Task 14624180
| Name | ParityModified-1647042847-22044-3-0_1 |
| Workunit | 11612090 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 19 Apr 2022, 0:51:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 14 min 59 sec |
| CPU time | 1 hours 11 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 2089.89 ms [2022-04-19 02:32:40 main:574] : INFO : Epoch 1543 | loss: 0.0311623 | val_loss: 0.0311661 | Time: 2086.7 ms [2022-04-19 02:32:42 main:574] : INFO : Epoch 1544 | loss: 0.0311623 | val_loss: 0.0311743 | Time: 2109.9 ms [2022-04-19 02:32:44 main:574] : INFO : Epoch 1545 | loss: 0.0311634 | val_loss: 0.031175 | Time: 2053.63 ms [2022-04-19 02:32:46 main:574] : INFO : Epoch 1546 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 2071.86 ms [2022-04-19 02:32:48 main:574] : INFO : Epoch 1547 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 2071.95 ms [2022-04-19 02:32:50 main:574] : INFO : Epoch 1548 | loss: 0.0311648 | val_loss: 0.03117 | Time: 2051.09 ms [2022-04-19 02:32:53 main:574] : INFO : Epoch 1549 | loss: 0.0311682 | val_loss: 0.0311863 | Time: 2093.04 ms [2022-04-19 02:32:55 main:574] : INFO : Epoch 1550 | loss: 0.0311635 | val_loss: 0.0311652 | Time: 2097.63 ms [2022-04-19 02:32:57 main:574] : INFO : Epoch 1551 | loss: 0.0311636 | val_loss: 0.0311664 | Time: 2094.08 ms [2022-04-19 02:32:59 main:574] : INFO : Epoch 1552 | loss: 0.0311673 | val_loss: 0.0311645 | Time: 2092 ms [2022-04-19 02:33:01 main:574] : INFO : Epoch 1553 | loss: 0.031167 | val_loss: 0.0311671 | Time: 2076.46 ms [2022-04-19 02:33:03 main:574] : INFO : Epoch 1554 | loss: 0.0311707 | val_loss: 0.0311646 | Time: 2083.38 ms [2022-04-19 02:33:05 main:574] : INFO : Epoch 1555 | loss: 0.0311635 | val_loss: 0.0311647 | Time: 2092.53 ms [2022-04-19 02:33:08 main:574] : INFO : Epoch 1556 | loss: 0.031165 | val_loss: 0.0311684 | Time: 2128.78 ms [2022-04-19 02:33:10 main:574] : INFO : Epoch 1557 | loss: 0.0311664 | val_loss: 0.0311664 | Time: 2085.99 ms [2022-04-19 02:33:12 main:574] : INFO : Epoch 1558 | loss: 0.0311778 | val_loss: 0.0311746 | Time: 2091.83 ms [2022-04-19 02:33:14 main:574] : INFO : Epoch 1559 | loss: 0.0311668 | val_loss: 0.0311677 | Time: 2124.84 ms [2022-04-19 02:33:16 main:574] : INFO : Epoch 1560 | loss: 0.0311701 | val_loss: 0.0311655 | Time: 2107.47 ms [2022-04-19 02:33:18 main:574] : INFO : Epoch 1561 | loss: 0.0311633 | val_loss: 0.0311642 | Time: 2064.91 ms [2022-04-19 02:33:21 main:574] : INFO : Epoch 1562 | loss: 0.0311639 | val_loss: 0.0311649 | Time: 2080.15 ms [2022-04-19 02:33:23 main:574] : INFO : Epoch 1563 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 2023.42 ms [2022-04-19 02:33:25 main:574] : INFO : Epoch 1564 | loss: 0.0311685 | val_loss: 0.0311662 | Time: 2040.81 ms [2022-04-19 02:33:27 main:574] : INFO : Epoch 1565 | loss: 0.0311638 | val_loss: 0.0311678 | Time: 2107.07 ms [2022-04-19 02:33:29 main:574] : INFO : Epoch 1566 | loss: 0.0311627 | val_loss: 0.0311634 | Time: 2118.78 ms [2022-04-19 02:33:31 main:574] : INFO : Epoch 1567 | loss: 0.0311608 | val_loss: 0.0311623 | Time: 2040.19 ms [2022-04-19 02:33:33 main:574] : INFO : Epoch 1568 | loss: 0.0311592 | val_loss: 0.0311639 | Time: 2052.12 ms [2022-04-19 02:33:35 main:574] : INFO : Epoch 1569 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 2063.28 ms [2022-04-19 02:33:37 main:574] : INFO : Epoch 1570 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 2065.28 ms [2022-04-19 02:33:40 main:574] : INFO : Epoch 1571 | loss: 0.0311582 | val_loss: 0.0311638 | Time: 2065.31 ms [2022-04-19 02:33:42 main:574] : INFO : Epoch 1572 | loss: 0.0311575 | val_loss: 0.0311633 | Time: 2068.93 ms [2022-04-19 02:33:44 main:574] : INFO : Epoch 1573 | loss: 0.031159 | val_loss: 0.0311748 | Time: 2095.3 ms [2022-04-19 02:33:46 main:574] : INFO : Epoch 1574 | loss: 0.0311612 | val_loss: 0.0311788 | Time: 2084.91 ms [2022-04-19 02:33:48 main:574] : INFO : Epoch 1575 | loss: 0.0311764 | val_loss: 0.0311712 | Time: 2117.98 ms [2022-04-19 02:33:50 main:574] : INFO : Epoch 1576 | loss: 0.0311571 | val_loss: 0.0311621 | Time: 2106.99 ms [2022-04-19 02:33:52 main:574] : INFO : Epoch 1577 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 2062.58 ms [2022-04-19 02:33:54 main:574] : INFO : Epoch 1578 | loss: 0.0311567 | val_loss: 0.0311645 | Time: 2076.62 ms [2022-04-19 02:33:57 main:574] : INFO : Epoch 1579 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 2052.36 ms [2022-04-19 02:33:59 main:574] : INFO : Epoch 1580 | loss: 0.0311582 | val_loss: 0.0311682 | Time: 2094.91 ms [2022-04-19 02:34:01 main:574] : INFO : Epoch 1581 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 2036.06 ms [2022-04-19 02:34:03 main:574] : INFO : Epoch 1582 | loss: 0.0311689 | val_loss: 0.031164 | Time: 2098.26 ms [2022-04-19 02:34:05 main:574] : INFO : Epoch 1583 | loss: 0.0311608 | val_loss: 0.0311637 | Time: 2094.45 ms [2022-04-19 02:34:07 main:574] : INFO : Epoch 1584 | loss: 0.0311586 | val_loss: 0.0311639 | Time: 2071.04 ms [2022-04-19 02:34:09 main:574] : INFO : Epoch 1585 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 2078.65 ms [2022-04-19 02:34:11 main:574] : INFO : Epoch 1586 | loss: 0.0311652 | val_loss: 0.0311636 | Time: 2045.89 ms [2022-04-19 02:34:14 main:574] : INFO : Epoch 1587 | loss: 0.0311576 | val_loss: 0.0311624 | Time: 2077.11 ms [2022-04-19 02:34:16 main:574] : INFO : Epoch 1588 | loss: 0.0311581 | val_loss: 0.0311635 | Time: 2102.26 ms [2022-04-19 02:34:18 main:574] : INFO : Epoch 1589 | loss: 0.0311559 | val_loss: 0.0311685 | Time: 2082.78 ms [2022-04-19 02:34:20 main:574] : INFO : Epoch 1590 | loss: 0.0311565 | val_loss: 0.0311645 | Time: 2085.5 ms [2022-04-19 02:34:22 main:574] : INFO : Epoch 1591 | loss: 0.031159 | val_loss: 0.0311869 | Time: 2069.28 ms [2022-04-19 02:34:24 main:574] : INFO : Epoch 1592 | loss: 0.0311663 | val_loss: 0.0311632 | Time: 2065.27 ms [2022-04-19 02:34:26 main:574] : INFO : Epoch 1593 | loss: 0.0311672 | val_loss: 0.031175 | Time: 2102.83 ms [2022-04-19 02:34:29 main:574] : INFO : Epoch 1594 | loss: 0.0311606 | val_loss: 0.0311911 | Time: 2073.19 ms [2022-04-19 02:34:31 main:574] : INFO : Epoch 1595 | loss: 0.0311577 | val_loss: 0.0311622 | Time: 2113.69 ms [2022-04-19 02:34:33 main:574] : INFO : Epoch 1596 | loss: 0.0311531 | val_loss: 0.0311636 | Time: 2079.27 ms [2022-04-19 02:34:35 main:574] : INFO : Epoch 1597 | loss: 0.0311524 | val_loss: 0.0311833 | Time: 2088.65 ms [2022-04-19 02:34:37 main:574] : INFO : Epoch 1598 | loss: 0.0311555 | val_loss: 0.0311623 | Time: 2040.45 ms [2022-04-19 02:34:39 main:574] : INFO : Epoch 1599 | loss: 0.0311588 | val_loss: 0.031163 | Time: 2123.48 ms [2022-04-19 02:34:41 main:574] : INFO : Epoch 1600 | loss: 0.0311614 | val_loss: 0.0311764 | Time: 2096.2 ms [2022-04-19 02:34:44 main:574] : INFO : Epoch 1601 | loss: 0.0311581 | val_loss: 0.0311656 | Time: 2089.49 ms [2022-04-19 02:34:46 main:574] : INFO : Epoch 1602 | loss: 0.0311574 | val_loss: 0.0311613 | Time: 2079.78 ms [2022-04-19 02:34:48 main:574] : INFO : Epoch 1603 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 