Task 3731244
| Name | ParityModified-1609264610-27722-6_0 |
| Workunit | 1914287 |
| Created | 19 Jan 2021, 18:59:59 UTC |
| Sent | 19 Jan 2021, 19:27:05 UTC |
| Report deadline | 26 Jan 2021, 19:27:05 UTC |
| Received | 19 Jan 2021, 22:49:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 13 min 13 sec |
| CPU time | 3 hours 10 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 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: 0.0312162 | val_loss: 0.0312225 | Time: 5603.81 ms [2021-01-19 14:01:15 main:574] : INFO : Epoch 1543 | loss: 0.0312141 | val_loss: 0.031223 | Time: 5604.58 ms [2021-01-19 14:01:20 main:574] : INFO : Epoch 1544 | loss: 0.0312151 | val_loss: 0.0312239 | Time: 5603.1 ms [2021-01-19 14:01:26 main:574] : INFO : Epoch 1545 | loss: 0.0312149 | val_loss: 0.031222 | Time: 5605.77 ms [2021-01-19 14:01:31 main:574] : INFO : Epoch 1546 | loss: 0.0312137 | val_loss: 0.0312246 | Time: 5603.59 ms [2021-01-19 14:01:37 main:574] : INFO : Epoch 1547 | loss: 0.0312151 | val_loss: 0.0312213 | Time: 5606.72 ms [2021-01-19 14:01:43 main:574] : INFO : Epoch 1548 | loss: 0.031213 | val_loss: 0.0312213 | Time: 5606.86 ms [2021-01-19 14:01:48 main:574] : INFO : Epoch 1549 | loss: 0.0312137 | val_loss: 0.0312213 | Time: 5601.94 ms [2021-01-19 14:01:54 main:574] : INFO : Epoch 1550 | loss: 0.0312132 | val_loss: 0.031221 | Time: 5600.02 ms [2021-01-19 14:02:00 main:574] : INFO : Epoch 1551 | loss: 0.0312118 | val_loss: 0.0312199 | Time: 5607.54 ms [2021-01-19 14:02:05 main:574] : INFO : Epoch 1552 | loss: 0.0312134 | val_loss: 0.0312198 | Time: 5601.74 ms [2021-01-19 14:02:11 main:574] : INFO : Epoch 1553 | loss: 0.0312129 | val_loss: 0.0312202 | Time: 5601.95 ms [2021-01-19 14:02:17 main:574] : INFO : Epoch 1554 | loss: 0.0312114 | val_loss: 0.0312191 | Time: 5601.44 ms [2021-01-19 14:02:22 main:574] : INFO : Epoch 1555 | loss: 0.0312102 | val_loss: 0.0312178 | Time: 5605.91 ms [2021-01-19 14:02:28 main:574] : INFO : Epoch 1556 | loss: 0.0312095 | val_loss: 0.0312171 | Time: 5602.79 ms [2021-01-19 14:02:34 main:574] : INFO : Epoch 1557 | loss: 0.0312086 | val_loss: 0.0312166 | Time: 5604.92 ms [2021-01-19 14:02:39 main:574] : INFO : Epoch 1558 | loss: 0.031208 | val_loss: 0.0312165 | Time: 5608.94 ms [2021-01-19 14:02:45 main:574] : INFO : Epoch 1559 | loss: 0.0312075 | val_loss: 0.0312167 | Time: 5604.78 ms [2021-01-19 14:02:51 main:574] : INFO : Epoch 1560 | loss: 0.0312085 | val_loss: 0.0312167 | Time: 5604.66 ms [2021-01-19 14:02:56 main:574] : INFO : Epoch 1561 | loss: 0.0312113 | val_loss: 0.0312168 | Time: 5604.34 ms [2021-01-19 14:03:02 main:574] : INFO : Epoch 1562 | loss: 0.0312099 | val_loss: 0.0312158 | Time: 5601.76 ms [2021-01-19 14:03:08 main:574] : INFO : Epoch 1563 | loss: 0.0312102 | val_loss: 0.0312168 | Time: 5604.03 ms [2021-01-19 14:03:13 main:574] : INFO : Epoch 1564 | loss: 0.0312094 | val_loss: 0.0312169 | Time: 5593.74 ms [2021-01-19 14:03:19 main:574] : INFO : Epoch 1565 | loss: 0.031211 | val_loss: 0.0312178 | Time: 5610.11 ms [2021-01-19 14:03:25 main:574] : INFO : Epoch 1566 | loss: 0.0312112 | val_loss: 0.0312224 | Time: 5605.93 ms [2021-01-19 14:03:30 main:574] : INFO : Epoch 1567 | loss: 0.0312106 | val_loss: 0.0312174 | Time: 5605.89 ms [2021-01-19 14:03:36 main:574] : INFO : Epoch 1568 | loss: 0.0312088 | val_loss: 0.0312157 | Time: 5603.93 ms [2021-01-19 14:03:41 main:574] : INFO : Epoch 1569 | loss: 0.031208 | val_loss: 0.0312156 | Time: 5609.71 ms [2021-01-19 14:03:47 main:574] : INFO : Epoch 1570 | loss: 0.0312111 | val_loss: 0.0312147 | Time: 5613.29 ms [2021-01-19 14:03:53 main:574] : INFO : Epoch 1571 | loss: 0.0312092 | val_loss: 0.0312155 | Time: 5603.05 ms [2021-01-19 14:03:58 main:574] : INFO : Epoch 1572 | loss: 0.0312078 | val_loss: 0.0312156 | Time: 5610.02 ms [2021-01-19 14:04:04 main:574] : INFO : Epoch 1573 | loss: 0.0312068 | val_loss: 0.0312143 | Time: 5604.79 ms [2021-01-19 14:04:10 main:574] : INFO : Epoch 1574 | loss: 0.0312074 | val_loss: 0.031216 | Time: 5603.54 ms [2021-01-19 14:04:15 main:574] : INFO : Epoch 1575 | loss: 0.0312085 | val_loss: 0.0312145 | Time: 5615.69 ms [2021-01-19 14:04:21 main:574] : INFO : Epoch 1576 | loss: 0.0312071 | val_loss: 0.0312157 | Time: 5604.32 ms [2021-01-19 14:04:27 main:574] : INFO : Epoch 1577 | loss: 0.0312071 | val_loss: 0.0312159 | Time: 5604.92 ms [2021-01-19 14:04:32 main:574] : INFO : Epoch 1578 | loss: 0.0312072 | val_loss: 0.031217 | Time: 5605.33 ms [2021-01-19 14:04:38 main:574] : INFO : Epoch 1579 | loss: 0.0312076 | val_loss: 0.0312167 | Time: 5603.14 ms [2021-01-19 14:04:44 main:574] : INFO : Epoch 1580 | loss: 0.0312129 | val_loss: 0.0312209 | Time: 5607.25 ms [2021-01-19 14:04:49 main:574] : INFO : Epoch 1581 | loss: 0.0312148 | val_loss: 0.0312258 | Time: 5610.76 ms [2021-01-19 14:04:55 main:574] : INFO : Epoch 1582 | loss: 0.0312126 | val_loss: 0.031222 | Time: 5598.02 ms [2021-01-19 14:05:01 main:574] : INFO : Epoch 1583 | loss: 0.0312089 | val_loss: 0.0312189 | Time: 5605.07 ms [2021-01-19 14:05:06 main:574] : INFO : Epoch 1584 | loss: 0.0312085 | val_loss: 0.0312181 | Time: 5603.02 ms [2021-01-19 14:05:12 main:574] : INFO : Epoch 1585 | loss: 0.0312093 | val_loss: 0.0312181 | Time: 5602.88 ms [2021-01-19 14:05:18 main:574] : INFO : Epoch 1586 | loss: 0.0312068 | val_loss: 0.0312186 | Time: 5598.54 ms [2021-01-19 14:05:23 main:574] : INFO : Epoch 1587 | loss: 0.0312064 | val_loss: 0.0312174 | Time: 5605.99 ms [2021-01-19 14:05:29 main:574] : INFO : Epoch 1588 | loss: 0.0312054 | val_loss: 0.0312186 | Time: 5611.44 ms [2021-01-19 14:05:35 main:574] : INFO : Epoch 1589 | loss: 0.0312059 | val_loss: 0.0312171 | Time: 5599.05 ms [2021-01-19 14:05:40 main:574] : INFO : Epoch 1590 | loss: 0.0312057 | val_loss: 0.0312218 | Time: 5605.53 ms [2021-01-19 14:05:46 main:574] : INFO : Epoch 1591 | loss: 0.0312084 | val_loss: 0.0312186 | Time: 5598.08 ms [2021-01-19 14:05:51 main:574] : INFO : Epoch 1592 | loss: 0.0312066 | val_loss: 0.0312184 | Time: 5608.12 ms [2021-01-19 14:05:57 main:574] : INFO : Epoch 1593 | loss: 0.0312072 | val_loss: 0.0312181 | Time: 5605.85 ms [2021-01-19 14:06:03 main:574] : INFO : Epoch 1594 | loss: 0.031207 | val_loss: 0.0312177 | Time: 5603.02 ms [2021-01-19 14:06:08 main:574] : INFO : Epoch 1595 | loss: 0.0312101 | val_loss: 0.0312179 | Time: 5600.98 ms [2021-01-19 14:06:14 main:574] : INFO : Epoch 1596 | loss: 0.0312088 | val_loss: 0.031217 | Time: 5606.47 ms [2021-01-19 14:06:20 main:574] : INFO : Epoch 1597 | loss: 0.0312066 | val_loss: 0.0312175 | Time: 5606.5 ms [2021-01-19 14:06:25 main:574] : INFO : Epoch 1598 | loss: 0.0312068 | val_loss: 0.0312186 | Time: 5601.83 ms [2021-01-19 14:06:31 main:574] : INFO : Epoch 1599 | loss: 0.0312069 | val_loss: 0.0312172 | Time: 5611.83 ms [2021-01-19 14:06:37 main:574] : INFO : Epoch 1600 | loss: 0.0312064 | val_loss: 0.0312198 | Time: 5604.14 ms [2021-01-19 14:06:42 main:574] : INFO : Epoch 1601 | loss: 0.0312072 | val_loss: 0.0312198 | Time: 5603.36 ms [2021-01-19 14:06:48 main:574] : INFO : Epoch 1602 | loss: 0.0312061 | val_loss: 0.0312205 | Time: 5603.79 ms [2021-01-19 14:06:54 main:574] : INFO : Epoch 1603 | loss: 0.0312064 | val_loss: 0.0312168 | Time: 5601.87 ms [2021-01-19 14:06:59 main:574] : INFO : Epoch 1604 | loss: 0.0312065 | val_loss: 0.0312207 | Time: 5602.02 ms [2021-01-19 14:07:05 main:574] : INFO : Epoch 1605 | loss: 0.0312067 | val_loss: 0.0312167 | Time: 5609.33 ms [2021-01-19 14:07:11 main:574] : INFO : Epoch 1606 | loss: 0.0312049 | val_loss: 0.0312192 | Time: 5606.81 ms [2021-01-19 14:07:16 main:574] : INFO : Epoch 1607 | loss: 0.0312048 | val_loss: 0.0312169 | Time: 5600.45 ms [2021-01-19 14:07:22 main:574] : INFO : Epoch 1608 | loss: 0.0312033 | val_loss: 0.0312163 | Time: 5604.18 ms [2021-01-19 14:07:28 main:574] : INFO : Epoch 1609 | loss: 0.0312037 | val_loss: 0.0312177 | Time: 5602.37 ms [2021-01-19 14:07:33 main:574] : INFO : Epoch 1610 | loss: 0.0312044 | val_loss: 0.0312175 | Time: 5598.2 ms [2021-01-19 14:07:39 main:574] : INFO : Epoch 1611 | loss: 0.0312035 | val_loss: 0.0312168 | Time: 5599.29 ms [2021-01-19 14:07:44 main:574] : INFO : Epoch 1612 | loss: 0.031203 | val_loss: 0.0312164 | Time: 5607.09 ms [2021-01-19 14:07:50 main:574] : INFO : Epoch 1613 | loss: 0.0312031 | val_loss: 0.0312153 | Time: 5601 ms [2021-01-19 14:07:56 main:574] : INFO : Epoch 1614 | loss: 0.0312048 | val_loss: 0.0312164 | Time: 5599.97 ms [2021-01-19 14:08:01 main:574] : INFO : Epoch 1615 | loss: 0.0312054 | val_loss: 0.0312164 | Time: 5601.47 ms [2021-01-19 14:08:07 main:574] : INFO : Epoch 1616 | loss: 0.0312043 | val_loss: 0.0312168 | Time: 5606.31 ms [2021-01-19 14:08:13 main:574] : INFO : Epoch 1617 | loss: 0.0312045 | val_loss: 0.0312162 | Time: 5605.76 ms [2021-01-19 14:08:18 main:574] : INFO : Epoch 1618 | loss: 0.0312041 | val_loss: 0.0312177 | Time: 5601.21 ms [2021-01-19 14:08:24 main:574] : INFO : Epoch 1619 | loss: 0.0312033 | val_loss: 0.0312174 | Time: 5602.19 ms [2021-01-19 14:08:30 main:574] : INFO : Epoch 1620 | loss: 0.0312027 | val_loss: 0.0312169 | Time: 5609.96 ms [2021-01-19 14:08:35 main:574] : INFO : Epoch 1621 | loss: 0.031203 | val_loss: 0.0312171 | Time: 5604.77 ms [2021-01-19 14:08:41 main:574] : INFO : Epoch 1622 | loss: 0.0312027 | val_loss: 0.0312162 | Time: 5610.28 ms [2021-01-19 14:08:47 main:574] : INFO : Epoch 1623 | loss: 0.0312022 | val_loss: 0.0312164 | Time: 5602.31 ms [2021-01-19 14:08:52 main:574] : INFO : Epoch 1624 | loss: 0.031203 | val_loss: 0.031216 | Time: 5606.38 ms [2021-01-19 14:08:58 main:574] : INFO : Epoch 1625 | loss: 0.0312033 | val_loss: 0.0312163 | Time: 5605.69 ms [2021-01-19 14:09:04 main:574] : INFO : Epoch 1626 | loss: 0.0312037 | val_loss: 0.0312155 | Time: 5600.56 ms [2021-01-19 14:09:09 main:574] : INFO : Epoch 1627 | loss: 0.0312027 | val_loss: 0.0312167 | Time: 5596.81 ms [2021-01-19 14:09:15 main:574] : INFO : Epoch 1628 | loss: 0.0312036 | val_loss: 0.0312192 | Time: 5599.76 ms [2021-01-19 14:09:20 main:574] : INFO : Epoch 1629 | loss: 0.0312031 | val_loss: 0.0312169 | Time: 5594.92 ms [2021-01-19 14:09:26 main:574] : INFO : Epoch 1630 | loss: 0.0312019 | val_loss: 0.0312171 | Time: 5600.19 ms [2021-01-19 14:09:32 main:574] : INFO : Epoch 1631 | loss: 0.0312036 | val_loss: 0.0312258 | Time: 5600.46 ms [2021-01-19 14:09:37 main:574] : INFO : Epoch 1632 | loss: 0.0312155 | val_loss: 0.0312272 | Time: 5601.66 ms [2021-01-19 14:09:43 main:574] : INFO : Epoch 1633 | loss: 0.0312192 | val_loss: 0.0312273 | Time: 5605.42 ms [2021-01-19 14:09:49 main:574] : INFO : Epoch 1634 | loss: 0.0312183 | val_loss: 0.031224 | Time: 5604.68 ms [2021-01-19 14:09:54 main:574] : INFO : Epoch 1635 | loss: 0.031215 | val_loss: 0.0312277 | Time: 5608.17 ms [2021-01-19 14:10:00 main:574] : INFO : Epoch 1636 | loss: 0.0312182 | val_loss: 0.0312257 | Time: 5609.92 ms [2021-01-19 14:10:06 main:574] : INFO : Epoch 1637 | loss: 0.0312197 | val_loss: 0.0312262 | Time: 5613.8 ms [2021-01-19 14:10:11 main:574] : INFO : Epoch 1638 | loss: 0.0312179 | val_loss: 0.0312258 | Time: 5607.51 ms [2021-01-19 14:10:17 main:574] : INFO : Epoch 1639 | loss: 0.0312175 | val_loss: 0.0312261 | Time: 5603.94 ms [2021-01-19 14:10:23 main:574] : INFO : Epoch 1640 | loss: 0.0312155 | val_loss: 0.0312296 | Time: 5610.07 ms [2021-01-19 14:10:28 main:574] : INFO : Epoch 1641 | loss: 0.0312158 | val_loss: 0.0312254 | Time: 5603.85 ms [2021-01-19 14:10:34 main:574] : INFO : Epoch 1642 | loss: 0.0312139 | val_loss: 0.031224 | Time: 5603.07 ms [2021-01-19 14:10:40 main:574] : INFO : Epoch 1643 | loss: 0.0312137 | val_loss: 0.0312242 | Time: 5609.06 ms [2021-01-19 14:10:45 main:574] : INFO : Epoch 1644 | loss: 0.0312141 | val_loss: 0.031223 | Time: 5610.04 ms [2021-01-19 14:10:51 main:574] : INFO : Epoch 1645 | loss: 0.0312148 | val_loss: 0.0312249 | Time: 5597.8 ms [2021-01-19 14:10:57 main:574] : INFO : Epoch 1646 | loss: 0.0312146 | val_loss: 0.031224 | Time: 5612.4 ms [2021-01-19 14:11:02 main:574] : INFO : Epoch 1647 | loss: 0.0312145 | val_loss: 0.0312228 | Time: 5601.11 ms [2021-01-19 14:11:08 main:574] : INFO : Epoch 1648 | loss: 0.0312139 | val_loss: 0.031224 | Time: 5603.94 ms [2021-01-19 14:11:13 main:574] : INFO : Epoch 1649 | loss: 0.0312134 | val_loss: 0.0312229 | Time: 5601.56 ms [2021-01-19 14:11:19 main:574] : INFO : Epoch 1650 | loss: 0.0312133 | val_loss: 0.0312234 | Time: 5614.04 ms [2021-01-19 14:11:25 main:574] : INFO : Epoch 1651 | loss: 0.031213 | val_loss: 0.0312222 | Time: 5608.02 ms [2021-01-19 14:11:30 main:574] : INFO : Epoch 1652 | loss: 0.0312146 | val_loss: 0.0312262 | Time: 5606.53 ms [2021-01-19 14:11:36 main:574] : INFO : Epoch 1653 | loss: 0.0312177 | val_loss: 0.0312238 | Time: 5607.79 ms [2021-01-19 14:11:42 main:574] : INFO : Epoch 1654 | loss: 0.0312172 | val_loss: 0.0312248 | Time: 5602.85 ms [2021-01-19 14:11:47 main:574] : INFO : Epoch 1655 | loss: 0.0312171 | val_loss: 0.0312255 | Time: 5602.4 ms [2021-01-19 14:11:53 main:574] : INFO : Epoch 1656 | loss: 0.031216 | val_loss: 0.031225 | Time: 5604.09 ms [2021-01-19 14:11:59 main:574] : INFO : Epoch 1657 | loss: 0.0312164 | val_loss: 0.0312243 | Time: 5599.21 ms [2021-01-19 14:12:04 main:574] : INFO : Epoch 1658 | loss: 0.0312189 | val_loss: 0.0312348 | Time: 5604.47 ms [2021-01-19 14:12:10 main:574] : INFO : Epoch 1659 | loss: 0.0312199 | val_loss: 0.0312269 | Time: 5605.41 ms [2021-01-19 14:12:16 main:574] : INFO : Epoch 1660 | loss: 0.0312148 | val_loss: 0.0312227 | Time: 5597.07 ms [2021-01-19 14:12:21 main:574] : INFO : Epoch 1661 | loss: 0.0312134 | val_loss: 0.0312237 | Time: 5600.96 ms [2021-01-19 14:12:27 main:574] : INFO : Epoch 1662 | loss: 0.0312123 | val_loss: 0.0312242 | Time: 5603.9 ms [2021-01-19 14:12:33 main:574] : INFO : Epoch 1663 | loss: 0.0312127 | val_loss: 0.0312248 | Time: 5611.49 ms [2021-01-19 14:12:38 main:574] : INFO : Epoch 1664 | loss: 0.0312127 | val_loss: 0.031225 | Time: 5606.52 ms [2021-01-19 14:12:44 main:574] : INFO : Epoch 1665 | loss: 0.0312114 | val_loss: 0.0312259 | Time: 5607.41 ms [2021-01-19 14:12:50 main:574] : INFO : Epoch 1666 | loss: 0.0312128 | val_loss: 0.031224 | Time: 5605.52 ms [2021-01-19 14:12:55 main:574] : INFO : Epoch 1667 | loss: 0.0312114 | val_loss: 0.0312231 | Time: 5604.58 ms [2021-01-19 14:13:01 main:574] : INFO : Epoch 1668 | loss: 0.0312106 | val_loss: 0.031223 | Time: 5615.68 ms [2021-01-19 14:13:07 main:574] : INFO : Epoch 1669 | loss: 0.031211 | val_loss: 0.0312264 | Time: 5598.07 ms [2021-01-19 14:13:12 main:574] : INFO : Epoch 1670 | loss: 0.0312128 | val_loss: 0.0312226 | Time: 5602.77 ms [2021-01-19 14:13:18 main:574] : INFO : Epoch 1671 | loss: 0.0312123 | val_loss: 0.0312306 | Time: 5609.3 ms [2021-01-19 14:13:24 main:574] : INFO : Epoch 1672 | loss: 0.0312152 | val_loss: 0.0312237 | Time: 5601.62 ms [2021-01-19 14:13:29 main:574] : INFO : Epoch 1673 | loss: 0.0312119 | val_loss: 0.0312274 | Time: 5602.32 ms [2021-01-19 14:13:35 main:574] : INFO : Epoch 1674 | loss: 0.0312123 | val_loss: 0.0312269 | Time: 5610.92 ms [2021-01-19 14:13:41 main:574] : INFO : Epoch 1675 | loss: 0.0312109 | val_loss: 0.0312239 | Time: 5610.47 ms [2021-01-19 14:13:46 main:574] : INFO : Epoch 1676 | loss: 0.03121 | val_loss: 0.0312245 | Time: 5602.4 ms [2021-01-19 14:13:52 main:574] : INFO : Epoch 1677 | loss: 0.0312103 | val_loss: 0.0312231 | Time: 5596.88 ms [2021-01-19 14:13:57 main:574] : INFO : Epoch 1678 | loss: 0.0312109 | val_loss: 0.0312235 | Time: 5605.72 ms [2021-01-19 14:14:03 main:574] : INFO : Epoch 1679 | loss: 0.03121 | val_loss: 0.0312249 | Time: 5603.2 ms [2021-01-19 14:14:09 main:574] : INFO : Epoch 1680 | loss: 0.0312105 | val_loss: 0.0312271 | Time: 5600.19 ms [2021-01-19 14:14:14 main:574] : INFO : Epoch 1681 | loss: 0.0312109 | val_loss: 0.0312232 | Time: 5607.25 ms [2021-01-19 14:14:20 main:574] : INFO : Epoch 1682 | loss: 0.0312117 | val_loss: 0.0312271 | Time: 5600.65 ms [2021-01-19 14:14:26 main:574] : INFO : Epoch 1683 | loss: 0.0312091 | val_loss: 0.0312242 | Time: 5609.4 ms [2021-01-19 14:14:31 main:574] : INFO : Epoch 1684 | loss: 0.0312098 | val_loss: 0.0312218 | Time: 5602.11 ms [2021-01-19 14:14:37 main:574] : INFO : Epoch 1685 | loss: 0.0312103 | val_loss: 0.0312236 | Time: 5599.27 ms [2021-01-19 14:14:43 main:574] : INFO : Epoch 1686 | loss: 0.0312113 | val_loss: 0.0312242 | Time: 5597.77 ms [2021-01-19 14:14:48 main:574] : INFO : Epoch 1687 | loss: 0.0312122 | val_loss: 0.0312252 | Time: 5607.84 ms [2021-01-19 14:14:54 main:574] : INFO : Epoch 1688 | loss: 0.0312137 | val_loss: 0.031222 | Time: 5607.15 ms [2021-01-19 14:15:00 main:574] : INFO : Epoch 1689 | loss: 0.031214 | val_loss: 0.0312226 | Time: 5601.37 ms [2021-01-19 14:15:05 main:574] : INFO : Epoch 1690 | loss: 0.0312136 | val_loss: 0.031221 | Time: 5606.76 ms [2021-01-19 14:15:11 main:574] : INFO : Epoch 1691 | loss: 0.0312128 | val_loss: 0.0312215 | Time: 5600.73 ms [2021-01-19 14:15:17 main:574] : INFO : Epoch 1692 | loss: 0.0312116 | val_loss: 0.0312224 | Time: 5612.46 ms [2021-01-19 14:15:22 main:574] : INFO : Epoch 1693 | loss: 0.0312106 | val_loss: 0.0312237 | Time: 5610.19 ms [2021-01-19 14:15:28 main:574] : INFO : Epoch 1694 | loss: 0.0312127 | val_loss: 0.0312278 | Time: 5599.73 ms [2021-01-19 14:15:33 main:574] : INFO : Epoch 1695 | loss: 0.0312174 | val_loss: 0.0312274 | Time: 5604.75 ms [2021-01-19 14:15:39 main:574] : INFO : Epoch 1696 | loss: 0.0312169 | val_loss: 0.0312252 | Time: 5609.46 ms [2021-01-19 14:15:45 main:574] : INFO : Epoch 1697 | loss: 0.0312167 | val_loss: 0.0312243 | Time: 5604.79 ms [2021-01-19 14:15:50 main:574] : INFO : Epoch 1698 | loss: 0.031214 | val_loss: 0.0312271 | Time: 5594.49 ms [2021-01-19 14:15:56 main:574] : INFO : Epoch 1699 | loss: 0.0312142 | val_loss: 0.0312209 | Time: 5596.75 ms [2021-01-19 14:16:02 main:574] : INFO : Epoch 1700 | loss: 0.0312091 | val_loss: 0.0312248 | Time: 5608.71 ms [2021-01-19 14:16:07 main:574] : INFO : Epoch 1701 | loss: 0.0312089 | val_loss: 0.0312203 | Time: 5598.31 ms [2021-01-19 14:16:13 main:574] : INFO : Epoch 1702 | loss: 0.0312053 | val_loss: 0.0312175 | Time: 5617.73 ms [2021-01-19 14:16:19 main:574] : INFO : Epoch 1703 | loss: 0.0312052 | val_loss: 0.031216 | Time: 5605.91 ms [2021-01-19 14:16:24 main:574] : INFO : Epoch 1704 | loss: 0.031205 | val_loss: 0.0312196 | Time: 5596.02 ms [2021-01-19 14:16:30 main:574] : INFO : Epoch 1705 | loss: 0.0312056 | val_loss: 0.0312186 | Time: 5601.31 ms [2021-01-19 14:16:36 main:574] : INFO : Epoch 1706 | loss: 0.0312044 | val_loss: 0.031215 | Time: 5603.83 ms [2021-01-19 14:16:41 main:574] : INFO : Epoch 1707 | loss: 0.0312024 | val_loss: 0.0312155 | Time: 5607.98 ms [2021-01-19 14:16:47 main:574] : INFO : Epoch 1708 | loss: 0.0312023 | val_loss: 0.0312156 | Time: 5604.87 ms [2021-01-19 14:16:53 main:574] : INFO : Epoch 1709 | loss: 0.031203 | val_loss: 0.0312145 | Time: 5608.85 ms [2021-01-19 14:16:58 main:574] : INFO : Epoch 1710 | loss: 0.0312022 | val_loss: 0.0312143 | Time: 5596.84 ms [2021-01-19 14:17:04 main:574] : INFO : Epoch 1711 | loss: 0.0312024 | val_loss: 0.0312198 | Time: 5602.38 ms [2021-01-19 14:17:10 main:574] : INFO : Epoch 1712 | loss: 0.0312029 | val_loss: 0.0312158 | Time: 5600.3 ms [2021-01-19 14:17:15 main:574] : INFO : Epoch 1713 | loss: 0.0312025 | val_loss: 0.031215 | Time: 5610.78 ms [2021-01-19 14:17:21 main:574] : INFO : Epoch 1714 | loss: 0.0312033 | val_loss: 0.0312145 | Time: 5602.52 ms [2021-01-19 14:17:26 main:574] : INFO : Epoch 1715 | loss: 0.0312034 | val_loss: 0.0312154 | Time: 5600.1 ms [2021-01-19 14:17:32 main:574] : INFO : Epoch 1716 | loss: 0.0312024 | val_loss: 0.0312118 | Time: 5596.72 ms [2021-01-19 14:17:38 main:574] : INFO : Epoch 1717 | loss: 0.0312025 | val_loss: 0.0312109 | Time: 5606.52 ms [2021-01-19 14:17:43 main:574] : INFO : Epoch 1718 | loss: 0.0312037 | val_loss: 0.0312126 | Time: 5601.65 ms [2021-01-19 14:17:49 main:574] : INFO : Epoch 1719 | loss: 0.031203 | val_loss: 0.0312122 | Time: 5600.92 ms [2021-01-19 14:17:55 main:574] : INFO : Epoch 1720 | loss: 0.0312041 | val_loss: 0.0312121 | Time: 5600.63 ms [2021-01-19 14:18:00 main:574] : INFO : Epoch 1721 | loss: 0.031202 | val_loss: 0.0312126 | Time: 5611.62 ms [2021-01-19 14:18:06 main:574] : INFO : Epoch 1722 | loss: 0.031201 | val_loss: 0.031213 | Time: 5605.9 ms [2021-01-19 14:18:12 main:574] : INFO : Epoch 1723 | loss: 0.0312006 | val_loss: 0.0312102 | Time: 5605.09 ms [2021-01-19 14:18:17 main:574] : INFO : Epoch 1724 | loss: 0.0312025 | val_loss: 0.0312165 | Time: 5598.11 ms [2021-01-19 14:18:23 main:574] : INFO : Epoch 1725 | loss: 0.0312028 | val_loss: 0.0312136 | Time: 5598.5 ms [2021-01-19 14:18:29 main:574] : INFO : Epoch 1726 | loss: 0.0312022 | val_loss: 0.0312118 | Time: 5609.85 ms [2021-01-19 14:18:34 main:574] : INFO : Epoch 1727 | loss: 0.0312032 | val_loss: 0.0312148 | Time: 5601.83 ms [2021-01-19 14:18:40 main:574] : INFO : Epoch 1728 | loss: 0.0312035 | val_loss: 0.0312155 | Time: 5616.46 ms [2021-01-19 14:18:46 main:574] : INFO : Epoch 1729 | loss: 0.0312036 | val_loss: 0.0312173 | Time: 5602.81 ms [2021-01-19 14:18:51 main:574] : INFO : Epoch 1730 | loss: 0.031202 | val_loss: 0.0312123 | Time: 5606.67 ms [2021-01-19 