Task 12972286
| Name | ParityModified-1647048802-444-0_0 |
| Workunit | 10104113 |
| Created | 12 Mar 2022, 1:33:26 UTC |
| Sent | 21 Mar 2022, 18:03:13 UTC |
| Report deadline | 29 Mar 2022, 18:03:13 UTC |
| Received | 23 Mar 2022, 17:40:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 31 sec |
| CPU time | 2 hours 54 min 59 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> -03-23 18:55:06 main:574] : INFO : Epoch 1542 | loss: 0.0311153 | val_loss: 0.0311657 | Time: 5339.69 ms [2022-03-23 18:55:11 main:574] : INFO : Epoch 1543 | loss: 0.0311144 | val_loss: 0.0311686 | Time: 5322.47 ms [2022-03-23 18:55:17 main:574] : INFO : Epoch 1544 | loss: 0.0311127 | val_loss: 0.0311657 | Time: 5328.1 ms [2022-03-23 18:55:22 main:574] : INFO : Epoch 1545 | loss: 0.031112 | val_loss: 0.0311633 | Time: 5329.06 ms [2022-03-23 18:55:27 main:574] : INFO : Epoch 1546 | loss: 0.0311122 | val_loss: 0.0311686 | Time: 5327.6 ms [2022-03-23 18:55:33 main:574] : INFO : Epoch 1547 | loss: 0.0311107 | val_loss: 0.0311675 | Time: 5324.38 ms [2022-03-23 18:55:38 main:574] : INFO : Epoch 1548 | loss: 0.0311114 | val_loss: 0.0311693 | Time: 5332.19 ms [2022-03-23 18:55:43 main:574] : INFO : Epoch 1549 | loss: 0.0311089 | val_loss: 0.0311699 | Time: 5338.31 ms [2022-03-23 18:55:49 main:574] : INFO : Epoch 1550 | loss: 0.031113 | val_loss: 0.0311646 | Time: 5329.21 ms [2022-03-23 18:55:54 main:574] : INFO : Epoch 1551 | loss: 0.0311103 | val_loss: 0.0311661 | Time: 5329.48 ms [2022-03-23 18:55:59 main:574] : INFO : Epoch 1552 | loss: 0.0311176 | val_loss: 0.0311634 | Time: 5331.76 ms [2022-03-23 18:56:05 main:574] : INFO : Epoch 1553 | loss: 0.0311167 | val_loss: 0.0311639 | Time: 5328.29 ms [2022-03-23 18:56:10 main:574] : INFO : Epoch 1554 | loss: 0.031113 | val_loss: 0.0311708 | Time: 5326.37 ms [2022-03-23 18:56:15 main:574] : INFO : Epoch 1555 | loss: 0.0311126 | val_loss: 0.0311665 | Time: 5324.98 ms [2022-03-23 18:56:21 main:574] : INFO : Epoch 1556 | loss: 0.0311127 | val_loss: 0.0311664 | Time: 5328.1 ms [2022-03-23 18:56:26 main:574] : INFO : Epoch 1557 | loss: 0.0311114 | val_loss: 0.0311724 | Time: 5333.9 ms [2022-03-23 18:56:31 main:574] : INFO : Epoch 1558 | loss: 0.0311117 | val_loss: 0.0311701 | Time: 5328.16 ms [2022-03-23 18:56:37 main:574] : INFO : Epoch 1559 | loss: 0.0311182 | val_loss: 0.0311666 | Time: 5335.99 ms [2022-03-23 18:56:42 main:574] : INFO : Epoch 1560 | loss: 0.031116 | val_loss: 0.031168 | Time: 5323.2 ms [2022-03-23 18:56:47 main:574] : INFO : Epoch 1561 | loss: 0.0311131 | val_loss: 0.0311679 | Time: 5335.28 ms [2022-03-23 18:56:53 main:574] : INFO : Epoch 1562 | loss: 0.0311128 | val_loss: 0.0311702 | Time: 5330.22 ms [2022-03-23 18:56:58 main:574] : INFO : Epoch 1563 | loss: 0.031115 | val_loss: 0.0311667 | Time: 5334.71 ms [2022-03-23 18:57:03 main:574] : INFO : Epoch 1564 | loss: 0.0311133 | val_loss: 0.031164 | Time: 5322.2 ms [2022-03-23 18:57:09 main:574] : INFO : Epoch 1565 | loss: 0.0311196 | val_loss: 0.0311642 | Time: 5333.37 ms [2022-03-23 18:57:14 main:574] : INFO : Epoch 1566 | loss: 0.0311409 | val_loss: 0.0311792 | Time: 5324.55 ms [2022-03-23 18:57:19 main:574] : INFO : Epoch 1567 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 5329.29 ms [2022-03-23 18:57:25 main:574] : INFO : Epoch 1568 | loss: 0.0311593 | val_loss: 0.0311639 | Time: 5321 ms [2022-03-23 18:57:30 main:574] : INFO : Epoch 1569 | loss: 0.0311554 | val_loss: 0.0311638 | Time: 5330.26 ms [2022-03-23 18:57:35 main:574] : INFO : Epoch 1570 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 5337.83 ms [2022-03-23 18:57:41 main:574] : INFO : Epoch 1571 | loss: 0.0311487 | val_loss: 0.0311593 | Time: 5332.3 ms [2022-03-23 18:57:46 main:574] : INFO : Epoch 1572 | loss: 0.031147 | val_loss: 0.0311578 | Time: 5327.34 ms [2022-03-23 18:57:51 main:574] : INFO : Epoch 1573 | loss: 0.0311451 | val_loss: 0.0311557 | Time: 5329.37 ms [2022-03-23 18:57:57 main:574] : INFO : Epoch 1574 | loss: 0.0311425 | val_loss: 0.0311551 | Time: 5333.49 ms [2022-03-23 18:58:02 main:574] : INFO : Epoch 1575 | loss: 0.031142 | val_loss: 0.0311547 | Time: 5333.91 ms [2022-03-23 18:58:07 main:574] : INFO : Epoch 1576 | loss: 0.0311414 | val_loss: 0.0311578 | Time: 5331.2 ms [2022-03-23 18:58:13 main:574] : INFO : Epoch 1577 | loss: 0.0311397 | val_loss: 0.0311585 | Time: 5338.46 ms [2022-03-23 18:58:18 main:574] : INFO : Epoch 1578 | loss: 0.0311393 | val_loss: 0.0311549 | Time: 5328.57 ms [2022-03-23 18:58:23 main:574] : INFO : Epoch 1579 | loss: 0.0311382 | val_loss: 0.0311541 | Time: 5334.95 ms [2022-03-23 18:58:29 main:574] : INFO : Epoch 1580 | loss: 0.0311376 | val_loss: 0.0311574 | Time: 5334.22 ms [2022-03-23 18:58:34 main:574] : INFO : Epoch 1581 | loss: 0.0311366 | val_loss: 0.0311586 | Time: 5330.34 ms [2022-03-23 18:58:39 main:574] : INFO : Epoch 1582 | loss: 0.0311396 | val_loss: 0.031157 | Time: 5328.96 ms [2022-03-23 18:58:45 main:574] : INFO : Epoch 1583 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 5324.43 ms [2022-03-23 18:58:50 main:574] : INFO : Epoch 1584 | loss: 0.0311367 | val_loss: 0.0311551 | Time: 5351.13 ms [2022-03-23 18:58:55 main:574] : INFO : Epoch 1585 | loss: 0.0311345 | val_loss: 0.0311546 | Time: 5332.23 ms [2022-03-23 18:59:01 main:574] : INFO : Epoch 1586 | loss: 0.0311344 | val_loss: 0.0311599 | Time: 5341.72 ms [2022-03-23 18:59:06 main:574] : INFO : Epoch 1587 | loss: 0.0311336 | val_loss: 0.0311584 | Time: 5327.54 ms [2022-03-23 18:59:11 main:574] : INFO : Epoch 1588 | loss: 0.0311324 | val_loss: 0.0311551 | Time: 5331.4 ms [2022-03-23 18:59:17 main:574] : INFO : Epoch 1589 | loss: 0.0311312 | val_loss: 0.0311563 | Time: 5329.68 ms [2022-03-23 18:59:22 main:574] : INFO : Epoch 1590 | loss: 0.0311324 | val_loss: 0.0311551 | Time: 5331.06 ms [2022-03-23 18:59:27 main:574] : INFO : Epoch 1591 | loss: 0.031132 | val_loss: 0.0311603 | Time: 5339.56 ms [2022-03-23 18:59:33 main:574] : INFO : Epoch 1592 | loss: 0.0311326 | val_loss: 0.0311558 | Time: 5329.48 ms [2022-03-23 18:59:38 main:574] : INFO : Epoch 1593 | loss: 0.0311302 | val_loss: 0.0311583 | Time: 5334.2 ms [2022-03-23 18:59:43 main:574] : INFO : Epoch 1594 | loss: 0.0311294 | val_loss: 0.0311549 | Time: 5316.39 ms [2022-03-23 18:59:49 main:574] : INFO : Epoch 1595 | loss: 0.0311291 | val_loss: 0.0311589 | Time: 5326.75 ms [2022-03-23 18:59:54 main:574] : INFO : Epoch 1596 | loss: 0.031129 | val_loss: 0.0311566 | Time: 5330.31 ms [2022-03-23 18:59:59 main:574] : INFO : Epoch 1597 | loss: 0.0311287 | val_loss: 0.0311552 | Time: 5325.55 ms [2022-03-23 19:00:05 main:574] : INFO : Epoch 1598 | loss: 0.0311272 | val_loss: 0.0311583 | Time: 5340.87 ms [2022-03-23 19:00:10 main:574] : INFO : Epoch 1599 | loss: 0.0311276 | val_loss: 0.031159 | Time: 5327.82 ms [2022-03-23 19:00:15 main:574] : INFO : Epoch 1600 | loss: 0.0311325 | val_loss: 0.0311557 | Time: 5331.64 ms [2022-03-23 19:00:21 main:574] : INFO : Epoch 1601 | loss: 0.0311356 | val_loss: 0.0311539 | Time: 5325.37 ms [2022-03-23 19:00:26 main:574] : INFO : Epoch 1602 | loss: 0.0311327 | val_loss: 0.031152 | Time: 5325.29 ms [2022-03-23 19:00:31 main:574] : INFO : Epoch 1603 | loss: 0.031134 | val_loss: 0.0311557 | Time: 5332.53 ms [2022-03-23 19:00:37 main:574] : INFO : Epoch 1604 | loss: 0.0311335 | val_loss: 0.0311595 | Time: 5330.18 ms [2022-03-23 19:00:42 main:574] : INFO : Epoch 1605 | loss: 0.0311318 | val_loss: 0.0311634 | Time: 5341.82 ms [2022-03-23 19:00:47 main:574] : INFO : Epoch 1606 | loss: 0.0311317 | val_loss: 0.0311562 | Time: 5335.45 ms [2022-03-23 19:00:53 main:574] : INFO : Epoch 1607 | loss: 0.0311298 | val_loss: 0.0311557 | Time: 5325.99 ms [2022-03-23 19:00:58 main:574] : INFO : Epoch 1608 | loss: 0.031133 | val_loss: 0.03116 | Time: 5329.51 ms [2022-03-23 19:01:03 main:574] : INFO : Epoch 1609 | loss: 0.0311296 | val_loss: 0.0311608 | Time: 5333.05 ms [2022-03-23 19:01:09 main:574] : INFO : Epoch 1610 | loss: 0.0311279 | val_loss: 0.0311532 | Time: 5327.47 ms [2022-03-23 19:01:14 main:574] : INFO : Epoch 1611 | loss: 0.0311261 | val_loss: 0.0311608 | Time: 5340.05 ms [2022-03-23 19:01:19 main:574] : INFO : Epoch 1612 | loss: 0.0311243 | val_loss: 0.0311569 | Time: 5328.05 ms [2022-03-23 19:01:25 main:574] : INFO : Epoch 1613 | loss: 0.0311259 | val_loss: 0.0311604 | Time: 5325.76 ms [2022-03-23 19:01:30 main:574] : INFO : Epoch 1614 | loss: 0.0311272 | val_loss: 0.0311575 | Time: 5327.98 ms [2022-03-23 19:01:36 main:574] : INFO : Epoch 1615 | loss: 0.0311217 | val_loss: 0.0311608 | Time: 5326.23 ms [2022-03-23 19:01:41 main:574] : INFO : Epoch 1616 | loss: 0.0311229 | val_loss: 0.0311598 | Time: 5335.52 ms [2022-03-23 19:01:46 main:574] : INFO : Epoch 1617 | loss: 0.0311241 | val_loss: 0.0311575 | Time: 5332.18 ms [2022-03-23 19:01:52 main:574] : INFO : Epoch 1618 | loss: 0.0311217 | val_loss: 0.0311585 | Time: 5331.41 ms [2022-03-23 19:01:57 main:574] : INFO : Epoch 1619 | loss: 0.0311232 | val_loss: 0.0311585 | Time: 5341.77 ms [2022-03-23 19:02:02 main:574] : INFO : Epoch 1620 | loss: 0.0311266 | val_loss: 0.0311568 | Time: 5327.55 ms [2022-03-23 19:02:08 main:574] : INFO : Epoch 1621 | loss: 0.0311246 | val_loss: 0.0311624 | Time: 5366.61 ms [2022-03-23 19:02:13 main:574] : INFO : Epoch 1622 | loss: 0.0311252 | val_loss: 0.0311555 | Time: 5328.84 ms [2022-03-23 19:02:18 main:574] : INFO : Epoch 1623 | loss: 0.0311231 | val_loss: 0.031157 | Time: 5325.07 ms [2022-03-23 19:02:24 main:574] : INFO : Epoch 1624 | loss: 0.0311217 | val_loss: 0.0311521 | Time: 5334.78 ms [2022-03-23 19:02:29 main:574] : INFO : Epoch 1625 | loss: 0.0311212 | val_loss: 0.0311658 | Time: 5332.3 ms [2022-03-23 19:02:34 main:574] : INFO : Epoch 1626 | loss: 0.0311218 | val_loss: 0.0311552 | Time: 5329.33 ms [2022-03-23 19:02:40 main:574] : INFO : Epoch 1627 | loss: 0.0311193 | val_loss: 0.0311542 | Time: 5330.54 ms [2022-03-23 19:02:45 main:574] : INFO : Epoch 1628 | loss: 0.0311173 | val_loss: 0.0311562 | Time: 5331.74 ms [2022-03-23 19:02:50 main:574] : INFO : Epoch 1629 | loss: 0.0311159 | val_loss: 0.031155 | Time: 5328.94 ms [2022-03-23 19:02:56 main:574] : INFO : Epoch 1630 | loss: 0.0311165 | val_loss: 0.0311546 | Time: 5325.52 ms [2022-03-23 19:03:01 main:574] : INFO : Epoch 1631 | loss: 0.0311162 | val_loss: 0.0311551 | Time: 5332.56 ms [2022-03-23 19:03:06 main:574] : INFO : Epoch 1632 | loss: 0.0311147 | val_loss: 0.0311563 | Time: 5326.53 ms [2022-03-23 19:03:12 main:574] : INFO : Epoch 1633 | loss: 0.031114 | val_loss: 0.0311558 | Time: 5334.37 ms [2022-03-23 19:03:17 main:574] : INFO : Epoch 1634 | loss: 0.0311122 | val_loss: 0.0311564 | Time: 5326.08 ms [2022-03-23 19:03:22 main:574] : INFO : Epoch 1635 | loss: 0.0311127 | val_loss: 0.031159 | Time: 5326.9 ms [2022-03-23 19:03:28 main:574] : INFO : Epoch 1636 | loss: 0.0311146 | val_loss: 0.0311593 | Time: 5324.37 ms [2022-03-23 19:03:33 main:574] : INFO : Epoch 1637 | loss: 0.0311143 | val_loss: 0.03116 | Time: 5331.34 ms [2022-03-23 19:03:38 main:574] : INFO : Epoch 1638 | loss: 0.0311196 | val_loss: 0.0311542 | Time: 5329.93 ms [2022-03-23 19:03:44 main:574] : INFO : Epoch 1639 | loss: 0.0311174 | val_loss: 0.0311585 | Time: 5328.4 ms [2022-03-23 19:03:49 main:574] : INFO : Epoch 1640 | loss: 0.0311134 | val_loss: 0.031155 | Time: 5328.25 ms [2022-03-23 19:03:54 main:574] : INFO : Epoch 1641 | loss: 0.0311121 | val_loss: 0.0311542 | Time: 5333.79 ms [2022-03-23 19:04:00 main:574] : INFO : Epoch 1642 | loss: 0.0311143 | val_loss: 0.0311557 | Time: 5333.12 ms [2022-03-23 19:04:05 main:574] : INFO : Epoch 1643 | loss: 0.0311182 | val_loss: 0.0311541 | Time: 5327.73 ms [2022-03-23 19:04:10 main:574] : INFO : Epoch 1644 | loss: 0.0311166 | val_loss: 0.0311582 | Time: 5330.17 ms [2022-03-23 19:04:16 main:574] : INFO : Epoch 1645 | loss: 0.0311153 | val_loss: 0.0311568 | Time: 5325.28 ms [2022-03-23 19:04:21 main:574] : INFO : Epoch 1646 | loss: 0.0311154 | val_loss: 0.0311533 | Time: 5332.76 ms [2022-03-23 19:04:26 main:574] : INFO : Epoch 1647 | loss: 0.0311248 | val_loss: 0.0311657 | Time: 5344.39 ms [2022-03-23 19:04:32 main:574] : INFO : Epoch 1648 | loss: 0.0314481 | val_loss: 0.0338008 | Time: 5330.47 ms [2022-03-23 19:04:37 main:574] : INFO : Epoch 1649 | loss: 0.0341047 | val_loss: 0.0341313 | Time: 5334.16 ms [2022-03-23 19:04:42 main:574] : INFO : Epoch 1650 | loss: 0.0388936 | val_loss: 0.039041 | Time: 5325.86 ms [2022-03-23 19:04:48 main:574] : INFO : Epoch 1651 | loss: 0.0330257 | val_loss: 0.0317893 | Time: 5331.88 ms [2022-03-23 19:04:53 main:574] : INFO : Epoch 1652 | loss: 0.0314665 | val_loss: 0.0313219 | Time: 5333.13 ms [2022-03-23 19:04:58 main:574] : INFO : Epoch 1653 | loss: 0.0312829 | val_loss: 0.031264 | Time: 5326.54 ms [2022-03-23 19:05:04 main:574] : INFO : Epoch 1654 | loss: 0.0312512 | val_loss: 0.0312442 | Time: 5331.13 ms [2022-03-23 19:05:09 main:574] : INFO : Epoch 1655 | loss: 0.0312413 | val_loss: 0.0312375 | Time: 5333.82 ms [2022-03-23 19:05:14 main:574] : INFO : Epoch 1656 | loss: 0.0312354 | val_loss: 0.0312314 | Time: 5324.94 ms [2022-03-23 19:05:20 main:574] : INFO : Epoch 1657 | loss: 0.0312296 | val_loss: 0.0312256 | Time: 5328.65 ms [2022-03-23 19:05:25 main:574] : INFO : Epoch 1658 | loss: 0.031223 | val_loss: 0.0312175 | Time: 5325.88 ms [2022-03-23 19:05:30 main:574] : INFO : Epoch 1659 | loss: 0.031215 | val_loss: 0.0312083 | Time: 5324.99 ms [2022-03-23 19:05:36 main:574] : INFO : Epoch 1660 | loss: 0.0312058 | val_loss: 0.0311983 | Time: 5330.85 ms [2022-03-23 19:05:41 main:574] : INFO : Epoch 1661 | loss: 0.0311964 | val_loss: 0.0311893 | Time: 5326.6 ms [2022-03-23 19:05:46 main:574] : INFO : Epoch 1662 | loss: 0.0311888 | val_loss: 0.0311818 | Time: 5329.07 ms [2022-03-23 19:05:52 main:574] : INFO : Epoch 1663 | loss: 0.031183 | val_loss: 0.0311784 | Time: 5339.46 ms [2022-03-23 19:05:57 main:574] : INFO : Epoch 1664 | loss: 0.03118 | val_loss: 0.0311766 | Time: 5329.95 ms [2022-03-23 19:06:02 main:574] : INFO : Epoch 1665 | loss: 0.0311785 | val_loss: 0.0311751 | Time: 5339.7 ms [2022-03-23 19:06:08 main:574] : INFO : Epoch 1666 | loss: 0.0311771 | val_loss: 0.0311753 | Time: 5331.8 ms [2022-03-23 19:06:13 main:574] : INFO : Epoch 1667 | loss: 0.0311762 | val_loss: 0.0311733 | Time: 5325.2 ms [2022-03-23 19:06:18 main:574] : INFO : Epoch 1668 | loss: 0.031175 | val_loss: 0.0311737 | Time: 5341.74 ms [2022-03-23 19:06:24 main:574] : INFO : Epoch 1669 | loss: 0.0311747 | val_loss: 0.0311732 | Time: 5338.89 ms [2022-03-23 19:06:29 main:574] : INFO : Epoch 1670 | loss: 0.0311738 | val_loss: 0.0311725 | Time: 5329.93 ms [2022-03-23 19:06:34 main:574] : INFO : Epoch 1671 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 5324.44 ms [2022-03-23 19:06:40 main:574] : INFO : Epoch 1672 | loss: 0.0311714 | val_loss: 0.0311708 | Time: 5329.82 ms [2022-03-23 19:06:45 main:574] : INFO : Epoch 1673 | loss: 0.0311709 | val_loss: 0.031171 | Time: 5336.09 ms [2022-03-23 19:06:50 main:574] : INFO : Epoch 1674 | loss: 0.0311702 | val_loss: 0.0311703 | Time: 5326.62 ms [2022-03-23 19:06:56 main:574] : INFO : Epoch 1675 | loss: 0.0311693 | val_loss: 0.0311704 | Time: 5338.77 ms [2022-03-23 19:07:01 main:574] : INFO : Epoch 1676 | loss: 0.0311683 | val_loss: 0.0311702 | Time: 5332.91 ms [2022-03-23 19:07:06 main:574] : INFO : Epoch 1677 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 5327.46 ms [2022-03-23 19:07:12 main:574] : INFO : Epoch 1678 | loss: 0.0311662 | val_loss: 0.0311695 | Time: 5324.51 ms [2022-03-23 19:07:17 main:574] : INFO : Epoch 1679 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 5327.35 ms [2022-03-23 19:07:22 main:574] : INFO : Epoch 1680 | loss: 0.031164 | val_loss: 0.0311697 | Time: 5330.74 ms [2022-03-23 19:07:28 main:574] : INFO : Epoch 1681 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 5331.36 ms [2022-03-23 19:07:33 main:574] : INFO : Epoch 1682 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 5331.25 ms [2022-03-23 19:07:38 main:574] : INFO : Epoch 1683 | loss: 0.0311622 | val_loss: 0.0311668 | Time: 5331.03 ms [2022-03-23 19:07:44 main:574] : INFO : Epoch 1684 | loss: 0.031162 | val_loss: 0.0311673 | Time: 5337.65 ms [2022-03-23 19:07:49 main:574] : INFO : Epoch 1685 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 5326.47 ms [2022-03-23 19:07:54 main:574] : INFO : Epoch 1686 | loss: 0.0311604 | val_loss: 0.0311664 | Time: 5330.41 ms [2022-03-23 19:08:00 main:574] : INFO : Epoch 1687 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 5331.99 ms [2022-03-23 19:08:05 main:574] : INFO : Epoch 1688 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 5333.09 ms [2022-03-23 19:08:10 main:574] : INFO : Epoch 1689 | loss: 0.0311582 | val_loss: 0.0311653 | Time: 5340.62 ms [2022-03-23 19:08:16 main:574] : INFO : Epoch 1690 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 5333.02 ms [2022-03-23 19:08:21 main:574] : INFO : Epoch 1691 | loss: 0.031158 | val_loss: 0.0311643 | Time: 5336.19 ms [2022-03-23 19:08:26 main:574] : INFO : Epoch 1692 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 5326.59 ms [2022-03-23 19:08:32 main:574] : INFO : Epoch 1693 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 5329.8 ms [2022-03-23 19:08:37 main:574] : INFO : Epoch 1694 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 5336.28 ms [2022-03-23 19:08:42 main:574] : INFO : Epoch 1695 | loss: 0.0311547 | val_loss: 0.0311641 | Time: 5337.99 ms [2022-03-23 19:08:48 main:574] : INFO : Epoch 1696 | loss: 0.0311543 | val_loss: 0.0311633 | Time: 5335.68 ms [2022-03-23 19:08:53 main:574] : INFO : Epoch 1697 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 5331.48 ms [2022-03-23 19:08:58 main:574] : INFO : Epoch 1698 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 5327.82 ms [2022-03-23 19:09:04 main:574] : INFO : Epoch 1699 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 5338.09 ms [2022-03-23 19:09:09 main:574] : INFO : Epoch 1700 | loss: 0.0311544 | val_loss: 0.0311631 | Time: 5332.55 ms [2022-03-23 19:09:14 main:574] : INFO : Epoch 1701 | loss: 0.031154 | val_loss: 0.031163 | Time: 5338.53 ms [2022-03-23 19:09:20 main:574] : INFO : Epoch 1702 | loss: 0.0311529 | val_loss: 0.0311616 | Time: 5331.12 ms [2022-03-23 19:09:25 main:574] : INFO : Epoch 1703 | loss: 0.0311519 | val_loss: 0.031162 | Time: 5330.38 ms [2022-03-23 19:09:30 main:574] : INFO : Epoch 1704 | loss: 0.0311528 | val_loss: 0.0311614 | Time: 5332.76 ms [2022-03-23 19:09:36 main:574] : INFO : Epoch 1705 | loss: 0.0311534 | val_loss: 0.031169 | Time: 5328.73 ms [2022-03-23 19:09:41 main:574] : INFO : Epoch 1706 | loss: 0.0311525 | val_loss: 0.0311618 | Time: 5336.5 ms [2022-03-23 19:09:46 main:574] : INFO : Epoch 1707 | loss: 0.0311519 | val_loss: 0.03116 | Time: 5329.35 ms [2022-03-23 19:09:52 main:574] : INFO : Epoch 1708 | loss: 0.0311497 | val_loss: 0.0311602 | Time: 5327.76 ms [2022-03-23 19:09:57 main:574] : INFO : Epoch 1709 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 5329.5 ms [2022-03-23 19:10:02 main:574] : INFO : Epoch 1710 | loss: 0.0311496 | val_loss: 0.0311591 | Time: 5335.35 ms [2022-03-23 19:10:08 main:574] : INFO : Epoch 1711 | loss: 0.0311531 | val_loss: 0.0311595 | Time: 5328.57 ms [2022-03-23 19:10:13 main:574] : INFO : Epoch 1712 | loss: 0.0311501 | val_loss: 0.0311588 | Time: 5333.63 ms [2022-03-23 19:10:18 main:574] : INFO : Epoch 1713 | loss: 0.0311479 | val_loss: 0.0311574 | Time: 5327.97 ms [2022-03-23 19:10:24 main:574] : INFO : Epoch 1714 | loss: 0.0311473 | val_loss: 0.0311575 | Time: 5331.07 ms [2022-03-23 19:10:29 main:574] : INFO : Epoch 1715 | loss: 0.0311467 | val_loss: 0.0311569 | Time: 5330.1 ms [2022-03-23 19:10:34 main:574] : INFO : Epoch 1716 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 5330.36 ms [2022-03-23 19:10:40 main:574] : INFO : Epoch 1717 | loss: 0.0311483 | val_loss: 0.0311559 | Time: 5339.39 ms [2022-03-23 19:10:45 main:574] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311549 | Time: 5327.09 ms [2022-03-23 19:10:50 main:574] : INFO : Epoch 1719 | loss: 0.031145 | val_loss: 0.0311543 | Time: 5329.24 ms [2022-03-23 19:10:56 main:574] : INFO : Epoch 1720 | loss: 0.0311452 | val_loss: 0.0311564 | Time: 5329.54 ms [2022-03-23 19:11:01 main:574] : INFO : Epoch 1721 | loss: 0.0311442 | val_loss: 0.0311538 | Time: 5333.79 ms [2022-03-23 19:11:06 main:574] : INFO : Epoch 1722 | loss: 0.0311424 | val_loss: 0.0311546 | Time: 5330.81 ms [2022-03-23 19:11:12 main:574] : INFO : Epoch 1723 | loss: 0.0311425 | val_loss: 0.0311561 | Time: 5321.78 ms [2022-03-23 19:11:17 main:574] : INFO : Epoch 1724 | loss: 0.0311429 | val_loss: 0.0311554 | Time: 5334.23 ms [2022-03-23 19:11:23 main:574] : INFO : Epoch 1725 | loss: 0.031146 | val_loss: 0.0311528 | Time: 5341.32 ms [2022-03-23 19:11:28 main:574] : INFO : Epoch 1726 | loss: 0.0311442 | val_loss: 0.0311546 | Time: 5325.9 ms [2022-03-23 