2075.5 ms [2022-04-19 02:34:50 main:574] : INFO : Epoch 1604 | loss: 0.0311534 | val_loss: 0.0311602 | Time: 2075.77 ms [2022-04-19 02:34:52 main:574] : INFO : Epoch 1605 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 2109.8 ms [2022-04-19 02:34:54 main:574] : INFO : Epoch 1606 | loss: 0.0311574 | val_loss: 0.0311818 | Time: 2055.94 ms [2022-04-19 02:34:56 main:574] : INFO : Epoch 1607 | loss: 0.0311561 | val_loss: 0.0311606 | Time: 2096.63 ms [2022-04-19 02:34:59 main:574] : INFO : Epoch 1608 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 2089.33 ms [2022-04-19 02:35:01 main:574] : INFO : Epoch 1609 | loss: 0.0311575 | val_loss: 0.0311626 | Time: 2046.81 ms [2022-04-19 02:35:03 main:574] : INFO : Epoch 1610 | loss: 0.0311528 | val_loss: 0.0311635 | Time: 2080.08 ms [2022-04-19 02:35:05 main:574] : INFO : Epoch 1611 | loss: 0.0311557 | val_loss: 0.0311712 | Time: 2068.53 ms [2022-04-19 02:35:07 main:574] : INFO : Epoch 1612 | loss: 0.0311583 | val_loss: 0.0311653 | Time: 2129.57 ms [2022-04-19 02:35:09 main:574] : INFO : Epoch 1613 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 2140.69 ms [2022-04-19 02:35:11 main:574] : INFO : Epoch 1614 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 2091.74 ms [2022-04-19 02:35:13 main:574] : INFO : Epoch 1615 | loss: 0.0311559 | val_loss: 0.031178 | Time: 2053.76 ms [2022-04-19 02:35:16 main:574] : INFO : Epoch 1616 | loss: 0.031164 | val_loss: 0.0311665 | Time: 2157.79 ms [2022-04-19 02:35:18 main:574] : INFO : Epoch 1617 | loss: 0.0311585 | val_loss: 0.0311645 | Time: 2044.46 ms [2022-04-19 02:35:20 main:574] : INFO : Epoch 1618 | loss: 0.031151 | val_loss: 0.0311884 | Time: 2044.62 ms [2022-04-19 02:35:22 main:574] : INFO : Epoch 1619 | loss: 0.0311588 | val_loss: 0.0311627 | Time: 2062.06 ms [2022-04-19 02:35:24 main:574] : INFO : Epoch 1620 | loss: 0.0311547 | val_loss: 0.0311726 | Time: 2062.06 ms [2022-04-19 02:35:26 main:574] : INFO : Epoch 1621 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 2065.52 ms [2022-04-19 02:35:28 main:574] : INFO : Epoch 1622 | loss: 0.0311636 | val_loss: 0.0311638 | Time: 2035.58 ms [2022-04-19 02:35:30 main:574] : INFO : Epoch 1623 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 2120.81 ms [2022-04-19 02:35:33 main:574] : INFO : Epoch 1624 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 2046.1 ms [2022-04-19 02:35:35 main:574] : INFO : Epoch 1625 | loss: 0.0311536 | val_loss: 0.0311745 | Time: 2086.79 ms [2022-04-19 02:35:37 main:574] : INFO : Epoch 1626 | loss: 0.0311565 | val_loss: 0.0311683 | Time: 2097.66 ms [2022-04-19 02:35:39 main:574] : INFO : Epoch 1627 | loss: 0.0311541 | val_loss: 0.0311712 | Time: 2059.45 ms [2022-04-19 02:35:41 main:574] : INFO : Epoch 1628 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 2146.17 ms [2022-04-19 02:35:43 main:574] : INFO : Epoch 1629 | loss: 0.0311518 | val_loss: 0.031162 | Time: 2033.38 ms [2022-04-19 02:35:45 main:574] : INFO : Epoch 1630 | loss: 0.0311511 | val_loss: 0.0311593 | Time: 2002.78 ms [2022-04-19 02:35:47 main:574] : INFO : Epoch 1631 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 2011.49 ms [2022-04-19 02:35:49 main:574] : INFO : Epoch 1632 | loss: 0.0311563 | val_loss: 0.0311819 | Time: 2082.07 ms [2022-04-19 02:35:52 main:574] : INFO : Epoch 1633 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 2085.8 ms [2022-04-19 02:35:54 main:574] : INFO : Epoch 1634 | loss: 0.0311508 | val_loss: 0.0311637 | Time: 2101.78 ms [2022-04-19 02:35:56 main:574] : INFO : Epoch 1635 | loss: 0.0311508 | val_loss: 0.0311622 | Time: 2043.4 ms [2022-04-19 02:35:58 main:574] : INFO : Epoch 1636 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 2094.01 ms [2022-04-19 02:36:00 main:574] : INFO : Epoch 1637 | loss: 0.0311546 | val_loss: 0.0311592 | Time: 2053.72 ms [2022-04-19 02:36:02 main:574] : INFO : Epoch 1638 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 2109.49 ms [2022-04-19 02:36:04 main:574] : INFO : Epoch 1639 | loss: 0.0311557 | val_loss: 0.0311583 | Time: 2040.62 ms [2022-04-19 02:36:06 main:574] : INFO : Epoch 1640 | loss: 0.031151 | val_loss: 0.0311626 | Time: 2058.53 ms [2022-04-19 02:36:09 main:574] : INFO : Epoch 1641 | loss: 0.0311522 | val_loss: 0.0311604 | Time: 2075.86 ms [2022-04-19 02:36:11 main:574] : INFO : Epoch 1642 | loss: 0.0311566 | val_loss: 0.0311948 | Time: 2065.19 ms [2022-04-19 02:36:13 main:574] : INFO : Epoch 1643 | loss: 0.0311579 | val_loss: 0.03116 | Time: 2096.55 ms [2022-04-19 02:36:15 main:574] : INFO : Epoch 1644 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 2053.9 ms [2022-04-19 02:36:17 main:574] : INFO : Epoch 1645 | loss: 0.0311549 | val_loss: 0.0311769 | Time: 2085.76 ms [2022-04-19 02:36:19 main:574] : INFO : Epoch 1646 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 2106.07 ms [2022-04-19 02:36:21 main:574] : INFO : Epoch 1647 | loss: 0.0311524 | val_loss: 0.0311644 | Time: 2053.98 ms [2022-04-19 02:36:23 main:574] : INFO : Epoch 1648 | loss: 0.031163 | val_loss: 0.0311617 | Time: 1998.05 ms [2022-04-19 02:36:25 main:574] : INFO : Epoch 1649 | loss: 0.0311637 | val_loss: 0.0311625 | Time: 2013.05 ms [2022-04-19 02:36:28 main:574] : INFO : Epoch 1650 | loss: 0.0311582 | val_loss: 0.031173 | Time: 2063.64 ms [2022-04-19 02:36:30 main:574] : INFO : Epoch 1651 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 2023.19 ms [2022-04-19 02:36:32 main:574] : INFO : Epoch 1652 | loss: 0.0311464 | val_loss: 0.0311608 | Time: 2066.26 ms [2022-04-19 02:36:34 main:574] : INFO : Epoch 1653 | loss: 0.0311473 | val_loss: 0.0311629 | Time: 2109.11 ms [2022-04-19 02:36:36 main:574] : INFO : Epoch 1654 | loss: 0.0311508 | val_loss: 0.0311881 | Time: 2062.11 ms [2022-04-19 02:36:38 main:574] : INFO : Epoch 1655 | loss: 0.0311564 | val_loss: 0.0311605 | Time: 2081.37 ms [2022-04-19 02:36:40 main:574] : INFO : Epoch 1656 | loss: 0.0311475 | val_loss: 0.0311842 | Time: 2106.88 ms [2022-04-19 02:36:43 main:574] : INFO : Epoch 1657 | loss: 0.0311508 | val_loss: 0.0311752 | Time: 2068.84 ms [2022-04-19 02:36:45 main:574] : INFO : Epoch 1658 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 2095.95 ms [2022-04-19 02:36:47 main:574] : INFO : Epoch 1659 | loss: 0.0311471 | val_loss: 0.0311635 | Time: 2054.83 ms [2022-04-19 02:36:49 main:574] : INFO : Epoch 1660 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 2090.67 ms [2022-04-19 02:36:51 main:574] : INFO : Epoch 1661 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 2082.88 ms [2022-04-19 02:36:54 main:574] : INFO : Epoch 1662 | loss: 0.0311479 | val_loss: 0.0311633 | Time: 2077.63 ms [2022-04-19 02:36:56 main:574] : INFO : Epoch 1663 | loss: 0.031154 | val_loss: 0.0311631 | Time: 2081.8 ms [2022-04-19 02:36:58 main:574] : INFO : Epoch 1664 | loss: 0.0311566 | val_loss: 0.0311714 | Time: 2103.73 ms [2022-04-19 02:37:00 main:574] : INFO : Epoch 1665 | loss: 0.0311516 | val_loss: 0.0311702 | Time: 2107.45 ms [2022-04-19 02:37:02 main:574] : INFO : Epoch 1666 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 2031.7 ms [2022-04-19 02:37:04 main:574] : INFO : Epoch 1667 | loss: 0.0311498 | val_loss: 0.0311646 | Time: 2066.47 ms [2022-04-19 02:37:06 main:574] : INFO : Epoch 1668 | loss: 0.0311492 | val_loss: 0.0311677 | Time: 2080.38 ms [2022-04-19 02:37:09 main:574] : INFO : Epoch 1669 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 2054.11 ms [2022-04-19 02:37:11 main:574] : INFO : Epoch 1670 | loss: 0.0311473 | val_loss: 0.0311793 | Time: 2086.38 ms [2022-04-19 02:37:13 main:574] : INFO : Epoch 1671 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 2091.5 ms [2022-04-19 02:37:15 main:574] : INFO : Epoch 1672 | loss: 0.0311526 | val_loss: 0.0311675 | Time: 2040.18 ms [2022-04-19 02:37:17 main:574] : INFO : Epoch 1673 | loss: 0.0311471 | val_loss: 0.0311711 | Time: 2086.96 ms [2022-04-19 02:37:19 main:574] : INFO : Epoch 1674 | loss: 0.0311463 | val_loss: 0.0311642 | Time: 2052.79 ms [2022-04-19 02:37:21 main:574] : INFO : Epoch 1675 | loss: 0.0311503 | val_loss: 0.0311695 | Time: 2067.12 ms [2022-04-19 02:37:24 main:574] : INFO : Epoch 1676 | loss: 0.0311476 | val_loss: 0.0311609 | Time: 2075.01 ms [2022-04-19 02:37:26 main:574] : INFO : Epoch 1677 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 2040.08 ms [2022-04-19 02:37:28 main:574] : INFO : Epoch 1678 | loss: 0.0311557 | val_loss: 0.0311633 | Time: 2108.55 ms [2022-04-19 02:37:30 main:574] : INFO : Epoch 1679 | loss: 0.0311483 | val_loss: 0.0311612 | Time: 2095.65 ms [2022-04-19 02:37:32 main:574] : INFO : Epoch 1680 | loss: 0.0311581 | val_loss: 0.0311614 | Time: 2077.8 ms [2022-04-19 02:37:34 main:574] : INFO : Epoch 1681 | loss: 0.0311545 | val_loss: 0.0311771 | Time: 2077.52 ms [2022-04-19 02:37:36 main:574] : INFO : Epoch 1682 | loss: 0.0311479 | val_loss: 0.0311642 | Time: 2083.32 ms [2022-04-19 02:37:39 main:574] : INFO : Epoch 1683 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 2120.85 ms [2022-04-19 02:37:41 main:574] : INFO : Epoch 1684 | loss: 0.0311481 | val_loss: 0.0311804 | Time: 2057.11 ms [2022-04-19 02:37:43 main:574] : INFO : Epoch 1685 | loss: 0.0311495 | val_loss: 0.0311613 | Time: 2093.94 ms [2022-04-19 02:37:45 main:574] : INFO : Epoch 1686 | loss: 0.0311507 | val_loss: 0.031161 | Time: 2107.89 ms [2022-04-19 02:37:47 main:574] : INFO : Epoch 1687 | loss: 0.031154 | val_loss: 0.0311666 | Time: 2009.89 ms [2022-04-19 02:37:49 main:574] : INFO : Epoch 1688 | loss: 0.03115 | val_loss: 0.0311629 | Time: 2077.77 ms [2022-04-19 02:37:51 main:574] : INFO : Epoch 1689 | loss: 0.0311462 | val_loss: 0.0311669 | Time: 2065.28 ms [2022-04-19 02:37:53 main:574] : INFO : Epoch 1690 | loss: 0.0311465 | val_loss: 0.0311588 | Time: 2069.75 ms [2022-04-19 02:37:55 main:574] : INFO : Epoch 1691 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 2050.33 ms [2022-04-19 02:37:58 main:574] : INFO : Epoch 1692 | loss: 0.0311471 | val_loss: 0.03116 | Time: 2084.77 ms [2022-04-19 02:38:00 main:574] : INFO : Epoch 1693 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 2046.5 ms [2022-04-19 02:38:02 main:574] : INFO : Epoch 1694 | loss: 0.0311494 | val_loss: 0.031163 | Time: 2036.89 ms [2022-04-19 02:38:04 main:574] : INFO : Epoch 1695 | loss: 0.0311465 | val_loss: 0.0311662 | Time: 2074.31 ms [2022-04-19 02:38:06 main:574] : INFO : Epoch 1696 | loss: 0.0311514 | val_loss: 0.0311748 | Time: 2070.01 ms [2022-04-19 02:38:08 main:574] : INFO : Epoch 1697 | loss: 0.031147 | val_loss: 0.0311676 | Time: 2082.01 ms [2022-04-19 02:38:10 main:574] : INFO : Epoch 1698 | loss: 0.0311539 | val_loss: 0.0311613 | Time: 2075.72 ms [2022-04-19 02:38:12 main:574] : INFO : Epoch 1699 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 2077.89 ms [2022-04-19 02:38:14 main:574] : INFO : Epoch 1700 | loss: 0.0311475 | val_loss: 0.0311588 | Time: 2024.73 ms [2022-04-19 02:38:17 main:574] : INFO : Epoch 1701 | loss: 0.0311421 | val_loss: 0.0311764 | Time: 2071.45 ms [2022-04-19 02:38:19 main:574] : INFO : Epoch 1702 | loss: 0.0311459 | val_loss: 0.0311585 | Time: 2070.02 ms [2022-04-19 02:38:21 main:574] : INFO : Epoch 1703 | loss: 0.0311431 | val_loss: 0.0311771 | Time: 2080.71 ms [2022-04-19 02:38:23 main:574] : INFO : Epoch 1704 | loss: 0.0311567 | val_loss: 0.0311773 | Time: 2053.77 ms [2022-04-19 02:38:25 main:574] : INFO : Epoch 1705 | loss: 0.0311554 | val_loss: 0.0311593 | Time: 2077.23 ms [2022-04-19 02:38:27 main:574] : INFO : Epoch 1706 | loss: 0.0311453 | val_loss: 0.0311581 | Time: 2084.75 ms [2022-04-19 02:38:29 main:574] : INFO : Epoch 1707 | loss: 0.0311428 | val_loss: 0.0311588 | Time: 2056.72 ms [2022-04-19 02:38:31 main:574] : INFO : Epoch 1708 | loss: 0.0311415 | val_loss: 0.0311602 | Time: 2044.88 ms [2022-04-19 02:38:34 main:574] : INFO : Epoch 1709 | loss: 0.0311449 | val_loss: 0.031158 | Time: 2072.78 ms [2022-04-19 02:38:36 main:574] : INFO : Epoch 1710 | loss: 0.0311442 | val_loss: 0.0311592 | Time: 2056.29 ms [2022-04-19 02:38:38 main:574] : INFO : Epoch 1711 | loss: 0.0311592 | val_loss: 0.0311654 | Time: 2066.05 ms [2022-04-19 02:38:40 main:574] : INFO : Epoch 1712 | loss: 0.0311498 | val_loss: 0.0311604 | Time: 2082.76 ms [2022-04-19 02:38:42 main:574] : INFO : Epoch 1713 | loss: 0.0311489 | val_loss: 0.0311569 | Time: 2027.71 ms [2022-04-19 02:38:44 main:574] : INFO : Epoch 1714 | loss: 0.031144 | val_loss: 0.0311615 | Time: 1989.1 ms [2022-04-19 02:38:46 main:574] : INFO : Epoch 1715 | loss: 0.0311489 | val_loss: 0.0311601 | Time: 2067.61 ms [2022-04-19 02:38:48 main:574] : INFO : Epoch 1716 | loss: 0.031145 | val_loss: 0.0311567 | Time: 2124.49 ms [2022-04-19 02:38:51 main:574] : INFO : Epoch 1717 | loss: 0.0311446 | val_loss: 0.0311545 | Time: 2102.72 ms [2022-04-19 02:38:53 main:574] : INFO : Epoch 1718 | loss: 0.0311459 | val_loss: 0.0311756 | Time: 2072.12 ms [2022-04-19 02:38:55 main:574] : INFO : Epoch 1719 | loss: 0.0311486 | val_loss: 0.0311572 | Time: 2066.6 ms [2022-04-19 02:38:57 main:574] : INFO : Epoch 1720 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 2118.33 ms [2022-04-19 02:38:59 main:574] : INFO : Epoch 1721 | loss: 0.0311466 | val_loss: 0.0311676 | Time: 2054.65 ms [2022-04-19 02:39:01 main:574] : INFO : Epoch 1722 | loss: 0.0311462 | val_loss: 0.0311748 | Time: 2094.07 ms [2022-04-19 02:39:03 main:574] : INFO : Epoch 1723 | loss: 0.0311488 | val_loss: 0.0311547 | Time: 2081.62 ms [2022-04-19 02:39:05 main:574] : INFO : Epoch 1724 | loss: 0.0311388 | val_loss: 0.031155 | Time: 2054.59 ms [2022-04-19 02:39:08 main:574] : INFO : Epoch 1725 | loss: 0.0311381 | val_loss: 0.0311608 | Time: 2068.92 ms [2022-04-19 02:39:10 main:574] : INFO : Epoch 1726 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 2002.71 ms [2022-04-19 02:39:12 main:574] : INFO : Epoch 1727 | loss: 0.0311406 | val_loss: 0.0311624 | Time: 2120.12 ms [2022-04-19 02:39:14 main:574] : INFO : Epoch 1728 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 2023.92 ms [2022-04-19 02:39:16 main:574] : INFO : Epoch 1729 | loss: 0.0311385 | val_loss: 0.0311551 | Time: 2045.33 ms [2022-04-19 02:39:18 main:574] : INFO : Epoch 1730 | loss: 0.0311475 | val_loss: 0.0311763 | Time: 2060.04 ms [2022-04-19 02:39:20 main:574] : INFO : Epoch 1731 | loss: 0.0311489 | val_loss: 0.0311718 | Time: 2068.93 ms [2022-04-19 02:39:22 main:574] : INFO : Epoch 1732 | loss: 0.0311413 | val_loss: 0.0311552 | Time: 2096.16 ms [2022-04-19 02:39:25 main:574] : INFO : Epoch 1733 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 2065.64 ms [2022-04-19 02:39:27 main:574] : INFO : Epoch 1734 | loss: 0.0311408 | val_loss: 0.031169 | Time: 2055.78 ms [2022-04-19 02:39:29 main:574] : INFO : Epoch 1735 | loss: 0.0311518 | val_loss: 0.0311693 | Time: 2056.76 ms [2022-04-19 02:39:31 main:574] : INFO : Epoch 1736 | loss: 0.0311412 | val_loss: 0.0311577 | Time: 2072.45 ms [2022-04-19 02:39:33 main:574] : INFO : Epoch 1737 | loss: 0.0311389 | val_loss: 0.0311573 | Time: 2087.73 ms [2022-04-19 02:39:35 main:574] : INFO : Epoch 1738 | loss: 0.0311394 | val_loss: 0.0311558 | Time: 2018.31 ms [2022-04-19 02:39:37 main:574] : INFO : Epoch 1739 | loss: 0.0311437 | val_loss: 0.0311705 | Time: 2050.69 ms [2022-04-19 02:39:39 main:574] : INFO : Epoch 1740 | loss: 0.0311501 | val_loss: 0.0311549 | Time: 2067.7 ms [2022-04-19 02:39:42 main:574] : INFO : Epoch 1741 | loss: 0.0311437 | val_loss: 0.0311564 | Time: 2107.84 ms [2022-04-19 02:39:44 main:574] : INFO : Epoch 1742 | loss: 0.0311453 | val_loss: 0.0311538 | Time: 2102.71 ms [2022-04-19 02:39:46 main:574] : INFO : Epoch 1743 | loss: 0.0311416 | val_loss: 0.0311611 | Time: 2066.71 ms [2022-04-19 02:39:48 main:574] : INFO : Epoch 1744 | loss: 0.0311455 | val_loss: 0.0311947 | Time: 2005.24 ms [2022-04-19 02:39:50 main:574] : INFO : Epoch 1745 | loss: 0.0311486 | val_loss: 0.0311561 | Time: 2087.09 ms [2022-04-19 02:39:52 main:574] : INFO : Epoch 1746 | loss: 0.0311399 | val_loss: 0.0311564 | Time: 2196.69 ms [2022-04-19 02:39:55 main:574] : INFO : Epoch 1747 | loss: 0.0311479 | val_loss: 0.0311654 | Time: 2042.6 ms [2022-04-19 02:39:57 main:574] : INFO : Epoch 1748 | loss: 0.0311552 | val_loss: 0.0311702 | Time: 2063.5 ms [2022-04-19 02:39:59 main:574] : INFO : Epoch 1749 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 2051.37 ms [2022-04-19 02:40:01 main:574] : INFO : Epoch 1750 | loss: 0.0311434 | val_loss: 0.0311556 | Time: 2080.52 ms [2022-04-19 02:40:03 main:574] : INFO : Epoch 1751 | loss: 0.0311456 | val_loss: 0.0311554 | Time: 2111.41 ms [2022-04-19 02:40:06 main:574] : INFO : Epoch 1752 | loss: 0.0311416 | val_loss: 0.0311682 | Time: 2102.26 ms [2022-04-19 02:40:08 main:574] : INFO : Epoch 1753 | loss: 0.0311426 | val_loss: 0.0311737 | Time: 2084 ms [2022-04-19 02:40:10 main:574] : INFO : Epoch 1754 | loss: 0.0311457 | val_loss: 0.0311549 | Time: 2079.33 ms [2022-04-19 02:40:12 main:574] : INFO : Epoch 1755 | loss: 0.0311427 | val_loss: 0.0311582 | Time: 2139.79 ms [2022-04-19 02:40:14 main:574] : INFO : Epoch 1756 | loss: 0.031155 | val_loss: 0.0311594 | Time: 2089.28 ms [2022-04-19 02:40:17 main:574] : INFO : Epoch 1757 | loss: 0.0311397 | val_loss: 0.0311532 | Time: 2068.25 ms [2022-04-19 02:40:19 main:574] : INFO : Epoch 1758 | loss: 0.0311435 | val_loss: 0.0311565 | Time: 2072.22 ms [2022-04-19 02:40:21 main:574] : INFO : Epoch 1759 | loss: 0.0311448 | val_loss: 0.0311716 | Time: 2124.8 ms [2022-04-19 02:40:23 main:574] : INFO : Epoch 1760 | loss: 0.0311434 | val_loss: 0.0311716 | Time: 2018.14 ms [2022-04-19 02:40:25 main:574] : INFO : Epoch 1761 | loss: 0.0311511 | val_loss: 0.0311565 | Time: 2086.85 ms [2022-04-19 02:40:28 main:574] : INFO : Epoch 1762 | loss: 0.0311463 | val_loss: 0.0311576 | Time: 2105.15 ms [2022-04-19 02:40:30 main:574] : INFO : Epoch 1763 | loss: 0.0311429 | val_loss: 0.0311514 | Time: 2067.12 ms [2022-04-19 02:40:32 main:574] : INFO : Epoch 1764 | loss: 0.0311439 | val_loss: 0.0311509 | Time: 2080.96 ms [2022-04-19 02:40:34 main:574] : INFO : Epoch 1765 | loss: 0.0311444 | val_loss: 0.0311537 | Time: 2103.97 ms [2022-04-19 02:40:36 main:574] : INFO : Epoch 1766 | loss: 0.0311478 | val_loss: 0.0311492 | Time: 2056.94 ms [2022-04-19 02:40:38 main:574] : INFO : Epoch 1767 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 2117.6 ms [2022-04-19 02:40:41 main:574] : INFO : Epoch 1768 | loss: 0.0311549 | val_loss: 0.0311618 | Time: 2166.74 ms [2022-04-19 02:40:43 main:574] : INFO : Epoch 1769 | loss: 0.031144 | val_loss: 0.031152 | Time: 2158.01 ms [2022-04-19 02:40:45 main:574] : INFO : Epoch 1770 | loss: 0.0311418 | val_loss: 0.0311585 | Time: 2055.66 ms [2022-04-19 02:40:47 main:574] : INFO : Epoch 1771 | loss: 0.031141 | val_loss: 0.0311494 | Time: 2097.53 ms [2022-04-19 02:40:49 main:574] : INFO : Epoch 1772 | loss: 0.0311465 | val_loss: 0.0311573 | Time: 2180.88 ms [2022-04-19 02:40:52 main:574] : INFO : Epoch 1773 | loss: 0.0311533 | val_loss: 0.0311495 | Time: 2109.73 ms [2022-04-19 02:40:54 main:574] : INFO : Epoch 1774 | loss: 0.0311394 | val_loss: 0.0311532 | Time: 2054.05 ms [2022-04-19 02:40:56 main:574] : INFO : Epoch 1775 | loss: 0.0311397 | val_loss: 0.0311663 | Time: 2173.4 ms [2022-04-19 02:40:58 main:574] : INFO : Epoch 1776 | loss: 0.031152 | val_loss: 0.0311889 | Time: 2162.96 ms [2022-04-19 02:41:00 main:574] : INFO : Epoch 1777 | loss: 0.0311448 | val_loss: 0.0311696 | Time: 2106.63 ms [2022-04-19 02:41:02 main:574] : INFO : Epoch 1778 | loss: 0.0311388 | val_loss: 0.0311491 | Time: 2080.34 ms [2022-04-19 02:41:05 main:574] : INFO : Epoch 1779 | loss: 0.0311364 | val_loss: 0.0311507 | Time: 2079.48 ms [2022-04-19 02:41:07 main:574] : INFO : Epoch 1780 | loss: 0.0311349 | val_loss: 0.031151 | Time: 2102.19 ms [2022-04-19 02:41:09 main:574] : INFO : Epoch 1781 | loss: 0.0311402 | val_loss: 0.0311493 | Time: 2029.07 ms [2022-04-19 02:41:11 main:574] : INFO : Epoch 1782 | loss: 0.0311453 | val_loss: 0.0311545 | Time: 2084.52 ms [2022-04-19 02:41:13 main:574] : INFO : Epoch 1783 | loss: 0.0311478 | val_loss: 0.0311562 | Time: 2129.97 ms [2022-04-19 02:41:15 main:574] : INFO : Epoch 1784 | loss: 0.0311416 | val_loss: 0.0311464 | Time: 2071.51 ms [2022-04-19 02:41:18 main:574] : INFO : Epoch 1785 | loss: 0.0311436 | val_loss: 0.0311482 | Time: 2075.57 ms [2022-04-19 02:41:20 main:574] : INFO : Epoch 1786 | loss: 0.0311421 | val_loss: 0.0311536 | Time: 2187.67 ms [2022-04-19 02:41:22 main:574] : INFO : Epoch 1787 | loss: 0.0311424 | val_loss: 0.0311593 | Time: 2116.88 ms [2022-04-19 02:41:24 main:574] : INFO : Epoch 1788 | loss: 0.0311438 | val_loss: 0.0311495 | Time: 2046.12 ms [2022-04-19 02:41:26 main:574] : INFO : Epoch 1789 | loss: 0.0311394 | val_loss: 0.0311533 | Time: 2102.69 ms [2022-04-19 02:41:29 main:574] : INFO : Epoch 1790 | loss: 0.0311361 | val_loss: 0.0311528 | Time: 2136.45 ms [2022-04-19 02:41:31 main:574] : INFO : Epoch 1791 | loss: 0.0311402 | val_loss: 0.0311602 | Time: 2079.65 ms [2022-04-19 02:41:33 main:574] : INFO : Epoch 1792 | loss: 0.0311384 | val_loss: 0.0311515 | Time: 2091.67 ms [2022-04-19 02:41:35 main:574] : INFO : Epoch 1793 | loss: 0.0311361 | val_loss: 0.0311553 | Time: 2108.02 ms [2022-04-19 02:41:37 main:574] : INFO : Epoch 1794 | loss: 0.0311417 | val_loss: 