Task 12971511
| Name | ParityModified-1647048477-14486-0_0 |
| Workunit | 10103361 |
| Created | 12 Mar 2022, 1:27:58 UTC |
| Sent | 21 Mar 2022, 3:21:08 UTC |
| Report deadline | 29 Mar 2022, 3:21:08 UTC |
| Received | 21 Mar 2022, 9:35:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 17 sec |
| CPU time | 2 hours 55 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 21 09:49:45 main:574] : INFO : Epoch 1542 | loss: 0.0311445 | val_loss: 0.0311774 | Time: 5334.54 ms [2022-03-21 09:49:50 main:574] : INFO : Epoch 1543 | loss: 0.0311448 | val_loss: 0.0311773 | Time: 5318.78 ms [2022-03-21 09:49:56 main:574] : INFO : Epoch 1544 | loss: 0.0311451 | val_loss: 0.0311875 | Time: 5328.76 ms [2022-03-21 09:50:01 main:574] : INFO : Epoch 1545 | loss: 0.0311508 | val_loss: 0.0311806 | Time: 5324.69 ms [2022-03-21 09:50:06 main:574] : INFO : Epoch 1546 | loss: 0.031148 | val_loss: 0.0311912 | Time: 5319.58 ms [2022-03-21 09:50:12 main:574] : INFO : Epoch 1547 | loss: 0.0311449 | val_loss: 0.0311819 | Time: 5324.32 ms [2022-03-21 09:50:17 main:574] : INFO : Epoch 1548 | loss: 0.0311406 | val_loss: 0.0311782 | Time: 5331.08 ms [2022-03-21 09:50:22 main:574] : INFO : Epoch 1549 | loss: 0.0311439 | val_loss: 0.0311748 | Time: 5334.7 ms [2022-03-21 09:50:28 main:574] : INFO : Epoch 1550 | loss: 0.0311439 | val_loss: 0.0311851 | Time: 5321.35 ms [2022-03-21 09:50:33 main:574] : INFO : Epoch 1551 | loss: 0.0311439 | val_loss: 0.0311774 | Time: 5325.73 ms [2022-03-21 09:50:38 main:574] : INFO : Epoch 1552 | loss: 0.0311419 | val_loss: 0.0311772 | Time: 5336.85 ms [2022-03-21 09:50:44 main:574] : INFO : Epoch 1553 | loss: 0.0311442 | val_loss: 0.0311781 | Time: 5324.97 ms [2022-03-21 09:50:49 main:574] : INFO : Epoch 1554 | loss: 0.0311451 | val_loss: 0.031182 | Time: 5318.27 ms [2022-03-21 09:50:54 main:574] : INFO : Epoch 1555 | loss: 0.0311409 | val_loss: 0.0311789 | Time: 5331.12 ms [2022-03-21 09:51:00 main:574] : INFO : Epoch 1556 | loss: 0.031141 | val_loss: 0.0311798 | Time: 5329.02 ms [2022-03-21 09:51:05 main:574] : INFO : Epoch 1557 | loss: 0.0311394 | val_loss: 0.0311808 | Time: 5328.63 ms [2022-03-21 09:51:10 main:574] : INFO : Epoch 1558 | loss: 0.0311413 | val_loss: 0.0311814 | Time: 5320.07 ms [2022-03-21 09:51:16 main:574] : INFO : Epoch 1559 | loss: 0.0311414 | val_loss: 0.0311834 | Time: 5316.99 ms [2022-03-21 09:51:21 main:574] : INFO : Epoch 1560 | loss: 0.031142 | val_loss: 0.031183 | Time: 5331.89 ms [2022-03-21 09:51:26 main:574] : INFO : Epoch 1561 | loss: 0.0311431 | val_loss: 0.0311781 | Time: 5319.41 ms [2022-03-21 09:51:32 main:574] : INFO : Epoch 1562 | loss: 0.0311452 | val_loss: 0.0311888 | Time: 5333.14 ms [2022-03-21 09:51:37 main:574] : INFO : Epoch 1563 | loss: 0.0311416 | val_loss: 0.0311793 | Time: 5330.36 ms [2022-03-21 09:51:42 main:574] : INFO : Epoch 1564 | loss: 0.0311402 | val_loss: 0.0311819 | Time: 5325.1 ms [2022-03-21 09:51:48 main:574] : INFO : Epoch 1565 | loss: 0.0311438 | val_loss: 0.0311795 | Time: 5328.02 ms [2022-03-21 09:51:53 main:574] : INFO : Epoch 1566 | loss: 0.0460158 | val_loss: 0.0452145 | Time: 5324.11 ms [2022-03-21 09:51:58 main:574] : INFO : Epoch 1567 | loss: 0.0357116 | val_loss: 0.0313403 | Time: 5319.52 ms [2022-03-21 09:52:04 main:574] : INFO : Epoch 1568 | loss: 0.0317431 | val_loss: 0.0313909 | Time: 5330.74 ms [2022-03-21 09:52:09 main:574] : INFO : Epoch 1569 | loss: 0.031354 | val_loss: 0.0312972 | Time: 5333.59 ms [2022-03-21 09:52:14 main:574] : INFO : Epoch 1570 | loss: 0.0312762 | val_loss: 0.0312615 | Time: 5316 ms [2022-03-21 09:52:20 main:574] : INFO : Epoch 1571 | loss: 0.031259 | val_loss: 0.0312579 | Time: 5320.82 ms [2022-03-21 09:52:25 main:574] : INFO : Epoch 1572 | loss: 0.0312554 | val_loss: 0.0312548 | Time: 5322.15 ms [2022-03-21 09:52:30 main:574] : INFO : Epoch 1573 | loss: 0.0312537 | val_loss: 0.0312538 | Time: 5325.35 ms [2022-03-21 09:52:36 main:574] : INFO : Epoch 1574 | loss: 0.0312529 | val_loss: 0.031253 | Time: 5324.1 ms [2022-03-21 09:52:41 main:574] : INFO : Epoch 1575 | loss: 0.0312522 | val_loss: 0.0312525 | Time: 5316.56 ms [2022-03-21 09:52:46 main:574] : INFO : Epoch 1576 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 5336.06 ms [2022-03-21 09:52:52 main:574] : INFO : Epoch 1577 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 5321.33 ms [2022-03-21 09:52:57 main:574] : INFO : Epoch 1578 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 5325.85 ms [2022-03-21 09:53:02 main:574] : INFO : Epoch 1579 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 5328.82 ms [2022-03-21 09:53:08 main:574] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5322.13 ms [2022-03-21 09:53:13 main:574] : INFO : Epoch 1581 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 5320.32 ms [2022-03-21 09:53:18 main:574] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.0312488 | Time: 5317.74 ms [2022-03-21 09:53:24 main:574] : INFO : Epoch 1583 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 5336.08 ms [2022-03-21 09:53:29 main:574] : INFO : Epoch 1584 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 5326.64 ms [2022-03-21 09:53:34 main:574] : INFO : Epoch 1585 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 5322.85 ms [2022-03-21 09:53:40 main:574] : INFO : Epoch 1586 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 5319.25 ms [2022-03-21 09:53:45 main:574] : INFO : Epoch 1587 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 5321.78 ms [2022-03-21 09:53:50 main:574] : INFO : Epoch 1588 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 5342.53 ms [2022-03-21 09:53:56 main:574] : INFO : Epoch 1589 | loss: 0.0312442 | val_loss: 0.0312438 | Time: 5325.05 ms [2022-03-21 09:54:01 main:574] : INFO : Epoch 1590 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 5325.55 ms [2022-03-21 09:54:06 main:574] : INFO : Epoch 1591 | loss: 0.0312414 | val_loss: 0.031241 | Time: 5327.63 ms [2022-03-21 09:54:12 main:574] : INFO : Epoch 1592 | loss: 0.0312403 | val_loss: 0.03124 | Time: 5326.57 ms [2022-03-21 09:54:17 main:574] : INFO : Epoch 1593 | loss: 0.0312402 | val_loss: 0.0312392 | Time: 5317.6 ms [2022-03-21 09:54:22 main:574] : INFO : Epoch 1594 | loss: 0.0312386 | val_loss: 0.0312379 | Time: 5321.44 ms [2022-03-21 09:54:28 main:574] : INFO : Epoch 1595 | loss: 0.0312372 | val_loss: 0.0312375 | Time: 5329.53 ms [2022-03-21 09:54:33 main:574] : INFO : Epoch 1596 | loss: 0.031237 | val_loss: 0.0312385 | Time: 5322.17 ms [2022-03-21 09:54:38 main:574] : INFO : Epoch 1597 | loss: 0.0312361 | val_loss: 0.031235 | Time: 5331.51 ms [2022-03-21 09:54:44 main:574] : INFO : Epoch 1598 | loss: 0.0312349 | val_loss: 0.0312344 | Time: 5324.74 ms [2022-03-21 09:54:49 main:574] : INFO : Epoch 1599 | loss: 0.031234 | val_loss: 0.0312323 | Time: 5321.9 ms [2022-03-21 09:54:54 main:574] : INFO : Epoch 1600 | loss: 0.0312323 | val_loss: 0.0312325 | Time: 5324.94 ms [2022-03-21 09:54:59 main:574] : INFO : Epoch 1601 | loss: 0.0312322 | val_loss: 0.0312299 | Time: 5329.21 ms [2022-03-21 09:55:05 main:574] : INFO : Epoch 1602 | loss: 0.031229 | val_loss: 0.0312285 | Time: 5325.69 