Task 5137537
| Name | ParityModified-1619578850-10732-1_0 |
| Workunit | 3086212 |
| Created | 3 May 2021, 12:21:20 UTC |
| Sent | 12 May 2021, 9:00:17 UTC |
| Report deadline | 19 May 2021, 9:00:17 UTC |
| Received | 12 May 2021, 12:56:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 52 min 33 sec |
| CPU time | 2 hours 40 min 27 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> Epoch 1542 | loss: 0.0311337 | val_loss: 0.0311605 | Time: 4820.13 ms [2021-05-12 07:14:07 main:574] : INFO : Epoch 1543 | loss: 0.0311318 | val_loss: 0.0311688 | Time: 4893.8 ms [2021-05-12 07:14:12 main:574] : INFO : Epoch 1544 | loss: 0.031133 | val_loss: 0.031159 | Time: 4870.32 ms [2021-05-12 07:14:17 main:574] : INFO : Epoch 1545 | loss: 0.0311313 | val_loss: 0.0311601 | Time: 4929.92 ms [2021-05-12 07:14:22 main:574] : INFO : Epoch 1546 | loss: 0.0311308 | val_loss: 0.0311616 | Time: 4870.62 ms [2021-05-12 07:14:27 main:574] : INFO : Epoch 1547 | loss: 0.0311325 | val_loss: 0.0311611 | Time: 4766.27 ms [2021-05-12 07:14:32 main:574] : INFO : Epoch 1548 | loss: 0.0311323 | val_loss: 0.0311626 | Time: 4889.86 ms [2021-05-12 07:14:37 main:574] : INFO : Epoch 1549 | loss: 0.0311335 | val_loss: 0.0311641 | Time: 4754.08 ms [2021-05-12 07:14:41 main:574] : INFO : Epoch 1550 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 4814.92 ms [2021-05-12 07:14:46 main:574] : INFO : Epoch 1551 | loss: 0.0311307 | val_loss: 0.0311635 | Time: 4800.91 ms [2021-05-12 07:14:51 main:574] : INFO : Epoch 1552 | loss: 0.0311301 | val_loss: 0.0311633 | Time: 4680.48 ms [2021-05-12 07:14:56 main:574] : INFO : Epoch 1553 | loss: 0.0311297 | val_loss: 0.0311614 | Time: 4774.74 ms [2021-05-12 07:15:01 main:574] : INFO : Epoch 1554 | loss: 0.0311272 | val_loss: 0.0311633 | Time: 4814.01 ms [2021-05-12 07:15:06 main:574] : INFO : Epoch 1555 | loss: 0.0311307 | val_loss: 0.0311661 | Time: 4755.83 ms [2021-05-12 07:15:11 main:574] : INFO : Epoch 1556 | loss: 0.0311277 | val_loss: 0.0311641 | Time: 4802.71 ms [2021-05-12 07:15:15 main:574] : INFO : Epoch 1557 | loss: 0.0311284 | val_loss: 0.0311605 | Time: 4763.39 ms [2021-05-12 07:15:20 main:574] : INFO : Epoch 1558 | loss: 0.0311254 | val_loss: 0.0311618 | Time: 4831.44 ms [2021-05-12 07:15:25 main:574] : INFO : Epoch 1559 | loss: 0.031126 | val_loss: 0.0311689 | Time: 4775.22 ms [2021-05-12 07:15:30 main:574] : INFO : Epoch 1560 | loss: 0.0311282 | val_loss: 0.0311632 | Time: 4763.67 ms [2021-05-12 07:15:35 main:574] : INFO : Epoch 1561 | loss: 0.0311352 | val_loss: 0.0311927 | Time: 4883.12 ms [2021-05-12 07:15:40 main:574] : INFO : Epoch 1562 | loss: 0.0311346 | val_loss: 0.0311644 | Time: 4866.41 ms [2021-05-12 07:15:45 main:574] : INFO : Epoch 1563 | loss: 0.0311287 | val_loss: 0.0311687 | Time: 4897.44 ms [2021-05-12 07:15:50 main:574] : INFO : Epoch 1564 | loss: 0.0311241 | val_loss: 0.0311675 | Time: 4801.63 ms [2021-05-12 07:15:54 main:574] : INFO : Epoch 1565 | loss: 0.0311377 | val_loss: 0.0311708 | Time: 4837.58 ms [2021-05-12 07:15:59 main:574] : INFO : Epoch 1566 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 4879.39 ms [2021-05-12 07:16:04 main:574] : INFO : Epoch 1567 | loss: 0.0311376 | val_loss: 0.0311589 | Time: 4732.99 ms [2021-05-12 07:16:09 main:574] : INFO : Epoch 1568 | loss: 0.0311347 | val_loss: 0.0311622 | Time: 4858.08 ms [2021-05-12 07:16:14 main:574] : INFO : Epoch 1569 | loss: 0.0311321 | val_loss: 0.0311611 | Time: 4595.36 ms [2021-05-12 07:16:19 main:574] : INFO : Epoch 1570 | loss: 0.0311331 | val_loss: 0.0311578 | Time: 4794.17 ms [2021-05-12 07:16:24 main:574] : INFO : Epoch 1571 | loss: 0.031133 | val_loss: 0.0311547 | Time: 4864.98 ms [2021-05-12 07:16:28 main:574] : INFO : Epoch 1572 | loss: 0.0311297 | val_loss: 0.0311574 | Time: 4789.89 ms [2021-05-12 07:16:33 main:574] : INFO : Epoch 1573 | loss: 0.0311267 | val_loss: 0.0311569 | Time: 4942.9 ms [2021-05-12 07:16:38 main:574] : INFO : Epoch 1574 | loss: 0.0311259 | val_loss: 0.0311541 | Time: 4835.19 ms [2021-05-12 07:16:43 main:574] : INFO : Epoch 1575 | loss: 0.0311237 | val_loss: 0.0311553 | Time: 4750.04 ms [2021-05-12 07:16:48 main:574] : INFO : Epoch 1576 | loss: 0.0311267 | val_loss: 0.0311546 | Time: 4862.47 ms [2021-05-12 07:16:53 main:574] : INFO : Epoch 1577 | loss: 0.0311238 | val_loss: 0.031157 | Time: 4988.45 ms [2021-05-12 07:16:58 main:574] : INFO : Epoch 1578 | loss: 0.0311193 | val_loss: 0.0311545 | Time: 4765.72 ms [2021-05-12 07:17:03 main:574] : INFO : Epoch 1579 | loss: 0.0311178 | val_loss: 0.0311529 | Time: 4739.81 ms [2021-05-12 07:17:07 main:574] : INFO : Epoch 1580 | loss: 0.0311178 | val_loss: 0.0311543 | Time: 4578.31 ms [2021-05-12 07:17:12 main:574] : INFO : Epoch 1581 | loss: 0.031118 | val_loss: 0.0311601 | Time: 4757.26 ms [2021-05-12 07:17:17 main:574] : INFO : Epoch 1582 | loss: 0.0311172 | val_loss: 0.0311547 | Time: 4871.15 ms [2021-05-12 07:17:22 main:574] : INFO : Epoch 1583 | loss: 0.0311157 | val_loss: 0.0311526 | Time: 4863.64 ms [2021-05-12 07:17:27 main:574] : INFO : Epoch 1584 | loss: 0.031118 | val_loss: 0.031165 | Time: 4666.69 ms [2021-05-12 07:17:32 main:574] : INFO : Epoch 1585 | loss: 0.0311204 | val_loss: 0.0311564 | Time: 4947.85 ms [2021-05-12 07:17:36 main:574] : INFO : Epoch 1586 | loss: 0.0311227 | val_loss: 0.0311532 | Time: 4689.42 ms [2021-05-12 07:17:41 main:574] : INFO : Epoch 1587 | loss: 0.0311299 | val_loss: 0.0311584 | Time: 4856.69 ms [2021-05-12 07:17:46 main:574] : INFO : Epoch 1588 | loss: 0.031134 | val_loss: 0.0311565 | Time: 4723.96 ms [2021-05-12 07:17:51 main:574] : INFO : Epoch 1589 | loss: 0.0311338 | val_loss: 0.0311518 | Time: 4884.36 ms [2021-05-12 07:17:56 main:574] : INFO : Epoch 1590 | loss: 0.0311294 | val_loss: 0.031155 | Time: 4691.91 ms [2021-05-12 07:18:01 main:574] : INFO : Epoch 1591 | loss: 0.0311249 | val_loss: 0.0311517 | Time: 4826.59 ms [2021-05-12 07:18:05 main:574] : INFO : Epoch 1592 | loss: 0.0311218 | val_loss: 0.0311563 | Time: 4770.81 ms [2021-05-12 07:18:10 main:574] : INFO : Epoch 1593 | loss: 0.0311214 | val_loss: 0.0311571 | Time: 4704.64 ms [2021-05-12 07:18:15 main:574] : INFO : Epoch 1594 | loss: 0.0311252 | val_loss: 0.0311566 | Time: 4790.68 ms [2021-05-12 07:18:20 main:574] : INFO : Epoch 1595 | loss: 0.0311204 | val_loss: 0.0311545 | Time: 4871.39 ms [2021-05-12 07:18:25 main:574] : INFO : Epoch 1596 | loss: 0.0311192 | val_loss: 0.0311537 | Time: 4922.32 ms [2021-05-12 07:18:30 main:574] : INFO : Epoch 1597 | loss: 0.0311176 | val_loss: 0.0311613 | Time: 4887.01 ms [2021-05-12 07:18:35 main:574] : INFO : Epoch 1598 | loss: 0.0311192 | val_loss: 0.0311658 | Time: 4829.18 ms [2021-05-12 07:18:40 main:574] : INFO : Epoch 1599 | loss: 0.0311168 | val_loss: 0.0311583 | Time: 4972.36 ms [2021-05-12 07:18:45 main:574] : INFO : Epoch 1600 | loss: 0.0311141 | val_loss: 0.0311664 | Time: 4783.22 ms [2021-05-12 07:18:50 main:574] : INFO : Epoch 1601 | loss: 0.0311201 | val_loss: 0.0311571 | Time: 4819.16 ms [2021-05-12 07:18:54 main:574] : INFO : Epoch 1602 | loss: 0.0311161 | val_loss: 