Task 14549622
| Name | ParityModified-1647045813-31478-3-0_0 |
| Workunit | 11575323 |
| Created | 8 Apr 2022, 9:08:45 UTC |
| Sent | 10 Apr 2022, 13:37:14 UTC |
| Report deadline | 18 Apr 2022, 13:37:14 UTC |
| Received | 11 Apr 2022, 5:25:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 11 min 38 sec |
| CPU time | 1 hours 11 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2 ms [2022-04-11 00:31:24 main:574] : INFO : Epoch 1542 | loss: 0.0311628 | val_loss: 0.0311685 | Time: 2079.06 ms [2022-04-11 00:31:26 main:574] : INFO : Epoch 1543 | loss: 0.0311725 | val_loss: 0.0311668 | Time: 2096.54 ms [2022-04-11 00:31:28 main:574] : INFO : Epoch 1544 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 2127.09 ms [2022-04-11 00:31:30 main:574] : INFO : Epoch 1545 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 2052.71 ms [2022-04-11 00:31:32 main:574] : INFO : Epoch 1546 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 2152.71 ms [2022-04-11 00:31:34 main:574] : INFO : Epoch 1547 | loss: 0.0311609 | val_loss: 0.0311658 | Time: 1991.17 ms [2022-04-11 00:31:36 main:574] : INFO : Epoch 1548 | loss: 0.031159 | val_loss: 0.0311648 | Time: 2080.02 ms [2022-04-11 00:31:38 main:574] : INFO : Epoch 1549 | loss: 0.0311587 | val_loss: 0.0311655 | Time: 2053.46 ms [2022-04-11 00:31:40 main:574] : INFO : Epoch 1550 | loss: 0.0311579 | val_loss: 0.0311628 | Time: 2144.33 ms [2022-04-11 00:31:42 main:574] : INFO : Epoch 1551 | loss: 0.0311562 | val_loss: 0.0311633 | Time: 1977.86 ms [2022-04-11 00:31:44 main:574] : INFO : Epoch 1552 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 2065.61 ms [2022-04-11 00:31:46 main:574] : INFO : Epoch 1553 | loss: 0.0311559 | val_loss: 0.0311652 | Time: 2030.3 ms [2022-04-11 00:31:48 main:574] : INFO : Epoch 1554 | loss: 0.0311557 | val_loss: 0.0311648 | Time: 2089.27 ms [2022-04-11 00:31:51 main:574] : INFO : Epoch 1555 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 2069.8 ms [2022-04-11 00:31:53 main:574] : INFO : Epoch 1556 | loss: 0.031155 | val_loss: 0.0311639 | Time: 2191.79 ms [2022-04-11 00:31:55 main:574] : INFO : Epoch 1557 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 2098.24 ms [2022-04-11 00:31:57 main:574] : INFO : Epoch 1558 | loss: 0.0311545 | val_loss: 0.0311645 | Time: 2236.5 ms [2022-04-11 00:31:59 main:574] : INFO : Epoch 1559 | loss: 0.0311535 | val_loss: 0.0311626 | Time: 2096.39 ms [2022-04-11 00:32:01 main:574] : INFO : Epoch 1560 | loss: 0.0311527 | val_loss: 0.0311624 | Time: 2061.71 ms [2022-04-11 00:32:03 main:574] : INFO : Epoch 1561 | loss: 0.0311531 | val_loss: 0.031162 | Time: 2113.59 ms [2022-04-11 00:32:05 main:574] : INFO : Epoch 1562 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 2073.08 ms [2022-04-11 00:32:08 main:574] : INFO : Epoch 1563 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 2173.23 ms [2022-04-11 00:32:10 main:574] : INFO : Epoch 1564 | loss: 0.0311521 | val_loss: 0.0311628 | Time: 2116.79 ms [2022-04-11 00:32:12 main:574] : INFO : Epoch 1565 | loss: 0.0311537 | val_loss: 0.0311611 | Time: 2098.73 ms [2022-04-11 00:32:14 main:574] : INFO : Epoch 1566 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 2135.11 ms [2022-04-11 00:32:16 main:574] : INFO : Epoch 1567 | loss: 0.0311526 | val_loss: 0.031161 | Time: 1978.16 ms [2022-04-11 00:32:18 main:574] : INFO : Epoch 1568 | loss: 0.0311539 | val_loss: 0.0311653 | Time: 2032.87 ms [2022-04-11 00:32:20 main:574] : INFO : Epoch 1569 | loss: 0.0311539 | val_loss: 0.0311603 | Time: 1976.65 ms [2022-04-11 00:32:22 main:574] : INFO : Epoch 1570 | loss: 0.0311517 | val_loss: 0.0311599 | Time: 2115.23 ms [2022-04-11 00:32:24 main:574] : INFO : Epoch 1571 | loss: 0.0311509 | val_loss: 0.0311601 | Time: 2129.81 ms [2022-04-11 00:32:26 main:574] : INFO : Epoch 1572 | loss: 0.0311502 | val_loss: 0.0311584 | Time: 2120.07 ms [2022-04-11 00:32:28 main:574] : INFO : Epoch 1573 | loss: 0.0311495 | val_loss: 0.0311585 | Time: 2059.29 ms [2022-04-11 00:32:31 main:574] : INFO : Epoch 1574 | loss: 0.0311488 | val_loss: 0.0311587 | Time: 2141.78 ms [2022-04-11 00:32:33 main:574] : INFO : Epoch 1575 | loss: 0.03115 | val_loss: 0.0311605 | Time: 2034.54 ms [2022-04-11 00:32:35 main:574] : INFO : Epoch 1576 | loss: 0.0311508 | val_loss: 0.03116 | Time: 1985.07 ms [2022-04-11 00:32:37 main:574] : INFO : Epoch 1577 | loss: 0.0311485 | val_loss: 0.0311591 | Time: 2044.9 ms [2022-04-11 00:32:39 main:574] : INFO : Epoch 1578 | loss: 0.0311476 | val_loss: 0.0311583 | Time: 2082.02 ms [2022-04-11 00:32:41 main:574] : INFO : Epoch 1579 | loss: 0.0311494 | val_loss: 0.0311573 | Time: 2065.7 ms [2022-04-11 00:32:43 main:574] : INFO : Epoch 1580 | loss: 0.0311492 | val_loss: 0.0311579 | Time: 2140.51 ms [2022-04-11 00:32:45 main:574] : INFO : Epoch 1581 | loss: 0.0311479 | val_loss: 0.0311586 | Time: 2006.08 ms [2022-04-11 00:32:47 main:574] : INFO : Epoch 1582 | loss: 0.0311483 | val_loss: 0.03116 | Time: 2102.24 ms [2022-04-11 00:32:49 main:574] : INFO : Epoch 1583 | loss: 0.031149 | val_loss: 0.031163 | Time: 2116.45 ms [2022-04-11 00:32:51 main:574] : INFO : Epoch 1584 | loss: 0.0311488 | val_loss: 0.0311623 | Time: 2076.46 ms [2022-04-11 00:32:53 main:574] : INFO : Epoch 1585 | loss: 0.0311482 | val_loss: 0.031164 | Time: 2071.5 ms [2022-04-11 00:32:55 main:574] : INFO : Epoch 1586 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 2068.24 ms [2022-04-11 00:32:58 main:574] : INFO : Epoch 1587 | loss: 0.0311466 | val_loss: 0.0311592 | Time: 2099.05 ms [2022-04-11 00:33:00 main:574] : INFO : Epoch 1588 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 2104.69 ms [2022-04-11 00:33:02 main:574] : INFO : Epoch 1589 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 2085.19 ms [2022-04-11 00:33:04 main:574] : INFO : Epoch 1590 | loss: 0.0311526 | val_loss: 0.0311628 | Time: 2151.5 ms [2022-04-11 00:33:06 main:574] : INFO : Epoch 1591 | loss: 0.0311522 | val_loss: 0.0311628 | Time: 1988.72 ms [2022-04-11 00:33:08 main:574] : INFO : Epoch 1592 | loss: 0.0311518 | val_loss: 0.0311657 | Time: 2067.68 ms [2022-04-11 00:33:10 main:574] : INFO : Epoch 1593 | loss: 0.0311516 | val_loss: 0.0311611 | Time: 2086.93 ms [2022-04-11 00:33:12 main:574] : INFO : Epoch 1594 | loss: 0.0311506 | val_loss: 0.031162 | Time: 2051.21 ms [2022-04-11 00:33:14 main:574] : INFO : Epoch 1595 | loss: 0.0311503 | val_loss: 0.0311603 | Time: 2084.48 ms [2022-04-11 00:33:16 main:574] : INFO : Epoch 1596 | loss: 0.0311493 | val_loss: 0.0311602 | Time: 2178.1 ms [2022-04-11 00:33:18 main:574] : INFO : Epoch 1597 | loss: 0.0311482 | val_loss: 0.0311581 | Time: 2038.83 ms [2022-04-11 00:33:21 main:574] : INFO : Epoch 1598 | loss: 0.031149 | val_loss: 0.0311589 | Time: 2108.88 ms [2022-04-11 00:33:23 main:574] : INFO : Epoch 1599 | loss: 0.0311489 | val_loss: 0.0311582 | Time: 2055.28 ms [2022-04-11 00:33:25 main:574] : INFO : Epoch 1600 | loss: 0.0311482 | val_loss: 0.0311564 | Time: 2167.79 ms [2022-04-11 00:33:27 main:574] : INFO : Epoch 1601 | loss: 0.031147 | val_loss: 0.0311553 | Time: 2075.23 ms [2022-04-11 00:33:29 main:574] : INFO : Epoch 1602 | loss: 0.0311468 | val_loss: 0.031157 | Time: 2126.7 ms [2022-04-11 00:33:31 main:574] : INFO : Epoch 1603 | loss: 0.0311458 | val_loss: 0.0311574 | Time: 2043.76 ms [2022-04-11 00:33:33 main:574] : INFO : Epoch 1604 | loss: 0.0311514 | val_loss: 0.0311614 | Time: 2136.72 ms [2022-04-11 00:33:35 main:574] : INFO : Epoch 1605 | loss: 0.0311587 | val_loss: 0.0311636 | Time: 2050.14 ms [2022-04-11 00:33:37 main:574] : INFO : Epoch 1606 | loss: 0.0311557 | val_loss: 0.031164 | Time: 1998.22 ms [2022-04-11 00:33:39 main:574] : INFO : Epoch 1607 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 2051.36 ms [2022-04-11 00:33:41 main:574] : INFO : Epoch 1608 | loss: 0.0311543 | val_loss: 0.0311621 | Time: 1983.55 ms [2022-04-11 00:33:43 main:574] : INFO : Epoch 1609 | loss: 0.0311534 | val_loss: 0.031163 | Time: 2101.7 ms [2022-04-11 00:33:45 main:574] : INFO : Epoch 1610 | loss: 0.0311544 | val_loss: 0.0311699 | Time: 1982.79 ms [2022-04-11 00:33:47 main:574] : INFO : Epoch 1611 | loss: 0.0311637 | val_loss: 0.0311686 | Time: 2089.22 ms [2022-04-11 00:33:49 main:574] : INFO : Epoch 1612 | loss: 0.031161 | val_loss: 0.0311655 | Time: 1983.33 ms [2022-04-11 00:33:52 main:574] : INFO : Epoch 1613 | loss: 0.0311568 | val_loss: 0.0311618 | Time: 2191.79 ms [2022-04-11 00:33:54 main:574] : INFO : Epoch 1614 | loss: 0.0311547 | val_loss: 0.0311594 | Time: 2064.47 ms [2022-04-11 00:33:56 main:574] : INFO : Epoch 1615 | loss: 0.0311514 | val_loss: 0.0311569 | Time: 2146.6 ms [2022-04-11 00:33:58 main:574] : INFO : Epoch 1616 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 2033.74 ms [2022-04-11 00:34:00 main:574] : INFO : Epoch 1617 | loss: 0.0311507 | val_loss: 0.0311586 | Time: 2099.15 ms [2022-04-11 00:34:02 main:574] : INFO : Epoch 1618 | loss: 0.0311489 | val_loss: 0.0311609 | Time: 2010.46 ms [2022-04-11 00:34:04 main:574] : INFO : Epoch 1619 | loss: 0.0311484 | val_loss: 0.0311602 | Time: 2115.45 ms [2022-04-11 00:34:06 main:574] : INFO : Epoch 1620 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 2053.53 ms [2022-04-11 00:34:08 main:574] : INFO : Epoch 1621 | loss: 0.0311501 | val_loss: 0.0311579 | Time: 2071.94 ms [2022-04-11 00:34:10 main:574] : INFO : Epoch 1622 | loss: 0.0311481 | val_loss: 0.0311584 | Time: 2035.49 ms [2022-04-11 00:34:12 main:574] : INFO : Epoch 1623 | loss: 0.0311512 | val_loss: 0.0311587 | Time: 2093.76 ms [2022-04-11 00:34:14 main:574] : INFO : Epoch 1624 | loss: 0.0311496 | val_loss: 0.0311558 | Time: 2009.99 ms [2022-04-11 00:34:16 main:574] : INFO : Epoch 1625 | loss: 0.03115 | val_loss: 0.0311581 | Time: 2088.12 ms [2022-04-11 00:34:18 main:574] : INFO : Epoch 1626 | loss: 0.0311483 | val_loss: 0.0311583 | Time: 2003.23 ms [2022-04-11 00:34:21 main:574] : INFO : Epoch 1627 | loss: 0.0311499 | val_loss: 0.0311551 | Time: 2098.64 ms [2022-04-11 00:34:23 main:574] : INFO : Epoch 1628 | loss: 0.0311508 | val_loss: 0.0311548 | Time: 2077.6 ms [2022-04-11 00:34:25 main:574] : INFO : Epoch 1629 | loss: 0.0311565 | val_loss: 0.031166 | Time: 2165.39 ms [2022-04-11 00:34:27 main:574] : INFO : Epoch 1630 | loss: 0.0311611 | val_loss: 0.031163 | Time: 2050.1 ms [2022-04-11 00:34:29 main:574] : INFO : Epoch 1631 | loss: 0.0311598 | val_loss: 0.031162 | Time: 2122.18 ms [2022-04-11 00:34:31 main:574] : INFO : Epoch 1632 | loss: 0.03116 | val_loss: 0.0311683 | Time: 2075.74 ms [2022-04-11 00:34:33 main:574] : INFO : Epoch 1633 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 2067.97 ms [2022-04-11 00:34:35 main:574] : INFO : Epoch 1634 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 2049.19 ms [2022-04-11 00:34:37 main:574] : INFO : Epoch 1635 | loss: 0.031164 | val_loss: 0.0311675 | Time: 2061.21 ms [2022-04-11 00:34:39 main:574] : INFO : Epoch 1636 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 2006.54 ms [2022-04-11 00:34:41 main:574] : INFO : Epoch 1637 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 2040.95 ms [2022-04-11 00:34:43 main:574] : INFO : Epoch 1638 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 2085.28 ms [2022-04-11 00:34:46 main:574] : INFO : Epoch 1639 | loss: 0.031162 | val_loss: 0.0311673 | Time: 2137.05 ms [2022-04-11 00:34:48 main:574] : INFO : Epoch 1640 | loss: 0.0311591 | val_loss: 0.0311683 | Time: 2019.44 ms [2022-04-11 00:34:50 main:574] : INFO : Epoch 1641 | loss: 0.031162 | val_loss: 0.0311653 | Time: 2092.99 ms [2022-04-11 00:34:52 main:574] : INFO : Epoch 1642 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 2009.72 ms [2022-04-11 00:34:54 main:574] : INFO : Epoch 1643 | loss: 0.031164 | val_loss: 0.0311662 | Time: 2038.59 ms [2022-04-11 00:34:56 main:574] : INFO : Epoch 1644 | loss: 0.0311619 | val_loss: 0.0311661 | Time: 2103.07 ms [2022-04-11 00:34:58 main:574] : INFO : Epoch 1645 | loss: 0.0311603 | val_loss: 0.0311637 | Time: 2069.71 ms [2022-04-11 00:35:00 main:574] : INFO : Epoch 1646 | loss: 0.0311589 | val_loss: 0.03116 | Time: 2148.23 ms [2022-04-11 00:35:02 main:574] : INFO : Epoch 1647 | loss: 0.0311577 | val_loss: 0.0311619 | Time: 2042.33 ms [2022-04-11 00:35:04 main:574] : INFO : Epoch 1648 | loss: 0.0311567 | val_loss: 0.0311601 | Time: 2094.57 ms [2022-04-11 00:35:06 main:574] : INFO : Epoch 1649 | loss: 0.031159 | val_loss: 0.0311607 | Time: 2098.85 ms [2022-04-11 00:35:08 main:574] : INFO : Epoch 1650 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 2085.44 ms [2022-04-11 00:35:11 main:574] : INFO : Epoch 1651 | loss: 0.0311645 | val_loss: 0.0311687 | Time: 2116.82 ms [2022-04-11 00:35:13 main:574] : INFO : Epoch 1652 | loss: 0.0311646 | val_loss: 0.0311679 | Time: 2209.86 ms [2022-04-11 00:35:15 main:574] : INFO : Epoch 1653 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 2093.53 ms [2022-04-11 00:35:17 main:574] : INFO : Epoch 1654 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 2046.36 ms [2022-04-11 00:35:19 main:574] : INFO : Epoch 1655 | loss: 0.0311687 | val_loss: 0.0311748 | Time: 2123.11 ms [2022-04-11 00:35:21 main:574] : INFO : Epoch 1656 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 2059.39 ms [2022-04-11 00:35:23 main:574] : INFO : Epoch 1657 | loss: 0.0311648 | val_loss: 0.0311717 | Time: 2084.43 ms [2022-04-11 00:35:25 main:574] : INFO : Epoch 1658 | loss: 0.0311636 | val_loss: 0.0311717 | Time: 2044.64 ms [2022-04-11 00:35:27 main:574] : INFO : Epoch 1659 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 2064.86 ms [2022-04-11 00:35:29 main:574] : INFO : Epoch 1660 | loss: 0.031165 | val_loss: 0.0311707 | Time: 2059.02 ms [2022-04-11 00:35:31 main:574] : INFO : Epoch 1661 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 1981.64 ms [2022-04-11 00:35:33 main:574] : INFO : Epoch 1662 | loss: 0.0311625 | val_loss: 0.0311682 | Time: 2061.5 ms [2022-04-11 00:35:35 main:574] : INFO : Epoch 1663 | loss: 0.031161 | val_loss: 0.0311674 | Time: 2000.59 ms [2022-04-11 00:35:38 main:574] : INFO : Epoch 1664 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 2108.38 ms [2022-04-11 00:35:40 main:574] : INFO : Epoch 1665 | loss: 0.0311603 | val_loss: 0.031168 | Time: 2065.76 ms [2022-04-11 00:35:42 main:574] : INFO : Epoch 1666 