ms [2022-03-21 09:55:10 main:574] : INFO : Epoch 1603 | loss: 0.0312296 | val_loss: 0.0312287 | Time: 5320 ms [2022-03-21 09:55:15 main:574] : INFO : Epoch 1604 | loss: 0.0312279 | val_loss: 0.031225 | Time: 5335.46 ms [2022-03-21 09:55:21 main:574] : INFO : Epoch 1605 | loss: 0.0312254 | val_loss: 0.0312263 | Time: 5324.91 ms [2022-03-21 09:55:26 main:574] : INFO : Epoch 1606 | loss: 0.0312243 | val_loss: 0.0312215 | Time: 5324.41 ms [2022-03-21 09:55:31 main:574] : INFO : Epoch 1607 | loss: 0.0312224 | val_loss: 0.031221 | Time: 5324.53 ms [2022-03-21 09:55:37 main:574] : INFO : Epoch 1608 | loss: 0.031227 | val_loss: 0.0312268 | Time: 5327.25 ms [2022-03-21 09:55:42 main:574] : INFO : Epoch 1609 | loss: 0.031225 | val_loss: 0.031223 | Time: 5322.32 ms [2022-03-21 09:55:47 main:574] : INFO : Epoch 1610 | loss: 0.0312244 | val_loss: 0.0312338 | Time: 5325.35 ms [2022-03-21 09:55:53 main:574] : INFO : Epoch 1611 | loss: 0.0312217 | val_loss: 0.0312193 | Time: 5329.35 ms [2022-03-21 09:55:58 main:574] : INFO : Epoch 1612 | loss: 0.0312201 | val_loss: 0.0312134 | Time: 5352.19 ms [2022-03-21 09:56:03 main:574] : INFO : Epoch 1613 | loss: 0.0312136 | val_loss: 0.0312116 | Time: 5327.53 ms [2022-03-21 09:56:09 main:574] : INFO : Epoch 1614 | loss: 0.0312116 | val_loss: 0.0312102 | Time: 5325.41 ms [2022-03-21 09:56:14 main:574] : INFO : Epoch 1615 | loss: 0.0312116 | val_loss: 0.0312093 | Time: 5323.2 ms [2022-03-21 09:56:20 main:574] : INFO : Epoch 1616 | loss: 0.0312104 | val_loss: 0.0312112 | Time: 5360.2 ms [2022-03-21 09:56:25 main:574] : INFO : Epoch 1617 | loss: 0.0312104 | val_loss: 0.031211 | Time: 5318.18 ms [2022-03-21 09:56:30 main:574] : INFO : Epoch 1618 | loss: 0.0312105 | val_loss: 0.0312071 | Time: 5332.57 ms [2022-03-21 09:56:36 main:574] : INFO : Epoch 1619 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 5329.37 ms [2022-03-21 09:56:41 main:574] : INFO : Epoch 1620 | loss: 0.0312093 | val_loss: 0.0312076 | Time: 5332.85 ms [2022-03-21 09:56:46 main:574] : INFO : Epoch 1621 | loss: 0.0312089 | val_loss: 0.0312148 | Time: 5321.25 ms [2022-03-21 09:56:52 main:574] : INFO : Epoch 1622 | loss: 0.0312096 | val_loss: 0.0312088 | Time: 5323.51 ms [2022-03-21 09:56:57 main:574] : INFO : Epoch 1623 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 5319.08 ms [2022-03-21 09:57:02 main:574] : INFO : Epoch 1624 | loss: 0.031206 | val_loss: 0.031204 | Time: 5322.27 ms [2022-03-21 09:57:07 main:574] : INFO : Epoch 1625 | loss: 0.0312042 | val_loss: 0.0312083 | Time: 5325.23 ms [2022-03-21 09:57:13 main:574] : INFO : Epoch 1626 | loss: 0.0312043 | val_loss: 0.0312037 | Time: 5330.62 ms [2022-03-21 09:57:18 main:574] : INFO : Epoch 1627 | loss: 0.0312045 | val_loss: 0.0312036 | Time: 5324.9 ms [2022-03-21 09:57:23 main:574] : INFO : Epoch 1628 | loss: 0.0312036 | val_loss: 0.031203 | Time: 5321.88 ms [2022-03-21 09:57:29 main:574] : INFO : Epoch 1629 | loss: 0.031204 | val_loss: 0.0312033 | Time: 5328.39 ms [2022-03-21 09:57:34 main:574] : INFO : Epoch 1630 | loss: 0.0312087 | val_loss: 0.0312033 | Time: 5323.64 ms [2022-03-21 09:57:39 main:574] : INFO : Epoch 1631 | loss: 0.0312114 | val_loss: 0.0312094 | Time: 5321 ms [2022-03-21 09:57:45 main:574] : INFO : Epoch 1632 | loss: 0.0312066 | val_loss: 0.0312102 | Time: 5325.35 ms [2022-03-21 09:57:50 main:574] : INFO : Epoch 1633 | loss: 0.0312057 | val_loss: 0.031205 | Time: 5327.87 ms [2022-03-21 09:57:55 main:574] : INFO : Epoch 1634 | loss: 0.0312039 | val_loss: 0.0312014 | Time: 5318.31 ms [2022-03-21 09:58:01 main:574] : INFO : Epoch 1635 | loss: 0.031202 | val_loss: 0.0312008 | Time: 5329.51 ms [2022-03-21 09:58:06 main:574] : INFO : Epoch 1636 | loss: 0.0312049 | val_loss: 0.0312087 | Time: 5322.64 ms [2022-03-21 09:58:11 main:574] : INFO : Epoch 1637 | loss: 0.0312048 | val_loss: 0.0312008 | Time: 5328.07 ms [2022-03-21 09:58:17 main:574] : INFO : Epoch 1638 | loss: 0.0312021 | val_loss: 0.0312015 | Time: 5324.1 ms [2022-03-21 09:58:22 main:574] : INFO : Epoch 1639 | loss: 0.0312038 | val_loss: 0.0312018 | Time: 5328.8 ms [2022-03-21 09:58:27 main:574] : INFO : Epoch 1640 | loss: 0.0312 | val_loss: 0.0312004 | Time: 5328.21 ms [2022-03-21 09:58:33 main:574] : INFO : Epoch 1641 | loss: 0.0312018 | val_loss: 0.0312008 | Time: 5325.74 ms [2022-03-21 09:58:38 main:574] : INFO : Epoch 1642 | loss: 0.0312024 | val_loss: 0.0312004 | Time: 5323.81 ms [2022-03-21 09:58:43 main:574] : INFO : Epoch 1643 | loss: 0.0312002 | val_loss: 0.0312016 | Time: 5324.13 ms [2022-03-21 09:58:49 main:574] : INFO : Epoch 1644 | loss: 0.0312013 | val_loss: 0.031205 | Time: 5320.2 ms [2022-03-21 09:58:54 main:574] : INFO : Epoch 1645 | loss: 0.0312024 | val_loss: 0.0312017 | Time: 5327.42 ms [2022-03-21 09:58:59 main:574] : INFO : Epoch 1646 | loss: 0.0312005 | val_loss: 0.0312014 | Time: 5325.57 ms [2022-03-21 09:59:05 main:574] : INFO : Epoch 1647 | loss: 0.0312002 | val_loss: 0.0312033 | Time: 5326.12 ms [2022-03-21 09:59:10 main:574] : INFO : Epoch 1648 | loss: 0.0312009 | val_loss: 0.0312022 | Time: 5322.23 ms [2022-03-21 09:59:15 main:574] : INFO : Epoch 1649 | loss: 0.0312 | val_loss: 0.031198 | Time: 5320.07 ms [2022-03-21 09:59:21 main:574] : INFO : Epoch 1650 | loss: 0.0311978 | val_loss: 0.0311995 | Time: 5324.78 ms [2022-03-21 09:59:26 main:574] : INFO : Epoch 1651 | loss: 0.0312021 | val_loss: 0.0312002 | Time: 5321.54 ms [2022-03-21 09:59:31 main:574] : INFO : Epoch 1652 | loss: 0.0311983 | val_loss: 0.0311975 | Time: 5328.25 ms [2022-03-21 09:59:37 main:574] : INFO : Epoch 1653 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 5325.06 ms [2022-03-21 09:59:42 main:574] : INFO : Epoch 1654 | loss: 0.0312032 | val_loss: 0.0312001 | Time: 5332.1 ms [2022-03-21 09:59:47 main:574] : INFO : Epoch 1655 | loss: 0.0312005 | val_loss: 0.0311974 | Time: 5323.08 ms [2022-03-21 09:59:53 main:574] : INFO : Epoch 1656 | loss: 0.0311994 | val_loss: 0.031198 | Time: 5324.84 ms [2022-03-21 09:59:58 main:574] : INFO : Epoch 1657 | loss: 0.0312021 | val_loss: 0.0312002 | Time: 5325.92 ms [2022-03-21 10:00:03 main:574] : INFO : Epoch 1658 | loss: 0.0311994 | val_loss: 0.031196 | Time: 5323.92 ms [2022-03-21 10:00:09 main:574] : INFO : Epoch 1659 | loss: 0.0311991 | val_loss: 0.031196 | Time: 5327.99 ms [2022-03-21 10:00:14 main:574] : INFO : Epoch 1660 | loss: 0.0311955 | val_loss: 0.0311951 | Time: 5329.93 ms [2022-03-21 10:00:19 main:574] : INFO : Epoch 1661 | loss: 0.031195 | val_loss: 0.0311976 | Time: 5324.22 ms [2022-03-21 10:00:25 main:574] : INFO : Epoch 1662 | loss: 0.0311941 | val_loss: 0.0311945 | Time: 5325.34 ms [2022-03-21 10:00:30 main:574] : INFO : Epoch 1663 | loss: 0.0312006 | val_loss: 0.0311942 | Time: 5322.78 ms [2022-03-21 10:00:35 main:574] : INFO : Epoch 1664 | loss: 0.0312006 | val_loss: 0.0312002 | Time: 5316.63 ms [2022-03-21 10:00:41 main:574] : INFO : Epoch 1665 | loss: 0.0311955 | val_loss: 0.0311934 | Time: 5326.49 ms [2022-03-21 10:00:46 main:574] : INFO : Epoch 1666 | loss: 0.031193 | val_loss: 0.0311928 | Time: 5329.84 ms [2022-03-21 10:00:51 main:574] : INFO : Epoch 1667 | loss: 0.0311952 | val_loss: 0.0311992 | Time: 5324.86 ms [2022-03-21 10:00:57 main:574] : INFO : Epoch 1668 | loss: 0.031194 | val_loss: 0.0311917 | Time: 5320.79 ms [2022-03-21 10:01:02 main:574] : INFO : Epoch 1669 | loss: 0.0311917 | val_loss: 0.0311921 | Time: 5325.86 ms [2022-03-21 10:01:07 main:574] : INFO : Epoch 1670 | loss: 0.0311918 | val_loss: 0.0311977 | Time: 5319.05 ms [2022-03-21 10:01:13 main:574] : INFO : Epoch 1671 | loss: 0.0311903 | val_loss: 0.0311914 | Time: 5324.37 ms [2022-03-21 10:01:18 main:574] : INFO : Epoch 1672 | loss: 0.031191 | val_loss: 0.0311911 | Time: 5319.41 ms [2022-03-21 10:01:23 main:574] : INFO : Epoch 1673 | loss: 0.0311899 | val_loss: 0.0311904 | Time: 5337.38 ms [2022-03-21 10:01:29 main:574] : INFO : Epoch 1674 | loss: 0.0311932 | val_loss: 0.0311917 | Time: 5334 ms [2022-03-21 10:01:34 main:574] : INFO : Epoch 1675 | loss: 0.0311908 | val_loss: 0.0311891 | Time: 5324.12 ms [2022-03-21 10:01:39 main:574] : INFO : Epoch 1676 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 5320.85 ms [2022-03-21 10:01:45 main:574] : INFO : Epoch 1677 | loss: 0.0311895 | val_loss: 0.0311891 | Time: 5327.37 ms [2022-03-21 10:01:50 main:574] : INFO : Epoch 1678 | loss: 0.0311884 | val_loss: 0.0311905 | Time: 5322.74 ms [2022-03-21 10:01:55 main:574] : INFO : Epoch 1679 | loss: 0.0311906 | val_loss: 0.0311922 | Time: 5321.46 ms [2022-03-21 10:02:01 main:574] : INFO : Epoch 1680 | loss: 0.0311893 | val_loss: 0.0311986 | Time: 5322.01 ms [2022-03-21 10:02:06 main:574] : INFO : Epoch 1681 | loss: 0.0311932 | val_loss: 0.0312017 | Time: 5325.28 ms [2022-03-21 10:02:11 main:574] : INFO : Epoch 1682 | loss: 0.0311917 | val_loss: 0.0311914 | Time: 5319.66 ms [2022-03-21 10:02:17 main:574] : INFO : Epoch 1683 | loss: 0.0311866 | val_loss: 0.0311889 | Time: 5337.13 ms [2022-03-21 10:02:22 main:574] : INFO : Epoch 1684 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 5319.95 ms [2022-03-21 10:02:27 main:574] : INFO : Epoch 1685 | loss: 0.0311872 | val_loss: 0.0311941 | Time: 5326.3 ms [2022-03-21 10:02:33 main:574] : INFO : Epoch 1686 | loss: 0.0311924 | val_loss: 0.031189 | Time: 5322.31 ms [2022-03-21 10:02:38 main:574] : INFO : Epoch 1687 | loss: 0.0311871 | val_loss: 0.0311871 | Time: 5327.12 ms [2022-03-21 10:02:43 main:574] : INFO : Epoch 1688 | loss: 0.03119 | val_loss: 0.0311903 | Time: 5323.23 ms [2022-03-21 10:02:49 main:574] : INFO : Epoch 1689 | loss: 0.0311905 | val_loss: 0.0311867 | Time: 5324.13 ms [2022-03-21 10:02:54 main:574] : INFO : Epoch 1690 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 5331.06 ms [2022-03-21 10:02:59 main:574] : INFO : Epoch 1691 | loss: 0.0311892 | val_loss: 0.0311867 | Time: 5328.57 ms [2022-03-21 10:03:05 main:574] : INFO : Epoch 1692 | loss: 0.0311848 | val_loss: 0.0311887 | Time: 5325.5 ms [2022-03-21 10:03:10 main:574] : INFO : Epoch 1693 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 5324.89 ms [2022-03-21 10:03:15 main:574] : INFO : Epoch 1694 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 5326.15 ms [2022-03-21 10:03:21 main:574] : INFO : Epoch 1695 | loss: 0.0311857 | val_loss: 0.031186 | Time: 5324.22 ms [2022-03-21 10:03:26 main:574] : INFO : Epoch 1696 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 5325.83 ms [2022-03-21 10:03:31 main:574] : INFO : Epoch 1697 | loss: 0.0311851 | val_loss: 0.0311862 | Time: 5327.3 ms [2022-03-21 10:03:37 main:574] : INFO : Epoch 1698 | loss: 0.0311833 | val_loss: 0.0311855 | Time: 5325.16 ms [2022-03-21 10:03:42 main:574] : INFO : Epoch 1699 | loss: 0.0311837 | val_loss: 0.0311875 | Time: 5322.45 ms [2022-03-21 10:03:47 main:574] : INFO : Epoch 1700 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 5323.1 ms [2022-03-21 10:03:53 main:574] : INFO : Epoch 1701 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 5328.1 ms [2022-03-21 10:03:58 main:574] : INFO : Epoch 1702 | loss: 0.0311857 | val_loss: 0.0311864 | Time: 5330.84 ms [2022-03-21 10:04:03 main:574] : INFO : Epoch 1703 | loss: 0.031184 | val_loss: 0.0311851 | Time: 5323.15 ms [2022-03-21 10:04:09 main:574] : INFO : Epoch 1704 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 5320.2 ms [2022-03-21 10:04:14 main:574] : INFO : Epoch 1705 | loss: 0.0311818 | val_loss: 0.031186 | Time: 5332.06 ms [2022-03-21 10:04:19 main:574] : INFO : Epoch 1706 | loss: 0.0311817 | val_loss: 0.0311921 | Time: 5331.26 ms [2022-03-21 10:04:25 main:574] : INFO : Epoch 1707 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 5328.23 ms [2022-03-21 10:04:30 main:574] : INFO : Epoch 1708 | loss: 0.0311846 | val_loss: 0.0311855 | Time: 5328.14 ms [2022-03-21 10:04:35 main:574] : INFO : Epoch 1709 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 5329.63 ms [2022-03-21 10:04:41 main:574] : INFO : Epoch 1710 | loss: 0.0311832 | val_loss: 0.0311904 | Time: 5325.37 ms [2022-03-21 10:04:46 main:574] : INFO : Epoch 1711 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 5322.07 ms [2022-03-21 10:04:51 main:574] : INFO : Epoch 1712 | loss: 0.0311816 | val_loss: 0.0311895 | Time: 5326.47 ms [2022-03-21 10:04:57 main:574] : INFO : Epoch 1713 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 5319.9 ms [2022-03-21 10:05:02 main:574] : INFO : Epoch 1714 | loss: 0.031183 | val_loss: 0.0311877 | Time: 5321.8 ms [2022-03-21 10:05:07 main:574] : INFO : Epoch 1715 | loss: 0.031183 | val_loss: 0.03119 | Time: 5320.73 ms [2022-03-21 10:05:13 main:574] : INFO : Epoch 1716 | loss: 0.0311842 | val_loss: 0.0311845 | Time: 5327.13 ms [2022-03-21 10:05:18 main:574] : INFO : Epoch 1717 | loss: 0.0311857 | val_loss: 0.0311925 | Time: 5323.17 ms [2022-03-21 10:05:23 main:574] : INFO : Epoch 1718 | loss: 0.0311914 | val_loss: 0.0311892 | Time: 5326.36 ms [2022-03-21 10:05:28 main:574] : INFO : Epoch 1719 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 5323.3 ms [2022-03-21 10:05:34 main:574] : INFO : Epoch 1720 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 5331.3 ms [2022-03-21 10:05:39 main:574] : INFO : Epoch 1721 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 5320.71 ms [2022-03-21 10:05:44 main:574] : INFO : Epoch 1722 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 5318.73 ms [2022-03-21 10:05:50 main:574] : INFO : Epoch 1723 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 5321.16 ms [2022-03-21 10:05:55 main:574] : INFO : Epoch 1724 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 5327.99 ms [2022-03-21 10:06:00 main:574] : INFO : Epoch 1725 | loss: 0.0311784 | val_loss: 0.0311851 | Time: 5325.46 ms [2022-03-21 10:06:06 main:574] : INFO : Epoch 1726 | loss: 0.0311838 | val_loss: 0.031184 | Time: 5321.16 ms [2022-03-21 10:06:11 main:574] : INFO : Epoch 1727 | loss: 0.0311788 | val_loss: 0.0311875 | Time: 5314.99 ms [2022-03-21 10:06:16 main:574] : INFO : Epoch 1728 | loss: 0.0311806 | val_loss: 0.0311864 | Time: 5327.04 ms [2022-03-21 10:06:22 main:574] : INFO : Epoch 1729 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 5321.35 ms [2022-03-21 10:06:27 main:574] : INFO : Epoch 1730 | loss: 0.0311785 | val_loss: 0.0311851 | Time: 5333.07 ms [2022-03-21 10:06:32 main:574] : INFO : Epoch 1731 | loss: 0.0311789 | val_loss: 0.0311843 | Time: 5323.59 ms [2022-03-21 10:06:38 main:574] : INFO : Epoch 1732 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 5320.44 ms [2022-03-21 10:06:43 main:574] : INFO : Epoch 1733 | loss: 0.031178 | val_loss: 0.0311838 | Time: 5324.06 ms [2022-03-21 10:06:48 main:574] : INFO : Epoch 1734 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 5325.51 ms [2022-03-21 10:06:54 main:574] : INFO : Epoch 1735 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 5327.11 ms [2022-03-21 10:06:59 main:574] : INFO : Epoch 1736 | loss: 0.0311788 | val_loss: 0.0311897 | Time: 5320.56 ms [2022-03-21 10:07:04 main:574] : INFO : Epoch 1737 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 5340.36 ms [2022-03-21 10:07:10 main:574] : INFO : Epoch 1738 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 5325.42 ms [2022-03-21 10:07:15 main:574] : INFO : Epoch 1739 | loss: 0.031181 | val_loss: 0.0311865 | Time: 5322.91 ms [2022-03-21 10:07:20 main:574] : INFO : Epoch 1740 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 5305.57 ms [2022-03-21 10:07:26 main:574] : INFO : Epoch 1741 | loss: 0.031178 | val_loss: 0.0311836 | Time: 5333.45 ms [2022-03-21 10:07:31 main:574] : INFO : Epoch 1742 | loss: 0.0311808 | val_loss: 0.031186 | Time: 5321.11 ms [2022-03-21 10:07:36 main:574] : INFO : Epoch 1743 | loss: 0.0311819 | val_loss: 0.0311875 | Time: 5319.26 ms [2022-03-21 10:07:42 main:574] : INFO : Epoch 1744 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 5322.56 ms [2022-03-21 10:07:47 main:574] : INFO : Epoch 1745 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 5327.14 ms [2022-03-21 10:07:52 main:574] : INFO : Epoch 1746 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 5319.76 ms [2022-03-21 10:07:58 main:574] : INFO : Epoch 1747 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 5325.36 ms [2022-03-21 10:08:03 main:574] : INFO : Epoch 1748 | loss: 0.0311851 | val_loss: 0.0312026 | Time: 5325.72 ms [2022-03-21 10:08:08 main:574] : INFO : Epoch 1749 | loss: 0.0311979 | val_loss: 0.0311937 | Time: 5326.73 ms [2022-03-21 10:08:14 main:574] : INFO : Epoch 1750 | loss: 0.0311922 | val_loss: 0.0311897 | Time: 5320 ms [2022-03-21 10:08:19 main:574] : INFO : Epoch 1751 | loss: 0.0311886 | val_loss: 0.0311945 | Time: 5332.22 ms [2022-03-21 10:08:24 main:574] : INFO : Epoch 1752 | loss: 0.0311883 | val_loss: 0.0311848 | Time: 5320.91 ms [2022-03-21 10:08:30 main:574] : INFO : Epoch 1753 | loss: 0.0311859 | val_loss: 0.0312052 | Time: 5322.12 ms [2022-03-21 10:08:35 main:574] : INFO : Epoch 1754 | loss: 0.0311903 | val_loss: 0.0311951 | Time: 5324.35 ms [2022-03-21 10:08:40 main:574] : INFO : Epoch 1755 | loss: 0.0311916 | val_loss: 0.0311826 | Time: 5326.98 ms [2022-03-21 10:08:46 main:574] : INFO : Epoch 1756 | loss: 0.0311838 | val_loss: 0.0311892 | Time: 5321.63 ms [2022-03-21 10:08:51 main:574] : INFO : Epoch 1757 | loss: 0.0311833 | val_loss: 0.031182 | Time: 5321.71 ms [2022-03-21 10:08:56 main:574] : INFO : Epoch 1758 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 5331.18 ms [2022-03-21 10:09:02 main:574] : INFO : Epoch 1759 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 5322.54 ms [2022-03-21 10:09:07 main:574] : INFO : Epoch 1760 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 5323.94 ms [2022-03-21 10:09:12 main:574] : INFO : Epoch 1761 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 5319.66 ms [2022-03-21 10:09:18 main:574] : INFO : Epoch 1762 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 5322.86 ms [2022-03-21 10:09:23 main:574] : INFO : Epoch 1763 | loss: 0.0311777 | val_loss: 0.031182 | Time: 5322.74 ms [2022-03-21 10:09:28 main:574] : INFO : Epoch 1764 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 5326.23 ms [2022-03-21 10:09:34 main:574] : INFO : Epoch 1765 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 5334.17 ms [2022-03-21 10:09:39 main:574] : INFO : Epoch 1766 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 5324.95 ms [2022-03-21 10:09:44 main:574] : INFO : Epoch 1767 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 5317.68 ms [2022-03-21 10:09:50 main:574] : INFO : Epoch 1768 | loss: 0.0311776 | val_loss: 0.0311834 | Time: 5314.1 ms [2022-03-21 10:09:55 main:574] : INFO : Epoch 1769 | loss: 0.031175 | val_loss: 0.0311798 | Time: 5314.9 ms [2022-03-21 10:10:00 main:574] : INFO : Epoch 1770 | loss: 0.0311774 | val_loss: 0.0311825 | Time: 5328.28 ms [2022-03-21 10:10:06 main:574] : INFO : Epoch 1771 | loss: 0.0311768 | val_loss: 0.0311826 | Time: 5324.34 ms [2022-03-21 10:10:11 main:574] : INFO : Epoch 1772 | loss: 0.0311775 | val_loss: 0.0311909 | Time: 5325.24 ms [2022-03-21 10:10:16 main:574] : INFO : Epoch 1773 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 5322.98 ms [2022-03-21 10:10:22 main:574] : INFO : Epoch 1774 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 5323.17 ms [2022-03-21 10:10:27 main:574] : INFO : Epoch 1775 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 5333.92 ms [2022-03-21 10:10:32 main:574] : INFO : Epoch 1776 | loss: 0.0311735 | val_loss: 0.03118 | Time: 5338.55 ms [2022-03-21 10:10:38 main:574] : INFO : Epoch 1777 | loss: 0.0311756 | val_loss: 0.0311859 | Time: 5319.84 ms [2022-03-21 10:10:43 main:574] : INFO : Epoch 1778 | loss: 0.0311795 | val_loss: 0.0312049 | Time: 5318.6 ms [2022-03-21 10:10:48 main:574] : INFO : Epoch 1779 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 5337.42 ms [2022-03-21 10:10:54 main:574] : INFO : Epoch 1780 | loss: 0.031175 | val_loss: 0.0311836 | Time: 5323.92 ms [2022-03-21 10:10:59 main:574] : INFO : Epoch 1781 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 5333.39 ms [2022-03-21 10:11:04 main:574] : INFO : Epoch 1782 | loss: 0.031184 | val_loss: 0.0311912 | Time: 5319.18 ms [2022-03-21 10:11:10 main:574] : INFO : Epoch 1783 | loss: 0.0312198 | val_loss: 0.0312981 | Time: 5323.44 ms [2022-03-21 10:11:15 main:574] : INFO : Epoch 1784 | loss: 0.0313671 | val_loss: 0.0312876 | Time: 5319.86 ms [2022-03-21 10:11:20 main:574] : INFO : Epoch 1785 | loss: 0.0312719 | val_loss: 0.031259 | Time: 5325.77 ms [2022-03-21 10:11:26 main:574] : INFO : Epoch 1786 | loss: 0.0312545 | val_loss: 0.0312572 | Time: 5329.54 ms [2022-03-21 10:11:31 main:574] : INFO : Epoch 1787 | loss: 0.0312537 | val_loss: 0.0312518 | Time: 5327.97 ms [2022-03-21 10:11:36 main:574] : INFO : Epoch 1788 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 5321.22 ms [2022-03-21 10:11:42 main:574] : INFO : Epoch 1789 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 5325.35 ms [2022-03-21 10:11:47 main:574] : INFO : Epoch 1790 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 5320.35 ms [2022-03-21 10:11:52 main:574] : INFO : Epoch 1791 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 5331.2 ms [2022-03-21 10:11:57 main:574] : INFO : Epoch 1792 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 5321.92 ms [2022-03-21 10:12:03 main:574] : INFO : Epoch 1793 | loss: 0.031251 | val_loss: 0.0312512 | Time: 5321.98 ms [2022-03-21 10:12:08 main:574] : INFO : Epoch 1794 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5335.34 