Task 5249759
| Name | ParityModified-1619236745-32023-1_1 |
| Workunit | 3109848 |
| Created | 29 May 2021, 3:17:45 UTC |
| Sent | 29 May 2021, 4:43:10 UTC |
| Report deadline | 5 Jun 2021, 4:43:10 UTC |
| Received | 29 May 2021, 18:41:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 56 min 53 sec |
| CPU time | 56 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 7:19 main:581] : INFO : Epoch 1538 | loss: 0.0312296 | val_loss: 0.0312314 | Time: 1669.76 ms [2021-05-29 14:27:21 main:581] : INFO : Epoch 1539 | loss: 0.0312295 | val_loss: 0.0312308 | Time: 1667.06 ms [2021-05-29 14:27:22 main:581] : INFO : Epoch 1540 | loss: 0.0312285 | val_loss: 0.0312294 | Time: 1669.96 ms [2021-05-29 14:27:24 main:581] : INFO : Epoch 1541 | loss: 0.0312278 | val_loss: 0.0312289 | Time: 1666.03 ms [2021-05-29 14:27:26 main:581] : INFO : Epoch 1542 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 1667.69 ms [2021-05-29 14:27:27 main:581] : INFO : Epoch 1543 | loss: 0.0312268 | val_loss: 0.0312276 | Time: 1672.56 ms [2021-05-29 14:27:29 main:581] : INFO : Epoch 1544 | loss: 0.0312261 | val_loss: 0.0312272 | Time: 1671.02 ms [2021-05-29 14:27:31 main:581] : INFO : Epoch 1545 | loss: 0.0312257 | val_loss: 0.0312266 | Time: 1665.16 ms [2021-05-29 14:27:32 main:581] : INFO : Epoch 1546 | loss: 0.0312257 | val_loss: 0.0312266 | Time: 1672.51 ms [2021-05-29 14:27:34 main:581] : INFO : Epoch 1547 | loss: 0.0312251 | val_loss: 0.0312256 | Time: 1676.15 ms [2021-05-29 14:27:36 main:581] : INFO : Epoch 1548 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 1669.68 ms [2021-05-29 14:27:37 main:581] : INFO : Epoch 1549 | loss: 0.0312237 | val_loss: 0.0312245 | Time: 1669.74 ms [2021-05-29 14:27:39 main:581] : INFO : Epoch 1550 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 1674.3 ms [2021-05-29 14:27:41 main:581] : INFO : Epoch 1551 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 1665.18 ms [2021-05-29 14:27:42 main:581] : INFO : Epoch 1552 | loss: 0.0312225 | val_loss: 0.0312232 | Time: 1669.78 ms [2021-05-29 14:27:44 main:581] : INFO : Epoch 1553 | loss: 0.0312219 | val_loss: 0.0312225 | Time: 1671.6 ms [2021-05-29 14:27:46 main:581] : INFO : Epoch 1554 | loss: 0.0312218 | val_loss: 0.0312216 | Time: 1663.6 ms [2021-05-29 14:27:47 main:581] : INFO : Epoch 1555 | loss: 0.0312212 | val_loss: 0.0312233 | Time: 1666.49 ms [2021-05-29 14:27:49 main:581] : INFO : Epoch 1556 | loss: 0.0312206 | val_loss: 0.0312209 | Time: 1672.7 ms [2021-05-29 14:27:51 main:581] : INFO : Epoch 1557 | loss: 0.0312208 | val_loss: 0.0312211 | Time: 1664.83 ms [2021-05-29 14:27:52 main:581] : INFO : Epoch 1558 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 1673.68 ms [2021-05-29 14:27:54 main:581] : INFO : Epoch 1559 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 1671.62 ms [2021-05-29 14:27:56 main:581] : INFO : Epoch 1560 | loss: 0.0312187 | val_loss: 0.0312189 | Time: 1672.23 ms [2021-05-29 14:27:57 main:581] : INFO : Epoch 1561 | loss: 0.0312184 | val_loss: 0.0312181 | Time: 1668.83 ms [2021-05-29 14:27:59 main:581] : INFO : Epoch 1562 | loss: 0.0312186 | val_loss: 0.031219 | Time: 1669.54 ms [2021-05-29 14:28:01 main:581] : INFO : Epoch 1563 | loss: 0.0312185 | val_loss: 0.031217 | Time: 1677.53 ms [2021-05-29 14:28:02 main:581] : INFO : Epoch 1564 | loss: 0.0312176 | val_loss: 0.0312178 | Time: 1668.64 ms [2021-05-29 14:28:04 main:581] : INFO : Epoch 1565 | loss: 0.031217 | val_loss: 0.0312182 | Time: 1670.22 ms [2021-05-29 14:28:06 main:581] : INFO : Epoch 1566 | loss: 0.0312163 | val_loss: 0.0312174 | Time: 1666.33 ms [2021-05-29 14:28:07 main:581] : INFO : Epoch 1567 | loss: 0.0312159 | val_loss: 0.0312167 | Time: 1669.44 ms [2021-05-29 14:28:09 main:581] : INFO : Epoch 1568 | loss: 0.031215 | val_loss: 0.031216 | Time: 1671.77 ms [2021-05-29 14:28:11 main:581] : INFO : Epoch 1569 | loss: 0.0312145 | val_loss: 0.031216 | Time: 1670.82 ms [2021-05-29 14:28:12 main:581] : INFO : Epoch 1570 | loss: 0.0312145 | val_loss: 0.0312172 | Time: 1676.36 ms [2021-05-29 14:28:14 main:581] : INFO : Epoch 1571 | loss: 0.0312146 | val_loss: 0.031216 | Time: 1673.05 ms [2021-05-29 14:28:16 main:581] : INFO : Epoch 1572 | loss: 0.0312138 | val_loss: 0.0312169 | Time: 1668.3 ms [2021-05-29 14:28:17 main:581] : INFO : Epoch 1573 | loss: 0.0312141 | val_loss: 0.0312154 | Time: 1668.72 ms [2021-05-29 14:28:19 main:581] : INFO : Epoch 1574 | loss: 0.031214 | val_loss: 0.0312153 | Time: 1673.19 ms [2021-05-29 14:28:21 main:581] : INFO : Epoch 1575 | loss: 0.0312128 | val_loss: 0.0312158 | Time: 1672.49 ms [2021-05-29 14:28:22 main:581] : INFO : Epoch 1576 | loss: 0.0312128 | val_loss: 0.0312149 | Time: 1668.45 ms [2021-05-29 14:28:24 main:581] : INFO : Epoch 1577 | loss: 0.0312125 | val_loss: 0.0312149 | Time: 1671.35 ms [2021-05-29 14:28:26 main:581] : INFO : Epoch 1578 | loss: 0.0312121 | val_loss: 0.0312144 | Time: 1665.02 ms [2021-05-29 14:28:27 main:581] : INFO : Epoch 1579 | loss: 0.0312125 | val_loss: 0.031214 | Time: 1671.78 ms [2021-05-29 14:28:29 main:581] : INFO : Epoch 1580 | loss: 0.0312117 | val_loss: 0.0312145 | Time: 1673.52 ms [2021-05-29 14:28:31 main:581] : INFO : Epoch 1581 | loss: 0.0312111 | val_loss: 0.0312147 | Time: 1674.35 ms [2021-05-29 14:28:32 main:581] : INFO : Epoch 1582 | loss: 0.0312113 | val_loss: 0.0312133 | Time: 1672.74 ms [2021-05-29 14:28:34 main:581] : INFO : Epoch 1583 | loss: 0.0312107 | val_loss: 0.031213 | Time: 1674.45 ms [2021-05-29 14:28:36 main:581] : INFO : Epoch 1584 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 1670.75 ms [2021-05-29 14:28:37 main:581] : INFO : Epoch 1585 | loss: 0.0312112 | val_loss: 0.0312138 | Time: 1674.49 ms [2021-05-29 14:28:39 main:581] : INFO : Epoch 1586 | loss: 0.0312116 | val_loss: 0.0312137 | Time: 1677.02 ms [2021-05-29 14:28:41 main:581] : INFO : Epoch 1587 | loss: 0.03121 | val_loss: 0.031213 | Time: 1671.23 ms [2021-05-29 14:28:42 main:581] : INFO : Epoch 1588 | loss: 0.0312102 | val_loss: 0.0312147 | Time: 1676.47 ms [2021-05-29 14:28:44 main:581] : INFO : Epoch 1589 | loss: 0.0312102 | val_loss: 0.0312137 | Time: 1675.78 ms [2021-05-29 14:28:46 main:581] : INFO : Epoch 1590 | loss: 0.0312096 | val_loss: 0.0312125 | Time: 1669.67 ms [2021-05-29 14:28:47 main:581] : INFO : Epoch 1591 | loss: 0.0312095 | val_loss: 0.0312131 | Time: 1672.96 ms [2021-05-29 14:28:49 main:581] : INFO : Epoch 1592 | loss: 0.0312089 | val_loss: 0.0312125 | Time: 1672.33 ms [2021-05-29 14:28:51 main:581] : INFO : Epoch 1593 | loss: 0.0312084 | val_loss: 0.031212 | Time: 1669.16 ms [2021-05-29 14:28:52 main:581] : INFO : Epoch 1594 | loss: 0.0312079 | val_loss: 0.0312121 | Time: 1671.42 ms [2021-05-29 14:28:54 main:581] : INFO : Epoch 1595 | loss: 0.0312077 | val_loss: 0.0312123 | Time: 1667.61 ms [2021-05-29 14:28:56 main:581] : INFO : Epoch 1596 | loss: 0.0312086 | val_loss: 0.0312132 | Time: 1669.34 ms [2021-05-29 14:28:57 main:581] : INFO : Epoch 1597 | loss: 0.0312079 | val_loss: 0.0312133 | Time: 1671.96 ms [2021-05-29 14:28:59 main:581] : INFO : Epoch 1598 | loss: 0.031208 | val_loss: 0.0312126 | Time: 1667.97 ms [2021-05-29 14:29:01 main:581] : INFO : Epoch 1599 | loss: 0.0312076 | val_loss: 0.0312137 | Time: 1678.27 ms [2021-05-29 14:29:02 main:581] : INFO : Epoch 1600 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 1653.63 ms [2021-05-29 14:29:04 main:581] : INFO : Epoch 1601 | loss: 0.0312097 | val_loss: 0.031212 | Time: 1661.69 ms [2021-05-29 14:29:06 main:581] : INFO : Epoch 1602 | loss: 0.0312102 | val_loss: 0.0312102 | Time: 1666.55 ms [2021-05-29 14:29:07 main:581] : INFO : Epoch 1603 | loss: 0.0312102 | val_loss: 0.0312114 | Time: 1671.33 ms [2021-05-29 14:29:09 main:581] : INFO : Epoch 1604 | loss: 0.0312091 | val_loss: 0.0312098 | Time: 1676.33 ms [2021-05-29 14:29:11 main:581] : INFO : Epoch 1605 | loss: 0.0312079 | val_loss: 0.03121 | Time: 1662.66 ms [2021-05-29 14:29:12 main:581] : INFO : Epoch 1606 | loss: 0.0312098 | val_loss: 0.0312154 | Time: 1660.02 ms [2021-05-29 14:29:14 main:581] : INFO : Epoch 1607 | loss: 0.0312105 | val_loss: 0.0312114 | Time: 1673.99 ms [2021-05-29 14:29:16 main:581] : INFO : Epoch 1608 | loss: 0.0312099 | val_loss: 0.0312104 | Time: 1655.79 ms [2021-05-29 14:29:17 main:581] : INFO : Epoch 1609 | loss: 0.0312082 | val_loss: 0.0312087 | Time: 1659.24 ms [2021-05-29 14:29:19 main:581] : INFO : Epoch 1610 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 1661.32 ms [2021-05-29 14:29:21 main:581] : INFO : Epoch 1611 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 1665.64 ms [2021-05-29 14:29:22 main:581] : INFO : Epoch 1612 | loss: 0.0312066 | val_loss: 0.0312083 | Time: 1671.38 ms [2021-05-29 14:29:24 main:581] : INFO : Epoch 1613 | loss: 0.031207 | val_loss: 0.0312136 | Time: 1663.65 ms [2021-05-29 14:29:26 main:581] : INFO : Epoch 1614 | loss: 0.0312074 | val_loss: 0.0312078 | Time: 1666.94 ms [2021-05-29 14:29:27 main:581] : INFO : Epoch 1615 | loss: 0.0312065 | val_loss: 0.0312081 | Time: 1652.16 ms [2021-05-29 14:29:29 main:581] : INFO : Epoch 1616 | loss: 0.0312058 | val_loss: 0.0312094 | Time: 1685.88 ms [2021-05-29 14:29:31 main:581] : INFO : Epoch 1617 | loss: 0.0312066 | val_loss: 0.0312106 | Time: 1692.32 ms [2021-05-29 14:29:32 main:581] : INFO : Epoch 1618 | loss: 0.0312064 | val_loss: 0.031209 | Time: 1655.84 ms [2021-05-29 14:29:34 main:581] : INFO : Epoch 1619 | loss: 0.0312061 | val_loss: 0.0312074 | Time: 1645.54 ms [2021-05-29 14:29:36 main:581] : INFO : Epoch 1620 | loss: 0.0312063 | val_loss: 0.0312113 | Time: 1653.19 ms [2021-05-29 14:29:37 main:581] : INFO : Epoch 1621 | loss: 0.0312064 | val_loss: 0.031208 | Time: 1676.04 ms [2021-05-29 14:29:39 main:581] : INFO : Epoch 1622 | loss: 0.0312053 | val_loss: 0.031208 | Time: 1694.32 ms [2021-05-29 14:29:41 main:581] : INFO : Epoch 1623 | loss: 0.0312053 | val_loss: 0.0312075 | Time: 1657.37 ms [2021-05-29 14:29:42 main:581] : INFO : Epoch 1624 | loss: 0.0312047 | val_loss: 0.0312085 | Time: 1675.38 ms [2021-05-29 14:29:44 main:581] : INFO : Epoch 1625 | loss: 0.0312048 | val_loss: 0.0312078 | Time: 1678.74 ms [2021-05-29 14:29:46 main:581] : INFO : Epoch 1626 | loss: 0.0312076 | val_loss: 0.0312102 | Time: 1667.5 ms [2021-05-29 14:29:47 main:581] : INFO : Epoch 1627 | loss: 0.0312071 | val_loss: 0.0312082 | Time: 1657.47 ms [2021-05-29 14:29:49 main:581] : INFO : Epoch 1628 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 1663.56 ms [2021-05-29 14:29:51 main:581] : INFO : Epoch 1629 | loss: 0.0312047 | val_loss: 0.0312081 | Time: 1652.37 ms [2021-05-29 14:29:52 main:581] : INFO : Epoch 1630 | loss: 0.031205 | val_loss: 0.0312083 | Time: 1645.02 ms [2021-05-29 14:29:54 main:581] : INFO : Epoch 1631 | loss: 0.0312043 | val_loss: 0.0312088 | Time: 1635 ms [2021-05-29 14:29:56 main:581] : INFO : Epoch 1632 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 1652.38 ms [2021-05-29 14:29:57 main:581] : INFO : Epoch 1633 | loss: 0.031205 | val_loss: 0.031208 | Time: 1680.11 ms [2021-05-29 14:29:59 main:581] : INFO : Epoch 1634 | loss: 0.031204 | val_loss: 0.031209 | Time: 1655.6 ms [2021-05-29 14:30:01 main:581] : INFO : Epoch 1635 | loss: 0.0312048 | val_loss: 0.0312082 | Time: 1667.13 ms [2021-05-29 14:30:02 main:581] : INFO : Epoch 1636 | loss: 0.0312034 | val_loss: 0.0312083 | Time: 1645.03 ms [2021-05-29 14:30:04 main:581] : INFO : Epoch 1637 | loss: 0.0312034 | val_loss: 0.0312081 | Time: 1661.35 ms [2021-05-29 14:30:06 main:581] : INFO : Epoch 1638 | loss: 0.0312047 | val_loss: 0.0312094 | Time: 1653.78 ms [2021-05-29 14:30:07 main:581] : INFO : Epoch 1639 | loss: 0.0312045 | val_loss: 0.0312108 | Time: 1662.08 ms [2021-05-29 14:30:09 main:581] : INFO : Epoch 1640 | loss: 0.0312046 | val_loss: 0.0312112 | Time: 1656.75 ms [2021-05-29 14:30:11 main:581] : INFO : Epoch 1641 | loss: 0.031204 | val_loss: 0.0312089 | Time: 1644.78 ms [2021-05-29 14:30:12 main:581] : INFO : Epoch 1642 | loss: 0.031204 | val_loss: 0.0312088 | Time: 1649.03 ms [2021-05-29 14:30:14 main:581] : INFO : Epoch 1643 | loss: 0.0312055 | val_loss: 0.031208 | Time: 1651.9 ms [2021-05-29 14:30:16 main:581] : INFO : Epoch 1644 | loss: 0.031204 | val_loss: 0.03121 | Time: 1647.1 ms [2021-05-29 14:30:17 main:581] : INFO : Epoch 1645 | loss: 0.0312057 | val_loss: 0.031213 | Time: 1644.73 ms [2021-05-29 14:30:19 main:581] : INFO : Epoch 1646 | loss: 0.0312037 | val_loss: 0.03121 | Time: 1642.82 ms [2021-05-29 14:30:21 main:581] : INFO : Epoch 1647 | loss: 0.0312029 | val_loss: 0.0312086 | Time: 1645.55 ms [2021-05-29 14:30:22 main:581] : INFO : Epoch 1648 | loss: 0.0312034 | val_loss: 0.0312117 | Time: 1659.8 ms [2021-05-29 14:30:24 main:581] : INFO : Epoch 1649 | loss: 0.031203 | val_loss: 0.0312092 | Time: 1655.13 ms [2021-05-29 14:30:26 main:581] : INFO : Epoch 1650 | loss: 0.0312031 | val_loss: 0.0312072 | Time: 1653.54 ms [2021-05-29 14:30:27 main:581] : INFO : Epoch 1651 | loss: 0.0312036 | val_loss: 0.0312067 | Time: 1654.51 ms [2021-05-29 14:30:29 main:581] : INFO : Epoch 1652 | loss: 0.0312038 | val_loss: 0.0312056 | Time: 1652.13 ms [2021-05-29 14:30:30 main:581] : INFO : Epoch 1653 | loss: 0.0312027 | val_loss: 0.0312058 | Time: 1641.81 ms [2021-05-29 14:30:32 main:581] : INFO : Epoch 1654 | loss: 0.031203 | val_loss: 0.0312073 | Time: 1647.62 ms [2021-05-29 14:30:34 main:581] : INFO : Epoch 1655 | loss: 0.0312028 | val_loss: 0.0312056 | Time: 1645.66 ms [2021-05-29 14:30:35 main:581] : INFO : Epoch 1656 | loss: 0.031201 | val_loss: 0.0312096 | Time: 1644.93 ms [2021-05-29 14:30:37 main:581] : INFO : Epoch 1657 | loss: 0.0312014 | val_loss: 0.0312077 | Time: 1645.06 ms [2021-05-29 14:30:39 main:581] : INFO : Epoch 1658 | loss: 0.0312057 | val_loss: 0.0312075 | Time: 1654.67 ms [2021-05-29 14:30:40 main:581] : INFO : Epoch 1659 | loss: 0.0312067 | val_loss: 0.0312085 | Time: 1660.36 ms [2021-05-29 14:30:42 main:581] : INFO : Epoch 1660 | loss: 0.0312044 | val_loss: 0.0312084 | Time: 1657.28 ms [2021-05-29 14:30:44 main:581] : INFO : Epoch 1661 | loss: 0.0312023 | val_loss: 0.0312063 | Time: 1655.8 ms [2021-05-29 14:30:45 main:581] : INFO : Epoch 1662 | loss: 0.0312012 | val_loss: 0.0312055 | Time: 1642.04 ms [2021-05-29 14:30:47 main:581] : INFO : Epoch 1663 | loss: 0.0312015 | val_loss: 0.0312052 | Time: 1648.43 ms [2021-05-29 14:30:49 main:581] : INFO : Epoch 1664 | loss: 0.0311992 | val_loss: 0.0312064 | Time: 1648.45 ms [2021-05-29 14:30:50 main:581] : INFO : Epoch 1665 | loss: 0.0312005 | val_loss: 0.0312071 | Time: 1648.72 ms [2021-05-29 14:30:52 main:581] : INFO : Epoch 1666 | loss: 0.0312004 | val_loss: 0.0312071 | Time: 1650.44 ms [2021-05-29 14:30:54 main:581] : INFO : Epoch 1667 | loss: 0.031201 | val_loss: 0.0312078 | Time: 1645.58 ms [2021-05-29 14:30:55 main:581] : INFO : Epoch 1668 | loss: 0.0312009 | val_loss: 0.0312054 | Time: 1646.66 ms [2021-05-29 14:30:57 main:581] : INFO : Epoch 1669 | loss: 0.0312037 | val_loss: 0.031212 | Time: 1663.64 ms [2021-05-29 14:30:59 main:581] : INFO : Epoch 1670 | loss: 0.0312007 | val_loss: 0.0312052 | Time: 1654.72 ms [2021-05-29 14:31:00 main:581] : INFO : Epoch 1671 | loss: 0.0311997 | val_loss: 0.0312045 | Time: 1664.25 ms [2021-05-29 14:31:02 main:581] : INFO : Epoch 1672 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 1653.68 ms [2021-05-29 14:31:04 main:581] : INFO : Epoch 1673 | loss: 0.0312 | val_loss: 0.0312048 | Time: 1653.4 ms [2021-05-29 14:31:05 main:581] : INFO : Epoch 1674 | loss: 0.0312005 | val_loss: 0.0312063 | Time: 1645.74 ms [2021-05-29 14:31:07 main:581] : INFO : Epoch 1675 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 1648.72 ms [2021-05-29 14:31:08 main:581] : INFO : Epoch 1676 | loss: 0.0311984 | val_loss: 0.0312031 | Time: 1646.09 ms [2021-05-29 14:31:10 main:581] : INFO : Epoch 1677 | loss: 0.0311983 | val_loss: 0.031203 | Time: 1643.54 ms [2021-05-29 14:31:12 main:581] : INFO : Epoch 1678 | loss: 0.0312 | val_loss: 0.0312074 | Time: 1648.97 ms [2021-05-29 14:31:13 main:581] : INFO : Epoch 1679 | loss: 0.0312019 | val_loss: 0.031212 | Time: 1648.96 ms [2021-05-29 14:31:15 main:581] : INFO : Epoch 1680 | loss: 0.0311999 | val_loss: 0.0312048 | Time: 1641.41 ms [2021-05-29 14:31:17 main:581] : INFO : Epoch 1681 | loss: 0.0311985 | val_loss: 0.0312064 | Time: 1650.08 ms [2021-05-29 14:31:18 main:581] : INFO : Epoch 1682 | loss: 0.0311978 | val_loss: 0.0312028 | Time: 1654.25 ms [2021-05-29 14:31:20 main:581] : INFO : Epoch 1683 | loss: 0.0311979 | val_loss: 0.031203 | Time: 1651.4 ms [2021-05-29 14:31:22 main:581] : INFO : Epoch 1684 | loss: 0.0311988 | val_loss: 0.0312023 | Time: 1649.35 ms [2021-05-29 14:31:23 main:581] : INFO : Epoch 1685 | loss: 0.0311987 | val_loss: 0.0312031 | Time: 1652.91 ms [2021-05-29 14:31:25 main:581] : INFO : Epoch 1686 | loss: 0.0311974 | val_loss: 0.0312033 | Time: 1644.33 ms [2021-05-29 14:31:27 main:581] : INFO : Epoch 1687 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 1653.14 ms [2021-05-29 14:31:28 main:581] : INFO : Epoch 1688 | loss: 0.0311965 | val_loss: 0.0312039 | Time: 1659.83 ms [2021-05-29 14:31:30 main:581] : INFO : Epoch 1689 | loss: 0.0311974 | val_loss: 0.0312017 | Time: 1664.89 ms [2021-05-29 14:31:32 main:581] : INFO : Epoch 1690 | loss: 0.0311982 | val_loss: 0.0312063 | Time: 1668.35 ms [2021-05-29 14:31:33 main:581] : INFO : Epoch 1691 | loss: 0.0311999 | val_loss: 0.0312024 | Time: 1671.48 ms [2021-05-29 14:31:35 main:581] : INFO : Epoch 1692 | loss: 0.0311973 | val_loss: 0.0312021 | Time: 1669.72 ms [2021-05-29 14:31:37 main:581] : INFO : Epoch 1693 | loss: 0.0311986 | val_loss: 0.0312007 | Time: 1668.98 ms [2021-05-29 14:31:38 main:581] : INFO : Epoch 1694 | loss: 0.0311991 | val_loss: 0.0312065 | Time: 1667.94 ms [2021-05-29 14:31:40 main:581] : INFO : Epoch 1695 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 1665.06 ms [2021-05-29 14:31:42 main:581] : INFO : Epoch 1696 | loss: 0.031201 | val_loss: 0.0312112 | Time: 1663.9 ms [2021-05-29 14:31:43 main:581] : INFO : Epoch 1697 | loss: 0.0311991 | val_loss: 0.0312092 | Time: 1671.21 ms [2021-05-29 14:31:45 main:581] : INFO : Epoch 1698 | loss: 0.0311982 | val_loss: 0.0312018 | Time: 1664.09 ms [2021-05-29 14:31:47 main:581] : INFO : Epoch 1699 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 1662.7 ms [2021-05-29 14:31:48 main:581] : INFO : Epoch 1700 | loss: 0.0311957 | val_loss: 0.0312029 | Time: 1665.25 ms [2021-05-29 14:31:50 main:581] : INFO : Epoch 1701 | loss: 0.0311959 | val_loss: 0.0312003 | Time: 1671.53 ms [2021-05-29 14:31:52 main:581] : INFO : Epoch 1702 | loss: 0.0311984 | val_loss: 0.0312033 | Time: 1669.89 ms [2021-05-29 14:31:53 main:581] : INFO : Epoch 1703 | loss: 0.0311979 | val_loss: 0.0311994 | Time: 1629.62 ms [2021-05-29 14:31:55 main:581] : INFO : Epoch 1704 | loss: 0.0311964 | val_loss: 0.0311993 | Time: 1660.52 ms [2021-05-29 14:31:57 main:581] : INFO : Epoch 1705 | loss: 0.0311987 | val_loss: 0.0312063 | Time: 1657.66 ms [2021-05-29 14:31:58 main:581] : INFO : Epoch 1706 | loss: 0.0311996 | val_loss: 0.0312011 | Time: 1655.45 ms [2021-05-29 14:32:00 main:581] : INFO : Epoch 1707 | loss: 0.0311969 | val_loss: 0.0312001 | Time: 1657.11 ms [2021-05-29 14:32:01 main:581] : INFO : Epoch 1708 | loss: 0.0311955 | val_loss: 0.0311998 | Time: 1648.03 ms [2021-05-29 14:32:03 main:581] : INFO : Epoch 1709 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1647.68 ms [2021-05-29 14:32:05 main:581] : INFO : Epoch 1710 | loss: 0.0311965 | val_loss: 0.0311998 | Time: 1649.27 ms [2021-05-29 14:32:06 main:581] : INFO : Epoch 1711 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 1656.54 ms [2021-05-29 14:32:08 main:581] : INFO : Epoch 1712 | loss: 0.0311971 | val_loss: 0.0312042 | Time: 1660.05 ms [2021-05-29 14:32:10 main:581] : INFO : Epoch 1713 | loss: 0.0311973 | val_loss: 0.0312001 | Time: 1648.37 ms [2021-05-29 14:32:11 main:581] : INFO : Epoch 1714 | loss: 0.031198 | val_loss: 0.0311996 | Time: 1650.8 ms [2021-05-29 14:32:13 main:581] : INFO : Epoch 1715 | loss: 0.0311941 | val_loss: 0.0312007 | Time: 1648.27 ms [2021-05-29 14:32:15 main:581] : INFO : Epoch 1716 | loss: 0.0311957 | val_loss: 0.0311995 | Time: 1638.31 ms [2021-05-29 14:32:16 main:581] : INFO : Epoch 1717 | loss: 0.0311944 | val_loss: 0.0312066 | Time: 1676.69 ms [2021-05-29 14:32:18 main:581] : INFO : Epoch 1718 | loss: 0.0311979 | val_loss: 0.0312049 | Time: 1682.93 ms [2021-05-29 14:32:20 main:581] : INFO : Epoch 1719 | loss: 0.0311934 | val_loss: 0.0311988 | Time: 1675.37 ms [2021-05-29 14:32:21 main:581] : INFO : Epoch 1720 | loss: 0.0311931 | val_loss: 0.0312006 | Time: 1680.28 ms [2021-05-29 14:32:23 main:581] : INFO : Epoch 1721 | loss: 0.0311954 | val_loss: 0.0312008 | Time: 1687.94 ms [2021-05-29 14:32:25 main:581] : INFO : Epoch 1722 | loss: 0.0311949 | val_loss: 0.0312031 | Time: 1672.51 ms [2021-05-29 14:32:26 main:581] : INFO : Epoch 1723 | loss: 0.031196 | val_loss: 0.0312053 | Time: 1671.66 ms [2021-05-29 14:32:28 main:581] : INFO : Epoch 1724 | loss: 0.0311963 | val_loss: 0.0312053 | Time: 1675.26 ms [2021-05-29 14:32:30 main:581] : INFO : Epoch 1725 | loss: 0.0311959 | val_loss: 0.031199 | Time: 1680.43 ms [2021-05-29 14:32:31 main:581] : INFO : Epoch 1726 | loss: 0.0311926 | val_loss: 0.0312026 | Time: 1676.68 ms [2021-05-29 14:32:33 main:581] : INFO : Epoch 1727 | loss: 0.0311937 | val_loss: 0.0312021 | Time: 1674.44 ms [2021-05-29 14:32:35 main:581] : INFO : Epoch 1728 | loss: 0.0311924 | val_loss: 0.0311993 | Time: 1676.1 ms [2021-05-29 14:32:37 main:581] : INFO : Epoch 1729 | loss: 0.0311917 | val_loss: 