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 2048.44 ms [2022-04-11 00:35:44 main:574] : INFO : Epoch 1667 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 2048.38 ms [2022-04-11 00:35:46 main:574] : INFO : Epoch 1668 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 2043.8 ms [2022-04-11 00:35:48 main:574] : INFO : Epoch 1669 | loss: 0.0311601 | val_loss: 0.0311695 | Time: 2040.71 ms [2022-04-11 00:35:50 main:574] : INFO : Epoch 1670 | loss: 0.031162 | val_loss: 0.0311726 | Time: 2050.13 ms [2022-04-11 00:35:52 main:574] : INFO : Epoch 1671 | loss: 0.031162 | val_loss: 0.0311674 | Time: 2146.18 ms [2022-04-11 00:35:54 main:574] : INFO : Epoch 1672 | loss: 0.0311594 | val_loss: 0.0311708 | Time: 2045.81 ms [2022-04-11 00:35:56 main:574] : INFO : Epoch 1673 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 2018.79 ms [2022-04-11 00:35:58 main:574] : INFO : Epoch 1674 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 2176.88 ms [2022-04-11 00:36:00 main:574] : INFO : Epoch 1675 | loss: 0.0311574 | val_loss: 0.0311657 | Time: 2060.05 ms [2022-04-11 00:36:02 main:574] : INFO : Epoch 1676 | loss: 0.031159 | val_loss: 0.0311705 | Time: 2073.66 ms [2022-04-11 00:36:05 main:574] : INFO : Epoch 1677 | loss: 0.0311615 | val_loss: 0.0311689 | Time: 2212.3 ms [2022-04-11 00:36:07 main:574] : INFO : Epoch 1678 | loss: 0.031166 | val_loss: 0.0311778 | Time: 2163.76 ms [2022-04-11 00:36:10 main:574] : INFO : Epoch 1679 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2119.37 ms [2022-04-11 00:36:12 main:574] : INFO : Epoch 1680 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 2036.03 ms [2022-04-11 00:36:14 main:574] : INFO : Epoch 1681 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 2091.18 ms [2022-04-11 00:36:16 main:574] : INFO : Epoch 1682 | loss: 0.031168 | val_loss: 0.0311708 | Time: 2102.52 ms [2022-04-11 00:36:18 main:574] : INFO : Epoch 1683 | loss: 0.0311646 | val_loss: 0.031171 | Time: 2099.26 ms [2022-04-11 00:36:20 main:574] : INFO : Epoch 1684 | loss: 0.031165 | val_loss: 0.0311682 | Time: 2076.11 ms [2022-04-11 00:36:22 main:574] : INFO : Epoch 1685 | loss: 0.031162 | val_loss: 0.0311684 | Time: 2143.86 ms [2022-04-11 00:36:24 main:574] : INFO : Epoch 1686 | loss: 0.031161 | val_loss: 0.0311682 | Time: 2053.5 ms [2022-04-11 00:36:26 main:574] : INFO : Epoch 1687 | loss: 0.031161 | val_loss: 0.0311678 | Time: 2083.88 ms [2022-04-11 00:36:29 main:574] : INFO : Epoch 1688 | loss: 0.0311603 | val_loss: 0.0311672 | Time: 2100.23 ms [2022-04-11 00:36:31 main:574] : INFO : Epoch 1689 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 2055.73 ms [2022-04-11 00:36:33 main:574] : INFO : Epoch 1690 | loss: 0.031163 | val_loss: 0.0311691 | Time: 2150.54 ms [2022-04-11 00:36:35 main:574] : INFO : Epoch 1691 | loss: 0.0311612 | val_loss: 0.0311649 | Time: 2124.05 ms [2022-04-11 00:36:37 main:574] : INFO : Epoch 1692 | loss: 0.031161 | val_loss: 0.031166 | Time: 2150.36 ms [2022-04-11 00:36:39 main:574] : INFO : Epoch 1693 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 2177.79 ms [2022-04-11 00:36:41 main:574] : INFO : Epoch 1694 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 2142.38 ms [2022-04-11 00:36:44 main:574] : INFO : Epoch 1695 | loss: 0.031161 | val_loss: 0.0311654 | Time: 2228.42 ms [2022-04-11 00:36:46 main:574] : INFO : Epoch 1696 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 2030.22 ms [2022-04-11 00:36:48 main:574] : INFO : Epoch 1697 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 2028.73 ms [2022-04-11 00:36:50 main:574] : INFO : Epoch 1698 | loss: 0.0311562 | val_loss: 0.031171 | Time: 2118.03 ms [2022-04-11 00:36:52 main:574] : INFO : Epoch 1699 | loss: 0.0311577 | val_loss: 0.0311641 | Time: 2099.5 ms [2022-04-11 00:36:54 main:574] : INFO : Epoch 1700 | loss: 0.0311579 | val_loss: 0.0311654 | Time: 2062.48 ms [2022-04-11 00:36:56 main:574] : INFO : Epoch 1701 | loss: 0.031159 | val_loss: 0.0311655 | Time: 2158.98 ms [2022-04-11 00:36:58 main:574] : INFO : Epoch 1702 | loss: 0.0311591 | val_loss: 0.0311643 | Time: 2024.08 ms [2022-04-11 00:37:00 main:574] : INFO : Epoch 1703 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 2088.57 ms [2022-04-11 00:37:02 main:574] : INFO : Epoch 1704 | loss: 0.0311595 | val_loss: 0.0311648 | Time: 2099.6 ms [2022-04-11 00:37:05 main:574] : INFO : Epoch 1705 | loss: 0.031157 | val_loss: 0.0311658 | Time: 2117.24 ms [2022-04-11 00:37:07 main:574] : INFO : Epoch 1706 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 2090.92 ms [2022-04-11 00:37:09 main:574] : INFO : Epoch 1707 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 2032.89 ms [2022-04-11 00:37:11 main:574] : INFO : Epoch 1708 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 2153.71 ms [2022-04-11 00:37:13 main:574] : INFO : Epoch 1709 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 2128.81 ms [2022-04-11 00:37:15 main:574] : INFO : Epoch 1710 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 2049.13 ms [2022-04-11 00:37:17 main:574] : INFO : Epoch 1711 | loss: 0.03116 | val_loss: 0.0311668 | Time: 2109.75 ms [2022-04-11 00:37:19 main:574] : INFO : Epoch 1712 | loss: 0.0311645 | val_loss: 0.0311675 | Time: 2109.29 ms [2022-04-11 00:37:21 main:574] : INFO : Epoch 1713 | loss: 0.0311637 | val_loss: 0.0311666 | Time: 2032.77 ms [2022-04-11 00:37:23 main:574] : INFO : Epoch 1714 | loss: 0.0311625 | val_loss: 0.0311646 | Time: 2030.45 ms [2022-04-11 00:37:25 main:574] : INFO : Epoch 1715 | loss: 0.0311595 | val_loss: 0.0311648 | Time: 2103.06 ms [2022-04-11 00:37:27 main:574] : INFO : Epoch 1716 | loss: 0.031162 | val_loss: 0.0311657 | Time: 2031.9 ms [2022-04-11 00:37:29 main:574] : INFO : Epoch 1717 | loss: 0.0311613 | val_loss: 0.0311643 | Time: 2013.09 ms [2022-04-11 00:37:32 main:574] : INFO : Epoch 1718 | loss: 0.0311577 | val_loss: 0.0311637 | Time: 2043.44 ms [2022-04-11 00:37:34 main:574] : INFO : Epoch 1719 | loss: 0.0311563 | val_loss: 0.0311639 | Time: 2118.03 ms [2022-04-11 00:37:36 main:574] : INFO : Epoch 1720 | loss: 0.0311555 | val_loss: 0.031166 | Time: 2082.57 ms [2022-04-11 00:37:38 main:574] : INFO : Epoch 1721 | loss: 0.0311568 | val_loss: 0.031165 | Time: 2129.5 ms [2022-04-11 00:37:40 main:574] : INFO : Epoch 1722 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 1997.55 ms [2022-04-11 00:37:42 main:574] : INFO : Epoch 1723 | loss: 0.0311548 | val_loss: 0.031166 | Time: 2097.98 ms [2022-04-11 00:37:44 main:574] : INFO : Epoch 1724 | loss: 0.031156 | val_loss: 0.0311657 | Time: 2061.44 ms [2022-04-11 00:37:46 main:574] : INFO : Epoch 1725 | loss: 0.0311546 | val_loss: 0.0311644 | Time: 2081.74 ms [2022-04-11 00:37:48 main:574] : INFO : Epoch 1726 | loss: 0.031153 | val_loss: 0.0311654 | Time: 2060.2 ms [2022-04-11 00:37:50 main:574] : INFO : Epoch 1727 | loss: 0.0311537 | val_loss: 0.0311674 | Time: 1984.3 ms [2022-04-11 00:37:52 main:574] : INFO : Epoch 1728 | loss: 0.0311529 | val_loss: 0.0311654 | Time: 2203.17 ms [2022-04-11 00:37:54 main:574] : INFO : Epoch 1729 | loss: 0.0311535 | val_loss: 0.0311649 | Time: 2060.8 ms [2022-04-11 00:37:57 main:574] : INFO : Epoch 