Task 7800305
| Name | ParityModified-1631734727-12134-1_1 |
| Workunit | 5157279 |
| Created | 4 Oct 2021, 5:39:40 UTC |
| Sent | 4 Oct 2021, 6:02:18 UTC |
| Report deadline | 11 Oct 2021, 6:02:18 UTC |
| Received | 5 Oct 2021, 10:18:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 51 min 58 sec |
| CPU time | 51 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 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 | 13.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 5 12:04:48 main:581] : INFO : Epoch 1538 | loss: 0.0312054 | val_loss: 0.0312067 | Time: 1538.08 ms [2021-10-05 12:04:50 main:581] : INFO : Epoch 1539 | loss: 0.0312055 | val_loss: 0.0312113 | Time: 1461.77 ms [2021-10-05 12:04:51 main:581] : INFO : Epoch 1540 | loss: 0.0312091 | val_loss: 0.0312095 | Time: 1454.13 ms [2021-10-05 12:04:53 main:581] : INFO : Epoch 1541 | loss: 0.0312078 | val_loss: 0.031209 | Time: 1590.95 ms [2021-10-05 12:04:55 main:581] : INFO : Epoch 1542 | loss: 0.0312076 | val_loss: 0.0312084 | Time: 1604.64 ms [2021-10-05 12:04:56 main:581] : INFO : Epoch 1543 | loss: 0.0312058 | val_loss: 0.031207 | Time: 1425.13 ms [2021-10-05 12:04:57 main:581] : INFO : Epoch 1544 | loss: 0.031206 | val_loss: 0.0312072 | Time: 1466.02 ms [2021-10-05 12:04:59 main:581] : INFO : Epoch 1545 | loss: 0.0312075 | val_loss: 0.0312072 | Time: 1468.34 ms [2021-10-05 12:05:00 main:581] : INFO : Epoch 1546 | loss: 0.0312071 | val_loss: 0.0312084 | Time: 1419.03 ms [2021-10-05 12:05:02 main:581] : INFO : Epoch 1547 | loss: 0.0312119 | val_loss: 0.0312243 | Time: 1419.21 ms [2021-10-05 12:05:03 main:581] : INFO : Epoch 1548 | loss: 0.0312136 | val_loss: 0.0312138 | Time: 1477.88 ms [2021-10-05 12:05:05 main:581] : INFO : Epoch 1549 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 1543.97 ms [2021-10-05 12:05:06 main:581] : INFO : Epoch 1550 | loss: 0.0312067 | val_loss: 0.0312075 | Time: 1572.89 ms [2021-10-05 12:05:08 main:581] : INFO : Epoch 1551 | loss: 0.0312061 | val_loss: 0.031209 | Time: 1505.18 ms [2021-10-05 12:05:09 main:581] : INFO : Epoch 1552 | loss: 0.031206 | val_loss: 0.031207 | Time: 1532 ms [2021-10-05 12:05:11 main:581] : INFO : Epoch 1553 | loss: 0.0312061 | val_loss: 0.031213 | Time: 1596.84 ms [2021-10-05 12:05:13 main:581] : INFO : Epoch 1554 | loss: 0.0312064 | val_loss: 0.0312074 | Time: 1540.59 ms [2021-10-05 12:05:14 main:581] : INFO : Epoch 1555 | loss: 0.031209 | val_loss: 0.0312107 | Time: 1510.49 ms [2021-10-05 12:05:16 main:581] : INFO : Epoch 1556 | loss: 0.0312067 | val_loss: 0.0312066 | Time: 1454.25 ms [2021-10-05 12:05:17 main:581] : INFO : Epoch 1557 | loss: 0.0312055 | val_loss: 0.0312075 | Time: 1485.63 ms [2021-10-05 12:05:19 main:581] : INFO : Epoch 1558 | loss: 0.0312069 | val_loss: 0.031211 | Time: 1576.06 ms [2021-10-05 12:05:20 main:581] : INFO : Epoch 1559 | loss: 0.0312068 | val_loss: 0.0312116 | Time: 1566.05 ms [2021-10-05 12:05:22 main:581] : INFO : Epoch 1560 | loss: 0.0312063 | val_loss: 0.0312076 | Time: 1508.4 ms [2021-10-05 12:05:23 main:581] : INFO : Epoch 1561 | loss: 0.0312069 | val_loss: 0.0312161 | Time: 1488.9 ms [2021-10-05 12:05:25 main:581] : INFO : Epoch 1562 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 1450.96 ms [2021-10-05 12:05:26 main:581] : INFO : Epoch 1563 | loss: 0.0312055 | val_loss: 0.0312069 | Time: 1603.75 ms [2021-10-05 12:05:28 main:581] : INFO : Epoch 1564 | loss: 0.0312053 | val_loss: 0.0312089 | Time: 1559.35 ms [2021-10-05 12:05:29 main:581] : INFO : Epoch 1565 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 1514.41 ms [2021-10-05 12:05:31 main:581] : INFO : Epoch 1566 | loss: 0.0312056 | val_loss: 0.0312068 | Time: 1577.09 ms [2021-10-05 12:05:32 main:581] : INFO : Epoch 1567 | loss: 0.0312074 | val_loss: 0.0312067 | Time: 1532.09 ms [2021-10-05 12:05:34 main:581] : INFO : Epoch 1568 | loss: 0.0312058 | val_loss: 0.0312076 | Time: 1527.59 ms [2021-10-05 12:05:35 main:581] : INFO : Epoch 1569 | loss: 0.0312067 | val_loss: 0.0312132 | Time: 1486.45 ms [2021-10-05 12:05:37 main:581] : INFO : Epoch 1570 | loss: 0.0312084 | val_loss: 0.0312078 | Time: 1577.05 ms [2021-10-05 12:05:38 main:581] : INFO : Epoch 1571 | loss: 0.0312047 | val_loss: 0.0312073 | Time: 1425.12 ms [2021-10-05 12:05:40 main:581] : INFO : Epoch 1572 | loss: 0.0312061 | val_loss: 0.0312069 | Time: 1477.81 ms [2021-10-05 12:05:41 main:581] : INFO : Epoch 1573 | loss: 0.0312045 | val_loss: 0.0312118 | Time: 1453.35 ms [2021-10-05 12:05:43 main:581] : INFO : Epoch 1574 | loss: 0.0312066 | val_loss: 0.0312068 | Time: 1548.26 ms [2021-10-05 12:05:44 main:581] : INFO : Epoch 1575 | loss: 0.031207 | val_loss: 0.0312154 | Time: 1595.48 ms [2021-10-05 12:05:46 main:581] : INFO : Epoch 1576 | loss: 0.031208 | val_loss: 0.031214 | Time: 1476.67 ms [2021-10-05 12:05:47 main:581] : INFO : Epoch 1577 | loss: 0.0312065 | val_loss: 0.0312085 | Time: 1509.75 ms [2021-10-05 12:05:49 main:581] : INFO : Epoch 1578 | loss: 0.0312046 | val_loss: 0.0312081 | Time: 1602.03 ms [2021-10-05 12:05:51 main:581] : INFO : Epoch 1579 | loss: 0.0312072 | val_loss: 0.0312162 | Time: 1525.29 ms [2021-10-05 12:05:52 main:581] : INFO : Epoch 1580 | loss: 0.0312059 | val_loss: 0.0312064 | Time: 1630.62 ms [2021-10-05 12:05:54 main:581] : INFO : Epoch 1581 | loss: 0.0312058 | val_loss: 0.031207 | Time: 1569.22 ms [2021-10-05 12:05:55 main:581] : INFO : Epoch 1582 | loss: 0.0312051 | val_loss: 0.0312129 | Time: 1517.27 ms [2021-10-05 12:05:57 main:581] : INFO : Epoch 1583 | loss: 0.0312071 | val_loss: 0.0312102 | Time: 1658.24 ms [2021-10-05 12:05:59 main:581] : INFO : Epoch 1584 | loss: 0.031205 | val_loss: 0.0312066 | Time: 1599.17 ms [2021-10-05 12:06:00 main:581] : INFO : Epoch 1585 | loss: 0.0312031 | val_loss: 0.031213 | Time: 1480.54 ms [2021-10-05 12:06:02 main:581] : INFO : Epoch 1586 | loss: 0.0312048 | val_loss: 0.0312132 | Time: 1481.05 ms [2021-10-05 12:06:03 main:581] : INFO : Epoch 1587 | loss: 0.0312051 | val_loss: 0.0312104 | Time: 1486.64 ms [2021-10-05 12:06:04 main:581] : INFO : Epoch 1588 | loss: 0.0312044 | val_loss: 0.031208 | Time: 1451.8 ms [2021-10-05 12:06:06 main:581] : INFO : Epoch 1589 | loss: 0.0312055 | val_loss: 0.0312096 | Time: 1479.29 ms [2021-10-05 12:06:07 main:581] : INFO : Epoch 1590 | loss: 0.0312047 | val_loss: 0.0312133 | Time: 1473.9 ms [2021-10-05 12:06:09 main:581] : INFO : Epoch 1591 | loss: 0.031207 | val_loss: 0.031206 | Time: 1563.6 ms [2021-10-05 12:06:11 main:581] : INFO : Epoch 1592 | loss: 0.0312086 | val_loss: 0.0312107 | Time: 1535.01 ms [2021-10-05 12:06:12 main:581] : INFO : Epoch 1593 | loss: 0.0312048 | val_loss: 0.0312056 | Time: 1564.57 ms [2021-10-05 12:06:14 main:581] : INFO : Epoch 1594 | loss: 0.0312046 | val_loss: 0.0312065 | Time: 1530.52 ms [2021-10-05 12:06:15 main:581] : INFO : Epoch 1595 | loss: 0.0312046 | val_loss: 0.0312056 | Time: 1481.07 ms [2021-10-05 12:06:17 main:581] : INFO : Epoch 1596 | loss: 0.0312028 | val_loss: 0.0312104 | Time: 1517.37 ms [2021-10-05 12:06:18 main:581] : INFO : Epoch 1597 | loss: 0.0312045 | val_loss: 0.0312051 | Time: 1470.37 ms [2021-10-05 12:06:20 main:581] : INFO : Epoch 1598 | loss: 0.0312035 | val_loss: 