Task 5177370
| Name | ParityMachine-1619582227-15791-0_1 |
| Workunit | 3067268 |
| Created | 11 May 2021, 17:57:42 UTC |
| Sent | 11 May 2021, 21:43:28 UTC |
| Report deadline | 19 May 2021, 21:43:28 UTC |
| Received | 12 May 2021, 1:35:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 49 min 23 sec |
| CPU time | 2 hours 40 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9:53:14 main:574] : INFO : Epoch 1542 | loss: 0.0312377 | val_loss: 0.0312451 | Time: 4742.3 ms [2021-05-11 19:53:19 main:574] : INFO : Epoch 1543 | loss: 0.0312377 | val_loss: 0.031236 | Time: 5021.08 ms [2021-05-11 19:53:24 main:574] : INFO : Epoch 1544 | loss: 0.031231 | val_loss: 0.0312252 | Time: 5093.36 ms [2021-05-11 19:53:30 main:574] : INFO : Epoch 1545 | loss: 0.0312296 | val_loss: 0.0312355 | Time: 5085.9 ms [2021-05-11 19:53:35 main:574] : INFO : Epoch 1546 | loss: 0.0312276 | val_loss: 0.0312257 | Time: 4844.32 ms [2021-05-11 19:53:40 main:574] : INFO : Epoch 1547 | loss: 0.0312246 | val_loss: 0.0312272 | Time: 4946.6 ms [2021-05-11 19:53:45 main:574] : INFO : Epoch 1548 | loss: 0.031228 | val_loss: 0.0312257 | Time: 5024.49 ms [2021-05-11 19:53:50 main:574] : INFO : Epoch 1549 | loss: 0.0312246 | val_loss: 0.0312249 | Time: 5096.58 ms [2021-05-11 19:53:55 main:574] : INFO : Epoch 1550 | loss: 0.0312233 | val_loss: 0.0312421 | Time: 5139.75 ms [2021-05-11 19:54:00 main:574] : INFO : Epoch 1551 | loss: 0.0312249 | val_loss: 0.0312238 | Time: 4807.24 ms [2021-05-11 19:54:05 main:574] : INFO : Epoch 1552 | loss: 0.0312274 | val_loss: 0.0312315 | Time: 4814.33 ms [2021-05-11 19:54:10 main:574] : INFO : Epoch 1553 | loss: 0.0312258 | val_loss: 0.0312257 | Time: 4891.39 ms [2021-05-11 19:54:15 main:574] : INFO : Epoch 1554 | loss: 0.0312303 | val_loss: 0.0312281 | Time: 4773.66 ms [2021-05-11 19:54:20 main:574] : INFO : Epoch 1555 | loss: 0.0312326 | val_loss: 0.031232 | Time: 4961.59 ms [2021-05-11 19:54:25 main:574] : INFO : Epoch 1556 | loss: 0.031226 | val_loss: 0.0312234 | Time: 4884.1 ms [2021-05-11 19:54:30 main:574] : INFO : Epoch 1557 | loss: 0.031224 | val_loss: 0.0312227 | Time: 4837.17 ms [2021-05-11 19:54:35 main:574] : INFO : Epoch 1558 | loss: 0.0312327 | val_loss: 0.0312324 | Time: 4828.34 ms [2021-05-11 19:54:40 main:574] : INFO : Epoch 1559 | loss: 0.0312332 | val_loss: 0.0312348 | Time: 4795.52 ms [2021-05-11 19:54:46 main:574] : INFO : Epoch 1560 | loss: 0.031224 | val_loss: 0.0312223 | Time: 4749 ms [2021-05-11 19:54:51 main:574] : INFO : Epoch 1561 | loss: 0.0312238 | val_loss: 0.0312259 | Time: 4702.13 ms [2021-05-11 19:54:55 main:574] : INFO : Epoch 1562 | loss: 0.0312204 | val_loss: 0.0312245 | Time: 4767.26 ms [2021-05-11 19:55:01 main:574] : INFO : Epoch 1563 | loss: 0.031225 | val_loss: 0.0312225 | Time: 4906.33 ms [2021-05-11 19:55:06 main:574] : INFO : Epoch 1564 | loss: 0.0312219 | val_loss: 0.0312319 | Time: 4948.77 ms [2021-05-11 19:55:11 main:574] : INFO : Epoch 1565 | loss: 0.0312285 | val_loss: 0.0312328 | Time: 4802.34 ms [2021-05-11 19:55:16 main:574] : INFO : Epoch 1566 | loss: 0.0312328 | val_loss: 0.0312312 | Time: 4908.47 ms [2021-05-11 19:55:21 main:574] : INFO : Epoch 1567 | loss: 0.0312271 | val_loss: 0.0312354 | Time: 4677.41 ms [2021-05-11 19:55:26 main:574] : INFO : Epoch 1568 | loss: 0.0312321 | val_loss: 0.0312278 | Time: 5011.86 ms [2021-05-11 19:55:32 main:574] : INFO : Epoch 1569 | loss: 0.0312248 | val_loss: 0.0312236 | Time: 4941.05 ms [2021-05-11 19:55:37 main:574] : INFO : Epoch 1570 | loss: 0.0312336 | val_loss: 0.0312271 | Time: 4738.71 ms [2021-05-11 19:55:42 main:574] : INFO : Epoch 1571 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 4842.49 ms [2021-05-11 19:55:47 main:574] : INFO : Epoch 1572 | loss: 0.0312229 | val_loss: 0.0312554 | Time: 4631.89 ms [2021-05-11 19:55:53 main:574] : INFO : Epoch 1573 | loss: 0.0312342 | val_loss: 0.0312279 | Time: 4899.17 ms [2021-05-11 19:55:58 main:574] : INFO : Epoch 1574 | loss: 0.031223 | val_loss: 0.0312206 | Time: 5348.48 ms [2021-05-11 19:56:04 main:574] : INFO : Epoch 1575 | loss: 0.0312278 | val_loss: 0.0312328 | Time: 5148.22 ms [2021-05-11 19:56:09 main:574] : INFO : Epoch 1576 | loss: 0.0312229 | val_loss: 0.0312219 | Time: 4738.78 ms [2021-05-11 19:56:15 main:574] : INFO : Epoch 1577 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 4949.1 ms [2021-05-11 19:56:20 main:574] : INFO : Epoch 1578 | loss: 0.0312253 | val_loss: 0.0312232 | Time: 5050.6 ms [2021-05-11 19:56:26 main:574] : INFO : Epoch 1579 | loss: 0.0312218 | val_loss: 0.03122 | Time: 5134.17 ms [2021-05-11 19:56:31 main:574] : INFO : Epoch 1580 | loss: 0.0312229 | val_loss: 0.0312268 | Time: 4979.33 ms [2021-05-11 19:56:36 main:574] : INFO : Epoch 1581 | loss: 0.0312319 | val_loss: 0.0312338 | Time: 4912.74 ms [2021-05-11 19:56:41 main:574] : INFO : Epoch 1582 | loss: 0.0312277 | val_loss: 0.0312271 | Time: 5008.75 ms [2021-05-11 19:56:46 main:574] : INFO : Epoch 1583 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 4939.89 ms [2021-05-11 19:56:52 main:574] : INFO : Epoch 1584 | loss: 0.0312235 | val_loss: 0.0312262 | Time: 5104.97 ms [2021-05-11 19:56:57 main:574] : INFO : Epoch 1585 | loss: 0.031221 | val_loss: 0.031236 | Time: 5002.41 ms [2021-05-11 19:57:02 main:574] : INFO : Epoch 1586 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 4862.22 ms [2021-05-11 19:57:07 main:574] : INFO : Epoch 1587 | loss: 0.0312189 | val_loss: 0.0312254 | Time: 4871.66 ms [2021-05-11 19:57:12 main:574] : INFO : Epoch 1588 | loss: 0.0312197 | val_loss: 0.0312247 | Time: 5135.23 ms [2021-05-11 19:57:17 main:574] : INFO : Epoch 1589 | loss: 0.0312209 | val_loss: 0.0312413 | Time: 4970.34 ms [2021-05-11 19:57:22 main:574] : INFO : Epoch 1590 | loss: 0.0312211 | val_loss: 0.0312201 | Time: 4937 ms [2021-05-11 19:57:27 main:574] : INFO : Epoch 1591 | loss: 0.0312226 | val_loss: 0.031225 | Time: 4925.02 ms [2021-05-11 19:57:32 main:574] : INFO : Epoch 1592 | loss: 0.0312233 | val_loss: 0.0312556 | Time: 4959.56 ms [2021-05-11 19:57:37 main:574] : INFO : Epoch 1593 | loss: 0.0312279 | val_loss: 0.0312251 | Time: 4835.74 ms [2021-05-11 19:57:41 main:574] : INFO : Epoch 1594 | loss: 0.0312236 | val_loss: 0.031221 | Time: 4052.27 ms [2021-05-11 19:57:46 main:574] : INFO : Epoch 1595 | loss: 0.0312191 | val_loss: 0.0312319 | Time: 4834.04 ms [2021-05-11 19:57:51 main:574] : INFO : Epoch 1596 | loss: 0.0312265 | val_loss: 0.031234 | Time: 4948.41 ms [2021-05-11 19:57:56 main:574] : INFO : Epoch 1597 | loss: 0.0312221 | val_loss: 0.0312241 | Time: 4716.54 ms [2021-05-11 19:58:00 main:574] : INFO : Epoch 1598 | loss: 0.0312227 | val_loss: 0.0312243 | Time: 4818.58 ms [2021-05-11 19:58:05 main:574] : INFO : Epoch 1599 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 4836.2 ms [2021-05-11 19:58:10 main:574] : INFO : Epoch 1600 | loss: 0.0312217 | val_loss: 0.0312189 | Time: 4821.07 ms [2021-05-11 19:58:15 main:574] : INFO : Epoch 1601 | loss: 0.031218 | val_loss: 0.0312182 | Time: 4754.77 ms [2021-05-11 19:58:20 main:574] : INFO : Epoch 1602 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 