-20 12:24:11 main:581] : INFO : Epoch 1739 | loss: 0.0311387 | val_loss: 0.0311694 | Time: 1988.25 ms
[2022-04-20 12:24:13 main:581] : INFO : Epoch 1740 | loss: 0.0311376 | val_loss: 0.0311673 | Time: 1957.78 ms
[2022-04-20 12:24:15 main:581] : INFO : Epoch 1741 | loss: 0.0311357 | val_loss: 0.0311657 | Time: 1963.79 ms
[2022-04-20 12:24:17 main:581] : INFO : Epoch 1742 | loss: 0.0311361 | val_loss: 0.0311684 | Time: 1964.01 ms
[2022-04-20 12:24:19 main:581] : INFO : Epoch 1743 | loss: 0.0311352 | val_loss: 0.0311648 | Time: 1964.92 ms
[2022-04-20 12:24:21 main:581] : INFO : Epoch 1744 | loss: 0.031135 | val_loss: 0.031169 | Time: 1970.87 ms
[2022-04-20 12:24:23 main:581] : INFO : Epoch 1745 | loss: 0.0311352 | val_loss: 0.031166 | Time: 1966.83 ms
[2022-04-20 12:24:24 main:581] : INFO : Epoch 1746 | loss: 0.0311333 | val_loss: 0.0311661 | Time: 1961.13 ms
[2022-04-20 12:24:26 main:581] : INFO : Epoch 1747 | loss: 0.0311345 | val_loss: 0.0311619 | Time: 1970.98 ms
[2022-04-20 12:24:28 main:581] : INFO : Epoch 1748 | loss: 0.0311331 | val_loss: 0.0311655 | Time: 1959.31 ms
[2022-04-20 12:24:30 main:581] : INFO : Epoch 1749 | loss: 0.0311339 | val_loss: 0.031163 | Time: 1970.86 ms
[2022-04-20 12:24:32 main:581] : INFO : Epoch 1750 | loss: 0.0311367 | val_loss: 0.031163 | Time: 1961.17 ms
[2022-04-20 12:24:34 main:581] : INFO : Epoch 1751 | loss: 0.0311361 | val_loss: 0.0311724 | Time: 1956.41 ms
[2022-04-20 12:24:36 main:581] : INFO : Epoch 1752 | loss: 0.0311352 | val_loss: 0.0311688 | Time: 1968.78 ms
[2022-04-20 12:24:38 main:581] : INFO : Epoch 1753 | loss: 0.0311343 | val_loss: 0.0311677 | Time: 1958.6 ms
[2022-04-20 12:24:40 main:581] : INFO : Epoch 1754 | loss: 0.0311351 | val_loss: 0.0311676 | Time: 1970.35 ms
[2022-04-20 12:24:42 main:581] : INFO : Epoch 1755 | loss: 0.0311356 | val_loss: 0.0311627 | Time: 1962.1 ms
[2022-04-20 12:24:44 main:581] : INFO : Epoch 1756 | loss: 0.0311398 | val_loss: 0.0311682 | Time: 1964.52 ms
[2022-04-20 12:24:46 main:581] : INFO : Epoch 1757 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 1962.72 ms
[2022-04-20 12:24:48 main:581] : INFO : Epoch 1758 | loss: 0.0311384 | val_loss: 0.0311631 | Time: 1959.54 ms
[2022-04-20 12:24:50 main:581] : INFO : Epoch 1759 | loss: 0.0311373 | val_loss: 0.0311621 | Time: 1981.49 ms
[2022-04-20 12:24:52 main:581] : INFO : Epoch 1760 | loss: 0.0311366 | val_loss: 0.0311669 | Time: 1961.99 ms
[2022-04-20 12:24:54 main:581] : INFO : Epoch 1761 | loss: 0.03114 | val_loss: 0.0311642 | Time: 1958.44 ms
[2022-04-20 12:24:56 main:581] : INFO : Epoch 1762 | loss: 0.0311377 | val_loss: 0.0311618 | Time: 1967.4 ms
[2022-04-20 12:24:58 main:581] : INFO : Epoch 1763 | loss: 0.0311361 | val_loss: 0.0311674 | Time: 1956.48 ms
[2022-04-20 12:25:00 main:581] : INFO : Epoch 1764 | loss: 0.0311348 | val_loss: 0.0311651 | Time: 1965.78 ms
[2022-04-20 12:25:02 main:581] : INFO : Epoch 1765 | loss: 0.0311363 | val_loss: 0.031162 | Time: 1957.48 ms
[2022-04-20 12:25:04 main:581] : INFO : Epoch 1766 | loss: 0.0311357 | val_loss: 0.031171 | Time: 1959.96 ms
[2022-04-20 12:25:06 main:581] : INFO : Epoch 1767 | loss: 0.0311367 | val_loss: 0.031164 | Time: 1969.96 ms
[2022-04-20 12:25:08 main:581] : INFO : Epoch 1768 | loss: 0.0311389 | val_loss: 0.0311685 | Time: 1961.83 ms
[2022-04-20 12:25:10 main:581] : INFO : Epoch 1769 | loss: 0.0311343 | val_loss: 0.0311671 | Time: 1959.12 ms
[2022-04-20 12:25:12 main:581] : INFO : Epoch 1770 | loss: 0.0311344 | val_loss: 0.0311667 | Time: 1965.67 ms
[2022-04-20 12:25:14 main:581] : INFO : Epoch 1771 | loss: 0.0311358 | val_loss: 0.0311674 | Time: 1958.37 ms
[2022-04-20 12:25:16 main:581] : INFO : Epoch 1772 | loss: 0.0311328 | val_loss: 0.0311746 | Time: 1967.65 ms
[2022-04-20 12:25:17 main:581] : INFO : Epoch 1773 | loss: 0.0311345 | val_loss: 0.0311655 | Time: 1961.64 ms
[2022-04-20 12:25:19 main:581] : INFO : Epoch 1774 | loss: 0.0311346 | val_loss: 0.0311661 | Time: 1962.53 ms
[2022-04-20 12:25:21 main:581] : INFO : Epoch 1775 | loss: 0.0311353 | val_loss: 0.0311663 | Time: 1964.7 ms
[2022-04-20 12:25:23 main:581] : INFO : Epoch 1776 | loss: 0.0311358 | val_loss: 0.0311663 | Time: 1959.93 ms
[2022-04-20 12:25:25 main:581] : INFO : Epoch 1777 | loss: 0.0311348 | val_loss: 0.031166 | Time: 1965.15 ms
