Task 5318285
| Name | ParityMachine-1622598287-9136-3_0 |
| Workunit | 3200316 |
| Created | 10 Jun 2021, 3:47:29 UTC |
| Sent | 13 Jun 2021, 19:47:25 UTC |
| Report deadline | 20 Jun 2021, 19:47:25 UTC |
| Received | 14 Jun 2021, 1:22:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 56 min 33 sec |
| CPU time | 56 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-06-13 21:05:00 main:581] : INFO : Epoch 1538 | loss: 0.0310675 | val_loss: 0.0311165 | Time: 1674.26 ms [2021-06-13 21:05:01 main:581] : INFO : Epoch 1539 | loss: 0.0310646 | val_loss: 0.0311089 | Time: 1667.7 ms [2021-06-13 21:05:03 main:581] : INFO : Epoch 1540 | loss: 0.0310638 | val_loss: 0.031114 | Time: 1669.52 ms [2021-06-13 21:05:05 main:581] : INFO : Epoch 1541 | loss: 0.0310701 | val_loss: 0.0311009 | Time: 1673.97 ms [2021-06-13 21:05:06 main:581] : INFO : Epoch 1542 | loss: 0.0310674 | val_loss: 0.0311072 | Time: 1665.66 ms [2021-06-13 21:05:08 main:581] : INFO : Epoch 1543 | loss: 0.0310669 | val_loss: 0.0311118 | Time: 1666.97 ms [2021-06-13 21:05:10 main:581] : INFO : Epoch 1544 | loss: 0.0310651 | val_loss: 0.03111 | Time: 1669.99 ms [2021-06-13 21:05:11 main:581] : INFO : Epoch 1545 | loss: 0.031064 | val_loss: 0.0311193 | Time: 1671.75 ms [2021-06-13 21:05:13 main:581] : INFO : Epoch 1546 | loss: 0.0310607 | val_loss: 0.0311125 | Time: 1669.64 ms [2021-06-13 21:05:15 main:581] : INFO : Epoch 1547 | loss: 0.0310633 | val_loss: 0.0311129 | Time: 1666.72 ms [2021-06-13 21:05:16 main:581] : INFO : Epoch 1548 | loss: 0.0310622 | val_loss: 0.0311141 | Time: 1668.37 ms [2021-06-13 21:05:18 main:581] : INFO : Epoch 1549 | loss: 0.0310606 | val_loss: 0.0311195 | Time: 1672.38 ms [2021-06-13 21:05:20 main:581] : INFO : Epoch 1550 | loss: 0.0310587 | val_loss: 0.0311141 | Time: 1665.68 ms [2021-06-13 21:05:21 main:581] : INFO : Epoch 1551 | loss: 0.0310617 | val_loss: 0.0311216 | Time: 1669.49 ms [2021-06-13 21:05:23 main:581] : INFO : Epoch 1552 | loss: 0.0310663 | val_loss: 0.0311128 | Time: 1656.93 ms [2021-06-13 21:05:25 main:581] : INFO : Epoch 1553 | loss: 0.0310652 | val_loss: 0.0311208 | Time: 1664.53 ms [2021-06-13 21:05:26 main:581] : INFO : Epoch 1554 | loss: 0.031068 | val_loss: 0.0311062 | Time: 1661.93 ms [2021-06-13 21:05:28 main:581] : INFO : Epoch 1555 | loss: 0.0310649 | val_loss: 0.031126 | Time: 1667.27 ms [2021-06-13 21:05:30 main:581] : INFO : Epoch 1556 | loss: 0.0310778 | val_loss: 0.0311146 | Time: 1676.03 ms [2021-06-13 21:05:31 main:581] : INFO : Epoch 1557 | loss: 0.0310722 | val_loss: 0.0311088 | Time: 1671.02 ms [2021-06-13 21:05:33 main:581] : INFO : Epoch 1558 | loss: 0.031067 | val_loss: 0.0311108 | Time: 1664.61 ms [2021-06-13 21:05:35 main:581] : INFO : Epoch 1559 | loss: 0.0310649 | val_loss: 0.0311065 | Time: 1672.77 ms [2021-06-13 21:05:36 main:581] : INFO : Epoch 1560 | loss: 0.0310643 | val_loss: 0.0311095 | Time: 1671.57 ms [2021-06-13 21:05:38 main:581] : INFO : Epoch 1561 | loss: 0.0310637 | val_loss: 0.0311124 | Time: 1667.81 ms [2021-06-13 21:05:40 main:581] : INFO : Epoch 1562 | loss: 0.0310657 | val_loss: 0.0311138 | Time: 1669.98 ms [2021-06-13 21:05:41 main:581] : INFO : Epoch 1563 | loss: 0.0310651 | val_loss: 0.0311167 | Time: 1668.3 ms [2021-06-13 21:05:43 main:581] : INFO : Epoch 1564 | loss: 0.0310633 | val_loss: 0.0311078 | Time: 1669.49 ms [2021-06-13 21:05:45 main:581] : INFO : Epoch 1565 | loss: 0.0310611 | val_loss: 0.0311122 | Time: 1670.23 ms [2021-06-13 21:05:46 main:581] : INFO : Epoch 1566 | loss: 0.0310649 | val_loss: 0.0311041 | Time: 1668.07 ms [2021-06-13 21:05:48 main:581] : INFO : Epoch 1567 | loss: 0.0310668 | val_loss: 0.0311068 | Time: 1661.2 ms [2021-06-13 21:05:50 main:581] : INFO : Epoch 1568 | loss: 0.0310639 | val_loss: 0.0311074 | Time: 1653.57 ms [2021-06-13 21:05:51 main:581] : INFO : Epoch 1569 | loss: 0.0310617 | val_loss: 0.0311132 | Time: 1649.95 ms [2021-06-13 21:05:53 main:581] : INFO : Epoch 1570 | loss: 0.0310626 | val_loss: 0.0311114 | Time: 1646.47 ms [2021-06-13 21:05:55 main:581] : INFO : Epoch 1571 | loss: 0.0310619 | val_loss: 0.0311192 | Time: 1642.36 ms [2021-06-13 21:05:56 main:581] : INFO : Epoch 1572 | loss: 0.0310612 | val_loss: 0.0311142 | Time: 1654.94 ms [2021-06-13 21:05:58 main:581] : INFO : Epoch 1573 | loss: 0.0310629 | val_loss: 0.0311118 | Time: 1648.44 ms [2021-06-13 21:06:00 main:581] : INFO : Epoch 1574 | loss: 0.031069 | val_loss: 0.0311129 | Time: 1640.52 ms [2021-06-13 21:06:01 main:581] : INFO : Epoch 1575 | loss: 0.0310621 | val_loss: 0.0311175 | Time: 1650.83 ms [2021-06-13 21:06:03 main:581] : INFO : Epoch 1576 | loss: 0.0310625 | val_loss: 0.0311252 | Time: 1644.78 ms [2021-06-13 21:06:04 main:581] : INFO : Epoch 1577 | loss: 0.0310614 | val_loss: 0.0311165 | Time: 1638.6 ms [2021-06-13 21:06:06 main:581] : INFO : Epoch 1578 | loss: 0.0310651 | val_loss: 0.0311115 | Time: 1644.88 ms [2021-06-13 21:06:08 main:581] : INFO : Epoch 1579 | loss: 0.0310659 | val_loss: 0.0311174 | Time: 1653.85 ms [2021-06-13 21:06:09 main:581] : INFO : Epoch 1580 | loss: 0.0310736 | val_loss: 0.031116 | Time: 1652.81 ms [2021-06-13 21:06:11 main:581] : INFO : Epoch 1581 | loss: 0.0310688 | val_loss: 0.0311104 | Time: 1647.95 ms [2021-06-13 21:06:13 main:581] : INFO : Epoch 1582 | loss: 0.0310715 | val_loss: 0.0311151 | Time: 1644.77 ms [2021-06-13 21:06:14 main:581] : INFO : Epoch 1583 | loss: 0.0310691 | val_loss: 0.0311226 | Time: 1635.13 ms [2021-06-13 21:06:16 main:581] : INFO : Epoch 1584 | loss: 0.0310688 | val_loss: 0.0311125 | Time: 1647.71 ms [2021-06-13 21:06:18 main:581] : INFO : Epoch 1585 | loss: 0.0310658 | val_loss: 0.0311149 | Time: 1658.5 ms [2021-06-13 21:06:19 main:581] : INFO : Epoch 1586 | loss: 0.0310635 | val_loss: 0.031119 | Time: 1655.51 ms [2021-06-13 21:06:21 main:581] : INFO : Epoch 1587 | loss: 0.031065 | val_loss: 0.0311113 | Time: 1658.97 ms [2021-06-13 21:06:23 main:581] : INFO : Epoch 1588 | loss: 0.0310675 | val_loss: 0.0311053 | Time: 1661.27 ms [2021-06-13 21:06:24 main:581] : INFO : Epoch 1589 | loss: 0.0310695 | val_loss: 0.0311076 | Time: 1652.34 ms [2021-06-13 21:06:26 main:581] : INFO : Epoch 1590 | loss: 0.0310871 | val_loss: 0.0311268 | Time: 1647.4 ms [2021-06-13 21:06:28 main:581] : INFO : Epoch 1591 | loss: 0.0310786 | val_loss: 0.0311257 | Time: 1660.6 ms [2021-06-13 21:06:29 main:581] : INFO : Epoch 1592 | loss: 0.0310746 | val_loss: 0.0311127 | Time: 1671.76 ms [2021-06-13 21:06:31 main:581] : INFO : Epoch 1593 | loss: 0.0310722 | val_loss: 0.0311171 | Time: 1649.33 ms [2021-06-13 21:06:33 main:581] : INFO : Epoch 1594 | loss: 0.0310653 | val_loss: 0.0311114 | Time: 1646.17 ms [2021-06-13 21:06:34 main:581] : INFO : Epoch 1595 | loss: 0.0310627 | val_loss: 0.0311143 | Time: 1642.93 ms [2021-06-13 21:06:36 main:581] : INFO : Epoch 1596 | loss: 0.031065 | val_loss: 0.0311163 | Time: 1642.06 ms [2021-06-13 21:06:38 main:581] : INFO : Epoch 1597 | loss: 0.0310676 | val_loss: 0.0311171 | Time: 1657.64 ms [2021-06-13 21:06:39 main:581] : INFO : Epoch 1598 | loss: 0.0310658 | val_loss: 0.0311108 | Time: 1648.68 ms [2021-06-13 21:06:41 