Task 7589178
| Name | ParityModified-1631728289-3557-2_0 |
| Workunit | 5245572 |
| Created | 25 Sep 2021, 17:54:16 UTC |
| Sent | 28 Sep 2021, 2:43:41 UTC |
| Report deadline | 5 Oct 2021, 2:43:41 UTC |
| Received | 28 Sep 2021, 7:14:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 46 min 49 sec |
| CPU time | 2 hours 35 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 4746.44 ms [2021-09-28 09:32:54 main:574] : INFO : Epoch 1543 | loss: 0.0312249 | val_loss: 0.0312266 | Time: 4901.51 ms [2021-09-28 09:32:59 main:574] : INFO : Epoch 1544 | loss: 0.0312246 | val_loss: 0.0312306 | Time: 4968.08 ms [2021-09-28 09:33:04 main:574] : INFO : Epoch 1545 | loss: 0.0312252 | val_loss: 0.0312268 | Time: 4845.68 ms [2021-09-28 09:33:09 main:574] : INFO : Epoch 1546 | loss: 0.0312239 | val_loss: 0.0312277 | Time: 5324.02 ms [2021-09-28 09:33:14 main:574] : INFO : Epoch 1547 | loss: 0.0312245 | val_loss: 0.0312299 | Time: 4652.69 ms [2021-09-28 09:33:19 main:574] : INFO : Epoch 1548 | loss: 0.0312252 | val_loss: 0.0312271 | Time: 4821.29 ms [2021-09-28 09:33:24 main:574] : INFO : Epoch 1549 | loss: 0.0312247 | val_loss: 0.0312278 | Time: 4880.92 ms [2021-09-28 09:33:28 main:574] : INFO : Epoch 1550 | loss: 0.031225 | val_loss: 0.0312273 | Time: 4718.47 ms [2021-09-28 09:33:33 main:574] : INFO : Epoch 1551 | loss: 0.0312247 | val_loss: 0.0312279 | Time: 4860.89 ms [2021-09-28 09:33:38 main:574] : INFO : Epoch 1552 | loss: 0.031225 | val_loss: 0.031228 | Time: 4796.13 ms [2021-09-28 09:33:43 main:574] : INFO : Epoch 1553 | loss: 0.0312283 | val_loss: 0.0312314 | Time: 5184.57 ms [2021-09-28 09:33:48 main:574] : INFO : Epoch 1554 | loss: 0.0312317 | val_loss: 0.0312301 | Time: 4729.95 ms [2021-09-28 09:33:53 main:574] : INFO : Epoch 1555 | loss: 0.0312293 | val_loss: 0.0312331 | Time: 4668.7 ms [2021-09-28 09:33:58 main:574] : INFO : Epoch 1556 | loss: 0.0312336 | val_loss: 0.031237 | Time: 5088.74 ms [2021-09-28 09:34:03 main:574] : INFO : Epoch 1557 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 4940.34 ms [2021-09-28 09:34:07 main:574] : INFO : Epoch 1558 | loss: 0.0312258 | val_loss: 0.0312272 | Time: 4868.99 ms [2021-09-28 09:34:13 main:574] : INFO : Epoch 1559 | loss: 0.0312256 | val_loss: 0.0312268 | Time: 5228.67 ms [2021-09-28 09:34:18 main:574] : INFO : Epoch 1560 | loss: 0.0312249 | val_loss: 0.0312271 | Time: 5059.4 ms [2021-09-28 09:34:22 main:574] : INFO : Epoch 1561 | loss: 0.0312241 | val_loss: 0.0312293 | Time: 4736.79 ms [2021-09-28 09:34:27 main:574] : INFO : Epoch 1562 | loss: 0.0312247 | val_loss: 0.0312266 | Time: 4791.18 ms [2021-09-28 09:34:32 main:574] : INFO : Epoch 1563 | loss: 0.0312243 | val_loss: 0.031227 | Time: 4801.22 ms [2021-09-28 09:34:37 main:574] : INFO : Epoch 1564 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 4699.12 ms [2021-09-28 09:34:42 main:574] : INFO : Epoch 1565 | loss: 0.0312244 | val_loss: 0.0312266 | Time: 4881.53 ms [2021-09-28 09:34:47 main:574] : INFO : Epoch 1566 | loss: 0.0312243 | val_loss: 0.031227 | Time: 4984.56 ms [2021-09-28 09:34:51 main:574] : INFO : Epoch 1567 | loss: 0.0312249 | val_loss: 0.0312292 | Time: 4792.84 ms [2021-09-28 09:34:56 main:574] : INFO : Epoch 1568 | loss: 0.0312251 | val_loss: 0.0312293 | Time: 4794.01 ms [2021-09-28 09:35:01 main:574] : INFO : Epoch 1569 | loss: 0.0312242 | val_loss: 0.0312274 | Time: 4766.61 ms [2021-09-28 09:35:06 main:574] : INFO : Epoch 1570 | loss: 0.0312242 | val_loss: 0.031227 | Time: 4808.44 ms [2021-09-28 09:35:11 main:574] : INFO : Epoch 1571 | loss: 0.0312241 | val_loss: 0.0312284 | Time: 5082.35 ms [2021-09-28 09:35:16 main:574] : INFO : Epoch 1572 | loss: 0.0312255 | val_loss: 0.0312266 | Time: 4930.93 ms [2021-09-28 09:35:21 main:574] : INFO : Epoch 1573 | loss: 0.0312252 | val_loss: 0.0312282 | Time: 5228.3 ms [2021-09-28 09:35:26 main:574] : INFO : Epoch 1574 | loss: 0.0312247 | val_loss: 0.0312267 | Time: 4771.21 ms [2021-09-28 09:35:31 main:574] : INFO : Epoch 1575 | loss: 0.0312244 | val_loss: 0.0312294 | Time: 4782.42 ms [2021-09-28 09:35:35 main:574] : INFO : Epoch 1576 | loss: 0.0312253 | val_loss: 0.0312271 | Time: 4821.78 ms [2021-09-28 09:35:40 main:574] : INFO : Epoch 1577 | loss: 0.0312255 | val_loss: 0.0312268 | Time: 4725.31 ms [2021-09-28 09:35:45 main:574] : INFO : Epoch 1578 | loss: 0.0312249 | val_loss: 0.0312274 | Time: 4684.71 ms [2021-09-28 09:35:50 main:574] : INFO : Epoch 1579 | loss: 0.0312241 | val_loss: 0.0312273 | Time: 4673.21 ms [2021-09-28 09:35:54 main:574] : INFO : Epoch 1580 | loss: 0.0312254 | val_loss: 0.0312271 | Time: 4818.47 ms [2021-09-28 09:35:59 main:574] : INFO : Epoch 1581 | loss: 0.0312242 | val_loss: 0.0312268 | Time: 4944.73 ms [2021-09-28 09:36:04 main:574] : INFO : Epoch 1582 | loss: 0.031224 | val_loss: 0.0312267 | Time: 4868.73 ms [2021-09-28 09:36:09 main:574] : INFO : Epoch 1583 | loss: 0.0312247 | val_loss: 0.0312266 | Time: 4635.26 ms [2021-09-28 09:36:14 main:574] : INFO : Epoch 1584 | loss: 0.0312264 | val_loss: 0.0312272 | Time: 4897.28 ms [2021-09-28 09:36:19 main:574] : INFO : Epoch 1585 | loss: 0.0312238 | val_loss: 0.0312266 | Time: 4978.56 ms [2021-09-28 09:36:25 main:574] : INFO : Epoch 1586 | loss: 0.0312243 | val_loss: 0.0312275 | Time: 5888.3 ms [2021-09-28 09:36:30 main:574] : INFO : Epoch 1587 | loss: 0.0312256 | val_loss: 0.031229 | Time: 5063.13 ms [2021-09-28 09:36:35 main:574] : INFO : Epoch 1588 | loss: 0.0312247 | val_loss: 0.0312274 | Time: 4863.33 ms [2021-09-28 09:36:39 main:574] : INFO : Epoch 1589 | loss: 0.0312255 | val_loss: 0.0312312 | Time: 4749.61 ms [2021-09-28 09:36:44 main:574] : INFO : Epoch 1590 | loss: 0.0312259 | val_loss: 0.0312265 | Time: 5069.61 ms [2021-09-28 09:36:49 main:574] : INFO : Epoch 1591 | loss: 0.031225 | val_loss: 0.0312269 | Time: 4678.93 ms [2021-09-28 09:36:54 main:574] : INFO : Epoch 1592 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 4779.54 ms [2021-09-28 09:36:59 main:574] : INFO : Epoch 1593 | loss: 0.0312248 | val_loss: 0.0312277 | Time: 4752.6 ms [2021-09-28 09:37:03 main:574] : INFO : Epoch 1594 | loss: 0.0312242 | val_loss: 0.0312286 | Time: 4756.31 ms [2021-09-28 09:37:08 main:574] : INFO : Epoch 1595 | loss: 0.0312246 | val_loss: 0.0312273 | Time: 5049.91 ms [2021-09-28 09:37:13 main:574] : INFO : Epoch 1596 | loss: 0.0312243 | val_loss: 0.0312267 | Time: 4783.47 ms [2021-09-28 09:37:18 main:574] : INFO : Epoch 1597 | loss: 0.0312239 | val_loss: 0.0312271 | Time: 4832.97 ms [2021-09-28 09:37:23 main:574] : INFO : Epoch 1598 | loss: 0.0312245 | val_loss: 0.0312269 | Time: 4768.55 ms [2021-09-28 09:37:28 main:574] : INFO : Epoch 1599 | loss: 0.0312239 | val_loss: 0.0312266 | Time: 4787.35 ms [2021-09-28 09:37:33 main:574] : INFO : Epoch 1600 | loss: 0.0312238 | val_loss: 0.0312272 | Time: 5579.86 ms [2021-09-28 09:37:38 main:574] : INFO : Epoch 1601 | loss: 0.031224 | val_loss: 0.031227 | Time: 4748.75 ms [2021-09-28 09:37:43 main:574] : INFO : Epoch 1602 | loss: 0.031224 | val_loss: 0.0312269 | Time: 4765.8 ms [2021-09-28 09:37:47 main:574] : INFO : Epoch 