1730 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 2084.71 ms [2022-04-11 00:37:59 main:574] : INFO : Epoch 1731 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 2045.86 ms [2022-04-11 00:38:01 main:574] : INFO : Epoch 1732 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 2138.53 ms [2022-04-11 00:38:03 main:574] : INFO : Epoch 1733 | loss: 0.0311522 | val_loss: 0.0311632 | Time: 2036.16 ms [2022-04-11 00:38:05 main:574] : INFO : Epoch 1734 | loss: 0.031152 | val_loss: 0.0311659 | Time: 2210.72 ms [2022-04-11 00:38:07 main:574] : INFO : Epoch 1735 | loss: 0.0311515 | val_loss: 0.031165 | Time: 2036.88 ms [2022-04-11 00:38:09 main:574] : INFO : Epoch 1736 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 2179.41 ms [2022-04-11 00:38:11 main:574] : INFO : Epoch 1737 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 2046.31 ms [2022-04-11 00:38:13 main:574] : INFO : Epoch 1738 | loss: 0.0311535 | val_loss: 0.0311739 | Time: 2044.84 ms [2022-04-11 00:38:15 main:574] : INFO : Epoch 1739 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 2075.76 ms [2022-04-11 00:38:17 main:574] : INFO : Epoch 1740 | loss: 0.031152 | val_loss: 0.0311635 | Time: 2066.17 ms [2022-04-11 00:38:19 main:574] : INFO : Epoch 1741 | loss: 0.0311505 | val_loss: 0.0311636 | Time: 2007.52 ms [2022-04-11 00:38:22 main:574] : INFO : Epoch 1742 | loss: 0.0311504 | val_loss: 0.0311644 | Time: 2159.19 ms [2022-04-11 00:38:24 main:574] : INFO : Epoch 1743 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 2066.74 ms [2022-04-11 00:38:26 main:574] : INFO : Epoch 1744 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 2106.17 ms [2022-04-11 00:38:28 main:574] : INFO : Epoch 1745 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 2062.09 ms [2022-04-11 00:38:30 main:574] : INFO : Epoch 1746 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 2147.11 ms [2022-04-11 00:38:32 main:574] : INFO : Epoch 1747 | loss: 0.031154 | val_loss: 0.0311629 | Time: 2014.5 ms [2022-04-11 00:38:34 main:574] : INFO : Epoch 1748 | loss: 0.031152 | val_loss: 0.0311671 | Time: 2130.48 ms [2022-04-11 00:38:36 main:574] : INFO : Epoch 1749 | loss: 0.0311524 | val_loss: 0.0311603 | Time: 2050.23 ms [2022-04-11 00:38:38 main:574] : INFO : Epoch 1750 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 2113.26 ms [2022-04-11 00:38:40 main:574] : INFO : Epoch 1751 | loss: 0.0311499 | val_loss: 0.0311602 | Time: 2014.61 ms [2022-04-11 00:38:43 main:574] : INFO : Epoch 1752 | loss: 0.0311493 | val_loss: 0.0311702 | Time: 2213.97 ms [2022-04-11 00:38:45 main:574] : INFO : Epoch 1753 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 2238.01 ms [2022-04-11 00:38:47 main:574] : INFO : Epoch 1754 | loss: 0.0311535 | val_loss: 0.0311623 | Time: 2109.71 ms [2022-04-11 00:38:49 main:574] : INFO : Epoch 1755 | loss: 0.031152 | val_loss: 0.0311623 | Time: 2108.18 ms [2022-04-11 00:38:51 main:574] : INFO : Epoch 1756 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 2119.94 ms [2022-04-11 00:38:53 main:574] : INFO : Epoch 1757 | loss: 0.0311516 | val_loss: 0.0311613 | Time: 2078.56 ms [2022-04-11 00:38:55 main:574] : INFO : Epoch 1758 | loss: 0.0311515 | val_loss: 0.0311608 | Time: 1971.61 ms [2022-04-11 00:38:57 main:574] : INFO : Epoch 1759 | loss: 0.031151 | val_loss: 0.0311611 | Time: 2104.17 ms [2022-04-11 00:38:59 main:574] : INFO : Epoch 1760 | loss: 0.0311498 | val_loss: 0.0311631 | Time: 2095 ms [2022-04-11 00:39:01 main:574] : INFO : Epoch 1761 | loss: 0.0311504 | val_loss: 0.0311609 | Time: 1992.4 ms [2022-04-11 00:39:04 main:574] : INFO : Epoch 1762 | loss: 0.0311499 | val_loss: 0.0311599 | Time: 2073.39 ms [2022-04-11 00:39:06 main:574] : INFO : Epoch 1763 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 2083.81 ms [2022-04-11 00:39:08 main:574] : INFO : Epoch 1764 | loss: 0.0311493 | val_loss: 0.0311681 | Time: 2149.94 ms [2022-04-11 00:39:10 main:574] : INFO : Epoch 1765 | loss: 0.03115 | val_loss: 0.0311645 | Time: 2111.64 ms [2022-04-11 00:39:12 main:574] : INFO : Epoch 1766 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 2109.29 ms [2022-04-11 00:39:14 main:574] : INFO : Epoch 1767 | loss: 0.0311501 | val_loss: 0.0311616 | Time: 2070.03 ms [2022-04-11 00:39:16 main:574] : INFO : Epoch 1768 | loss: 0.0311509 | val_loss: 0.0311684 | Time: 2060.98 ms [2022-04-11 00:39:18 main:574] : INFO : Epoch 1769 | loss: 0.0311552 | val_loss: 0.0311671 | Time: 2066.15 ms [2022-04-11 00:39:20 main:574] : INFO : Epoch 1770 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 2177.86 ms [2022-04-11 00:39:22 main:574] : INFO : Epoch 1771 | loss: 0.0311514 | val_loss: 0.0311634 | Time: 2053.9 ms [2022-04-11 00:39:24 main:574] : INFO : Epoch 1772 | loss: 0.0311548 | val_loss: 0.0311643 | Time: 1989.21 ms [2022-04-11 00:39:27 main:574] : INFO : Epoch 1773 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 2063.1 ms [2022-04-11 00:39:29 main:574] : INFO : Epoch 1774 | loss: 0.0311513 | val_loss: 0.0311658 | Time: 2098.85 ms [2022-04-11 00:39:31 main:574] : INFO : Epoch 1775 | loss: 0.0311508 | val_loss: 0.0311657 | Time: 2131.12 ms [2022-04-11 00:39:33 main:574] : INFO : Epoch 1776 | loss: 0.0311554 | val_loss: 0.0311678 | Time: 2074.05 ms [2022-04-11 00:39:35 main:574] : INFO : Epoch 1777 | loss: 0.0311549 | val_loss: 0.031166 | Time: 2009.32 ms [2022-04-11 00:39:37 main:574] : INFO : Epoch 1778 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 2091.82 ms [2022-04-11 00:39:39 main:574] : INFO : Epoch 1779 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 2123.7 ms [2022-04-11 00:39:41 main:574] : INFO : Epoch 1780 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 2022.51 ms [2022-04-11 00:39:43 main:574] : INFO : Epoch 1781 | loss: 0.0311478 | val_loss: 0.0311676 | Time: 2110.78 ms [2022-04-11 00:39:45 main:574] : INFO : Epoch 1782 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 2060.19 ms [2022-04-11 00:39:47 main:574] : INFO : Epoch 1783 | loss: 0.0311519 | val_loss: 0.0311695 | Time: 2086 ms [2022-04-11 00:39:49 main:574] : INFO : Epoch 1784 | loss: 0.0311492 | val_loss: 0.0311661 | Time: 2069.98 ms [2022-04-11 00:39:52 main:574] : INFO : Epoch 1785 | loss: 0.031152 | val_loss: 0.031166 | Time: 2047.88 ms [2022-04-11 00:39:54 main:574] : INFO : Epoch 1786 | loss: 0.0311523 | val_loss: 0.031165 | Time: 2016.68 ms [2022-04-11 00:39:56 main:574] : INFO : Epoch 1787 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 2073.14 ms [2022-04-11 00:39:58 main:574] : INFO : Epoch 1788 | loss: 0.0311505 | val_loss: 0.031162 | Time: 2070.54 ms [2022-04-11 00:40:00 main:574] : INFO : Epoch 1789 | loss: 0.0311493 | val_loss: 0.031162 | Time: 1988.14 ms [2022-04-11 00:40:02 main:574] : INFO : Epoch 1790 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 2136.39 ms [2022-04-11 00:40:04 main:574] : INFO : Epoch 1791 | loss: 0.0311499 | val_loss: 0.031165 | Time: 2123.05 ms [2022-04-11 00:40:06 main:574] : INFO : Epoch 1792 | loss: 0.0311504 | val_loss: 0.0311625 | Time: 2120.8 ms [2022-04-11 00:40:08 main:574] : INFO : Epoch 1793 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 2121.65 