Task 7705391
| Name | ParityModified-1630350131-2999-3_2 |
| Workunit | 5066457 |
| Created | 29 Sep 2021, 23:39:19 UTC |
| Sent | 30 Sep 2021, 2:29:34 UTC |
| Report deadline | 7 Oct 2021, 2:29:34 UTC |
| Received | 30 Sep 2021, 17:18:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 57 min 1 sec |
| CPU time | 55 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312043 | val_loss: 0.0312138 | Time: 1688.41 ms [2021-09-30 12:03:35 main:574] : INFO : Epoch 1543 | loss: 0.0312052 | val_loss: 0.0312141 | Time: 1666.95 ms [2021-09-30 12:03:38 main:574] : INFO : Epoch 1544 | loss: 0.0312047 | val_loss: 0.0312157 | Time: 2026.11 ms [2021-09-30 12:03:39 main:574] : INFO : Epoch 1545 | loss: 0.0312052 | val_loss: 0.0312131 | Time: 1765.34 ms [2021-09-30 12:03:41 main:574] : INFO : Epoch 1546 | loss: 0.031205 | val_loss: 0.0312133 | Time: 1712.28 ms [2021-09-30 12:03:43 main:574] : INFO : Epoch 1547 | loss: 0.0312091 | val_loss: 0.0312131 | Time: 1606.34 ms [2021-09-30 12:03:44 main:574] : INFO : Epoch 1548 | loss: 0.0312074 | val_loss: 0.0312166 | Time: 1825.02 ms [2021-09-30 12:03:46 main:574] : INFO : Epoch 1549 | loss: 0.0312045 | val_loss: 0.0312132 | Time: 1675.96 ms [2021-09-30 12:03:48 main:574] : INFO : Epoch 1550 | loss: 0.031204 | val_loss: 0.0312126 | Time: 1642.04 ms [2021-09-30 12:03:49 main:574] : INFO : Epoch 1551 | loss: 0.0312054 | val_loss: 0.0312115 | Time: 1652.83 ms [2021-09-30 12:03:51 main:574] : INFO : Epoch 1552 | loss: 0.0312039 | val_loss: 0.0312144 | Time: 1713.87 ms [2021-09-30 12:03:53 main:574] : INFO : Epoch 1553 | loss: 0.0312062 | val_loss: 0.0312145 | Time: 1633.06 ms [2021-09-30 12:03:55 main:574] : INFO : Epoch 1554 | loss: 0.0312063 | val_loss: 0.0312125 | Time: 1685.68 ms [2021-09-30 12:03:56 main:574] : INFO : Epoch 1555 | loss: 0.0312055 | val_loss: 0.0312153 | Time: 1809.25 ms [2021-09-30 12:03:58 main:574] : INFO : Epoch 1556 | loss: 0.0312048 | val_loss: 0.0312115 | Time: 1686.9 ms [2021-09-30 12:04:00 main:574] : INFO : Epoch 1557 | loss: 0.0312043 | val_loss: 0.031212 | Time: 1670.63 ms [2021-09-30 12:04:01 main:574] : INFO : Epoch 1558 | loss: 0.0312047 | val_loss: 0.0312145 | Time: 1674.12 ms [2021-09-30 12:04:03 main:574] : INFO : Epoch 1559 | loss: 0.0312086 | val_loss: 0.0312125 | Time: 1658.54 ms [2021-09-30 12:04:05 main:574] : INFO : Epoch 1560 | loss: 0.0312074 | val_loss: 0.0312131 | Time: 1673.8 ms [2021-09-30 12:04:06 main:574] : INFO : Epoch 1561 | loss: 0.0312066 | val_loss: 0.0312134 | Time: 1641.59 ms [2021-09-30 12:04:08 main:574] : INFO : Epoch 1562 | loss: 0.0312087 | val_loss: 0.0312157 | Time: 1638.62 ms [2021-09-30 12:04:10 main:574] : INFO : Epoch 1563 | loss: 0.0312092 | val_loss: 0.0312183 | Time: 1644.12 ms [2021-09-30 12:04:11 main:574] : INFO : Epoch 1564 | loss: 0.03121 | val_loss: 0.0312168 | Time: 1649.89 ms [2021-09-30 12:04:13 main:574] : INFO : Epoch 1565 | loss: 0.0312099 | val_loss: 0.0312158 | Time: 1654.83 ms [2021-09-30 12:04:15 main:574] : INFO : Epoch 1566 | loss: 0.0312091 | val_loss: 0.0312173 | Time: 1660.2 ms [2021-09-30 12:04:16 main:574] : INFO : Epoch 1567 | loss: 0.0312082 | val_loss: 0.0312146 | Time: 1677.49 ms [2021-09-30 12:04:18 main:574] : INFO : Epoch 1568 | loss: 0.0312068 | val_loss: 0.0312153 | Time: 1664.26 ms [2021-09-30 12:04:20 main:574] : INFO : Epoch 1569 | loss: 0.0312075 | val_loss: 0.0312165 | Time: 1642.37 ms [2021-09-30 12:04:21 main:574] : INFO : Epoch 1570 | loss: 0.0312088 | val_loss: 0.0312166 | Time: 1692.88 ms [2021-09-30 12:04:23 main:574] : INFO : Epoch 1571 | loss: 0.0312126 | val_loss: 0.0312168 | Time: 1658.68 ms [2021-09-30 12:04:25 main:574] : INFO : Epoch 1572 | loss: 0.031212 | val_loss: 0.031217 | Time: 1621.35 ms [2021-09-30 12:04:26 main:574] : INFO : Epoch 1573 | loss: 0.0312114 | val_loss: 0.0312158 | Time: 1651.46 ms [2021-09-30 12:04:28 main:574] : INFO : Epoch 1574 | loss: 0.0312106 | val_loss: 0.0312154 | Time: 1635.63 ms [2021-09-30 12:04:30 main:574] : INFO : Epoch 1575 | loss: 0.0312094 | val_loss: 0.031213 | Time: 1639.95 ms [2021-09-30 12:04:31 main:574] : INFO : Epoch 1576 | loss: 0.0312093 | val_loss: 0.0312162 | Time: 1696.27 ms [2021-09-30 12:04:33 main:574] : INFO : Epoch 1577 | loss: 0.0312108 | val_loss: 0.0312197 | Time: 1659.33 ms [2021-09-30 12:04:35 main:574] : INFO : Epoch 1578 | loss: 0.0312126 | val_loss: 0.0312132 | Time: 1655.9 ms [2021-09-30 12:04:36 main:574] : INFO : Epoch 1579 | loss: 0.0312099 | val_loss: 0.0312144 | Time: 1732.39 ms [2021-09-30 12:04:38 main:574] : INFO : Epoch 1580 | loss: 0.0312074 | val_loss: 0.0312128 | Time: 1692.01 ms [2021-09-30 12:04:40 main:574] : INFO : Epoch 1581 | loss: 0.0312073 | val_loss: 0.0312193 | Time: 1696.81 ms [2021-09-30 12:04:41 main:574] : INFO : Epoch 1582 | loss: 0.0312092 | val_loss: 0.031213 | Time: 1653.33 ms [2021-09-30 12:04:43 main:574] : INFO : Epoch 1583 | loss: 0.0312088 | val_loss: 0.0312153 | Time: 1615.74 ms [2021-09-30 12:04:45 main:574] : INFO : Epoch 1584 | loss: 0.0312092 | val_loss: 0.0312119 | Time: 1667.29 ms [2021-09-30 12:04:46 main:574] : INFO : Epoch 1585 | loss: 0.0312074 | val_loss: 0.0312131 | Time: 1667.92 ms [2021-09-30 12:04:48 main:574] : INFO : Epoch 1586 | loss: 0.031211 | val_loss: 0.031219 | Time: 1660.93 ms [2021-09-30 12:04:50 main:574] : INFO : Epoch 1587 | loss: 0.0312147 | val_loss: 0.031214 | Time: 1656.05 ms [2021-09-30 12:04:51 main:574] : INFO : Epoch 1588 | loss: 0.0312104 | val_loss: 0.0312138 | Time: 1664.86 ms [2021-09-30 12:04:53 main:574] : INFO : Epoch 1589 | loss: 0.0312075 | val_loss: 0.031213 | Time: 1652.21 ms [2021-09-30 12:04:55 main:574] : INFO : Epoch 1590 | loss: 0.0312085 | val_loss: 0.0312116 | Time: 1783.93 ms [2021-09-30 12:04:57 main:574] : INFO : Epoch 1591 | loss: 0.0312084 | val_loss: 0.0312149 | Time: 1670.97 ms [2021-09-30 12:04:58 main:574] : INFO : Epoch 1592 | loss: 0.0312079 | val_loss: 0.0312112 | Time: 1666.31 ms [2021-09-30 12:05:00 main:574] : INFO : Epoch 1593 | loss: 0.0312078 | val_loss: 0.0312121 | Time: 1652.03 ms [2021-09-30 12:05:02 main:574] : INFO : Epoch 1594 | loss: 0.0312073 | val_loss: 0.0312121 | Time: 1644.59 ms [2021-09-30 12:05:03 main:574] : INFO : Epoch 1595 | loss: 0.0312088 | val_loss: 0.0312123 | Time: 1682.04 ms [2021-09-30 12:05:05 main:574] : INFO : Epoch 1596 | loss: 0.031207 | val_loss: 0.0312112 | Time: 1663.25 ms [2021-09-30 12:05:07 main:574] : INFO : Epoch 1597 | loss: 0.0312071 | val_loss: 0.0312117 | Time: 1643.76 ms [2021-09-30 12:05:08 main:574] : INFO : Epoch 1598 | loss: 0.0312061 | val_loss: 0.0312117 | Time: 1669.83 ms [2021-09-30 12:05:10 main:574] : INFO : Epoch 1599 | loss: 0.031207 | val_loss: 0.0312154 | Time: 1675.64 ms [2021-09-30 12:05:12 main:574] : INFO : Epoch 1600 | loss: 0.0312077 | val_loss: 0.0312137 | Time: 1841.99 ms [2021-09-30 12:05:13 main:574] : INFO : Epoch 1601 | loss: 0.0312061 | val_loss: 0.0312127 | Time: 1646.53 ms [2021-09-30 12:05:15 main:574] : INFO : Epoch 1602 | loss: 0.031206 | val_loss: 0.0312127 | Time: 1631.15 ms [2021-09-30 12:05:17 main:574] : INFO : Epoch 1603 | loss: 0.0312081 | val_loss: 0.0312166 | Time: 1619.9 ms [2021-09-30 12:05:18 main:574] : INFO : Epoch 1604 | loss: 0.0312068 | val_loss: 0.0312118 | Time: 1619.08 ms [2021-09-30 12:05:20 main:574] : INFO : Epoch 1605 | loss: 0.0312068 | val_loss: 0.0312149 | Time: 1651.97 ms [2021-09-30 12:05:22 main:574] : INFO : Epoch 1606 | loss: 0.0312076 | val_loss: 0.0312149 | Time: 1636.51 ms [2021-09-30 12:05:23 main:574] : INFO : Epoch 1607 | loss: 0.0312074 | val_loss: 0.0312109 | Time: 1631.67 ms [2021-09-30 12:05:25 main:574] : INFO : Epoch 1608 | loss: 0.0312064 | val_loss: 0.031212 | Time: 1676.09 ms [2021-09-30 12:05:27 main:574] : INFO : Epoch 1609 | loss: 0.0312062 | val_loss: 0.0312115 | Time: 1675.14 ms [2021-09-30 12:05:28 main:574] : INFO : Epoch 1610 | loss: 0.0312069 | val_loss: 0.0312131 | Time: 1653.12 ms [2021-09-30 12:05:30 main:574] : INFO : Epoch 1611 | loss: 0.0312063 | val_loss: 0.0312129 | Time: 1645.83 ms [2021-09-30 12:05:32 main:574] : INFO : Epoch 1612 | loss: 0.0312058 | val_loss: 0.0312137 | Time: 1650.12 ms [2021-09-30 12:05:33 main:574] : INFO : Epoch 1613 | loss: 0.0312071 | val_loss: 0.0312125 | Time: 1642.96 ms [2021-09-30 12:05:35 main:574] : INFO : Epoch 1614 | loss: 0.031206 | val_loss: 0.0312173 | Time: 1661.79 ms [2021-09-30 12:05:37 main:574] : INFO : Epoch 1615 | loss: 0.0312078 | val_loss: 0.0312133 | Time: 1689.39 ms [2021-09-30 12:05:38 main:574] : INFO : Epoch 1616 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 1634.36 ms [2021-09-30 12:05:40 main:574] : INFO : Epoch 1617 | loss: 0.0312047 | val_loss: 0.0312107 | Time: 1664.11 ms [2021-09-30 12:05:42 main:574] : INFO : Epoch 1618 | loss: 0.031205 | val_loss: 0.031211 | Time: 1682.96 ms [2021-09-30 12:05:43 main:574] : INFO : Epoch 1619 | loss: 0.0312042 | val_loss: 0.0312106 | Time: 1634.77 ms [2021-09-30 12:05:45 main:574] : INFO : Epoch 1620 | loss: 0.0312077 | val_loss: 0.0312114 | Time: 1675.73 ms [2021-09-30 12:05:47 main:574] : INFO : Epoch 1621 | loss: 0.0312054 | val_loss: 0.031211 | Time: 1671.4 ms [2021-09-30 12:05:48 main:574] : INFO : Epoch 1622 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 1635.57 ms [2021-09-30 12:05:50 main:574] : INFO : Epoch 1623 | loss: 0.0312108 | val_loss: 0.0312202 | Time: 1656.1 ms [2021-09-30 12:05:52 main:574] : INFO : Epoch 1624 | loss: 0.0312079 | val_loss: 0.0312098 | Time: 1632.32 ms [2021-09-30 12:05:53 main:574] : INFO : Epoch 1625 | loss: 0.0312049 | val_loss: 0.0312103 | Time: 1645.54 ms [2021-09-30 12:05:55 main:574] : INFO : Epoch 1626 | loss: 0.0312076 | val_loss: 0.0312181 | Time: 1665.08 ms [2021-09-30 12:05:56 main:574] : INFO : Epoch 1627 | loss: 0.03121 | val_loss: 0.031212 | Time: 1633.69 ms [2021-09-30 12:05:58 main:574] : INFO : Epoch 1628 | loss: 0.0312054 | val_loss: 0.0312112 | Time: 1659.49 ms [2021-09-30 12:06:00 main:574] : INFO : Epoch 1629 | loss: 0.0312054 | val_loss: 0.0312112 | Time: 1637.22 ms [2021-09-30 12:06:01 main:574] : INFO : Epoch 1630 | loss: 0.0312105 | val_loss: 0.0312255 | Time: 1667.78 ms [2021-09-30 12:06:03 main:574] : INFO : Epoch 1631 | loss: 0.0312212 | val_loss: 0.0312219 | Time: 1660.54 ms [2021-09-30 12:06:05 main:574] : INFO : Epoch 1632 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 1691.74 ms [2021-09-30 12:06:07 main:574] : INFO : Epoch 1633 | loss: 0.031215 | val_loss: 0.0312163 | Time: 1680.09 ms [2021-09-30 12:06:08 main:574] : INFO : Epoch 1634 | loss: 0.0312118 | val_loss: 0.0312152 | Time: 1664.32 ms [2021-09-30 12:06:10 main:574] : INFO : Epoch 1635 | loss: 0.0312116 | val_loss: 0.0312139 | Time: 1665.99 ms [2021-09-30 12:06:12 main:574] : INFO : Epoch 1636 | loss: 0.0312095 | val_loss: 0.0312175 | Time: 1639.57 ms [2021-09-30 12:06:13 main:574] : INFO : Epoch 1637 | loss: 0.0312118 | val_loss: 0.0312186 | Time: 1673.35 ms [2021-09-30 12:06:15 main:574] : INFO : Epoch 1638 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 1674.75 ms [2021-09-30 12:06:17 main:574] : INFO : Epoch 1639 | loss: 0.0312077 | val_loss: 0.031213 | Time: 1647.47 ms [2021-09-30 12:06:18 main:574] : INFO : Epoch 1640 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 1661.87 ms [2021-09-30 12:06:20 main:574] : INFO : Epoch 1641 | loss: 0.0312079 | val_loss: 0.031213 | Time: 1666.52 ms [2021-09-30 12:06:22 main:574] : INFO : Epoch 1642 | loss: 0.0312068 | val_loss: 0.0312131 | Time: 1671.78 ms [2021-09-30 12:06:23 main:574] : INFO : Epoch 1643 | loss: 0.0312054 | val_loss: 0.0312128 | Time: 1614.22 ms [2021-09-30 12:06:25 main:574] : INFO : Epoch 1644 | loss: 0.0312058 | val_loss: 0.0312143 | Time: 1638.65 ms [2021-09-30 12:06:26 main:574] : INFO : Epoch 1645 | loss: 0.031206 | val_loss: 0.0312117 | Time: 1675.48 ms [2021-09-30 12:06:28 main:574] : INFO : Epoch 1646 | loss: 0.0312059 | val_loss: 0.0312121 | Time: 1635.21 ms [2021-09-30 12:06:30 main:574] : INFO : Epoch 1647 | loss: 0.0312061 | val_loss: 0.0312146 | Time: 1647.61 ms [2021-09-30 12:06:31 main:574] : INFO : Epoch 1648 | loss: 0.0312081 | val_loss: 0.0312099 | Time: 1671.02 ms [2021-09-30 12:06:33 main:574] : INFO : Epoch 1649 | loss: 0.0312075 | val_loss: 0.031222 | Time: 1647.22 ms [2021-09-30 12:06:35 main:574] : INFO : Epoch 1650 | loss: 0.0312133 | val_loss: 0.0312147 | Time: 1662.72 ms [2021-09-30 12:06:36 main:574] : INFO : Epoch 1651 | loss: 0.031208 | val_loss: 0.0312155 | Time: 1662.26 ms [2021-09-30 12:06:38 main:574] : INFO : Epoch 1652 | loss: 0.0312065 | val_loss: 0.0312122 | Time: 1673.82 ms [2021-09-30 12:06:40 main:574] : INFO : Epoch 1653 | loss: 0.0312055 | val_loss: 0.0312119 | Time: 1648.3 ms [2021-09-30 12:06:41 main:574] : INFO : Epoch 1654 | loss: 0.031206 | val_loss: 0.0312193 | Time: 1640.75 ms [2021-09-30 12:06:43 main:574] : INFO : Epoch 1655 | loss: 0.0312068 | val_loss: 0.0312143 | Time: 1661.06 ms [2021-09-30 12:06:45 main:574] : INFO : Epoch 1656 | loss: 0.0312059 | val_loss: 0.0312149 | Time: 1634.98 ms [2021-09-30 12:06:46 main:574] : INFO : Epoch 1657 | loss: 0.0312053 | val_loss: 0.0312105 | Time: 1659.23 ms [2021-09-30 12:06:48 main:574] : INFO : Epoch 1658 | loss: 0.0312053 | val_loss: 0.0312099 | Time: 1657.24 ms [2021-09-30 12:06:50 main:574] : INFO : Epoch 1659 | loss: 0.0312052 | val_loss: 0.0312106 | Time: 1664.39 ms [2021-09-30 12:06:51 main:574] : INFO : Epoch 1660 | loss: 0.0312052 | val_loss: 0.0312145 | Time: 1648.22 ms [2021-09-30 12:06:53 main:574] : INFO : Epoch 1661 | loss: 0.0312059 | val_loss: 0.0312178 | Time: 1680.56 ms [2021-09-30 12:06:55 main:574] : INFO : Epoch 1662 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 1660.91 ms [2021-09-30 12:06:56 main:574] : INFO : Epoch 1663 | loss: 0.0312051 | val_loss: 0.0312108 | Time: 1674.75 ms [2021-09-30 12:06:58 main:574] : INFO : Epoch 1664 | loss: 0.0312046 | val_loss: 0.0312127 | Time: 1652.49 ms [2021-09-30 12:07:00 main:574] : INFO : Epoch 1665 | loss: 0.0312048 | val_loss: 0.0312101 | Time: 1661.54 ms [2021-09-30 12:07:01 main:574] : INFO : Epoch 1666 | loss: 0.031203 | val_loss: 0.0312108 | Time: 1647.32 ms [2021-09-30 