1603 | loss: 0.0312243 | val_loss: 0.0312272 | Time: 4767.56 ms [2021-09-28 09:37:52 main:574] : INFO : Epoch 1604 | loss: 0.0312246 | val_loss: 0.0312272 | Time: 4797.99 ms [2021-09-28 09:37:57 main:574] : INFO : Epoch 1605 | loss: 0.0312248 | val_loss: 0.031227 | Time: 4906.94 ms [2021-09-28 09:38:02 main:574] : INFO : Epoch 1606 | loss: 0.0312242 | val_loss: 0.0312273 | Time: 4730.96 ms [2021-09-28 09:38:07 main:574] : INFO : Epoch 1607 | loss: 0.0312247 | val_loss: 0.0312287 | Time: 4744.86 ms [2021-09-28 09:38:11 main:574] : INFO : Epoch 1608 | loss: 0.0312245 | val_loss: 0.0312265 | Time: 4757.2 ms [2021-09-28 09:38:16 main:574] : INFO : Epoch 1609 | loss: 0.0312239 | val_loss: 0.0312277 | Time: 4799.84 ms [2021-09-28 09:38:21 main:574] : INFO : Epoch 1610 | loss: 0.0312244 | val_loss: 0.0312268 | Time: 4799.54 ms [2021-09-28 09:38:26 main:574] : INFO : Epoch 1611 | loss: 0.031224 | val_loss: 0.0312268 | Time: 4864.27 ms [2021-09-28 09:38:31 main:574] : INFO : Epoch 1612 | loss: 0.031224 | val_loss: 0.0312269 | Time: 4880.75 ms [2021-09-28 09:38:36 main:574] : INFO : Epoch 1613 | loss: 0.0312242 | val_loss: 0.0312266 | Time: 5008.78 ms [2021-09-28 09:38:41 main:574] : INFO : Epoch 1614 | loss: 0.0312239 | val_loss: 0.0312266 | Time: 4959.25 ms [2021-09-28 09:38:46 main:574] : INFO : Epoch 1615 | loss: 0.0312241 | val_loss: 0.0312271 | Time: 4900.74 ms [2021-09-28 09:38:50 main:574] : INFO : Epoch 1616 | loss: 0.0312243 | val_loss: 0.031227 | Time: 4758.55 ms [2021-09-28 09:38:55 main:574] : INFO : Epoch 1617 | loss: 0.031225 | val_loss: 0.0312314 | Time: 4816.09 ms [2021-09-28 09:39:00 main:574] : INFO : Epoch 1618 | loss: 0.0312265 | val_loss: 0.031228 | Time: 4700.25 ms [2021-09-28 09:39:05 main:574] : INFO : Epoch 1619 | loss: 0.0312269 | val_loss: 0.0312296 | Time: 4836.49 ms [2021-09-28 09:39:10 main:574] : INFO : Epoch 1620 | loss: 0.0312258 | val_loss: 0.031228 | Time: 4968.48 ms [2021-09-28 09:39:15 main:574] : INFO : Epoch 1621 | loss: 0.0312245 | val_loss: 0.0312277 | Time: 4793.24 ms [2021-09-28 09:39:19 main:574] : INFO : Epoch 1622 | loss: 0.0312246 | val_loss: 0.0312265 | Time: 4824.86 ms [2021-09-28 09:39:24 main:574] : INFO : Epoch 1623 | loss: 0.0312246 | val_loss: 0.0312281 | Time: 4623.05 ms [2021-09-28 09:39:29 main:574] : INFO : Epoch 1624 | loss: 0.0312245 | val_loss: 0.0312294 | Time: 4815.11 ms [2021-09-28 09:39:34 main:574] : INFO : Epoch 1625 | loss: 0.0312255 | val_loss: 0.0312269 | Time: 5052.99 ms [2021-09-28 09:39:39 main:574] : INFO : Epoch 1626 | loss: 0.0312258 | val_loss: 0.0312269 | Time: 4816.8 ms [2021-09-28 09:39:44 main:574] : INFO : Epoch 1627 | loss: 0.031225 | val_loss: 0.0312271 | Time: 5166.12 ms [2021-09-28 09:39:49 main:574] : INFO : Epoch 1628 | loss: 0.0312243 | val_loss: 0.031227 | Time: 4958.32 ms [2021-09-28 09:39:54 main:574] : INFO : Epoch 1629 | loss: 0.0312251 | val_loss: 0.0312296 | Time: 4742.64 ms [2021-09-28 09:39:58 main:574] : INFO : Epoch 1630 | loss: 0.031226 | val_loss: 0.0312292 | Time: 4827.7 ms [2021-09-28 09:40:03 main:574] : INFO : Epoch 1631 | loss: 0.0312249 | val_loss: 0.0312274 | Time: 4826.78 ms [2021-09-28 09:40:08 main:574] : INFO : Epoch 1632 | loss: 0.0312246 | val_loss: 0.0312274 | Time: 4728.71 ms [2021-09-28 09:40:13 main:574] : INFO : Epoch 1633 | loss: 0.0312258 | val_loss: 0.0312282 | Time: 4767.42 ms [2021-09-28 09:40:17 main:574] : INFO : Epoch 1634 | loss: 0.0312255 | val_loss: 0.0312267 | Time: 4706.13 ms [2021-09-28 09:40:22 main:574] : INFO : Epoch 1635 | loss: 0.0312261 | val_loss: 0.0312274 | Time: 4798.68 ms [2021-09-28 09:40:27 main:574] : INFO : Epoch 1636 | loss: 0.0312248 | val_loss: 0.0312268 | Time: 4761.18 ms [2021-09-28 09:40:32 main:574] : INFO : Epoch 1637 | loss: 0.0312245 | val_loss: 0.0312277 | Time: 4746.12 ms [2021-09-28 09:40:37 main:574] : INFO : Epoch 1638 | loss: 0.0312249 | val_loss: 0.0312282 | Time: 4746.21 ms [2021-09-28 09:40:42 main:574] : INFO : Epoch 1639 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 5039.77 ms [2021-09-28 09:40:47 main:574] : INFO : Epoch 1640 | loss: 0.0312241 | val_loss: 0.031227 | Time: 5178.03 ms [2021-09-28 09:40:52 main:574] : INFO : Epoch 1641 | loss: 0.0312239 | val_loss: 0.0312292 | Time: 5161.84 ms [2021-09-28 09:40:57 main:574] : INFO : Epoch 1642 | loss: 0.0312247 | val_loss: 0.0312282 | Time: 4754.89 ms [2021-09-28 09:41:01 main:574] : INFO : Epoch 1643 | loss: 0.0312254 | val_loss: 0.031228 | Time: 4735.07 ms [2021-09-28 09:41:06 main:574] : INFO : Epoch 1644 | loss: 0.0312246 | val_loss: 0.0312267 | Time: 4844.28 ms [2021-09-28 09:41:11 main:574] : INFO : Epoch 1645 | loss: 0.0312239 | val_loss: 0.0312278 | Time: 5154.5 ms [2021-09-28 09:41:16 main:574] : INFO : Epoch 1646 | loss: 0.0312256 | val_loss: 0.0312286 | Time: 4786.78 ms [2021-09-28 09:41:21 main:574] : INFO : Epoch 1647 | loss: 0.0312247 | val_loss: 0.0312272 | Time: 4841.92 ms [2021-09-28 09:41:26 main:574] : INFO : Epoch 1648 | loss: 0.0312247 | val_loss: 0.0312276 | Time: 4889.12 ms [2021-09-28 09:41:31 main:574] : INFO : Epoch 1649 | loss: 0.0312247 | val_loss: 0.0312303 | Time: 4811.38 ms [2021-09-28 09:41:36 main:574] : INFO : Epoch 1650 | loss: 0.0312254 | val_loss: 0.0312268 | Time: 4877.06 ms [2021-09-28 09:41:40 main:574] : INFO : Epoch 1651 | loss: 0.0312242 | val_loss: 0.0312271 | Time: 4814.68 ms [2021-09-28 09:41:45 main:574] : INFO : Epoch 1652 | loss: 0.031225 | val_loss: 0.0312277 | Time: 4933.36 ms [2021-09-28 09:41:50 main:574] : INFO : Epoch 1653 | loss: 0.0312254 | val_loss: 0.0312268 | Time: 4904.57 ms [2021-09-28 09:41:56 main:574] : INFO : Epoch 1654 | loss: 0.0312247 | val_loss: 0.0312278 | Time: 5324.19 ms [2021-09-28 09:42:01 main:574] : INFO : Epoch 1655 | loss: 0.0312251 | val_loss: 0.0312267 | Time: 5116.23 ms [2021-09-28 09:42:06 main:574] : INFO : Epoch 1656 | loss: 0.0312247 | val_loss: 0.0312269 | Time: 4743.7 ms [2021-09-28 09:42:10 main:574] : INFO : Epoch 1657 | loss: 0.0312243 | val_loss: 0.0312269 | Time: 4671.1 ms [2021-09-28 09:42:15 main:574] : INFO : Epoch 1658 | loss: 0.0312248 | val_loss: 0.0312273 | Time: 5011.53 ms [2021-09-28 09:42:20 main:574] : INFO : Epoch 1659 | loss: 0.0312244 | val_loss: 0.0312268 | Time: 4871.25 ms [2021-09-28 09:42:25 main:574] : INFO : Epoch 1660 | loss: 0.0312239 | val_loss: 0.031227 | Time: 4974.45 ms [2021-09-28 09:42:30 main:574] : INFO : Epoch 1661 | loss: 0.031224 | val_loss: 0.0312265 | Time: 4784.93 ms [2021-09-28 09:42:35 main:574] : INFO : Epoch 1662 | loss: 0.0312243 | val_loss: 0.0312268 | Time: 4727.84 ms [2021-09-28 09:42:39 main:574] : INFO : Epoch 1663 | loss: 0.0312248 | val_loss: 0.0312288 | Time: 4677.64 ms [2021-09-28 09:42:44 main:574] : INFO : Epoch 1664 | loss: 0.0312258 | val_loss: 0.0312267 | Time: 4828.67 ms [2021-09-28 09:42:49 main:574] : INFO : Epoch 1665 | loss: 0.0312251 | val_loss: 0.0312265 | Time: 4804.46 ms [2021-09-28 09:42:54 main:574] : INFO : Epoch 1666 | loss: 0.0312238 | val_loss: 0.0312271 | Time: 5053.14 ms [2021-09-28 09:42:59 main:574] : INFO : Epoch 1667 | loss: 