main:581] : INFO : Epoch 1599 | loss: 0.0310646 | val_loss: 0.0311182 | Time: 1646.01 ms [2021-06-13 21:06:42 main:581] : INFO : Epoch 1600 | loss: 0.0310638 | val_loss: 0.0311228 | Time: 1648.09 ms [2021-06-13 21:06:44 main:581] : INFO : Epoch 1601 | loss: 0.0310694 | val_loss: 0.0311169 | Time: 1644.25 ms [2021-06-13 21:06:46 main:581] : INFO : Epoch 1602 | loss: 0.0310727 | val_loss: 0.0311082 | Time: 1667.12 ms [2021-06-13 21:06:47 main:581] : INFO : Epoch 1603 | loss: 0.0310683 | val_loss: 0.0311123 | Time: 1665.41 ms [2021-06-13 21:06:49 main:581] : INFO : Epoch 1604 | loss: 0.0310666 | val_loss: 0.0311139 | Time: 1667.77 ms [2021-06-13 21:06:51 main:581] : INFO : Epoch 1605 | loss: 0.0310705 | val_loss: 0.0311144 | Time: 1667.67 ms [2021-06-13 21:06:52 main:581] : INFO : Epoch 1606 | loss: 0.0310848 | val_loss: 0.0311204 | Time: 1671.94 ms [2021-06-13 21:06:54 main:581] : INFO : Epoch 1607 | loss: 0.031076 | val_loss: 0.0311089 | Time: 1672 ms [2021-06-13 21:06:56 main:581] : INFO : Epoch 1608 | loss: 0.0310754 | val_loss: 0.0311136 | Time: 1663.73 ms [2021-06-13 21:06:57 main:581] : INFO : Epoch 1609 | loss: 0.0310687 | val_loss: 0.0311151 | Time: 1639.17 ms [2021-06-13 21:06:59 main:581] : INFO : Epoch 1610 | loss: 0.0310718 | val_loss: 0.0311091 | Time: 1625.51 ms [2021-06-13 21:07:01 main:581] : INFO : Epoch 1611 | loss: 0.0310753 | val_loss: 0.0311118 | Time: 1664.32 ms [2021-06-13 21:07:02 main:581] : INFO : Epoch 1612 | loss: 0.0310724 | val_loss: 0.0311121 | Time: 1645.99 ms [2021-06-13 21:07:04 main:581] : INFO : Epoch 1613 | loss: 0.0310699 | val_loss: 0.0311098 | Time: 1614.17 ms [2021-06-13 21:07:06 main:581] : INFO : Epoch 1614 | loss: 0.031066 | val_loss: 0.0311067 | Time: 1625.1 ms [2021-06-13 21:07:07 main:581] : INFO : Epoch 1615 | loss: 0.0310644 | val_loss: 0.0311123 | Time: 1623.3 ms [2021-06-13 21:07:09 main:581] : INFO : Epoch 1616 | loss: 0.0310628 | val_loss: 0.0311136 | Time: 1648.04 ms [2021-06-13 21:07:10 main:581] : INFO : Epoch 1617 | loss: 0.031061 | val_loss: 0.0311077 | Time: 1638.22 ms [2021-06-13 21:07:12 main:581] : INFO : Epoch 1618 | loss: 0.0310607 | val_loss: 0.0311188 | Time: 1636.65 ms [2021-06-13 21:07:14 main:581] : INFO : Epoch 1619 | loss: 0.0310613 | val_loss: 0.0311085 | Time: 1627.89 ms [2021-06-13 21:07:15 main:581] : INFO : Epoch 1620 | loss: 0.0310638 | val_loss: 0.0311082 | Time: 1635.81 ms [2021-06-13 21:07:17 main:581] : INFO : Epoch 1621 | loss: 0.0310603 | val_loss: 0.0311148 | Time: 1634.66 ms [2021-06-13 21:07:19 main:581] : INFO : Epoch 1622 | loss: 0.0310597 | val_loss: 0.0311169 | Time: 1633.31 ms [2021-06-13 21:07:20 main:581] : INFO : Epoch 1623 | loss: 0.0310596 | val_loss: 0.0311133 | Time: 1654.35 ms [2021-06-13 21:07:22 main:581] : INFO : Epoch 1624 | loss: 0.0310641 | val_loss: 0.0311047 | Time: 1663.53 ms [2021-06-13 21:07:24 main:581] : INFO : Epoch 1625 | loss: 0.0310723 | val_loss: 0.0311073 | Time: 1658.02 ms [2021-06-13 21:07:25 main:581] : INFO : Epoch 1626 | loss: 0.0310659 | val_loss: 0.0311177 | Time: 1652.62 ms [2021-06-13 21:07:27 main:581] : INFO : Epoch 1627 | loss: 0.0310636 | val_loss: 0.0311075 | Time: 1643.3 ms [2021-06-13 21:07:29 main:581] : INFO : Epoch 1628 | loss: 0.0310633 | val_loss: 0.031126 | Time: 1640.38 ms [2021-06-13 21:07:30 main:581] : INFO : Epoch 1629 | loss: 0.031069 | val_loss: 0.0311201 | Time: 1627.51 ms [2021-06-13 21:07:32 main:581] : INFO : Epoch 1630 | loss: 0.0310703 | val_loss: 0.0311148 | Time: 1633.24 ms [2021-06-13 21:07:33 main:581] : INFO : Epoch 1631 | loss: 0.0310684 | val_loss: 0.0311139 | Time: 1636.01 ms [2021-06-13 21:07:35 main:581] : INFO : Epoch 1632 | loss: 0.0310685 | val_loss: 0.0311013 | Time: 1636.57 ms [2021-06-13 21:07:37 main:581] : INFO : Epoch 1633 | loss: 0.0310889 | val_loss: 0.0311189 | Time: 1646.7 ms [2021-06-13 21:07:38 main:581] : INFO : Epoch 1634 | loss: 0.0310929 | val_loss: 0.0311032 | Time: 1642.26 ms [2021-06-13 21:07:40 main:581] : INFO : Epoch 1635 | loss: 0.031084 | val_loss: 0.0311089 | Time: 1636.7 ms [2021-06-13 21:07:42 main:581] : INFO : Epoch 1636 | loss: 0.031081 | val_loss: 0.0311108 | Time: 1648.22 ms [2021-06-13 21:07:43 main:581] : INFO : Epoch 1637 | loss: 0.0310771 | val_loss: 0.0311037 | Time: 1650.18 ms [2021-06-13 21:07:45 main:581] : INFO : Epoch 1638 | loss: 0.0310777 | val_loss: 0.0311151 | Time: 1644.22 ms [2021-06-13 21:07:47 main:581] : INFO : Epoch 1639 | loss: 0.0314262 | val_loss: 0.0398318 | Time: 1650.12 ms [2021-06-13 21:07:48 main:581] : INFO : Epoch 1640 | loss: 0.0342317 | val_loss: 0.0347143 | Time: 1644.35 ms [2021-06-13 21:07:50 main:581] : INFO : Epoch 1641 | loss: 0.0322424 | val_loss: 0.0314058 | Time: 1639.62 ms [2021-06-13 21:07:52 main:581] : INFO : Epoch 1642 | loss: 0.0313383 | val_loss: 0.0312545 | Time: 1644.54 ms [2021-06-13 21:07:53 main:581] : INFO : Epoch 1643 | loss: 0.0312003 | val_loss: 0.0311459 | Time: 1648.67 ms [2021-06-13 21:07:55 main:581] : INFO : Epoch 1644 | loss: 0.0311073 | val_loss: 0.0311014 | Time: 1642.93 ms [2021-06-13 21:07:57 main:581] : INFO : Epoch 1645 | loss: 0.0310802 | val_loss: 0.031102 | Time: 1648.87 ms [2021-06-13 21:07:58 main:581] : INFO : Epoch 1646 | loss: 0.0310736 | val_loss: 0.0311077 | Time: 1647.65 ms [2021-06-13 21:08:00 main:581] : INFO : Epoch 1647 | loss: 0.0310724 | val_loss: 0.0311121 | Time: 1628.82 ms [2021-06-13 21:08:01 main:581] : INFO : Epoch 1648 | loss: 0.0310754 | val_loss: 0.0311032 | Time: 1641.89 ms [2021-06-13 21:08:03 main:581] : INFO : Epoch 1649 | loss: 0.0310766 | val_loss: 0.0311004 | Time: 1649.91 ms [2021-06-13 21:08:05 main:581] : INFO : Epoch 1650 | loss: 0.0310754 | val_loss: 0.0311074 | Time: 1635.33 ms [2021-06-13 21:08:06 main:581] : INFO : Epoch 1651 | loss: 0.0310769 | val_loss: 0.0311092 | Time: 1662.8 ms [2021-06-13 21:08:08 main:581] : INFO : Epoch 1652 | loss: 0.031072 | val_loss: 0.0311017 | Time: 1662.93 ms [2021-06-13 21:08:10 main:581] : INFO : Epoch 1653 | loss: 0.0310704 | val_loss: 0.0311035 | Time: 1684.99 ms [2021-06-13 21:08:11 main:581] : INFO : Epoch 1654 | loss: 0.0310702 | val_loss: 0.0310994 | Time: 1662.05 ms [2021-06-13 21:08:13 main:581] : INFO : Epoch 1655 | loss: 0.0310692 | val_loss: 0.0311017 | Time: 1696.29 ms [2021-06-13 21:08:15 main:581] : INFO : Epoch 1656 | loss: 0.0310684 | val_loss: 0.0310971 | Time: 1693.06 ms [2021-06-13 21:08:16 main:581] : INFO : Epoch 1657 | loss: 0.0310668 | val_loss: 0.0311047 | Time: 1707.56 ms [2021-06-13 21:08:18 main:581] : INFO : Epoch 1658 | loss: 0.031065 | val_loss: 0.0311023 | Time: 1680.5 ms [2021-06-13 21:08:20 main:581] : INFO : Epoch 1659 | loss: 0.0310651 | val_loss: 0.0311028 | Time: 1682.77 ms [2021-06-13 21:08:22 main:581] : INFO : Epoch 1660 | loss: 0.0310646 | val_loss: 0.0311046 | Time: 1694.87 ms [2021-06-13 21:08:23 main:581] : INFO : Epoch 1661 | loss: 0.0310641 | val_loss: 0.0310957 | Time: 1696.93 ms [2021-06-13 21:08:25 main:581] : INFO : Epoch 1662 | loss: 0.031063 | val_loss: 0.0310978 | Time: 1706.59 ms [2021-06-13 21:08:27 main:581] : INFO : Epoch 1663 | loss: 0.0310623 | val_loss: 0.0310975 | Time: 1685.5 ms [2021-06-13 21:08:28 main:581] : INFO : Epoch 1664 | loss: 0.0310622 | val_loss: 0.0311113 | Time: 1683.63 ms [2021-06-13 21:08:30 main:581] : INFO : Epoch 1665 | loss: 0.031063 | val_loss: 0.0311044 | Time: 1677.34 ms [2021-06-13 21:08:32 main:581] : INFO : Epoch 1666 | loss: 0.0310625 | val_loss: 0.0311061 | Time: 1683 ms [2021-06-13 21:08:33 main:581] : INFO : Epoch 1667 | loss: 0.0310645 | val_loss: 0.0311024 | Time: 1687.03 ms [2021-06-13 21:08:35 main:581] : INFO : Epoch 1668 | loss: 0.0310647 | val_loss: 0.0311157 | Time: 1664.84 ms [2021-06-13 21:08:37 main:581] : INFO : Epoch 1669 | loss: 0.0310725 | val_loss: 0.0311108 | Time: 1683.18 ms [2021-06-13 21:08:38 main:581] : INFO : Epoch 1670 | loss: 0.031068 | val_loss: 0.0311101 | Time: 1666.1 ms [2021-06-13 21:08:40 main:581] : INFO : Epoch 1671 | loss: 0.0310638 | val_loss: 0.0311069 | Time: 1646.35 ms [2021-06-13 21:08:42 main:581] : INFO : Epoch 1672 | loss: 0.0310654 | val_loss: 0.0311118 | Time: 1681.93 ms [2021-06-13 21:08:43 main:581] : INFO : Epoch 1673 | loss: 0.0310652 | val_loss: 0.0311035 | Time: 1690.08 ms [2021-06-13 21:08:45 main:581] : INFO : Epoch 1674 | loss: 0.0310688 | val_loss: 0.0311101 | Time: 1670.27 ms [2021-06-13 21:08:47 main:581] : INFO : Epoch 1675 | loss: 0.031074 | val_loss: 0.0311154 | Time: 1674.32 ms [2021-06-13 21:08:48 main:581] : INFO : Epoch 1676 | loss: 0.0310675 | val_loss: 0.0311061 | Time: 1665.91 ms [2021-06-13 21:08:50 main:581] : INFO : Epoch 1677 | loss: 0.0310632 | val_loss: 0.0311042 | Time: 1693.57 ms [2021-06-13 21:08:52 main:581] : INFO : Epoch 1678 | loss: 0.0310624 | val_loss: 0.0311039 | Time: 1665.18 ms [2021-06-13 21:08:53 main:581] : INFO : Epoch 1679 | loss: 0.0310633 | val_loss: 0.0311067 | Time: 1691.58 ms [2021-06-13 21:08:55 main:581] : INFO : Epoch 1680 | loss: 0.0310667 | val_loss: 0.031108 | Time: 1682.28 ms [2021-06-13 21:08:57 main:581] : INFO : Epoch 1681 | loss: 0.0310691 | val_loss: 0.0311007 | Time: 1693.02 ms [2021-06-13 21:08:59 main:581] : INFO : Epoch 1682 | loss: 0.0310718 | val_loss: 0.0311146 | Time: 1690.96 ms [2021-06-13 21:09:00 main:581] : INFO : Epoch 1683 | loss: 0.0310685 | val_loss: 0.0311147 | Time: 1652.26 ms [2021-06-13 21:09:02 main:581] : INFO : Epoch 1684 | loss: 0.0310652 | val_loss: 0.0311073 | Time: 1687.95 ms [2021-06-13 21:09:04 main:581] : INFO : Epoch 1685 | loss: 0.0310626 | val_loss: 0.0311115 | Time: 1692.26 ms [2021-06-13 21:09:05 main:581] : INFO : Epoch 1686 | loss: 0.0310605 | val_loss: 0.0311047 | Time: 1666.27 ms [2021-06-13 21:09:07 main:581] : INFO : Epoch 1687 | loss: 0.0310622 | val_loss: 0.0311047 | Time: 1685.53 ms [2021-06-13 21:09:09 main:581] : INFO : Epoch 1688 | loss: 0.0310622 | val_loss: 0.0311045 | Time: 1684.72 ms [2021-06-13 21:09:10 main:581] : INFO : Epoch 1689 | loss: 0.0310611 | val_loss: 0.0311038 | Time: 1696.51 ms [2021-06-13 21:09:12 main:581] : INFO : Epoch 1690 | loss: 0.0310598 | val_loss: 0.031111 | Time: 1678.5 ms [2021-06-13 21:09:14 main:581] : INFO : Epoch 1691 | loss: 0.031059 | val_loss: 0.0311119 | Time: 1695.75 ms [2021-06-13 21:09:15 main:581] : INFO : Epoch 1692 | loss: 0.0310756 | val_loss: 0.0311098 | Time: 1654.49 ms [2021-06-13 21:09:17 main:581] : INFO : Epoch 1693 | loss: 0.0310846 | val_loss: 0.0311077 | Time: 1690.69 ms [2021-06-13 21:09:19 main:581] : INFO : Epoch 1694 | loss: 0.0310814 | val_loss: 0.0311184 | Time: 1690.29 ms [2021-06-13 21:09:20 main:581] : INFO : Epoch 1695 | loss: 0.0310761 | val_loss: 0.0311027 | Time: 1659.33 ms [2021-06-13 21:09:22 main:581] : INFO : Epoch 1696 | loss: 0.03107 | val_loss: 0.0311021 | Time: 1637.37 ms [2021-06-13 21:09:24 main:581] : INFO : Epoch 1697 | loss: 0.0310686 | val_loss: 0.0311061 | Time: 1636.58 ms [2021-06-13 21:09:25 main:581] : INFO : Epoch 1698 | loss: 0.0310673 | val_loss: 0.0311122 | Time: 1632.53 ms [2021-06-13 21:09:27 main:581] : INFO : Epoch 1699 | loss: 0.0310655 | val_loss: 0.0311001 | Time: 1641.22 ms [2021-06-13 21:09:29 main:581] : INFO : Epoch 1700 | loss: 0.0310611 | val_loss: 0.0311036 | Time: 1653.14 ms [2021-06-13 21:09:30 main:581] : INFO : Epoch 1701 | loss: 0.0310636 | val_loss: 0.0311061 | Time: 1665.97 ms [2021-06-13 21:09:32 main:581] : INFO : Epoch 1702 | loss: 0.0310659 | val_loss: 0.031115 | Time: 1699.21 ms [2021-06-13 21:09:34 main:581] : INFO : Epoch 1703 | loss: 0.0310638 | val_loss: 0.0310994 | Time: 1697.34 ms [2021-06-13 21:09:35 main:581] : INFO : Epoch 1704 | loss: 0.0310654 | val_loss: 0.031098 | Time: 1681.67 ms [2021-06-13 21:09:37 main:581] : INFO : Epoch 1705 | loss: 0.0310655 | val_loss: 0.0311018 | Time: 1681.36 ms [2021-06-13 21:09:39 main:581] : INFO : Epoch 1706 | loss: 0.0310636 | val_loss: 0.0310959 | Time: 1678.01 ms [2021-06-13 21:09:40 main:581] : INFO : Epoch 1707 | loss: 0.0310626 | val_loss: 0.0311023 | Time: 1653.86 ms [2021-06-13 21:09:42 main:581] : INFO : Epoch 1708 | loss: 0.0310629 | val_loss: 0.0311008 | Time: 1686.17 ms [2021-06-13 21:09:44 main:581] : INFO : Epoch 1709 | loss: 0.0310667 | val_loss: 0.031105 | Time: 1701.3 ms [2021-06-13 21:09:45 main:581] : INFO : Epoch 1710 | loss: 0.0310627 | val_loss: 0.0311072 | Time: 1703.94 ms [2021-06-13 21:09:47 main:581] : INFO : Epoch 1711 | loss: 0.0310645 | val_loss: 0.0311062 | Time: 1702.65 ms [2021-06-13 21:09:49 main:581] : INFO : Epoch 1712 | loss: 0.0310669 | val_loss: 0.0311119 | Time: 1689.58 ms [2021-06-13 21:09:51 main:581] : INFO : Epoch 1713 | loss: 0.0310638 | val_loss: 0.031101 | Time: 1699.68 ms [2021-06-13 21:09:52 main:581] : INFO : Epoch 1714 | loss: 0.0310619 | val_loss: 0.0310975 | Time: 1666.35 ms [2021-06-13 21:09:54 main:581] : INFO : Epoch 1715 | loss: 0.0310629 | val_loss: 0.0311018 | Time: 1659 ms [2021-06-13 21:09:56 main:581] : INFO : Epoch 1716 | loss: 0.0310662 | val_loss: 0.0310935 | Time: 1692.29 ms [2021-06-13 21:09:57 main:581] : INFO : Epoch 1717 | loss: 0.0310627 | val_loss: 0.0310984 | Time: 1672.84 ms [2021-06-13 21:09:59 main:581] : INFO : Epoch 1718 | loss: 0.0310611 | val_loss: 0.0310983 | Time: 1683.42 ms [2021-06-13 21:10:01 main:581] : INFO : Epoch 1719 | loss: 0.0310611 | val_loss: 0.0311042 | Time: 1688.71 ms [2021-06-13 21:10:02 main:581] : INFO : Epoch 1720 | loss: 0.0310659 | val_loss: 0.0311061 | Time: 1678.71 ms [2021-06-13 21:10:04 main:581] : INFO : Epoch 1721 | loss: 0.0310617 | val_loss: 0.031106 | Time: 1680.84 ms [2021-06-13 21:10:06 main:581] : INFO : Epoch 1722 | loss: 0.0310576 | val_loss: 0.031105 | Time: 1684.04 ms [2021-06-13 21:10:07 main:581] : INFO : Epoch 1723 | loss: 0.0310563 | val_loss: 0.0311068 | Time: 1741.37 ms [2021-06-13 21:10:09 main:581] : INFO : Epoch 1724 | loss: 0.0310559 | val_loss: 0.0311055 | Time: 1670.18 ms [2021-06-13 21:10:11 main:581] : INFO : Epoch 1725 | loss: 0.0310575 | val_loss: 0.03111 | Time: 1648.28 ms [2021-06-13 21:10:12 main:581] : INFO : Epoch 1726 | loss: 0.0310579 | val_loss: 0.031101 | Time: 1672.93 ms [2021-06-13 21:10:14 main:581] : INFO : Epoch 1727 | loss: 0.0310568 | val_loss: 0.0310998 | Time: 1675.61 ms [2021-06-13 21:10:16 main:581] : INFO : Epoch 1728 | loss: 0.0310589 | val_loss: 0.0311123 | Time: 1694.18 ms [2021-06-13 21:10:17 main:581] : INFO : Epoch 1729 | loss: 0.0310572 | val_loss: 0.0311068 | Time: 1676.55 ms [2021-06-13 21:10:19 main:581] : INFO : Epoch 1730 | loss: 0.0310631 | val_loss: 0.031103 | Time: 1686.47 ms [2021-06-13 21:10:21 main:581] : INFO : Epoch 1731 | loss: 0.0310629 | val_loss: 0.0311073 | Time: 1693.54 ms [2021-06-13 21:10:22 main:581] : INFO : Epoch 1732 | loss: 0.0310574 | val_loss: 0.0311118 | Time: 1679.93 ms [2021-06-13 21:10:24 main:581] : INFO : Epoch 1733 | loss: 0.0310582 | val_loss: 0.0311135 | Time: 1681.97 ms [2021-06-13 21:10:26 main:581] : INFO : Epoch 1734 | loss: 0.0310565 | val_loss: 0.0311114 | Time: 1691.02 ms [2021-06-13 21:10:28 main:581] : INFO : Epoch 1735 | loss: 0.031055 | val_loss: 0.0311132 | Time: 1683.8 ms [2021-06-13 21:10:29 main:581] : INFO : Epoch 1736 | loss: 0.0310581 | val_loss: 0.0311056 | Time: 1692.46 ms [2021-06-13 21:10:31 main:581] : INFO : Epoch 1737 | loss: 0.031056 | val_loss: 0.0311155 | Time: 1686.5 ms [2021-06-13 21:10:33 main:581] : INFO : Epoch 1738 | loss: 0.031057 | val_loss: 0.0311017 | Time: 1686.87 ms [2021-06-13 21:10:34 main:581] : INFO : Epoch 1739 | loss: 0.031059 | val_loss: 0.0311159 | Time: 1680.17 ms [2021-06-13 21:10:36 main:581] : INFO : Epoch 1740 | loss: 0.0310609 | val_loss: 0.031117 | Time: 1682.71 ms [2021-06-13 21:10:38 main:581] : INFO : Epoch 1741 | loss: 0.0310622 | val_loss: 0.0311069 | Time: 1684.03 ms [2021-06-13 21:10:39 main:581] : INFO : Epoch 1742 | loss: 0.0310646 | val_loss: 0.031112 | Time: 1688.83 ms [2021-06-13 21:10:41 main:581] : INFO : Epoch 1743 | loss: 0.0310649 | val_loss: 0.0311168 | Time: 1697.31 ms [2021-06-13 21:10:43 main:581] : INFO : Epoch 1744 | loss: 0.0310609 | val_loss: 0.031107 | Time: 1702.68 ms [2021-06-13 21:10:44 main:581] : INFO : Epoch 1745 | loss: 0.031057 | val_loss: 0.0311061 | Time: 1648.17 ms [2021-06-13 21:10:46 main:581] : INFO : Epoch 1746 | loss: 0.0310552 | val_loss: 0.0311124 | Time: 1801.08 ms [2021-06-13 21:10:48 main:581] : INFO : Epoch 1747 | loss: 0.0310547 | val_loss: 0.0311024 | Time: 1780.28 ms [2021-06-13 21:10:50 main:581] : INFO : Epoch 1748 | loss: 0.031056 | val_loss: 0.0311117 | Time: 1701.9 ms [2021-06-13 21:10:51 main:581] : INFO : Epoch 1749 | loss: 0.0310578 | val_loss: 0.0311154 | Time: 1683.85 ms [2021-06-13 21:10:53 main:581] : INFO : Epoch 1750 | loss: 0.0310588 | val_loss: 0.0311046 | Time: 1684.06 ms [2021-06-13 21:10:55 main:581] : INFO : Epoch 1751 | loss: 0.0310622 | val_loss: 0.0311022 | Time: 1642.56 ms [2021-06-13 21:10:56 main:581] : INFO : Epoch 1752 | loss: 0.0310604 | val_loss: 0.0311083 | Time: 1678.89 ms [2021-06-13 21:10:58 main:581] : INFO : Epoch 1753 | loss: 0.0310621 | val_loss: 0.0311063 | Time: 1682.58 ms [2021-06-13 21:11:00 main:581] : INFO : Epoch 1754 | loss: 0.0310751 | val_loss: 0.0311126 | Time: 1679.55 ms [2021-06-13 21:11:01 main:581] : INFO : Epoch 1755 | loss: 0.0310838 | val_loss: 0.0311189 | Time: 1654.85 ms [2021-06-13 21:11:03 main:581] : INFO : Epoch 1756 | loss: 0.0310811 | val_loss: 0.031112 | Time: 1653 ms [2021-06-13 21:11:05 main:581] : INFO : Epoch 1757 | loss: 0.031068 | val_loss: 0.0311126 | Time: 1646.81 ms [2021-06-13 21:11:06 main:581] : INFO : Epoch 1758 | loss: 0.0310712 | val_loss: 0.0311147 | Time: 1692.73 ms [2021-06-13 21:11:08 main:581] : INFO : Epoch 1759 | loss: 0.0310695 | val_loss: 0.0311126 | Time: 1678.45 ms [2021-06-13 21:11:10 main:581] : INFO : Epoch 1760 | loss: 0.031066 | val_loss: 0.0311078 | Time: 1678.68 ms [2021-06-13 21:11:11 main:581] : INFO : Epoch 1761 | loss: 0.0310644 | val_loss: 0.0311092 | Time: 1695.47 ms [2021-06-13 21:11:13 main:581] : INFO : Epoch 1762 | loss: 0.0310631 | val_loss: 0.0311186 | Time: 1696.21 ms [2021-06-13 21:11:15 main:581] : INFO : Epoch 1763 | loss: 0.0310599 | val_loss: 0.031114 | Time: 1717.73 ms [2021-06-13 21:11:16 main:581] : INFO : Epoch 1764 | loss: 0.0310576 | val_loss: 0.0311044 | Time: 1675 ms [2021-06-13 21:11:18 main:581] : INFO : Epoch 1765 | loss: 0.0310576 | val_loss: 0.0311022 | Time: 1668.74 ms [2021-06-13 21:11:20 main:581] : INFO : Epoch 1766 | loss: 0.0310585 | val_loss: 0.0311068 | Time: 1640.99 ms [2021-06-13 21:11:21 main:581] : INFO : Epoch 1767 | loss: 0.0310579 | val_loss: 0.031115 | Time: 1639.54 ms [2021-06-13 21:11:23 main:581] : INFO : Epoch 1768 | loss: 0.0310605 | val_loss: 0.0311128 | Time: 1670.57 ms [2021-06-13 21:11:25 main:581] : INFO : Epoch 1769 | loss: 0.031058 | val_loss: 0.0311129 | Time: 1684.64 ms [2021-06-13 21:11:26 main:581] : INFO : Epoch 1770 | loss: 0.0310644 | val_loss: 0.0311084 | Time: 1696.89 ms [2021-06-13 21:11:28 main:581] : INFO : Epoch 1771 | loss: 0.0310744 | val_loss: 0.0311113 | Time: 1693.41 ms [2021-06-13 21:11:30 main:581] : INFO : Epoch 1772 | loss: 0.0310689 | val_loss: 0.0311048 | Time: 1698.24 ms [2021-06-13 21:11:32 main:581] : INFO : Epoch 1773 | loss: 0.031064 | val_loss: 0.0311053 | Time: 1678.45 ms [2021-06-13 21:11:33 main:581] : INFO : Epoch 1774 | loss: 0.0310632 | val_loss: 0.0311102 | Time: 1687.21 ms [2021-06-13 21:11:35 main:581] : INFO : Epoch 1775 | loss: 0.0310612 | val_loss: 0.0311105 | Time: 1663.2 ms [2021-06-13 21:11:37 main:581] : INFO : Epoch 1776 | loss: 0.0310578 | val_loss: 0.031108 | Time: 1671.48 ms [2021-06-13 21:11:38 main:581] : INFO : Epoch 1777 | loss: 0.0310583 | val_loss: 0.0311053 | Time: 1723.29 ms [2021-06-13 21:11:40 main:581] : INFO : Epoch 1778 | loss: 0.0310589 | val_loss: 0.0311054 | Time: 1701.06 ms [2021-06-13 21:11:42 main:581] : INFO : Epoch 1779 | loss: 0.0310604 | val_loss: 0.0311092 | Time: 1709.81 ms [2021-06-13 21:11:43 main:581] : INFO : Epoch 1780 | loss: 0.0310587 | val_loss: 0.0311038 | Time: 1696.88 ms [2021-06-13 21:11:45 main:581] : INFO : Epoch 1781 | loss: 0.0310578 | val_loss: 0.0311049 | Time: 1699.13 ms [2021-06-13 21:11:47 main:581] : INFO : Epoch 1782 | loss: 0.0310587 | val_loss: 0.0311065 | Time: 1680.06 ms [2021-06-13 21:11:49 main:581] : INFO : Epoch 1783 | loss: 0.0310567 | val_loss: 0.0311141 | Time: 1708.17 ms [2021-06-13 21:11:50 main:581] : INFO : Epoch 1784 | loss: 0.0310586 | val_loss: 0.0311092 | Time: 1711.52 ms [2021-06-13 21:11:52 main:581] : INFO : Epoch 1785 | loss: 0.0310612 | val_loss: 0.0311142 | Time: 1705.79 ms [2021-06-13 21:11:54 main:581] : INFO : Epoch 1786 | loss: 0.0310684 | val_loss: 0.0311139 | Time: 1692.88 ms [2021-06-13 21:11:55 main:581] : INFO : Epoch 1787 | loss: 0.0310635 | val_loss: 0.0311183 | Time: 1655.96 ms [2021-06-13 21:11:57 main:581] : INFO : Epoch 1788 | loss: 0.0310592 | val_loss: 0.0311092 | Time: 1671.3 ms [2021-06-13 21:11:59 main:581] : INFO : Epoch 1789 | loss: 0.0310595 | val_loss: 0.0311113 | Time: 1680.89 ms [2021-06-13 21:12:00 main:581] : INFO : Epoch 1790 | loss: 0.0310743 | val_loss: 0.0311172 | Time: 1670.75 ms [2021-06-13 21:12:02 main:581] : INFO : Epoch 1791 | loss: 0.0310932 | val_loss: 0.0311201 | Time: 1663.17 ms [2021-06-13 21:12:04 main:581] : INFO : Epoch 1792 | loss: 0.0310855 | val_loss: 0.0311183 | Time: 1698.35 ms [2021-06-13 