Task 3845726
| Name | ParityModified-1611091576-6320-4_0 |
| Workunit | 2012994 |
| Created | 25 Jan 2021, 14:48:16 UTC |
| Sent | 25 Jan 2021, 15:24:26 UTC |
| Report deadline | 1 Feb 2021, 15:24:26 UTC |
| Received | 25 Jan 2021, 21:31:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 12 min 19 sec |
| CPU time | 1 hours 11 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 25 21:12:57 main:574] : INFO : Epoch 1542 | loss: 0.0313613 | val_loss: 0.0312896 | Time: 2083.89 ms [2021-01-25 21:12:59 main:574] : INFO : Epoch 1543 | loss: 0.0312438 | val_loss: 0.0312221 | Time: 2080.24 ms [2021-01-25 21:13:01 main:574] : INFO : Epoch 1544 | loss: 0.0312075 | val_loss: 0.0311932 | Time: 2080.48 ms [2021-01-25 21:13:03 main:574] : INFO : Epoch 1545 | loss: 0.031191 | val_loss: 0.03118 | Time: 2079.72 ms [2021-01-25 21:13:05 main:574] : INFO : Epoch 1546 | loss: 0.0311765 | val_loss: 0.0311761 | Time: 2085.11 ms [2021-01-25 21:13:07 main:574] : INFO : Epoch 1547 | loss: 0.0311692 | val_loss: 0.0311691 | Time: 2081.35 ms [2021-01-25 21:13:09 main:574] : INFO : Epoch 1548 | loss: 0.031164 | val_loss: 0.0311692 | Time: 2089.32 ms [2021-01-25 21:13:11 main:574] : INFO : Epoch 1549 | loss: 0.0311615 | val_loss: 0.0311649 | Time: 2074.96 ms [2021-01-25 21:13:13 main:574] : INFO : Epoch 1550 | loss: 0.031161 | val_loss: 0.0311661 | Time: 2077.31 ms [2021-01-25 21:13:15 main:574] : INFO : Epoch 1551 | loss: 0.0311597 | val_loss: 0.0311654 | Time: 2074.24 ms [2021-01-25 21:13:17 main:574] : INFO : Epoch 1552 | loss: 0.0311583 | val_loss: 0.0311635 | Time: 2080.65 ms [2021-01-25 21:13:20 main:574] : INFO : Epoch 1553 | loss: 0.0311581 | val_loss: 0.031163 | Time: 2085.01 ms [2021-01-25 21:13:22 main:574] : INFO : Epoch 1554 | loss: 0.031157 | val_loss: 0.0311637 | Time: 2086.24 ms [2021-01-25 21:13:24 main:574] : INFO : Epoch 1555 | loss: 0.0311568 | val_loss: 0.0311636 | Time: 2081.82 ms [2021-01-25 21:13:26 main:574] : INFO : Epoch 1556 | loss: 0.0311559 | val_loss: 0.0311641 | Time: 2082.26 ms [2021-01-25 21:13:28 main:574] : INFO : Epoch 1557 | loss: 0.0311559 | val_loss: 0.0311636 | Time: 2079.23 ms [2021-01-25 21:13:30 main:574] : INFO : Epoch 1558 | loss: 0.0311573 | val_loss: 0.031162 | Time: 2083.52 ms [2021-01-25 21:13:32 main:574] : INFO : Epoch 1559 | loss: 0.0311587 | val_loss: 0.031162 | Time: 2080.07 ms [2021-01-25 21:13:34 main:574] : INFO : Epoch 1560 | loss: 0.0311586 | val_loss: 0.0311624 | Time: 2084.5 ms [2021-01-25 21:13:36 main:574] : INFO : Epoch 1561 | loss: 0.0311571 | val_loss: 0.0311609 | Time: 2080.4 ms [2021-01-25 21:13:38 main:574] : INFO : Epoch 1562 | loss: 0.0311603 | val_loss: 0.0311633 | Time: 2078.53 ms [2021-01-25 21:13:40 main:574] : INFO : Epoch 1563 | loss: 0.0311607 | val_loss: 0.0311658 | Time: 2073.35 ms [2021-01-25 21:13:43 main:574] : INFO : Epoch 1564 | loss: 0.0311599 | val_loss: 0.0311631 | Time: 2082.75 ms [2021-01-25 21:13:45 main:574] : INFO : Epoch 1565 | loss: 0.0311585 | val_loss: 0.0311651 | Time: 2081.02 ms [2021-01-25 21:13:47 main:574] : INFO : Epoch 1566 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 2077.31 ms [2021-01-25 21:13:49 main:574] : INFO : Epoch 1567 | loss: 0.031157 | val_loss: 0.0311601 | Time: 2074.78 ms [2021-01-25 21:13:51 main:574] : INFO : Epoch 1568 | loss: 0.0311561 | val_loss: 0.0311601 | Time: 2083.67 ms [2021-01-25 21:13:53 main:574] : INFO : Epoch 1569 | loss: 0.0311562 | val_loss: 0.0311588 | Time: 2084.68 ms [2021-01-25 21:13:55 main:574] : INFO : Epoch 1570 | loss: 0.0311557 | val_loss: 0.0311594 | Time: 2082.41 ms [2021-01-25 21:13:57 main:574] : INFO : Epoch 1571 | loss: 0.0311557 | val_loss: 0.0311587 | Time: 2083.13 ms [2021-01-25 21:13:59 main:574] : INFO : Epoch 1572 | loss: 0.031156 | val_loss: 0.0311617 | Time: 2083.6 ms [2021-01-25 21:14:01 main:574] : INFO : Epoch 1573 | loss: 0.0311561 | val_loss: 0.031161 | Time: 2086.17 ms [2021-01-25 21:14:04 main:574] : INFO : Epoch 1574 | loss: 0.0311551 | val_loss: 0.0311606 | Time: 2084.77 ms [2021-01-25 21:14:06 main:574] : INFO : Epoch 1575 | loss: 0.0311548 | val_loss: 0.0311613 | Time: 2073.69 ms [2021-01-25 21:14:08 main:574] : INFO : Epoch 1576 | loss: 0.0311566 | val_loss: 0.0311615 | Time: 2086.28 ms [2021-01-25 21:14:10 main:574] : INFO : Epoch 1577 | loss: 0.0311568 | val_loss: 0.0311614 | Time: 2131.15 ms [2021-01-25 21:14:12 main:574] : INFO : Epoch 1578 | loss: 0.0311566 | val_loss: 0.0311623 | Time: 2083.02 ms [2021-01-25 21:14:14 main:574] : INFO : Epoch 1579 | loss: 0.0311556 | val_loss: 0.0311603 | Time: 2078.58 ms [2021-01-25 21:14:16 main:574] : INFO : Epoch 1580 | loss: 0.0311546 | val_loss: 0.0311601 | Time: 2090.39 ms [2021-01-25 21:14:18 main:574] : INFO : Epoch 1581 | loss: 0.0311539 | val_loss: 0.0311597 | Time: 2084.24 ms [2021-01-25 21:14:20 main:574] : INFO : Epoch 1582 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 2082.81 ms [2021-01-25 21:14:22 main:574] : INFO : Epoch 1583 | loss: 0.0311556 | val_loss: 0.0311604 | Time: 2079.51 ms [2021-01-25 21:14:25 main:574] : INFO : Epoch 1584 | loss: 0.0311545 | val_loss: 0.0311603 | Time: 2091.88 ms [2021-01-25 21:14:27 main:574] : INFO : Epoch 1585 | loss: 0.0311544 | val_loss: 0.031161 | Time: 2079.6 ms [2021-01-25 21:14:29 main:574] : INFO : Epoch 1586 | loss: 0.0311533 | val_loss: 0.0311589 | Time: 2079.96 ms [2021-01-25 21:14:31 main:574] : INFO : Epoch 1587 | loss: 0.0311532 | val_loss: 0.0311603 | Time: 2079.94 ms [2021-01-25 21:14:33 main:574] : INFO : Epoch 1588 | loss: 0.0311527 | val_loss: 0.03116 | Time: 2085.75 ms [2021-01-25 21:14:35 main:574] : INFO : Epoch 1589 | loss: 0.0311526 | val_loss: 0.0311585 | Time: 2085.68 ms [2021-01-25 21:14:37 main:574] : INFO : Epoch 1590 | loss: 0.0311532 | val_loss: 0.0311588 | Time: 2087.93 ms [2021-01-25 21:14:39 main:574] : INFO : Epoch 1591 | loss: 0.0311534 | val_loss: 0.0311616 | Time: 2084.1 ms [2021-01-25 21:14:41 main:574] : INFO : Epoch 1592 | loss: 0.0311529 | val_loss: 0.0311601 | Time: 2085.44 ms [2021-01-25 21:14:43 main:574] : INFO : Epoch 1593 | loss: 0.0311537 | val_loss: 0.0311599 | Time: 2081.68 ms [2021-01-25 21:14:45 main:574] : INFO : Epoch 1594 | loss: 0.0311538 | val_loss: 0.0311604 | Time: 2086.81 ms [2021-01-25 21:14:48 main:574] : INFO : Epoch 1595 | loss: 0.0311528 | val_loss: 0.0311587 | Time: 2083.49 ms [2021-01-25 21:14:50 main:574] : INFO : Epoch 1596 | loss: 0.0311536 | val_loss: 0.0311598 | Time: 2084.1 ms [2021-01-25 21:14:52 main:574] : INFO : Epoch 1597 | loss: 0.0311538 | val_loss: 0.0311601 | Time: 2085.88 ms [2021-01-25 21:14:54 main:574] : INFO : Epoch 1598 | loss: 0.0311538 | val_loss: 0.0311621 | Time: 2078.79 ms [2021-01-25 21:14:56 main:574] : INFO : Epoch 1599 | loss: 0.0311544 | val_loss: 0.0311643 | Time: 2070.54 ms [2021-01-25 21:14:58 main:574] : INFO : Epoch 1600 | loss: 0.0311552 | val_loss: 0.0311593 | Time: 2082.22 ms [2021-01-25 21:15:00 main:574] : INFO : Epoch 1601 | loss: 0.0311556 | val_loss: 0.0311637 | Time: 2081.06 ms [2021-01-25 21:15:02 main:574] : INFO : Epoch 1602 | loss: 0.0311539 | val_loss: 0.0311586 | Time: 2081.15 ms [2021-01-25 