12:07:03 main:574] : INFO : Epoch 1667 | loss: 0.031203 | val_loss: 0.0312095 | Time: 1635.24 ms [2021-09-30 12:07:05 main:574] : INFO : Epoch 1668 | loss: 0.0312028 | val_loss: 0.0312089 | Time: 1643.65 ms [2021-09-30 12:07:06 main:574] : INFO : Epoch 1669 | loss: 0.0312032 | val_loss: 0.0312095 | Time: 1647.48 ms [2021-09-30 12:07:08 main:574] : INFO : Epoch 1670 | loss: 0.0312038 | val_loss: 0.0312125 | Time: 1656.23 ms [2021-09-30 12:07:10 main:574] : INFO : Epoch 1671 | loss: 0.0312089 | val_loss: 0.0312161 | Time: 1658.49 ms [2021-09-30 12:07:11 main:574] : INFO : Epoch 1672 | loss: 0.0312061 | val_loss: 0.0312097 | Time: 1657.52 ms [2021-09-30 12:07:13 main:574] : INFO : Epoch 1673 | loss: 0.0312049 | val_loss: 0.0312102 | Time: 1665.03 ms [2021-09-30 12:07:15 main:574] : INFO : Epoch 1674 | loss: 0.0312028 | val_loss: 0.0312112 | Time: 1631.3 ms [2021-09-30 12:07:16 main:574] : INFO : Epoch 1675 | loss: 0.0312034 | val_loss: 0.0312108 | Time: 1637.55 ms [2021-09-30 12:07:18 main:574] : INFO : Epoch 1676 | loss: 0.0312032 | val_loss: 0.0312096 | Time: 1604.17 ms [2021-09-30 12:07:20 main:574] : INFO : Epoch 1677 | loss: 0.0312021 | val_loss: 0.0312105 | Time: 1630.08 ms [2021-09-30 12:07:21 main:574] : INFO : Epoch 1678 | loss: 0.0312019 | val_loss: 0.0312112 | Time: 1639.59 ms [2021-09-30 12:07:23 main:574] : INFO : Epoch 1679 | loss: 0.0312043 | val_loss: 0.031213 | Time: 1654.89 ms [2021-09-30 12:07:25 main:574] : INFO : Epoch 1680 | loss: 0.0312024 | val_loss: 0.0312088 | Time: 1645.54 ms [2021-09-30 12:07:26 main:574] : INFO : Epoch 1681 | loss: 0.0312015 | val_loss: 0.0312096 | Time: 1681.77 ms [2021-09-30 12:07:28 main:574] : INFO : Epoch 1682 | loss: 0.0312033 | val_loss: 0.031209 | Time: 1733.62 ms [2021-09-30 12:07:30 main:574] : INFO : Epoch 1683 | loss: 0.0312012 | val_loss: 0.0312097 | Time: 1661.95 ms [2021-09-30 12:07:31 main:574] : INFO : Epoch 1684 | loss: 0.0312012 | val_loss: 0.0312138 | Time: 1654.36 ms [2021-09-30 12:07:33 main:574] : INFO : Epoch 1685 | loss: 0.0312016 | val_loss: 0.0312094 | Time: 1666.65 ms [2021-09-30 12:07:35 main:574] : INFO : Epoch 1686 | loss: 0.0312021 | val_loss: 0.0312088 | Time: 1647.62 ms [2021-09-30 12:07:36 main:574] : INFO : Epoch 1687 | loss: 0.0312006 | val_loss: 0.031209 | Time: 1679.23 ms [2021-09-30 12:07:38 main:574] : INFO : Epoch 1688 | loss: 0.0312016 | val_loss: 0.031209 | Time: 1647.9 ms [2021-09-30 12:07:40 main:574] : INFO : Epoch 1689 | loss: 0.031203 | val_loss: 0.0312112 | Time: 1670.82 ms [2021-09-30 12:07:41 main:574] : INFO : Epoch 1690 | loss: 0.031203 | val_loss: 0.0312101 | Time: 1662.9 ms [2021-09-30 12:07:43 main:574] : INFO : Epoch 1691 | loss: 0.0312007 | val_loss: 0.0312099 | Time: 1638.68 ms [2021-09-30 12:07:45 main:574] : INFO : Epoch 1692 | loss: 0.0312015 | val_loss: 0.0312083 | Time: 1673.56 ms [2021-09-30 12:07:46 main:574] : INFO : Epoch 1693 | loss: 0.0312009 | val_loss: 0.0312082 | Time: 1684.72 ms [2021-09-30 12:07:48 main:574] : INFO : Epoch 1694 | loss: 0.0312006 | val_loss: 0.0312094 | Time: 1668.74 ms [2021-09-30 12:07:50 main:574] : INFO : Epoch 1695 | loss: 0.031201 | val_loss: 0.0312117 | Time: 1640.16 ms [2021-09-30 12:07:51 main:574] : INFO : Epoch 1696 | loss: 0.0312095 | val_loss: 0.0312134 | Time: 1640.02 ms [2021-09-30 12:07:53 main:574] : INFO : Epoch 1697 | loss: 0.0312105 | val_loss: 0.0312163 | Time: 1653.92 ms [2021-09-30 12:07:55 main:574] : INFO : Epoch 1698 | loss: 0.0312037 | val_loss: 0.0312122 | Time: 1646.13 ms [2021-09-30 12:07:56 main:574] : INFO : Epoch 1699 | loss: 0.0312017 | val_loss: 0.031209 | Time: 1686.95 ms [2021-09-30 12:07:58 main:574] : INFO : Epoch 1700 | loss: 0.031201 | val_loss: 0.03121 | Time: 1704.14 ms [2021-09-30 12:08:00 main:574] : INFO : Epoch 1701 | loss: 0.0312011 | val_loss: 0.0312092 | Time: 1708.24 ms [2021-09-30 12:08:01 main:574] : INFO : Epoch 1702 | loss: 0.0312006 | val_loss: 0.0312094 | Time: 1717.65 ms [2021-09-30 12:08:03 main:574] : INFO : Epoch 1703 | loss: 0.0312005 | val_loss: 0.0312095 | Time: 1707.77 ms [2021-09-30 12:08:05 main:574] : INFO : Epoch 1704 | loss: 0.0312001 | val_loss: 0.031209 | Time: 1670.47 ms [2021-09-30 12:08:07 main:574] : INFO : Epoch 1705 | loss: 0.0312013 | val_loss: 0.0312116 | Time: 1653.5 ms [2021-09-30 12:08:08 main:574] : INFO : Epoch 1706 | loss: 0.0312014 | val_loss: 0.0312117 | Time: 1628.61 ms [2021-09-30 12:08:10 main:574] : INFO : Epoch 1707 | loss: 0.0312028 | val_loss: 0.0312142 | Time: 1600.71 ms [2021-09-30 12:08:11 main:574] : INFO : Epoch 1708 | loss: 0.0312019 | val_loss: 0.0312089 | Time: 1649.43 ms [2021-09-30 12:08:13 main:574] : INFO : Epoch 1709 | loss: 0.0312014 | val_loss: 0.0312096 | Time: 1637.88 ms [2021-09-30 12:08:15 main:574] : INFO : Epoch 1710 | loss: 0.0312012 | val_loss: 0.0312095 | Time: 1645.93 ms [2021-09-30 12:08:16 main:574] : INFO : Epoch 1711 | loss: 0.0312009 | val_loss: 0.0312089 | Time: 1662.7 ms [2021-09-30 12:08:18 main:574] : INFO : Epoch 1712 | loss: 0.0312008 | val_loss: 0.031211 | Time: 1648.34 ms [2021-09-30 12:08:20 main:574] : INFO : Epoch 1713 | loss: 0.0312006 | val_loss: 0.0312087 | Time: 1670.41 ms [2021-09-30 12:08:21 main:574] : INFO : Epoch 1714 | loss: 0.0312025 | val_loss: 0.0312158 | Time: 1653.1 ms [2021-09-30 12:08:23 main:574] : INFO : Epoch 1715 | loss: 0.0312023 | val_loss: 0.0312167 | Time: 1615.62 ms [2021-09-30 12:08:25 main:574] : INFO : Epoch 1716 | loss: 0.031202 | val_loss: 0.031212 | Time: 1632.38 ms [2021-09-30 12:08:26 main:574] : INFO : Epoch 1717 | loss: 0.0312009 | val_loss: 0.0312095 | Time: 1675.31 ms [2021-09-30 12:08:28 main:574] : INFO : Epoch 1718 | loss: 0.0312009 | val_loss: 0.0312094 | Time: 1647.99 ms [2021-09-30 12:08:30 main:574] : INFO : Epoch 1719 | loss: 0.0312019 | val_loss: 0.0312084 | Time: 1655.18 ms [2021-09-30 12:08:31 main:574] : INFO : Epoch 1720 | loss: 0.0312 | val_loss: 0.0312086 | Time: 1644.8 ms [2021-09-30 12:08:33 main:574] : INFO : Epoch 1721 | loss: 0.0311997 | val_loss: 0.0312091 | Time: 1666.07 ms [2021-09-30 12:08:35 main:574] : INFO : Epoch 1722 | loss: 0.0311995 | val_loss: 0.0312093 | Time: 1641.57 ms [2021-09-30 12:08:36 main:574] : INFO : Epoch 1723 | loss: 0.0311999 | val_loss: 0.0312099 | Time: 1644.58 ms [2021-09-30 12:08:38 main:574] : INFO : Epoch 1724 | loss: 0.0312004 | val_loss: 0.0312083 | Time: 1663.53 ms [2021-09-30 12:08:40 main:574] : INFO : Epoch 1725 | loss: 0.0312 | val_loss: 0.031209 | Time: 1688.52 ms [2021-09-30 12:08:41 main:574] : INFO : Epoch 1726 | loss: 0.0312008 | val_loss: 0.0312106 | Time: 1694.16 ms [2021-09-30 12:08:43 main:574] : INFO : Epoch 1727 | loss: 0.0311999 | val_loss: 0.031211 | Time: 1668 ms [2021-09-30 12:08:45 main:574] : INFO : Epoch 1728 | loss: 0.031201 | val_loss: 0.0312095 | Time: 1654.36 ms [2021-09-30 12:08:46 main:574] : INFO : Epoch 1729 | loss: 0.0312002 | val_loss: 0.0312087 | Time: 1654.3 ms [2021-09-30 12:08:48 main:574] : INFO : Epoch 1730 | loss: 0.0311995 | val_loss: 0.0312081 | Time: 1666.09 ms [2021-09-30 12:08:50 main:574] : INFO : Epoch 