Task 14627121
| Name | ParityModified-1647048366-8005-3-0_2 |
| Workunit | 11623325 |
| Created | 20 Apr 2022, 8:05:57 UTC |
| Sent | 20 Apr 2022, 8:06:20 UTC |
| Report deadline | 28 Apr 2022, 8:06:20 UTC |
| Received | 20 Apr 2022, 9:11:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 5 min 3 sec |
| CPU time | 1 hours 4 min 57 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 | 17.58 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> | Time: 1903.84 ms [2022-04-20 10:55:20 main:581] : INFO : Epoch 1538 | loss: 0.0311048 | val_loss: 0.0311605 | Time: 1910.23 ms [2022-04-20 10:55:22 main:581] : INFO : Epoch 1539 | loss: 0.0311024 | val_loss: 0.0311572 | Time: 1898.89 ms [2022-04-20 10:55:24 main:581] : INFO : Epoch 1540 | loss: 0.0311013 | val_loss: 0.0311569 | Time: 1900.92 ms [2022-04-20 10:55:26 main:581] : INFO : Epoch 1541 | loss: 0.0310999 | val_loss: 0.0311616 | Time: 1903.5 ms [2022-04-20 10:55:28 main:581] : INFO : Epoch 1542 | loss: 0.0311006 | val_loss: 0.0311591 | Time: 1895.73 ms [2022-04-20 10:55:30 main:581] : INFO : Epoch 1543 | loss: 0.0311009 | val_loss: 0.031161 | Time: 1905.51 ms [2022-04-20 10:55:32 main:581] : INFO : Epoch 1544 | loss: 0.0311003 | val_loss: 0.0311608 | Time: 1910.18 ms [2022-04-20 10:55:33 main:581] : INFO : Epoch 1545 | loss: 0.0311035 | val_loss: 0.0311604 | Time: 1906.74 ms [2022-04-20 10:55:35 main:581] : INFO : Epoch 1546 | loss: 0.0311109 | val_loss: 0.031155 | Time: 1927.12 ms [2022-04-20 10:55:37 main:581] : INFO : Epoch 1547 | loss: 0.0311079 | val_loss: 0.031157 | Time: 1902.53 ms [2022-04-20 10:55:39 main:581] : INFO : Epoch 1548 | loss: 0.0311097 | val_loss: 0.0311558 | Time: 1896.51 ms [2022-04-20 10:55:41 main:581] : INFO : Epoch 1549 | loss: 0.0311126 | val_loss: 0.0311574 | Time: 1906.82 ms [2022-04-20 10:55:43 main:581] : INFO : Epoch 1550 | loss: 0.0311102 | val_loss: 0.0311606 | Time: 1896.92 ms [2022-04-20 10:55:45 main:581] : INFO : Epoch 1551 | loss: 0.0311097 | val_loss: 0.0311579 | Time: 1907.21 ms [2022-04-20 10:55:47 main:581] : INFO : Epoch 1552 | loss: 0.0311071 | val_loss: 0.0311599 | Time: 1897.96 ms [2022-04-20 10:55:49 main:581] : INFO : Epoch 1553 | loss: 0.0311101 | val_loss: 0.031156 | Time: 1902.49 ms [2022-04-20 10:55:51 main:581] : INFO : Epoch 1554 | loss: 0.0311086 | val_loss: 0.0311562 | Time: 1901.99 ms [2022-04-20 10:55:53 main:581] : INFO : Epoch 1555 | loss: 0.0311072 | val_loss: 0.0311592 | Time: 1902.19 ms [2022-04-20 10:55:54 main:581] : INFO : Epoch 1556 | loss: 0.0311076 | val_loss: 0.031165 | Time: 1898.12 ms [2022-04-20 10:55:56 main:581] : INFO : Epoch 1557 | loss: 0.0311057 | val_loss: 0.0311602 | Time: 1907.96 ms [2022-04-20 10:55:58 main:581] : INFO : Epoch 1558 | loss: 0.0311075 | val_loss: 0.0311528 | Time: 1899.19 ms [2022-04-20 10:56:00 main:581] : INFO : Epoch 1559 | loss: 0.0311051 | val_loss: 0.0311573 | Time: 1907.51 ms [2022-04-20 10:56:02 main:581] : INFO : Epoch 1560 | loss: 0.031103 | val_loss: 0.0311636 | Time: 1900.36 ms [2022-04-20 10:56:04 main:581] : INFO : Epoch 1561 | loss: 0.0311026 | val_loss: 0.0311607 | Time: 1896.17 ms [2022-04-20 10:56:06 main:581] : INFO : Epoch 1562 | loss: 0.0311021 | val_loss: 0.0311612 | Time: 1907.1 ms [2022-04-20 10:56:08 main:581] : INFO : Epoch 1563 | loss: 0.0311015 | val_loss: 0.031157 | Time: 1897.41 ms [2022-04-20 10:56:10 main:581] : INFO : Epoch 1564 | loss: 0.0311019 | val_loss: 0.0311614 | Time: 1906.05 ms [2022-04-20 10:56:12 main:581] : INFO : Epoch 1565 | loss: 0.0311009 | val_loss: 0.031162 | Time: 1905.96 ms [2022-04-20 10:56:13 main:581] : INFO : Epoch 1566 | loss: 0.0311013 | val_loss: 0.0311604 | Time: 1898.85 ms [2022-04-20 10:56:15 main:581] : INFO : Epoch 1567 | loss: 0.0310998 | val_loss: 0.0311575 | Time: 1902.04 ms [2022-04-20 10:56:17 main:581] : INFO : Epoch 1568 | loss: 0.0311004 | val_loss: 0.0311572 | Time: 1901.76 ms [2022-04-20 10:56:19 main:581] : INFO : Epoch 1569 | loss: 0.0311003 | val_loss: 0.0311603 | Time: 1899.04 ms [2022-04-20 10:56:21 main:581] : INFO : Epoch 1570 | loss: 0.0311002 | val_loss: 0.0311524 | Time: 1907.35 ms [2022-04-20 10:56:23 main:581] : INFO : Epoch 1571 | loss: 0.0311029 | val_loss: 0.0311567 | Time: 1899.26 ms [2022-04-20 10:56:25 main:581] : INFO : Epoch 1572 | loss: 0.0311052 | val_loss: 0.0311584 | Time: 1906.17 ms [2022-04-20 10:56:27 main:581] : INFO : Epoch 1573 | loss: 0.0311017 | val_loss: 0.03116 | Time: 1902.82 ms [2022-04-20 10:56:29 main:581] : INFO : Epoch 1574 | loss: 0.0311001 | val_loss: 0.0311611 | Time: 1908 ms [2022-04-20 10:56:31 main:581] : INFO : Epoch 1575 | loss: 0.0311 | val_loss: 0.0311562 | Time: 1908.62 ms [2022-04-20 10:56:33 main:581] : INFO : Epoch 1576 | loss: 0.0311007 | val_loss: 0.0311591 | Time: 1901.27 ms [2022-04-20 10:56:34 main:581] : INFO : Epoch 1577 | loss: 0.0311014 | val_loss: 0.0311604 | Time: 1899.98 ms [2022-04-20 10:56:36 main:581] : INFO : Epoch 1578 | loss: 0.031099 | val_loss: 0.0311635 | Time: 1902.65 ms [2022-04-20 10:56:38 main:581] : INFO : Epoch 1579 | loss: 0.0310983 | val_loss: 0.0311551 | Time: 1897.89 ms [2022-04-20 10:56:40 main:581] : INFO : Epoch 1580 | loss: 0.0310997 | val_loss: 0.0311538 | Time: 1901.57 ms [2022-04-20 10:56:42 main:581] : INFO : Epoch 1581 | loss: 0.0310989 | val_loss: 0.0311535 | Time: 1901.8 ms [2022-04-20 10:56:44 main:581] : INFO : Epoch 1582 | loss: 0.0310993 | val_loss: 0.0311584 | Time: 1898.95 ms [2022-04-20 10:56:46 main:581] : INFO : Epoch 1583 | loss: 0.0310992 | val_loss: 0.0311588 | Time: 1909.1 ms [2022-04-20 10:56:48 main:581] : INFO : Epoch 1584 | loss: 0.0311003 | val_loss: 0.0311568 | Time: 1898.61 ms [2022-04-20 10:56:50 main:581] : INFO : Epoch 1585 | loss: 0.0311003 | val_loss: 0.0311583 | Time: 1901.19 ms [2022-04-20 10:56:52 main:581] : INFO : Epoch 1586 | loss: 0.0311029 | val_loss: 0.0311549 | Time: 1900.86 ms [2022-04-20 10:56:53 main:581] : INFO : Epoch 1587 | loss: 0.0311104 | val_loss: 0.0311591 | Time: 1900.74 ms [2022-04-20 10:56:55 main:581] : INFO : Epoch 1588 | loss: 0.0311084 | val_loss: 0.0311554 | Time: 1905.58 ms [2022-04-20 10:56:57 main:581] : INFO : Epoch 1589 | loss: 0.0311051 | val_loss: 0.0311564 | Time: 1902.87 ms [2022-04-20 10:56:59 main:581] : INFO : Epoch 1590 | loss: 0.0311035 | val_loss: 0.0311533 | Time: 1899.76 ms [2022-04-20 10:57:01 main:581] : INFO : Epoch 1591 | loss: 0.0311059 | val_loss: 0.0311576 | Time: 1907.3 ms [2022-04-20 10:57:03 main:581] : INFO : Epoch 1592 | loss: 0.0311307 | val_loss: 0.0311517 | Time: 1897.41 ms [2022-04-20 10:57:05 main:581] : INFO : Epoch 1593 | loss: 0.0311348 | val_loss: 0.0311461 | Time: 1910.72 ms [2022-04-20 10:57:07 main:581] : INFO : Epoch 1594 | loss: 0.0311334 | val_loss: 0.0311498 | Time: 1903.51 ms [2022-04-20 10:57:09 main:581] : INFO : Epoch 1595 | loss: 0.0311299 | val_loss: 0.0311491 | Time: 1901.12 ms [2022-04-20 10:57:11 main:581] : INFO : Epoch 1596 | loss: 0.0311253 | val_loss: 0.0311465 | Time: 1908.76 ms [2022-04-20 10:57:12 main:581] : INFO : Epoch 1597 | loss: 0.031124 | val_loss: 0.0311533 | Time: 1896.97 ms [2022-04-20 10:57:14 main:581] : INFO : Epoch 