0.0311526 | Time: 4678.33 ms [2021-05-12 07:18:59 main:574] : INFO : Epoch 1603 | loss: 0.031113 | val_loss: 0.0311534 | Time: 4756.14 ms [2021-05-12 07:19:04 main:574] : INFO : Epoch 1604 | loss: 0.0311108 | val_loss: 0.0311544 | Time: 4805.26 ms [2021-05-12 07:19:09 main:574] : INFO : Epoch 1605 | loss: 0.031112 | val_loss: 0.0311556 | Time: 4724.69 ms [2021-05-12 07:19:14 main:574] : INFO : Epoch 1606 | loss: 0.0311127 | val_loss: 0.0311524 | Time: 4885.72 ms [2021-05-12 07:19:19 main:574] : INFO : Epoch 1607 | loss: 0.0311152 | val_loss: 0.0311577 | Time: 4744.67 ms [2021-05-12 07:19:24 main:574] : INFO : Epoch 1608 | loss: 0.0311179 | val_loss: 0.0311568 | Time: 4745.8 ms [2021-05-12 07:19:28 main:574] : INFO : Epoch 1609 | loss: 0.0311169 | val_loss: 0.0311617 | Time: 4870.05 ms [2021-05-12 07:19:33 main:574] : INFO : Epoch 1610 | loss: 0.0311136 | val_loss: 0.0311548 | Time: 4751.76 ms [2021-05-12 07:19:38 main:574] : INFO : Epoch 1611 | loss: 0.0311099 | val_loss: 0.0311594 | Time: 4856.83 ms [2021-05-12 07:19:43 main:574] : INFO : Epoch 1612 | loss: 0.0311073 | val_loss: 0.0311577 | Time: 4663.78 ms [2021-05-12 07:19:48 main:574] : INFO : Epoch 1613 | loss: 0.031106 | val_loss: 0.0311575 | Time: 4762.14 ms [2021-05-12 07:19:53 main:574] : INFO : Epoch 1614 | loss: 0.0311119 | val_loss: 0.0311678 | Time: 4777.35 ms [2021-05-12 07:19:58 main:574] : INFO : Epoch 1615 | loss: 0.0311173 | val_loss: 0.0311606 | Time: 4861.77 ms [2021-05-12 07:20:03 main:574] : INFO : Epoch 1616 | loss: 0.0311191 | val_loss: 0.0311596 | Time: 4931.53 ms [2021-05-12 07:20:08 main:574] : INFO : Epoch 1617 | loss: 0.0311176 | val_loss: 0.0311552 | Time: 4816.97 ms [2021-05-12 07:20:12 main:574] : INFO : Epoch 1618 | loss: 0.0311131 | val_loss: 0.0311567 | Time: 4751.13 ms [2021-05-12 07:20:17 main:574] : INFO : Epoch 1619 | loss: 0.0311168 | val_loss: 0.0311552 | Time: 4911.2 ms [2021-05-12 07:20:22 main:574] : INFO : Epoch 1620 | loss: 0.0311148 | val_loss: 0.03116 | Time: 4913.29 ms [2021-05-12 07:20:27 main:574] : INFO : Epoch 1621 | loss: 0.0311161 | val_loss: 0.0311537 | Time: 4912.56 ms [2021-05-12 07:20:32 main:574] : INFO : Epoch 1622 | loss: 0.0311108 | val_loss: 0.0311567 | Time: 4894.58 ms [2021-05-12 07:20:37 main:574] : INFO : Epoch 1623 | loss: 0.031111 | val_loss: 0.0311592 | Time: 4965.42 ms [2021-05-12 07:20:42 main:574] : INFO : Epoch 1624 | loss: 0.0311111 | val_loss: 0.0311625 | Time: 4871.77 ms [2021-05-12 07:20:47 main:574] : INFO : Epoch 1625 | loss: 0.0311113 | val_loss: 0.0311586 | Time: 4898.33 ms [2021-05-12 07:20:52 main:574] : INFO : Epoch 1626 | loss: 0.0311089 | val_loss: 0.0311563 | Time: 4772.66 ms [2021-05-12 07:20:57 main:574] : INFO : Epoch 1627 | loss: 0.03111 | val_loss: 0.0311605 | Time: 4770.55 ms [2021-05-12 07:21:02 main:574] : INFO : Epoch 1628 | loss: 0.0311079 | val_loss: 0.0311633 | Time: 4791.35 ms [2021-05-12 07:21:06 main:574] : INFO : Epoch 1629 | loss: 0.031106 | val_loss: 0.0311699 | Time: 4748.67 ms [2021-05-12 07:21:11 main:574] : INFO : Epoch 1630 | loss: 0.0311077 | val_loss: 0.0311612 | Time: 4798.93 ms [2021-05-12 07:21:16 main:574] : INFO : Epoch 1631 | loss: 0.031104 | val_loss: 0.0311603 | Time: 4825.55 ms [2021-05-12 07:21:21 main:574] : INFO : Epoch 1632 | loss: 0.031103 | val_loss: 0.0311611 | Time: 4893.37 ms [2021-05-12 07:21:26 main:574] : INFO : Epoch 1633 | loss: 0.0311116 | val_loss: 0.0311619 | Time: 4888.29 ms [2021-05-12 07:21:31 main:574] : INFO : Epoch 1634 | loss: 0.0311109 | val_loss: 0.0311692 | Time: 4731.89 ms [2021-05-12 07:21:36 main:574] : INFO : Epoch 1635 | loss: 0.0311073 | val_loss: 0.0311672 | Time: 4766.41 ms [2021-05-12 07:21:40 main:574] : INFO : Epoch 1636 | loss: 0.0311043 | val_loss: 0.0311574 | Time: 4604.27 ms [2021-05-12 07:21:45 main:574] : INFO : Epoch 1637 | loss: 0.0311027 | val_loss: 0.0311626 | Time: 4812.49 ms [2021-05-12 07:21:50 main:574] : INFO : Epoch 1638 | loss: 0.0311036 | val_loss: 0.031163 | Time: 4739.26 ms [2021-05-12 07:21:55 main:574] : INFO : Epoch 1639 | loss: 0.0311306 | val_loss: 0.0311701 | Time: 4812.05 ms [2021-05-12 07:22:00 main:574] : INFO : Epoch 1640 | loss: 0.0311368 | val_loss: 0.0311658 | Time: 4692.98 ms [2021-05-12 07:22:04 main:574] : INFO : Epoch 1641 | loss: 0.0311331 | val_loss: 0.0311715 | Time: 4828.79 ms [2021-05-12 07:22:09 main:574] : INFO : Epoch 1642 | loss: 0.0311298 | val_loss: 0.0311593 | Time: 4787.51 ms [2021-05-12 07:22:14 main:574] : INFO : Epoch 1643 | loss: 0.0311257 | val_loss: 0.0311622 | Time: 4719.47 ms [2021-05-12 07:22:19 main:574] : INFO : Epoch 1644 | loss: 0.0311203 | val_loss: 0.0311593 | Time: 4715.8 ms [2021-05-12 07:22:24 main:574] : INFO : Epoch 1645 | loss: 0.0311158 | val_loss: 0.0311632 | Time: 4734.3 ms [2021-05-12 07:22:29 main:574] : INFO : Epoch 1646 | loss: 0.0311146 | val_loss: 0.0311672 | Time: 4803.51 ms [2021-05-12 07:22:33 main:574] : INFO : Epoch 1647 | loss: 0.0311239 | val_loss: 0.0311583 | Time: 4779.23 ms [2021-05-12 07:22:38 main:574] : INFO : Epoch 1648 | loss: 0.031131 | val_loss: 0.0311515 | Time: 4744.67 ms [2021-05-12 07:22:43 main:574] : INFO : Epoch 1649 | loss: 0.0311256 | val_loss: 0.0311542 | Time: 4764.48 ms [2021-05-12 07:22:48 main:574] : INFO : Epoch 1650 | loss: 0.0311206 | val_loss: 0.0311557 | Time: 4809.19 ms [2021-05-12 07:22:53 main:574] : INFO : Epoch 1651 | loss: 0.0311202 | val_loss: 0.0311636 | Time: 4869.13 ms [2021-05-12 07:22:58 main:574] : INFO : Epoch 1652 | loss: 0.0311207 | val_loss: 0.0311527 | Time: 4707.63 ms [2021-05-12 07:23:03 main:574] : INFO : Epoch 1653 | loss: 0.0311145 | val_loss: 0.0311562 | Time: 5032.11 ms [2021-05-12 07:23:07 main:574] : INFO : Epoch 1654 | loss: 0.0311127 | val_loss: 0.0311522 | Time: 4794.3 ms [2021-05-12 07:23:12 main:574] : INFO : Epoch 1655 | loss: 0.0311087 | val_loss: 0.0311525 | Time: 4857.91 ms [2021-05-12 07:23:17 main:574] : INFO : Epoch 1656 | loss: 0.0311074 | val_loss: 0.0311521 | Time: 4913.46 ms [2021-05-12 07:23:22 main:574] : INFO : Epoch 1657 | loss: 0.0311065 | val_loss: 0.0311564 | Time: 4884.72 ms [2021-05-12 07:23:27 main:574] : INFO : Epoch 1658 | loss: 0.0311052 | val_loss: 0.0311549 | Time: 4734.26 ms [2021-05-12 07:23:32 main:574] : INFO : Epoch 1659 | loss: 0.0311044 | val_loss: 0.0311596 | Time: 4864.18 ms [2021-05-12 07:23:37 main:574] : INFO : Epoch 1660 | loss: 0.0311043 | val_loss: 0.0311573 | Time: 4807.73 ms [2021-05-12 07:23:42 main:574] : INFO : Epoch 1661 | loss: 0.0311049 | val_loss: 0.0311529 | Time: 4841.33 ms [2021-05-12 07:23:47 main:574] : INFO : Epoch 1662 | loss: 0.0311027 | val_loss: 0.0311537 | Time: 4758.85 ms [2021-05-12 07:23:51 main:574] : INFO : Epoch 1663 | loss: 0.0311023 | val_loss: 0.0311547 | Time: 4848.28 ms [2021-05-12 07:23:56 main:574] : INFO : Epoch 1664 | loss: 0.0311009 | val_loss: 0.031152 | Time: 4857.35 ms [2021-05-12 07:24:01 main:574] : INFO : Epoch 1665 | loss: 0.0311009 | val_loss: 0.0311554 | Time: 4964.84 ms [2021-05-12 07:24:06 main:574] : INFO : Epoch 1666 | loss: 0.0311038 | val_loss: 0.0311683 | Time: 