0.031204 | Time: 1683.56 ms [2021-05-29 14:32:38 main:581] : INFO : Epoch 1730 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 1682.71 ms [2021-05-29 14:32:40 main:581] : INFO : Epoch 1731 | loss: 0.0311948 | val_loss: 0.0311995 | Time: 1681.4 ms [2021-05-29 14:32:42 main:581] : INFO : Epoch 1732 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 1682.14 ms [2021-05-29 14:32:43 main:581] : INFO : Epoch 1733 | loss: 0.0311926 | val_loss: 0.0312002 | Time: 1680.11 ms [2021-05-29 14:32:45 main:581] : INFO : Epoch 1734 | loss: 0.0311922 | val_loss: 0.0312013 | Time: 1665.45 ms [2021-05-29 14:32:47 main:581] : INFO : Epoch 1735 | loss: 0.0311921 | val_loss: 0.0312012 | Time: 1685.59 ms [2021-05-29 14:32:48 main:581] : INFO : Epoch 1736 | loss: 0.0311926 | val_loss: 0.0312007 | Time: 1679.04 ms [2021-05-29 14:32:50 main:581] : INFO : Epoch 1737 | loss: 0.0311925 | val_loss: 0.0312035 | Time: 1670.07 ms [2021-05-29 14:32:52 main:581] : INFO : Epoch 1738 | loss: 0.0311908 | val_loss: 0.0312002 | Time: 1681.32 ms [2021-05-29 14:32:53 main:581] : INFO : Epoch 1739 | loss: 0.0311923 | val_loss: 0.0312019 | Time: 1679.84 ms [2021-05-29 14:32:55 main:581] : INFO : Epoch 1740 | loss: 0.0311911 | val_loss: 0.031205 | Time: 1677.84 ms [2021-05-29 14:32:57 main:581] : INFO : Epoch 1741 | loss: 0.0311931 | val_loss: 0.0312033 | Time: 1674.58 ms [2021-05-29 14:32:58 main:581] : INFO : Epoch 1742 | loss: 0.0311916 | val_loss: 0.031204 | Time: 1685.65 ms [2021-05-29 14:33:00 main:581] : INFO : Epoch 1743 | loss: 0.0311908 | val_loss: 0.0312028 | Time: 1690.04 ms [2021-05-29 14:33:02 main:581] : INFO : Epoch 1744 | loss: 0.0311921 | val_loss: 0.0312002 | Time: 1663.44 ms [2021-05-29 14:33:03 main:581] : INFO : Epoch 1745 | loss: 0.0311916 | val_loss: 0.0312038 | Time: 1670.97 ms [2021-05-29 14:33:05 main:581] : INFO : Epoch 1746 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 1667.41 ms [2021-05-29 14:33:07 main:581] : INFO : Epoch 1747 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 1666.1 ms [2021-05-29 14:33:08 main:581] : INFO : Epoch 1748 | loss: 0.0311909 | val_loss: 0.0311991 | Time: 1660.09 ms [2021-05-29 14:33:10 main:581] : INFO : Epoch 1749 | loss: 0.0311923 | val_loss: 0.031205 | Time: 1669.3 ms [2021-05-29 14:33:12 main:581] : INFO : Epoch 1750 | loss: 0.0311982 | val_loss: 0.0311986 | Time: 1644.02 ms [2021-05-29 14:33:13 main:581] : INFO : Epoch 1751 | loss: 0.0311943 | val_loss: 0.0311991 | Time: 1638.14 ms [2021-05-29 14:33:15 main:581] : INFO : Epoch 1752 | loss: 0.0311912 | val_loss: 0.0312034 | Time: 1640.16 ms [2021-05-29 14:33:17 main:581] : INFO : Epoch 1753 | loss: 0.0311898 | val_loss: 0.0312003 | Time: 1646.16 ms [2021-05-29 14:33:18 main:581] : INFO : Epoch 1754 | loss: 0.0311897 | val_loss: 0.0312007 | Time: 1643.56 ms [2021-05-29 14:33:20 main:581] : INFO : Epoch 1755 | loss: 0.031189 | val_loss: 0.0311991 | Time: 1648.94 ms [2021-05-29 14:33:22 main:581] : INFO : Epoch 1756 | loss: 0.031192 | val_loss: 0.0312004 | Time: 1655.94 ms [2021-05-29 14:33:23 main:581] : INFO : Epoch 1757 | loss: 0.0311915 | val_loss: 0.0312009 | Time: 1660.71 ms [2021-05-29 14:33:25 main:581] : INFO : Epoch 1758 | loss: 0.0311914 | val_loss: 0.0312031 | Time: 1646.57 ms [2021-05-29 14:33:26 main:581] : INFO : Epoch 1759 | loss: 0.0311909 | val_loss: 0.0312004 | Time: 1644.09 ms [2021-05-29 14:33:28 main:581] : INFO : Epoch 1760 | loss: 0.0311937 | val_loss: 0.0311995 | Time: 1642.61 ms [2021-05-29 14:33:30 main:581] : INFO : Epoch 1761 | loss: 0.031193 | val_loss: 0.0311968 | Time: 1643.84 ms [2021-05-29 14:33:31 main:581] : INFO : Epoch 1762 | loss: 0.0311944 | val_loss: 0.0312037 | Time: 1630.77 ms [2021-05-29 14:33:33 main:581] : INFO : Epoch 1763 | loss: 0.0311963 | val_loss: 0.0312048 | Time: 1635.75 ms [2021-05-29 14:33:35 main:581] : INFO : Epoch 1764 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 1641.44 ms [2021-05-29 14:33:36 main:581] : INFO : Epoch 1765 | loss: 0.0311918 | val_loss: 0.0311963 | Time: 1646.18 ms [2021-05-29 14:33:38 main:581] : INFO : Epoch 1766 | loss: 0.0311889 | val_loss: 0.0311986 | Time: 1648.56 ms [2021-05-29 14:33:40 main:581] : INFO : Epoch 1767 | loss: 0.0311903 | val_loss: 0.0312023 | Time: 1649.54 ms [2021-05-29 14:33:41 main:581] : INFO : Epoch 1768 | loss: 0.031192 | val_loss: 0.0311995 | Time: 1643.05 ms [2021-05-29 14:33:43 main:581] : INFO : Epoch 1769 | loss: 0.0311937 | val_loss: 0.0312033 | Time: 1643.96 ms [2021-05-29 14:33:45 main:581] : INFO : Epoch 1770 | loss: 0.0311928 | val_loss: 0.0312039 | Time: 1634.51 ms [2021-05-29 14:33:46 main:581] : INFO : Epoch 1771 | loss: 0.0311896 | val_loss: 0.0312018 | Time: 1645.05 ms [2021-05-29 14:33:48 main:581] : INFO : Epoch 1772 | loss: 0.0311892 | val_loss: 0.0312019 | Time: 1638.55 ms [2021-05-29 14:33:49 main:581] : INFO : Epoch 1773 | loss: 0.0311906 | val_loss: 0.0312019 | Time: 1638.62 ms [2021-05-29 14:33:51 main:581] : INFO : Epoch 1774 | loss: 0.0311911 | val_loss: 0.0312012 | Time: 1644.88 ms [2021-05-29 14:33:53 main:581] : INFO : Epoch 1775 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 1640.5 ms [2021-05-29 14:33:54 main:581] : INFO : Epoch 1776 | loss: 0.03119 | val_loss: 0.0312004 | Time: 1647.74 ms [2021-05-29 14:33:56 main:581] : INFO : Epoch 1777 | loss: 0.0311905 | val_loss: 0.0312 | Time: 1654.14 ms [2021-05-29 14:33:58 main:581] : INFO : Epoch 1778 | loss: 0.031189 | val_loss: 0.0311992 | Time: 1658.66 ms [2021-05-29 14:33:59 main:581] : INFO : Epoch 1779 | loss: 0.0311885 | val_loss: 0.031198 | Time: 1648.51 ms [2021-05-29 14:34:01 main:581] : INFO : Epoch 1780 | loss: 0.0311872 | val_loss: 0.0312048 | Time: 1656.73 ms [2021-05-29 14:34:03 main:581] : INFO : Epoch 1781 | loss: 0.0311865 | val_loss: 0.0311996 | Time: 1658.4 ms [2021-05-29 14:34:04 main:581] : INFO : Epoch 1782 | loss: 0.0311876 | val_loss: 0.0312012 | Time: 1662.27 ms [2021-05-29 14:34:06 main:581] : INFO : Epoch 1783 | loss: 0.0311884 | val_loss: 0.0312009 | Time: 1630.86 ms [2021-05-29 14:34:08 main:581] : INFO : Epoch 1784 | loss: 0.0311861 | val_loss: 0.0312019 | Time: 1630.38 ms [2021-05-29 14:34:09 main:581] : INFO : Epoch 1785 | loss: 0.0311862 | val_loss: 0.0312072 | Time: 1637.21 ms [2021-05-29 14:34:11 main:581] : INFO : Epoch 1786 | loss: 0.0311866 | val_loss: 0.0312067 | Time: 1646.94 ms [2021-05-29 14:34:13 main:581] : INFO : Epoch 1787 | loss: 0.031186 | val_loss: 0.0312059 | Time: 1649.2 ms [2021-05-29 14:34:14 main:581] : INFO : Epoch 1788 | loss: 0.0311909 | val_loss: 0.0312105 | Time: 1640.25 ms [2021-05-29 14:34:16 main:581] : INFO : Epoch 1789 | loss: 0.0311881 | val_loss: 0.0312032 | Time: 1640.43 ms [2021-05-29 14:34:17 main:581] : INFO : Epoch 1790 | loss: 0.0311846 | val_loss: 0.0312025 | Time: 1645.84 ms [2021-05-29 14:34:19 main:581] : INFO : Epoch 1791 | loss: 0.0311846 | val_loss: 0.031208 | Time: 1630.69 ms [2021-05-29 14:34:21 main:581] : INFO : Epoch 1792 | loss: 0.0311848 | val_loss: 0.0312001 | Time: 1631.88 ms [2021-05-29 14:34:22 main:581] : INFO : Epoch 1793 | loss: 0.0311835 | val_loss: 0.0312032 | Time: 1636.11 ms [2021-05-29 14:34:24 main:581] : INFO : Epoch 1794 | loss: 0.0311842 | val_loss: 