19:11:33 main:574] : INFO : Epoch 1727 | loss: 0.0311435 | val_loss: 0.0311519 | Time: 5324.14 ms [2022-03-23 19:11:38 main:574] : INFO : Epoch 1728 | loss: 0.0311421 | val_loss: 0.0311531 | Time: 5330.17 ms [2022-03-23 19:11:44 main:574] : INFO : Epoch 1729 | loss: 0.031143 | val_loss: 0.0311539 | Time: 5328.05 ms [2022-03-23 19:11:49 main:574] : INFO : Epoch 1730 | loss: 0.0311442 | val_loss: 0.0311533 | Time: 5331.71 ms [2022-03-23 19:11:55 main:574] : INFO : Epoch 1731 | loss: 0.0311425 | val_loss: 0.0311564 | Time: 5332.75 ms [2022-03-23 19:12:00 main:574] : INFO : Epoch 1732 | loss: 0.0311412 | val_loss: 0.0311548 | Time: 5328.08 ms [2022-03-23 19:12:05 main:574] : INFO : Epoch 1733 | loss: 0.0311415 | val_loss: 0.0311511 | Time: 5328.63 ms [2022-03-23 19:12:10 main:574] : INFO : Epoch 1734 | loss: 0.0311406 | val_loss: 0.0311521 | Time: 5321.58 ms [2022-03-23 19:12:16 main:574] : INFO : Epoch 1735 | loss: 0.0311406 | val_loss: 0.0311513 | Time: 5336.26 ms [2022-03-23 19:12:21 main:574] : INFO : Epoch 1736 | loss: 0.0311393 | val_loss: 0.0311523 | Time: 5330.46 ms [2022-03-23 19:12:27 main:574] : INFO : Epoch 1737 | loss: 0.0311393 | val_loss: 0.0311531 | Time: 5332.32 ms [2022-03-23 19:12:32 main:574] : INFO : Epoch 1738 | loss: 0.0311423 | val_loss: 0.0311581 | Time: 5333.94 ms [2022-03-23 19:12:37 main:574] : INFO : Epoch 1739 | loss: 0.031143 | val_loss: 0.0311505 | Time: 5340.33 ms [2022-03-23 19:12:43 main:574] : INFO : Epoch 1740 | loss: 0.0311407 | val_loss: 0.0311518 | Time: 5330.31 ms [2022-03-23 19:12:48 main:574] : INFO : Epoch 1741 | loss: 0.0311409 | val_loss: 0.0311523 | Time: 5327.06 ms [2022-03-23 19:12:53 main:574] : INFO : Epoch 1742 | loss: 0.0311398 | val_loss: 0.0311526 | Time: 5326.61 ms [2022-03-23 19:12:59 main:574] : INFO : Epoch 1743 | loss: 0.031141 | val_loss: 0.0311516 | Time: 5330.69 ms [2022-03-23 19:13:04 main:574] : INFO : Epoch 1744 | loss: 0.0311401 | val_loss: 0.0311497 | Time: 5333.5 ms [2022-03-23 19:13:09 main:574] : INFO : Epoch 1745 | loss: 0.0311385 | val_loss: 0.0311511 | Time: 5337.76 ms [2022-03-23 19:13:15 main:574] : INFO : Epoch 1746 | loss: 0.0311396 | val_loss: 0.0311536 | Time: 5333.21 ms [2022-03-23 19:13:20 main:574] : INFO : Epoch 1747 | loss: 0.0311385 | val_loss: 0.0311519 | Time: 5327.13 ms [2022-03-23 19:13:25 main:574] : INFO : Epoch 1748 | loss: 0.0311378 | val_loss: 0.0311496 | Time: 5338.65 ms [2022-03-23 19:13:31 main:574] : INFO : Epoch 1749 | loss: 0.031137 | val_loss: 0.0311506 | Time: 5326.71 ms [2022-03-23 19:13:36 main:574] : INFO : Epoch 1750 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 5327.76 ms [2022-03-23 19:13:41 main:574] : INFO : Epoch 1751 | loss: 0.0311371 | val_loss: 0.0311521 | Time: 5331.4 ms [2022-03-23 19:13:47 main:574] : INFO : Epoch 1752 | loss: 0.0311365 | val_loss: 0.0311521 | Time: 5336.77 ms [2022-03-23 19:13:52 main:574] : INFO : Epoch 1753 | loss: 0.0311365 | val_loss: 0.0311517 | Time: 5341.88 ms [2022-03-23 19:13:57 main:574] : INFO : Epoch 1754 | loss: 0.0311389 | val_loss: 0.0311566 | Time: 5327.48 ms [2022-03-23 19:14:03 main:574] : INFO : Epoch 1755 | loss: 0.0311467 | val_loss: 0.0311573 | Time: 5330.82 ms [2022-03-23 19:14:08 main:574] : INFO : Epoch 1756 | loss: 0.0311479 | val_loss: 0.0311554 | Time: 5327.94 ms [2022-03-23 19:14:13 main:574] : INFO : Epoch 1757 | loss: 0.0311487 | val_loss: 0.0311569 | Time: 5329.63 ms [2022-03-23 19:14:19 main:574] : INFO : Epoch 1758 | loss: 0.0311504 | val_loss: 0.0311529 | Time: 5341.3 ms [2022-03-23 19:14:24 main:574] : INFO : Epoch 1759 | loss: 0.0311497 | val_loss: 0.0311537 | Time: 5337.37 ms [2022-03-23 19:14:29 main:574] : INFO : Epoch 1760 | loss: 0.0311452 | val_loss: 0.0311539 | Time: 5328.5 ms [2022-03-23 19:14:35 main:574] : INFO : Epoch 1761 | loss: 0.0311443 | val_loss: 0.031156 | Time: 5329.21 ms [2022-03-23 19:14:40 main:574] : INFO : Epoch 1762 | loss: 0.0311436 | val_loss: 0.0311576 | Time: 5324.24 ms [2022-03-23 19:14:45 main:574] : INFO : Epoch 1763 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 5314.3 ms [2022-03-23 19:14:51 main:574] : INFO : Epoch 1764 | loss: 0.0311443 | val_loss: 0.0311533 | Time: 5329.13 ms [2022-03-23 19:14:56 main:574] : INFO : Epoch 1765 | loss: 0.0311446 | val_loss: 0.0311525 | Time: 5329.73 ms [2022-03-23 19:15:01 main:574] : INFO : Epoch 1766 | loss: 0.0311416 | val_loss: 0.0311522 | Time: 5339.4 ms [2022-03-23 19:15:07 main:574] : INFO : Epoch 1767 | loss: 0.03114 | val_loss: 0.0311547 | Time: 5339.82 ms [2022-03-23 19:15:12 main:574] : INFO : Epoch 1768 | loss: 0.0311406 | val_loss: 0.0311519 | Time: 5335.44 ms [2022-03-23 19:15:17 main:574] : INFO : Epoch 1769 | loss: 0.0311394 | val_loss: 0.0311555 | Time: 5331 ms [2022-03-23 19:15:23 main:574] : INFO : Epoch 1770 | loss: 0.031143 | val_loss: 0.0311515 | Time: 5332.23 ms [2022-03-23 19:15:28 main:574] : INFO : Epoch 1771 | loss: 0.0311403 | val_loss: 0.0311511 | Time: 5326.89 ms [2022-03-23 19:15:33 main:574] : INFO : Epoch 1772 | loss: 0.0311396 | val_loss: 0.0311505 | Time: 5323.01 ms [2022-03-23 19:15:39 main:574] : INFO : Epoch 1773 | loss: 0.0311391 | val_loss: 0.0311474 | Time: 5331.35 ms [2022-03-23 19:15:44 main:574] : INFO : Epoch 1774 | loss: 0.0311389 | val_loss: 0.0311491 | Time: 5332.22 ms [2022-03-23 19:15:49 main:574] : INFO : Epoch 1775 | loss: 0.0311376 | val_loss: 0.031147 | Time: 5325.1 ms [2022-03-23 19:15:55 main:574] : INFO : Epoch 1776 | loss: 0.0311374 | val_loss: 0.0311536 | Time: 5334.75 ms [2022-03-23 19:16:00 main:574] : INFO : Epoch 1777 | loss: 0.0311373 | val_loss: 0.0311497 | Time: 5329.15 ms [2022-03-23 19:16:05 main:574] : INFO : Epoch 1778 | loss: 0.031139 | val_loss: 0.0311455 | Time: 5339.74 ms [2022-03-23 19:16:11 main:574] : INFO : Epoch 1779 | loss: 0.0311357 | val_loss: 0.0311445 | Time: 5333.9 ms [2022-03-23 19:16:16 main:574] : INFO : Epoch 1780 | loss: 0.031135 | val_loss: 0.0311474 | Time: 5324.74 ms [2022-03-23 19:16:21 main:574] : INFO : Epoch 1781 | loss: 0.0311366 | val_loss: 0.0311482 | Time: 5334.27 ms [2022-03-23 19:16:27 main:574] : INFO : Epoch 1782 | loss: 0.0311349 | val_loss: 0.0311494 | Time: 5324.57 ms [2022-03-23 19:16:32 main:574] : INFO : Epoch 1783 | loss: 0.0311368 | val_loss: 0.0311488 | Time: 5330.19 ms [2022-03-23 19:16:37 main:574] : INFO : Epoch 1784 | loss: 0.031138 | val_loss: 0.0311482 | Time: 5333.87 ms [2022-03-23 19:16:43 main:574] : INFO : Epoch 1785 | loss: 0.0311344 | val_loss: 0.031146 | Time: 5332.08 ms [2022-03-23 19:16:48 main:574] : INFO : Epoch 1786 | loss: 0.0311344 | val_loss: 0.0311457 | Time: 5332.63 ms [2022-03-23 19:16:53 main:574] : INFO : Epoch 1787 | loss: 0.0311357 | val_loss: 0.0311448 | Time: 5335.41 ms [2022-03-23 19:16:59 main:574] : INFO : Epoch 1788 | loss: 0.0311341 | val_loss: 0.0311459 | Time: 5341.14 ms [2022-03-23 19:17:04 main:574] : INFO : Epoch 1789 | loss: 0.0311343 | val_loss: 0.0311446 | Time: 5329.27 ms [2022-03-23 19:17:09 