ms [2022-03-21 10:12:13 main:574] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.031252 | Time: 5334.67 ms [2022-03-21 10:12:19 main:574] : INFO : Epoch 1796 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 5322.27 ms [2022-03-21 10:12:24 main:574] : INFO : Epoch 1797 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5322.62 ms [2022-03-21 10:12:29 main:574] : INFO : Epoch 1798 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 5321.77 ms [2022-03-21 10:12:35 main:574] : INFO : Epoch 1799 | loss: 0.031251 | val_loss: 0.0312521 | Time: 5329.59 ms [2022-03-21 10:12:40 main:574] : INFO : Epoch 1800 | loss: 0.031252 | val_loss: 0.0312561 | Time: 5337.97 ms [2022-03-21 10:12:45 main:574] : INFO : Epoch 1801 | loss: 0.0312531 | val_loss: 0.031255 | Time: 5320.76 ms [2022-03-21 10:12:51 main:574] : INFO : Epoch 1802 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 5321.87 ms [2022-03-21 10:12:56 main:574] : INFO : Epoch 1803 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5341.09 ms [2022-03-21 10:13:01 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5326.88 ms [2022-03-21 10:13:07 main:574] : INFO : Epoch 1805 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 5330.62 ms [2022-03-21 10:13:12 main:574] : INFO : Epoch 1806 | loss: 0.0312514 | val_loss: 0.031251 | Time: 5325.16 ms [2022-03-21 10:13:17 main:574] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5326.84 ms [2022-03-21 10:13:23 main:574] : INFO : Epoch 1808 | loss: 0.03125 | val_loss: 0.0312513 | Time: 5327.89 ms [2022-03-21 10:13:28 main:574] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312538 | Time: 5320.47 ms [2022-03-21 10:13:33 main:574] : INFO : Epoch 1810 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5328.26 ms [2022-03-21 10:13:39 main:574] : INFO : Epoch 1811 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 5326.61 ms [2022-03-21 10:13:44 main:574] : INFO : Epoch 1812 | loss: 0.0312497 | val_loss: 0.03125 | Time: 5324.2 ms [2022-03-21 10:13:49 main:574] : INFO : Epoch 1813 | loss: 0.0312494 | val_loss: 0.03125 | Time: 5328.57 ms [2022-03-21 10:13:55 main:574] : INFO : Epoch 1814 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 5333.96 ms [2022-03-21 10:14:00 main:574] : INFO : Epoch 1815 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 5322.78 ms [2022-03-21 10:14:05 main:574] : INFO : Epoch 1816 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5328.47 ms [2022-03-21 10:14:11 main:574] : INFO : Epoch 1817 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5322.14 ms [2022-03-21 10:14:16 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 5325.27 ms [2022-03-21 10:14:21 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5320.37 ms [2022-03-21 10:14:27 main:574] : INFO : Epoch 1820 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 5324.59 ms [2022-03-21 10:14:32 main:574] : INFO : Epoch 1821 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 5338.02 ms [2022-03-21 10:14:37 main:574] : INFO : Epoch 1822 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 5322.92 ms [2022-03-21 10:14:43 main:574] : INFO : Epoch 1823 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 5327.12 ms [2022-03-21 10:14:48 main:574] : INFO : Epoch 1824 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 5314.93 ms [2022-03-21 10:14:53 main:574] : INFO : Epoch 1825 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5325.49 ms [2022-03-21 10:14:59 main:574] : INFO : Epoch 1826 | loss: 0.031252 | val_loss: 0.0312518 | Time: 5317.51 ms [2022-03-21 10:15:04 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5326.19 ms [2022-03-21 10:15:09 main:574] : INFO : Epoch 1828 | loss: 0.0312489 | val_loss: 0.03125 | Time: 5323.88 ms [2022-03-21 10:15:15 main:574] : INFO : Epoch 1829 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 5322.79 ms [2022-03-21 10:15:20 main:574] : INFO : Epoch 1830 | loss: 0.0312511 | val_loss: 0.031249 | Time: 5324.67 ms [2022-03-21 10:15:25 main:574] : INFO : Epoch 1831 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 5320.64 ms [2022-03-21 10:15:31 main:574] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 5345.46 ms [2022-03-21 10:15:36 main:574] : INFO : Epoch 1833 | loss: 0.0312492 | val_loss: 0.0312525 | Time: 5340.28 ms [2022-03-21 10:15:41 main:574] : INFO : Epoch 1834 | loss: 0.0312493 | val_loss: 0.031249 | Time: 5321.67 ms [2022-03-21 10:15:47 main:574] : INFO : Epoch 1835 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 5329.65 ms [2022-03-21 10:15:52 main:574] : INFO : Epoch 1836 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 5322.69 ms [2022-03-21 10:15:57 main:574] : INFO : Epoch 1837 | loss: 0.0312515 | val_loss: 0.0312575 | Time: 5321.83 ms [2022-03-21 10:16:03 main:574] : INFO : Epoch 1838 | loss: 0.0312522 | val_loss: 0.031249 | Time: 5322.64 ms [2022-03-21 10:16:08 main:574] : INFO : Epoch 1839 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 5325.76 ms [2022-03-21 10:16:13 main:574] : INFO : Epoch 1840 | loss: 0.031248 | val_loss: 0.0312484 | Time: 5325.67 ms [2022-03-21 10:16:19 main:574] : INFO : Epoch 1841 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 5325.96 ms [2022-03-21 10:16:24 main:574] : INFO : Epoch 1842 | loss: 0.0312526 | val_loss: 0.0312564 | Time: 5327.2 ms [2022-03-21 10:16:29 main:574] : INFO : Epoch 1843 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5329.37 ms [2022-03-21 10:16:35 main:574] : INFO : Epoch 1844 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 5319.36 ms [2022-03-21 10:16:40 main:574] : INFO : Epoch 1845 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 5367.15 ms [2022-03-21 10:17:06 main:574] : INFO : Epoch 1846 | loss: 0.0312475 | val_loss: 0.0312506 | Time: 25641 ms [2022-03-21 10:17:11 main:574] : INFO : Epoch 1847 | loss: 0.03125 | val_loss: 0.0312488 | Time: 5293.73 ms [2022-03-21 10:17:16 main:574] : INFO : Epoch 1848 | loss: 0.0312495 | val_loss: 0.031251 | Time: 5310.58 ms [2022-03-21 10:17:22 main:574] : INFO : Epoch 1849 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 5316.71 ms [2022-03-21 10:17:27 main:574] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312471 | Time: 5327.32 ms [2022-03-21 10:17:32 main:574] : INFO : Epoch 1851 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 5327.63 ms [2022-03-21 10:17:38 main:574] : INFO : Epoch 1852 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 5322.38 ms [2022-03-21 10:17:43 main:574] : INFO : Epoch 1853 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 5329.96 ms [2022-03-21 10:17:48 main:574] : INFO : Epoch 1854 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 5322.04 ms [2022-03-21 10:17:54 main:574] : INFO : Epoch 1855 | loss: 0.031246 | val_loss: 0.0312469 | Time: 5328.08 ms [2022-03-21 10:17:59 main:574] : INFO : Epoch 1856 | loss: 0.031247 | val_loss: 0.0312519 | Time: 5334.97 ms [2022-03-21 10:18:04 main:574] : INFO : Epoch 1857 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 5326.45 ms [2022-03-21 10:18:10 main:574] : INFO : Epoch 1858 | loss: 0.0312496 | val_loss: 0.0312454 | Time: 5322.41 ms [2022-03-21 