Task 7663835
| Name | ParityModified-1631734762-14479-2_0 |
| Workunit | 5313659 |
| Created | 28 Sep 2021, 2:31:08 UTC |
| Sent | 6 Oct 2021, 11:38:53 UTC |
| Report deadline | 13 Oct 2021, 11:38:53 UTC |
| Received | 7 Oct 2021, 1:02:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 52 sec |
| CPU time | 49 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 1538 | loss: 0.0311112 | val_loss: 0.0311644 | Time: 1446.04 ms [2021-10-06 20:40:02 main:581] : INFO : Epoch 1539 | loss: 0.0311114 | val_loss: 0.0311665 | Time: 1466.61 ms [2021-10-06 20:40:04 main:581] : INFO : Epoch 1540 | loss: 0.0311205 | val_loss: 0.0311673 | Time: 1438.98 ms [2021-10-06 20:40:05 main:581] : INFO : Epoch 1541 | loss: 0.0311182 | val_loss: 0.0311705 | Time: 1462.31 ms [2021-10-06 20:40:07 main:581] : INFO : Epoch 1542 | loss: 0.0311151 | val_loss: 0.0311667 | Time: 1469.33 ms [2021-10-06 20:40:08 main:581] : INFO : Epoch 1543 | loss: 0.0311147 | val_loss: 0.0311694 | Time: 1480.77 ms [2021-10-06 20:40:10 main:581] : INFO : Epoch 1544 | loss: 0.0311099 | val_loss: 0.0311656 | Time: 1451.85 ms [2021-10-06 20:40:11 main:581] : INFO : Epoch 1545 | loss: 0.0311091 | val_loss: 0.0311694 | Time: 1447.85 ms [2021-10-06 20:40:13 main:581] : INFO : Epoch 1546 | loss: 0.0311086 | val_loss: 0.0311718 | Time: 1440.61 ms [2021-10-06 20:40:14 main:581] : INFO : Epoch 1547 | loss: 0.0311092 | val_loss: 0.0311743 | Time: 1440.07 ms [2021-10-06 20:40:15 main:581] : INFO : Epoch 1548 | loss: 0.0311079 | val_loss: 0.0311594 | Time: 1466.79 ms [2021-10-06 20:40:17 main:581] : INFO : Epoch 1549 | loss: 0.0311137 | val_loss: 0.0311603 | Time: 1451.91 ms [2021-10-06 20:40:18 main:581] : INFO : Epoch 1550 | loss: 0.0311136 | val_loss: 0.0311637 | Time: 1440.75 ms [2021-10-06 20:40:20 main:581] : INFO : Epoch 1551 | loss: 0.0311096 | val_loss: 0.0311692 | Time: 1451.74 ms [2021-10-06 20:40:21 main:581] : INFO : Epoch 1552 | loss: 0.0311084 | val_loss: 0.0311635 | Time: 1458.8 ms [2021-10-06 20:40:23 main:581] : INFO : Epoch 1553 | loss: 0.0311075 | val_loss: 0.031164 | Time: 1450.87 ms [2021-10-06 20:40:24 main:581] : INFO : Epoch 1554 | loss: 0.0311068 | val_loss: 0.0311694 | Time: 1472.79 ms [2021-10-06 20:40:26 main:581] : INFO : Epoch 1555 | loss: 0.0311057 | val_loss: 0.031167 | Time: 1492.12 ms [2021-10-06 20:40:27 main:581] : INFO : Epoch 1556 | loss: 0.0311039 | val_loss: 0.0311698 | Time: 1450.76 ms [2021-10-06 20:40:29 main:581] : INFO : Epoch 1557 | loss: 0.0311049 | val_loss: 0.0311691 | Time: 1461.13 ms [2021-10-06 20:40:30 main:581] : INFO : Epoch 1558 | loss: 0.0311055 | val_loss: 0.0311609 | Time: 1471.67 ms [2021-10-06 20:40:32 main:581] : INFO : Epoch 1559 | loss: 0.0311041 | val_loss: 0.0311613 | Time: 1459.63 ms [2021-10-06 20:40:33 main:581] : INFO : Epoch 1560 | loss: 0.0311061 | val_loss: 0.0311716 | Time: 1442.16 ms [2021-10-06 20:40:34 main:581] : INFO : Epoch 1561 | loss: 0.0311106 | val_loss: 0.0311611 | Time: 1447.93 ms [2021-10-06 20:40:36 main:581] : INFO : Epoch 1562 | loss: 0.0311206 | val_loss: 0.0311727 | Time: 1459.72 ms [2021-10-06 20:40:37 main:581] : INFO : Epoch 1563 | loss: 0.0311179 | val_loss: 0.031163 | Time: 1473.23 ms [2021-10-06 20:40:39 main:581] : INFO : Epoch 1564 | loss: 0.0311144 | val_loss: 0.0311682 | Time: 1465.16 ms [2021-10-06 20:40:40 main:581] : INFO : Epoch 1565 | loss: 0.0311118 | val_loss: 0.0311787 | Time: 1444.87 ms [2021-10-06 20:40:42 main:581] : INFO : Epoch 1566 | loss: 0.031111 | val_loss: 0.0311708 | Time: 1439.91 ms [2021-10-06 20:40:43 main:581] : INFO : Epoch 1567 | loss: 0.0311117 | val_loss: 0.031166 | Time: 1489.93 ms [2021-10-06 20:40:45 main:581] : INFO : Epoch 1568 | loss: 0.0311109 | val_loss: 0.0311671 | Time: 1473.56 ms [2021-10-06 20:40:46 main:581] : INFO : Epoch 1569 | loss: 0.0311084 | val_loss: 0.0311774 | Time: 1472.01 ms [2021-10-06 20:40:48 main:581] : INFO : Epoch 1570 | loss: 0.0311103 | val_loss: 0.0311655 | Time: 1441.06 ms [2021-10-06 20:40:49 main:581] : INFO : Epoch 1571 | loss: 0.0311159 | val_loss: 0.0311711 | Time: 1454.86 ms [2021-10-06 20:40:50 main:581] : INFO : Epoch 1572 | loss: 0.0311105 | val_loss: 0.0311702 | Time: 1466.25 ms [2021-10-06 20:40:52 main:581] : INFO : Epoch 1573 | loss: 0.0311123 | val_loss: 0.0311811 | Time: 1446.4 ms [2021-10-06 20:40:53 main:581] : INFO : Epoch 1574 | loss: 0.031117 | val_loss: 0.0311609 | Time: 1452.46 ms [2021-10-06 20:40:55 main:581] : INFO : Epoch 1575 | loss: 0.0311146 | val_loss: 0.0311711 | Time: 1467.41 ms [2021-10-06 20:40:56 main:581] : INFO : Epoch 1576 | loss: 0.0311083 | val_loss: 0.031175 | Time: 1462.13 ms [2021-10-06 20:40:58 main:581] : INFO : Epoch 1577 | loss: 0.0311124 | val_loss: 0.0311733 | Time: 1446.47 ms [2021-10-06 20:40:59 main:581] : INFO : Epoch 1578 | loss: 0.031114 | val_loss: 0.0311684 | Time: 1459.27 ms [2021-10-06 20:41:01 main:581] : INFO : Epoch 1579 | loss: 0.0311081 | val_loss: 0.0311757 | Time: 1433.42 ms [2021-10-06 20:41:02 main:581] : INFO : Epoch 1580 | loss: 0.0311083 | val_loss: 0.031166 | Time: 1470.12 ms [2021-10-06 20:41:04 main:581] : INFO : Epoch 1581 | loss: 0.031111 | val_loss: 0.0311712 | Time: 1450.02 ms [2021-10-06 20:41:05 main:581] : INFO : Epoch 1582 | loss: 0.0311084 | val_loss: 0.0311644 | Time: 1477.1 ms [2021-10-06 20:41:07 main:581] : INFO : Epoch 1583 | loss: 0.0311095 | val_loss: 0.0311639 | Time: 1474.91 ms [2021-10-06 20:41:08 main:581] : INFO : Epoch 1584 | loss: 0.0311128 | val_loss: 0.0311719 | Time: 1462.31 ms [2021-10-06 20:41:09 main:581] : INFO : Epoch 1585 | loss: 0.0311163 | val_loss: 0.031172 | Time: 1473.36 ms [2021-10-06 20:41:11 main:581] : INFO : Epoch 1586 | loss: 0.0311135 | val_loss: 0.0311687 | Time: 1474.23 ms [2021-10-06 20:41:12 main:581] : INFO : Epoch 1587 | loss: 0.031112 | val_loss: 0.0311692 | Time: 1475.71 ms [2021-10-06 20:41:14 main:581] : INFO : Epoch 1588 | loss: 0.0311094 | val_loss: 0.0311709 | Time: 1469.4 ms [2021-10-06 20:41:15 main:581] : INFO : Epoch 1589 | loss: 0.0311097 | val_loss: 0.0311682 | Time: 1464.62 ms [2021-10-06 20:41:17 main:581] : INFO : Epoch 1590 | loss: 0.0311133 | val_loss: 0.0311676 | Time: 1436.56 ms [2021-10-06 20:41:18 main:581] : INFO : Epoch 1591 | loss: 0.031112 | val_loss: 0.0311732 | Time: 1456.08 ms [2021-10-06 20:41:20 main:581] : INFO : Epoch 1592 | loss: 0.0311081 | val_loss: 0.0311718 | Time: 1445.9 ms [2021-10-06 20:41:21 main:581] : INFO : Epoch 1593 | loss: 0.0311193 | val_loss: 0.031205 | Time: 1453.93 ms [2021-10-06 20:41:23 main:581] : INFO : Epoch 1594 | loss: 0.0311667 | val_loss: 0.0311617 | Time: 1445.78 ms [2021-10-06 20:41:24 main:581] : INFO : Epoch 1595 | loss: 0.0311455 | val_loss: 0.0311559 | Time: 1450.27 ms [2021-10-06 20:41:26 main:581] : INFO : Epoch 1596 | loss: 0.0311402 | val_loss: 0.0311582 | Time: 1468.34 ms [2021-10-06 20:41:27 main:581] : INFO : Epoch 1597 | loss: 0.0311341 | val_loss: 0.0311561 | Time: 1449.96 ms [2021-10-06 20:41:28 main:581] : INFO : Epoch 1598 | loss: 0.0311331 | val_loss: 0.0311652 | Time: 1437.88 ms [2021-10-06 20:41:30 main:581] : INFO : Epoch 1599 | loss: 0.0311335 | val_loss: 0.0311599 | Time: 1437.49 ms [2021-10-06 20:41:31 main:581] : INFO : Epoch 1600 | loss: 0.0311274 | val_loss: 0.03116 | Time: 1480.52 ms [2021-10-06 20:41:33 main:581] : INFO : Epoch 1601 | loss: 0.0311253 | val_loss: 0.0311599 | Time: 1454.85 ms [2021-10-06 20:41:34 main:581] : INFO : Epoch 1602 | loss: 0.0311228 | val_loss: 0.0311663 | Time: 1449.57 ms [2021-10-06 20:41:36 main:581] : INFO : Epoch 1603 | loss: 0.0311212 | val_loss: 0.031163 | Time: 1443.93 ms [2021-10-06 20:41:37 main:581] : INFO : Epoch 1604 | loss: 0.0311254 | val_loss: 0.0311582 | Time: 1451.95 ms [2021-10-06 20:41:39 main:581] : INFO : Epoch 1605 | loss: 0.0311222 | val_loss: 0.0311614 | Time: 1465.49 ms [2021-10-06 20:41:40 main:581] : INFO : Epoch 1606 | loss: 0.0311192 | val_loss: 0.0311629 | Time: 1464.14 ms [2021-10-06 20:41:42 main:581] : INFO : Epoch 1607 | loss: 0.031123 | val_loss: 0.0311622 | Time: 1468.42 ms [2021-10-06 20:41:43 main:581] : INFO : Epoch 1608 | loss: 0.0311268 | val_loss: 0.0311648 | Time: 1438.89 ms [2021-10-06 20:41:44 main:581] : INFO : Epoch 1609 | loss: 0.0311271 | val_loss: 0.0311617 | Time: 1449.61 ms [2021-10-06 20:41:46 main:581] : INFO : Epoch 1610 | loss: 0.0311227 | val_loss: 0.0311629 | Time: 1492.12 ms [2021-10-06 20:41:47 main:581] : INFO : Epoch 1611 | loss: 0.0311193 | val_loss: 0.0311628 | Time: 1471.16 ms [2021-10-06 20:41:49 main:581] : INFO : Epoch 1612 | loss: 0.0311191 | val_loss: 0.0311696 | Time: 1443.36 ms [2021-10-06 20:41:50 main:581] : INFO : Epoch 1613 | loss: 0.0311181 | val_loss: 0.0311703 | Time: 1468.04 ms [2021-10-06 20:41:52 main:581] : INFO : Epoch 1614 | loss: 0.0311152 | val_loss: 0.031168 | Time: 1459.61 ms [2021-10-06 20:41:53 main:581] : INFO : Epoch 1615 | loss: 0.0311155 | val_loss: 0.0311741 | Time: 1462.59 ms [2021-10-06 20:41:55 main:581] : INFO : Epoch 1616 | loss: 0.0311149 | val_loss: 0.0311658 | Time: 1455.18 ms [2021-10-06 20:41:56 main:581] : INFO : Epoch 1617 | loss: 0.0311112 | val_loss: 0.0311709 | Time: 1459.03 ms [2021-10-06 20:41:58 main:581] : INFO : Epoch 1618 | loss: 0.0311105 | val_loss: 0.0311686 | Time: 1483.43 ms [2021-10-06 20:41:59 main:581] : INFO : Epoch 1619 | loss: 0.03111 | val_loss: 0.0311709 | Time: 1552.19 ms [2021-10-06 20:42:01 main:581] : INFO : Epoch 1620 | loss: 0.031108 | val_loss: 0.031176 | Time: 1454.35 ms [2021-10-06 20:42:02 main:581] : INFO : Epoch 1621 | loss: 0.0311103 | val_loss: 0.0311671 | Time: 1465.23 ms [2021-10-06 20:42:04 main:581] : INFO : Epoch 1622 | loss: 0.0311124 | val_loss: 0.031169 | Time: 1478.87 ms [2021-10-06 20:42:05 main:581] : INFO : Epoch 1623 | loss: 0.0311097 | val_loss: 0.0311694 | Time: 1452.85 ms [2021-10-06 20:42:06 main:581] : INFO : Epoch 1624 | loss: 0.0311091 | val_loss: 0.0311754 | Time: 1453.41 ms [2021-10-06 20:42:08 main:581] : INFO : Epoch 1625 | loss: 0.0311164 | val_loss: 0.0311742 | Time: 1479.68 ms [2021-10-06 20:42:09 main:581] : INFO : Epoch 1626 | loss: 0.0311138 | val_loss: 0.0311745 | Time: 1469.59 ms [2021-10-06 20:42:11 main:581] : INFO : Epoch 1627 | loss: 0.0311154 | val_loss: 0.0311685 | Time: 1451.4 ms [2021-10-06 20:42:12 main:581] : INFO : Epoch 1628 | loss: 0.0311206 | val_loss: 0.0311706 | Time: 1456.89 ms [2021-10-06 20:42:14 main:581] : INFO : Epoch 1629 | loss: 0.0311209 | val_loss: 0.0311649 | Time: 1464.84 ms [2021-10-06 20:42:15 main:581] : INFO : Epoch 1630 | loss: 0.031119 | val_loss: 0.0311662 | Time: 1455.07 ms [2021-10-06 20:42:17 main:581] : INFO : Epoch 1631 | loss: 0.0311184 | val_loss: 0.0311703 | Time: 1467.21 ms [2021-10-06 20:42:18 main:581] : INFO : Epoch 1632 | loss: 0.0311163 | val_loss: 0.0311609 | Time: 1467.11 ms [2021-10-06 20:42:20 main:581] : INFO : Epoch 1633 | loss: 0.0311179 | val_loss: 0.0311616 | Time: 1464.14 ms [2021-10-06 20:42:21 main:581] : INFO : Epoch 1634 | loss: 0.0311134 | val_loss: 0.0311676 | Time: 1476.85 ms [2021-10-06 20:42:23 main:581] : INFO : Epoch 1635 | loss: 0.0311182 | val_loss: 0.0311839 | Time: 1476.51 ms [2021-10-06 20:42:24 main:581] : INFO : Epoch 1636 | loss: 0.0311145 | val_loss: 0.031171 | Time: 1465.22 ms [2021-10-06 20:42:26 main:581] : INFO : Epoch 1637 | loss: 0.0311134 | val_loss: 0.0311832 | Time: 1498.06 ms [2021-10-06 20:42:27 main:581] : INFO : Epoch 1638 | loss: 0.0311366 | val_loss: 0.0311656 | Time: 1465.46 ms [2021-10-06 20:42:28 main:581] : INFO : Epoch 1639 | loss: 0.0311332 | val_loss: 0.031172 | Time: 1454.29 ms [2021-10-06 20:42:30 main:581] : INFO : Epoch 1640 | loss: 0.0311291 | val_loss: 0.0311634 | Time: 1460.49 ms [2021-10-06 20:42:31 main:581] : INFO : Epoch 1641 | loss: 0.0311247 | val_loss: 0.0311674 | Time: 1459.31 ms [2021-10-06 20:42:33 main:581] : INFO : Epoch 1642 | loss: 0.0311226 | val_loss: 0.0311723 | Time: 1464.48 ms [2021-10-06 20:42:34 main:581] : INFO : Epoch 1643 | loss: 0.0311211 | val_loss: 0.0311746 | Time: 1442.45 ms [2021-10-06 20:42:36 main:581] : INFO : Epoch 1644 | loss: 0.031121 | val_loss: 0.0311714 | Time: 1432.62 ms [2021-10-06 20:42:37 main:581] : INFO : Epoch 1645 | loss: 0.0311197 | val_loss: 0.0311743 | Time: 1433.64 ms [2021-10-06 20:42:39 main:581] : INFO : Epoch 1646 | loss: 0.031118 | val_loss: 0.0311704 | Time: 1448.16 ms [2021-10-06 20:42:40 main:581] : INFO : Epoch 1647 | loss: 0.031121 | val_loss: 0.0311682 | Time: 1440.47 ms [2021-10-06 20:42:42 main:581] : INFO : Epoch 1648 | loss: 0.0311212 | val_loss: 0.0311793 | Time: 1457.11 ms [2021-10-06 20:42:43 main:581] : INFO : Epoch 1649 | loss: 0.0311221 | val_loss: 0.0311687 | Time: 1478.77 ms [2021-10-06 20:42:44 main:581] : INFO : Epoch 1650 | loss: 0.031139 | val_loss: 0.0311702 | Time: 1476.72 ms [2021-10-06 20:42:46 main:581] : INFO : Epoch 1651 | loss: 0.0311396 | val_loss: 0.0311642 | Time: 1439.6 ms [2021-10-06 20:42:47 main:581] : INFO : Epoch 1652 | loss: 0.031136 | val_loss: 0.0311706 | Time: 1463.82 ms [2021-10-06 20:42:49 main:581] : INFO : Epoch 1653 | loss: 0.0311318 | val_loss: 0.0311631 | Time: 1456.17 ms [2021-10-06 20:42:50 main:581] : INFO : Epoch 1654 | loss: 0.0311285 | val_loss: 0.0311693 | Time: 1456.04 ms [2021-10-06 20:42:52 main:581] : INFO : Epoch 1655 | loss: 0.031126 | val_loss: 0.031163 | Time: 1440.18 ms [2021-10-06 20:42:53 main:581] : INFO : Epoch 1656 | loss: 0.0311248 | val_loss: 0.0311664 | Time: 1445.23 ms [2021-10-06 20:42:55 main:581] : INFO : Epoch 1657 | loss: 0.0311263 | val_loss: 0.0311688 | Time: 1451.5 ms [2021-10-06 20:42:56 main:581] : INFO : Epoch 1658 | loss: 0.0311238 | val_loss: 0.0311692 | Time: 1446.91 ms [2021-10-06 20:42:58 main:581] : INFO : Epoch 1659 | loss: 0.0311237 | val_loss: 0.0311693 | Time: 1478.16 ms [2021-10-06 20:42:59 main:581] : INFO : Epoch 1660 | loss: 0.0311237 | val_loss: 0.031163 | Time: 1463.79 ms [2021-10-06 20:43:00 main:581] : INFO : Epoch 1661 | loss: 0.0311221 | val_loss: 0.0311655 | Time: 1477.14 ms [2021-10-06 20:43:02 main:581] : INFO : Epoch 1662 | loss: 0.0311263 | val_loss: 0.031174 | Time: 1464.03 ms [2021-10-06 20:43:03 main:581] : INFO : Epoch 1663 | loss: 0.0311227 | val_loss: 0.0311764 | Time: 1442.87 ms [2021-10-06 20:43:05 main:581] : INFO : Epoch 1664 | loss: 0.0311215 | val_loss: 0.0311692 | Time: 1462.11 ms [2021-10-06 20:43:06 main:581] : INFO : Epoch 1665 | loss: 0.0311205 | val_loss: 0.0311636 | Time: 1455.41 ms [2021-10-06 20:43:08 main:581] : INFO : Epoch 1666 | loss: 0.0311226 | val_loss: 0.0311684 | Time: 1465.25 ms [2021-10-06 20:43:09 main:581] : INFO : Epoch 1667 | loss: 0.0311235 | val_loss: 0.0311647 | Time: 1460.68 ms [2021-10-06 20:43:11 main:581] : INFO : Epoch 1668 | loss: 0.0311251 | val_loss: 0.0311589 | Time: 1467.24 ms [2021-10-06 20:43:12 main:581] : INFO : Epoch 1669 | loss: 0.0311222 | val_loss: 0.03117 | Time: 1438.81 ms [2021-10-06 20:43:14 main:581] : INFO : Epoch 1670 | loss: 0.031121 | val_loss: 0.0311705 | Time: 1466.04 ms [2021-10-06 20:43:15 main:581] : INFO : Epoch 1671 | loss: 0.031125 | val_loss: 0.0311764 | Time: 1438.6 ms [2021-10-06 20:43:17 main:581] : INFO : Epoch 1672 | loss: 0.0311206 | val_loss: 0.0311689 | Time: 1449 ms [2021-10-06 20:43:18 main:581] : INFO : Epoch 1673 | loss: 0.0311182 | val_loss: 0.0311697 | Time: 1463.03 ms [2021-10-06 20:43:19 main:581] : INFO : Epoch 1674 | loss: 0.031116 | val_loss: 0.0311724 | Time: 1450.28 ms [2021-10-06 20:43:21 main:581] : INFO : Epoch 1675 | loss: 0.0311167 | val_loss: 0.03116 | Time: 1457.57 ms [2021-10-06 20:43:22 main:581] : INFO : Epoch 1676 | loss: 0.0311214 | val_loss: 0.0311699 | Time: 1444.48 ms [2021-10-06 20:43:24 main:581] : INFO : Epoch 1677 | loss: 0.0311174 | val_loss: 0.0311761 | Time: 1443.26 ms [2021-10-06 20:43:25 main:581] : INFO : Epoch 1678 | loss: 0.0311174 | val_loss: 0.0311673 | Time: 1453.29 ms [2021-10-06 20:43:27 main:581] : INFO : Epoch 1679 | loss: 0.0311181 | val_loss: 0.031166 | Time: 1471.99 ms [2021-10-06 20:43:28 main:581] : INFO : Epoch 1680 | loss: 0.0311142 | val_loss: 0.0311802 | Time: 1459.33 ms [2021-10-06 20:43:30 main:581] : INFO : Epoch 1681 | loss: 0.0311142 | val_loss: 0.0311731 | Time: 1428.45 ms [2021-10-06 20:43:31 main:581] : INFO : Epoch 1682 | loss: 0.0311129 | val_loss: 0.0311734 | Time: 1440.07 ms [2021-10-06 20:43:32 main:581] : INFO : Epoch 1683 | loss: 0.0311145 | val_loss: 0.0311746 | Time: 1456.66 ms [2021-10-06 20:43:34 main:581] : INFO : Epoch 1684 | loss: 0.0311185 | val_loss: 0.0311714 | Time: 1447.11 ms [2021-10-06 20:43:35 main:581] : INFO : Epoch 1685 | loss: 0.031115 | val_loss: 0.0311741 | Time: 1468.18 ms [2021-10-06 20:43:37 main:581] : INFO : Epoch 1686 | loss: 0.0311127 | val_loss: 0.0311702 | Time: 1447.96 ms [2021-10-06 20:43:38 main:581] : INFO : Epoch 1687 | loss: 0.0311142 | val_loss: 0.0311741 | Time: 1429.55 ms [2021-10-06 20:43:40 main:581] : INFO : Epoch 1688 | loss: 0.0311136 | val_loss: 0.0311731 | Time: 1459.47 ms [2021-10-06 20:43:41 main:581] : INFO : Epoch 1689 | loss: 0.0311123 | val_loss: 0.0311681 | Time: 1458.39 ms [2021-10-06 20:43:43 main:581] : INFO : Epoch 1690 | loss: 0.0311139 | val_loss: 0.0311669 | Time: 1441.15 ms [2021-10-06 20:43:44 main:581] : INFO : Epoch 1691 | loss: 0.0311178 | val_loss: 0.0311682 | Time: 1443.78 ms [2021-10-06 20:43:46 main:581] : INFO : Epoch 1692 | loss: 0.0311232 | val_loss: 0.0311697 | Time: 1465.85 ms [2021-10-06 20:43:47 main:581] : INFO : Epoch 1693 | loss: 0.0311198 | val_loss: 0.0311665 | Time: 1462.61 ms [2021-10-06 20:43:48 main:581] : INFO : Epoch 1694 | loss: 0.031122 | val_loss: 0.0311618 | Time: 1437.54 ms [2021-10-06 20:43:50 main:581] : INFO : Epoch 1695 | loss: 0.0311199 | val_loss: 0.0311648 | Time: 1468.04 ms [2021-10-06 20:43:51 main:581] : INFO : Epoch 1696 | loss: 0.031117 | val_loss: 0.0311676 | Time: 1428.1 ms [2021-10-06 20:43:53 main:581] : INFO : Epoch 1697 | loss: 0.0311144 | val_loss: 0.0311697 | Time: 1427.77 ms [2021-10-06 20:43:54 main:581] : INFO : Epoch 1698 | loss: 0.0311155 | val_loss: 0.0311683 | Time: 1477.15 ms [2021-10-06 20:43:56 main:581] : INFO : Epoch 1699 | loss: 0.031111 | val_loss: 0.0311695 | Time: 1463.58 ms [2021-10-06 20:43:57 main:581] : INFO : Epoch 1700 | loss: 0.0311134 | val_loss: 0.0311662 | Time: 1460.76 ms [2021-10-06 20:43:59 main:581] : INFO : Epoch 1701 | loss: 0.0311129 | val_loss: 0.0311735 | Time: 1453.86 ms [2021-10-06 20:44:00 main:581] : INFO : Epoch 1702 | loss: 0.0311137 | val_loss: 0.0311748 | Time: 1443.17 ms [2021-10-06 20:44:02 main:581] : INFO : Epoch 1703 | loss: 0.0311145 | val_loss: 0.0311609 | Time: 1476.76 ms [2021-10-06 20:44:03 main:581] : INFO : Epoch 1704 | loss: 0.0311136 | val_loss: 0.0311706 | Time: 1452.39 ms [2021-10-06 20:44:04 main:581] : INFO : Epoch 1705 | loss: 0.0311149 | val_loss: 0.0311661 | Time: 1451.77 ms [2021-10-06 20:44:06 main:581] : INFO : Epoch 1706 | loss: 0.0311285 | val_loss: 0.0311599 | Time: 1443.51 ms [2021-10-06 20:44:07 main:581] : INFO : Epoch 1707 | loss: 0.0311299 | val_loss: 0.031166 | Time: 1472.04 ms [2021-10-06 20:44:09 main:581] : INFO : Epoch 1708 | loss: 0.0311245 | val_loss: 0.0311673 | Time: 1456.65 ms [2021-10-06 20:44:10 main:581] : INFO : Epoch 1709 | loss: 0.0311221 | val_loss: 0.0311688 | Time: 1466.31 ms [2021-10-06 20:44:12 main:581] : INFO : Epoch 1710 | loss: 0.0311205 | val_loss: 0.0311669 | Time: 1452.29 ms [2021-10-06 20:44:13 main:581] : INFO : Epoch 1711 | loss: 0.0311171 | val_loss: 0.0311663 | Time: 1453.93 ms [2021-10-06 20:44:15 main:581] : INFO : Epoch 1712 | loss: 0.0311157 | val_loss: 0.0311629 | Time: 1459.26 ms [2021-10-06 20:44:16 main:581] : INFO : Epoch 1713 | loss: 0.0311145 | val_loss: 0.03117 | Time: 1478.84 ms [2021-10-06 20:44:18 main:581] : INFO : Epoch 1714 | loss: 0.0311142 | val_loss: 0.0311675 | Time: 1453.95 ms [2021-10-06 20:44:19 main:581] : INFO : Epoch 1715 | loss: 0.0311119 | val_loss: 0.0311698 | Time: 1447.63 ms [2021-10-06 20:44:20 main:581] : INFO : Epoch 1716 | loss: 0.0311126 | val_loss: 0.0311639 | Time: 1443.78 ms [2021-10-06 20:44:22 main:581] : INFO : Epoch 1717 | loss: 0.0311138 | val_loss: 0.0311696 | Time: 1469.22 ms [2021-10-06 20:44:23 main:581] : INFO : Epoch 1718 | loss: 0.0311142 | val_loss: 0.0311713 | Time: 1468.58 ms [2021-10-06 20:44:25 main:581] : INFO : Epoch 1719 | loss: 0.0311118 | val_loss: 0.0311668 | Time: 1454.09 ms [2021-10-06 20:44:26 main:581] : INFO : Epoch 1720 | loss: 0.0311106 | val_loss: 0.0311652 | Time: 1446.08 ms [2021-10-06 20:44:28 main:581] : INFO : Epoch 1721 | loss: 0.0311091 | val_loss: 0.031171 | Time: 1456.97 ms [2021-10-06 20:44:29 main:581] : INFO : Epoch 1722 | loss: 0.0311086 | val_loss: 0.0311649 | Time: 1440.25 ms [2021-10-06 20:44:31 main:581] : INFO : Epoch 1723 | loss: 0.031111 | val_loss: 0.0311725 | Time: 1438.87 ms [2021-10-06 20:44:32 main:581] : INFO : Epoch 1724 | loss: 0.0311082 | val_loss: 0.0311734 | Time: 1448.45 ms [2021-10-06 20:44:34 main:581] : INFO : Epoch 1725 | loss: 0.0311074 | val_loss: 0.0311719 | Time: 1437.64 ms [2021-10-06 20:44:35 main:581] : INFO : Epoch 1726 | loss: 0.0311076 | val_loss: 0.0311711 | Time: 1440.25 ms [2021-10-06 20:44:36 main:581] : INFO : Epoch 1727 | loss: 0.0311092 | val_loss: 0.0311661 | Time: 1451.79 ms [2021-10-06 20:44:38 main:581] : INFO : Epoch 1728 | loss: 0.031126 | val_loss: 0.0311655 | Time: 1442.12 