main:574] : INFO : Epoch 1790 | loss: 0.0311327 | val_loss: 0.0311487 | Time: 5345.51 ms [2022-03-23 19:17:15 main:574] : INFO : Epoch 1791 | loss: 0.0311362 | val_loss: 0.031152 | Time: 5328.34 ms [2022-03-23 19:17:20 main:574] : INFO : Epoch 1792 | loss: 0.0311387 | val_loss: 0.0311458 | Time: 5334.12 ms [2022-03-23 19:17:25 main:574] : INFO : Epoch 1793 | loss: 0.0311351 | val_loss: 0.0311466 | Time: 5330.09 ms [2022-03-23 19:17:31 main:574] : INFO : Epoch 1794 | loss: 0.0311335 | val_loss: 0.0311454 | Time: 5351.79 ms [2022-03-23 19:17:36 main:574] : INFO : Epoch 1795 | loss: 0.0311341 | val_loss: 0.0311436 | Time: 5324.88 ms [2022-03-23 19:17:41 main:574] : INFO : Epoch 1796 | loss: 0.0311353 | val_loss: 0.031149 | Time: 5324.67 ms [2022-03-23 19:17:47 main:574] : INFO : Epoch 1797 | loss: 0.0311349 | val_loss: 0.0311487 | Time: 5333.08 ms [2022-03-23 19:17:52 main:574] : INFO : Epoch 1798 | loss: 0.0311326 | val_loss: 0.0311497 | Time: 5318.33 ms [2022-03-23 19:17:57 main:574] : INFO : Epoch 1799 | loss: 0.0311325 | val_loss: 0.0311448 | Time: 5329.22 ms [2022-03-23 19:18:03 main:574] : INFO : Epoch 1800 | loss: 0.0311391 | val_loss: 0.0311539 | Time: 5332.72 ms [2022-03-23 19:18:08 main:574] : INFO : Epoch 1801 | loss: 0.0311346 | val_loss: 0.0311458 | Time: 5336.09 ms [2022-03-23 19:18:13 main:574] : INFO : Epoch 1802 | loss: 0.031131 | val_loss: 0.0311453 | Time: 5332.14 ms [2022-03-23 19:18:19 main:574] : INFO : Epoch 1803 | loss: 0.0311311 | val_loss: 0.0311464 | Time: 5326.9 ms [2022-03-23 19:18:24 main:574] : INFO : Epoch 1804 | loss: 0.0311315 | val_loss: 0.0311493 | Time: 5328.27 ms [2022-03-23 19:18:29 main:574] : INFO : Epoch 1805 | loss: 0.0311333 | val_loss: 0.031146 | Time: 5332.29 ms [2022-03-23 19:18:35 main:574] : INFO : Epoch 1806 | loss: 0.0311312 | val_loss: 0.0311461 | Time: 5337.48 ms [2022-03-23 19:18:40 main:574] : INFO : Epoch 1807 | loss: 0.0311401 | val_loss: 0.0311521 | Time: 5334.32 ms [2022-03-23 19:18:45 main:574] : INFO : Epoch 1808 | loss: 0.0311413 | val_loss: 0.0311486 | Time: 5330.57 ms [2022-03-23 19:18:51 main:574] : INFO : Epoch 1809 | loss: 0.0311388 | val_loss: 0.0311466 | Time: 5332.72 ms [2022-03-23 19:18:56 main:574] : INFO : Epoch 1810 | loss: 0.0311345 | val_loss: 0.0311476 | Time: 5336.51 ms [2022-03-23 19:19:01 main:574] : INFO : Epoch 1811 | loss: 0.031134 | val_loss: 0.0311471 | Time: 5326.14 ms [2022-03-23 19:19:07 main:574] : INFO : Epoch 1812 | loss: 0.0311334 | val_loss: 0.0311495 | Time: 5332.47 ms [2022-03-23 19:19:12 main:574] : INFO : Epoch 1813 | loss: 0.0311319 | val_loss: 0.0311418 | Time: 5327.44 ms [2022-03-23 19:19:17 main:574] : INFO : Epoch 1814 | loss: 0.0311297 | val_loss: 0.0311424 | Time: 5332.15 ms [2022-03-23 19:19:23 main:574] : INFO : Epoch 1815 | loss: 0.0311275 | val_loss: 0.0311428 | Time: 5337.79 ms [2022-03-23 19:19:28 main:574] : INFO : Epoch 1816 | loss: 0.0311265 | val_loss: 0.0311435 | Time: 5332.6 ms [2022-03-23 19:19:33 main:574] : INFO : Epoch 1817 | loss: 0.0311283 | val_loss: 0.0311439 | Time: 5331.17 ms [2022-03-23 19:19:39 main:574] : INFO : Epoch 1818 | loss: 0.0311287 | val_loss: 0.0311416 | Time: 5330.48 ms [2022-03-23 19:19:44 main:574] : INFO : Epoch 1819 | loss: 0.0311281 | val_loss: 0.0311441 | Time: 5325.61 ms [2022-03-23 19:19:49 main:574] : INFO : Epoch 1820 | loss: 0.0311289 | val_loss: 0.031145 | Time: 5330.17 ms [2022-03-23 19:19:55 main:574] : INFO : Epoch 1821 | loss: 0.0311289 | val_loss: 0.0311434 | Time: 5328.69 ms [2022-03-23 19:20:00 main:574] : INFO : Epoch 1822 | loss: 0.031128 | val_loss: 0.0311531 | Time: 5337.58 ms [2022-03-23 19:20:05 main:574] : INFO : Epoch 1823 | loss: 0.031128 | val_loss: 0.0311481 | Time: 5318.89 ms [2022-03-23 19:20:11 main:574] : INFO : Epoch 1824 | loss: 0.031133 | val_loss: 0.0311457 | Time: 5327.26 ms [2022-03-23 19:20:16 main:574] : INFO : Epoch 1825 | loss: 0.0311284 | val_loss: 0.0311432 | Time: 5336.4 ms [2022-03-23 19:20:21 main:574] : INFO : Epoch 1826 | loss: 0.0311264 | val_loss: 0.0311443 | Time: 5324.96 ms [2022-03-23 19:20:27 main:574] : INFO : Epoch 1827 | loss: 0.0311262 | val_loss: 0.0311449 | Time: 5330.63 ms [2022-03-23 19:20:32 main:574] : INFO : Epoch 1828 | loss: 0.0311278 | val_loss: 0.0311465 | Time: 5322.52 ms [2022-03-23 19:20:37 main:574] : INFO : Epoch 1829 | loss: 0.0311253 | val_loss: 0.0311437 | Time: 5331.62 ms [2022-03-23 19:20:43 main:574] : INFO : Epoch 1830 | loss: 0.031124 | val_loss: 0.0311473 | Time: 5337.57 ms [2022-03-23 19:20:48 main:574] : INFO : Epoch 1831 | loss: 0.0311236 | val_loss: 0.0311452 | Time: 5322.11 ms [2022-03-23 19:20:53 main:574] : INFO : Epoch 1832 | loss: 0.031123 | val_loss: 0.0311442 | Time: 5327.34 ms [2022-03-23 19:20:59 main:574] : INFO : Epoch 1833 | loss: 0.031124 | val_loss: 0.0311429 | Time: 5331.17 ms [2022-03-23 19:21:04 main:574] : INFO : Epoch 1834 | loss: 0.0311255 | val_loss: 0.0311422 | Time: 5330.9 ms [2022-03-23 19:21:09 main:574] : INFO : Epoch 1835 | loss: 0.0311233 | val_loss: 0.0311442 | Time: 5327.29 ms [2022-03-23 19:21:15 main:574] : INFO : Epoch 1836 | loss: 0.031123 | val_loss: 0.0311419 | Time: 5333.72 ms [2022-03-23 19:21:20 main:574] : INFO : Epoch 1837 | loss: 0.0311239 | val_loss: 0.0311513 | Time: 5320.72 ms [2022-03-23 19:21:25 main:574] : INFO : Epoch 1838 | loss: 0.0311276 | val_loss: 0.0311508 | Time: 5328.49 ms [2022-03-23 19:21:31 main:574] : INFO : Epoch 1839 | loss: 0.031128 | val_loss: 0.0311447 | Time: 5329.87 ms [2022-03-23 19:21:36 main:574] : INFO : Epoch 1840 | loss: 0.0311274 | val_loss: 0.0311415 | Time: 5335.2 ms [2022-03-23 19:21:41 main:574] : INFO : Epoch 1841 | loss: 0.0311252 | val_loss: 0.0311436 | Time: 5327.05 ms [2022-03-23 19:21:47 main:574] : INFO : Epoch 1842 | loss: 0.0311239 | val_loss: 0.0311549 | Time: 5331.31 ms [2022-03-23 19:21:52 main:574] : INFO : Epoch 1843 | loss: 0.0311223 | val_loss: 0.0311418 | Time: 5334.64 ms [2022-03-23 19:21:57 main:574] : INFO : Epoch 1844 | loss: 0.0311235 | val_loss: 0.0311464 | Time: 5326.55 ms [2022-03-23 19:22:03 main:574] : INFO : Epoch 1845 | loss: 0.031123 | val_loss: 0.0311434 | Time: 5324.15 ms [2022-03-23 19:22:08 main:574] : INFO : Epoch 1846 | loss: 0.0311219 | val_loss: 0.0311449 | Time: 5329.07 ms [2022-03-23 19:22:13 main:574] : INFO : Epoch 1847 | loss: 0.0311225 | val_loss: 0.0311452 | Time: 5336.88 ms [2022-03-23 19:22:19 main:574] : INFO : Epoch 1848 | loss: 0.0311226 | val_loss: 0.0311459 | Time: 5330.17 ms [2022-03-23 19:22:24 main:574] : INFO : Epoch 1849 | loss: 0.0311223 | val_loss: 0.0311491 | Time: 5331.77 ms [2022-03-23 19:22:29 main:574] : INFO : Epoch 1850 | loss: 0.0311206 | val_loss: 0.031146 | Time: 5328.81 ms [2022-03-23 19:22:35 main:574] : INFO : Epoch 1851 | loss: 0.0311223 | val_loss: 0.0311435 | Time: 5330.34 ms [2022-03-23 19:22:40 main:574] : INFO : Epoch 1852 | loss: 0.0311222 | val_loss: 0.031143 | Time: 5328.03 ms [2022-03-23 19:22:45 main:574] : INFO : Epoch 