0.0312074 | Time: 1629.74 ms [2021-10-05 12:06:21 main:581] : INFO : Epoch 1599 | loss: 0.0312024 | val_loss: 0.031206 | Time: 1588.42 ms [2021-10-05 12:06:23 main:581] : INFO : Epoch 1600 | loss: 0.0312061 | val_loss: 0.0312069 | Time: 1536.6 ms [2021-10-05 12:06:24 main:581] : INFO : Epoch 1601 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 1494.49 ms [2021-10-05 12:06:26 main:581] : INFO : Epoch 1602 | loss: 0.0312065 | val_loss: 0.031209 | Time: 1450.99 ms [2021-10-05 12:06:27 main:581] : INFO : Epoch 1603 | loss: 0.0312037 | val_loss: 0.0312103 | Time: 1473.13 ms [2021-10-05 12:06:29 main:581] : INFO : Epoch 1604 | loss: 0.0312046 | val_loss: 0.0312094 | Time: 1428.7 ms [2021-10-05 12:06:30 main:581] : INFO : Epoch 1605 | loss: 0.0312041 | val_loss: 0.0312072 | Time: 1489.26 ms [2021-10-05 12:06:32 main:581] : INFO : Epoch 1606 | loss: 0.0312016 | val_loss: 0.0312102 | Time: 1512.19 ms [2021-10-05 12:06:33 main:581] : INFO : Epoch 1607 | loss: 0.0312015 | val_loss: 0.0312054 | Time: 1521.2 ms [2021-10-05 12:06:35 main:581] : INFO : Epoch 1608 | loss: 0.0312014 | val_loss: 0.0312049 | Time: 1507.05 ms [2021-10-05 12:06:36 main:581] : INFO : Epoch 1609 | loss: 0.031205 | val_loss: 0.031206 | Time: 1584.12 ms [2021-10-05 12:06:38 main:581] : INFO : Epoch 1610 | loss: 0.0312044 | val_loss: 0.0312051 | Time: 1545.21 ms [2021-10-05 12:06:39 main:581] : INFO : Epoch 1611 | loss: 0.0312041 | val_loss: 0.031205 | Time: 1547.82 ms [2021-10-05 12:06:41 main:581] : INFO : Epoch 1612 | loss: 0.0312009 | val_loss: 0.0312046 | Time: 1452.39 ms [2021-10-05 12:06:42 main:581] : INFO : Epoch 1613 | loss: 0.0312006 | val_loss: 0.0312065 | Time: 1509.13 ms [2021-10-05 12:06:44 main:581] : INFO : Epoch 1614 | loss: 0.0312062 | val_loss: 0.0312067 | Time: 1540.78 ms [2021-10-05 12:06:46 main:581] : INFO : Epoch 1615 | loss: 0.0312045 | val_loss: 0.0312063 | Time: 1600.24 ms [2021-10-05 12:06:47 main:581] : INFO : Epoch 1616 | loss: 0.0312009 | val_loss: 0.0312077 | Time: 1496.31 ms [2021-10-05 12:06:49 main:581] : INFO : Epoch 1617 | loss: 0.0312025 | val_loss: 0.0312053 | Time: 1480.8 ms [2021-10-05 12:06:50 main:581] : INFO : Epoch 1618 | loss: 0.0312026 | val_loss: 0.0312098 | Time: 1463.61 ms [2021-10-05 12:06:51 main:581] : INFO : Epoch 1619 | loss: 0.0312016 | val_loss: 0.0312047 | Time: 1453.21 ms [2021-10-05 12:06:53 main:581] : INFO : Epoch 1620 | loss: 0.0312012 | val_loss: 0.0312085 | Time: 1483.79 ms [2021-10-05 12:06:54 main:581] : INFO : Epoch 1621 | loss: 0.0312006 | val_loss: 0.0312047 | Time: 1541.39 ms [2021-10-05 12:06:56 main:581] : INFO : Epoch 1622 | loss: 0.031201 | val_loss: 0.0312076 | Time: 1592.18 ms [2021-10-05 12:06:58 main:581] : INFO : Epoch 1623 | loss: 0.0312018 | val_loss: 0.0312069 | Time: 1542.58 ms [2021-10-05 12:06:59 main:581] : INFO : Epoch 1624 | loss: 0.0312007 | val_loss: 0.0312067 | Time: 1599.53 ms [2021-10-05 12:07:01 main:581] : INFO : Epoch 1625 | loss: 0.0312023 | val_loss: 0.0312048 | Time: 1448.06 ms [2021-10-05 12:07:02 main:581] : INFO : Epoch 1626 | loss: 0.0312028 | val_loss: 0.0312072 | Time: 1478.6 ms [2021-10-05 12:07:04 main:581] : INFO : Epoch 1627 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 1390.3 ms [2021-10-05 12:07:05 main:581] : INFO : Epoch 1628 | loss: 0.0312006 | val_loss: 0.0312058 | Time: 1479.88 ms [2021-10-05 12:07:07 main:581] : INFO : Epoch 1629 | loss: 0.0312003 | val_loss: 0.0312033 | Time: 1555.34 ms [2021-10-05 12:07:08 main:581] : INFO : Epoch 1630 | loss: 0.0311999 | val_loss: 0.0312055 | Time: 1422.5 ms [2021-10-05 12:07:09 main:581] : INFO : Epoch 1631 | loss: 0.0312026 | val_loss: 0.0312111 | Time: 1447.04 ms [2021-10-05 12:07:11 main:581] : INFO : Epoch 1632 | loss: 0.0312027 | val_loss: 0.0312054 | Time: 1606.36 ms [2021-10-05 12:07:13 main:581] : INFO : Epoch 1633 | loss: 0.0312 | val_loss: 0.0312047 | Time: 1522.43 ms [2021-10-05 12:07:14 main:581] : INFO : Epoch 1634 | loss: 0.0312017 | val_loss: 0.0312091 | Time: 1424.1 ms [2021-10-05 12:07:15 main:581] : INFO : Epoch 1635 | loss: 0.0312029 | val_loss: 0.0312041 | Time: 1453.69 ms [2021-10-05 12:07:17 main:581] : INFO : Epoch 1636 | loss: 0.0312001 | val_loss: 0.0312053 | Time: 1554.74 ms [2021-10-05 12:07:19 main:581] : INFO : Epoch 1637 | loss: 0.0311997 | val_loss: 0.0312092 | Time: 1665.03 ms [2021-10-05 12:07:20 main:581] : INFO : Epoch 1638 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 1557.51 ms [2021-10-05 12:07:22 main:581] : INFO : Epoch 1639 | loss: 0.031207 | val_loss: 0.0312093 | Time: 1496.48 ms [2021-10-05 12:07:23 main:581] : INFO : Epoch 1640 | loss: 0.0312058 | val_loss: 0.031209 | Time: 1541.7 ms [2021-10-05 12:07:25 main:581] : INFO : Epoch 1641 | loss: 0.0312025 | val_loss: 0.0312114 | Time: 1464.41 ms [2021-10-05 12:07:26 main:581] : INFO : Epoch 1642 | loss: 0.0312027 | val_loss: 0.031204 | Time: 1562.89 ms [2021-10-05 12:07:28 main:581] : INFO : Epoch 1643 | loss: 0.0312025 | val_loss: 0.0312059 | Time: 1459.41 ms [2021-10-05 12:07:29 main:581] : INFO : Epoch 1644 | loss: 0.031205 | val_loss: 0.0312105 | Time: 1449.94 ms [2021-10-05 12:07:31 main:581] : INFO : Epoch 1645 | loss: 0.0312028 | val_loss: 0.0312045 | Time: 1498.03 ms [2021-10-05 12:07:32 main:581] : INFO : Epoch 1646 | loss: 0.0312003 | val_loss: 0.0312041 | Time: 1620.2 ms [2021-10-05 12:07:34 main:581] : INFO : Epoch 1647 | loss: 0.0311985 | val_loss: 0.0312061 | Time: 1577.93 ms [2021-10-05 12:07:35 main:581] : INFO : Epoch 1648 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 1504.47 ms [2021-10-05 12:07:37 main:581] : INFO : Epoch 1649 | loss: 0.0312023 | val_loss: 0.0312094 | Time: 1497.13 ms [2021-10-05 12:07:38 main:581] : INFO : Epoch 1650 | loss: 0.0312011 | val_loss: 0.0312051 | Time: 1422.57 ms [2021-10-05 12:07:40 main:581] : INFO : Epoch 1651 | loss: 0.0311987 | val_loss: 0.031204 | Time: 1534.25 ms [2021-10-05 12:07:41 main:581] : INFO : Epoch 1652 | loss: 0.0312 | val_loss: 0.0312091 | Time: 1551.2 ms [2021-10-05 12:07:43 main:581] : INFO : Epoch 1653 | loss: 0.0312046 | val_loss: 0.0312114 | Time: 1594.68 ms [2021-10-05 12:07:45 main:581] : INFO : Epoch 1654 | loss: 0.0312021 | val_loss: 0.0312113 | Time: 1538.63 ms [2021-10-05 12:07:46 main:581] : INFO : Epoch 1655 | loss: 0.0312019 | val_loss: 0.0312043 | Time: 1557.03 ms [2021-10-05 12:07:48 main:581] : INFO : Epoch 1656 | loss: 0.0312009 | val_loss: 0.0312044 | Time: 1527.35 ms [2021-10-05 12:07:49 main:581] : INFO : Epoch 1657 | loss: 0.0311996 | val_loss: 0.0312044 | Time: 1440.47 ms [2021-10-05 12:07:51 main:581] : INFO : Epoch 1658 | loss: 0.0312002 | val_loss: 0.0312045 | Time: 1553.76 ms [2021-10-05 12:07:52 main:581] : INFO : Epoch 1659 | loss: 0.0312008 | val_loss: 0.0312052 | Time: 1500.05 ms [2021-10-05 12:07:54 main:581] : INFO : Epoch 1660 | loss: 0.0311991 | val_loss: 0.0312057 | Time: 1450.32 ms [2021-10-05 12:07:55 main:581] : INFO : Epoch 1661 | loss: 0.0311999 | val_loss: 0.0312102 | Time: 1520.13 ms [2021-10-05 12:07:57 main:581] : INFO : Epoch 1662 | loss: 0.0312062 | val_loss: 0.0312192 | Time: 1539.32 ms [2021-10-05 12:07:58 main:581] : INFO : Epoch 1663 | loss: 0.0312117 | val_loss: 0.0312075 | Time: 1497.01 ms [2021-10-05 12:08:00 main:581] : INFO : Epoch 1664 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 1595.41 ms [2021-10-05 12:08:01 main:581] : INFO : Epoch 1665 | loss: 0.0312017 | val_loss: 0.0312068 | Time: 1501.1 ms [2021-10-05 12:08:03 main:581] : INFO : Epoch 1666 | loss: 0.0311994 | val_loss: 0.0312055 | Time: 1422.49 ms [2021-10-05 12:08:04 main:581] : INFO : Epoch 1667 | loss: 0.0311991 | val_loss: 0.031206 | Time: 1588.19 ms [2021-10-05 12:08:06 main:581] : INFO : Epoch 1668 | loss: 0.0312005 | val_loss: 0.0312053 | Time: 1560.43 ms [2021-10-05 12:08:07 main:581] : INFO : Epoch 1669 | loss: 0.0312018 | val_loss: 0.0312181 | Time: 1507.84 ms [2021-10-05 12:08:09 main:581] : INFO : Epoch 1670 | loss: 0.0312047 | val_loss: 0.0312054 | Time: 1648.19 ms [2021-10-05 12:08:10 main:581] : INFO : Epoch 1671 | loss: 0.0312002 | val_loss: 0.0312059 | Time: 1562.71 ms [2021-10-05 12:08:12 main:581] : INFO : Epoch 1672 | loss: 0.0311988 | val_loss: 0.0312041 | Time: 1594.13 ms [2021-10-05 12:08:14 main:581] : INFO : Epoch 1673 | loss: 0.0311983 | val_loss: 0.0312067 | Time: 1479.74 ms [2021-10-05 12:08:15 main:581] : INFO : Epoch 1674 | loss: 0.0311983 | val_loss: 0.0312089 | Time: 1507.2 ms [2021-10-05 12:08:17 main:581] : INFO : Epoch 1675 | loss: 0.0312025 | val_loss: 0.0312041 | Time: 1483.04 ms [2021-10-05 12:08:18 main:581] : INFO : Epoch 1676 | loss: 0.0311986 | val_loss: 0.0312046 | Time: 1480.48 ms [2021-10-05 12:08:20 main:581] : INFO : Epoch 1677 | loss: 0.0311981 | val_loss: 0.0312046 | Time: 1458.13 ms [2021-10-05 12:08:21 main:581] : INFO : Epoch 1678 | loss: 0.031199 | val_loss: 0.0312128 | Time: 1517.61 ms [2021-10-05 12:08:23 main:581] : INFO : Epoch 1679 | loss: 0.0311985 | val_loss: 0.031205 | Time: 1507.72 ms [2021-10-05 12:08:24 main:581] : INFO : Epoch 1680 | loss: 0.0311993 | val_loss: 0.0312083 | Time: 1523.27 ms [2021-10-05 12:08:26 main:581] : INFO : Epoch 1681 | loss: 0.0311977 | val_loss: 0.0312035 | Time: 1531.31 ms [2021-10-05 12:08:27 main:581] : INFO : Epoch 1682 | loss: 0.031197 | val_loss: 0.0312054 | Time: 1507.51 ms [2021-10-05 12:08:29 main:581] : INFO : Epoch 1683 | loss: 0.0311977 | val_loss: 0.0312066 | Time: 1528.19 ms [2021-10-05 12:08:30 main:581] : INFO : Epoch 1684 | loss: 0.0311964 | val_loss: 0.0312074 | Time: 1508.4 ms [2021-10-05 12:08:32 main:581] : INFO : Epoch 1685 | loss: 0.0311969 | val_loss: 0.0312047 | Time: 1600.69 ms [2021-10-05 12:08:33 main:581] : INFO : Epoch 1686 | loss: 0.0311968 | val_loss: 0.0312049 | Time: 1492.04 ms [2021-10-05 12:08:35 main:581] : INFO : Epoch 1687 | loss: 0.031197 | val_loss: 0.0312061 | Time: 1492.59 ms [2021-10-05 12:08:36 main:581] : INFO : Epoch 1688 | loss: 0.0311991 | val_loss: 0.0312168 | Time: 1469.9 ms [2021-10-05 12:08:38 main:581] : INFO : Epoch 1689 | loss: 0.031202 | val_loss: 0.0312111 | Time: 1474.89 ms [2021-10-05 12:08:39 main:581] : INFO : Epoch 1690 | loss: 0.0312037 | val_loss: 0.0312153 | Time: 1476.68 ms [2021-10-05 12:08:41 main:581] : INFO : Epoch 1691 | loss: 0.031202 | val_loss: 0.0312072 | Time: 1456.6 ms [2021-10-05 12:08:42 main:581] : INFO : Epoch 1692 | loss: 0.0311985 | val_loss: 0.0312113 | Time: 1450.62 ms [2021-10-05 12:08:44 main:581] : INFO : Epoch 1693 | loss: 0.031201 | val_loss: 0.0312099 | Time: 1545.66 ms [2021-10-05 12:08:45 main:581] : INFO : Epoch 1694 | loss: 0.031199 | val_loss: 0.0312057 | Time: 1539.35 ms [2021-10-05 12:08:47 main:581] : INFO : Epoch 1695 | loss: 0.0311976 | val_loss: 0.0312043 | Time: 1546.4 ms [2021-10-05 12:08:48 main:581] : INFO : Epoch 1696 | loss: 0.0311973 | val_loss: 0.0312058 | Time: 1547.73 ms [2021-10-05 12:08:50 main:581] : INFO : Epoch 1697 | loss: 0.0311966 | val_loss: 0.0312047 | Time: 1588.72 ms [2021-10-05 12:08:51 main:581] : INFO : Epoch 1698 | loss: 0.0311979 | val_loss: 0.0312013 | Time: 1597.94 ms [2021-10-05 12:08:53 main:581] : INFO : Epoch 1699 | loss: 0.0311978 | val_loss: 0.0311996 | Time: 1553.2 ms [2021-10-05 12:08:55 main:581] : INFO : Epoch 1700 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 1648.25 ms [2021-10-05 12:08:56 main:581] : INFO : Epoch 1701 | loss: 0.0311958 | val_loss: 0.0311977 | Time: 1652.25 ms [2021-10-05 12:08:58 main:581] : INFO : Epoch 1702 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 1524.25 ms [2021-10-05 12:08:59 main:581] : INFO : Epoch 1703 | loss: 0.0311957 | val_loss: 0.0312037 | Time: 1574.37 ms [2021-10-05 12:09:01 main:581] : INFO : Epoch 1704 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1501.58 ms [2021-10-05 12:09:02 main:581] : INFO : Epoch 1705 | loss: 0.0311946 | val_loss: 0.0311982 | Time: 1444.55 ms [2021-10-05 12:09:04 main:581] : INFO : Epoch 1706 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 1429.14 ms [2021-10-05 12:09:05 main:581] : INFO : Epoch 1707 | loss: 0.0311938 | val_loss: 0.0311958 | Time: 1606.23 ms [2021-10-05 12:09:07 main:581] : INFO : Epoch 1708 | loss: 0.0311927 | val_loss: 0.0311956 | Time: 1449.72 ms [2021-10-05 12:09:08 main:581] : INFO : Epoch 1709 | loss: 0.0311936 | val_loss: 0.0311992 | Time: 1413.69 ms [2021-10-05 12:09:10 main:581] : INFO : Epoch 1710 | loss: 0.031194 | val_loss: 0.0311958 | Time: 1402.32 ms [2021-10-05 12:09:11 main:581] : INFO : Epoch 1711 | loss: 0.0311936 | val_loss: 0.0311958 | Time: 1574.94 ms [2021-10-05 12:09:13 main:581] : INFO : Epoch 1712 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 1437.24 ms [2021-10-05 12:09:14 main:581] : INFO : Epoch 1713 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 1449.05 ms [2021-10-05 12:09:16 main:581] : INFO : Epoch 1714 | loss: 0.031196 | val_loss: 0.0311951 | Time: 1515.15 ms [2021-10-05 12:09:17 main:581] : INFO : Epoch 1715 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 1453.51 ms [2021-10-05 12:09:19 main:581] : INFO : Epoch 1716 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 1461.72 ms [2021-10-05 12:09:20 main:581] : INFO : Epoch 1717 | loss: 0.0311918 | val_loss: 0.0311951 | Time: 1442.85 ms [2021-10-05 12:09:22 main:581] : INFO : Epoch 1718 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 1563.79 ms [2021-10-05 12:09:23 main:581] : INFO : Epoch 1719 | loss: 0.0311909 | val_loss: 0.0311939 | Time: 1527.95 ms [2021-10-05 12:09:25 main:581] : INFO : Epoch 1720 | loss: 0.0311898 | val_loss: 0.031194 | Time: 1564.01 ms [2021-10-05 12:09:26 main:581] : INFO : Epoch 1721 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 1569.49 ms [2021-10-05 12:09:28 main:581] : INFO : Epoch 1722 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 1448.88 ms [2021-10-05 12:09:29 main:581] : INFO : Epoch 1723 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 1452.87 ms [2021-10-05 12:09:31 main:581] : INFO : Epoch 1724 | loss: 0.031192 | val_loss: 0.0311971 | Time: 1515.43 ms [2021-10-05 12:09:32 main:581] : INFO : Epoch 1725 | loss: 0.0311908 | val_loss: 0.0311923 | Time: 1423.4 ms [2021-10-05 12:09:34 main:581] : INFO : Epoch 1726 | loss: 0.0311875 | val_loss: 0.0311929 | Time: 1559.37 ms [2021-10-05 12:09:35 main:581] : INFO : Epoch 1727 | loss: 0.0311875 | val_loss: 0.0311952 | Time: 1589.23 ms [2021-10-05 12:09:37 main:581] : INFO : Epoch 