Task 14537023
| Name | ParityModified-1647048904-6944-3-0_0 |
| Workunit | 11574473 |
| Created | 7 Apr 2022, 9:03:10 UTC |
| Sent | 10 Apr 2022, 13:02:31 UTC |
| Report deadline | 18 Apr 2022, 13:02:31 UTC |
| Received | 12 Apr 2022, 13:30:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 25 min 27 sec |
| CPU time | 1 hours 55 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 06:34:29 main:574] : INFO : Epoch 1567 | loss: 0.0312213 | val_loss: 0.0312204 | Time: 4232.92 ms [2022-04-12 06:34:33 main:574] : INFO : Epoch 1568 | loss: 0.0312226 | val_loss: 0.0312207 | Time: 4314.15 ms [2022-04-12 06:34:38 main:574] : INFO : Epoch 1569 | loss: 0.0312216 | val_loss: 0.0312199 | Time: 4403.69 ms [2022-04-12 06:34:42 main:574] : INFO : Epoch 1570 | loss: 0.0312218 | val_loss: 0.0312235 | Time: 4340.95 ms [2022-04-12 06:34:46 main:574] : INFO : Epoch 1571 | loss: 0.0312251 | val_loss: 0.0312204 | Time: 4256.81 ms [2022-04-12 06:34:51 main:574] : INFO : Epoch 1572 | loss: 0.0312224 | val_loss: 0.0312247 | Time: 4309.25 ms [2022-04-12 06:34:55 main:574] : INFO : Epoch 1573 | loss: 0.0312216 | val_loss: 0.0312205 | Time: 4321.94 ms [2022-04-12 06:34:59 main:574] : INFO : Epoch 1574 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 4262.74 ms [2022-04-12 06:35:03 main:574] : INFO : Epoch 1575 | loss: 0.03122 | val_loss: 0.031219 | Time: 4238.32 ms [2022-04-12 06:35:08 main:574] : INFO : Epoch 1576 | loss: 0.0312202 | val_loss: 0.0312204 | Time: 4341.45 ms [2022-04-12 06:35:12 main:574] : INFO : Epoch 1577 | loss: 0.0312207 | val_loss: 0.0312218 | Time: 4273.45 ms [2022-04-12 06:35:16 main:574] : INFO : Epoch 1578 | loss: 0.0312209 | val_loss: 0.0312192 | Time: 4178.47 ms [2022-04-12 06:35:21 main:574] : INFO : Epoch 1579 | loss: 0.0312197 | val_loss: 0.0312198 | Time: 4266.15 ms [2022-04-12 06:35:25 main:574] : INFO : Epoch 1580 | loss: 0.0312198 | val_loss: 0.0312196 | Time: 4152.41 ms [2022-04-12 06:35:29 main:574] : INFO : Epoch 1581 | loss: 0.0312197 | val_loss: 0.0312193 | Time: 4243.56 ms [2022-04-12 06:35:33 main:574] : INFO : Epoch 1582 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 4187.08 ms [2022-04-12 06:35:38 main:574] : INFO : Epoch 1583 | loss: 0.0312196 | val_loss: 0.0312206 | Time: 4373.19 ms [2022-04-12 06:35:42 main:574] : INFO : Epoch 1584 | loss: 0.0312188 | val_loss: 0.0312181 | Time: 4181.88 ms [2022-04-12 06:35:46 main:574] : INFO : Epoch 1585 | loss: 0.0312184 | val_loss: 0.0312188 | Time: 4228.62 ms [2022-04-12 06:35:50 main:574] : INFO : Epoch 1586 | loss: 0.0312187 | val_loss: 0.031218 | Time: 4249.68 ms [2022-04-12 06:35:54 main:574] : INFO : Epoch 1587 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 4184.46 ms [2022-04-12 06:35:59 main:574] : INFO : Epoch 1588 | loss: 0.0312185 | val_loss: 0.0312178 | Time: 4179 ms [2022-04-12 06:36:03 main:574] : INFO : Epoch 1589 | loss: 0.0312201 | val_loss: 0.0312208 | Time: 4412.19 ms [2022-04-12 06:36:07 main:574] : INFO : Epoch 1590 | loss: 0.0312228 | val_loss: 0.0312179 | Time: 4255.57 ms [2022-04-12 06:36:12 main:574] : INFO : Epoch 1591 | loss: 0.0312213 | val_loss: 0.0312235 | Time: 4269.82 ms [2022-04-12 06:36:16 main:574] : INFO : Epoch 1592 | loss: 0.0312195 | val_loss: 0.0312174 | Time: 4281.13 ms [2022-04-12 06:36:20 main:574] : INFO : Epoch 1593 | loss: 0.031218 | val_loss: 0.0312172 | Time: 4281.74 ms [2022-04-12 06:36:24 main:574] : INFO : Epoch 1594 | loss: 0.0312186 | val_loss: 0.0312179 | Time: 4109.18 ms [2022-04-12 06:36:28 main:574] : INFO : Epoch 1595 | loss: 0.03122 | val_loss: 0.0312181 | Time: 4193.89 ms [2022-04-12 06:36:33 main:574] : INFO : Epoch 1596 | loss: 0.0312194 | val_loss: 0.0312178 | Time: 4315.9 ms [2022-04-12 06:36:37 main:574] : INFO : Epoch 1597 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 4148.93 ms [2022-04-12 06:36:41 main:574] : INFO : Epoch 1598 | loss: 0.0312187 | val_loss: 0.0312187 | Time: 4409.46 ms [2022-04-12 06:36:46 main:574] : INFO : Epoch 1599 | loss: 0.0312189 | val_loss: 0.0312208 | Time: 4232.71 ms [2022-04-12 06:36:50 main:574] : INFO : Epoch 1600 | loss: 0.0312206 | val_loss: 0.0312187 | Time: 4109.31 ms [2022-04-12 06:36:54 main:574] : INFO : Epoch 1601 | loss: 0.0312193 | val_loss: 0.0312177 | Time: 4176.6 ms [2022-04-12 06:36:58 main:574] : INFO : Epoch 1602 | loss: 0.0312233 | val_loss: 0.0312231 | Time: 4330.23 ms [2022-04-12 06:37:02 main:574] : INFO : Epoch 1603 | loss: 0.0312224 | val_loss: 0.0312184 | Time: 4146.36 ms [2022-04-12 06:37:07 main:574] : INFO : Epoch 1604 | loss: 0.0312192 | val_loss: 0.0312209 | Time: 4316.91 ms [2022-04-12 06:37:11 main:574] : INFO : Epoch 1605 | loss: 0.0312192 | val_loss: 0.0312202 | Time: 4280.53 ms [2022-04-12 06:37:15 main:574] : INFO : Epoch 1606 | loss: 0.0312178 | val_loss: 0.0312167 | Time: 4262.89 ms [2022-04-12 06:37:19 main:574] : INFO : Epoch 1607 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 4229.49 ms [2022-04-12 06:37:24 main:574] : INFO : Epoch 1608 | loss: 0.0312168 | val_loss: 0.0312179 | Time: 4240.56 ms [2022-04-12 06:37:28 main:574] : INFO : Epoch 1609 | loss: 0.0312182 | val_loss: 0.0312238 | Time: 4410.75 ms [2022-04-12 06:37:32 main:574] : INFO : Epoch 1610 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 4200.4 ms [2022-04-12 06:37:37 main:574] : INFO : Epoch 1611 | loss: 0.0312187 | val_loss: 0.0312172 | Time: 4236.96 ms [2022-04-12 06:37:41 main:574] : INFO : Epoch 1612 | loss: 0.0312175 | val_loss: 0.0312173 | Time: 4272.91 ms [2022-04-12 06:37:45 main:574] : INFO : Epoch 1613 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 4180.5 ms [2022-04-12 06:37:49 main:574] : INFO : Epoch 1614 | loss: 0.0312165 | val_loss: 0.0312168 | Time: 4252.56 ms [2022-04-12 06:37:54 main:574] : INFO : Epoch 1615 | loss: 0.0312185 | val_loss: 0.0312172 | Time: 4414.47 ms [2022-04-12 06:37:58 main:574] : INFO : Epoch 1616 | loss: 0.0312177 | val_loss: 0.0312237 | Time: 4295.54 ms [2022-04-12 06:38:02 main:574] : INFO : Epoch 1617 | loss: 0.03122 | val_loss: 0.0312176 | Time: 4171.67 ms [2022-04-12 06:38:06 main:574] : INFO : Epoch 1618 | loss: 0.0312171 | val_loss: 0.0312213 | Time: 4327.65 ms [2022-04-12 06:38:11 main:574] : INFO : Epoch 1619 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 4203.49 ms [2022-04-12 06:38:15 main:574] : INFO : Epoch 1620 | loss: 0.0312169 | val_loss: 0.0312175 | Time: 4074.77 ms [2022-04-12 06:38:19 main:574] : INFO : Epoch 1621 | loss: 0.0312181 | val_loss: 0.0312203 | Time: 4278.72 ms [2022-04-12 06:38:23 main:574] : INFO : Epoch 1622 | loss: 0.0312164 | val_loss: 0.0312175 | Time: 4246.69 ms [2022-04-12 06:38:28 main:574] : INFO : Epoch 1623 | loss: 0.0312176 | val_loss: 0.0312197 | Time: 4216.14 ms [2022-04-12 06:38:32 main:574] : INFO : Epoch 1624 | loss: 0.0312228 | val_loss: 0.0312249 | Time: 4227.06 ms [2022-04-12 06:38:36 main:574] : INFO : Epoch 1625 | loss: 0.0312193 | val_loss: 0.03122 | Time: 4232.71 ms [2022-04-12 06:38:40 main:574] : INFO : Epoch 1626 | loss: 0.0312171 | val_loss: 0.0312171 | Time: 4338.09 ms [2022-04-12 06:38:45 main:574] : INFO : Epoch 1627 | loss: 0.0312164 | val_loss: 0.0312162 | Time: 4196.32 ms [2022-04-12 06:38:49 main:574] : INFO : Epoch 1628 | loss: 0.0312155 | val_loss: 0.0312167 | Time: 4198.37 ms [2022-04-12 06:38:53 main:574] : INFO : Epoch 1629 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 4236.28 ms [2022-04-12 06:38:57 main:574] : INFO : Epoch 1630 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 4231.88 ms [2022-04-12 06:39:02 main:574] : INFO : Epoch 1631 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 4309.24 ms [2022-04-12 06:39:06 main:574] : INFO : Epoch 1632 | loss: 0.0312162 | val_loss: 0.0312167 | Time: 4214.3 ms [2022-04-12 06:39:10 main:574] : INFO : Epoch 1633 | loss: 0.0312178 | val_loss: 0.031222 | Time: 4411.34 ms [2022-04-12 06:39:15 main:574] : INFO : Epoch 1634 | loss: 0.0312187 | val_loss: 0.031219 | Time: 4486.35 ms [2022-04-12 06:39:19 main:574] : INFO : Epoch 1635 | loss: 0.03122 | val_loss: 0.0312209 | Time: 4228 ms [2022-04-12 06:39:23 main:574] : INFO : Epoch 1636 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 4262.79 ms [2022-04-12 06:39:27 main:574] : INFO : Epoch 1637 | loss: 0.0312176 | val_loss: 0.0312176 | Time: 4338.23 ms [2022-04-12 06:39:32 main:574] : INFO : Epoch 1638 | loss: 0.031217 | val_loss: 0.0312172 | Time: 4490.06 ms [2022-04-12 06:39:36 main:574] : INFO : Epoch 1639 | loss: 0.0312174 | val_loss: 0.0312203 | Time: 4236.89 ms [2022-04-12 06:39:40 main:574] : INFO : Epoch 1640 | loss: 0.0312188 | val_loss: 0.0312171 | Time: 4161.2 ms [2022-04-12 06:39:45 main:574] : INFO : Epoch 1641 | loss: 0.0312177 | val_loss: 0.0312188 | Time: 4324.86 ms [2022-04-12 06:39:49 main:574] : INFO : Epoch 1642 | loss: 0.0312189 | val_loss: 0.0312199 | Time: 4350.99 ms [2022-04-12 06:39:53 main:574] : INFO : Epoch 1643 | loss: 0.0312224 | val_loss: 0.0312197 | Time: 4262.13 ms [2022-04-12 06:39:58 main:574] : INFO : Epoch 1644 | loss: 0.0312196 | val_loss: 0.031219 | Time: 4241.68 ms [2022-04-12 06:40:02 main:574] : INFO : Epoch 1645 | loss: 0.0312193 | val_loss: 0.0312217 | Time: 4414.09 ms [2022-04-12 06:40:06 main:574] : INFO : Epoch 1646 | loss: 0.0312205 | val_loss: 0.0312197 | Time: 4285.41 ms [2022-04-12 06:40:11 main:574] : INFO : Epoch 1647 | loss: 0.0312188 | val_loss: 0.0312259 | Time: 4293.42 ms [2022-04-12 06:40:15 main:574] : INFO : Epoch 1648 | loss: 0.0312222 | val_loss: 0.0312185 | Time: 4217.91 ms [2022-04-12 06:40:19 main:574] : INFO : Epoch 1649 | loss: 0.0312183 | val_loss: 0.0312182 | Time: 4281.88 ms [2022-04-12 06:40:23 main:574] : INFO : Epoch 1650 | loss: 0.0312176 | val_loss: 0.0312183 | Time: 4185.61 ms [2022-04-12 06:40:28 main:574] : INFO : Epoch 1651 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 4220.98 ms [2022-04-12 06:40:32 main:574] : INFO : Epoch 1652 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 4285.75 ms [2022-04-12 06:40:36 main:574] : INFO : Epoch 1653 | loss: 0.0312186 | val_loss: 0.0312193 | Time: 4193.09 ms [2022-04-12 06:40:40 main:574] : INFO : Epoch 1654 | loss: 0.0312167 | val_loss: 0.0312186 | Time: 4202.39 ms [2022-04-12 06:40:44 main:574] : INFO : Epoch 1655 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 4274.25 ms [2022-04-12 06:40:49 main:574] : INFO : Epoch 1656 | loss: 0.0312165 | val_loss: 0.0312175 | Time: 4190.57 ms [2022-04-12 06:40:53 main:574] : INFO : Epoch 1657 | loss: 0.0312169 | val_loss: 0.0312192 | Time: 4279.35 ms [2022-04-12 06:40:57 main:574] : INFO : Epoch 1658 | loss: 0.0312183 | val_loss: 0.0312265 | Time: 4268.86 ms [2022-04-12 06:41:01 main:574] : INFO : Epoch 1659 | loss: 0.0312213 | val_loss: 0.0312183 | Time: 4208.86 ms [2022-04-12 06:41:06 main:574] : INFO : Epoch 1660 | loss: 0.0312177 | val_loss: 0.0312179 | Time: 4183.38 ms [2022-04-12 06:41:10 main:574] : INFO : Epoch 1661 | loss: 0.0312174 | val_loss: 0.0312283 | Time: 4268.84 ms [2022-04-12 06:41:14 main:574] : INFO : Epoch 1662 | loss: 0.0312202 | val_loss: 0.0312176 | Time: 4178.93 ms [2022-04-12 06:41:18 main:574] : INFO : Epoch 1663 | loss: 0.0312169 | val_loss: 0.0312163 | Time: 4372.57 ms [2022-04-12 06:41:23 main:574] : INFO : Epoch 1664 | loss: 0.0312147 | val_loss: 0.0312161 | Time: 4166.95 ms [2022-04-12 06:41:27 main:574] : INFO : Epoch 1665 | loss: 0.0312154 | val_loss: 0.0312157 | Time: 4266.04 ms [2022-04-12 06:41:31 main:574] : INFO : Epoch 1666 | loss: 0.0312173 | val_loss: 0.0312182 | Time: 4132.37 ms [2022-04-12 06:41:35 main:574] : INFO : Epoch 1667 | loss: 0.0312158 | val_loss: 0.0312173 | Time: 4222.8 ms [2022-04-12 06:41:40 main:574] : INFO : Epoch 1668 | loss: 0.0312155 | val_loss: 0.0312212 | Time: 4324.39 ms [2022-04-12 06:41:44 main:574] : INFO : Epoch 1669 | loss: 0.0312146 | val_loss: 0.0312152 | Time: 4281.92 ms [2022-04-12 06:41:48 main:574] : INFO : Epoch 1670 | loss: 0.031214 | val_loss: 0.0312205 | Time: 4222.31 ms [2022-04-12 06:41:52 main:574] : INFO : Epoch 1671 | loss: 0.0312163 | val_loss: 0.031215 | Time: 4268.18 ms [2022-04-12 06:41:57 main:574] : INFO : Epoch 1672 | loss: 0.0312143 | val_loss: 0.0312184 | Time: 4296.4 ms [2022-04-12 06:42:01 main:574] : INFO : Epoch 1673 | loss: 0.0312167 | val_loss: 0.031217 | Time: 4151.45 ms [2022-04-12 06:42:05 main:574] : INFO : Epoch 1674 | loss: 0.0312146 | val_loss: 0.0312213 | Time: 4348.53 ms [2022-04-12 06:42:09 main:574] : INFO : Epoch 1675 | loss: 0.0312164 | val_loss: 0.0312177 | Time: 4167.02 ms [2022-04-12 06:42:14 main:574] : INFO : Epoch 1676 | loss: 0.0312147 | val_loss: 0.0312167 | Time: 4258.72 ms [2022-04-12 06:42:18 main:574] : INFO : Epoch 1677 | loss: 0.0312159 | val_loss: 0.0312208 | Time: 4281.6 ms [2022-04-12 06:42:22 main:574] : INFO : Epoch 1678 | loss: 0.0312145 | val_loss: 0.0312153 | Time: 4279.56 ms [2022-04-12 06:42:26 main:574] : INFO : Epoch 1679 | loss: 0.0312132 | val_loss: 0.031215 | Time: 4290.34 ms [2022-04-12 06:42:31 main:574] : INFO : Epoch 1680 | loss: 0.0312138 | val_loss: 0.0312166 | Time: 4212.5 ms [2022-04-12 06:42:35 main:574] : INFO : Epoch 1681 | loss: 0.0312142 | val_loss: 0.0312192 | Time: 4233.53 ms [2022-04-12 06:42:39 main:574] : INFO : Epoch 1682 | loss: 0.0312163 | val_loss: 0.0312153 | Time: 4148.36 ms [2022-04-12 06:42:43 main:574] : INFO : Epoch 1683 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 4245.45 ms [2022-04-12 06:42:48 main:574] : INFO : Epoch 1684 | loss: 0.0312127 | val_loss: 0.0312144 | Time: 4281.4 ms [2022-04-12 06:42:52 main:574] : INFO : Epoch 1685 | loss: 0.031213 | val_loss: 0.0312179 | Time: 4285.66 ms [2022-04-12 06:42:56 main:574] : INFO : Epoch 1686 | loss: 0.031214 | val_loss: 0.0312182 | Time: 4320.41 ms [2022-04-12 06:43:01 main:574] : INFO : Epoch 1687 | loss: 0.0312143 | val_loss: 0.0312148 | Time: 4326.81 ms [2022-04-12 06:43:05 main:574] : INFO : Epoch 1688 | loss: 0.0312162 | val_loss: 0.0312172 | Time: 4274.39 ms [2022-04-12 06:43:09 main:574] : INFO : Epoch 1689 | loss: 0.0312163 | val_loss: 0.0312212 | Time: 4184.49 ms [2022-04-12 06:43:13 main:574] : INFO : Epoch 1690 | loss: 