Task 4513887
| Name | ParityModified-1612734300-2760-3_1 |
| Workunit | 2446128 |
| Created | 23 Mar 2021, 6:42:30 UTC |
| Sent | 23 Mar 2021, 7:54:57 UTC |
| Report deadline | 30 Mar 2021, 7:54:57 UTC |
| Received | 23 Mar 2021, 8:43:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 48 min 29 sec |
| CPU time | 48 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0312084 | val_loss: 0.0312189 | Time: 1402.67 ms [2021-03-23 09:31:38 main:574] : INFO : Epoch 1543 | loss: 0.0312087 | val_loss: 0.0312108 | Time: 1395 ms [2021-03-23 09:31:39 main:574] : INFO : Epoch 1544 | loss: 0.0312068 | val_loss: 0.0312118 | Time: 1401.81 ms [2021-03-23 09:31:41 main:574] : INFO : Epoch 1545 | loss: 0.0312074 | val_loss: 0.0312137 | Time: 1396.08 ms [2021-03-23 09:31:42 main:574] : INFO : Epoch 1546 | loss: 0.0312077 | val_loss: 0.0312142 | Time: 1399.92 ms [2021-03-23 09:31:43 main:574] : INFO : Epoch 1547 | loss: 0.0312079 | val_loss: 0.0312158 | Time: 1397.54 ms [2021-03-23 09:31:45 main:574] : INFO : Epoch 1548 | loss: 0.0312091 | val_loss: 0.0312122 | Time: 1399.75 ms [2021-03-23 09:31:46 main:574] : INFO : Epoch 1549 | loss: 0.03121 | val_loss: 0.0312136 | Time: 1395.71 ms [2021-03-23 09:31:48 main:574] : INFO : Epoch 1550 | loss: 0.0312085 | val_loss: 0.0312113 | Time: 1405.43 ms [2021-03-23 09:31:49 main:574] : INFO : Epoch 1551 | loss: 0.031207 | val_loss: 0.0312109 | Time: 1400.12 ms [2021-03-23 09:31:50 main:574] : INFO : Epoch 1552 | loss: 0.0312064 | val_loss: 0.0312134 | Time: 1396.03 ms [2021-03-23 09:31:52 main:574] : INFO : Epoch 1553 | loss: 0.0312076 | val_loss: 0.0312118 | Time: 1397.17 ms [2021-03-23 09:31:53 main:574] : INFO : Epoch 1554 | loss: 0.0312073 | val_loss: 0.0312143 | Time: 1399.12 ms [2021-03-23 09:31:55 main:574] : INFO : Epoch 1555 | loss: 0.0312075 | val_loss: 0.0312115 | Time: 1400.76 ms [2021-03-23 09:31:56 main:574] : INFO : Epoch 1556 | loss: 0.031207 | val_loss: 0.0312126 | Time: 1487.38 ms [2021-03-23 09:31:58 main:574] : INFO : Epoch 1557 | loss: 0.0312071 | val_loss: 0.0312111 | Time: 1432.84 ms [2021-03-23 09:31:59 main:574] : INFO : Epoch 1558 | loss: 0.0312072 | val_loss: 0.0312145 | Time: 1400.69 ms [2021-03-23 09:32:00 main:574] : INFO : Epoch 1559 | loss: 0.0312102 | val_loss: 0.0312138 | Time: 1406.37 ms [2021-03-23 09:32:02 main:574] : INFO : Epoch 1560 | loss: 0.0312085 | val_loss: 0.0312136 | Time: 1397.87 ms [2021-03-23 09:32:03 main:574] : INFO : Epoch 1561 | loss: 0.0312069 | val_loss: 0.0312131 | Time: 1399.67 ms [2021-03-23 09:32:05 main:574] : INFO : Epoch 1562 | loss: 0.0312076 | val_loss: 0.0312114 | Time: 1397.82 ms [2021-03-23 09:32:06 main:574] : INFO : Epoch 1563 | loss: 0.0312079 | val_loss: 0.031218 | Time: 1400.75 ms [2021-03-23 09:32:08 main:574] : INFO : Epoch 1564 | loss: 0.0312073 | val_loss: 0.0312135 | Time: 1403.63 ms [2021-03-23 09:32:09 main:574] : INFO : Epoch 1565 | loss: 0.0312067 | val_loss: 0.0312111 | Time: 1396.86 ms [2021-03-23 09:32:10 main:574] : INFO : Epoch 1566 | loss: 0.0312063 | val_loss: 0.0312113 | Time: 1398.71 ms [2021-03-23 09:32:12 main:574] : INFO : Epoch 1567 | loss: 0.0312067 | val_loss: 0.0312109 | Time: 1397.62 ms [2021-03-23 09:32:13 main:574] : INFO : Epoch 1568 | loss: 0.0312074 | val_loss: 0.0312111 | Time: 1395.17 ms [2021-03-23 09:32:15 main:574] : INFO : Epoch 1569 | loss: 0.0312092 | val_loss: 0.0312155 | Time: 1398.4 ms [2021-03-23 09:32:16 main:574] : INFO : Epoch 1570 | loss: 0.0312093 | val_loss: 0.0312108 | Time: 1396.59 ms [2021-03-23 09:32:17 main:574] : INFO : Epoch 1571 | loss: 0.0312063 | val_loss: 0.031212 | Time: 1397.24 ms [2021-03-23 09:32:19 main:574] : INFO : Epoch 1572 | loss: 0.0312061 | val_loss: 0.0312112 | Time: 1397.95 ms [2021-03-23 09:32:20 main:574] : INFO : Epoch 1573 | loss: 0.0312059 | val_loss: 0.0312108 | Time: 1406.9 ms [2021-03-23 09:32:22 main:574] : INFO : Epoch 1574 | loss: 0.0312062 | val_loss: 0.0312122 | Time: 1401.35 ms [2021-03-23 09:32:23 main:574] : INFO : Epoch 1575 | loss: 0.03121 | val_loss: 0.0312117 | Time: 1397.22 ms [2021-03-23 09:32:24 main:574] : INFO : Epoch 1576 | loss: 0.0312064 | val_loss: 0.0312133 | Time: 1396.67 ms [2021-03-23 09:32:26 main:574] : INFO : Epoch 1577 | loss: 0.0312062 | val_loss: 0.0312126 | Time: 1399.47 ms [2021-03-23 09:32:27 main:574] : INFO : Epoch 1578 | loss: 0.0312063 | val_loss: 0.031213 | Time: 1398.01 ms [2021-03-23 09:32:29 main:574] : INFO : Epoch 1579 | loss: 0.0312058 | val_loss: 0.0312122 | Time: 1399.61 ms [2021-03-23 09:32:30 main:574] : INFO : Epoch 1580 | loss: 0.0312065 | val_loss: 0.0312114 | Time: 1403.5 ms [2021-03-23 09:32:32 main:574] : INFO : Epoch 1581 | loss: 0.0312063 | val_loss: 0.0312101 | Time: 1403.48 ms [2021-03-23 09:32:33 main:574] : INFO : Epoch 1582 | loss: 0.0312061 | val_loss: 0.0312113 | Time: 1398.08 ms [2021-03-23 09:32:34 main:574] : INFO : Epoch 1583 | loss: 0.0312075 | val_loss: 0.0312163 | Time: 1400.59 ms [2021-03-23 09:32:36 main:574] : INFO : Epoch 1584 | loss: 0.0312074 | val_loss: 0.0312141 | Time: 1399.58 ms [2021-03-23 09:32:37 main:574] : INFO : Epoch 1585 | loss: 0.0312065 | val_loss: 0.03121 | Time: 1397.23 ms [2021-03-23 09:32:39 main:574] : INFO : Epoch 1586 | loss: 0.0312067 | val_loss: 0.0312126 | Time: 1404.78 ms [2021-03-23 09:32:40 main:574] : INFO : Epoch 1587 | loss: 0.031212 | val_loss: 0.0312171 | Time: 1407.76 ms [2021-03-23 09:32:41 main:574] : INFO : Epoch 1588 | loss: 0.0312104 | val_loss: 0.0312132 | Time: 1398.97 ms [2021-03-23 09:32:43 main:574] : INFO : Epoch 1589 | loss: 0.0312107 | val_loss: 0.0312212 | Time: 1415.64 ms [2021-03-23 09:32:44 main:574] : INFO : Epoch 1590 | loss: 0.0312097 | val_loss: 0.0312173 | Time: 1399.26 ms [2021-03-23 09:32:46 main:574] : INFO : Epoch 1591 | loss: 0.0312099 | val_loss: 0.0312139 | Time: 1396.19 ms [2021-03-23 09:32:47 main:574] : INFO : Epoch 1592 | loss: 0.0312093 | val_loss: 0.0312134 | Time: 1408.83 ms [2021-03-23 09:32:48 main:574] : INFO : Epoch 1593 | loss: 0.0312091 | val_loss: 0.031213 | Time: 1401.66 ms [2021-03-23 09:32:50 main:574] : INFO : Epoch 1594 | loss: 0.0312081 | val_loss: 0.0312127 | Time: 1398.02 ms [2021-03-23 09:32:51 main:574] : INFO : Epoch 1595 | loss: 0.0312076 | val_loss: 0.031212 | Time: 1400.34 ms [2021-03-23 09:32:53 main:574] : INFO : Epoch 1596 | loss: 0.0312077 | val_loss: 0.0312253 | Time: 1399.57 ms [2021-03-23 09:32:54 main:574] : INFO : Epoch 1597 | loss: 0.0312106 | val_loss: 0.0312123 | Time: 1394.31 ms [2021-03-23 09:32:55 main:574] : INFO : Epoch 1598 | loss: 0.0312058 | val_loss: 0.0312114 | Time: 1399.35 ms [2021-03-23 09:32:57 main:574] : INFO : Epoch 1599 | loss: 0.0312057 | val_loss: 0.0312105 | Time: 1403.79 ms [2021-03-23 09:32:58 main:574] : INFO : Epoch 1600 | loss: 0.0312062 | val_loss: 0.0312127 | Time: 1398.81 ms [2021-03-23 09:33:00 main:574] : INFO : Epoch 1601 | loss: 0.0312067 | val_loss: 0.0312116 | Time: 1406.27 ms [2021-03-23 09:33:01 main:574] : INFO : Epoch 1602 | loss: 0.0312064 | val_loss: 0.0312105 | Time: 1437.79 ms [2021-03-23 09:33:03 main:574] : INFO : Epoch 1603 | loss: 0.0312066 | val_loss: 0.0312136 | Time: 1402.54 ms [2021-03-23 09:33:04 main:574] : INFO : Epoch 1604 | loss: 0.0312081 | val_loss: 0.0312194 | Time: 1401.4 ms [2021-03-23 09:33:05 main:574] : INFO : Epoch 1605 | loss: 0.0312085 | val_loss: 0.0312116 | Time: 1400.06 ms [2021-03-23 09:33:07 main:574] : INFO : Epoch 1606 | loss: 0.0312066 | val_loss: 0.0312099 | Time: 1396.54 ms [2021-03-23 09:33:08 main:574] : INFO : Epoch 1607 | loss: 0.0312067 | val_loss: 0.0312112 | Time: 1410.98 ms [2021-03-23 09:33:10 main:574] : INFO : Epoch 1608 | loss: 0.0312059 | val_loss: 0.0312137 | Time: 1409.94 ms [2021-03-23 09:33:11 main:574] : INFO : Epoch 1609 | loss: 0.0312068 | val_loss: 0.0312174 | Time: 1400.62 ms [2021-03-23 09:33:13 main:574] : INFO : Epoch 1610 | loss: 0.0312081 | val_loss: 0.0312107 | Time: 1397.55 ms [2021-03-23 09:33:14 main:574] : INFO : Epoch 1611 | loss: 0.031205 | val_loss: 0.0312108 | Time: 1400.97 ms [2021-03-23 09:33:15 main:574] : INFO : Epoch 1612 | loss: 0.0312065 | val_loss: 0.0312158 | Time: 1403.3 ms [2021-03-23 09:33:17 main:574] : INFO : Epoch 1613 | loss: 0.0312069 | val_loss: 0.0312129 | Time: 1402.56 ms [2021-03-23 09:33:18 main:574] : INFO : Epoch 1614 | loss: 0.0312077 | val_loss: 0.0312099 | Time: 1401.59 ms [2021-03-23 09:33:20 main:574] : INFO : Epoch 1615 | loss: 0.0312075 | val_loss: 0.0312129 | Time: 1405.42 ms [2021-03-23 09:33:21 main:574] : INFO : Epoch 1616 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 1398.14 ms [2021-03-23 09:33:22 main:574] : INFO : Epoch 1617 | loss: 0.0312058 | val_loss: 0.0312124 | Time: 1401.25 ms [2021-03-23 09:33:24 main:574] : INFO : Epoch 1618 | loss: 0.0312065 | val_loss: 0.0312143 | Time: 1411.04 ms [2021-03-23 09:33:25 main:574] : INFO : Epoch 1619 | loss: 0.0312052 | val_loss: 0.0312106 | Time: 1399.9 ms [2021-03-23 09:33:27 main:574] : INFO : Epoch 1620 | loss: 0.031207 | val_loss: 0.0312117 | Time: 1399.55 ms [2021-03-23 09:33:28 main:574] : INFO : Epoch 1621 | loss: 0.0312061 | val_loss: 0.0312097 | Time: 1398.07 ms [2021-03-23 09:33:30 main:574] : INFO : Epoch 1622 | loss: 0.0312049 | val_loss: 0.0312115 | Time: 1401.84 ms [2021-03-23 09:33:31 main:574] : INFO : Epoch 1623 | loss: 0.0312051 | val_loss: 0.0312116 | Time: 1400.39 ms [2021-03-23 09:33:32 main:574] : INFO : Epoch 1624 | loss: 0.0312061 | val_loss: 0.0312132 | Time: 1398.06 ms [2021-03-23 09:33:34 main:574] : INFO : Epoch 1625 | loss: 0.0312072 | val_loss: 0.0312114 | Time: 1399.62 ms [2021-03-23 09:33:35 main:574] : INFO : Epoch 1626 | loss: 0.0312051 | val_loss: 0.0312108 | Time: 1400.35 ms [2021-03-23 09:33:37 main:574] : INFO : Epoch 1627 | loss: 0.0312062 | val_loss: 0.0312125 | Time: 1401.59 ms [2021-03-23 09:33:38 main:574] : INFO : Epoch 1628 | loss: 0.0312068 | val_loss: 0.0312115 | Time: 1398.15 ms [2021-03-23 09:33:39 main:574] : INFO : Epoch 1629 | loss: 0.0312063 | val_loss: 0.0312124 | Time: 1410.6 ms [2021-03-23 09:33:41 main:574] : INFO : Epoch 1630 | loss: 0.0312076 | val_loss: 0.0312123 | Time: 1399.89 ms [2021-03-23 09:33:42 main:574] : INFO : Epoch 1631 | loss: 0.0312063 | val_loss: 0.0312098 | Time: 1398.09 ms [2021-03-23 09:33:44 main:574] : INFO : Epoch 1632 | loss: 0.0312059 | val_loss: 0.031213 | Time: 1396.28 ms [2021-03-23 09:33:45 main:574] : INFO : Epoch 1633 | loss: 0.0312057 | val_loss: 0.031212 | Time: 1394.88 ms [2021-03-23 09:33:46 main:574] : INFO : Epoch 1634 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 1399.78 ms [2021-03-23 09:33:48 main:574] : INFO : Epoch 1635 | loss: 0.0312101 | val_loss: 0.0312096 | Time: 1404.76 ms [2021-03-23 09:33:49 main:574] : INFO : Epoch 1636 | loss: 0.0312058 | val_loss: 0.0312157 | Time: 1396.42 ms [2021-03-23 09:33:51 main:574] : INFO : Epoch 1637 | loss: 0.0312049 | val_loss: 0.0312119 | Time: 1405.95 ms [2021-03-23 09:33:52 main:574] : INFO : Epoch 1638 | loss: 0.0312049 | val_loss: 0.031211 | Time: 1399.81 ms [2021-03-23 09:33:53 main:574] : INFO : Epoch 1639 | loss: 0.0312056 | val_loss: 0.0312131 | Time: 1398.61 ms [2021-03-23 09:33:55 main:574] : INFO : Epoch 1640 | loss: 0.0312049 | val_loss: 0.0312092 | Time: 1403.19 ms [2021-03-23 09:33:56 main:574] : INFO : Epoch 1641 | loss: 0.0312057 | val_loss: 0.0312118 | Time: 1407.95 ms [2021-03-23 09:33:58 main:574] : INFO : Epoch 1642 | loss: 0.0312083 | val_loss: 0.0312121 | Time: 1399.11 ms [2021-03-23 09:33:59 main:574] : INFO : Epoch 1643 | loss: 0.0312061 | val_loss: 0.0312098 | Time: 1409.8 ms [2021-03-23 09:34:01 main:574] : INFO : Epoch 1644 | loss: 0.0312062 | val_loss: 0.0312128 | Time: 1405.95 ms [2021-03-23 09:34:02 main:574] : INFO : Epoch 1645 | loss: 0.0312059 | val_loss: 0.0312108 | Time: 1402.72 ms [2021-03-23 09:34:03 main:574] : INFO : Epoch 1646 | loss: 0.0312057 | val_loss: 0.0312115 | Time: 1402.83 ms [2021-03-23 09:34:05 main:574] : INFO : Epoch 1647 | loss: 0.0312051 | val_loss: 0.0312117 | Time: 1400.84 ms [2021-03-23 09:34:06 main:574] : INFO : Epoch 1648 | loss: 0.0312048 | val_loss: 0.0312097 | Time: 1411.14 ms [2021-03-23 09:34:08 main:574] : INFO : Epoch 1649 | loss: 0.0312066 | val_loss: 0.0312159 | Time: 1397.31 ms [2021-03-23 09:34:09 main:574] : INFO : Epoch 1650 | loss: 0.0312075 | val_loss: 0.0312115 | Time: 1397.66 ms [2021-03-23 09:34:11 main:574] : INFO : Epoch 1651 | loss: 0.031205 | val_loss: 0.0312114 | Time: 1398.11 ms [2021-03-23 09:34:12 main:574] : INFO : Epoch 1652 | loss: 0.0312058 | val_loss: 0.0312103 | Time: 1398.68 ms [2021-03-23 09:34:13 main:574] : INFO : Epoch 1653 | loss: 0.0312049 | val_loss: 0.0312112 | Time: 1399.12 ms [2021-03-23 09:34:15 main:574] : INFO : Epoch 1654 | loss: 0.0312045 | val_loss: 0.0312115 | Time: 1396.79 ms [2021-03-23 09:34:16 main:574] : INFO : Epoch 1655 | loss: 0.0312047 | val_loss: 0.0312108 | Time: 1412.39 ms [2021-03-23 09:34:18 main:574] : INFO : Epoch 1656 | loss: 0.0312045 | val_loss: 0.0312105 | Time: 1396.97 ms [2021-03-23 09:34:19 main:574] : INFO : Epoch 1657 | loss: 0.0312045 | val_loss: 0.0312114 | Time: 1406.54 ms [2021-03-23 09:34:20 main:574] : INFO : Epoch 1658 | loss: 0.0312046 | val_loss: 0.0312109 | Time: 1406.73 ms [2021-03-23 09:34:22 main:574] : INFO : Epoch 1659 | loss: 0.0312043 | val_loss: 0.0312128 | Time: 1403.61 ms [2021-03-23 09:34:23 main:574] : INFO : Epoch 1660 | loss: 0.0312052 | val_loss: 0.0312117 | Time: 1400.6 ms [2021-03-23 09:34:25 main:574] : INFO : Epoch 1661 | loss: 0.0312067 | val_loss: 0.0312147 | Time: 1404.13 ms [2021-03-23 09:34:26 main:574] : INFO : Epoch 1662 | loss: 0.0312064 | val_loss: 0.0312112 | Time: 1406.03 ms [2021-03-23 09:34:28 main:574] : INFO : Epoch 1663 | loss: 0.0312069 | val_loss: 0.0312119 | Time: 1396.21 ms [2021-03-23 09:34:29 main:574] : INFO : Epoch 1664 | loss: 0.0312048 | val_loss: 0.0312116 | Time: 1396.01 ms [2021-03-23 09:34:30 main:574] : INFO : Epoch 1665 | loss: 0.0312052 | val_loss: 0.0312105 | Time: 1406.44 ms [2021-03-23 09:34:32 main:574] : INFO : Epoch 1666 | loss: 0.0312056 | val_loss: 0.0312135 | Time: 1417.41 ms [2021-03-23 09:34:33 main:574] : INFO : Epoch 