1728 | loss: 0.0311909 | val_loss: 0.0312039 | Time: 1462.11 ms [2021-10-05 12:09:38 main:581] : INFO : Epoch 1729 | loss: 0.0311884 | val_loss: 0.0311947 | Time: 1486.04 ms [2021-10-05 12:09:40 main:581] : INFO : Epoch 1730 | loss: 0.0311866 | val_loss: 0.0311927 | Time: 1471.67 ms [2021-10-05 12:09:41 main:581] : INFO : Epoch 1731 | loss: 0.0311858 | val_loss: 0.0311992 | Time: 1587.89 ms [2021-10-05 12:09:43 main:581] : INFO : Epoch 1732 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 1564.06 ms [2021-10-05 12:09:44 main:581] : INFO : Epoch 1733 | loss: 0.0311843 | val_loss: 0.0311923 | Time: 1537.37 ms [2021-10-05 12:09:46 main:581] : INFO : Epoch 1734 | loss: 0.0311855 | val_loss: 0.0311952 | Time: 1454.24 ms [2021-10-05 12:09:47 main:581] : INFO : Epoch 1735 | loss: 0.0311844 | val_loss: 0.031192 | Time: 1500.6 ms [2021-10-05 12:09:49 main:581] : INFO : Epoch 1736 | loss: 0.0311852 | val_loss: 0.0311965 | Time: 1538.71 ms [2021-10-05 12:09:50 main:581] : INFO : Epoch 1737 | loss: 0.031185 | val_loss: 0.0311906 | Time: 1511.08 ms [2021-10-05 12:09:52 main:581] : INFO : Epoch 1738 | loss: 0.0311835 | val_loss: 0.0311926 | Time: 1482.41 ms [2021-10-05 12:09:53 main:581] : INFO : Epoch 1739 | loss: 0.0311836 | val_loss: 0.0311945 | Time: 1578.69 ms [2021-10-05 12:09:55 main:581] : INFO : Epoch 1740 | loss: 0.0311853 | val_loss: 0.031191 | Time: 1531.71 ms [2021-10-05 12:09:56 main:581] : INFO : Epoch 1741 | loss: 0.0311819 | val_loss: 0.0311915 | Time: 1581.57 ms [2021-10-05 12:09:58 main:581] : INFO : Epoch 1742 | loss: 0.0311825 | val_loss: 0.0311959 | Time: 1566.08 ms [2021-10-05 12:10:00 main:581] : INFO : Epoch 1743 | loss: 0.0311824 | val_loss: 0.0311936 | Time: 1492.16 ms [2021-10-05 12:10:01 main:581] : INFO : Epoch 1744 | loss: 0.0311819 | val_loss: 0.0311911 | Time: 1459.91 ms [2021-10-05 12:10:02 main:581] : INFO : Epoch 1745 | loss: 0.031181 | val_loss: 0.0311907 | Time: 1485.67 ms [2021-10-05 12:10:04 main:581] : INFO : Epoch 1746 | loss: 0.0311814 | val_loss: 0.0311937 | Time: 1513.06 ms [2021-10-05 12:10:06 main:581] : INFO : Epoch 1747 | loss: 0.0311841 | val_loss: 0.0311912 | Time: 1512.63 ms [2021-10-05 12:10:07 main:581] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311879 | Time: 1514.79 ms [2021-10-05 12:10:09 main:581] : INFO : Epoch 1749 | loss: 0.0311793 | val_loss: 0.031189 | Time: 1474.84 ms [2021-10-05 12:10:10 main:581] : INFO : Epoch 1750 | loss: 0.0311793 | val_loss: 0.0311896 | Time: 1504.72 ms [2021-10-05 12:10:11 main:581] : INFO : Epoch 1751 | loss: 0.0311791 | val_loss: 0.0311933 | Time: 1449.81 ms [2021-10-05 12:10:13 main:581] : INFO : Epoch 1752 | loss: 0.0311815 | val_loss: 0.0311943 | Time: 1475.84 ms [2021-10-05 12:10:14 main:581] : INFO : Epoch 1753 | loss: 0.0311815 | val_loss: 0.0311916 | Time: 1558.15 ms [2021-10-05 12:10:16 main:581] : INFO : Epoch 1754 | loss: 0.031179 | val_loss: 0.0311885 | Time: 1548.48 ms [2021-10-05 12:10:18 main:581] : INFO : Epoch 1755 | loss: 0.0311795 | val_loss: 0.03119 | Time: 1498.52 ms [2021-10-05 12:10:19 main:581] : INFO : Epoch 1756 | loss: 0.0311801 | val_loss: 0.031191 | Time: 1571.43 ms [2021-10-05 12:10:21 main:581] : INFO : Epoch 1757 | loss: 0.0311794 | val_loss: 0.0311907 | Time: 1580.73 ms [2021-10-05 12:10:22 main:581] : INFO : Epoch 1758 | loss: 0.0311776 | val_loss: 0.0311888 | Time: 1450.85 ms [2021-10-05 12:10:24 main:581] : INFO : Epoch 1759 | loss: 0.0311778 | val_loss: 0.0311865 | Time: 1454.08 ms [2021-10-05 12:10:25 main:581] : INFO : Epoch 1760 | loss: 0.0311784 | val_loss: 0.0311937 | Time: 1485.14 ms [2021-10-05 12:10:27 main:581] : INFO : Epoch 1761 | loss: 0.0311783 | val_loss: 0.0311881 | Time: 1449.99 ms [2021-10-05 12:10:28 main:581] : INFO : Epoch 1762 | loss: 0.0311801 | val_loss: 0.0311891 | Time: 1422.08 ms [2021-10-05 12:10:29 main:581] : INFO : Epoch 1763 | loss: 0.0311821 | val_loss: 0.0311941 | Time: 1526.38 ms [2021-10-05 12:10:31 main:581] : INFO : Epoch 1764 | loss: 0.031183 | val_loss: 0.0311936 | Time: 1439.98 ms [2021-10-05 12:10:32 main:581] : INFO : Epoch 1765 | loss: 0.0311773 | val_loss: 0.0311929 | Time: 1482.94 ms [2021-10-05 12:10:34 main:581] : INFO : Epoch 1766 | loss: 0.031177 | val_loss: 0.0311902 | Time: 1493.34 ms [2021-10-05 12:10:35 main:581] : INFO : Epoch 1767 | loss: 0.0311763 | val_loss: 0.0311914 | Time: 1553.1 ms [2021-10-05 12:10:37 main:581] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311901 | Time: 1544.57 ms [2021-10-05 12:10:39 main:581] : INFO : Epoch 1769 | loss: 0.031176 | val_loss: 0.0311945 | Time: 1620.24 ms [2021-10-05 12:10:40 main:581] : INFO : Epoch 1770 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 1597.14 ms [2021-10-05 12:10:42 main:581] : INFO : Epoch 1771 | loss: 0.0311773 | val_loss: 0.0311941 | Time: 1490.13 ms [2021-10-05 12:10:43 main:581] : INFO : Epoch 1772 | loss: 0.0311761 | val_loss: 0.031192 | Time: 1449.64 ms [2021-10-05 12:10:45 main:581] : INFO : Epoch 1773 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 1477.56 ms [2021-10-05 12:10:46 main:581] : INFO : Epoch 1774 | loss: 0.0311761 | val_loss: 0.0311896 | Time: 1573.05 ms [2021-10-05 12:10:48 main:581] : INFO : Epoch 1775 | loss: 0.0311834 | val_loss: 0.0311984 | Time: 1583.21 ms [2021-10-05 12:10:49 main:581] : INFO : Epoch 1776 | loss: 0.0311798 | val_loss: 0.0312062 | Time: 1609.16 ms [2021-10-05 12:10:51 main:581] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311882 | Time: 1478.25 ms [2021-10-05 12:10:52 main:581] : INFO : Epoch 1778 | loss: 0.0311748 | val_loss: 0.0311856 | Time: 1522.79 ms [2021-10-05 12:10:54 main:581] : INFO : Epoch 1779 | loss: 0.0311741 | val_loss: 0.031185 | Time: 1543.25 ms [2021-10-05 12:10:56 main:581] : INFO : Epoch 1780 | loss: 0.0311731 | val_loss: 0.0311867 | Time: 1607.27 ms [2021-10-05 12:10:57 main:581] : INFO : Epoch 1781 | loss: 0.0311749 | val_loss: 0.0311875 | Time: 1536.15 ms [2021-10-05 12:10:59 main:581] : INFO : Epoch 1782 | loss: 0.0311765 | val_loss: 0.0311874 | Time: 1631.68 ms [2021-10-05 12:11:00 main:581] : INFO : Epoch 1783 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 1558.1 ms [2021-10-05 12:11:02 main:581] : INFO : Epoch 1784 | loss: 0.0311722 | val_loss: 0.0311856 | Time: 1599.62 ms [2021-10-05 12:11:03 main:581] : INFO : Epoch 1785 | loss: 0.0311718 | val_loss: 0.0311864 | Time: 1480.19 ms [2021-10-05 12:11:05 main:581] : INFO : Epoch 1786 | loss: 0.0311717 | val_loss: 0.0311851 | Time: 1560.39 ms [2021-10-05 12:11:06 main:581] : INFO : Epoch 1787 | loss: 0.0311703 | val_loss: 0.031184 | Time: 1491.25 ms [2021-10-05 12:11:08 main:581] : INFO : Epoch 1788 | loss: 0.0311708 | val_loss: 0.0311872 | Time: 1592.3 ms [2021-10-05 12:11:10 main:581] : INFO : Epoch 1789 | loss: 0.0311699 | val_loss: 0.0311874 | Time: 1510.77 ms [2021-10-05 12:11:11 main:581] : INFO : Epoch 1790 | loss: 0.0311726 | val_loss: 0.0311863 | Time: 1516.47 ms [2021-10-05 12:11:12 main:581] : INFO : Epoch 1791 | loss: 0.0311706 | val_loss: 0.0311856 | Time: 1453.47 ms [2021-10-05 12:11:14 main:581] : INFO : Epoch 1792 | loss: 0.031171 | val_loss: 0.031183 | Time: 1442.67 ms [2021-10-05 12:11:15 main:581] : INFO : Epoch 