0.0311562 | Time: 2156.95 ms [2022-04-19 02:41:39 main:574] : INFO : Epoch 1795 | loss: 0.0311345 | val_loss: 0.0311528 | Time: 2077.01 ms [2022-04-19 02:41:42 main:574] : INFO : Epoch 1796 | loss: 0.0311381 | val_loss: 0.0311615 | Time: 2050.45 ms [2022-04-19 02:41:44 main:574] : INFO : Epoch 1797 | loss: 0.0311361 | val_loss: 0.0311559 | Time: 2142.18 ms [2022-04-19 02:41:46 main:574] : INFO : Epoch 1798 | loss: 0.0311375 | val_loss: 0.0311567 | Time: 2149.25 ms [2022-04-19 02:41:48 main:574] : INFO : Epoch 1799 | loss: 0.0311379 | val_loss: 0.0311531 | Time: 2046.11 ms [2022-04-19 02:41:50 main:574] : INFO : Epoch 1800 | loss: 0.0311397 | val_loss: 0.0311566 | Time: 2014.99 ms [2022-04-19 02:41:53 main:574] : INFO : Epoch 1801 | loss: 0.0311363 | val_loss: 0.0311537 | Time: 2127.17 ms [2022-04-19 02:41:55 main:574] : INFO : Epoch 1802 | loss: 0.0311333 | val_loss: 0.0311574 | Time: 2185.21 ms [2022-04-19 02:41:57 main:574] : INFO : Epoch 1803 | loss: 0.031135 | val_loss: 0.0311807 | Time: 2107.18 ms [2022-04-19 02:41:59 main:574] : INFO : Epoch 1804 | loss: 0.0311384 | val_loss: 0.0311992 | Time: 2042 ms [2022-04-19 02:42:02 main:574] : INFO : Epoch 1805 | loss: 0.0311451 | val_loss: 0.0311548 | Time: 2224.61 ms [2022-04-19 02:42:04 main:574] : INFO : Epoch 1806 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 2217.17 ms [2022-04-19 02:42:06 main:574] : INFO : Epoch 1807 | loss: 0.0311433 | val_loss: 0.0311507 | Time: 2106.86 ms [2022-04-19 02:42:08 main:574] : INFO : Epoch 1808 | loss: 0.0311398 | val_loss: 0.0311568 | Time: 2056.51 ms [2022-04-19 02:42:10 main:574] : INFO : Epoch 1809 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 2179.58 ms [2022-04-19 02:42:13 main:574] : INFO : Epoch 1810 | loss: 0.03114 | val_loss: 0.0311604 | Time: 2094.03 ms [2022-04-19 02:42:15 main:574] : INFO : Epoch 1811 | loss: 0.0311331 | val_loss: 0.0311614 | Time: 2040.85 ms [2022-04-19 02:42:17 main:574] : INFO : Epoch 1812 | loss: 0.0311348 | val_loss: 0.0311592 | Time: 2023.35 ms [2022-04-19 02:42:19 main:574] : INFO : Epoch 1813 | loss: 0.0311317 | val_loss: 0.0311627 | Time: 2117.48 ms [2022-04-19 02:42:21 main:574] : INFO : Epoch 1814 | loss: 0.0311316 | val_loss: 0.0311533 | Time: 2075.23 ms [2022-04-19 02:42:23 main:574] : INFO : Epoch 1815 | loss: 0.0311329 | val_loss: 0.0311514 | Time: 2055.93 ms [2022-04-19 02:42:25 main:574] : INFO : Epoch 1816 | loss: 0.0311316 | val_loss: 0.0311525 | Time: 2050.92 ms [2022-04-19 02:42:28 main:574] : INFO : Epoch 1817 | loss: 0.0311412 | val_loss: 0.0311517 | Time: 2106.03 ms [2022-04-19 02:42:30 main:574] : INFO : Epoch 1818 | loss: 0.0311388 | val_loss: 0.0311545 | Time: 2049.41 ms [2022-04-19 02:42:32 main:574] : INFO : Epoch 1819 | loss: 0.0311351 | val_loss: 0.0311494 | Time: 2113.52 ms [2022-04-19 02:42:34 main:574] : INFO : Epoch 1820 | loss: 0.0311469 | val_loss: 0.0311497 | Time: 2149.21 ms [2022-04-19 02:42:37 main:574] : INFO : Epoch 1821 | loss: 0.031141 | val_loss: 0.0311562 | Time: 2185.4 ms [2022-04-19 02:42:39 main:574] : INFO : Epoch 1822 | loss: 0.031135 | val_loss: 0.0311494 | Time: 2140.04 ms [2022-04-19 02:42:41 main:574] : INFO : Epoch 1823 | loss: 0.031133 | val_loss: 0.0311495 | Time: 2039.29 ms [2022-04-19 02:42:43 main:574] : INFO : Epoch 1824 | loss: 0.0311318 | val_loss: 0.0311552 | Time: 2098.76 ms [2022-04-19 02:42:45 main:574] : INFO : Epoch 1825 | loss: 0.0311319 | val_loss: 0.0311523 | Time: 2137.75 ms [2022-04-19 02:42:47 main:574] : INFO : Epoch 1826 | loss: 0.0311327 | val_loss: 0.0311553 | Time: 2169.56 ms [2022-04-19 02:42:50 main:574] : INFO : Epoch 1827 | loss: 0.0311395 | val_loss: 0.0311475 | Time: 2078.83 ms [2022-04-19 02:42:52 main:574] : INFO : Epoch 1828 | loss: 0.0311363 | val_loss: 0.03116 | Time: 2072.57 ms [2022-04-19 02:42:54 main:574] : INFO : Epoch 1829 | loss: 0.0311305 | val_loss: 0.0311469 | Time: 2125.49 ms [2022-04-19 02:42:56 main:574] : INFO : Epoch 1830 | loss: 0.0311327 | val_loss: 0.0311486 | Time: 2076.36 ms [2022-04-19 02:42:58 main:574] : INFO : Epoch 1831 | loss: 0.0311273 | val_loss: 0.0311457 | Time: 2125.37 ms [2022-04-19 02:43:01 main:574] : INFO : Epoch 1832 | loss: 0.0311327 | val_loss: 0.0311501 | Time: 2103.88 ms [2022-04-19 02:43:03 main:574] : INFO : Epoch 1833 | loss: 0.0311299 | val_loss: 0.0311555 | Time: 2059.86 ms [2022-04-19 02:43:05 main:574] : INFO : Epoch 1834 | loss: 0.0311315 | val_loss: 0.0311486 | Time: 2098.06 ms [2022-04-19 02:43:07 main:574] : INFO : Epoch 1835 | loss: 0.0311396 | val_loss: 0.031154 | Time: 2076.32 ms [2022-04-19 02:43:10 main:574] : INFO : Epoch 1836 | loss: 0.0311343 | val_loss: 0.0311528 | Time: 2065.08 ms [2022-04-19 02:43:12 main:574] : INFO : Epoch 1837 | loss: 0.0311303 | val_loss: 0.0311471 | Time: 2029.22 ms [2022-04-19 02:43:14 main:574] : INFO : Epoch 1838 | loss: 0.0311329 | val_loss: 0.0311592 | Time: 2158.91 ms [2022-04-19 02:43:16 main:574] : INFO : Epoch 1839 | loss: 0.0311358 | val_loss: 0.0311503 | Time: 2088.95 ms [2022-04-19 02:43:18 main:574] : INFO : Epoch 1840 | loss: 0.0311302 | val_loss: 0.0311464 | Time: 2040.4 ms [2022-04-19 02:43:21 main:574] : INFO : Epoch 1841 | loss: 0.0311278 | val_loss: 0.031144 | Time: 2121.31 ms [2022-04-19 02:43:23 main:574] : INFO : Epoch 1842 | loss: 0.031132 | val_loss: 0.0311537 | Time: 2186.02 ms [2022-04-19 02:43:25 main:574] : INFO : Epoch 1843 | loss: 0.0311324 | val_loss: 0.0311461 | Time: 2067.9 ms [2022-04-19 02:43:27 main:574] : INFO : Epoch 1844 | loss: 0.031128 | val_loss: 0.0311434 | Time: 2070.81 ms [2022-04-19 02:43:29 main:574] : INFO : Epoch 1845 | loss: 0.0311286 | val_loss: 0.0311448 | Time: 2067.39 ms [2022-04-19 02:43:31 main:574] : INFO : Epoch 1846 | loss: 0.0311305 | val_loss: 0.0311506 | Time: 2089.72 ms [2022-04-19 02:43:33 main:574] : INFO : Epoch 1847 | loss: 0.0311311 | val_loss: 0.0311593 | Time: 2089 ms [2022-04-19 02:43:36 main:574] : INFO : Epoch 1848 | loss: 0.031142 | val_loss: 0.0311467 | Time: 2057.37 ms [2022-04-19 02:43:38 main:574] : INFO : Epoch 1849 | loss: 0.0311308 | val_loss: 0.0311559 | Time: 2038.27 ms [2022-04-19 02:43:40 main:574] : INFO : Epoch 1850 | loss: 0.0311309 | val_loss: 0.0311489 | Time: 2098.35 ms [2022-04-19 02:43:42 main:574] : INFO : Epoch 1851 | loss: 0.0311352 | val_loss: 0.0311466 | Time: 2041.71 ms [2022-04-19 02:43:44 main:574] : INFO : Epoch 1852 | loss: 0.0311294 | val_loss: 0.0311448 | Time: 2083.09 ms [2022-04-19 02:43:46 main:574] : INFO : Epoch 1853 | loss: 0.0311258 | val_loss: 0.0311471 | Time: 2042.63 ms [2022-04-19 02:43:48 main:574] : INFO : Epoch 1854 | loss: 0.0311277 | val_loss: 0.0311413 | Time: 2025.98 ms [2022-04-19 02:43:51 main:574] : INFO : Epoch 1855 | loss: 0.031128 | val_loss: 0.0311429 | Time: 2096.26 ms [2022-04-19 02:43:53 main:574] : INFO : Epoch 1856 | loss: 0.0311271 | val_loss: 0.0311618 | Time: 2066.51 ms [2022-04-19 02:43:55 main:574] : INFO : Epoch 1857 | loss: 0.0311308 | val_loss: 0.0311472 | Time: 2130.46 ms [2022-04-19 02:43:57 main:574] : INFO : Epoch 1858 | loss: 0.0311272 | val_loss: 0.0311466 | Time: 