21:15:04 main:574] : INFO : Epoch 1603 | loss: 0.0311529 | val_loss: 0.0311592 | Time: 2080.9 ms [2021-01-25 21:15:06 main:574] : INFO : Epoch 1604 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 2082.59 ms [2021-01-25 21:15:09 main:574] : INFO : Epoch 1605 | loss: 0.0311584 | val_loss: 0.0311603 | Time: 2091.04 ms [2021-01-25 21:15:11 main:574] : INFO : Epoch 1606 | loss: 0.0311655 | val_loss: 0.0311657 | Time: 2109.61 ms [2021-01-25 21:15:13 main:574] : INFO : Epoch 1607 | loss: 0.0311627 | val_loss: 0.0311635 | Time: 2119.92 ms [2021-01-25 21:15:15 main:574] : INFO : Epoch 1608 | loss: 0.0311618 | val_loss: 0.0311629 | Time: 2093.14 ms [2021-01-25 21:15:17 main:574] : INFO : Epoch 1609 | loss: 0.0311607 | val_loss: 0.0311631 | Time: 2130.48 ms [2021-01-25 21:15:19 main:574] : INFO : Epoch 1610 | loss: 0.0311617 | val_loss: 0.031161 | Time: 2082.5 ms [2021-01-25 21:15:21 main:574] : INFO : Epoch 1611 | loss: 0.0311596 | val_loss: 0.0311597 | Time: 2098.65 ms [2021-01-25 21:15:23 main:574] : INFO : Epoch 1612 | loss: 0.0311592 | val_loss: 0.0311633 | Time: 2079.81 ms [2021-01-25 21:15:25 main:574] : INFO : Epoch 1613 | loss: 0.0311587 | val_loss: 0.0311609 | Time: 2081.49 ms [2021-01-25 21:15:28 main:574] : INFO : Epoch 1614 | loss: 0.0311577 | val_loss: 0.0311648 | Time: 2085.6 ms [2021-01-25 21:15:30 main:574] : INFO : Epoch 1615 | loss: 0.0311584 | val_loss: 0.0311627 | Time: 2085.72 ms [2021-01-25 21:15:32 main:574] : INFO : Epoch 1616 | loss: 0.0311582 | val_loss: 0.031161 | Time: 2086.51 ms [2021-01-25 21:15:34 main:574] : INFO : Epoch 1617 | loss: 0.0311571 | val_loss: 0.0311614 | Time: 2092.4 ms [2021-01-25 21:15:36 main:574] : INFO : Epoch 1618 | loss: 0.0311566 | val_loss: 0.0311634 | Time: 2083.96 ms [2021-01-25 21:15:38 main:574] : INFO : Epoch 1619 | loss: 0.0311566 | val_loss: 0.0311621 | Time: 2090.06 ms [2021-01-25 21:15:40 main:574] : INFO : Epoch 1620 | loss: 0.0311569 | val_loss: 0.0311636 | Time: 2085.02 ms [2021-01-25 21:15:42 main:574] : INFO : Epoch 1621 | loss: 0.0311568 | val_loss: 0.0311656 | Time: 2085.42 ms [2021-01-25 21:15:44 main:574] : INFO : Epoch 1622 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 2075.89 ms [2021-01-25 21:15:46 main:574] : INFO : Epoch 1623 | loss: 0.0311589 | val_loss: 0.0311626 | Time: 2089.33 ms [2021-01-25 21:15:48 main:574] : INFO : Epoch 1624 | loss: 0.031158 | val_loss: 0.031164 | Time: 2073.09 ms [2021-01-25 21:15:51 main:574] : INFO : Epoch 1625 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 2086.28 ms [2021-01-25 21:15:53 main:574] : INFO : Epoch 1626 | loss: 0.0311566 | val_loss: 0.0311624 | Time: 2084.53 ms [2021-01-25 21:15:55 main:574] : INFO : Epoch 1627 | loss: 0.0311548 | val_loss: 0.0311612 | Time: 2081.86 ms [2021-01-25 21:15:57 main:574] : INFO : Epoch 1628 | loss: 0.031155 | val_loss: 0.0311611 | Time: 2079.15 ms [2021-01-25 21:15:59 main:574] : INFO : Epoch 1629 | loss: 0.0311547 | val_loss: 0.0311625 | Time: 2089.17 ms [2021-01-25 21:16:01 main:574] : INFO : Epoch 1630 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 2110.31 ms [2021-01-25 21:16:03 main:574] : INFO : Epoch 1631 | loss: 0.0311558 | val_loss: 0.0311622 | Time: 2081.03 ms [2021-01-25 21:16:05 main:574] : INFO : Epoch 1632 | loss: 0.0311575 | val_loss: 0.0311612 | Time: 2080.25 ms [2021-01-25 21:16:07 main:574] : INFO : Epoch 1633 | loss: 0.031156 | val_loss: 0.0311617 | Time: 2092.33 ms [2021-01-25 21:16:09 main:574] : INFO : Epoch 1634 | loss: 0.031154 | val_loss: 0.0311597 | Time: 2081.49 ms [2021-01-25 21:16:12 main:574] : INFO : Epoch 1635 | loss: 0.0311529 | val_loss: 0.0311579 | Time: 2088.58 ms [2021-01-25 21:16:14 main:574] : INFO : Epoch 1636 | loss: 0.0311532 | val_loss: 0.0311611 | Time: 2083.75 ms [2021-01-25 21:16:16 main:574] : INFO : Epoch 1637 | loss: 0.0311534 | val_loss: 0.031159 | Time: 2083.31 ms [2021-01-25 21:16:18 main:574] : INFO : Epoch 1638 | loss: 0.0311533 | val_loss: 0.0311599 | Time: 2081.99 ms [2021-01-25 21:16:20 main:574] : INFO : Epoch 1639 | loss: 0.031153 | val_loss: 0.0311602 | Time: 2083.04 ms [2021-01-25 21:16:22 main:574] : INFO : Epoch 1640 | loss: 0.0311535 | val_loss: 0.031161 | Time: 2080.82 ms [2021-01-25 21:16:24 main:574] : INFO : Epoch 1641 | loss: 0.0311531 | val_loss: 0.0311593 | Time: 2086.26 ms [2021-01-25 21:16:26 main:574] : INFO : Epoch 1642 | loss: 0.0311548 | val_loss: 0.0311618 | Time: 2083.23 ms [2021-01-25 21:16:28 main:574] : INFO : Epoch 1643 | loss: 0.0311548 | val_loss: 0.0311588 | Time: 2079.72 ms [2021-01-25 21:16:30 main:574] : INFO : Epoch 1644 | loss: 0.0311568 | val_loss: 0.0311577 | Time: 2078.67 ms [2021-01-25 21:16:33 main:574] : INFO : Epoch 1645 | loss: 0.0311557 | val_loss: 0.0311584 | Time: 2085.03 ms [2021-01-25 21:16:35 main:574] : INFO : Epoch 1646 | loss: 0.031156 | val_loss: 0.0311594 | Time: 2082.95 ms [2021-01-25 21:16:37 main:574] : INFO : Epoch 1647 | loss: 0.0311543 | val_loss: 0.0311617 | Time: 2083.79 ms [2021-01-25 21:16:39 main:574] : INFO : Epoch 1648 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 2084.14 ms [2021-01-25 21:16:41 main:574] : INFO : Epoch 1649 | loss: 0.0311572 | val_loss: 0.0311592 | Time: 2083.38 ms [2021-01-25 21:16:43 main:574] : INFO : Epoch 1650 | loss: 0.0311559 | val_loss: 0.0311586 | Time: 2074.24 ms [2021-01-25 21:16:45 main:574] : INFO : Epoch 1651 | loss: 0.0311544 | val_loss: 0.0311591 | Time: 2087.5 ms [2021-01-25 21:16:47 main:574] : INFO : Epoch 1652 | loss: 0.0311547 | val_loss: 0.0311676 | Time: 2080.29 ms [2021-01-25 21:16:49 main:574] : INFO : Epoch 1653 | loss: 0.0311558 | val_loss: 0.0311591 | Time: 2082.97 ms [2021-01-25 21:16:51 main:574] : INFO : Epoch 1654 | loss: 0.0311537 | val_loss: 0.0311577 | Time: 2079.89 ms [2021-01-25 21:16:53 main:574] : INFO : Epoch 1655 | loss: 0.0311543 | val_loss: 0.0311613 | Time: 2081.91 ms [2021-01-25 21:16:56 main:574] : INFO : Epoch 1656 | loss: 0.031153 | val_loss: 0.0311583 | Time: 2074.55 ms [2021-01-25 21:16:58 main:574] : INFO : Epoch 1657 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 2083.93 ms [2021-01-25 21:17:00 main:574] : INFO : Epoch 1658 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 2082.4 ms [2021-01-25 21:17:02 main:574] : INFO : Epoch 1659 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 2084.95 ms [2021-01-25 21:17:04 main:574] : INFO : Epoch 1660 | loss: 0.0311618 | val_loss: 0.0311636 | Time: 2083.7 ms [2021-01-25 21:17:06 main:574] : INFO : Epoch 1661 | loss: 0.0311578 | val_loss: 0.0311606 | Time: 2084.61 ms [2021-01-25 21:17:08 main:574] : INFO : Epoch 1662 | loss: 0.0311574 | val_loss: 0.0311599 | Time: 2082.31 ms [2021-01-25 21:17:10 main:574] : INFO : Epoch 1663 | loss: 0.0311569 | val_loss: 0.0311607 | Time: 2086.86 ms [2021-01-25 21:17:12 main:574] : INFO : Epoch 1664 | loss: 0.0311567 | val_loss: 0.0311602 | Time: 2082.63 ms [2021-01-25 21:17:14 main:574] : INFO : Epoch 1665 | loss: 0.0311561 | val_loss: 0.0311615 | Time: 2080.17 ms [2021-01-25 21:17:16 main:574] : INFO : Epoch 1666 | loss: 0.0311564 | val_loss: 0.0311593 | Time: 2077.91 ms [2021-01-25 21:17:19 main:574] : INFO : Epoch 1667 | loss: 0.0311559 | val_loss: 0.0311596 | Time: 2086.9 ms [2021-01-25 21:17:21 main:574] : INFO : Epoch 1668 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 2085.78 ms [2021-01-25 21:17:23 main:574] : INFO : Epoch 1669 | loss: 0.0311564 | val_loss: 0.0311607 | Time: 2082.59 ms [2021-01-25 21:17:25 main:574] : INFO : Epoch 1670 | loss: 0.0311584 | val_loss: 0.0311636 | Time: 2083.6 ms [2021-01-25 21:17:27 main:574] : INFO : Epoch 1671 | loss: 0.0311614 | val_loss: 0.0311624 | Time: 2086 ms [2021-01-25 21:17:29 main:574] : INFO : Epoch 1672 | loss: 0.031159 | val_loss: 0.0311592 | Time: 2082.84 ms [2021-01-25 21:17:31 main:574] : INFO : Epoch 1673 | loss: 0.0311574 | val_loss: 0.03116 | Time: 2083.26 ms [2021-01-25 21:17:33 main:574] : INFO : Epoch 1674 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 2074.83 ms [2021-01-25 21:17:35 main:574] : INFO : Epoch 1675 | loss: 0.0311582 | val_loss: 0.0311607 | Time: 2082.27 ms [2021-01-25 21:17:37 main:574] : INFO : Epoch 1676 | loss: 0.0311561 | val_loss: 0.0311636 | Time: 2079.38 ms [2021-01-25 21:17:40 main:574] : INFO : Epoch 1677 | loss: 0.0311571 | val_loss: 0.0311608 | Time: 2078.9 ms [2021-01-25 21:17:42 main:574] : INFO : Epoch 1678 | loss: 0.031158 | val_loss: 0.0311602 | Time: 2083.52 ms [2021-01-25 21:17:44 main:574] : INFO : Epoch 1679 | loss: 0.031157 | val_loss: 0.031161 | Time: 2096.83 ms [2021-01-25 21:17:46 main:574] : INFO : Epoch 1680 | loss: 0.0311544 | val_loss: 0.0311608 | Time: 2084.9 ms [2021-01-25 21:17:48 main:574] : INFO : Epoch 1681 | loss: 0.0311544 | val_loss: 0.0311614 | Time: 2084.34 ms [2021-01-25 21:17:50 main:574] : INFO : Epoch 1682 | loss: 0.0311544 | val_loss: 0.031161 | Time: 2078.42 ms [2021-01-25 21:17:52 main:574] : INFO : Epoch 1683 | loss: 0.0311547 | val_loss: 0.0311603 | Time: 2083.05 ms [2021-01-25 21:17:54 main:574] : INFO : Epoch 1684 | loss: 0.0311544 | val_loss: 0.0311609 | Time: 2081.53 ms [2021-01-25 21:17:56 main:574] : INFO : Epoch 1685 | loss: 0.031156 | val_loss: 0.031162 | Time: 2083.34 ms [2021-01-25 21:17:58 main:574] : INFO : Epoch 1686 | loss: 0.0311563 | val_loss: 0.0311609 | Time: 2082.28 ms [2021-01-25 21:18:00 main:574] : INFO : Epoch 1687 | loss: 0.031156 | val_loss: 0.0311603 | Time: 2085.21 ms [2021-01-25 21:18:03 main:574] : INFO : Epoch 1688 | loss: 0.0311551 | val_loss: 0.0311614 | Time: 2085.67 ms [2021-01-25 21:18:05 main:574] : INFO : Epoch 1689 | loss: 0.0311563 | val_loss: 0.0311597 | Time: 2087.16 ms [2021-01-25 21:18:07 main:574] : INFO : Epoch 1690 | loss: 0.0311545 | val_loss: 0.0311627 | Time: 2082.47 ms [2021-01-25 21:18:09 main:574] : INFO : Epoch 1691 | loss: 0.0311561 | val_loss: 0.0311599 | Time: 2087 ms [2021-01-25 21:18:11 main:574] : INFO : Epoch 1692 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 2078.2 ms [2021-01-25 21:18:13 main:574] : INFO : Epoch 1693 | loss: 0.031156 | val_loss: 0.0311618 | Time: 2086.04 ms [2021-01-25 21:18:15 main:574] : INFO : Epoch 1694 | loss: 0.0311577 | val_loss: 0.0311613 | Time: 2082.35 ms [2021-01-25 21:18:17 main:574] : INFO : Epoch 1695 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 2093.48 ms [2021-01-25 21:18:19 main:574] : INFO : Epoch 1696 | loss: 0.03116 | val_loss: 0.0311621 | Time: 2084.45 ms [2021-01-25 21:18:21 main:574] : INFO : Epoch 1697 | loss: 0.0311581 | val_loss: 0.0311608 | Time: 2087.1 ms [2021-01-25 21:18:24 main:574] : INFO : Epoch 1698 | loss: 0.0311542 | val_loss: 0.0311622 | Time: 2073.04 ms [2021-01-25 21:18:26 main:574] : INFO : Epoch 1699 | loss: 0.0311552 | val_loss: 0.0311597 | Time: 2079.18 ms [2021-01-25 21:18:28 main:574] : INFO : Epoch 1700 | loss: 0.0311537 | val_loss: 0.031159 | Time: 2083.58 ms [2021-01-25 21:18:30 main:574] : INFO : Epoch 1701 | loss: 0.0311522 | val_loss: 0.0311581 | Time: 2116.21 ms [2021-01-25 21:18:32 main:574] : INFO : Epoch 1702 | loss: 0.0311523 | val_loss: 0.0311573 | Time: 2073.38 ms [2021-01-25 21:18:34 main:574] : INFO : Epoch 1703 | loss: 0.0311524 | val_loss: 0.031159 | Time: 2086.95 ms [2021-01-25 21:18:36 main:574] : INFO : Epoch 1704 | loss: 0.0311528 | val_loss: 0.0311555 | Time: 2093.15 ms [2021-01-25 21:18:38 main:574] : INFO : Epoch 1705 | loss: 0.0311513 | val_loss: 0.0311585 | Time: 2078.33 ms [2021-01-25 21:18:40 main:574] : INFO : Epoch 1706 | loss: 0.031152 | val_loss: 0.0311587 | Time: 2078.65 ms [2021-01-25 21:18:42 main:574] : INFO : Epoch 1707 | loss: 0.0311533 | val_loss: 0.0311564 | Time: 2087.61 ms [2021-01-25 21:18:45 main:574] : INFO : Epoch 1708 | loss: 0.0311517 | val_loss: 0.031159 | Time: 2087.57 ms [2021-01-25 21:18:47 main:574] : INFO : Epoch 1709 | loss: 0.0311521 | val_loss: 0.0311609 | Time: 2081.59 ms [2021-01-25 21:18:49 main:574] : INFO : Epoch 1710 | loss: 0.0311514 | val_loss: 0.0311582 | Time: 2081.14 ms [2021-01-25 21:18:51 main:574] : INFO : Epoch 1711 | loss: 0.0311522 | val_loss: 0.0311577 | Time: 2084.75 ms [2021-01-25 21:18:53 main:574] : INFO : Epoch 1712 | loss: 0.0311517 | val_loss: 0.0311614 | Time: 2081.44 ms [2021-01-25 21:18:55 main:574] : INFO : Epoch 1713 | loss: 0.0311532 | val_loss: 0.0311599 | Time: 2085.87 ms [2021-01-25 21:18:57 main:574] : INFO : Epoch 1714 | loss: 0.0311552 | val_loss: 0.0311615 | Time: 2077.47 ms [2021-01-25 21:18:59 main:574] : INFO : Epoch 1715 | loss: 0.0311535 | val_loss: 0.031161 | Time: 2089.31 ms [2021-01-25 21:19:01 main:574] : INFO : Epoch 1716 | loss: 0.0311522 | val_loss: 0.0311587 | Time: 2087.05 ms [2021-01-25 21:19:03 main:574] : INFO : Epoch 1717 | loss: 0.0311522 | val_loss: 0.0311584 | Time: 2082.25 ms [2021-01-25 21:19:05 main:574] : INFO : Epoch 1718 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 2075.05 ms [2021-01-25 21:19:08 main:574] : INFO : Epoch 1719 | loss: 0.0311527 | val_loss: 0.0311608 | Time: 2089.72 ms [2021-01-25 21:19:10 main:574] : INFO : Epoch 1720 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 2088.99 ms [2021-01-25 21:19:12 main:574] : INFO : Epoch 1721 | loss: 0.0311526 | val_loss: 0.0311604 | Time: 2082.13 ms [2021-01-25 21:19:14 main:574] : INFO : Epoch 1722 | loss: 0.0311525 | val_loss: 0.0311607 | Time: 2076.82 ms [2021-01-25 21:19:16 main:574] : INFO : Epoch 1723 | loss: 0.0311544 | val_loss: 0.031167 | Time: 2092.26 ms [2021-01-25 21:19:18 main:574] : INFO : Epoch 1724 | loss: 0.0311555 | val_loss: 0.0311608 | Time: 2086.59 ms [2021-01-25 21:19:20 main:574] : INFO : Epoch 1725 | loss: 0.0311544 | val_loss: 0.0311607 | Time: 2081.34 ms [2021-01-25 21:19:22 main:574] : INFO : Epoch 1726 | loss: 0.0311543 | val_loss: 0.0311584 | Time: 2074.86 ms [2021-01-25 21:19:24 main:574] : INFO : Epoch 1727 | loss: 0.0311534 | val_loss: 0.0311586 | Time: 2083.76 ms [2021-01-25 21:19:26 main:574] : INFO : Epoch 1728 | loss: 0.0311538 | val_loss: 0.0311611 | Time: 2082.91 ms [2021-01-25 21:19:29 main:574] : INFO : Epoch 1729 | loss: 0.0311525 | val_loss: 0.031161 | Time: 2086.12 ms [2021-01-25 21:19:31 main:574] : INFO : Epoch 1730 | loss: 0.0311522 | val_loss: 0.0311609 | Time: 2081.62 ms [2021-01-25 21:19:33 main:574] : INFO : Epoch 1731 | loss: 0.0311516 | val_loss: 0.0311605 | Time: 2084.14 ms [2021-01-25 21:19:35 main:574] : INFO : Epoch 1732 | loss: 0.0311514 | val_loss: 0.0311591 | Time: 2084.61 ms [2021-01-25 21:19:37 main:574] : INFO : Epoch 1733 | loss: 0.031153 | val_loss: 0.0311592 | Time: 2080.77 ms [2021-01-25 21:19:39 main:574] : INFO : Epoch 1734 | loss: 0.0311536 | val_loss: 0.0311613 | Time: 2078.21 ms [2021-01-25 21:19:41 main:574] : INFO : Epoch 1735 | loss: 0.0311567 | val_loss: 0.0311614 | Time: 2090.08 ms [2021-01-25 21:19:43 main:574] : INFO : Epoch 1736 | loss: 0.0311542 | val_loss: 0.0311608 | Time: 2082.24 ms [2021-01-25 21:19:45 main:574] : INFO : Epoch 1737 | loss: 0.0311569 | val_loss: 0.0311598 | Time: 2081.79 ms [2021-01-25 21:19:47 main:574] : INFO : Epoch 1738 | loss: 0.0311544 | val_loss: 0.0311596 | Time: 2082.67 ms [2021-01-25 21:19:49 main:574] : INFO : Epoch 1739 | loss: 0.0311545 | val_loss: 0.031158 | Time: 2083.81 ms [2021-01-25 21:19:52 main:574] : INFO : Epoch 1740 | loss: 0.0311532 | val_loss: 0.031158 | Time: 2075.92 ms [2021-01-25 21:19:54 main:574] : INFO : Epoch 1741 | loss: 0.0311536 | val_loss: 0.0311607 | Time: 2085.58 ms [2021-01-25 21:19:56 main:574] : INFO : Epoch 1742 | loss: 0.0311528 | val_loss: 0.0311609 | Time: 2068.86 ms [2021-01-25 21:19:58 main:574] : INFO : Epoch 1743 | loss: 0.031153 | val_loss: 0.0311632 | Time: 2091.27 ms [2021-01-25 21:20:00 main:574] : INFO : Epoch 1744 | loss: 0.0311576 | val_loss: 0.0311633 | Time: 2089.48 ms [2021-01-25 21:20:02 main:574] : INFO : Epoch 1745 | loss: 0.0311568 | val_loss: 0.03116 | Time: 2081.25 ms [2021-01-25 21:20:04 main:574] : INFO : Epoch 1746 | loss: 0.0311558 | val_loss: 0.0311608 | Time: 2080.56 ms [2021-01-25 21:20:06 main:574] : INFO : Epoch 1747 | loss: 0.0311546 | val_loss: 0.0311608 | Time: 2082.24 ms [2021-01-25 21:20:08 main:574] : INFO : Epoch 1748 | loss: 0.0311527 | val_loss: 0.0311596 | Time: 2080.79 ms [2021-01-25 21:20:10 main:574] : INFO : Epoch 1749 | loss: 0.0311519 | val_loss: 0.0311604 | Time: 2084.79 ms [2021-01-25 21:20:13 main:574] : INFO : Epoch 1750 | loss: 0.0311523 | val_loss: 0.031161 | Time: 2078.36 ms [2021-01-25 21:20:15 main:574] : INFO : Epoch 1751 | loss: 0.0311527 | val_loss: 0.0311613 | Time: 2132.74 ms [2021-01-25 21:20:17 main:574] : INFO : Epoch 1752 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 2055.27 ms [2021-01-25 21:20:19 main:574] : INFO : Epoch 1753 | loss: 0.031154 | val_loss: 0.0311601 | Time: 2066.35 ms [2021-01-25 21:20:21 main:574] : INFO : Epoch 1754 | loss: 0.0311534 | val_loss: 0.0311616 | Time: 2043.66 ms [2021-01-25 21:20:23 main:574] : INFO : Epoch 1755 | loss: 0.0311527 | val_loss: 0.0311608 | Time: 2046.86 ms [2021-01-25 21:20:25 main:574] : INFO : Epoch 1756 | loss: 0.0311532 | val_loss: 0.0311602 | Time: 2049.48 ms [2021-01-25 21:20:27 main:574] : INFO : Epoch 1757 | loss: 0.0311525 | val_loss: 0.031161 | Time: 2050.59 ms [2021-01-25 21:20:29 main:574] : INFO : Epoch 1758 | loss: 0.0311513 | val_loss: 0.0311611 | Time: 2049.07 ms [2021-01-25 21:20:31 main:574] : INFO : Epoch 1759 | loss: 0.0311529 | val_loss: 0.0311597 | Time: 2053.07 ms [2021-01-25 21:20:33 main:574] : INFO : Epoch 1760 | loss: 0.0311508 | val_loss: 0.031161 | Time: 2046.06 ms [2021-01-25 21:20:35 main:574] : INFO : Epoch 1761 | loss: 0.0311504 | val_loss: 0.0311572 | Time: 2051.46 ms [2021-01-25 21:20:37 main:574] : INFO : Epoch 1762 | loss: 0.0311501 | val_loss: 0.0311581 | Time: 2050.6 ms [2021-01-25 21:20:39 main:574] : INFO : Epoch 1763 | loss: 0.0311495 | val_loss: 0.0311602 | Time: 2054.94 ms [2021-01-25 21:20:41 main:574] : INFO : Epoch 1764 | loss: 0.0311497 | val_loss: 0.0311594 | Time: 2044.41 ms [2021-01-25 21:20:44 main:574] : INFO : Epoch 1765 | loss: 0.0311501 | val_loss: 0.0311625 | Time: 2053.53 ms [2021-01-25 21:20:46 main:574] : INFO : Epoch 1766 | loss: 0.0311566 | val_loss: 0.0311622 | Time: 2054.26 ms [2021-01-25 21:20:48 main:574] : INFO : Epoch 1767 | loss: 0.0311587 | val_loss: 0.0311603 | Time: 2047.22 ms [2021-01-25 21:20:50 main:574] : INFO : Epoch 1768 | loss: 0.031157 | val_loss: 0.0311595 | Time: 2047.12 ms [2021-01-25 21:20:52 main:574] : INFO : Epoch 1769 | loss: 0.0311549 | val_loss: 0.0311592 | Time: 2052 ms [2021-01-25 21:20:54 main:574] : INFO : Epoch 1770 | loss: 0.0311532 | val_loss: 0.0311596 | Time: 2047.95 ms [2021-01-25 21:20:56 main:574] : INFO : Epoch 1771 | loss: 0.0311515 | val_loss: 0.0311586 | Time: 2051.32 ms [2021-01-25 21:20:58 main:574] : INFO : Epoch 1772 | loss: 0.0311513 | val_loss: 0.0311582 | Time: 2049.95 ms [2021-01-25 21:21:00 main:574] : INFO : Epoch 1773 | loss: 0.0311499 | val_loss: 0.0311585 | Time: 2049.25 ms [2021-01-25 21:21:02 main:574] : INFO : Epoch 1774 | loss: 0.0311514 | val_loss: 0.03116 | Time: 2041.89 ms [2021-01-25 21:21:04 main:574] : INFO : Epoch 1775 | loss: 0.0311522 | val_loss: 0.0311657 | Time: 2051.86 ms [2021-01-25 21:21:06 main:574] : INFO : Epoch 1776 | loss: 0.031152 | val_loss: 0.03116 | Time: 2046.03 ms [2021-01-25 21:21:08 main:574] : INFO : Epoch 1777 | loss: 0.0311504 | val_loss: 0.0311591 | Time: 2053.02 ms [2021-01-25 21:21:10 main:574] : INFO : Epoch 1778 | loss: 0.0311495 | val_loss: 0.0311596 | Time: 2046.57 ms [2021-01-25 21:21:12 main:574] : INFO : Epoch 1779 | loss: 0.0311504 | val_loss: 0.0311601 | Time: 2050.84 ms [2021-01-25 21:21:14 main:574] : INFO : Epoch 1780 | loss: 0.0311507 | val_loss: 0.0311599 | Time: 2052.88 ms [2021-01-25 21:21:17 main:574] : INFO : Epoch 1781 | loss: 0.0311533 | val_loss: 0.031159 | Time: 2047.58 ms [2021-01-25 21:21:19 main:574] : INFO : Epoch 1782 | loss: 0.0311517 | val_loss: 0.0311585 | Time: 2043.75 ms [2021-01-25 21:21:21 main:574] : INFO : Epoch 1783 | loss: 0.0311508 | val_loss: 0.03116 | Time: 2041.66 ms [2021-01-25 21:21:23 main:574] : INFO : Epoch 1784 | loss: 0.0311506 | val_loss: 0.031159 | Time: 2046.93 ms [2021-01-25 21:21:25 main:574] : INFO : Epoch 1785 | loss: 0.0311524 | val_loss: 0.0311641 | Time: 2048.74 ms [2021-01-25 21:21:27 main:574] : INFO : Epoch 1786 | loss: 0.0311586 | val_loss: 0.0311639 | Time: 2045.72 ms [2021-01-25 21:21:29 main:574] : INFO : Epoch 1787 | loss: 0.0311556 | val_loss: 0.0311594 | Time: 2050.48 ms [2021-01-25 21:21:31 main:574] : INFO : Epoch 1788 | loss: 0.0311538 | val_loss: 0.0311603 | Time: 2046.77 ms [2021-01-25 21:21:33 main:574] : INFO : Epoch 1789 | loss: 0.0311552 | val_loss: 0.0311613 | Time: 2050.93 ms [2021-01-25 21:21:35 main:574] : INFO : Epoch 1790 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 2048.82 ms [2021-01-25 21:21:37 main:574] : INFO : Epoch 1791 | loss: 0.0311532 | val_loss: 0.0311588 | Time: 2050.43 ms [2021-01-25 21:21:39 main:574] : INFO : Epoch 1792 | loss: 0.0311532 | val_loss: 0.0311578 | Time: 2045.99 ms [2021-01-25 21:21:41 main:574] : INFO : Epoch 1793 | loss: 0.0311509 | val_loss: 0.0311583 | Time: 2057.75 ms [2021-01-25 21:21:43 main:574] : INFO : Epoch 1794 | loss: 0.0311503 | val_loss: 0.031158 | Time: 2052.25 ms [2021-01-25 21:21:45 main:574] : INFO : Epoch 1795 | loss: 0.0311513 | val_loss: 0.031159 | Time: 2053.23 ms [2021-01-25 21:21:47 main:574] : INFO : Epoch 1796 | loss: 0.0311538 | val_loss: 0.0311582 | Time: 2043.03 ms [2021-01-25 21:21:49 main:574] : INFO : Epoch 1797 | loss: 0.0311527 | val_loss: 0.0311606 | Time: 2047.68 ms [2021-01-25 21:21:52 main:574] : INFO : Epoch 1798 | loss: 0.0311541 | val_loss: 0.0311601 | Time: 2048.87 ms [2021-01-25 21:21:54 main:574] : INFO : Epoch 1799 | loss: 0.0311545 | val_loss: 0.0311626 | Time: 2042.62 ms [2021-01-25 21:21:56 main:574] : INFO : Epoch 1800 | loss: 0.0311537 | val_loss: 0.0311591 | Time: 2048.29 ms [2021-01-25 21:21:58 main:574] : INFO : Epoch 1801 | loss: 0.031152 | val_loss: 0.03116 | Time: 2052.65 ms [2021-01-25 21:22:00 main:574] : INFO : Epoch 1802 | loss: 0.0311521 | val_loss: 0.03116 | Time: 2044.4 ms [2021-01-25 21:22:02 main:574] : INFO : Epoch 1803 | loss: 0.0311505 | val_loss: 0.0311607 | Time: 2056.71 ms [2021-01-25 21:22:04 main:574] : INFO : Epoch 1804 | loss: 0.0311509 | val_loss: 0.0311606 | Time: 2049.03 ms [2021-01-25 21:22:06 main:574] : INFO : Epoch 1805 | loss: 0.0311504 | val_loss: 0.0311596 | Time: 2055.46 ms [2021-01-25 21:22:08 main:574] : INFO : Epoch 1806 | loss: 0.0311506 | val_loss: 0.0311608 | Time: 2046.22 ms [2021-01-25 21:22:10 main:574] : INFO : Epoch 1807 | loss: 0.0311563 | val_loss: 0.0311669 | Time: 2048.59 ms [2021-01-25 21:22:12 main:574] : INFO : Epoch 1808 | loss: 0.0311579 | val_loss: 0.0311644 | Time: 2040.82 ms [2021-01-25 21:22:14 main:574] : INFO : Epoch 1809 | loss: 0.0311564 | val_loss: 0.0311631 | Time: 2051.89 ms [2021-01-25 21:22:16 main:574] : INFO : Epoch 1810 | loss: 0.0311568 | val_loss: 0.0311658 | Time: 2043.11 ms [2021-01-25 21:22:18 main:574] : INFO : Epoch 1811 | loss: 0.0311571 | val_loss: 0.0311638 | Time: 2052.41 ms [2021-01-25 21:22:20 main:574] : INFO : Epoch 1812 | loss: 0.0311565 | val_loss: 0.031162 | Time: 2042.76 ms [2021-01-25 21:22:22 main:574] : INFO : Epoch 1813 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 2048.13 ms [2021-01-25 21:22:24 main:574] : INFO : Epoch 1814 | loss: 0.0311556 | val_loss: 0.0311591 | Time: 2045.5 ms [2021-01-25 21:22:27 main:574] : INFO : Epoch 1815 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 2044.45 ms [2021-01-25 21:22:29 main:574] : INFO : Epoch 1816 | loss: 0.0311532 | val_loss: 0.031161 | Time: 2039.69 ms [2021-01-25 21:22:31 main:574] : INFO : Epoch 1817 | loss: 0.0311543 | val_loss: 0.0311631 | Time: 2051.73 ms [2021-01-25 21:22:33 main:574] : INFO : Epoch 1818 | loss: 0.0311552 | val_loss: 0.0311616 | Time: 2049.43 ms [2021-01-25 21:22:35 main:574] : INFO : Epoch 1819 | loss: 0.0311564 | val_loss: 0.0311614 | Time: 2047.65 ms [2021-01-25 21:22:37 main:574] : INFO : Epoch 1820 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 2043.11 ms [2021-01-25 21:22:39 main:574] : INFO : Epoch 1821 | loss: 0.0311547 | val_loss: 0.0311584 | Time: 2052.89 ms [2021-01-25 21:22:41 main:574] : INFO : Epoch 1822 | loss: 0.0311538 | val_loss: 0.0311614 | Time: 2045.45 ms [2021-01-25 21:22:43 main:574] : INFO : Epoch 1823 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 2047.62 ms [2021-01-25 21:22:45 main:574] : INFO : Epoch 1824 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 2042.77 ms [2021-01-25 21:22:47 main:574] : INFO : Epoch 1825 | loss: 0.0311525 | val_loss: 0.0311648 | Time: 2050.22 ms [2021-01-25 21:22:49 main:574] : INFO : Epoch 1826 | loss: 0.0311512 | val_loss: 0.0311607 | Time: 2051.28 ms [2021-01-25 21:22:51 main:574] : INFO : Epoch 1827 | loss: 0.031152 | val_loss: 0.0311617 | Time: 2050.09 ms [2021-01-25 21:22:53 main:574] : INFO : Epoch 1828 | loss: 0.0311516 | val_loss: 0.0311608 | Time: 2046.32 ms [2021-01-25 21:22:55 main:574] : INFO : Epoch 1829 | loss: 0.0311503 | val_loss: 0.0311626 | Time: 2048.03 ms [2021-01-25 21:22:57 main:574] : INFO : Epoch 1830 | loss: 0.0311524 | val_loss: 0.0311715 | Time: 2042.56 ms [2021-01-25 21:22:59 main:574] : INFO : Epoch 1831 | loss: 0.0311517 | val_loss: 0.0311605 | Time: 2043.96 ms [2021-01-25 21:23:02 main:574] : INFO : Epoch 1832 | loss: 0.0311532 | val_loss: 0.0311599 | Time: 2045.08 ms [2021-01-25 21:23:04 main:574] : INFO : Epoch 1833 | loss: 0.0311512 | val_loss: 0.0311589 | Time: 2045.53 ms [2021-01-25 21:23:06 main:574] : INFO : Epoch 1834 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 2045.94 ms [2021-01-25 21:23:08 main:574] : INFO : Epoch 1835 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 2051.24 ms [2021-01-25 21:23:10 main:574] : INFO : Epoch 1836 | loss: 0.0311514 | val_loss: 0.0311597 | Time: 2042.76 ms [2021-01-25 21:23:12 main:574] : INFO : Epoch 1837 | loss: 0.031153 | val_loss: 0.0311592 | Time: 2051.49 ms [2021-01-25 21:23:14 main:574] : INFO : Epoch 1838 | loss: 0.0311516 | val_loss: 0.0311604 | Time: 2053.26 ms [2021-01-25 21:23:16 main:574] : INFO : Epoch 1839 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 2048.54 ms [2021-01-25 21:23:18 main:574] : INFO : Epoch 1840 | loss: 0.0311647 | val_loss: 0.0311669 | Time: 2048.65 ms [2021-01-25 21:23:20 main:574] : INFO : Epoch 1841 | loss: 0.0311616 | val_loss: 0.031166 | Time: 2046.34 ms [2021-01-25 21:23:22 main:574] : INFO : Epoch 1842 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 2051.72 ms [2021-01-25 21:23:24 main:574] : INFO : Epoch 1843 | loss: 0.031157 | val_loss: 0.0311613 | Time: 2044.35 ms [2021-01-25 21:23:26 main:574] : INFO : Epoch 1844 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 2044.49 ms [2021-01-25 21:23:28 main:574] : INFO : Epoch 1845 | loss: 0.0311551 | val_loss: 0.031163 | Time: 2080.74 ms [2021-01-25 21:23:30 main:574] : INFO : Epoch 1846 | loss: 0.0311552 | val_loss: 0.03116 | Time: 2050.33 ms [2021-01-25 21:23:32 main:574] : INFO : Epoch 1847 | loss: 0.0311552 | val_loss: 0.0311589 | Time: 2050.99 ms [2021-01-25 21:23:35 main:574] : INFO : Epoch 1848 | loss: 0.0311544 | val_loss: 0.0311588 | Time: 2039.87 ms [2021-01-25 21:23:37 main:574] : INFO : Epoch 1849 | loss: 0.0311555 | val_loss: 0.0311619 | Time: 2050.56 ms [2021-01-25 21:23:39 main:574] : INFO : Epoch 1850 | loss: 0.0311545 | val_loss: 0.0311616 | Time: 2054.27 ms [2021-01-25 21:23:41 main:574] : INFO : Epoch 1851 | loss: 0.0311536 | val_loss: 0.0311601 | Time: 2045.57 ms [2021-01-25 21:23:43 main:574] : INFO : Epoch 1852 | loss: 0.0311518 | val_loss: 0.0311602 | Time: 2041.67 ms [2021-01-25 21:23:45 main:574] : INFO : Epoch 1853 | loss: 0.0311507 | val_loss: 0.0311597 | Time: 2057.96 ms [2021-01-25 21:23:47 main:574] : INFO : Epoch 1854 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 2057.51 ms [2021-01-25 21:23:49 main:574] : INFO : Epoch 1855 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 2051.63 ms [2021-01-25 21:23:51 main:574] : INFO : Epoch 1856 | loss: 0.0311514 | val_loss: 0.0311601 | Time: 2050.29 ms [2021-01-25 21:23:53 main:574] : INFO : Epoch 1857 | loss: 0.0311503 | val_loss: 0.0311611 | Time: 2048.95 ms [2021-01-25 21:23:55 main:574] : INFO : Epoch 1858 | loss: 0.0311508 | val_loss: 0.0311619 | Time: 2046 ms [2021-01-25 21:23:57 main:574] : INFO : Epoch 1859 | loss: 0.0311514 | val_loss: 0.0311617 | Time: 2052.36 ms [2021-01-25 21:23:59 main:574] : INFO : Epoch 1860 | loss: 0.03115 | val_loss: 0.0311573 | Time: 2052.11 ms [2021-01-25 21:24:01 main:574] : INFO : Epoch 1861 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 2053.49 ms [2021-01-25 21:24:03 main:574] : INFO : Epoch 1862 | loss: 0.0311491 | val_loss: 0.0311607 | Time: 2053.02 ms [2021-01-25 21:24:05 main:574] : INFO : Epoch 1863 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 2052.21 ms [2021-01-25 21:24:08 main:574] : INFO : Epoch 1864 | loss: 0.03115 | val_loss: 0.0311608 | Time: 2055.78 ms [2021-01-25 21:24:10 main:574] : INFO : Epoch 1865 | loss: 0.0311507 | val_loss: 0.0311606 | Time: 2042.76 ms [2021-01-25 21:24:12 main:574] : INFO : Epoch 1866 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 2050.57 ms [2021-01-25 21:24:14 main:574] : INFO : Epoch 1867 | loss: 0.0311505 | val_loss: 0.0311608 | Time: 2046.81 ms [2021-01-25 21:24:16 main:574] : INFO : Epoch 1868 | loss: 0.0311505 | val_loss: 0.0311634 | Time: 2050.54 ms [2021-01-25 21:24:18 main:574] : INFO : Epoch 1869 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 2047.42 ms [2021-01-25 21:24:20 main:574] : INFO : Epoch 1870 | loss: 0.0311488 | val_loss: 0.031163 | Time: 2051.35 ms [2021-01-25 21:24:22 main:574] : INFO : Epoch 1871 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 2048.12 ms [2021-01-25 21:24:24 main:574] : INFO : Epoch 1872 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 2058.32 ms [2021-01-25 21:24:26 main:574] : INFO : Epoch 1873 | loss: 0.031167 | val_loss: 0.0311716 | Time: 2037.06 ms [2021-01-25 21:24:28 main:574] : INFO : Epoch 1874 | loss: 0.031158 | val_loss: 0.031163 | Time: 2045.28 ms [2021-01-25 21:24:30 main:574] : INFO : Epoch 1875 | loss: 0.0311533 | val_loss: 0.0311611 | Time: 2046.4 ms [2021-01-25 21:24:32 main:574] : INFO : Epoch 1876 | loss: 0.0311519 | val_loss: 0.0311588 | Time: 2056.32 ms [2021-01-25 21:24:34 main:574] : INFO : Epoch 1877 | loss: 0.0311527 | val_loss: 0.0311602 | Time: 2045.85 ms [2021-01-25 21:24:36 main:574] : INFO : Epoch 1878 | loss: 0.0311546 | val_loss: 0.0311669 | Time: 2046.27 ms [2021-01-25 21:24:38 main:574] : INFO : Epoch 1879 | loss: 0.0311546 | val_loss: 0.0311619 | Time: 2050.15 ms [2021-01-25 21:24:40 main:574] : INFO : Epoch 1880 | loss: 0.0311525 | val_loss: 0.0311672 | Time: 2046.39 ms [2021-01-25 21:24:43 main:574] : INFO : Epoch 1881 | loss: 0.0311519 | val_loss: 0.0311591 | Time: 2041.61 ms [2021-01-25 21:24:45 main:574] : INFO : Epoch 1882 | loss: 0.03115 | val_loss: 0.0311581 | Time: 2042.33 ms [2021-01-25 21:24:47 main:574] : INFO : Epoch 1883 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 2047.41 ms [2021-01-25 21:24:49 main:574] : INFO : Epoch 1884 | loss: 0.0311509 | val_loss: 0.031159 | Time: 2045.2 ms [2021-01-25 21:24:51 main:574] : INFO : Epoch 1885 | loss: 0.0311502 | val_loss: 0.0311615 | Time: 2042.01 ms [2021-01-25 21:24:53 main:574] : INFO : Epoch 1886 | loss: 0.0311503 | val_loss: 0.0311606 | Time: 2039.31 ms [2021-01-25 21:24:55 main:574] : INFO : Epoch 1887 | loss: 0.0311498 | val_loss: 0.0311609 | Time: 2051.68 ms [2021-01-25 21:24:57 main:574] : INFO : Epoch 1888 | loss: 0.0311492 | val_loss: 0.0311593 | Time: 2046.35 ms [2021-01-25 21:24:59 main:574] : INFO : Epoch 1889 | loss: 0.0311484 | val_loss: 0.0311667 | Time: 2044.5 ms [2021-01-25 21:25:01 main:574] : INFO : Epoch 1890 | loss: 0.0311497 | val_loss: 0.0311596 | Time: 2043.2 ms [2021-01-25 21:25:03 main:574] : INFO : Epoch 1891 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 2049.95 ms [2021-01-25 21:25:05 main:574] : INFO : Epoch 1892 | loss: 0.0311478 | val_loss: 0.0311617 | Time: 2043.78 ms [2021-01-25 21:25:07 main:574] : INFO : Epoch 1893 | loss: 0.031149 | val_loss: 0.0311603 | Time: 2049.49 ms [2021-01-25 21:25:09 main:574] : INFO : Epoch 1894 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 2042.09 ms [2021-01-25 21:25:11 main:574] : INFO : Epoch 1895 | loss: 0.0311482 | val_loss: 0.0311611 | Time: 2052.36 ms [2021-01-25 21:25:13 main:574] : INFO : Epoch 1896 | loss: 0.0311532 | val_loss: 0.0311619 | Time: 2050.21 ms [2021-01-25 21:25:15 main:574] : INFO : Epoch 1897 | loss: 0.031156 | val_loss: 0.0311597 | Time: 2047.72 ms [2021-01-25 21:25:18 main:574] : INFO : Epoch 1898 | loss: 0.031154 | val_loss: 0.0311612 | Time: 2048.03 ms [2021-01-25 21:25:20 main:574] : INFO : Epoch 1899 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 2045.05 ms [2021-01-25 21:25:22 main:574] : INFO : Epoch 1900 | loss: 0.031153 | val_loss: 0.0311606 | Time: 2045.42 ms [2021-01-25 21:25:24 main:574] : INFO : Epoch 1901 | loss: 0.0311525 | val_loss: 0.0311598 | Time: 2049.34 ms [2021-01-25 21:25:26 main:574] : INFO : Epoch 1902 | loss: 0.0311529 | val_loss: 0.0311648 | Time: 2045.23 ms [2021-01-25 21:25:28 main:574] : INFO : Epoch 1903 | loss: 0.0311535 | val_loss: 0.0311635 | Time: 2051.67 ms [2021-01-25 21:25:30 main:574] : INFO : Epoch 1904 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 2046.56 ms [2021-01-25 21:25:32 main:574] : INFO : Epoch 1905 | loss: 0.0311514 | val_loss: 0.0311637 | Time: 2048.23 ms [2021-01-25 21:25:34 main:574] : INFO : Epoch 1906 | loss: 0.0311517 | val_loss: 0.0311619 | Time: 2048.55 ms [2021-01-25 21:25:36 main:574] : INFO : Epoch 1907 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 2050.08 ms [2021-01-25 21:25:38 main:574] : INFO : Epoch 1908 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 2047.04 ms [2021-01-25 21:25:40 main:574] : INFO : Epoch 1909 | loss: 0.0311503 | val_loss: 0.031163 | Time: 2046.1 ms [2021-01-25 21:25:42 main:574] : INFO : Epoch 1910 | loss: 0.0311559 | val_loss: 0.0311597 | Time: 2040.66 ms [2021-01-25 21:25:44 main:574] : INFO : Epoch 1911 | loss: 0.0311516 | val_loss: 0.0311627 | Time: 2046.02 ms [2021-01-25 21:25:46 main:574] : INFO : Epoch 1912 | loss: 0.0311494 | val_loss: 0.0311614 | Time: 2045.33 ms [2021-01-25 21:25:48 main:574] : INFO : Epoch 1913 | loss: 0.0311488 | val_loss: 0.0311626 | Time: 2054.25 ms [2021-01-25 21:25:50 main:574] : INFO : Epoch 1914 | loss: 0.0311485 | val_loss: 0.0311639 | Time: 2046.61 ms [2021-01-25 21:25:53 main:574] : INFO : Epoch 1915 | loss: 0.0311552 | val_loss: 0.0311789 | Time: 2048.16 ms [2021-01-25 21:25:55 main:574] : INFO : Epoch 1916 | loss: 0.0311801 | val_loss: 0.0311783 | Time: 2041.36 ms [2021-01-25 21:25:57 main:574] : INFO : Epoch 1917 | loss: 0.0311766 | val_loss: 0.0311842 | Time: 2045.55 ms [2021-01-25 21:25:59 main:574] : INFO : Epoch 1918 | loss: 0.0311781 | val_loss: 0.031178 | Time: 2042.5 ms [2021-01-25 21:26:01 main:574] : INFO : Epoch 1919 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 2057.9 ms [2021-01-25 21:26:03 main:574] : INFO : Epoch 1920 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 2043.28 ms [2021-01-25 21:26:05 main:574] : INFO : Epoch 1921 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 2047.2 ms [2021-01-25 21:26:07 main:574] : INFO : Epoch 1922 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 2045.53 ms [2021-01-25 21:26:09 main:574] : INFO : Epoch 1923 | loss: 0.0311678 | val_loss: 0.0311731 | Time: 2049.28 ms [2021-01-25 21:26:11 