1793 | loss: 0.0311698 | val_loss: 0.0311844 | Time: 1530.52 ms [2021-10-05 12:11:17 main:581] : INFO : Epoch 1794 | loss: 0.0311684 | val_loss: 0.0311827 | Time: 1532.1 ms [2021-10-05 12:11:19 main:581] : INFO : Epoch 1795 | loss: 0.0311704 | val_loss: 0.0311871 | Time: 1549.96 ms [2021-10-05 12:11:20 main:581] : INFO : Epoch 1796 | loss: 0.0311742 | val_loss: 0.0311865 | Time: 1590.53 ms [2021-10-05 12:11:22 main:581] : INFO : Epoch 1797 | loss: 0.031171 | val_loss: 0.0311832 | Time: 1533.68 ms [2021-10-05 12:11:23 main:581] : INFO : Epoch 1798 | loss: 0.0311692 | val_loss: 0.0311835 | Time: 1575.01 ms [2021-10-05 12:11:25 main:581] : INFO : Epoch 1799 | loss: 0.0311679 | val_loss: 0.0311815 | Time: 1547 ms [2021-10-05 12:11:26 main:581] : INFO : Epoch 1800 | loss: 0.0311683 | val_loss: 0.0311838 | Time: 1554.52 ms [2021-10-05 12:11:28 main:581] : INFO : Epoch 1801 | loss: 0.031168 | val_loss: 0.0311839 | Time: 1431.26 ms [2021-10-05 12:11:29 main:581] : INFO : Epoch 1802 | loss: 0.0311672 | val_loss: 0.0311831 | Time: 1452.62 ms [2021-10-05 12:11:31 main:581] : INFO : Epoch 1803 | loss: 0.0311675 | val_loss: 0.0311838 | Time: 1636.03 ms [2021-10-05 12:11:32 main:581] : INFO : Epoch 1804 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 1608.89 ms [2021-10-05 12:11:34 main:581] : INFO : Epoch 1805 | loss: 0.0311678 | val_loss: 0.0311835 | Time: 1565.82 ms [2021-10-05 12:11:36 main:581] : INFO : Epoch 1806 | loss: 0.0311683 | val_loss: 0.0311895 | Time: 1604.59 ms [2021-10-05 12:11:37 main:581] : INFO : Epoch 1807 | loss: 0.0311674 | val_loss: 0.0311793 | Time: 1486.23 ms [2021-10-05 12:11:39 main:581] : INFO : Epoch 1808 | loss: 0.0311684 | val_loss: 0.0311814 | Time: 1484.35 ms [2021-10-05 12:11:40 main:581] : INFO : Epoch 1809 | loss: 0.0311681 | val_loss: 0.0311793 | Time: 1594.02 ms [2021-10-05 12:11:42 main:581] : INFO : Epoch 1810 | loss: 0.0311666 | val_loss: 0.0311839 | Time: 1620.58 ms [2021-10-05 12:11:43 main:581] : INFO : Epoch 1811 | loss: 0.0311666 | val_loss: 0.0311815 | Time: 1611.42 ms [2021-10-05 12:11:45 main:581] : INFO : Epoch 1812 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 1537.16 ms [2021-10-05 12:11:47 main:581] : INFO : Epoch 1813 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 1589.08 ms [2021-10-05 12:11:48 main:581] : INFO : Epoch 1814 | loss: 0.0311656 | val_loss: 0.0311825 | Time: 1465.86 ms [2021-10-05 12:11:50 main:581] : INFO : Epoch 1815 | loss: 0.0311701 | val_loss: 0.0311942 | Time: 1583.63 ms [2021-10-05 12:11:51 main:581] : INFO : Epoch 1816 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 1629.84 ms [2021-10-05 12:11:53 main:581] : INFO : Epoch 1817 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 1578.98 ms [2021-10-05 12:11:54 main:581] : INFO : Epoch 1818 | loss: 0.031164 | val_loss: 0.0311798 | Time: 1520.95 ms [2021-10-05 12:11:56 main:581] : INFO : Epoch 1819 | loss: 0.0311678 | val_loss: 0.0311984 | Time: 1453.26 ms [2021-10-05 12:11:57 main:581] : INFO : Epoch 1820 | loss: 0.0311677 | val_loss: 0.0311806 | Time: 1512.24 ms [2021-10-05 12:11:59 main:581] : INFO : Epoch 1821 | loss: 0.0311655 | val_loss: 0.0311839 | Time: 1509.55 ms [2021-10-05 12:12:00 main:581] : INFO : Epoch 1822 | loss: 0.0311651 | val_loss: 0.0311862 | Time: 1590.31 ms [2021-10-05 12:12:02 main:581] : INFO : Epoch 1823 | loss: 0.0311641 | val_loss: 0.0311798 | Time: 1638.54 ms [2021-10-05 12:12:04 main:581] : INFO : Epoch 1824 | loss: 0.0311629 | val_loss: 0.0311818 | Time: 1531.85 ms [2021-10-05 12:12:05 main:581] : INFO : Epoch 1825 | loss: 0.0311627 | val_loss: 0.0311793 | Time: 1480.65 ms [2021-10-05 12:12:07 main:581] : INFO : Epoch 1826 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 1516.05 ms [2021-10-05 12:12:08 main:581] : INFO : Epoch 1827 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 1549.66 ms [2021-10-05 12:12:10 main:581] : INFO : Epoch 1828 | loss: 0.0311651 | val_loss: 0.031186 | Time: 1589.42 ms [2021-10-05 12:12:11 main:581] : INFO : Epoch 1829 | loss: 0.0311649 | val_loss: 0.0311817 | Time: 1589.61 ms [2021-10-05 12:12:13 main:581] : INFO : Epoch 1830 | loss: 0.0311617 | val_loss: 0.0311829 | Time: 1533.65 ms [2021-10-05 12:12:14 main:581] : INFO : Epoch 1831 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 1562.61 ms [2021-10-05 12:12:16 main:581] : INFO : Epoch 1832 | loss: 0.0311642 | val_loss: 0.0311789 | Time: 1578.75 ms [2021-10-05 12:12:18 main:581] : INFO : Epoch 1833 | loss: 0.0311655 | val_loss: 0.0311829 | Time: 1538.56 ms [2021-10-05 12:12:19 main:581] : INFO : Epoch 1834 | loss: 0.0311634 | val_loss: 0.0311802 | Time: 1483.19 ms [2021-10-05 12:12:21 main:581] : INFO : Epoch 1835 | loss: 0.0311608 | val_loss: 0.0311797 | Time: 1514.35 ms [2021-10-05 12:12:22 main:581] : INFO : Epoch 1836 | loss: 0.0311629 | val_loss: 0.0311773 | Time: 1486.86 ms [2021-10-05 12:12:23 main:581] : INFO : Epoch 1837 | loss: 0.0311629 | val_loss: 0.0311795 | Time: 1454.31 ms [2021-10-05 12:12:25 main:581] : INFO : Epoch 1838 | loss: 0.0311624 | val_loss: 0.0311805 | Time: 1506.5 ms [2021-10-05 12:12:27 main:581] : INFO : Epoch 1839 | loss: 0.0311609 | val_loss: 0.0311783 | Time: 1611.61 ms [2021-10-05 12:12:28 main:581] : INFO : Epoch 1840 | loss: 0.03116 | val_loss: 0.0311802 | Time: 1480.91 ms [2021-10-05 12:12:30 main:581] : INFO : Epoch 1841 | loss: 0.0311617 | val_loss: 0.0311774 | Time: 1469.27 ms [2021-10-05 12:12:31 main:581] : INFO : Epoch 1842 | loss: 0.0311606 | val_loss: 0.0311788 | Time: 1502.09 ms [2021-10-05 12:12:33 main:581] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.031178 | Time: 1520.19 ms [2021-10-05 12:12:34 main:581] : INFO : Epoch 1844 | loss: 0.0311606 | val_loss: 0.0311771 | Time: 1594.13 ms [2021-10-05 12:12:36 main:581] : INFO : Epoch 1845 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 1615.49 ms [2021-10-05 12:12:37 main:581] : INFO : Epoch 1846 | loss: 0.0311598 | val_loss: 0.0311789 | Time: 1600.52 ms [2021-10-05 12:12:39 main:581] : INFO : Epoch 1847 | loss: 0.0311584 | val_loss: 0.031181 | Time: 1661.28 ms [2021-10-05 12:12:41 main:581] : INFO : Epoch 1848 | loss: 0.0311616 | val_loss: 0.0311799 | Time: 1609.68 ms [2021-10-05 12:12:42 main:581] : INFO : Epoch 1849 | loss: 0.031161 | val_loss: 0.031183 | Time: 1493.31 ms [2021-10-05 12:12:44 main:581] : INFO : Epoch 1850 | loss: 0.0311622 | val_loss: 0.031181 | Time: 1497.7 ms [2021-10-05 12:12:45 main:581] : INFO : Epoch 1851 | loss: 0.0311631 | val_loss: 0.0311805 | Time: 1565.81 ms [2021-10-05 12:12:47 main:581] : INFO : Epoch 1852 | loss: 0.0311609 | val_loss: 0.0311808 | Time: 1501.13 ms [2021-10-05 12:12:48 main:581] : INFO : Epoch 1853 | loss: 0.0311609 | val_loss: 0.0311779 | Time: 1485.48 ms [2021-10-05 12:12:50 main:581] : INFO : Epoch 1854 | loss: 0.0311607 | val_loss: 0.0311802 | Time: 1496 ms [2021-10-05 12:12:51 main:581] : INFO : Epoch 1855 | loss: 0.0311587 | val_loss: 0.0311806 | Time: 1633.91 ms [2021-10-05 12:12:53 main:581] : INFO : Epoch 1856 | loss: 0.031158 | val_loss: 0.0311791 | Time: 1617.82 ms [2021-10-05 12:12:55 main:581] : INFO : Epoch 1857 | loss: 0.0311618 | val_loss: 0.0311841 | Time: 1589.46 ms [2021-10-05 12:12:56 