1598 | loss: 0.0311215 | val_loss: 0.0311455 | Time: 1898.99 ms [2022-04-20 10:57:16 main:581] : INFO : Epoch 1599 | loss: 0.0311201 | val_loss: 0.0311481 | Time: 1906.55 ms [2022-04-20 10:57:18 main:581] : INFO : Epoch 1600 | loss: 0.0311192 | val_loss: 0.0311444 | Time: 1899.97 ms [2022-04-20 10:57:20 main:581] : INFO : Epoch 1601 | loss: 0.0311164 | val_loss: 0.0311455 | Time: 1904.73 ms [2022-04-20 10:57:22 main:581] : INFO : Epoch 1602 | loss: 0.0311162 | val_loss: 0.031146 | Time: 1902.4 ms [2022-04-20 10:57:24 main:581] : INFO : Epoch 1603 | loss: 0.0311178 | val_loss: 0.0311488 | Time: 1896.66 ms [2022-04-20 10:57:26 main:581] : INFO : Epoch 1604 | loss: 0.0311162 | val_loss: 0.0311461 | Time: 1904.99 ms [2022-04-20 10:57:28 main:581] : INFO : Epoch 1605 | loss: 0.031117 | val_loss: 0.0311457 | Time: 1898.71 ms [2022-04-20 10:57:30 main:581] : INFO : Epoch 1606 | loss: 0.0311144 | val_loss: 0.0311442 | Time: 1910.87 ms [2022-04-20 10:57:32 main:581] : INFO : Epoch 1607 | loss: 0.0311144 | val_loss: 0.0311502 | Time: 1924.36 ms [2022-04-20 10:57:33 main:581] : INFO : Epoch 1608 | loss: 0.0311135 | val_loss: 0.0311434 | Time: 1902.16 ms [2022-04-20 10:57:35 main:581] : INFO : Epoch 1609 | loss: 0.0311148 | val_loss: 0.0311468 | Time: 1901.63 ms [2022-04-20 10:57:37 main:581] : INFO : Epoch 1610 | loss: 0.0311144 | val_loss: 0.0311438 | Time: 1898.94 ms [2022-04-20 10:57:39 main:581] : INFO : Epoch 1611 | loss: 0.0311116 | val_loss: 0.031146 | Time: 1898.03 ms [2022-04-20 10:57:41 main:581] : INFO : Epoch 1612 | loss: 0.0311114 | val_loss: 0.031154 | Time: 1908.11 ms [2022-04-20 10:57:43 main:581] : INFO : Epoch 1613 | loss: 0.0311102 | val_loss: 0.0311507 | Time: 1901.33 ms [2022-04-20 10:57:45 main:581] : INFO : Epoch 1614 | loss: 0.0311116 | val_loss: 0.0311439 | Time: 1904.22 ms [2022-04-20 10:57:47 main:581] : INFO : Epoch 1615 | loss: 0.0311099 | val_loss: 0.0311471 | Time: 1900.09 ms [2022-04-20 10:57:49 main:581] : INFO : Epoch 1616 | loss: 0.0311083 | val_loss: 0.0311438 | Time: 1897.18 ms [2022-04-20 10:57:51 main:581] : INFO : Epoch 1617 | loss: 0.0311078 | val_loss: 0.0311487 | Time: 1908.29 ms [2022-04-20 10:57:52 main:581] : INFO : Epoch 1618 | loss: 0.0311086 | val_loss: 0.0311471 | Time: 1899.3 ms [2022-04-20 10:57:54 main:581] : INFO : Epoch 1619 | loss: 0.0311078 | val_loss: 0.0311468 | Time: 1904.41 ms [2022-04-20 10:57:56 main:581] : INFO : Epoch 1620 | loss: 0.0311067 | val_loss: 0.0311444 | Time: 1912.33 ms [2022-04-20 10:57:58 main:581] : INFO : Epoch 1621 | loss: 0.0311082 | val_loss: 0.0311484 | Time: 1907.86 ms [2022-04-20 10:58:00 main:581] : INFO : Epoch 1622 | loss: 0.0311084 | val_loss: 0.031148 | Time: 1911.5 ms [2022-04-20 10:58:02 main:581] : INFO : Epoch 1623 | loss: 0.0311084 | val_loss: 0.0311447 | Time: 1902.47 ms [2022-04-20 10:58:04 main:581] : INFO : Epoch 1624 | loss: 0.0311081 | val_loss: 0.0311478 | Time: 1898.4 ms [2022-04-20 10:58:06 main:581] : INFO : Epoch 1625 | loss: 0.0311057 | val_loss: 0.0311472 | Time: 1910.65 ms [2022-04-20 10:58:08 main:581] : INFO : Epoch 1626 | loss: 0.0311065 | val_loss: 0.0311481 | Time: 1900.41 ms [2022-04-20 10:58:10 main:581] : INFO : Epoch 1627 | loss: 0.0311073 | val_loss: 0.0311487 | Time: 1901.09 ms [2022-04-20 10:58:11 main:581] : INFO : Epoch 1628 | loss: 0.0311068 | val_loss: 0.0311457 | Time: 1899.9 ms [2022-04-20 10:58:13 main:581] : INFO : Epoch 1629 | loss: 0.0311085 | val_loss: 0.0311454 | Time: 1898.69 ms [2022-04-20 10:58:15 main:581] : INFO : Epoch 1630 | loss: 0.0311102 | val_loss: 0.0311496 | Time: 1901.58 ms [2022-04-20 10:58:17 main:581] : INFO : Epoch 1631 | loss: 0.0311069 | val_loss: 0.0311448 | Time: 1897.37 ms [2022-04-20 10:58:19 main:581] : INFO : Epoch 1632 | loss: 0.0311059 | val_loss: 0.0311468 | Time: 1904.24 ms [2022-04-20 10:58:21 main:581] : INFO : Epoch 1633 | loss: 0.0311097 | val_loss: 0.0311473 | Time: 1908.48 ms [2022-04-20 10:58:23 main:581] : INFO : Epoch 1634 | loss: 0.0311084 | val_loss: 0.0311495 | Time: 1905.34 ms [2022-04-20 10:58:25 main:581] : INFO : Epoch 1635 | loss: 0.0311131 | val_loss: 0.0311501 | Time: 1909.22 ms [2022-04-20 10:58:27 main:581] : INFO : Epoch 1636 | loss: 0.0311184 | val_loss: 0.0311448 | Time: 1906.55 ms [2022-04-20 10:58:29 main:581] : INFO : Epoch 1637 | loss: 0.031115 | val_loss: 0.0311453 | Time: 1907.38 ms [2022-04-20 10:58:31 main:581] : INFO : Epoch 1638 | loss: 0.0311122 | val_loss: 0.0311479 | Time: 1914.85 ms [2022-04-20 10:58:32 main:581] : INFO : Epoch 1639 | loss: 0.0311135 | val_loss: 0.0311512 | Time: 1909.08 ms [2022-04-20 10:58:34 main:581] : INFO : Epoch 1640 | loss: 0.0311142 | val_loss: 0.0311475 | Time: 1913.53 ms [2022-04-20 10:58:36 main:581] : INFO : Epoch 1641 | loss: 0.0311141 | val_loss: 0.0311498 | Time: 1903.94 ms [2022-04-20 10:58:38 main:581] : INFO : Epoch 1642 | loss: 0.031114 | val_loss: 0.0311498 | Time: 1899.68 ms [2022-04-20 10:58:40 main:581] : INFO : Epoch 1643 | loss: 0.0311144 | val_loss: 0.03115 | Time: 1907.16 ms [2022-04-20 10:58:42 main:581] : INFO : Epoch 1644 | loss: 0.0311142 | val_loss: 0.03115 | Time: 1901.11 ms [2022-04-20 10:58:44 main:581] : INFO : Epoch 1645 | loss: 0.0311138 | val_loss: 0.0311485 | Time: 1900.41 ms [2022-04-20 10:58:46 main:581] : INFO : Epoch 1646 | loss: 0.0311102 | val_loss: 0.0311477 | Time: 1908.92 ms [2022-04-20 10:58:48 main:581] : INFO : Epoch 1647 | loss: 0.0311095 | val_loss: 0.0311496 | Time: 1905.31 ms [2022-04-20 10:58:50 main:581] : INFO : Epoch 1648 | loss: 0.0311085 | val_loss: 0.0311464 | Time: 1904.91 ms [2022-04-20 10:58:51 main:581] : INFO : Epoch 1649 | loss: 0.0311108 | val_loss: 0.0311512 | Time: 1912.59 ms [2022-04-20 10:58:53 main:581] : INFO : Epoch 1650 | loss: 0.0311093 | val_loss: 0.0311462 | Time: 1909.44 ms [2022-04-20 10:58:55 main:581] : INFO : Epoch 1651 | loss: 0.0311088 | val_loss: 0.0311497 | Time: 1914.27 ms [2022-04-20 10:58:57 main:581] : INFO : Epoch 1652 | loss: 0.0311114 | val_loss: 0.0311527 | Time: 1898.6 ms [2022-04-20 10:58:59 main:581] : INFO : Epoch 1653 | loss: 0.0311261 | val_loss: 0.0311541 | Time: 1917.19 ms [2022-04-20 10:59:01 main:581] : INFO : Epoch 1654 | loss: 0.0311262 | val_loss: 0.0311518 | Time: 1905.37 ms [2022-04-20 10:59:03 main:581] : INFO : Epoch 1655 | loss: 0.0311227 | val_loss: 0.0311481 | Time: 1910.09 ms [2022-04-20 10:59:05 main:581] : INFO : Epoch 1656 | loss: 0.0311203 | val_loss: 0.0311468 | Time: 1906.77 ms [2022-04-20 10:59:07 main:581] : INFO : Epoch 1657 | loss: 0.0311187 | val_loss: 0.031151 | Time: 1904.75 ms [2022-04-20 10:59:09 main:581] : INFO : Epoch 1658 | loss: 0.0311169 | val_loss: 0.0311473 | Time: 1899.65 ms [2022-04-20 10:59:11 main:581] : INFO : Epoch 1659 | loss: 0.0311193 | val_loss: 0.0311467 | Time: 1905.68 ms [2022-04-20 10:59:12 main:581] : INFO : Epoch 1660 | loss: 0.0311194 | val_loss: 0.0311458 | Time: 1897.34 ms [2022-04-20 10:59:14 main:581] : INFO : Epoch 1661 | loss: 0.0311177 | val_loss: 0.0311524 | Time: 1901.19 ms [2022-04-20 10:59:16 main:581] : INFO : Epoch 1662 | loss: 0.0311174 | val_loss: 0.031152 | Time: 1908.43 ms [2022-04-20 