0.0312028 | Time: 1633.21 ms [2021-05-29 14:34:26 main:581] : INFO : Epoch 1795 | loss: 0.0311833 | val_loss: 0.0312058 | Time: 1640.7 ms [2021-05-29 14:34:27 main:581] : INFO : Epoch 1796 | loss: 0.0311844 | val_loss: 0.0312031 | Time: 1644.29 ms [2021-05-29 14:34:29 main:581] : INFO : Epoch 1797 | loss: 0.0311859 | val_loss: 0.0312002 | Time: 1646.82 ms [2021-05-29 14:34:31 main:581] : INFO : Epoch 1798 | loss: 0.0311839 | val_loss: 0.0312007 | Time: 1646.79 ms [2021-05-29 14:34:32 main:581] : INFO : Epoch 1799 | loss: 0.0311835 | val_loss: 0.031204 | Time: 1640.53 ms [2021-05-29 14:34:34 main:581] : INFO : Epoch 1800 | loss: 0.0311901 | val_loss: 0.0312033 | Time: 1638.04 ms [2021-05-29 14:34:36 main:581] : INFO : Epoch 1801 | loss: 0.0311894 | val_loss: 0.0311982 | Time: 1640.24 ms [2021-05-29 14:34:37 main:581] : INFO : Epoch 1802 | loss: 0.0311884 | val_loss: 0.0311986 | Time: 1640.12 ms [2021-05-29 14:34:39 main:581] : INFO : Epoch 1803 | loss: 0.0311888 | val_loss: 0.0311998 | Time: 1634.83 ms [2021-05-29 14:34:40 main:581] : INFO : Epoch 1804 | loss: 0.0311876 | val_loss: 0.0311998 | Time: 1635.58 ms [2021-05-29 14:34:42 main:581] : INFO : Epoch 1805 | loss: 0.0311844 | val_loss: 0.0311981 | Time: 1632.31 ms [2021-05-29 14:34:44 main:581] : INFO : Epoch 1806 | loss: 0.0311828 | val_loss: 0.0311998 | Time: 1629.9 ms [2021-05-29 14:34:45 main:581] : INFO : Epoch 1807 | loss: 0.0311842 | val_loss: 0.031201 | Time: 1639.26 ms [2021-05-29 14:34:47 main:581] : INFO : Epoch 1808 | loss: 0.0311828 | val_loss: 0.0311989 | Time: 1638.34 ms [2021-05-29 14:34:49 main:581] : INFO : Epoch 1809 | loss: 0.0311818 | val_loss: 0.0311987 | Time: 1646.19 ms [2021-05-29 14:34:50 main:581] : INFO : Epoch 1810 | loss: 0.0311863 | val_loss: 0.0312071 | Time: 1659.96 ms [2021-05-29 14:34:52 main:581] : INFO : Epoch 1811 | loss: 0.031192 | val_loss: 0.0311998 | Time: 1661.05 ms [2021-05-29 14:34:54 main:581] : INFO : Epoch 1812 | loss: 0.0311941 | val_loss: 0.0311944 | Time: 1679.89 ms [2021-05-29 14:34:55 main:581] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0312017 | Time: 1682.57 ms [2021-05-29 14:34:57 main:581] : INFO : Epoch 1814 | loss: 0.0311955 | val_loss: 0.031197 | Time: 1679.71 ms [2021-05-29 14:34:59 main:581] : INFO : Epoch 1815 | loss: 0.03119 | val_loss: 0.0311929 | Time: 1675.58 ms [2021-05-29 14:35:00 main:581] : INFO : Epoch 1816 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 1687.04 ms [2021-05-29 14:35:02 main:581] : INFO : Epoch 1817 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 1680.59 ms [2021-05-29 14:35:04 main:581] : INFO : Epoch 1818 | loss: 0.0311906 | val_loss: 0.0311906 | Time: 1677.24 ms [2021-05-29 14:35:05 main:581] : INFO : Epoch 1819 | loss: 0.0311892 | val_loss: 0.031192 | Time: 1679.53 ms [2021-05-29 14:35:07 main:581] : INFO : Epoch 1820 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 1682.82 ms [2021-05-29 14:35:09 main:581] : INFO : Epoch 1821 | loss: 0.0311916 | val_loss: 0.0311911 | Time: 1679.94 ms [2021-05-29 14:35:10 main:581] : INFO : Epoch 1822 | loss: 0.0311898 | val_loss: 0.0311906 | Time: 1683.89 ms [2021-05-29 14:35:12 main:581] : INFO : Epoch 1823 | loss: 0.0311869 | val_loss: 0.0311939 | Time: 1682.38 ms [2021-05-29 14:35:14 main:581] : INFO : Epoch 1824 | loss: 0.0311861 | val_loss: 0.0311917 | Time: 1676.96 ms [2021-05-29 14:35:15 main:581] : INFO : Epoch 1825 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 1686.86 ms [2021-05-29 14:35:17 main:581] : INFO : Epoch 1826 | loss: 0.0311829 | val_loss: 0.0311893 | Time: 1682.55 ms [2021-05-29 14:35:19 main:581] : INFO : Epoch 1827 | loss: 0.0311825 | val_loss: 0.03119 | Time: 1672.72 ms [2021-05-29 14:35:21 main:581] : INFO : Epoch 1828 | loss: 0.0311829 | val_loss: 0.0311912 | Time: 1685.99 ms [2021-05-29 14:35:22 main:581] : INFO : Epoch 1829 | loss: 0.0311823 | val_loss: 0.0311904 | Time: 1678.54 ms [2021-05-29 14:35:24 main:581] : INFO : Epoch 1830 | loss: 0.0311831 | val_loss: 0.0311897 | Time: 1680.63 ms [2021-05-29 14:35:26 main:581] : INFO : Epoch 1831 | loss: 0.0311821 | val_loss: 0.0311894 | Time: 1686.62 ms [2021-05-29 14:35:27 main:581] : INFO : Epoch 1832 | loss: 0.0311817 | val_loss: 0.0311911 | Time: 1688.19 ms [2021-05-29 14:35:29 main:581] : INFO : Epoch 1833 | loss: 0.0311835 | val_loss: 0.0311904 | Time: 1685.08 ms [2021-05-29 14:35:31 main:581] : INFO : Epoch 1834 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 1687.03 ms [2021-05-29 14:35:32 main:581] : INFO : Epoch 1835 | loss: 0.0311839 | val_loss: 0.0311914 | Time: 1693.28 ms [2021-05-29 14:35:34 main:581] : INFO : Epoch 1836 | loss: 0.031183 | val_loss: 0.0311895 | Time: 1679.51 ms [2021-05-29 14:35:36 main:581] : INFO : Epoch 1837 | loss: 0.0311815 | val_loss: 0.0311897 | Time: 1683.07 ms [2021-05-29 14:35:37 main:581] : INFO : Epoch 1838 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 1686.26 ms [2021-05-29 14:35:39 main:581] : INFO : Epoch 1839 | loss: 0.0311815 | val_loss: 0.0311894 | Time: 1680.91 ms [2021-05-29 14:35:41 main:581] : INFO : Epoch 1840 | loss: 0.0311795 | val_loss: 0.0311934 | Time: 1681.51 ms [2021-05-29 14:35:42 main:581] : INFO : Epoch 1841 | loss: 0.0311793 | val_loss: 0.0311914 | Time: 1679.66 ms [2021-05-29 14:35:44 main:581] : INFO : Epoch 1842 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 1679.55 ms [2021-05-29 14:35:46 main:581] : INFO : Epoch 1843 | loss: 0.031179 | val_loss: 0.0311909 | Time: 1686.71 ms [2021-05-29 14:35:47 main:581] : INFO : Epoch 1844 | loss: 0.031179 | val_loss: 0.0311916 | Time: 1687.17 ms [2021-05-29 14:35:49 main:581] : INFO : Epoch 1845 | loss: 0.0311786 | val_loss: 0.0311889 | Time: 1678.01 ms [2021-05-29 14:35:51 main:581] : INFO : Epoch 1846 | loss: 0.0311808 | val_loss: 0.0311896 | Time: 1686.24 ms [2021-05-29 14:35:53 main:581] : INFO : Epoch 1847 | loss: 0.0311789 | val_loss: 0.0311883 | Time: 1685.31 ms [2021-05-29 14:35:54 main:581] : INFO : Epoch 1848 | loss: 0.0311774 | val_loss: 0.0311888 | Time: 1673.59 ms [2021-05-29 14:35:56 main:581] : INFO : Epoch 1849 | loss: 0.0311774 | val_loss: 0.0311892 | Time: 1682.3 ms [2021-05-29 14:35:58 main:581] : INFO : Epoch 1850 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 1678.43 ms [2021-05-29 14:35:59 main:581] : INFO : Epoch 1851 | loss: 0.0311791 | val_loss: 0.0311914 | Time: 1676.82 ms [2021-05-29 14:36:01 main:581] : INFO : Epoch 1852 | loss: 0.0311783 | val_loss: 0.0311892 | Time: 1696.39 ms [2021-05-29 14:36:03 main:581] : INFO : Epoch 1853 | loss: 0.0311778 | val_loss: 0.0311896 | Time: 1685.7 ms [2021-05-29 14:36:04 main:581] : INFO : Epoch 1854 | loss: 0.0311773 | val_loss: 0.0311878 | Time: 1679.03 ms [2021-05-29 14:36:06 main:581] : INFO : Epoch 1855 | loss: 0.0311787 | val_loss: 0.0311968 | Time: 1681.23 ms [2021-05-29 14:36:08 main:581] : INFO : Epoch 1856 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 1661.3 ms [2021-05-29 14:36:09 main:581] : INFO : Epoch 1857 | loss: 0.0311803 | val_loss: 0.0311896 | Time: 1653.39 ms [2021-05-29 14:36:11 main:581] : INFO : Epoch 1858 | loss: 0.0311787 | val_loss: 0.0311873 | Time: 1665 ms [2021-05-29 14:36:13 main:581] : INFO : Epoch 1859 | loss: 0.0311768 | val_loss: 0.031186 | Time: 1656.9 ms [2021-05-29 14:36:14 main:581] : INFO : Epoch 1860 | loss: 0.0311806 | val_loss: 0.0311904 | Time: 1651.09 ms [2021-05-29 14:36:16 main:581] : INFO : Epoch 1861 | loss: 0.0311765 | val_loss: 0.0311881 | Time: 1642.88 ms [2021-05-29 14:36:18 main:581] : INFO : Epoch 1862 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 1647.52 ms [2021-05-29 14:36:19 main:581] : INFO : Epoch 1863 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 1645.5 ms [2021-05-29 14:36:21 main:581] : INFO : Epoch 1864 | loss: 0.0311755 | val_loss: 0.0311865 | Time: 1645.99 ms [2021-05-29 14:36:22 main:581] : INFO : Epoch 1865 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 1657.27 ms [2021-05-29 14:36:24 main:581] : INFO : Epoch 1866 | loss: 0.0311779 | val_loss: 0.0311862 | Time: 1656.47 ms [2021-05-29 14:36:26 main:581] : INFO : Epoch 1867 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 1659.45 ms [2021-05-29 14:36:27 main:581] : INFO : Epoch 1868 | loss: 0.031178 | val_loss: 0.0311858 | Time: 1669.6 ms [2021-05-29 14:36:29 main:581] : INFO : Epoch 1869 | loss: 0.0311778 | val_loss: 0.0311858 | Time: 1674.29 ms [2021-05-29 14:36:31 main:581] : INFO : Epoch 1870 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 1665.88 ms [2021-05-29 14:36:32 main:581] : INFO : Epoch 1871 | loss: 0.0311767 | val_loss: 0.031188 | Time: 1666.26 ms [2021-05-29 14:36:34 main:581] : INFO : Epoch 1872 | loss: 0.0311768 | val_loss: 0.0311857 | Time: 1658.93 ms [2021-05-29 14:36:36 main:581] : INFO : Epoch 1873 | loss: 0.0311773 | val_loss: 0.0311876 | Time: 1677.66 ms [2021-05-29 14:36:37 main:581] : INFO : Epoch 1874 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 1675.25 ms [2021-05-29 14:36:39 main:581] : INFO : Epoch 1875 | loss: 0.0311781 | val_loss: 0.031186 | Time: 1663.21 ms [2021-05-29 14:36:41 main:581] : INFO : Epoch 1876 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 1653.21 ms [2021-05-29 14:36:42 main:581] : INFO : Epoch 1877 | loss: 0.031175 | val_loss: 0.0311847 | Time: 1646.14 ms [2021-05-29 14:36:44 main:581] : INFO : Epoch 1878 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 1633.67 ms [2021-05-29 14:36:46 main:581] : INFO : Epoch 1879 | loss: 0.0311759 | val_loss: 0.0311863 | Time: 1643.5 ms [2021-05-29 14:36:47 main:581] : INFO : Epoch 1880 | loss: 0.0311763 | val_loss: 0.0311909 | Time: 1644.91 ms [2021-05-29 14:36:49 main:581] : INFO : Epoch 1881 | loss: 0.0311778 | val_loss: 0.031195 | Time: 1649.07 ms [2021-05-29 14:36:51 main:581] : INFO : Epoch 1882 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 1649.36 ms [2021-05-29 14:36:52 main:581] : INFO : Epoch 1883 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 1645.6 ms [2021-05-29 14:36:54 main:581] : INFO : Epoch 1884 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 1645.59 ms [2021-05-29 14:36:56 main:581] : INFO : Epoch 1885 | loss: 0.0311762 | val_loss: 0.0311946 | Time: 1661.43 ms [2021-05-29 14:36:57 main:581] : INFO : Epoch 1886 | loss: 0.0311761 | val_loss: 0.0311867 | Time: 1656.02 ms [2021-05-29 14:36:59 main:581] : INFO : Epoch 1887 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 1655.82 ms [2021-05-29 14:37:01 main:581] : INFO : Epoch 1888 | loss: 0.0311734 | val_loss: 0.031184 | Time: 1658.38 ms [2021-05-29 14:37:02 main:581] : INFO : Epoch 1889 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 1641.6 ms [2021-05-29 14:37:04 main:581] : INFO : Epoch 1890 | loss: 0.0311716 | val_loss: 0.0311888 | Time: 1640.86 ms [2021-05-29 14:37:06 main:581] : INFO : Epoch 1891 | loss: 0.0311762 | val_loss: 0.0311943 | Time: 1638.85 ms [2021-05-29 14:37:07 main:581] : INFO : Epoch 1892 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1638.7 ms [2021-05-29 14:37:09 main:581] : INFO : Epoch 1893 | loss: 0.0311736 | val_loss: 0.0311833 | Time: 1644.48 ms [2021-05-29 14:37:10 main:581] : INFO : Epoch 1894 | loss: 0.0311742 | val_loss: 0.031189 | Time: 1656.47 ms [2021-05-29 14:37:12 main:581] : INFO : Epoch 1895 | loss: 0.031172 | val_loss: 0.0311823 | Time: 1656.63 ms [2021-05-29 14:37:14 main:581] : INFO : Epoch 1896 | loss: 0.0311706 | val_loss: 0.031183 | Time: 1652.51 ms [2021-05-29 14:37:15 main:581] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.0311855 | Time: 1654.2 ms [2021-05-29 14:37:17 main:581] : INFO : Epoch 1898 | loss: 0.0311728 | val_loss: 0.0311893 | Time: 1652.14 ms [2021-05-29 14:37:19 main:581] : INFO : Epoch 1899 | loss: 0.0311713 | val_loss: 0.031182 | Time: 1637.23 ms [2021-05-29 14:37:20 main:581] : INFO : Epoch 1900 | loss: 0.0311738 | val_loss: 0.0311849 | Time: 1644.76 ms [2021-05-29 14:37:22 main:581] : INFO : Epoch 1901 | loss: 0.0311737 | val_loss: 0.0311837 | Time: 1644.85 ms [2021-05-29 14:37:24 main:581] : INFO : Epoch 1902 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 1640.49 ms [2021-05-29 14:37:25 main:581] : INFO : Epoch 1903 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 1659.78 ms [2021-05-29 14:37:27 main:581] : INFO : Epoch 1904 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 1651.63 ms [2021-05-29 14:37:29 main:581] : INFO : Epoch 1905 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 1656.71 ms [2021-05-29 14:37:30 main:581] : INFO : Epoch 1906 | loss: 0.0311725 | val_loss: 0.0311819 | Time: 1662.24 ms [2021-05-29 14:37:32 main:581] : INFO : Epoch 1907 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 1664.17 ms [2021-05-29 14:37:34 main:581] : INFO : Epoch 1908 | loss: 0.0311726 | val_loss: 0.0311861 | Time: 1659.62 ms [2021-05-29 14:37:35 main:581] : INFO : Epoch 1909 | loss: 0.0311718 | val_loss: 0.0311825 | Time: 1652.42 ms [2021-05-29 14:37:37 main:581] : INFO : Epoch 1910 | loss: 0.0311706 | val_loss: 0.0311808 | Time: 1655.02 ms [2021-05-29 14:37:39 main:581] : INFO : Epoch 1911 | loss: 0.0311709 | val_loss: 0.0311802 | Time: 1649.01 ms [2021-05-29 14:37:40 main:581] : INFO : Epoch 1912 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 1659.69 ms [2021-05-29 14:37:42 main:581] : INFO : Epoch 1913 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 1658.06 ms [2021-05-29 14:37:44 main:581] : INFO : Epoch 1914 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 1660.75 ms [2021-05-29 14:37:45 main:581] : INFO : Epoch 1915 | loss: 0.0311802 | val_loss: 0.0311827 | Time: 1658.95 ms [2021-05-29 14:37:47 main:581] : INFO : Epoch 1916 | loss: 0.0311772 | val_loss: 0.0311792 | Time: 1660.06 ms [2021-05-29 14:37:49 main:581] : INFO : Epoch 1917 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 1648.1 ms [2021-05-29 14:37:50 main:581] : INFO : Epoch 1918 | loss: 0.0311752 | val_loss: 0.031185 | Time: 1669.53 ms [2021-05-29 14:37:52 main:581] : INFO : Epoch 1919 | loss: 0.0311771 | val_loss: 0.03118 | Time: 1662.41 ms [2021-05-29 14:37:53 main:581] : INFO : Epoch 1920 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 1654.84 ms [2021-05-29 14:37:55 main:581] : INFO : Epoch 1921 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 1659.69 ms [2021-05-29 14:37:57 main:581] : INFO : Epoch 1922 | loss: 0.0311864 | val_loss: 0.031193 | Time: 1660.09 ms [2021-05-29 14:37:58 main:581] : INFO : Epoch 1923 | loss: 