main:581] : INFO : Epoch 1858 | loss: 0.0311596 | val_loss: 0.0311808 | Time: 1570.71 ms [2021-10-05 12:12:58 main:581] : INFO : Epoch 1859 | loss: 0.0311589 | val_loss: 0.0311849 | Time: 1630.04 ms [2021-10-05 12:12:59 main:581] : INFO : Epoch 1860 | loss: 0.0311581 | val_loss: 0.0311796 | Time: 1622.7 ms [2021-10-05 12:13:01 main:581] : INFO : Epoch 1861 | loss: 0.0311585 | val_loss: 0.031183 | Time: 1640.28 ms [2021-10-05 12:13:03 main:581] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.0311787 | Time: 1620.41 ms [2021-10-05 12:13:04 main:581] : INFO : Epoch 1863 | loss: 0.0311575 | val_loss: 0.0311814 | Time: 1639.78 ms [2021-10-05 12:13:06 main:581] : INFO : Epoch 1864 | loss: 0.0311606 | val_loss: 0.0311799 | Time: 1578.68 ms [2021-10-05 12:13:07 main:581] : INFO : Epoch 1865 | loss: 0.0311598 | val_loss: 0.0311767 | Time: 1625.39 ms [2021-10-05 12:13:09 main:581] : INFO : Epoch 1866 | loss: 0.0311605 | val_loss: 0.0311949 | Time: 1636.54 ms [2021-10-05 12:13:11 main:581] : INFO : Epoch 1867 | loss: 0.0311613 | val_loss: 0.0311807 | Time: 1663.54 ms [2021-10-05 12:13:12 main:581] : INFO : Epoch 1868 | loss: 0.0311582 | val_loss: 0.0311808 | Time: 1453.41 ms [2021-10-05 12:13:14 main:581] : INFO : Epoch 1869 | loss: 0.0311568 | val_loss: 0.0311793 | Time: 1476.09 ms [2021-10-05 12:13:15 main:581] : INFO : Epoch 1870 | loss: 0.031155 | val_loss: 0.0311826 | Time: 1492.99 ms [2021-10-05 12:13:17 main:581] : INFO : Epoch 1871 | loss: 0.0311578 | val_loss: 0.0311798 | Time: 1524.29 ms [2021-10-05 12:13:18 main:581] : INFO : Epoch 1872 | loss: 0.0311578 | val_loss: 0.0311848 | Time: 1488.9 ms [2021-10-05 12:13:20 main:581] : INFO : Epoch 1873 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 1519.11 ms [2021-10-05 12:13:21 main:581] : INFO : Epoch 1874 | loss: 0.0311576 | val_loss: 0.0311819 | Time: 1511.44 ms [2021-10-05 12:13:23 main:581] : INFO : Epoch 1875 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 1441.1 ms [2021-10-05 12:13:24 main:581] : INFO : Epoch 1876 | loss: 0.0312001 | val_loss: 0.0311922 | Time: 1450.17 ms [2021-10-05 12:13:26 main:581] : INFO : Epoch 1877 | loss: 0.031186 | val_loss: 0.0311828 | Time: 1532.08 ms [2021-10-05 12:13:27 main:581] : INFO : Epoch 1878 | loss: 0.0311798 | val_loss: 0.0311758 | Time: 1541.49 ms [2021-10-05 12:13:29 main:581] : INFO : Epoch 1879 | loss: 0.0311734 | val_loss: 0.0311729 | Time: 1470.64 ms [2021-10-05 12:13:30 main:581] : INFO : Epoch 1880 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1492.4 ms [2021-10-05 12:13:32 main:581] : INFO : Epoch 1881 | loss: 0.031168 | val_loss: 0.0311735 | Time: 1425.03 ms [2021-10-05 12:13:33 main:581] : INFO : Epoch 1882 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 1452.52 ms [2021-10-05 12:13:35 main:581] : INFO : Epoch 1883 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 1453.46 ms [2021-10-05 12:13:36 main:581] : INFO : Epoch 1884 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1448.34 ms [2021-10-05 12:13:37 main:581] : INFO : Epoch 1885 | loss: 0.0311645 | val_loss: 0.0311787 | Time: 1467.78 ms [2021-10-05 12:13:39 main:581] : INFO : Epoch 1886 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 1488.99 ms [2021-10-05 12:13:40 main:581] : INFO : Epoch 1887 | loss: 0.0311627 | val_loss: 0.0311727 | Time: 1559.48 ms [2021-10-05 12:13:42 main:581] : INFO : Epoch 1888 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 1506.87 ms [2021-10-05 12:13:43 main:581] : INFO : Epoch 1889 | loss: 0.0311608 | val_loss: 0.0311719 | Time: 1409.86 ms [2021-10-05 12:13:45 main:581] : INFO : Epoch 1890 | loss: 0.0311633 | val_loss: 0.0311799 | Time: 1448.45 ms [2021-10-05 12:13:46 main:581] : INFO : Epoch 1891 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 1498.07 ms [2021-10-05 12:13:48 main:581] : INFO : Epoch 1892 | loss: 0.0311615 | val_loss: 0.0311762 | Time: 1416.46 ms [2021-10-05 12:13:49 main:581] : INFO : Epoch 1893 | loss: 0.0311604 | val_loss: 0.0311766 | Time: 1422.83 ms [2021-10-05 12:13:51 main:581] : INFO : Epoch 1894 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 1421.05 ms [2021-10-05 12:13:52 main:581] : INFO : Epoch 1895 | loss: 0.031161 | val_loss: 0.0311735 | Time: 1493.44 ms [2021-10-05 12:13:54 main:581] : INFO : Epoch 1896 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 1464.21 ms [2021-10-05 12:13:55 main:581] : INFO : Epoch 1897 | loss: 0.0311625 | val_loss: 0.0311705 | Time: 1505.68 ms [2021-10-05 12:13:57 main:581] : INFO : Epoch 1898 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 1450.89 ms [2021-10-05 12:13:58 main:581] : INFO : Epoch 1899 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 1483.34 ms [2021-10-05 12:13:59 main:581] : INFO : Epoch 1900 | loss: 0.0311585 | val_loss: 0.0311756 | Time: 1442.13 ms [2021-10-05 12:14:01 main:581] : INFO : Epoch 1901 | loss: 0.0311574 | val_loss: 0.0311694 | Time: 1475.15 ms [2021-10-05 12:14:02 main:581] : INFO : Epoch 1902 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 1559.48 ms [2021-10-05 12:14:04 main:581] : INFO : Epoch 1903 | loss: 0.0311559 | val_loss: 0.0311721 | Time: 1493.98 ms [2021-10-05 12:14:05 main:581] : INFO : Epoch 1904 | loss: 0.0311552 | val_loss: 0.0311705 | Time: 1496.31 ms [2021-10-05 12:14:07 main:581] : INFO : Epoch 1905 | loss: 0.031156 | val_loss: 0.0311713 | Time: 1497.93 ms [2021-10-05 12:14:09 main:581] : INFO : Epoch 1906 | loss: 0.0311551 | val_loss: 0.0311692 | Time: 1532.96 ms [2021-10-05 12:14:10 main:581] : INFO : Epoch 1907 | loss: 0.0311562 | val_loss: 0.0311722 | Time: 1457.23 ms [2021-10-05 12:14:11 main:581] : INFO : Epoch 1908 | loss: 0.0311538 | val_loss: 0.0311728 | Time: 1463.58 ms [2021-10-05 12:14:13 main:581] : INFO : Epoch 1909 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 1483.65 ms [2021-10-05 12:14:14 main:581] : INFO : Epoch 1910 | loss: 0.0311536 | val_loss: 0.0311692 | Time: 1425.15 ms [2021-10-05 12:14:16 main:581] : INFO : Epoch 1911 | loss: 0.0311518 | val_loss: 0.0311723 | Time: 1408.46 ms [2021-10-05 12:14:17 main:581] : INFO : Epoch 1912 | loss: 0.0311509 | val_loss: 0.0311698 | Time: 1408.02 ms [2021-10-05 12:14:19 main:581] : INFO : Epoch 1913 | loss: 0.0311528 | val_loss: 0.0311739 | Time: 1466.88 ms [2021-10-05 12:14:20 main:581] : INFO : Epoch 1914 | loss: 0.0311509 | val_loss: 0.0311697 | Time: 1417.51 ms [2021-10-05 12:14:21 main:581] : INFO : Epoch 1915 | loss: 0.0311515 | val_loss: 0.0311735 | Time: 1455.22 ms [2021-10-05 12:14:23 main:581] : INFO : Epoch 1916 | loss: 0.0311506 | val_loss: 0.0311699 | Time: 1501.44 ms [2021-10-05 12:14:25 main:581] : INFO : Epoch 1917 | loss: 0.0311505 | val_loss: 0.031172 | Time: 1534.61 ms [2021-10-05 12:14:26 main:581] : INFO : Epoch 1918 | loss: 0.0311511 | val_loss: 0.0311721 | Time: 1578.25 ms [2021-10-05 12:14:28 main:581] : INFO : Epoch 1919 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 1460.84 ms [2021-10-05 12:14:29 main:581] : INFO : Epoch 1920 | loss: 0.0311521 | val_loss: 0.0311722 | Time: 1529.74 ms [2021-10-05 12:14:31 main:581] : INFO : Epoch 1921 | loss: 0.0311514 | val_loss: 0.0311717 | Time: 1524.11 ms [2021-10-05 12:14:32 main:581] : INFO : Epoch 