[2022-04-20 12:25:27 main:581] : INFO : Epoch 1778 | loss: 0.0311325 | val_loss: 0.0311681 | Time: 1960.34 ms
[2022-04-20 12:25:29 main:581] : INFO : Epoch 1779 | loss: 0.0311314 | val_loss: 0.0311702 | Time: 1958 ms
[2022-04-20 12:25:31 main:581] : INFO : Epoch 1780 | loss: 0.0311311 | val_loss: 0.0311671 | Time: 1969.58 ms
[2022-04-20 12:25:33 main:581] : INFO : Epoch 1781 | loss: 0.0311306 | val_loss: 0.0311699 | Time: 1959.43 ms
[2022-04-20 12:25:35 main:581] : INFO : Epoch 1782 | loss: 0.0311309 | val_loss: 0.0311679 | Time: 1965.65 ms
[2022-04-20 12:25:37 main:581] : INFO : Epoch 1783 | loss: 0.0311307 | val_loss: 0.0311666 | Time: 1955.5 ms
[2022-04-20 12:25:39 main:581] : INFO : Epoch 1784 | loss: 0.031132 | val_loss: 0.0311689 | Time: 1961.59 ms
[2022-04-20 12:25:41 main:581] : INFO : Epoch 1785 | loss: 0.0311343 | val_loss: 0.0311726 | Time: 1963.54 ms
[2022-04-20 12:25:43 main:581] : INFO : Epoch 1786 | loss: 0.0311337 | val_loss: 0.0311677 | Time: 1964.68 ms
[2022-04-20 12:25:45 main:581] : INFO : Epoch 1787 | loss: 0.0311338 | val_loss: 0.0311649 | Time: 1964.49 ms
[2022-04-20 12:25:47 main:581] : INFO : Epoch 1788 | loss: 0.0311324 | val_loss: 0.0311721 | Time: 1958.19 ms
[2022-04-20 12:25:49 main:581] : INFO : Epoch 1789 | loss: 0.0311356 | val_loss: 0.0311694 | Time: 1956.53 ms
[2022-04-20 12:25:51 main:581] : INFO : Epoch 1790 | loss: 0.0311359 | val_loss: 0.0311652 | Time: 1964.02 ms
[2022-04-20 12:25:53 main:581] : INFO : Epoch 1791 | loss: 0.0311325 | val_loss: 0.0311664 | Time: 1961.47 ms
[2022-04-20 12:25:55 main:581] : INFO : Epoch 1792 | loss: 0.0311321 | val_loss: 0.0311707 | Time: 1965.85 ms
[2022-04-20 12:25:57 main:581] : INFO : Epoch 1793 | loss: 0.0311312 | val_loss: 0.0311659 | Time: 1964.09 ms
[2022-04-20 12:25:59 main:581] : INFO : Epoch 1794 | loss: 0.0311328 | val_loss: 0.0311722 | Time: 1954.93 ms
[2022-04-20 12:26:01 main:581] : INFO : Epoch 1795 | loss: 0.0311387 | val_loss: 0.0311739 | Time: 1967.14 ms
[2022-04-20 12:26:03 main:581] : INFO : Epoch 1796 | loss: 0.0311353 | val_loss: 0.0311722 | Time: 1959.86 ms
[2022-04-20 12:26:05 main:581] : INFO : Epoch 1797 | loss: 0.0311335 | val_loss: 0.0311695 | Time: 1961.85 ms
[2022-04-20 12:26:07 main:581] : INFO : Epoch 1798 | loss: 0.0311319 | val_loss: 0.0311729 | Time: 1965.86 ms
[2022-04-20 12:26:09 main:581] : INFO : Epoch 1799 | loss: 0.0311323 | val_loss: 0.0311655 | Time: 1968.58 ms
[2022-04-20 12:26:10 main:581] : INFO : Epoch 1800 | loss: 0.0311332 | val_loss: 0.0311735 | Time: 1965.62 ms
[2022-04-20 12:26:12 main:581] : INFO : Epoch 1801 | loss: 0.0311311 | val_loss: 0.0311674 | Time: 1967.55 ms
[2022-04-20 12:26:14 main:581] : INFO : Epoch 1802 | loss: 0.0311298 | val_loss: 0.0311706 | Time: 1957.65 ms
[2022-04-20 12:26:16 main:581] : INFO : Epoch 1803 | loss: 0.0311318 | val_loss: 0.0311693 | Time: 1967.99 ms
[2022-04-20 12:26:18 main:581] : INFO : Epoch 1804 | loss: 0.0311354 | val_loss: 0.031169 | Time: 1959.77 ms
[2022-04-20 12:26:20 main:581] : INFO : Epoch 1805 | loss: 0.0311332 | val_loss: 0.0311659 | Time: 1987.7 ms
[2022-04-20 12:26:22 main:581] : INFO : Epoch 1806 | loss: 0.0311377 | val_loss: 0.0311708 | Time: 1955.5 ms
[2022-04-20 12:26:24 main:581] : INFO : Epoch 1807 | loss: 0.0311347 | val_loss: 0.0311673 | Time: 1957.96 ms
[2022-04-20 12:26:26 main:581] : INFO : Epoch 1808 | loss: 0.031131 | val_loss: 0.0311661 | Time: 1963.49 ms
[2022-04-20 12:26:28 main:581] : INFO : Epoch 1809 | loss: 0.0311315 | val_loss: 0.0311778 | Time: 1960.67 ms
[2022-04-20 12:26:30 main:581] : INFO : Epoch 1810 | loss: 0.0311332 | val_loss: 0.0311667 | Time: 1966.98 ms
[2022-04-20 12:26:32 main:581] : INFO : Epoch 1811 | loss: 0.0311303 | val_loss: 0.0311722 | Time: 1964.66 ms
[2022-04-20 12:26:34 main:581] : INFO : Epoch 1812 | loss: 0.0311315 | val_loss: 0.0311687 | Time: 1958.09 ms
[2022-04-20 12:26:36 main:581] : INFO : Epoch 1813 | loss: 0.0311295 | val_loss: 0.0311686 | Time: 1964.81 ms
[2022-04-20 12:26:38 main:581] : INFO : Epoch 1814 | loss: 0.0311293 | val_loss: 0.0311727 | Time: 1959.1 ms
[2022-04-20 12:26:40 main:581] : INFO : Epoch 1815 | loss: 0.0311283 | val_loss: 0.0311761 | Time: 1967.48 ms
[2022-04-20 12:26:42 main:581] : INFO : Epoch 1816 | loss: 0.0311286 | val_loss: 0.0311717 | Time: 1961.92 ms