4713.44 ms [2021-05-12 07:24:11 main:574] : INFO : Epoch 1667 | loss: 0.0311147 | val_loss: 0.0311584 | Time: 4749.8 ms [2021-05-12 07:24:16 main:574] : INFO : Epoch 1668 | loss: 0.0311074 | val_loss: 0.0311527 | Time: 4708.92 ms [2021-05-12 07:24:21 main:574] : INFO : Epoch 1669 | loss: 0.0311046 | val_loss: 0.0311576 | Time: 4854.78 ms [2021-05-12 07:24:25 main:574] : INFO : Epoch 1670 | loss: 0.0311026 | val_loss: 0.0311555 | Time: 4798.99 ms [2021-05-12 07:24:30 main:574] : INFO : Epoch 1671 | loss: 0.0311013 | val_loss: 0.0311532 | Time: 4774.03 ms [2021-05-12 07:24:35 main:574] : INFO : Epoch 1672 | loss: 0.0310999 | val_loss: 0.0311569 | Time: 4763.02 ms [2021-05-12 07:24:40 main:574] : INFO : Epoch 1673 | loss: 0.0311011 | val_loss: 0.0311521 | Time: 4901.17 ms [2021-05-12 07:24:45 main:574] : INFO : Epoch 1674 | loss: 0.0311023 | val_loss: 0.0311519 | Time: 4804.85 ms [2021-05-12 07:24:50 main:574] : INFO : Epoch 1675 | loss: 0.0310992 | val_loss: 0.0311588 | Time: 4896.37 ms [2021-05-12 07:24:55 main:574] : INFO : Epoch 1676 | loss: 0.0311041 | val_loss: 0.0311572 | Time: 4754.38 ms [2021-05-12 07:25:00 main:574] : INFO : Epoch 1677 | loss: 0.0311034 | val_loss: 0.0311558 | Time: 4880.89 ms [2021-05-12 07:25:05 main:574] : INFO : Epoch 1678 | loss: 0.0311012 | val_loss: 0.0311518 | Time: 4742.74 ms [2021-05-12 07:25:09 main:574] : INFO : Epoch 1679 | loss: 0.0310998 | val_loss: 0.0311586 | Time: 4787.31 ms [2021-05-12 07:25:14 main:574] : INFO : Epoch 1680 | loss: 0.031099 | val_loss: 0.0311532 | Time: 4982.34 ms [2021-05-12 07:25:19 main:574] : INFO : Epoch 1681 | loss: 0.0310979 | val_loss: 0.0311604 | Time: 4771.57 ms [2021-05-12 07:25:24 main:574] : INFO : Epoch 1682 | loss: 0.0311008 | val_loss: 0.031154 | Time: 4787.75 ms [2021-05-12 07:25:29 main:574] : INFO : Epoch 1683 | loss: 0.0310973 | val_loss: 0.0311508 | Time: 4701.54 ms [2021-05-12 07:25:34 main:574] : INFO : Epoch 1684 | loss: 0.0310971 | val_loss: 0.0311527 | Time: 4675.37 ms [2021-05-12 07:25:38 main:574] : INFO : Epoch 1685 | loss: 0.0311009 | val_loss: 0.0311559 | Time: 4748.35 ms [2021-05-12 07:25:43 main:574] : INFO : Epoch 1686 | loss: 0.0311005 | val_loss: 0.0311561 | Time: 4854.02 ms [2021-05-12 07:25:48 main:574] : INFO : Epoch 1687 | loss: 0.0310971 | val_loss: 0.0311583 | Time: 4849.2 ms [2021-05-12 07:25:53 main:574] : INFO : Epoch 1688 | loss: 0.0310971 | val_loss: 0.0311545 | Time: 4852.15 ms [2021-05-12 07:25:58 main:574] : INFO : Epoch 1689 | loss: 0.0310945 | val_loss: 0.0311559 | Time: 5104.18 ms [2021-05-12 07:26:04 main:574] : INFO : Epoch 1690 | loss: 0.031095 | val_loss: 0.0311537 | Time: 5046.21 ms [2021-05-12 07:26:08 main:574] : INFO : Epoch 1691 | loss: 0.0310962 | val_loss: 0.0311582 | Time: 4696.15 ms [2021-05-12 07:26:13 main:574] : INFO : Epoch 1692 | loss: 0.0310949 | val_loss: 0.0311609 | Time: 4971.71 ms [2021-05-12 07:26:18 main:574] : INFO : Epoch 1693 | loss: 0.031095 | val_loss: 0.0311583 | Time: 4705.46 ms [2021-05-12 07:26:23 main:574] : INFO : Epoch 1694 | loss: 0.0310957 | val_loss: 0.0311613 | Time: 4788.7 ms [2021-05-12 07:26:28 main:574] : INFO : Epoch 1695 | loss: 0.0310987 | val_loss: 0.0311574 | Time: 4699.74 ms [2021-05-12 07:26:32 main:574] : INFO : Epoch 1696 | loss: 0.0310972 | val_loss: 0.031155 | Time: 4758.14 ms [2021-05-12 07:26:37 main:574] : INFO : Epoch 1697 | loss: 0.0310991 | val_loss: 0.0311575 | Time: 4832.55 ms [2021-05-12 07:26:42 main:574] : INFO : Epoch 1698 | loss: 0.0310942 | val_loss: 0.0311591 | Time: 4839.71 ms [2021-05-12 07:26:47 main:574] : INFO : Epoch 1699 | loss: 0.0310921 | val_loss: 0.0311536 | Time: 4761.44 ms [2021-05-12 07:26:52 main:574] : INFO : Epoch 1700 | loss: 0.0310921 | val_loss: 0.0311602 | Time: 4813.19 ms [2021-05-12 07:26:57 main:574] : INFO : Epoch 1701 | loss: 0.031098 | val_loss: 0.0311614 | Time: 4654.28 ms [2021-05-12 07:27:02 main:574] : INFO : Epoch 1702 | loss: 0.0311054 | val_loss: 0.0311588 | Time: 4792.24 ms [2021-05-12 07:27:06 main:574] : INFO : Epoch 1703 | loss: 0.0311127 | val_loss: 0.0311588 | Time: 4740.27 ms [2021-05-12 07:27:11 main:574] : INFO : Epoch 1704 | loss: 0.031111 | val_loss: 0.0311574 | Time: 4788.61 ms [2021-05-12 07:27:16 main:574] : INFO : Epoch 1705 | loss: 0.0311099 | val_loss: 0.0311554 | Time: 4837.57 ms [2021-05-12 07:27:21 main:574] : INFO : Epoch 1706 | loss: 0.0311067 | val_loss: 0.0311563 | Time: 4865.66 ms [2021-05-12 07:27:26 main:574] : INFO : Epoch 1707 | loss: 0.0311027 | val_loss: 0.0311496 | Time: 4713.89 ms [2021-05-12 07:27:31 main:574] : INFO : Epoch 1708 | loss: 0.0310995 | val_loss: 0.0311616 | Time: 4743.24 ms [2021-05-12 07:27:35 main:574] : INFO : Epoch 1709 | loss: 0.0311002 | val_loss: 0.0311569 | Time: 4775.93 ms [2021-05-12 07:27:40 main:574] : INFO : Epoch 1710 | loss: 0.0311085 | val_loss: 0.031165 | Time: 4833.43 ms [2021-05-12 07:27:45 main:574] : INFO : Epoch 1711 | loss: 0.0311097 | val_loss: 0.0311592 | Time: 4725.03 ms [2021-05-12 07:27:50 main:574] : INFO : Epoch 1712 | loss: 0.0311016 | val_loss: 0.0311525 | Time: 4692.1 ms [2021-05-12 07:27:55 main:574] : INFO : Epoch 1713 | loss: 0.031099 | val_loss: 0.0311544 | Time: 4765.95 ms [2021-05-12 07:27:59 main:574] : INFO : Epoch 1714 | loss: 0.0310966 | val_loss: 0.0311548 | Time: 4689.67 ms [2021-05-12 07:28:04 main:574] : INFO : Epoch 1715 | loss: 0.031095 | val_loss: 0.0311559 | Time: 4759.8 ms [2021-05-12 07:28:09 main:574] : INFO : Epoch 1716 | loss: 0.0311016 | val_loss: 0.031147 | Time: 4812.27 ms [2021-05-12 07:28:14 main:574] : INFO : Epoch 1717 | loss: 0.0311077 | val_loss: 0.0311452 | Time: 4675.85 ms [2021-05-12 07:28:19 main:574] : INFO : Epoch 1718 | loss: 0.0311071 | val_loss: 0.0311519 | Time: 4756.88 ms [2021-05-12 07:28:24 main:574] : INFO : Epoch 1719 | loss: 0.0311034 | val_loss: 0.0311488 | Time: 4873.13 ms [2021-05-12 07:28:28 main:574] : INFO : Epoch 1720 | loss: 0.0311024 | val_loss: 0.0311504 | Time: 4859.4 ms [2021-05-12 07:28:33 main:574] : INFO : Epoch 1721 | loss: 0.0311026 | val_loss: 0.0311536 | Time: 4957.7 ms [2021-05-12 07:28:38 main:574] : INFO : Epoch 1722 | loss: 0.0310998 | val_loss: 0.0311522 | Time: 4788.43 ms [2021-05-12 07:28:43 main:574] : INFO : Epoch 1723 | loss: 0.0311053 | val_loss: 0.0311541 | Time: 4793.34 ms [2021-05-12 07:28:48 main:574] : INFO : Epoch 1724 | loss: 0.0310979 | val_loss: 0.0311483 | Time: 4870.12 ms [2021-05-12 07:28:53 main:574] : INFO : Epoch 1725 | loss: 0.0310993 | val_loss: 0.0311513 | Time: 4893.44 ms [2021-05-12 07:28:58 main:574] : INFO : Epoch 1726 | loss: 0.0311075 | val_loss: 0.0311513 | Time: 4797.93 ms [2021-05-12 07:29:03 main:574] : INFO : Epoch 1727 | loss: 0.0311103 | val_loss: 0.0311584 | Time: 4854.88 ms [2021-05-12 07:29:08 main:574] : INFO : Epoch 1728 | loss: 0.0311042 | val_loss: 0.0311567 | Time: 4791.31 ms [2021-05-12 07:29:13 main:574] : INFO : Epoch 1729 | loss: 0.0311014 | val_loss: 0.031154 | Time: 4780.65 ms [2021-05-12 07:29:17 main:574] : INFO : Epoch 1730 | loss: 0.0311031 | val_loss: 0.0311521 | Time: 4786.07 ms [2021-05-12 07:29:22 main:574] : INFO : Epoch 1731 | loss: 0.0310977 | val_loss: 0.0311594 | Time: 4874.83 ms [2021-05-12 07:29:27 main:574] : INFO : Epoch 1732 | loss: 0.0310941 | val_loss: 0.0311559 | Time: 4765.83 ms [2021-05-12 07:29:32 main:574] : INFO : Epoch 1733 | loss: 0.0310929 | val_loss: 0.0311545 | Time: 4775.06 ms [2021-05-12 07:29:37 main:574] : INFO : Epoch 1734 | loss: 0.0310941 | val_loss: 0.0311541 | Time: 4870.26 ms [2021-05-12 07:29:42 main:574] : INFO : Epoch 1735 | loss: 0.0310925 | val_loss: 0.0311495 | Time: 4742.05 ms [2021-05-12 07:29:47 main:574] : INFO : Epoch 1736 | loss: 0.0310906 | val_loss: 0.0311538 | Time: 4778.88 ms [2021-05-12 07:29:51 main:574] : INFO : Epoch 1737 | loss: 0.0310902 | val_loss: 0.0311516 | Time: 4687.18 ms [2021-05-12 07:29:56 main:574] : INFO : Epoch 1738 | loss: 0.0310911 | val_loss: 0.031155 | Time: 4878.82 ms [2021-05-12 07:30:01 main:574] : INFO : Epoch 1739 | loss: 0.0310965 | val_loss: 0.0311541 | Time: 4861.38 ms [2021-05-12 07:30:06 main:574] : INFO : Epoch 1740 | loss: 0.0310994 | val_loss: 0.0311575 | Time: 4920.49 ms [2021-05-12 07:30:11 main:574] : INFO : Epoch 1741 | loss: 0.031096 | val_loss: 0.0311533 | Time: 4782.33 ms [2021-05-12 07:30:16 main:574] : INFO : Epoch 1742 | loss: 0.0310943 | val_loss: 0.0311562 | Time: 4924.62 ms [2021-05-12 07:30:21 main:574] : INFO : Epoch 1743 | loss: 0.031098 | val_loss: 0.0311533 | Time: 4907.48 ms [2021-05-12 07:30:26 main:574] : INFO : Epoch 1744 | loss: 0.0310975 | val_loss: 0.0311534 | Time: 4832.58 ms [2021-05-12 07:30:31 main:574] : INFO : Epoch 1745 | loss: 0.031094 | val_loss: 0.0311494 | Time: 4790.18 ms [2021-05-12 07:30:35 main:574] : INFO : Epoch 1746 | loss: 0.0310926 | val_loss: 0.0311557 | Time: 4794.9 ms [2021-05-12 07:30:40 main:574] : INFO : Epoch 1747 | loss: 0.031091 | val_loss: 0.0311522 | Time: 4707.11 ms [2021-05-12 07:30:45 main:574] : INFO : Epoch 1748 | loss: 0.0310883 | val_loss: 0.0311523 | Time: 4797.98 ms [2021-05-12 07:30:50 main:574] : INFO : Epoch 1749 | loss: 0.0310882 | val_loss: 0.0311501 | Time: 4786.05 ms [2021-05-12 07:30:55 main:574] : INFO : Epoch 1750 | loss: 0.0310874 | val_loss: 0.0311498 | Time: 4796.13 ms [2021-05-12 07:31:00 main:574] : INFO : Epoch 1751 | loss: 0.031087 | val_loss: 0.0311591 | Time: 4720.91 ms [2021-05-12 07:31:05 main:574] : INFO : Epoch 1752 | loss: 0.0310884 | val_loss: 0.0311527 | Time: 4986.03 ms [2021-05-12 07:31:09 main:574] : INFO : Epoch 1753 | loss: 0.0310903 | val_loss: 0.0311545 | Time: 4854.83 ms [2021-05-12 07:31:14 main:574] : INFO : Epoch 1754 | loss: 0.0311023 | val_loss: 0.0311571 | Time: 4828.3 ms [2021-05-12 07:31:19 main:574] : INFO : Epoch 1755 | loss: 0.0311025 | val_loss: 0.0311556 | Time: 4805.44 ms [2021-05-12 07:31:24 main:574] : INFO : Epoch 1756 | loss: 0.0311003 | val_loss: 0.0311549 | Time: 4744.96 ms [2021-05-12 07:31:29 main:574] : INFO : Epoch 1757 | loss: 0.0310977 | val_loss: 0.0311538 | Time: 4825.64 ms [2021-05-12 07:31:34 main:574] : INFO : Epoch 1758 | loss: 0.0310924 | val_loss: 0.0311549 | Time: 4816.38 ms [2021-05-12 07:31:39 main:574] : INFO : Epoch 1759 | loss: 0.0310923 | val_loss: 0.0311509 | Time: 4796.62 ms [2021-05-12 07:31:44 main:574] : INFO : Epoch 1760 | loss: 0.0310907 | val_loss: 0.0311497 | Time: 4936.37 ms [2021-05-12 07:31:48 main:574] : INFO : Epoch 1761 | loss: 0.0311055 | val_loss: 0.031158 | Time: 4782.48 ms [2021-05-12 07:31:53 main:574] : INFO : Epoch 1762 | loss: 0.0311237 | val_loss: 0.0311427 | Time: 4760.07 ms [2021-05-12 07:31:58 main:574] : INFO : Epoch 1763 | loss: 0.0311204 | val_loss: 0.0311535 | Time: 4791.39 ms [2021-05-12 07:32:03 main:574] : INFO : Epoch 1764 | loss: 0.0311183 | val_loss: 0.0311523 | Time: 4737.19 ms [2021-05-12 07:32:08 main:574] : INFO : Epoch 1765 | loss: 0.0311377 | val_loss: 0.0311522 | Time: 4755.54 ms [2021-05-12 07:32:12 main:574] : INFO : Epoch 1766 | loss: 0.0311371 | val_loss: 0.0311495 | Time: 4780.7 ms [2021-05-12 07:32:17 main:574] : INFO : Epoch 1767 | loss: 0.0311306 | val_loss: 0.0311473 | Time: 4849.66 ms [2021-05-12 07:32:22 main:574] : INFO : Epoch 1768 | loss: 0.0311268 | val_loss: 0.0311466 | Time: 4774.7 ms [2021-05-12 07:32:27 main:574] : INFO : Epoch 1769 | loss: 0.0311249 | val_loss: 0.0311494 | Time: 4940.34 ms [2021-05-12 07:32:32 main:574] : INFO : Epoch 1770 | loss: 0.0311239 | val_loss: 0.0311426 | Time: 4769.35 ms [2021-05-12 07:32:37 main:574] : INFO : Epoch 1771 | loss: 0.0311177 | val_loss: 0.031146 | Time: 4913.63 ms [2021-05-12 07:32:42 main:574] : INFO : Epoch 1772 | loss: 0.031115 | val_loss: 0.0311467 | Time: 4759.73 ms [2021-05-12 07:32:47 main:574] : INFO : Epoch 1773 | loss: 0.0311132 | val_loss: 0.031142 | Time: 4744.42 ms [2021-05-12 07:32:52 main:574] : INFO : Epoch 1774 | loss: 0.0311096 | val_loss: 0.0311459 | Time: 4880.89 ms [2021-05-12 07:32:57 main:574] : INFO : Epoch 1775 | loss: 0.0311107 | val_loss: 0.0311463 | Time: 4929.31 ms [2021-05-12 07:33:02 main:574] : INFO : Epoch 1776 | loss: 0.0311095 | val_loss: 0.0311458 | Time: 4896.72 ms [2021-05-12 07:33:06 main:574] : INFO : Epoch 1777 | loss: 0.0311066 | val_loss: 0.0311465 | Time: 4894.55 ms [2021-05-12 07:33:11 main:574] : INFO : Epoch 1778 | loss: 0.0311056 | val_loss: 0.0311518 | Time: 4886.33 ms [2021-05-12 07:33:16 main:574] : INFO : Epoch 1779 | loss: 0.0311039 | val_loss: 0.0311541 | Time: 4803.38 ms [2021-05-12 07:33:21 main:574] : INFO : Epoch 1780 | loss: 0.0311062 | val_loss: 0.0311565 | Time: 4854.91 ms [2021-05-12 07:33:26 main:574] : INFO : Epoch 1781 | loss: 0.0311045 | val_loss: 0.0311507 | Time: 4799.55 ms [2021-05-12 07:33:31 main:574] : INFO : Epoch 1782 | loss: 0.0311041 | val_loss: 0.0311509 | Time: 4687.5 ms [2021-05-12 07:33:36 main:574] : INFO : Epoch 1783 | loss: 0.0311097 | val_loss: 0.0311484 | Time: 4784.61 ms [2021-05-12 07:33:40 main:574] : INFO : Epoch 1784 | loss: 0.0311077 | val_loss: 0.0311475 | Time: 4759.62 ms [2021-05-12 07:33:45 main:574] : INFO : Epoch 1785 | loss: 0.0311027 | val_loss: 0.0311516 | Time: 4752.04 ms [2021-05-12 07:33:50 main:574] : INFO : Epoch 1786 | loss: 0.0311027 | val_loss: 0.0311547 | Time: 4760.1 ms [2021-05-12 07:33:55 main:574] : INFO : Epoch 1787 | loss: 0.0311088 | val_loss: 0.0311611 | Time: 4848.11 ms [2021-05-12 07:34:00 main:574] : INFO : Epoch 1788 | loss: 0.0311015 | val_loss: 0.0311547 | Time: 4885.54 ms [2021-05-12 07:34:05 main:574] : INFO : Epoch 1789 | loss: 0.0310968 | val_loss: 0.031149 | Time: 4782.77 ms [2021-05-12 07:34:10 main:574] : INFO : Epoch 1790 | loss: 0.0310981 | val_loss: 0.03115 | Time: 4776.44 ms [2021-05-12 07:34:15 main:574] : INFO : Epoch 1791 | loss: 0.0310974 | val_loss: 0.031146 | Time: 4849.5 ms [2021-05-12 07:34:19 main:574] : INFO : Epoch 1792 | loss: 0.031098 | val_loss: 0.0311471 | Time: 4831.04 ms [2021-05-12 07:34:24 main:574] : INFO : Epoch 1793 | loss: 0.031096 | val_loss: 0.0311573 | Time: 4806.4 ms [2021-05-12 07:34:29 main:574] : INFO : Epoch 1794 | loss: 0.031094 | val_loss: 0.0311495 | Time: 4812.86 ms [2021-05-12 07:34:34 