1922 | loss: 0.0311501 | val_loss: 0.031172 | Time: 1461.8 ms [2021-10-05 12:14:34 main:581] : INFO : Epoch 1923 | loss: 0.0311518 | val_loss: 0.0311719 | Time: 1510.02 ms [2021-10-05 12:14:35 main:581] : INFO : Epoch 1924 | loss: 0.0311504 | val_loss: 0.0311689 | Time: 1425.89 ms [2021-10-05 12:14:37 main:581] : INFO : Epoch 1925 | loss: 0.0311489 | val_loss: 0.0311704 | Time: 1530.85 ms [2021-10-05 12:14:38 main:581] : INFO : Epoch 1926 | loss: 0.0311498 | val_loss: 0.031176 | Time: 1452.58 ms [2021-10-05 12:14:39 main:581] : INFO : Epoch 1927 | loss: 0.0311485 | val_loss: 0.031171 | Time: 1454.35 ms [2021-10-05 12:14:41 main:581] : INFO : Epoch 1928 | loss: 0.0311484 | val_loss: 0.0311767 | Time: 1421.8 ms [2021-10-05 12:14:42 main:581] : INFO : Epoch 1929 | loss: 0.0311513 | val_loss: 0.0311703 | Time: 1498.47 ms [2021-10-05 12:14:44 main:581] : INFO : Epoch 1930 | loss: 0.0311484 | val_loss: 0.031175 | Time: 1481.65 ms [2021-10-05 12:14:45 main:581] : INFO : Epoch 1931 | loss: 0.0311489 | val_loss: 0.0311686 | Time: 1492.04 ms [2021-10-05 12:14:47 main:581] : INFO : Epoch 1932 | loss: 0.0311466 | val_loss: 0.0311717 | Time: 1501.42 ms [2021-10-05 12:14:48 main:581] : INFO : Epoch 1933 | loss: 0.0311485 | val_loss: 0.0311752 | Time: 1461.19 ms [2021-10-05 12:14:50 main:581] : INFO : Epoch 1934 | loss: 0.0311502 | val_loss: 0.03117 | Time: 1505.38 ms [2021-10-05 12:14:51 main:581] : INFO : Epoch 1935 | loss: 0.0311487 | val_loss: 0.0311714 | Time: 1563.97 ms [2021-10-05 12:14:53 main:581] : INFO : Epoch 1936 | loss: 0.0311479 | val_loss: 0.031173 | Time: 1497.18 ms [2021-10-05 12:14:54 main:581] : INFO : Epoch 1937 | loss: 0.0311494 | val_loss: 0.0311732 | Time: 1520.47 ms [2021-10-05 12:14:56 main:581] : INFO : Epoch 1938 | loss: 0.0311474 | val_loss: 0.0311813 | Time: 1493.66 ms [2021-10-05 12:14:57 main:581] : INFO : Epoch 1939 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 1457.62 ms [2021-10-05 12:14:59 main:581] : INFO : Epoch 1940 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 1482.44 ms [2021-10-05 12:15:00 main:581] : INFO : Epoch 1941 | loss: 0.031147 | val_loss: 0.0311745 | Time: 1513.27 ms [2021-10-05 12:15:02 main:581] : INFO : Epoch 1942 | loss: 0.031146 | val_loss: 0.0311731 | Time: 1631.86 ms [2021-10-05 12:15:04 main:581] : INFO : Epoch 1943 | loss: 0.0311513 | val_loss: 0.0311743 | Time: 1591.42 ms [2021-10-05 12:15:05 main:581] : INFO : Epoch 1944 | loss: 0.0315095 | val_loss: 0.0314795 | Time: 1654.9 ms [2021-10-05 12:15:07 main:581] : INFO : Epoch 1945 | loss: 0.0363589 | val_loss: 0.0326367 | Time: 1453.68 ms [2021-10-05 12:15:08 main:581] : INFO : Epoch 1946 | loss: 0.032025 | val_loss: 0.0314179 | Time: 1442.88 ms [2021-10-05 12:15:10 main:581] : INFO : Epoch 1947 | loss: 0.0313513 | val_loss: 0.0312966 | Time: 1476.15 ms [2021-10-05 12:15:11 main:581] : INFO : Epoch 1948 | loss: 0.0312694 | val_loss: 0.0312566 | Time: 1592.68 ms [2021-10-05 12:15:13 main:581] : INFO : Epoch 1949 | loss: 0.0312541 | val_loss: 0.0312517 | Time: 1567.51 ms [2021-10-05 12:15:14 main:581] : INFO : Epoch 1950 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 1561.13 ms [2021-10-05 12:15:16 main:581] : INFO : Epoch 1951 | loss: 0.0312517 | val_loss: 0.0312529 | Time: 1567.63 ms [2021-10-05 12:15:18 main:581] : INFO : Epoch 1952 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1641.28 ms [2021-10-05 12:15:19 main:581] : INFO : Epoch 1953 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1577.19 ms [2021-10-05 12:15:21 main:581] : INFO : Epoch 1954 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1552.57 ms [2021-10-05 12:15:22 main:581] : INFO : Epoch 1955 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1514.93 ms [2021-10-05 12:15:24 main:581] : INFO : Epoch 1956 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1497.06 ms [2021-10-05 12:15:25 main:581] : INFO : Epoch 1957 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1455.22 ms [2021-10-05 12:15:27 main:581] : INFO : Epoch 1958 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1508.11 ms [2021-10-05 12:15:28 main:581] : INFO : Epoch 1959 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1567.28 ms [2021-10-05 12:15:30 main:581] : INFO : Epoch 1960 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1533.49 ms [2021-10-05 12:15:31 main:581] : INFO : Epoch 1961 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1527.32 ms [2021-10-05 12:15:33 main:581] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1519.04 ms [2021-10-05 12:15:34 main:581] : INFO : Epoch 1963 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1610.03 ms [2021-10-05 12:15:36 main:581] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1541.72 ms [2021-10-05 12:15:38 main:581] : INFO : Epoch 1965 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1557.15 ms [2021-10-05 12:15:39 main:581] : INFO : Epoch 1966 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1571.3 ms [2021-10-05 12:15:41 main:581] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1593.99 ms [2021-10-05 12:15:42 main:581] : INFO : Epoch 1968 | loss: 0.031251 | val_loss: 0.0312519 | Time: 1525.96 ms [2021-10-05 12:15:44 main:581] : INFO : Epoch 1969 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1587.84 ms [2021-10-05 12:15:45 main:581] : INFO : Epoch 1970 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1509.96 ms [2021-10-05 12:15:47 main:581] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1477.61 ms [2021-10-05 12:15:48 main:581] : INFO : Epoch 1972 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1523.88 ms [2021-10-05 12:15:50 main:581] : INFO : Epoch 1973 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1470.06 ms [2021-10-05 12:15:51 main:581] : INFO : Epoch 1974 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1499.55 ms [2021-10-05 12:15:53 main:581] : INFO : Epoch 1975 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1591.28 ms [2021-10-05 12:15:54 main:581] : INFO : Epoch 1976 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1583.21 ms [2021-10-05 12:15:56 main:581] : INFO : Epoch 1977 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1571.5 ms [2021-10-05 12:15:58 main:581] : INFO : Epoch 1978 | loss: 0.031251 | val_loss: 0.0312498 | Time: 1553.46 ms [2021-10-05 12:15:59 main:581] : INFO : Epoch 1979 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1599.81 ms [2021-10-05 12:16:01 main:581] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.031254 | Time: 1596.44 ms [2021-10-05 12:16:02 main:581] : INFO : Epoch 1981 | loss: 0.0312526 | val_loss: 0.03125 | Time: 1488.55 ms [2021-10-05 12:16:04 main:581] : INFO : Epoch 1982 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1512.68 ms [2021-10-05 12:16:05 main:581] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1565.83 ms [2021-10-05 12:16:07 main:581] : INFO : Epoch 1984 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1526.77 ms [2021-10-05 12:16:08 main:581] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1576.72 ms [2021-10-05 12:16:10 main:581] : INFO : Epoch 1986 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1544.25 ms [2021-10-05 12:16:12 