[2022-04-20 12:26:44 main:581] : INFO : Epoch 1817 | loss: 0.0311275 | val_loss: 0.0311714 | Time: 1964.3 ms
[2022-04-20 12:26:46 main:581] : INFO : Epoch 1818 | loss: 0.0311279 | val_loss: 0.0311721 | Time: 1964.36 ms
[2022-04-20 12:26:48 main:581] : INFO : Epoch 1819 | loss: 0.0311267 | val_loss: 0.0311706 | Time: 1959.08 ms
[2022-04-20 12:26:50 main:581] : INFO : Epoch 1820 | loss: 0.0311269 | val_loss: 0.0311728 | Time: 1961.65 ms
[2022-04-20 12:26:52 main:581] : INFO : Epoch 1821 | loss: 0.0311272 | val_loss: 0.031171 | Time: 1961.78 ms
[2022-04-20 12:26:54 main:581] : INFO : Epoch 1822 | loss: 0.0311276 | val_loss: 0.0311687 | Time: 1958.28 ms
[2022-04-20 12:26:56 main:581] : INFO : Epoch 1823 | loss: 0.0311302 | val_loss: 0.0311736 | Time: 1971 ms
[2022-04-20 12:26:58 main:581] : INFO : Epoch 1824 | loss: 0.0311274 | val_loss: 0.0311678 | Time: 1957.35 ms
[2022-04-20 12:27:00 main:581] : INFO : Epoch 1825 | loss: 0.0311276 | val_loss: 0.0311717 | Time: 1959.46 ms
[2022-04-20 12:27:02 main:581] : INFO : Epoch 1826 | loss: 0.031126 | val_loss: 0.0311724 | Time: 1968.87 ms
[2022-04-20 12:27:04 main:581] : INFO : Epoch 1827 | loss: 0.031126 | val_loss: 0.031169 | Time: 1963.82 ms
[2022-04-20 12:27:05 main:581] : INFO : Epoch 1828 | loss: 0.0311249 | val_loss: 0.0311767 | Time: 1973.97 ms
[2022-04-20 12:27:07 main:581] : INFO : Epoch 1829 | loss: 0.0311251 | val_loss: 0.0311771 | Time: 1957.2 ms
[2022-04-20 12:27:09 main:581] : INFO : Epoch 1830 | loss: 0.0311296 | val_loss: 0.031172 | Time: 1965.97 ms
[2022-04-20 12:27:11 main:581] : INFO : Epoch 1831 | loss: 0.0311333 | val_loss: 0.0311721 | Time: 1967.09 ms
[2022-04-20 12:27:13 main:581] : INFO : Epoch 1832 | loss: 0.0311317 | val_loss: 0.0311663 | Time: 1960.11 ms
[2022-04-20 12:27:15 main:581] : INFO : Epoch 1833 | loss: 0.0311337 | val_loss: 0.031167 | Time: 1962.97 ms
[2022-04-20 12:27:17 main:581] : INFO : Epoch 1834 | loss: 0.0311289 | val_loss: 0.0311701 | Time: 1962.78 ms
[2022-04-20 12:27:19 main:581] : INFO : Epoch 1835 | loss: 0.0311274 | val_loss: 0.0311667 | Time: 1957.74 ms
[2022-04-20 12:27:21 main:581] : INFO : Epoch 1836 | loss: 0.0311273 | val_loss: 0.0311626 | Time: 1969.26 ms
[2022-04-20 12:27:23 main:581] : INFO : Epoch 1837 | loss: 0.0311265 | val_loss: 0.0311691 | Time: 1957.52 ms
[2022-04-20 12:27:25 main:581] : INFO : Epoch 1838 | loss: 0.0311249 | val_loss: 0.0311745 | Time: 1965.88 ms
[2022-04-20 12:27:27 main:581] : INFO : Epoch 1839 | loss: 0.0311282 | val_loss: 0.0311679 | Time: 1958.73 ms
[2022-04-20 12:27:29 main:581] : INFO : Epoch 1840 | loss: 0.0311355 | val_loss: 0.031167 | Time: 1962.06 ms
[2022-04-20 12:27:31 main:581] : INFO : Epoch 1841 | loss: 0.0311298 | val_loss: 0.0311684 | Time: 1998.26 ms
[2022-04-20 12:27:33 main:581] : INFO : Epoch 1842 | loss: 0.0311291 | val_loss: 0.0311728 | Time: 1964.17 ms
[2022-04-20 12:27:35 main:581] : INFO : Epoch 1843 | loss: 0.0311291 | val_loss: 0.0311682 | Time: 1962.73 ms
[2022-04-20 12:27:37 main:581] : INFO : Epoch 1844 | loss: 0.0311277 | val_loss: 0.0311737 | Time: 1959.74 ms
[2022-04-20 12:27:39 main:581] : INFO : Epoch 1845 | loss: 0.0311292 | val_loss: 0.0311667 | Time: 1959.11 ms
[2022-04-20 12:27:41 main:581] : INFO : Epoch 1846 | loss: 0.0311273 | val_loss: 0.0311728 | Time: 1968.37 ms
[2022-04-20 12:27:43 main:581] : INFO : Epoch 1847 | loss: 0.0311248 | val_loss: 0.0311706 | Time: 1959.46 ms
[2022-04-20 12:27:45 main:581] : INFO : Epoch 1848 | loss: 0.031126 | val_loss: 0.0311765 | Time: 1966.8 ms
[2022-04-20 12:27:47 main:581] : INFO : Epoch 1849 | loss: 0.0311261 | val_loss: 0.0311802 | Time: 1957.07 ms
[2022-04-20 12:27:49 main:581] : INFO : Epoch 1850 | loss: 0.0311283 | val_loss: 0.0311739 | Time: 1959.61 ms
[2022-04-20 12:27:51 main:581] : INFO : Epoch 1851 | loss: 0.03113 | val_loss: 0.0311748 | Time: 1965.92 ms
[2022-04-20 12:27:53 main:581] : INFO : Epoch 1852 | loss: 0.0311308 | val_loss: 0.0311731 | Time: 1961.23 ms
[2022-04-20 12:27:55 main:581] : INFO : Epoch 1853 | loss: 0.0311293 | val_loss: 0.0311753 | Time: 1959.23 ms
[2022-04-20 12:27:57 main:581] : INFO : Epoch 1854 | loss: 0.0311324 | val_loss: 0.0311639 | Time: 1969.68 ms
[2022-04-20 12:27:59 main:581] : INFO : Epoch 1855 | loss: 0.0311339 | val_loss: 0.0311699 | Time: 1962.82 ms