ms [2022-04-11 00:40:10 main:574] : INFO : Epoch 1794 | loss: 0.031148 | val_loss: 0.0311612 | Time: 2105.7 ms [2022-04-11 00:40:13 main:574] : INFO : Epoch 1795 | loss: 0.0311496 | val_loss: 0.0311653 | Time: 2183.42 ms [2022-04-11 00:40:15 main:574] : INFO : Epoch 1796 | loss: 0.0311496 | val_loss: 0.0311641 | Time: 2125.08 ms [2022-04-11 00:40:17 main:574] : INFO : Epoch 1797 | loss: 0.0311493 | val_loss: 0.0311595 | Time: 2103.4 ms [2022-04-11 00:40:19 main:574] : INFO : Epoch 1798 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 2039.62 ms [2022-04-11 00:40:21 main:574] : INFO : Epoch 1799 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 2078.11 ms [2022-04-11 00:40:23 main:574] : INFO : Epoch 1800 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 2111.43 ms [2022-04-11 00:40:25 main:574] : INFO : Epoch 1801 | loss: 0.0311478 | val_loss: 0.031165 | Time: 2180.67 ms [2022-04-11 00:40:27 main:574] : INFO : Epoch 1802 | loss: 0.0311473 | val_loss: 0.0311822 | Time: 2167.36 ms [2022-04-11 00:40:29 main:574] : INFO : Epoch 1803 | loss: 0.0311513 | val_loss: 0.0311615 | Time: 2065.88 ms [2022-04-11 00:40:32 main:574] : INFO : Epoch 1804 | loss: 0.0311468 | val_loss: 0.0311627 | Time: 2113.82 ms [2022-04-11 00:40:34 main:574] : INFO : Epoch 1805 | loss: 0.0311456 | val_loss: 0.0311625 | Time: 2097.02 ms [2022-04-11 00:40:36 main:574] : INFO : Epoch 1806 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 2307.22 ms [2022-04-11 00:40:38 main:574] : INFO : Epoch 1807 | loss: 0.031145 | val_loss: 0.0311615 | Time: 2252.01 ms [2022-04-11 00:40:40 main:574] : INFO : Epoch 1808 | loss: 0.031145 | val_loss: 0.0311643 | Time: 2060.46 ms [2022-04-11 00:40:42 main:574] : INFO : Epoch 1809 | loss: 0.0311457 | val_loss: 0.0311637 | Time: 2066.01 ms [2022-04-11 00:40:44 main:574] : INFO : Epoch 1810 | loss: 0.0311472 | val_loss: 0.0311681 | Time: 2075.85 ms [2022-04-11 00:40:47 main:574] : INFO : Epoch 1811 | loss: 0.031147 | val_loss: 0.0311628 | Time: 2093.24 ms [2022-04-11 00:40:49 main:574] : INFO : Epoch 1812 | loss: 0.0311458 | val_loss: 0.0311657 | Time: 2119.54 ms [2022-04-11 00:40:51 main:574] : INFO : Epoch 1813 | loss: 0.03115 | val_loss: 0.0311614 | Time: 1961.62 ms [2022-04-11 00:40:53 main:574] : INFO : Epoch 1814 | loss: 0.0311466 | val_loss: 0.0311625 | Time: 2119.8 ms [2022-04-11 00:40:55 main:574] : INFO : Epoch 1815 | loss: 0.0311437 | val_loss: 0.0311618 | Time: 2057.37 ms [2022-04-11 00:40:57 main:574] : INFO : Epoch 1816 | loss: 0.0311439 | val_loss: 0.0311619 | Time: 2159.52 ms [2022-04-11 00:40:59 main:574] : INFO : Epoch 1817 | loss: 0.0311429 | val_loss: 0.0311636 | Time: 2143.29 ms [2022-04-11 00:41:01 main:574] : INFO : Epoch 1818 | loss: 0.0311442 | val_loss: 0.0311611 | Time: 2133.88 ms [2022-04-11 00:41:03 main:574] : INFO : Epoch 1819 | loss: 0.0311459 | val_loss: 0.0311677 | Time: 2065.26 ms [2022-04-11 00:41:05 main:574] : INFO : Epoch 1820 | loss: 0.0311443 | val_loss: 0.0311625 | Time: 2054.04 ms [2022-04-11 00:41:08 main:574] : INFO : Epoch 1821 | loss: 0.0311427 | val_loss: 0.0311631 | Time: 2114.98 ms [2022-04-11 00:41:10 main:574] : INFO : Epoch 1822 | loss: 0.0311421 | val_loss: 0.031166 | Time: 2063.41 ms [2022-04-11 00:41:12 main:574] : INFO : Epoch 1823 | loss: 0.0311438 | val_loss: 0.0311625 | Time: 2079.78 ms [2022-04-11 00:41:14 main:574] : INFO : Epoch 1824 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 2127.14 ms [2022-04-11 00:41:16 main:574] : INFO : Epoch 1825 | loss: 0.0311432 | val_loss: 0.031161 | Time: 2053.76 ms [2022-04-11 00:41:18 main:574] : INFO : Epoch 1826 | loss: 0.0311425 | val_loss: 0.0311611 | Time: 2140.01 ms [2022-04-11 00:41:20 main:574] : INFO : Epoch 1827 | loss: 0.0311426 | val_loss: 0.0311608 | Time: 2125.51 ms [2022-04-11 00:41:22 main:574] : INFO : Epoch 1828 | loss: 0.0311433 | val_loss: 0.0311635 | Time: 2131.33 ms [2022-04-11 00:41:24 main:574] : INFO : Epoch 1829 | loss: 0.0311428 | val_loss: 0.031163 | Time: 2111.66 ms [2022-04-11 00:41:26 main:574] : INFO : Epoch 1830 | loss: 0.0311432 | val_loss: 0.0311694 | Time: 1994.56 ms [2022-04-11 00:41:29 main:574] : INFO : Epoch 1831 | loss: 0.0311439 | val_loss: 0.0311626 | Time: 2125.17 ms [2022-04-11 00:41:31 main:574] : INFO : Epoch 1832 | loss: 0.0311442 | val_loss: 0.0311729 | Time: 2023.42 ms [2022-04-11 00:41:33 main:574] : INFO : Epoch 1833 | loss: 0.0311466 | val_loss: 0.031163 | Time: 2189.57 ms [2022-04-11 00:41:35 main:574] : INFO : Epoch 1834 | loss: 0.0311418 | val_loss: 0.0311597 | Time: 2053.68 ms [2022-04-11 00:41:37 main:574] : INFO : Epoch 1835 | loss: 0.031142 | val_loss: 0.0311602 | Time: 2041.94 ms [2022-04-11 00:41:39 main:574] : INFO : Epoch 1836 | loss: 0.0311428 | val_loss: 0.0311624 | Time: 2075.57 ms [2022-04-11 00:41:41 main:574] : INFO : Epoch 1837 | loss: 0.0311429 | val_loss: 0.031162 | Time: 2094.39 ms [2022-04-11 00:41:43 main:574] : INFO : Epoch 1838 | loss: 0.0311415 | val_loss: 0.0311612 | Time: 2157.38 ms [2022-04-11 00:41:45 main:574] : INFO : Epoch 1839 | loss: 0.0311431 | val_loss: 0.031164 | Time: 1982.99 ms [2022-04-11 00:41:47 main:574] : INFO : Epoch 1840 | loss: 0.0311424 | val_loss: 0.03116 | Time: 2108.27 ms [2022-04-11 00:41:49 main:574] : INFO : Epoch 1841 | loss: 0.0311402 | val_loss: 0.03116 | Time: 2082.55 ms [2022-04-11 00:41:52 main:574] : INFO : Epoch 1842 | loss: 0.0311423 | val_loss: 0.0311683 | Time: 2172.92 ms [2022-04-11 00:41:54 main:574] : INFO : Epoch 1843 | loss: 0.0311428 | val_loss: 0.0311616 | Time: 2115.7 ms [2022-04-11 00:41:56 main:574] : INFO : Epoch 1844 | loss: 0.0311421 | val_loss: 0.0311634 | Time: 2078.1 ms [2022-04-11 00:41:58 main:574] : INFO : Epoch 1845 | loss: 0.0311464 | val_loss: 0.0311746 | Time: 2127.75 ms [2022-04-11 00:42:00 main:574] : INFO : Epoch 1846 | loss: 0.0311489 | val_loss: 0.0311689 | Time: 2079.34 ms [2022-04-11 00:42:02 main:574] : INFO : Epoch 1847 | loss: 0.0311431 | val_loss: 0.0311591 | Time: 2121.34 ms [2022-04-11 00:42:04 main:574] : INFO : Epoch 1848 | loss: 0.0311449 | val_loss: 0.0311642 | Time: 2113.63 ms [2022-04-11 00:42:06 main:574] : INFO : Epoch 1849 | loss: 0.0311504 | val_loss: 0.0311648 | Time: 2061.16 ms [2022-04-11 00:42:08 main:574] : INFO : Epoch 1850 | loss: 0.0311465 | val_loss: 0.0311629 | Time: 2070.66 ms [2022-04-11 00:42:10 main:574] : INFO : Epoch 1851 | loss: 0.0311464 | val_loss: 0.0311655 | Time: 2086.34 ms [2022-04-11 00:42:13 main:574] : INFO : Epoch 1852 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 2069.38 ms [2022-04-11 00:42:15 main:574] : INFO : Epoch 1853 | loss: 0.0311507 | val_loss: 0.0311634 | Time: 2108.79 ms [2022-04-11 00:42:17 main:574] : INFO : Epoch 1854 | loss: 0.0311534 | val_loss: 0.0311621 | Time: 2059.97 ms [2022-04-11 00:42:19 main:574] : INFO : Epoch 1855 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 2134.4 ms [2022-04-11 00:42:21 main:574] : INFO : Epoch 1856 | loss: 0.0311564 | val_loss: 0.0311616 | Time: 2018.1 ms [2022-04-11 00:42:23 main:574] : INFO : Epoch 1857 | loss: 0.0311547 | val_loss: 0.0311602 | Time: 2088.91 ms [2022-04-11 00:42:25 main:574] : INFO : Epoch 