0.0312249 | val_loss: 0.0312266 | Time: 4776.44 ms [2021-09-28 09:43:04 main:574] : INFO : Epoch 1668 | loss: 0.0312248 | val_loss: 0.0312281 | Time: 5327.19 ms [2021-09-28 09:43:09 main:574] : INFO : Epoch 1669 | loss: 0.0312243 | val_loss: 0.0312271 | Time: 5004.3 ms [2021-09-28 09:43:14 main:574] : INFO : Epoch 1670 | loss: 0.0312237 | val_loss: 0.0312267 | Time: 4878.8 ms [2021-09-28 09:43:19 main:574] : INFO : Epoch 1671 | loss: 0.0312245 | val_loss: 0.0312281 | Time: 4757.57 ms [2021-09-28 09:43:24 main:574] : INFO : Epoch 1672 | loss: 0.0312243 | val_loss: 0.0312304 | Time: 4791.83 ms [2021-09-28 09:43:28 main:574] : INFO : Epoch 1673 | loss: 0.0312246 | val_loss: 0.0312269 | Time: 4779.55 ms [2021-09-28 09:43:33 main:574] : INFO : Epoch 1674 | loss: 0.0312252 | val_loss: 0.0312288 | Time: 4976.8 ms [2021-09-28 09:43:38 main:574] : INFO : Epoch 1675 | loss: 0.0312249 | val_loss: 0.0312267 | Time: 4799.49 ms [2021-09-28 09:43:43 main:574] : INFO : Epoch 1676 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 4763.99 ms [2021-09-28 09:43:48 main:574] : INFO : Epoch 1677 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 4794.49 ms [2021-09-28 09:43:52 main:574] : INFO : Epoch 1678 | loss: 0.0312246 | val_loss: 0.0312287 | Time: 4765.8 ms [2021-09-28 09:43:58 main:574] : INFO : Epoch 1679 | loss: 0.0312244 | val_loss: 0.0312269 | Time: 5106.82 ms [2021-09-28 09:44:02 main:574] : INFO : Epoch 1680 | loss: 0.0312249 | val_loss: 0.0312292 | Time: 4789.35 ms [2021-09-28 09:44:08 main:574] : INFO : Epoch 1681 | loss: 0.0312244 | val_loss: 0.0312268 | Time: 5201.17 ms [2021-09-28 09:44:12 main:574] : INFO : Epoch 1682 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 4873.92 ms [2021-09-28 09:44:17 main:574] : INFO : Epoch 1683 | loss: 0.0312246 | val_loss: 0.031228 | Time: 4774.15 ms [2021-09-28 09:44:22 main:574] : INFO : Epoch 1684 | loss: 0.0312248 | val_loss: 0.0312269 | Time: 5077.89 ms [2021-09-28 09:44:27 main:574] : INFO : Epoch 1685 | loss: 0.0312241 | val_loss: 0.0312277 | Time: 4774.7 ms [2021-09-28 09:44:32 main:574] : INFO : Epoch 1686 | loss: 0.0312248 | val_loss: 0.0312288 | Time: 4697.68 ms [2021-09-28 09:44:37 main:574] : INFO : Epoch 1687 | loss: 0.0312251 | val_loss: 0.0312269 | Time: 4863.86 ms [2021-09-28 09:44:41 main:574] : INFO : Epoch 1688 | loss: 0.0312238 | val_loss: 0.0312272 | Time: 4640.66 ms [2021-09-28 09:44:46 main:574] : INFO : Epoch 1689 | loss: 0.0312245 | val_loss: 0.0312269 | Time: 4851.88 ms [2021-09-28 09:44:51 main:574] : INFO : Epoch 1690 | loss: 0.0312241 | val_loss: 0.0312271 | Time: 5054.24 ms [2021-09-28 09:44:56 main:574] : INFO : Epoch 1691 | loss: 0.0312245 | val_loss: 0.0312285 | Time: 4692.61 ms [2021-09-28 09:45:01 main:574] : INFO : Epoch 1692 | loss: 0.0312251 | val_loss: 0.0312276 | Time: 4949.02 ms [2021-09-28 09:45:06 main:574] : INFO : Epoch 1693 | loss: 0.0312242 | val_loss: 0.0312274 | Time: 4897.19 ms [2021-09-28 09:45:11 main:574] : INFO : Epoch 1694 | loss: 0.0312241 | val_loss: 0.0312292 | Time: 4932.69 ms [2021-09-28 09:45:16 main:574] : INFO : Epoch 1695 | loss: 0.0312246 | val_loss: 0.0312278 | Time: 5180.06 ms [2021-09-28 09:45:21 main:574] : INFO : Epoch 1696 | loss: 0.0312246 | val_loss: 0.0312279 | Time: 4784.25 ms [2021-09-28 09:45:26 main:574] : INFO : Epoch 1697 | loss: 0.0312245 | val_loss: 0.0312274 | Time: 4891 ms [2021-09-28 09:45:30 main:574] : INFO : Epoch 1698 | loss: 0.0312245 | val_loss: 0.0312266 | Time: 4795.67 ms [2021-09-28 09:45:35 main:574] : INFO : Epoch 1699 | loss: 0.0312239 | val_loss: 0.0312277 | Time: 4904.02 ms [2021-09-28 09:45:40 main:574] : INFO : Epoch 1700 | loss: 0.031225 | val_loss: 0.0312267 | Time: 4774.59 ms [2021-09-28 09:45:45 main:574] : INFO : Epoch 1701 | loss: 0.0312249 | val_loss: 0.0312282 | Time: 4757.82 ms [2021-09-28 09:45:50 main:574] : INFO : Epoch 1702 | loss: 0.0312249 | val_loss: 0.0312269 | Time: 4781.99 ms [2021-09-28 09:45:54 main:574] : INFO : Epoch 1703 | loss: 0.031225 | val_loss: 0.031229 | Time: 4897.52 ms [2021-09-28 09:46:00 main:574] : INFO : Epoch 1704 | loss: 0.0312257 | val_loss: 0.031227 | Time: 5015.9 ms [2021-09-28 09:46:04 main:574] : INFO : Epoch 1705 | loss: 0.0312248 | val_loss: 0.0312274 | Time: 4935 ms [2021-09-28 09:46:09 main:574] : INFO : Epoch 1706 | loss: 0.0312259 | val_loss: 0.0312275 | Time: 4897.93 ms [2021-09-28 09:46:14 main:574] : INFO : Epoch 1707 | loss: 0.0312246 | val_loss: 0.031227 | Time: 4912.46 ms [2021-09-28 09:46:20 main:574] : INFO : Epoch 1708 | loss: 0.0312242 | val_loss: 0.0312271 | Time: 5224.84 ms [2021-09-28 09:46:25 main:574] : INFO : Epoch 1709 | loss: 0.0312238 | val_loss: 0.0312268 | Time: 5587.99 ms [2021-09-28 09:46:30 main:574] : INFO : Epoch 1710 | loss: 0.0312245 | val_loss: 0.0312291 | Time: 4866.94 ms [2021-09-28 09:46:35 main:574] : INFO : Epoch 1711 | loss: 0.031225 | val_loss: 0.0312279 | Time: 4782.56 ms [2021-09-28 09:46:40 main:574] : INFO : Epoch 1712 | loss: 0.0312251 | val_loss: 0.031227 | Time: 4836.76 ms [2021-09-28 09:46:45 main:574] : INFO : Epoch 1713 | loss: 0.031225 | val_loss: 0.0312278 | Time: 4926.65 ms [2021-09-28 09:46:49 main:574] : INFO : Epoch 1714 | loss: 0.0312254 | val_loss: 0.0312277 | Time: 4908.99 ms [2021-09-28 09:46:54 main:574] : INFO : Epoch 1715 | loss: 0.0312264 | val_loss: 0.0312291 | Time: 4950.64 ms [2021-09-28 09:46:59 main:574] : INFO : Epoch 1716 | loss: 0.0312278 | val_loss: 0.0312284 | Time: 4830.02 ms [2021-09-28 09:47:04 main:574] : INFO : Epoch 1717 | loss: 0.031235 | val_loss: 0.0312412 | Time: 4722.21 ms [2021-09-28 09:47:09 main:574] : INFO : Epoch 1718 | loss: 0.0314818 | val_loss: 0.0315797 | Time: 4909.62 ms [2021-09-28 09:47:14 main:574] : INFO : Epoch 1719 | loss: 0.0318108 | val_loss: 0.0341436 | Time: 5114.36 ms [2021-09-28 09:47:19 main:574] : INFO : Epoch 1720 | loss: 0.0318255 | val_loss: 0.0314154 | Time: 4903.02 ms [2021-09-28 09:47:24 main:574] : INFO : Epoch 1721 | loss: 0.0312958 | val_loss: 0.0312453 | Time: 4878.96 ms [2021-09-28 09:47:29 main:574] : INFO : Epoch 1722 | loss: 0.0312415 | val_loss: 0.0312378 | Time: 5254.27 ms [2021-09-28 09:47:34 main:574] : INFO : Epoch 1723 | loss: 0.0312291 | val_loss: 0.031229 | Time: 4835.94 ms [2021-09-28 09:47:39 main:574] : INFO : Epoch 1724 | loss: 0.031226 | val_loss: 0.0312274 | Time: 4832.13 ms [2021-09-28 09:47:44 main:574] : INFO : Epoch 1725 | loss: 0.0312246 | val_loss: 0.031227 | Time: 4862.68 ms [2021-09-28 09:47:48 main:574] : INFO : Epoch 1726 | loss: 0.0312246 | val_loss: 0.0312276 | Time: 4833.84 ms [2021-09-28 09:47:53 main:574] : INFO : Epoch 1727 | loss: 0.0312243 | val_loss: 0.031227 | Time: 4832.65 ms [2021-09-28 09:47:58 main:574] : INFO : Epoch 1728 | loss: 0.0312244 | val_loss: 0.0312282 | Time: 4927.5 ms [2021-09-28 09:48:03 main:574] : INFO : Epoch 1729 | loss: 0.0312242 | val_loss: 0.0312268 | Time: 4810.23 ms [2021-09-28 09:48:08 main:574] : INFO : Epoch 1730 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 4746.66 ms [2021-09-28 09:48:12 main:574] : INFO : Epoch 1731 | loss: 