14:18:57 main:574] : INFO : Epoch 1731 | loss: 0.0312016 | val_loss: 0.0312141 | Time: 5601.98 ms [2021-01-19 14:19:03 main:574] : INFO : Epoch 1732 | loss: 0.0312021 | val_loss: 0.0312139 | Time: 5602.59 ms [2021-01-19 14:19:08 main:574] : INFO : Epoch 1733 | loss: 0.0312016 | val_loss: 0.0312146 | Time: 5603.17 ms [2021-01-19 14:19:14 main:574] : INFO : Epoch 1734 | loss: 0.0312028 | val_loss: 0.0312133 | Time: 5622.2 ms [2021-01-19 14:19:20 main:574] : INFO : Epoch 1735 | loss: 0.0312029 | val_loss: 0.0312133 | Time: 5601.76 ms [2021-01-19 14:19:25 main:574] : INFO : Epoch 1736 | loss: 0.0312047 | val_loss: 0.0312136 | Time: 5600.76 ms [2021-01-19 14:19:31 main:574] : INFO : Epoch 1737 | loss: 0.0312046 | val_loss: 0.0312136 | Time: 5606.17 ms [2021-01-19 14:19:36 main:574] : INFO : Epoch 1738 | loss: 0.0312062 | val_loss: 0.0312136 | Time: 5607.78 ms [2021-01-19 14:19:42 main:574] : INFO : Epoch 1739 | loss: 0.031205 | val_loss: 0.0312107 | Time: 5603.38 ms [2021-01-19 14:19:48 main:574] : INFO : Epoch 1740 | loss: 0.0312038 | val_loss: 0.0312115 | Time: 5604.66 ms [2021-01-19 14:19:53 main:574] : INFO : Epoch 1741 | loss: 0.0312044 | val_loss: 0.0312111 | Time: 5598.52 ms [2021-01-19 14:19:59 main:574] : INFO : Epoch 1742 | loss: 0.0312028 | val_loss: 0.0312123 | Time: 5606.1 ms [2021-01-19 14:20:05 main:574] : INFO : Epoch 1743 | loss: 0.0312033 | val_loss: 0.0312096 | Time: 5603.23 ms [2021-01-19 14:20:10 main:574] : INFO : Epoch 1744 | loss: 0.0312028 | val_loss: 0.0312085 | Time: 5609.4 ms [2021-01-19 14:20:16 main:574] : INFO : Epoch 1745 | loss: 0.0312016 | val_loss: 0.0312108 | Time: 5606.23 ms [2021-01-19 14:20:22 main:574] : INFO : Epoch 1746 | loss: 0.0312029 | val_loss: 0.0312104 | Time: 5609.17 ms [2021-01-19 14:20:27 main:574] : INFO : Epoch 1747 | loss: 0.0312062 | val_loss: 0.0312187 | Time: 5604.52 ms [2021-01-19 14:20:33 main:574] : INFO : Epoch 1748 | loss: 0.0312051 | val_loss: 0.0312125 | Time: 5600.87 ms [2021-01-19 14:20:39 main:574] : INFO : Epoch 1749 | loss: 0.0312028 | val_loss: 0.031211 | Time: 5596.05 ms [2021-01-19 14:20:44 main:574] : INFO : Epoch 1750 | loss: 0.0312005 | val_loss: 0.0312108 | Time: 5606.35 ms [2021-01-19 14:20:50 main:574] : INFO : Epoch 1751 | loss: 0.0312001 | val_loss: 0.0312092 | Time: 5605.99 ms [2021-01-19 14:20:56 main:574] : INFO : Epoch 1752 | loss: 0.0311996 | val_loss: 0.0312102 | Time: 5606.07 ms [2021-01-19 14:21:01 main:574] : INFO : Epoch 1753 | loss: 0.0311996 | val_loss: 0.0312106 | Time: 5601.33 ms [2021-01-19 14:21:07 main:574] : INFO : Epoch 1754 | loss: 0.0312013 | val_loss: 0.0312109 | Time: 5605.83 ms [2021-01-19 14:21:13 main:574] : INFO : Epoch 1755 | loss: 0.0312033 | val_loss: 0.0312125 | Time: 5600.47 ms [2021-01-19 14:21:18 main:574] : INFO : Epoch 1756 | loss: 0.0312025 | val_loss: 0.0312121 | Time: 5604.03 ms [2021-01-19 14:21:24 main:574] : INFO : Epoch 1757 | loss: 0.031202 | val_loss: 0.031213 | Time: 5600.59 ms [2021-01-19 14:21:30 main:574] : INFO : Epoch 1758 | loss: 0.0312014 | val_loss: 0.0312097 | Time: 5604.73 ms [2021-01-19 14:21:35 main:574] : INFO : Epoch 1759 | loss: 0.0312011 | val_loss: 0.0312089 | Time: 5599.45 ms [2021-01-19 14:21:41 main:574] : INFO : Epoch 1760 | loss: 0.0311998 | val_loss: 0.0312102 | Time: 5603.86 ms [2021-01-19 14:21:47 main:574] : INFO : Epoch 1761 | loss: 0.0312004 | val_loss: 0.0312097 | Time: 5603.04 ms [2021-01-19 14:21:52 main:574] : INFO : Epoch 1762 | loss: 0.0312013 | val_loss: 0.03121 | Time: 5608.47 ms [2021-01-19 14:21:58 main:574] : INFO : Epoch 1763 | loss: 0.0311996 | val_loss: 0.0312107 | Time: 5605.88 ms [2021-01-19 14:22:04 main:574] : INFO : Epoch 1764 | loss: 0.0312006 | val_loss: 0.0312096 | Time: 5604.4 ms [2021-01-19 14:22:09 main:574] : INFO : Epoch 1765 | loss: 0.0311994 | val_loss: 0.031209 | Time: 5603.57 ms [2021-01-19 14:22:15 main:574] : INFO : Epoch 1766 | loss: 0.0312001 | val_loss: 0.031209 | Time: 5604.87 ms [2021-01-19 14:22:20 main:574] : INFO : Epoch 1767 | loss: 0.031199 | val_loss: 0.031211 | Time: 5607.31 ms [2021-01-19 14:22:26 main:574] : INFO : Epoch 1768 | loss: 0.031204 | val_loss: 0.0312128 | Time: 5606.2 ms [2021-01-19 14:22:32 main:574] : INFO : Epoch 1769 | loss: 0.0312048 | val_loss: 0.0312171 | Time: 5605.38 ms [2021-01-19 14:22:37 main:574] : INFO : Epoch 1770 | loss: 0.0312179 | val_loss: 0.0312211 | Time: 5600.89 ms [2021-01-19 14:22:43 main:574] : INFO : Epoch 1771 | loss: 0.0312162 | val_loss: 0.0312194 | Time: 5600.02 ms [2021-01-19 14:22:49 main:574] : INFO : Epoch 1772 | loss: 0.0312115 | val_loss: 0.0312162 | Time: 5605.07 ms [2021-01-19 14:22:54 main:574] : INFO : Epoch 1773 | loss: 0.0312102 | val_loss: 0.0312164 | Time: 5611.43 ms [2021-01-19 14:23:00 main:574] : INFO : Epoch 1774 | loss: 0.0312107 | val_loss: 0.031219 | Time: 5599.07 ms [2021-01-19 14:23:06 main:574] : INFO : Epoch 1775 | loss: 0.0312115 | val_loss: 0.0312214 | Time: 5591.98 ms [2021-01-19 14:23:11 main:574] : INFO : Epoch 1776 | loss: 0.0312112 | val_loss: 0.0312179 | Time: 5605.69 ms [2021-01-19 14:23:17 main:574] : INFO : Epoch 1777 | loss: 0.0312092 | val_loss: 0.0312161 | Time: 5601.08 ms [2021-01-19 14:23:23 main:574] : INFO : Epoch 1778 | loss: 0.0312075 | val_loss: 0.0312148 | Time: 5597.49 ms [2021-01-19 14:23:28 main:574] : INFO : Epoch 1779 | loss: 0.0312103 | val_loss: 0.0312177 | Time: 5597.66 ms [2021-01-19 14:23:34 main:574] : INFO : Epoch 1780 | loss: 0.0312067 | val_loss: 0.0312121 | Time: 5605.98 ms [2021-01-19 14:23:40 main:574] : INFO : Epoch 1781 | loss: 0.0312048 | val_loss: 0.031212 | Time: 5604.05 ms [2021-01-19 14:23:45 main:574] : INFO : Epoch 1782 | loss: 0.0312059 | val_loss: 0.0312143 | Time: 5604.07 ms [2021-01-19 14:23:51 main:574] : INFO : Epoch 1783 | loss: 0.0312051 | val_loss: 0.0312125 | Time: 5603.79 ms [2021-01-19 14:23:57 main:574] : INFO : Epoch 1784 | loss: 0.0312041 | val_loss: 0.0312112 | Time: 5601.97 ms [2021-01-19 14:24:02 main:574] : INFO : Epoch 1785 | loss: 0.0312054 | val_loss: 0.0312103 | Time: 5599.81 ms [2021-01-19 14:24:08 main:574] : INFO : Epoch 1786 | loss: 0.0312076 | val_loss: 0.03122 | Time: 5614.77 ms [2021-01-19 14:24:14 main:574] : INFO : Epoch 1787 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 5604.57 ms [2021-01-19 14:24:19 main:574] : INFO : Epoch 1788 | loss: 0.0312088 | val_loss: 0.0312184 | Time: 5601.88 ms [2021-01-19 14:24:25 main:574] : INFO : Epoch 1789 | loss: 0.0312078 | val_loss: 0.0312097 | Time: 5611.58 ms [2021-01-19 14:24:31 main:574] : INFO : Epoch 1790 | loss: 0.0312081 | val_loss: 0.0312182 | Time: 5605.87 ms [2021-01-19 14:24:36 main:574] : INFO : Epoch 1791 | loss: 0.0312096 | val_loss: 0.031219 | Time: 5602.39 ms [2021-01-19 14:24:42 main:574] : INFO : Epoch 1792 | loss: 0.0312092 | val_loss: 0.0312162 | Time: 5602.02 ms [2021-01-19 14:24:48 main:574] : INFO : Epoch 1793 | loss: 0.0312072 | val_loss: 0.0312115 | Time: 5604.06 ms [2021-01-19 14:24:53 main:574] : INFO : Epoch 1794 | loss: 0.0312063 | val_loss: 0.0312124 | Time: 5604.67 ms [2021-01-19 14:24:59 