0.0312145 | val_loss: 0.0312165 | Time: 4257.17 ms [2022-04-12 06:43:18 main:574] : INFO : Epoch 1691 | loss: 0.0312146 | val_loss: 0.0312178 | Time: 4345.01 ms [2022-04-12 06:43:22 main:574] : INFO : Epoch 1692 | loss: 0.031213 | val_loss: 0.0312141 | Time: 4247.08 ms [2022-04-12 06:43:26 main:574] : INFO : Epoch 1693 | loss: 0.0312127 | val_loss: 0.0312137 | Time: 4213.83 ms [2022-04-12 06:43:30 main:574] : INFO : Epoch 1694 | loss: 0.031212 | val_loss: 0.0312142 | Time: 4213.24 ms [2022-04-12 06:43:35 main:574] : INFO : Epoch 1695 | loss: 0.031213 | val_loss: 0.0312166 | Time: 4299.34 ms [2022-04-12 06:43:39 main:574] : INFO : Epoch 1696 | loss: 0.0312131 | val_loss: 0.0312136 | Time: 4185.91 ms [2022-04-12 06:43:43 main:574] : INFO : Epoch 1697 | loss: 0.031212 | val_loss: 0.0312139 | Time: 4372.74 ms [2022-04-12 06:43:47 main:574] : INFO : Epoch 1698 | loss: 0.0312127 | val_loss: 0.0312138 | Time: 4245.06 ms [2022-04-12 06:43:52 main:574] : INFO : Epoch 1699 | loss: 0.0312122 | val_loss: 0.0312133 | Time: 4321.49 ms [2022-04-12 06:43:56 main:574] : INFO : Epoch 1700 | loss: 0.0312132 | val_loss: 0.0312164 | Time: 4276.1 ms [2022-04-12 06:44:00 main:574] : INFO : Epoch 1701 | loss: 0.0312123 | val_loss: 0.0312136 | Time: 4278.69 ms [2022-04-12 06:44:05 main:574] : INFO : Epoch 1702 | loss: 0.0312124 | val_loss: 0.0312139 | Time: 4171.02 ms [2022-04-12 06:44:09 main:574] : INFO : Epoch 1703 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 4304.78 ms [2022-04-12 06:44:13 main:574] : INFO : Epoch 1704 | loss: 0.031212 | val_loss: 0.0312137 | Time: 4425 ms [2022-04-12 06:44:17 main:574] : INFO : Epoch 1705 | loss: 0.0312119 | val_loss: 0.0312134 | Time: 4149.93 ms [2022-04-12 06:44:22 main:574] : INFO : Epoch 1706 | loss: 0.0312123 | val_loss: 0.0312174 | Time: 4272.69 ms [2022-04-12 06:44:26 main:574] : INFO : Epoch 1707 | loss: 0.031216 | val_loss: 0.0312191 | Time: 4474.74 ms [2022-04-12 06:44:31 main:574] : INFO : Epoch 1708 | loss: 0.0312148 | val_loss: 0.0312167 | Time: 4318.97 ms [2022-04-12 06:44:35 main:574] : INFO : Epoch 1709 | loss: 0.0312166 | val_loss: 0.0312176 | Time: 4192.51 ms [2022-04-12 06:44:39 main:574] : INFO : Epoch 1710 | loss: 0.0312152 | val_loss: 0.031215 | Time: 4253.7 ms [2022-04-12 06:44:43 main:574] : INFO : Epoch 1711 | loss: 0.0312133 | val_loss: 0.0312144 | Time: 4321.52 ms [2022-04-12 06:44:48 main:574] : INFO : Epoch 1712 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 4330.48 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2022-04-12 08:06:20 main:435] : INFO : Set logging level to 1 [2022-04-12 08:06:20 main:441] : INFO : Running in BOINC Client mode [2022-04-12 08:06:20 main:444] : INFO : Resolving all filenames [2022-04-12 08:06:20 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-12 08:06:20 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-12 08:06:20 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-12 08:06:20 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-12 08:06:20 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-12 08:06:20 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-12 08:06:20 main:474] : INFO : Configuration: [2022-04-12 08:06:20 main:475] : INFO : Model type: GRU [2022-04-12 08:06:20 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-12 08:06:20 main:477] : INFO : Max Epochs: 2048 [2022-04-12 08:06:20 main:478] : INFO : Batch Size: 128 [2022-04-12 08:06:20 main:479] : INFO : Learning Rate: 0.01 [2022-04-12 08:06:20 main:480] : INFO : Patience: 10 [2022-04-12 08:06:20 main:481] : INFO : Hidden Width: 12 [2022-04-12 08:06:20 main:482] : INFO : # Recurrent Layers: 4 [2022-04-12 08:06:20 main:483] : INFO : # Backend Layers: 4 [2022-04-12 08:06:20 main:484] : INFO : # Threads: 1 [2022-04-12 08:06:20 main:486] : INFO : Preparing Dataset [2022-04-12 08:06:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-12 08:06:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-12 08:06:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-12 08:06:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-12 08:06:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-12 08:06:25 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-12 08:06:25 main:494] : INFO : Creating Model [2022-04-12 08:06:25 main:507] : INFO : Preparing config file [2022-04-12 08:06:25 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-12 08:06:25 main:512] : INFO : Loading config [2022-04-12 08:06:25 main:514] : INFO : Loading state [2022-04-12 08:06:27 main:559] : INFO : Loading DataLoader into Memory [2022-04-12 08:06:27 main:562] : INFO : Starting Training [2022-04-12 08:06:33 main:574] : INFO : Epoch 1713 | loss: 0.0315066 | val_loss: 0.0313143 | Time: 5411.33 ms [2022-04-12 08:06:37 main:574] : INFO : Epoch 1714 | loss: 0.0312691 | val_loss: 0.0312514 | Time: 4357.41 ms [2022-04-12 08:06:41 main:574] : INFO : Epoch 1715 | loss: 0.0312403 | val_loss: 0.0312346 | Time: 4159.66 ms [2022-04-12 08:06:45 main:574] : INFO : Epoch 1716 | loss: 0.0312318 | val_loss: 0.0312276 | Time: 4240.97 ms [2022-04-12 08:06:50 main:574] : INFO : Epoch 1717 | loss: 0.0312292 | val_loss: 0.0312216 | Time: 4268.72 ms [2022-04-12 08:06:54 main:574] : INFO : Epoch 1718 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 4170.03 ms [2022-04-12 08:06:58 main:574] : INFO : Epoch 1719 | loss: 0.0312223 | val_loss: 0.0312231 | Time: 4264.15 ms [2022-04-12 08:07:02 main:574] : INFO : Epoch 1720 | loss: 0.0312211 | val_loss: 0.0312316 | Time: 4344.75 ms [2022-04-12 08:07:07 main:574] : INFO : Epoch 1721 | loss: 0.0312237 | val_loss: 0.0312203 | Time: 4200.12 ms [2022-04-12 08:07:11 main:574] : INFO : Epoch 1722 | loss: 0.03122 | val_loss: 0.0312171 | Time: 4250.33 ms [2022-04-12 08:07:15 main:574] : INFO : Epoch 1723 | loss: 0.031217 | val_loss: 0.0312126 | Time: 4335.25 ms [2022-04-12 08:07:19 main:574] : INFO : Epoch 1724 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 4202.08 ms [2022-04-12 08:07:24 main:574] : INFO : Epoch 1725 | loss: 0.0312161 | val_loss: 0.0312124 | Time: 4293.71 ms [2022-04-12 08:07:28 main:574] : INFO : Epoch 1726 | loss: 0.0312168 | val_loss: 0.0312148 | Time: 4254.18 ms [2022-04-12 08:07:32 main:574] : INFO : Epoch 1727 | loss: 0.0312153 | val_loss: 0.0312142 | Time: 4254.68 ms [2022-04-12 08:07:36 main:574] : INFO : Epoch 1728 | loss: 0.0312149 | val_loss: 0.0312141 | Time: 4225.22 ms [2022-04-12 08:07:41 main:574] : INFO : Epoch 1729 | loss: 0.0312151 | val_loss: 0.031214 | Time: 4278.8 ms [2022-04-12 08:07:45 main:574] : INFO : Epoch 1730 | loss: 0.0312148 | val_loss: 0.0312176 | Time: 4147.1 ms [2022-04-12 08:07:49 main:574] : INFO : Epoch 1731 | loss: 0.0312168 | val_loss: 0.031214 | Time: 4202.58 ms [2022-04-12 08:07:53 main:574] : INFO : Epoch 1732 | loss: 0.0312142 | val_loss: 0.0312158 | Time: 4331.72 ms [2022-04-12 08:07:58 main:574] : INFO : Epoch 1733 | loss: 0.031214 | val_loss: 0.0312132 | Time: 4196.45 ms [2022-04-12 08:08:02 main:574] : INFO : Epoch 1734 | loss: 0.0312137 | val_loss: 0.0312136 | Time: 