main:581] : INFO : Epoch 1987 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1541.93 ms [2021-10-05 12:16:13 main:581] : INFO : Epoch 1988 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1481.9 ms [2021-10-05 12:16:15 main:581] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1505.36 ms [2021-10-05 12:16:16 main:581] : INFO : Epoch 1990 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1503.19 ms [2021-10-05 12:16:18 main:581] : INFO : Epoch 1991 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1623.4 ms [2021-10-05 12:16:19 main:581] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1556.86 ms [2021-10-05 12:16:21 main:581] : INFO : Epoch 1993 | loss: 0.0312525 | val_loss: 0.0312527 | Time: 1599.81 ms [2021-10-05 12:16:22 main:581] : INFO : Epoch 1994 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 1604.95 ms [2021-10-05 12:16:24 main:581] : INFO : Epoch 1995 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1536.32 ms [2021-10-05 12:16:25 main:581] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1453.66 ms [2021-10-05 12:16:27 main:581] : INFO : Epoch 1997 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1450.63 ms [2021-10-05 12:16:28 main:581] : INFO : Epoch 1998 | loss: 0.0312512 | val_loss: 0.0312496 | Time: 1464.91 ms [2021-10-05 12:16:30 main:581] : INFO : Epoch 1999 | loss: 0.0312514 | val_loss: 0.031254 | Time: 1603.62 ms [2021-10-05 12:16:32 main:581] : INFO : Epoch 2000 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1627.66 ms [2021-10-05 12:16:33 main:581] : INFO : Epoch 2001 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1472.59 ms [2021-10-05 12:16:35 main:581] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1535.28 ms [2021-10-05 12:16:36 main:581] : INFO : Epoch 2003 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1484.5 ms [2021-10-05 12:16:38 main:581] : INFO : Epoch 2004 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1477.43 ms [2021-10-05 12:16:39 main:581] : INFO : Epoch 2005 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1516.21 ms [2021-10-05 12:16:40 main:581] : INFO : Epoch 2006 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1467.79 ms [2021-10-05 12:16:42 main:581] : INFO : Epoch 2007 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1523.91 ms [2021-10-05 12:16:44 main:581] : INFO : Epoch 2008 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1503.68 ms [2021-10-05 12:16:45 main:581] : INFO : Epoch 2009 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1521.23 ms [2021-10-05 12:16:47 main:581] : INFO : Epoch 2010 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1506.76 ms [2021-10-05 12:16:48 main:581] : INFO : Epoch 2011 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1419.98 ms [2021-10-05 12:16:49 main:581] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1484.88 ms [2021-10-05 12:16:51 main:581] : INFO : Epoch 2013 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1487.04 ms [2021-10-05 12:16:52 main:581] : INFO : Epoch 2014 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1493.68 ms [2021-10-05 12:16:54 main:581] : INFO : Epoch 2015 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1522.54 ms [2021-10-05 12:16:56 main:581] : INFO : Epoch 2016 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1592.01 ms [2021-10-05 12:16:57 main:581] : INFO : Epoch 2017 | loss: 0.0312489 | val_loss: 0.0312529 | Time: 1584.29 ms [2021-10-05 12:16:59 main:581] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1480.24 ms [2021-10-05 12:17:00 main:581] : INFO : Epoch 2019 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1551.08 ms [2021-10-05 12:17:02 main:581] : INFO : Epoch 2020 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1556.31 ms [2021-10-05 12:17:03 main:581] : INFO : Epoch 2021 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1506.35 ms [2021-10-05 12:17:05 main:581] : INFO : Epoch 2022 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1537.51 ms [2021-10-05 12:17:06 main:581] : INFO : Epoch 2023 | loss: 0.0312488 | val_loss: 0.0312529 | Time: 1497.56 ms [2021-10-05 12:17:08 main:581] : INFO : Epoch 2024 | loss: 0.0312519 | val_loss: 0.031257 | Time: 1585.64 ms [2021-10-05 12:17:09 main:581] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312526 | Time: 1489.98 ms [2021-10-05 12:17:11 main:581] : INFO : Epoch 2026 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1485.94 ms [2021-10-05 12:17:12 main:581] : INFO : Epoch 2027 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1548.04 ms [2021-10-05 12:17:14 main:581] : INFO : Epoch 2028 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1515.63 ms [2021-10-05 12:17:15 main:581] : INFO : Epoch 2029 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1453.91 ms [2021-10-05 12:17:17 main:581] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1456.17 ms [2021-10-05 12:17:18 main:581] : INFO : Epoch 2031 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1602.19 ms [2021-10-05 12:17:20 main:581] : INFO : Epoch 2032 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1583.59 ms [2021-10-05 12:17:22 main:581] : INFO : Epoch 2033 | loss: 0.0312515 | val_loss: 0.0312493 | Time: 1605.9 ms [2021-10-05 12:17:23 main:581] : INFO : Epoch 2034 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1550.39 ms [2021-10-05 12:17:25 main:581] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312582 | Time: 1583.97 ms [2021-10-05 12:17:26 main:581] : INFO : Epoch 2036 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1546.7 ms [2021-10-05 12:17:28 main:581] : INFO : Epoch 2037 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1601.34 ms [2021-10-05 12:17:29 main:581] : INFO : Epoch 2038 | loss: 0.0312528 | val_loss: 0.0312541 | Time: 1453.59 ms [2021-10-05 12:17:31 main:581] : INFO : Epoch 2039 | loss: 0.031251 | val_loss: 0.0312499 | Time: 1700.04 ms [2021-10-05 12:17:33 main:581] : INFO : Epoch 2040 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1508.96 ms [2021-10-05 12:17:34 main:581] : INFO : Epoch 2041 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1416.79 ms [2021-10-05 12:17:35 main:581] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1438.28 ms [2021-10-05 12:17:37 main:581] : INFO : Epoch 2043 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1608.82 ms [2021-10-05 12:17:39 main:581] : INFO : Epoch 2044 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1598.35 ms [2021-10-05 12:17:40 main:581] : INFO : Epoch 2045 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1648.52 ms [2021-10-05 12:17:42 main:581] : INFO : Epoch 2046 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1505.26 ms [2021-10-05 12:17:43 main:581] : INFO : Epoch 2047 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1563.36 ms [2021-10-05 12:17:45 main:581] : INFO : Epoch 2048 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1606 ms [2021-10-05 12:17:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312495 [2021-10-05 12:17:45 main:610] : INFO : Saving end state to config to file [2021-10-05 12:17:45 main:615] : INFO : Success, exiting.. 12:17:45 (35577): 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)