1731 | loss: 0.0311996 | val_loss: 0.0312082 | Time: 1655.62 ms [2021-09-30 12:08:51 main:574] : INFO : Epoch 1732 | loss: 0.0311995 | val_loss: 0.0312085 | Time: 1659.86 ms [2021-09-30 12:08:53 main:574] : INFO : Epoch 1733 | loss: 0.0311994 | val_loss: 0.031209 | Time: 1647.96 ms [2021-09-30 12:08:55 main:574] : INFO : Epoch 1734 | loss: 0.0311998 | val_loss: 0.0312098 | Time: 1683.85 ms [2021-09-30 12:08:56 main:574] : INFO : Epoch 1735 | loss: 0.0312001 | val_loss: 0.0312121 | Time: 1659.25 ms [2021-09-30 12:08:58 main:574] : INFO : Epoch 1736 | loss: 0.031201 | val_loss: 0.03121 | Time: 1653.34 ms [2021-09-30 12:09:00 main:574] : INFO : Epoch 1737 | loss: 0.0311999 | val_loss: 0.0312094 | Time: 1626.27 ms [2021-09-30 12:09:01 main:574] : INFO : Epoch 1738 | loss: 0.0311997 | val_loss: 0.0312084 | Time: 1636.06 ms [2021-09-30 12:09:03 main:574] : INFO : Epoch 1739 | loss: 0.0312004 | val_loss: 0.0312168 | Time: 1639.09 ms [2021-09-30 12:09:05 main:574] : INFO : Epoch 1740 | loss: 0.031202 | val_loss: 0.0312081 | Time: 1659.15 ms [2021-09-30 12:09:06 main:574] : INFO : Epoch 1741 | loss: 0.0311997 | val_loss: 0.0312091 | Time: 1640.63 ms [2021-09-30 12:09:08 main:574] : INFO : Epoch 1742 | loss: 0.0312002 | val_loss: 0.0312084 | Time: 1654.9 ms [2021-09-30 12:09:10 main:574] : INFO : Epoch 1743 | loss: 0.0312022 | val_loss: 0.0312093 | Time: 1697.02 ms [2021-09-30 12:09:11 main:574] : INFO : Epoch 1744 | loss: 0.0312049 | val_loss: 0.0312183 | Time: 1655.54 ms [2021-09-30 12:09:13 main:574] : INFO : Epoch 1745 | loss: 0.031217 | val_loss: 0.0312245 | Time: 1654.16 ms [2021-09-30 12:09:15 main:574] : INFO : Epoch 1746 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 1657.76 ms [2021-09-30 12:09:16 main:574] : INFO : Epoch 1747 | loss: 0.0312058 | val_loss: 0.0312113 | Time: 1667.15 ms [2021-09-30 12:09:18 main:574] : INFO : Epoch 1748 | loss: 0.0312048 | val_loss: 0.0312149 | Time: 1651.05 ms [2021-09-30 12:09:20 main:574] : INFO : Epoch 1749 | loss: 0.0312044 | val_loss: 0.0312131 | Time: 1652.09 ms [2021-09-30 12:09:21 main:574] : INFO : Epoch 1750 | loss: 0.0312049 | val_loss: 0.0312082 | Time: 1664.96 ms [2021-09-30 12:09:23 main:574] : INFO : Epoch 1751 | loss: 0.031202 | val_loss: 0.0312101 | Time: 1644.17 ms [2021-09-30 12:09:25 main:574] : INFO : Epoch 1752 | loss: 0.0312074 | val_loss: 0.0312123 | Time: 1660.26 ms [2021-09-30 12:09:26 main:574] : INFO : Epoch 1753 | loss: 0.0312061 | val_loss: 0.0312123 | Time: 1667.84 ms [2021-09-30 12:09:28 main:574] : INFO : Epoch 1754 | loss: 0.0312021 | val_loss: 0.0312074 | Time: 1646.31 ms [2021-09-30 12:09:30 main:574] : INFO : Epoch 1755 | loss: 0.0312001 | val_loss: 0.0312087 | Time: 1645.81 ms [2021-09-30 12:09:31 main:574] : INFO : Epoch 1756 | loss: 0.0312 | val_loss: 0.0312097 | Time: 1677.46 ms [2021-09-30 12:09:33 main:574] : INFO : Epoch 1757 | loss: 0.0312007 | val_loss: 0.0312094 | Time: 1657.91 ms [2021-09-30 12:09:35 main:574] : INFO : Epoch 1758 | loss: 0.0312012 | val_loss: 0.0312111 | Time: 1625.62 ms [2021-09-30 12:09:36 main:574] : INFO : Epoch 1759 | loss: 0.0312008 | val_loss: 0.0312081 | Time: 1650.56 ms [2021-09-30 12:09:38 main:574] : INFO : Epoch 1760 | loss: 0.0311999 | val_loss: 0.0312076 | Time: 1658.01 ms [2021-09-30 12:09:40 main:574] : INFO : Epoch 1761 | loss: 0.0312005 | val_loss: 0.0312084 | Time: 1661.32 ms [2021-09-30 12:09:41 main:574] : INFO : Epoch 1762 | loss: 0.0311998 | val_loss: 0.0312083 | Time: 1662.6 ms [2021-09-30 12:09:43 main:574] : INFO : Epoch 1763 | loss: 0.0312 | val_loss: 0.0312091 | Time: 1679.01 ms [2021-09-30 12:09:45 main:574] : INFO : Epoch 1764 | loss: 0.0312005 | val_loss: 0.0312073 | Time: 1646.99 ms [2021-09-30 12:09:46 main:574] : INFO : Epoch 1765 | loss: 0.0311996 | val_loss: 0.0312067 | Time: 1658.46 ms [2021-09-30 12:09:48 main:574] : INFO : Epoch 1766 | loss: 0.0311989 | val_loss: 0.0312072 | Time: 1671.59 ms [2021-09-30 12:09:50 main:574] : INFO : Epoch 1767 | loss: 0.0312 | val_loss: 0.0312073 | Time: 1647.23 ms [2021-09-30 12:09:51 main:574] : INFO : Epoch 1768 | loss: 0.0312056 | val_loss: 0.0312126 | Time: 1631.44 ms [2021-09-30 12:09:53 main:574] : INFO : Epoch 1769 | loss: 0.0312041 | val_loss: 0.0312256 | Time: 1643.86 ms [2021-09-30 12:09:54 main:574] : INFO : Epoch 1770 | loss: 0.031204 | val_loss: 0.0312092 | Time: 1659.24 ms [2021-09-30 12:09:56 main:574] : INFO : Epoch 1771 | loss: 0.0312009 | val_loss: 0.0312087 | Time: 1655.45 ms [2021-09-30 12:09:58 main:574] : INFO : Epoch 1772 | loss: 0.0311991 | val_loss: 0.031208 | Time: 1667.11 ms [2021-09-30 12:09:59 main:574] : INFO : Epoch 1773 | loss: 0.0311995 | val_loss: 0.0312073 | Time: 1675.59 ms [2021-09-30 12:10:01 main:574] : INFO : Epoch 1774 | loss: 0.0312004 | val_loss: 0.0312068 | Time: 1639.98 ms [2021-09-30 12:10:03 main:574] : INFO : Epoch 1775 | loss: 0.0312032 | val_loss: 0.0312109 | Time: 1649.84 ms [2021-09-30 12:10:04 main:574] : INFO : Epoch 1776 | loss: 0.0312002 | val_loss: 0.0312081 | Time: 1680.33 ms [2021-09-30 12:10:06 main:574] : INFO : Epoch 1777 | loss: 0.0312004 | val_loss: 0.0312078 | Time: 1660.79 ms [2021-09-30 12:10:08 main:574] : INFO : Epoch 1778 | loss: 0.0312006 | val_loss: 0.0312103 | Time: 1651.47 ms [2021-09-30 12:10:09 main:574] : INFO : Epoch 1779 | loss: 0.0312 | val_loss: 0.0312096 | Time: 1648.24 ms [2021-09-30 12:10:11 main:574] : INFO : Epoch 1780 | loss: 0.0312009 | val_loss: 0.0312099 | Time: 1653.48 ms [2021-09-30 12:10:13 main:574] : INFO : Epoch 1781 | loss: 0.031199 | val_loss: 0.0312076 | Time: 1646.56 ms [2021-09-30 12:10:14 main:574] : INFO : Epoch 1782 | loss: 0.0311988 | val_loss: 0.031208 | Time: 1652.67 ms [2021-09-30 12:10:16 main:574] : INFO : Epoch 1783 | loss: 0.0311988 | val_loss: 0.0312072 | Time: 1677.14 ms [2021-09-30 12:10:18 main:574] : INFO : Epoch 1784 | loss: 0.0311999 | val_loss: 0.0312092 | Time: 1661.14 ms [2021-09-30 12:10:19 main:574] : INFO : Epoch 1785 | loss: 0.0312006 | val_loss: 0.0312078 | Time: 1677.6 ms [2021-09-30 12:10:21 main:574] : INFO : Epoch 1786 | loss: 0.0311992 | val_loss: 0.0312083 | Time: 1670.62 ms [2021-09-30 12:10:23 main:574] : INFO : Epoch 1787 | loss: 0.0311992 | val_loss: 0.0312072 | Time: 1653.31 ms [2021-09-30 12:10:24 main:574] : INFO : Epoch 1788 | loss: 0.0311995 | val_loss: 0.0312074 | Time: 1651.98 ms [2021-09-30 12:10:26 main:574] : INFO : Epoch 1789 | loss: 0.0311999 | val_loss: 0.0312082 | Time: 1669.46 ms [2021-09-30 12:10:28 main:574] : INFO : Epoch 1790 | loss: 0.0312004 | val_loss: 0.0312112 | Time: 1677.15 ms [2021-09-30 12:10:29 main:574] : INFO : Epoch 1791 | loss: 0.0311997 | val_loss: 0.0312083 | Time: 1661.46 ms [2021-09-30 12:10:31 main:574] : INFO : Epoch 1792 | loss: 0.0311982 | val_loss: 0.0312067 | Time: 1645.94 ms [2021-09-30 12:10:33 main:574] : INFO : Epoch 1793 | loss: 0.0311986 | val_loss: 0.0312082 | Time: 1629.46 ms [2021-09-30 12:10:34 main:574] : INFO : Epoch 1794 | loss: 0.0311995 | val_loss: 0.0312085 | Time: 1650.59 ms [2021-09-30 12:10:36 main:574] : INFO : Epoch 1795 | loss: 