4207.94 ms [2022-04-12 08:08:06 main:574] : INFO : Epoch 1735 | loss: 0.0312133 | val_loss: 0.0312125 | Time: 4230.18 ms [2022-04-12 08:08:10 main:574] : INFO : Epoch 1736 | loss: 0.0312138 | val_loss: 0.0312129 | Time: 4405.48 ms [2022-04-12 08:08:15 main:574] : INFO : Epoch 1737 | loss: 0.0312139 | val_loss: 0.0312143 | Time: 4300.55 ms [2022-04-12 08:08:19 main:574] : INFO : Epoch 1738 | loss: 0.0312165 | val_loss: 0.0312164 | Time: 4276.97 ms [2022-04-12 08:08:23 main:574] : INFO : Epoch 1739 | loss: 0.0312158 | val_loss: 0.0312178 | Time: 4319.55 ms [2022-04-12 08:08:28 main:574] : INFO : Epoch 1740 | loss: 0.03122 | val_loss: 0.0312167 | Time: 4173.55 ms [2022-04-12 08:08:32 main:574] : INFO : Epoch 1741 | loss: 0.0312169 | val_loss: 0.0312146 | Time: 4254.28 ms [2022-04-12 08:08:36 main:574] : INFO : Epoch 1742 | loss: 0.0312142 | val_loss: 0.0312189 | Time: 4459.26 ms [2022-04-12 08:08:41 main:574] : INFO : Epoch 1743 | loss: 0.0312144 | val_loss: 0.0312164 | Time: 4343.95 ms [2022-04-12 08:08:45 main:574] : INFO : Epoch 1744 | loss: 0.0312139 | val_loss: 0.0312178 | Time: 4396.16 ms [2022-04-12 08:08:49 main:574] : INFO : Epoch 1745 | loss: 0.0312142 | val_loss: 0.0312145 | Time: 4137.15 ms [2022-04-12 08:08:53 main:574] : INFO : Epoch 1746 | loss: 0.0312141 | val_loss: 0.0312151 | Time: 4268.36 ms [2022-04-12 08:08:58 main:574] : INFO : Epoch 1747 | loss: 0.0312148 | val_loss: 0.0312144 | Time: 4305.31 ms [2022-04-12 08:09:02 main:574] : INFO : Epoch 1748 | loss: 0.0312132 | val_loss: 0.0312131 | Time: 4187.51 ms [2022-04-12 08:09:06 main:574] : INFO : Epoch 1749 | loss: 0.0312132 | val_loss: 0.0312164 | Time: 4264.37 ms [2022-04-12 08:09:10 main:574] : INFO : Epoch 1750 | loss: 0.0312154 | val_loss: 0.0312158 | Time: 4228.6 ms [2022-04-12 08:09:15 main:574] : INFO : Epoch 1751 | loss: 0.0312176 | val_loss: 0.0312199 | Time: 4200.99 ms [2022-04-12 08:09:19 main:574] : INFO : Epoch 1752 | loss: 0.031217 | val_loss: 0.0312159 | Time: 4237.29 ms [2022-04-12 08:09:23 main:574] : INFO : Epoch 1753 | loss: 0.0312156 | val_loss: 0.0312173 | Time: 4290.73 ms [2022-04-12 08:09:27 main:574] : INFO : Epoch 1754 | loss: 0.0312167 | val_loss: 0.0312148 | Time: 4084.85 ms [2022-04-12 08:09:32 main:574] : INFO : Epoch 1755 | loss: 0.031214 | val_loss: 0.0312159 | Time: 4297.07 ms [2022-04-12 08:09:36 main:574] : INFO : Epoch 1756 | loss: 0.0312147 | val_loss: 0.0312178 | Time: 4198.33 ms [2022-04-12 08:09:40 main:574] : INFO : Epoch 1757 | loss: 0.0312148 | val_loss: 0.0312158 | Time: 4225.21 ms [2022-04-12 08:09:44 main:574] : INFO : Epoch 1758 | loss: 0.0312134 | val_loss: 0.0312138 | Time: 4148.86 ms [2022-04-12 08:09:48 main:574] : INFO : Epoch 1759 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 4317.38 ms [2022-04-12 08:09:53 main:574] : INFO : Epoch 1760 | loss: 0.0312112 | val_loss: 0.0312117 | Time: 4253.93 ms [2022-04-12 08:09:57 main:574] : INFO : Epoch 1761 | loss: 0.0312106 | val_loss: 0.0312126 | Time: 4303.97 ms [2022-04-12 08:10:01 main:574] : INFO : Epoch 1762 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 4375.16 ms [2022-04-12 08:10:06 main:574] : INFO : Epoch 1763 | loss: 0.031209 | val_loss: 0.0312109 | Time: 4296.98 ms [2022-04-12 08:10:10 main:574] : INFO : Epoch 1764 | loss: 0.0312102 | val_loss: 0.0312105 | Time: 4139.57 ms [2022-04-12 08:10:14 main:574] : INFO : Epoch 1765 | loss: 0.0312097 | val_loss: 0.0312181 | Time: 4382.45 ms [2022-04-12 08:10:19 main:574] : INFO : Epoch 1766 | loss: 0.0312113 | val_loss: 0.0312106 | Time: 4292.61 ms [2022-04-12 08:10:23 main:574] : INFO : Epoch 1767 | loss: 0.0312091 | val_loss: 0.0312103 | Time: 4247.08 ms [2022-04-12 08:10:27 main:574] : INFO : Epoch 1768 | loss: 0.0312091 | val_loss: 0.0312109 | Time: 4348.51 ms [2022-04-12 08:10:31 main:574] : INFO : Epoch 1769 | loss: 0.0312091 | val_loss: 0.0312112 | Time: 4324.23 ms [2022-04-12 08:10:36 main:574] : INFO : Epoch 1770 | loss: 0.0312095 | val_loss: 0.0312132 | Time: 4119.05 ms [2022-04-12 08:10:40 main:574] : INFO : Epoch 1771 | loss: 0.0312106 | val_loss: 0.0312156 | Time: 4314.02 ms [2022-04-12 08:10:44 main:574] : INFO : Epoch 1772 | loss: 0.03121 | val_loss: 0.0312102 | Time: 4235.17 ms [2022-04-12 08:10:49 main:574] : INFO : Epoch 1773 | loss: 0.031209 | val_loss: 0.0312099 | Time: 4459.75 ms [2022-04-12 08:10:53 main:574] : INFO : Epoch 1774 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 4268.4 ms [2022-04-12 08:10:57 main:574] : INFO : Epoch 1775 | loss: 0.031209 | val_loss: 0.0312098 | Time: 4284.59 ms [2022-04-12 08:11:02 main:574] : INFO : Epoch 1776 | loss: 0.0312091 | val_loss: 0.0312091 | Time: 4405.54 ms [2022-04-12 08:11:06 main:574] : INFO : Epoch 1777 | loss: 0.0312083 | val_loss: 0.0312096 | Time: 4196.69 ms [2022-04-12 08:11:10 main:574] : INFO : Epoch 1778 | loss: 0.0312091 | val_loss: 0.0312143 | Time: 4233.75 ms [2022-04-12 08:11:14 main:574] : INFO : Epoch 1779 | loss: 0.031212 | val_loss: 0.0312145 | Time: 4182.15 ms [2022-04-12 08:11:18 main:574] : INFO : Epoch 1780 | loss: 0.0312143 | val_loss: 0.0312181 | Time: 4184.68 ms [2022-04-12 08:11:23 main:574] : INFO : Epoch 1781 | loss: 0.031215 | val_loss: 0.0312192 | Time: 4255.68 ms [2022-04-12 08:11:27 main:574] : INFO : Epoch 1782 | loss: 0.0312164 | val_loss: 0.0312204 | Time: 4311.56 ms [2022-04-12 08:11:31 main:574] : INFO : Epoch 1783 | loss: 0.0312208 | val_loss: 0.0312222 | Time: 4403.92 ms [2022-04-12 08:11:36 main:574] : INFO : Epoch 1784 | loss: 0.0312207 | val_loss: 0.0312162 | Time: 4268.55 ms [2022-04-12 08:11:40 main:574] : INFO : Epoch 1785 | loss: 0.031217 | val_loss: 0.0312146 | Time: 4080.77 ms [2022-04-12 08:11:44 main:574] : INFO : Epoch 1786 | loss: 0.0312168 | val_loss: 0.0312193 | Time: 4124.43 ms [2022-04-12 08:11:48 main:574] : INFO : Epoch 1787 | loss: 0.0312189 | val_loss: 0.0312181 | Time: 4272.19 ms [2022-04-12 08:11:53 main:574] : INFO : Epoch 1788 | loss: 0.0312182 | val_loss: 0.031217 | Time: 4332.63 ms [2022-04-12 08:11:57 main:574] : INFO : Epoch 1789 | loss: 0.0312165 | val_loss: 0.0312157 | Time: 4320.02 ms [2022-04-12 08:12:01 main:574] : INFO : Epoch 1790 | loss: 0.0312164 | val_loss: 0.0312216 | Time: 4294.67 ms [2022-04-12 08:12:05 main:574] : INFO : Epoch 1791 | loss: 0.0312175 | val_loss: 0.0312166 | Time: 4230 ms [2022-04-12 08:12:10 main:574] : INFO : Epoch 1792 | loss: 0.0312168 | val_loss: 0.0312163 | Time: 4333.86 ms [2022-04-12 08:12:14 main:574] : INFO : Epoch 1793 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 4229.22 ms [2022-04-12 08:12:18 main:574] : INFO : Epoch 1794 | loss: 0.0312156 | val_loss: 0.0312158 | Time: 4266.97 ms [2022-04-12 08:12:22 main:574] : INFO : Epoch 1795 | loss: 0.0312156 | val_loss: 0.031215 | Time: 4198.99 ms [2022-04-12 08:12:27 main:574] : INFO : Epoch 1796 | loss: 0.0312149 | val_loss: 0.0312148 | Time: 4273.73 ms [2022-04-12 08:12:31 main:574] : INFO : Epoch 1797 | loss: 0.0312154 | val_loss: 0.0312229 | Time: 4203.7 ms [2022-04-12 08:12:35 main:574] : INFO : Epoch 1798 | loss: 0.0312178 | val_loss: 0.0312141 | Time: 4342.47 ms [2022-04-12 08:12:40 main:574] : INFO : Epoch 1799 | loss: 0.0312136 | val_loss: 0.0312162 | Time: 4271.49 ms [2022-04-12 08:12:44 main:574] : INFO : Epoch 1800 | loss: 0.031215 | val_loss: 0.0312162 | Time: 4498.69 ms [2022-04-12 08:12:48 main:574] : INFO : Epoch 1801 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 4302.09 ms [2022-04-12 08:12:53 main:574] : INFO : Epoch 1802 | loss: 0.0312127 | val_loss: 0.0312132 | Time: 4359.86 ms [2022-04-12 08:12:57 main:574] : INFO : Epoch 1803 | loss: 0.0312127 | val_loss: 0.0312126 | Time: 4268.25 ms [2022-04-12 08:13:01 main:574] : INFO : Epoch 1804 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 4276.29 ms [2022-04-12 08:13:06 main:574] : INFO : Epoch 1805 | loss: 0.0312125 | val_loss: 0.0312111 | Time: 4298.21 ms [2022-04-12 08:13:10 main:574] : INFO : Epoch 1806 | loss: 0.0312132 | val_loss: 0.0312148 | Time: 4305.26 ms [2022-04-12 08:13:14 main:574] : INFO : Epoch 1807 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 4333.14 ms [2022-04-12 08:13:19 main:574] : INFO : Epoch 1808 | loss: 0.0312133 | val_loss: 0.0312155 | Time: 4425.97 ms [2022-04-12 08:13:23 main:574] : INFO : Epoch 1809 | loss: 0.0312136 | val_loss: 0.031216 | Time: 4378.82 ms [2022-04-12 08:13:27 main:574] : INFO : Epoch 1810 | loss: 0.0312139 | val_loss: 0.031216 | Time: 4308.97 ms [2022-04-12 08:13:32 main:574] : INFO : Epoch 1811 | loss: 0.031214 | val_loss: 0.031217 | Time: 4257.75 ms [2022-04-12 08:13:36 main:574] : INFO : Epoch 1812 | loss: 0.0312128 | val_loss: 0.0312142 | Time: 4154.56 ms [2022-04-12 08:13:40 main:574] : INFO : Epoch 1813 | loss: 0.0312122 | val_loss: 0.0312135 | Time: 4343.13 ms [2022-04-12 08:13:44 main:574] : INFO : Epoch 1814 | loss: 0.031212 | val_loss: 0.0312141 | Time: 4178.77 ms [2022-04-12 08:13:49 main:574] : INFO : Epoch 1815 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 4296.73 ms [2022-04-12 08:13:53 main:574] : INFO : Epoch 1816 | loss: 0.0312127 | val_loss: 0.0312139 | Time: 4292.26 ms [2022-04-12 08:13:57 main:574] : INFO : Epoch 1817 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 4240.53 ms [2022-04-12 08:14:01 main:574] : INFO : Epoch 1818 | loss: 0.0312131 | val_loss: 0.0312179 | Time: 4312.03 ms [2022-04-12 08:14:06 main:574] : INFO : Epoch 1819 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 4336.06 ms [2022-04-12 08:14:10 main:574] : INFO : Epoch 1820 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 4148.61 ms [2022-04-12 08:14:14 main:574] : INFO : Epoch 1821 | loss: 0.0312171 | val_loss: 0.0312174 | Time: 4234.27 ms [2022-04-12 08:14:18 main:574] : INFO : Epoch 1822 | loss: 0.0312154 | val_loss: 0.0312162 | Time: 4318.48 ms [2022-04-12 08:14:23 main:574] : INFO : Epoch 1823 | loss: 0.031215 | val_loss: 0.0312182 | Time: 4288.58 ms [2022-04-12 08:14:27 main:574] : INFO : Epoch 1824 | loss: 0.0312154 | val_loss: 0.0312168 | Time: 4361.54 ms [2022-04-12 08:14:31 main:574] : INFO : Epoch 1825 | loss: 0.0312149 | val_loss: 0.0312145 | Time: 4299.28 ms [2022-04-12 08:14:36 main:574] : INFO : Epoch 1826 | loss: 0.0312132 | val_loss: 0.0312159 | Time: 4363.53 ms [2022-04-12 08:14:40 main:574] : INFO : Epoch 1827 | loss: 0.0312133 | val_loss: 0.0312233 | Time: 4208.62 ms [2022-04-12 08:14:44 main:574] : INFO : Epoch 1828 | loss: 0.0312164 | val_loss: 0.0312199 | Time: 4184.6 ms [2022-04-12 08:14:49 main:574] : INFO : Epoch 1829 | loss: 0.031214 | val_loss: 0.0312233 | Time: 4385.73 ms [2022-04-12 08:14:53 main:574] : INFO : Epoch 1830 | loss: 0.031214 | val_loss: 0.0312125 | Time: 4318.28 ms [2022-04-12 08:14:57 main:574] : INFO : Epoch 1831 | loss: 0.031212 | val_loss: 0.0312125 | Time: 4235.26 ms [2022-04-12 08:15:01 main:574] : INFO : Epoch 1832 | loss: 0.0312116 | val_loss: 0.0312143 | Time: 4291.87 ms [2022-04-12 08:15:06 main:574] : INFO : Epoch 1833 | loss: 0.0312119 | val_loss: 0.0312122 | Time: 4357.88 ms [2022-04-12 08:15:10 main:574] : INFO : Epoch 1834 | loss: 0.0312119 | val_loss: 0.0312133 | Time: 4052.67 ms [2022-04-12 08:15:14 main:574] : INFO : Epoch 1835 | loss: 0.0312119 | val_loss: 0.0312137 | Time: 4364.36 ms [2022-04-12 08:15:18 main:574] : INFO : Epoch 1836 | loss: 0.0312115 | val_loss: 0.0312141 | Time: 4188.1 ms [2022-04-12 08:15:23 main:574] : INFO : Epoch 1837 | loss: 0.0312112 | val_loss: 0.031212 | Time: 4244.4 ms [2022-04-12 08:15:27 main:574] : INFO : Epoch 1838 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 4240.7 ms [2022-04-12 08:15:31 main:574] : INFO : Epoch 1839 | loss: 0.0312112 | val_loss: 0.0312132 | Time: 4320.17 ms [2022-04-12 08:15:36 main:574] : INFO : Epoch 1840 | loss: 0.0312132 | val_loss: 0.0312126 | Time: 4313.69 ms [2022-04-12 08:15:40 main:574] : INFO : Epoch 1841 | loss: 0.0312153 | val_loss: 0.0312152 | Time: 4366.13 ms [2022-04-12 08:15:44 main:574] : INFO : Epoch 1842 | loss: 0.0312158 | val_loss: 0.0312168 | Time: 4335.19 ms [2022-04-12 08:15:49 main:574] : INFO : Epoch 1843 | loss: 0.0312161 | val_loss: 0.0312139 | Time: 4291.52 ms [2022-04-12 08:15:53 main:574] : INFO : Epoch 1844 | loss: 0.0312148 | val_loss: 0.031217 | Time: 4222.37 ms [2022-04-12 08:15:57 main:574] : INFO : Epoch 1845 | loss: 0.0312149 | val_loss: 0.0312148 | Time: 4245.1 ms [2022-04-12 08:16:01 main:574] : INFO : Epoch 1846 | loss: 0.0312148 | val_loss: 0.0312156 | Time: 4253.67 ms [2022-04-12 08:16:06 main:574] : INFO : Epoch 1847 | loss: 0.0312131 | val_loss: 0.0312137 | Time: 4227.88 ms [2022-04-12 08:16:10 main:574] : INFO : Epoch 1848 | loss: 0.0312124 | val_loss: 0.0312139 | Time: 4255.48 ms [2022-04-12 08:16:14 main:574] : INFO : Epoch 1849 | loss: 0.0312123 | val_loss: 0.0312142 | Time: 4320.28 ms [2022-04-12 08:16:18 main:574] : INFO : Epoch 1850 | loss: 0.0312118 | val_loss: 0.0312141 | Time: 4235.29 ms [2022-04-12 08:16:23 main:574] : INFO : Epoch 1851 | loss: 0.0312134 | val_loss: 0.031217 | Time: 4336.92 ms [2022-04-12 08:16:27 main:574] : INFO : Epoch 1852 | loss: 0.031213 | val_loss: 0.0312132 | Time: 4240.72 ms [2022-04-12 08:16:31 main:574] : INFO : Epoch 1853 | loss: 0.0312119 | val_loss: 0.0312137 | Time: 4296.22 ms [2022-04-12 08:16:36 main:574] : INFO : Epoch 1854 | loss: 0.0312121 | val_loss: 0.0312125 | Time: 4307.47 ms [2022-04-12 08:16:40 main:574] : INFO : Epoch 1855 | loss: 0.0312115 | val_loss: 0.0312128 | Time: 4309.33 ms [2022-04-12 08:16:44 main:574] : INFO : Epoch 1856 | loss: 0.0312131 | val_loss: 0.0312127 | Time: 4409.45 ms [2022-04-12 08:16:49 main:574] : INFO : Epoch 1857 | loss: 0.0312122 | val_loss: 0.0312143 | Time: 4298.58 ms [2022-04-12 08:16:53 main:574] : INFO : Epoch 1858 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 4289.49 ms [2022-04-12 08:16:57 main:574] : INFO : Epoch 1859 | loss: 0.031212 | val_loss: 0.0312127 | Time: 4359.19 ms [2022-04-12 08:17:02 main:574] : INFO : Epoch 1860 | loss: 0.0312111 | val_loss: 0.0312136 | Time: 4344.89 ms [2022-04-12 08:17:06 main:574] : INFO : Epoch 1861 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 4260.37 