0.0312242 | val_loss: 0.0312268 | Time: 4708.9 ms [2021-09-28 09:48:17 main:574] : INFO : Epoch 1732 | loss: 0.0312248 | val_loss: 0.0312297 | Time: 4785.88 ms [2021-09-28 09:48:22 main:574] : INFO : Epoch 1733 | loss: 0.0312245 | val_loss: 0.0312268 | Time: 4905.06 ms [2021-09-28 09:48:27 main:574] : INFO : Epoch 1734 | loss: 0.031224 | val_loss: 0.0312268 | Time: 4872.65 ms [2021-09-28 09:48:32 main:574] : INFO : Epoch 1735 | loss: 0.0312244 | val_loss: 0.0312276 | Time: 5041.38 ms [2021-09-28 09:48:37 main:574] : INFO : Epoch 1736 | loss: 0.0312248 | val_loss: 0.0312268 | Time: 5061.81 ms [2021-09-28 09:48:42 main:574] : INFO : Epoch 1737 | loss: 0.0312246 | val_loss: 0.0312269 | Time: 4664.47 ms [2021-09-28 09:48:47 main:574] : INFO : Epoch 1738 | loss: 0.0312248 | val_loss: 0.031227 | Time: 4882.43 ms [2021-09-28 09:48:51 main:574] : INFO : Epoch 1739 | loss: 0.031224 | val_loss: 0.031227 | Time: 4773.04 ms [2021-09-28 09:48:56 main:574] : INFO : Epoch 1740 | loss: 0.0312265 | val_loss: 0.0312271 | Time: 4854.48 ms [2021-09-28 09:49:01 main:574] : INFO : Epoch 1741 | loss: 0.0312245 | val_loss: 0.0312271 | Time: 4911.53 ms [2021-09-28 09:49:06 main:574] : INFO : Epoch 1742 | loss: 0.031224 | val_loss: 0.0312269 | Time: 4785.88 ms [2021-09-28 09:49:11 main:574] : INFO : Epoch 1743 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 4924.87 ms [2021-09-28 09:49:16 main:574] : INFO : Epoch 1744 | loss: 0.031224 | val_loss: 0.0312268 | Time: 4671.21 ms [2021-09-28 09:49:20 main:574] : INFO : Epoch 1745 | loss: 0.0312239 | val_loss: 0.0312267 | Time: 4836.57 ms [2021-09-28 09:49:25 main:574] : INFO : Epoch 1746 | loss: 0.031224 | val_loss: 0.0312274 | Time: 4716.77 ms [2021-09-28 09:49:30 main:574] : INFO : Epoch 1747 | loss: 0.0312242 | val_loss: 0.0312291 | Time: 4822.69 ms [2021-09-28 09:49:35 main:574] : INFO : Epoch 1748 | loss: 0.0312242 | val_loss: 0.031227 | Time: 5062.59 ms [2021-09-28 09:49:40 main:574] : INFO : Epoch 1749 | loss: 0.0312245 | val_loss: 0.0312274 | Time: 5300.24 ms [2021-09-28 09:49:45 main:574] : INFO : Epoch 1750 | loss: 0.0312246 | val_loss: 0.0312284 | Time: 4819.11 ms [2021-09-28 09:49:50 main:574] : INFO : Epoch 1751 | loss: 0.0312248 | val_loss: 0.0312267 | Time: 4762.37 ms [2021-09-28 09:49:55 main:574] : INFO : Epoch 1752 | loss: 0.031224 | val_loss: 0.0312283 | Time: 4612.19 ms [2021-09-28 09:50:00 main:574] : INFO : Epoch 1753 | loss: 0.031225 | val_loss: 0.0312272 | Time: 5076.61 ms [2021-09-28 09:50:04 main:574] : INFO : Epoch 1754 | loss: 0.0312246 | val_loss: 0.0312284 | Time: 4713.61 ms [2021-09-28 09:50:09 main:574] : INFO : Epoch 1755 | loss: 0.0312258 | val_loss: 0.0312287 | Time: 4807.58 ms [2021-09-28 09:50:14 main:574] : INFO : Epoch 1756 | loss: 0.0312246 | val_loss: 0.0312271 | Time: 4823.7 ms [2021-09-28 09:50:19 main:574] : INFO : Epoch 1757 | loss: 0.031224 | val_loss: 0.0312289 | Time: 4697.35 ms [2021-09-28 09:50:24 main:574] : INFO : Epoch 1758 | loss: 0.0312244 | val_loss: 0.0312287 | Time: 5113.63 ms [2021-09-28 09:50:29 main:574] : INFO : Epoch 1759 | loss: 0.0312247 | val_loss: 0.031227 | Time: 4772.8 ms [2021-09-28 09:50:33 main:574] : INFO : Epoch 1760 | loss: 0.0312241 | val_loss: 0.0312269 | Time: 4825.42 ms [2021-09-28 09:50:38 main:574] : INFO : Epoch 1761 | loss: 0.0312246 | val_loss: 0.0312281 | Time: 4883.71 ms [2021-09-28 09:50:43 main:574] : INFO : Epoch 1762 | loss: 0.0312239 | val_loss: 0.0312271 | Time: 4927.8 ms [2021-09-28 09:50:49 main:574] : INFO : Epoch 1763 | loss: 0.0312243 | val_loss: 0.0312268 | Time: 5361.52 ms [2021-09-28 09:50:54 main:574] : INFO : Epoch 1764 | loss: 0.0312239 | val_loss: 0.0312272 | Time: 4910.36 ms [2021-09-28 09:50:58 main:574] : INFO : Epoch 1765 | loss: 0.0312238 | val_loss: 0.0312267 | Time: 4509.4 ms [2021-09-28 09:51:03 main:574] : INFO : Epoch 1766 | loss: 0.0312241 | val_loss: 0.0312271 | Time: 5121.92 ms [2021-09-28 09:51:08 main:574] : INFO : Epoch 1767 | loss: 0.0312241 | val_loss: 0.0312274 | Time: 4783.32 ms [2021-09-28 09:51:13 main:574] : INFO : Epoch 1768 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 4907.34 ms [2021-09-28 09:51:18 main:574] : INFO : Epoch 1769 | loss: 0.0312248 | val_loss: 0.0312278 | Time: 4881.26 ms [2021-09-28 09:51:23 main:574] : INFO : Epoch 1770 | loss: 0.0312238 | val_loss: 0.0312268 | Time: 4741.04 ms [2021-09-28 09:51:27 main:574] : INFO : Epoch 1771 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 4801.22 ms [2021-09-28 09:51:32 main:574] : INFO : Epoch 1772 | loss: 0.0312244 | val_loss: 0.0312282 | Time: 4862.99 ms [2021-09-28 09:51:37 main:574] : INFO : Epoch 1773 | loss: 0.0312244 | val_loss: 0.0312274 | Time: 5205.51 ms [2021-09-28 09:51:42 main:574] : INFO : Epoch 1774 | loss: 0.0312257 | val_loss: 0.0312303 | Time: 4896.08 ms [2021-09-28 09:51:47 main:574] : INFO : Epoch 1775 | loss: 0.0312253 | val_loss: 0.0312274 | Time: 4879.92 ms [2021-09-28 09:51:52 main:574] : INFO : Epoch 1776 | loss: 0.0312243 | val_loss: 0.0312271 | Time: 5287.03 ms [2021-09-28 09:51:57 main:574] : INFO : Epoch 1777 | loss: 0.0312239 | val_loss: 0.0312266 | Time: 4768.84 ms [2021-09-28 09:52:02 main:574] : INFO : Epoch 1778 | loss: 0.0312243 | val_loss: 0.0312272 | Time: 4954.13 ms [2021-09-28 09:52:07 main:574] : INFO : Epoch 1779 | loss: 0.0312243 | val_loss: 0.0312291 | Time: 4697.93 ms [2021-09-28 09:52:12 main:574] : INFO : Epoch 1780 | loss: 0.0312251 | val_loss: 0.0312275 | Time: 4785.12 ms [2021-09-28 09:52:17 main:574] : INFO : Epoch 1781 | loss: 0.0312246 | val_loss: 0.0312277 | Time: 4849.45 ms [2021-09-28 09:52:21 main:574] : INFO : Epoch 1782 | loss: 0.031224 | val_loss: 0.0312299 | Time: 4667.44 ms [2021-09-28 09:52:26 main:574] : INFO : Epoch 1783 | loss: 0.031225 | val_loss: 0.031228 | Time: 4880.09 ms [2021-09-28 09:52:31 main:574] : INFO : Epoch 1784 | loss: 0.0312249 | val_loss: 0.0312266 | Time: 4680.16 ms [2021-09-28 09:52:36 main:574] : INFO : Epoch 1785 | loss: 0.031226 | val_loss: 0.0312276 | Time: 4805.86 ms [2021-09-28 09:52:40 main:574] : INFO : Epoch 1786 | loss: 0.0312244 | val_loss: 0.0312271 | Time: 4686.76 ms [2021-09-28 09:52:45 main:574] : INFO : Epoch 1787 | loss: 0.0312239 | val_loss: 0.0312268 | Time: 4995.13 ms [2021-09-28 09:52:50 main:574] : INFO : Epoch 1788 | loss: 0.0312242 | val_loss: 0.0312282 | Time: 5020.74 ms [2021-09-28 09:52:55 main:574] : INFO : Epoch 1789 | loss: 0.0312248 | val_loss: 0.031228 | Time: 4987.27 ms [2021-09-28 09:53:01 main:574] : INFO : Epoch 1790 | loss: 0.0312242 | val_loss: 0.0312269 | Time: 5213.73 ms [2021-09-28 09:53:05 main:574] : INFO : Epoch 1791 | loss: 0.0312244 | val_loss: 0.0312277 | Time: 4688.52 ms [2021-09-28 09:53:10 main:574] : INFO : Epoch 1792 | loss: 0.0312239 | val_loss: 0.0312266 | Time: 4779.06 ms [2021-09-28 09:53:15 main:574] : INFO : Epoch 1793 | loss: 0.0312241 | val_loss: 0.0312271 | Time: 4898.22 ms [2021-09-28 09:53:20 main:574] : INFO : Epoch 1794 | loss: 0.0312242 | val_loss: 0.0312285 | Time: 4737.98 ms [2021-09-28 09:53:24 main:574] : INFO : Epoch 1795 | loss: 