10:18:15 main:574] : INFO : Epoch 1859 | loss: 0.0312486 | val_loss: 0.0312439 | Time: 5322.4 ms [2022-03-21 10:18:20 main:574] : INFO : Epoch 1860 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 5322.96 ms [2022-03-21 10:18:26 main:574] : INFO : Epoch 1861 | loss: 0.0312458 | val_loss: 0.0312435 | Time: 5310.73 ms [2022-03-21 10:18:31 main:574] : INFO : Epoch 1862 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 5327.18 ms [2022-03-21 10:18:36 main:574] : INFO : Epoch 1863 | loss: 0.0312509 | val_loss: 0.0312477 | Time: 5323.05 ms [2022-03-21 10:18:42 main:574] : INFO : Epoch 1864 | loss: 0.0312449 | val_loss: 0.031245 | Time: 5329.11 ms [2022-03-21 10:18:47 main:574] : INFO : Epoch 1865 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 5326.23 ms [2022-03-21 10:18:52 main:574] : INFO : Epoch 1866 | loss: 0.0312432 | val_loss: 0.0312423 | Time: 5318.9 ms [2022-03-21 10:18:58 main:574] : INFO : Epoch 1867 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 5328.52 ms [2022-03-21 10:19:03 main:574] : INFO : Epoch 1868 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 5330.66 ms [2022-03-21 10:19:08 main:574] : INFO : Epoch 1869 | loss: 0.0312527 | val_loss: 0.0312505 | Time: 5326.45 ms [2022-03-21 10:19:14 main:574] : INFO : Epoch 1870 | loss: 0.0312488 | val_loss: 0.0312465 | Time: 5337.95 ms [2022-03-21 10:19:19 main:574] : INFO : Epoch 1871 | loss: 0.0312483 | val_loss: 0.031259 | Time: 5326.21 ms [2022-03-21 10:19:24 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312477 | Time: 5322.02 ms [2022-03-21 10:19:30 main:574] : INFO : Epoch 1873 | loss: 0.0312528 | val_loss: 0.0312593 | Time: 5327.86 ms [2022-03-21 10:19:35 main:574] : INFO : Epoch 1874 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 5330.09 ms [2022-03-21 10:19:40 main:574] : INFO : Epoch 1875 | loss: 0.0312478 | val_loss: 0.0312436 | Time: 5328.71 ms [2022-03-21 10:19:46 main:574] : INFO : Epoch 1876 | loss: 0.0312447 | val_loss: 0.031245 | Time: 5328.38 ms [2022-03-21 10:19:51 main:574] : INFO : Epoch 1877 | loss: 0.0312452 | val_loss: 0.0312529 | Time: 5327.9 ms [2022-03-21 10:19:56 main:574] : INFO : Epoch 1878 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 5334.64 ms [2022-03-21 10:20:02 main:574] : INFO : Epoch 1879 | loss: 0.0312442 | val_loss: 0.0312437 | Time: 5321.63 ms [2022-03-21 10:20:07 main:574] : INFO : Epoch 1880 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 5322.36 ms [2022-03-21 10:20:12 main:574] : INFO : Epoch 1881 | loss: 0.0312449 | val_loss: 0.031248 | Time: 5321.99 ms [2022-03-21 10:20:18 main:574] : INFO : Epoch 1882 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 5330.78 ms [2022-03-21 10:20:23 main:574] : INFO : Epoch 1883 | loss: 0.0312429 | val_loss: 0.0312417 | Time: 5324.88 ms [2022-03-21 10:20:28 main:574] : INFO : Epoch 1884 | loss: 0.0312417 | val_loss: 0.0312428 | Time: 5333.52 ms [2022-03-21 10:20:34 main:574] : INFO : Epoch 1885 | loss: 0.0312455 | val_loss: 0.0312426 | Time: 5335.01 ms [2022-03-21 10:20:39 main:574] : INFO : Epoch 1886 | loss: 0.0312416 | val_loss: 0.031242 | Time: 5325.62 ms [2022-03-21 10:20:44 main:574] : INFO : Epoch 1887 | loss: 0.0312441 | val_loss: 0.0312495 | Time: 5323.88 ms [2022-03-21 10:20:50 main:574] : INFO : Epoch 1888 | loss: 0.0312455 | val_loss: 0.031243 | Time: 5328.81 ms [2022-03-21 10:20:55 main:574] : INFO : Epoch 1889 | loss: 0.0312441 | val_loss: 0.0312429 | Time: 5330.9 ms [2022-03-21 10:21:00 main:574] : INFO : Epoch 1890 | loss: 0.0312423 | val_loss: 0.0312452 | Time: 5322.83 ms [2022-03-21 10:21:06 main:574] : INFO : Epoch 1891 | loss: 0.0312425 | val_loss: 0.0312466 | Time: 5325.26 ms [2022-03-21 10:21:11 main:574] : INFO : Epoch 1892 | loss: 0.0312428 | val_loss: 0.0312408 | Time: 5332.44 ms [2022-03-21 10:21:16 main:574] : INFO : Epoch 1893 | loss: 0.0312425 | val_loss: 0.0312555 | Time: 5324.13 ms [2022-03-21 10:21:22 main:574] : INFO : Epoch 1894 | loss: 0.0312541 | val_loss: 0.0312663 | Time: 5320.43 ms [2022-03-21 10:21:27 main:574] : INFO : Epoch 1895 | loss: 0.0312567 | val_loss: 0.0312451 | Time: 5336.8 ms [2022-03-21 10:21:32 main:574] : INFO : Epoch 1896 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 5325.56 ms [2022-03-21 10:21:38 main:574] : INFO : Epoch 1897 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 5324.16 ms [2022-03-21 10:21:43 main:574] : INFO : Epoch 1898 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 5330.44 ms [2022-03-21 10:21:48 main:574] : INFO : Epoch 1899 | loss: 0.0312421 | val_loss: 0.031244 | Time: 5332.39 ms [2022-03-21 10:21:54 main:574] : INFO : Epoch 1900 | loss: 0.031242 | val_loss: 0.0312425 | Time: 5331.96 ms [2022-03-21 10:21:59 main:574] : INFO : Epoch 1901 | loss: 0.0312425 | val_loss: 0.0312404 | Time: 5320.02 ms [2022-03-21 10:22:04 main:574] : INFO : Epoch 1902 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 5334.42 ms [2022-03-21 10:22:10 main:574] : INFO : Epoch 1903 | loss: 0.0312433 | val_loss: 0.0312521 | Time: 5319.97 ms [2022-03-21 10:22:15 main:574] : INFO : Epoch 1904 | loss: 0.0312464 | val_loss: 0.03124 | Time: 5326.74 ms [2022-03-21 10:22:20 main:574] : INFO : Epoch 1905 | loss: 0.0312449 | val_loss: 0.0312497 | Time: 5328.43 ms [2022-03-21 10:22:26 main:574] : INFO : Epoch 1906 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 5352.17 ms [2022-03-21 10:22:31 main:574] : INFO : Epoch 1907 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 5327.47 ms [2022-03-21 10:22:36 main:574] : INFO : Epoch 1908 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 5325.51 ms [2022-03-21 10:22:42 main:574] : INFO : Epoch 1909 | loss: 0.0312461 | val_loss: 0.0312403 | Time: 5327.12 ms [2022-03-21 10:22:47 main:574] : INFO : Epoch 1910 | loss: 0.0312439 | val_loss: 0.0312418 | Time: 5330.96 ms [2022-03-21 10:22:52 main:574] : INFO : Epoch 1911 | loss: 0.0312426 | val_loss: 0.03124 | Time: 5326.18 ms [2022-03-21 10:22:58 main:574] : INFO : Epoch 1912 | loss: 0.0312417 | val_loss: 0.0312412 | Time: 5326.4 ms [2022-03-21 10:23:03 main:574] : INFO : Epoch 1913 | loss: 0.0312434 | val_loss: 0.0312513 | Time: 5328.31 ms [2022-03-21 10:23:08 main:574] : INFO : Epoch 1914 | loss: 0.0312443 | val_loss: 0.0312439 | Time: 5326 ms [2022-03-21 10:23:14 main:574] : INFO : Epoch 1915 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 5324.85 ms [2022-03-21 10:23:19 main:574] : INFO : Epoch 1916 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 5329.26 ms [2022-03-21 10:23:24 main:574] : INFO : Epoch 1917 | loss: 0.0312441 | val_loss: 0.031246 | Time: 5327.41 ms [2022-03-21 10:23:30 main:574] : INFO : Epoch 1918 | loss: 0.0312429 | val_loss: 0.0312436 | Time: 5321.05 ms [2022-03-21 10:23:35 main:574] : INFO : Epoch 1919 | loss: 0.0312429 | val_loss: 0.0312404 | Time: 5330.42 ms [2022-03-21 10:23:40 main:574] : INFO : Epoch 1920 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 5321.88 ms [2022-03-21 10:23:46 main:574] : INFO : Epoch 1921 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 5320.16 ms [2022-03-21 10:23:51 main:574] : INFO : Epoch 1922 | loss: 0.0312437 | val_loss: 0.0312409 | Time: 5326.15 