10:59:18 main:581] : INFO : Epoch 1663 | loss: 0.031117 | val_loss: 0.031153 | Time: 1904.97 ms [2022-04-20 10:59:20 main:581] : INFO : Epoch 1664 | loss: 0.0311148 | val_loss: 0.0311471 | Time: 1907.22 ms [2022-04-20 10:59:22 main:581] : INFO : Epoch 1665 | loss: 0.031116 | val_loss: 0.0311446 | Time: 1899.94 ms [2022-04-20 10:59:24 main:581] : INFO : Epoch 1666 | loss: 0.0311143 | val_loss: 0.0311422 | Time: 1896.85 ms [2022-04-20 10:59:26 main:581] : INFO : Epoch 1667 | loss: 0.0311143 | val_loss: 0.0311471 | Time: 1906.07 ms [2022-04-20 10:59:28 main:581] : INFO : Epoch 1668 | loss: 0.0311134 | val_loss: 0.0311434 | Time: 1899.15 ms [2022-04-20 10:59:30 main:581] : INFO : Epoch 1669 | loss: 0.0311122 | val_loss: 0.031143 | Time: 1901.09 ms [2022-04-20 10:59:32 main:581] : INFO : Epoch 1670 | loss: 0.031112 | val_loss: 0.0311445 | Time: 1906.73 ms [2022-04-20 10:59:33 main:581] : INFO : Epoch 1671 | loss: 0.0311112 | val_loss: 0.0311497 | Time: 1897.05 ms [2022-04-20 10:59:35 main:581] : INFO : Epoch 1672 | loss: 0.0311114 | val_loss: 0.0311484 | Time: 1912.1 ms [2022-04-20 10:59:37 main:581] : INFO : Epoch 1673 | loss: 0.0311119 | val_loss: 0.0311481 | Time: 1906.9 ms [2022-04-20 10:59:39 main:581] : INFO : Epoch 1674 | loss: 0.0311111 | val_loss: 0.0311451 | Time: 1908.52 ms [2022-04-20 10:59:41 main:581] : INFO : Epoch 1675 | loss: 0.0311084 | val_loss: 0.0311482 | Time: 1908.31 ms [2022-04-20 10:59:43 main:581] : INFO : Epoch 1676 | loss: 0.0311069 | val_loss: 0.0311472 | Time: 1901.59 ms [2022-04-20 10:59:45 main:581] : INFO : Epoch 1677 | loss: 0.0311076 | val_loss: 0.0311528 | Time: 1902.84 ms [2022-04-20 10:59:47 main:581] : INFO : Epoch 1678 | loss: 0.0311069 | val_loss: 0.0311488 | Time: 1906.17 ms [2022-04-20 10:59:49 main:581] : INFO : Epoch 1679 | loss: 0.0311049 | val_loss: 0.0311506 | Time: 1904.6 ms [2022-04-20 10:59:51 main:581] : INFO : Epoch 1680 | loss: 0.0311078 | val_loss: 0.0311472 | Time: 1914.41 ms [2022-04-20 10:59:52 main:581] : INFO : Epoch 1681 | loss: 0.0311101 | val_loss: 0.0311454 | Time: 1898.09 ms [2022-04-20 10:59:54 main:581] : INFO : Epoch 1682 | loss: 0.0311084 | val_loss: 0.0311479 | Time: 1901.69 ms [2022-04-20 10:59:56 main:581] : INFO : Epoch 1683 | loss: 0.0311096 | val_loss: 0.0311519 | Time: 1920.62 ms [2022-04-20 10:59:58 main:581] : INFO : Epoch 1684 | loss: 0.0311087 | val_loss: 0.0311474 | Time: 1900.23 ms [2022-04-20 11:00:00 main:581] : INFO : Epoch 1685 | loss: 0.0311095 | val_loss: 0.0311476 | Time: 1907.21 ms [2022-04-20 11:00:02 main:581] : INFO : Epoch 1686 | loss: 0.0311112 | val_loss: 0.0311501 | Time: 1899.67 ms [2022-04-20 11:00:04 main:581] : INFO : Epoch 1687 | loss: 0.031113 | val_loss: 0.0311495 | Time: 1901.97 ms [2022-04-20 11:00:06 main:581] : INFO : Epoch 1688 | loss: 0.0311111 | val_loss: 0.0311445 | Time: 1907.26 ms [2022-04-20 11:00:08 main:581] : INFO : Epoch 1689 | loss: 0.031108 | val_loss: 0.0311449 | Time: 1896.68 ms [2022-04-20 11:00:10 main:581] : INFO : Epoch 1690 | loss: 0.0311057 | val_loss: 0.0311458 | Time: 1897.19 ms [2022-04-20 11:00:12 main:581] : INFO : Epoch 1691 | loss: 0.0311045 | val_loss: 0.0311484 | Time: 1907.15 ms [2022-04-20 11:00:13 main:581] : INFO : Epoch 1692 | loss: 0.031107 | val_loss: 0.0311547 | Time: 1898.8 ms [2022-04-20 11:00:15 main:581] : INFO : Epoch 1693 | loss: 0.0311085 | val_loss: 0.0311556 | Time: 1909.59 ms [2022-04-20 11:00:17 main:581] : INFO : Epoch 1694 | loss: 0.0311045 | val_loss: 0.0311555 | Time: 1900.09 ms [2022-04-20 11:00:19 main:581] : INFO : Epoch 1695 | loss: 0.0311053 | val_loss: 0.0311457 | Time: 1897.62 ms [2022-04-20 11:00:21 main:581] : INFO : Epoch 1696 | loss: 0.0311045 | val_loss: 0.0311557 | Time: 1904.54 ms [2022-04-20 11:00:23 main:581] : INFO : Epoch 1697 | loss: 0.031109 | val_loss: 0.0311493 | Time: 1901.28 ms [2022-04-20 11:00:25 main:581] : INFO : Epoch 1698 | loss: 0.0311095 | val_loss: 0.0311477 | Time: 1902.86 ms [2022-04-20 11:00:27 main:581] : INFO : Epoch 1699 | loss: 0.031109 | val_loss: 0.0311493 | Time: 1905.08 ms [2022-04-20 11:00:29 main:581] : INFO : Epoch 1700 | loss: 0.0311065 | val_loss: 0.0311491 | Time: 1902.8 ms [2022-04-20 11:00:31 main:581] : INFO : Epoch 1701 | loss: 0.0311092 | val_loss: 0.0311563 | Time: 1917.48 ms [2022-04-20 11:00:32 main:581] : INFO : Epoch 1702 | loss: 0.0311085 | val_loss: 0.0311541 | Time: 1897.71 ms [2022-04-20 11:00:34 main:581] : INFO : Epoch 1703 | loss: 0.0311076 | val_loss: 0.0311478 | Time: 1905.14 ms [2022-04-20 11:00:36 main:581] : INFO : Epoch 1704 | loss: 0.0311114 | val_loss: 0.0311479 | Time: 1913.14 ms [2022-04-20 11:00:38 main:581] : INFO : Epoch 1705 | loss: 0.031111 | val_loss: 0.031151 | Time: 1901.05 ms [2022-04-20 11:00:40 main:581] : INFO : Epoch 1706 | loss: 0.0311114 | val_loss: 0.0311509 | Time: 1910.96 ms [2022-04-20 11:00:42 main:581] : INFO : Epoch 1707 | loss: 0.0311116 | val_loss: 0.0311483 | Time: 1905.09 ms [2022-04-20 11:00:44 main:581] : INFO : Epoch 1708 | loss: 0.031108 | val_loss: 0.031147 | Time: 1904.71 ms [2022-04-20 11:00:46 main:581] : INFO : Epoch 1709 | loss: 0.031106 | val_loss: 0.0311507 | Time: 1909.94 ms [2022-04-20 11:00:48 main:581] : INFO : Epoch 1710 | loss: 0.0311059 | val_loss: 0.0311448 | Time: 1911.75 ms [2022-04-20 11:00:50 main:581] : INFO : Epoch 1711 | loss: 0.0311047 | val_loss: 0.0311524 | Time: 1906.49 ms [2022-04-20 11:00:52 main:581] : INFO : Epoch 1712 | loss: 0.0311086 | val_loss: 0.0311457 | Time: 1909.46 ms [2022-04-20 11:00:53 main:581] : INFO : Epoch 1713 | loss: 0.0311124 | val_loss: 0.0311478 | Time: 1895.45 ms [2022-04-20 11:00:55 main:581] : INFO : Epoch 1714 | loss: 0.0311088 | val_loss: 0.0311431 | Time: 1904.58 ms [2022-04-20 11:00:57 main:581] : INFO : Epoch 1715 | loss: 0.0311091 | val_loss: 0.031145 | Time: 1896.64 ms [2022-04-20 11:00:59 main:581] : INFO : Epoch 1716 | loss: 0.0311072 | val_loss: 0.0311439 | Time: 1900.19 ms [2022-04-20 11:01:01 main:581] : INFO : Epoch 1717 | loss: 0.0311058 | val_loss: 0.0311456 | Time: 1924.68 ms [2022-04-20 11:01:03 main:581] : INFO : Epoch 1718 | loss: 0.0311049 | val_loss: 0.031143 | Time: 1901.05 ms [2022-04-20 11:01:05 main:581] : INFO : Epoch 1719 | loss: 0.0311037 | val_loss: 0.0311485 | Time: 1902.42 ms [2022-04-20 11:01:07 main:581] : INFO : Epoch 1720 | loss: 0.0311018 | val_loss: 0.0311499 | Time: 1901.82 ms [2022-04-20 11:01:09 main:581] : INFO : Epoch 1721 | loss: 0.0311007 | val_loss: 0.03115 | Time: 1897.95 ms [2022-04-20 11:01:11 main:581] : INFO : Epoch 1722 | loss: 0.0310995 | val_loss: 0.0311483 | Time: 1905.28 ms [2022-04-20 11:01:12 main:581] : INFO : Epoch 1723 | loss: 0.0310989 | val_loss: 0.0311509 | Time: 1901.76 ms [2022-04-20 11:01:14 main:581] : INFO : Epoch 1724 | loss: 0.0310983 | val_loss: 0.0311467 | Time: 1899.23 ms [2022-04-20 11:01:16 main:581] : INFO : Epoch 1725 | loss: 0.0310983 | val_loss: 0.0311489 | Time: 1908.99 ms [2022-04-20 11:01:18 main:581] : INFO : Epoch 1726 | loss: 0.0310994 | val_loss: 0.031152 | Time: 1894.9 ms [2022-04-20 11:01:20 main:581] : INFO : Epoch 1727 | loss: 0.0310983 | val_loss: 0.0311511 | Time: 1906.38 ms [2022-04-20 11:01:22 main:581] : INFO : Epoch 1728 | loss: 0.0310969 | val_loss: 0.0311512 | Time: 1896.55 ms [2022-04-20 11:01:24 main:581] : INFO : Epoch 1729 | loss: 0.0310966 | val_loss: 0.0311499 | Time: 1903.14 ms [2022-04-20 11:01:26 main:581] : INFO : Epoch 1730 | loss: 0.0310957 | val_loss: 0.0311497 | Time: 1909.77 ms [2022-04-20 11:01:28 main:581] : INFO : Epoch 1731 | loss: 0.0310986 | val_loss: 0.0311533 | Time: 1904.72 ms [2022-04-20 11:01:30 main:581] : INFO : Epoch 1732 | loss: 0.0311024 | val_loss: 0.0311513 | Time: 1894.46 ms [2022-04-20 11:01:31 main:581] : INFO : Epoch 1733 | loss: 0.031102 | val_loss: 0.0311479 | Time: 1911.8 ms [2022-04-20 11:01:33 main:581] : INFO : Epoch 1734 | loss: 0.0310989 | val_loss: 0.0311508 | Time: 1908.38 ms [2022-04-20 11:01:35 main:581] : INFO : Epoch 1735 | loss: 0.0310981 | val_loss: 0.0311544 | Time: 1918.36 ms [2022-04-20 11:01:37 main:581] : INFO : Epoch 1736 | loss: 0.0310955 | val_loss: 0.0311531 | Time: 1907.43 ms [2022-04-20 11:01:39 main:581] : INFO : Epoch 1737 | loss: 0.0311023 | val_loss: 0.0311474 | Time: 1909.63 ms [2022-04-20 11:01:41 main:581] : INFO : Epoch 1738 | loss: 0.0311 | val_loss: 0.0311462 | Time: 1922.27 ms [2022-04-20 11:01:43 main:581] : INFO : Epoch 1739 | loss: 0.031097 | val_loss: 0.0311495 | Time: 1900 ms [2022-04-20 11:01:45 main:581] : INFO : Epoch 1740 | loss: 0.0310971 | val_loss: 0.0311549 | Time: 1905.2 ms [2022-04-20 11:01:47 main:581] : INFO : Epoch 1741 | loss: 0.0311 | val_loss: 0.0311514 | Time: 1898.6 ms [2022-04-20 11:01:49 main:581] : INFO : Epoch 1742 | loss: 0.031101 | val_loss: 0.0311529 | Time: 1902.06 ms [2022-04-20 11:01:51 main:581] : INFO : Epoch 1743 | loss: 0.0310996 | val_loss: 0.0311486 | Time: 1924.32 ms [2022-04-20 11:01:52 main:581] : INFO : Epoch 1744 | loss: 0.0311004 | val_loss: 0.0311468 | Time: 1901.07 ms [2022-04-20 11:01:54 main:581] : INFO : Epoch 1745 | loss: 0.0310978 | val_loss: 0.0311515 | Time: 1897.03 ms [2022-04-20 11:01:56 main:581] : INFO : Epoch 1746 | loss: 0.031097 | val_loss: 0.0311495 | Time: 1908.59 ms [2022-04-20 11:01:58 main:581] : INFO : Epoch 1747 | loss: 0.0310967 | val_loss: 0.0311491 | Time: 1897.61 ms [2022-04-20 11:02:00 main:581] : INFO : Epoch 1748 | loss: 0.0310972 | val_loss: 0.031145 | Time: 1908.89 ms [2022-04-20 11:02:02 main:581] : INFO : Epoch 1749 | loss: 0.0311027 | val_loss: 0.0311437 | Time: 1902.8 ms [2022-04-20 11:02:04 main:581] : INFO : Epoch 1750 | loss: 0.0311034 | val_loss: 0.0311527 | Time: 1899.12 ms [2022-04-20 11:02:06 main:581] : INFO : Epoch 1751 | loss: 0.0311029 | val_loss: 0.031147 | Time: 1902.86 ms [2022-04-20 11:02:08 main:581] : INFO : Epoch 1752 | loss: 0.0311007 | val_loss: 0.0311463 | Time: 1899.08 ms [2022-04-20 11:02:10 main:581] : INFO : Epoch 1753 | loss: 0.0311007 | val_loss: 0.0311453 | Time: 1898.65 ms [2022-04-20 11:02:12 main:581] : INFO : Epoch 1754 | loss: 0.0310986 | val_loss: 0.0311567 | Time: 1906.44 ms [2022-04-20 11:02:13 main:581] : INFO : Epoch 1755 | loss: 0.0311018 | val_loss: 0.0311511 | Time: 1898.39 ms [2022-04-20 11:02:15 main:581] : INFO : Epoch 1756 | loss: 0.03111 | val_loss: 0.0311515 | Time: 1905.78 ms [2022-04-20 11:02:17 main:581] : INFO : Epoch 1757 | loss: 0.0311108 | val_loss: 0.0311501 | Time: 1896.62 ms [2022-04-20 11:02:19 main:581] : INFO : Epoch 1758 | loss: 0.0311084 | val_loss: 0.0311482 | Time: 1895.8 ms [2022-04-20 11:02:21 main:581] : INFO : Epoch 1759 | loss: 0.0311094 | val_loss: 0.0311436 | Time: 1907.66 ms [2022-04-20 11:02:23 main:581] : INFO : Epoch 1760 | loss: 0.0311075 | val_loss: 0.0311516 | Time: 1899 ms [2022-04-20 11:02:25 main:581] : INFO : Epoch 1761 | loss: 0.0311082 | val_loss: 0.0311507 | Time: 1911.16 ms [2022-04-20 11:02:27 main:581] : INFO : Epoch 1762 | loss: 0.031113 | val_loss: 0.031151 | Time: 1898.47 ms [2022-04-20 11:02:29 main:581] : INFO : Epoch 1763 | loss: 0.0311158 | val_loss: 0.031146 | Time: 1898.66 ms [2022-04-20 11:02:31 main:581] : INFO : Epoch 1764 | loss: 0.0311124 | val_loss: 0.0311443 | Time: 1904.6 ms [2022-04-20 11:02:32 main:581] : INFO : Epoch 1765 | loss: 0.0311097 | val_loss: 0.0311493 | Time: 1901.31 ms [2022-04-20 11:02:34 main:581] : INFO : Epoch 1766 | loss: 0.0311093 | val_loss: 0.0311481 | Time: 1899.7 ms [2022-04-20 11:02:36 main:581] : INFO : Epoch 1767 | loss: 0.0311065 | val_loss: 0.0311452 | Time: 1909.96 ms [2022-04-20 11:02:38 main:581] : INFO : Epoch 1768 | loss: 0.031108 | val_loss: 0.0311549 | Time: 1898.21 ms [2022-04-20 11:02:40 main:581] : INFO : Epoch 1769 | loss: 0.0311078 | val_loss: 0.0311446 | Time: 1905.38 ms [2022-04-20 11:02:42 main:581] : INFO : Epoch 1770 | loss: 0.0311076 | val_loss: 0.0311536 | Time: 1896.6 ms [2022-04-20 11:02:44 main:581] : INFO : Epoch 1771 | loss: 0.0311092 | val_loss: 0.0311491 | Time: 1900.25 ms [2022-04-20 11:02:46 main:581] : INFO : Epoch 1772 | loss: 0.0311072 | val_loss: 0.031144 | Time: 1910.3 ms [2022-04-20 11:02:48 main:581] : INFO : Epoch 1773 | loss: 0.0311051 | val_loss: 0.0311516 | Time: 1911.14 ms [2022-04-20 11:02:50 main:581] : INFO : Epoch 1774 | loss: 0.0311043 | val_loss: 0.0311519 | Time: 1906.45 ms [2022-04-20 11:02:51 main:581] : INFO : Epoch 1775 | loss: 0.031104 | val_loss: 0.0311438 | Time: 1906.65 ms [2022-04-20 11:02:53 main:581] : INFO : Epoch 1776 | loss: 0.0311025 | val_loss: 0.031146 | Time: 1897.26 ms [2022-04-20 11:02:55 main:581] : INFO : Epoch 1777 | loss: 0.0311022 | val_loss: 0.0311438 | Time: 1908.8 ms [2022-04-20 11:02:57 main:581] : INFO : Epoch 1778 | loss: 0.0311016 | val_loss: 0.0311453 | Time: 1900.81 ms [2022-04-20 11:02:59 main:581] : INFO : Epoch 1779 | loss: 0.0311039 | val_loss: 0.0311476 | Time: 1899.64 ms [2022-04-20 11:03:01 main:581] : INFO : Epoch 1780 | loss: 0.0311016 | val_loss: 0.031148 | Time: 1909.07 ms [2022-04-20 11:03:03 main:581] : INFO : Epoch 1781 | loss: 0.0311 | val_loss: 0.0311442 | Time: 1898.19 ms [2022-04-20 11:03:05 main:581] : INFO : Epoch 1782 | loss: 0.0310996 | val_loss: 0.0311506 | Time: 1926.76 ms [2022-04-20 11:03:07 main:581] : INFO : Epoch 1783 | loss: 0.0310997 | val_loss: 0.0311486 | Time: 1898.02 ms [2022-04-20 11:03:09 main:581] : INFO : Epoch 1784 | loss: 0.0310997 | val_loss: 0.0311475 | Time: 1900.91 ms [2022-04-20 11:03:11 main:581] : INFO : Epoch 1785 | loss: 0.0310988 | val_loss: 0.0311513 | Time: 1918.93 ms [2022-04-20 11:03:12 main:581] : INFO : Epoch 1786 | loss: 0.0311016 | val_loss: 0.0311482 | Time: 1903.24 ms [2022-04-20 11:03:14 main:581] : INFO : Epoch 1787 | loss: 0.0310994 | val_loss: 0.0311511 | Time: 1895.98 ms [2022-04-20 11:03:16 main:581] : INFO : Epoch 1788 | loss: 0.0310984 | val_loss: 0.0311452 | Time: 1905.58 ms [2022-04-20 11:03:18 main:581] : INFO : Epoch 1789 | loss: 0.0311005 | val_loss: 0.0311469 | Time: 1898.03 ms [2022-04-20 11:03:20 main:581] : INFO : Epoch 1790 | loss: 0.0311022 | val_loss: 0.0311498 | Time: 1906.5 ms [2022-04-20 11:03:22 main:581] : INFO : Epoch 1791 | loss: 0.031101 | val_loss: 0.0311495 | Time: 1897.69 ms [2022-04-20 11:03:24 main:581] : INFO : Epoch 1792 | loss: 0.0310998 | val_loss: 