[2022-04-20 12:28:00 main:581] : INFO : Epoch 1856 | loss: 0.0311324 | val_loss: 0.0311731 | Time: 1971.89 ms
[2022-04-20 12:28:02 main:581] : INFO : Epoch 1857 | loss: 0.0311332 | val_loss: 0.0311714 | Time: 1957.54 ms
[2022-04-20 12:28:04 main:581] : INFO : Epoch 1858 | loss: 0.0311389 | val_loss: 0.0311643 | Time: 1961.33 ms
[2022-04-20 12:28:06 main:581] : INFO : Epoch 1859 | loss: 0.031136 | val_loss: 0.0311698 | Time: 1964.63 ms
[2022-04-20 12:28:08 main:581] : INFO : Epoch 1860 | loss: 0.0311341 | val_loss: 0.0311694 | Time: 1962.66 ms
[2022-04-20 12:28:10 main:581] : INFO : Epoch 1861 | loss: 0.0311329 | val_loss: 0.0311704 | Time: 1968.7 ms
[2022-04-20 12:28:12 main:581] : INFO : Epoch 1862 | loss: 0.031133 | val_loss: 0.0311661 | Time: 1963.63 ms
[2022-04-20 12:28:14 main:581] : INFO : Epoch 1863 | loss: 0.0311347 | val_loss: 0.0311636 | Time: 1959.91 ms
[2022-04-20 12:28:16 main:581] : INFO : Epoch 1864 | loss: 0.0311341 | val_loss: 0.031169 | Time: 1975.57 ms
[2022-04-20 12:28:18 main:581] : INFO : Epoch 1865 | loss: 0.0311353 | val_loss: 0.0311682 | Time: 1963.45 ms
[2022-04-20 12:28:20 main:581] : INFO : Epoch 1866 | loss: 0.0311322 | val_loss: 0.0311653 | Time: 1977.76 ms
[2022-04-20 12:28:22 main:581] : INFO : Epoch 1867 | loss: 0.0311335 | val_loss: 0.0311712 | Time: 1964.65 ms
[2022-04-20 12:28:24 main:581] : INFO : Epoch 1868 | loss: 0.0311329 | val_loss: 0.0311637 | Time: 1959.69 ms
[2022-04-20 12:28:26 main:581] : INFO : Epoch 1869 | loss: 0.0311298 | val_loss: 0.0311696 | Time: 1978.48 ms
[2022-04-20 12:28:28 main:581] : INFO : Epoch 1870 | loss: 0.0311304 | val_loss: 0.0311723 | Time: 1962.62 ms
[2022-04-20 12:28:30 main:581] : INFO : Epoch 1871 | loss: 0.0311391 | val_loss: 0.0311674 | Time: 1978.08 ms
[2022-04-20 12:28:32 main:581] : INFO : Epoch 1872 | loss: 0.0311373 | val_loss: 0.0311679 | Time: 1956.75 ms
[2022-04-20 12:28:34 main:581] : INFO : Epoch 1873 | loss: 0.0311314 | val_loss: 0.0311662 | Time: 1962.23 ms
[2022-04-20 12:28:36 main:581] : INFO : Epoch 1874 | loss: 0.0311285 | val_loss: 0.0311701 | Time: 1961.53 ms
[2022-04-20 12:28:38 main:581] : INFO : Epoch 1875 | loss: 0.0311279 | val_loss: 0.0311759 | Time: 1959.71 ms
[2022-04-20 12:28:40 main:581] : INFO : Epoch 1876 | loss: 0.0311313 | val_loss: 0.0311639 | Time: 1967.6 ms
[2022-04-20 12:28:42 main:581] : INFO : Epoch 1877 | loss: 0.0311348 | val_loss: 0.0311659 | Time: 1967.01 ms
[2022-04-20 12:28:44 main:581] : INFO : Epoch 1878 | loss: 0.0311352 | val_loss: 0.031165 | Time: 1959.31 ms
[2022-04-20 12:28:46 main:581] : INFO : Epoch 1879 | loss: 0.0311311 | val_loss: 0.031169 | Time: 1969.96 ms
[2022-04-20 12:28:48 main:581] : INFO : Epoch 1880 | loss: 0.0311336 | val_loss: 0.0311697 | Time: 1954.8 ms
[2022-04-20 12:28:50 main:581] : INFO : Epoch 1881 | loss: 0.0311368 | val_loss: 0.0311957 | Time: 1958.7 ms
[2022-04-20 12:28:52 main:581] : INFO : Epoch 1882 | loss: 0.0311423 | val_loss: 0.0311652 | Time: 1964.37 ms
[2022-04-20 12:28:54 main:581] : INFO : Epoch 1883 | loss: 0.0311354 | val_loss: 0.0311693 | Time: 1962.56 ms
[2022-04-20 12:28:55 main:581] : INFO : Epoch 1884 | loss: 0.0311308 | val_loss: 0.0311705 | Time: 1964.63 ms
[2022-04-20 12:28:57 main:581] : INFO : Epoch 1885 | loss: 0.0311311 | val_loss: 0.0311737 | Time: 1961.79 ms
[2022-04-20 12:28:59 main:581] : INFO : Epoch 1886 | loss: 0.0311296 | val_loss: 0.0311669 | Time: 1956.97 ms
[2022-04-20 12:29:01 main:581] : INFO : Epoch 1887 | loss: 0.0311254 | val_loss: 0.0311677 | Time: 1965.97 ms
[2022-04-20 12:29:03 main:581] : INFO : Epoch 1888 | loss: 0.0311251 | val_loss: 0.0311705 | Time: 1957.86 ms
[2022-04-20 12:29:05 main:581] : INFO : Epoch 1889 | loss: 0.0311241 | val_loss: 0.0311807 | Time: 1986.44 ms
[2022-04-20 12:29:07 main:581] : INFO : Epoch 1890 | loss: 0.0311226 | val_loss: 0.0311685 | Time: 1960.02 ms
[2022-04-20 12:29:09 main:581] : INFO : Epoch 1891 | loss: 0.0311217 | val_loss: 0.0311758 | Time: 1962.14 ms
[2022-04-20 12:29:11 main:581] : INFO : Epoch 1892 | loss: 0.0311218 | val_loss: 0.0311752 | Time: 1964.82 ms
[2022-04-20 12:29:13 main:581] : INFO : Epoch 1893 | loss: 0.0311227 | val_loss: 0.0311781 | Time: 1959.27 ms
[2022-04-20 12:29:15 main:581] : INFO : Epoch 1894 | loss: 0.0311235 | val_loss: 0.0311727 | Time: 1963.77 ms