ms [2022-04-12 08:17:10 main:574] : INFO : Epoch 1862 | loss: 0.0312115 | val_loss: 0.0312116 | Time: 4249.66 ms [2022-04-12 08:17:14 main:574] : INFO : Epoch 1863 | loss: 0.0312115 | val_loss: 0.0312145 | Time: 4130.86 ms [2022-04-12 08:17:19 main:574] : INFO : Epoch 1864 | loss: 0.0312104 | val_loss: 0.0312114 | Time: 4255.88 ms [2022-04-12 08:17:23 main:574] : INFO : Epoch 1865 | loss: 0.0312103 | val_loss: 0.031212 | Time: 4278.44 ms [2022-04-12 08:17:27 main:574] : INFO : Epoch 1866 | loss: 0.0312123 | val_loss: 0.0312124 | Time: 4337.11 ms [2022-04-12 08:17:31 main:574] : INFO : Epoch 1867 | loss: 0.0312101 | val_loss: 0.0312143 | Time: 4273.35 ms [2022-04-12 08:17:36 main:574] : INFO : Epoch 1868 | loss: 0.0312119 | val_loss: 0.0312136 | Time: 4218.94 ms [2022-04-12 08:17:40 main:574] : INFO : Epoch 1869 | loss: 0.0312106 | val_loss: 0.0312114 | Time: 4353.61 ms [2022-04-12 08:17:44 main:574] : INFO : Epoch 1870 | loss: 0.0312109 | val_loss: 0.0312203 | Time: 4230.87 ms [2022-04-12 08:17:49 main:574] : INFO : Epoch 1871 | loss: 0.0312144 | val_loss: 0.031216 | Time: 4241.3 ms [2022-04-12 08:17:53 main:574] : INFO : Epoch 1872 | loss: 0.031215 | val_loss: 0.0312149 | Time: 4335.93 ms [2022-04-12 08:17:57 main:574] : INFO : Epoch 1873 | loss: 0.0312161 | val_loss: 0.0312146 | Time: 4372.68 ms [2022-04-12 08:18:02 main:574] : INFO : Epoch 1874 | loss: 0.0312165 | val_loss: 0.0312146 | Time: 4270.67 ms [2022-04-12 08:18:06 main:574] : INFO : Epoch 1875 | loss: 0.0312136 | val_loss: 0.0312155 | Time: 4246.04 ms [2022-04-12 08:18:10 main:574] : INFO : Epoch 1876 | loss: 0.0312125 | val_loss: 0.0312127 | Time: 4277.3 ms [2022-04-12 08:18:14 main:574] : INFO : Epoch 1877 | loss: 0.0312126 | val_loss: 0.0312134 | Time: 4331.65 ms [2022-04-12 08:18:19 main:574] : INFO : Epoch 1878 | loss: 0.031214 | val_loss: 0.0312178 | Time: 4191.78 ms [2022-04-12 08:18:23 main:574] : INFO : Epoch 1879 | loss: 0.0312139 | val_loss: 0.0312136 | Time: 4405.29 ms [2022-04-12 08:18:27 main:574] : INFO : Epoch 1880 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 4160.17 ms [2022-04-12 08:18:31 main:574] : INFO : Epoch 1881 | loss: 0.0312278 | val_loss: 0.031241 | Time: 4223.88 ms [2022-04-12 08:18:36 main:574] : INFO : Epoch 1882 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 4448.18 ms [2022-04-12 08:18:40 main:574] : INFO : Epoch 1883 | loss: 0.031233 | val_loss: 0.0312325 | Time: 4313.56 ms [2022-04-12 08:18:44 main:574] : INFO : Epoch 1884 | loss: 0.0312293 | val_loss: 0.0312276 | Time: 4220.6 ms [2022-04-12 08:18:49 main:574] : INFO : Epoch 1885 | loss: 0.031228 | val_loss: 0.0312282 | Time: 4162.58 ms [2022-04-12 08:18:53 main:574] : INFO : Epoch 1886 | loss: 0.0312267 | val_loss: 0.0312261 | Time: 4343.47 ms [2022-04-12 08:18:57 main:574] : INFO : Epoch 1887 | loss: 0.0312264 | val_loss: 0.0312277 | Time: 4154.38 ms [2022-04-12 08:19:01 main:574] : INFO : Epoch 1888 | loss: 0.0312255 | val_loss: 0.0312298 | Time: 4256.75 ms [2022-04-12 08:19:06 main:574] : INFO : Epoch 1889 | loss: 0.0312258 | val_loss: 0.0312254 | Time: 4272.63 ms [2022-04-12 08:19:10 main:574] : INFO : Epoch 1890 | loss: 0.0312243 | val_loss: 0.0312248 | Time: 4275.73 ms [2022-04-12 08:19:14 main:574] : INFO : Epoch 1891 | loss: 0.0312236 | val_loss: 0.0312246 | Time: 4210.34 ms [2022-04-12 08:19:18 main:574] : INFO : Epoch 1892 | loss: 0.0312229 | val_loss: 0.0312258 | Time: 4332.96 ms [2022-04-12 08:19:23 main:574] : INFO : Epoch 1893 | loss: 0.0312223 | val_loss: 0.0312258 | Time: 4230.17 ms [2022-04-12 08:19:27 main:574] : INFO : Epoch 1894 | loss: 0.0312249 | val_loss: 0.0312259 | Time: 4221.11 ms [2022-04-12 08:19:31 main:574] : INFO : Epoch 1895 | loss: 0.0312229 | val_loss: 0.0312253 | Time: 4308.84 ms [2022-04-12 08:19:36 main:574] : INFO : Epoch 1896 | loss: 0.0312232 | val_loss: 0.0312244 | Time: 4356.81 ms [2022-04-12 08:19:40 main:574] : INFO : Epoch 1897 | loss: 0.0312225 | val_loss: 0.031224 | Time: 4194.6 ms [2022-04-12 08:19:44 main:574] : INFO : Epoch 1898 | loss: 0.0312217 | val_loss: 0.0312236 | Time: 4292.18 ms [2022-04-12 08:19:48 main:574] : INFO : Epoch 1899 | loss: 0.0312221 | val_loss: 0.0312233 | Time: 4289.2 ms [2022-04-12 08:19:53 main:574] : INFO : Epoch 1900 | loss: 0.0312215 | val_loss: 0.0312265 | Time: 4187.73 ms [2022-04-12 08:19:57 main:574] : INFO : Epoch 1901 | loss: 0.0312234 | val_loss: 0.0312274 | Time: 4265.97 ms [2022-04-12 08:20:01 main:574] : INFO : Epoch 1902 | loss: 0.0312242 | val_loss: 0.0312322 | Time: 4362.58 ms [2022-04-12 08:20:05 main:574] : INFO : Epoch 1903 | loss: 0.0312315 | val_loss: 0.0312399 | Time: 4288.4 ms [2022-04-12 08:20:10 main:574] : INFO : Epoch 1904 | loss: 0.0312595 | val_loss: 0.0312568 | Time: 4394.05 ms [2022-04-12 08:20:14 main:574] : INFO : Epoch 1905 | loss: 0.0312533 | val_loss: 0.0312488 | Time: 4301.07 ms [2022-04-12 08:20:18 main:574] : INFO : Epoch 1906 | loss: 0.0312476 | val_loss: 0.0312451 | Time: 4229.8 ms [2022-04-12 08:20:23 main:574] : INFO : Epoch 1907 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 4254.53 ms [2022-04-12 08:20:27 main:574] : INFO : Epoch 1908 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 4292.41 ms [2022-04-12 08:20:31 main:574] : INFO : Epoch 1909 | loss: 0.0312488 | val_loss: 0.031248 | Time: 4341.99 ms [2022-04-12 08:20:36 main:574] : INFO : Epoch 1910 | loss: 0.031249 | val_loss: 0.0312485 | Time: 4311.35 ms [2022-04-12 08:20:40 main:574] : INFO : Epoch 1911 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 4340.78 ms [2022-04-12 08:20:44 main:574] : INFO : Epoch 1912 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 4279.19 ms [2022-04-12 08:20:48 main:574] : INFO : Epoch 1913 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 4251.91 ms [2022-04-12 08:20:53 main:574] : INFO : Epoch 1914 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 4242.18 ms [2022-04-12 08:20:57 main:574] : INFO : Epoch 1915 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 4270.47 ms [2022-04-12 08:21:01 main:574] : INFO : Epoch 1916 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 4160.03 ms [2022-04-12 08:21:05 main:574] : INFO : Epoch 1917 | loss: 0.031249 | val_loss: 0.0312495 | Time: 4050.33 ms [2022-04-12 08:21:10 main:574] : INFO : Epoch 1918 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 4282.33 ms [2022-04-12 08:21:14 main:574] : INFO : Epoch 1919 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 4372.5 ms [2022-04-12 08:21:18 main:574] : INFO : Epoch 1920 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 4264.52 ms [2022-04-12 08:21:22 main:574] : INFO : Epoch 1921 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 4206.21 ms [2022-04-12 08:21:27 main:574] : INFO : Epoch 1922 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 4335.29 ms [2022-04-12 08:21:31 main:574] : INFO : Epoch 1923 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 4426.78 ms [2022-04-12 08:21:35 main:574] : INFO : Epoch 1924 | loss: 0.0312487 | val_loss: 0.03125 | Time: 4271.74 ms [2022-04-12 08:21:40 main:574] : INFO : Epoch 1925 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 4351.69 ms [2022-04-12 08:21:44 main:574] : INFO : Epoch 1926 | loss: 0.031249 | val_loss: 0.0312511 | Time: 4317.48 ms [2022-04-12 08:21:48 main:574] : INFO : Epoch 1927 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 4296.33 ms [2022-04-12 08:21:53 main:574] : INFO : Epoch 1928 | loss: 0.0312479 | val_loss: 0.0312504 | Time: 4180.38 ms [2022-04-12 08:21:57 main:574] : INFO : Epoch 1929 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 4293.77 ms [2022-04-12 08:22:01 main:574] : INFO : Epoch 1930 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 4294.54 ms [2022-04-12 08:22:05 main:574] : INFO : Epoch 1931 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 4295.39 ms [2022-04-12 08:22:10 main:574] : INFO : Epoch 1932 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 4337.46 ms [2022-04-12 08:22:14 main:574] : INFO : Epoch 1933 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 4310.97 ms [2022-04-12 08:22:18 main:574] : INFO : Epoch 1934 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 4203.53 ms [2022-04-12 08:22:23 main:574] : INFO : Epoch 1935 | loss: 0.0312474 | val_loss: 0.031248 | Time: 4359.46 ms [2022-04-12 08:22:27 main:574] : INFO : Epoch 1936 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 4269.37 ms [2022-04-12 08:22:31 main:574] : INFO : Epoch 1937 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 4325.03 ms [2022-04-12 08:22:36 main:574] : INFO : Epoch 1938 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 4469.31 ms [2022-04-12 08:22:40 main:574] : INFO : Epoch 1939 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 4299.79 ms [2022-04-12 08:22:44 main:574] : INFO : Epoch 1940 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 4346.67 ms [2022-04-12 08:22:49 main:574] : INFO : Epoch 1941 | loss: 0.0312465 | val_loss: 0.0312481 | Time: 4215.9 ms [2022-04-12 08:22:53 main:574] : INFO : Epoch 1942 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 4309.47 ms [2022-04-12 08:22:57 main:574] : INFO : Epoch 1943 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 4359.55 ms [2022-04-12 08:23:02 main:574] : INFO : Epoch 1944 | loss: 0.0312459 | val_loss: 0.031245 | Time: 4234.37 ms [2022-04-12 08:23:06 main:574] : INFO : Epoch 1945 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 4218.66 ms [2022-04-12 08:23:10 main:574] : INFO : Epoch 1946 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 4255.08 ms [2022-04-12 08:23:14 main:574] : INFO : Epoch 1947 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 4332.26 ms [2022-04-12 08:23:19 main:574] : INFO : Epoch 1948 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 4207.59 ms [2022-04-12 08:23:23 main:574] : INFO : Epoch 1949 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 4293.19 ms [2022-04-12 08:23:27 main:574] : INFO : Epoch 1950 | loss: 0.0312452 | val_loss: 0.0312429 | Time: 4206.14 ms [2022-04-12 08:23:31 main:574] : INFO : Epoch 1951 | loss: 0.0312398 | val_loss: 0.0312361 | Time: 4245.59 ms [2022-04-12 08:23:36 main:574] : INFO : Epoch 1952 | loss: 0.0312403 | val_loss: 0.0312316 | Time: 4122.03 ms [2022-04-12 08:23:40 main:574] : INFO : Epoch 1953 | loss: 0.0312369 | val_loss: 0.031231 | Time: 4279.86 ms [2022-04-12 08:23:44 main:574] : INFO : Epoch 1954 | loss: 0.0312344 | val_loss: 0.0312286 | Time: 4208.82 ms [2022-04-12 08:23:48 main:574] : INFO : Epoch 1955 | loss: 0.0312336 | val_loss: 0.0312307 | Time: 4203.96 ms [2022-04-12 08:23:53 main:574] : INFO : Epoch 1956 | loss: 0.0312335 | val_loss: 0.0312321 | Time: 4339.34 ms [2022-04-12 08:23:57 main:574] : INFO : Epoch 1957 | loss: 0.0312341 | val_loss: 0.0312289 | Time: 4419.6 ms [2022-04-12 08:24:01 main:574] : INFO : Epoch 1958 | loss: 0.0312324 | val_loss: 0.0312293 | Time: 4124.8 ms [2022-04-12 08:24:05 main:574] : INFO : Epoch 1959 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 4338.51 ms [2022-04-12 08:24:10 main:574] : INFO : Epoch 1960 | loss: 0.0312338 | val_loss: 0.0312401 | Time: 4375.24 ms [2022-04-12 08:24:14 main:574] : INFO : Epoch 1961 | loss: 0.0312402 | val_loss: 0.0312391 | Time: 4232.43 ms [2022-04-12 08:24:18 main:574] : INFO : Epoch 1962 | loss: 0.0312366 | val_loss: 0.031234 | Time: 4232.01 ms [2022-04-12 08:24:23 main:574] : INFO : Epoch 1963 | loss: 0.0312367 | val_loss: 0.0312329 | Time: 4247.79 ms [2022-04-12 08:24:27 main:574] : INFO : Epoch 1964 | loss: 0.0312437 | val_loss: 0.0312389 | Time: 4304.74 ms [2022-04-12 08:24:31 main:574] : INFO : Epoch 1965 | loss: 0.0312352 | val_loss: 0.0312333 | Time: 4352.37 ms [2022-04-12 08:24:36 main:574] : INFO : Epoch 1966 | loss: 0.0312334 | val_loss: 0.031231 | Time: 4298.35 ms [2022-04-12 08:24:40 main:574] : INFO : Epoch 1967 | loss: 0.0312318 | val_loss: 0.0312313 | Time: 4165.81 ms [2022-04-12 08:24:44 main:574] : INFO : Epoch 1968 | loss: 0.0312304 | val_loss: 0.0312304 | Time: 4269.64 ms [2022-04-12 08:24:48 main:574] : INFO : Epoch 1969 | loss: 0.0312298 | val_loss: 0.0312312 | Time: 4350.14 ms [2022-04-12 08:24:53 main:574] : INFO : Epoch 1970 | loss: 0.031231 | val_loss: 0.0312338 | Time: 4366.57 ms [2022-04-12 08:24:57 main:574] : INFO : Epoch 1971 | loss: 0.0312315 | val_loss: 0.031232 | Time: 4275.62 ms [2022-04-12 08:25:01 main:574] : INFO : Epoch 1972 | loss: 0.0312292 | val_loss: 0.0312299 | Time: 4264.22 ms [2022-04-12 08:25:06 main:574] : INFO : Epoch 1973 | loss: 0.0312322 | val_loss: 0.0312327 | Time: 4335.54 ms [2022-04-12 08:25:10 main:574] : INFO : Epoch 1974 | loss: 0.0312316 | val_loss: 0.0312335 | Time: 4253.29 ms [2022-04-12 08:25:14 main:574] : INFO : Epoch 1975 | loss: 0.0312329 | val_loss: 0.0312302 | Time: 4232.22 ms [2022-04-12 08:25:18 main:574] : INFO : Epoch 1976 | loss: 0.0312303 | val_loss: 0.0312311 | Time: 4290.76 ms [2022-04-12 08:25:23 main:574] : INFO : Epoch 1977 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 4325.62 ms [2022-04-12 08:25:27 main:574] : INFO : Epoch 1978 | loss: 0.031231 | val_loss: 0.0312301 | Time: 4355.07 ms [2022-04-12 08:25:31 main:574] : INFO : Epoch 1979 | loss: 0.0312304 | val_loss: 0.0312309 | Time: 4393.3 ms [2022-04-12 08:25:36 main:574] : INFO : Epoch 1980 | loss: 0.0312337 | val_loss: 0.031241 | Time: 4286.51 ms [2022-04-12 08:25:40 main:574] : INFO : Epoch 1981 | loss: 0.031235 | val_loss: 0.0312321 | Time: 4283.49 ms [2022-04-12 08:25:44 main:574] : INFO : Epoch 1982 | loss: 0.0312305 | val_loss: 0.0312326 | Time: 4244.6 ms [2022-04-12 08:25:49 main:574] : INFO : Epoch 1983 | loss: 0.0312341 | val_loss: 0.0312319 | Time: 4411.51 ms [2022-04-12 08:25:53 main:574] : INFO : Epoch 1984 | loss: 0.0312308 | val_loss: 0.031234 | Time: 4349.7 ms [2022-04-12 08:25:57 main:574] : INFO : Epoch 1985 | loss: 0.0312325 | val_loss: 0.0312317 | Time: 4269.86 ms [2022-04-12 08:26:02 main:574] : INFO : Epoch 1986 | loss: 0.031235 | val_loss: 0.0312319 | Time: 4286.63 ms [2022-04-12 08:26:06 main:574] : INFO : Epoch 1987 | loss: 0.0312304 | val_loss: 