2108.76 ms [2022-04-19 02:43:59 main:574] : INFO : Epoch 1859 | loss: 0.031138 | val_loss: 0.0311757 | Time: 2091.25 ms [2022-04-19 02:44:01 main:574] : INFO : Epoch 1860 | loss: 0.0311358 | val_loss: 0.0311551 | Time: 2033.13 ms [2022-04-19 02:44:04 main:574] : INFO : Epoch 1861 | loss: 0.0311305 | val_loss: 0.0311555 | Time: 2041.77 ms [2022-04-19 02:44:06 main:574] : INFO : Epoch 1862 | loss: 0.0311336 | val_loss: 0.0311498 | Time: 2076.19 ms [2022-04-19 02:44:08 main:574] : INFO : Epoch 1863 | loss: 0.0311386 | val_loss: 0.0311559 | Time: 2049.92 ms [2022-04-19 02:44:10 main:574] : INFO : Epoch 1864 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 2062.22 ms [2022-04-19 02:44:12 main:574] : INFO : Epoch 1865 | loss: 0.0311288 | val_loss: 0.0311443 | Time: 2007.1 ms [2022-04-19 02:44:14 main:574] : INFO : Epoch 1866 | loss: 0.0311249 | val_loss: 0.0311495 | Time: 2078.09 ms [2022-04-19 02:44:16 main:574] : INFO : Epoch 1867 | loss: 0.0311341 | val_loss: 0.0311543 | Time: 2056.52 ms [2022-04-19 02:44:18 main:574] : INFO : Epoch 1868 | loss: 0.0311369 | val_loss: 0.0311457 | Time: 2080.7 ms [2022-04-19 02:44:21 main:574] : INFO : Epoch 1869 | loss: 0.0311342 | val_loss: 0.0311611 | Time: 2049.06 ms [2022-04-19 02:44:23 main:574] : INFO : Epoch 1870 | loss: 0.0311387 | val_loss: 0.0311472 | Time: 2023.47 ms [2022-04-19 02:44:25 main:574] : INFO : Epoch 1871 | loss: 0.0311332 | val_loss: 0.0311447 | Time: 2073.89 ms [2022-04-19 02:44:27 main:574] : INFO : Epoch 1872 | loss: 0.0311288 | val_loss: 0.0311466 | Time: 2088.05 ms [2022-04-19 02:44:29 main:574] : INFO : Epoch 1873 | loss: 0.0311301 | val_loss: 0.0311454 | Time: 2095.21 ms [2022-04-19 02:44:31 main:574] : INFO : Epoch 1874 | loss: 0.03113 | val_loss: 0.0311536 | Time: 2083.52 ms [2022-04-19 02:44:33 main:574] : INFO : Epoch 1875 | loss: 0.0311361 | val_loss: 0.0311458 | Time: 2045.4 ms [2022-04-19 02:44:35 main:574] : INFO : Epoch 1876 | loss: 0.0311311 | val_loss: 0.0311427 | Time: 2065.7 ms [2022-04-19 02:44:38 main:574] : INFO : Epoch 1877 | loss: 0.0311346 | val_loss: 0.0311459 | Time: 2070.09 ms [2022-04-19 02:44:40 main:574] : INFO : Epoch 1878 | loss: 0.0311281 | val_loss: 0.0311416 | Time: 2088.44 ms [2022-04-19 02:44:42 main:574] : INFO : Epoch 1879 | loss: 0.0311304 | val_loss: 0.0311434 | Time: 2105.51 ms [2022-04-19 02:44:44 main:574] : INFO : Epoch 1880 | loss: 0.031129 | val_loss: 0.0311448 | Time: 2064.9 ms [2022-04-19 02:44:46 main:574] : INFO : Epoch 1881 | loss: 0.0311337 | val_loss: 0.0311602 | Time: 2073.24 ms [2022-04-19 02:44:48 main:574] : INFO : Epoch 1882 | loss: 0.0311317 | val_loss: 0.0311474 | Time: 2057.64 ms [2022-04-19 02:44:50 main:574] : INFO : Epoch 1883 | loss: 0.0311288 | val_loss: 0.031145 | Time: 2037.32 ms [2022-04-19 02:44:52 main:574] : INFO : Epoch 1884 | loss: 0.0311271 | val_loss: 0.0311466 | Time: 2030.76 ms [2022-04-19 02:44:54 main:574] : INFO : Epoch 1885 | loss: 0.0311252 | val_loss: 0.0311423 | Time: 2036.54 ms [2022-04-19 02:44:57 main:574] : INFO : Epoch 1886 | loss: 0.031131 | val_loss: 0.0311522 | Time: 2074.61 ms [2022-04-19 02:44:59 main:574] : INFO : Epoch 1887 | loss: 0.0311328 | val_loss: 0.0311456 | Time: 2003.18 ms [2022-04-19 02:45:01 main:574] : INFO : Epoch 1888 | loss: 0.0311334 | val_loss: 0.0311486 | Time: 2073.06 ms [2022-04-19 02:45:03 main:574] : INFO : Epoch 1889 | loss: 0.0311276 | val_loss: 0.0311434 | Time: 2073.27 ms [2022-04-19 02:45:05 main:574] : INFO : Epoch 1890 | loss: 0.0311326 | val_loss: 0.0311582 | Time: 2049.19 ms [2022-04-19 02:45:07 main:574] : INFO : Epoch 1891 | loss: 0.0311305 | val_loss: 0.0311515 | Time: 2048.3 ms [2022-04-19 02:45:09 main:574] : INFO : Epoch 1892 | loss: 0.0311285 | val_loss: 0.0311477 | Time: 2027.75 ms [2022-04-19 02:45:11 main:574] : INFO : Epoch 1893 | loss: 0.0311304 | val_loss: 0.0311446 | Time: 2099.01 ms [2022-04-19 02:45:13 main:574] : INFO : Epoch 1894 | loss: 0.0311302 | val_loss: 0.0311496 | Time: 2079.04 ms [2022-04-19 02:45:15 main:574] : INFO : Epoch 1895 | loss: 0.0311286 | val_loss: 0.0311549 | Time: 2050.41 ms [2022-04-19 02:45:18 main:574] : INFO : Epoch 1896 | loss: 0.0311303 | val_loss: 0.0311626 | Time: 2091.27 ms [2022-04-19 02:45:20 main:574] : INFO : Epoch 1897 | loss: 0.0311283 | val_loss: 0.0311522 | Time: 2056.28 ms [2022-04-19 02:45:22 main:574] : INFO : Epoch 1898 | loss: 0.0311347 | val_loss: 0.0311513 | Time: 2045.88 ms [2022-04-19 02:45:24 main:574] : INFO : Epoch 1899 | loss: 0.0311286 | val_loss: 0.031146 | Time: 2106.84 ms [2022-04-19 02:45:26 main:574] : INFO : Epoch 1900 | loss: 0.0311266 | val_loss: 0.0311465 | Time: 2099.97 ms [2022-04-19 02:45:28 main:574] : INFO : Epoch 1901 | loss: 0.0311264 | val_loss: 0.0311485 | Time: 2127.48 ms [2022-04-19 02:45:31 main:574] : INFO : Epoch 1902 | loss: 0.0311338 | val_loss: 0.0311522 | Time: 2070.28 ms [2022-04-19 02:45:33 main:574] : INFO : Epoch 1903 | loss: 0.031136 | val_loss: 0.0311485 | Time: 2088.51 ms [2022-04-19 02:45:35 main:574] : INFO : Epoch 1904 | loss: 0.0311283 | val_loss: 0.031144 | Time: 2050.73 ms [2022-04-19 02:45:37 main:574] : INFO : Epoch 1905 | loss: 0.03113 | val_loss: 0.0311482 | Time: 2069.44 ms [2022-04-19 02:45:39 main:574] : INFO : Epoch 1906 | loss: 0.0311289 | val_loss: 0.031143 | Time: 2070.21 ms [2022-04-19 02:45:41 main:574] : INFO : Epoch 1907 | loss: 0.0311271 | val_loss: 0.0311456 | Time: 2049.19 ms [2022-04-19 02:45:43 main:574] : INFO : Epoch 1908 | loss: 0.0311271 | val_loss: 0.0311449 | Time: 2050.73 ms [2022-04-19 02:45:45 main:574] : INFO : Epoch 1909 | loss: 0.0311275 | val_loss: 0.0311462 | Time: 2098.94 ms [2022-04-19 02:45:48 main:574] : INFO : Epoch 1910 | loss: 0.0311307 | val_loss: 0.0311444 | Time: 2097.78 ms [2022-04-19 02:45:50 main:574] : INFO : Epoch 1911 | loss: 0.0311277 | val_loss: 0.0311433 | Time: 2121.72 ms [2022-04-19 02:45:52 main:574] : INFO : Epoch 1912 | loss: 0.0311257 | val_loss: 0.0311474 | Time: 2107.36 ms [2022-04-19 02:45:54 main:574] : INFO : Epoch 1913 | loss: 0.0311315 | val_loss: 0.031142 | Time: 2103.98 ms [2022-04-19 02:45:56 main:574] : INFO : Epoch 1914 | loss: 0.0311256 | val_loss: 0.0311442 | Time: 2036.3 ms [2022-04-19 02:45:59 main:574] : INFO : Epoch 1915 | loss: 0.0311253 | val_loss: 0.0311457 | Time: 2091.41 ms [2022-04-19 02:46:01 main:574] : INFO : Epoch 1916 | loss: 0.0311319 | val_loss: 0.0311462 | Time: 2122.85 ms [2022-04-19 02:46:03 main:574] : INFO : Epoch 1917 | loss: 0.0311271 | val_loss: 0.0311507 | Time: 2127.14 ms [2022-04-19 02:46:05 main:574] : INFO : Epoch 1918 | loss: 0.0311286 | val_loss: 0.0311508 | Time: 2108.28 ms [2022-04-19 02:46:07 main:574] : INFO : Epoch 1919 | loss: 0.031129 | val_loss: 0.0311458 | Time: 2060.93 ms [2022-04-19 02:46:09 main:574] : INFO : Epoch 1920 | loss: 0.031125 | val_loss: 0.0311454 | Time: 2049.01 ms [2022-04-19 02:46:11 main:574] : INFO : Epoch 1921 | loss: 0.0311267 | val_loss: 0.0311483 | Time: 2019.65 ms [2022-04-19 02:46:14 main:574] : INFO : Epoch 1922 | loss: 0.0311245 | val_loss: 0.0311467 | Time: 2082.86 ms [2022-04-19 