[2022-04-20 12:29:17 main:581] : INFO : Epoch 1895 | loss: 0.0311241 | val_loss: 0.0311768 | Time: 1963.51 ms
[2022-04-20 12:29:19 main:581] : INFO : Epoch 1896 | loss: 0.0311227 | val_loss: 0.0311732 | Time: 1957.66 ms
[2022-04-20 12:29:21 main:581] : INFO : Epoch 1897 | loss: 0.0311229 | val_loss: 0.0311703 | Time: 1989.33 ms
[2022-04-20 12:29:23 main:581] : INFO : Epoch 1898 | loss: 0.0311247 | val_loss: 0.0311714 | Time: 1962.11 ms
[2022-04-20 12:29:25 main:581] : INFO : Epoch 1899 | loss: 0.0311215 | val_loss: 0.031176 | Time: 1966.41 ms
[2022-04-20 12:29:27 main:581] : INFO : Epoch 1900 | loss: 0.0311283 | val_loss: 0.0311715 | Time: 1959.78 ms
[2022-04-20 12:29:29 main:581] : INFO : Epoch 1901 | loss: 0.0311367 | val_loss: 0.0311717 | Time: 1967.36 ms
[2022-04-20 12:29:31 main:581] : INFO : Epoch 1902 | loss: 0.0311407 | val_loss: 0.031168 | Time: 1964.2 ms
[2022-04-20 12:29:33 main:581] : INFO : Epoch 1903 | loss: 0.0311337 | val_loss: 0.0311631 | Time: 1961.19 ms
[2022-04-20 12:29:35 main:581] : INFO : Epoch 1904 | loss: 0.0311313 | val_loss: 0.0311756 | Time: 1963.51 ms
[2022-04-20 12:29:37 main:581] : INFO : Epoch 1905 | loss: 0.0311295 | val_loss: 0.0311724 | Time: 1961.55 ms
[2022-04-20 12:29:39 main:581] : INFO : Epoch 1906 | loss: 0.0311269 | val_loss: 0.0311749 | Time: 1957.49 ms
[2022-04-20 12:29:41 main:581] : INFO : Epoch 1907 | loss: 0.0311267 | val_loss: 0.0311695 | Time: 1983.86 ms
[2022-04-20 12:29:43 main:581] : INFO : Epoch 1908 | loss: 0.0311263 | val_loss: 0.0311674 | Time: 1962.72 ms
[2022-04-20 12:29:45 main:581] : INFO : Epoch 1909 | loss: 0.0311298 | val_loss: 0.031174 | Time: 1967.48 ms
[2022-04-20 12:29:47 main:581] : INFO : Epoch 1910 | loss: 0.0311256 | val_loss: 0.0311706 | Time: 1965.58 ms
[2022-04-20 12:29:49 main:581] : INFO : Epoch 1911 | loss: 0.0311286 | val_loss: 0.0311672 | Time: 1955.22 ms
[2022-04-20 12:29:51 main:581] : INFO : Epoch 1912 | loss: 0.0311266 | val_loss: 0.0311681 | Time: 1974.12 ms
[2022-04-20 12:29:52 main:581] : INFO : Epoch 1913 | loss: 0.0311254 | val_loss: 0.0311703 | Time: 1959.35 ms
[2022-04-20 12:29:54 main:581] : INFO : Epoch 1914 | loss: 0.0311244 | val_loss: 0.0311686 | Time: 1962.77 ms
[2022-04-20 12:29:56 main:581] : INFO : Epoch 1915 | loss: 0.0311223 | val_loss: 0.0311749 | Time: 1964.98 ms
[2022-04-20 12:29:58 main:581] : INFO : Epoch 1916 | loss: 0.0311222 | val_loss: 0.0311747 | Time: 1963.33 ms
[2022-04-20 12:30:00 main:581] : INFO : Epoch 1917 | loss: 0.031122 | val_loss: 0.0311767 | Time: 1962.55 ms
[2022-04-20 12:30:02 main:581] : INFO : Epoch 1918 | loss: 0.0311205 | val_loss: 0.0311776 | Time: 1961.34 ms
[2022-04-20 12:30:04 main:581] : INFO : Epoch 1919 | loss: 0.0311201 | val_loss: 0.0311748 | Time: 1955.99 ms
[2022-04-20 12:30:06 main:581] : INFO : Epoch 1920 | loss: 0.0311292 | val_loss: 0.0311661 | Time: 1968.97 ms
[2022-04-20 12:30:08 main:581] : INFO : Epoch 1921 | loss: 0.0311333 | val_loss: 0.0311653 | Time: 1957.97 ms
[2022-04-20 12:30:10 main:581] : INFO : Epoch 1922 | loss: 0.0311286 | val_loss: 0.0311689 | Time: 1971.43 ms
[2022-04-20 12:30:12 main:581] : INFO : Epoch 1923 | loss: 0.0311277 | val_loss: 0.031166 | Time: 1959.04 ms
[2022-04-20 12:30:14 main:581] : INFO : Epoch 1924 | loss: 0.0311235 | val_loss: 0.0311672 | Time: 1956.98 ms
[2022-04-20 12:30:16 main:581] : INFO : Epoch 1925 | loss: 0.0311228 | val_loss: 0.0311737 | Time: 1963.79 ms
[2022-04-20 12:30:18 main:581] : INFO : Epoch 1926 | loss: 0.0311207 | val_loss: 0.0311751 | Time: 1960.34 ms
[2022-04-20 12:30:20 main:581] : INFO : Epoch 1927 | loss: 0.0311214 | val_loss: 0.0311714 | Time: 1963.33 ms
[2022-04-20 12:30:22 main:581] : INFO : Epoch 1928 | loss: 0.0311219 | val_loss: 0.031176 | Time: 1964.32 ms
[2022-04-20 12:30:24 main:581] : INFO : Epoch 1929 | loss: 0.0311194 | val_loss: 0.0311714 | Time: 1955.7 ms
[2022-04-20 12:30:26 main:581] : INFO : Epoch 1930 | loss: 0.0311197 | val_loss: 0.0311732 | Time: 1966.6 ms
[2022-04-20 12:30:28 main:581] : INFO : Epoch 1931 | loss: 0.0311212 | val_loss: 0.0311741 | Time: 1956.18 ms
[2022-04-20 12:30:30 main:581] : INFO : Epoch 1932 | loss: 0.0311208 | val_loss: 0.031173 | Time: 1966.47 ms
[2022-04-20 12:30:32 main:581] : INFO : Epoch 1933 | loss: 0.0311213 | val_loss: 0.0311786 | Time: 1958.44 ms