ms [2021-10-06 20:44:39 main:581] : INFO : Epoch 1729 | loss: 0.0311129 | val_loss: 0.0311715 | Time: 1447.64 ms [2021-10-06 20:44:41 main:581] : INFO : Epoch 1730 | loss: 0.0311152 | val_loss: 0.0311669 | Time: 1439.73 ms [2021-10-06 20:44:42 main:581] : INFO : Epoch 1731 | loss: 0.0311228 | val_loss: 0.0311719 | Time: 1433.07 ms [2021-10-06 20:44:44 main:581] : INFO : Epoch 1732 | loss: 0.0311215 | val_loss: 0.0311765 | Time: 1446.3 ms [2021-10-06 20:44:45 main:581] : INFO : Epoch 1733 | loss: 0.0311499 | val_loss: 0.0311687 | Time: 1471.5 ms [2021-10-06 20:44:47 main:581] : INFO : Epoch 1734 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 1462.79 ms [2021-10-06 20:44:48 main:581] : INFO : Epoch 1735 | loss: 0.0311439 | val_loss: 0.0311698 | Time: 1473.98 ms [2021-10-06 20:44:50 main:581] : INFO : Epoch 1736 | loss: 0.031138 | val_loss: 0.0311651 | Time: 1466.14 ms [2021-10-06 20:44:51 main:581] : INFO : Epoch 1737 | loss: 0.0311308 | val_loss: 0.0311656 | Time: 1455.86 ms [2021-10-06 20:44:52 main:581] : INFO : Epoch 1738 | loss: 0.0311299 | val_loss: 0.0311698 | Time: 1431.32 ms [2021-10-06 20:44:54 main:581] : INFO : Epoch 1739 | loss: 0.0311272 | val_loss: 0.0311637 | Time: 1460.35 ms [2021-10-06 20:44:55 main:581] : INFO : Epoch 1740 | loss: 0.0311242 | val_loss: 0.0311623 | Time: 1448.46 ms [2021-10-06 20:44:57 main:581] : INFO : Epoch 1741 | loss: 0.0311252 | val_loss: 0.0311667 | Time: 1429.12 ms [2021-10-06 20:44:58 main:581] : INFO : Epoch 1742 | loss: 0.031126 | val_loss: 0.0311674 | Time: 1462.93 ms [2021-10-06 20:45:00 main:581] : INFO : Epoch 1743 | loss: 0.0311285 | val_loss: 0.0311662 | Time: 1474.46 ms [2021-10-06 20:45:01 main:581] : INFO : Epoch 1744 | loss: 0.0311258 | val_loss: 0.0311679 | Time: 1456.45 ms [2021-10-06 20:45:03 main:581] : INFO : Epoch 1745 | loss: 0.0311223 | val_loss: 0.03117 | Time: 1467.12 ms [2021-10-06 20:45:04 main:581] : INFO : Epoch 1746 | loss: 0.0311224 | val_loss: 0.0311716 | Time: 1446 ms [2021-10-06 20:45:06 main:581] : INFO : Epoch 1747 | loss: 0.0311242 | val_loss: 0.0311773 | Time: 1466.76 ms [2021-10-06 20:45:07 main:581] : INFO : Epoch 1748 | loss: 0.0311211 | val_loss: 0.0311686 | Time: 1454.67 ms [2021-10-06 20:45:08 main:581] : INFO : Epoch 1749 | loss: 0.031118 | val_loss: 0.0311677 | Time: 1446.1 ms [2021-10-06 20:45:10 main:581] : INFO : Epoch 1750 | loss: 0.0311186 | val_loss: 0.0311675 | Time: 1439.68 ms [2021-10-06 20:45:11 main:581] : INFO : Epoch 1751 | loss: 0.0311162 | val_loss: 0.0311815 | Time: 1438.75 ms [2021-10-06 20:45:13 main:581] : INFO : Epoch 1752 | loss: 0.0311146 | val_loss: 0.031166 | Time: 1437.13 ms [2021-10-06 20:45:14 main:581] : INFO : Epoch 1753 | loss: 0.0311138 | val_loss: 0.0311786 | Time: 1449.33 ms [2021-10-06 20:45:16 main:581] : INFO : Epoch 1754 | loss: 0.0311162 | val_loss: 0.0311709 | Time: 1461.75 ms [2021-10-06 20:45:17 main:581] : INFO : Epoch 1755 | loss: 0.0311157 | val_loss: 0.0311737 | Time: 1451.7 ms [2021-10-06 20:45:19 main:581] : INFO : Epoch 1756 | loss: 0.0311152 | val_loss: 0.0311684 | Time: 1453.08 ms [2021-10-06 20:45:20 main:581] : INFO : Epoch 1757 | loss: 0.0311129 | val_loss: 0.0311703 | Time: 1457.51 ms [2021-10-06 20:45:21 main:581] : INFO : Epoch 1758 | loss: 0.0311117 | val_loss: 0.0311727 | Time: 1449.92 ms [2021-10-06 20:45:23 main:581] : INFO : Epoch 1759 | loss: 0.0311112 | val_loss: 0.0311843 | Time: 1453.31 ms [2021-10-06 20:45:24 main:581] : INFO : Epoch 1760 | loss: 0.0311124 | val_loss: 0.031176 | Time: 1457.74 ms [2021-10-06 20:45:26 main:581] : INFO : Epoch 1761 | loss: 0.0311117 | val_loss: 0.0311784 | Time: 1462.32 ms [2021-10-06 20:45:27 main:581] : INFO : Epoch 1762 | loss: 0.0311112 | val_loss: 0.0311807 | Time: 1457.12 ms [2021-10-06 20:45:29 main:581] : INFO : Epoch 1763 | loss: 0.0311126 | val_loss: 0.0311823 | Time: 1452.75 ms [2021-10-06 20:45:30 main:581] : INFO : Epoch 1764 | loss: 0.0311118 | val_loss: 0.031176 | Time: 1446.76 ms [2021-10-06 20:45:32 main:581] : INFO : Epoch 1765 | loss: 0.0311114 | val_loss: 0.0311837 | Time: 1435.92 ms [2021-10-06 20:45:33 main:581] : INFO : Epoch 1766 | loss: 0.0311096 | val_loss: 0.0311811 | Time: 1434.23 ms [2021-10-06 20:45:35 main:581] : INFO : Epoch 1767 | loss: 0.0311107 | val_loss: 0.0311774 | Time: 1454.16 ms [2021-10-06 20:45:36 main:581] : INFO : Epoch 1768 | loss: 0.0311102 | val_loss: 0.0311806 | Time: 1447.44 ms [2021-10-06 20:45:37 main:581] : INFO : Epoch 1769 | loss: 0.0311105 | val_loss: 0.0311757 | Time: 1458.43 ms [2021-10-06 20:45:39 main:581] : INFO : Epoch 1770 | loss: 0.0311115 | val_loss: 0.0311821 | Time: 1455.22 ms [2021-10-06 20:45:40 main:581] : INFO : Epoch 1771 | loss: 0.0311085 | val_loss: 0.0311682 | Time: 1482.03 ms [2021-10-06 20:45:42 main:581] : INFO : Epoch 1772 | loss: 0.0311083 | val_loss: 0.0311753 | Time: 1525.82 ms [2021-10-06 20:45:43 main:581] : INFO : Epoch 1773 | loss: 0.0311082 | val_loss: 0.0311851 | Time: 1453.38 ms [2021-10-06 20:45:45 main:581] : INFO : Epoch 1774 | loss: 0.0311047 | val_loss: 0.0311801 | Time: 1449.3 ms [2021-10-06 20:45:46 main:581] : INFO : Epoch 1775 | loss: 0.0311059 | val_loss: 0.0311755 | Time: 1474.45 ms [2021-10-06 20:45:48 main:581] : INFO : Epoch 1776 | loss: 0.0311068 | val_loss: 0.031176 | Time: 1452.01 ms [2021-10-06 20:45:49 main:581] : INFO : Epoch 1777 | loss: 0.0311083 | val_loss: 0.0311757 | Time: 1446.75 ms [2021-10-06 20:45:51 main:581] : INFO : Epoch 1778 | loss: 0.0311132 | val_loss: 0.0311791 | Time: 1463.91 ms [2021-10-06 20:45:52 main:581] : INFO : Epoch 1779 | loss: 0.0311108 | val_loss: 0.0311783 | Time: 1513.99 ms [2021-10-06 20:45:54 main:581] : INFO : Epoch 1780 | loss: 0.0311078 | val_loss: 0.0311766 | Time: 1443.51 ms [2021-10-06 20:45:55 main:581] : INFO : Epoch 1781 | loss: 0.0311064 | val_loss: 0.0311693 | Time: 1424.91 ms [2021-10-06 20:45:56 main:581] : INFO : Epoch 1782 | loss: 0.0311064 | val_loss: 0.0311766 | Time: 1455.07 ms [2021-10-06 20:45:58 main:581] : INFO : Epoch 1783 | loss: 0.0311067 | val_loss: 0.0311778 | Time: 1431.05 ms [2021-10-06 20:45:59 main:581] : INFO : Epoch 1784 | loss: 0.0311069 | val_loss: 0.031169 | Time: 1466.95 ms [2021-10-06 20:46:01 main:581] : INFO : Epoch 1785 | loss: 0.0311075 | val_loss: 0.0311749 | Time: 1489.52 ms [2021-10-06 20:46:02 main:581] : INFO : Epoch 1786 | loss: 0.0311071 | val_loss: 0.0311712 | Time: 1475.61 ms [2021-10-06 20:46:04 main:581] : INFO : Epoch 1787 | loss: 0.0311158 | val_loss: 0.0311693 | Time: 1456.98 ms [2021-10-06 20:46:05 main:581] : INFO : Epoch 1788 | loss: 0.0311119 | val_loss: 0.031192 | Time: 1457.27 ms [2021-10-06 20:46:07 main:581] : INFO : Epoch 1789 | loss: 0.0311139 | val_loss: 0.0311698 | Time: 1480.45 ms [2021-10-06 20:46:08 main:581] : INFO : Epoch 1790 | loss: 0.0311304 | val_loss: 0.031157 | Time: 1445.71 ms [2021-10-06 20:46:10 main:581] : INFO : Epoch 1791 | loss: 0.0311324 | val_loss: 0.0311606 | Time: 1463.09 ms [2021-10-06 20:46:11 main:581] : INFO : Epoch 1792 | loss: 0.0311294 | val_loss: 0.0311626 | Time: 1453.43 ms [2021-10-06 20:46:13 main:581] : INFO : Epoch 1793 | loss: 