21:12:05 main:581] : INFO : Epoch 1793 | loss: 0.0310832 | val_loss: 0.0311145 | Time: 1685.28 ms [2021-06-13 21:12:07 main:581] : INFO : Epoch 1794 | loss: 0.0310766 | val_loss: 0.0311115 | Time: 1683.58 ms [2021-06-13 21:12:09 main:581] : INFO : Epoch 1795 | loss: 0.0310723 | val_loss: 0.0311119 | Time: 1683.91 ms [2021-06-13 21:12:10 main:581] : INFO : Epoch 1796 | loss: 0.0310758 | val_loss: 0.0311158 | Time: 1682.52 ms [2021-06-13 21:12:12 main:581] : INFO : Epoch 1797 | loss: 0.0311052 | val_loss: 0.0311224 | Time: 1704.05 ms [2021-06-13 21:12:14 main:581] : INFO : Epoch 1798 | loss: 0.0311137 | val_loss: 0.0311161 | Time: 1684.31 ms [2021-06-13 21:12:15 main:581] : INFO : Epoch 1799 | loss: 0.0311115 | val_loss: 0.031117 | Time: 1678.32 ms [2021-06-13 21:12:17 main:581] : INFO : Epoch 1800 | loss: 0.0311018 | val_loss: 0.0311133 | Time: 1662.72 ms [2021-06-13 21:12:19 main:581] : INFO : Epoch 1801 | loss: 0.031097 | val_loss: 0.0311136 | Time: 1622.52 ms [2021-06-13 21:12:20 main:581] : INFO : Epoch 1802 | loss: 0.03109 | val_loss: 0.0311087 | Time: 1704.6 ms [2021-06-13 21:12:22 main:581] : INFO : Epoch 1803 | loss: 0.0310876 | val_loss: 0.0311058 | Time: 1685.3 ms [2021-06-13 21:12:24 main:581] : INFO : Epoch 1804 | loss: 0.0310847 | val_loss: 0.0311054 | Time: 1683.93 ms [2021-06-13 21:12:26 main:581] : INFO : Epoch 1805 | loss: 0.031083 | val_loss: 0.0311056 | Time: 1677.58 ms [2021-06-13 21:12:27 main:581] : INFO : Epoch 1806 | loss: 0.0310807 | val_loss: 0.0311032 | Time: 1694.94 ms [2021-06-13 21:12:29 main:581] : INFO : Epoch 1807 | loss: 0.031077 | val_loss: 0.0311074 | Time: 1710.3 ms [2021-06-13 21:12:31 main:581] : INFO : Epoch 1808 | loss: 0.0310751 | val_loss: 0.0311076 | Time: 1682.3 ms [2021-06-13 21:12:32 main:581] : INFO : Epoch 1809 | loss: 0.0310744 | val_loss: 0.0311094 | Time: 1700.17 ms [2021-06-13 21:12:34 main:581] : INFO : Epoch 1810 | loss: 0.0310719 | val_loss: 0.0311033 | Time: 1683.27 ms [2021-06-13 21:12:36 main:581] : INFO : Epoch 1811 | loss: 0.0310721 | val_loss: 0.0311105 | Time: 1684.55 ms [2021-06-13 21:12:37 main:581] : INFO : Epoch 1812 | loss: 0.0310707 | val_loss: 0.0311088 | Time: 1684.37 ms [2021-06-13 21:12:39 main:581] : INFO : Epoch 1813 | loss: 0.0310857 | val_loss: 0.0311096 | Time: 1681.48 ms [2021-06-13 21:12:41 main:581] : INFO : Epoch 1814 | loss: 0.0310797 | val_loss: 0.0311097 | Time: 1683.52 ms [2021-06-13 21:12:42 main:581] : INFO : Epoch 1815 | loss: 0.0310731 | val_loss: 0.0311079 | Time: 1641.52 ms [2021-06-13 21:12:44 main:581] : INFO : Epoch 1816 | loss: 0.031073 | val_loss: 0.031108 | Time: 1704.46 ms [2021-06-13 21:12:46 main:581] : INFO : Epoch 1817 | loss: 0.0310704 | val_loss: 0.0311195 | Time: 1697.35 ms [2021-06-13 21:12:47 main:581] : INFO : Epoch 1818 | loss: 0.031068 | val_loss: 0.0311143 | Time: 1675.5 ms [2021-06-13 21:12:49 main:581] : INFO : Epoch 1819 | loss: 0.031069 | val_loss: 0.0311154 | Time: 1686.46 ms [2021-06-13 21:12:51 main:581] : INFO : Epoch 1820 | loss: 0.0310712 | val_loss: 0.0311095 | Time: 1689.79 ms [2021-06-13 21:12:52 main:581] : INFO : Epoch 1821 | loss: 0.0310754 | val_loss: 0.0311066 | Time: 1676.05 ms [2021-06-13 21:12:54 main:581] : INFO : Epoch 1822 | loss: 0.0310745 | val_loss: 0.0311015 | Time: 1679.2 ms [2021-06-13 21:12:56 main:581] : INFO : Epoch 1823 | loss: 0.0310773 | val_loss: 0.0311027 | Time: 1646.42 ms [2021-06-13 21:12:57 main:581] : INFO : Epoch 1824 | loss: 0.0310719 | val_loss: 0.0311104 | Time: 1653.56 ms [2021-06-13 21:12:59 main:581] : INFO : Epoch 1825 | loss: 0.0310707 | val_loss: 0.031103 | Time: 1670.21 ms [2021-06-13 21:13:01 main:581] : INFO : Epoch 1826 | loss: 0.0311009 | val_loss: 0.0311061 | Time: 1686.71 ms [2021-06-13 21:13:02 main:581] : INFO : Epoch 1827 | loss: 0.0310828 | val_loss: 0.0311054 | Time: 1663.1 ms [2021-06-13 21:13:04 main:581] : INFO : Epoch 1828 | loss: 0.0310777 | val_loss: 0.0311077 | Time: 1659.8 ms [2021-06-13 21:13:06 main:581] : INFO : Epoch 1829 | loss: 0.0310738 | val_loss: 0.03112 | Time: 1671.63 ms [2021-06-13 21:13:07 main:581] : INFO : Epoch 1830 | loss: 0.0310714 | val_loss: 0.0311137 | Time: 1660.68 ms [2021-06-13 21:13:09 main:581] : INFO : Epoch 1831 | loss: 0.031067 | val_loss: 0.0311144 | Time: 1687.43 ms [2021-06-13 21:13:11 main:581] : INFO : Epoch 1832 | loss: 0.0310652 | val_loss: 0.0311087 | Time: 1685.27 ms [2021-06-13 21:13:12 main:581] : INFO : Epoch 1833 | loss: 0.0310655 | val_loss: 0.031104 | Time: 1647.04 ms [2021-06-13 21:13:14 main:581] : INFO : Epoch 1834 | loss: 0.0310692 | val_loss: 0.0311041 | Time: 1670.23 ms [2021-06-13 21:13:16 main:581] : INFO : Epoch 1835 | loss: 0.0310684 | val_loss: 0.031105 | Time: 1683.5 ms [2021-06-13 21:13:18 main:581] : INFO : Epoch 1836 | loss: 0.0310693 | val_loss: 0.0311055 | Time: 1656.93 ms [2021-06-13 21:13:19 main:581] : INFO : Epoch 1837 | loss: 0.0310643 | val_loss: 0.0311067 | Time: 1623.09 ms [2021-06-13 21:13:21 main:581] : INFO : Epoch 1838 | loss: 0.0310664 | val_loss: 0.0311071 | Time: 1646.64 ms [2021-06-13 21:13:22 main:581] : INFO : Epoch 1839 | loss: 0.0310689 | val_loss: 0.0311089 | Time: 1665.36 ms [2021-06-13 21:13:24 main:581] : INFO : Epoch 1840 | loss: 0.0310698 | val_loss: 0.0311168 | Time: 1656.06 ms [2021-06-13 21:13:26 main:581] : INFO : Epoch 1841 | loss: 0.0310695 | val_loss: 0.0311042 | Time: 1665.18 ms [2021-06-13 21:13:27 main:581] : INFO : Epoch 1842 | loss: 0.0310722 | val_loss: 0.0311085 | Time: 1641.09 ms [2021-06-13 21:13:29 main:581] : INFO : Epoch 1843 | loss: 0.0310701 | val_loss: 0.0311069 | Time: 1650.98 ms [2021-06-13 21:13:31 main:581] : INFO : Epoch 1844 | loss: 0.0310697 | val_loss: 0.031108 | Time: 1667.11 ms [2021-06-13 21:13:32 main:581] : INFO : Epoch 1845 | loss: 0.0310689 | val_loss: 0.031111 | Time: 1667.46 ms [2021-06-13 21:13:34 main:581] : INFO : Epoch 1846 | loss: 0.0310661 | val_loss: 0.0311081 | Time: 1678.68 ms [2021-06-13 21:13:36 main:581] : INFO : Epoch 1847 | loss: 0.0310649 | val_loss: 0.0311082 | Time: 1715.33 ms [2021-06-13 21:13:37 main:581] : INFO : Epoch 1848 | loss: 0.0310648 | val_loss: 0.0311114 | Time: 1680.97 ms [2021-06-13 21:13:39 main:581] : INFO : Epoch 1849 | loss: 0.0310629 | val_loss: 0.0311114 | Time: 1683.99 ms [2021-06-13 21:13:41 main:581] : INFO : Epoch 1850 | loss: 0.0310626 | val_loss: 0.0311036 | Time: 1651.48 ms [2021-06-13 21:13:42 main:581] : INFO : Epoch 1851 | loss: 0.0310627 | val_loss: 0.0311154 | Time: 1655.04 ms [2021-06-13 21:13:44 main:581] : INFO : Epoch 1852 | loss: 0.0310618 | val_loss: 0.0311103 | Time: 1630.37 ms [2021-06-13 21:13:46 main:581] : INFO : Epoch 1853 | loss: 0.0310697 | val_loss: 0.0311092 | Time: 1643.46 ms [2021-06-13 21:13:47 main:581] : INFO : Epoch 1854 | loss: 0.0310711 | val_loss: 0.0311206 | Time: 1650.15 ms [2021-06-13 21:13:49 main:581] : INFO : Epoch 1855 | loss: 0.0310776 | val_loss: 0.0311152 | Time: 1640.35 ms [2021-06-13 21:13:51 main:581] : INFO : Epoch 1856 | loss: 0.0310724 | val_loss: 0.0311167 | Time: 1630.47 ms [2021-06-13 21:13:52 main:581] : INFO : Epoch 1857 | loss: 0.0310731 | val_loss: 