main:574] : INFO : Epoch 1795 | loss: 0.0312056 | val_loss: 0.0312133 | Time: 5604.31 ms [2021-01-19 14:25:04 main:574] : INFO : Epoch 1796 | loss: 0.0312045 | val_loss: 0.0312115 | Time: 5617.28 ms [2021-01-19 14:25:10 main:574] : INFO : Epoch 1797 | loss: 0.0312031 | val_loss: 0.0312108 | Time: 5601.8 ms [2021-01-19 14:25:16 main:574] : INFO : Epoch 1798 | loss: 0.0312035 | val_loss: 0.0312131 | Time: 5605.88 ms [2021-01-19 14:25:21 main:574] : INFO : Epoch 1799 | loss: 0.031204 | val_loss: 0.0312118 | Time: 5604.55 ms [2021-01-19 14:25:27 main:574] : INFO : Epoch 1800 | loss: 0.031204 | val_loss: 0.0312134 | Time: 5607.13 ms [2021-01-19 14:25:33 main:574] : INFO : Epoch 1801 | loss: 0.0312053 | val_loss: 0.031212 | Time: 5599.53 ms [2021-01-19 14:25:38 main:574] : INFO : Epoch 1802 | loss: 0.0312173 | val_loss: 0.0312225 | Time: 5606.66 ms [2021-01-19 14:25:44 main:574] : INFO : Epoch 1803 | loss: 0.0312208 | val_loss: 0.0312215 | Time: 5606.22 ms [2021-01-19 14:25:50 main:574] : INFO : Epoch 1804 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 5605.09 ms [2021-01-19 14:25:55 main:574] : INFO : Epoch 1805 | loss: 0.0312164 | val_loss: 0.0312177 | Time: 5599.52 ms [2021-01-19 14:26:01 main:574] : INFO : Epoch 1806 | loss: 0.0312165 | val_loss: 0.0312158 | Time: 5616.07 ms [2021-01-19 14:26:07 main:574] : INFO : Epoch 1807 | loss: 0.0312128 | val_loss: 0.0312154 | Time: 5604.75 ms [2021-01-19 14:26:12 main:574] : INFO : Epoch 1808 | loss: 0.0312122 | val_loss: 0.0312141 | Time: 5607.44 ms [2021-01-19 14:26:18 main:574] : INFO : Epoch 1809 | loss: 0.031212 | val_loss: 0.0312155 | Time: 5604.96 ms [2021-01-19 14:26:24 main:574] : INFO : Epoch 1810 | loss: 0.0312112 | val_loss: 0.0312154 | Time: 5598.29 ms [2021-01-19 14:26:29 main:574] : INFO : Epoch 1811 | loss: 0.0312104 | val_loss: 0.0312159 | Time: 5600.5 ms [2021-01-19 14:26:35 main:574] : INFO : Epoch 1812 | loss: 0.03121 | val_loss: 0.031214 | Time: 5610.13 ms [2021-01-19 14:26:41 main:574] : INFO : Epoch 1813 | loss: 0.0312094 | val_loss: 0.0312148 | Time: 5607.98 ms [2021-01-19 14:26:46 main:574] : INFO : Epoch 1814 | loss: 0.0312085 | val_loss: 0.0312155 | Time: 5609.02 ms [2021-01-19 14:26:52 main:574] : INFO : Epoch 1815 | loss: 0.0312084 | val_loss: 0.0312141 | Time: 5605.17 ms [2021-01-19 14:26:57 main:574] : INFO : Epoch 1816 | loss: 0.0312071 | val_loss: 0.0312149 | Time: 5604.8 ms [2021-01-19 14:27:03 main:574] : INFO : Epoch 1817 | loss: 0.031207 | val_loss: 0.0312147 | Time: 5605.36 ms [2021-01-19 14:27:09 main:574] : INFO : Epoch 1818 | loss: 0.0312077 | val_loss: 0.0312199 | Time: 5607.16 ms [2021-01-19 14:27:14 main:574] : INFO : Epoch 1819 | loss: 0.0312093 | val_loss: 0.0312181 | Time: 5603.51 ms [2021-01-19 14:27:20 main:574] : INFO : Epoch 1820 | loss: 0.0312081 | val_loss: 0.0312157 | Time: 5599.44 ms [2021-01-19 14:27:26 main:574] : INFO : Epoch 1821 | loss: 0.0312076 | val_loss: 0.0312142 | Time: 5603.86 ms [2021-01-19 14:27:31 main:574] : INFO : Epoch 1822 | loss: 0.0312057 | val_loss: 0.0312131 | Time: 5597.18 ms [2021-01-19 14:27:37 main:574] : INFO : Epoch 1823 | loss: 0.0312061 | val_loss: 0.0312143 | Time: 5604.24 ms [2021-01-19 14:27:43 main:574] : INFO : Epoch 1824 | loss: 0.0312054 | val_loss: 0.0312115 | Time: 5603.67 ms [2021-01-19 14:27:48 main:574] : INFO : Epoch 1825 | loss: 0.0312052 | val_loss: 0.031213 | Time: 5596.41 ms [2021-01-19 14:27:54 main:574] : INFO : Epoch 1826 | loss: 0.0312039 | val_loss: 0.0312133 | Time: 5600.63 ms [2021-01-19 14:28:00 main:574] : INFO : Epoch 1827 | loss: 0.0312048 | val_loss: 0.031212 | Time: 5621.71 ms [2021-01-19 14:28:05 main:574] : INFO : Epoch 1828 | loss: 0.0312042 | val_loss: 0.031213 | Time: 5606.55 ms [2021-01-19 14:28:11 main:574] : INFO : Epoch 1829 | loss: 0.0312048 | val_loss: 0.0312122 | Time: 5608.14 ms [2021-01-19 14:28:17 main:574] : INFO : Epoch 1830 | loss: 0.0312051 | val_loss: 0.0312112 | Time: 5608.58 ms [2021-01-19 14:28:22 main:574] : INFO : Epoch 1831 | loss: 0.0312067 | val_loss: 0.0312141 | Time: 5604.83 ms [2021-01-19 14:28:28 main:574] : INFO : Epoch 1832 | loss: 0.031209 | val_loss: 0.0312144 | Time: 5604.49 ms [2021-01-19 14:28:34 main:574] : INFO : Epoch 1833 | loss: 0.0312094 | val_loss: 0.0312123 | Time: 5604.73 ms [2021-01-19 14:28:39 main:574] : INFO : Epoch 1834 | loss: 0.0312091 | val_loss: 0.0312124 | Time: 5601.52 ms [2021-01-19 14:28:45 main:574] : INFO : Epoch 1835 | loss: 0.0312103 | val_loss: 0.0312118 | Time: 5609.45 ms [2021-01-19 14:28:51 main:574] : INFO : Epoch 1836 | loss: 0.0312091 | val_loss: 0.031212 | Time: 5606.32 ms [2021-01-19 14:28:56 main:574] : INFO : Epoch 1837 | loss: 0.031206 | val_loss: 0.0312094 | Time: 5604.17 ms [2021-01-19 14:29:02 main:574] : INFO : Epoch 1838 | loss: 0.0312054 | val_loss: 0.0312092 | Time: 5602.94 ms [2021-01-19 14:29:08 main:574] : INFO : Epoch 1839 | loss: 0.0312052 | val_loss: 0.0312103 | Time: 5602.76 ms [2021-01-19 14:29:13 main:574] : INFO : Epoch 1840 | loss: 0.0312061 | val_loss: 0.0312106 | Time: 5613.96 ms [2021-01-19 14:29:19 main:574] : INFO : Epoch 1841 | loss: 0.0312059 | val_loss: 0.0312105 | Time: 5601.24 ms [2021-01-19 14:29:24 main:574] : INFO : Epoch 1842 | loss: 0.0312061 | val_loss: 0.0312095 | Time: 5593.6 ms [2021-01-19 14:29:30 main:574] : INFO : Epoch 1843 | loss: 0.0312062 | val_loss: 0.031209 | Time: 5605.31 ms [2021-01-19 14:29:36 main:574] : INFO : Epoch 1844 | loss: 0.0312047 | val_loss: 0.031209 | Time: 5603.37 ms [2021-01-19 14:29:41 main:574] : INFO : Epoch 1845 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 5607.77 ms [2021-01-19 14:29:47 main:574] : INFO : Epoch 1846 | loss: 0.031204 | val_loss: 0.0312115 | Time: 5602.24 ms [2021-01-19 14:29:53 main:574] : INFO : Epoch 1847 | loss: 0.0312057 | val_loss: 0.031208 | Time: 5600.14 ms [2021-01-19 14:29:58 main:574] : INFO : Epoch 1848 | loss: 0.0312058 | val_loss: 0.0312135 | Time: 5613.89 ms [2021-01-19 14:30:04 main:574] : INFO : Epoch 1849 | loss: 0.031204 | val_loss: 0.0312097 | Time: 5606.61 ms [2021-01-19 14:30:10 main:574] : INFO : Epoch 1850 | loss: 0.0312065 | val_loss: 0.0312092 | Time: 5601.3 ms [2021-01-19 14:30:15 main:574] : INFO : Epoch 1851 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 5600.7 ms [2021-01-19 14:30:21 main:574] : INFO : Epoch 1852 | loss: 0.0312028 | val_loss: 0.0312099 | Time: 5603.01 ms [2021-01-19 14:30:27 main:574] : INFO : Epoch 1853 | loss: 0.0312035 | val_loss: 0.0312076 | Time: 5607.09 ms [2021-01-19 14:30:32 main:574] : INFO : Epoch 1854 | loss: 0.0312032 | val_loss: 0.0312076 | Time: 5608.31 ms [2021-01-19 14:30:38 main:574] : INFO : Epoch 1855 | loss: 0.0312036 | val_loss: 0.0312132 | Time: 5606.15 ms [2021-01-19 14:30:44 main:574] : INFO : Epoch 1856 | loss: 0.031203 | val_loss: 0.03121 | Time: 5609.27 ms [2021-01-19 14:30:49 main:574] : INFO : Epoch 1857 | loss: 0.0312068 | val_loss: 0.0312116 | Time: 5603.55 ms [2021-01-19 14:30:55 main:574] : INFO : Epoch 1858 | loss: 0.0312098 | val_loss: 0.0312136 | Time: 5596.24 ms [2021-01-19 14:31:01 main:574] : INFO : Epoch 1859 | loss: 0.0312069 | val_loss: 0.031211 | Time: 5611.97 ms [2021-01-19 14:31:06 main:574] : INFO : Epoch 1860 | loss: 0.031205 | val_loss: 0.0312098 | Time: 5601.18 ms [2021-01-19 14:31:12 main:574] : INFO : Epoch 1861 | loss: 0.0312063 | val_loss: 0.0312134 | Time: 5601.17 ms [2021-01-19 14:31:17 main:574] : INFO : Epoch 1862 | loss: 0.0312072 | val_loss: 0.0312109 | Time: 5605.97 ms [2021-01-19 14:31:23 main:574] : INFO : Epoch 1863 | loss: 0.0312079 | val_loss: 0.0312102 | Time: 5605.66 ms [2021-01-19 14:31:29 main:574] : INFO : Epoch 1864 | loss: 0.0312066 | val_loss: 0.0312107 | Time: 5603.9 ms [2021-01-19 14:31:34 main:574] : INFO : Epoch 1865 | loss: 0.0312067 | val_loss: 0.0312108 | Time: 5601.96 ms [2021-01-19 14:31:40 main:574] : INFO : Epoch 1866 | loss: 0.0312064 | val_loss: 0.0312098 | Time: 5606.57 ms [2021-01-19 14:31:46 main:574] : INFO : Epoch 1867 | loss: 0.0312054 | val_loss: 0.0312099 | Time: 5605.81 ms [2021-01-19 14:31:51 main:574] : INFO : Epoch 1868 | loss: 0.031205 | val_loss: 0.0312104 | Time: 5602.71 ms [2021-01-19 14:31:57 main:574] : INFO : Epoch 1869 | loss: 0.0312046 | val_loss: 0.031212 | Time: 5609.35 ms [2021-01-19 14:32:03 main:574] : INFO : Epoch 1870 | loss: 0.0312069 | val_loss: 0.0312141 | Time: 5605 ms [2021-01-19 14:32:08 main:574] : INFO : Epoch 1871 | loss: 0.0312061 | val_loss: 0.0312105 | Time: 5604.42 ms [2021-01-19 14:32:14 main:574] : INFO : Epoch 1872 | loss: 0.0312045 | val_loss: 0.0312086 | Time: 5606.2 ms [2021-01-19 14:32:20 main:574] : INFO : Epoch 1873 | loss: 0.0312041 | val_loss: 0.0312078 | Time: 5605.23 ms [2021-01-19 14:32:25 main:574] : INFO : Epoch 1874 | loss: 0.0312029 | val_loss: 0.0312091 | Time: 5602.01 ms [2021-01-19 14:32:31 main:574] : INFO : Epoch 1875 | loss: 0.0312026 | val_loss: 0.0312078 | Time: 5603.32 ms [2021-01-19 14:32:37 main:574] : INFO : Epoch 1876 | loss: 0.0312031 | val_loss: 0.031208 | Time: 5611.95 ms [2021-01-19 14:32:42 main:574] : INFO : Epoch 1877 | loss: 0.0312019 | val_loss: 0.0312081 | Time: 5614.13 ms [2021-01-19 14:32:48 main:574] : INFO : Epoch 1878 | loss: 0.0312006 | val_loss: 0.0312076 | Time: 5609.55 ms [2021-01-19 14:32:54 main:574] : INFO : Epoch 1879 | loss: 0.031201 | val_loss: 0.0312092 | Time: 5608.31 ms [2021-01-19 14:32:59 main:574] : INFO : Epoch 1880 | loss: 0.0312012 | val_loss: 0.0312093 | Time: 5620.72 ms [2021-01-19 14:33:05 main:574] : INFO : Epoch 1881 | loss: 0.0312013 | val_loss: 0.0312081 | Time: 5607.56 ms [2021-01-19 14:33:11 main:574] : INFO : Epoch 1882 | loss: 0.0312022 | val_loss: 0.0312084 | Time: 5608.29 ms [2021-01-19 14:33:16 main:574] : INFO : Epoch 1883 | loss: 0.0312021 | val_loss: 0.0312075 | Time: 5602.04 ms [2021-01-19 14:33:22 main:574] : INFO : Epoch 1884 | loss: 0.0312005 | val_loss: 0.0312073 | Time: 5612.94 ms [2021-01-19 14:33:28 main:574] : INFO : Epoch 1885 | loss: 0.0311996 | val_loss: 0.0312069 | Time: 5600.2 ms [2021-01-19 14:33:33 main:574] : INFO : Epoch 1886 | loss: 0.0311994 | val_loss: 0.0312072 | Time: 5611.53 ms [2021-01-19 14:33:39 main:574] : INFO : Epoch 1887 | loss: 0.0311988 | val_loss: 0.0312079 | Time: 5605.29 ms [2021-01-19 14:33:44 main:574] : INFO : Epoch 1888 | loss: 0.0312003 | val_loss: 0.0312089 | Time: 5605.56 ms [2021-01-19 14:33:50 main:574] : INFO : Epoch 1889 | loss: 0.0312021 | val_loss: 0.0312124 | Time: 5608.93 ms [2021-01-19 14:33:56 main:574] : INFO : Epoch 1890 | loss: 0.0311995 | val_loss: 0.0312078 | Time: 5602.63 ms [2021-01-19 14:34:01 main:574] : INFO : Epoch 1891 | loss: 0.0311981 | val_loss: 0.0312089 | Time: 5605.85 ms [2021-01-19 14:34:07 main:574] : INFO : Epoch 1892 | loss: 0.0311986 | val_loss: 0.031207 | Time: 5600.56 ms [2021-01-19 14:34:13 main:574] : INFO : Epoch 1893 | loss: 0.0312001 | val_loss: 0.0312093 | Time: 5612.69 ms [2021-01-19 14:34:18 main:574] : INFO : Epoch 1894 | loss: 0.0311995 | val_loss: 0.0312097 | Time: 5603.29 ms [2021-01-19 14:34:24 main:574] : INFO : Epoch 1895 | loss: 0.0311994 | val_loss: 0.0312096 | Time: 5599.62 ms [2021-01-19 14:34:30 main:574] : INFO : Epoch 1896 | loss: 0.0311985 | val_loss: 0.0312087 | Time: 5601.01 ms [2021-01-19 14:34:35 main:574] : INFO : Epoch 1897 | loss: 0.0311977 | val_loss: 0.0312078 | Time: 5606.96 ms [2021-01-19 14:34:41 main:574] : INFO : Epoch 1898 | loss: 0.0311974 | val_loss: 0.0312099 | Time: 5614.92 ms [2021-01-19 14:34:47 main:574] : INFO : Epoch 1899 | loss: 0.0311996 | val_loss: 0.0312145 | Time: 5604.06 ms [2021-01-19 14:34:52 main:574] : INFO : Epoch 1900 | loss: 0.0312008 | val_loss: 0.0312095 | Time: 5605.54 ms [2021-01-19 14:34:58 main:574] : INFO : Epoch 1901 | loss: 0.0311978 | val_loss: 0.0312079 | Time: 5607.26 ms [2021-01-19 14:35:04 main:574] : INFO : Epoch 1902 | loss: 0.0311971 | val_loss: 0.0312068 | Time: 5606.81 ms [2021-01-19 14:35:09 main:574] : INFO : Epoch 1903 | loss: 0.0311971 | val_loss: 0.0312094 | Time: 5604.77 ms [2021-01-19 14:35:15 main:574] : INFO : Epoch 1904 | loss: 0.031199 | val_loss: 0.0312077 | Time: 5608.06 ms [2021-01-19 14:35:21 main:574] : INFO : Epoch 1905 | loss: 0.0311985 | val_loss: 0.0312074 | Time: 5605.69 ms [2021-01-19 14:35:26 main:574] : INFO : Epoch 1906 | loss: 0.0311978 | val_loss: 0.0312108 | Time: 5608.47 ms [2021-01-19 14:35:32 main:574] : INFO : Epoch 1907 | loss: 0.0311969 | val_loss: 0.0312064 | Time: 5602.43 ms [2021-01-19 14:35:38 main:574] : INFO : Epoch 1908 | loss: 0.0312018 | val_loss: 0.0312145 | Time: 5605.93 ms [2021-01-19 14:35:43 main:574] : INFO : Epoch 1909 | loss: 0.0312064 | val_loss: 0.0312144 | Time: 5611.47 ms [2021-01-19 14:35:49 main:574] : INFO : Epoch 1910 | loss: 0.0312032 | val_loss: 0.0312094 | Time: 5612.05 ms [2021-01-19 14:35:54 main:574] : INFO : Epoch 1911 | loss: 0.0312017 | val_loss: 0.0312124 | Time: 5600.68 ms [2021-01-19 14:36:00 main:574] : INFO : Epoch 1912 | loss: 0.0312035 | val_loss: 0.0312127 | Time: 5615.93 ms [2021-01-19 14:36:06 main:574] : INFO : Epoch 1913 | loss: 0.0312019 | val_loss: 0.031211 | Time: 5602.07 ms [2021-01-19 14:36:11 main:574] : INFO : Epoch 1914 | loss: 0.0312029 | val_loss: 0.031211 | Time: 5618.32 ms [2021-01-19 14:36:17 main:574] : INFO : Epoch 1915 | loss: 0.0312003 | val_loss: 0.03121 | Time: 5612.51 ms [2021-01-19 14:36:23 main:574] : INFO : Epoch 1916 | loss: 0.0311991 | val_loss: 0.0312083 | Time: 5605.65 ms [2021-01-19 14:36:28 main:574] : INFO : Epoch 1917 | loss: 0.0312011 | val_loss: 0.0312092 | Time: 5593.09 ms [2021-01-19 14:36:34 main:574] : INFO : Epoch 1918 | loss: 0.0312009 | val_loss: 0.0312093 | Time: 5607.39 ms [2021-01-19 14:36:40 main:574] : INFO : Epoch 1919 | loss: 0.031199 | val_loss: 0.0312067 | Time: 5602.68 ms [2021-01-19 14:36:45 main:574] : INFO : Epoch 1920 | loss: 0.0311982 | val_loss: 0.0312079 | Time: 5600.95 ms [2021-01-19 14:36:51 main:574] : INFO : Epoch 1921 | loss: 0.0311984 | val_loss: 0.0312066 | Time: 5610.77 ms [2021-01-19 14:36:57 main:574] : INFO : Epoch 1922 | loss: 0.0311991 | val_loss: 0.0312074 | Time: 5611.95 ms [2021-01-19 14:37:02 main:574] : INFO : Epoch 1923 | loss: 0.0311987 | val_loss: 0.0312072 | Time: 5603.16 ms [2021-01-19 14:37:08 main:574] : INFO : Epoch 1924 | loss: 0.031201 | val_loss: 0.0312072 | Time: 5608.48 ms [2021-01-19 14:37:14 main:574] : INFO : Epoch 1925 | loss: 0.0311986 | val_loss: 0.0312078 | Time: 5610.66 ms [2021-01-19 14:37:19 main:574] : INFO : Epoch 1926 | loss: 0.0311972 | val_loss: 0.0312072 | Time: 5602.76 ms [2021-01-19 14:37:25 main:574] : INFO : Epoch 1927 | loss: 0.0311971 | val_loss: 0.0312077 | Time: 5604.9 ms [2021-01-19 14:37:31 main:574] : INFO : Epoch 1928 | loss: 0.0311982 | val_loss: 0.0312048 | Time: 5607.99 ms [2021-01-19 14:37:36 main:574] : INFO : Epoch 1929 | loss: 0.0311961 | val_loss: 0.0312088 | Time: 5603.49 ms [2021-01-19 14:37:42 main:574] : INFO : Epoch 1930 | loss: 0.0311953 | val_loss: 0.031206 | Time: 5603.2 ms [2021-01-19 14:37:48 main:574] : INFO : Epoch 1931 | loss: 0.0311944 | val_loss: 0.0312059 | Time: 5608.15 ms [2021-01-19 14:37:53 main:574] : INFO : Epoch 1932 | loss: 0.0311953 | val_loss: 0.0312052 | Time: 5609.32 ms [2021-01-19 14:37:59 main:574] : INFO : Epoch 1933 | loss: 0.0311943 | val_loss: 0.0312072 | Time: 5610.16 ms [2021-01-19 14:38:05 main:574] : INFO : Epoch 1934 | loss: 0.0311946 | val_loss: 0.0312082 | Time: 5615.61 ms [2021-01-19 14:38:10 main:574] : INFO : Epoch 1935 | loss: 0.0311961 | val_loss: 0.0312081 | Time: 5605.7 ms [2021-01-19 14:38:16 main:574] : INFO : Epoch 1936 | loss: 0.0311941 | val_loss: 0.0312083 | Time: 5610.07 ms [2021-01-19 14:38:22 main:574] : INFO : Epoch 1937 | loss: 0.0311945 | val_loss: 0.0312081 | Time: 5596.75 ms [2021-01-19 14:38:27 main:574] : INFO : Epoch 1938 | loss: 0.0311951 | val_loss: 0.0312069 | Time: 5599.8 ms [2021-01-19 14:38:33 main:574] : INFO : Epoch 1939 | loss: 0.0311937 | val_loss: 0.031207 | Time: 5610.81 ms [2021-01-19 14:38:38 main:574] : INFO : Epoch 1940 | loss: 0.0311939 | val_loss: 0.0312051 | Time: 5601.06 ms [2021-01-19 14:38:44 main:574] : INFO : Epoch 1941 | loss: 0.0311951 | val_loss: 0.0312057 | Time: 5611.52 ms [2021-01-19 14:38:50 main:574] : INFO : Epoch 1942 | loss: 0.0311954 | val_loss: 0.0312083 | Time: 5599.45 ms [2021-01-19 14:38:55 main:574] : INFO : Epoch 1943 | loss: 0.0311956 | val_loss: 0.0312101 | Time: 5603.44 ms [2021-01-19 14:39:01 main:574] : INFO : Epoch 1944 | loss: 0.0311946 | val_loss: 0.0312048 | Time: 5600.35 ms [2021-01-19 14:39:07 main:574] : INFO : Epoch 1945 | loss: 0.0311929 | val_loss: 0.0312048 | Time: 5610.18 ms [2021-01-19 14:39:12 main:574] : INFO : Epoch 1946 | loss: 0.0311934 | val_loss: 0.0312046 | Time: 5611.88 ms [2021-01-19 14:39:18 main:574] : INFO : Epoch 1947 | loss: 0.0311958 | val_loss: 0.0312048 | Time: 5605.27 ms [2021-01-19 14:39:24 main:574] : INFO : Epoch 1948 | loss: 0.031193 | val_loss: 0.0312046 | Time: 5603.76 ms [2021-01-19 14:39:29 main:574] : INFO : Epoch 1949 | loss: 0.0311947 | val_loss: 0.03121 | Time: 5610.76 ms [2021-01-19 14:39:35 main:574] : INFO : Epoch 1950 | loss: 0.0311997 | val_loss: 0.0312064 | Time: 5606.19 ms [2021-01-19 14:39:41 main:574] : INFO : Epoch 1951 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 5607.18 ms [2021-01-19 14:39:46 main:574] : INFO : Epoch 1952 | loss: 0.0311969 | val_loss: 0.0312032 | Time: 5607.03 ms [2021-01-19 14:39:52 main:574] : INFO : Epoch 1953 | loss: 0.0311948 | val_loss: 0.0312043 | Time: 5599.08 ms [2021-01-19 14:39:58 main:574] : INFO : Epoch 1954 | loss: 0.0311948 | val_loss: 0.0312058 | Time: 5602.69 ms [2021-01-19 14:40:03 main:574] : INFO : Epoch 1955 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 5612.34 ms [2021-01-19 14:40:09 main:574] : INFO : Epoch 1956 | loss: 0.0311935 | val_loss: 0.0312075 | Time: 5604.62 ms [2021-01-19 14:40:15 main:574] : INFO : Epoch 1957 | loss: 0.0311955 | val_loss: 0.0312057 | Time: 5602.18 ms [2021-01-19 14:40:20 main:574] : INFO : Epoch 1958 | loss: 0.0311943 | val_loss: 0.0312041 | Time: 5607.34 ms [2021-01-19 14:40:26 main:574] : INFO : Epoch 1959 | loss: 0.0311954 | val_loss: 0.0312056 | Time: 5610.72 ms [2021-01-19 14:40:32 main:574] : INFO : Epoch 1960 | loss: 0.0311963 | val_loss: 0.0312075 | Time: 5607.71 ms [2021-01-19 14:40:37 main:574] : INFO : Epoch 1961 | loss: 0.0311959 | val_loss: 0.0312069 | Time: 5608.64 ms [2021-01-19 14:40:43 main:574] : INFO : Epoch 1962 | loss: 0.0311958 | val_loss: 0.0312092 | Time: 5608.17 ms [2021-01-19 14:40:49 main:574] : INFO : Epoch 1963 | loss: 0.0311963 | val_loss: 0.0312069 | Time: 5597.53 ms [2021-01-19 14:40:54 main:574] : INFO : Epoch 1964 | loss: 0.0311964 | val_loss: 0.0312071 | Time: 5600.98 ms [2021-01-19 14:41:00 main:574] : INFO : Epoch 1965 | loss: 0.031196 | val_loss: 0.031208 | Time: 5600.21 ms [2021-01-19 14:41:06 main:574] : INFO : Epoch 1966 | loss: 0.0311963 | val_loss: 0.0312061 | Time: 5604.03 ms [2021-01-19 14:41:11 main:574] : INFO : Epoch 1967 | loss: 0.0311959 | val_loss: 0.0312074 | Time: 5603.76 ms [2021-01-19 14:41:17 main:574] : INFO : Epoch 1968 | loss: 0.0311988 | val_loss: 0.0312082 | Time: 5613.7 ms [2021-01-19 14:41:23 main:574] : INFO : Epoch 1969 | loss: 0.0311949 | val_loss: 0.0312068 | Time: 5597.33 ms [2021-01-19 14:41:28 main:574] : INFO : Epoch 1970 | loss: 0.0311926 | val_loss: 0.0312073 | Time: 5594.17 ms [2021-01-19 14:41:34 main:574] : INFO : Epoch 1971 | loss: 0.0311931 | val_loss: 0.0312089 | Time: 5607.43 ms [2021-01-19 14:41:40 main:574] : INFO : Epoch 1972 | loss: 0.0311931 | val_loss: 0.031208 | Time: 5601.76 ms [2021-01-19 14:41:45 main:574] : INFO : Epoch 1973 | loss: 0.0311934 | val_loss: 0.0312072 | Time: 5607.35 ms [2021-01-19 14:41:51 main:574] : INFO : Epoch 1974 | loss: 0.0311933 | val_loss: 0.031208 | Time: 5603.47 ms [2021-01-19 14:41:57 main:574] : INFO : Epoch 1975 | loss: 0.0311951 | val_loss: 0.0312087 | Time: 5605.15 ms [2021-01-19 14:42:02 main:574] : INFO : Epoch 1976 | loss: 0.0311963 | val_loss: 0.0312101 | Time: 5598.29 ms [2021-01-19 14:42:08 main:574] : INFO : Epoch 1977 | loss: 0.0311945 | val_loss: 0.0312075 | Time: 5613.25 ms [2021-01-19 14:42:13 main:574] : INFO : Epoch 1978 | loss: 0.0311958 | val_loss: 0.0312087 | Time: 5600.94 ms [2021-01-19 14:42:19 main:574] : INFO : Epoch 1979 | loss: 0.0311932 | val_loss: 0.031205 | Time: 5602.34 ms [2021-01-19 14:42:25 main:574] : INFO : Epoch 1980 | loss: 0.0311921 | val_loss: 0.0312057 | Time: 5599.65 ms [2021-01-19 14:42:30 main:574] : INFO : Epoch 1981 | loss: 0.0311925 | val_loss: 0.0312055 | Time: 5605.49 ms [2021-01-19 14:42:36 main:574] : INFO : Epoch 1982 | loss: 0.0311946 | val_loss: 0.0312082 | Time: 5612.27 ms [2021-01-19 14:42:42 main:574] : INFO : Epoch 1983 | loss: 0.0311948 | val_loss: 0.0312062 | Time: 5604.84 ms [2021-01-19 14:42:47 main:574] : INFO : Epoch 1984 | loss: 0.031195 | val_loss: 0.0312067 | Time: 5603.32 ms [2021-01-19 14:42:53 main:574] : INFO : Epoch 1985 | loss: 0.0311954 | val_loss: 0.0312087 | Time: 5602.04 ms [2021-01-19 14:42:59 main:574] : INFO : Epoch 1986 | loss: 0.0311949 | val_loss: 0.0312065 | Time: 5604.86 ms [2021-01-19 14:43:04 main:574] : INFO : Epoch 1987 | loss: 