0.0311263 | val_loss: 0.0311725 | Time: 1445.48 ms [2021-10-06 20:46:14 main:581] : INFO : Epoch 1794 | loss: 0.0311238 | val_loss: 0.0311602 | Time: 1433.01 ms [2021-10-06 20:46:15 main:581] : INFO : Epoch 1795 | loss: 0.0311193 | val_loss: 0.0311633 | Time: 1447.43 ms [2021-10-06 20:46:17 main:581] : INFO : Epoch 1796 | loss: 0.0311178 | val_loss: 0.0311762 | Time: 1443.77 ms [2021-10-06 20:46:18 main:581] : INFO : Epoch 1797 | loss: 0.0311169 | val_loss: 0.0311644 | Time: 1441.18 ms [2021-10-06 20:46:20 main:581] : INFO : Epoch 1798 | loss: 0.0311135 | val_loss: 0.0311706 | Time: 1447.13 ms [2021-10-06 20:46:21 main:581] : INFO : Epoch 1799 | loss: 0.0311149 | val_loss: 0.031174 | Time: 1457.33 ms [2021-10-06 20:46:23 main:581] : INFO : Epoch 1800 | loss: 0.0311141 | val_loss: 0.0311736 | Time: 1453.73 ms [2021-10-06 20:46:24 main:581] : INFO : Epoch 1801 | loss: 0.0311165 | val_loss: 0.0311744 | Time: 1444.93 ms [2021-10-06 20:46:26 main:581] : INFO : Epoch 1802 | loss: 0.0311149 | val_loss: 0.0311781 | Time: 1452.76 ms [2021-10-06 20:46:27 main:581] : INFO : Epoch 1803 | loss: 0.0311137 | val_loss: 0.0311727 | Time: 1460.97 ms [2021-10-06 20:46:28 main:581] : INFO : Epoch 1804 | loss: 0.0311142 | val_loss: 0.0311732 | Time: 1470.38 ms [2021-10-06 20:46:30 main:581] : INFO : Epoch 1805 | loss: 0.0311136 | val_loss: 0.0311809 | Time: 1450.79 ms [2021-10-06 20:46:31 main:581] : INFO : Epoch 1806 | loss: 0.0311107 | val_loss: 0.0311848 | Time: 1453.75 ms [2021-10-06 20:46:33 main:581] : INFO : Epoch 1807 | loss: 0.0311119 | val_loss: 0.0311803 | Time: 1456.84 ms [2021-10-06 20:46:34 main:581] : INFO : Epoch 1808 | loss: 0.0311082 | val_loss: 0.0311783 | Time: 1460.28 ms [2021-10-06 20:46:36 main:581] : INFO : Epoch 1809 | loss: 0.0311074 | val_loss: 0.0311808 | Time: 1457.1 ms [2021-10-06 20:46:37 main:581] : INFO : Epoch 1810 | loss: 0.0311077 | val_loss: 0.0311795 | Time: 1477.64 ms [2021-10-06 20:46:39 main:581] : INFO : Epoch 1811 | loss: 0.0311097 | val_loss: 0.0311736 | Time: 1464.44 ms [2021-10-06 20:46:40 main:581] : INFO : Epoch 1812 | loss: 0.0311118 | val_loss: 0.0311851 | Time: 1444.54 ms [2021-10-06 20:46:42 main:581] : INFO : Epoch 1813 | loss: 0.0311116 | val_loss: 0.031167 | Time: 1470.32 ms [2021-10-06 20:46:43 main:581] : INFO : Epoch 1814 | loss: 0.0311206 | val_loss: 0.0311714 | Time: 1450.86 ms [2021-10-06 20:46:45 main:581] : INFO : Epoch 1815 | loss: 0.0311135 | val_loss: 0.0311766 | Time: 1449.76 ms [2021-10-06 20:46:46 main:581] : INFO : Epoch 1816 | loss: 0.0311118 | val_loss: 0.0311834 | Time: 1457.98 ms [2021-10-06 20:46:47 main:581] : INFO : Epoch 1817 | loss: 0.0311088 | val_loss: 0.0311675 | Time: 1448.51 ms [2021-10-06 20:46:49 main:581] : INFO : Epoch 1818 | loss: 0.0311096 | val_loss: 0.0311792 | Time: 1472.44 ms [2021-10-06 20:46:50 main:581] : INFO : Epoch 1819 | loss: 0.031107 | val_loss: 0.0311736 | Time: 1478.6 ms [2021-10-06 20:46:52 main:581] : INFO : Epoch 1820 | loss: 0.0311073 | val_loss: 0.0311727 | Time: 1462.13 ms [2021-10-06 20:46:53 main:581] : INFO : Epoch 1821 | loss: 0.0311061 | val_loss: 0.031177 | Time: 1471.26 ms [2021-10-06 20:46:55 main:581] : INFO : Epoch 1822 | loss: 0.0311066 | val_loss: 0.0311744 | Time: 1455.25 ms [2021-10-06 20:46:56 main:581] : INFO : Epoch 1823 | loss: 0.0311049 | val_loss: 0.0311799 | Time: 1461.36 ms [2021-10-06 20:46:58 main:581] : INFO : Epoch 1824 | loss: 0.0311043 | val_loss: 0.031172 | Time: 1443.18 ms [2021-10-06 20:46:59 main:581] : INFO : Epoch 1825 | loss: 0.0311062 | val_loss: 0.0311801 | Time: 1431.05 ms [2021-10-06 20:47:01 main:581] : INFO : Epoch 1826 | loss: 0.0311104 | val_loss: 0.0311836 | Time: 1447.42 ms [2021-10-06 20:47:02 main:581] : INFO : Epoch 1827 | loss: 0.0311083 | val_loss: 0.0311744 | Time: 1451.28 ms [2021-10-06 20:47:03 main:581] : INFO : Epoch 1828 | loss: 0.0311093 | val_loss: 0.0311735 | Time: 1454.41 ms [2021-10-06 20:47:05 main:581] : INFO : Epoch 1829 | loss: 0.0311077 | val_loss: 0.0311743 | Time: 1471.45 ms [2021-10-06 20:47:06 main:581] : INFO : Epoch 1830 | loss: 0.0311087 | val_loss: 0.0311822 | Time: 1464.87 ms [2021-10-06 20:47:08 main:581] : INFO : Epoch 1831 | loss: 0.0311115 | val_loss: 0.0311775 | Time: 1449.29 ms [2021-10-06 20:47:09 main:581] : INFO : Epoch 1832 | loss: 0.0311072 | val_loss: 0.0311756 | Time: 1483.57 ms [2021-10-06 20:47:11 main:581] : INFO : Epoch 1833 | loss: 0.0311052 | val_loss: 0.0311742 | Time: 1477.48 ms [2021-10-06 20:47:12 main:581] : INFO : Epoch 1834 | loss: 0.0311028 | val_loss: 0.0311741 | Time: 1452.81 ms [2021-10-06 20:47:14 main:581] : INFO : Epoch 1835 | loss: 0.0311065 | val_loss: 0.0311818 | Time: 1418.85 ms [2021-10-06 20:47:15 main:581] : INFO : Epoch 1836 | loss: 0.0311084 | val_loss: 0.0311821 | Time: 1454.45 ms [2021-10-06 20:47:17 main:581] : INFO : Epoch 1837 | loss: 0.0311045 | val_loss: 0.0311739 | Time: 1386.11 ms [2021-10-06 20:47:18 main:581] : INFO : Epoch 1838 | loss: 0.0311045 | val_loss: 0.0311714 | Time: 1442.32 ms [2021-10-06 20:47:19 main:581] : INFO : Epoch 1839 | loss: 0.0311051 | val_loss: 0.0311822 | Time: 1471.89 ms [2021-10-06 20:47:21 main:581] : INFO : Epoch 1840 | loss: 0.0311017 | val_loss: 0.0311758 | Time: 1478.1 ms [2021-10-06 20:47:22 main:581] : INFO : Epoch 1841 | loss: 0.0311046 | val_loss: 0.0311682 | Time: 1460.92 ms [2021-10-06 20:47:24 main:581] : INFO : Epoch 1842 | loss: 0.0311142 | val_loss: 0.0311687 | Time: 1448.36 ms [2021-10-06 20:47:25 main:581] : INFO : Epoch 1843 | loss: 0.0311155 | val_loss: 0.031166 | Time: 1447.18 ms [2021-10-06 20:47:27 main:581] : INFO : Epoch 1844 | loss: 0.0311183 | val_loss: 0.0311685 | Time: 1458.71 ms [2021-10-06 20:47:28 main:581] : INFO : Epoch 1845 | loss: 0.031112 | val_loss: 0.0311667 | Time: 1445.18 ms [2021-10-06 20:47:30 main:581] : INFO : Epoch 1846 | loss: 0.0311097 | val_loss: 0.0311632 | Time: 1484.28 ms [2021-10-06 20:47:31 main:581] : INFO : Epoch 1847 | loss: 0.031107 | val_loss: 0.0311657 | Time: 1481.08 ms [2021-10-06 20:47:33 main:581] : INFO : Epoch 1848 | loss: 0.0311049 | val_loss: 0.0311668 | Time: 1479.54 ms [2021-10-06 20:47:34 main:581] : INFO : Epoch 1849 | loss: 0.0311057 | val_loss: 0.0311652 | Time: 1470.2 ms [2021-10-06 20:47:36 main:581] : INFO : Epoch 1850 | loss: 0.0311059 | val_loss: 0.0311651 | Time: 1445.78 ms [2021-10-06 20:47:37 main:581] : INFO : Epoch 1851 | loss: 0.0311066 | val_loss: 0.0311914 | Time: 1472.78 ms [2021-10-06 20:47:38 main:581] : INFO : Epoch 1852 | loss: 0.0311067 | val_loss: 0.031176 | Time: 1472.98 ms [2021-10-06 20:47:40 main:581] : INFO : Epoch 1853 | loss: 0.0311102 | val_loss: 0.031171 | Time: 1474.4 ms [2021-10-06 20:47:41 main:581] : INFO : Epoch 1854 | loss: 0.0311116 | val_loss: 0.0311687 | Time: 1464.41 ms [2021-10-06 20:47:43 main:581] : INFO : Epoch 1855 | loss: 0.0311069 | val_loss: 0.0311737 | Time: 1449.47 ms [2021-10-06 20:47:44 main:581] : INFO : Epoch 1856 | loss: 0.0311163 | val_loss: 0.0311606 | Time: 1448.24 ms [2021-10-06 20:47:46 main:581] : INFO : Epoch 1857 | loss: 0.031121 | val_loss: 0.0311671 | Time: 1472.8 ms [2021-10-06 