0.0311991 | val_loss: 0.0312091 | Time: 1654.03 ms [2021-09-30 12:10:38 main:574] : INFO : Epoch 1796 | loss: 0.031202 | val_loss: 0.031209 | Time: 1665.51 ms [2021-09-30 12:10:39 main:574] : INFO : Epoch 1797 | loss: 0.0311998 | val_loss: 0.0312077 | Time: 1660.91 ms [2021-09-30 12:10:41 main:574] : INFO : Epoch 1798 | loss: 0.0311985 | val_loss: 0.0312074 | Time: 1656.78 ms [2021-09-30 12:10:43 main:574] : INFO : Epoch 1799 | loss: 0.0311984 | val_loss: 0.0312069 | Time: 1649.56 ms [2021-09-30 12:10:44 main:574] : INFO : Epoch 1800 | loss: 0.0311987 | val_loss: 0.0312082 | Time: 1655.11 ms [2021-09-30 12:10:46 main:574] : INFO : Epoch 1801 | loss: 0.0311997 | val_loss: 0.0312081 | Time: 1656.28 ms [2021-09-30 12:10:48 main:574] : INFO : Epoch 1802 | loss: 0.0311988 | val_loss: 0.0312076 | Time: 1656.83 ms [2021-09-30 12:10:49 main:574] : INFO : Epoch 1803 | loss: 0.0311987 | val_loss: 0.0312102 | Time: 1649.65 ms [2021-09-30 12:10:51 main:574] : INFO : Epoch 1804 | loss: 0.031199 | val_loss: 0.0312098 | Time: 1646.87 ms [2021-09-30 12:10:53 main:574] : INFO : Epoch 1805 | loss: 0.0311986 | val_loss: 0.0312091 | Time: 1661.86 ms [2021-09-30 12:10:54 main:574] : INFO : Epoch 1806 | loss: 0.0312007 | val_loss: 0.0312079 | Time: 1657.19 ms [2021-09-30 12:10:56 main:574] : INFO : Epoch 1807 | loss: 0.0311981 | val_loss: 0.0312077 | Time: 1652.65 ms [2021-09-30 12:10:58 main:574] : INFO : Epoch 1808 | loss: 0.0311999 | val_loss: 0.0312086 | Time: 1658.14 ms [2021-09-30 12:10:59 main:574] : INFO : Epoch 1809 | loss: 0.0311988 | val_loss: 0.0312082 | Time: 1681.34 ms [2021-09-30 12:11:01 main:574] : INFO : Epoch 1810 | loss: 0.0311983 | val_loss: 0.0312076 | Time: 1646.63 ms [2021-09-30 12:11:03 main:574] : INFO : Epoch 1811 | loss: 0.0311976 | val_loss: 0.0312086 | Time: 1648.64 ms [2021-09-30 12:11:04 main:574] : INFO : Epoch 1812 | loss: 0.0311974 | val_loss: 0.0312096 | Time: 1678.74 ms [2021-09-30 12:11:06 main:574] : INFO : Epoch 1813 | loss: 0.0311983 | val_loss: 0.0312088 | Time: 1675.12 ms [2021-09-30 12:11:08 main:574] : INFO : Epoch 1814 | loss: 0.0311975 | val_loss: 0.0312082 | Time: 1663.35 ms [2021-09-30 12:11:09 main:574] : INFO : Epoch 1815 | loss: 0.0311981 | val_loss: 0.0312072 | Time: 1688.67 ms [2021-09-30 12:11:11 main:574] : INFO : Epoch 1816 | loss: 0.0311978 | val_loss: 0.0312078 | Time: 1652.63 ms [2021-09-30 12:11:13 main:574] : INFO : Epoch 1817 | loss: 0.0311986 | val_loss: 0.0312087 | Time: 1654.54 ms [2021-09-30 12:11:14 main:574] : INFO : Epoch 1818 | loss: 0.031198 | val_loss: 0.031211 | Time: 1651.18 ms [2021-09-30 12:11:16 main:574] : INFO : Epoch 1819 | loss: 0.0311979 | val_loss: 0.0312076 | Time: 1655.43 ms [2021-09-30 12:11:18 main:574] : INFO : Epoch 1820 | loss: 0.0311971 | val_loss: 0.0312093 | Time: 1665.56 ms [2021-09-30 12:11:19 main:574] : INFO : Epoch 1821 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 1649.14 ms [2021-09-30 12:11:21 main:574] : INFO : Epoch 1822 | loss: 0.0311977 | val_loss: 0.0312105 | Time: 1676.03 ms [2021-09-30 12:11:23 main:574] : INFO : Epoch 1823 | loss: 0.0311984 | val_loss: 0.0312152 | Time: 1677.85 ms [2021-09-30 12:11:24 main:574] : INFO : Epoch 1824 | loss: 0.0311989 | val_loss: 0.0312089 | Time: 1637.81 ms [2021-09-30 12:11:26 main:574] : INFO : Epoch 1825 | loss: 0.0311979 | val_loss: 0.0312088 | Time: 1664.19 ms [2021-09-30 12:11:28 main:574] : INFO : Epoch 1826 | loss: 0.0311977 | val_loss: 0.0312087 | Time: 1670.28 ms [2021-09-30 12:11:29 main:574] : INFO : Epoch 1827 | loss: 0.0311973 | val_loss: 0.0312081 | Time: 1664.61 ms [2021-09-30 12:11:31 main:574] : INFO : Epoch 1828 | loss: 0.0311984 | val_loss: 0.0312098 | Time: 1688.03 ms [2021-09-30 12:11:33 main:574] : INFO : Epoch 1829 | loss: 0.0311981 | val_loss: 0.0312082 | Time: 1646.9 ms [2021-09-30 12:11:34 main:574] : INFO : Epoch 1830 | loss: 0.0312002 | val_loss: 0.0312082 | Time: 1638.22 ms [2021-09-30 12:11:36 main:574] : INFO : Epoch 1831 | loss: 0.0311996 | val_loss: 0.0312086 | Time: 1676.82 ms [2021-09-30 12:11:38 main:574] : INFO : Epoch 1832 | loss: 0.0311982 | val_loss: 0.0312094 | Time: 1656.15 ms [2021-09-30 12:11:39 main:574] : INFO : Epoch 1833 | loss: 0.0312002 | val_loss: 0.0312074 | Time: 1635.26 ms [2021-09-30 12:11:41 main:574] : INFO : Epoch 1834 | loss: 0.0311994 | val_loss: 0.0312068 | Time: 1659.24 ms [2021-09-30 12:11:43 main:574] : INFO : Epoch 1835 | loss: 0.0311988 | val_loss: 0.0312073 | Time: 1640.83 ms [2021-09-30 12:11:44 main:574] : INFO : Epoch 1836 | loss: 0.0311997 | val_loss: 0.0312091 | Time: 1678.44 ms [2021-09-30 12:11:46 main:574] : INFO : Epoch 1837 | loss: 0.0312011 | val_loss: 0.0312093 | Time: 1675.35 ms [2021-09-30 12:11:48 main:574] : INFO : Epoch 1838 | loss: 0.0311994 | val_loss: 0.0312086 | Time: 1665.41 ms [2021-09-30 12:11:49 main:574] : INFO : Epoch 1839 | loss: 0.0312004 | val_loss: 0.0312119 | Time: 1647.49 ms [2021-09-30 12:11:51 main:574] : INFO : Epoch 1840 | loss: 0.031202 | val_loss: 0.0312145 | Time: 1662.09 ms [2021-09-30 12:11:53 main:574] : INFO : Epoch 1841 | loss: 0.0312024 | val_loss: 0.0312085 | Time: 1649.47 ms [2021-09-30 12:11:54 main:574] : INFO : Epoch 1842 | loss: 0.031199 | val_loss: 0.0312119 | Time: 1654.33 ms [2021-09-30 12:11:56 main:574] : INFO : Epoch 1843 | loss: 0.0311994 | val_loss: 0.0312073 | Time: 1671.67 ms [2021-09-30 12:11:58 main:574] : INFO : Epoch 1844 | loss: 0.0311984 | val_loss: 0.0312085 | Time: 1679.02 ms [2021-09-30 12:11:59 main:574] : INFO : Epoch 1845 | loss: 0.0311979 | val_loss: 0.0312064 | Time: 1647.04 ms [2021-09-30 12:12:01 main:574] : INFO : Epoch 1846 | loss: 0.0311995 | val_loss: 0.031208 | Time: 1679.29 ms [2021-09-30 12:12:03 main:574] : INFO : Epoch 1847 | loss: 0.0311989 | val_loss: 0.0312083 | Time: 1667.58 ms [2021-09-30 12:12:04 main:574] : INFO : Epoch 1848 | loss: 0.0311984 | val_loss: 0.0312077 | Time: 1674.41 ms [2021-09-30 12:12:06 main:574] : INFO : Epoch 1849 | loss: 0.031198 | val_loss: 0.0312099 | Time: 1668.71 ms [2021-09-30 12:12:08 main:574] : INFO : Epoch 1850 | loss: 0.0311996 | val_loss: 0.0312073 | Time: 1655.53 ms [2021-09-30 12:12:09 main:574] : INFO : Epoch 1851 | loss: 0.0312002 | val_loss: 0.0312093 | Time: 1664.04 ms [2021-09-30 12:12:11 main:574] : INFO : Epoch 1852 | loss: 0.0312009 | val_loss: 0.0312084 | Time: 1650.02 ms [2021-09-30 12:12:13 main:574] : INFO : Epoch 1853 | loss: 0.0311988 | val_loss: 0.0312099 | Time: 1677 ms [2021-09-30 12:12:14 main:574] : INFO : Epoch 1854 | loss: 0.0312002 | val_loss: 0.031208 | Time: 1646.95 ms [2021-09-30 12:12:16 main:574] : INFO : Epoch 1855 | loss: 0.0312049 | val_loss: 0.0312125 | Time: 1651.87 ms [2021-09-30 12:12:18 main:574] : INFO : Epoch 1856 | loss: 0.0312066 | val_loss: 0.0312133 | Time: 1613.74 ms [2021-09-30 12:12:19 main:574] : INFO : Epoch 1857 | loss: 0.0312036 | val_loss: 0.0312104 | Time: 1675.04 ms [2021-09-30 12:12:21 main:574] : INFO : Epoch 1858 | loss: 0.0312024 | val_loss: 0.0312102 | Time: 1677.82 ms [2021-09-30 12:12:23 main:574] : INFO : Epoch 1859 | loss: 