main:574] : INFO : Epoch 1924 | loss: 0.0311659 | val_loss: 0.0311694 | Time: 2047.35 ms [2021-01-25 21:26:13 main:574] : INFO : Epoch 1925 | loss: 0.031165 | val_loss: 0.0311682 | Time: 2047.73 ms [2021-01-25 21:26:15 main:574] : INFO : Epoch 1926 | loss: 0.0311635 | val_loss: 0.0311706 | Time: 2049.43 ms [2021-01-25 21:26:17 main:574] : INFO : Epoch 1927 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 2055.56 ms [2021-01-25 21:26:19 main:574] : INFO : Epoch 1928 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 2044.73 ms [2021-01-25 21:26:21 main:574] : INFO : Epoch 1929 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 2049.88 ms [2021-01-25 21:26:23 main:574] : INFO : Epoch 1930 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 2041.48 ms [2021-01-25 21:26:25 main:574] : INFO : Epoch 1931 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 2050.55 ms [2021-01-25 21:26:28 main:574] : INFO : Epoch 1932 | loss: 0.0311587 | val_loss: 0.0311659 | Time: 2050.55 ms [2021-01-25 21:26:30 main:574] : INFO : Epoch 1933 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 2052.78 ms [2021-01-25 21:26:32 main:574] : INFO : Epoch 1934 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 2044.49 ms [2021-01-25 21:26:34 main:574] : INFO : Epoch 1935 | loss: 0.0311583 | val_loss: 0.031165 | Time: 2047.3 ms [2021-01-25 21:26:36 main:574] : INFO : Epoch 1936 | loss: 0.031158 | val_loss: 0.0311651 | Time: 2043.28 ms [2021-01-25 21:26:38 main:574] : INFO : Epoch 1937 | loss: 0.0311585 | val_loss: 0.0311666 | Time: 2050.88 ms [2021-01-25 21:26:40 main:574] : INFO : Epoch 1938 | loss: 0.0311603 | val_loss: 0.0311657 | Time: 2051.27 ms [2021-01-25 21:26:42 main:574] : INFO : Epoch 1939 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 2045.44 ms [2021-01-25 21:26:44 main:574] : INFO : Epoch 1940 | loss: 0.0311572 | val_loss: 0.0311658 | Time: 2046.11 ms [2021-01-25 21:26:46 main:574] : INFO : Epoch 1941 | loss: 0.0311574 | val_loss: 0.0311652 | Time: 2048.41 ms [2021-01-25 21:26:48 main:574] : INFO : Epoch 1942 | loss: 0.0311581 | val_loss: 0.031165 | Time: 2043.02 ms [2021-01-25 21:26:50 main:574] : INFO : Epoch 1943 | loss: 0.0311582 | val_loss: 0.0311671 | Time: 2048 ms [2021-01-25 21:26:52 main:574] : INFO : Epoch 1944 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 2044.57 ms [2021-01-25 21:26:54 main:574] : INFO : Epoch 1945 | loss: 0.0311586 | val_loss: 0.0311651 | Time: 2051.49 ms [2021-01-25 21:26:56 main:574] : INFO : Epoch 1946 | loss: 0.031158 | val_loss: 0.0311655 | Time: 2051.6 ms [2021-01-25 21:26:58 main:574] : INFO : Epoch 1947 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 2049.83 ms [2021-01-25 21:27:01 main:574] : INFO : Epoch 1948 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 2051.35 ms [2021-01-25 21:27:03 main:574] : INFO : Epoch 1949 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 2046.81 ms [2021-01-25 21:27:05 main:574] : INFO : Epoch 1950 | loss: 0.0311584 | val_loss: 0.0311661 | Time: 2047.59 ms [2021-01-25 21:27:07 main:574] : INFO : Epoch 1951 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 2048.75 ms [2021-01-25 21:27:09 main:574] : INFO : Epoch 1952 | loss: 0.0311583 | val_loss: 0.0311661 | Time: 2039.96 ms [2021-01-25 21:27:11 main:574] : INFO : Epoch 1953 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 2051.39 ms [2021-01-25 21:27:13 main:574] : INFO : Epoch 1954 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 2038.77 ms [2021-01-25 21:27:15 main:574] : INFO : Epoch 1955 | loss: 0.0311565 | val_loss: 0.0311648 | Time: 2047.49 ms [2021-01-25 21:27:17 main:574] : INFO : Epoch 1956 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 2044.49 ms [2021-01-25 21:27:19 main:574] : INFO : Epoch 1957 | loss: 0.0311587 | val_loss: 0.0311637 | Time: 2061.85 ms [2021-01-25 21:27:21 main:574] : INFO : Epoch 1958 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 2042.17 ms [2021-01-25 21:27:23 main:574] : INFO : Epoch 1959 | loss: 0.0311605 | val_loss: 0.0311659 | Time: 2047.68 ms [2021-01-25 21:27:25 main:574] : INFO : Epoch 1960 | loss: 0.0311581 | val_loss: 0.0311644 | Time: 2049.12 ms [2021-01-25 21:27:27 main:574] : INFO : Epoch 1961 | loss: 0.0311565 | val_loss: 0.0311639 | Time: 2150.54 ms [2021-01-25 21:27:29 main:574] : INFO : Epoch 1962 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 2042.73 ms [2021-01-25 21:27:31 main:574] : INFO : Epoch 1963 | loss: 0.0311565 | val_loss: 0.0311661 | Time: 2050.95 ms [2021-01-25 21:27:34 main:574] : INFO : Epoch 1964 | loss: 0.0311548 | val_loss: 0.031164 | Time: 2039.27 ms [2021-01-25 21:27:36 main:574] : INFO : Epoch 1965 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2046.42 ms [2021-01-25 21:27:38 main:574] : INFO : Epoch 1966 | loss: 0.031155 | val_loss: 0.0311646 | Time: 2042.87 ms [2021-01-25 21:27:40 main:574] : INFO : Epoch 1967 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 2050.95 ms [2021-01-25 21:27:42 main:574] : INFO : Epoch 1968 | loss: 0.0311572 | val_loss: 0.0311627 | Time: 2045.05 ms [2021-01-25 21:27:44 main:574] : INFO : Epoch 1969 | loss: 0.0311552 | val_loss: 0.0311627 | Time: 2047.36 ms [2021-01-25 21:27:46 main:574] : INFO : Epoch 1970 | loss: 0.0311543 | val_loss: 0.03117 | Time: 2045.45 ms [2021-01-25 21:27:48 main:574] : INFO : Epoch 1971 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 2046.1 ms [2021-01-25 21:27:50 main:574] : INFO : Epoch 1972 | loss: 0.0311554 | val_loss: 0.031164 | Time: 2044.96 ms [2021-01-25 21:27:52 main:574] : INFO : Epoch 1973 | loss: 0.031155 | val_loss: 0.031168 | Time: 2049.87 ms [2021-01-25 21:27:54 main:574] : INFO : Epoch 1974 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 2041.41 ms [2021-01-25 21:27:56 main:574] : INFO : Epoch 1975 | loss: 0.0311558 | val_loss: 0.031162 | Time: 2045.73 ms [2021-01-25 21:27:58 main:574] : INFO : Epoch 1976 | loss: 0.0311539 | val_loss: 0.0311635 | Time: 2042.04 ms [2021-01-25 21:28:00 main:574] : INFO : Epoch 1977 | loss: 0.0311533 | val_loss: 0.031165 | Time: 2048.96 ms [2021-01-25 21:28:02 main:574] : INFO : Epoch 1978 | loss: 0.0311543 | val_loss: 0.031165 | Time: 2046.28 ms [2021-01-25 21:28:04 main:574] : INFO : Epoch 1979 | loss: 0.0311561 | val_loss: 0.0311649 | Time: 2049.98 ms [2021-01-25 21:28:06 main:574] : INFO : Epoch 1980 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 2045.94 ms [2021-01-25 21:28:09 main:574] : INFO : Epoch 1981 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 2051.87 ms [2021-01-25 21:28:11 main:574] : INFO : Epoch 1982 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 2046.05 ms [2021-01-25 21:28:13 main:574] : INFO : Epoch 1983 | loss: 0.0311625 | val_loss: 0.0311677 | Time: 2051.05 ms [2021-01-25 21:28:15 main:574] : INFO : Epoch 1984 | loss: 0.0311633 | val_loss: 0.0311671 | Time: 2037.9 ms [2021-01-25 21:28:17 main:574] : INFO : Epoch 1985 | loss: 0.0311596 | val_loss: 0.031173 | Time: 2051.38 ms [2021-01-25 21:28:19 main:574] : INFO : Epoch 1986 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 2042.11 ms [2021-01-25 21:28:21 main:574] : INFO : Epoch 1987 | loss: 