0.0312312 | Time: 4354.87 ms [2022-04-12 08:26:10 main:574] : INFO : Epoch 1988 | loss: 0.0312298 | val_loss: 0.031231 | Time: 4272.31 ms [2022-04-12 08:26:15 main:574] : INFO : Epoch 1989 | loss: 0.031233 | val_loss: 0.031233 | Time: 4341.14 ms [2022-04-12 08:26:19 main:574] : INFO : Epoch 1990 | loss: 0.0312322 | val_loss: 0.0312311 | Time: 4324.89 ms [2022-04-12 08:26:23 main:574] : INFO : Epoch 1991 | loss: 0.0312319 | val_loss: 0.0312294 | Time: 4307.16 ms [2022-04-12 08:26:28 main:574] : INFO : Epoch 1992 | loss: 0.0312298 | val_loss: 0.0312288 | Time: 4240.9 ms [2022-04-12 08:26:32 main:574] : INFO : Epoch 1993 | loss: 0.0312301 | val_loss: 0.0312294 | Time: 4279.95 ms [2022-04-12 08:26:36 main:574] : INFO : Epoch 1994 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 4311.5 ms [2022-04-12 08:26:40 main:574] : INFO : Epoch 1995 | loss: 0.0312306 | val_loss: 0.0312297 | Time: 4087.88 ms [2022-04-12 08:26:44 main:574] : INFO : Epoch 1996 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 4222.88 ms [2022-04-12 08:26:49 main:574] : INFO : Epoch 1997 | loss: 0.0312288 | val_loss: 0.0312335 | Time: 4214.42 ms [2022-04-12 08:26:53 main:574] : INFO : Epoch 1998 | loss: 0.0312309 | val_loss: 0.0312394 | Time: 4298.15 ms [2022-04-12 08:26:57 main:574] : INFO : Epoch 1999 | loss: 0.0312319 | val_loss: 0.0312313 | Time: 4356.39 ms [2022-04-12 08:27:02 main:574] : INFO : Epoch 2000 | loss: 0.0312309 | val_loss: 0.0312326 | Time: 4224.13 ms [2022-04-12 08:27:06 main:574] : INFO : Epoch 2001 | loss: 0.0312288 | val_loss: 0.0312299 | Time: 4125.16 ms [2022-04-12 08:27:10 main:574] : INFO : Epoch 2002 | loss: 0.0312299 | val_loss: 0.0312298 | Time: 4230.07 ms [2022-04-12 08:27:14 main:574] : INFO : Epoch 2003 | loss: 0.0312297 | val_loss: 0.031232 | Time: 4355.57 ms [2022-04-12 08:27:19 main:574] : INFO : Epoch 2004 | loss: 0.0312318 | val_loss: 0.0312415 | Time: 4251.7 ms [2022-04-12 08:27:23 main:574] : INFO : Epoch 2005 | loss: 0.0312315 | val_loss: 0.0312308 | Time: 4120.76 ms [2022-04-12 08:27:27 main:574] : INFO : Epoch 2006 | loss: 0.0312294 | val_loss: 0.0312292 | Time: 4244.02 ms [2022-04-12 08:27:31 main:574] : INFO : Epoch 2007 | loss: 0.031229 | val_loss: 0.0312301 | Time: 4199.21 ms [2022-04-12 08:27:35 main:574] : INFO : Epoch 2008 | loss: 0.03123 | val_loss: 0.031229 | Time: 4185.25 ms [2022-04-12 08:27:40 main:574] : INFO : Epoch 2009 | loss: 0.0312302 | val_loss: 0.0312293 | Time: 4242.73 ms [2022-04-12 08:27:44 main:574] : INFO : Epoch 2010 | loss: 0.0312307 | val_loss: 0.0312294 | Time: 4225.48 ms [2022-04-12 08:27:48 main:574] : INFO : Epoch 2011 | loss: 0.0312292 | val_loss: 0.0312287 | Time: 4221.05 ms [2022-04-12 08:27:52 main:574] : INFO : Epoch 2012 | loss: 0.0312296 | val_loss: 0.0312334 | Time: 4289 ms [2022-04-12 08:27:57 main:574] : INFO : Epoch 2013 | loss: 0.0312308 | val_loss: 0.031232 | Time: 4269.08 ms [2022-04-12 08:28:01 main:574] : INFO : Epoch 2014 | loss: 0.0312299 | val_loss: 0.0312295 | Time: 4263.44 ms [2022-04-12 08:28:05 main:574] : INFO : Epoch 2015 | loss: 0.0312304 | val_loss: 0.0312328 | Time: 4195.03 ms [2022-04-12 08:28:09 main:574] : INFO : Epoch 2016 | loss: 0.0312333 | val_loss: 0.0312302 | Time: 4325.21 ms [2022-04-12 08:28:14 main:574] : INFO : Epoch 2017 | loss: 0.0312285 | val_loss: 0.0312291 | Time: 4270.25 ms [2022-04-12 08:28:18 main:574] : INFO : Epoch 2018 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 4285.03 ms [2022-04-12 08:28:22 main:574] : INFO : Epoch 2019 | loss: 0.0312298 | val_loss: 0.0312291 | Time: 4352.45 ms [2022-04-12 08:28:27 main:574] : INFO : Epoch 2020 | loss: 0.0312297 | val_loss: 0.0312311 | Time: 4351.99 ms [2022-04-12 08:28:31 main:574] : INFO : Epoch 2021 | loss: 0.0312295 | val_loss: 0.0312302 | Time: 4189.59 ms [2022-04-12 08:28:35 main:574] : INFO : Epoch 2022 | loss: 0.0312288 | val_loss: 0.0312293 | Time: 4160.15 ms [2022-04-12 08:28:39 main:574] : INFO : Epoch 2023 | loss: 0.0312285 | val_loss: 0.0312293 | Time: 4298.45 ms [2022-04-12 08:28:44 main:574] : INFO : Epoch 2024 | loss: 0.0312283 | val_loss: 0.0312292 | Time: 4205.64 ms [2022-04-12 08:28:48 main:574] : INFO : Epoch 2025 | loss: 0.03123 | val_loss: 0.0312366 | Time: 4220.41 ms [2022-04-12 08:28:52 main:574] : INFO : Epoch 2026 | loss: 0.0312301 | val_loss: 0.0312293 | Time: 4316.2 ms [2022-04-12 08:28:56 main:574] : INFO : Epoch 2027 | loss: 0.0312291 | val_loss: 0.03123 | Time: 4152.42 ms [2022-04-12 08:29:01 main:574] : INFO : Epoch 2028 | loss: 0.0312287 | val_loss: 0.0312298 | Time: 4349.05 ms [2022-04-12 08:29:05 main:574] : INFO : Epoch 2029 | loss: 0.0312286 | val_loss: 0.0312307 | Time: 4318.08 ms [2022-04-12 08:29:09 main:574] : INFO : Epoch 2030 | loss: 0.0312291 | val_loss: 0.0312295 | Time: 4223.64 ms [2022-04-12 08:29:13 main:574] : INFO : Epoch 2031 | loss: 0.0312286 | val_loss: 0.0312328 | Time: 4329.67 ms [2022-04-12 08:29:18 main:574] : INFO : Epoch 2032 | loss: 0.0312294 | val_loss: 0.0312303 | Time: 4275.67 ms [2022-04-12 08:29:22 main:574] : INFO : Epoch 2033 | loss: 0.0312295 | val_loss: 0.0312299 | Time: 4207 ms [2022-04-12 08:29:26 main:574] : INFO : Epoch 2034 | loss: 0.0312317 | val_loss: 0.0312347 | Time: 4284.54 ms [2022-04-12 08:29:31 main:574] : INFO : Epoch 2035 | loss: 0.03123 | val_loss: 0.0312327 | Time: 4289.85 ms [2022-04-12 08:29:35 main:574] : INFO : Epoch 2036 | loss: 0.0312289 | val_loss: 0.031229 | Time: 4279.03 ms [2022-04-12 08:29:39 main:574] : INFO : Epoch 2037 | loss: 0.0312287 | val_loss: 0.0312312 | Time: 4171.16 ms [2022-04-12 08:29:43 main:574] : INFO : Epoch 2038 | loss: 0.0312297 | val_loss: 0.0312292 | Time: 4217.51 ms [2022-04-12 08:29:48 main:574] : INFO : Epoch 2039 | loss: 0.0312298 | val_loss: 0.0312286 | Time: 4327.39 ms [2022-04-12 08:29:52 main:574] : INFO : Epoch 2040 | loss: 0.0312296 | val_loss: 0.0312298 | Time: 4320.84 ms [2022-04-12 08:29:56 main:574] : INFO : Epoch 2041 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 4230.59 ms [2022-04-12 08:30:00 main:574] : INFO : Epoch 2042 | loss: 0.031229 | val_loss: 0.0312293 | Time: 4293.03 ms [2022-04-12 08:30:05 main:574] : INFO : Epoch 2043 | loss: 0.0312293 | val_loss: 0.0312288 | Time: 4129.12 ms [2022-04-12 08:30:09 main:574] : INFO : Epoch 2044 | loss: 0.0312285 | val_loss: 0.031229 | Time: 4326.41 ms [2022-04-12 08:30:13 main:574] : INFO : Epoch 2045 | loss: 0.0312295 | val_loss: 0.0312298 | Time: 4443.08 ms [2022-04-12 08:30:18 main:574] : INFO : Epoch 2046 | loss: 0.0312294 | val_loss: 0.0312338 | Time: 4288.42 ms [2022-04-12 08:30:22 main:574] : INFO : Epoch 2047 | loss: 0.0312294 | val_loss: 0.0312332 | Time: 4175.79 ms [2022-04-12 08:30:26 main:574] : INFO : Epoch 2048 | loss: 0.0312292 | val_loss: 0.0312285 | Time: 4272.81 ms [2022-04-12 08:30:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312285 [2022-04-12 08:30:26 main:603] : INFO : Saving end state to config to file [2022-04-12 08:30:26 main:608] : INFO : Success, exiting.. 08:30:26 (1560): 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)