0.031118 | Time: 1646.03 ms [2021-06-13 21:13:54 main:581] : INFO : Epoch 1858 | loss: 0.031073 | val_loss: 0.0311124 | Time: 1684.13 ms [2021-06-13 21:13:56 main:581] : INFO : Epoch 1859 | loss: 0.0310799 | val_loss: 0.0311147 | Time: 1670.32 ms [2021-06-13 21:13:57 main:581] : INFO : Epoch 1860 | loss: 0.031081 | val_loss: 0.0311147 | Time: 1672.48 ms [2021-06-13 21:13:59 main:581] : INFO : Epoch 1861 | loss: 0.0310795 | val_loss: 0.0311135 | Time: 1642.92 ms [2021-06-13 21:14:01 main:581] : INFO : Epoch 1862 | loss: 0.0310762 | val_loss: 0.031116 | Time: 1658.86 ms [2021-06-13 21:14:02 main:581] : INFO : Epoch 1863 | loss: 0.0310732 | val_loss: 0.031117 | Time: 1683.79 ms [2021-06-13 21:14:04 main:581] : INFO : Epoch 1864 | loss: 0.0310756 | val_loss: 0.0311128 | Time: 1660.39 ms [2021-06-13 21:14:06 main:581] : INFO : Epoch 1865 | loss: 0.0310752 | val_loss: 0.0311052 | Time: 1671.41 ms [2021-06-13 21:14:07 main:581] : INFO : Epoch 1866 | loss: 0.0310703 | val_loss: 0.0311119 | Time: 1683.57 ms [2021-06-13 21:14:09 main:581] : INFO : Epoch 1867 | loss: 0.0310688 | val_loss: 0.0311104 | Time: 1700.94 ms [2021-06-13 21:14:11 main:581] : INFO : Epoch 1868 | loss: 0.0310689 | val_loss: 0.0311048 | Time: 1701.3 ms [2021-06-13 21:14:12 main:581] : INFO : Epoch 1869 | loss: 0.0310675 | val_loss: 0.0311107 | Time: 1652.55 ms [2021-06-13 21:14:14 main:581] : INFO : Epoch 1870 | loss: 0.0310664 | val_loss: 0.0311108 | Time: 1716.51 ms [2021-06-13 21:14:16 main:581] : INFO : Epoch 1871 | loss: 0.031068 | val_loss: 0.0311045 | Time: 1704.38 ms [2021-06-13 21:14:18 main:581] : INFO : Epoch 1872 | loss: 0.0310679 | val_loss: 0.0311068 | Time: 1712.71 ms [2021-06-13 21:14:19 main:581] : INFO : Epoch 1873 | loss: 0.0310639 | val_loss: 0.0311136 | Time: 1738.39 ms [2021-06-13 21:14:21 main:581] : INFO : Epoch 1874 | loss: 0.031065 | val_loss: 0.0311127 | Time: 1703.03 ms [2021-06-13 21:14:23 main:581] : INFO : Epoch 1875 | loss: 0.0310634 | val_loss: 0.0311086 | Time: 1720.08 ms [2021-06-13 21:14:24 main:581] : INFO : Epoch 1876 | loss: 0.0310651 | val_loss: 0.0311191 | Time: 1715.41 ms [2021-06-13 21:14:26 main:581] : INFO : Epoch 1877 | loss: 0.0310645 | val_loss: 0.0311162 | Time: 1662.24 ms [2021-06-13 21:14:28 main:581] : INFO : Epoch 1878 | loss: 0.0310645 | val_loss: 0.0311019 | Time: 1671.85 ms [2021-06-13 21:14:29 main:581] : INFO : Epoch 1879 | loss: 0.0310627 | val_loss: 0.0311108 | Time: 1653.24 ms [2021-06-13 21:14:31 main:581] : INFO : Epoch 1880 | loss: 0.031063 | val_loss: 0.0311152 | Time: 1658.68 ms [2021-06-13 21:14:33 main:581] : INFO : Epoch 1881 | loss: 0.0310601 | val_loss: 0.0311186 | Time: 1682.97 ms [2021-06-13 21:14:34 main:581] : INFO : Epoch 1882 | loss: 0.0310615 | val_loss: 0.0311081 | Time: 1674.55 ms [2021-06-13 21:14:36 main:581] : INFO : Epoch 1883 | loss: 0.0310657 | val_loss: 0.0311076 | Time: 1688.18 ms [2021-06-13 21:14:38 main:581] : INFO : Epoch 1884 | loss: 0.0310645 | val_loss: 0.0311151 | Time: 1671.7 ms [2021-06-13 21:14:39 main:581] : INFO : Epoch 1885 | loss: 0.0310625 | val_loss: 0.0311084 | Time: 1692.28 ms [2021-06-13 21:14:41 main:581] : INFO : Epoch 1886 | loss: 0.0310621 | val_loss: 0.0311097 | Time: 1687.64 ms [2021-06-13 21:14:43 main:581] : INFO : Epoch 1887 | loss: 0.0310641 | val_loss: 0.0311109 | Time: 1694.94 ms [2021-06-13 21:14:45 main:581] : INFO : Epoch 1888 | loss: 0.0310675 | val_loss: 0.0311033 | Time: 1675.2 ms [2021-06-13 21:14:46 main:581] : INFO : Epoch 1889 | loss: 0.0310657 | val_loss: 0.0311116 | Time: 1721.8 ms [2021-06-13 21:14:48 main:581] : INFO : Epoch 1890 | loss: 0.0310629 | val_loss: 0.0311123 | Time: 1676.76 ms [2021-06-13 21:14:50 main:581] : INFO : Epoch 1891 | loss: 0.0310622 | val_loss: 0.031113 | Time: 1674.61 ms [2021-06-13 21:14:51 main:581] : INFO : Epoch 1892 | loss: 0.0310646 | val_loss: 0.0311127 | Time: 1714.2 ms [2021-06-13 21:14:53 main:581] : INFO : Epoch 1893 | loss: 0.0310763 | val_loss: 0.0311166 | Time: 1706.54 ms [2021-06-13 21:14:55 main:581] : INFO : Epoch 1894 | loss: 0.0310795 | val_loss: 0.0311113 | Time: 1712.02 ms [2021-06-13 21:14:56 main:581] : INFO : Epoch 1895 | loss: 0.031076 | val_loss: 0.0311121 | Time: 1702.5 ms [2021-06-13 21:14:58 main:581] : INFO : Epoch 1896 | loss: 0.0310789 | val_loss: 0.0311136 | Time: 1688.81 ms [2021-06-13 21:15:00 main:581] : INFO : Epoch 1897 | loss: 0.0310753 | val_loss: 0.0311083 | Time: 1713.46 ms [2021-06-13 21:15:02 main:581] : INFO : Epoch 1898 | loss: 0.0310724 | val_loss: 0.0311088 | Time: 1741.13 ms [2021-06-13 21:15:03 main:581] : INFO : Epoch 1899 | loss: 0.0310709 | val_loss: 0.0311061 | Time: 1672.05 ms [2021-06-13 21:15:05 main:581] : INFO : Epoch 1900 | loss: 0.0310751 | val_loss: 0.0311212 | Time: 1638.97 ms [2021-06-13 21:15:07 main:581] : INFO : Epoch 1901 | loss: 0.031076 | val_loss: 0.0311061 | Time: 1703.03 ms [2021-06-13 21:15:08 main:581] : INFO : Epoch 1902 | loss: 0.0310746 | val_loss: 0.0311054 | Time: 1891.35 ms [2021-06-13 21:15:10 main:581] : INFO : Epoch 1903 | loss: 0.031069 | val_loss: 0.0311054 | Time: 1700.26 ms [2021-06-13 21:15:12 main:581] : INFO : Epoch 1904 | loss: 0.0310669 | val_loss: 0.0311135 | Time: 1688.1 ms [2021-06-13 21:15:14 main:581] : INFO : Epoch 1905 | loss: 0.0310672 | val_loss: 0.0311063 | Time: 1688.32 ms [2021-06-13 21:15:15 main:581] : INFO : Epoch 1906 | loss: 0.0310662 | val_loss: 0.031105 | Time: 1699.95 ms [2021-06-13 21:15:17 main:581] : INFO : Epoch 1907 | loss: 0.0310647 | val_loss: 0.0311099 | Time: 1688.02 ms [2021-06-13 21:15:19 main:581] : INFO : Epoch 1908 | loss: 0.0310654 | val_loss: 0.0311141 | Time: 1697.25 ms [2021-06-13 21:15:20 main:581] : INFO : Epoch 1909 | loss: 0.0310646 | val_loss: 0.0311058 | Time: 1647.36 ms [2021-06-13 21:15:22 main:581] : INFO : Epoch 1910 | loss: 0.0310647 | val_loss: 0.0311135 | Time: 1669.95 ms [2021-06-13 21:15:24 main:581] : INFO : Epoch 1911 | loss: 0.0310635 | val_loss: 0.0311032 | Time: 1675.75 ms [2021-06-13 21:15:25 main:581] : INFO : Epoch 1912 | loss: 0.031068 | val_loss: 0.0311069 | Time: 1636.5 ms [2021-06-13 21:15:27 main:581] : INFO : Epoch 1913 | loss: 0.0310684 | val_loss: 0.0311015 | Time: 1641.57 ms [2021-06-13 21:15:29 main:581] : INFO : Epoch 1914 | loss: 0.0310653 | val_loss: 0.0311061 | Time: 1635.6 ms [2021-06-13 21:15:30 main:581] : INFO : Epoch 1915 | loss: 0.0310632 | val_loss: 0.0311046 | Time: 1647.73 ms [2021-06-13 21:15:32 main:581] : INFO : Epoch 1916 | loss: 0.0310641 | val_loss: 0.0311078 | Time: 1646.8 ms [2021-06-13 21:15:33 main:581] : INFO : Epoch 1917 | loss: 0.0310631 | val_loss: 0.0311044 | Time: 1641.99 ms [2021-06-13 21:15:35 main:581] : INFO : Epoch 1918 | loss: 0.0310625 | val_loss: 0.0310998 | Time: 1650.62 ms [2021-06-13 21:15:37 main:581] : INFO : Epoch 1919 | loss: 0.0310612 | val_loss: 0.0311022 | Time: 1630.18 ms [2021-06-13 21:15:38 main:581] : INFO : Epoch 1920 | loss: 0.0310598 | val_loss: 0.0311029 | Time: 1646.12 ms [2021-06-13 21:15:40 main:581] : INFO : Epoch 1921 | loss: 0.0310576 | val_loss: 0.0311054 | Time: 1661.37 ms [2021-06-13 21:15:42 main:581] : INFO : Epoch 1922 | loss: 0.0310613 | val_loss: 0.0311053 | Time: 1661.76 ms [2021-06-13 21:15:43 main:581] : INFO : Epoch 1923 | loss: 0.0310617 | val_loss: 0.0311107 | Time: 1655.53 ms [2021-06-13 21:15:45 main:581] : INFO : Epoch 1924 | loss: 0.0310639 | val_loss: 0.031107 | Time: 1666.02 ms [2021-06-13 21:15:47 main:581] : INFO : Epoch 1925 | loss: 0.0310641 | val_loss: 0.0311132 | Time: 1647.43 ms [2021-06-13 21:15:48 main:581] : INFO : Epoch 1926 | loss: 0.0310623 | val_loss: 0.0311037 | Time: 1652.83 ms [2021-06-13 21:15:50 main:581] : INFO : Epoch 1927 | loss: 0.0310608 | val_loss: 0.0311024 | Time: 1647.45 ms [2021-06-13 21:15:52 main:581] : INFO : Epoch 1928 | loss: 0.0310589 | val_loss: 0.0311047 | Time: 1645.37 ms [2021-06-13 21:15:53 main:581] : INFO : Epoch 1929 | loss: 0.0310579 | val_loss: 0.0311009 | Time: 1646.49 ms [2021-06-13 21:15:55 main:581] : INFO : Epoch 1930 | loss: 0.0310574 | val_loss: 0.03112 | Time: 1609.62 ms [2021-06-13 21:15:57 main:581] : INFO : Epoch 1931 | loss: 0.0310568 | val_loss: 0.0311027 | Time: 1647.68 ms [2021-06-13 21:15:58 main:581] : INFO : Epoch 1932 | loss: 0.0310587 | val_loss: 0.0310947 | Time: 1654.48 ms [2021-06-13 21:16:00 main:581] : INFO : Epoch 1933 | loss: 0.0310646 | val_loss: 0.0311011 | Time: 1654.75 ms [2021-06-13 21:16:02 main:581] : INFO : Epoch 1934 | loss: 0.0310633 | val_loss: 0.0311052 | Time: 1636.16 ms [2021-06-13 21:16:03 main:581] : INFO : Epoch 1935 | loss: 0.0310705 | val_loss: 0.0311115 | Time: 1642.08 ms [2021-06-13 21:16:05 main:581] : INFO : Epoch 1936 | loss: 0.0310681 | val_loss: 0.0310996 | Time: 1626.49 ms [2021-06-13 21:16:06 main:581] : INFO : Epoch 1937 | loss: 0.0310647 | val_loss: 0.0311029 | Time: 1629.1 ms [2021-06-13 21:16:08 main:581] : INFO : Epoch 1938 | loss: 0.03106 | val_loss: 0.0311145 | Time: 1626.11 ms [2021-06-13 21:16:10 main:581] : INFO : Epoch 1939 | loss: 0.0310594 | val_loss: 0.0311085 | Time: 1624.93 ms [2021-06-13 21:16:11 main:581] : INFO : Epoch 1940 | loss: 0.0310564 | val_loss: 0.0311008 | Time: 1633.1 ms [2021-06-13 21:16:13 main:581] : INFO : Epoch 1941 | loss: 0.0310559 | val_loss: 0.0311088 | Time: 1640.14 ms [2021-06-13 21:16:15 main:581] : INFO : Epoch 1942 | loss: 0.0310575 | val_loss: 0.0311112 | Time: 1636.75 ms [2021-06-13 21:16:16 main:581] : INFO : Epoch 1943 | loss: 0.0310569 | val_loss: 0.0311073 | Time: 1654.9 ms [2021-06-13 21:16:18 main:581] : INFO : Epoch 1944 | loss: 0.031056 | val_loss: 0.0311052 | Time: 1651.08 ms [2021-06-13 21:16:20 main:581] : INFO : Epoch 1945 | loss: 0.031058 | val_loss: 0.0311032 | Time: 1632.72 ms [2021-06-13 21:16:21 main:581] : INFO : Epoch 1946 | loss: 0.0310588 | val_loss: 0.031105 | Time: 1639.3 ms [2021-06-13 21:16:23 main:581] : INFO : Epoch 1947 | loss: 0.0310623 | val_loss: 0.0310961 | Time: 1650.08 ms [2021-06-13 21:16:24 main:581] : INFO : Epoch 1948 | loss: 0.0310651 | val_loss: 0.0311057 | Time: 1634.57 ms [2021-06-13 21:16:26 main:581] : INFO : Epoch 1949 | loss: 0.0310766 | val_loss: 0.0311115 | Time: 1651.56 ms [2021-06-13 21:16:28 main:581] : INFO : Epoch 1950 | loss: 0.0310716 | val_loss: 0.0311082 | Time: 1644.22 ms [2021-06-13 21:16:29 main:581] : INFO : Epoch 1951 | loss: 0.0310656 | val_loss: 0.0311187 | Time: 1628.01 ms [2021-06-13 21:16:31 main:581] : INFO : Epoch 1952 | loss: 0.0310613 | val_loss: 0.0311049 | Time: 1647.43 ms [2021-06-13 21:16:33 main:581] : INFO : Epoch 1953 | loss: 0.0310636 | val_loss: 0.0311174 | Time: 1626.09 ms [2021-06-13 21:16:34 main:581] : INFO : Epoch 1954 | loss: 0.0310638 | val_loss: 0.0311033 | Time: 1641.7 ms [2021-06-13 21:16:36 main:581] : INFO : Epoch 1955 | loss: 0.0310627 | val_loss: 0.0311052 | Time: 1647.5 ms [2021-06-13 21:16:38 main:581] : INFO : Epoch 1956 | loss: 0.0310629 | val_loss: 0.031101 | Time: 1650.53 ms [2021-06-13 21:16:39 main:581] : INFO : Epoch 1957 | loss: 0.0310644 | val_loss: 0.0311042 | Time: 1649.12 ms [2021-06-13 21:16:41 main:581] : INFO : Epoch 1958 | loss: 0.0310639 | val_loss: 0.031103 | Time: 1657.29 ms [2021-06-13 21:16:43 main:581] : INFO : Epoch 1959 | loss: 0.0310624 | val_loss: 0.0311043 | Time: 1650.8 ms [2021-06-13 21:16:44 main:581] : INFO : Epoch 1960 | loss: 0.0310614 | val_loss: 0.0311057 | Time: 1652.85 ms [2021-06-13 21:16:46 main:581] : INFO : Epoch 1961 | loss: 0.0310624 | val_loss: 0.0311043 | Time: 1653.17 ms [2021-06-13 21:16:47 main:581] : INFO : Epoch 1962 | loss: 0.031062 | val_loss: 0.0311016 | Time: 1650.69 ms [2021-06-13 21:16:49 main:581] : INFO : Epoch 1963 | loss: 0.0310588 | val_loss: 0.0311057 | Time: 1655.96 ms [2021-06-13 21:16:51 main:581] : INFO : Epoch 1964 | loss: 0.0310586 | val_loss: 0.0311065 | Time: 1663.08 ms [2021-06-13 21:16:52 main:581] : INFO : Epoch 1965 | loss: 0.0310603 | val_loss: 0.0311024 | Time: 1645.52 ms [2021-06-13 21:16:54 main:581] : INFO : Epoch 1966 | loss: 0.0310639 | val_loss: 0.0311066 | Time: 1646.05 ms [2021-06-13 21:16:56 main:581] : INFO : Epoch 1967 | loss: 0.0310657 | val_loss: 0.0311136 | Time: 1666.58 ms [2021-06-13 21:16:57 main:581] : INFO : Epoch 1968 | loss: 0.0310753 | val_loss: 0.0311069 | Time: 1647.14 ms [2021-06-13 21:16:59 main:581] : INFO : Epoch 1969 | loss: 0.0310751 | val_loss: 0.0311134 | Time: 1652.76 ms [2021-06-13 21:17:01 main:581] : INFO : Epoch 1970 | loss: 0.0310739 | val_loss: 0.0311056 | Time: 1667.32 ms [2021-06-13 21:17:02 main:581] : INFO : Epoch 1971 | loss: 0.0310738 | val_loss: 0.0311056 | Time: 1650.32 ms [2021-06-13 21:17:04 main:581] : INFO : Epoch 1972 | loss: 0.0310715 | val_loss: 0.0311091 | Time: 1646.81 ms [2021-06-13 21:17:06 main:581] : INFO : Epoch 1973 | loss: 0.0310786 | val_loss: 0.0311017 | Time: 1636.23 ms [2021-06-13 21:17:07 main:581] : INFO : Epoch 1974 | loss: 0.031074 | val_loss: 0.0310993 | Time: 1644.46 ms [2021-06-13 21:17:09 main:581] : INFO : Epoch 1975 | loss: 0.0310702 | val_loss: 0.0311015 | Time: 1668.01 ms [2021-06-13 21:17:11 main:581] : INFO : Epoch 1976 | loss: 0.0310669 | val_loss: 0.0311049 | Time: 1645.01 ms [2021-06-13 21:17:12 main:581] : INFO : Epoch 1977 | loss: 0.0310653 | val_loss: 0.031101 | Time: 1630.72 ms [2021-06-13 21:17:14 main:581] : INFO : Epoch 1978 | loss: 0.0310653 | val_loss: 0.0310968 | Time: 1638.98 ms [2021-06-13 21:17:16 main:581] : INFO : Epoch 1979 | loss: 0.0310659 | val_loss: 0.0311027 | Time: 1649.03 ms [2021-06-13 21:17:17 main:581] : INFO : Epoch 1980 | loss: 0.0310875 | val_loss: 0.0311074 | Time: 1648.09 ms [2021-06-13 21:17:19 main:581] : INFO : Epoch 1981 | loss: 0.0310923 | val_loss: 0.0311085 | Time: 1653.79 ms [2021-06-13 21:17:20 main:581] : INFO : Epoch 1982 | loss: 0.0310874 | val_loss: 0.0311086 | Time: 1649.24 ms [2021-06-13 21:17:22 main:581] : INFO : Epoch 1983 | loss: 0.0310846 | val_loss: 0.0311083 | Time: 1653.74 ms [2021-06-13 21:17:24 main:581] : INFO : Epoch 1984 | loss: 0.0310868 | val_loss: 0.0311108 | Time: 1652.4 ms [2021-06-13 21:17:25 main:581] : INFO : Epoch 1985 | loss: 0.0310845 | val_loss: 0.031111 | Time: 1664.35 ms [2021-06-13 21:17:27 main:581] : INFO : Epoch 1986 | loss: 0.0310832 | val_loss: 0.0311166 | Time: 1665.07 