0.0311956 | val_loss: 0.0311913 | Time: 1652.57 ms [2021-05-29 14:38:00 main:581] : INFO : Epoch 1924 | loss: 0.0311951 | val_loss: 0.0311947 | Time: 1656.88 ms [2021-05-29 14:38:02 main:581] : INFO : Epoch 1925 | loss: 0.0311923 | val_loss: 0.0311905 | Time: 1641.85 ms [2021-05-29 14:38:03 main:581] : INFO : Epoch 1926 | loss: 0.0311884 | val_loss: 0.0311849 | Time: 1649.15 ms [2021-05-29 14:38:05 main:581] : INFO : Epoch 1927 | loss: 0.0311867 | val_loss: 0.0311852 | Time: 1657.61 ms [2021-05-29 14:38:07 main:581] : INFO : Epoch 1928 | loss: 0.0311881 | val_loss: 0.0311845 | Time: 1646.1 ms [2021-05-29 14:38:08 main:581] : INFO : Epoch 1929 | loss: 0.0311854 | val_loss: 0.0311864 | Time: 1647.06 ms [2021-05-29 14:38:10 main:581] : INFO : Epoch 1930 | loss: 0.0311885 | val_loss: 0.0311826 | Time: 1653.38 ms [2021-05-29 14:38:12 main:581] : INFO : Epoch 1931 | loss: 0.031186 | val_loss: 0.0311854 | Time: 1653.3 ms [2021-05-29 14:38:13 main:581] : INFO : Epoch 1932 | loss: 0.031185 | val_loss: 0.0311864 | Time: 1647.05 ms [2021-05-29 14:38:15 main:581] : INFO : Epoch 1933 | loss: 0.0311884 | val_loss: 0.0311881 | Time: 1644.96 ms [2021-05-29 14:38:17 main:581] : INFO : Epoch 1934 | loss: 0.0311871 | val_loss: 0.0311857 | Time: 1645.86 ms [2021-05-29 14:38:18 main:581] : INFO : Epoch 1935 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 1644.61 ms [2021-05-29 14:38:20 main:581] : INFO : Epoch 1936 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 1651.17 ms [2021-05-29 14:38:22 main:581] : INFO : Epoch 1937 | loss: 0.0311831 | val_loss: 0.0311866 | Time: 1649.04 ms [2021-05-29 14:38:23 main:581] : INFO : Epoch 1938 | loss: 0.031181 | val_loss: 0.0311849 | Time: 1655.15 ms [2021-05-29 14:38:25 main:581] : INFO : Epoch 1939 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 1652.64 ms [2021-05-29 14:38:27 main:581] : INFO : Epoch 1940 | loss: 0.03118 | val_loss: 0.0311845 | Time: 1655.68 ms [2021-05-29 14:38:28 main:581] : INFO : Epoch 1941 | loss: 0.0311829 | val_loss: 0.0311843 | Time: 1649.3 ms [2021-05-29 14:38:30 main:581] : INFO : Epoch 1942 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 1646.02 ms [2021-05-29 14:38:31 main:581] : INFO : Epoch 1943 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 1641.32 ms [2021-05-29 14:38:33 main:581] : INFO : Epoch 1944 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 1642.08 ms [2021-05-29 14:38:35 main:581] : INFO : Epoch 1945 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 1644.73 ms [2021-05-29 14:38:36 main:581] : INFO : Epoch 1946 | loss: 0.0311792 | val_loss: 0.0311875 | Time: 1647.68 ms [2021-05-29 14:38:38 main:581] : INFO : Epoch 1947 | loss: 0.0311795 | val_loss: 0.0311917 | Time: 1649.89 ms [2021-05-29 14:38:40 main:581] : INFO : Epoch 1948 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 1653.31 ms [2021-05-29 14:38:41 main:581] : INFO : Epoch 1949 | loss: 0.0311785 | val_loss: 0.0311817 | Time: 1652.51 ms [2021-05-29 14:38:43 main:581] : INFO : Epoch 1950 | loss: 0.0311795 | val_loss: 0.0311881 | Time: 1647.76 ms [2021-05-29 14:38:45 main:581] : INFO : Epoch 1951 | loss: 0.031179 | val_loss: 0.0311813 | Time: 1650.83 ms [2021-05-29 14:38:46 main:581] : INFO : Epoch 1952 | loss: 0.0311803 | val_loss: 0.0311924 | Time: 1653.6 ms [2021-05-29 14:38:48 main:581] : INFO : Epoch 1953 | loss: 0.031181 | val_loss: 0.031182 | Time: 1645.03 ms [2021-05-29 14:38:50 main:581] : INFO : Epoch 1954 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 1645.75 ms [2021-05-29 14:38:51 main:581] : INFO : Epoch 1955 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 1649.43 ms [2021-05-29 14:38:53 main:581] : INFO : Epoch 1956 | loss: 0.0311812 | val_loss: 0.0311895 | Time: 1647.8 ms [2021-05-29 14:38:55 main:581] : INFO : Epoch 1957 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 1650.86 ms [2021-05-29 14:38:56 main:581] : INFO : Epoch 1958 | loss: 0.0311747 | val_loss: 0.0311845 | Time: 1647.02 ms [2021-05-29 14:38:58 main:581] : INFO : Epoch 1959 | loss: 0.0311754 | val_loss: 0.0311821 | Time: 1654.54 ms [2021-05-29 14:38:59 main:581] : INFO : Epoch 1960 | loss: 0.0311768 | val_loss: 0.0311796 | Time: 1652.13 ms [2021-05-29 14:39:01 main:581] : INFO : Epoch 1961 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 1651.63 ms [2021-05-29 14:39:03 main:581] : INFO : Epoch 1962 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 1651.54 ms [2021-05-29 14:39:04 main:581] : INFO : Epoch 1963 | loss: 0.0311742 | val_loss: 0.0311841 | Time: 1654.1 ms [2021-05-29 14:39:06 main:581] : INFO : Epoch 1964 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 1651.14 ms [2021-05-29 14:39:08 main:581] : INFO : Epoch 1965 | loss: 0.0311778 | val_loss: 0.0311896 | Time: 1652.1 ms [2021-05-29 14:39:09 main:581] : INFO : Epoch 1966 | loss: 0.0311792 | val_loss: 0.0311793 | Time: 1660.38 ms [2021-05-29 14:39:11 main:581] : INFO : Epoch 1967 | loss: 0.0311764 | val_loss: 0.0311796 | Time: 1655.25 ms [2021-05-29 14:39:13 main:581] : INFO : Epoch 1968 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 1658.87 ms [2021-05-29 14:39:14 main:581] : INFO : Epoch 1969 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 1655.34 ms [2021-05-29 14:39:16 main:581] : INFO : Epoch 1970 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1653.18 ms [2021-05-29 14:39:18 main:581] : INFO : Epoch 1971 | loss: 0.0311747 | val_loss: 0.031178 | Time: 1650.06 ms [2021-05-29 14:39:19 main:581] : INFO : Epoch 1972 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 1658.27 ms [2021-05-29 14:39:21 main:581] : INFO : Epoch 1973 | loss: 0.0311741 | val_loss: 0.031178 | Time: 1659.58 ms [2021-05-29 14:39:23 main:581] : INFO : Epoch 1974 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 1656.41 ms [2021-05-29 14:39:24 main:581] : INFO : Epoch 1975 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1655.52 ms [2021-05-29 14:39:26 main:581] : INFO : Epoch 1976 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 1658.37 ms [2021-05-29 14:39:28 main:581] : INFO : Epoch 1977 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 1646.93 ms [2021-05-29 14:39:29 main:581] : INFO : Epoch 1978 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1659.37 ms [2021-05-29 14:39:31 main:581] : INFO : Epoch 1979 | loss: 0.0311759 | val_loss: 0.0311889 | Time: 1655.3 ms [2021-05-29 14:39:33 main:581] : INFO : Epoch 1980 | loss: 0.0311775 | val_loss: 0.0311838 | Time: 1658.35 ms [2021-05-29 14:39:34 main:581] : INFO : Epoch 1981 | loss: 0.0311741 | val_loss: 0.0311811 | Time: 1647.23 ms [2021-05-29 14:39:36 main:581] : INFO : Epoch 1982 | loss: 0.031172 | val_loss: 0.0311814 | Time: 1653.21 ms [2021-05-29 14:39:38 main:581] : INFO : Epoch 1983 | loss: 0.0311732 | val_loss: 0.031178 | Time: 1636.02 ms [2021-05-29 14:39:39 main:581] : INFO : Epoch 1984 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 1650.01 ms [2021-05-29 14:39:41 main:581] : INFO : Epoch 1985 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 1647.62 ms [2021-05-29 14:39:42 main:581] : INFO : Epoch 1986 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 1637.95 ms [2021-05-29 14:39:44 main:581] : INFO : Epoch 1987 | loss: 0.0311715 | val_loss: 0.0311813 | Time: 1641.31 ms [2021-05-29 14:39:46 main:581] : INFO : Epoch 1988 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 1638.11 ms [2021-05-29 14:39:47 main:581] : INFO : Epoch 1989 | loss: 0.0311689 | val_loss: 0.0311792 | Time: 1639.69 ms [2021-05-29 14:39:49 main:581] : INFO : Epoch 1990 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 1667.59 ms [2021-05-29 14:39:51 main:581] : INFO : Epoch 1991 | loss: 0.0311685 | val_loss: 0.0311902 | Time: 1664.1 ms [2021-05-29 14:39:52 main:581] : INFO : Epoch 1992 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 1666.35 ms [2021-05-29 14:39:54 main:581] : INFO : Epoch 1993 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 1668.85 ms [2021-05-29 14:39:56 main:581] : INFO : Epoch 1994 | loss: 0.0311661 | val_loss: 0.0311778 | Time: 1664.14 ms [2021-05-29 14:39:57 main:581] : INFO : Epoch 1995 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 1659.57 ms [2021-05-29 14:39:59 main:581] : INFO : Epoch 1996 | loss: 0.0311678 | val_loss: 0.0311811 | Time: 1674.49 ms [2021-05-29 14:40:01 main:581] : INFO : Epoch 1997 | loss: 0.0311665 | val_loss: 0.0311777 | Time: 1672.76 ms [2021-05-29 14:40:02 main:581] : INFO : Epoch 1998 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1642.48 ms [2021-05-29 14:40:04 main:581] : INFO : Epoch 1999 | loss: 0.0311664 | val_loss: 0.0311775 | Time: 1646.9 ms [2021-05-29 14:40:06 main:581] : INFO : Epoch 2000 | loss: 0.0311646 | val_loss: 0.0311779 | Time: 1645.74 ms [2021-05-29 14:40:07 main:581] : INFO : Epoch 2001 | loss: 0.0311638 | val_loss: 0.031177 | Time: 1642.12 ms [2021-05-29 14:40:09 main:581] : INFO : Epoch 2002 | loss: 0.031164 | val_loss: 0.0311776 | Time: 1651.76 ms [2021-05-29 14:40:11 main:581] : INFO : Epoch 2003 | loss: 0.0311675 | val_loss: 0.0311847 | Time: 1652.35 ms [2021-05-29 14:40:12 main:581] : INFO : Epoch 2004 | loss: 0.0311726 | val_loss: 0.0311876 | Time: 1637.95 ms [2021-05-29 14:40:14 main:581] : INFO : Epoch 2005 | loss: 0.0311824 | val_loss: 0.0311929 | Time: 1640.83 ms [2021-05-29 14:40:16 main:581] : INFO : Epoch 2006 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 1644.62 ms [2021-05-29 14:40:17 main:581] : INFO : Epoch 2007 | loss: 0.0311767 | val_loss: 0.0311833 | Time: 1651.01 ms [2021-05-29 14:40:19 main:581] : INFO : Epoch 2008 | loss: 0.0311756 | val_loss: 0.031185 | Time: 1645.07 ms [2021-05-29 14:40:21 main:581] : INFO : Epoch 2009 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 1671.29 ms [2021-05-29 14:40:22 main:581] : INFO : Epoch 2010 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 1659.82 ms [2021-05-29 14:40:24 main:581] : INFO : Epoch 2011 | loss: 0.031172 | val_loss: 0.0311786 | Time: 1659.76 ms [2021-05-29 14:40:25 main:581] : INFO : Epoch 2012 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 1669.1 ms [2021-05-29 14:40:27 main:581] : INFO : Epoch 2013 | loss: 0.031171 | val_loss: 0.0311782 | Time: 1663.24 ms [2021-05-29 14:40:29 main:581] : INFO : Epoch 2014 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 1654.34 ms [2021-05-29 14:40:30 main:581] : INFO : Epoch 2015 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 1655.09 ms [2021-05-29 14:40:32 main:581] : INFO : Epoch 2016 | loss: 0.031173 | val_loss: 0.03118 | Time: 1657.84 ms [2021-05-29 14:40:34 main:581] : INFO : Epoch 2017 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 1657.35 ms [2021-05-29 14:40:35 main:581] : INFO : Epoch 2018 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 1640.43 ms [2021-05-29 14:40:37 main:581] : INFO : Epoch 2019 | loss: 0.0311682 | val_loss: 0.03118 | Time: 1641.91 ms [2021-05-29 14:40:39 main:581] : INFO : Epoch 2020 | loss: 0.0311686 | val_loss: 0.0311823 | Time: 1645.27 ms [2021-05-29 14:40:40 main:581] : INFO : Epoch 2021 | loss: 0.0311688 | val_loss: 0.031179 | Time: 1647.03 ms [2021-05-29 14:40:42 main:581] : INFO : Epoch 2022 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 1647.84 ms [2021-05-29 14:40:44 main:581] : INFO : Epoch 2023 | loss: 0.0311668 | val_loss: 0.0311774 | Time: 1648.86 ms [2021-05-29 14:40:45 main:581] : INFO : Epoch 2024 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 1650.57 ms [2021-05-29 14:40:47 main:581] : INFO : Epoch 2025 | loss: 0.0311674 | val_loss: 0.0311786 | Time: 1632.49 ms [2021-05-29 14:40:49 main:581] : INFO : Epoch 2026 | loss: 0.031166 | val_loss: 0.031179 | Time: 1638.87 ms [2021-05-29 14:40:50 main:581] : INFO : Epoch 2027 | loss: 0.0311666 | val_loss: 0.031178 | Time: 1646.85 ms [2021-05-29 14:40:52 main:581] : INFO : Epoch 2028 | loss: 0.0311657 | val_loss: 0.0311777 | Time: 1636.92 ms [2021-05-29 14:40:53 main:581] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 1635.66 ms [2021-05-29 14:40:55 main:581] : INFO : Epoch 2030 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 1638.64 ms [2021-05-29 14:40:57 main:581] : INFO : Epoch 2031 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 1634.42 ms [2021-05-29 14:40:58 main:581] : INFO : Epoch 2032 | loss: 0.0311653 | val_loss: 0.0311801 | Time: 1657.76 ms [2021-05-29 14:41:00 main:581] : INFO : Epoch 2033 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 1662.73 ms [2021-05-29 14:41:02 main:581] : INFO : Epoch 2034 | loss: 0.0311655 | val_loss: 0.031175 | Time: 1643.26 ms [2021-05-29 14:41:03 main:581] : INFO : Epoch 2035 | loss: 0.0311667 | val_loss: 0.0311759 | Time: 1648.47 ms [2021-05-29 14:41:05 main:581] : INFO : Epoch 2036 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 1644.46 ms [2021-05-29 14:41:07 main:581] : INFO : Epoch 2037 | loss: 0.0311639 | val_loss: 0.0311765 | Time: 1643.28 ms [2021-05-29 14:41:08 main:581] : INFO : Epoch 2038 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1650.89 ms [2021-05-29 14:41:10 main:581] : INFO : Epoch 2039 | loss: 0.0311644 | val_loss: 0.0311769 | Time: 1656.61 ms [2021-05-29 14:41:12 main:581] : INFO : Epoch 2040 | loss: 0.0311629 | val_loss: 0.0311759 | Time: 1644.26 ms [2021-05-29 14:41:13 main:581] : INFO : Epoch 2041 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 1656.1 ms [2021-05-29 14:41:15 main:581] : INFO : Epoch 2042 | loss: 0.0311636 | val_loss: 0.0311786 | Time: 1654.56 ms [2021-05-29 14:41:17 main:581] : INFO : Epoch 2043 | loss: 0.0311627 | val_loss: 0.0311767 | Time: 1652.65 ms [2021-05-29 14:41:18 main:581] : INFO : Epoch 2044 | loss: 0.0311629 | val_loss: 0.0311857 | Time: 1659.47 ms [2021-05-29 14:41:20 main:581] : INFO : Epoch 2045 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 1659.31 ms [2021-05-29 14:41:22 main:581] : INFO : Epoch 2046 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 1658.16 ms [2021-05-29 14:41:23 main:581] : INFO : Epoch 2047 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 1649.46 ms [2021-05-29 14:41:25 main:581] : INFO : Epoch 2048 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 1659.67 ms [2021-05-29 14:41:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2021-05-29 14:41:25 main:610] : INFO : Saving end state to config to file [2021-05-29 14:41:25 main:615] : INFO : Success, exiting.. 14:41:25 (3356518): 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)