4899.1 ms [2021-05-11 19:58:25 main:574] : INFO : Epoch 1603 | loss: 0.0312223 | val_loss: 0.0312226 | Time: 4792.04 ms [2021-05-11 19:58:30 main:574] : INFO : Epoch 1604 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 4763.04 ms [2021-05-11 19:58:35 main:574] : INFO : Epoch 1605 | loss: 0.0312213 | val_loss: 0.0312192 | Time: 4913.86 ms [2021-05-11 19:58:40 main:574] : INFO : Epoch 1606 | loss: 0.0312178 | val_loss: 0.0312222 | Time: 4739.57 ms [2021-05-11 19:58:45 main:574] : INFO : Epoch 1607 | loss: 0.0312168 | val_loss: 0.031219 | Time: 4865.03 ms [2021-05-11 19:58:49 main:574] : INFO : Epoch 1608 | loss: 0.0312167 | val_loss: 0.0312243 | Time: 4816.53 ms [2021-05-11 19:58:54 main:574] : INFO : Epoch 1609 | loss: 0.0312199 | val_loss: 0.0312271 | Time: 4874.63 ms [2021-05-11 19:58:59 main:574] : INFO : Epoch 1610 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 4604.73 ms [2021-05-11 19:59:04 main:574] : INFO : Epoch 1611 | loss: 0.0312166 | val_loss: 0.0312262 | Time: 4870.82 ms [2021-05-11 19:59:09 main:574] : INFO : Epoch 1612 | loss: 0.0312168 | val_loss: 0.031217 | Time: 4955.8 ms [2021-05-11 19:59:14 main:574] : INFO : Epoch 1613 | loss: 0.0312177 | val_loss: 0.0312253 | Time: 4794.35 ms [2021-05-11 19:59:19 main:574] : INFO : Epoch 1614 | loss: 0.0312178 | val_loss: 0.0312165 | Time: 4943.59 ms [2021-05-11 19:59:24 main:574] : INFO : Epoch 1615 | loss: 0.0312139 | val_loss: 0.0312161 | Time: 4763.68 ms [2021-05-11 19:59:28 main:574] : INFO : Epoch 1616 | loss: 0.031218 | val_loss: 0.0312169 | Time: 4812.89 ms [2021-05-11 19:59:33 main:574] : INFO : Epoch 1617 | loss: 0.0312215 | val_loss: 0.031218 | Time: 4837.38 ms [2021-05-11 19:59:38 main:574] : INFO : Epoch 1618 | loss: 0.0312186 | val_loss: 0.0312182 | Time: 4889.33 ms [2021-05-11 19:59:43 main:574] : INFO : Epoch 1619 | loss: 0.0312167 | val_loss: 0.0312218 | Time: 4725.32 ms [2021-05-11 19:59:48 main:574] : INFO : Epoch 1620 | loss: 0.0312203 | val_loss: 0.0312271 | Time: 4915.52 ms [2021-05-11 19:59:53 main:574] : INFO : Epoch 1621 | loss: 0.0312202 | val_loss: 0.0312208 | Time: 4904.75 ms [2021-05-11 19:59:58 main:574] : INFO : Epoch 1622 | loss: 0.0312176 | val_loss: 0.0312198 | Time: 4920.37 ms [2021-05-11 20:00:03 main:574] : INFO : Epoch 1623 | loss: 0.0312163 | val_loss: 0.0312192 | Time: 4760.52 ms [2021-05-11 20:00:08 main:574] : INFO : Epoch 1624 | loss: 0.0312172 | val_loss: 0.0312186 | Time: 4930.33 ms [2021-05-11 20:00:13 main:574] : INFO : Epoch 1625 | loss: 0.0312238 | val_loss: 0.0312234 | Time: 4855.59 ms [2021-05-11 20:00:18 main:574] : INFO : Epoch 1626 | loss: 0.0312175 | val_loss: 0.0312235 | Time: 5077.09 ms [2021-05-11 20:00:23 main:574] : INFO : Epoch 1627 | loss: 0.0312177 | val_loss: 0.0312276 | Time: 5185.15 ms [2021-05-11 20:00:28 main:574] : INFO : Epoch 1628 | loss: 0.0312193 | val_loss: 0.0312186 | Time: 5060.12 ms [2021-05-11 20:00:33 main:574] : INFO : Epoch 1629 | loss: 0.0312143 | val_loss: 0.0312146 | Time: 4833.97 ms [2021-05-11 20:00:38 main:574] : INFO : Epoch 1630 | loss: 0.0312161 | val_loss: 0.031216 | Time: 4879.4 ms [2021-05-11 20:00:43 main:574] : INFO : Epoch 1631 | loss: 0.0312218 | val_loss: 0.0312325 | Time: 5007.95 ms [2021-05-11 20:00:48 main:574] : INFO : Epoch 1632 | loss: 0.0312213 | val_loss: 0.0312222 | Time: 4865.17 ms [2021-05-11 20:00:53 main:574] : INFO : Epoch 1633 | loss: 0.0312201 | val_loss: 0.0312272 | Time: 4799.1 ms [2021-05-11 20:00:58 main:574] : INFO : Epoch 1634 | loss: 0.0312168 | val_loss: 0.0312148 | Time: 4893.83 ms [2021-05-11 20:01:03 main:574] : INFO : Epoch 1635 | loss: 0.0312143 | val_loss: 0.0312232 | Time: 4912.65 ms [2021-05-11 20:01:08 main:574] : INFO : Epoch 1636 | loss: 0.0312136 | val_loss: 0.0312136 | Time: 4748.76 ms [2021-05-11 20:01:13 main:574] : INFO : Epoch 1637 | loss: 0.0312143 | val_loss: 0.031219 | Time: 4846.74 ms [2021-05-11 20:01:18 main:574] : INFO : Epoch 1638 | loss: 0.0312167 | val_loss: 0.0312226 | Time: 4975.68 ms [2021-05-11 20:01:22 main:574] : INFO : Epoch 1639 | loss: 0.0312168 | val_loss: 0.0312166 | Time: 4854.76 ms [2021-05-11 20:01:28 main:574] : INFO : Epoch 1640 | loss: 0.0312167 | val_loss: 0.0312174 | Time: 5005.79 ms [2021-05-11 20:01:32 main:574] : INFO : Epoch 1641 | loss: 0.0312262 | val_loss: 0.0312256 | Time: 4902.58 ms [2021-05-11 20:01:37 main:574] : INFO : Epoch 1642 | loss: 0.0312212 | val_loss: 0.0312165 | Time: 4830.33 ms [2021-05-11 20:01:42 main:574] : INFO : Epoch 1643 | loss: 0.0312192 | val_loss: 0.0312178 | Time: 5048.23 ms [2021-05-11 20:01:47 main:574] : INFO : Epoch 1644 | loss: 0.0312161 | val_loss: 0.0312225 | Time: 4923.93 ms [2021-05-11 20:01:52 main:574] : INFO : Epoch 1645 | loss: 0.0312193 | val_loss: 0.0312166 | Time: 4729.03 ms [2021-05-11 20:01:57 main:574] : INFO : Epoch 1646 | loss: 0.0312187 | val_loss: 0.0312186 | Time: 4756.5 ms [2021-05-11 20:02:02 main:574] : INFO : Epoch 1647 | loss: 0.0312227 | val_loss: 0.0312274 | Time: 4769.44 ms [2021-05-11 20:02:07 main:574] : INFO : Epoch 1648 | loss: 0.0312153 | val_loss: 0.0312135 | Time: 4738.16 ms [2021-05-11 20:02:12 main:574] : INFO : Epoch 1649 | loss: 0.0312131 | val_loss: 0.0312163 | Time: 4976.03 ms [2021-05-11 20:02:16 main:574] : INFO : Epoch 1650 | loss: 0.0312133 | val_loss: 0.0312139 | Time: 4718.15 ms [2021-05-11 20:02:21 main:574] : INFO : Epoch 1651 | loss: 0.0312151 | val_loss: 0.0312143 | Time: 4843.04 ms [2021-05-11 20:02:26 main:574] : INFO : Epoch 1652 | loss: 0.0312133 | val_loss: 0.0312136 | Time: 4816.39 ms [2021-05-11 20:02:31 main:574] : INFO : Epoch 1653 | loss: 0.0312155 | val_loss: 0.0312141 | Time: 4957.26 ms [2021-05-11 20:02:36 main:574] : INFO : Epoch 1654 | loss: 0.0312128 | val_loss: 0.0312229 | Time: 4831.63 ms [2021-05-11 20:02:41 main:574] : INFO : Epoch 1655 | loss: 0.0312179 | val_loss: 0.0312179 | Time: 4845.03 ms [2021-05-11 20:02:46 main:574] : INFO : Epoch 1656 | loss: 0.0312161 | val_loss: 0.0312268 | Time: 4739.03 ms [2021-05-11 20:02:51 main:574] : INFO : Epoch 1657 | loss: 0.0312144 | val_loss: 0.0312155 | Time: 4844.19 ms [2021-05-11 20:02:56 main:574] : INFO : Epoch 1658 | loss: 0.0312115 | val_loss: 0.0312129 | Time: 4813.97 ms [2021-05-11 20:03:00 main:574] : INFO : Epoch 1659 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 4792.48 ms [2021-05-11 20:03:05 main:574] : INFO : Epoch 1660 | loss: 0.031212 | val_loss: 0.0312194 | Time: 4890.09 ms [2021-05-11 20:03:10 main:574] : INFO : Epoch 1661 | loss: 0.0312159 | val_loss: 0.0312136 | Time: 4788.9 ms [2021-05-11 20:03:15 main:574] : INFO : Epoch 1662 | loss: 0.0312125 | val_loss: 0.03122 | Time: 4717.52 ms [2021-05-11 20:03:20 main:574] : INFO : Epoch 1663 | loss: 0.0312172 | val_loss: 0.0312149 | Time: 4836.08 ms [2021-05-11 20:03:25 main:574] : INFO : Epoch 1664 | loss: 0.031211 | val_loss: 0.031228 | Time: 4781.29 ms [2021-05-11 20:03:29 main:574] : INFO : Epoch 1665 | loss: 0.0312153 | val_loss: 0.0312245 | Time: 4769.03 ms [2021-05-11 20:03:34 main:574] : INFO : Epoch 1666 | loss: 0.0312183 | val_loss: 0.0312172 | Time: 4704.81 