0.0311559 | Time: 1903.37 ms [2022-04-20 11:03:26 main:581] : INFO : Epoch 1793 | loss: 0.0311067 | val_loss: 0.031146 | Time: 1902.75 ms [2022-04-20 11:03:28 main:581] : INFO : Epoch 1794 | loss: 0.0311072 | val_loss: 0.0311474 | Time: 1893.93 ms [2022-04-20 11:03:30 main:581] : INFO : Epoch 1795 | loss: 0.0311049 | val_loss: 0.031152 | Time: 1900.58 ms [2022-04-20 11:03:31 main:581] : INFO : Epoch 1796 | loss: 0.0311043 | val_loss: 0.031147 | Time: 1923.06 ms [2022-04-20 11:03:33 main:581] : INFO : Epoch 1797 | loss: 0.0311037 | val_loss: 0.0311495 | Time: 1898.67 ms [2022-04-20 11:03:35 main:581] : INFO : Epoch 1798 | loss: 0.0311055 | val_loss: 0.03115 | Time: 1907.24 ms [2022-04-20 11:03:37 main:581] : INFO : Epoch 1799 | loss: 0.0311026 | val_loss: 0.0311475 | Time: 1898.77 ms [2022-04-20 11:03:39 main:581] : INFO : Epoch 1800 | loss: 0.0311029 | val_loss: 0.0311443 | Time: 1895.1 ms [2022-04-20 11:03:41 main:581] : INFO : Epoch 1801 | loss: 0.0311041 | val_loss: 0.0311485 | Time: 1905.02 ms [2022-04-20 11:03:43 main:581] : INFO : Epoch 1802 | loss: 0.0311027 | val_loss: 0.0311473 | Time: 1898.74 ms [2022-04-20 11:03:45 main:581] : INFO : Epoch 1803 | loss: 0.0311012 | val_loss: 0.0311508 | Time: 1907.24 ms [2022-04-20 11:03:47 main:581] : INFO : Epoch 1804 | loss: 0.031101 | val_loss: 0.0311488 | Time: 1901.26 ms [2022-04-20 11:03:49 main:581] : INFO : Epoch 1805 | loss: 0.0310991 | val_loss: 0.0311517 | Time: 1901.08 ms [2022-04-20 11:03:50 main:581] : INFO : Epoch 1806 | loss: 0.0311004 | val_loss: 0.0311494 | Time: 1909.18 ms [2022-04-20 11:03:52 main:581] : INFO : Epoch 1807 | loss: 0.0311021 | val_loss: 0.0311491 | Time: 1900.15 ms [2022-04-20 11:03:54 main:581] : INFO : Epoch 1808 | loss: 0.0311008 | val_loss: 0.0311439 | Time: 1897.42 ms [2022-04-20 11:03:56 main:581] : INFO : Epoch 1809 | loss: 0.0310998 | val_loss: 0.031151 | Time: 1916.66 ms [2022-04-20 11:03:58 main:581] : INFO : Epoch 1810 | loss: 0.0310992 | val_loss: 0.0311518 | Time: 1898.74 ms [2022-04-20 11:04:00 main:581] : INFO : Epoch 1811 | loss: 0.0311059 | val_loss: 0.0311462 | Time: 1927.36 ms [2022-04-20 11:04:02 main:581] : INFO : Epoch 1812 | loss: 0.0311062 | val_loss: 0.0311505 | Time: 1899.3 ms [2022-04-20 11:04:04 main:581] : INFO : Epoch 1813 | loss: 0.0311036 | val_loss: 0.0311441 | Time: 1898.78 ms [2022-04-20 11:04:06 main:581] : INFO : Epoch 1814 | loss: 0.031102 | val_loss: 0.0311496 | Time: 1909.71 ms [2022-04-20 11:04:08 main:581] : INFO : Epoch 1815 | loss: 0.0311008 | val_loss: 0.0311499 | Time: 1900.11 ms [2022-04-20 11:04:10 main:581] : INFO : Epoch 1816 | loss: 0.0311017 | val_loss: 0.031148 | Time: 1902.68 ms [2022-04-20 11:04:11 main:581] : INFO : Epoch 1817 | loss: 0.0310995 | val_loss: 0.0311547 | Time: 1906.09 ms [2022-04-20 11:04:13 main:581] : INFO : Epoch 1818 | loss: 0.0310966 | val_loss: 0.0311517 | Time: 1898.31 ms [2022-04-20 11:04:15 main:581] : INFO : Epoch 1819 | loss: 0.0310966 | val_loss: 0.0311514 | Time: 1905.73 ms [2022-04-20 11:04:17 main:581] : INFO : Epoch 1820 | loss: 0.0310969 | val_loss: 0.0311526 | Time: 1901.12 ms [2022-04-20 11:04:19 main:581] : INFO : Epoch 1821 | loss: 0.0310965 | val_loss: 0.031155 | Time: 1899.67 ms [2022-04-20 11:04:21 main:581] : INFO : Epoch 1822 | loss: 0.0310983 | val_loss: 0.0311432 | Time: 1909.02 ms [2022-04-20 11:04:23 main:581] : INFO : Epoch 1823 | loss: 0.031099 | val_loss: 0.0311464 | Time: 1900.57 ms [2022-04-20 11:04:25 main:581] : INFO : Epoch 1824 | loss: 0.0311003 | val_loss: 0.0311427 | Time: 1909.94 ms [2022-04-20 11:04:27 main:581] : INFO : Epoch 1825 | loss: 0.0310988 | val_loss: 0.0311477 | Time: 1904.84 ms [2022-04-20 11:04:29 main:581] : INFO : Epoch 1826 | loss: 0.0310976 | val_loss: 0.0311473 | Time: 1906.67 ms [2022-04-20 11:04:30 main:581] : INFO : Epoch 1827 | loss: 0.031097 | val_loss: 0.0311546 | Time: 1909.73 ms [2022-04-20 11:04:32 main:581] : INFO : Epoch 1828 | loss: 0.031099 | val_loss: 0.0311466 | Time: 1901.64 ms [2022-04-20 11:04:34 main:581] : INFO : Epoch 1829 | loss: 0.0310973 | val_loss: 0.0311517 | Time: 1900.41 ms [2022-04-20 11:04:36 main:581] : INFO : Epoch 1830 | loss: 0.0310978 | val_loss: 0.0311502 | Time: 1908.65 ms [2022-04-20 11:04:38 main:581] : INFO : Epoch 1831 | loss: 0.0311013 | val_loss: 0.0311494 | Time: 1904.1 ms [2022-04-20 11:04:40 main:581] : INFO : Epoch 1832 | loss: 0.0310983 | val_loss: 0.0311563 | Time: 1918.77 ms [2022-04-20 11:04:42 main:581] : INFO : Epoch 1833 | loss: 0.031098 | val_loss: 0.0311486 | Time: 1910.12 ms [2022-04-20 11:04:44 main:581] : INFO : Epoch 1834 | loss: 0.0311101 | val_loss: 0.0311666 | Time: 1907.29 ms [2022-04-20 11:04:46 main:581] : INFO : Epoch 1835 | loss: 0.0311413 | val_loss: 0.0311676 | Time: 1925.13 ms [2022-04-20 11:04:48 main:581] : INFO : Epoch 1836 | loss: 0.0311399 | val_loss: 0.0311597 | Time: 1896.69 ms [2022-04-20 11:04:50 main:581] : INFO : Epoch 1837 | loss: 0.0311373 | val_loss: 0.0311507 | Time: 1900.9 ms [2022-04-20 11:04:51 main:581] : INFO : Epoch 1838 | loss: 0.0311287 | val_loss: 0.031153 | Time: 1903.7 ms [2022-04-20 11:04:53 main:581] : INFO : Epoch 1839 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 1901.88 ms [2022-04-20 11:04:55 main:581] : INFO : Epoch 1840 | loss: 0.0311212 | val_loss: 0.0311462 | Time: 1907.1 ms [2022-04-20 11:04:57 main:581] : INFO : Epoch 1841 | loss: 0.0311193 | val_loss: 0.0311431 | Time: 1902.1 ms [2022-04-20 11:04:59 main:581] : INFO : Epoch 1842 | loss: 0.0311129 | val_loss: 0.0311407 | Time: 1897.47 ms [2022-04-20 11:05:01 main:581] : INFO : Epoch 1843 | loss: 0.0311117 | val_loss: 0.0311426 | Time: 1905.84 ms [2022-04-20 11:05:03 main:581] : INFO : Epoch 1844 | loss: 0.0311151 | val_loss: 0.0311432 | Time: 1899.1 ms [2022-04-20 11:05:05 main:581] : INFO : Epoch 1845 | loss: 0.0311149 | val_loss: 0.0311433 | Time: 1903.62 ms [2022-04-20 11:05:07 main:581] : INFO : Epoch 1846 | loss: 0.0311142 | val_loss: 0.031145 | Time: 1901.89 ms [2022-04-20 11:05:09 main:581] : INFO : Epoch 1847 | loss: 0.0311115 | val_loss: 0.0311433 | Time: 1903.59 ms [2022-04-20 11:05:11 main:581] : INFO : Epoch 1848 | loss: 0.0311095 | val_loss: 0.0311396 | Time: 1903.22 ms [2022-04-20 11:05:12 main:581] : INFO : Epoch 1849 | loss: 0.0311109 | val_loss: 0.0311479 | Time: 1897.85 ms [2022-04-20 11:05:14 main:581] : INFO : Epoch 1850 | loss: 0.0311152 | val_loss: 0.0311457 | Time: 1906.59 ms [2022-04-20 11:05:16 main:581] : INFO : Epoch 1851 | loss: 0.0311137 | val_loss: 0.0311454 | Time: 1903.07 ms [2022-04-20 11:05:18 main:581] : INFO : Epoch 1852 | loss: 0.0311126 | val_loss: 0.0311436 | Time: 1901.79 ms [2022-04-20 11:05:20 main:581] : INFO : Epoch 1853 | loss: 0.0311122 | val_loss: 0.0311424 | Time: 1904.47 ms [2022-04-20 11:05:22 main:581] : INFO : Epoch 1854 | loss: 0.0311115 | val_loss: 0.0311472 | Time: 1899.86 ms [2022-04-20 11:05:24 main:581] : INFO : Epoch 1855 | loss: 0.0311086 | val_loss: 0.0311456 | Time: 1896.34 ms [2022-04-20 11:05:26 main:581] : INFO : Epoch 1856 | loss: 0.0311087 | val_loss: 0.0311455 | Time: 1906.42 ms [2022-04-20 11:05:28 main:581] : INFO : Epoch 1857 | loss: 0.0311082 | val_loss: 0.0311518 | Time: 1899.19 ms [2022-04-20 11:05:30 main:581] : INFO : Epoch 1858 | loss: 0.0311054 | val_loss: 0.0311539 | Time: 1900.67 ms [2022-04-20 11:05:31 main:581] : INFO : Epoch 1859 | loss: 0.0311084 | val_loss: 0.0311498 | Time: 1904.49 ms [2022-04-20 11:05:33 main:581] : INFO : Epoch 1860 | loss: 0.0311089 | val_loss: 0.0311461 | Time: 1901.46 ms [2022-04-20 11:05:35 main:581] : INFO : Epoch 1861 | loss: 0.0311081 | val_loss: 0.0311476 | Time: 1903.91 ms [2022-04-20 11:05:37 main:581] : INFO : Epoch 1862 | loss: 0.0311075 | val_loss: 0.0311516 | Time: 1899.67 ms [2022-04-20 11:05:39 main:581] : INFO : Epoch 1863 | loss: 0.0311085 | val_loss: 0.0311486 | Time: 1899.67 ms [2022-04-20 11:05:41 main:581] : INFO : Epoch 1864 | loss: 0.0311065 | val_loss: 0.031142 | Time: 1908.04 ms [2022-04-20 11:05:43 main:581] : INFO : Epoch 1865 | loss: 0.0311047 | val_loss: 0.0311511 | Time: 1898.72 ms [2022-04-20 11:05:45 main:581] : INFO : Epoch 1866 | loss: 0.0311061 | val_loss: 0.031149 | Time: 1902.61 ms [2022-04-20 11:05:47 main:581] : INFO : Epoch 1867 | loss: 0.0311063 | val_loss: 0.0311432 | Time: 1901.85 ms [2022-04-20 11:05:49 main:581] : INFO : Epoch 1868 | loss: 0.0311066 | val_loss: 0.0311501 | Time: 1897.84 ms [2022-04-20 11:05:50 main:581] : INFO : Epoch 1869 | loss: 0.031105 | val_loss: 0.031147 | Time: 1906.31 ms [2022-04-20 11:05:52 main:581] : INFO : Epoch 1870 | loss: 0.0311026 | val_loss: 0.0311452 | Time: 1898.78 ms [2022-04-20 11:05:54 main:581] : INFO : Epoch 1871 | loss: 0.0311044 | val_loss: 0.0311535 | Time: 1902.07 ms [2022-04-20 11:05:56 main:581] : INFO : Epoch 1872 | loss: 0.0311111 | val_loss: 0.0311423 | Time: 1911.88 ms [2022-04-20 11:05:58 main:581] : INFO : Epoch 1873 | loss: 0.0311084 | val_loss: 0.0311399 | Time: 1908.17 ms [2022-04-20 11:06:00 main:581] : INFO : Epoch 1874 | loss: 0.0311083 | val_loss: 0.0311499 | Time: 1912.01 ms [2022-04-20 11:06:02 main:581] : INFO : Epoch 1875 | loss: 0.031108 | val_loss: 0.0311485 | Time: 1908.13 ms [2022-04-20 11:06:04 main:581] : INFO : Epoch 1876 | loss: 0.0311023 | val_loss: 0.0311474 | Time: 1905.61 ms [2022-04-20 11:06:06 main:581] : INFO : Epoch 1877 | loss: 0.031102 | val_loss: 0.0311469 | Time: 1912.81 ms [2022-04-20 11:06:08 main:581] : INFO : Epoch 1878 | loss: 0.0311 | val_loss: 0.0311392 | Time: 1901.12 ms [2022-04-20 11:06:10 main:581] : INFO : Epoch 1879 | loss: 0.031103 | val_loss: 0.0311467 | Time: 1899.1 ms [2022-04-20 11:06:11 main:581] : INFO : Epoch 1880 | loss: 0.0311005 | val_loss: 0.0311442 | Time: 1903.1 ms [2022-04-20 11:06:13 main:581] : INFO : Epoch 1881 | loss: 0.0310987 | val_loss: 0.0311453 | Time: 1899.95 ms [2022-04-20 11:06:15 main:581] : INFO : Epoch 1882 | loss: 0.0311011 | val_loss: 0.0311506 | Time: 1908.55 ms [2022-04-20 11:06:17 main:581] : INFO : Epoch 1883 | loss: 0.0311018 | val_loss: 0.0311418 | Time: 1904.32 ms [2022-04-20 11:06:19 main:581] : INFO : Epoch 1884 | loss: 0.0310981 | val_loss: 0.0311471 | Time: 1901.41 ms [2022-04-20 11:06:21 main:581] : INFO : Epoch 1885 | loss: 0.0310974 | val_loss: 0.0311392 | Time: 1910.09 ms [2022-04-20 11:06:23 main:581] : INFO : Epoch 1886 | loss: 0.0310973 | val_loss: 0.0311416 | Time: 1905.15 ms [2022-04-20 11:06:25 main:581] : INFO : Epoch 1887 | loss: 0.0310953 | val_loss: 0.0311479 | Time: 1904 ms [2022-04-20 11:06:27 main:581] : INFO : Epoch 1888 | loss: 0.0310941 | val_loss: 0.0311471 | Time: 1903.78 ms [2022-04-20 11:06:29 main:581] : INFO : Epoch 1889 | loss: 0.031094 | val_loss: 0.0311414 | Time: 1897.53 ms [2022-04-20 11:06:30 main:581] : INFO : Epoch 1890 | loss: 0.0310967 | val_loss: 0.0311462 | Time: 1915.08 ms [2022-04-20 11:06:32 main:581] : INFO : Epoch 1891 | loss: 0.0310968 | val_loss: 0.0311426 | Time: 1903.2 ms [2022-04-20 11:06:34 main:581] : INFO : Epoch 1892 | loss: 0.0310974 | val_loss: 0.0311424 | Time: 1906.41 ms [2022-04-20 11:06:36 main:581] : INFO : Epoch 1893 | loss: 0.0310971 | val_loss: 0.0311459 | Time: 1909.85 ms [2022-04-20 11:06:38 main:581] : INFO : Epoch 1894 | loss: 0.0310978 | val_loss: 0.031147 | Time: 1903.75 ms [2022-04-20 11:06:40 main:581] : INFO : Epoch 1895 | loss: 0.0310993 | val_loss: 0.0311404 | Time: 1907.12 ms [2022-04-20 11:06:42 main:581] : INFO : Epoch 1896 | loss: 0.0310976 | val_loss: 0.0311458 | Time: 1904.35 ms [2022-04-20 11:06:44 main:581] : INFO : Epoch 1897 | loss: 0.0311013 | val_loss: 0.0311556 | Time: 1898.8 ms [2022-04-20 11:06:46 main:581] : INFO : Epoch 1898 | loss: 0.0311031 | val_loss: 0.0311436 | Time: 1926.43 ms [2022-04-20 11:06:48 main:581] : INFO : Epoch 1899 | loss: 0.0311038 | val_loss: 0.0311477 | Time: 1897.88 ms [2022-04-20 11:06:50 main:581] : INFO : Epoch 1900 | loss: 0.0311047 | val_loss: 0.031147 | Time: 1900.75 ms [2022-04-20 11:06:51 main:581] : INFO : Epoch 1901 | loss: 0.0311001 | val_loss: 0.0311429 | Time: 1904.84 ms [2022-04-20 11:06:53 main:581] : INFO : Epoch 1902 | loss: 0.0310976 | val_loss: 0.0311515 | Time: 1899.05 ms [2022-04-20 11:06:55 main:581] : INFO : Epoch 1903 | loss: 0.0311024 | val_loss: 0.0311542 | Time: 1907.35 ms [2022-04-20 11:06:57 main:581] : INFO : Epoch 1904 | loss: 0.0311023 | val_loss: 0.0311475 | Time: 1897.25 ms [2022-04-20 11:06:59 main:581] : INFO : Epoch 1905 | loss: 0.0311021 | val_loss: 0.0311485 | Time: 1908.99 ms [2022-04-20 11:07:01 main:581] : INFO : Epoch 1906 | loss: 0.0311026 | val_loss: 0.0311489 | Time: 1903.91 ms [2022-04-20 11:07:03 main:581] : INFO : Epoch 1907 | loss: 0.0311005 | val_loss: 0.0311423 | Time: 1905.2 ms [2022-04-20 11:07:05 main:581] : INFO : Epoch 1908 | loss: 0.0310994 | val_loss: 0.0311489 | Time: 1904.59 ms [2022-04-20 11:07:07 main:581] : INFO : Epoch 1909 | loss: 0.0310961 | val_loss: 0.0311492 | Time: 1905.83 ms [2022-04-20 11:07:09 main:581] : INFO : Epoch 1910 | loss: 0.031099 | val_loss: 0.0311531 | Time: 1894.96 ms [2022-04-20 11:07:10 main:581] : INFO : Epoch 1911 | loss: 0.0310999 | val_loss: 0.0311467 | Time: 1906.08 ms [2022-04-20 11:07:12 main:581] : INFO : Epoch 1912 | loss: 0.0310981 | val_loss: 0.0311581 | Time: 1899.18 ms [2022-04-20 11:07:14 main:581] : INFO : Epoch 1913 | loss: 0.0310956 | val_loss: 0.0311546 | Time: 1901.91 ms [2022-04-20 11:07:16 main:581] : INFO : Epoch 1914 | loss: 0.0310968 | val_loss: 0.03115 | Time: 1914.6 ms [2022-04-20 11:07:18 main:581] : INFO : Epoch 1915 | loss: 0.0310954 | val_loss: 0.0311508 | Time: 1903.02 ms [2022-04-20 11:07:20 main:581] : INFO : Epoch 1916 | loss: 0.0310985 | val_loss: 0.0311518 | Time: 1902.63 ms [2022-04-20 11:07:22 main:581] : INFO : Epoch 1917 | loss: 0.0310986 | val_loss: 0.0311522 | Time: 1903.13 ms [2022-04-20 11:07:24 main:581] : INFO : Epoch 1918 | loss: 0.0310988 | val_loss: 0.0311512 | Time: 1900.67 ms [2022-04-20 11:07:26 main:581] : INFO : Epoch 1919 | loss: 0.0311027 | val_loss: 0.0311466 | Time: 1907.96 ms [2022-04-20 11:07:28 main:581] : INFO : Epoch 1920 | loss: 0.0311104 | val_loss: 0.0311455 | Time: 1899.13 ms [2022-04-20 11:07:29 main:581] : INFO : Epoch 1921 | loss: 0.0311111 | val_loss: 0.0311469 | Time: 1901.24 ms [2022-04-20 