ms [2022-03-21 10:23:56 main:574] : INFO : Epoch 1923 | loss: 0.0312433 | val_loss: 0.031245 | Time: 5325.09 ms [2022-03-21 10:24:02 main:574] : INFO : Epoch 1924 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 5320.32 ms [2022-03-21 10:24:07 main:574] : INFO : Epoch 1925 | loss: 0.0312436 | val_loss: 0.0312414 | Time: 5323.47 ms [2022-03-21 10:24:12 main:574] : INFO : Epoch 1926 | loss: 0.031243 | val_loss: 0.0312413 | Time: 5324.99 ms [2022-03-21 10:24:18 main:574] : INFO : Epoch 1927 | loss: 0.0312412 | val_loss: 0.0312414 | Time: 5332.94 ms [2022-03-21 10:24:23 main:574] : INFO : Epoch 1928 | loss: 0.0312423 | val_loss: 0.0312396 | Time: 5359.34 ms [2022-03-21 10:24:28 main:574] : INFO : Epoch 1929 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 5327.7 ms [2022-03-21 10:24:34 main:574] : INFO : Epoch 1930 | loss: 0.0312437 | val_loss: 0.0312433 | Time: 5325.57 ms [2022-03-21 10:24:39 main:574] : INFO : Epoch 1931 | loss: 0.0312421 | val_loss: 0.0312398 | Time: 5324.76 ms [2022-03-21 10:24:44 main:574] : INFO : Epoch 1932 | loss: 0.0312424 | val_loss: 0.0312486 | Time: 5330.79 ms [2022-03-21 10:24:50 main:574] : INFO : Epoch 1933 | loss: 0.031242 | val_loss: 0.031239 | Time: 5333.7 ms [2022-03-21 10:24:55 main:574] : INFO : Epoch 1934 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 5329.45 ms [2022-03-21 10:25:00 main:574] : INFO : Epoch 1935 | loss: 0.0312427 | val_loss: 0.0312434 | Time: 5326.14 ms [2022-03-21 10:25:06 main:574] : INFO : Epoch 1936 | loss: 0.0312432 | val_loss: 0.0312421 | Time: 5319.56 ms [2022-03-21 10:25:11 main:574] : INFO : Epoch 1937 | loss: 0.0312411 | val_loss: 0.0312392 | Time: 5329.55 ms [2022-03-21 10:25:16 main:574] : INFO : Epoch 1938 | loss: 0.0312402 | val_loss: 0.0312387 | Time: 5324.09 ms [2022-03-21 10:25:22 main:574] : INFO : Epoch 1939 | loss: 0.0312463 | val_loss: 0.0312438 | Time: 5323.13 ms [2022-03-21 10:25:27 main:574] : INFO : Epoch 1940 | loss: 0.0312432 | val_loss: 0.0312404 | Time: 5335.45 ms [2022-03-21 10:25:32 main:574] : INFO : Epoch 1941 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 5331.72 ms [2022-03-21 10:25:38 main:574] : INFO : Epoch 1942 | loss: 0.0312495 | val_loss: 0.031245 | Time: 5323.44 ms [2022-03-21 10:25:43 main:574] : INFO : Epoch 1943 | loss: 0.0312426 | val_loss: 0.0312441 | Time: 5318.03 ms [2022-03-21 10:25:48 main:574] : INFO : Epoch 1944 | loss: 0.0312429 | val_loss: 0.031239 | Time: 5337.49 ms [2022-03-21 10:25:54 main:574] : INFO : Epoch 1945 | loss: 0.0312414 | val_loss: 0.0312394 | Time: 5318.28 ms [2022-03-21 10:25:59 main:574] : INFO : Epoch 1946 | loss: 0.0312421 | val_loss: 0.0312389 | Time: 5332.91 ms [2022-03-21 10:26:04 main:574] : INFO : Epoch 1947 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 5323.04 ms [2022-03-21 10:26:10 main:574] : INFO : Epoch 1948 | loss: 0.0312483 | val_loss: 0.0312418 | Time: 5328.38 ms [2022-03-21 10:26:15 main:574] : INFO : Epoch 1949 | loss: 0.0312426 | val_loss: 0.031242 | Time: 5322.43 ms [2022-03-21 10:26:20 main:574] : INFO : Epoch 1950 | loss: 0.0312428 | val_loss: 0.0312399 | Time: 5323.99 ms [2022-03-21 10:26:26 main:574] : INFO : Epoch 1951 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 5330.73 ms [2022-03-21 10:26:31 main:574] : INFO : Epoch 1952 | loss: 0.0312405 | val_loss: 0.0312393 | Time: 5336.17 ms [2022-03-21 10:26:36 main:574] : INFO : Epoch 1953 | loss: 0.031241 | val_loss: 0.0312435 | Time: 5322.53 ms [2022-03-21 10:26:42 main:574] : INFO : Epoch 1954 | loss: 0.0312434 | val_loss: 0.031248 | Time: 5324.55 ms [2022-03-21 10:26:47 main:574] : INFO : Epoch 1955 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 5335.35 ms [2022-03-21 10:26:52 main:574] : INFO : Epoch 1956 | loss: 0.0312422 | val_loss: 0.0312402 | Time: 5319.95 ms [2022-03-21 10:26:58 main:574] : INFO : Epoch 1957 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 5332.37 ms [2022-03-21 10:27:03 main:574] : INFO : Epoch 1958 | loss: 0.0312437 | val_loss: 0.031243 | Time: 5321.82 ms [2022-03-21 10:27:08 main:574] : INFO : Epoch 1959 | loss: 0.0312416 | val_loss: 0.0312389 | Time: 5328.12 ms [2022-03-21 10:27:14 main:574] : INFO : Epoch 1960 | loss: 0.0312405 | val_loss: 0.0312393 | Time: 5329.57 ms [2022-03-21 10:27:19 main:574] : INFO : Epoch 1961 | loss: 0.0312426 | val_loss: 0.0312448 | Time: 5330.58 ms [2022-03-21 10:27:24 main:574] : INFO : Epoch 1962 | loss: 0.031243 | val_loss: 0.0312557 | Time: 5331.3 ms [2022-03-21 10:27:30 main:574] : INFO : Epoch 1963 | loss: 0.0312453 | val_loss: 0.0312485 | Time: 5326.59 ms [2022-03-21 10:27:35 main:574] : INFO : Epoch 1964 | loss: 0.0312456 | val_loss: 0.0312426 | Time: 5328.93 ms [2022-03-21 10:27:40 main:574] : INFO : Epoch 1965 | loss: 0.0312416 | val_loss: 0.0312401 | Time: 5324.63 ms [2022-03-21 10:27:46 main:574] : INFO : Epoch 1966 | loss: 0.0312452 | val_loss: 0.0312425 | Time: 5332.77 ms [2022-03-21 10:27:51 main:574] : INFO : Epoch 1967 | loss: 0.0312446 | val_loss: 0.0312469 | Time: 5325.3 ms [2022-03-21 10:27:56 main:574] : INFO : Epoch 1968 | loss: 0.0312466 | val_loss: 0.0312422 | Time: 5325.75 ms [2022-03-21 10:28:02 main:574] : INFO : Epoch 1969 | loss: 0.031242 | val_loss: 0.0312401 | Time: 5328.18 ms [2022-03-21 10:28:07 main:574] : INFO : Epoch 1970 | loss: 0.0312412 | val_loss: 0.0312444 | Time: 5319.41 ms [2022-03-21 10:28:12 main:574] : INFO : Epoch 1971 | loss: 0.0312434 | val_loss: 0.0312495 | Time: 5318.78 ms [2022-03-21 10:28:18 main:574] : INFO : Epoch 1972 | loss: 0.0312433 | val_loss: 0.0312481 | Time: 5320.82 ms [2022-03-21 10:28:23 main:574] : INFO : Epoch 1973 | loss: 0.0312451 | val_loss: 0.0312432 | Time: 5324.07 ms [2022-03-21 10:28:28 main:574] : INFO : Epoch 1974 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 5326.04 ms [2022-03-21 10:28:34 main:574] : INFO : Epoch 1975 | loss: 0.0312439 | val_loss: 0.031247 | Time: 5329.81 ms [2022-03-21 10:28:39 main:574] : INFO : Epoch 1976 | loss: 0.0312418 | val_loss: 0.0312396 | Time: 5328.72 ms [2022-03-21 10:28:44 main:574] : INFO : Epoch 1977 | loss: 0.0312424 | val_loss: 0.0312455 | Time: 5330.22 ms [2022-03-21 10:28:50 main:574] : INFO : Epoch 1978 | loss: 0.0312445 | val_loss: 0.0312536 | Time: 5323.95 ms [2022-03-21 10:28:55 main:574] : INFO : Epoch 1979 | loss: 0.0312488 | val_loss: 0.0312471 | Time: 5330.51 ms [2022-03-21 10:29:00 main:574] : INFO : Epoch 1980 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 5323.84 ms [2022-03-21 10:29:06 main:574] : INFO : Epoch 1981 | loss: 0.0312419 | val_loss: 0.0312431 | Time: 5324.38 ms [2022-03-21 10:29:11 main:574] : INFO : Epoch 1982 | loss: 0.0312436 | val_loss: 0.0312394 | Time: 5325.37 ms [2022-03-21 10:29:16 main:574] : INFO : Epoch 1983 | loss: 0.0312411 | val_loss: 0.0312412 | Time: 5323.55 ms [2022-03-21 10:29:22 main:574] : INFO : Epoch 1984 | loss: 0.0312412 | val_loss: 0.0312386 | Time: 5325.96 ms [2022-03-21 10:29:27 main:574] : INFO : Epoch 1985 | loss: 0.0312404 | val_loss: 0.0312389 | Time: 5339.8 ms [2022-03-21 10:29:32 main:574] : INFO : Epoch 1986 | loss: 0.0312469 | val_loss: 0.0312501 | Time: 5325.65 ms [2022-03-21 10:29:38 