ms [2021-06-13 21:17:29 main:581] : INFO : Epoch 1987 | loss: 0.0310809 | val_loss: 0.0311136 | Time: 1656.36 ms [2021-06-13 21:17:30 main:581] : INFO : Epoch 1988 | loss: 0.0310794 | val_loss: 0.0311083 | Time: 1655.06 ms [2021-06-13 21:17:32 main:581] : INFO : Epoch 1989 | loss: 0.0310759 | val_loss: 0.0311053 | Time: 1648.74 ms [2021-06-13 21:17:34 main:581] : INFO : Epoch 1990 | loss: 0.0310754 | val_loss: 0.0311061 | Time: 1629 ms [2021-06-13 21:17:35 main:581] : INFO : Epoch 1991 | loss: 0.0310737 | val_loss: 0.0311049 | Time: 1651.79 ms [2021-06-13 21:17:37 main:581] : INFO : Epoch 1992 | loss: 0.0310712 | val_loss: 0.0311054 | Time: 1648.49 ms [2021-06-13 21:17:39 main:581] : INFO : Epoch 1993 | loss: 0.0310686 | val_loss: 0.0311137 | Time: 1647.99 ms [2021-06-13 21:17:40 main:581] : INFO : Epoch 1994 | loss: 0.0310688 | val_loss: 0.0311138 | Time: 1638.73 ms [2021-06-13 21:17:42 main:581] : INFO : Epoch 1995 | loss: 0.0310664 | val_loss: 0.031106 | Time: 1640.01 ms [2021-06-13 21:17:44 main:581] : INFO : Epoch 1996 | loss: 0.031064 | val_loss: 0.0311053 | Time: 1643.17 ms [2021-06-13 21:17:45 main:581] : INFO : Epoch 1997 | loss: 0.0310635 | val_loss: 0.0311116 | Time: 1646.83 ms [2021-06-13 21:17:47 main:581] : INFO : Epoch 1998 | loss: 0.0310633 | val_loss: 0.0311095 | Time: 1649.18 ms [2021-06-13 21:17:49 main:581] : INFO : Epoch 1999 | loss: 0.0310652 | val_loss: 0.031108 | Time: 1646.89 ms [2021-06-13 21:17:50 main:581] : INFO : Epoch 2000 | loss: 0.0310693 | val_loss: 0.0311047 | Time: 1654.64 ms [2021-06-13 21:17:52 main:581] : INFO : Epoch 2001 | loss: 0.0310665 | val_loss: 0.0311092 | Time: 1648.33 ms [2021-06-13 21:17:53 main:581] : INFO : Epoch 2002 | loss: 0.0310659 | val_loss: 0.0311105 | Time: 1657.29 ms [2021-06-13 21:17:55 main:581] : INFO : Epoch 2003 | loss: 0.0310661 | val_loss: 0.0311081 | Time: 1677.98 ms [2021-06-13 21:17:57 main:581] : INFO : Epoch 2004 | loss: 0.0310664 | val_loss: 0.0311069 | Time: 1663.03 ms [2021-06-13 21:17:58 main:581] : INFO : Epoch 2005 | loss: 0.0310696 | val_loss: 0.0310998 | Time: 1651.67 ms [2021-06-13 21:18:00 main:581] : INFO : Epoch 2006 | loss: 0.0310655 | val_loss: 0.0311054 | Time: 1662.58 ms [2021-06-13 21:18:02 main:581] : INFO : Epoch 2007 | loss: 0.0310635 | val_loss: 0.0311055 | Time: 1648.16 ms [2021-06-13 21:18:03 main:581] : INFO : Epoch 2008 | loss: 0.0310605 | val_loss: 0.0311064 | Time: 1649.6 ms [2021-06-13 21:18:05 main:581] : INFO : Epoch 2009 | loss: 0.0310616 | val_loss: 0.0311031 | Time: 1651.38 ms [2021-06-13 21:18:07 main:581] : INFO : Epoch 2010 | loss: 0.0310646 | val_loss: 0.0311067 | Time: 1646.6 ms [2021-06-13 21:18:08 main:581] : INFO : Epoch 2011 | loss: 0.0310802 | val_loss: 0.0311076 | Time: 1644.06 ms [2021-06-13 21:18:10 main:581] : INFO : Epoch 2012 | loss: 0.0310791 | val_loss: 0.0311112 | Time: 1644.24 ms [2021-06-13 21:18:12 main:581] : INFO : Epoch 2013 | loss: 0.0310771 | val_loss: 0.0311095 | Time: 1636.48 ms [2021-06-13 21:18:13 main:581] : INFO : Epoch 2014 | loss: 0.0310764 | val_loss: 0.0311127 | Time: 1639.81 ms [2021-06-13 21:18:15 main:581] : INFO : Epoch 2015 | loss: 0.031075 | val_loss: 0.0311096 | Time: 1640.71 ms [2021-06-13 21:18:17 main:581] : INFO : Epoch 2016 | loss: 0.0310776 | val_loss: 0.0311045 | Time: 1639.03 ms [2021-06-13 21:18:18 main:581] : INFO : Epoch 2017 | loss: 0.0310786 | val_loss: 0.0311075 | Time: 1628.66 ms [2021-06-13 21:18:20 main:581] : INFO : Epoch 2018 | loss: 0.0310734 | val_loss: 0.0311113 | Time: 1644.74 ms [2021-06-13 21:18:22 main:581] : INFO : Epoch 2019 | loss: 0.0310707 | val_loss: 0.0311074 | Time: 1629.45 ms [2021-06-13 21:18:23 main:581] : INFO : Epoch 2020 | loss: 0.031068 | val_loss: 0.0311058 | Time: 1649.87 ms [2021-06-13 21:18:25 main:581] : INFO : Epoch 2021 | loss: 0.0310637 | val_loss: 0.0310996 | Time: 1649.37 ms [2021-06-13 21:18:26 main:581] : INFO : Epoch 2022 | loss: 0.0310601 | val_loss: 0.0311067 | Time: 1652.96 ms [2021-06-13 21:18:28 main:581] : INFO : Epoch 2023 | loss: 0.0310756 | val_loss: 0.0311103 | Time: 1646.14 ms [2021-06-13 21:18:30 main:581] : INFO : Epoch 2024 | loss: 0.0310735 | val_loss: 0.0311109 | Time: 1649.02 ms [2021-06-13 21:18:31 main:581] : INFO : Epoch 2025 | loss: 0.0310699 | val_loss: 0.0311121 | Time: 1655.66 ms [2021-06-13 21:18:33 main:581] : INFO : Epoch 2026 | loss: 0.0310679 | val_loss: 0.0311072 | Time: 1644.23 ms [2021-06-13 21:18:35 main:581] : INFO : Epoch 2027 | loss: 0.031073 | val_loss: 0.0311136 | Time: 1644.51 ms [2021-06-13 21:18:36 main:581] : INFO : Epoch 2028 | loss: 0.0310623 | val_loss: 0.0311087 | Time: 1648.97 ms [2021-06-13 21:18:38 main:581] : INFO : Epoch 2029 | loss: 0.0310631 | val_loss: 0.0311009 | Time: 1654.2 ms [2021-06-13 21:18:40 main:581] : INFO : Epoch 2030 | loss: 0.0310651 | val_loss: 0.0311042 | Time: 1638.58 ms [2021-06-13 21:18:41 main:581] : INFO : Epoch 2031 | loss: 0.0310609 | val_loss: 0.0311097 | Time: 1659.36 ms [2021-06-13 21:18:43 main:581] : INFO : Epoch 2032 | loss: 0.0310619 | val_loss: 0.0311032 | Time: 1651.26 ms [2021-06-13 21:18:45 main:581] : INFO : Epoch 2033 | loss: 0.0310595 | val_loss: 0.0311015 | Time: 1662.1 ms [2021-06-13 21:18:46 main:581] : INFO : Epoch 2034 | loss: 0.0310612 | val_loss: 0.031108 | Time: 1654.83 ms [2021-06-13 21:18:48 main:581] : INFO : Epoch 2035 | loss: 0.0310609 | val_loss: 0.031107 | Time: 1648.22 ms [2021-06-13 21:18:50 main:581] : INFO : Epoch 2036 | loss: 0.031059 | val_loss: 0.0311046 | Time: 1659.65 ms [2021-06-13 21:18:51 main:581] : INFO : Epoch 2037 | loss: 0.0310606 | val_loss: 0.031112 | Time: 1660.59 ms [2021-06-13 21:18:53 main:581] : INFO : Epoch 2038 | loss: 0.0310611 | val_loss: 0.0311082 | Time: 1661.24 ms [2021-06-13 21:18:55 main:581] : INFO : Epoch 2039 | loss: 0.0310611 | val_loss: 0.0311002 | Time: 1657.04 ms [2021-06-13 21:18:56 main:581] : INFO : Epoch 2040 | loss: 0.0310552 | val_loss: 0.0311029 | Time: 1660.44 ms [2021-06-13 21:18:58 main:581] : INFO : Epoch 2041 | loss: 0.031055 | val_loss: 0.0311072 | Time: 1659 ms [2021-06-13 21:19:00 main:581] : INFO : Epoch 2042 | loss: 0.0310561 | val_loss: 0.0311058 | Time: 1637.76 ms [2021-06-13 21:19:01 main:581] : INFO : Epoch 2043 | loss: 0.0310582 | val_loss: 0.0311009 | Time: 1637.1 ms [2021-06-13 21:19:03 main:581] : INFO : Epoch 2044 | loss: 0.0310561 | val_loss: 0.0311047 | Time: 1656.49 ms [2021-06-13 21:19:04 main:581] : INFO : Epoch 2045 | loss: 0.031057 | val_loss: 0.0311023 | Time: 1641.95 ms [2021-06-13 21:19:06 main:581] : INFO : Epoch 2046 | loss: 0.0310603 | val_loss: 0.0311065 | Time: 1638.6 ms [2021-06-13 21:19:08 main:581] : INFO : Epoch 2047 | loss: 0.031059 | val_loss: 0.0311054 | Time: 1649.24 ms [2021-06-13 21:19:09 main:581] : INFO : Epoch 2048 | loss: 0.0310582 | val_loss: 0.0311041 | Time: 1643.64 ms [2021-06-13 21:19:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311041 [2021-06-13 21:19:09 main:610] : INFO : Saving end state to config to file [2021-06-13 21:19:09 main:615] : INFO : Success, exiting.. 21:19:09 (952914): 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)