main:574] : INFO : Epoch 1795 | loss: 0.0310942 | val_loss: 0.0311471 | Time: 4814.07 ms [2021-05-12 07:34:39 main:574] : INFO : Epoch 1796 | loss: 0.0310917 | val_loss: 0.0311568 | Time: 4709.02 ms [2021-05-12 07:34:44 main:574] : INFO : Epoch 1797 | loss: 0.0310933 | val_loss: 0.0311504 | Time: 4756.09 ms [2021-05-12 07:34:48 main:574] : INFO : Epoch 1798 | loss: 0.0310901 | val_loss: 0.0311498 | Time: 4756.64 ms [2021-05-12 07:34:53 main:574] : INFO : Epoch 1799 | loss: 0.0310924 | val_loss: 0.0311515 | Time: 4852.91 ms [2021-05-12 07:34:58 main:574] : INFO : Epoch 1800 | loss: 0.0310934 | val_loss: 0.0311539 | Time: 4801.13 ms [2021-05-12 07:35:03 main:574] : INFO : Epoch 1801 | loss: 0.0310892 | val_loss: 0.03115 | Time: 4664.3 ms [2021-05-12 07:35:08 main:574] : INFO : Epoch 1802 | loss: 0.0310881 | val_loss: 0.0311505 | Time: 4730.87 ms [2021-05-12 07:35:13 main:574] : INFO : Epoch 1803 | loss: 0.0310891 | val_loss: 0.0311486 | Time: 4749.11 ms [2021-05-12 07:35:17 main:574] : INFO : Epoch 1804 | loss: 0.0310888 | val_loss: 0.0311578 | Time: 4744.3 ms [2021-05-12 07:35:22 main:574] : INFO : Epoch 1805 | loss: 0.0310889 | val_loss: 0.031151 | Time: 4864.21 ms [2021-05-12 07:35:27 main:574] : INFO : Epoch 1806 | loss: 0.0310893 | val_loss: 0.031145 | Time: 4788.06 ms [2021-05-12 07:35:32 main:574] : INFO : Epoch 1807 | loss: 0.0310881 | val_loss: 0.031152 | Time: 4763.95 ms [2021-05-12 07:35:37 main:574] : INFO : Epoch 1808 | loss: 0.0310872 | val_loss: 0.0311488 | Time: 4858.18 ms [2021-05-12 07:35:42 main:574] : INFO : Epoch 1809 | loss: 0.031087 | val_loss: 0.0311468 | Time: 4872.03 ms [2021-05-12 07:35:47 main:574] : INFO : Epoch 1810 | loss: 0.0310859 | val_loss: 0.0311502 | Time: 4784.04 ms [2021-05-12 07:35:52 main:574] : INFO : Epoch 1811 | loss: 0.0310871 | val_loss: 0.0311526 | Time: 4849.43 ms [2021-05-12 07:35:57 main:574] : INFO : Epoch 1812 | loss: 0.0310911 | val_loss: 0.0311498 | Time: 4938.74 ms [2021-05-12 07:36:02 main:574] : INFO : Epoch 1813 | loss: 0.0310985 | val_loss: 0.0311698 | Time: 4909.33 ms [2021-05-12 07:36:06 main:574] : INFO : Epoch 1814 | loss: 0.0310986 | val_loss: 0.0311495 | Time: 4869.37 ms [2021-05-12 07:36:11 main:574] : INFO : Epoch 1815 | loss: 0.0310923 | val_loss: 0.0311504 | Time: 4881.13 ms [2021-05-12 07:36:16 main:574] : INFO : Epoch 1816 | loss: 0.0310919 | val_loss: 0.0311578 | Time: 4789.86 ms [2021-05-12 07:36:21 main:574] : INFO : Epoch 1817 | loss: 0.0310934 | val_loss: 0.0311488 | Time: 4789.75 ms [2021-05-12 07:36:26 main:574] : INFO : Epoch 1818 | loss: 0.0311 | val_loss: 0.0311498 | Time: 5001.49 ms [2021-05-12 07:36:31 main:574] : INFO : Epoch 1819 | loss: 0.0310989 | val_loss: 0.0311452 | Time: 4777.35 ms [2021-05-12 07:36:36 main:574] : INFO : Epoch 1820 | loss: 0.0311001 | val_loss: 0.0311496 | Time: 4936.62 ms [2021-05-12 07:36:41 main:574] : INFO : Epoch 1821 | loss: 0.0310972 | val_loss: 0.0311437 | Time: 4901.74 ms [2021-05-12 07:36:46 main:574] : INFO : Epoch 1822 | loss: 0.0310958 | val_loss: 0.0311501 | Time: 4760.99 ms [2021-05-12 07:36:51 main:574] : INFO : Epoch 1823 | loss: 0.0310965 | val_loss: 0.0311425 | Time: 5002.13 ms [2021-05-12 07:36:56 main:574] : INFO : Epoch 1824 | loss: 0.0310981 | val_loss: 0.0311429 | Time: 4764.53 ms [2021-05-12 07:37:01 main:574] : INFO : Epoch 1825 | loss: 0.0310933 | val_loss: 0.0311459 | Time: 4991.05 ms [2021-05-12 07:37:06 main:574] : INFO : Epoch 1826 | loss: 0.0310956 | val_loss: 0.0311419 | Time: 4803.7 ms [2021-05-12 07:37:10 main:574] : INFO : Epoch 1827 | loss: 0.0310944 | val_loss: 0.0311415 | Time: 4721.4 ms [2021-05-12 07:37:15 main:574] : INFO : Epoch 1828 | loss: 0.0310967 | val_loss: 0.0311445 | Time: 4827.29 ms [2021-05-12 07:37:20 main:574] : INFO : Epoch 1829 | loss: 0.031094 | val_loss: 0.0311443 | Time: 4804.53 ms [2021-05-12 07:37:25 main:574] : INFO : Epoch 1830 | loss: 0.0310942 | val_loss: 0.0311477 | Time: 4903.29 ms [2021-05-12 07:37:30 main:574] : INFO : Epoch 1831 | loss: 0.0310896 | val_loss: 0.0311446 | Time: 4813.96 ms [2021-05-12 07:37:35 main:574] : INFO : Epoch 1832 | loss: 0.0310888 | val_loss: 0.0311516 | Time: 4773.09 ms [2021-05-12 07:37:40 main:574] : INFO : Epoch 1833 | loss: 0.0310889 | val_loss: 0.0311452 | Time: 4955.49 ms [2021-05-12 07:37:45 main:574] : INFO : Epoch 1834 | loss: 0.0310923 | val_loss: 0.031149 | Time: 4759.51 ms [2021-05-12 07:37:50 main:574] : INFO : Epoch 1835 | loss: 0.0310889 | val_loss: 0.0311439 | Time: 4924.69 ms [2021-05-12 07:37:55 main:574] : INFO : Epoch 1836 | loss: 0.0310841 | val_loss: 0.0311518 | Time: 4808.41 ms [2021-05-12 07:38:00 main:574] : INFO : Epoch 1837 | loss: 0.0310834 | val_loss: 0.0311477 | Time: 4865.4 ms [2021-05-12 07:38:05 main:574] : INFO : Epoch 1838 | loss: 0.0310848 | val_loss: 0.0311491 | Time: 4947.14 ms [2021-05-12 07:38:09 main:574] : INFO : Epoch 1839 | loss: 0.0310886 | val_loss: 0.0311493 | Time: 4871.45 ms [2021-05-12 07:38:14 main:574] : INFO : Epoch 1840 | loss: 0.0310885 | val_loss: 0.031152 | Time: 4855.95 ms [2021-05-12 07:38:19 main:574] : INFO : Epoch 1841 | loss: 0.0310888 | val_loss: 0.0311517 | Time: 4719.13 ms [2021-05-12 07:38:24 main:574] : INFO : Epoch 1842 | loss: 0.0310869 | val_loss: 0.0311523 | Time: 4919.28 ms [2021-05-12 07:38:29 main:574] : INFO : Epoch 1843 | loss: 0.0310834 | val_loss: 0.0311481 | Time: 4894.13 ms [2021-05-12 07:38:34 main:574] : INFO : Epoch 1844 | loss: 0.0310827 | val_loss: 0.0311533 | Time: 4850.57 ms [2021-05-12 07:38:39 main:574] : INFO : Epoch 1845 | loss: 0.0310821 | val_loss: 0.0311504 | Time: 4864.53 ms [2021-05-12 07:38:44 main:574] : INFO : Epoch 1846 | loss: 0.0310847 | val_loss: 0.0311611 | Time: 4729.94 ms [2021-05-12 07:38:49 main:574] : INFO : Epoch 1847 | loss: 0.0310863 | val_loss: 0.0311623 | Time: 4955.01 ms [2021-05-12 07:38:54 main:574] : INFO : Epoch 1848 | loss: 0.0310877 | val_loss: 0.031148 | Time: 4846.6 ms [2021-05-12 07:38:58 main:574] : INFO : Epoch 1849 | loss: 0.0310855 | val_loss: 0.031145 | Time: 4688.85 ms [2021-05-12 07:39:03 main:574] : INFO : Epoch 1850 | loss: 0.0310875 | val_loss: 0.031152 | Time: 4793.43 ms [2021-05-12 07:39:08 main:574] : INFO : Epoch 1851 | loss: 0.0310876 | val_loss: 0.0311495 | Time: 4768.06 ms [2021-05-12 07:39:13 main:574] : INFO : Epoch 1852 | loss: 0.0310875 | val_loss: 0.0311619 | Time: 4975.03 ms [2021-05-12 07:39:18 main:574] : INFO : Epoch 1853 | loss: 0.0310897 | val_loss: 0.0311463 | Time: 4863.31 ms [2021-05-12 07:39:23 main:574] : INFO : Epoch 1854 | loss: 0.0310829 | val_loss: 0.0311496 | Time: 4837.73 ms [2021-05-12 07:39:28 main:574] : INFO : Epoch 1855 | loss: 0.0310836 | val_loss: 0.0311451 | Time: 4745.8 ms [2021-05-12 07:39:33 main:574] : INFO : Epoch 1856 | loss: 0.0310832 | val_loss: 0.0311504 | Time: 4862.34 ms [2021-05-12 07:39:38 main:574] : INFO : Epoch 1857 | loss: 0.0310859 | val_loss: 0.0311437 | Time: 4879.08 ms [2021-05-12 07:39:43 main:574] : INFO : Epoch 1858 | loss: 0.0310843 | val_loss: 0.0311515 | Time: 4768.58 ms [2021-05-12 07:39:48 main:574] : INFO : Epoch 1859 | loss: 0.0310889 | val_loss: 0.0311472 | Time: 4941.25 ms [2021-05-12 07:39:53 main:574] : INFO : Epoch 1860 | loss: 0.0310867 | val_loss: 0.0311466 | Time: 4900.34 ms [2021-05-12 07:39:57 main:574] : INFO : Epoch 1861 | loss: 0.0310916 | val_loss: 0.0311435 | Time: 4876.99 ms [2021-05-12 07:40:02 main:574] : INFO : Epoch 1862 | loss: 0.0311078 | val_loss: 0.0311527 | Time: 4843.42 ms [2021-05-12 07:40:07 main:574] : INFO : Epoch 1863 | loss: 0.0311119 | val_loss: 0.0311441 | Time: 4851.04 ms [2021-05-12 07:40:12 main:574] : INFO : Epoch 1864 | loss: 0.0311083 | val_loss: 0.0311433 | Time: 4923.12 ms [2021-05-12 07:40:17 main:574] : INFO : Epoch 1865 | loss: 0.031103 | val_loss: 0.0311455 | Time: 4881.37 ms [2021-05-12 07:40:22 main:574] : INFO : Epoch 1866 | loss: 0.0310993 | val_loss: 0.0311483 | Time: 4728.38 ms [2021-05-12 07:40:27 main:574] : INFO : Epoch 1867 | loss: 0.0310985 | val_loss: 0.0311407 | Time: 4851.26 ms [2021-05-12 07:40:32 main:574] : INFO : Epoch 1868 | loss: 0.0310977 | val_loss: 0.0311452 | Time: 4966.07 ms [2021-05-12 07:40:37 main:574] : INFO : Epoch 1869 | loss: 0.0310987 | val_loss: 0.0311429 | Time: 4956.54 ms [2021-05-12 07:40:42 main:574] : INFO : Epoch 1870 | loss: 0.0311002 | val_loss: 0.0311404 | Time: 4747.09 ms [2021-05-12 07:40:47 main:574] : INFO : Epoch 1871 | loss: 0.0311016 | val_loss: 0.0311479 | Time: 4789.32 ms [2021-05-12 07:40:52 main:574] : INFO : Epoch 1872 | loss: 0.0310969 | val_loss: 0.0311383 | Time: 4835.06 ms [2021-05-12 07:40:57 main:574] : INFO : Epoch 1873 | loss: 0.0310902 | val_loss: 0.0311432 | Time: 5261.18 ms [2021-05-12 07:41:03 main:574] : INFO : Epoch 1874 | loss: 0.0310901 | val_loss: 0.0311454 | Time: 5640.92 ms [2021-05-12 07:41:07 main:574] : INFO : Epoch 1875 | loss: 0.0310918 | val_loss: 0.0311428 | Time: 4876.6 ms [2021-05-12 07:41:12 main:574] : INFO : Epoch 1876 | loss: 0.0310908 | val_loss: 0.0311428 | Time: 4923.22 ms [2021-05-12 07:41:17 main:574] : INFO : Epoch 1877 | loss: 0.0310912 | val_loss: 0.0311531 | Time: 4839.83 ms [2021-05-12 07:41:22 main:574] : INFO : Epoch 1878 | loss: 0.0310899 | val_loss: 0.0311455 | Time: 4688.38 ms [2021-05-12 07:41:27 main:574] : INFO : Epoch 1879 | loss: 0.0310885 | val_loss: 0.0311446 | Time: 4803.13 ms [2021-05-12 07:41:32 main:574] : INFO : Epoch 1880 | loss: 0.0310889 | val_loss: 0.031147 | Time: 4853.35 ms [2021-05-12 07:41:37 main:574] : INFO : Epoch 1881 | loss: 0.0310893 | val_loss: 0.0311507 | Time: 4786.11 ms [2021-05-12 07:41:42 main:574] : INFO : Epoch 1882 | loss: 0.0310901 | val_loss: 0.0311479 | Time: 4929.71 ms [2021-05-12 07:41:47 main:574] : INFO : Epoch 1883 | loss: 0.0310863 | val_loss: 0.0311468 | Time: 4940.19 ms [2021-05-12 07:41:52 main:574] : INFO : Epoch 1884 | loss: 0.0310863 | val_loss: 0.0311436 | Time: 4859.66 ms [2021-05-12 07:41:57 main:574] : INFO : Epoch 1885 | loss: 0.0310837 | val_loss: 0.0311471 | Time: 4780.39 ms [2021-05-12 07:42:02 main:574] : INFO : Epoch 1886 | loss: 0.0311306 | val_loss: 0.0311774 | Time: 4822.05 ms [2021-05-12 07:42:06 main:574] : INFO : Epoch 1887 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 4732.74 ms [2021-05-12 07:42:11 main:574] : INFO : Epoch 1888 | loss: 0.031157 | val_loss: 0.0311572 | Time: 4859.06 ms [2021-05-12 07:42:16 main:574] : INFO : Epoch 1889 | loss: 0.0311544 | val_loss: 0.0311574 | Time: 4810.67 ms [2021-05-12 07:42:21 main:574] : INFO : Epoch 1890 | loss: 0.0311519 | val_loss: 0.0311522 | Time: 4802.91 ms [2021-05-12 07:42:26 main:574] : INFO : Epoch 1891 | loss: 0.0311505 | val_loss: 0.0311493 | Time: 4734.6 ms [2021-05-12 07:42:31 main:574] : INFO : Epoch 1892 | loss: 0.0311409 | val_loss: 0.0311481 | Time: 4769.66 ms [2021-05-12 07:42:36 main:574] : INFO : Epoch 1893 | loss: 0.0311383 | val_loss: 0.031145 | Time: 4774.26 ms [2021-05-12 07:42:41 main:574] : INFO : Epoch 1894 | loss: 0.0311373 | val_loss: 0.0311455 | Time: 5008.99 ms [2021-05-12 07:42:45 main:574] : INFO : Epoch 1895 | loss: 0.0311351 | val_loss: 0.0311468 | Time: 4807.57 ms [2021-05-12 07:42:50 main:574] : INFO : Epoch 1896 | loss: 0.0311353 | val_loss: 0.0311451 | Time: 4916.23 ms [2021-05-12 07:42:55 main:574] : INFO : Epoch 1897 | loss: 0.031135 | val_loss: 0.0311466 | Time: 4807.14 ms [2021-05-12 07:43:00 main:574] : INFO : Epoch 1898 | loss: 0.0311432 | val_loss: 0.0311507 | Time: 4940.13 ms [2021-05-12 07:43:05 main:574] : INFO : Epoch 1899 | loss: 0.0311387 | val_loss: 0.0311511 | Time: 4939.62 ms [2021-05-12 07:43:10 main:574] : INFO : Epoch 1900 | loss: 0.0311352 | val_loss: 0.0311476 | Time: 4865.82 ms [2021-05-12 07:43:15 main:574] : INFO : Epoch 1901 | loss: 0.0311341 | val_loss: 0.0311487 | Time: 4841.69 ms [2021-05-12 07:43:20 main:574] : INFO : Epoch 1902 | loss: 0.0311334 | val_loss: 0.031146 | Time: 4939.94 ms [2021-05-12 07:43:25 main:574] : INFO : Epoch 1903 | loss: 0.0311319 | val_loss: 0.0311496 | Time: 4985.43 ms [2021-05-12 07:43:30 main:574] : INFO : Epoch 1904 | loss: 0.0311295 | val_loss: 0.0311466 | Time: 4750.23 ms [2021-05-12 07:43:35 main:574] : INFO : Epoch 1905 | loss: 0.0311272 | val_loss: 0.0311463 | Time: 4964.73 ms [2021-05-12 07:43:40 main:574] : INFO : Epoch 1906 | loss: 0.031127 | val_loss: 0.0311466 | Time: 4962.68 ms [2021-05-12 07:43:45 main:574] : INFO : Epoch 1907 | loss: 0.0311242 | val_loss: 0.0311443 | Time: 5115.69 ms [2021-05-12 07:43:50 main:574] : INFO : Epoch 1908 | loss: 0.0311235 | val_loss: 0.0311432 | Time: 4889.39 ms [2021-05-12 07:43:55 main:574] : INFO : Epoch 1909 | loss: 0.0311208 | val_loss: 0.0311451 | Time: 4862.14 ms [2021-05-12 07:44:00 main:574] : INFO : Epoch 1910 | loss: 0.0311195 | val_loss: 0.0311462 | Time: 4832.93 ms [2021-05-12 07:44:05 main:574] : INFO : Epoch 1911 | loss: 0.0311191 | val_loss: 0.0311476 | Time: 4959.89 ms [2021-05-12 07:44:10 main:574] : INFO : Epoch 1912 | loss: 0.0311172 | val_loss: 0.0311448 | Time: 4709.91 ms [2021-05-12 07:44:15 main:574] : INFO : Epoch 1913 | loss: 0.0311188 | val_loss: 0.0311487 | Time: 4799.15 ms [2021-05-12 07:44:20 main:574] : INFO : Epoch 1914 | loss: 0.0311163 | val_loss: 0.0311512 | Time: 4946.74 ms [2021-05-12 07:44:24 main:574] : INFO : Epoch 1915 | loss: 0.0311213 | val_loss: 0.0311492 | Time: 4770.7 ms [2021-05-12 07:44:29 main:574] : INFO : Epoch 1916 | loss: 0.0311181 | val_loss: 0.0311455 | Time: 4720.37 ms [2021-05-12 07:44:34 main:574] : INFO : Epoch 1917 | loss: 0.0311154 | val_loss: 0.0311498 | Time: 4902.89 ms [2021-05-12 07:44:39 main:574] : INFO : Epoch 1918 | loss: 0.0311169 | val_loss: 0.0311489 | Time: 4837.24 ms [2021-05-12 07:44:44 main:574] : INFO : Epoch 1919 | loss: 0.031125 | val_loss: 0.0311467 | Time: 4760.92 ms [2021-05-12 07:44:49 main:574] : INFO : Epoch 1920 | loss: 0.031122 | val_loss: 0.0311463 | Time: 4736.78 ms [2021-05-12 07:44:54 main:574] : INFO : Epoch 1921 | loss: 0.0311194 | val_loss: 0.0311481 | Time: 4989.13 ms [2021-05-12 07:44:59 main:574] : INFO : Epoch 1922 | loss: 0.0311164 | val_loss: 0.0311495 | Time: 5065.83 ms [2021-05-12 07:45:04 main:574] : INFO : Epoch 1923 | loss: 0.031116 | val_loss: 0.0311501 | Time: 5009.54 ms [2021-05-12 07:45:09 main:574] : INFO : Epoch 1924 | loss: 0.0311138 | val_loss: 0.0311493 | Time: 5005.44 ms [2021-05-12 07:45:14 main:574] : INFO : Epoch 1925 | loss: 0.0311116 | val_loss: 0.0311455 | Time: 4926.96 ms [2021-05-12 07:45:19 main:574] : INFO : Epoch 1926 | loss: 0.0311119 | val_loss: 0.0311492 | Time: 4896.04 ms [2021-05-12 07:45:24 main:574] : INFO : Epoch 1927 | loss: 0.0311134 | val_loss: 0.031146 | Time: 4857.12 ms [2021-05-12 07:45:29 main:574] : INFO : Epoch 1928 | loss: 0.0311119 | val_loss: 0.0311493 | Time: 4819.15 ms [2021-05-12 07:45:34 main:574] : INFO : Epoch 1929 | loss: 0.031111 | val_loss: 0.0311506 | Time: 5087.13 ms [2021-05-12 07:45:39 main:574] : INFO : Epoch 1930 | loss: 0.0311115 | val_loss: 0.0311482 | Time: 4831.49 ms [2021-05-12 07:45:44 main:574] : INFO : Epoch 1931 | loss: 0.0311119 | val_loss: 0.0311525 | Time: 4924.01 ms [2021-05-12 07:45:49 main:574] : INFO : Epoch 1932 | loss: 0.0311111 | val_loss: 0.0311593 | Time: 4910.51 ms [2021-05-12 07:45:54 main:574] : INFO : Epoch 1933 | loss: 0.0311173 | val_loss: 0.0311573 | Time: 4795.63 ms [2021-05-12 07:45:58 main:574] : INFO : Epoch 1934 | loss: 0.0311138 | val_loss: 0.031147 | Time: 4848.62 ms [2021-05-12 07:46:03 main:574] : INFO : Epoch 1935 | loss: 0.0311116 | val_loss: 0.0311611 | Time: 4965.95 ms [2021-05-12 07:46:09 main:574] : INFO : Epoch 1936 | loss: 0.0311126 | val_loss: 0.0311468 | Time: 4932.2 ms [2021-05-12 07:46:14 main:574] : INFO : Epoch 1937 | loss: 0.0311383 | val_loss: 0.0311684 | Time: 4882.4 ms [2021-05-12 07:46:19 main:574] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0311608 | Time: 5012.89 ms [2021-05-12 07:46:24 main:574] : INFO : Epoch 1939 | loss: 0.0311543 | val_loss: 0.0311617 | Time: 5068.73 ms [2021-05-12 07:46:29 main:574] : INFO : Epoch 1940 | loss: 0.031149 | val_loss: 0.0311601 | Time: 4937.85 ms [2021-05-12 07:46:34 main:574] : INFO : Epoch 1941 | loss: 0.0311456 | val_loss: 0.0311595 | Time: 4649.45 ms [2021-05-12 07:46:39 main:574] : INFO : Epoch 1942 | loss: 0.0311425 | val_loss: 0.0311592 | Time: 5287.39 ms [2021-05-12 07:46:44 main:574] : INFO : Epoch 1943 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 5003.09 ms [2021-05-12 07:46:49 main:574] : INFO : Epoch 1944 | loss: 0.03114 | val_loss: 0.0311573 | Time: 4967.55 ms [2021-05-12 07:46:54 main:574] : INFO : Epoch 1945 | loss: 0.0311407 | val_loss: 0.0311607 | Time: 4812.43 ms [2021-05-12 07:46:59 main:574] : INFO : Epoch 1946 | loss: 0.0311379 | val_loss: 0.0311556 | Time: 4817.22 ms [2021-05-12 07:47:04 main:574] : INFO : Epoch 1947 | loss: 0.0311355 | val_loss: 0.031155 | Time: 4794.76 ms [2021-05-12 07:47:09 main:574] : INFO : Epoch 1948 | loss: 0.031135 | val_loss: 0.0311556 | Time: 4761.05 ms [2021-05-12 07:47:13 main:574] : INFO : Epoch 1949 | loss: 0.0311327 | val_loss: 0.0311558 | Time: 4806.52 ms [2021-05-12 07:47:18 main:574] : INFO : Epoch 1950 | loss: 0.0311317 | val_loss: 0.0311548 | Time: 4736.2 ms [2021-05-12 07:47:23 main:574] : INFO : Epoch 1951 | loss: 0.0311299 | val_loss: 0.0311543 | Time: 4805.66 ms [2021-05-12 07:47:28 main:574] : INFO : Epoch 1952 | loss: 0.0311297 | val_loss: 0.0311546 | Time: 4865.6 ms [2021-05-12 07:47:33 main:574] : INFO : Epoch 1953 | loss: 0.0311302 | val_loss: 0.0311534 | Time: 4860.17 ms [2021-05-12 07:47:38 main:574] : INFO : Epoch 1954 | loss: 0.0311278 | val_loss: 0.0311527 | Time: 4841.8 ms [2021-05-12 07:47:43 main:574] : INFO : Epoch 1955 | loss: 0.0311278 | val_loss: 0.0311621 | Time: 4835.74 ms [2021-05-12 07:47:48 main:574] : INFO : Epoch 1956 | loss: 0.0311282 | val_loss: 0.0311535 | Time: 4968.96 ms [2021-05-12 07:47:53 main:574] : INFO : Epoch 1957 | loss: 0.0311252 | val_loss: 0.0311577 | Time: 4920.62 ms [2021-05-12 07:47:57 main:574] : INFO : Epoch 1958 | loss: 0.0311234 | val_loss: 0.0311546 | Time: 4718.17 ms [2021-05-12 07:48:02 main:574] : INFO : Epoch 1959 | loss: 0.0311266 | val_loss: 0.0311594 | Time: 4734.49 ms [2021-05-12 07:48:07 main:574] : INFO : Epoch 1960 | loss: 0.0311218 | val_loss: 0.0311558 | Time: 4747.63 ms [2021-05-12 07:48:12 main:574] : INFO : Epoch 1961 | loss: 0.0311276 | val_loss: 0.0311565 | Time: 4858.23 ms [2021-05-12 07:48:17 main:574] : INFO : Epoch 1962 | loss: 0.0311316 | val_loss: 0.0311548 | Time: 4755.81 ms [2021-05-12 07:48:22 main:574] : INFO : Epoch 1963 | loss: 0.0311297 | val_loss: 0.0311553 | Time: 4753.16 ms [2021-05-12 07:48:27 main:574] : INFO : Epoch 1964 | loss: 0.0311309 | val_loss: 0.0311571 | Time: 4946.26 ms [2021-05-12 07:48:32 main:574] : INFO : Epoch 1965 | loss: 0.0311281 | val_loss: 0.0311564 | Time: 4783.47 ms [2021-05-12 07:48:37 main:574] : INFO : Epoch 1966 | loss: 0.0311256 | val_loss: 0.0311548 | Time: 4765.49 ms [2021-05-12 07:48:42 main:574] : INFO : Epoch 1967 | loss: 0.0311252 | val_loss: 0.0311528 | Time: 4771.86 ms [2021-05-12 07:48:46 main:574] : INFO : Epoch 1968 | loss: 0.0311245 | val_loss: 0.0311569 | Time: 4868.69 ms [2021-05-12 07:48:51 main:574] : INFO : Epoch 1969 | loss: 0.0311264 | val_loss: 0.0311556 | Time: 4734.31 ms [2021-05-12 07:48:57 main:574] : INFO : Epoch 1970 | loss: 0.0311262 | val_loss: 0.0311558 | Time: 5154.24 ms [2021-05-12 07:49:01 main:574] : INFO : Epoch 1971 | loss: 0.0311243 | val_loss: 0.0311547 | Time: 4881.86 ms [2021-05-12 07:49:06 main:574] : INFO : Epoch 1972 | loss: 0.0311228 | val_loss: 0.0311574 | Time: 4866.07 ms [2021-05-12 07:49:11 main:574] : INFO : Epoch 1973 | loss: 0.0311193 | val_loss: 0.0311534 | Time: 4807.21 ms [2021-05-12 07:49:16 main:574] : INFO : Epoch 1974 | loss: 0.0311219 | val_loss: 0.0311503 | Time: 4751.18 ms [2021-05-12 07:49:21 main:574] : INFO : Epoch 1975 | loss: 0.0311206 | val_loss: 0.0311539 | Time: 4755.59 ms [2021-05-12 07:49:26 main:574] : INFO : Epoch 1976 | loss: 0.0311167 | val_loss: 0.0311535 | Time: 4882.63 ms [2021-05-12 07:49:31 main:574] : INFO : Epoch 1977 | loss: 0.0311153 | val_loss: 0.0311516 | Time: 4836.09 ms [2021-05-12 07:49:36 main:574] : INFO : Epoch 1978 | loss: 0.0311142 | val_loss: 0.0311483 | Time: 4738.6 ms [2021-05-12 07:49:41 main:574] : INFO : Epoch 1979 | loss: 0.031115 | val_loss: 0.0311498 | Time: 4855.43 ms [2021-05-12 07:49:45 main:574] : INFO : Epoch 1980 | loss: 0.0311124 | val_loss: 0.0311513 | Time: 4808.93 ms [2021-05-12 07:49:50 main:574] : INFO : Epoch 1981 | loss: 0.0311125 | val_loss: 0.0311477 | Time: 4898.98 ms [2021-05-12 07:49:55 main:574] : INFO : Epoch 1982 | loss: 0.0311136 | val_loss: 0.0311558 | Time: 4784.04 ms [2021-05-12 07:50:00 main:574] : INFO : Epoch 1983 | loss: 0.0311114 | val_loss: 0.0311529 | Time: 4721.4 ms [2021-05-12 07:50:05 main:574] : INFO : Epoch 1984 | loss: 0.0311113 | val_loss: 0.0311511 | Time: 4771.05 ms [2021-05-12 07:50:10 main:574] : INFO : Epoch 1985 | loss: 0.0311118 | val_loss: 0.0311502 | Time: 4858.21 ms [2021-05-12 07:50:15 main:574] : INFO : Epoch 1986 | loss: 0.0311152 | val_loss: 0.0311492 | Time: 4755.6 ms [2021-05-12 07:50:19 main:574] : INFO : Epoch 