1853 | loss: 0.03112 | val_loss: 0.0311427 | Time: 5331.13 ms [2022-03-23 19:22:51 main:574] : INFO : Epoch 1854 | loss: 0.0311212 | val_loss: 0.0311471 | Time: 5320.35 ms [2022-03-23 19:22:56 main:574] : INFO : Epoch 1855 | loss: 0.0311231 | val_loss: 0.0311437 | Time: 5328.81 ms [2022-03-23 19:23:01 main:574] : INFO : Epoch 1856 | loss: 0.0311233 | val_loss: 0.0311542 | Time: 5326.66 ms [2022-03-23 19:23:07 main:574] : INFO : Epoch 1857 | loss: 0.031132 | val_loss: 0.0311431 | Time: 5332.04 ms [2022-03-23 19:23:12 main:574] : INFO : Epoch 1858 | loss: 0.0311299 | val_loss: 0.0311473 | Time: 5331.19 ms [2022-03-23 19:23:17 main:574] : INFO : Epoch 1859 | loss: 0.0311274 | val_loss: 0.0311435 | Time: 5333.27 ms [2022-03-23 19:23:23 main:574] : INFO : Epoch 1860 | loss: 0.031123 | val_loss: 0.0311395 | Time: 5324.69 ms [2022-03-23 19:23:28 main:574] : INFO : Epoch 1861 | loss: 0.0311242 | val_loss: 0.031141 | Time: 5330.64 ms [2022-03-23 19:23:33 main:574] : INFO : Epoch 1862 | loss: 0.0311248 | val_loss: 0.0311451 | Time: 5333.41 ms [2022-03-23 19:23:39 main:574] : INFO : Epoch 1863 | loss: 0.0311273 | val_loss: 0.0311427 | Time: 5331.74 ms [2022-03-23 19:23:44 main:574] : INFO : Epoch 1864 | loss: 0.0311253 | val_loss: 0.0311468 | Time: 5336.25 ms [2022-03-23 19:23:49 main:574] : INFO : Epoch 1865 | loss: 0.0311283 | val_loss: 0.0311434 | Time: 5333.68 ms [2022-03-23 19:23:55 main:574] : INFO : Epoch 1866 | loss: 0.0311277 | val_loss: 0.0311466 | Time: 5332.18 ms [2022-03-23 19:24:00 main:574] : INFO : Epoch 1867 | loss: 0.0311293 | val_loss: 0.0311433 | Time: 5321.38 ms [2022-03-23 19:24:05 main:574] : INFO : Epoch 1868 | loss: 0.0311248 | val_loss: 0.0311471 | Time: 5329.4 ms [2022-03-23 19:24:11 main:574] : INFO : Epoch 1869 | loss: 0.0311345 | val_loss: 0.0311499 | Time: 5325.94 ms [2022-03-23 19:24:16 main:574] : INFO : Epoch 1870 | loss: 0.0311247 | val_loss: 0.0311435 | Time: 5336.2 ms [2022-03-23 19:24:21 main:574] : INFO : Epoch 1871 | loss: 0.0311192 | val_loss: 0.0311416 | Time: 5340.96 ms [2022-03-23 19:24:27 main:574] : INFO : Epoch 1872 | loss: 0.0311198 | val_loss: 0.0311491 | Time: 5333.82 ms [2022-03-23 19:24:32 main:574] : INFO : Epoch 1873 | loss: 0.0311383 | val_loss: 0.0311485 | Time: 5333.95 ms [2022-03-23 19:24:37 main:574] : INFO : Epoch 1874 | loss: 0.0311336 | val_loss: 0.0311458 | Time: 5322.52 ms [2022-03-23 19:24:43 main:574] : INFO : Epoch 1875 | loss: 0.0311279 | val_loss: 0.0311401 | Time: 5329.4 ms [2022-03-23 19:24:48 main:574] : INFO : Epoch 1876 | loss: 0.0311246 | val_loss: 0.031141 | Time: 5331.51 ms [2022-03-23 19:24:53 main:574] : INFO : Epoch 1877 | loss: 0.0311247 | val_loss: 0.0311385 | Time: 5324.67 ms [2022-03-23 19:24:59 main:574] : INFO : Epoch 1878 | loss: 0.031123 | val_loss: 0.031141 | Time: 5335.6 ms [2022-03-23 19:25:04 main:574] : INFO : Epoch 1879 | loss: 0.0311206 | val_loss: 0.0311395 | Time: 5333.99 ms [2022-03-23 19:25:09 main:574] : INFO : Epoch 1880 | loss: 0.0311213 | val_loss: 0.0311402 | Time: 5325.56 ms [2022-03-23 19:25:15 main:574] : INFO : Epoch 1881 | loss: 0.0311271 | val_loss: 0.0311408 | Time: 5327.01 ms [2022-03-23 19:25:20 main:574] : INFO : Epoch 1882 | loss: 0.0311246 | val_loss: 0.0311401 | Time: 5338.65 ms [2022-03-23 19:25:26 main:574] : INFO : Epoch 1883 | loss: 0.0311218 | val_loss: 0.0311393 | Time: 5331.84 ms [2022-03-23 19:25:31 main:574] : INFO : Epoch 1884 | loss: 0.03112 | val_loss: 0.0311386 | Time: 5326.95 ms [2022-03-23 19:25:36 main:574] : INFO : Epoch 1885 | loss: 0.0311198 | val_loss: 0.0311422 | Time: 5329.76 ms [2022-03-23 19:25:42 main:574] : INFO : Epoch 1886 | loss: 0.0311191 | val_loss: 0.0311399 | Time: 5328.26 ms [2022-03-23 19:25:47 main:574] : INFO : Epoch 1887 | loss: 0.0311199 | val_loss: 0.0311416 | Time: 5323.56 ms [2022-03-23 19:25:52 main:574] : INFO : Epoch 1888 | loss: 0.0311248 | val_loss: 0.0311519 | Time: 5327.96 ms [2022-03-23 19:25:58 main:574] : INFO : Epoch 1889 | loss: 0.0311285 | val_loss: 0.0311405 | Time: 5329.94 ms [2022-03-23 19:26:03 main:574] : INFO : Epoch 1890 | loss: 0.0311228 | val_loss: 0.0311392 | Time: 5330.37 ms [2022-03-23 19:26:08 main:574] : INFO : Epoch 1891 | loss: 0.0311204 | val_loss: 0.0311426 | Time: 5336.53 ms [2022-03-23 19:26:14 main:574] : INFO : Epoch 1892 | loss: 0.0311203 | val_loss: 0.0311372 | Time: 5340.8 ms [2022-03-23 19:26:19 main:574] : INFO : Epoch 1893 | loss: 0.0311206 | val_loss: 0.0311394 | Time: 5328.82 ms [2022-03-23 19:26:24 main:574] : INFO : Epoch 1894 | loss: 0.0311195 | val_loss: 0.0311373 | Time: 5327.7 ms [2022-03-23 19:26:30 main:574] : INFO : Epoch 1895 | loss: 0.0311174 | val_loss: 0.0311414 | Time: 5326.08 ms [2022-03-23 19:26:35 main:574] : INFO : Epoch 1896 | loss: 0.0311193 | val_loss: 0.0311419 | Time: 5325.93 ms [2022-03-23 19:26:40 main:574] : INFO : Epoch 1897 | loss: 0.031119 | val_loss: 0.031144 | Time: 5331.85 ms [2022-03-23 19:26:46 main:574] : INFO : Epoch 1898 | loss: 0.0311303 | val_loss: 0.0311438 | Time: 5326.26 ms [2022-03-23 19:26:51 main:574] : INFO : Epoch 1899 | loss: 0.0311291 | val_loss: 0.0311443 | Time: 5335.14 ms [2022-03-23 19:26:56 main:574] : INFO : Epoch 1900 | loss: 0.0311271 | val_loss: 0.0311432 | Time: 5331.29 ms [2022-03-23 19:27:02 main:574] : INFO : Epoch 1901 | loss: 0.0311257 | val_loss: 0.0311396 | Time: 5324.62 ms [2022-03-23 19:27:07 main:574] : INFO : Epoch 1902 | loss: 0.0311216 | val_loss: 0.031141 | Time: 5332.99 ms [2022-03-23 19:27:12 main:574] : INFO : Epoch 1903 | loss: 0.0311185 | val_loss: 0.0311359 | Time: 5331.71 ms [2022-03-23 19:27:18 main:574] : INFO : Epoch 1904 | loss: 0.0311185 | val_loss: 0.0311389 | Time: 5332.16 ms [2022-03-23 19:27:23 main:574] : INFO : Epoch 1905 | loss: 0.031121 | val_loss: 0.0311394 | Time: 5325.35 ms [2022-03-23 19:27:28 main:574] : INFO : Epoch 1906 | loss: 0.0311242 | val_loss: 0.0311365 | Time: 5335.85 ms [2022-03-23 19:27:34 main:574] : INFO : Epoch 1907 | loss: 0.0311166 | val_loss: 0.0311408 | Time: 5341.01 ms [2022-03-23 19:27:39 main:574] : INFO : Epoch 1908 | loss: 0.0311205 | val_loss: 0.0311419 | Time: 5327.49 ms [2022-03-23 19:27:44 main:574] : INFO : Epoch 1909 | loss: 0.0311214 | val_loss: 0.0311386 | Time: 5329.43 ms [2022-03-23 19:27:50 main:574] : INFO : Epoch 1910 | loss: 0.0311198 | val_loss: 0.0311394 | Time: 5334.07 ms [2022-03-23 19:27:55 main:574] : INFO : Epoch 1911 | loss: 0.0311173 | val_loss: 0.0311375 | Time: 5334.56 ms [2022-03-23 19:28:00 main:574] : INFO : Epoch 1912 | loss: 0.0311177 | val_loss: 0.0311395 | Time: 5340.14 ms [2022-03-23 19:28:06 main:574] : INFO : Epoch 1913 | loss: 0.0311169 | val_loss: 0.0311364 | Time: 5340.03 ms [2022-03-23 19:28:11 main:574] : INFO : Epoch 1914 | loss: 0.0311161 | val_loss: 0.0311387 | Time: 5329.87 ms [2022-03-23 19:28:16 main:574] : INFO : Epoch 1915 | loss: 0.0311172 | val_loss: 0.0311417 | Time: 5331.81 ms [2022-03-23 19:28:22 main:574] : INFO : Epoch 1916 | loss: 0.0311178 | val_loss: 0.0311435 | Time: 5323.34 ms [2022-03-23 19:28:27 main:574] : INFO : Epoch 1917 | loss: 0.031118 | val_loss: 0.0311423 | Time: 5325.2 ms [2022-03-23 19:28:32 main:574] : INFO : Epoch 1918 | loss: 0.0311164 | val_loss: 0.0311376 | Time: 5331.59 ms [2022-03-23 19:28:38 main:574] : INFO : Epoch 1919 | loss: 0.0311187 | val_loss: 0.0311532 | Time: 5326.41 ms [2022-03-23 19:28:43 main:574] : INFO : Epoch 1920 | loss: 0.0311198 | val_loss: 0.0311402 | Time: 5334.69 ms [2022-03-23 19:28:48 main:574] : INFO : Epoch 1921 | loss: 0.0311162 | val_loss: 0.0311422 | Time: 5329.55 ms [2022-03-23 19:28:54 main:574] : INFO : Epoch 1922 | loss: 0.0311174 | val_loss: 0.0311414 | Time: 5332.8 ms [2022-03-23 19:28:59 main:574] : INFO : Epoch 1923 | loss: 0.0311166 | val_loss: 0.031139 | Time: 5325.62 ms [2022-03-23 19:29:04 main:574] : INFO : Epoch 1924 | loss: 0.0311157 | val_loss: 0.0311445 | Time: 5324.34 ms [2022-03-23 19:29:10 main:574] : INFO : Epoch 1925 | loss: 0.031117 | val_loss: 0.0311474 | Time: 5321.54 ms [2022-03-23 19:29:15 main:574] : INFO : Epoch 1926 | loss: 0.0311158 | val_loss: 0.0311398 | Time: 5326.61 ms [2022-03-23 19:29:20 main:574] : INFO : Epoch 1927 | loss: 0.031115 | val_loss: 0.0311386 | Time: 5329.42 ms [2022-03-23 19:29:26 main:574] : INFO : Epoch 1928 | loss: 0.0311128 | val_loss: 0.031138 | Time: 5335.63 ms [2022-03-23 19:29:31 main:574] : INFO : Epoch 1929 | loss: 0.0311223 | val_loss: 0.0311436 | Time: 5331.43 ms [2022-03-23 19:29:36 main:574] : INFO : Epoch 1930 | loss: 0.0311252 | val_loss: 0.0311438 | Time: 5326.78 ms [2022-03-23 19:29:42 main:574] : INFO : Epoch 1931 | loss: 0.0311283 | val_loss: 0.031139 | Time: 5335.52 ms [2022-03-23 19:29:47 main:574] : INFO : Epoch 1932 | loss: 0.0311207 | val_loss: 0.0311366 | Time: 5316.01 ms [2022-03-23 19:29:52 main:574] : INFO : Epoch 1933 | loss: 0.0311223 | val_loss: 0.0311392 | Time: 5327 ms [2022-03-23 19:29:58 main:574] : INFO : Epoch 1934 | loss: 0.0311207 | val_loss: 0.0311388 | Time: 5335.41 ms [2022-03-23 19:30:03 main:574] : INFO : Epoch 1935 | loss: 0.0311252 | val_loss: 0.0311493 | Time: 5329.37 ms [2022-03-23 19:30:08 main:574] : INFO : Epoch 1936 | loss: 0.03113 | val_loss: 0.031144 | Time: 5326.74 ms [2022-03-23 19:30:14 main:574] : INFO : Epoch 1937 | loss: 0.0311245 | val_loss: 0.0311396 | Time: 5326.18 ms [2022-03-23 19:30:19 main:574] : INFO : Epoch 1938 | loss: 0.0311224 | val_loss: 0.0311529 | Time: 5335.27 ms [2022-03-23 19:30:24 main:574] : INFO : Epoch 1939 | loss: 0.0311233 | val_loss: 0.0311384 | Time: 5325.7 ms [2022-03-23 19:30:30 main:574] : INFO : Epoch 1940 | loss: 0.0311181 | val_loss: 0.0311385 | Time: 5335.82 ms [2022-03-23 19:30:35 main:574] : INFO : Epoch 1941 | loss: 0.0311197 | val_loss: 0.0311375 | Time: 5328.79 ms [2022-03-23 19:30:40 main:574] : INFO : Epoch 1942 | loss: 0.0311195 | val_loss: 0.0311413 | Time: 5331.83 ms [2022-03-23 19:30:46 main:574] : INFO : Epoch 1943 | loss: 0.0311219 | val_loss: 0.0311352 | Time: 5330.97 ms [2022-03-23 19:30:51 main:574] : INFO : Epoch 1944 | loss: 0.0311293 | val_loss: 0.0311417 | Time: 5327.12 ms [2022-03-23 19:30:56 main:574] : INFO : Epoch 1945 | loss: 0.0311286 | val_loss: 0.0311343 | Time: 5327.82 ms [2022-03-23 19:31:02 main:574] : INFO : Epoch 1946 | loss: 0.0311207 | val_loss: 0.0311443 | Time: 5329.45 ms [2022-03-23 19:31:07 main:574] : INFO : Epoch 1947 | loss: 0.0311196 | val_loss: 0.0311367 | Time: 5329.68 ms [2022-03-23 19:31:12 main:574] : INFO : Epoch 1948 | loss: 0.0311167 | val_loss: 0.03114 | Time: 5332.89 ms [2022-03-23 19:31:18 main:574] : INFO : Epoch 1949 | loss: 0.03113 | val_loss: 0.0311492 | Time: 5335.02 ms [2022-03-23 19:31:23 main:574] : INFO : Epoch 1950 | loss: 0.031137 | val_loss: 0.0311479 | Time: 5328.45 ms [2022-03-23 19:31:28 main:574] : INFO : Epoch 1951 | loss: 0.0311292 | val_loss: 0.0311422 | Time: 5326.36 ms [2022-03-23 19:31:34 main:574] : INFO : Epoch 1952 | loss: 0.0311262 | val_loss: 0.0311423 | Time: 5330.56 ms [2022-03-23 19:31:39 main:574] : INFO : Epoch 1953 | loss: 0.0311236 | val_loss: 0.0311398 | Time: 5328.91 ms [2022-03-23 19:31:44 main:574] : INFO : Epoch 1954 | loss: 0.0311227 | val_loss: 0.0311409 | Time: 5324.92 ms [2022-03-23 19:31:50 main:574] : INFO : Epoch 1955 | loss: 0.0311235 | val_loss: 0.0311417 | Time: 5340.68 ms [2022-03-23 19:31:55 main:574] : INFO : Epoch 1956 | loss: 0.0311232 | val_loss: 0.0311469 | Time: 5331.19 ms [2022-03-23 19:32:00 main:574] : INFO : Epoch 1957 | loss: 0.0311243 | val_loss: 0.0311501 | Time: 5330.83 ms [2022-03-23 19:32:06 main:574] : INFO : Epoch 1958 | loss: 0.0311234 | val_loss: 0.0311401 | Time: 5328.57 ms [2022-03-23 19:32:11 main:574] : INFO : Epoch 1959 | loss: 0.0311183 | val_loss: 0.0311368 | Time: 5328.48 ms [2022-03-23 19:32:16 main:574] : INFO : Epoch 1960 | loss: 0.0311173 | val_loss: 0.0311497 | Time: 5339.07 ms [2022-03-23 19:32:22 main:574] : INFO : Epoch 1961 | loss: 0.0311198 | val_loss: 0.0311363 | Time: 5322.77 ms [2022-03-23 19:32:27 main:574] : INFO : Epoch 1962 | loss: 0.0311259 | val_loss: 0.0311678 | Time: 5335.15 ms [2022-03-23 19:32:32 main:574] : INFO : Epoch 1963 | loss: 0.031151 | val_loss: 0.0311562 | Time: 5328.78 ms [2022-03-23 19:32:38 main:574] : INFO : Epoch 1964 | loss: 0.0311429 | val_loss: 0.0311503 | Time: 5328.71 ms [2022-03-23 19:32:43 main:574] : INFO : Epoch 1965 | loss: 0.031135 | val_loss: 0.0311448 | Time: 5322 ms [2022-03-23 19:32:48 main:574] : INFO : Epoch 1966 | loss: 0.031131 | val_loss: 0.0311443 | Time: 5335.94 ms [2022-03-23 19:32:54 main:574] : INFO : Epoch 1967 | loss: 0.0311301 | val_loss: 0.0311431 | Time: 5328.83 ms [2022-03-23 19:32:59 main:574] : INFO : Epoch 1968 | loss: 0.0311276 | val_loss: 0.0311421 | Time: 5333.99 ms [2022-03-23 19:33:04 main:574] : INFO : Epoch 1969 | loss: 0.0311241 | val_loss: 0.0311424 | Time: 5330.4 ms [2022-03-23 19:33:10 main:574] : INFO : Epoch 1970 | loss: 0.0311228 | val_loss: 0.0311398 | Time: 5326.89 ms [2022-03-23 19:33:15 main:574] : INFO : Epoch 1971 | loss: 0.0311219 | val_loss: 0.0311409 | Time: 5327.07 ms [2022-03-23 19:33:20 main:574] : INFO : Epoch 1972 | loss: 0.0311229 | val_loss: 0.0311408 | Time: 5327.92 ms [2022-03-23 19:33:26 main:574] : INFO : Epoch 1973 | loss: 0.0311241 | val_loss: 0.0311384 | Time: 5332.13 ms [2022-03-23 19:33:31 main:574] : INFO : Epoch 1974 | loss: 0.031121 | val_loss: 0.0311392 | Time: 5328.25 ms [2022-03-23 19:33:36 main:574] : INFO : Epoch 1975 | loss: 0.0311223 | val_loss: 0.031142 | Time: 5327.09 ms [2022-03-23 19:33:42 main:574] : INFO : Epoch 1976 | loss: 0.0311211 | val_loss: 0.0311425 | Time: 5340.58 ms [2022-03-23 19:33:47 main:574] : INFO : Epoch 1977 | loss: 0.031121 | val_loss: 0.0311395 | Time: 5335.58 ms [2022-03-23 19:33:52 main:574] : INFO : Epoch 1978 | loss: 0.0311182 | val_loss: 0.0311386 | Time: 5328.15 ms [2022-03-23 19:33:58 main:574] : INFO : Epoch 1979 | loss: 0.0311197 | val_loss: 0.0311463 | Time: 