11:07:31 main:581] : INFO : Epoch 1922 | loss: 0.0311113 | val_loss: 0.031146 | Time: 1928.43 ms [2022-04-20 11:07:33 main:581] : INFO : Epoch 1923 | loss: 0.0311125 | val_loss: 0.0311573 | Time: 1895.42 ms [2022-04-20 11:07:35 main:581] : INFO : Epoch 1924 | loss: 0.0311113 | val_loss: 0.0311462 | Time: 1912.49 ms [2022-04-20 11:07:37 main:581] : INFO : Epoch 1925 | loss: 0.0311086 | val_loss: 0.0311462 | Time: 1902.59 ms [2022-04-20 11:07:39 main:581] : INFO : Epoch 1926 | loss: 0.0311073 | val_loss: 0.0311437 | Time: 1904.38 ms [2022-04-20 11:07:41 main:581] : INFO : Epoch 1927 | loss: 0.0311094 | val_loss: 0.031142 | Time: 1913.97 ms [2022-04-20 11:07:43 main:581] : INFO : Epoch 1928 | loss: 0.0311099 | val_loss: 0.0311505 | Time: 1899.23 ms [2022-04-20 11:07:45 main:581] : INFO : Epoch 1929 | loss: 0.0311107 | val_loss: 0.0311464 | Time: 1901.48 ms [2022-04-20 11:07:47 main:581] : INFO : Epoch 1930 | loss: 0.0311112 | val_loss: 0.0311396 | Time: 1902.84 ms [2022-04-20 11:07:49 main:581] : INFO : Epoch 1931 | loss: 0.03111 | val_loss: 0.0311432 | Time: 1897.83 ms [2022-04-20 11:07:50 main:581] : INFO : Epoch 1932 | loss: 0.0311072 | val_loss: 0.0311521 | Time: 1905.81 ms [2022-04-20 11:07:52 main:581] : INFO : Epoch 1933 | loss: 0.0311047 | val_loss: 0.0311419 | Time: 1903.89 ms [2022-04-20 11:07:54 main:581] : INFO : Epoch 1934 | loss: 0.031104 | val_loss: 0.0311456 | Time: 1901.1 ms [2022-04-20 11:07:56 main:581] : INFO : Epoch 1935 | loss: 0.0311015 | val_loss: 0.0311481 | Time: 1903.79 ms [2022-04-20 11:07:58 main:581] : INFO : Epoch 1936 | loss: 0.0311055 | val_loss: 0.0311514 | Time: 1899.87 ms [2022-04-20 11:08:00 main:581] : INFO : Epoch 1937 | loss: 0.0311051 | val_loss: 0.0311588 | Time: 1905.08 ms [2022-04-20 11:08:02 main:581] : INFO : Epoch 1938 | loss: 0.031104 | val_loss: 0.0311498 | Time: 1898.31 ms [2022-04-20 11:08:04 main:581] : INFO : Epoch 1939 | loss: 0.0311026 | val_loss: 0.0311453 | Time: 1905.6 ms [2022-04-20 11:08:06 main:581] : INFO : Epoch 1940 | loss: 0.0311011 | val_loss: 0.0311489 | Time: 1905.06 ms [2022-04-20 11:08:08 main:581] : INFO : Epoch 1941 | loss: 0.0311005 | val_loss: 0.0311473 | Time: 1898.15 ms [2022-04-20 11:08:09 main:581] : INFO : Epoch 1942 | loss: 0.0310995 | val_loss: 0.0311531 | Time: 1896.87 ms [2022-04-20 11:08:11 main:581] : INFO : Epoch 1943 | loss: 0.031105 | val_loss: 0.0311457 | Time: 1919.77 ms [2022-04-20 11:08:13 main:581] : INFO : Epoch 1944 | loss: 0.0311089 | val_loss: 0.0311455 | Time: 1905.25 ms [2022-04-20 11:08:15 main:581] : INFO : Epoch 1945 | loss: 0.0311079 | val_loss: 0.0311463 | Time: 1914.8 ms [2022-04-20 11:08:17 main:581] : INFO : Epoch 1946 | loss: 0.0311044 | val_loss: 0.0311502 | Time: 1900.78 ms [2022-04-20 11:08:19 main:581] : INFO : Epoch 1947 | loss: 0.0311027 | val_loss: 0.0311445 | Time: 1899.87 ms [2022-04-20 11:08:21 main:581] : INFO : Epoch 1948 | loss: 0.0311015 | val_loss: 0.0311473 | Time: 1922.4 ms [2022-04-20 11:08:23 main:581] : INFO : Epoch 1949 | loss: 0.0311034 | val_loss: 0.0311498 | Time: 1901.78 ms [2022-04-20 11:08:25 main:581] : INFO : Epoch 1950 | loss: 0.0311034 | val_loss: 0.0311502 | Time: 1903.65 ms [2022-04-20 11:08:27 main:581] : INFO : Epoch 1951 | loss: 0.0311038 | val_loss: 0.0311479 | Time: 1907.38 ms [2022-04-20 11:08:29 main:581] : INFO : Epoch 1952 | loss: 0.0310991 | val_loss: 0.0311531 | Time: 1900.95 ms [2022-04-20 11:08:30 main:581] : INFO : Epoch 1953 | loss: 0.0310989 | val_loss: 0.031155 | Time: 1906.78 ms [2022-04-20 11:08:32 main:581] : INFO : Epoch 1954 | loss: 0.0310986 | val_loss: 0.0311481 | Time: 1896.75 ms [2022-04-20 11:08:34 main:581] : INFO : Epoch 1955 | loss: 0.0311014 | val_loss: 0.0311503 | Time: 1902.24 ms [2022-04-20 11:08:36 main:581] : INFO : Epoch 1956 | loss: 0.0311022 | val_loss: 0.0311512 | Time: 1903.05 ms [2022-04-20 11:08:38 main:581] : INFO : Epoch 1957 | loss: 0.0310985 | val_loss: 0.031152 | Time: 1896.99 ms [2022-04-20 11:08:40 main:581] : INFO : Epoch 1958 | loss: 0.0310984 | val_loss: 0.031147 | Time: 1908.46 ms [2022-04-20 11:08:42 main:581] : INFO : Epoch 1959 | loss: 0.0311003 | val_loss: 0.0311475 | Time: 1895.93 ms [2022-04-20 11:08:44 main:581] : INFO : Epoch 1960 | loss: 0.0311013 | val_loss: 0.0311546 | Time: 1899.24 ms [2022-04-20 11:08:46 main:581] : INFO : Epoch 1961 | loss: 0.0311011 | val_loss: 0.0311503 | Time: 1903.64 ms [2022-04-20 11:08:48 main:581] : INFO : Epoch 1962 | loss: 0.0311021 | val_loss: 0.0311388 | Time: 1902.41 ms [2022-04-20 11:08:49 main:581] : INFO : Epoch 1963 | loss: 0.031101 | val_loss: 0.031141 | Time: 1898.48 ms [2022-04-20 11:08:51 main:581] : INFO : Epoch 1964 | loss: 0.0310999 | val_loss: 0.0311461 | Time: 1910.06 ms [2022-04-20 11:08:53 main:581] : INFO : Epoch 1965 | loss: 0.0310985 | val_loss: 0.0311497 | Time: 1895.88 ms [2022-04-20 11:08:55 main:581] : INFO : Epoch 1966 | loss: 0.0310967 | val_loss: 0.0311492 | Time: 1907.64 ms [2022-04-20 11:08:57 main:581] : INFO : Epoch 1967 | loss: 0.031095 | val_loss: 0.0311505 | Time: 1897.73 ms [2022-04-20 11:08:59 main:581] : INFO : Epoch 1968 | loss: 0.031097 | val_loss: 0.0311471 | Time: 1901.8 ms [2022-04-20 11:09:01 main:581] : INFO : Epoch 1969 | loss: 0.0310958 | val_loss: 0.0311444 | Time: 1924.76 ms [2022-04-20 11:09:03 main:581] : INFO : Epoch 1970 | loss: 0.0311006 | val_loss: 0.0311474 | Time: 1904.83 ms [2022-04-20 11:09:05 main:581] : INFO : Epoch 1971 | loss: 0.0310959 | val_loss: 0.0311474 | Time: 1899.7 ms [2022-04-20 11:09:07 main:581] : INFO : Epoch 1972 | loss: 0.0310951 | val_loss: 0.0311476 | Time: 1902.15 ms [2022-04-20 11:09:09 main:581] : INFO : Epoch 1973 | loss: 0.0310955 | val_loss: 0.0311519 | Time: 1897.9 ms [2022-04-20 11:09:10 main:581] : INFO : Epoch 1974 | loss: 0.0310991 | val_loss: 0.0311506 | Time: 1907.45 ms [2022-04-20 11:09:12 main:581] : INFO : Epoch 1975 | loss: 0.0310967 | val_loss: 0.0311514 | Time: 1899.7 ms [2022-04-20 11:09:14 main:581] : INFO : Epoch 1976 | loss: 0.0310966 | val_loss: 0.0311462 | Time: 1899.2 ms [2022-04-20 11:09:16 main:581] : INFO : Epoch 1977 | loss: 0.0310963 | val_loss: 0.0311541 | Time: 1907.25 ms [2022-04-20 11:09:18 main:581] : INFO : Epoch 1978 | loss: 0.0310943 | val_loss: 0.0311515 | Time: 1896.94 ms [2022-04-20 11:09:20 main:581] : INFO : Epoch 1979 | loss: 0.0310946 | val_loss: 0.0311518 | Time: 1905.26 ms [2022-04-20 11:09:22 main:581] : INFO : Epoch 1980 | loss: 0.0310956 | val_loss: 0.031151 | Time: 1899.35 ms [2022-04-20 11:09:24 main:581] : INFO : Epoch 1981 | loss: 0.0311192 | val_loss: 0.031149 | Time: 1903.23 ms [2022-04-20 11:09:26 main:581] : INFO : Epoch 1982 | loss: 0.0311264 | val_loss: 0.0311451 | Time: 1904.96 ms [2022-04-20 11:09:28 main:581] : INFO : Epoch 1983 | loss: 0.03112 | val_loss: 0.031141 | Time: 1898.99 ms [2022-04-20 11:09:29 main:581] : INFO : Epoch 1984 | loss: 0.0311148 | val_loss: 0.0311433 | Time: 1896.3 ms [2022-04-20 11:09:31 main:581] : INFO : Epoch 1985 | loss: 0.0311121 | val_loss: 0.0311412 | Time: 1907.16 ms [2022-04-20 11:09:33 main:581] : INFO : Epoch 1986 | loss: 0.03111 | val_loss: 0.031143 | Time: 