[2022-04-20 12:30:34 main:581] : INFO : Epoch 1934 | loss: 0.0311209 | val_loss: 0.0311771 | Time: 1962.56 ms
[2022-04-20 12:30:36 main:581] : INFO : Epoch 1935 | loss: 0.0311203 | val_loss: 0.0311706 | Time: 1960.58 ms
[2022-04-20 12:30:38 main:581] : INFO : Epoch 1936 | loss: 0.0311207 | val_loss: 0.0311693 | Time: 1959.72 ms
[2022-04-20 12:30:40 main:581] : INFO : Epoch 1937 | loss: 0.0311207 | val_loss: 0.0311712 | Time: 1957.2 ms
[2022-04-20 12:30:42 main:581] : INFO : Epoch 1938 | loss: 0.0311199 | val_loss: 0.0311693 | Time: 1968.26 ms
[2022-04-20 12:30:43 main:581] : INFO : Epoch 1939 | loss: 0.0311196 | val_loss: 0.0311731 | Time: 1958.29 ms
[2022-04-20 12:30:45 main:581] : INFO : Epoch 1940 | loss: 0.0311191 | val_loss: 0.0311702 | Time: 1968.42 ms
[2022-04-20 12:30:47 main:581] : INFO : Epoch 1941 | loss: 0.0311169 | val_loss: 0.031173 | Time: 1957.42 ms
[2022-04-20 12:30:49 main:581] : INFO : Epoch 1942 | loss: 0.031116 | val_loss: 0.0311781 | Time: 1959.9 ms
[2022-04-20 12:30:51 main:581] : INFO : Epoch 1943 | loss: 0.0311142 | val_loss: 0.0311772 | Time: 1963.13 ms
[2022-04-20 12:30:53 main:581] : INFO : Epoch 1944 | loss: 0.0311163 | val_loss: 0.0311767 | Time: 1957.65 ms
[2022-04-20 12:30:55 main:581] : INFO : Epoch 1945 | loss: 0.0311153 | val_loss: 0.0311766 | Time: 1968.63 ms
[2022-04-20 12:30:57 main:581] : INFO : Epoch 1946 | loss: 0.031116 | val_loss: 0.0311723 | Time: 1957.74 ms
[2022-04-20 12:30:59 main:581] : INFO : Epoch 1947 | loss: 0.0311178 | val_loss: 0.0311749 | Time: 1958.75 ms
[2022-04-20 12:31:01 main:581] : INFO : Epoch 1948 | loss: 0.0311171 | val_loss: 0.0311735 | Time: 1961.33 ms
[2022-04-20 12:31:03 main:581] : INFO : Epoch 1949 | loss: 0.0311157 | val_loss: 0.0311794 | Time: 1958.96 ms
[2022-04-20 12:31:05 main:581] : INFO : Epoch 1950 | loss: 0.0311183 | val_loss: 0.031179 | Time: 1963.81 ms
[2022-04-20 12:31:07 main:581] : INFO : Epoch 1951 | loss: 0.0311215 | val_loss: 0.0311741 | Time: 1963.08 ms
[2022-04-20 12:31:09 main:581] : INFO : Epoch 1952 | loss: 0.0311189 | val_loss: 0.0311716 | Time: 1957.1 ms
[2022-04-20 12:31:11 main:581] : INFO : Epoch 1953 | loss: 0.0311174 | val_loss: 0.0311758 | Time: 1969.62 ms
[2022-04-20 12:31:13 main:581] : INFO : Epoch 1954 | loss: 0.0311178 | val_loss: 0.0311759 | Time: 1957.45 ms
[2022-04-20 12:31:15 main:581] : INFO : Epoch 1955 | loss: 0.0311191 | val_loss: 0.0311821 | Time: 1965.01 ms
[2022-04-20 12:31:17 main:581] : INFO : Epoch 1956 | loss: 0.0311148 | val_loss: 0.0311782 | Time: 1957.18 ms
[2022-04-20 12:31:19 main:581] : INFO : Epoch 1957 | loss: 0.031117 | val_loss: 0.0311735 | Time: 1959.85 ms
[2022-04-20 12:31:21 main:581] : INFO : Epoch 1958 | loss: 0.0311172 | val_loss: 0.0311747 | Time: 1965.87 ms
[2022-04-20 12:31:23 main:581] : INFO : Epoch 1959 | loss: 0.0311177 | val_loss: 0.031186 | Time: 1965.32 ms
[2022-04-20 12:31:25 main:581] : INFO : Epoch 1960 | loss: 0.0311179 | val_loss: 0.0311822 | Time: 1960.87 ms
[2022-04-20 12:31:27 main:581] : INFO : Epoch 1961 | loss: 0.031113 | val_loss: 0.0311792 | Time: 1964.16 ms
[2022-04-20 12:31:29 main:581] : INFO : Epoch 1962 | loss: 0.0311124 | val_loss: 0.0311858 | Time: 1959.86 ms
[2022-04-20 12:31:31 main:581] : INFO : Epoch 1963 | loss: 0.031121 | val_loss: 0.0311807 | Time: 1968.33 ms
[2022-04-20 12:31:33 main:581] : INFO : Epoch 1964 | loss: 0.0311203 | val_loss: 0.0311803 | Time: 1961.52 ms
[2022-04-20 12:31:35 main:581] : INFO : Epoch 1965 | loss: 0.03112 | val_loss: 0.0311742 | Time: 1962.6 ms
[2022-04-20 12:31:36 main:581] : INFO : Epoch 1966 | loss: 0.0311191 | val_loss: 0.0311729 | Time: 1962.52 ms
[2022-04-20 12:31:38 main:581] : INFO : Epoch 1967 | loss: 0.0311182 | val_loss: 0.0311731 | Time: 1960.17 ms
[2022-04-20 12:31:40 main:581] : INFO : Epoch 1968 | loss: 0.0311187 | val_loss: 0.0311858 | Time: 1963.08 ms
[2022-04-20 12:31:42 main:581] : INFO : Epoch 1969 | loss: 0.0311136 | val_loss: 0.0311747 | Time: 1961.56 ms
[2022-04-20 12:31:44 main:581] : INFO : Epoch 1970 | loss: 0.0311134 | val_loss: 0.0311774 | Time: 1958.29 ms
[2022-04-20 12:31:46 main:581] : INFO : Epoch 1971 | loss: 0.0311124 | val_loss: 0.0311754 | Time: 1971.07 ms
[2022-04-20 12:31:48 main:581] : INFO : Epoch 1972 | loss: 0.0311164 | val_loss: 0.0311728 | Time: 1958.79 ms