ms [2021-05-11 20:03:39 main:574] : INFO : Epoch 1667 | loss: 0.0312142 | val_loss: 0.0312134 | Time: 4850.53 ms [2021-05-11 20:03:44 main:574] : INFO : Epoch 1668 | loss: 0.0312141 | val_loss: 0.0312194 | Time: 4645.11 ms [2021-05-11 20:03:49 main:574] : INFO : Epoch 1669 | loss: 0.0312146 | val_loss: 0.0312124 | Time: 4726.29 ms [2021-05-11 20:03:53 main:574] : INFO : Epoch 1670 | loss: 0.0312105 | val_loss: 0.0312124 | Time: 4812.34 ms [2021-05-11 20:03:58 main:574] : INFO : Epoch 1671 | loss: 0.0312108 | val_loss: 0.0312131 | Time: 4717 ms [2021-05-11 20:04:03 main:574] : INFO : Epoch 1672 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 4861.64 ms [2021-05-11 20:04:08 main:574] : INFO : Epoch 1673 | loss: 0.031212 | val_loss: 0.0312201 | Time: 4899.11 ms [2021-05-11 20:04:13 main:574] : INFO : Epoch 1674 | loss: 0.0312172 | val_loss: 0.0312133 | Time: 4845.67 ms [2021-05-11 20:04:18 main:574] : INFO : Epoch 1675 | loss: 0.0312166 | val_loss: 0.0312196 | Time: 4861.51 ms [2021-05-11 20:04:23 main:574] : INFO : Epoch 1676 | loss: 0.0312159 | val_loss: 0.0312129 | Time: 4949.08 ms [2021-05-11 20:04:28 main:574] : INFO : Epoch 1677 | loss: 0.0312157 | val_loss: 0.0312154 | Time: 4990.05 ms [2021-05-11 20:04:33 main:574] : INFO : Epoch 1678 | loss: 0.031213 | val_loss: 0.031221 | Time: 4808.61 ms [2021-05-11 20:04:38 main:574] : INFO : Epoch 1679 | loss: 0.0312154 | val_loss: 0.0312196 | Time: 4771.58 ms [2021-05-11 20:04:43 main:574] : INFO : Epoch 1680 | loss: 0.0312148 | val_loss: 0.031216 | Time: 4971.5 ms [2021-05-11 20:04:48 main:574] : INFO : Epoch 1681 | loss: 0.0312134 | val_loss: 0.0312181 | Time: 4850.44 ms [2021-05-11 20:04:52 main:574] : INFO : Epoch 1682 | loss: 0.0312147 | val_loss: 0.0312229 | Time: 4760.23 ms [2021-05-11 20:04:57 main:574] : INFO : Epoch 1683 | loss: 0.0312146 | val_loss: 0.0312252 | Time: 4652.81 ms [2021-05-11 20:05:02 main:574] : INFO : Epoch 1684 | loss: 0.0312117 | val_loss: 0.0312122 | Time: 4760.11 ms [2021-05-11 20:05:07 main:574] : INFO : Epoch 1685 | loss: 0.0312143 | val_loss: 0.031224 | Time: 4702.5 ms [2021-05-11 20:05:12 main:574] : INFO : Epoch 1686 | loss: 0.0312194 | val_loss: 0.0312281 | Time: 4812.72 ms [2021-05-11 20:05:17 main:574] : INFO : Epoch 1687 | loss: 0.0312158 | val_loss: 0.031212 | Time: 5009.52 ms [2021-05-11 20:05:22 main:574] : INFO : Epoch 1688 | loss: 0.0312113 | val_loss: 0.0312154 | Time: 4895 ms [2021-05-11 20:05:27 main:574] : INFO : Epoch 1689 | loss: 0.0312136 | val_loss: 0.0312237 | Time: 4876.42 ms [2021-05-11 20:05:31 main:574] : INFO : Epoch 1690 | loss: 0.0312157 | val_loss: 0.0312116 | Time: 4671.67 ms [2021-05-11 20:05:36 main:574] : INFO : Epoch 1691 | loss: 0.0312121 | val_loss: 0.0312126 | Time: 4741.62 ms [2021-05-11 20:05:41 main:574] : INFO : Epoch 1692 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 4836.02 ms [2021-05-11 20:05:46 main:574] : INFO : Epoch 1693 | loss: 0.0312102 | val_loss: 0.0312322 | Time: 4832.3 ms [2021-05-11 20:05:51 main:574] : INFO : Epoch 1694 | loss: 0.0312135 | val_loss: 0.0312149 | Time: 4767.14 ms [2021-05-11 20:05:56 main:574] : INFO : Epoch 1695 | loss: 0.031217 | val_loss: 0.0312171 | Time: 4939.62 ms [2021-05-11 20:06:01 main:574] : INFO : Epoch 1696 | loss: 0.0312117 | val_loss: 0.0312242 | Time: 4917.31 ms [2021-05-11 20:06:06 main:574] : INFO : Epoch 1697 | loss: 0.0312196 | val_loss: 0.0312223 | Time: 4913.02 ms [2021-05-11 20:06:11 main:574] : INFO : Epoch 1698 | loss: 0.0312142 | val_loss: 0.0312119 | Time: 4731.03 ms [2021-05-11 20:06:15 main:574] : INFO : Epoch 1699 | loss: 0.0312142 | val_loss: 0.0312148 | Time: 4818.45 ms [2021-05-11 20:06:20 main:574] : INFO : Epoch 1700 | loss: 0.0312128 | val_loss: 0.0312143 | Time: 4866.79 ms [2021-05-11 20:06:25 main:574] : INFO : Epoch 1701 | loss: 0.0312096 | val_loss: 0.0312149 | Time: 4942.41 ms [2021-05-11 20:06:30 main:574] : INFO : Epoch 1702 | loss: 0.0312179 | val_loss: 0.0312216 | Time: 4845.86 ms [2021-05-11 20:06:35 main:574] : INFO : Epoch 1703 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 5151.77 ms [2021-05-11 20:06:40 main:574] : INFO : Epoch 1704 | loss: 0.0312091 | val_loss: 0.0312122 | Time: 4777.79 ms [2021-05-11 20:06:45 main:574] : INFO : Epoch 1705 | loss: 0.03121 | val_loss: 0.031214 | Time: 4921.92 ms [2021-05-11 20:06:50 main:574] : INFO : Epoch 1706 | loss: 0.0312135 | val_loss: 0.0312364 | Time: 4836.54 ms [2021-05-11 20:06:55 main:574] : INFO : Epoch 1707 | loss: 0.0312202 | val_loss: 0.0312355 | Time: 4828.27 ms [2021-05-11 20:07:00 main:574] : INFO : Epoch 1708 | loss: 0.0312127 | val_loss: 0.0312118 | Time: 4930.14 ms [2021-05-11 20:07:05 main:574] : INFO : Epoch 1709 | loss: 0.0312166 | val_loss: 0.0312258 | Time: 4750.86 ms [2021-05-11 20:07:10 main:574] : INFO : Epoch 1710 | loss: 0.0312192 | val_loss: 0.0312134 | Time: 4973.65 ms [2021-05-11 20:07:15 main:574] : INFO : Epoch 1711 | loss: 0.0312137 | val_loss: 0.0312132 | Time: 4833.68 ms [2021-05-11 20:07:20 main:574] : INFO : Epoch 1712 | loss: 0.0312136 | val_loss: 0.0312174 | Time: 4823.42 ms [2021-05-11 20:07:25 main:574] : INFO : Epoch 1713 | loss: 0.0312117 | val_loss: 0.0312189 | Time: 4997.06 ms [2021-05-11 20:07:30 main:574] : INFO : Epoch 1714 | loss: 0.0312105 | val_loss: 0.031211 | Time: 4722.33 ms [2021-05-11 20:07:34 main:574] : INFO : Epoch 1715 | loss: 0.0312095 | val_loss: 0.0312106 | Time: 4738.33 ms [2021-05-11 20:07:39 main:574] : INFO : Epoch 1716 | loss: 0.0312088 | val_loss: 0.031211 | Time: 4910.12 ms [2021-05-11 20:07:44 main:574] : INFO : Epoch 1717 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 4712.38 ms [2021-05-11 20:07:49 main:574] : INFO : Epoch 1718 | loss: 0.0312223 | val_loss: 0.0312351 | Time: 4934.48 ms [2021-05-11 20:07:54 main:574] : INFO : Epoch 1719 | loss: 0.0312178 | val_loss: 0.0312286 | Time: 4782.39 ms [2021-05-11 20:07:59 main:574] : INFO : Epoch 1720 | loss: 0.0312164 | val_loss: 0.0312115 | Time: 4898.48 ms [2021-05-11 20:08:04 main:574] : INFO : Epoch 1721 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 4830.51 ms [2021-05-11 20:08:09 main:574] : INFO : Epoch 1722 | loss: 0.031208 | val_loss: 0.0312103 | Time: 4767.85 ms [2021-05-11 20:08:14 main:574] : INFO : Epoch 1723 | loss: 0.0312086 | val_loss: 0.0312133 | Time: 4737.86 ms [2021-05-11 20:08:18 main:574] : INFO : Epoch 1724 | loss: 0.0312116 | val_loss: 0.031213 | Time: 4839.74 ms [2021-05-11 20:08:23 main:574] : INFO : Epoch 1725 | loss: 0.031211 | val_loss: 0.0312165 | Time: 4813.59 ms [2021-05-11 20:08:28 main:574] : INFO : Epoch 1726 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 4829.87 ms [2021-05-11 20:08:33 main:574] : INFO : Epoch 1727 | loss: 0.0312083 | val_loss: 0.0312097 | Time: 4850.42 ms [2021-05-11 20:08:38 main:574] : INFO : Epoch 1728 | loss: 0.0312088 | val_loss: 0.0312154 | Time: 4867.3 ms [2021-05-11 20:08:43 main:574] : INFO : Epoch 1729 | loss: 0.0312087 | val_loss: 0.0312099 | Time: 4859.88 ms [2021-05-11 20:08:48 main:574] : INFO : Epoch 1730 | loss: 0.0312077 | val_loss: 0.0312101 | Time: 4832.36 ms [2021-05-11 