1987 | loss: 0.0311113 | val_loss: 0.0311504 | Time: 4825.4 ms [2021-05-12 07:50:24 main:574] : INFO : Epoch 1988 | loss: 0.0311089 | val_loss: 0.0311523 | Time: 4871.65 ms [2021-05-12 07:50:29 main:574] : INFO : Epoch 1989 | loss: 0.031108 | val_loss: 0.0311506 | Time: 4862.25 ms [2021-05-12 07:50:34 main:574] : INFO : Epoch 1990 | loss: 0.0311123 | val_loss: 0.0311507 | Time: 4971.44 ms [2021-05-12 07:50:39 main:574] : INFO : Epoch 1991 | loss: 0.0311103 | val_loss: 0.0311538 | Time: 4983.42 ms [2021-05-12 07:50:44 main:574] : INFO : Epoch 1992 | loss: 0.0311081 | val_loss: 0.0311512 | Time: 4967.32 ms [2021-05-12 07:50:49 main:574] : INFO : Epoch 1993 | loss: 0.031106 | val_loss: 0.0311542 | Time: 4927.42 ms [2021-05-12 07:50:54 main:574] : INFO : Epoch 1994 | loss: 0.0311055 | val_loss: 0.0311516 | Time: 4896.93 ms [2021-05-12 07:50:59 main:574] : INFO : Epoch 1995 | loss: 0.0311066 | val_loss: 0.0311534 | Time: 4853.57 ms [2021-05-12 07:51:04 main:574] : INFO : Epoch 1996 | loss: 0.0311076 | val_loss: 0.031153 | Time: 4868.9 ms [2021-05-12 07:51:09 main:574] : INFO : Epoch 1997 | loss: 0.031109 | val_loss: 0.0311517 | Time: 4753.62 ms [2021-05-12 07:51:14 main:574] : INFO : Epoch 1998 | loss: 0.0311127 | val_loss: 0.0311453 | Time: 4739.48 ms [2021-05-12 07:51:19 main:574] : INFO : Epoch 1999 | loss: 0.0311081 | val_loss: 0.0311504 | Time: 5039.96 ms [2021-05-12 07:51:24 main:574] : INFO : Epoch 2000 | loss: 0.0311068 | val_loss: 0.0311513 | Time: 4772.38 ms [2021-05-12 07:51:29 main:574] : INFO : Epoch 2001 | loss: 0.031105 | val_loss: 0.0311511 | Time: 4802.95 ms [2021-05-12 07:51:33 main:574] : INFO : Epoch 2002 | loss: 0.0311064 | val_loss: 0.0311454 | Time: 4735.61 ms [2021-05-12 07:51:38 main:574] : INFO : Epoch 2003 | loss: 0.0311069 | val_loss: 0.0311531 | Time: 4906.16 ms [2021-05-12 07:51:43 main:574] : INFO : Epoch 2004 | loss: 0.0311051 | val_loss: 0.0311498 | Time: 4738.23 ms [2021-05-12 07:51:48 main:574] : INFO : Epoch 2005 | loss: 0.0311069 | val_loss: 0.0311557 | Time: 4762.53 ms [2021-05-12 07:51:53 main:574] : INFO : Epoch 2006 | loss: 0.0311087 | val_loss: 0.0311579 | Time: 4773.49 ms [2021-05-12 07:51:58 main:574] : INFO : Epoch 2007 | loss: 0.0311066 | val_loss: 0.0311535 | Time: 4871.15 ms [2021-05-12 07:52:03 main:574] : INFO : Epoch 2008 | loss: 0.0311032 | val_loss: 0.0311501 | Time: 5022.42 ms [2021-05-12 07:52:08 main:574] : INFO : Epoch 2009 | loss: 0.0311015 | val_loss: 0.0311489 | Time: 4832.98 ms [2021-05-12 07:52:13 main:574] : INFO : Epoch 2010 | loss: 0.0311017 | val_loss: 0.0311493 | Time: 4964.19 ms [2021-05-12 07:52:18 main:574] : INFO : Epoch 2011 | loss: 0.0311014 | val_loss: 0.0311579 | Time: 4818.78 ms [2021-05-12 07:52:23 main:574] : INFO : Epoch 2012 | loss: 0.0311301 | val_loss: 0.0311573 | Time: 4701.4 ms [2021-05-12 07:52:28 main:574] : INFO : Epoch 2013 | loss: 0.0311319 | val_loss: 0.0311494 | Time: 4833.75 ms [2021-05-12 07:52:33 main:574] : INFO : Epoch 2014 | loss: 0.0311204 | val_loss: 0.0311459 | Time: 5006.12 ms [2021-05-12 07:52:38 main:574] : INFO : Epoch 2015 | loss: 0.0311132 | val_loss: 0.0311467 | Time: 4897.54 ms [2021-05-12 07:52:43 main:574] : INFO : Epoch 2016 | loss: 0.0311089 | val_loss: 0.0311535 | Time: 4795.79 ms [2021-05-12 07:52:48 main:574] : INFO : Epoch 2017 | loss: 0.0311073 | val_loss: 0.0311512 | Time: 4892.81 ms [2021-05-12 07:52:53 main:574] : INFO : Epoch 2018 | loss: 0.0311044 | val_loss: 0.0311515 | Time: 4935.82 ms [2021-05-12 07:52:57 main:574] : INFO : Epoch 2019 | loss: 0.0311032 | val_loss: 0.0311521 | Time: 4720.69 ms [2021-05-12 07:53:02 main:574] : INFO : Epoch 2020 | loss: 0.0311004 | val_loss: 0.031156 | Time: 4881.94 ms [2021-05-12 07:53:07 main:574] : INFO : Epoch 2021 | loss: 0.0311025 | val_loss: 0.0311502 | Time: 5035.61 ms [2021-05-12 07:53:12 main:574] : INFO : Epoch 2022 | loss: 0.0311009 | val_loss: 0.0311608 | Time: 4864.8 ms [2021-05-12 07:53:17 main:574] : INFO : Epoch 2023 | loss: 0.0311082 | val_loss: 0.0311569 | Time: 4902.72 ms [2021-05-12 07:53:22 main:574] : INFO : Epoch 2024 | loss: 0.0311065 | val_loss: 0.0311455 | Time: 4731.43 ms [2021-05-12 07:53:27 main:574] : INFO : Epoch 2025 | loss: 0.031105 | val_loss: 0.0311562 | Time: 5049.64 ms [2021-05-12 07:53:32 main:574] : INFO : Epoch 2026 | loss: 0.0311037 | val_loss: 0.0311504 | Time: 4851.27 ms [2021-05-12 07:53:37 main:574] : INFO : Epoch 2027 | loss: 0.0311102 | val_loss: 0.0311505 | Time: 4985.93 ms [2021-05-12 07:53:42 main:574] : INFO : Epoch 2028 | loss: 0.0311273 | val_loss: 0.031151 | Time: 5216.19 ms [2021-05-12 07:53:47 main:574] : INFO : Epoch 2029 | loss: 0.0311219 | val_loss: 0.0311545 | Time: 4890.9 ms [2021-05-12 07:53:52 main:574] : INFO : Epoch 2030 | loss: 0.0311168 | val_loss: 0.0311507 | Time: 4936.14 ms [2021-05-12 07:53:57 main:574] : INFO : Epoch 2031 | loss: 0.0311142 | val_loss: 0.0311509 | Time: 4765.6 ms [2021-05-12 07:54:02 main:574] : INFO : Epoch 2032 | loss: 0.0311128 | val_loss: 0.0311482 | Time: 4948.5 ms [2021-05-12 07:54:07 main:574] : INFO : Epoch 2033 | loss: 0.0311073 | val_loss: 0.0311513 | Time: 4878.91 ms [2021-05-12 07:54:12 main:574] : INFO : Epoch 2034 | loss: 0.0311073 | val_loss: 0.0311526 | Time: 5046.58 ms [2021-05-12 07:54:17 main:574] : INFO : Epoch 2035 | loss: 0.0311057 | val_loss: 0.0311542 | Time: 5096.19 ms [2021-05-12 07:54:23 main:574] : INFO : Epoch 2036 | loss: 0.0311072 | val_loss: 0.0311549 | Time: 5161.29 ms [2021-05-12 07:54:27 main:574] : INFO : Epoch 2037 | loss: 0.0311068 | val_loss: 0.0311592 | Time: 4831.72 ms [2021-05-12 07:54:32 main:574] : INFO : Epoch 2038 | loss: 0.0311071 | val_loss: 0.031153 | Time: 4851 ms [2021-05-12 07:54:37 main:574] : INFO : Epoch 2039 | loss: 0.0311046 | val_loss: 0.0311527 | Time: 4861.68 ms [2021-05-12 07:54:42 main:574] : INFO : Epoch 2040 | loss: 0.0311042 | val_loss: 0.0311636 | Time: 4862.12 ms [2021-05-12 07:54:47 main:574] : INFO : Epoch 2041 | loss: 0.0311048 | val_loss: 0.0311606 | Time: 4864.68 ms [2021-05-12 07:54:52 main:574] : INFO : Epoch 2042 | loss: 0.0311024 | val_loss: 0.0311592 | Time: 4860.52 ms [2021-05-12 07:54:57 main:574] : INFO : Epoch 2043 | loss: 0.0310999 | val_loss: 0.0311584 | Time: 4963.14 ms [2021-05-12 07:55:02 main:574] : INFO : Epoch 2044 | loss: 0.0311043 | val_loss: 0.0311556 | Time: 5043.38 ms [2021-05-12 07:55:07 main:574] : INFO : Epoch 2045 | loss: 0.0311048 | val_loss: 0.0311533 | Time: 5045.14 ms [2021-05-12 07:55:12 main:574] : INFO : Epoch 2046 | loss: 0.0311038 | val_loss: 0.0311545 | Time: 4772.88 ms [2021-05-12 07:55:17 main:574] : INFO : Epoch 2047 | loss: 0.0311027 | val_loss: 0.0311604 | Time: 4896.62 ms [2021-05-12 07:55:22 main:574] : INFO : Epoch 2048 | loss: 0.0311013 | val_loss: 0.0311544 | Time: 4976.4 ms [2021-05-12 07:55:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311544 [2021-05-12 07:55:22 main:603] : INFO : Saving end state to config to file [2021-05-12 07:55:22 main:608] : INFO : Success, exiting.. 07:55:22 (6668): 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)