1858 | loss: 0.0311532 | val_loss: 0.0311599 | Time: 2056.85 ms [2022-04-11 00:42:27 main:574] : INFO : Epoch 1859 | loss: 0.0311516 | val_loss: 0.0311599 | Time: 2082.6 ms [2022-04-11 00:42:29 main:574] : INFO : Epoch 1860 | loss: 0.0311486 | val_loss: 0.0311567 | Time: 2058.39 ms [2022-04-11 00:42:31 main:574] : INFO : Epoch 1861 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 2115.88 ms [2022-04-11 00:42:33 main:574] : INFO : Epoch 1862 | loss: 0.0311474 | val_loss: 0.0311586 | Time: 2092.64 ms [2022-04-11 00:42:35 main:574] : INFO : Epoch 1863 | loss: 0.0311455 | val_loss: 0.0311606 | Time: 2041.74 ms [2022-04-11 00:42:37 main:574] : INFO : Epoch 1864 | loss: 0.0311474 | val_loss: 0.0311623 | Time: 2032.58 ms [2022-04-11 00:42:40 main:574] : INFO : Epoch 1865 | loss: 0.0311453 | val_loss: 0.0311584 | Time: 2101.1 ms [2022-04-11 00:42:42 main:574] : INFO : Epoch 1866 | loss: 0.0311443 | val_loss: 0.031159 | Time: 2087.53 ms [2022-04-11 00:42:44 main:574] : INFO : Epoch 1867 | loss: 0.0311487 | val_loss: 0.0311612 | Time: 2066.88 ms [2022-04-11 00:42:46 main:574] : INFO : Epoch 1868 | loss: 0.0311457 | val_loss: 0.0311598 | Time: 1971.56 ms [2022-04-11 00:42:48 main:574] : INFO : Epoch 1869 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 2100.37 ms [2022-04-11 00:42:50 main:574] : INFO : Epoch 1870 | loss: 0.0311462 | val_loss: 0.0311583 | Time: 2036.41 ms [2022-04-11 00:42:52 main:574] : INFO : Epoch 1871 | loss: 0.0311436 | val_loss: 0.0311575 | Time: 2097.82 ms [2022-04-11 00:42:54 main:574] : INFO : Epoch 1872 | loss: 0.031144 | val_loss: 0.031157 | Time: 2102.93 ms [2022-04-11 00:42:56 main:574] : INFO : Epoch 1873 | loss: 0.0311444 | val_loss: 0.0311589 | Time: 2064.51 ms [2022-04-11 00:42:58 main:574] : INFO : Epoch 1874 | loss: 0.0311426 | val_loss: 0.0311577 | Time: 2069.32 ms [2022-04-11 00:43:00 main:574] : INFO : Epoch 1875 | loss: 0.0311432 | val_loss: 0.0311571 | Time: 2067.45 ms [2022-04-11 00:43:02 main:574] : INFO : Epoch 1876 | loss: 0.0311424 | val_loss: 0.0311565 | Time: 2092.96 ms [2022-04-11 00:43:04 main:574] : INFO : Epoch 1877 | loss: 0.0311418 | val_loss: 0.031155 | Time: 2003.74 ms [2022-04-11 00:43:07 main:574] : INFO : Epoch 1878 | loss: 0.0311426 | val_loss: 0.0311568 | Time: 2125.9 ms [2022-04-11 00:43:09 main:574] : INFO : Epoch 1879 | loss: 0.0311419 | val_loss: 0.0311564 | Time: 2048.25 ms [2022-04-11 00:43:11 main:574] : INFO : Epoch 1880 | loss: 0.0311451 | val_loss: 0.0311563 | Time: 2078.74 ms [2022-04-11 00:43:13 main:574] : INFO : Epoch 1881 | loss: 0.0311432 | val_loss: 0.0311568 | Time: 1986.59 ms [2022-04-11 00:43:15 main:574] : INFO : Epoch 1882 | loss: 0.0311417 | val_loss: 0.0311555 | Time: 2089.65 ms [2022-04-11 00:43:17 main:574] : INFO : Epoch 1883 | loss: 0.0311438 | val_loss: 0.0311589 | Time: 2112.52 ms [2022-04-11 00:43:19 main:574] : INFO : Epoch 1884 | loss: 0.0311425 | val_loss: 0.031153 | Time: 2071.14 ms [2022-04-11 00:43:21 main:574] : INFO : Epoch 1885 | loss: 0.0311483 | val_loss: 0.0311598 | Time: 2009.5 ms [2022-04-11 00:43:23 main:574] : INFO : Epoch 1886 | loss: 0.031153 | val_loss: 0.0311565 | Time: 2100.65 ms [2022-04-11 00:43:25 main:574] : INFO : Epoch 1887 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 2025.53 ms [2022-04-11 00:43:27 main:574] : INFO : Epoch 1888 | loss: 0.031151 | val_loss: 0.0311535 | Time: 2045.45 ms [2022-04-11 00:43:29 main:574] : INFO : Epoch 1889 | loss: 0.0311503 | val_loss: 0.0311575 | Time: 2041.06 ms [2022-04-11 00:43:31 main:574] : INFO : Epoch 1890 | loss: 0.0311483 | val_loss: 0.0311567 | Time: 2081.35 ms [2022-04-11 00:43:33 main:574] : INFO : Epoch 1891 | loss: 0.0311482 | val_loss: 0.0311536 | Time: 2065.05 ms [2022-04-11 00:43:35 main:574] : INFO : Epoch 1892 | loss: 0.0311499 | val_loss: 0.0311555 | Time: 2111.2 ms [2022-04-11 00:43:37 main:574] : INFO : Epoch 1893 | loss: 0.031149 | val_loss: 0.0311595 | Time: 2007.89 ms [2022-04-11 00:43:40 main:574] : INFO : Epoch 1894 | loss: 0.0311508 | val_loss: 0.0311579 | Time: 2086.1 ms [2022-04-11 00:43:42 main:574] : INFO : Epoch 1895 | loss: 0.0311549 | val_loss: 0.0311658 | Time: 2057.42 ms [2022-04-11 00:43:44 main:574] : INFO : Epoch 1896 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 1950.41 ms [2022-04-11 00:43:46 main:574] : INFO : Epoch 1897 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 2093.96 ms [2022-04-11 00:43:48 main:574] : INFO : Epoch 1898 | loss: 0.031157 | val_loss: 0.0311648 | Time: 2099.87 ms [2022-04-11 00:43:50 main:574] : INFO : Epoch 1899 | loss: 0.0311567 | val_loss: 0.031162 | Time: 2086.95 ms [2022-04-11 00:43:52 main:574] : INFO : Epoch 1900 | loss: 0.0311553 | val_loss: 0.031165 | Time: 2093.59 ms [2022-04-11 00:43:54 main:574] : INFO : Epoch 1901 | loss: 0.0311546 | val_loss: 0.0311613 | Time: 2042.67 ms [2022-04-11 00:43:56 main:574] : INFO : Epoch 1902 | loss: 0.0311512 | val_loss: 0.031162 | Time: 2031.71 ms [2022-04-11 00:43:58 main:574] : INFO : Epoch 1903 | loss: 0.0311517 | val_loss: 0.0311622 | Time: 2071.16 ms [2022-04-11 00:44:00 main:574] : INFO : Epoch 1904 | loss: 0.0311516 | val_loss: 0.0311627 | Time: 2025.87 ms [2022-04-11 00:44:02 main:574] : INFO : Epoch 1905 | loss: 0.0311524 | val_loss: 0.0311613 | Time: 2082.75 ms [2022-04-11 00:44:04 main:574] : INFO : Epoch 1906 | loss: 0.0311517 | val_loss: 0.0311612 | Time: 2011.97 ms [2022-04-11 00:44:06 main:574] : INFO : Epoch 1907 | loss: 0.0311502 | val_loss: 0.03116 | Time: 2117.61 ms [2022-04-11 00:44:08 main:574] : INFO : Epoch 1908 | loss: 0.0311509 | val_loss: 0.0311602 | Time: 2059.72 ms [2022-04-11 00:44:11 main:574] : INFO : Epoch 1909 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 2147.97 ms [2022-04-11 00:44:13 main:574] : INFO : Epoch 1910 | loss: 0.0311513 | val_loss: 0.0311638 | Time: 2057.72 ms [2022-04-11 00:44:15 main:574] : INFO : Epoch 1911 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 2183.04 ms [2022-04-11 00:44:17 main:574] : INFO : Epoch 1912 | loss: 0.0311499 | val_loss: 0.0311576 | Time: 2102.15 ms [2022-04-11 00:44:19 main:574] : INFO : Epoch 1913 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 2011.49 ms [2022-04-11 00:44:21 main:574] : INFO : Epoch 1914 | loss: 0.0311482 | val_loss: 0.031157 | Time: 1992.69 ms [2022-04-11 00:44:23 main:574] : INFO : Epoch 1915 | loss: 0.0311482 | val_loss: 0.0311604 | Time: 2099.43 ms [2022-04-11 00:44:25 main:574] : INFO : Epoch 1916 | loss: 0.0311461 | val_loss: 0.0311622 | Time: 2174.49 ms [2022-04-11 00:44:27 main:574] : INFO : Epoch 1917 | loss: 0.0311481 | val_loss: 0.0311628 | Time: 2096.1 ms [2022-04-11 00:44:29 main:574] : INFO : Epoch 1918 | loss: 0.0311465 | val_loss: 0.0311598 | Time: 2088.56 ms [2022-04-11 00:44:32 main:574] : INFO : Epoch 1919 | loss: 0.0311466 | val_loss: 0.0311603 | Time: 2185.42 ms [2022-04-11 00:44:34 main:574] : INFO : Epoch 1920 | loss: 0.0311488 | val_loss: 0.0311692 | Time: 2108.01 ms [2022-04-11 00:44:36 main:574] : INFO : Epoch 1921 | loss: 0.0311482 | val_loss: 0.0311609 | Time: 2014.12 ms [2022-04-11 00:44:38 main:574] : INFO : Epoch 1922 | loss: 0.031149 | val_loss: 0.0311557 | Time: 2038.91 ms [2022-04-11 00:44:40 main:574] : INFO : Epoch 1923 | loss: 0.0311511 | val_loss: 0.0311616 | Time: 2108.38 ms [2022-04-11 00:44:42 main:574] : INFO : Epoch 1924 | loss: 0.0311451 | val_loss: 0.0311588 | Time: 2075.65 ms [2022-04-11 00:44:44 main:574] : INFO : Epoch 1925 | loss: 0.0311443 | val_loss: 0.0311578 | Time: 2069.04 ms [2022-04-11 00:44:46 main:574] : INFO : Epoch 1926 | loss: 0.0311434 | val_loss: 0.031155 | Time: 2071.08 ms [2022-04-11 00:44:48 main:574] : INFO : Epoch 1927 | loss: 0.031144 | val_loss: 0.0311569 | Time: 2069.85 ms [2022-04-11 00:44:50 main:574] : INFO : Epoch 1928 | loss: 0.0311441 | val_loss: 0.0311572 | Time: 2019.47 ms [2022-04-11 00:44:52 main:574] : INFO : Epoch 1929 | loss: 0.0311431 | val_loss: 0.0311538 | Time: 2159.09 ms [2022-04-11 00:44:54 main:574] : INFO : Epoch 1930 | loss: 0.0311449 | val_loss: 0.0311544 | Time: 2037.15 ms [2022-04-11 00:44:57 main:574] : INFO : Epoch 1931 | loss: 0.0311437 | val_loss: 0.031157 | Time: 2180.96 ms [2022-04-11 00:44:59 main:574] : INFO : Epoch 1932 | loss: 0.0311422 | val_loss: 0.0311569 | Time: 2013.7 ms [2022-04-11 00:45:01 main:574] : INFO : Epoch 1933 | loss: 0.031142 | val_loss: 0.0311544 | Time: 2164.52 ms [2022-04-11 00:45:03 main:574] : INFO : Epoch 1934 | loss: 0.031143 | val_loss: 0.0311611 | Time: 2024.99 ms [2022-04-11 00:45:05 main:574] : INFO : Epoch 1935 | loss: 0.031142 | val_loss: 0.031156 | Time: 2063.11 ms [2022-04-11 00:45:07 main:574] : INFO : Epoch 1936 | loss: 0.0311408 | val_loss: 0.0311573 | Time: 2065.62 ms [2022-04-11 00:45:09 main:574] : INFO : Epoch 1937 | loss: 0.0311416 | val_loss: 0.0311552 | Time: 2167.63 ms [2022-04-11 00:45:11 main:574] : INFO : Epoch 1938 | loss: 0.0311411 | val_loss: 0.0311552 | Time: 2149.7 ms [2022-04-11 00:45:14 main:574] : INFO : Epoch 1939 | loss: 0.0311415 | val_loss: 0.0311543 | Time: 2192.52 ms [2022-04-11 00:45:16 main:574] : INFO : Epoch 1940 | loss: 0.0311411 | val_loss: 0.0311546 | Time: 2159.57 ms [2022-04-11 00:45:18 main:574] : INFO : Epoch 1941 | loss: 0.0311444 | val_loss: 0.0311578 | Time: 2189.56 ms [2022-04-11 00:45:20 main:574] : INFO : Epoch 1942 | loss: 0.0311423 | val_loss: 0.0311579 | Time: 2100.01 ms [2022-04-11 00:45:22 main:574] : INFO : Epoch 1943 | loss: 0.031147 | val_loss: 0.0311643 | Time: 2150.22 ms [2022-04-11 00:45:24 main:574] : INFO : Epoch 1944 | loss: 0.0311485 | val_loss: 0.0311589 | Time: 2064.41 ms [2022-04-11 00:45:26 main:574] : INFO : Epoch 1945 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 2167.32 ms [2022-04-11 00:45:28 main:574] : INFO : Epoch 1946 | loss: 0.0311476 | val_loss: 0.0311681 | Time: 2046.89 ms [2022-04-11 00:45:31 main:574] : INFO : Epoch 1947 | loss: 0.0311503 | val_loss: 0.0311596 | Time: 2082.68 ms [2022-04-11 00:45:33 main:574] : INFO : Epoch 1948 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 2110.35 ms [2022-04-11 00:45:35 main:574] : INFO : Epoch 1949 | loss: 0.0311548 | val_loss: 0.0311647 | Time: 2156.54 ms [2022-04-11 00:45:37 main:574] : INFO : Epoch 1950 | loss: 0.0311492 | val_loss: 0.0311611 | Time: 2083.14 ms [2022-04-11 00:45:39 main:574] : INFO : Epoch 1951 | loss: 0.0311453 | val_loss: 0.0311594 | Time: 2178.16 ms [2022-04-11 00:45:41 main:574] : INFO : Epoch 1952 | loss: 0.0311482 | val_loss: 0.0311591 | Time: 2091.29 ms [2022-04-11 00:45:43 main:574] : INFO : Epoch 1953 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 2136.42 ms [2022-04-11 00:45:45 main:574] : INFO : Epoch 1954 | loss: 0.0311511 | val_loss: 0.0311652 | Time: 2085.25 ms [2022-04-11 00:45:48 main:574] : INFO : Epoch 1955 | loss: 0.0311458 | val_loss: 0.0311592 | Time: 2132.41 ms [2022-04-11 00:45:50 main:574] : INFO : Epoch 1956 | loss: 0.031144 | val_loss: 0.0311589 | Time: 2067.21 ms [2022-04-11 00:45:52 main:574] : INFO : Epoch 1957 | loss: 0.0311437 | val_loss: 0.0311603 | Time: 2113.88 ms [2022-04-11 00:45:54 main:574] : INFO : Epoch 1958 | loss: 0.031143 | val_loss: 0.0311612 | Time: 1978.36 ms [2022-04-11 00:45:56 main:574] : INFO : Epoch 1959 | loss: 0.0311429 | val_loss: 0.0311639 | Time: 2173.03 ms [2022-04-11 00:45:58 main:574] : INFO : Epoch 1960 | loss: 0.0311441 | val_loss: 0.0311604 | Time: 2046.52 ms [2022-04-11 00:46:00 main:574] : INFO : Epoch 1961 | loss: 0.0311435 | val_loss: 0.0311601 | Time: 2146.19 ms [2022-04-11 00:46:02 main:574] : INFO : Epoch 1962 | loss: 0.0311443 | val_loss: 0.0311602 | Time: 2031.78 ms [2022-04-11 00:46:04 main:574] : INFO : Epoch 1963 | loss: 0.031145 | val_loss: 0.0311602 | Time: 2140.23 ms [2022-04-11 00:46:06 main:574] : INFO : Epoch 1964 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 2085.71 ms [2022-04-11 00:46:08 main:574] : INFO : Epoch 1965 | loss: 0.0311461 | val_loss: 0.031162 | Time: 2007.32 ms [2022-04-11 00:46:10 main:574] : INFO : Epoch 1966 | loss: 0.0311491 | val_loss: 0.0311764 | Time: 2077.25 ms [2022-04-11 00:46:13 main:574] : INFO : Epoch 1967 | loss: 0.0311494 | val_loss: 0.0311634 | Time: 2205.73 ms [2022-04-11 00:46:15 main:574] : INFO : Epoch 1968 | loss: 0.0311463 | val_loss: 0.0311606 | Time: 2294.56 ms [2022-04-11 00:46:17 main:574] : INFO : Epoch 1969 | loss: 0.0311444 | val_loss: 0.0311649 | Time: 2161.03 ms [2022-04-11 00:46:19 main:574] : INFO : Epoch 1970 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 2043.46 ms [2022-04-11 00:46:21 main:574] : INFO : Epoch 1971 | loss: 0.0311486 | val_loss: 0.0311599 | Time: 2057.93 ms [2022-04-11 00:46:23 main:574] : INFO : Epoch 1972 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 2042.88 ms [2022-04-11 00:46:25 main:574] : INFO : Epoch 1973 | loss: 0.0311481 | val_loss: 0.0311599 | Time: 2156.65 ms [2022-04-11 00:46:28 main:574] : INFO : Epoch 1974 | loss: 0.0311464 | val_loss: 0.0311616 | Time: 2055.5 ms [2022-04-11 00:46:30 main:574] : INFO : Epoch 1975 | loss: 0.0311443 | val_loss: 0.0311623 | Time: 2085.31 ms [2022-04-11 00:46:32 main:574] : INFO : Epoch 1976 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 2109.04 ms [2022-04-11 00:46:34 main:574] : INFO : Epoch 1977 | loss: 0.0311438 | val_loss: 0.031164 | Time: 2151.2 ms [2022-04-11 00:46:36 main:574] : INFO : Epoch 1978 | loss: 0.0311438 | val_loss: 0.0311603 | Time: 2139.05 ms [2022-04-11 00:46:38 main:574] : INFO : Epoch 1979 | loss: 0.0311429 | val_loss: 0.0311633 | Time: 2054.71 ms [2022-04-11 00:46:40 main:574] : INFO : Epoch 1980 | loss: 0.031146 | val_loss: 0.0311715 | Time: 2058.96 ms [2022-04-11 00:46:42 main:574] : INFO : Epoch 1981 | loss: 0.0311456 | val_loss: 0.031162 | Time: 2078.7 ms [2022-04-11 00:46:44 main:574] : INFO : Epoch 1982 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 2202.47 ms [2022-04-11 00:46:47 main:574] : INFO : Epoch 1983 | loss: 0.031143 | val_loss: 0.0311602 | Time: 2117.03 ms [2022-04-11 00:46:49 main:574] : INFO : Epoch 1984 | loss: 0.031143 | val_loss: 0.0311613 | Time: 2137.45 ms [2022-04-11 00:46:51 main:574] : INFO : Epoch 1985 | loss: 0.0311443 | val_loss: 0.0311599 | Time: 2088.09 ms [2022-04-11 00:46:53 main:574] : INFO : Epoch 1986 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 2070.41 ms [2022-04-11 