0.0311951 | val_loss: 0.0312085 | Time: 5604.95 ms [2021-01-19 14:43:10 main:574] : INFO : Epoch 1988 | loss: 0.0311961 | val_loss: 0.0312088 | Time: 5609.34 ms [2021-01-19 14:43:16 main:574] : INFO : Epoch 1989 | loss: 0.0311965 | val_loss: 0.0312107 | Time: 5603.86 ms [2021-01-19 14:43:21 main:574] : INFO : Epoch 1990 | loss: 0.0311996 | val_loss: 0.0312092 | Time: 5595.04 ms [2021-01-19 14:43:27 main:574] : INFO : Epoch 1991 | loss: 0.0311983 | val_loss: 0.0312091 | Time: 5605.9 ms [2021-01-19 14:43:33 main:574] : INFO : Epoch 1992 | loss: 0.0311967 | val_loss: 0.0312126 | Time: 5612.14 ms [2021-01-19 14:43:38 main:574] : INFO : Epoch 1993 | loss: 0.0311959 | val_loss: 0.0312059 | Time: 5613.74 ms [2021-01-19 14:43:44 main:574] : INFO : Epoch 1994 | loss: 0.0311955 | val_loss: 0.0312072 | Time: 5607.87 ms [2021-01-19 14:43:50 main:574] : INFO : Epoch 1995 | loss: 0.0311948 | val_loss: 0.0312072 | Time: 5607.48 ms [2021-01-19 14:43:55 main:574] : INFO : Epoch 1996 | loss: 0.0311971 | val_loss: 0.0312061 | Time: 5618.7 ms [2021-01-19 14:44:01 main:574] : INFO : Epoch 1997 | loss: 0.0311978 | val_loss: 0.0312063 | Time: 5619.13 ms [2021-01-19 14:44:07 main:574] : INFO : Epoch 1998 | loss: 0.0311985 | val_loss: 0.0312062 | Time: 5622.07 ms [2021-01-19 14:44:12 main:574] : INFO : Epoch 1999 | loss: 0.0311981 | val_loss: 0.0312062 | Time: 5603.63 ms [2021-01-19 14:44:18 main:574] : INFO : Epoch 2000 | loss: 0.0311997 | val_loss: 0.031207 | Time: 5609.01 ms [2021-01-19 14:44:24 main:574] : INFO : Epoch 2001 | loss: 0.0311982 | val_loss: 0.0312061 | Time: 5609.51 ms [2021-01-19 14:44:29 main:574] : INFO : Epoch 2002 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 5603.77 ms [2021-01-19 14:44:35 main:574] : INFO : Epoch 2003 | loss: 0.0311961 | val_loss: 0.0312045 | Time: 5600.97 ms [2021-01-19 14:44:41 main:574] : INFO : Epoch 2004 | loss: 0.0311962 | val_loss: 0.0312063 | Time: 5602.17 ms [2021-01-19 14:44:46 main:574] : INFO : Epoch 2005 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 5607.02 ms [2021-01-19 14:44:52 main:574] : INFO : Epoch 2006 | loss: 0.0311988 | val_loss: 0.031205 | Time: 5597.16 ms [2021-01-19 14:44:57 main:574] : INFO : Epoch 2007 | loss: 0.0311955 | val_loss: 0.0312055 | Time: 5603.16 ms [2021-01-19 14:45:03 main:574] : INFO : Epoch 2008 | loss: 0.0311978 | val_loss: 0.0312159 | Time: 5609.72 ms [2021-01-19 14:45:09 main:574] : INFO : Epoch 2009 | loss: 0.031202 | val_loss: 0.0312111 | Time: 5605.92 ms [2021-01-19 14:45:14 main:574] : INFO : Epoch 2010 | loss: 0.031197 | val_loss: 0.0312047 | Time: 5601.05 ms [2021-01-19 14:45:20 main:574] : INFO : Epoch 2011 | loss: 0.0311959 | val_loss: 0.0312052 | Time: 5609.3 ms [2021-01-19 14:45:26 main:574] : INFO : Epoch 2012 | loss: 0.0311962 | val_loss: 0.0312071 | Time: 5610.73 ms [2021-01-19 14:45:31 main:574] : INFO : Epoch 2013 | loss: 0.031196 | val_loss: 0.0312129 | Time: 5604.84 ms [2021-01-19 14:45:37 main:574] : INFO : Epoch 2014 | loss: 0.0311973 | val_loss: 0.0312098 | Time: 5609.85 ms [2021-01-19 14:45:43 main:574] : INFO : Epoch 2015 | loss: 0.031195 | val_loss: 0.0312057 | Time: 5606.06 ms [2021-01-19 14:45:48 main:574] : INFO : Epoch 2016 | loss: 0.0311937 | val_loss: 0.0312071 | Time: 5602.06 ms [2021-01-19 14:45:54 main:574] : INFO : Epoch 2017 | loss: 0.0311936 | val_loss: 0.0312065 | Time: 5601.32 ms [2021-01-19 14:46:00 main:574] : INFO : Epoch 2018 | loss: 0.0311943 | val_loss: 0.0312042 | Time: 5609.07 ms [2021-01-19 14:46:05 main:574] : INFO : Epoch 2019 | loss: 0.0311937 | val_loss: 0.0312056 | Time: 5611.22 ms [2021-01-19 14:46:11 main:574] : INFO : Epoch 2020 | loss: 0.0311955 | val_loss: 0.031206 | Time: 5601.95 ms [2021-01-19 14:46:17 main:574] : INFO : Epoch 2021 | loss: 0.0312011 | val_loss: 0.0312078 | Time: 5610.85 ms [2021-01-19 14:46:22 main:574] : INFO : Epoch 2022 | loss: 0.0311949 | val_loss: 0.0312054 | Time: 5601.94 ms [2021-01-19 14:46:28 main:574] : INFO : Epoch 2023 | loss: 0.0311936 | val_loss: 0.0312039 | Time: 5600.7 ms [2021-01-19 14:46:34 main:574] : INFO : Epoch 2024 | loss: 0.0311935 | val_loss: 0.0312078 | Time: 5605.6 ms [2021-01-19 14:46:39 main:574] : INFO : Epoch 2025 | loss: 0.0311946 | val_loss: 0.0312049 | Time: 5602.54 ms [2021-01-19 14:46:45 main:574] : INFO : Epoch 2026 | loss: 0.0311947 | val_loss: 0.0312054 | Time: 5601.68 ms [2021-01-19 14:46:50 main:574] : INFO : Epoch 2027 | loss: 0.0311955 | val_loss: 0.031206 | Time: 5600.63 ms [2021-01-19 14:46:56 main:574] : INFO : Epoch 2028 | loss: 0.0311955 | val_loss: 0.0312041 | Time: 5609.28 ms [2021-01-19 14:47:02 main:574] : INFO : Epoch 2029 | loss: 0.0311946 | val_loss: 0.0312059 | Time: 5598.81 ms [2021-01-19 14:47:07 main:574] : INFO : Epoch 2030 | loss: 0.0311974 | val_loss: 0.0312155 | Time: 5601.8 ms [2021-01-19 14:47:13 main:574] : INFO : Epoch 2031 | loss: 0.0311976 | val_loss: 0.0312073 | Time: 5597.72 ms [2021-01-19 14:47:19 main:574] : INFO : Epoch 2032 | loss: 0.0311952 | val_loss: 0.0312053 | Time: 5605.1 ms [2021-01-19 14:47:24 main:574] : INFO : Epoch 2033 | loss: 0.0311937 | val_loss: 0.0312054 | Time: 5603.73 ms [2021-01-19 14:47:30 main:574] : INFO : Epoch 2034 | loss: 0.0311932 | val_loss: 0.0312041 | Time: 5600.11 ms [2021-01-19 14:47:36 main:574] : INFO : Epoch 2035 | loss: 0.0311926 | val_loss: 0.0312035 | Time: 5609.88 ms [2021-01-19 14:47:41 main:574] : INFO : Epoch 2036 | loss: 0.0311923 | val_loss: 0.031203 | Time: 5612.19 ms [2021-01-19 14:47:47 main:574] : INFO : Epoch 2037 | loss: 0.0311923 | val_loss: 0.031205 | Time: 5606.63 ms [2021-01-19 14:47:53 main:574] : INFO : Epoch 2038 | loss: 0.0311921 | val_loss: 0.0312074 | Time: 5602.72 ms [2021-01-19 14:47:58 main:574] : INFO : Epoch 2039 | loss: 0.0311933 | val_loss: 0.0312104 | Time: 5599.71 ms [2021-01-19 14:48:04 main:574] : INFO : Epoch 2040 | loss: 0.031196 | val_loss: 0.0312091 | Time: 5607.96 ms [2021-01-19 14:48:10 main:574] : INFO : Epoch 2041 | loss: 0.0311967 | val_loss: 0.0312087 | Time: 5606.44 ms [2021-01-19 14:48:15 main:574] : INFO : Epoch 2042 | loss: 0.0311955 | val_loss: 0.0312057 | Time: 5605.65 ms [2021-01-19 14:48:21 main:574] : INFO : Epoch 2043 | loss: 0.0311959 | val_loss: 0.0312049 | Time: 5612.89 ms [2021-01-19 14:48:27 main:574] : INFO : Epoch 2044 | loss: 0.0311949 | val_loss: 0.0312045 | Time: 5614.83 ms [2021-01-19 14:48:32 main:574] : INFO : Epoch 2045 | loss: 0.0311936 | val_loss: 0.0312067 | Time: 5603.83 ms [2021-01-19 14:48:38 main:574] : INFO : Epoch 2046 | loss: 0.0311949 | val_loss: 0.0312069 | Time: 5604.69 ms [2021-01-19 14:48:44 main:574] : INFO : Epoch 2047 | loss: 0.0311982 | val_loss: 0.0312123 | Time: 5602.48 ms [2021-01-19 14:48:49 main:574] : INFO : Epoch 2048 | loss: 0.0312006 | val_loss: 0.0312085 | Time: 5608.19 ms [2021-01-19 14:48:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312085 [2021-01-19 14:48:49 main:603] : INFO : Saving end state to config to file [2021-01-19 14:48:50 main:608] : INFO : Success, exiting.. 14:48:50 (12880): 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)