20:08:53 main:574] : INFO : Epoch 1731 | loss: 0.0312084 | val_loss: 0.0312111 | Time: 4757.56 ms [2021-05-11 20:08:58 main:574] : INFO : Epoch 1732 | loss: 0.0312091 | val_loss: 0.0312103 | Time: 5061.17 ms [2021-05-11 20:09:03 main:574] : INFO : Epoch 1733 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 4720.86 ms [2021-05-11 20:09:07 main:574] : INFO : Epoch 1734 | loss: 0.0312102 | val_loss: 0.0312134 | Time: 4788.44 ms [2021-05-11 20:09:12 main:574] : INFO : Epoch 1735 | loss: 0.0312103 | val_loss: 0.0312242 | Time: 4850.2 ms [2021-05-11 20:09:17 main:574] : INFO : Epoch 1736 | loss: 0.0312173 | val_loss: 0.0312159 | Time: 4896.7 ms [2021-05-11 20:09:22 main:574] : INFO : Epoch 1737 | loss: 0.0312134 | val_loss: 0.0312102 | Time: 4892.43 ms [2021-05-11 20:09:27 main:574] : INFO : Epoch 1738 | loss: 0.0312114 | val_loss: 0.031215 | Time: 4796.71 ms [2021-05-11 20:09:32 main:574] : INFO : Epoch 1739 | loss: 0.0312127 | val_loss: 0.0312101 | Time: 5034.09 ms [2021-05-11 20:09:37 main:574] : INFO : Epoch 1740 | loss: 0.0312138 | val_loss: 0.0312115 | Time: 4887.06 ms [2021-05-11 20:09:42 main:574] : INFO : Epoch 1741 | loss: 0.0312098 | val_loss: 0.0312187 | Time: 5090.85 ms [2021-05-11 20:09:47 main:574] : INFO : Epoch 1742 | loss: 0.0312214 | val_loss: 0.0312154 | Time: 4795.9 ms [2021-05-11 20:09:52 main:574] : INFO : Epoch 1743 | loss: 0.0312156 | val_loss: 0.0312107 | Time: 5005.61 ms [2021-05-11 20:09:57 main:574] : INFO : Epoch 1744 | loss: 0.0312129 | val_loss: 0.0312109 | Time: 4678.04 ms [2021-05-11 20:10:02 main:574] : INFO : Epoch 1745 | loss: 0.0312115 | val_loss: 0.0312079 | Time: 4976.52 ms [2021-05-11 20:10:07 main:574] : INFO : Epoch 1746 | loss: 0.0312092 | val_loss: 0.0312085 | Time: 4789.78 ms [2021-05-11 20:10:12 main:574] : INFO : Epoch 1747 | loss: 0.0312076 | val_loss: 0.0312167 | Time: 4915.76 ms [2021-05-11 20:10:17 main:574] : INFO : Epoch 1748 | loss: 0.0312071 | val_loss: 0.0312076 | Time: 4830.2 ms [2021-05-11 20:10:22 main:574] : INFO : Epoch 1749 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 4890.25 ms [2021-05-11 20:10:27 main:574] : INFO : Epoch 1750 | loss: 0.0312076 | val_loss: 0.0312111 | Time: 4893.37 ms [2021-05-11 20:10:32 main:574] : INFO : Epoch 1751 | loss: 0.0312073 | val_loss: 0.0312076 | Time: 4872.79 ms [2021-05-11 20:10:37 main:574] : INFO : Epoch 1752 | loss: 0.0312061 | val_loss: 0.0312161 | Time: 4887.51 ms [2021-05-11 20:10:42 main:574] : INFO : Epoch 1753 | loss: 0.0312081 | val_loss: 0.031208 | Time: 4864.01 ms [2021-05-11 20:10:46 main:574] : INFO : Epoch 1754 | loss: 0.031207 | val_loss: 0.0312096 | Time: 4756.03 ms [2021-05-11 20:10:52 main:574] : INFO : Epoch 1755 | loss: 0.0312096 | val_loss: 0.0312143 | Time: 5027.37 ms [2021-05-11 20:10:57 main:574] : INFO : Epoch 1756 | loss: 0.0312098 | val_loss: 0.0312161 | Time: 5230.3 ms [2021-05-11 20:11:02 main:574] : INFO : Epoch 1757 | loss: 0.0312077 | val_loss: 0.0312075 | Time: 5051.9 ms [2021-05-11 20:11:07 main:574] : INFO : Epoch 1758 | loss: 0.031211 | val_loss: 0.0312174 | Time: 4904.62 ms [2021-05-11 20:11:12 main:574] : INFO : Epoch 1759 | loss: 0.0312114 | val_loss: 0.0312162 | Time: 4802.7 ms [2021-05-11 20:11:17 main:574] : INFO : Epoch 1760 | loss: 0.0312083 | val_loss: 0.0312072 | Time: 4740.06 ms [2021-05-11 20:11:21 main:574] : INFO : Epoch 1761 | loss: 0.0312083 | val_loss: 0.0312081 | Time: 4742.55 ms [2021-05-11 20:11:26 main:574] : INFO : Epoch 1762 | loss: 0.031212 | val_loss: 0.0312115 | Time: 4715.85 ms [2021-05-11 20:11:31 main:574] : INFO : Epoch 1763 | loss: 0.0312161 | val_loss: 0.0312158 | Time: 4726.89 ms [2021-05-11 20:11:36 main:574] : INFO : Epoch 1764 | loss: 0.0312161 | val_loss: 0.03121 | Time: 4810.42 ms [2021-05-11 20:11:41 main:574] : INFO : Epoch 1765 | loss: 0.0312076 | val_loss: 0.0312069 | Time: 4862.62 ms [2021-05-11 20:11:46 main:574] : INFO : Epoch 1766 | loss: 0.0312089 | val_loss: 0.0312086 | Time: 4856.66 ms [2021-05-11 20:11:51 main:574] : INFO : Epoch 1767 | loss: 0.0312094 | val_loss: 0.0312191 | Time: 4903.54 ms [2021-05-11 20:11:56 main:574] : INFO : Epoch 1768 | loss: 0.0312087 | val_loss: 0.0312126 | Time: 4833.81 ms [2021-05-11 20:12:01 main:574] : INFO : Epoch 1769 | loss: 0.0312078 | val_loss: 0.0312071 | Time: 4957.96 ms [2021-05-11 20:12:05 main:574] : INFO : Epoch 1770 | loss: 0.0312066 | val_loss: 0.0312191 | Time: 4881.3 ms [2021-05-11 20:12:11 main:574] : INFO : Epoch 1771 | loss: 0.0312094 | val_loss: 0.0312075 | Time: 5093.51 ms [2021-05-11 20:12:16 main:574] : INFO : Epoch 1772 | loss: 0.0312075 | val_loss: 0.0312115 | Time: 5232.6 ms [2021-05-11 20:12:21 main:574] : INFO : Epoch 1773 | loss: 0.0312066 | val_loss: 0.0312081 | Time: 5088.08 ms [2021-05-11 20:12:26 main:574] : INFO : Epoch 1774 | loss: 0.0312074 | val_loss: 0.0312202 | Time: 5170.64 ms [2021-05-11 20:12:31 main:574] : INFO : Epoch 1775 | loss: 0.0312094 | val_loss: 0.0312079 | Time: 4906.72 ms [2021-05-11 20:12:36 main:574] : INFO : Epoch 1776 | loss: 0.0312067 | val_loss: 0.0312066 | Time: 4789.59 ms [2021-05-11 20:12:41 main:574] : INFO : Epoch 1777 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 4824.97 ms [2021-05-11 20:12:46 main:574] : INFO : Epoch 1778 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 4836.4 ms [2021-05-11 20:12:51 main:574] : INFO : Epoch 1779 | loss: 0.0312053 | val_loss: 0.0312117 | Time: 4992.91 ms [2021-05-11 20:12:56 main:574] : INFO : Epoch 1780 | loss: 0.0312074 | val_loss: 0.0312079 | Time: 4869.64 ms [2021-05-11 20:13:01 main:574] : INFO : Epoch 1781 | loss: 0.0312059 | val_loss: 0.0312062 | Time: 4768.6 ms [2021-05-11 20:13:06 main:574] : INFO : Epoch 1782 | loss: 0.0312061 | val_loss: 0.0312074 | Time: 4825.53 ms [2021-05-11 20:13:11 main:574] : INFO : Epoch 1783 | loss: 0.0312074 | val_loss: 0.031212 | Time: 4834.08 ms [2021-05-11 20:13:16 main:574] : INFO : Epoch 1784 | loss: 0.0312045 | val_loss: 0.0312058 | Time: 4804.92 ms [2021-05-11 20:13:20 main:574] : INFO : Epoch 1785 | loss: 0.0312051 | val_loss: 0.0312057 | Time: 4799.25 ms [2021-05-11 20:13:25 main:574] : INFO : Epoch 1786 | loss: 0.0312054 | val_loss: 0.0312059 | Time: 4885.38 ms [2021-05-11 20:13:30 main:574] : INFO : Epoch 1787 | loss: 0.0312057 | val_loss: 0.0312086 | Time: 4850.26 ms [2021-05-11 20:13:35 main:574] : INFO : Epoch 1788 | loss: 0.0312068 | val_loss: 0.0312094 | Time: 4770.68 ms [2021-05-11 20:13:40 main:574] : INFO : Epoch 1789 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 4915.48 ms [2021-05-11 20:13:45 main:574] : INFO : Epoch 1790 | loss: 0.031207 | val_loss: 0.0312114 | Time: 4939.69 ms [2021-05-11 20:13:50 main:574] : INFO : Epoch 1791 | loss: 0.0312132 | val_loss: 0.0312065 | Time: 4892.26 ms [2021-05-11 20:13:55 main:574] : INFO : Epoch 1792 | loss: 0.0312099 | val_loss: 0.0312198 | Time: 5078.96 ms [2021-05-11 20:14:00 main:574] : INFO : Epoch 1793 | loss: 0.0312194 | val_loss: 0.0312199 | Time: 4954.85 ms [2021-05-11 20:14:05 main:574] : INFO : Epoch 1794 | loss: 0.0312093 | val_loss: 0.0312142 | Time: 4867.86 ms [2021-05-11 20:14:10 