0.0312021 | val_loss: 0.0312093 | Time: 1665.81 ms [2021-09-30 12:12:24 main:574] : INFO : Epoch 1860 | loss: 0.0312017 | val_loss: 0.031209 | Time: 1658.27 ms [2021-09-30 12:12:26 main:574] : INFO : Epoch 1861 | loss: 0.031202 | val_loss: 0.0312142 | Time: 1633.16 ms [2021-09-30 12:12:28 main:574] : INFO : Epoch 1862 | loss: 0.0312111 | val_loss: 0.03121 | Time: 1646.27 ms [2021-09-30 12:12:29 main:574] : INFO : Epoch 1863 | loss: 0.0312041 | val_loss: 0.0312088 | Time: 1653.05 ms [2021-09-30 12:12:31 main:574] : INFO : Epoch 1864 | loss: 0.0312004 | val_loss: 0.0312094 | Time: 1685.98 ms [2021-09-30 12:12:33 main:574] : INFO : Epoch 1865 | loss: 0.0311996 | val_loss: 0.0312065 | Time: 1696.38 ms [2021-09-30 12:12:34 main:574] : INFO : Epoch 1866 | loss: 0.0311987 | val_loss: 0.0312066 | Time: 1694.08 ms [2021-09-30 12:12:36 main:574] : INFO : Epoch 1867 | loss: 0.0311979 | val_loss: 0.0312083 | Time: 1684.36 ms [2021-09-30 12:12:38 main:574] : INFO : Epoch 1868 | loss: 0.0311984 | val_loss: 0.0312068 | Time: 1672.44 ms [2021-09-30 12:12:40 main:574] : INFO : Epoch 1869 | loss: 0.0311979 | val_loss: 0.0312094 | Time: 1685.06 ms [2021-09-30 12:12:41 main:574] : INFO : Epoch 1870 | loss: 0.0312009 | val_loss: 0.031207 | Time: 1711.73 ms [2021-09-30 12:12:43 main:574] : INFO : Epoch 1871 | loss: 0.0312007 | val_loss: 0.0312073 | Time: 1683.2 ms [2021-09-30 12:12:45 main:574] : INFO : Epoch 1872 | loss: 0.0311981 | val_loss: 0.0312065 | Time: 1646.38 ms [2021-09-30 12:12:46 main:574] : INFO : Epoch 1873 | loss: 0.031198 | val_loss: 0.0312103 | Time: 1665.97 ms [2021-09-30 12:12:48 main:574] : INFO : Epoch 1874 | loss: 0.0311993 | val_loss: 0.0312134 | Time: 1749.21 ms [2021-09-30 12:12:50 main:574] : INFO : Epoch 1875 | loss: 0.0312015 | val_loss: 0.0312072 | Time: 1657.06 ms [2021-09-30 12:12:51 main:574] : INFO : Epoch 1876 | loss: 0.0312012 | val_loss: 0.0312108 | Time: 1670.32 ms [2021-09-30 12:12:53 main:574] : INFO : Epoch 1877 | loss: 0.0312004 | val_loss: 0.0312116 | Time: 1667.79 ms [2021-09-30 12:12:55 main:574] : INFO : Epoch 1878 | loss: 0.031199 | val_loss: 0.0312074 | Time: 1720.28 ms [2021-09-30 12:12:56 main:574] : INFO : Epoch 1879 | loss: 0.0311982 | val_loss: 0.0312064 | Time: 1701.02 ms [2021-09-30 12:12:58 main:574] : INFO : Epoch 1880 | loss: 0.031201 | val_loss: 0.0312089 | Time: 1682.71 ms [2021-09-30 12:13:00 main:574] : INFO : Epoch 1881 | loss: 0.0311993 | val_loss: 0.0312167 | Time: 1685.43 ms [2021-09-30 12:13:02 main:574] : INFO : Epoch 1882 | loss: 0.0311984 | val_loss: 0.031209 | Time: 1670.17 ms [2021-09-30 12:13:03 main:574] : INFO : Epoch 1883 | loss: 0.0311972 | val_loss: 0.0312068 | Time: 1641.78 ms [2021-09-30 12:13:05 main:574] : INFO : Epoch 1884 | loss: 0.0311977 | val_loss: 0.0312088 | Time: 1665.93 ms [2021-09-30 12:13:07 main:574] : INFO : Epoch 1885 | loss: 0.031198 | val_loss: 0.0312075 | Time: 1647.34 ms [2021-09-30 12:13:08 main:574] : INFO : Epoch 1886 | loss: 0.0311982 | val_loss: 0.0312058 | Time: 1648.83 ms [2021-09-30 12:13:10 main:574] : INFO : Epoch 1887 | loss: 0.0311967 | val_loss: 0.0312069 | Time: 1657.08 ms [2021-09-30 12:13:12 main:574] : INFO : Epoch 1888 | loss: 0.0311971 | val_loss: 0.0312088 | Time: 1676.21 ms [2021-09-30 12:13:13 main:574] : INFO : Epoch 1889 | loss: 0.0312 | val_loss: 0.0312078 | Time: 1664.48 ms [2021-09-30 12:13:15 main:574] : INFO : Epoch 1890 | loss: 0.0311999 | val_loss: 0.0312088 | Time: 1676.75 ms [2021-09-30 12:13:17 main:574] : INFO : Epoch 1891 | loss: 0.0311995 | val_loss: 0.0312074 | Time: 1666.96 ms [2021-09-30 12:13:18 main:574] : INFO : Epoch 1892 | loss: 0.0312014 | val_loss: 0.0312078 | Time: 1656.46 ms [2021-09-30 12:13:20 main:574] : INFO : Epoch 1893 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 1660.39 ms [2021-09-30 12:13:22 main:574] : INFO : Epoch 1894 | loss: 0.0311992 | val_loss: 0.0312076 | Time: 1662.89 ms [2021-09-30 12:13:23 main:574] : INFO : Epoch 1895 | loss: 0.0311986 | val_loss: 0.0312094 | Time: 1689.53 ms [2021-09-30 12:13:25 main:574] : INFO : Epoch 1896 | loss: 0.0311997 | val_loss: 0.0312076 | Time: 1644.91 ms [2021-09-30 12:13:27 main:574] : INFO : Epoch 1897 | loss: 0.0311982 | val_loss: 0.031209 | Time: 1675.84 ms [2021-09-30 12:13:28 main:574] : INFO : Epoch 1898 | loss: 0.0312017 | val_loss: 0.0312172 | Time: 1664.33 ms [2021-09-30 12:13:30 main:574] : INFO : Epoch 1899 | loss: 0.031205 | val_loss: 0.0312172 | Time: 1651.93 ms [2021-09-30 12:13:32 main:574] : INFO : Epoch 1900 | loss: 0.0312047 | val_loss: 0.0312103 | Time: 1625.07 ms [2021-09-30 12:13:33 main:574] : INFO : Epoch 1901 | loss: 0.031201 | val_loss: 0.0312073 | Time: 1668.96 ms [2021-09-30 12:13:35 main:574] : INFO : Epoch 1902 | loss: 0.0311986 | val_loss: 0.031214 | Time: 1654.8 ms [2021-09-30 12:13:37 main:574] : INFO : Epoch 1903 | loss: 0.0312006 | val_loss: 0.0312076 | Time: 1679.52 ms [2021-09-30 12:13:38 main:574] : INFO : Epoch 1904 | loss: 0.0312042 | val_loss: 0.0312072 | Time: 1658.26 ms [2021-09-30 12:13:40 main:574] : INFO : Epoch 1905 | loss: 0.0312045 | val_loss: 0.0312064 | Time: 1619.11 ms [2021-09-30 12:13:42 main:574] : INFO : Epoch 1906 | loss: 0.0312016 | val_loss: 0.0312065 | Time: 1679.76 ms [2021-09-30 12:13:43 main:574] : INFO : Epoch 1907 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 1631.88 ms [2021-09-30 12:13:45 main:574] : INFO : Epoch 1908 | loss: 0.0312012 | val_loss: 0.0312059 | Time: 1673.24 ms [2021-09-30 12:13:47 main:574] : INFO : Epoch 1909 | loss: 0.0312019 | val_loss: 0.0312112 | Time: 1680.17 ms [2021-09-30 12:13:48 main:574] : INFO : Epoch 1910 | loss: 0.0312046 | val_loss: 0.0312122 | Time: 1681.01 ms [2021-09-30 12:13:50 main:574] : INFO : Epoch 1911 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 1649.11 ms [2021-09-30 12:13:52 main:574] : INFO : Epoch 1912 | loss: 0.0312016 | val_loss: 0.0312091 | Time: 1674.29 ms [2021-09-30 12:13:53 main:574] : INFO : Epoch 1913 | loss: 0.0312024 | val_loss: 0.0312076 | Time: 1667.82 ms [2021-09-30 12:13:55 main:574] : INFO : Epoch 1914 | loss: 0.0312011 | val_loss: 0.0312066 | Time: 1668.55 ms [2021-09-30 12:13:57 main:574] : INFO : Epoch 1915 | loss: 0.0312011 | val_loss: 0.0312071 | Time: 1660.39 ms [2021-09-30 12:13:58 main:574] : INFO : Epoch 1916 | loss: 0.0312024 | val_loss: 0.0312075 | Time: 1660.85 ms [2021-09-30 12:14:00 main:574] : INFO : Epoch 1917 | loss: 0.0312035 | val_loss: 0.0312121 | Time: 1679.38 ms [2021-09-30 12:14:02 main:574] : INFO : Epoch 1918 | loss: 0.0312064 | val_loss: 0.0312145 | Time: 1673.07 ms [2021-09-30 12:14:03 main:574] : INFO : Epoch 1919 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 1668.35 ms [2021-09-30 12:14:05 main:574] : INFO : Epoch 1920 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 1664.7 ms [2021-09-30 12:14:07 main:574] : INFO : Epoch 1921 | loss: 0.0312078 | val_loss: 0.0312114 | Time: 1683.5 ms [2021-09-30 12:14:08 main:574] : INFO : Epoch 1922 | loss: 0.0312083 | val_loss: 0.0312089 | Time: 1660.14 ms [2021-09-30 12:14:10 main:574] : INFO : Epoch 