main:574] : INFO : Epoch 1987 | loss: 0.0312454 | val_loss: 0.0312425 | Time: 5328.93 ms [2022-03-21 10:29:43 main:574] : INFO : Epoch 1988 | loss: 0.0312427 | val_loss: 0.0312444 | Time: 5328.38 ms [2022-03-21 10:29:48 main:574] : INFO : Epoch 1989 | loss: 0.0312468 | val_loss: 0.0312427 | Time: 5333.51 ms [2022-03-21 10:29:54 main:574] : INFO : Epoch 1990 | loss: 0.0312442 | val_loss: 0.0312417 | Time: 5327.69 ms [2022-03-21 10:29:59 main:574] : INFO : Epoch 1991 | loss: 0.0312409 | val_loss: 0.0312392 | Time: 5319.6 ms [2022-03-21 10:30:04 main:574] : INFO : Epoch 1992 | loss: 0.0312444 | val_loss: 0.0312494 | Time: 5318.05 ms [2022-03-21 10:30:10 main:574] : INFO : Epoch 1993 | loss: 0.0312461 | val_loss: 0.0312487 | Time: 5328.37 ms [2022-03-21 10:30:15 main:574] : INFO : Epoch 1994 | loss: 0.0312489 | val_loss: 0.0312457 | Time: 5319.71 ms [2022-03-21 10:30:20 main:574] : INFO : Epoch 1995 | loss: 0.0312454 | val_loss: 0.0312433 | Time: 5327.48 ms [2022-03-21 10:30:26 main:574] : INFO : Epoch 1996 | loss: 0.0312425 | val_loss: 0.0312454 | Time: 5344.84 ms [2022-03-21 10:30:31 main:574] : INFO : Epoch 1997 | loss: 0.0312413 | val_loss: 0.0312401 | Time: 5324.51 ms [2022-03-21 10:30:36 main:574] : INFO : Epoch 1998 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 5333.43 ms [2022-03-21 10:30:41 main:574] : INFO : Epoch 1999 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 5323.77 ms [2022-03-21 10:30:47 main:574] : INFO : Epoch 2000 | loss: 0.0312421 | val_loss: 0.0312388 | Time: 5348.11 ms [2022-03-21 10:30:52 main:574] : INFO : Epoch 2001 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 5330.33 ms [2022-03-21 10:30:58 main:574] : INFO : Epoch 2002 | loss: 0.0312433 | val_loss: 0.0312405 | Time: 5325.82 ms [2022-03-21 10:31:03 main:574] : INFO : Epoch 2003 | loss: 0.0312426 | val_loss: 0.0312394 | Time: 5327.84 ms [2022-03-21 10:31:08 main:574] : INFO : Epoch 2004 | loss: 0.0312427 | val_loss: 0.0312408 | Time: 5333.14 ms [2022-03-21 10:31:14 main:574] : INFO : Epoch 2005 | loss: 0.0312431 | val_loss: 0.031242 | Time: 5322.6 ms [2022-03-21 10:31:19 main:574] : INFO : Epoch 2006 | loss: 0.0312414 | val_loss: 0.0312404 | Time: 5322.95 ms [2022-03-21 10:31:24 main:574] : INFO : Epoch 2007 | loss: 0.0312415 | val_loss: 0.0312398 | Time: 5325.12 ms [2022-03-21 10:31:29 main:574] : INFO : Epoch 2008 | loss: 0.0312414 | val_loss: 0.0312465 | Time: 5325.65 ms [2022-03-21 10:31:35 main:574] : INFO : Epoch 2009 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 5325.2 ms [2022-03-21 10:31:40 main:574] : INFO : Epoch 2010 | loss: 0.0312431 | val_loss: 0.0312412 | Time: 5327.53 ms [2022-03-21 10:31:45 main:574] : INFO : Epoch 2011 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 5326.98 ms [2022-03-21 10:31:51 main:574] : INFO : Epoch 2012 | loss: 0.0312427 | val_loss: 0.0312398 | Time: 5327.28 ms [2022-03-21 10:31:56 main:574] : INFO : Epoch 2013 | loss: 0.0312418 | val_loss: 0.0312408 | Time: 5323.07 ms [2022-03-21 10:32:01 main:574] : INFO : Epoch 2014 | loss: 0.0312411 | val_loss: 0.0312392 | Time: 5326.41 ms [2022-03-21 10:32:07 main:574] : INFO : Epoch 2015 | loss: 0.0312413 | val_loss: 0.031239 | Time: 5323.23 ms [2022-03-21 10:32:12 main:574] : INFO : Epoch 2016 | loss: 0.0312418 | val_loss: 0.0312418 | Time: 5321.43 ms [2022-03-21 10:32:18 main:574] : INFO : Epoch 2017 | loss: 0.0312419 | val_loss: 0.0312454 | Time: 5361.79 ms [2022-03-21 10:32:23 main:574] : INFO : Epoch 2018 | loss: 0.0312424 | val_loss: 0.0312411 | Time: 5328.86 ms [2022-03-21 10:32:28 main:574] : INFO : Epoch 2019 | loss: 0.0312437 | val_loss: 0.0312498 | Time: 5323.55 ms [2022-03-21 10:32:33 main:574] : INFO : Epoch 2020 | loss: 0.0312444 | val_loss: 0.0312407 | Time: 5323 ms [2022-03-21 10:32:39 main:574] : INFO : Epoch 2021 | loss: 0.0312421 | val_loss: 0.0312397 | Time: 5320.81 ms [2022-03-21 10:32:44 main:574] : INFO : Epoch 2022 | loss: 0.031243 | val_loss: 0.0312483 | Time: 5327.41 ms [2022-03-21 10:32:49 main:574] : INFO : Epoch 2023 | loss: 0.0312426 | val_loss: 0.031241 | Time: 5328.05 ms [2022-03-21 10:32:55 main:574] : INFO : Epoch 2024 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 5329.38 ms [2022-03-21 10:33:00 main:574] : INFO : Epoch 2025 | loss: 0.0312449 | val_loss: 0.0312463 | Time: 5332.13 ms [2022-03-21 10:33:05 main:574] : INFO : Epoch 2026 | loss: 0.031242 | val_loss: 0.0312389 | Time: 5325.01 ms [2022-03-21 10:33:11 main:574] : INFO : Epoch 2027 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 5326.71 ms [2022-03-21 10:33:16 main:574] : INFO : Epoch 2028 | loss: 0.0312414 | val_loss: 0.03124 | Time: 5329.74 ms [2022-03-21 10:33:21 main:574] : INFO : Epoch 2029 | loss: 0.0312429 | val_loss: 0.0312471 | Time: 5329.96 ms [2022-03-21 10:33:27 main:574] : INFO : Epoch 2030 | loss: 0.0312439 | val_loss: 0.0312412 | Time: 5331.25 ms [2022-03-21 10:33:32 main:574] : INFO : Epoch 2031 | loss: 0.0312411 | val_loss: 0.0312387 | Time: 5333.45 ms [2022-03-21 10:33:38 main:574] : INFO : Epoch 2032 | loss: 0.0312417 | val_loss: 0.0312397 | Time: 5340.05 ms [2022-03-21 10:33:43 main:574] : INFO : Epoch 2033 | loss: 0.031241 | val_loss: 0.0312395 | Time: 5327.92 ms [2022-03-21 10:33:48 main:574] : INFO : Epoch 2034 | loss: 0.0312425 | val_loss: 0.0312416 | Time: 5331.85 ms [2022-03-21 10:33:54 main:574] : INFO : Epoch 2035 | loss: 0.0312446 | val_loss: 0.0312429 | Time: 5326.22 ms [2022-03-21 10:33:59 main:574] : INFO : Epoch 2036 | loss: 0.0312434 | val_loss: 0.0312414 | Time: 5324.2 ms [2022-03-21 10:34:04 main:574] : INFO : Epoch 2037 | loss: 0.0312451 | val_loss: 0.0312405 | Time: 5320.51 ms [2022-03-21 10:34:09 main:574] : INFO : Epoch 2038 | loss: 0.0312413 | val_loss: 0.0312398 | Time: 5331.08 ms [2022-03-21 10:34:15 main:574] : INFO : Epoch 2039 | loss: 0.0312458 | val_loss: 0.0312424 | Time: 5325.75 ms [2022-03-21 10:34:20 main:574] : INFO : Epoch 2040 | loss: 0.0312457 | val_loss: 0.0312416 | Time: 5321.88 ms [2022-03-21 10:34:25 main:574] : INFO : Epoch 2041 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 5321.52 ms [2022-03-21 10:34:31 main:574] : INFO : Epoch 2042 | loss: 0.0312434 | val_loss: 0.0312456 | Time: 5327.83 ms [2022-03-21 10:34:36 main:574] : INFO : Epoch 2043 | loss: 0.0312421 | val_loss: 0.0312413 | Time: 5325.68 ms [2022-03-21 10:34:41 main:574] : INFO : Epoch 2044 | loss: 0.0312409 | val_loss: 0.0312393 | Time: 5324.07 ms [2022-03-21 10:34:47 main:574] : INFO : Epoch 2045 | loss: 0.0312405 | val_loss: 0.0312387 | Time: 5325.23 ms [2022-03-21 10:34:52 main:574] : INFO : Epoch 2046 | loss: 0.0312445 | val_loss: 0.0312479 | Time: 5324.61 ms [2022-03-21 10:34:57 main:574] : INFO : Epoch 2047 | loss: 0.0312429 | val_loss: 0.0312411 | Time: 5324.26 ms [2022-03-21 10:35:03 main:574] : INFO : Epoch 2048 | loss: 0.0312417 | val_loss: 0.0312388 | Time: 5330.66 ms [2022-03-21 10:35:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312388 [2022-03-21 10:35:03 main:603] : INFO : Saving end state to config to file [2022-03-21 10:35:03 main:608] : INFO : Success, exiting.. 10:35:03 (10968): 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)