0.0311604 | val_loss: 0.0311679 | Time: 2048.21 ms [2021-01-25 21:28:23 main:574] : INFO : Epoch 1988 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 2036.9 ms [2021-01-25 21:28:25 main:574] : INFO : Epoch 1989 | loss: 0.031157 | val_loss: 0.0311648 | Time: 2049.97 ms [2021-01-25 21:28:27 main:574] : INFO : Epoch 1990 | loss: 0.0311558 | val_loss: 0.0311655 | Time: 2050.54 ms [2021-01-25 21:28:29 main:574] : INFO : Epoch 1991 | loss: 0.0311555 | val_loss: 0.0311644 | Time: 2053.04 ms [2021-01-25 21:28:31 main:574] : INFO : Epoch 1992 | loss: 0.031159 | val_loss: 0.0311677 | Time: 2042.4 ms [2021-01-25 21:28:33 main:574] : INFO : Epoch 1993 | loss: 0.0311614 | val_loss: 0.0311646 | Time: 2044.44 ms [2021-01-25 21:28:35 main:574] : INFO : Epoch 1994 | loss: 0.0311585 | val_loss: 0.0311626 | Time: 2041.23 ms [2021-01-25 21:28:37 main:574] : INFO : Epoch 1995 | loss: 0.0311568 | val_loss: 0.0311658 | Time: 2054.18 ms [2021-01-25 21:28:39 main:574] : INFO : Epoch 1996 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 2047.33 ms [2021-01-25 21:28:41 main:574] : INFO : Epoch 1997 | loss: 0.0311586 | val_loss: 0.0311625 | Time: 2051.82 ms [2021-01-25 21:28:44 main:574] : INFO : Epoch 1998 | loss: 0.0311559 | val_loss: 0.0311632 | Time: 2041.86 ms [2021-01-25 21:28:46 main:574] : INFO : Epoch 1999 | loss: 0.0311551 | val_loss: 0.0311684 | Time: 2047.35 ms [2021-01-25 21:28:48 main:574] : INFO : Epoch 2000 | loss: 0.0311545 | val_loss: 0.0311624 | Time: 2044.19 ms [2021-01-25 21:28:50 main:574] : INFO : Epoch 2001 | loss: 0.0311533 | val_loss: 0.0311641 | Time: 2048.69 ms [2021-01-25 21:28:52 main:574] : INFO : Epoch 2002 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 2043.29 ms [2021-01-25 21:28:54 main:574] : INFO : Epoch 2003 | loss: 0.031154 | val_loss: 0.0311651 | Time: 2052.92 ms [2021-01-25 21:28:56 main:574] : INFO : Epoch 2004 | loss: 0.0311532 | val_loss: 0.0311681 | Time: 2046.99 ms [2021-01-25 21:28:58 main:574] : INFO : Epoch 2005 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 2046.25 ms [2021-01-25 21:29:00 main:574] : INFO : Epoch 2006 | loss: 0.0311524 | val_loss: 0.0311649 | Time: 2052.92 ms [2021-01-25 21:29:02 main:574] : INFO : Epoch 2007 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 2045.55 ms [2021-01-25 21:29:04 main:574] : INFO : Epoch 2008 | loss: 0.0311565 | val_loss: 0.0311721 | Time: 2048.43 ms [2021-01-25 21:29:06 main:574] : INFO : Epoch 2009 | loss: 0.0311542 | val_loss: 0.031165 | Time: 2053.73 ms [2021-01-25 21:29:08 main:574] : INFO : Epoch 2010 | loss: 0.0311518 | val_loss: 0.031166 | Time: 2048.5 ms [2021-01-25 21:29:10 main:574] : INFO : Epoch 2011 | loss: 0.0311525 | val_loss: 0.0311661 | Time: 2053.8 ms [2021-01-25 21:29:12 main:574] : INFO : Epoch 2012 | loss: 0.0311519 | val_loss: 0.0311649 | Time: 2048.71 ms [2021-01-25 21:29:14 main:574] : INFO : Epoch 2013 | loss: 0.0311521 | val_loss: 0.0311652 | Time: 2051.84 ms [2021-01-25 21:29:16 main:574] : INFO : Epoch 2014 | loss: 0.0311536 | val_loss: 0.0311717 | Time: 2050.23 ms [2021-01-25 21:29:19 main:574] : INFO : Epoch 2015 | loss: 0.0311518 | val_loss: 0.031166 | Time: 2055.26 ms [2021-01-25 21:29:21 main:574] : INFO : Epoch 2016 | loss: 0.031153 | val_loss: 0.0311626 | Time: 2046.14 ms [2021-01-25 21:29:23 main:574] : INFO : Epoch 2017 | loss: 0.0311537 | val_loss: 0.0311642 | Time: 2045.8 ms [2021-01-25 21:29:25 main:574] : INFO : Epoch 2018 | loss: 0.0311535 | val_loss: 0.0311668 | Time: 2047.48 ms [2021-01-25 21:29:27 main:574] : INFO : Epoch 2019 | loss: 0.0311539 | val_loss: 0.0311657 | Time: 2046.96 ms [2021-01-25 21:29:29 main:574] : INFO : Epoch 2020 | loss: 0.0311533 | val_loss: 0.031167 | Time: 2039.77 ms [2021-01-25 21:29:31 main:574] : INFO : Epoch 2021 | loss: 0.0311535 | val_loss: 0.0311658 | Time: 2051.5 ms [2021-01-25 21:29:33 main:574] : INFO : Epoch 2022 | loss: 0.0311531 | val_loss: 0.0311666 | Time: 2046 ms [2021-01-25 21:29:35 main:574] : INFO : Epoch 2023 | loss: 0.0311551 | val_loss: 0.0311641 | Time: 2053.38 ms [2021-01-25 21:29:37 main:574] : INFO : Epoch 2024 | loss: 0.0311528 | val_loss: 0.031164 | Time: 2045.6 ms [2021-01-25 21:29:39 main:574] : INFO : Epoch 2025 | loss: 0.0311535 | val_loss: 0.031163 | Time: 2042.27 ms [2021-01-25 21:29:41 main:574] : INFO : Epoch 2026 | loss: 0.0311519 | val_loss: 0.0311665 | Time: 2039.63 ms [2021-01-25 21:29:43 main:574] : INFO : Epoch 2027 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 2045.62 ms [2021-01-25 21:29:45 main:574] : INFO : Epoch 2028 | loss: 0.031155 | val_loss: 0.0311644 | Time: 2045.94 ms [2021-01-25 21:29:47 main:574] : INFO : Epoch 2029 | loss: 0.0311548 | val_loss: 0.0311606 | Time: 2045.83 ms [2021-01-25 21:29:49 main:574] : INFO : Epoch 2030 | loss: 0.031153 | val_loss: 0.0311625 | Time: 2045.06 ms [2021-01-25 21:29:51 main:574] : INFO : Epoch 2031 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 2054.82 ms [2021-01-25 21:29:54 main:574] : INFO : Epoch 2032 | loss: 0.0311575 | val_loss: 0.031168 | Time: 2041.91 ms [2021-01-25 21:29:56 main:574] : INFO : Epoch 2033 | loss: 0.0311559 | val_loss: 0.031163 | Time: 2047.64 ms [2021-01-25 21:29:58 main:574] : INFO : Epoch 2034 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 2049 ms [2021-01-25 21:30:00 main:574] : INFO : Epoch 2035 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 2058.66 ms [2021-01-25 21:30:02 main:574] : INFO : Epoch 2036 | loss: 0.0311563 | val_loss: 0.0311623 | Time: 2043.38 ms [2021-01-25 21:30:04 main:574] : INFO : Epoch 2037 | loss: 0.0311533 | val_loss: 0.0311625 | Time: 2045.59 ms [2021-01-25 21:30:06 main:574] : INFO : Epoch 2038 | loss: 0.0311524 | val_loss: 0.0311624 | Time: 2049.78 ms [2021-01-25 21:30:08 main:574] : INFO : Epoch 2039 | loss: 0.0311513 | val_loss: 0.0311613 | Time: 2055.58 ms [2021-01-25 21:30:10 main:574] : INFO : Epoch 2040 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 2046.13 ms [2021-01-25 21:30:12 main:574] : INFO : Epoch 2041 | loss: 0.031151 | val_loss: 0.0311629 | Time: 2044.33 ms [2021-01-25 21:30:14 main:574] : INFO : Epoch 2042 | loss: 0.0311508 | val_loss: 0.0311675 | Time: 2049.62 ms [2021-01-25 21:30:16 main:574] : INFO : Epoch 2043 | loss: 0.0311517 | val_loss: 0.0311639 | Time: 2059.65 ms [2021-01-25 21:30:18 main:574] : INFO : Epoch 2044 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 2054.13 ms [2021-01-25 21:30:20 main:574] : INFO : Epoch 2045 | loss: 0.0311524 | val_loss: 0.0311638 | Time: 2049.79 ms [2021-01-25 21:30:22 main:574] : INFO : Epoch 2046 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 2048.11 ms [2021-01-25 21:30:24 main:574] : INFO : Epoch 2047 | loss: 0.0311492 | val_loss: 0.0311614 | Time: 2048.9 ms [2021-01-25 21:30:27 main:574] : INFO : Epoch 2048 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 2050.17 ms [2021-01-25 21:30:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311641 [2021-01-25 21:30:27 main:603] : INFO : Saving end state to config to file [2021-01-25 21:30:27 main:608] : INFO : Success, exiting.. 21:30:27 (27724): 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)