1667 | loss: 0.0312061 | val_loss: 0.0312119 | Time: 1401.74 ms [2021-03-23 09:34:35 main:574] : INFO : Epoch 1668 | loss: 0.0312056 | val_loss: 0.0312087 | Time: 1403.87 ms [2021-03-23 09:34:36 main:574] : INFO : Epoch 1669 | loss: 0.0312049 | val_loss: 0.0312117 | Time: 1395.7 ms [2021-03-23 09:34:37 main:574] : INFO : Epoch 1670 | loss: 0.0312083 | val_loss: 0.0312116 | Time: 1413.91 ms [2021-03-23 09:34:39 main:574] : INFO : Epoch 1671 | loss: 0.0312067 | val_loss: 0.03121 | Time: 1397.93 ms [2021-03-23 09:34:40 main:574] : INFO : Epoch 1672 | loss: 0.0312051 | val_loss: 0.0312128 | Time: 1399.47 ms [2021-03-23 09:34:42 main:574] : INFO : Epoch 1673 | loss: 0.0312041 | val_loss: 0.031212 | Time: 1396.64 ms [2021-03-23 09:34:43 main:574] : INFO : Epoch 1674 | loss: 0.0312063 | val_loss: 0.0312104 | Time: 1407.87 ms [2021-03-23 09:34:45 main:574] : INFO : Epoch 1675 | loss: 0.0312054 | val_loss: 0.0312109 | Time: 1401.72 ms [2021-03-23 09:34:46 main:574] : INFO : Epoch 1676 | loss: 0.0312055 | val_loss: 0.0312112 | Time: 1405.68 ms [2021-03-23 09:34:47 main:574] : INFO : Epoch 1677 | loss: 0.0312053 | val_loss: 0.0312104 | Time: 1401.06 ms [2021-03-23 09:34:49 main:574] : INFO : Epoch 1678 | loss: 0.0312055 | val_loss: 0.0312105 | Time: 1402.74 ms [2021-03-23 09:34:50 main:574] : INFO : Epoch 1679 | loss: 0.0312052 | val_loss: 0.0312101 | Time: 1404.81 ms [2021-03-23 09:34:52 main:574] : INFO : Epoch 1680 | loss: 0.0312076 | val_loss: 0.0312113 | Time: 1400.91 ms [2021-03-23 09:34:53 main:574] : INFO : Epoch 1681 | loss: 0.0312054 | val_loss: 0.0312091 | Time: 1397.03 ms [2021-03-23 09:34:54 main:574] : INFO : Epoch 1682 | loss: 0.0312037 | val_loss: 0.0312092 | Time: 1400.12 ms [2021-03-23 09:34:56 main:574] : INFO : Epoch 1683 | loss: 0.0312048 | val_loss: 0.0312135 | Time: 1396.2 ms [2021-03-23 09:34:57 main:574] : INFO : Epoch 1684 | loss: 0.0312063 | val_loss: 0.0312103 | Time: 1406.2 ms [2021-03-23 09:34:59 main:574] : INFO : Epoch 1685 | loss: 0.0312049 | val_loss: 0.0312117 | Time: 1426.16 ms [2021-03-23 09:35:00 main:574] : INFO : Epoch 1686 | loss: 0.031209 | val_loss: 0.0312106 | Time: 1398.67 ms [2021-03-23 09:35:01 main:574] : INFO : Epoch 1687 | loss: 0.0312077 | val_loss: 0.0312119 | Time: 1415.65 ms [2021-03-23 09:35:03 main:574] : INFO : Epoch 1688 | loss: 0.0312052 | val_loss: 0.0312086 | Time: 1429.36 ms [2021-03-23 09:35:04 main:574] : INFO : Epoch 1689 | loss: 0.0312062 | val_loss: 0.0312103 | Time: 1403.32 ms [2021-03-23 09:35:06 main:574] : INFO : Epoch 1690 | loss: 0.0312096 | val_loss: 0.031213 | Time: 1399.58 ms [2021-03-23 09:35:07 main:574] : INFO : Epoch 1691 | loss: 0.0312076 | val_loss: 0.0312177 | Time: 1398.21 ms [2021-03-23 09:35:09 main:574] : INFO : Epoch 1692 | loss: 0.0312066 | val_loss: 0.0312092 | Time: 1398.26 ms [2021-03-23 09:35:10 main:574] : INFO : Epoch 1693 | loss: 0.0312046 | val_loss: 0.03121 | Time: 1403.67 ms [2021-03-23 09:35:11 main:574] : INFO : Epoch 1694 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 1438.59 ms [2021-03-23 09:35:13 main:574] : INFO : Epoch 1695 | loss: 0.0312061 | val_loss: 0.0312098 | Time: 1401.8 ms [2021-03-23 09:35:14 main:574] : INFO : Epoch 1696 | loss: 0.0312059 | val_loss: 0.03121 | Time: 1400.81 ms [2021-03-23 09:35:16 main:574] : INFO : Epoch 1697 | loss: 0.0312038 | val_loss: 0.0312101 | Time: 1399.01 ms [2021-03-23 09:35:17 main:574] : INFO : Epoch 1698 | loss: 0.0312047 | val_loss: 0.0312089 | Time: 1398.99 ms [2021-03-23 09:35:19 main:574] : INFO : Epoch 1699 | loss: 0.0312048 | val_loss: 0.0312084 | Time: 1401.03 ms [2021-03-23 09:35:20 main:574] : INFO : Epoch 1700 | loss: 0.0312061 | val_loss: 0.0312108 | Time: 1403.46 ms [2021-03-23 09:35:21 main:574] : INFO : Epoch 1701 | loss: 0.0312045 | val_loss: 0.0312086 | Time: 1409.2 ms [2021-03-23 09:35:23 main:574] : INFO : Epoch 1702 | loss: 0.0312063 | val_loss: 0.0312119 | Time: 1396.92 ms [2021-03-23 09:35:24 main:574] : INFO : Epoch 1703 | loss: 0.0312048 | val_loss: 0.031209 | Time: 1405.17 ms [2021-03-23 09:35:26 main:574] : INFO : Epoch 1704 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 1406.48 ms [2021-03-23 09:35:27 main:574] : INFO : Epoch 1705 | loss: 0.0312077 | val_loss: 0.0312216 | Time: 1398.63 ms [2021-03-23 09:35:28 main:574] : INFO : Epoch 1706 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 1396.2 ms [2021-03-23 09:35:30 main:574] : INFO : Epoch 1707 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 1398.28 ms [2021-03-23 09:35:31 main:574] : INFO : Epoch 1708 | loss: 0.0312081 | val_loss: 0.0312142 | Time: 1402.14 ms [2021-03-23 09:35:33 main:574] : INFO : Epoch 1709 | loss: 0.0312049 | val_loss: 0.0312094 | Time: 1396.76 ms [2021-03-23 09:35:34 main:574] : INFO : Epoch 1710 | loss: 0.0312041 | val_loss: 0.0312109 | Time: 1401.81 ms [2021-03-23 09:35:35 main:574] : INFO : Epoch 1711 | loss: 0.0312046 | val_loss: 0.0312091 | Time: 1396.32 ms [2021-03-23 09:35:37 main:574] : INFO : Epoch 1712 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 1407.25 ms [2021-03-23 09:35:38 main:574] : INFO : Epoch 1713 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 1407.34 ms [2021-03-23 09:35:40 main:574] : INFO : Epoch 1714 | loss: 0.0312038 | val_loss: 0.0312081 | Time: 1403.49 ms [2021-03-23 09:35:41 main:574] : INFO : Epoch 1715 | loss: 0.0312073 | val_loss: 0.0312084 | Time: 1405.74 ms [2021-03-23 09:35:43 main:574] : INFO : Epoch 1716 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 1407.67 ms [2021-03-23 09:35:44 main:574] : INFO : Epoch 1717 | loss: 0.0312064 | val_loss: 0.0312101 | Time: 1400.71 ms [2021-03-23 09:35:45 main:574] : INFO : Epoch 1718 | loss: 0.0312046 | val_loss: 0.031209 | Time: 1400.51 ms [2021-03-23 09:35:47 main:574] : INFO : Epoch 1719 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 1401.45 ms [2021-03-23 09:35:48 main:574] : INFO : Epoch 1720 | loss: 0.0312032 | val_loss: 0.0312096 | Time: 1400.23 ms [2021-03-23 09:35:50 main:574] : INFO : Epoch 1721 | loss: 0.0312049 | val_loss: 0.0312098 | Time: 1398.74 ms [2021-03-23 09:35:51 main:574] : INFO : Epoch 1722 | loss: 0.0312042 | val_loss: 0.0312097 | Time: 1407.97 ms [2021-03-23 09:35:52 main:574] : INFO : Epoch 1723 | loss: 0.0312063 | val_loss: 0.031213 | Time: 1410.7 ms [2021-03-23 09:35:54 main:574] : INFO : Epoch 1724 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 1396.85 ms [2021-03-23 09:35:55 main:574] : INFO : Epoch 1725 | loss: 0.0312065 | val_loss: 0.0312093 | Time: 1406.36 ms [2021-03-23 09:35:57 main:574] : INFO : Epoch 1726 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 1397 ms [2021-03-23 09:35:58 main:574] : INFO : Epoch 1727 | loss: 0.0312047 | val_loss: 0.0312088 | Time: 1397.19 ms [2021-03-23 09:36:00 main:574] : INFO : Epoch 1728 | loss: 0.0312045 | val_loss: 0.0312098 | Time: 1404.48 ms [2021-03-23 09:36:01 main:574] : INFO : Epoch 1729 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 1396.32 ms [2021-03-23 09:36:02 main:574] : INFO : Epoch 1730 | loss: 0.0312056 | val_loss: 0.031209 | Time: 1399.11 ms [2021-03-23 09:36:04 main:574] : INFO : Epoch 1731 | loss: 0.0312054 | val_loss: 0.0312105 | Time: 1397.07 ms [2021-03-23 09:36:05 main:574] : INFO : Epoch 1732 | loss: 0.0312047 | val_loss: 0.0312081 | Time: 1418.85 ms [2021-03-23 09:36:07 main:574] : INFO : Epoch 1733 | loss: 0.0312064 | val_loss: 0.0312115 | Time: 1399.63 ms [2021-03-23 09:36:08 main:574] : INFO : Epoch 1734 | loss: 0.031205 | val_loss: 0.0312092 | Time: 1399.02 ms [2021-03-23 09:36:09 main:574] : INFO : Epoch 1735 | loss: 0.0312053 | val_loss: 0.0312124 | Time: 1399.47 ms [2021-03-23 09:36:11 main:574] : INFO : Epoch 1736 | loss: 0.031207 | val_loss: 0.0312086 | Time: 1400.49 ms [2021-03-23 09:36:12 main:574] : INFO : Epoch 1737 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 1401.81 ms [2021-03-23 09:36:14 main:574] : INFO : Epoch 1738 | loss: 0.0312048 | val_loss: 0.0312087 | Time: 1412.89 ms [2021-03-23 09:36:15 main:574] : INFO : Epoch 1739 | loss: 0.0312049 | val_loss: 0.0312092 | Time: 1398.27 ms [2021-03-23 09:36:17 main:574] : INFO : Epoch 1740 | loss: 0.0312045 | val_loss: 0.0312095 | Time: 1407.6 ms [2021-03-23 09:36:18 main:574] : INFO : Epoch 1741 | loss: 0.031204 | val_loss: 0.0312099 | Time: 1419.03 ms [2021-03-23 09:36:19 main:574] : INFO : Epoch 1742 | loss: 0.0312047 | val_loss: 0.0312144 | Time: 1406.34 ms [2021-03-23 09:36:21 main:574] : INFO : Epoch 1743 | loss: 0.0312052 | val_loss: 0.0312115 | Time: 1402.63 ms [2021-03-23 09:36:22 main:574] : INFO : Epoch 1744 | loss: 0.0312043 | val_loss: 0.0312088 | Time: 1397.8 ms [2021-03-23 09:36:24 main:574] : INFO : Epoch 1745 | loss: 0.0312041 | val_loss: 0.0312102 | Time: 1398.87 ms [2021-03-23 09:36:25 main:574] : INFO : Epoch 1746 | loss: 0.031205 | val_loss: 0.0312077 | Time: 1397.8 ms [2021-03-23 09:36:26 main:574] : INFO : Epoch 1747 | loss: 0.0312051 | val_loss: 0.0312108 | Time: 1403.82 ms [2021-03-23 09:36:28 main:574] : INFO : Epoch 1748 | loss: 0.0312044 | val_loss: 0.0312083 | Time: 1397 ms [2021-03-23 09:36:29 main:574] : INFO : Epoch 1749 | loss: 0.0312038 | val_loss: 0.0312097 | Time: 1399.99 ms [2021-03-23 09:36:31 main:574] : INFO : Epoch 1750 | loss: 0.0312046 | val_loss: 0.0312149 | Time: 1412.39 ms [2021-03-23 09:36:32 main:574] : INFO : Epoch 1751 | loss: 0.031206 | val_loss: 0.0312121 | Time: 1433.13 ms [2021-03-23 09:36:34 main:574] : INFO : Epoch 1752 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 1442.88 ms [2021-03-23 09:36:35 main:574] : INFO : Epoch 1753 | loss: 0.0312058 | val_loss: 0.0312108 | Time: 1412.81 ms [2021-03-23 09:36:36 main:574] : INFO : Epoch 1754 | loss: 0.0312049 | val_loss: 0.0312099 | Time: 1404.32 ms [2021-03-23 09:36:38 main:574] : INFO : Epoch 1755 | loss: 0.0312044 | val_loss: 0.0312151 | Time: 1401.73 ms [2021-03-23 09:36:39 main:574] : INFO : Epoch 1756 | loss: 0.0312079 | val_loss: 0.0312131 | Time: 1401.29 ms [2021-03-23 09:36:41 main:574] : INFO : Epoch 1757 | loss: 0.0312054 | val_loss: 0.0312129 | Time: 1411.51 ms [2021-03-23 09:36:42 main:574] : INFO : Epoch 1758 | loss: 0.0312037 | val_loss: 0.0312091 | Time: 1403.68 ms [2021-03-23 09:36:43 main:574] : INFO : Epoch 1759 | loss: 0.0312045 | val_loss: 0.0312101 | Time: 1407.29 ms [2021-03-23 09:36:45 main:574] : INFO : Epoch 1760 | loss: 0.0312043 | val_loss: 0.0312107 | Time: 1400.28 ms [2021-03-23 09:36:46 main:574] : INFO : Epoch 1761 | loss: 0.0312045 | val_loss: 0.0312101 | Time: 1406.84 ms [2021-03-23 09:36:48 main:574] : INFO : Epoch 1762 | loss: 0.0312044 | val_loss: 0.0312083 | Time: 1401.52 ms [2021-03-23 09:36:49 main:574] : INFO : Epoch 1763 | loss: 0.031203 | val_loss: 0.0312116 | Time: 1394.1 ms [2021-03-23 09:36:51 main:574] : INFO : Epoch 1764 | loss: 0.0312044 | val_loss: 0.0312096 | Time: 1399.82 ms [2021-03-23 09:36:52 main:574] : INFO : Epoch 1765 | loss: 0.0312029 | val_loss: 0.0312092 | Time: 1400.2 ms [2021-03-23 09:36:53 main:574] : INFO : Epoch 1766 | loss: 0.0312047 | val_loss: 0.0312105 | Time: 1397.27 ms [2021-03-23 09:36:55 main:574] : INFO : Epoch 1767 | loss: 0.0312085 | val_loss: 0.0312184 | Time: 1401.39 ms [2021-03-23 09:36:56 main:574] : INFO : Epoch 1768 | loss: 0.0312067 | val_loss: 0.0312102 | Time: 1398.99 ms [2021-03-23 09:36:58 main:574] : INFO : Epoch 1769 | loss: 0.0312044 | val_loss: 0.0312082 | Time: 1399.94 ms [2021-03-23 09:36:59 main:574] : INFO : Epoch 1770 | loss: 0.0312035 | val_loss: 0.0312114 | Time: 1397.81 ms [2021-03-23 09:37:01 main:574] : INFO : Epoch 1771 | loss: 0.0312041 | val_loss: 0.0312118 | Time: 1397.85 ms [2021-03-23 09:37:02 main:574] : INFO : Epoch 1772 | loss: 0.0312039 | val_loss: 0.0312127 | Time: 1402.19 ms [2021-03-23 09:37:03 main:574] : INFO : Epoch 1773 | loss: 0.0312067 | val_loss: 0.0312155 | Time: 1402 ms [2021-03-23 09:37:05 main:574] : INFO : Epoch 1774 | loss: 0.0312042 | val_loss: 0.0312104 | Time: 1468.95 ms [2021-03-23 09:37:06 main:574] : INFO : Epoch 1775 | loss: 0.0312045 | val_loss: 0.03121 | Time: 1405.05 ms [2021-03-23 09:37:08 main:574] : INFO : Epoch 1776 | loss: 0.0312039 | val_loss: 0.0312103 | Time: 1396.32 ms [2021-03-23 09:37:09 main:574] : INFO : Epoch 1777 | loss: 0.0312034 | val_loss: 0.0312101 | Time: 1417 ms [2021-03-23 09:37:11 main:574] : INFO : Epoch 1778 | loss: 0.031204 | val_loss: 0.0312083 | Time: 1398.11 ms [2021-03-23 09:37:12 main:574] : INFO : Epoch 1779 | loss: 0.031204 | val_loss: 0.0312133 | Time: 1400.7 ms [2021-03-23 09:37:13 main:574] : INFO : Epoch 1780 | loss: 0.0312048 | val_loss: 0.0312096 | Time: 1401.94 ms [2021-03-23 09:37:15 main:574] : INFO : Epoch 1781 | loss: 0.0312058 | val_loss: 0.0312114 | Time: 1402.27 ms [2021-03-23 09:37:16 main:574] : INFO : Epoch 1782 | loss: 0.0312034 | val_loss: 0.0312088 | Time: 1401.18 ms [2021-03-23 09:37:18 main:574] : INFO : Epoch 1783 | loss: 0.0312049 | val_loss: 0.0312114 | Time: 1396.6 ms [2021-03-23 09:37:19 main:574] : INFO : Epoch 1784 | loss: 0.0312044 | val_loss: 0.0312094 | Time: 1418.69 ms [2021-03-23 09:37:20 main:574] : INFO : Epoch 1785 | loss: 0.0312036 | val_loss: 0.0312087 | Time: 1410.87 ms [2021-03-23 09:37:22 main:574] : INFO : Epoch 1786 | loss: 0.0312029 | val_loss: 0.0312109 | Time: 1403.35 ms [2021-03-23 09:37:23 main:574] : INFO : Epoch 1787 | loss: 0.0312033 | val_loss: 0.0312103 | Time: 1398.93 ms [2021-03-23 09:37:25 main:574] : INFO : Epoch 1788 | loss: 0.0312043 | val_loss: 0.0312104 | Time: 1405.47 ms [2021-03-23 09:37:26 main:574] : INFO : Epoch 1789 | loss: 0.0312047 | val_loss: 0.0312164 | Time: 1395.59 ms [2021-03-23 09:37:28 main:574] : INFO : Epoch 1790 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 1397.13 ms [2021-03-23 09:37:29 main:574] : INFO : Epoch 1791 | loss: 0.0312038 | val_loss: 0.0312112 | Time: 1395.33 ms [2021-03-23 09:37:30 main:574] : INFO : Epoch 1792 | loss: 0.0312032 | val_loss: 0.0312099 | Time: 1396.96 ms [2021-03-23 09:37:32 main:574] : INFO : Epoch 1793 | loss: 0.0312043 | val_loss: 0.0312113 | Time: 1408.25 ms [2021-03-23 09:37:33 main:574] : INFO : Epoch 1794 | loss: 0.0312042 | val_loss: 0.0312116 | Time: 1397.34 ms [2021-03-23 