20:47:47 main:581] : INFO : Epoch 1858 | loss: 0.0311178 | val_loss: 0.0311701 | Time: 1500.54 ms [2021-10-06 20:47:49 main:581] : INFO : Epoch 1859 | loss: 0.0311129 | val_loss: 0.0311696 | Time: 1445.65 ms [2021-10-06 20:47:50 main:581] : INFO : Epoch 1860 | loss: 0.0311093 | val_loss: 0.031166 | Time: 1456.41 ms [2021-10-06 20:47:52 main:581] : INFO : Epoch 1861 | loss: 0.0311081 | val_loss: 0.0311679 | Time: 1439.71 ms [2021-10-06 20:47:53 main:581] : INFO : Epoch 1862 | loss: 0.0311058 | val_loss: 0.031173 | Time: 1432.32 ms [2021-10-06 20:47:55 main:581] : INFO : Epoch 1863 | loss: 0.0311034 | val_loss: 0.0311735 | Time: 1456.76 ms [2021-10-06 20:47:56 main:581] : INFO : Epoch 1864 | loss: 0.0311038 | val_loss: 0.0311707 | Time: 1448.99 ms [2021-10-06 20:47:57 main:581] : INFO : Epoch 1865 | loss: 0.0311046 | val_loss: 0.0311698 | Time: 1434.41 ms [2021-10-06 20:47:59 main:581] : INFO : Epoch 1866 | loss: 0.0311074 | val_loss: 0.0311735 | Time: 1456.93 ms [2021-10-06 20:48:00 main:581] : INFO : Epoch 1867 | loss: 0.0311057 | val_loss: 0.031173 | Time: 1470.62 ms [2021-10-06 20:48:02 main:581] : INFO : Epoch 1868 | loss: 0.0311046 | val_loss: 0.0311835 | Time: 1433.87 ms [2021-10-06 20:48:03 main:581] : INFO : Epoch 1869 | loss: 0.0311011 | val_loss: 0.0311779 | Time: 1442.63 ms [2021-10-06 20:48:05 main:581] : INFO : Epoch 1870 | loss: 0.0311023 | val_loss: 0.0311721 | Time: 1436.31 ms [2021-10-06 20:48:06 main:581] : INFO : Epoch 1871 | loss: 0.0311093 | val_loss: 0.0311606 | Time: 1426.43 ms [2021-10-06 20:48:08 main:581] : INFO : Epoch 1872 | loss: 0.0311165 | val_loss: 0.0311642 | Time: 1444.84 ms [2021-10-06 20:48:09 main:581] : INFO : Epoch 1873 | loss: 0.0311158 | val_loss: 0.0311687 | Time: 1446.89 ms [2021-10-06 20:48:10 main:581] : INFO : Epoch 1874 | loss: 0.0311145 | val_loss: 0.0311672 | Time: 1447.67 ms [2021-10-06 20:48:12 main:581] : INFO : Epoch 1875 | loss: 0.0311094 | val_loss: 0.0311712 | Time: 1439.75 ms [2021-10-06 20:48:13 main:581] : INFO : Epoch 1876 | loss: 0.0311056 | val_loss: 0.0311676 | Time: 1480.43 ms [2021-10-06 20:48:15 main:581] : INFO : Epoch 1877 | loss: 0.0311041 | val_loss: 0.0311704 | Time: 1499.18 ms [2021-10-06 20:48:16 main:581] : INFO : Epoch 1878 | loss: 0.0311039 | val_loss: 0.0311721 | Time: 1475.42 ms [2021-10-06 20:48:18 main:581] : INFO : Epoch 1879 | loss: 0.0311016 | val_loss: 0.0311664 | Time: 1450.99 ms [2021-10-06 20:48:19 main:581] : INFO : Epoch 1880 | loss: 0.0311013 | val_loss: 0.031183 | Time: 1420.45 ms [2021-10-06 20:48:21 main:581] : INFO : Epoch 1881 | loss: 0.0311014 | val_loss: 0.0311713 | Time: 1434.46 ms [2021-10-06 20:48:22 main:581] : INFO : Epoch 1882 | loss: 0.0311022 | val_loss: 0.0311769 | Time: 1472.03 ms [2021-10-06 20:48:24 main:581] : INFO : Epoch 1883 | loss: 0.0311003 | val_loss: 0.0311734 | Time: 1479.11 ms [2021-10-06 20:48:25 main:581] : INFO : Epoch 1884 | loss: 0.0311019 | val_loss: 0.0311756 | Time: 1430.52 ms [2021-10-06 20:48:26 main:581] : INFO : Epoch 1885 | loss: 0.0311017 | val_loss: 0.0311833 | Time: 1444.27 ms [2021-10-06 20:48:28 main:581] : INFO : Epoch 1886 | loss: 0.0310996 | val_loss: 0.0311735 | Time: 1449.81 ms [2021-10-06 20:48:29 main:581] : INFO : Epoch 1887 | loss: 0.0310991 | val_loss: 0.0311672 | Time: 1459.16 ms [2021-10-06 20:48:31 main:581] : INFO : Epoch 1888 | loss: 0.0311059 | val_loss: 0.0311754 | Time: 1449.49 ms [2021-10-06 20:48:32 main:581] : INFO : Epoch 1889 | loss: 0.0311022 | val_loss: 0.031175 | Time: 1453.02 ms [2021-10-06 20:48:34 main:581] : INFO : Epoch 1890 | loss: 0.0311013 | val_loss: 0.0311851 | Time: 1460.34 ms [2021-10-06 20:48:35 main:581] : INFO : Epoch 1891 | loss: 0.0311037 | val_loss: 0.0311799 | Time: 1438.44 ms [2021-10-06 20:48:37 main:581] : INFO : Epoch 1892 | loss: 0.0311015 | val_loss: 0.031176 | Time: 1424.75 ms [2021-10-06 20:48:38 main:581] : INFO : Epoch 1893 | loss: 0.0311001 | val_loss: 0.0311733 | Time: 1434.06 ms [2021-10-06 20:48:39 main:581] : INFO : Epoch 1894 | loss: 0.0311015 | val_loss: 0.0311709 | Time: 1425.64 ms [2021-10-06 20:48:41 main:581] : INFO : Epoch 1895 | loss: 0.0311018 | val_loss: 0.0311714 | Time: 1438.02 ms [2021-10-06 20:48:42 main:581] : INFO : Epoch 1896 | loss: 0.0311012 | val_loss: 0.0311762 | Time: 1448.26 ms [2021-10-06 20:48:44 main:581] : INFO : Epoch 1897 | loss: 0.0311025 | val_loss: 0.0311702 | Time: 1428.5 ms [2021-10-06 20:48:45 main:581] : INFO : Epoch 1898 | loss: 0.0311015 | val_loss: 0.0311747 | Time: 1443.18 ms [2021-10-06 20:48:47 main:581] : INFO : Epoch 1899 | loss: 0.0311027 | val_loss: 0.0311728 | Time: 1469.73 ms [2021-10-06 20:48:48 main:581] : INFO : Epoch 1900 | loss: 0.0311024 | val_loss: 0.0311711 | Time: 1448.04 ms [2021-10-06 20:48:50 main:581] : INFO : Epoch 1901 | loss: 0.0311028 | val_loss: 0.0311798 | Time: 1466.2 ms [2021-10-06 20:48:51 main:581] : INFO : Epoch 1902 | loss: 0.0311004 | val_loss: 0.0311728 | Time: 1484.52 ms [2021-10-06 20:48:53 main:581] : INFO : Epoch 1903 | loss: 0.0311015 | val_loss: 0.0311664 | Time: 1449.49 ms [2021-10-06 20:48:54 main:581] : INFO : Epoch 1904 | loss: 0.0311058 | val_loss: 0.0311776 | Time: 1463.74 ms [2021-10-06 20:48:55 main:581] : INFO : Epoch 1905 | loss: 0.031106 | val_loss: 0.0311679 | Time: 1476.48 ms [2021-10-06 20:48:57 main:581] : INFO : Epoch 1906 | loss: 0.0311124 | val_loss: 0.0311912 | Time: 1453.7 ms [2021-10-06 20:48:58 main:581] : INFO : Epoch 1907 | loss: 0.0311106 | val_loss: 0.031175 | Time: 1439.26 ms [2021-10-06 20:49:00 main:581] : INFO : Epoch 1908 | loss: 0.0311032 | val_loss: 0.0311775 | Time: 1435.25 ms [2021-10-06 20:49:01 main:581] : INFO : Epoch 1909 | loss: 0.0311011 | val_loss: 0.0311802 | Time: 1473.78 ms [2021-10-06 20:49:03 main:581] : INFO : Epoch 1910 | loss: 0.0310997 | val_loss: 0.0311737 | Time: 1429.06 ms [2021-10-06 20:49:04 main:581] : INFO : Epoch 1911 | loss: 0.0311009 | val_loss: 0.0311771 | Time: 1453.14 ms [2021-10-06 20:49:06 main:581] : INFO : Epoch 1912 | loss: 0.0311061 | val_loss: 0.0311694 | Time: 1449.12 ms [2021-10-06 20:49:07 main:581] : INFO : Epoch 1913 | loss: 0.0311062 | val_loss: 0.0311793 | Time: 1460.95 ms [2021-10-06 20:49:09 main:581] : INFO : Epoch 1914 | loss: 0.0311031 | val_loss: 0.0311814 | Time: 1462.14 ms [2021-10-06 20:49:10 main:581] : INFO : Epoch 1915 | loss: 0.0311041 | val_loss: 0.0311721 | Time: 1447.38 ms [2021-10-06 20:49:11 main:581] : INFO : Epoch 1916 | loss: 0.031104 | val_loss: 0.0311721 | Time: 1434.94 ms [2021-10-06 20:49:13 main:581] : INFO : Epoch 1917 | loss: 0.0311077 | val_loss: 0.0311688 | Time: 1443.03 ms [2021-10-06 20:49:14 main:581] : INFO : Epoch 1918 | loss: 0.031114 | val_loss: 0.0311737 | Time: 1447.49 ms [2021-10-06 20:49:16 main:581] : INFO : Epoch 1919 | loss: 0.0311714 | val_loss: 0.0311834 | Time: 1440.36 ms [2021-10-06 20:49:17 main:581] : INFO : Epoch 1920 | loss: 0.0311885 | val_loss: 0.0312149 | Time: 1473.6 ms [2021-10-06 20:49:19 main:581] : INFO : Epoch 1921 | loss: 0.0311798 | val_loss: 0.0311773 | Time: 1422.21 ms [2021-10-06 20:49:20 main:581] : INFO : Epoch 1922 | loss: 0.0311678 | val_loss: 0.031169 | Time: 1461.46 ms [2021-10-06 20:49:22 main:581] : INFO : Epoch 1923 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 1463.55 ms [2021-10-06 20:49:23 main:581] : INFO : Epoch 1924 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 1482.92 ms [2021-10-06 20:49:24 main:581] : INFO : Epoch 1925 | loss: 0.0311516 | val_loss: 0.0311627 | Time: 1443.68 ms [2021-10-06 20:49:26 main:581] : INFO : Epoch 1926 | loss: 0.0311474 | val_loss: 0.0311615 | Time: 1416.26 ms [2021-10-06 20:49:27 main:581] : INFO : Epoch 1927 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 1459.31 ms [2021-10-06 20:49:29 main:581] : INFO : Epoch 1928 | loss: 0.0311448 | val_loss: 0.031158 | Time: 1437.7 ms [2021-10-06 20:49:30 main:581] : INFO : Epoch 1929 | loss: 0.0311421 | val_loss: 0.0311615 | Time: 1456.09 ms [2021-10-06 20:49:32 main:581] : INFO : Epoch 1930 | loss: 0.0311419 | val_loss: 0.0311569 | Time: 1451.06 ms [2021-10-06 20:49:33 main:581] : INFO : Epoch 1931 | loss: 0.0311396 | val_loss: 0.0311557 | Time: 1441.86 ms [2021-10-06 20:49:35 main:581] : INFO : Epoch 1932 | loss: 0.0311398 | val_loss: 0.0311597 | Time: 1476.26 ms [2021-10-06 20:49:36 main:581] : INFO : Epoch 1933 | loss: 0.0311369 | val_loss: 0.0311578 | Time: 1466.87 ms [2021-10-06 20:49:38 main:581] : INFO : Epoch 1934 | loss: 0.0311351 | val_loss: 0.0311586 | Time: 1496.15 ms [2021-10-06 20:49:39 main:581] : INFO : Epoch 1935 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 1478.85 ms [2021-10-06 20:49:41 main:581] : INFO : Epoch 1936 | loss: 0.0311319 | val_loss: 0.0311572 | Time: 1479.93 ms [2021-10-06 20:49:42 main:581] : INFO : Epoch 1937 | loss: 0.0311324 | val_loss: 0.0311584 | Time: 1466.21 ms [2021-10-06 20:49:43 main:581] : INFO : Epoch 1938 | loss: 0.0311315 | val_loss: 0.0311581 | Time: 1462.46 ms [2021-10-06 20:49:45 main:581] : INFO : Epoch 1939 | loss: 0.0311299 | val_loss: 0.03116 | Time: 1443.18 ms [2021-10-06 20:49:46 main:581] : INFO : Epoch 1940 | loss: 0.0311287 | val_loss: 0.0311559 | Time: 1456.58 ms [2021-10-06 20:49:48 main:581] : INFO : Epoch 1941 | loss: 0.031126 | val_loss: 0.0311594 | Time: 1453.03 ms [2021-10-06 20:49:49 main:581] : INFO : Epoch 1942 | loss: 0.0311281 | val_loss: 0.0311553 | Time: 1440.01 ms [2021-10-06 20:49:51 main:581] : INFO : Epoch 1943 | loss: 0.0311279 | val_loss: 0.0311686 | Time: 1455.97 ms [2021-10-06 20:49:52 main:581] : INFO : Epoch 1944 | loss: 0.0311266 | val_loss: 0.0311585 | Time: 1455.02 ms [2021-10-06 20:49:54 main:581] : INFO : Epoch 1945 | loss: 0.0311279 | val_loss: 0.0311611 | Time: 1460.93 ms [2021-10-06 20:49:55 main:581] : INFO : Epoch 1946 | loss: 0.0311324 | val_loss: 0.0311587 | Time: 1447.89 ms [2021-10-06 20:49:57 main:581] : INFO : Epoch 1947 | loss: 0.0311309 | val_loss: 0.0311636 | Time: 1466.63 ms [2021-10-06 20:49:58 main:581] : INFO : Epoch 1948 | loss: 0.0311281 | val_loss: 0.0311623 | Time: 1461.77 ms [2021-10-06 20:49:59 main:581] : INFO : Epoch 1949 | loss: 0.0311258 | val_loss: 0.0311569 | Time: 1454.01 ms [2021-10-06 20:50:01 main:581] : INFO : Epoch 1950 | loss: 0.0311276 | val_loss: 0.0311588 | Time: 1427.59 ms [2021-10-06 20:50:02 main:581] : INFO : Epoch 1951 | loss: 0.0311304 | val_loss: 0.0311614 | Time: 1471.62 ms [2021-10-06 20:50:04 main:581] : INFO : Epoch 1952 | loss: 0.0311328 | val_loss: 0.0311611 | Time: 1469.27 ms [2021-10-06 20:50:05 main:581] : INFO : Epoch 1953 | loss: 0.0311302 | val_loss: 0.0311591 | Time: 1475.73 ms [2021-10-06 20:50:07 main:581] : INFO : Epoch 1954 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 1466.67 ms [2021-10-06 20:50:08 main:581] : INFO : Epoch 1955 | loss: 0.0311286 | val_loss: 0.0311587 | Time: 1460.17 ms [2021-10-06 20:50:10 main:581] : INFO : Epoch 1956 | loss: 0.0311262 | val_loss: 0.0311609 | Time: 1444.39 ms [2021-10-06 20:50:11 main:581] : INFO : Epoch 1957 | loss: 0.031126 | val_loss: 0.0311609 | Time: 1481.13 ms [2021-10-06 20:50:13 main:581] : INFO : Epoch 1958 | loss: 0.0311289 | val_loss: 0.0311558 | Time: 1475.84 ms [2021-10-06 20:50:14 main:581] : INFO : Epoch 1959 | loss: 0.031127 | val_loss: 0.0311576 | Time: 1497.55 ms [2021-10-06 20:50:16 main:581] : INFO : Epoch 1960 | loss: 0.031125 | val_loss: 0.0311562 | Time: 1482.95 ms [2021-10-06 20:50:17 main:581] : INFO : Epoch 1961 | loss: 0.0311226 | val_loss: 0.0311607 | Time: 1475.89 ms [2021-10-06 20:50:19 main:581] : INFO : Epoch 1962 | loss: 0.0311215 | val_loss: 0.0311593 | Time: 1467.56 ms [2021-10-06 20:50:20 main:581] : INFO : Epoch 1963 | loss: 0.0311202 | val_loss: 0.0311566 | Time: 1439.11 ms [2021-10-06 20:50:21 main:581] : INFO : Epoch 1964 | loss: 0.0311191 | val_loss: 0.0311663 | Time: 1451.68 ms [2021-10-06 20:50:23 main:581] : INFO : Epoch 1965 | loss: 0.031121 | val_loss: 0.0311556 | Time: 1449.2 ms [2021-10-06 20:50:24 main:581] : INFO : Epoch 1966 | loss: 0.0311202 | val_loss: 0.0311561 | Time: 1472.83 ms [2021-10-06 20:50:26 main:581] : INFO : Epoch 1967 | loss: 0.0311217 | val_loss: 0.031163 | Time: 1465.27 ms [2021-10-06 20:50:27 main:581] : INFO : Epoch 1968 | loss: 0.0311238 | val_loss: 0.0311674 | Time: 1447.67 ms [2021-10-06 20:50:29 main:581] : INFO : Epoch 1969 | loss: 0.0311267 | val_loss: 0.031157 | Time: 1431.88 ms [2021-10-06 20:50:30 main:581] : INFO : Epoch 1970 | loss: 0.0311238 | val_loss: 0.0311542 | Time: 1445.98 ms [2021-10-06 20:50:32 main:581] : INFO : Epoch 1971 | loss: 0.0311191 | val_loss: 0.0311609 | Time: 1448.72 ms [2021-10-06 20:50:33 main:581] : INFO : Epoch 1972 | loss: 0.0311208 | val_loss: 0.0311635 | Time: 1451.64 ms [2021-10-06 20:50:35 main:581] : INFO : Epoch 1973 | loss: 0.0311175 | val_loss: 0.0311594 | Time: 1517.29 ms [2021-10-06 20:50:36 main:581] : INFO : Epoch 1974 | loss: 0.0311172 | val_loss: 0.0311596 | Time: 1442.56 ms [2021-10-06 20:50:38 main:581] : INFO : Epoch 1975 | loss: 0.0311161 | val_loss: 0.0311613 | Time: 1470.09 ms [2021-10-06 20:50:39 main:581] : INFO : Epoch 1976 | loss: 0.0311159 | val_loss: 0.0311565 | Time: 1462.35 ms [2021-10-06 20:50:40 main:581] : INFO : Epoch 1977 | loss: 0.0311135 | val_loss: 0.0311602 | Time: 1452.08 ms [2021-10-06 20:50:42 main:581] : INFO : Epoch 1978 | loss: 0.0311133 | val_loss: 0.0311553 | Time: 1472.47 ms [2021-10-06 20:50:43 main:581] : INFO : Epoch 1979 | loss: 0.0311143 | val_loss: 0.0311603 | Time: 1474.8 ms [2021-10-06 20:50:45 main:581] : INFO : Epoch 1980 | loss: 0.0311163 | val_loss: 0.0311563 | Time: 1463.49 ms [2021-10-06 20:50:46 main:581] : INFO : Epoch 1981 | loss: 0.0311157 | val_loss: 0.0311721 | Time: 1440.8 ms [2021-10-06 20:50:48 main:581] : INFO : Epoch 1982 | loss: 0.031115 | val_loss: 0.0311688 | Time: 1424.62 ms [2021-10-06 20:50:49 main:581] : INFO : Epoch 1983 | loss: 0.0311142 | val_loss: 0.0311679 | Time: 1460.75 ms [2021-10-06 20:50:51 main:581] : INFO : Epoch 1984 | loss: 0.0311157 | val_loss: 0.0311629 | Time: 1483.5 ms [2021-10-06 20:50:52 main:581] : INFO : Epoch 1985 | loss: 0.0311146 | val_loss: 0.0311621 | Time: 1481.37 ms [2021-10-06 20:50:54 main:581] : INFO : Epoch 1986 | loss: 0.0311131 | val_loss: 0.031156 | Time: 1492.16 