0.031225 | val_loss: 0.031227 | Time: 4807.52 ms [2021-09-28 09:53:29 main:574] : INFO : Epoch 1796 | loss: 0.0312241 | val_loss: 0.0312274 | Time: 4721.11 ms [2021-09-28 09:53:34 main:574] : INFO : Epoch 1797 | loss: 0.031224 | val_loss: 0.0312303 | Time: 4823.91 ms [2021-09-28 09:53:39 main:574] : INFO : Epoch 1798 | loss: 0.0312249 | val_loss: 0.0312267 | Time: 4923.59 ms [2021-09-28 09:53:44 main:574] : INFO : Epoch 1799 | loss: 0.031224 | val_loss: 0.0312273 | Time: 4710.3 ms [2021-09-28 09:53:48 main:574] : INFO : Epoch 1800 | loss: 0.0312246 | val_loss: 0.0312267 | Time: 4814.46 ms [2021-09-28 09:53:53 main:574] : INFO : Epoch 1801 | loss: 0.0312243 | val_loss: 0.0312274 | Time: 4980.52 ms [2021-09-28 09:53:58 main:574] : INFO : Epoch 1802 | loss: 0.0312242 | val_loss: 0.0312279 | Time: 4902.68 ms [2021-09-28 09:54:04 main:574] : INFO : Epoch 1803 | loss: 0.0312246 | val_loss: 0.0312267 | Time: 5340.27 ms [2021-09-28 09:54:09 main:574] : INFO : Epoch 1804 | loss: 0.0312241 | val_loss: 0.0312271 | Time: 4886.09 ms [2021-09-28 09:54:13 main:574] : INFO : Epoch 1805 | loss: 0.0312253 | val_loss: 0.0312277 | Time: 4750.3 ms [2021-09-28 09:54:18 main:574] : INFO : Epoch 1806 | loss: 0.0312267 | val_loss: 0.0312294 | Time: 5011.44 ms [2021-09-28 09:54:23 main:574] : INFO : Epoch 1807 | loss: 0.0312257 | val_loss: 0.0312267 | Time: 4899.84 ms [2021-09-28 09:54:28 main:574] : INFO : Epoch 1808 | loss: 0.0312244 | val_loss: 0.0312272 | Time: 4858.97 ms [2021-09-28 09:54:33 main:574] : INFO : Epoch 1809 | loss: 0.031225 | val_loss: 0.031229 | Time: 4689.73 ms [2021-09-28 09:54:38 main:574] : INFO : Epoch 1810 | loss: 0.0312246 | val_loss: 0.031231 | Time: 4808.82 ms [2021-09-28 09:54:42 main:574] : INFO : Epoch 1811 | loss: 0.0312252 | val_loss: 0.0312272 | Time: 4773.35 ms [2021-09-28 09:54:47 main:574] : INFO : Epoch 1812 | loss: 0.0312241 | val_loss: 0.0312274 | Time: 4902.87 ms [2021-09-28 09:54:52 main:574] : INFO : Epoch 1813 | loss: 0.0312252 | val_loss: 0.0312278 | Time: 4758.19 ms [2021-09-28 09:54:57 main:574] : INFO : Epoch 1814 | loss: 0.0312256 | val_loss: 0.0312304 | Time: 4778.8 ms [2021-09-28 09:55:02 main:574] : INFO : Epoch 1815 | loss: 0.031227 | val_loss: 0.0312271 | Time: 4874.04 ms [2021-09-28 09:55:07 main:574] : INFO : Epoch 1816 | loss: 0.0312242 | val_loss: 0.0312273 | Time: 4750.3 ms [2021-09-28 09:55:12 main:574] : INFO : Epoch 1817 | loss: 0.0312256 | val_loss: 0.0312285 | Time: 5576.62 ms [2021-09-28 09:55:17 main:574] : INFO : Epoch 1818 | loss: 0.0312252 | val_loss: 0.0312269 | Time: 4908.6 ms [2021-09-28 09:55:22 main:574] : INFO : Epoch 1819 | loss: 0.031224 | val_loss: 0.0312272 | Time: 4786.19 ms [2021-09-28 09:55:27 main:574] : INFO : Epoch 1820 | loss: 0.0312241 | val_loss: 0.031227 | Time: 4966.42 ms [2021-09-28 09:55:31 main:574] : INFO : Epoch 1821 | loss: 0.0312245 | val_loss: 0.0312284 | Time: 4690.65 ms [2021-09-28 09:55:36 main:574] : INFO : Epoch 1822 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 5005.49 ms [2021-09-28 09:55:42 main:574] : INFO : Epoch 1823 | loss: 0.0312239 | val_loss: 0.0312273 | Time: 5108.38 ms [2021-09-28 09:55:46 main:574] : INFO : Epoch 1824 | loss: 0.031224 | val_loss: 0.031227 | Time: 4764.08 ms [2021-09-28 09:55:51 main:574] : INFO : Epoch 1825 | loss: 0.0312246 | val_loss: 0.0312278 | Time: 4804.19 ms [2021-09-28 09:55:56 main:574] : INFO : Epoch 1826 | loss: 0.0312251 | val_loss: 0.0312293 | Time: 4667.45 ms [2021-09-28 09:56:01 main:574] : INFO : Epoch 1827 | loss: 0.0312251 | val_loss: 0.0312274 | Time: 5049.73 ms [2021-09-28 09:56:06 main:574] : INFO : Epoch 1828 | loss: 0.031225 | val_loss: 0.0312296 | Time: 4827.47 ms [2021-09-28 09:56:11 main:574] : INFO : Epoch 1829 | loss: 0.0312243 | val_loss: 0.0312268 | Time: 4933.73 ms [2021-09-28 09:56:16 main:574] : INFO : Epoch 1830 | loss: 0.0312248 | val_loss: 0.0312279 | Time: 5118.48 ms [2021-09-28 09:56:21 main:574] : INFO : Epoch 1831 | loss: 0.0312252 | val_loss: 0.0312322 | Time: 5050.81 ms [2021-09-28 09:56:26 main:574] : INFO : Epoch 1832 | loss: 0.0312266 | val_loss: 0.0312266 | Time: 5098.34 ms [2021-09-28 09:56:31 main:574] : INFO : Epoch 1833 | loss: 0.0312241 | val_loss: 0.0312266 | Time: 4918.77 ms [2021-09-28 09:56:36 main:574] : INFO : Epoch 1834 | loss: 0.0312244 | val_loss: 0.0312283 | Time: 4855.53 ms [2021-09-28 09:56:41 main:574] : INFO : Epoch 1835 | loss: 0.0312249 | val_loss: 0.0312314 | Time: 5105.12 ms [2021-09-28 09:56:46 main:574] : INFO : Epoch 1836 | loss: 0.0312251 | val_loss: 0.0312268 | Time: 4691.97 ms [2021-09-28 09:56:51 main:574] : INFO : Epoch 1837 | loss: 0.031225 | val_loss: 0.0312276 | Time: 4977.8 ms [2021-09-28 09:56:55 main:574] : INFO : Epoch 1838 | loss: 0.0312247 | val_loss: 0.0312267 | Time: 4768.14 ms [2021-09-28 09:57:00 main:574] : INFO : Epoch 1839 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 4781.86 ms [2021-09-28 09:57:05 main:574] : INFO : Epoch 1840 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 4798.92 ms [2021-09-28 09:57:10 main:574] : INFO : Epoch 1841 | loss: 0.0312244 | val_loss: 0.0312269 | Time: 4805.02 ms [2021-09-28 09:57:15 main:574] : INFO : Epoch 1842 | loss: 0.0312245 | val_loss: 0.0312292 | Time: 5166.34 ms [2021-09-28 09:57:20 main:574] : INFO : Epoch 1843 | loss: 0.0312259 | val_loss: 0.0312287 | Time: 4941.06 ms [2021-09-28 09:57:25 main:574] : INFO : Epoch 1844 | loss: 0.0312251 | val_loss: 0.0312271 | Time: 5232.42 ms [2021-09-28 09:57:30 main:574] : INFO : Epoch 1845 | loss: 0.0312248 | val_loss: 0.0312271 | Time: 4700.16 ms [2021-09-28 09:57:34 main:574] : INFO : Epoch 1846 | loss: 0.031224 | val_loss: 0.0312269 | Time: 4742.75 ms [2021-09-28 09:57:40 main:574] : INFO : Epoch 1847 | loss: 0.0312259 | val_loss: 0.0312318 | Time: 5058.03 ms [2021-09-28 09:57:44 main:574] : INFO : Epoch 1848 | loss: 0.0312249 | val_loss: 0.031227 | Time: 4770.85 ms [2021-09-28 09:57:49 main:574] : INFO : Epoch 1849 | loss: 0.0312241 | val_loss: 0.0312269 | Time: 4760.88 ms [2021-09-28 09:57:54 main:574] : INFO : Epoch 1850 | loss: 0.0312249 | val_loss: 0.0312296 | Time: 4743.76 ms [2021-09-28 09:57:59 main:574] : INFO : Epoch 1851 | loss: 0.0312254 | val_loss: 0.0312273 | Time: 4800.55 ms [2021-09-28 09:58:04 main:574] : INFO : Epoch 1852 | loss: 0.0312248 | val_loss: 0.0312267 | Time: 5024.01 ms [2021-09-28 09:58:08 main:574] : INFO : Epoch 1853 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 4694.12 ms [2021-09-28 09:58:13 main:574] : INFO : Epoch 1854 | loss: 0.0312244 | val_loss: 0.0312297 | Time: 4671.77 ms [2021-09-28 09:58:18 main:574] : INFO : Epoch 1855 | loss: 0.0312252 | val_loss: 0.0312284 | Time: 4904.38 ms [2021-09-28 09:58:23 main:574] : INFO : Epoch 1856 | loss: 0.031224 | val_loss: 0.0312267 | Time: 4813.34 ms [2021-09-28 09:58:28 main:574] : INFO : Epoch 1857 | loss: 0.0312246 | val_loss: 0.0312283 | Time: 5137.12 ms [2021-09-28 09:58:33 main:574] : INFO : Epoch 1858 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 4918.27 ms [2021-09-28 09:58:38 main:574] : INFO : Epoch 1859 | loss: 0.0312245 | val_loss: 0.0312271 | Time: 4744.1 ms [2021-09-28 09:58:42 main:574] : INFO : Epoch 1860 | loss: 0.031225 | val_loss: 0.0312281 | Time: 4630.67 ms [2021-09-28 09:58:47 main:574] : INFO : Epoch 1861 | loss: 0.0312246 | val_loss: 0.0312272 | Time: 4747.96 ms [2021-09-28 09:58:52 main:574] : INFO : Epoch 1862 | loss: 0.0312249 | val_loss: 0.0312273 | Time: 4975.83 ms [2021-09-28 09:58:57 main:574] : INFO : Epoch 1863 | loss: 0.0312242 | val_loss: 0.0312267 | Time: 4796.21 ms [2021-09-28 09:59:02 main:574] : INFO : Epoch 1864 | loss: 0.031224 | val_loss: 0.0312285 | Time: 4761.76 ms [2021-09-28 09:59:06 main:574] : INFO : Epoch 1865 | loss: 0.031225 | val_loss: 0.0312282 | Time: 4784.51 ms [2021-09-28 09:59:11 main:574] : INFO : Epoch 1866 | loss: 0.0312251 | val_loss: 0.031227 | Time: 4694.07 ms [2021-09-28 09:59:16 main:574] : INFO : Epoch 1867 | loss: 0.0312257 | val_loss: 0.0312268 | Time: 5099.81 ms [2021-09-28 09:59:21 main:574] : INFO : Epoch 1868 | loss: 0.0312247 | val_loss: 0.0312268 | Time: 4906.68 ms [2021-09-28 09:59:26 main:574] : INFO : Epoch 1869 | loss: 0.0312243 | val_loss: 0.0312291 | Time: 4974.02 ms [2021-09-28 09:59:31 main:574] : INFO : Epoch 1870 | loss: 0.0312245 | val_loss: 0.0312267 | Time: 4844.54 ms [2021-09-28 09:59:36 main:574] : INFO : Epoch 1871 | loss: 0.0312248 | val_loss: 0.0312271 | Time: 5462.2 ms [2021-09-28 09:59:41 main:574] : INFO : Epoch 1872 | loss: 0.031225 | val_loss: 0.0312275 | Time: 5057.75 ms [2021-09-28 09:59:46 main:574] : INFO : Epoch 1873 | loss: 0.0312255 | val_loss: 0.0312279 | Time: 4790.09 ms [2021-09-28 09:59:51 main:574] : INFO : Epoch 1874 | loss: 0.0312245 | val_loss: 0.0312266 | Time: 5016.34 ms [2021-09-28 09:59:56 main:574] : INFO : Epoch 1875 | loss: 0.0312244 | val_loss: 0.0312271 | Time: 4732.35 ms [2021-09-28 10:00:01 main:574] : INFO : Epoch 1876 | loss: 0.0312249 | val_loss: 0.0312269 | Time: 4782.35 ms [2021-09-28 10:00:06 main:574] : INFO : Epoch 1877 | loss: 0.0312242 | val_loss: 0.0312271 | Time: 4936.53 ms [2021-09-28 10:00:11 main:574] : INFO : Epoch 1878 | loss: 0.0312245 | val_loss: 0.0312268 | Time: 4887.66 ms [2021-09-28 10:00:15 main:574] : INFO : Epoch 1879 | loss: 0.0312239 | val_loss: 0.0312267 | Time: 4656.06 ms [2021-09-28 10:00:20 main:574] : INFO : Epoch 1880 | loss: 0.0312241 | val_loss: 0.0312267 | Time: 4810.65 ms [2021-09-28 10:00:25 main:574] : INFO : Epoch 1881 | loss: 0.031224 | val_loss: 0.0312269 | Time: 4943.42 ms [2021-09-28 10:00:30 main:574] : INFO : Epoch 1882 | loss: 0.0312244 | val_loss: 0.0312275 | Time: 5283.45 ms [2021-09-28 10:00:35 main:574] : INFO : Epoch 1883 | loss: 0.0312243 | val_loss: 0.031227 | Time: 4800.79 ms [2021-09-28 10:00:40 main:574] : INFO : Epoch 1884 | loss: 0.0312248 | val_loss: 0.0312265 | Time: 5163.83 ms [2021-09-28 10:00:45 main:574] : INFO : Epoch 1885 | loss: 0.0312242 | val_loss: 0.0312266 | Time: 5245.16 ms [2021-09-28 10:00:50 main:574] : INFO : Epoch 1886 | loss: 0.0312239 | val_loss: 0.0312272 | Time: 4931.62 ms [2021-09-28 10:00:55 main:574] : INFO : Epoch 1887 | loss: 0.0312244 | val_loss: 0.0312272 | Time: 4871.43 ms [2021-09-28 10:01:00 main:574] : INFO : Epoch 1888 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 4752.68 ms [2021-09-28 10:01:05 main:574] : INFO : Epoch 1889 | loss: 0.0312242 | val_loss: 0.0312281 | Time: 4755.65 ms [2021-09-28 10:01:10 main:574] : INFO : Epoch 1890 | loss: 0.0312246 | val_loss: 0.0312266 | Time: 4848.58 ms [2021-09-28 10:01:15 main:574] : INFO : Epoch 1891 | loss: 0.0312259 | val_loss: 0.0312272 | Time: 4944.87 ms [2021-09-28 10:01:19 main:574] : INFO : Epoch 1892 | loss: 0.0312248 | val_loss: 0.031227 | Time: 4631.5 ms [2021-09-28 10:01:24 main:574] : INFO : Epoch 1893 | loss: 0.0312247 | val_loss: 0.0312269 | Time: 4821.64 ms [2021-09-28 10:01:29 main:574] : INFO : Epoch 1894 | loss: 0.0312238 | val_loss: 0.0312268 | Time: 4766.21 ms [2021-09-28 10:01:34 main:574] : INFO : Epoch 1895 | loss: 0.0312241 | val_loss: 0.0312271 | Time: 4861.39 ms [2021-09-28 10:01:39 main:574] : INFO : Epoch 1896 | loss: 0.0312246 | val_loss: 0.0312278 | Time: 5192.46 ms [2021-09-28 10:01:44 main:574] : INFO : Epoch 1897 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 4693.63 ms [2021-09-28 10:01:49 main:574] : INFO : Epoch 1898 | loss: 0.0312244 | val_loss: 0.0312269 | Time: 5355.06 ms [2021-09-28 10:01:54 main:574] : INFO : Epoch 1899 | loss: 0.0312245 | val_loss: 0.0312279 | Time: 4811.57 ms [2021-09-28 10:01:59 main:574] : INFO : Epoch 1900 | loss: 0.0312248 | val_loss: 0.0312289 | Time: 4729.21 ms [2021-09-28 10:02:03 main:574] : INFO : Epoch 1901 | loss: 0.0312249 | val_loss: 0.0312267 | Time: 4944.84 ms [2021-09-28 10:02:08 main:574] : INFO : Epoch 1902 | loss: 0.0312243 | val_loss: 0.0312276 | Time: 4852.17 ms [2021-09-28 10:02:15 main:574] : INFO : Epoch 1903 | loss: 0.0312244 | val_loss: 0.0312291 | Time: 6280.52 ms [2021-09-28 10:02:21 main:574] : INFO : Epoch 1904 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 5977.11 ms [2021-09-28 10:02:28 main:574] : INFO : Epoch 1905 | loss: 0.0312243 | val_loss: 0.0312286 | Time: 7539.77 ms [2021-09-28 10:02:35 main:574] : INFO : Epoch 1906 | loss: 0.0312245 | val_loss: 0.0312266 | Time: 6660.42 ms [2021-09-28 10:02:43 main:574] : INFO : Epoch 1907 | loss: 0.0312243 | val_loss: 0.0312272 | Time: 8651.86 ms [2021-09-28 10:02:53 main:574] : INFO : Epoch 1908 | loss: 0.0312242 | val_loss: 0.0312273 | Time: 8710.92 ms [2021-09-28 10:03:00 main:574] : INFO : Epoch 1909 | loss: 0.0312253 | val_loss: 0.0312267 | Time: 7749.28 ms [2021-09-28 10:03:06 main:574] : INFO : Epoch 1910 | loss: 0.0312262 | val_loss: 0.0312279 | Time: 5373.01 ms [2021-09-28 10:03:11 main:574] : INFO : Epoch 1911 | loss: 0.031225 | val_loss: 0.0312274 | Time: 4904.92 ms [2021-09-28 10:03:15 main:574] : INFO : Epoch 1912 | loss: 0.0312244 | val_loss: 0.031227 | Time: 4824.61 ms [2021-09-28 10:03:20 main:574] : INFO : Epoch 1913 | loss: 0.031224 | val_loss: 0.0312266 | Time: 4830.28 ms [2021-09-28 10:03:25 main:574] : INFO : Epoch 1914 | loss: 0.0312243 | val_loss: 0.0312273 | Time: 4696.71 ms [2021-09-28 10:03:30 main:574] : INFO : Epoch 1915 | loss: 0.0312242 | val_loss: 0.0312271 | Time: 4731.99 ms [2021-09-28 10:03:34 main:574] : INFO : Epoch 1916 | loss: 0.0312245 | val_loss: 0.0312273 | Time: 4662.55 ms [2021-09-28 10:03:39 main:574] : INFO : Epoch 1917 | loss: 0.0312253 | val_loss: 0.0312268 | Time: 5013.93 ms [2021-09-28 10:03:44 main:574] : INFO : Epoch 1918 | loss: 0.0312244 | val_loss: 0.0312288 | Time: 4784.56 ms [2021-09-28 10:03:49 main:574] : INFO : Epoch 1919 | loss: 0.0312247 | val_loss: 0.0312284 | Time: 4865.9 ms [2021-09-28 10:03:54 main:574] : INFO : Epoch 1920 | loss: 0.031225 | val_loss: 0.0312271 | Time: 4880.74 ms [2021-09-28 10:03:59 main:574] : INFO : Epoch 1921 | loss: 0.031224 | val_loss: 0.0312267 | Time: 4941.01 ms [2021-09-28 10:04:04 main:574] : INFO : Epoch 1922 | loss: 0.0312268 | val_loss: 0.0312269 | Time: 5210.57 ms [2021-09-28 10:04:09 main:574] : INFO : Epoch 1923 | loss: 0.0312275 | val_loss: 0.0312339 | Time: 4892.3 ms [2021-09-28 10:04:14 main:574] : INFO : Epoch 1924 | loss: 0.0312255 | val_loss: 0.0312277 | Time: 4826.25 ms [2021-09-28 10:04:19 main:574] : INFO : Epoch 1925 | loss: 0.0312264 | val_loss: 0.0312287 | Time: 4784.24 ms [2021-09-28 10:04:23 main:574] : INFO : Epoch 1926 | loss: 0.0312255 | val_loss: 0.0312279 | Time: 4638.64 ms [2021-09-28 10:04:28 main:574] : INFO : Epoch 1927 | loss: 0.0312242 | val_loss: 0.0312282 | Time: 4982.31 ms [2021-09-28 10:04:33 main:574] : INFO : Epoch 1928 | loss: 0.031224 | val_loss: 0.0312268 | Time: 4767.43 ms [2021-09-28 10:04:38 main:574] : INFO : Epoch 1929 | loss: 0.0312242 | val_loss: 0.0312274 | Time: 4846.66 ms [2021-09-28 10:04:43 main:574] : INFO : Epoch 1930 | loss: 0.0312251 | val_loss: 0.0312273 | Time: 4824.39 ms [2021-09-28 10:04:47 main:574] : INFO : Epoch 1931 | loss: 0.0312244 | val_loss: 0.0312283 | Time: 4768.05 ms [2021-09-28 10:04:52 main:574] : INFO : Epoch 1932 | loss: 0.0312249 | val_loss: 0.0312296 | Time: 4924.25 ms [2021-09-28 10:04:57 main:574] : INFO : Epoch 1933 | loss: 0.0312241 | val_loss: 0.0312267 | Time: 5015.59 ms [2021-09-28 10:05:02 main:574] : INFO : Epoch 1934 | loss: 0.0312258 | val_loss: 0.0312332 | Time: 4811.19 ms [2021-09-28 10:05:08 main:574] : INFO : Epoch 1935 | loss: 0.0312253 | val_loss: 0.031227 | Time: 5383.16 ms [2021-09-28 10:05:12 main:574] : INFO : Epoch 1936 | loss: 0.0312245 | val_loss: 0.0312305 | Time: 4787.81 ms [2021-09-28 10:05:18 main:574] : INFO : Epoch 1937 | loss: 0.0312246 | val_loss: 0.0312274 | Time: 5154.73 ms [2021-09-28 10:05:22 main:574] : INFO : Epoch 1938 | loss: 0.0312238 | val_loss: 0.0312267 | Time: 4788.52 ms [2021-09-28 10:05:27 main:574] : INFO : Epoch 1939 | loss: 0.0312238 | val_loss: 0.031227 | Time: 4904.86 ms [2021-09-28 10:05:32 main:574] : INFO : Epoch 1940 | loss: 0.0312243 | val_loss: 0.0312267 | Time: 4761.07 ms [2021-09-28 10:05:37 main:574] : INFO : Epoch 1941 | loss: 0.0312254 | val_loss: 0.0312271 | Time: 4872.56 ms [2021-09-28 10:05:42 main:574] : INFO : Epoch 1942 | loss: 0.0312243 | val_loss: 0.0312286 | Time: 4934.11 ms [2021-09-28 10:05:47 main:574] : INFO : Epoch 1943 | loss: 0.0312261 | val_loss: 0.0312267 | Time: 4897.76 ms [2021-09-28 10:05:52 main:574] : INFO : Epoch 1944 | loss: 0.0312259 | val_loss: 0.031227 | Time: 4730.2 ms [2021-09-28 10:05:56 main:574] : INFO : Epoch 1945 | loss: 0.0312255 | val_loss: 0.0312273 | Time: 4712.01 ms [2021-09-28 10:06:01 main:574] : INFO : Epoch 1946 | loss: 0.0312252 | val_loss: 0.031229 | Time: 4846.41 ms [2021-09-28 10:06:06 main:574] : INFO : Epoch 1947 | loss: 0.0312259 | val_loss: 0.0312274 | Time: 4994.93 ms [2021-09-28 10:06:11 main:574] : INFO : Epoch 1948 | loss: 0.0312256 | val_loss: 0.0312296 | Time: 5038.46 ms [2021-09-28 10:06:16 main:574] : INFO : Epoch 1949 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 5083.69 ms [2021-09-28 10:06:21 main:574] : INFO : Epoch 1950 | loss: 0.0312265 | val_loss: 0.0312275 | Time: 4856.58 ms [2021-09-28 10:06:26 main:574] : INFO : Epoch 1951 | loss: 0.0312238 | val_loss: 0.0312267 | Time: 5087.71 ms [2021-09-28 10:06:31 main:574] : INFO : Epoch 1952 | loss: 0.0312242 | val_loss: 0.0312304 | Time: 5066.27 ms [2021-09-28 10:06:36 main:574] : INFO : Epoch 1953 | loss: 0.0312249 | val_loss: 0.0312277 | Time: 4807.24 ms [2021-09-28 10:06:41 main:574] : INFO : Epoch 1954 | loss: 0.0312242 | val_loss: 0.0312276 | Time: 4829.44 ms [2021-09-28 10:06:46 main:574] : INFO : Epoch 1955 | loss: 0.0312255 | val_loss: 0.0312283 | Time: 4810.34 ms [2021-09-28 10:06:50 main:574] : INFO : Epoch 1956 | loss: 0.031226 | val_loss: 0.0312268 | Time: 4609.26 ms [2021-09-28 10:06:55 main:574] : INFO : Epoch 1957 | loss: 0.031224 | val_loss: 0.0312271 | Time: 4982.17 ms [2021-09-28 10:07:00 main:574] : INFO : Epoch 1958 | loss: 0.0312244 | val_loss: 0.0312273 | Time: 4821.26 ms [2021-09-28 10:07:05 main:574] : INFO : Epoch 1959 | loss: 0.0312255 | val_loss: 0.0312271 | Time: 4775.7 ms [2021-09-28 10:07:10 main:574] : INFO : Epoch 1960 | loss: 0.0312245 | val_loss: 0.0312289 | Time: 4869.13 ms [2021-09-28 10:07:15 main:574] : INFO : Epoch 1961 | loss: 0.0312248 | val_loss: 0.0312281 | Time: 4732.72 ms [2021-09-28 10:07:20 main:574] : INFO : Epoch 1962 | loss: 0.0312251 | val_loss: 0.0312268 | Time: 5585.39 ms [2021-09-28 10:07:25 main:574] : INFO : Epoch 1963 | loss: 0.031224 | val_loss: 0.031227 | Time: 4673.31 ms [2021-09-28 10:07:30 main:574] : INFO : Epoch 1964 | loss: 0.0312246 | val_loss: 0.0312284 | Time: 4869.15 ms [2021-09-28 10:07:34 main:574] : INFO : Epoch 1965 | loss: 0.0312247 | val_loss: 0.0312269 | Time: 4691.96 ms [2021-09-28 10:07:39 main:574] : INFO : Epoch 1966 | loss: 0.0312241 | val_loss: 0.0312286 | Time: 4819.53 ms [2021-09-28 10:07:44 main:574] : INFO : Epoch 1967 | loss: 0.0312247 | val_loss: 0.0312283 | Time: 4902.33 ms [2021-09-28 10:07:49 main:574] : INFO : Epoch 1968 | loss: 0.031226 | val_loss: 0.0312279 | Time: 4629.66 ms [2021-09-28 10:07:53 main:574] : INFO : Epoch 1969 | loss: 0.0312259 | val_loss: 0.0312274 | Time: 4669.78 ms [2021-09-28 10:07:58 main:574] : INFO : Epoch 1970 | loss: 0.0312256 | val_loss: 0.031228 | Time: 4815.48 ms [2021-09-28 10:08:03 main:574] : INFO : Epoch 1971 | loss: 0.0312247 | val_loss: 0.0312265 | Time: 4740 ms [2021-09-28 10:08:08 main:574] : INFO : Epoch 1972 | loss: 0.0312249 | val_loss: 0.0312267 | Time: 5037.55 ms [2021-09-28 10:08:13 main:574] : INFO : Epoch 1973 | loss: 0.0312242 | val_loss: 0.0312271 | Time: 4759.75 ms [2021-09-28 10:08:18 main:574] : INFO : Epoch 1974 | loss: 0.0312255 | val_loss: 0.031228 | Time: 4887.5 ms [2021-09-28 10:08:23 main:574] : INFO : Epoch 1975 | loss: 0.0312257 | val_loss: 0.0312294 | Time: 4989.63 ms [2021-09-28 10:08:28 main:574] : INFO : Epoch 1976 | loss: 0.0312254 | val_loss: 0.0312335 | Time: 5111.86 ms [2021-09-28 10:08:33 main:574] : INFO : Epoch 1977 | loss: 0.031225 | val_loss: 0.0312267 | Time: 4943.37 ms [2021-09-28 10:08:38 main:574] : INFO : Epoch 1978 | loss: 0.0312251 | val_loss: 0.0312304 | Time: 4889.15 ms [2021-09-28 10:08:42 main:574] : INFO : Epoch 1979 | loss: 0.0312248 | val_loss: 0.0312268 | Time: 4679.63 ms [2021-09-28 10:08:47 main:574] : INFO : Epoch 1980 | loss: 0.0312247 | val_loss: 0.0312267 | Time: 4783.39 ms [2021-09-28 10:08:52 main:574] : INFO : Epoch 1981 | loss: 0.0312242 | val_loss: 0.0312298 | Time: 4851.67 ms [2021-09-28 10:08:57 main:574] : INFO : Epoch 1982 | loss: 0.0312263 | val_loss: 0.0312283 | Time: 4931.33 ms [2021-09-28 10:09:02 main:574] : INFO : Epoch 1983 | loss: 0.0312258 | val_loss: 0.0312294 | Time: 4662.8 ms [2021-09-28 10:09:06 main:574] : INFO : Epoch 1984 | loss: 0.0312248 | val_loss: 0.0312267 | Time: 4856.77 ms [2021-09-28 10:09:11 main:574] : INFO : Epoch 1985 | loss: 0.0312241 | val_loss: 0.0312267 | Time: 4702.56 ms [2021-09-28 10:09:16 main:574] : INFO : Epoch 1986 | loss: 0.0312246 | val_loss: 0.0312267 | Time: 4956.16 ms [2021-09-28 10:09:21 main:574] : INFO : Epoch 1987 | loss: 0.0312252 | val_loss: 0.0312283 | Time: 4953.29 ms [2021-09-28 10:09:26 main:574] : INFO : Epoch 1988 | loss: 0.0312246 | val_loss: 0.0312273 | Time: 4839.9 ms [2021-09-28 10:09:31 main:574] : INFO : Epoch 1989 | loss: 0.0312245 | val_loss: 0.0312276 | Time: 5179.06 ms [2021-09-28 10:09:36 main:574] : INFO : Epoch 1990 | loss: 0.0312245 | val_loss: 0.0312273 | Time: 4922.25 ms [2021-09-28 10:09:41 main:574] : INFO : Epoch 1991 | loss: 0.0312244 | val_loss: 0.0312268 | Time: 4911.51 ms [2021-09-28 10:09:46 main:574] : INFO : Epoch 1992 | loss: 0.0312254 | val_loss: 0.0312297 | Time: 4899.65 ms [2021-09-28 10:09:51 main:574] : INFO : Epoch 1993 | loss: 0.0312254 | val_loss: 0.0312294 | Time: 4799.59 ms [2021-09-28 10:09:55 main:574] : INFO : Epoch 1994 | loss: 0.0312258 | val_loss: 0.0312288 | Time: 4795.93 ms [2021-09-28 10:10:01 main:574] : INFO : Epoch 1995 | loss: 0.0312252 | val_loss: 0.0312287 | Time: 5341.66 ms [2021-09-28 10:10:07 main:574] : INFO : Epoch 1996 | loss: 0.0312249 | val_loss: 0.0312266 | Time: 6353.45 ms [2021-09-28 10:10:13 main:574] : INFO : Epoch 1997 | loss: 0.0312244 | val_loss: 0.0312284 | Time: 6206.56 ms [2021-09-28 10:10:18 main:574] : INFO : Epoch 1998 | loss: 0.0312248 | val_loss: 0.0312268 | Time: 4891.87 ms [2021-09-28 10:10:23 main:574] : INFO : Epoch 1999 | loss: 0.0312243 | val_loss: 0.0312267 | Time: 4756.64 ms [2021-09-28 10:10:28 main:574] : INFO : Epoch 2000 | loss: 0.0312249 | val_loss: 0.0312277 | Time: 5087.22 ms [2021-09-28 10:10:33 main:574] : INFO : Epoch 2001 | loss: 0.0312249 | val_loss: 0.0312277 | Time: 4916.18 ms [2021-09-28 10:10:38 main:574] : INFO : Epoch 2002 | loss: 0.0312248 | val_loss: 0.0312276 | Time: 5416.01 ms [2021-09-28 10:10:43 main:574] : INFO : Epoch 2003 | loss: 0.031225 | val_loss: 0.0312326 | Time: 4710 ms [2021-09-28 10:10:48 main:574] : INFO : Epoch 2004 | loss: 0.0312276 | val_loss: 0.0312285 | Time: 4874.22 ms [2021-09-28 10:10:53 main:574] : INFO : Epoch 2005 | loss: 0.0312261 | val_loss: 0.0312286 | Time: 4798.6 ms [2021-09-28 10:10:58 main:574] : INFO : Epoch 2006 | loss: 0.0312269 | val_loss: 0.0312299 | Time: 4901.72 ms [2021-09-28 10:11:03 main:574] : INFO : Epoch 2007 | loss: 0.0312298 | val_loss: 0.0312368 | Time: 4847.28 ms [2021-09-28 10:11:07 main:574] : INFO : Epoch 2008 | loss: 0.0312275 | val_loss: 0.0312274 | Time: 4794.44 ms [2021-09-28 10:11:12 main:574] : INFO : Epoch 2009 | loss: 0.0312245 | val_loss: 0.031227 | Time: 4868.18 ms [2021-09-28 10:11:17 main:574] : INFO : Epoch 2010 | loss: 0.0312245 | val_loss: 0.0312276 | Time: 4760.27 ms [2021-09-28 10:11:22 main:574] : INFO : Epoch 2011 | loss: 0.0312248 | val_loss: 0.0312278 | Time: 5014.91 ms [2021-09-28 10:11:27 main:574] : INFO : Epoch 2012 | loss: 0.0312246 | val_loss: 0.0312266 | Time: 4783.43 ms [2021-09-28 10:11:32 main:574] : INFO : Epoch 2013 | loss: 0.0312247 | val_loss: 0.0312289 | Time: 4893.32 ms [2021-09-28 10:11:37 main:574] : INFO : Epoch 2014 | loss: 0.0312259 | val_loss: 0.0312286 | Time: 4998.72 ms [2021-09-28 10:11:42 main:574] : INFO : Epoch 2015 | loss: 0.0312247 | val_loss: 0.0312266 | Time: 5102.12 ms [2021-09-28 10:11:47 main:574] : INFO : Epoch 2016 | loss: 0.0312243 | val_loss: 0.0312296 | Time: 5436.77 ms [2021-09-28 10:11:52 main:574] : INFO : Epoch 2017 | loss: 0.0312249 | val_loss: 0.0312273 | Time: 4915.32 ms [2021-09-28 10:11:57 main:574] : INFO : Epoch 2018 | loss: 0.031225 | val_loss: 0.0312277 | Time: 4916.03 ms [2021-09-28 10:12:02 main:574] : INFO : Epoch 2019 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 4790.43 ms [2021-09-28 10:12:07 main:574] : INFO : Epoch 2020 | loss: 0.0312254 | val_loss: 0.0312277 | Time: 4913.49 ms [2021-09-28 10:12:12 main:574] : INFO : Epoch 2021 | loss: 0.031225 | val_loss: 0.0312327 | Time: 4868.52 ms [2021-09-28 10:12:16 main:574] : INFO : Epoch 2022 | loss: 0.0312274 | val_loss: 0.0312316 | Time: 4647.18 ms [2021-09-28 10:12:21 main:574] : INFO : Epoch 2023 | loss: 0.0312257 | val_loss: 0.031228 | Time: 4795.81 ms [2021-09-28 10:12:26 main:574] : INFO : Epoch 2024 | loss: 0.0312256 | val_loss: 0.0312302 | Time: 4691.63 ms [2021-09-28 10:12:31 main:574] : INFO : Epoch 2025 | loss: 0.0312253 | val_loss: 0.0312274 | Time: 4787.72 ms [2021-09-28 10:12:36 main:574] : INFO : Epoch 2026 | loss: 0.0312245 | val_loss: 0.031227 | Time: 4964.47 ms [2021-09-28 10:12:41 main:574] : INFO : Epoch 2027 | loss: 0.0312242 | val_loss: 0.0312291 | Time: 5193.06 ms [2021-09-28 10:12:46 main:574] : INFO : Epoch 2028 | loss: 0.0312246 | val_loss: 0.0312268 | Time: 4796.05 ms [2021-09-28 10:12:51 main:574] : INFO : Epoch 2029 | loss: 0.0312246 | val_loss: 0.0312271 | Time: 5434.64 ms [2021-09-28 10:12:56 main:574] : INFO : Epoch 2030 | loss: 0.0312239 | val_loss: 0.031227 | Time: 4855.39 ms [2021-09-28 10:13:01 main:574] : INFO : Epoch 2031 | loss: 0.0312254 | val_loss: 0.031227 | Time: 4788.13 ms [2021-09-28 10:13:05 main:574] : INFO : Epoch 2032 | loss: 0.0312246 | val_loss: 0.031227 | Time: 4767.01 ms [2021-09-28 10:13:10 main:574] : INFO : Epoch 2033 | loss: 0.031225 | val_loss: 0.031227 | Time: 4805.4 ms [2021-09-28 10:13:15 main:574] : INFO : Epoch 2034 | loss: 0.0312253 | val_loss: 0.0312287 | Time: 4854.66 ms [2021-09-28 10:13:20 main:574] : INFO : Epoch 2035 | loss: 0.0312285 | val_loss: 0.0312278 | Time: 4840.87 ms [2021-09-28 10:13:25 main:574] : INFO : Epoch 2036 | loss: 0.0312278 | val_loss: 0.0312312 | Time: 4985.06 ms [2021-09-28 10:13:30 main:574] : INFO : Epoch 2037 | loss: 0.0312264 | val_loss: 0.0312278 | Time: 4752.83 ms [2021-09-28 10:13:34 main:574] : INFO : Epoch 2038 | loss: 0.0312265 | val_loss: 0.0312271 | Time: 4770.42 ms [2021-09-28 10:13:39 main:574] : INFO : Epoch 2039 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 4670.46 ms [2021-09-28 10:13:44 main:574] : INFO : Epoch 2040 | loss: 0.0312244 | val_loss: 0.0312283 | Time: 4894.14 ms [2021-09-28 10:13:49 main:574] : INFO : Epoch 2041 | loss: 0.0312254 | val_loss: 0.0312273 | Time: 4875.63 ms [2021-09-28 10:13:54 main:574] : INFO : Epoch 2042 | loss: 0.0312244 | val_loss: 0.0312266 | Time: 5124.31 ms [2021-09-28 10:13:59 main:574] : INFO : Epoch 2043 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 4932.21 ms [2021-09-28 10:14:04 main:574] : INFO : Epoch 2044 | loss: 0.0312246 | val_loss: 0.0312276 | Time: 4776.38 ms [2021-09-28 10:14:09 main:574] : INFO : Epoch 2045 | loss: 0.0312246 | val_loss: 0.0312269 | Time: 4905.5 ms [2021-09-28 10:14:14 main:574] : INFO : Epoch 2046 | loss: 0.0312246 | val_loss: 0.0312271 | Time: 4815.57 ms [2021-09-28 10:14:18 main:574] : INFO : Epoch 2047 | loss: 0.0312245 | val_loss: 0.0312275 | Time: 4653.25 ms [2021-09-28 10:14:23 main:574] : INFO : Epoch 2048 | loss: 0.0312248 | val_loss: 0.0312276 | Time: 4705.02 ms [2021-09-28 10:14:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312276 [2021-09-28 10:14:23 main:603] : INFO : Saving end state to config to file [2021-09-28 10:14:23 main:608] : INFO : Success, exiting.. 10:14:23 (9172): 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)