09:37:35 main:574] : INFO : Epoch 1795 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 1429.68 ms [2021-03-23 09:37:36 main:574] : INFO : Epoch 1796 | loss: 0.0312038 | val_loss: 0.0312147 | Time: 1404.44 ms [2021-03-23 09:37:37 main:574] : INFO : Epoch 1797 | loss: 0.0312059 | val_loss: 0.0312123 | Time: 1397.36 ms [2021-03-23 09:37:39 main:574] : INFO : Epoch 1798 | loss: 0.0312035 | val_loss: 0.0312101 | Time: 1404.31 ms [2021-03-23 09:37:40 main:574] : INFO : Epoch 1799 | loss: 0.0312031 | val_loss: 0.0312079 | Time: 1399.21 ms [2021-03-23 09:37:42 main:574] : INFO : Epoch 1800 | loss: 0.0312026 | val_loss: 0.0312076 | Time: 1400.78 ms [2021-03-23 09:37:43 main:574] : INFO : Epoch 1801 | loss: 0.0312054 | val_loss: 0.03121 | Time: 1408.37 ms [2021-03-23 09:37:45 main:574] : INFO : Epoch 1802 | loss: 0.0312039 | val_loss: 0.0312094 | Time: 1406.98 ms [2021-03-23 09:37:46 main:574] : INFO : Epoch 1803 | loss: 0.0312035 | val_loss: 0.0312073 | Time: 1397.7 ms [2021-03-23 09:37:47 main:574] : INFO : Epoch 1804 | loss: 0.0312037 | val_loss: 0.0312094 | Time: 1406.19 ms [2021-03-23 09:37:49 main:574] : INFO : Epoch 1805 | loss: 0.0312016 | val_loss: 0.0312075 | Time: 1406.3 ms [2021-03-23 09:37:50 main:574] : INFO : Epoch 1806 | loss: 0.0312024 | val_loss: 0.0312105 | Time: 1403.14 ms [2021-03-23 09:37:52 main:574] : INFO : Epoch 1807 | loss: 0.0312035 | val_loss: 0.0312072 | Time: 1403.3 ms [2021-03-23 09:37:53 main:574] : INFO : Epoch 1808 | loss: 0.0312058 | val_loss: 0.0312097 | Time: 1405.46 ms [2021-03-23 09:37:54 main:574] : INFO : Epoch 1809 | loss: 0.0312029 | val_loss: 0.0312092 | Time: 1400.83 ms [2021-03-23 09:37:56 main:574] : INFO : Epoch 1810 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 1398.86 ms [2021-03-23 09:37:57 main:574] : INFO : Epoch 1811 | loss: 0.0312023 | val_loss: 0.031209 | Time: 1397.41 ms [2021-03-23 09:37:59 main:574] : INFO : Epoch 1812 | loss: 0.0312032 | val_loss: 0.0312081 | Time: 1397.72 ms [2021-03-23 09:38:00 main:574] : INFO : Epoch 1813 | loss: 0.0312027 | val_loss: 0.0312087 | Time: 1423.93 ms [2021-03-23 09:38:02 main:574] : INFO : Epoch 1814 | loss: 0.0312066 | val_loss: 0.0312189 | Time: 1399.21 ms [2021-03-23 09:38:03 main:574] : INFO : Epoch 1815 | loss: 0.0312054 | val_loss: 0.0312114 | Time: 1396.16 ms [2021-03-23 09:38:04 main:574] : INFO : Epoch 1816 | loss: 0.0312044 | val_loss: 0.0312091 | Time: 1400.38 ms [2021-03-23 09:38:06 main:574] : INFO : Epoch 1817 | loss: 0.0312036 | val_loss: 0.031209 | Time: 1397.38 ms [2021-03-23 09:38:07 main:574] : INFO : Epoch 1818 | loss: 0.0312061 | val_loss: 0.0312129 | Time: 1403.56 ms [2021-03-23 09:38:09 main:574] : INFO : Epoch 1819 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 1436.63 ms [2021-03-23 09:38:10 main:574] : INFO : Epoch 1820 | loss: 0.0312052 | val_loss: 0.0312119 | Time: 1404.51 ms [2021-03-23 09:38:12 main:574] : INFO : Epoch 1821 | loss: 0.0312025 | val_loss: 0.03121 | Time: 1405.04 ms [2021-03-23 09:38:13 main:574] : INFO : Epoch 1822 | loss: 0.031203 | val_loss: 0.0312089 | Time: 1400.15 ms [2021-03-23 09:38:14 main:574] : INFO : Epoch 1823 | loss: 0.0312022 | val_loss: 0.0312069 | Time: 1400.54 ms [2021-03-23 09:38:16 main:574] : INFO : Epoch 1824 | loss: 0.0312027 | val_loss: 0.031208 | Time: 1393.92 ms [2021-03-23 09:38:17 main:574] : INFO : Epoch 1825 | loss: 0.0312023 | val_loss: 0.0312096 | Time: 1412.79 ms [2021-03-23 09:38:19 main:574] : INFO : Epoch 1826 | loss: 0.031204 | val_loss: 0.0312125 | Time: 1408.89 ms [2021-03-23 09:38:20 main:574] : INFO : Epoch 1827 | loss: 0.0312049 | val_loss: 0.0312071 | Time: 1408.98 ms [2021-03-23 09:38:21 main:574] : INFO : Epoch 1828 | loss: 0.0312019 | val_loss: 0.0312071 | Time: 1407.87 ms [2021-03-23 09:38:23 main:574] : INFO : Epoch 1829 | loss: 0.0312009 | val_loss: 0.0312078 | Time: 1399.89 ms [2021-03-23 09:38:24 main:574] : INFO : Epoch 1830 | loss: 0.031203 | val_loss: 0.0312122 | Time: 1404.47 ms [2021-03-23 09:38:26 main:574] : INFO : Epoch 1831 | loss: 0.0312027 | val_loss: 0.0312081 | Time: 1397.92 ms [2021-03-23 09:38:27 main:574] : INFO : Epoch 1832 | loss: 0.0312028 | val_loss: 0.0312149 | Time: 1399.09 ms [2021-03-23 09:38:28 main:574] : INFO : Epoch 1833 | loss: 0.031204 | val_loss: 0.0312101 | Time: 1404.42 ms [2021-03-23 09:38:30 main:574] : INFO : Epoch 1834 | loss: 0.0312009 | val_loss: 0.0312089 | Time: 1397.23 ms [2021-03-23 09:38:31 main:574] : INFO : Epoch 1835 | loss: 0.0312015 | val_loss: 0.0312097 | Time: 1397.92 ms [2021-03-23 09:38:33 main:574] : INFO : Epoch 1836 | loss: 0.0312022 | val_loss: 0.0312081 | Time: 1399.2 ms [2021-03-23 09:38:34 main:574] : INFO : Epoch 1837 | loss: 0.0312074 | val_loss: 0.0312119 | Time: 1406.25 ms [2021-03-23 09:38:36 main:574] : INFO : Epoch 1838 | loss: 0.0312027 | val_loss: 0.0312098 | Time: 1398.02 ms [2021-03-23 09:38:37 main:574] : INFO : Epoch 1839 | loss: 0.0312035 | val_loss: 0.0312071 | Time: 1396.24 ms [2021-03-23 09:38:38 main:574] : INFO : Epoch 1840 | loss: 0.0312061 | val_loss: 0.0312126 | Time: 1400.21 ms [2021-03-23 09:38:40 main:574] : INFO : Epoch 1841 | loss: 0.031205 | val_loss: 0.0312074 | Time: 1405.63 ms [2021-03-23 09:38:41 main:574] : INFO : Epoch 1842 | loss: 0.0312017 | val_loss: 0.0312084 | Time: 1401.22 ms [2021-03-23 09:38:43 main:574] : INFO : Epoch 1843 | loss: 0.0312018 | val_loss: 0.0312082 | Time: 1395.14 ms [2021-03-23 09:38:44 main:574] : INFO : Epoch 1844 | loss: 0.0312028 | val_loss: 0.0312181 | Time: 1400.21 ms [2021-03-23 09:38:45 main:574] : INFO : Epoch 1845 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 1401.79 ms [2021-03-23 09:38:47 main:574] : INFO : Epoch 1846 | loss: 0.031205 | val_loss: 0.0312082 | Time: 1401.13 ms [2021-03-23 09:38:48 main:574] : INFO : Epoch 1847 | loss: 0.031202 | val_loss: 0.0312065 | Time: 1399.53 ms [2021-03-23 09:38:50 main:574] : INFO : Epoch 1848 | loss: 0.0312022 | val_loss: 0.0312098 | Time: 1398.43 ms [2021-03-23 09:38:51 main:574] : INFO : Epoch 1849 | loss: 0.0312008 | val_loss: 0.031209 | Time: 1422.04 ms [2021-03-23 09:38:52 main:574] : INFO : Epoch 1850 | loss: 0.0312037 | val_loss: 0.0312106 | Time: 1400.87 ms [2021-03-23 09:38:54 main:574] : INFO : Epoch 1851 | loss: 0.031202 | val_loss: 0.0312078 | Time: 1412.22 ms [2021-03-23 09:38:55 main:574] : INFO : Epoch 1852 | loss: 0.0312028 | val_loss: 0.0312088 | Time: 1409.57 ms [2021-03-23 09:38:57 main:574] : INFO : Epoch 1853 | loss: 0.0312022 | val_loss: 0.0312091 | Time: 1397.44 ms [2021-03-23 09:38:58 main:574] : INFO : Epoch 1854 | loss: 0.0312017 | val_loss: 0.0312055 | Time: 1404.92 ms [2021-03-23 09:39:00 main:574] : INFO : Epoch 1855 | loss: 0.0312014 | val_loss: 0.0312079 | Time: 1398.59 ms [2021-03-23 09:39:01 main:574] : INFO : Epoch 1856 | loss: 0.0312026 | val_loss: 0.0312069 | Time: 1404.96 ms [2021-03-23 09:39:02 main:574] : INFO : Epoch 1857 | loss: 0.0312021 | val_loss: 0.0312054 | Time: 1418.33 ms [2021-03-23 09:39:04 main:574] : INFO : Epoch 1858 | loss: 0.0312011 | val_loss: 0.0312125 | Time: 1397.68 ms [2021-03-23 