1923 | loss: 0.0312077 | val_loss: 0.0312115 | Time: 1678.83 ms [2021-09-30 12:14:12 main:574] : INFO : Epoch 1924 | loss: 0.0312106 | val_loss: 0.0312114 | Time: 1625.9 ms [2021-09-30 12:14:13 main:574] : INFO : Epoch 1925 | loss: 0.0312128 | val_loss: 0.0312107 | Time: 1652.27 ms [2021-09-30 12:14:15 main:574] : INFO : Epoch 1926 | loss: 0.0312112 | val_loss: 0.0312097 | Time: 1675.09 ms [2021-09-30 12:14:17 main:574] : INFO : Epoch 1927 | loss: 0.0312111 | val_loss: 0.0312112 | Time: 1680 ms [2021-09-30 12:14:18 main:574] : INFO : Epoch 1928 | loss: 0.03121 | val_loss: 0.0312104 | Time: 1671.41 ms [2021-09-30 12:14:20 main:574] : INFO : Epoch 1929 | loss: 0.0312104 | val_loss: 0.0312071 | Time: 1695.89 ms [2021-09-30 12:14:22 main:574] : INFO : Epoch 1930 | loss: 0.0312119 | val_loss: 0.0312075 | Time: 1687.83 ms [2021-09-30 12:14:23 main:574] : INFO : Epoch 1931 | loss: 0.0312114 | val_loss: 0.0312069 | Time: 1679.23 ms [2021-09-30 12:14:25 main:574] : INFO : Epoch 1932 | loss: 0.0312088 | val_loss: 0.0312063 | Time: 1652.01 ms [2021-09-30 12:14:27 main:574] : INFO : Epoch 1933 | loss: 0.0312084 | val_loss: 0.0312082 | Time: 1694.66 ms [2021-09-30 12:14:28 main:574] : INFO : Epoch 1934 | loss: 0.0312111 | val_loss: 0.0312101 | Time: 1700.73 ms [2021-09-30 12:14:30 main:574] : INFO : Epoch 1935 | loss: 0.0312117 | val_loss: 0.0312108 | Time: 1644.21 ms [2021-09-30 12:14:32 main:574] : INFO : Epoch 1936 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 1651.32 ms [2021-09-30 12:14:33 main:574] : INFO : Epoch 1937 | loss: 0.0312093 | val_loss: 0.0312087 | Time: 1648.56 ms [2021-09-30 12:14:35 main:574] : INFO : Epoch 1938 | loss: 0.0312088 | val_loss: 0.0312112 | Time: 1635.71 ms [2021-09-30 12:14:37 main:574] : INFO : Epoch 1939 | loss: 0.03121 | val_loss: 0.0312086 | Time: 1665.65 ms [2021-09-30 12:14:38 main:574] : INFO : Epoch 1940 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 1637.41 ms [2021-09-30 12:14:40 main:574] : INFO : Epoch 1941 | loss: 0.0312156 | val_loss: 0.0312177 | Time: 1665.01 ms [2021-09-30 12:14:42 main:574] : INFO : Epoch 1942 | loss: 0.0312141 | val_loss: 0.0312172 | Time: 1646.9 ms [2021-09-30 12:14:43 main:574] : INFO : Epoch 1943 | loss: 0.0312187 | val_loss: 0.0312215 | Time: 1650.86 ms [2021-09-30 12:14:45 main:574] : INFO : Epoch 1944 | loss: 0.031216 | val_loss: 0.0312186 | Time: 1653.71 ms [2021-09-30 12:14:47 main:574] : INFO : Epoch 1945 | loss: 0.0315742 | val_loss: 0.0320746 | Time: 1654.38 ms [2021-09-30 12:14:48 main:574] : INFO : Epoch 1946 | loss: 0.0322521 | val_loss: 0.031553 | Time: 1655.23 ms [2021-09-30 12:14:50 main:574] : INFO : Epoch 1947 | loss: 0.031352 | val_loss: 0.0312862 | Time: 1647.15 ms [2021-09-30 12:14:52 main:574] : INFO : Epoch 1948 | loss: 0.0312446 | val_loss: 0.0312262 | Time: 1640.33 ms [2021-09-30 12:14:53 main:574] : INFO : Epoch 1949 | loss: 0.0312196 | val_loss: 0.0312179 | Time: 1662.69 ms [2021-09-30 12:14:55 main:574] : INFO : Epoch 1950 | loss: 0.0312141 | val_loss: 0.0312156 | Time: 1671.81 ms [2021-09-30 12:14:57 main:574] : INFO : Epoch 1951 | loss: 0.0312131 | val_loss: 0.0312164 | Time: 1682.27 ms [2021-09-30 12:14:58 main:574] : INFO : Epoch 1952 | loss: 0.031213 | val_loss: 0.0312152 | Time: 1654.86 ms [2021-09-30 12:15:00 main:574] : INFO : Epoch 1953 | loss: 0.0312142 | val_loss: 0.0312146 | Time: 1665.97 ms [2021-09-30 12:15:02 main:574] : INFO : Epoch 1954 | loss: 0.0312115 | val_loss: 0.0312147 | Time: 1679.41 ms [2021-09-30 12:15:03 main:574] : INFO : Epoch 1955 | loss: 0.0312111 | val_loss: 0.0312184 | Time: 1641.8 ms [2021-09-30 12:15:05 main:574] : INFO : Epoch 1956 | loss: 0.0312112 | val_loss: 0.031214 | Time: 1634.94 ms [2021-09-30 12:15:07 main:574] : INFO : Epoch 1957 | loss: 0.0312117 | val_loss: 0.0312189 | Time: 1641.87 ms [2021-09-30 12:15:08 main:574] : INFO : Epoch 1958 | loss: 0.0312119 | val_loss: 0.031214 | Time: 1656.51 ms [2021-09-30 12:15:10 main:574] : INFO : Epoch 1959 | loss: 0.0312123 | val_loss: 0.0312141 | Time: 1646.6 ms [2021-09-30 12:15:12 main:574] : INFO : Epoch 1960 | loss: 0.0312102 | val_loss: 0.0312179 | Time: 1655.78 ms [2021-09-30 12:15:13 main:574] : INFO : Epoch 1961 | loss: 0.031212 | val_loss: 0.0312138 | Time: 1680.72 ms [2021-09-30 12:15:15 main:574] : INFO : Epoch 1962 | loss: 0.0312093 | val_loss: 0.0312146 | Time: 1677.07 ms [2021-09-30 12:15:17 main:574] : INFO : Epoch 1963 | loss: 0.0312093 | val_loss: 0.0312165 | Time: 1647.1 ms [2021-09-30 12:15:18 main:574] : INFO : Epoch 1964 | loss: 0.0312093 | val_loss: 0.0312178 | Time: 1679.35 ms [2021-09-30 12:15:20 main:574] : INFO : Epoch 1965 | loss: 0.0312117 | val_loss: 0.031217 | Time: 1646.45 ms [2021-09-30 12:15:22 main:574] : INFO : Epoch 1966 | loss: 0.0312089 | val_loss: 0.0312155 | Time: 1634.02 ms [2021-09-30 12:15:23 main:574] : INFO : Epoch 1967 | loss: 0.0312084 | val_loss: 0.0312132 | Time: 1673.99 ms [2021-09-30 12:15:25 main:574] : INFO : Epoch 1968 | loss: 0.0312073 | val_loss: 0.0312148 | Time: 1671.95 ms [2021-09-30 12:15:27 main:574] : INFO : Epoch 1969 | loss: 0.0312086 | val_loss: 0.0312144 | Time: 1758.68 ms [2021-09-30 12:15:29 main:574] : INFO : Epoch 1970 | loss: 0.0312092 | val_loss: 0.0312146 | Time: 1763.05 ms [2021-09-30 12:15:30 main:574] : INFO : Epoch 1971 | loss: 0.0312076 | val_loss: 0.031214 | Time: 1664.71 ms [2021-09-30 12:15:32 main:574] : INFO : Epoch 1972 | loss: 0.0312081 | val_loss: 0.031217 | Time: 1672.95 ms [2021-09-30 12:15:34 main:574] : INFO : Epoch 1973 | loss: 0.0312083 | val_loss: 0.0312169 | Time: 1689.75 ms [2021-09-30 12:15:35 main:574] : INFO : Epoch 1974 | loss: 0.0312079 | val_loss: 0.0312156 | Time: 1673.41 ms [2021-09-30 12:15:37 main:574] : INFO : Epoch 1975 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 1657.07 ms [2021-09-30 12:15:39 main:574] : INFO : Epoch 1976 | loss: 0.0312073 | val_loss: 0.0312164 | Time: 1637.14 ms [2021-09-30 12:15:40 main:574] : INFO : Epoch 1977 | loss: 0.0312073 | val_loss: 0.0312132 | Time: 1655.42 ms [2021-09-30 12:15:42 main:574] : INFO : Epoch 1978 | loss: 0.0312072 | val_loss: 0.0312136 | Time: 1649.32 ms [2021-09-30 12:15:44 main:574] : INFO : Epoch 1979 | loss: 0.0312073 | val_loss: 0.0312131 | Time: 1648.21 ms [2021-09-30 12:15:45 main:574] : INFO : Epoch 1980 | loss: 0.0312063 | val_loss: 0.0312126 | Time: 1649.9 ms [2021-09-30 12:15:47 main:574] : INFO : Epoch 1981 | loss: 0.0312063 | val_loss: 0.0312133 | Time: 1655.66 ms [2021-09-30 12:15:49 main:574] : INFO : Epoch 1982 | loss: 0.0312059 | val_loss: 0.0312124 | Time: 1662.57 ms [2021-09-30 12:15:50 main:574] : INFO : Epoch 1983 | loss: 0.0312065 | val_loss: 0.0312125 | Time: 1663.04 ms [2021-09-30 12:15:52 main:574] : INFO : Epoch 1984 | loss: 0.0312066 | val_loss: 0.0312172 | Time: 1662.61 ms [2021-09-30 12:15:54 main:574] : INFO : Epoch 1985 | loss: 0.0312065 | val_loss: 0.0312152 | Time: 1657.53 ms [2021-09-30 12:15:55 main:574] : INFO : Epoch 1986 | loss: 0.0312082 | val_loss: 0.0312131 | Time: 1662.02 ms [2021-09-30 12:15:57 main:574] : INFO : Epoch 