02:46:16 main:574] : INFO : Epoch 1923 | loss: 0.0311268 | val_loss: 0.0311469 | Time: 2073.75 ms [2022-04-19 02:46:18 main:574] : INFO : Epoch 1924 | loss: 0.0311317 | val_loss: 0.0311575 | Time: 2087.18 ms [2022-04-19 02:46:20 main:574] : INFO : Epoch 1925 | loss: 0.0311272 | val_loss: 0.0311463 | Time: 2099.05 ms [2022-04-19 02:46:22 main:574] : INFO : Epoch 1926 | loss: 0.0311265 | val_loss: 0.0311492 | Time: 2027.35 ms [2022-04-19 02:46:24 main:574] : INFO : Epoch 1927 | loss: 0.0311264 | val_loss: 0.03115 | Time: 2055.8 ms [2022-04-19 02:46:26 main:574] : INFO : Epoch 1928 | loss: 0.0311339 | val_loss: 0.0311489 | Time: 2098.54 ms [2022-04-19 02:46:28 main:574] : INFO : Epoch 1929 | loss: 0.0311243 | val_loss: 0.0311628 | Time: 2096.93 ms [2022-04-19 02:46:31 main:574] : INFO : Epoch 1930 | loss: 0.0311289 | val_loss: 0.0311562 | Time: 2089.82 ms [2022-04-19 02:46:33 main:574] : INFO : Epoch 1931 | loss: 0.0311277 | val_loss: 0.0311498 | Time: 2082.4 ms [2022-04-19 02:46:35 main:574] : INFO : Epoch 1932 | loss: 0.0311245 | val_loss: 0.0311498 | Time: 2112.08 ms [2022-04-19 02:46:37 main:574] : INFO : Epoch 1933 | loss: 0.03112 | val_loss: 0.0311508 | Time: 2067.15 ms [2022-04-19 02:46:39 main:574] : INFO : Epoch 1934 | loss: 0.0311232 | val_loss: 0.0311514 | Time: 2060.91 ms [2022-04-19 02:46:41 main:574] : INFO : Epoch 1935 | loss: 0.0311218 | val_loss: 0.031152 | Time: 2064.34 ms [2022-04-19 02:46:43 main:574] : INFO : Epoch 1936 | loss: 0.0311303 | val_loss: 0.0311563 | Time: 2053.22 ms [2022-04-19 02:46:45 main:574] : INFO : Epoch 1937 | loss: 0.0311298 | val_loss: 0.0311501 | Time: 2051.69 ms [2022-04-19 02:46:48 main:574] : INFO : Epoch 1938 | loss: 0.0311264 | val_loss: 0.0311486 | Time: 2089.46 ms [2022-04-19 02:46:50 main:574] : INFO : Epoch 1939 | loss: 0.0311291 | val_loss: 0.0311509 | Time: 2062.65 ms [2022-04-19 02:46:52 main:574] : INFO : Epoch 1940 | loss: 0.0311269 | val_loss: 0.0311606 | Time: 2111.36 ms [2022-04-19 02:46:54 main:574] : INFO : Epoch 1941 | loss: 0.0311289 | val_loss: 0.0311523 | Time: 2111.34 ms [2022-04-19 02:46:56 main:574] : INFO : Epoch 1942 | loss: 0.0311311 | val_loss: 0.0311652 | Time: 2101.93 ms [2022-04-19 02:46:58 main:574] : INFO : Epoch 1943 | loss: 0.0311255 | val_loss: 0.0311472 | Time: 2095.96 ms [2022-04-19 02:47:00 main:574] : INFO : Epoch 1944 | loss: 0.0311217 | val_loss: 0.0311465 | Time: 2066.94 ms [2022-04-19 02:47:03 main:574] : INFO : Epoch 1945 | loss: 0.0311223 | val_loss: 0.0311468 | Time: 2076.14 ms [2022-04-19 02:47:05 main:574] : INFO : Epoch 1946 | loss: 0.0311198 | val_loss: 0.0311472 | Time: 2100.26 ms [2022-04-19 02:47:07 main:574] : INFO : Epoch 1947 | loss: 0.0311201 | val_loss: 0.0311477 | Time: 2133.82 ms [2022-04-19 02:47:09 main:574] : INFO : Epoch 1948 | loss: 0.03112 | val_loss: 0.03115 | Time: 2127.23 ms [2022-04-19 02:47:11 main:574] : INFO : Epoch 1949 | loss: 0.0311269 | val_loss: 0.0311553 | Time: 2092.29 ms [2022-04-19 02:47:13 main:574] : INFO : Epoch 1950 | loss: 0.0311347 | val_loss: 0.0311523 | Time: 2095.79 ms [2022-04-19 02:47:15 main:574] : INFO : Epoch 1951 | loss: 0.0311249 | val_loss: 0.0311486 | Time: 2064.96 ms [2022-04-19 02:47:18 main:574] : INFO : Epoch 1952 | loss: 0.0311313 | val_loss: 0.0311499 | Time: 2075.62 ms [2022-04-19 02:47:20 main:574] : INFO : Epoch 1953 | loss: 0.0311339 | val_loss: 0.0311592 | Time: 2092.56 ms [2022-04-19 02:47:22 main:574] : INFO : Epoch 1954 | loss: 0.0311367 | val_loss: 0.0311529 | Time: 2095.25 ms [2022-04-19 02:47:24 main:574] : INFO : Epoch 1955 | loss: 0.0311283 | val_loss: 0.0311599 | Time: 2064.56 ms [2022-04-19 02:47:26 main:574] : INFO : Epoch 1956 | loss: 0.0311293 | val_loss: 0.0311558 | Time: 2082.24 ms [2022-04-19 02:47:28 main:574] : INFO : Epoch 1957 | loss: 0.0311311 | val_loss: 0.031147 | Time: 2137.33 ms [2022-04-19 02:47:30 main:574] : INFO : Epoch 1958 | loss: 0.0311255 | val_loss: 0.0311475 | Time: 2100.84 ms [2022-04-19 02:47:33 main:574] : INFO : Epoch 1959 | loss: 0.031121 | val_loss: 0.0311481 | Time: 2022.1 ms [2022-04-19 02:47:35 main:574] : INFO : Epoch 1960 | loss: 0.0311221 | val_loss: 0.0311488 | Time: 2083.08 ms [2022-04-19 02:47:37 main:574] : INFO : Epoch 1961 | loss: 0.0311309 | val_loss: 0.03117 | Time: 2128.97 ms [2022-04-19 02:47:39 main:574] : INFO : Epoch 1962 | loss: 0.031134 | val_loss: 0.0311543 | Time: 2246.35 ms [2022-04-19 02:47:42 main:574] : INFO : Epoch 1963 | loss: 0.0311292 | val_loss: 0.0311522 | Time: 2104.29 ms [2022-04-19 02:47:44 main:574] : INFO : Epoch 1964 | loss: 0.031127 | val_loss: 0.0311475 | Time: 2153.83 ms [2022-04-19 02:47:46 main:574] : INFO : Epoch 1965 | loss: 0.0311314 | val_loss: 0.0311602 | Time: 2148.71 ms [2022-04-19 02:47:48 main:574] : INFO : Epoch 1966 | loss: 0.0311467 | val_loss: 0.0311538 | Time: 2132.68 ms [2022-04-19 02:47:50 main:574] : INFO : Epoch 1967 | loss: 0.0311376 | val_loss: 0.0311494 | Time: 2013.42 ms [2022-04-19 02:47:52 main:574] : INFO : Epoch 1968 | loss: 0.0311343 | val_loss: 0.031154 | Time: 2078.49 ms [2022-04-19 02:47:54 main:574] : INFO : Epoch 1969 | loss: 0.0311382 | val_loss: 0.0311497 | Time: 2147.78 ms [2022-04-19 02:47:57 main:574] : INFO : Epoch 1970 | loss: 0.0311383 | val_loss: 0.0311617 | Time: 2151.66 ms [2022-04-19 02:47:59 main:574] : INFO : Epoch 1971 | loss: 0.0311384 | val_loss: 0.0311486 | Time: 2128.02 ms [2022-04-19 02:48:01 main:574] : INFO : Epoch 1972 | loss: 0.0311377 | val_loss: 0.0311463 | Time: 2117.05 ms [2022-04-19 02:48:04 main:574] : INFO : Epoch 1973 | loss: 0.0311326 | val_loss: 0.0311538 | Time: 2128.85 ms [2022-04-19 02:48:06 main:574] : INFO : Epoch 1974 | loss: 0.0311303 | val_loss: 0.031149 | Time: 2094.96 ms [2022-04-19 02:48:08 main:574] : INFO : Epoch 1975 | loss: 0.0311321 | val_loss: 0.0311508 | Time: 2073.9 ms [2022-04-19 02:48:10 main:574] : INFO : Epoch 1976 | loss: 0.0311336 | val_loss: 0.031151 | Time: 2135.89 ms [2022-04-19 02:48:13 main:574] : INFO : Epoch 1977 | loss: 0.0311314 | val_loss: 0.0311472 | Time: 2093.2 ms [2022-04-19 02:48:15 main:574] : INFO : Epoch 1978 | loss: 0.0311315 | val_loss: 0.0311521 | Time: 2101.01 ms [2022-04-19 02:48:17 main:574] : INFO : Epoch 1979 | loss: 0.0311286 | val_loss: 0.0311447 | Time: 2093.15 ms [2022-04-19 02:48:19 main:574] : INFO : Epoch 1980 | loss: 0.0311327 | val_loss: 0.0311595 | Time: 2056.24 ms [2022-04-19 02:48:21 main:574] : INFO : Epoch 1981 | loss: 0.0311354 | val_loss: 0.0311457 | Time: 2129.6 ms [2022-04-19 02:48:23 main:574] : INFO : Epoch 1982 | loss: 0.0311374 | val_loss: 0.0311504 | Time: 2107.94 ms [2022-04-19 02:48:25 main:574] : INFO : Epoch 1983 | loss: 0.0311284 | val_loss: 0.0311475 | Time: 2092.77 ms [2022-04-19 02:48:28 main:574] : INFO : Epoch 1984 | loss: 0.0311266 | val_loss: 0.0311453 | Time: 2116.49 ms [2022-04-19 02:48:30 main:574] : INFO : Epoch 1985 | loss: 0.0311252 | val_loss: 0.0311499 | Time: 2095.61 ms [2022-04-19 02:48:32 main:574] : INFO : Epoch 1986 | loss: 0.0311258 | val_loss: 0.031146 | Time: 2062.35 ms [2022-04-19 02:48:34 main:574] : INFO : Epoch 1987 | loss: 0.0311281 | val_loss: 0.0311524 | Time: 2144.5 ms [2022-04-19 02:48:36 main:574] : INFO : Epoch 1988 | loss: 0.0311228 | val_loss: 0.0311554 | Time: 2078.01 ms [2022-04-19 02:48:38 main:574] : INFO : Epoch 1989 | loss: 0.0311249 | val_loss: 0.0311478 | Time: 2115.76 ms [2022-04-19 02:48:40 main:574] : INFO : Epoch 1990 | loss: 0.0311251 | val_loss: 0.0311462 | Time: 2103.04 ms [2022-04-19 02:48:43 main:574] : INFO : Epoch 1991 | loss: 0.0311316 | val_loss: 0.031174 | Time: 2114.7 ms [2022-04-19 02:48:45 main:574] : INFO : Epoch 1992 | loss: 0.0311349 | val_loss: 0.031156 | Time: 2084.46 ms [2022-04-19 02:48:47 main:574] : INFO : Epoch 1993 | loss: 0.0311359 | val_loss: 0.0311517 | Time: 2110.65 ms [2022-04-19 02:48:49 main:574] : INFO : Epoch 1994 | loss: 0.031131 | val_loss: 0.0311575 | Time: 2104.11 ms [2022-04-19 02:48:52 main:574] : INFO : Epoch 1995 | loss: 0.0311267 | val_loss: 0.0311521 | Time: 2070.58 ms [2022-04-19 02:48:54 main:574] : INFO : Epoch 1996 | loss: 0.0311228 | val_loss: 0.03115 | Time: 2117.45 ms [2022-04-19 02:48:56 main:574] : INFO : Epoch 1997 | loss: 0.0311268 | val_loss: 0.031148 | Time: 2101.52 ms [2022-04-19 02:48:58 main:574] : INFO : Epoch 1998 | loss: 0.0311253 | val_loss: 0.031151 | Time: 2164.84 ms [2022-04-19 02:49:00 main:574] : INFO : Epoch 1999 | loss: 0.0311216 | val_loss: 0.0311485 | Time: 2214.65 ms [2022-04-19 02:49:03 main:574] : INFO : Epoch 2000 | loss: 0.0311238 | val_loss: 0.0311507 | Time: 2115.31 ms [2022-04-19 02:49:05 main:574] : INFO : Epoch 2001 | loss: 0.0311206 | val_loss: 0.0311454 | Time: 2139.59 ms [2022-04-19 02:49:07 main:574] : INFO : Epoch 2002 | loss: 0.0311232 | val_loss: 0.0311551 | Time: 2172.03 ms [2022-04-19 02:49:09 main:574] : INFO : Epoch 2003 | loss: 0.0311225 | val_loss: 0.0311487 | Time: 2126.52 ms [2022-04-19 02:49:11 main:574] : INFO : Epoch 2004 | loss: 0.0311214 | val_loss: 0.0311564 | Time: 2124.68 ms [2022-04-19 02:49:14 main:574] : INFO : Epoch 2005 | loss: 0.0311243 | val_loss: 0.0311539 | Time: 2102.82 ms [2022-04-19 02:49:16 main:574] : INFO : Epoch 2006 | loss: 0.0311197 | val_loss: 0.0311484 | Time: 2130.98 ms [2022-04-19 02:49:18 main:574] : INFO : Epoch 2007 | loss: 0.0311254 | val_loss: 0.0311522 | Time: 2139.6 ms [2022-04-19 02:49:20 main:574] : INFO : Epoch 2008 | loss: 0.0311346 | val_loss: 0.0311479 | Time: 2118.95 ms [2022-04-19 02:49:22 main:574] : INFO : Epoch 2009 | loss: 0.0311305 | val_loss: 0.0311492 | Time: 2111.55 ms [2022-04-19 02:49:25 main:574] : INFO : Epoch 2010 | loss: 0.0311273 | val_loss: 0.0311477 | Time: 2115.83 ms [2022-04-19 02:49:27 main:574] : INFO : Epoch 2011 | loss: 0.0311234 | val_loss: 0.0311526 | Time: 2120.72 ms [2022-04-19 02:49:29 main:574] : INFO : Epoch 2012 | loss: 0.0311255 | val_loss: 0.0311616 | Time: 2138.14 ms [2022-04-19 02:49:31 main:574] : INFO : Epoch 2013 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 2116.76 ms [2022-04-19 02:49:34 main:574] : INFO : Epoch 2014 | loss: 0.0311304 | val_loss: 0.0311534 | Time: 2159.54 ms [2022-04-19 02:49:36 main:574] : INFO : Epoch 2015 | loss: 0.0311258 | val_loss: 0.0311587 | Time: 2140.3 ms [2022-04-19 02:49:38 main:574] : INFO : Epoch 2016 | loss: 0.031128 | val_loss: 0.0311531 | Time: 2129.75 ms [2022-04-19 02:49:40 main:574] : INFO : Epoch 2017 | loss: 0.0311287 | val_loss: 0.0311818 | Time: 2170.44 ms [2022-04-19 02:49:42 main:574] : INFO : Epoch 2018 | loss: 0.0311342 | val_loss: 0.0311517 | Time: 2190.37 ms [2022-04-19 02:49:45 main:574] : INFO : Epoch 2019 | loss: 0.0311294 | val_loss: 0.0311518 | Time: 2200.14 ms [2022-04-19 02:49:47 main:574] : INFO : Epoch 2020 | loss: 0.03113 | val_loss: 0.0311449 | Time: 2179.08 ms [2022-04-19 02:49:49 main:574] : INFO : Epoch 2021 | loss: 0.0311276 | val_loss: 0.0311492 | Time: 2090.13 ms [2022-04-19 02:49:51 main:574] : INFO : Epoch 2022 | loss: 0.0311262 | val_loss: 0.0311483 | Time: 2104.38 ms [2022-04-19 02:49:54 main:574] : INFO : Epoch 2023 | loss: 0.0311269 | val_loss: 0.0311524 | Time: 2121.12 ms [2022-04-19 02:49:56 main:574] : INFO : Epoch 2024 | loss: 0.031127 | val_loss: 0.0311593 | Time: 2169.95 ms [2022-04-19 02:49:58 main:574] : INFO : Epoch 2025 | loss: 0.0311358 | val_loss: 0.0311487 | Time: 2149.89 ms [2022-04-19 02:50:00 main:574] : INFO : Epoch 2026 | loss: 0.0311314 | val_loss: 0.0311454 | Time: 2161.7 ms [2022-04-19 02:50:03 main:574] : INFO : Epoch 2027 | loss: 0.0311311 | val_loss: 0.0311495 | Time: 2121.61 ms [2022-04-19 02:50:05 main:574] : INFO : Epoch 2028 | loss: 0.0311271 | val_loss: 0.0311526 | Time: 2113.33 ms [2022-04-19 02:50:07 main:574] : INFO : Epoch 2029 | loss: 0.0311258 | val_loss: 0.0311463 | Time: 2127.54 ms [2022-04-19 02:50:09 main:574] : INFO : Epoch 2030 | loss: 0.0311263 | val_loss: 0.0311446 | Time: 2138.21 ms [2022-04-19 02:50:12 main:574] : INFO : Epoch 2031 | loss: 0.031128 | val_loss: 0.0311458 | Time: 2141.59 ms [2022-04-19 02:50:14 main:574] : INFO : Epoch 2032 | loss: 0.0311353 | val_loss: 0.0311602 | Time: 2159.72 ms [2022-04-19 02:50:16 main:574] : INFO : Epoch 2033 | loss: 0.0311327 | val_loss: 0.0311476 | Time: 2110.63 ms [2022-04-19 02:50:18 main:574] : INFO : Epoch 2034 | loss: 0.0311287 | val_loss: 0.031146 | Time: 2159.64 ms [2022-04-19 02:50:20 main:574] : INFO : Epoch 2035 | loss: 0.0311273 | val_loss: 0.0311494 | Time: 2095.8 ms [2022-04-19 02:50:22 main:574] : INFO : Epoch 2036 | loss: 0.0311241 | val_loss: 0.0311533 | Time: 2119.47 ms [2022-04-19 02:50:25 main:574] : INFO : Epoch 2037 | loss: 0.0311283 | val_loss: 0.0311432 | Time: 2063.67 ms [2022-04-19 02:50:27 main:574] : INFO : Epoch 2038 | loss: 0.0311235 | val_loss: 0.0311446 | Time: 2113.58 ms [2022-04-19 02:50:29 main:574] : INFO : Epoch 2039 | loss: 0.0311226 | val_loss: 0.0311455 | Time: 2064.48 ms [2022-04-19 02:50:31 main:574] : INFO : Epoch 2040 | loss: 0.0311252 | val_loss: 0.0311479 | Time: 2137.88 ms [2022-04-19 02:50:33 main:574] : INFO : Epoch 2041 | loss: 0.0311256 | val_loss: 0.0311442 | Time: 2121.06 ms [2022-04-19 02:50:35 main:574] : INFO : Epoch 2042 | loss: 0.0311275 | val_loss: 0.0311589 | Time: 2107.37 ms [2022-04-19 02:50:38 main:574] : INFO : Epoch 2043 | loss: 0.0311397 | val_loss: 0.0311702 | Time: 2131.6 ms [2022-04-19 02:50:39 main:574] : INFO : Epoch 2044 | loss: 0.0311357 | val_loss: 0.031164 | Time: 1786.27 ms [2022-04-19 02:50:42 main:574] : INFO : Epoch 2045 | loss: 0.0311291 | val_loss: 0.0311547 | Time: 1855.37 ms [2022-04-19 02:50:44 main:574] : INFO : Epoch 2046 | loss: 0.031124 | val_loss: 0.0311492 | Time: 1904.52 ms [2022-04-19 02:50:45 main:574] : INFO : Epoch 2047 | loss: 0.0311275 | val_loss: 0.0311528 | Time: 1829.59 ms [2022-04-19 02:50:48 main:574] : INFO : Epoch 2048 | loss: 0.031121 | val_loss: 0.031151 | Time: 1792.77 ms [2022-04-19 02:50:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031151 [2022-04-19 02:50:50 main:603] : INFO : Saving end state to config to file [2022-04-19 02:50:51 main:608] : INFO : Success, exiting.. 02:50:52 (18248): 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)