00:46:55 main:574] : INFO : Epoch 1987 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 2044.35 ms [2022-04-11 00:46:57 main:574] : INFO : Epoch 1988 | loss: 0.0311484 | val_loss: 0.0311579 | Time: 2149.34 ms [2022-04-11 00:46:59 main:574] : INFO : Epoch 1989 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 1962.22 ms [2022-04-11 00:47:01 main:574] : INFO : Epoch 1990 | loss: 0.0311476 | val_loss: 0.0311598 | Time: 2055.25 ms [2022-04-11 00:47:03 main:574] : INFO : Epoch 1991 | loss: 0.0311492 | val_loss: 0.0311609 | Time: 2087.72 ms [2022-04-11 00:47:05 main:574] : INFO : Epoch 1992 | loss: 0.0311484 | val_loss: 0.0311585 | Time: 2137.48 ms [2022-04-11 00:47:07 main:574] : INFO : Epoch 1993 | loss: 0.0311469 | val_loss: 0.0311581 | Time: 2074.23 ms [2022-04-11 00:47:10 main:574] : INFO : Epoch 1994 | loss: 0.0311461 | val_loss: 0.0311632 | Time: 2125.66 ms [2022-04-11 00:47:12 main:574] : INFO : Epoch 1995 | loss: 0.0311487 | val_loss: 0.0311596 | Time: 2128.54 ms [2022-04-11 00:47:14 main:574] : INFO : Epoch 1996 | loss: 0.0311463 | val_loss: 0.03116 | Time: 2054.32 ms [2022-04-11 00:47:16 main:574] : INFO : Epoch 1997 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 2031.87 ms [2022-04-11 00:47:18 main:574] : INFO : Epoch 1998 | loss: 0.0311462 | val_loss: 0.0311572 | Time: 2104.23 ms [2022-04-11 00:47:20 main:574] : INFO : Epoch 1999 | loss: 0.0311476 | val_loss: 0.031161 | Time: 2033.22 ms [2022-04-11 00:47:22 main:574] : INFO : Epoch 2000 | loss: 0.0311453 | val_loss: 0.0311583 | Time: 2083.72 ms [2022-04-11 00:47:24 main:574] : INFO : Epoch 2001 | loss: 0.0311449 | val_loss: 0.031158 | Time: 2112.39 ms [2022-04-11 00:47:26 main:574] : INFO : Epoch 2002 | loss: 0.031146 | val_loss: 0.0311576 | Time: 2035.58 ms [2022-04-11 00:47:28 main:574] : INFO : Epoch 2003 | loss: 0.031144 | val_loss: 0.031159 | Time: 2102.64 ms [2022-04-11 00:47:30 main:574] : INFO : Epoch 2004 | loss: 0.0311455 | val_loss: 0.031155 | Time: 2113.88 ms [2022-04-11 00:47:33 main:574] : INFO : Epoch 2005 | loss: 0.0311449 | val_loss: 0.0311558 | Time: 2131.57 ms [2022-04-11 00:47:35 main:574] : INFO : Epoch 2006 | loss: 0.0311448 | val_loss: 0.0311532 | Time: 2066.57 ms [2022-04-11 00:47:37 main:574] : INFO : Epoch 2007 | loss: 0.0311463 | val_loss: 0.0311584 | Time: 2115.6 ms [2022-04-11 00:47:39 main:574] : INFO : Epoch 2008 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 2123.08 ms [2022-04-11 00:47:41 main:574] : INFO : Epoch 2009 | loss: 0.03115 | val_loss: 0.031159 | Time: 2098.99 ms [2022-04-11 00:47:43 main:574] : INFO : Epoch 2010 | loss: 0.0311506 | val_loss: 0.0311589 | Time: 1987.78 ms [2022-04-11 00:47:45 main:574] : INFO : Epoch 2011 | loss: 0.0311515 | val_loss: 0.0311585 | Time: 2030.73 ms [2022-04-11 00:47:47 main:574] : INFO : Epoch 2012 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 2149.87 ms [2022-04-11 00:47:49 main:574] : INFO : Epoch 2013 | loss: 0.0311511 | val_loss: 0.0311601 | Time: 2092.68 ms [2022-04-11 00:47:51 main:574] : INFO : Epoch 2014 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 2048.19 ms [2022-04-11 00:47:53 main:574] : INFO : Epoch 2015 | loss: 0.031152 | val_loss: 0.0311586 | Time: 2021.04 ms [2022-04-11 00:47:55 main:574] : INFO : Epoch 2016 | loss: 0.0311481 | val_loss: 0.0311558 | Time: 2080.98 ms [2022-04-11 00:47:57 main:574] : INFO : Epoch 2017 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 2046.99 ms [2022-04-11 00:47:59 main:574] : INFO : Epoch 2018 | loss: 0.0311582 | val_loss: 0.0311617 | Time: 1992.17 ms [2022-04-11 00:48:02 main:574] : INFO : Epoch 2019 | loss: 0.031155 | val_loss: 0.0311569 | Time: 2067.59 ms [2022-04-11 00:48:04 main:574] : INFO : Epoch 2020 | loss: 0.0311514 | val_loss: 0.0311561 | Time: 2036.31 ms [2022-04-11 00:48:06 main:574] : INFO : Epoch 2021 | loss: 0.0311494 | val_loss: 0.0311568 | Time: 2078.48 ms [2022-04-11 00:48:08 main:574] : INFO : Epoch 2022 | loss: 0.0311507 | val_loss: 0.0311585 | Time: 2154.21 ms [2022-04-11 00:48:10 main:574] : INFO : Epoch 2023 | loss: 0.0311486 | val_loss: 0.0311557 | Time: 2054.86 ms [2022-04-11 00:48:12 main:574] : INFO : Epoch 2024 | loss: 0.0311489 | val_loss: 0.0311614 | Time: 2040.23 ms [2022-04-11 00:48:14 main:574] : INFO : Epoch 2025 | loss: 0.0311473 | val_loss: 0.0311561 | Time: 2032.26 ms [2022-04-11 00:48:16 main:574] : INFO : Epoch 2026 | loss: 0.0311462 | val_loss: 0.0311579 | Time: 2122.79 ms [2022-04-11 00:48:18 main:574] : INFO : Epoch 2027 | loss: 0.0311492 | val_loss: 0.031156 | Time: 2096.29 ms [2022-04-11 00:48:20 main:574] : INFO : Epoch 2028 | loss: 0.0311511 | val_loss: 0.0311573 | Time: 2010.34 ms [2022-04-11 00:48:22 main:574] : INFO : Epoch 2029 | loss: 0.0311503 | val_loss: 0.0311587 | Time: 2107.5 ms [2022-04-11 00:48:24 main:574] : INFO : Epoch 2030 | loss: 0.0311492 | val_loss: 0.031156 | Time: 1985.1 ms [2022-04-11 00:48:26 main:574] : INFO : Epoch 2031 | loss: 0.0311494 | val_loss: 0.0311565 | Time: 2151.59 ms [2022-04-11 00:48:29 main:574] : INFO : Epoch 2032 | loss: 0.0311551 | val_loss: 0.031159 | Time: 2058.83 ms [2022-04-11 00:48:31 main:574] : INFO : Epoch 2033 | loss: 0.0311536 | val_loss: 0.0311568 | Time: 2157.55 ms [2022-04-11 00:48:33 main:574] : INFO : Epoch 2034 | loss: 0.0311509 | val_loss: 0.0311557 | Time: 2079.08 ms [2022-04-11 00:48:35 main:574] : INFO : Epoch 2035 | loss: 0.0311508 | val_loss: 0.0311561 | Time: 2089.85 ms [2022-04-11 00:48:37 main:574] : INFO : Epoch 2036 | loss: 0.0311503 | val_loss: 0.0311559 | Time: 2160.01 ms [2022-04-11 00:48:39 main:574] : INFO : Epoch 2037 | loss: 0.031148 | val_loss: 0.0311543 | Time: 2076.62 ms [2022-04-11 00:48:41 main:574] : INFO : Epoch 2038 | loss: 0.0311455 | val_loss: 0.0311572 | Time: 2170.53 ms [2022-04-11 00:48:43 main:574] : INFO : Epoch 2039 | loss: 0.0311461 | val_loss: 0.0311522 | Time: 2061.2 ms [2022-04-11 00:48:46 main:574] : INFO : Epoch 2040 | loss: 0.031145 | val_loss: 0.0311526 | Time: 2209.5 ms [2022-04-11 00:48:48 main:574] : INFO : Epoch 2041 | loss: 0.0311448 | val_loss: 0.0311514 | Time: 2076.78 ms [2022-04-11 00:48:50 main:574] : INFO : Epoch 2042 | loss: 0.0311466 | val_loss: 0.0311558 | Time: 2085.91 ms [2022-04-11 00:48:52 main:574] : INFO : Epoch 2043 | loss: 0.0311469 | val_loss: 0.0311579 | Time: 2161.08 ms [2022-04-11 00:48:54 main:574] : INFO : Epoch 2044 | loss: 0.0311469 | val_loss: 0.0311534 | Time: 2058.86 ms [2022-04-11 00:48:56 main:574] : INFO : Epoch 2045 | loss: 0.0311448 | val_loss: 0.0311544 | Time: 2027.2 ms [2022-04-11 00:48:58 main:574] : INFO : Epoch 2046 | loss: 0.0311466 | val_loss: 0.0311533 | Time: 2098.28 ms [2022-04-11 00:49:00 main:574] : INFO : Epoch 2047 | loss: 0.0311449 | val_loss: 0.0311591 | Time: 2181.42 ms [2022-04-11 00:49:02 main:574] : INFO : Epoch 2048 | loss: 0.031146 | val_loss: 0.0311538 | Time: 2076.77 ms [2022-04-11 00:49:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311538 [2022-04-11 00:49:02 main:603] : INFO : Saving end state to config to file [2022-04-11 00:49:02 main:608] : INFO : Success, exiting.. 00:49:02 (24076): 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)