1899.67 ms [2022-04-20 11:09:35 main:581] : INFO : Epoch 1987 | loss: 0.0311088 | val_loss: 0.0311467 | Time: 1908.59 ms [2022-04-20 11:09:37 main:581] : INFO : Epoch 1988 | loss: 0.0311071 | val_loss: 0.0311479 | Time: 1900.78 ms [2022-04-20 11:09:39 main:581] : INFO : Epoch 1989 | loss: 0.0311063 | val_loss: 0.0311454 | Time: 1902.55 ms [2022-04-20 11:09:41 main:581] : INFO : Epoch 1990 | loss: 0.0311057 | val_loss: 0.0311504 | Time: 1899.33 ms [2022-04-20 11:09:43 main:581] : INFO : Epoch 1991 | loss: 0.0311052 | val_loss: 0.0311478 | Time: 1900.34 ms [2022-04-20 11:09:45 main:581] : INFO : Epoch 1992 | loss: 0.0311073 | val_loss: 0.0311422 | Time: 1898.26 ms [2022-04-20 11:09:47 main:581] : INFO : Epoch 1993 | loss: 0.0311072 | val_loss: 0.0311442 | Time: 1902.38 ms [2022-04-20 11:09:48 main:581] : INFO : Epoch 1994 | loss: 0.0311049 | val_loss: 0.031144 | Time: 1903.41 ms [2022-04-20 11:09:50 main:581] : INFO : Epoch 1995 | loss: 0.0311042 | val_loss: 0.031148 | Time: 1903.74 ms [2022-04-20 11:09:52 main:581] : INFO : Epoch 1996 | loss: 0.0311038 | val_loss: 0.0311526 | Time: 1897.77 ms [2022-04-20 11:09:54 main:581] : INFO : Epoch 1997 | loss: 0.0311056 | val_loss: 0.031148 | Time: 1896.2 ms [2022-04-20 11:09:56 main:581] : INFO : Epoch 1998 | loss: 0.0311057 | val_loss: 0.0311482 | Time: 1906.46 ms [2022-04-20 11:09:58 main:581] : INFO : Epoch 1999 | loss: 0.0311037 | val_loss: 0.0311544 | Time: 1897.53 ms [2022-04-20 11:10:00 main:581] : INFO : Epoch 2000 | loss: 0.0311062 | val_loss: 0.031153 | Time: 1908.01 ms [2022-04-20 11:10:02 main:581] : INFO : Epoch 2001 | loss: 0.0311044 | val_loss: 0.03115 | Time: 1901.31 ms [2022-04-20 11:10:04 main:581] : INFO : Epoch 2002 | loss: 0.0311048 | val_loss: 0.031148 | Time: 1901.59 ms [2022-04-20 11:10:06 main:581] : INFO : Epoch 2003 | loss: 0.0311036 | val_loss: 0.0311436 | Time: 1903.55 ms [2022-04-20 11:10:07 main:581] : INFO : Epoch 2004 | loss: 0.0311039 | val_loss: 0.0311458 | Time: 1898.57 ms [2022-04-20 11:10:09 main:581] : INFO : Epoch 2005 | loss: 0.0311024 | val_loss: 0.0311492 | Time: 1898.84 ms [2022-04-20 11:10:11 main:581] : INFO : Epoch 2006 | loss: 0.0310997 | val_loss: 0.0311471 | Time: 1908.02 ms [2022-04-20 11:10:13 main:581] : INFO : Epoch 2007 | loss: 0.0310994 | val_loss: 0.0311469 | Time: 1899.32 ms [2022-04-20 11:10:15 main:581] : INFO : Epoch 2008 | loss: 0.0311002 | val_loss: 0.0311547 | Time: 1904.26 ms [2022-04-20 11:10:17 main:581] : INFO : Epoch 2009 | loss: 0.0311048 | val_loss: 0.0311479 | Time: 1896.5 ms [2022-04-20 11:10:19 main:581] : INFO : Epoch 2010 | loss: 0.0311122 | val_loss: 0.0311421 | Time: 1897.95 ms [2022-04-20 11:10:21 main:581] : INFO : Epoch 2011 | loss: 0.031109 | val_loss: 0.0311432 | Time: 1908.61 ms [2022-04-20 11:10:23 main:581] : INFO : Epoch 2012 | loss: 0.0311119 | val_loss: 0.031147 | Time: 1898.59 ms [2022-04-20 11:10:25 main:581] : INFO : Epoch 2013 | loss: 0.0311109 | val_loss: 0.0311483 | Time: 1902.94 ms [2022-04-20 11:10:27 main:581] : INFO : Epoch 2014 | loss: 0.0311064 | val_loss: 0.0311413 | Time: 1902.88 ms [2022-04-20 11:10:28 main:581] : INFO : Epoch 2015 | loss: 0.031105 | val_loss: 0.0311447 | Time: 1898.62 ms [2022-04-20 11:10:30 main:581] : INFO : Epoch 2016 | loss: 0.0311075 | val_loss: 0.0311462 | Time: 1903.29 ms [2022-04-20 11:10:32 main:581] : INFO : Epoch 2017 | loss: 0.0311065 | val_loss: 0.0311394 | Time: 1901.79 ms [2022-04-20 11:10:34 main:581] : INFO : Epoch 2018 | loss: 0.0311039 | val_loss: 0.0311403 | Time: 1898.59 ms [2022-04-20 11:10:36 main:581] : INFO : Epoch 2019 | loss: 0.0311033 | val_loss: 0.031147 | Time: 1911.16 ms [2022-04-20 11:10:38 main:581] : INFO : Epoch 2020 | loss: 0.0311046 | val_loss: 0.0311427 | Time: 1899.54 ms [2022-04-20 11:10:40 main:581] : INFO : Epoch 2021 | loss: 0.0311034 | val_loss: 0.0311442 | Time: 1905.94 ms [2022-04-20 11:10:42 main:581] : INFO : Epoch 2022 | loss: 0.031102 | val_loss: 0.0311387 | Time: 1899.17 ms [2022-04-20 11:10:44 main:581] : INFO : Epoch 2023 | loss: 0.0311016 | val_loss: 0.0311425 | Time: 1901.33 ms [2022-04-20 11:10:46 main:581] : INFO : Epoch 2024 | loss: 0.0311005 | val_loss: 0.0311413 | Time: 1904.38 ms [2022-04-20 11:10:47 main:581] : INFO : Epoch 2025 | loss: 0.0311004 | val_loss: 0.0311404 | Time: 1904.13 ms [2022-04-20 11:10:49 main:581] : INFO : Epoch 2026 | loss: 0.0310993 | val_loss: 0.0311443 | Time: 1896.35 ms [2022-04-20 11:10:51 main:581] : INFO : Epoch 2027 | loss: 0.0310973 | val_loss: 0.0311492 | Time: 1906.59 ms [2022-04-20 11:10:53 main:581] : INFO : Epoch 2028 | loss: 0.0310979 | val_loss: 0.0311418 | Time: 1896.53 ms [2022-04-20 11:10:55 main:581] : INFO : Epoch 2029 | loss: 0.0310984 | val_loss: 0.0311511 | Time: 1903.65 ms [2022-04-20 11:10:57 main:581] : INFO : Epoch 2030 | loss: 0.0311019 | val_loss: 0.0311492 | Time: 1904.56 ms [2022-04-20 11:10:59 main:581] : INFO : Epoch 2031 | loss: 0.0311013 | val_loss: 0.0311446 | Time: 1900.04 ms [2022-04-20 11:11:01 main:581] : INFO : Epoch 2032 | loss: 0.0311005 | val_loss: 0.0311445 | Time: 1909.73 ms [2022-04-20 11:11:03 main:581] : INFO : Epoch 2033 | loss: 0.0311009 | val_loss: 0.0311449 | Time: 1898.1 ms [2022-04-20 11:11:05 main:581] : INFO : Epoch 2034 | loss: 0.0311022 | val_loss: 0.0311453 | Time: 1899.5 ms [2022-04-20 11:11:06 main:581] : INFO : Epoch 2035 | loss: 0.0311031 | val_loss: 0.0311466 | Time: 1912.54 ms [2022-04-20 11:11:08 main:581] : INFO : Epoch 2036 | loss: 0.0311023 | val_loss: 0.0311437 | Time: 1905.85 ms [2022-04-20 11:11:10 main:581] : INFO : Epoch 2037 | loss: 0.0310995 | val_loss: 0.0311459 | Time: 1923.5 ms [2022-04-20 11:11:12 main:581] : INFO : Epoch 2038 | loss: 0.0311026 | val_loss: 0.031139 | Time: 1909.69 ms [2022-04-20 11:11:14 main:581] : INFO : Epoch 2039 | loss: 0.0311056 | val_loss: 0.0311423 | Time: 1898 ms [2022-04-20 11:11:16 main:581] : INFO : Epoch 2040 | loss: 0.0311021 | val_loss: 0.0311547 | Time: 1919.86 ms [2022-04-20 11:11:18 main:581] : INFO : Epoch 2041 | loss: 0.0311035 | val_loss: 0.0311475 | Time: 1904.94 ms [2022-04-20 11:11:20 main:581] : INFO : Epoch 2042 | loss: 0.0311001 | val_loss: 0.0311453 | Time: 1926.92 ms [2022-04-20 11:11:22 main:581] : INFO : Epoch 2043 | loss: 0.0311 | val_loss: 0.0311469 | Time: 1899.99 ms [2022-04-20 11:11:24 main:581] : INFO : Epoch 2044 | loss: 0.0311012 | val_loss: 0.0311397 | Time: 1902.05 ms [2022-04-20 11:11:26 main:581] : INFO : Epoch 2045 | loss: 0.0311035 | val_loss: 0.0311514 | Time: 1900.85 ms [2022-04-20 11:11:27 main:581] : INFO : Epoch 2046 | loss: 0.0311016 | val_loss: 0.0311565 | Time: 1896.42 ms [2022-04-20 11:11:29 main:581] : INFO : Epoch 2047 | loss: 0.0311044 | val_loss: 0.0311502 | Time: 1901.17 ms [2022-04-20 11:11:31 main:581] : INFO : Epoch 2048 | loss: 0.0311099 | val_loss: 0.031153 | Time: 1920.74 ms [2022-04-20 11:11:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031153 [2022-04-20 11:11:31 main:610] : INFO : Saving end state to config to file [2022-04-20 11:11:31 main:615] : INFO : Success, exiting.. 11:11:31 (2751223): 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)