1987 | loss: 0.0312067 | val_loss: 0.0312128 | Time: 1664.15 ms [2021-09-30 12:15:59 main:574] : INFO : Epoch 1988 | loss: 0.0312056 | val_loss: 0.0312127 | Time: 1663.24 ms [2021-09-30 12:16:00 main:574] : INFO : Epoch 1989 | loss: 0.0312055 | val_loss: 0.0312127 | Time: 1640.5 ms [2021-09-30 12:16:02 main:574] : INFO : Epoch 1990 | loss: 0.0312053 | val_loss: 0.0312126 | Time: 1644.24 ms [2021-09-30 12:16:04 main:574] : INFO : Epoch 1991 | loss: 0.0312059 | val_loss: 0.0312124 | Time: 1667.51 ms [2021-09-30 12:16:05 main:574] : INFO : Epoch 1992 | loss: 0.0312057 | val_loss: 0.0312141 | Time: 1661.25 ms [2021-09-30 12:16:07 main:574] : INFO : Epoch 1993 | loss: 0.0312059 | val_loss: 0.0312135 | Time: 1648.54 ms [2021-09-30 12:16:09 main:574] : INFO : Epoch 1994 | loss: 0.0312052 | val_loss: 0.0312135 | Time: 1664.44 ms [2021-09-30 12:16:10 main:574] : INFO : Epoch 1995 | loss: 0.0312067 | val_loss: 0.031213 | Time: 1658.99 ms [2021-09-30 12:16:12 main:574] : INFO : Epoch 1996 | loss: 0.0312059 | val_loss: 0.0312124 | Time: 1673.47 ms [2021-09-30 12:16:14 main:574] : INFO : Epoch 1997 | loss: 0.0312053 | val_loss: 0.0312138 | Time: 1653.09 ms [2021-09-30 12:16:15 main:574] : INFO : Epoch 1998 | loss: 0.0312058 | val_loss: 0.031216 | Time: 1620.49 ms [2021-09-30 12:16:17 main:574] : INFO : Epoch 1999 | loss: 0.0312061 | val_loss: 0.0312138 | Time: 1651.65 ms [2021-09-30 12:16:18 main:574] : INFO : Epoch 2000 | loss: 0.0312058 | val_loss: 0.0312126 | Time: 1639.03 ms [2021-09-30 12:16:20 main:574] : INFO : Epoch 2001 | loss: 0.0312051 | val_loss: 0.0312131 | Time: 1644.15 ms [2021-09-30 12:16:22 main:574] : INFO : Epoch 2002 | loss: 0.0312077 | val_loss: 0.0312156 | Time: 1667.18 ms [2021-09-30 12:16:23 main:574] : INFO : Epoch 2003 | loss: 0.0312077 | val_loss: 0.0312141 | Time: 1657.5 ms [2021-09-30 12:16:25 main:574] : INFO : Epoch 2004 | loss: 0.0312082 | val_loss: 0.0312122 | Time: 1671.95 ms [2021-09-30 12:16:27 main:574] : INFO : Epoch 2005 | loss: 0.0312087 | val_loss: 0.0312132 | Time: 1674.57 ms [2021-09-30 12:16:28 main:574] : INFO : Epoch 2006 | loss: 0.0312092 | val_loss: 0.0312139 | Time: 1663.69 ms [2021-09-30 12:16:30 main:574] : INFO : Epoch 2007 | loss: 0.0312092 | val_loss: 0.0312126 | Time: 1673.99 ms [2021-09-30 12:16:32 main:574] : INFO : Epoch 2008 | loss: 0.031208 | val_loss: 0.0312134 | Time: 1642.93 ms [2021-09-30 12:16:33 main:574] : INFO : Epoch 2009 | loss: 0.0312093 | val_loss: 0.0312121 | Time: 1626.41 ms [2021-09-30 12:16:35 main:574] : INFO : Epoch 2010 | loss: 0.0312071 | val_loss: 0.0312124 | Time: 1639.45 ms [2021-09-30 12:16:37 main:574] : INFO : Epoch 2011 | loss: 0.0312068 | val_loss: 0.0312121 | Time: 1657.04 ms [2021-09-30 12:16:38 main:574] : INFO : Epoch 2012 | loss: 0.0312068 | val_loss: 0.0312115 | Time: 1702.95 ms [2021-09-30 12:16:40 main:574] : INFO : Epoch 2013 | loss: 0.0312079 | val_loss: 0.0312122 | Time: 1681.68 ms [2021-09-30 12:16:42 main:574] : INFO : Epoch 2014 | loss: 0.0312097 | val_loss: 0.0312138 | Time: 1720.29 ms [2021-09-30 12:16:44 main:574] : INFO : Epoch 2015 | loss: 0.03121 | val_loss: 0.0312119 | Time: 1637.32 ms [2021-09-30 12:16:45 main:574] : INFO : Epoch 2016 | loss: 0.0312085 | val_loss: 0.0312131 | Time: 1737.6 ms [2021-09-30 12:16:47 main:574] : INFO : Epoch 2017 | loss: 0.0312077 | val_loss: 0.031211 | Time: 1820.32 ms [2021-09-30 12:16:49 main:574] : INFO : Epoch 2018 | loss: 0.031207 | val_loss: 0.0312122 | Time: 1655.52 ms [2021-09-30 12:16:50 main:574] : INFO : Epoch 2019 | loss: 0.0312068 | val_loss: 0.0312112 | Time: 1699.87 ms [2021-09-30 12:16:52 main:574] : INFO : Epoch 2020 | loss: 0.031207 | val_loss: 0.0312115 | Time: 1654.17 ms [2021-09-30 12:16:54 main:574] : INFO : Epoch 2021 | loss: 0.0312062 | val_loss: 0.0312122 | Time: 1652.16 ms [2021-09-30 12:16:55 main:574] : INFO : Epoch 2022 | loss: 0.0312065 | val_loss: 0.0312116 | Time: 1664.29 ms [2021-09-30 12:16:57 main:574] : INFO : Epoch 2023 | loss: 0.0312081 | val_loss: 0.0312149 | Time: 1642.77 ms [2021-09-30 12:16:59 main:574] : INFO : Epoch 2024 | loss: 0.031207 | val_loss: 0.0312116 | Time: 1653.7 ms [2021-09-30 12:17:00 main:574] : INFO : Epoch 2025 | loss: 0.031207 | val_loss: 0.031212 | Time: 1670.58 ms [2021-09-30 12:17:02 main:574] : INFO : Epoch 2026 | loss: 0.0312064 | val_loss: 0.0312126 | Time: 1625.66 ms [2021-09-30 12:17:04 main:574] : INFO : Epoch 2027 | loss: 0.0312066 | val_loss: 0.031212 | Time: 1633.69 ms [2021-09-30 12:17:05 main:574] : INFO : Epoch 2028 | loss: 0.0312083 | val_loss: 0.0312116 | Time: 1635.48 ms [2021-09-30 12:17:07 main:574] : INFO : Epoch 2029 | loss: 0.0312073 | val_loss: 0.0312124 | Time: 1654.26 ms [2021-09-30 12:17:09 main:574] : INFO : Epoch 2030 | loss: 0.0312061 | val_loss: 0.0312122 | Time: 1669.37 ms [2021-09-30 12:17:10 main:574] : INFO : Epoch 2031 | loss: 0.0312061 | val_loss: 0.0312117 | Time: 1635 ms [2021-09-30 12:17:12 main:574] : INFO : Epoch 2032 | loss: 0.0312063 | val_loss: 0.0312107 | Time: 1656.78 ms [2021-09-30 12:17:14 main:574] : INFO : Epoch 2033 | loss: 0.0312053 | val_loss: 0.0312108 | Time: 1654.46 ms [2021-09-30 12:17:15 main:574] : INFO : Epoch 2034 | loss: 0.0312054 | val_loss: 0.0312134 | Time: 1640.31 ms [2021-09-30 12:17:17 main:574] : INFO : Epoch 2035 | loss: 0.0312058 | val_loss: 0.0312108 | Time: 1844.73 ms [2021-09-30 12:17:19 main:574] : INFO : Epoch 2036 | loss: 0.0312047 | val_loss: 0.0312115 | Time: 2146.32 ms [2021-09-30 12:17:21 main:574] : INFO : Epoch 2037 | loss: 0.0312054 | val_loss: 0.0312128 | Time: 1800.44 ms [2021-09-30 12:17:23 main:574] : INFO : Epoch 2038 | loss: 0.0312056 | val_loss: 0.0312104 | Time: 1662.97 ms [2021-09-30 12:17:24 main:574] : INFO : Epoch 2039 | loss: 0.0312056 | val_loss: 0.0312112 | Time: 1652.48 ms [2021-09-30 12:17:26 main:574] : INFO : Epoch 2040 | loss: 0.0312064 | val_loss: 0.0312138 | Time: 1661.64 ms [2021-09-30 12:17:28 main:574] : INFO : Epoch 2041 | loss: 0.0312064 | val_loss: 0.0312112 | Time: 1628.76 ms [2021-09-30 12:17:29 main:574] : INFO : Epoch 2042 | loss: 0.0312054 | val_loss: 0.0312111 | Time: 1615.94 ms [2021-09-30 12:17:31 main:574] : INFO : Epoch 2043 | loss: 0.0312052 | val_loss: 0.031212 | Time: 1659.14 ms [2021-09-30 12:17:33 main:574] : INFO : Epoch 2044 | loss: 0.0312056 | val_loss: 0.0312112 | Time: 1659.15 ms [2021-09-30 12:17:34 main:574] : INFO : Epoch 2045 | loss: 0.0312054 | val_loss: 0.0312104 | Time: 1740.22 ms [2021-09-30 12:17:36 main:574] : INFO : Epoch 2046 | loss: 0.0312049 | val_loss: 0.031212 | Time: 1650.28 ms [2021-09-30 12:17:38 main:574] : INFO : Epoch 2047 | loss: 0.0312051 | val_loss: 0.0312125 | Time: 1639.54 ms [2021-09-30 12:17:39 main:574] : INFO : Epoch 2048 | loss: 0.0312054 | val_loss: 0.0312111 | Time: 1643.9 ms [2021-09-30 12:17:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312111 [2021-09-30 12:17:39 main:603] : INFO : Saving end state to config to file [2021-09-30 12:17:39 main:608] : INFO : Success, exiting.. 12:17:39 (7720): 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)