[2022-04-20 12:31:50 main:581] : INFO : Epoch 1973 | loss: 0.0311152 | val_loss: 0.0311757 | Time: 1987.42 ms
[2022-04-20 12:31:52 main:581] : INFO : Epoch 1974 | loss: 0.0311206 | val_loss: 0.0311797 | Time: 1958.34 ms
[2022-04-20 12:31:54 main:581] : INFO : Epoch 1975 | loss: 0.0311199 | val_loss: 0.0311711 | Time: 1961.27 ms
[2022-04-20 12:31:56 main:581] : INFO : Epoch 1976 | loss: 0.0311203 | val_loss: 0.0311753 | Time: 1973.01 ms
[2022-04-20 12:31:58 main:581] : INFO : Epoch 1977 | loss: 0.0311204 | val_loss: 0.0311743 | Time: 1960.78 ms
[2022-04-20 12:32:00 main:581] : INFO : Epoch 1978 | loss: 0.0311158 | val_loss: 0.031183 | Time: 1962.67 ms
[2022-04-20 12:32:02 main:581] : INFO : Epoch 1979 | loss: 0.0311186 | val_loss: 0.031176 | Time: 1962.21 ms
[2022-04-20 12:32:04 main:581] : INFO : Epoch 1980 | loss: 0.0311178 | val_loss: 0.0311742 | Time: 1958.62 ms
[2022-04-20 12:32:06 main:581] : INFO : Epoch 1981 | loss: 0.0311234 | val_loss: 0.0311863 | Time: 1968.8 ms
[2022-04-20 12:32:08 main:581] : INFO : Epoch 1982 | loss: 0.0311193 | val_loss: 0.0311777 | Time: 1961.21 ms
[2022-04-20 12:32:10 main:581] : INFO : Epoch 1983 | loss: 0.0311166 | val_loss: 0.031175 | Time: 1966.34 ms
[2022-04-20 12:32:12 main:581] : INFO : Epoch 1984 | loss: 0.0311182 | val_loss: 0.0311764 | Time: 1964.36 ms
[2022-04-20 12:32:14 main:581] : INFO : Epoch 1985 | loss: 0.0311161 | val_loss: 0.0311732 | Time: 1958.53 ms
[2022-04-20 12:32:16 main:581] : INFO : Epoch 1986 | loss: 0.031119 | val_loss: 0.0311791 | Time: 1970.08 ms
[2022-04-20 12:32:18 main:581] : INFO : Epoch 1987 | loss: 0.031121 | val_loss: 0.0311775 | Time: 1960.36 ms
[2022-04-20 12:32:20 main:581] : INFO : Epoch 1988 | loss: 0.0311186 | val_loss: 0.031175 | Time: 1972.67 ms
[2022-04-20 12:32:22 main:581] : INFO : Epoch 1989 | loss: 0.0311223 | val_loss: 0.0311745 | Time: 1965.66 ms
[2022-04-20 12:32:24 main:581] : INFO : Epoch 1990 | loss: 0.0311191 | val_loss: 0.0311744 | Time: 1963.02 ms
[2022-04-20 12:32:26 main:581] : INFO : Epoch 1991 | loss: 0.0311161 | val_loss: 0.0311833 | Time: 1965.37 ms
[2022-04-20 12:32:28 main:581] : INFO : Epoch 1992 | loss: 0.031141 | val_loss: 0.0311744 | Time: 1960.9 ms
[2022-04-20 12:32:30 main:581] : INFO : Epoch 1993 | loss: 0.0311454 | val_loss: 0.0311692 | Time: 1957.88 ms
[2022-04-20 12:32:31 main:581] : INFO : Epoch 1994 | loss: 0.0311421 | val_loss: 0.0311752 | Time: 1968.45 ms
[2022-04-20 12:32:33 main:581] : INFO : Epoch 1995 | loss: 0.0311402 | val_loss: 0.0311693 | Time: 1958 ms
[2022-04-20 12:32:35 main:581] : INFO : Epoch 1996 | loss: 0.0311338 | val_loss: 0.0311655 | Time: 1987.31 ms
[2022-04-20 12:32:37 main:581] : INFO : Epoch 1997 | loss: 0.0311314 | val_loss: 0.0311668 | Time: 1955.34 ms
[2022-04-20 12:32:39 main:581] : INFO : Epoch 1998 | loss: 0.0311295 | val_loss: 0.0311719 | Time: 1959.08 ms
[2022-04-20 12:32:41 main:581] : INFO : Epoch 1999 | loss: 0.0311274 | val_loss: 0.0311746 | Time: 1963.63 ms
[2022-04-20 12:32:43 main:581] : INFO : Epoch 2000 | loss: 0.0311379 | val_loss: 0.0311693 | Time: 1959.88 ms
[2022-04-20 12:32:45 main:581] : INFO : Epoch 2001 | loss: 0.0311433 | val_loss: 0.0311697 | Time: 1966.55 ms
[2022-04-20 12:32:47 main:581] : INFO : Epoch 2002 | loss: 0.0311395 | val_loss: 0.0311652 | Time: 1960.69 ms
[2022-04-20 12:32:49 main:581] : INFO : Epoch 2003 | loss: 0.0311355 | val_loss: 0.0311702 | Time: 1955.46 ms
[2022-04-20 12:32:51 main:581] : INFO : Epoch 2004 | loss: 0.0311331 | val_loss: 0.0311705 | Time: 1967.66 ms
[2022-04-20 12:32:53 main:581] : INFO : Epoch 2005 | loss: 0.0311298 | val_loss: 0.0311724 | Time: 1960.23 ms
[2022-04-20 12:32:55 main:581] : INFO : Epoch 2006 | loss: 0.0311286 | val_loss: 0.0311709 | Time: 1970.46 ms
[2022-04-20 12:32:57 main:581] : INFO : Epoch 2007 | loss: 0.0311286 | val_loss: 0.0311719 | Time: 1960.53 ms
[2022-04-20 12:32:59 main:581] : INFO : Epoch 2008 | loss: 0.0311259 | val_loss: 0.0311652 | Time: 1964.36 ms
[2022-04-20 12:33:01 main:581] : INFO : Epoch 2009 | loss: 0.0311258 | val_loss: 0.031174 | Time: 1964.4 ms
[2022-04-20 12:33:03 main:581] : INFO : Epoch 2010 | loss: 0.0311248 | val_loss: 0.0311754 | Time: 1960.05 ms
[2022-04-20 12:33:05 main:581] : INFO : Epoch 2011 | loss: 0.0311237 | val_loss: 0.0311708 | Time: 1962.91 ms