main:574] : INFO : Epoch 1795 | loss: 0.0312068 | val_loss: 0.0312108 | Time: 4836.19 ms [2021-05-11 20:14:15 main:574] : INFO : Epoch 1796 | loss: 0.0312043 | val_loss: 0.0312155 | Time: 4897.42 ms [2021-05-11 20:14:20 main:574] : INFO : Epoch 1797 | loss: 0.0312069 | val_loss: 0.0312124 | Time: 4801.01 ms [2021-05-11 20:14:25 main:574] : INFO : Epoch 1798 | loss: 0.0312052 | val_loss: 0.0312055 | Time: 4908.71 ms [2021-05-11 20:14:30 main:574] : INFO : Epoch 1799 | loss: 0.0312042 | val_loss: 0.0312072 | Time: 4846.69 ms [2021-05-11 20:14:35 main:574] : INFO : Epoch 1800 | loss: 0.0312091 | val_loss: 0.0312157 | Time: 4822.28 ms [2021-05-11 20:14:40 main:574] : INFO : Epoch 1801 | loss: 0.0312092 | val_loss: 0.031209 | Time: 4724.63 ms [2021-05-11 20:14:45 main:574] : INFO : Epoch 1802 | loss: 0.0312059 | val_loss: 0.0312058 | Time: 5136.02 ms [2021-05-11 20:14:50 main:574] : INFO : Epoch 1803 | loss: 0.0312042 | val_loss: 0.0312047 | Time: 4780.79 ms [2021-05-11 20:14:55 main:574] : INFO : Epoch 1804 | loss: 0.0312032 | val_loss: 0.0312045 | Time: 4786.86 ms [2021-05-11 20:14:59 main:574] : INFO : Epoch 1805 | loss: 0.0312076 | val_loss: 0.0312099 | Time: 4899.4 ms [2021-05-11 20:15:05 main:574] : INFO : Epoch 1806 | loss: 0.03121 | val_loss: 0.0312046 | Time: 4932.37 ms [2021-05-11 20:15:09 main:574] : INFO : Epoch 1807 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 4770.83 ms [2021-05-11 20:15:14 main:574] : INFO : Epoch 1808 | loss: 0.031208 | val_loss: 0.0312249 | Time: 4874.52 ms [2021-05-11 20:15:19 main:574] : INFO : Epoch 1809 | loss: 0.031211 | val_loss: 0.0312054 | Time: 4823.9 ms [2021-05-11 20:15:24 main:574] : INFO : Epoch 1810 | loss: 0.0312051 | val_loss: 0.0312049 | Time: 4778.21 ms [2021-05-11 20:15:29 main:574] : INFO : Epoch 1811 | loss: 0.0312039 | val_loss: 0.0312076 | Time: 4957.19 ms [2021-05-11 20:15:34 main:574] : INFO : Epoch 1812 | loss: 0.0312052 | val_loss: 0.031209 | Time: 4834.42 ms [2021-05-11 20:15:39 main:574] : INFO : Epoch 1813 | loss: 0.031204 | val_loss: 0.0312051 | Time: 4953.52 ms [2021-05-11 20:15:44 main:574] : INFO : Epoch 1814 | loss: 0.0312016 | val_loss: 0.0312041 | Time: 4649.77 ms [2021-05-11 20:15:48 main:574] : INFO : Epoch 1815 | loss: 0.0312039 | val_loss: 0.0312042 | Time: 4706.76 ms [2021-05-11 20:15:53 main:574] : INFO : Epoch 1816 | loss: 0.0312049 | val_loss: 0.0312058 | Time: 4742.2 ms [2021-05-11 20:15:58 main:574] : INFO : Epoch 1817 | loss: 0.0312048 | val_loss: 0.0312051 | Time: 4765.22 ms [2021-05-11 20:16:03 main:574] : INFO : Epoch 1818 | loss: 0.0312054 | val_loss: 0.031207 | Time: 4953.6 ms [2021-05-11 20:16:08 main:574] : INFO : Epoch 1819 | loss: 0.0312047 | val_loss: 0.031208 | Time: 4953.11 ms [2021-05-11 20:16:13 main:574] : INFO : Epoch 1820 | loss: 0.0312118 | val_loss: 0.031209 | Time: 4756.66 ms [2021-05-11 20:16:18 main:574] : INFO : Epoch 1821 | loss: 0.0312063 | val_loss: 0.0312081 | Time: 5000.62 ms [2021-05-11 20:16:23 main:574] : INFO : Epoch 1822 | loss: 0.031207 | val_loss: 0.0312048 | Time: 5024.63 ms [2021-05-11 20:16:28 main:574] : INFO : Epoch 1823 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 4787.35 ms [2021-05-11 20:16:33 main:574] : INFO : Epoch 1824 | loss: 0.0312024 | val_loss: 0.031204 | Time: 5023.4 ms [2021-05-11 20:16:38 main:574] : INFO : Epoch 1825 | loss: 0.0312024 | val_loss: 0.0312069 | Time: 4835.6 ms [2021-05-11 20:16:43 main:574] : INFO : Epoch 1826 | loss: 0.0312014 | val_loss: 0.0312076 | Time: 5084.63 ms [2021-05-11 20:16:48 main:574] : INFO : Epoch 1827 | loss: 0.0312028 | val_loss: 0.0312066 | Time: 4813.07 ms [2021-05-11 20:16:53 main:574] : INFO : Epoch 1828 | loss: 0.0312036 | val_loss: 0.0312033 | Time: 4932.28 ms [2021-05-11 20:16:58 main:574] : INFO : Epoch 1829 | loss: 0.0312064 | val_loss: 0.031214 | Time: 4775.21 ms [2021-05-11 20:17:03 main:574] : INFO : Epoch 1830 | loss: 0.0312055 | val_loss: 0.0312038 | Time: 4880.64 ms [2021-05-11 20:17:08 main:574] : INFO : Epoch 1831 | loss: 0.0312036 | val_loss: 0.0312042 | Time: 4909.09 ms [2021-05-11 20:17:13 main:574] : INFO : Epoch 1832 | loss: 0.0312023 | val_loss: 0.0312125 | Time: 4791.67 ms [2021-05-11 20:17:17 main:574] : INFO : Epoch 1833 | loss: 0.031205 | val_loss: 0.0312034 | Time: 4800.17 ms [2021-05-11 20:17:22 main:574] : INFO : Epoch 1834 | loss: 0.0312036 | val_loss: 0.0312059 | Time: 4810.05 ms [2021-05-11 20:17:27 main:574] : INFO : Epoch 1835 | loss: 0.0312018 | val_loss: 0.031206 | Time: 4969.11 ms [2021-05-11 20:17:32 main:574] : INFO : Epoch 1836 | loss: 0.0312015 | val_loss: 0.0312031 | Time: 4944.5 ms [2021-05-11 20:17:37 main:574] : INFO : Epoch 1837 | loss: 0.0312003 | val_loss: 0.0312036 | Time: 4993.11 ms [2021-05-11 20:17:42 main:574] : INFO : Epoch 1838 | loss: 0.0312011 | val_loss: 0.0312027 | Time: 4885.31 ms [2021-05-11 20:17:47 main:574] : INFO : Epoch 1839 | loss: 0.0312013 | val_loss: 0.031208 | Time: 4903.65 ms [2021-05-11 20:17:52 main:574] : INFO : Epoch 1840 | loss: 0.0312022 | val_loss: 0.0312039 | Time: 4896.23 ms [2021-05-11 20:17:57 main:574] : INFO : Epoch 1841 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 4795.78 ms [2021-05-11 20:18:02 main:574] : INFO : Epoch 1842 | loss: 0.0312015 | val_loss: 0.0312031 | Time: 4848.92 ms [2021-05-11 20:18:07 main:574] : INFO : Epoch 1843 | loss: 0.0312039 | val_loss: 0.0312096 | Time: 4990.86 ms [2021-05-11 20:18:12 main:574] : INFO : Epoch 1844 | loss: 0.0312045 | val_loss: 0.0312065 | Time: 4988.47 ms [2021-05-11 20:18:17 main:574] : INFO : Epoch 1845 | loss: 0.0312006 | val_loss: 0.0312032 | Time: 4901.89 ms [2021-05-11 20:18:22 main:574] : INFO : Epoch 1846 | loss: 0.0312007 | val_loss: 0.0312022 | Time: 4926.72 ms [2021-05-11 20:18:27 main:574] : INFO : Epoch 1847 | loss: 0.0311991 | val_loss: 0.0312053 | Time: 4862.36 ms [2021-05-11 20:18:32 main:574] : INFO : Epoch 1848 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 4952.73 ms [2021-05-11 20:18:37 main:574] : INFO : Epoch 1849 | loss: 0.0312003 | val_loss: 0.0312076 | Time: 4750.19 ms [2021-05-11 20:18:42 main:574] : INFO : Epoch 1850 | loss: 0.0312077 | val_loss: 0.0312059 | Time: 4777.41 ms [2021-05-11 20:18:47 main:574] : INFO : Epoch 1851 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 4940.71 ms [2021-05-11 20:18:52 main:574] : INFO : Epoch 1852 | loss: 0.0312023 | val_loss: 0.0312094 | Time: 4924.47 ms [2021-05-11 20:18:57 main:574] : INFO : Epoch 1853 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 4817.28 ms [2021-05-11 20:19:02 main:574] : INFO : Epoch 1854 | loss: 0.0311995 | val_loss: 0.0312033 | Time: 4949.55 ms [2021-05-11 20:19:07 main:574] : INFO : Epoch 1855 | loss: 0.0312057 | val_loss: 0.0312035 | Time: 4763.26 ms [2021-05-11 20:19:11 main:574] : INFO : Epoch 1856 | loss: 0.031205 | val_loss: 0.031208 | Time: 4727.06 ms [2021-05-11 20:19:16 main:574] : INFO : Epoch 1857 | loss: 0.0312033 | val_loss: 0.0312046 | Time: 4907.43 ms [2021-05-11 20:19:21 main:574] : INFO : Epoch 1858 | loss: 0.031199 | val_loss: 0.031205 | Time: 4792.56 ms [2021-05-11 20:19:26 main:574] : INFO : Epoch 1859 | loss: 0.0311987 | val_loss: 0.0312023 | Time: 4957.22 ms [2021-05-11 20:19:31 main:574] : INFO : Epoch 1860 | loss: 0.0311993 | val_loss: 0.0312025 | Time: 4851.98 ms [2021-05-11 20:19:36 main:574] : INFO : Epoch 1861 | loss: 0.0312004 | val_loss: 0.0312057 | Time: 4914.74 ms [2021-05-11 20:19:41 main:574] : INFO : Epoch 1862 | loss: 0.0311999 | val_loss: 0.0312045 | Time: 4995.49 ms [2021-05-11 20:19:46 main:574] : INFO : Epoch 1863 | loss: 0.0311984 | val_loss: 0.0312051 | Time: 4730.93 ms [2021-05-11 20:19:51 main:574] : INFO : Epoch 1864 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 4889.87 ms [2021-05-11 20:19:56 main:574] : INFO : Epoch 1865 | loss: 0.0312019 | val_loss: 0.0312022 | Time: 4746.48 ms [2021-05-11 20:20:01 main:574] : INFO : Epoch 1866 | loss: 0.0311994 | val_loss: 0.0312028 | Time: 4891.33 ms [2021-05-11 20:20:06 main:574] : INFO : Epoch 1867 | loss: 0.0311982 | val_loss: 0.0312032 | Time: 4870.2 ms [2021-05-11 20:20:11 main:574] : INFO : Epoch 1868 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 4887.55 ms [2021-05-11 20:20:16 main:574] : INFO : Epoch 1869 | loss: 0.0311989 | val_loss: 0.0312055 | Time: 4934.35 ms [2021-05-11 20:20:21 main:574] : INFO : Epoch 1870 | loss: 0.031201 | val_loss: 0.0312016 | Time: 4886.95 ms [2021-05-11 20:20:26 main:574] : INFO : Epoch 1871 | loss: 0.0312019 | val_loss: 0.0312026 | Time: 4880.81 ms [2021-05-11 20:20:31 main:574] : INFO : Epoch 1872 | loss: 0.0311996 | val_loss: 0.0312074 | Time: 5039.32 ms [2021-05-11 20:20:36 main:574] : INFO : Epoch 1873 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 4880.38 ms [2021-05-11 20:20:41 main:574] : INFO : Epoch 1874 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 5045.46 ms [2021-05-11 20:20:46 main:574] : INFO : Epoch 1875 | loss: 0.0311999 | val_loss: 0.031205 | Time: 4992.09 ms [2021-05-11 20:20:51 main:574] : INFO : Epoch 1876 | loss: 0.0311981 | val_loss: 0.031207 | Time: 4809.93 ms [2021-05-11 20:20:56 main:574] : INFO : Epoch 1877 | loss: 0.0311999 | val_loss: 0.031203 | Time: 4849.68 ms [2021-05-11 20:21:01 main:574] : INFO : Epoch 1878 | loss: 0.0312002 | val_loss: 0.0312008 | Time: 4970.91 ms [2021-05-11 20:21:06 main:574] : INFO : Epoch 1879 | loss: 0.0311963 | val_loss: 0.0312009 | Time: 4862.65 ms [2021-05-11 20:21:11 main:574] : INFO : Epoch 1880 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 4890.32 ms [2021-05-11 20:21:16 main:574] : INFO : Epoch 1881 | loss: 0.0312012 | val_loss: 0.0312049 | Time: 4839.99 ms [2021-05-11 20:21:21 main:574] : INFO : Epoch 1882 | loss: 0.0312015 | val_loss: 0.0312017 | Time: 4891.07 ms [2021-05-11 20:21:26 main:574] : INFO : Epoch 1883 | loss: 0.031198 | val_loss: 0.0312079 | Time: 5076.4 ms [2021-05-11 20:21:31 main:574] : INFO : Epoch 1884 | loss: 0.0311966 | val_loss: 0.0312014 | Time: 5048.22 ms [2021-05-11 20:21:36 main:574] : INFO : Epoch 1885 | loss: 0.0311983 | val_loss: 0.0312024 | Time: 4936.03 ms [2021-05-11 20:21:41 main:574] : INFO : Epoch 1886 | loss: 0.0311981 | val_loss: 0.0312059 | Time: 5019.84 ms [2021-05-11 20:21:46 main:574] : INFO : Epoch 1887 | loss: 0.0312018 | val_loss: 0.031201 | Time: 4888.04 ms [2021-05-11 20:21:51 main:574] : INFO : Epoch 1888 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 4839.62 ms [2021-05-11 20:21:56 main:574] : INFO : Epoch 1889 | loss: 0.0311973 | val_loss: 0.0312018 | Time: 5119.21 ms [2021-05-11 20:22:01 main:574] : INFO : Epoch 1890 | loss: 0.031196 | val_loss: 0.0312023 | Time: 4880.91 ms [2021-05-11 20:22:06 main:574] : INFO : Epoch 1891 | loss: 0.0311964 | val_loss: 0.0312016 | Time: 4873.48 ms [2021-05-11 20:22:11 main:574] : INFO : Epoch 1892 | loss: 0.0311981 | val_loss: 0.0312045 | Time: 4884.99 ms [2021-05-11 20:22:16 main:574] : INFO : Epoch 1893 | loss: 0.031199 | val_loss: 0.0312012 | Time: 5013.34 ms [2021-05-11 20:22:21 main:574] : INFO : Epoch 1894 | loss: 0.0311985 | val_loss: 0.0312058 | Time: 4832.21 ms [2021-05-11 20:22:26 main:574] : INFO : Epoch 1895 | loss: 0.0311971 | val_loss: 0.0312028 | Time: 4958.87 ms [2021-05-11 20:22:31 main:574] : INFO : Epoch 1896 | loss: 0.0311966 | val_loss: 0.0312051 | Time: 4816.77 ms [2021-05-11 20:22:36 main:574] : INFO : Epoch 1897 | loss: 0.0311981 | val_loss: 0.0312078 | Time: 4904.52 ms [2021-05-11 20:22:41 main:574] : INFO : Epoch 1898 | loss: 0.0311979 | val_loss: 0.0312021 | Time: 4894.38 ms [2021-05-11 20:22:46 main:574] : INFO : Epoch 1899 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 4970.39 ms [2021-05-11 20:22:51 main:574] : INFO : Epoch 1900 | loss: 0.0311959 | val_loss: 0.0312035 | Time: 4780.61 ms [2021-05-11 20:22:56 main:574] : INFO : Epoch 1901 | loss: 0.0311949 | val_loss: 0.0312006 | Time: 4763.85 ms [2021-05-11 20:23:01 main:574] : INFO : Epoch 1902 | loss: 0.031195 | val_loss: 0.0312003 | Time: 4759.39 ms [2021-05-11 20:23:05 main:574] : INFO : Epoch 1903 | loss: 0.0311974 | val_loss: 0.0312021 | Time: 4861.72 ms [2021-05-11 20:23:10 main:574] : INFO : Epoch 1904 | loss: 0.0311986 | val_loss: 0.0312004 | Time: 4858.37 ms [2021-05-11 20:23:15 main:574] : INFO : Epoch 1905 | loss: 0.031195 | val_loss: 0.0311999 | Time: 5047.34 ms [2021-05-11 20:23:21 main:574] : INFO : Epoch 1906 | loss: 0.0311972 | val_loss: 0.0312008 | Time: 5001.89 ms [2021-05-11 20:23:25 main:574] : INFO : Epoch 1907 | loss: 0.0311946 | val_loss: 0.0312 | Time: 4928.85 ms [2021-05-11 20:23:30 main:574] : INFO : Epoch 1908 | loss: 0.0311943 | val_loss: 0.0311999 | Time: 4781.5 ms [2021-05-11 20:23:35 main:574] : INFO : Epoch 1909 | loss: 0.0311953 | val_loss: 0.031201 | Time: 4933.12 ms [2021-05-11 20:23:40 main:574] : INFO : Epoch 1910 | loss: 0.0311956 | val_loss: 0.0311992 | Time: 4962.57 ms [2021-05-11 20:23:45 main:574] : INFO : Epoch 1911 | loss: 0.0311952 | val_loss: 0.0312001 | Time: 4925.82 ms [2021-05-11 20:23:50 main:574] : INFO : Epoch 1912 | loss: 0.0311943 | val_loss: 0.0311997 | Time: 4801.28 ms [2021-05-11 20:23:55 main:574] : INFO : Epoch 1913 | loss: 0.0311946 | val_loss: 0.0312019 | Time: 4900.01 ms [2021-05-11 20:24:00 main:574] : INFO : Epoch 1914 | loss: 0.0311957 | val_loss: 0.0312081 | Time: 4951.56 ms [2021-05-11 20:24:05 main:574] : INFO : Epoch 1915 | loss: 0.031203 | val_loss: 0.0312026 | Time: 4854.73 ms [2021-05-11 20:24:10 main:574] : INFO : Epoch 1916 | loss: 0.0312045 | val_loss: 0.0312084 | Time: 4888.71 ms [2021-05-11 20:24:15 main:574] : INFO : Epoch 1917 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 4960.37 ms [2021-05-11 20:24:20 main:574] : INFO : Epoch 1918 | loss: 0.031207 | val_loss: 0.0312074 | Time: 5035.17 ms [2021-05-11 20:24:25 main:574] : INFO : Epoch 1919 | loss: 0.0312053 | val_loss: 0.0312016 | Time: 4880.92 ms [2021-05-11 20:24:30 main:574] : INFO : Epoch 1920 | loss: 0.0311991 | val_loss: 0.0312033 | Time: 4865.6 ms [2021-05-11 20:24:35 main:574] : INFO : Epoch 1921 | loss: 0.0312006 | val_loss: 0.0312021 | Time: 4942.87 ms [2021-05-11 20:24:40 main:574] : INFO : Epoch 1922 | loss: 0.031205 | val_loss: 0.0312209 | Time: 4801.65 ms [2021-05-11 20:24:45 main:574] : INFO : Epoch 1923 | loss: 0.0312011 | val_loss: 0.0312032 | Time: 4841.2 ms [2021-05-11 20:24:50 main:574] : INFO : Epoch 1924 | loss: 0.0311988 | val_loss: 0.0312014 | Time: 4890.68 ms [2021-05-11 20:24:55 main:574] : INFO : Epoch 1925 | loss: 0.0311971 | val_loss: 0.0312018 | Time: 4920.34 ms [2021-05-11 20:25:00 main:574] : INFO : Epoch 1926 | loss: 0.0311977 | val_loss: 0.0312018 | Time: 4963.22 ms [2021-05-11 20:25:05 main:574] : INFO : Epoch 1927 | loss: 0.0311997 | val_loss: 0.0312008 | Time: 4790.53 ms [2021-05-11 20:25:10 main:574] : INFO : Epoch 1928 | loss: 0.0311987 | val_loss: 0.0312012 | Time: 4842.53 ms [2021-05-11 20:25:15 main:574] : INFO : Epoch 1929 | loss: 0.0311965 | val_loss: 0.0312015 | Time: 4946.76 ms [2021-05-11 20:25:20 main:574] : INFO : Epoch 1930 | loss: 0.0311978 | val_loss: 0.0312007 | Time: 5003.8 ms [2021-05-11 20:25:25 main:574] : INFO : Epoch 1931 | loss: 0.0311964 | val_loss: 0.0312011 | Time: 4826.64 ms [2021-05-11 20:25:30 main:574] : INFO : Epoch 1932 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 4907.33 ms [2021-05-11 20:25:35 main:574] : INFO : Epoch 1933 | loss: 0.031195 | val_loss: 0.0312011 | Time: 4765.28 ms [2021-05-11 20:25:40 main:574] : INFO : Epoch 1934 | loss: 0.0311984 | val_loss: 0.0312045 | Time: 4724.12 ms [2021-05-11 20:25:45 main:574] : INFO : Epoch 1935 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 4874.17 ms [2021-05-11 20:25:50 main:574] : INFO : Epoch 1936 | loss: 0.0311955 | val_loss: 0.0312019 | Time: 4889.29 ms [2021-05-11 20:25:55 main:574] : INFO : Epoch 1937 | loss: 0.0311934 | val_loss: 0.0312023 | Time: 5267.49 ms [2021-05-11 20:26:00 main:574] : INFO : Epoch 1938 | loss: 0.0311961 | val_loss: 0.0312016 | Time: 5269.39 ms [2021-05-11 20:26:05 main:574] : INFO : Epoch 1939 | loss: 0.0311942 | val_loss: 0.0312009 | Time: 4860.77 ms [2021-05-11 20:26:10 main:574] : INFO : Epoch 1940 | loss: 0.0311946 | val_loss: 0.0311993 | Time: 4734.14 ms [2021-05-11 20:26:15 main:574] : INFO : Epoch 1941 | loss: 0.0311934 | val_loss: 0.0312023 | Time: 4944.25 ms [2021-05-11 20:26:20 main:574] : INFO : Epoch 1942 | loss: 0.0311985 | val_loss: 0.0312015 | Time: 4910.79 ms [2021-05-11 20:26:25 main:574] : INFO : Epoch 1943 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 4974.6 ms [2021-05-11 20:26:30 main:574] : INFO : Epoch 1944 | loss: 0.0311974 | val_loss: 0.0312066 | Time: 4848.86 ms [2021-05-11 20:26:35 main:574] : INFO : Epoch 1945 | loss: 0.0311975 | val_loss: 0.0312047 | Time: 4905.49 ms [2021-05-11 20:26:40 main:574] : INFO : Epoch 1946 | loss: 0.0311952 | val_loss: 0.0312059 | Time: 4935.6 ms [2021-05-11 20:26:45 main:574] : INFO : Epoch 1947 | loss: 0.0311935 | val_loss: 0.0312015 | Time: 4931.04 ms [2021-05-11 20:26:50 main:574] : INFO : Epoch 1948 | loss: 0.0311919 | val_loss: 0.0312013 | Time: 4855.56 ms [2021-05-11 20:26:55 main:574] : INFO : Epoch 1949 | loss: 0.0311935 | val_loss: 0.0312025 | Time: 4874.45 ms [2021-05-11 20:27:00 main:574] : INFO : Epoch 1950 | loss: 0.0311909 | val_loss: 0.0312032 | Time: 4920.54 ms [2021-05-11 20:27:05 main:574] : INFO : Epoch 1951 | loss: 0.0311915 | val_loss: 0.0311983 | Time: 4846 ms [2021-05-11 20:27:10 main:574] : INFO : Epoch 1952 | loss: 0.031191 | val_loss: 0.0312015 | Time: 4928.12 ms [2021-05-11 20:27:15 main:574] : INFO : Epoch 1953 | loss: 0.0311939 | val_loss: 0.031201 | Time: 4918.3 ms [2021-05-11 20:27:20 main:574] : INFO : Epoch 1954 | loss: 0.0311958 | val_loss: 0.0312033 | Time: 4782.92 ms [2021-05-11 20:27:24 main:574] : INFO : Epoch 1955 | loss: 0.0311924 | val_loss: 0.0312006 | Time: 4709.41 ms [2021-05-11 20:27:29 main:574] : INFO : Epoch 1956 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 4863.45 ms [2021-05-11 20:27:34 main:574] : INFO : Epoch 1957 | loss: 0.031194 | val_loss: 0.031199 | Time: 4878.78 ms [2021-05-11 20:27:39 main:574] : INFO : Epoch 1958 | loss: 0.0311917 | val_loss: 0.0312029 | Time: 4844.23 ms [2021-05-11 20:27:44 main:574] : INFO : Epoch 1959 | loss: 0.0311963 | val_loss: 0.0312015 | Time: 4885.16 ms [2021-05-11 20:27:49 main:574] : INFO : Epoch 1960 | loss: 0.0311955 | val_loss: 0.0312023 | Time: 4970.27 ms [2021-05-11 20:27:54 main:574] : INFO : Epoch 1961 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 4833.46 ms [2021-05-11 20:27:59 main:574] : INFO : Epoch 1962 | loss: 0.0311909 | val_loss: 0.0312 | Time: 4833.44 ms [2021-05-11 20:28:04 main:574] : INFO : Epoch 1963 | loss: 0.0311909 | val_loss: 0.0311991 | Time: 4812.17 ms [2021-05-11 20:28:08 main:574] : INFO : Epoch 1964 | loss: 0.0311965 | val_loss: 0.0312054 | Time: 4657.76 ms [2021-05-11 20:28:13 main:574] : INFO : Epoch 1965 | loss: 0.0311939 | val_loss: 0.0312011 | Time: 4941.11 ms [2021-05-11 20:28:18 main:574] : INFO : Epoch 1966 | loss: 0.031191 | val_loss: 0.0311978 | Time: 4778.83 ms [2021-05-11 20:28:23 main:574] : INFO : Epoch 1967 | loss: 0.0311957 | val_loss: 0.0311998 | Time: 4889.35 ms [2021-05-11 20:28:28 main:574] : INFO : Epoch 1968 | loss: 0.0311949 | val_loss: 0.0311983 | Time: 4790.39 ms [2021-05-11 20:28:33 main:574] : INFO : Epoch 1969 | loss: 0.0311926 | val_loss: 0.031203 | Time: 4796.22 ms [2021-05-11 20:28:38 main:574] : INFO : Epoch 1970 | loss: 0.0311916 | val_loss: 0.0312008 | Time: 4818.35 ms [2021-05-11 20:28:43 main:574] : INFO : Epoch 1971 | loss: 0.0311959 | val_loss: 0.0312087 | Time: 4958.92 ms [2021-05-11 20:28:48 main:574] : INFO : Epoch 1972 | loss: 0.0311939 | val_loss: 0.0312004 | Time: 4882.18 ms [2021-05-11 20:28:53 main:574] : INFO : Epoch 1973 | loss: 0.0311935 | val_loss: 0.0311987 | Time: 4850.9 ms [2021-05-11 20:28:58 main:574] : INFO : Epoch 1974 | loss: 0.0311901 | val_loss: 0.0311968 | Time: 4817.72 ms [2021-05-11 20:29:03 main:574] : INFO : Epoch 1975 | loss: 0.031191 | val_loss: 0.0312024 | Time: 4863.91 ms [2021-05-11 20:29:08 main:574] : INFO : Epoch 1976 | loss: 0.0311914 | val_loss: 0.0312017 | Time: 4901.89 ms [2021-05-11 20:29:13 main:574] : INFO : Epoch 1977 | loss: 0.0311932 | val_loss: 0.0312065 | Time: 4932.38 ms [2021-05-11 20:29:17 main:574] : INFO : Epoch 1978 | loss: 0.031197 | val_loss: 0.0312184 | Time: 4673.07 ms [2021-05-11 20:29:22 main:574] : INFO : Epoch 1979 | loss: 0.0311914 | val_loss: 0.0312018 | Time: 4777.19 ms [2021-05-11 20:29:27 main:574] : INFO : Epoch 1980 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 4810.92 ms [2021-05-11 20:29:32 main:574] : INFO : Epoch 1981 | loss: 0.0311889 | val_loss: 0.0312004 | Time: 4797.28 ms [2021-05-11 20:29:37 main:574] : INFO : Epoch 1982 | loss: 0.0311901 | val_loss: 0.0311986 | Time: 4879.51 ms [2021-05-11 20:29:42 main:574] : INFO : Epoch 1983 | loss: 0.0311883 | val_loss: 0.0311959 | Time: 4762.17 ms [2021-05-11 20:29:47 main:574] : INFO : Epoch 1984 | loss: 0.031188 | val_loss: 0.0311976 | Time: 4886.47 ms [2021-05-11 20:29:52 main:574] : INFO : Epoch 1985 | loss: 0.0311885 | val_loss: 0.0311991 | Time: 4877.03 ms [2021-05-11 20:29:57 main:574] : INFO : Epoch 1986 | loss: 0.0311877 | val_loss: 0.0311963 | Time: 4833.81 ms [2021-05-11 20:30:02 main:574] : INFO : Epoch 1987 | loss: 0.0311916 | val_loss: 0.0312025 | Time: 4868.78 ms [2021-05-11 20:30:06 main:574] : INFO : Epoch 1988 | loss: 0.0311996 | val_loss: 0.0312052 | Time: 4769.12 ms [2021-05-11 20:30:11 main:574] : INFO : Epoch 1989 | loss: 0.0311936 | val_loss: 0.031202 | Time: 4921.72 ms [2021-05-11 20:30:16 main:574] : INFO : Epoch 1990 | loss: 0.0311912 | val_loss: 0.0312017 | Time: 4922.97 ms [2021-05-11 20:30:21 main:574] : INFO : Epoch 1991 | loss: 0.031191 | val_loss: 0.0311958 | Time: 4860.41 ms [2021-05-11 20:30:26 main:574] : INFO : Epoch 1992 | loss: 0.0311961 | val_loss: 0.0312077 | Time: 4857.61 ms [2021-05-11 20:30:31 main:574] : INFO : Epoch 1993 | loss: 0.0311911 | val_loss: 0.0311955 | Time: 4704.07 ms [2021-05-11 20:30:36 main:574] : INFO : Epoch 1994 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 4723.58 ms [2021-05-11 20:30:40 main:574] : INFO : Epoch 1995 | loss: 0.0311896 | val_loss: 0.0312078 | Time: 4655.2 ms [2021-05-11 20:30:45 main:574] : INFO : Epoch 1996 | loss: 0.0311919 | val_loss: 0.0312121 | Time: 4847.75 ms [2021-05-11 20:30:50 main:574] : INFO : Epoch 1997 | loss: 0.0311887 | val_loss: 0.0311993 | Time: 4754.95 ms [2021-05-11 20:30:55 main:574] : INFO : Epoch 1998 | loss: 0.0311889 | val_loss: 0.031213 | Time: 4971.5 ms [2021-05-11 20:31:00 main:574] : INFO : Epoch 1999 | loss: 0.0311904 | val_loss: 0.0311977 | Time: 4859.28 ms [2021-05-11 20:31:05 main:574] : INFO : Epoch 2000 | loss: 0.0311865 | val_loss: 0.0311957 | Time: 4965.73 ms [2021-05-11 20:31:10 main:574] : INFO : Epoch 2001 | loss: 0.0311868 | val_loss: 0.0311993 | Time: 4685 ms [2021-05-11 20:31:15 main:574] : INFO : Epoch 2002 | loss: 0.0311863 | val_loss: 0.0311952 | Time: 4816.39 ms [2021-05-11 20:31:20 main:574] : INFO : Epoch 2003 | loss: 0.0311851 | val_loss: 0.0311988 | Time: 4837.85 ms [2021-05-11 20:31:25 main:574] : INFO : Epoch 2004 | loss: 0.0311879 | val_loss: 0.0311964 | Time: 4885.5 ms [2021-05-11 20:31:30 main:574] : INFO : Epoch 2005 | loss: 0.0311853 | val_loss: 0.0311966 | Time: 4924.27 ms [2021-05-11 20:31:35 main:574] : INFO : Epoch 2006 | loss: 0.0311839 | val_loss: 0.0311971 | Time: 4761.63 ms [2021-05-11 20:31:39 main:574] : INFO : Epoch 2007 | loss: 0.0311854 | val_loss: 0.0311951 | Time: 4794.35 ms [2021-05-11 20:31:44 main:574] : INFO : Epoch 2008 | loss: 0.0311856 | val_loss: 0.0311978 | Time: 4823.78 ms [2021-05-11 20:31:49 main:574] : INFO : Epoch 2009 | loss: 0.0311856 | val_loss: 0.031196 | Time: 4784.4 ms [2021-05-11 20:31:54 main:574] : INFO : Epoch 2010 | loss: 0.0311898 | val_loss: 0.0311976 | Time: 4910.3 ms [2021-05-11 20:31:59 main:574] : INFO : Epoch 2011 | loss: 0.031188 | val_loss: 0.0311976 | Time: 4781.47 ms [2021-05-11 20:32:04 main:574] : INFO : Epoch 2012 | loss: 0.0311874 | val_loss: 0.0311945 | Time: 5007.34 ms [2021-05-11 20:32:09 main:574] : INFO : Epoch 2013 | loss: 0.0311863 | val_loss: 0.0311966 | Time: 4858.59 ms [2021-05-11 20:32:14 main:574] : INFO : Epoch 2014 | loss: 0.031187 | val_loss: 0.0311975 | Time: 4982.84 ms [2021-05-11 20:32:19 main:574] : INFO : Epoch 2015 | loss: 0.0311871 | val_loss: 0.031205 | Time: 4889.4 ms [2021-05-11 20:32:24 main:574] : INFO : Epoch 2016 | loss: 0.0311872 | val_loss: 0.0311959 | Time: 4809.05 ms [2021-05-11 20:32:29 main:574] : INFO : Epoch 2017 | loss: 0.0311872 | val_loss: 0.031195 | Time: 4833.85 ms [2021-05-11 20:32:34 main:574] : INFO : Epoch 2018 | loss: 0.0311862 | val_loss: 0.0311938 | Time: 4892.07 ms [2021-05-11 20:32:39 main:574] : INFO : Epoch 2019 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 4825.2 ms [2021-05-11 20:32:44 main:574] : INFO : Epoch 2020 | loss: 0.0311841 | val_loss: 0.0311955 | Time: 4910.98 ms [2021-05-11 20:32:48 main:574] : INFO : Epoch 2021 | loss: 0.0311865 | val_loss: 0.0311951 | Time: 4750.79 ms [2021-05-11 20:32:53 main:574] : INFO : Epoch 2022 | loss: 0.0311858 | val_loss: 0.0311962 | Time: 4756.61 ms [2021-05-11 20:32:58 main:574] : INFO : Epoch 2023 | loss: 0.0311834 | val_loss: 0.031194 | Time: 4878.86 ms [2021-05-11 20:33:03 main:574] : INFO : Epoch 2024 | loss: 0.0311839 | val_loss: 0.0311963 | Time: 5017.7 ms [2021-05-11 20:33:08 main:574] : INFO : Epoch 2025 | loss: 0.0311871 | val_loss: 0.0311931 | Time: 4920.92 ms [2021-05-11 20:33:13 main:574] : INFO : Epoch 2026 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 4902.27 ms [2021-05-11 20:33:18 main:574] : INFO : Epoch 2027 | loss: 0.0311857 | val_loss: 0.031198 | Time: 4890.84 ms [2021-05-11 20:33:23 main:574] : INFO : Epoch 2028 | loss: 0.0311874 | val_loss: 0.0312152 | Time: 4767.93 ms [2021-05-11 20:33:28 main:574] : INFO : Epoch 2029 | loss: 0.0311904 | val_loss: 0.0311949 | Time: 4793.39 ms [2021-05-11 20:33:32 main:574] : INFO : Epoch 2030 | loss: 0.0311842 | val_loss: 0.0311928 | Time: 4682.57 ms [2021-05-11 20:33:37 main:574] : INFO : Epoch 2031 | loss: 0.0311867 | val_loss: 0.0311995 | Time: 4828.21 ms [2021-05-11 20:33:42 main:574] : INFO : Epoch 2032 | loss: 0.0311863 | val_loss: 0.0311934 | Time: 4846.13 ms [2021-05-11 20:33:47 main:574] : INFO : Epoch 2033 | loss: 0.0311837 | val_loss: 0.0311939 | Time: 4761.12 ms [2021-05-11 20:33:52 main:574] : INFO : Epoch 2034 | loss: 0.031182 | val_loss: 0.0311944 | Time: 4922.79 ms [2021-05-11 20:33:57 main:574] : INFO : Epoch 2035 | loss: 0.0311851 | val_loss: 0.0311996 | Time: 4849.62 ms [2021-05-11 20:34:02 main:574] : INFO : Epoch 2036 | loss: 0.031187 | val_loss: 0.0312047 | Time: 4943.37 ms [2021-05-11 20:34:07 main:574] : INFO : Epoch 2037 | loss: 0.0311842 | val_loss: 0.0311918 | Time: 4962.56 ms [2021-05-11 20:34:12 main:574] : INFO : Epoch 2038 | loss: 0.0311821 | val_loss: 0.0311918 | Time: 4835.01 ms [2021-05-11 20:34:17 main:574] : INFO : Epoch 2039 | loss: 0.0311804 | val_loss: 0.031192 | Time: 4972.01 ms [2021-05-11 20:34:22 main:574] : INFO : Epoch 2040 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 4929.97 ms [2021-05-11 20:34:27 main:574] : INFO : Epoch 2041 | loss: 0.0311813 | val_loss: 0.0311913 | Time: 4963.53 ms [2021-05-11 20:34:32 main:574] : INFO : Epoch 2042 | loss: 0.0311806 | val_loss: 0.0311911 | Time: 4799.45 ms [2021-05-11 20:34:37 main:574] : INFO : Epoch 2043 | loss: 0.0311828 | val_loss: 0.0311941 | Time: 4716.58 ms [2021-05-11 20:34:42 main:574] : INFO : Epoch 2044 | loss: 0.031183 | val_loss: 0.0311901 | Time: 4930.91 ms [2021-05-11 20:34:47 main:574] : INFO : Epoch 2045 | loss: 0.0311809 | val_loss: 0.0311894 | Time: 4823.11 ms [2021-05-11 20:34:51 main:574] : INFO : Epoch 2046 | loss: 0.0311799 | val_loss: 0.0311927 | Time: 4787.52 ms [2021-05-11 20:34:56 main:574] : INFO : Epoch 2047 | loss: 0.0311847 | val_loss: 0.0311934 | Time: 4691.16 ms [2021-05-11 20:35:00 main:574] : INFO : Epoch 2048 | loss: 0.0311851 | val_loss: 0.031192 | Time: 4232.67 ms [2021-05-11 20:35:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031192 [2021-05-11 20:35:00 main:603] : INFO : Saving end state to config to file [2021-05-11 20:35:01 main:608] : INFO : Success, exiting.. 20:35:01 (1668): 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)