09:39:05 main:574] : INFO : Epoch 1859 | loss: 0.0312031 | val_loss: 0.0312084 | Time: 1396.05 ms [2021-03-23 09:39:07 main:574] : INFO : Epoch 1860 | loss: 0.0312031 | val_loss: 0.0312098 | Time: 1414.62 ms [2021-03-23 09:39:08 main:574] : INFO : Epoch 1861 | loss: 0.0312022 | val_loss: 0.0312099 | Time: 1412.88 ms [2021-03-23 09:39:09 main:574] : INFO : Epoch 1862 | loss: 0.0312011 | val_loss: 0.0312089 | Time: 1402.5 ms [2021-03-23 09:39:11 main:574] : INFO : Epoch 1863 | loss: 0.0312025 | val_loss: 0.0312071 | Time: 1403.14 ms [2021-03-23 09:39:12 main:574] : INFO : Epoch 1864 | loss: 0.0312009 | val_loss: 0.0312076 | Time: 1400.86 ms [2021-03-23 09:39:14 main:574] : INFO : Epoch 1865 | loss: 0.0312013 | val_loss: 0.0312074 | Time: 1395.62 ms [2021-03-23 09:39:15 main:574] : INFO : Epoch 1866 | loss: 0.0312012 | val_loss: 0.0312078 | Time: 1395.17 ms [2021-03-23 09:39:16 main:574] : INFO : Epoch 1867 | loss: 0.0312018 | val_loss: 0.0312125 | Time: 1407.6 ms [2021-03-23 09:39:18 main:574] : INFO : Epoch 1868 | loss: 0.0312025 | val_loss: 0.0312088 | Time: 1397.7 ms [2021-03-23 09:39:19 main:574] : INFO : Epoch 1869 | loss: 0.0312035 | val_loss: 0.0312166 | Time: 1401.49 ms [2021-03-23 09:39:21 main:574] : INFO : Epoch 1870 | loss: 0.031202 | val_loss: 0.0312061 | Time: 1403.62 ms [2021-03-23 09:39:22 main:574] : INFO : Epoch 1871 | loss: 0.0312034 | val_loss: 0.0312105 | Time: 1404.35 ms [2021-03-23 09:39:24 main:574] : INFO : Epoch 1872 | loss: 0.0312032 | val_loss: 0.0312071 | Time: 1397.37 ms [2021-03-23 09:39:25 main:574] : INFO : Epoch 1873 | loss: 0.0312016 | val_loss: 0.0312064 | Time: 1397.22 ms [2021-03-23 09:39:26 main:574] : INFO : Epoch 1874 | loss: 0.031201 | val_loss: 0.0312062 | Time: 1397.65 ms [2021-03-23 09:39:28 main:574] : INFO : Epoch 1875 | loss: 0.0312021 | val_loss: 0.0312056 | Time: 1404.94 ms [2021-03-23 09:39:29 main:574] : INFO : Epoch 1876 | loss: 0.0312027 | val_loss: 0.0312095 | Time: 1400.24 ms [2021-03-23 09:39:31 main:574] : INFO : Epoch 1877 | loss: 0.0312019 | val_loss: 0.0312071 | Time: 1402.25 ms [2021-03-23 09:39:32 main:574] : INFO : Epoch 1878 | loss: 0.0312016 | val_loss: 0.0312123 | Time: 1400.07 ms [2021-03-23 09:39:33 main:574] : INFO : Epoch 1879 | loss: 0.0312005 | val_loss: 0.0312086 | Time: 1398.96 ms [2021-03-23 09:39:35 main:574] : INFO : Epoch 1880 | loss: 0.0312018 | val_loss: 0.031211 | Time: 1397.13 ms [2021-03-23 09:39:36 main:574] : INFO : Epoch 1881 | loss: 0.0312018 | val_loss: 0.0312123 | Time: 1395.69 ms [2021-03-23 09:39:38 main:574] : INFO : Epoch 1882 | loss: 0.0312008 | val_loss: 0.0312103 | Time: 1405.26 ms [2021-03-23 09:39:39 main:574] : INFO : Epoch 1883 | loss: 0.0311999 | val_loss: 0.0312058 | Time: 1414.08 ms [2021-03-23 09:39:40 main:574] : INFO : Epoch 1884 | loss: 0.0312005 | val_loss: 0.0312075 | Time: 1403.73 ms [2021-03-23 09:39:42 main:574] : INFO : Epoch 1885 | loss: 0.0312001 | val_loss: 0.0312071 | Time: 1396.77 ms [2021-03-23 09:39:43 main:574] : INFO : Epoch 1886 | loss: 0.0312007 | val_loss: 0.0312067 | Time: 1396.32 ms [2021-03-23 09:39:45 main:574] : INFO : Epoch 1887 | loss: 0.0312 | val_loss: 0.0312066 | Time: 1397.66 ms [2021-03-23 09:39:46 main:574] : INFO : Epoch 1888 | loss: 0.0312011 | val_loss: 0.0312062 | Time: 1397.71 ms [2021-03-23 09:39:48 main:574] : INFO : Epoch 1889 | loss: 0.0312028 | val_loss: 0.0312115 | Time: 1406.07 ms [2021-03-23 09:39:49 main:574] : INFO : Epoch 1890 | loss: 0.0312023 | val_loss: 0.0312149 | Time: 1399.66 ms [2021-03-23 09:39:50 main:574] : INFO : Epoch 1891 | loss: 0.0312019 | val_loss: 0.0312067 | Time: 1403.19 ms [2021-03-23 09:39:52 main:574] : INFO : Epoch 1892 | loss: 0.0312017 | val_loss: 0.0312109 | Time: 1410.18 ms [2021-03-23 09:39:53 main:574] : INFO : Epoch 1893 | loss: 0.0312037 | val_loss: 0.0312086 | Time: 1395.58 ms [2021-03-23 09:39:55 main:574] : INFO : Epoch 1894 | loss: 0.0312014 | val_loss: 0.0312079 | Time: 1402.14 ms [2021-03-23 09:39:56 main:574] : INFO : Epoch 1895 | loss: 0.0312002 | val_loss: 0.031206 | Time: 1398.67 ms [2021-03-23 09:39:57 main:574] : INFO : Epoch 1896 | loss: 0.0312008 | val_loss: 0.0312089 | Time: 1400.44 ms [2021-03-23 09:39:59 main:574] : INFO : Epoch 1897 | loss: 0.031201 | val_loss: 0.0312062 | Time: 1401.82 ms [2021-03-23 09:40:00 main:574] : INFO : Epoch 1898 | loss: 0.0312007 | val_loss: 0.0312059 | Time: 1401.44 ms [2021-03-23 09:40:02 main:574] : INFO : Epoch 1899 | loss: 0.0312015 | val_loss: 0.0312071 | Time: 1404.06 ms [2021-03-23 09:40:03 main:574] : INFO : Epoch 1900 | loss: 0.0311998 | val_loss: 0.0312058 | Time: 1400.28 ms [2021-03-23 09:40:05 main:574] : INFO : Epoch 1901 | loss: 0.0311999 | val_loss: 0.0312067 | Time: 1401.7 ms [2021-03-23 09:40:06 main:574] : INFO : Epoch 1902 | loss: 0.0311993 | val_loss: 0.0312105 | Time: 1401.77 ms [2021-03-23 09:40:07 main:574] : INFO : Epoch 1903 | loss: 0.0312002 | val_loss: 0.0312059 | Time: 1402.33 ms [2021-03-23 09:40:09 main:574] : INFO : Epoch 1904 | loss: 0.0312003 | val_loss: 0.0312065 | Time: 1399.55 ms [2021-03-23 09:40:10 main:574] : INFO : Epoch 1905 | loss: 0.0312015 | val_loss: 0.0312095 | Time: 1400.22 ms [2021-03-23 09:40:12 main:574] : INFO : Epoch 1906 | loss: 0.0311996 | val_loss: 0.0312077 | Time: 1408.16 ms [2021-03-23 09:40:13 main:574] : INFO : Epoch 1907 | loss: 0.0312026 | val_loss: 0.0312088 | Time: 1401.4 ms [2021-03-23 09:40:14 main:574] : INFO : Epoch 1908 | loss: 0.0312015 | val_loss: 0.0312071 | Time: 1400.4 ms [2021-03-23 09:40:16 main:574] : INFO : Epoch 1909 | loss: 0.0312001 | val_loss: 0.0312076 | Time: 1396.41 ms [2021-03-23 09:40:17 main:574] : INFO : Epoch 1910 | loss: 0.0312003 | val_loss: 0.0312073 | Time: 1403.2 ms [2021-03-23 09:40:19 main:574] : INFO : Epoch 1911 | loss: 0.0312004 | val_loss: 0.0312061 | Time: 1402.41 ms [2021-03-23 09:40:20 main:574] : INFO : Epoch 1912 | loss: 0.0311991 | val_loss: 0.0312057 | Time: 1397.62 ms [2021-03-23 09:40:22 main:574] : INFO : Epoch 1913 | loss: 0.0312015 | val_loss: 0.0312085 | Time: 1414.05 ms [2021-03-23 09:40:23 main:574] : INFO : Epoch 1914 | loss: 0.0312001 | val_loss: 0.0312079 | Time: 1403.69 ms [2021-03-23 09:40:24 main:574] : INFO : Epoch 1915 | loss: 0.0311991 | val_loss: 0.031208 | Time: 1399.98 ms [2021-03-23 09:40:26 main:574] : INFO : Epoch 1916 | loss: 0.0311999 | val_loss: 0.0312085 | Time: 1434.92 ms [2021-03-23 09:40:27 main:574] : INFO : Epoch 1917 | loss: 0.0312004 | val_loss: 0.0312062 | Time: 1433.03 ms [2021-03-23 09:40:29 main:574] : INFO : Epoch 1918 | loss: 0.0312012 | val_loss: 0.031208 | Time: 1399.26 ms [2021-03-23 09:40:30 main:574] : INFO : Epoch 1919 | loss: 0.0312012 | val_loss: 0.0312053 | Time: 1402.74 ms [2021-03-23 09:40:32 main:574] : INFO : Epoch 1920 | loss: 0.0312014 | val_loss: 0.0312153 | Time: 1411.2 ms [2021-03-23 09:40:33 main:574] : INFO : Epoch 1921 | loss: 0.0312012 | val_loss: 0.0312069 | Time: 1398.99 ms [2021-03-23 09:40:34 main:574] : INFO : Epoch 1922 | loss: 0.0312001 | val_loss: 0.0312065 | Time: 1432.02 ms [2021-03-23 09:40:36 main:574] : INFO : Epoch 1923 | loss: 0.0312013 | val_loss: 0.0312128 | Time: 1455.67 ms [2021-03-23 09:40:37 main:574] : INFO : Epoch 1924 | loss: 0.0312038 | val_loss: 0.0312082 | Time: 1428.03 ms [2021-03-23 09:40:39 main:574] : INFO : Epoch 1925 | loss: 0.0312005 | val_loss: 0.031206 | Time: 1521.03 ms [2021-03-23 09:40:40 main:574] : INFO : Epoch 1926 | loss: 0.0312006 | val_loss: 0.0312071 | Time: 1467.46 ms [2021-03-23 09:40:42 main:574] : INFO : Epoch 1927 | loss: 0.0311994 | val_loss: 0.0312059 | Time: 1419.61 ms [2021-03-23 09:40:43 main:574] : INFO : Epoch 1928 | loss: 0.0311993 | val_loss: 0.0312057 | Time: 1417.61 ms [2021-03-23 09:40:45 main:574] : INFO : Epoch 1929 | loss: 0.0312002 | val_loss: 0.0312084 | Time: 1432.64 ms [2021-03-23 09:40:46 main:574] : INFO : Epoch 1930 | loss: 0.0311999 | val_loss: 0.0312069 | Time: 1489.62 ms [2021-03-23 09:40:48 main:574] : INFO : Epoch 1931 | loss: 0.0311993 | val_loss: 0.0312061 | Time: 1445.6 ms [2021-03-23 09:40:49 main:574] : INFO : Epoch 1932 | loss: 0.0311998 | val_loss: 0.031206 | Time: 1485.49 ms [2021-03-23 09:40:51 main:574] : INFO : Epoch 1933 | loss: 0.0311991 | val_loss: 0.0312049 | Time: 1410.1 ms [2021-03-23 09:40:52 main:574] : INFO : Epoch 1934 | loss: 0.0311993 | val_loss: 0.0312102 | Time: 1416.77 ms [2021-03-23 09:40:53 main:574] : INFO : Epoch 1935 | loss: 0.0312008 | val_loss: 0.0312104 | Time: 1408.27 ms [2021-03-23 09:40:55 main:574] : INFO : Epoch 1936 | loss: 0.0311999 | val_loss: 0.0312067 | Time: 1400.88 ms [2021-03-23 09:40:56 main:574] : INFO : Epoch 1937 | loss: 0.0312003 | val_loss: 0.0312061 | Time: 1402.99 ms [2021-03-23 09:40:58 main:574] : INFO : Epoch 1938 | loss: 0.0312047 | val_loss: 0.0312113 | Time: 1411.83 ms [2021-03-23 09:40:59 main:574] : INFO : Epoch 1939 | loss: 0.0312032 | val_loss: 0.0312081 | Time: 1403.63 ms [2021-03-23 09:41:00 main:574] : INFO : Epoch 1940 | loss: 0.0312013 | val_loss: 0.0312056 | Time: 1396.98 ms [2021-03-23 09:41:02 main:574] : INFO : Epoch 1941 | loss: 0.0311996 | val_loss: 0.0312069 | Time: 1463.36 ms [2021-03-23 09:41:03 main:574] : INFO : Epoch 1942 | loss: 0.0312009 | val_loss: 0.0312101 | Time: 1413.99 ms [2021-03-23 09:41:05 main:574] : INFO : Epoch 1943 | loss: 0.0312004 | val_loss: 0.0312055 | Time: 1422.83 ms [2021-03-23 09:41:06 main:574] : INFO : Epoch 1944 | loss: 0.0311992 | val_loss: 0.031206 | Time: 1402.92 ms [2021-03-23 09:41:08 main:574] : INFO : Epoch 1945 | loss: 0.0311989 | val_loss: 0.0312066 | Time: 1396.8 ms [2021-03-23 09:41:09 main:574] : INFO : Epoch 1946 | loss: 0.0312026 | val_loss: 0.0312051 | Time: 1406.72 ms [2021-03-23 09:41:10 main:574] : INFO : Epoch 1947 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 1409.23 ms [2021-03-23 09:41:12 main:574] : INFO : Epoch 1948 | loss: 0.0311996 | val_loss: 0.0312064 | Time: 1399.83 ms [2021-03-23 09:41:13 main:574] : INFO : Epoch 1949 | loss: 0.0311999 | val_loss: 0.0312106 | Time: 1424.92 ms [2021-03-23 09:41:15 main:574] : INFO : Epoch 1950 | loss: 0.0312005 | val_loss: 0.0312079 | Time: 1473.07 ms [2021-03-23 09:41:16 main:574] : INFO : Epoch 1951 | loss: 0.0312002 | val_loss: 0.0312069 | Time: 1429.83 ms [2021-03-23 09:41:18 main:574] : INFO : Epoch 1952 | loss: 0.0311993 | val_loss: 0.0312078 | Time: 1408.88 ms [2021-03-23 09:41:19 main:574] : INFO : Epoch 1953 | loss: 0.0312003 | val_loss: 0.031207 | Time: 1432.68 ms [2021-03-23 09:41:21 main:574] : INFO : Epoch 1954 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 1429.41 ms [2021-03-23 09:41:22 main:574] : INFO : Epoch 1955 | loss: 0.0311989 | val_loss: 0.031206 | Time: 1454.08 ms [2021-03-23 09:41:23 main:574] : INFO : Epoch 1956 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 1408.9 ms [2021-03-23 09:41:25 main:574] : INFO : Epoch 1957 | loss: 0.031201 | val_loss: 0.0312063 | Time: 1397.01 ms [2021-03-23 09:41:26 main:574] : INFO : Epoch 1958 | loss: 0.0311991 | val_loss: 0.0312057 | Time: 1406.58 ms [2021-03-23 09:41:28 main:574] : INFO : Epoch 1959 | loss: 0.0311999 | val_loss: 0.0312056 | Time: 1403.47 ms [2021-03-23 09:41:29 main:574] : INFO : Epoch 1960 | loss: 0.0311988 | val_loss: 0.0312059 | Time: 1394.54 ms [2021-03-23 09:41:30 main:574] : INFO : Epoch 1961 | loss: 0.031199 | val_loss: 0.0312081 | Time: 1397.09 ms [2021-03-23 09:41:32 main:574] : INFO : Epoch 1962 | loss: 0.0312 | val_loss: 0.0312083 | Time: 1396.67 ms [2021-03-23 09:41:33 main:574] : INFO : Epoch 1963 | loss: 0.0311987 | val_loss: 0.0312046 | Time: 1456.44 ms [2021-03-23 09:41:35 main:574] : INFO : Epoch 1964 | loss: 0.0311991 | val_loss: 0.0312126 | Time: 1410.44 ms [2021-03-23 09:41:36 main:574] : INFO : Epoch 1965 | loss: 0.0312029 | val_loss: 0.0312086 | Time: 1443.6 ms [2021-03-23 09:41:38 main:574] : INFO : Epoch 1966 | loss: 0.0312002 | val_loss: 0.0312087 | Time: 1432.57 ms [2021-03-23 09:41:39 main:574] : INFO : Epoch 1967 | loss: 0.0312018 | val_loss: 0.0312093 | Time: 1401.29 ms [2021-03-23 09:41:40 main:574] : INFO : Epoch 1968 | loss: 0.0312014 | val_loss: 0.0312099 | Time: 1403.77 ms [2021-03-23 09:41:42 main:574] : INFO : Epoch 1969 | loss: 0.031203 | val_loss: 0.031208 | Time: 1401.77 ms [2021-03-23 09:41:43 main:574] : INFO : Epoch 1970 | loss: 0.0312009 | val_loss: 0.0312073 | Time: 1400.5 ms [2021-03-23 09:41:45 main:574] : INFO : Epoch 1971 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 1424.94 ms [2021-03-23 09:41:46 main:574] : INFO : Epoch 1972 | loss: 0.0312043 | val_loss: 0.0312164 | Time: 1403.64 ms [2021-03-23 09:41:48 main:574] : INFO : Epoch 1973 | loss: 0.0313515 | val_loss: 0.0315422 | Time: 1392.62 ms [2021-03-23 09:41:49 main:574] : INFO : Epoch 1974 | loss: 0.0313434 | val_loss: 0.0312557 | Time: 1401.64 ms [2021-03-23 09:41:50 main:574] : INFO : Epoch 1975 | loss: 0.0312326 | val_loss: 0.0312202 | Time: 1402.64 ms [2021-03-23 09:41:52 main:574] : INFO : Epoch 1976 | loss: 0.0312129 | val_loss: 0.0312089 | Time: 1394.94 ms [2021-03-23 09:41:53 main:574] : INFO : Epoch 1977 | loss: 0.0312088 | val_loss: 0.0312069 | Time: 1401.84 ms [2021-03-23 09:41:55 main:574] : INFO : Epoch 1978 | loss: 0.0312051 | val_loss: 0.0312052 | Time: 1396.39 ms [2021-03-23 09:41:56 main:574] : INFO : Epoch 1979 | loss: 0.0312025 | val_loss: 0.0312077 | Time: 1396.88 ms [2021-03-23 09:41:58 main:574] : INFO : Epoch 1980 | loss: 0.0312014 | val_loss: 0.0312063 | Time: 1399.19 ms [2021-03-23 09:41:59 main:574] : INFO : Epoch 1981 | loss: 0.0311986 | val_loss: 0.0312055 | Time: 1397.39 ms [2021-03-23 09:42:00 main:574] : INFO : Epoch 1982 | loss: 0.0311984 | val_loss: 0.0312052 | Time: 1401.14 ms [2021-03-23 09:42:02 main:574] : INFO : Epoch 1983 | loss: 0.0311991 | val_loss: 0.0312061 | Time: 1404.06 ms [2021-03-23 09:42:03 main:574] : INFO : Epoch 1984 | loss: 0.0311998 | val_loss: 0.0312055 | Time: 1402.7 ms [2021-03-23 09:42:05 main:574] : INFO : Epoch 1985 | loss: 0.0312024 | val_loss: 0.0312102 | Time: 1397.16 ms [2021-03-23 09:42:06 main:574] : INFO : Epoch 1986 | loss: 0.0312029 | val_loss: 0.0312099 | Time: 1393.97 ms [2021-03-23 09:42:07 main:574] : INFO : Epoch 1987 | loss: 0.0312008 | val_loss: 0.0312064 | Time: 1396.57 ms [2021-03-23 09:42:09 main:574] : INFO : Epoch 1988 | loss: 0.0312005 | val_loss: 0.0312097 | Time: 1394.29 ms [2021-03-23 09:42:10 main:574] : INFO : Epoch 1989 | loss: 0.0312042 | val_loss: 0.0312085 | Time: 1395.78 ms [2021-03-23 09:42:12 main:574] : INFO : Epoch 1990 | loss: 0.0312006 | val_loss: 0.0312061 | Time: 1399.7 ms [2021-03-23 09:42:13 main:574] : INFO : Epoch 1991 | loss: 0.0311997 | val_loss: 0.0312067 | Time: 1398.54 ms [2021-03-23 09:42:15 main:574] : INFO : Epoch 1992 | loss: 0.0311997 | val_loss: 0.0312069 | Time: 1417.95 ms [2021-03-23 09:42:16 main:574] : INFO : Epoch 1993 | loss: 0.031201 | val_loss: 0.0312083 | Time: 1396.78 ms [2021-03-23 09:42:17 main:574] : INFO : Epoch 1994 | loss: 0.0311989 | val_loss: 0.0312052 | Time: 1414.76 ms [2021-03-23 09:42:19 main:574] : INFO : Epoch 1995 | loss: 0.0311986 | val_loss: 0.0312059 | Time: 1418.23 ms [2021-03-23 09:42:20 main:574] : INFO : Epoch 1996 | loss: 0.0311997 | val_loss: 0.0312055 | Time: 1399.37 ms [2021-03-23 09:42:22 main:574] : INFO : Epoch 1997 | loss: 0.0311989 | val_loss: 0.031207 | Time: 1414.16 ms [2021-03-23 09:42:23 main:574] : INFO : Epoch 1998 | loss: 0.0312004 | val_loss: 0.0312048 | Time: 1397.64 ms [2021-03-23 09:42:24 main:574] : INFO : Epoch 1999 | loss: 0.0311987 | val_loss: 0.0312058 | Time: 1422.55 ms [2021-03-23 09:42:26 main:574] : INFO : Epoch 2000 | loss: 0.0311986 | val_loss: 0.0312051 | Time: 1399.9 ms [2021-03-23 09:42:27 main:574] : INFO : Epoch 2001 | loss: 0.0311983 | val_loss: 0.0312055 | Time: 1396.6 ms [2021-03-23 09:42:29 main:574] : INFO : Epoch 2002 | loss: 0.0311988 | val_loss: 0.0312053 | Time: 1403.34 ms [2021-03-23 09:42:30 main:574] : INFO : Epoch 2003 | loss: 0.0311981 | val_loss: 0.0312075 | Time: 1396.94 ms [2021-03-23 09:42:32 main:574] : INFO : Epoch 2004 | loss: 0.0311988 | val_loss: 0.0312058 | Time: 1406.49 ms [2021-03-23 09:42:33 main:574] : INFO : Epoch 2005 | loss: 0.0311995 | val_loss: 0.0312114 | Time: 1392.76 ms [2021-03-23 09:42:34 main:574] : INFO : Epoch 2006 | loss: 0.0312012 | val_loss: 0.0312061 | Time: 1405.3 ms [2021-03-23 09:42:36 main:574] : INFO : Epoch 2007 | loss: 0.0312028 | val_loss: 0.0312167 | Time: 1434.01 ms [2021-03-23 09:42:37 main:574] : INFO : Epoch 2008 | loss: 0.0312015 | val_loss: 0.0312071 | Time: 1406.44 ms [2021-03-23 09:42:39 main:574] : INFO : Epoch 2009 | loss: 0.0311991 | val_loss: 0.0312067 | Time: 1413 ms [2021-03-23 09:42:40 main:574] : INFO : Epoch 2010 | loss: 0.0311992 | val_loss: 0.0312051 | Time: 1402.23 ms [2021-03-23 09:42:41 main:574] : INFO : Epoch 2011 | loss: 0.031199 | val_loss: 0.0312054 | Time: 1415.41 ms [2021-03-23 09:42:43 main:574] : INFO : Epoch 2012 | loss: 0.031201 | val_loss: 0.0312103 | Time: 1402.23 ms [2021-03-23 09:42:44 main:574] : INFO : Epoch 2013 | loss: 0.0311995 | val_loss: 0.0312054 | Time: 1399.61 ms [2021-03-23 09:42:46 main:574] : INFO : Epoch 2014 | loss: 0.0311994 | val_loss: 0.0312097 | Time: 1399.42 ms [2021-03-23 09:42:47 main:574] : INFO : Epoch 2015 | loss: 0.0311989 | val_loss: 0.0312069 | Time: 1404.04 ms [2021-03-23 09:42:48 main:574] : INFO : Epoch 2016 | loss: 0.0311985 | val_loss: 0.0312061 | Time: 1397.93 ms [2021-03-23 09:42:50 main:574] : INFO : Epoch 2017 | loss: 0.0312004 | val_loss: 0.031209 | Time: 1438.23 ms [2021-03-23 09:42:51 main:574] : INFO : Epoch 2018 | loss: 0.0312017 | val_loss: 0.0312126 | Time: 1421.9 ms [2021-03-23 09:42:53 main:574] : INFO : Epoch 2019 | loss: 0.031202 | val_loss: 0.0312137 | Time: 1393.87 ms [2021-03-23 09:42:54 main:574] : INFO : Epoch 2020 | loss: 0.0312024 | val_loss: 0.0312075 | Time: 1395.84 ms [2021-03-23 09:42:56 main:574] : INFO : Epoch 2021 | loss: 0.0311993 | val_loss: 0.0312089 | Time: 1394.35 ms [2021-03-23 09:42:57 main:574] : INFO : Epoch 2022 | loss: 0.0311994 | val_loss: 0.0312057 | Time: 1393.82 ms [2021-03-23 09:42:58 main:574] : INFO : Epoch 2023 | loss: 0.0311986 | val_loss: 0.031207 | Time: 1414 ms [2021-03-23 09:43:00 main:574] : INFO : Epoch 2024 | loss: 0.0311983 | val_loss: 0.0312101 | Time: 1420.09 ms [2021-03-23 09:43:01 main:574] : INFO : Epoch 2025 | loss: 0.0311997 | val_loss: 0.0312053 | Time: 1403.44 ms [2021-03-23 09:43:03 main:574] : INFO : Epoch 2026 | loss: 0.0311981 | val_loss: 0.0312078 | Time: 1430.49 ms [2021-03-23 09:43:04 main:574] : INFO : Epoch 2027 | loss: 0.0311985 | val_loss: 0.0312057 | Time: 1427.48 ms [2021-03-23 09:43:06 main:574] : INFO : Epoch 2028 | loss: 0.0311992 | val_loss: 0.031206 | Time: 1397.27 ms [2021-03-23 09:43:07 main:574] : INFO : Epoch 2029 | loss: 0.0312009 | val_loss: 0.0312099 | Time: 1397.59 ms [2021-03-23 09:43:08 main:574] : INFO : Epoch 2030 | loss: 0.0312037 | val_loss: 0.031215 | Time: 1446.45 ms [2021-03-23 09:43:10 main:574] : INFO : Epoch 2031 | loss: 0.0311996 | val_loss: 0.0312054 | Time: 1410.86 ms [2021-03-23 09:43:11 main:574] : INFO : Epoch 2032 | loss: 0.0311988 | val_loss: 0.0312066 | Time: 1408.56 ms [2021-03-23 09:43:13 main:574] : INFO : Epoch 2033 | loss: 0.0311984 | val_loss: 0.0312049 | Time: 1443.14 ms [2021-03-23 09:43:14 main:574] : INFO : Epoch 2034 | loss: 0.0311982 | val_loss: 0.0312061 | Time: 1406.77 ms [2021-03-23 09:43:16 main:574] : INFO : Epoch 2035 | loss: 0.0311978 | val_loss: 0.031211 | Time: 1400.92 ms [2021-03-23 09:43:17 main:574] : INFO : Epoch 2036 | loss: 0.031199 | val_loss: 0.0312072 | Time: 1413.12 ms [2021-03-23 09:43:18 main:574] : INFO : Epoch 2037 | loss: 0.0311992 | val_loss: 0.0312054 | Time: 1411.77 ms [2021-03-23 09:43:20 main:574] : INFO : Epoch 2038 | loss: 0.0312013 | val_loss: 0.0312077 | Time: 1401.87 ms [2021-03-23 09:43:21 main:574] : INFO : Epoch 2039 | loss: 0.0312015 | val_loss: 0.0312095 | Time: 1408.76 ms [2021-03-23 09:43:23 main:574] : INFO : Epoch 2040 | loss: 0.0311999 | val_loss: 0.0312054 | Time: 1425.28 ms [2021-03-23 09:43:24 main:574] : INFO : Epoch 2041 | loss: 0.0311983 | val_loss: 0.0312066 | Time: 1430.05 ms [2021-03-23 09:43:26 main:574] : INFO : Epoch 2042 | loss: 0.0311998 | val_loss: 0.031207 | Time: 1411.08 ms [2021-03-23 09:43:27 main:574] : INFO : Epoch 2043 | loss: 0.0311989 | val_loss: 0.0312059 | Time: 1399.7 ms [2021-03-23 09:43:28 main:574] : INFO : Epoch 2044 | loss: 0.0311996 | val_loss: 0.0312048 | Time: 1397.27 ms [2021-03-23 09:43:30 main:574] : INFO : Epoch 2045 | loss: 0.0311982 | val_loss: 0.0312084 | Time: 1415.58 ms [2021-03-23 09:43:31 main:574] : INFO : Epoch 2046 | loss: 0.0311981 | val_loss: 0.0312049 | Time: 1399.99 ms [2021-03-23 09:43:33 main:574] : INFO : Epoch 2047 | loss: 0.0311993 | val_loss: 0.0312068 | Time: 1427.4 ms [2021-03-23 09:43:34 main:574] : INFO : Epoch 2048 | loss: 0.0311992 | val_loss: 0.0312066 | Time: 1407.43 ms [2021-03-23 09:43:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312066 [2021-03-23 09:43:34 main:603] : INFO : Saving end state to config to file [2021-03-23 09:43:34 main:608] : INFO : Success, exiting.. 09:43:34 (6816): 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)