[2022-04-20 12:33:07 main:581] : INFO : Epoch 2012 | loss: 0.0311249 | val_loss: 0.0311691 | Time: 1962.97 ms
[2022-04-20 12:33:09 main:581] : INFO : Epoch 2013 | loss: 0.0311218 | val_loss: 0.0311703 | Time: 1958.11 ms
[2022-04-20 12:33:11 main:581] : INFO : Epoch 2014 | loss: 0.0311204 | val_loss: 0.0311656 | Time: 1968.27 ms
[2022-04-20 12:33:13 main:581] : INFO : Epoch 2015 | loss: 0.0311251 | val_loss: 0.0311686 | Time: 1956.76 ms
[2022-04-20 12:33:15 main:581] : INFO : Epoch 2016 | loss: 0.0311221 | val_loss: 0.0311699 | Time: 1961.41 ms
[2022-04-20 12:33:17 main:581] : INFO : Epoch 2017 | loss: 0.0311211 | val_loss: 0.0311704 | Time: 1963.75 ms
[2022-04-20 12:33:19 main:581] : INFO : Epoch 2018 | loss: 0.0311237 | val_loss: 0.0311687 | Time: 1962.64 ms
[2022-04-20 12:33:21 main:581] : INFO : Epoch 2019 | loss: 0.0311273 | val_loss: 0.0311632 | Time: 1963.24 ms
[2022-04-20 12:33:23 main:581] : INFO : Epoch 2020 | loss: 0.0311308 | val_loss: 0.0311699 | Time: 1961.7 ms
[2022-04-20 12:33:24 main:581] : INFO : Epoch 2021 | loss: 0.0311235 | val_loss: 0.0311684 | Time: 1959.13 ms
[2022-04-20 12:33:26 main:581] : INFO : Epoch 2022 | loss: 0.0311212 | val_loss: 0.0311738 | Time: 1962.23 ms
[2022-04-20 12:33:28 main:581] : INFO : Epoch 2023 | loss: 0.0311208 | val_loss: 0.0311655 | Time: 1961.31 ms
[2022-04-20 12:33:30 main:581] : INFO : Epoch 2024 | loss: 0.0311204 | val_loss: 0.0311732 | Time: 1964.61 ms
[2022-04-20 12:33:32 main:581] : INFO : Epoch 2025 | loss: 0.0311218 | val_loss: 0.0311692 | Time: 1962.45 ms
[2022-04-20 12:33:34 main:581] : INFO : Epoch 2026 | loss: 0.0311211 | val_loss: 0.0311707 | Time: 1960.25 ms
[2022-04-20 12:33:36 main:581] : INFO : Epoch 2027 | loss: 0.0311455 | val_loss: 0.0311678 | Time: 1967.62 ms
[2022-04-20 12:33:38 main:581] : INFO : Epoch 2028 | loss: 0.0311526 | val_loss: 0.0311608 | Time: 1955.13 ms
[2022-04-20 12:33:40 main:581] : INFO : Epoch 2029 | loss: 0.0311463 | val_loss: 0.0311601 | Time: 1966.37 ms
[2022-04-20 12:33:42 main:581] : INFO : Epoch 2030 | loss: 0.0311409 | val_loss: 0.0311606 | Time: 1957.8 ms
[2022-04-20 12:33:44 main:581] : INFO : Epoch 2031 | loss: 0.0311374 | val_loss: 0.0311592 | Time: 1961.63 ms
[2022-04-20 12:33:46 main:581] : INFO : Epoch 2032 | loss: 0.0311348 | val_loss: 0.0311605 | Time: 1968.5 ms
[2022-04-20 12:33:48 main:581] : INFO : Epoch 2033 | loss: 0.0311318 | val_loss: 0.0311607 | Time: 1963.65 ms
[2022-04-20 12:33:50 main:581] : INFO : Epoch 2034 | loss: 0.0311287 | val_loss: 0.0311582 | Time: 1965.19 ms
[2022-04-20 12:33:52 main:581] : INFO : Epoch 2035 | loss: 0.0311289 | val_loss: 0.0311611 | Time: 1969.08 ms
[2022-04-20 12:33:54 main:581] : INFO : Epoch 2036 | loss: 0.0311294 | val_loss: 0.0311642 | Time: 1965.21 ms
[2022-04-20 12:33:56 main:581] : INFO : Epoch 2037 | loss: 0.0311288 | val_loss: 0.0311621 | Time: 1970.68 ms
[2022-04-20 12:33:58 main:581] : INFO : Epoch 2038 | loss: 0.0311265 | val_loss: 0.0311633 | Time: 1959 ms
[2022-04-20 12:34:00 main:581] : INFO : Epoch 2039 | loss: 0.0311265 | val_loss: 0.031166 | Time: 1967.68 ms
[2022-04-20 12:34:02 main:581] : INFO : Epoch 2040 | loss: 0.0311307 | val_loss: 0.0311696 | Time: 1959.01 ms
[2022-04-20 12:34:04 main:581] : INFO : Epoch 2041 | loss: 0.0311261 | val_loss: 0.0311647 | Time: 1958.76 ms
[2022-04-20 12:34:06 main:581] : INFO : Epoch 2042 | loss: 0.0311241 | val_loss: 0.0311672 | Time: 1965 ms
[2022-04-20 12:34:08 main:581] : INFO : Epoch 2043 | loss: 0.0311259 | val_loss: 0.031161 | Time: 1962.12 ms
[2022-04-20 12:34:10 main:581] : INFO : Epoch 2044 | loss: 0.0311254 | val_loss: 0.0311665 | Time: 1960.42 ms
[2022-04-20 12:34:12 main:581] : INFO : Epoch 2045 | loss: 0.0311212 | val_loss: 0.031169 | Time: 1967.46 ms
[2022-04-20 12:34:14 main:581] : INFO : Epoch 2046 | loss: 0.0311202 | val_loss: 0.0311662 | Time: 1958.41 ms
[2022-04-20 12:34:16 main:581] : INFO : Epoch 2047 | loss: 0.0311167 | val_loss: 0.0311712 | Time: 1966.8 ms
[2022-04-20 12:34:17 main:581] : INFO : Epoch 2048 | loss: 0.0311168 | val_loss: 0.0311735 | Time: 1958.66 ms
[2022-04-20 12:34:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735
[2022-04-20 12:34:17 main:610] : INFO : Saving end state to config to file
[2022-04-20 12:34:17 main:615] : INFO : Success, exiting..
12:34:17 (2769718): 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)