ms [2021-10-06 20:50:55 main:581] : INFO : Epoch 1987 | loss: 0.0311131 | val_loss: 0.0311607 | Time: 1472.17 ms [2021-10-06 20:50:57 main:581] : INFO : Epoch 1988 | loss: 0.0311123 | val_loss: 0.0311579 | Time: 1466.88 ms [2021-10-06 20:50:58 main:581] : INFO : Epoch 1989 | loss: 0.0311125 | val_loss: 0.0311734 | Time: 1458.46 ms [2021-10-06 20:50:59 main:581] : INFO : Epoch 1990 | loss: 0.0311167 | val_loss: 0.0311626 | Time: 1459.76 ms [2021-10-06 20:51:01 main:581] : INFO : Epoch 1991 | loss: 0.0311271 | val_loss: 0.0311629 | Time: 1473.22 ms [2021-10-06 20:51:02 main:581] : INFO : Epoch 1992 | loss: 0.0311248 | val_loss: 0.0311632 | Time: 1476.89 ms [2021-10-06 20:51:04 main:581] : INFO : Epoch 1993 | loss: 0.0311235 | val_loss: 0.0311664 | Time: 1466.54 ms [2021-10-06 20:51:05 main:581] : INFO : Epoch 1994 | loss: 0.0311218 | val_loss: 0.0311636 | Time: 1456.61 ms [2021-10-06 20:51:07 main:581] : INFO : Epoch 1995 | loss: 0.0311196 | val_loss: 0.0311665 | Time: 1449.18 ms [2021-10-06 20:51:08 main:581] : INFO : Epoch 1996 | loss: 0.0311183 | val_loss: 0.031164 | Time: 1456.57 ms [2021-10-06 20:51:10 main:581] : INFO : Epoch 1997 | loss: 0.0311161 | val_loss: 0.0311653 | Time: 1464.1 ms [2021-10-06 20:51:11 main:581] : INFO : Epoch 1998 | loss: 0.0311146 | val_loss: 0.031165 | Time: 1451.5 ms [2021-10-06 20:51:13 main:581] : INFO : Epoch 1999 | loss: 0.0311175 | val_loss: 0.0311711 | Time: 1454.58 ms [2021-10-06 20:51:14 main:581] : INFO : Epoch 2000 | loss: 0.0311176 | val_loss: 0.0311612 | Time: 1444.77 ms [2021-10-06 20:51:16 main:581] : INFO : Epoch 2001 | loss: 0.0311195 | val_loss: 0.0311647 | Time: 1454.41 ms [2021-10-06 20:51:17 main:581] : INFO : Epoch 2002 | loss: 0.0311232 | val_loss: 0.0311577 | Time: 1452.48 ms [2021-10-06 20:51:18 main:581] : INFO : Epoch 2003 | loss: 0.0311209 | val_loss: 0.0311626 | Time: 1475.01 ms [2021-10-06 20:51:20 main:581] : INFO : Epoch 2004 | loss: 0.0311161 | val_loss: 0.0311596 | Time: 1461.41 ms [2021-10-06 20:51:21 main:581] : INFO : Epoch 2005 | loss: 0.0311161 | val_loss: 0.0311597 | Time: 1448.09 ms [2021-10-06 20:51:23 main:581] : INFO : Epoch 2006 | loss: 0.0311224 | val_loss: 0.0311698 | Time: 1457.43 ms [2021-10-06 20:51:24 main:581] : INFO : Epoch 2007 | loss: 0.0311215 | val_loss: 0.0311624 | Time: 1439.06 ms [2021-10-06 20:51:26 main:581] : INFO : Epoch 2008 | loss: 0.0311193 | val_loss: 0.0311708 | Time: 1438.63 ms [2021-10-06 20:51:27 main:581] : INFO : Epoch 2009 | loss: 0.0311164 | val_loss: 0.0311687 | Time: 1475.78 ms [2021-10-06 20:51:29 main:581] : INFO : Epoch 2010 | loss: 0.0311162 | val_loss: 0.0311674 | Time: 1468.81 ms [2021-10-06 20:51:30 main:581] : INFO : Epoch 2011 | loss: 0.0311183 | val_loss: 0.0311615 | Time: 1459.32 ms [2021-10-06 20:51:32 main:581] : INFO : Epoch 2012 | loss: 0.0311174 | val_loss: 0.0311648 | Time: 1441.8 ms [2021-10-06 20:51:33 main:581] : INFO : Epoch 2013 | loss: 0.031113 | val_loss: 0.0311656 | Time: 1465 ms [2021-10-06 20:51:34 main:581] : INFO : Epoch 2014 | loss: 0.0311127 | val_loss: 0.0311646 | Time: 1459.44 ms [2021-10-06 20:51:36 main:581] : INFO : Epoch 2015 | loss: 0.031115 | val_loss: 0.0311607 | Time: 1460.35 ms [2021-10-06 20:51:37 main:581] : INFO : Epoch 2016 | loss: 0.0311154 | val_loss: 0.03116 | Time: 1447.35 ms [2021-10-06 20:51:39 main:581] : INFO : Epoch 2017 | loss: 0.0311112 | val_loss: 0.0311667 | Time: 1451.12 ms [2021-10-06 20:51:40 main:581] : INFO : Epoch 2018 | loss: 0.0311107 | val_loss: 0.0311642 | Time: 1455.22 ms [2021-10-06 20:51:42 main:581] : INFO : Epoch 2019 | loss: 0.0311122 | val_loss: 0.0311713 | Time: 1452.78 ms [2021-10-06 20:51:43 main:581] : INFO : Epoch 2020 | loss: 0.0311165 | val_loss: 0.0311619 | Time: 1450.71 ms [2021-10-06 20:51:45 main:581] : INFO : Epoch 2021 | loss: 0.0311174 | val_loss: 0.0311623 | Time: 1473.94 ms [2021-10-06 20:51:46 main:581] : INFO : Epoch 2022 | loss: 0.0311153 | val_loss: 0.0311675 | Time: 1466.06 ms [2021-10-06 20:51:48 main:581] : INFO : Epoch 2023 | loss: 0.0311133 | val_loss: 0.0311596 | Time: 1451.31 ms [2021-10-06 20:51:49 main:581] : INFO : Epoch 2024 | loss: 0.0311112 | val_loss: 0.0311765 | Time: 1469.68 ms [2021-10-06 20:51:51 main:581] : INFO : Epoch 2025 | loss: 0.0311127 | val_loss: 0.0311723 | Time: 1443.01 ms [2021-10-06 20:51:52 main:581] : INFO : Epoch 2026 | loss: 0.0311116 | val_loss: 0.0311719 | Time: 1462.46 ms [2021-10-06 20:51:53 main:581] : INFO : Epoch 2027 | loss: 0.0311087 | val_loss: 0.031166 | Time: 1447.59 ms [2021-10-06 20:51:55 main:581] : INFO : Epoch 2028 | loss: 0.0311084 | val_loss: 0.0311771 | Time: 1467.85 ms [2021-10-06 20:51:56 main:581] : INFO : Epoch 2029 | loss: 0.0311082 | val_loss: 0.0311767 | Time: 1462.51 ms [2021-10-06 20:51:58 main:581] : INFO : Epoch 2030 | loss: 0.0311101 | val_loss: 0.0311669 | Time: 1515.13 ms [2021-10-06 20:51:59 main:581] : INFO : Epoch 2031 | loss: 0.0311095 | val_loss: 0.031166 | Time: 1437.3 ms [2021-10-06 20:52:01 main:581] : INFO : Epoch 2032 | loss: 0.0311125 | val_loss: 0.0311628 | Time: 1464.77 ms [2021-10-06 20:52:02 main:581] : INFO : Epoch 2033 | loss: 0.0311321 | val_loss: 0.0311559 | Time: 1463.64 ms [2021-10-06 20:52:04 main:581] : INFO : Epoch 2034 | loss: 0.0311315 | val_loss: 0.0311579 | Time: 1459.16 ms [2021-10-06 20:52:05 main:581] : INFO : Epoch 2035 | loss: 0.0311252 | val_loss: 0.0311658 | Time: 1454.56 ms [2021-10-06 20:52:07 main:581] : INFO : Epoch 2036 | loss: 0.0311231 | val_loss: 0.0311629 | Time: 1471.23 ms [2021-10-06 20:52:08 main:581] : INFO : Epoch 2037 | loss: 0.0311202 | val_loss: 0.0311695 | Time: 1474.03 ms [2021-10-06 20:52:10 main:581] : INFO : Epoch 2038 | loss: 0.031117 | val_loss: 0.0311624 | Time: 1459.88 ms [2021-10-06 20:52:11 main:581] : INFO : Epoch 2039 | loss: 0.0311162 | val_loss: 0.0311616 | Time: 1452.83 ms [2021-10-06 20:52:12 main:581] : INFO : Epoch 2040 | loss: 0.0311165 | val_loss: 0.0311626 | Time: 1471.16 ms [2021-10-06 20:52:14 main:581] : INFO : Epoch 2041 | loss: 0.0311152 | val_loss: 0.0311648 | Time: 1464.75 ms [2021-10-06 20:52:15 main:581] : INFO : Epoch 2042 | loss: 0.0311142 | val_loss: 0.0311618 | Time: 1448.97 ms [2021-10-06 20:52:17 main:581] : INFO : Epoch 2043 | loss: 0.031116 | val_loss: 0.0311658 | Time: 1465.4 ms [2021-10-06 20:52:18 main:581] : INFO : Epoch 2044 | loss: 0.0311128 | val_loss: 0.031166 | Time: 1431.24 ms [2021-10-06 20:52:20 main:581] : INFO : Epoch 2045 | loss: 0.0311107 | val_loss: 0.0311687 | Time: 1456.5 ms [2021-10-06 20:52:21 main:581] : INFO : Epoch 2046 | loss: 0.0311095 | val_loss: 0.0311632 | Time: 1447.68 ms [2021-10-06 20:52:23 main:581] : INFO : Epoch 2047 | loss: 0.0311099 | val_loss: 0.0311695 | Time: 1506.45 ms [2021-10-06 20:52:24 main:581] : INFO : Epoch 2048 | loss: 0.031111 | val_loss: 0.0311745 | Time: 1477.37 ms [2021-10-06 20:52:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311745 [2021-10-06 20:52:24 main:610] : INFO : Saving end state to config to file [2021-10-06 20:52:24 main:615] : INFO : Success, exiting.. 20:52:24 (973358): 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)