5328.07 ms [2022-03-23 19:34:03 main:574] : INFO : Epoch 1980 | loss: 0.0311246 | val_loss: 0.0311426 | Time: 5329.71 ms [2022-03-23 19:34:08 main:574] : INFO : Epoch 1981 | loss: 0.0311236 | val_loss: 0.0311392 | Time: 5326.15 ms [2022-03-23 19:34:14 main:574] : INFO : Epoch 1982 | loss: 0.031121 | val_loss: 0.0311427 | Time: 5328.33 ms [2022-03-23 19:34:19 main:574] : INFO : Epoch 1983 | loss: 0.03112 | val_loss: 0.0311402 | Time: 5341.95 ms [2022-03-23 19:34:24 main:574] : INFO : Epoch 1984 | loss: 0.0311188 | val_loss: 0.0311488 | Time: 5337.9 ms [2022-03-23 19:34:30 main:574] : INFO : Epoch 1985 | loss: 0.0311191 | val_loss: 0.0311425 | Time: 5330.37 ms [2022-03-23 19:34:35 main:574] : INFO : Epoch 1986 | loss: 0.0311149 | val_loss: 0.0311399 | Time: 5322.76 ms [2022-03-23 19:34:40 main:574] : INFO : Epoch 1987 | loss: 0.0311166 | val_loss: 0.031139 | Time: 5323.12 ms [2022-03-23 19:34:46 main:574] : INFO : Epoch 1988 | loss: 0.0311159 | val_loss: 0.0311512 | Time: 5327 ms [2022-03-23 19:34:51 main:574] : INFO : Epoch 1989 | loss: 0.0311193 | val_loss: 0.0311377 | Time: 5328.06 ms [2022-03-23 19:34:56 main:574] : INFO : Epoch 1990 | loss: 0.0311207 | val_loss: 0.0311371 | Time: 5347.29 ms [2022-03-23 19:35:02 main:574] : INFO : Epoch 1991 | loss: 0.0311161 | val_loss: 0.0311375 | Time: 5331.62 ms [2022-03-23 19:35:07 main:574] : INFO : Epoch 1992 | loss: 0.0311156 | val_loss: 0.0311412 | Time: 5328.9 ms [2022-03-23 19:35:12 main:574] : INFO : Epoch 1993 | loss: 0.0311177 | val_loss: 0.0311406 | Time: 5325.12 ms [2022-03-23 19:35:18 main:574] : INFO : Epoch 1994 | loss: 0.031117 | val_loss: 0.0311395 | Time: 5331.59 ms [2022-03-23 19:35:23 main:574] : INFO : Epoch 1995 | loss: 0.0311167 | val_loss: 0.0311396 | Time: 5328.76 ms [2022-03-23 19:35:28 main:574] : INFO : Epoch 1996 | loss: 0.0311151 | val_loss: 0.0311417 | Time: 5329.79 ms [2022-03-23 19:35:34 main:574] : INFO : Epoch 1997 | loss: 0.0311153 | val_loss: 0.0311406 | Time: 5332.72 ms [2022-03-23 19:35:39 main:574] : INFO : Epoch 1998 | loss: 0.0311141 | val_loss: 0.0311357 | Time: 5331.29 ms [2022-03-23 19:35:44 main:574] : INFO : Epoch 1999 | loss: 0.0311134 | val_loss: 0.031144 | Time: 5325.02 ms [2022-03-23 19:35:50 main:574] : INFO : Epoch 2000 | loss: 0.0311134 | val_loss: 0.0311354 | Time: 5325.5 ms [2022-03-23 19:35:55 main:574] : INFO : Epoch 2001 | loss: 0.0311148 | val_loss: 0.0311399 | Time: 5340.83 ms [2022-03-23 19:36:00 main:574] : INFO : Epoch 2002 | loss: 0.031113 | val_loss: 0.0311368 | Time: 5332.18 ms [2022-03-23 19:36:06 main:574] : INFO : Epoch 2003 | loss: 0.0311121 | val_loss: 0.0311402 | Time: 5329.96 ms [2022-03-23 19:36:11 main:574] : INFO : Epoch 2004 | loss: 0.0311122 | val_loss: 0.0311367 | Time: 5333.18 ms [2022-03-23 19:36:16 main:574] : INFO : Epoch 2005 | loss: 0.0311131 | val_loss: 0.0311358 | Time: 5334.54 ms [2022-03-23 19:36:22 main:574] : INFO : Epoch 2006 | loss: 0.0311173 | val_loss: 0.0311372 | Time: 5330.1 ms [2022-03-23 19:36:27 main:574] : INFO : Epoch 2007 | loss: 0.0311179 | val_loss: 0.0311372 | Time: 5326.29 ms [2022-03-23 19:36:32 main:574] : INFO : Epoch 2008 | loss: 0.0311169 | val_loss: 0.0311374 | Time: 5329.85 ms [2022-03-23 19:36:38 main:574] : INFO : Epoch 2009 | loss: 0.031116 | val_loss: 0.0311343 | Time: 5332.1 ms [2022-03-23 19:36:43 main:574] : INFO : Epoch 2010 | loss: 0.0311137 | val_loss: 0.0311384 | Time: 5344.21 ms [2022-03-23 19:36:48 main:574] : INFO : Epoch 2011 | loss: 0.031115 | val_loss: 0.0311355 | Time: 5335.72 ms [2022-03-23 19:36:54 main:574] : INFO : Epoch 2012 | loss: 0.0311119 | val_loss: 0.0311377 | Time: 5328.79 ms [2022-03-23 19:36:59 main:574] : INFO : Epoch 2013 | loss: 0.0311139 | val_loss: 0.0311446 | Time: 5329.26 ms [2022-03-23 19:37:04 main:574] : INFO : Epoch 2014 | loss: 0.0311128 | val_loss: 0.0311387 | Time: 5321.19 ms [2022-03-23 19:37:10 main:574] : INFO : Epoch 2015 | loss: 0.0311111 | val_loss: 0.031135 | Time: 5326.17 ms [2022-03-23 19:37:15 main:574] : INFO : Epoch 2016 | loss: 0.0311096 | val_loss: 0.0311361 | Time: 5326.91 ms [2022-03-23 19:37:20 main:574] : INFO : Epoch 2017 | loss: 0.031109 | val_loss: 0.0311393 | Time: 5325.8 ms [2022-03-23 19:37:26 main:574] : INFO : Epoch 2018 | loss: 0.0311111 | val_loss: 0.0311403 | Time: 5342.61 ms [2022-03-23 19:37:31 main:574] : INFO : Epoch 2019 | loss: 0.0311086 | val_loss: 0.0311376 | Time: 5332.83 ms [2022-03-23 19:37:36 main:574] : INFO : Epoch 2020 | loss: 0.0311122 | val_loss: 0.0311422 | Time: 5332.93 ms [2022-03-23 19:37:42 main:574] : INFO : Epoch 2021 | loss: 0.0311179 | val_loss: 0.031145 | Time: 5329.83 ms [2022-03-23 19:37:47 main:574] : INFO : Epoch 2022 | loss: 0.0311138 | val_loss: 0.0311385 | Time: 5363.6 ms [2022-03-23 19:37:52 main:574] : INFO : Epoch 2023 | loss: 0.0311103 | val_loss: 0.0311416 | Time: 5331.21 ms [2022-03-23 19:37:58 main:574] : INFO : Epoch 2024 | loss: 0.0311093 | val_loss: 0.0311366 | Time: 5333.27 ms [2022-03-23 19:38:03 main:574] : INFO : Epoch 2025 | loss: 0.0311083 | val_loss: 0.0311356 | Time: 5344.35 ms [2022-03-23 19:38:08 main:574] : INFO : Epoch 2026 | loss: 0.0311108 | val_loss: 0.0311401 | Time: 5338.74 ms [2022-03-23 19:38:14 main:574] : INFO : Epoch 2027 | loss: 0.0311098 | val_loss: 0.0311386 | Time: 5323.59 ms [2022-03-23 19:38:19 main:574] : INFO : Epoch 2028 | loss: 0.0311065 | val_loss: 0.0311363 | Time: 5332.81 ms [2022-03-23 19:38:24 main:574] : INFO : Epoch 2029 | loss: 0.0311075 | val_loss: 0.0311406 | Time: 5330.98 ms [2022-03-23 19:38:30 main:574] : INFO : Epoch 2030 | loss: 0.031109 | val_loss: 0.0311371 | Time: 5329.2 ms [2022-03-23 19:38:35 main:574] : INFO : Epoch 2031 | loss: 0.0311066 | val_loss: 0.0311403 | Time: 5340.28 ms [2022-03-23 19:38:40 main:574] : INFO : Epoch 2032 | loss: 0.0311083 | val_loss: 0.0311359 | Time: 5328.22 ms [2022-03-23 19:38:46 main:574] : INFO : Epoch 2033 | loss: 0.0311043 | val_loss: 0.031135 | Time: 5332.52 ms [2022-03-23 19:38:51 main:574] : INFO : Epoch 2034 | loss: 0.0311051 | val_loss: 0.031136 | Time: 5335.04 ms [2022-03-23 19:38:57 main:574] : INFO : Epoch 2035 | loss: 0.0311077 | val_loss: 0.0311418 | Time: 5331.54 ms [2022-03-23 19:39:02 main:574] : INFO : Epoch 2036 | loss: 0.0311063 | val_loss: 0.0311411 | Time: 5333.93 ms [2022-03-23 19:39:07 main:574] : INFO : Epoch 2037 | loss: 0.0311061 | val_loss: 0.031142 | Time: 5329.66 ms [2022-03-23 19:39:13 main:574] : INFO : Epoch 2038 | loss: 0.031112 | val_loss: 0.031142 | Time: 5325.97 ms [2022-03-23 19:39:18 main:574] : INFO : Epoch 2039 | loss: 0.0311104 | val_loss: 0.0311385 | Time: 5342.08 ms [2022-03-23 19:39:23 main:574] : INFO : Epoch 2040 | loss: 0.0311085 | val_loss: 0.0311411 | Time: 5329.82 ms [2022-03-23 19:39:29 main:574] : INFO : Epoch 2041 | loss: 0.0311111 | val_loss: 0.0311503 | Time: 5326.21 ms [2022-03-23 19:39:34 main:574] : INFO : Epoch 2042 | loss: 0.0311332 | val_loss: 0.031147 | Time: 5332.99 ms [2022-03-23 19:39:39 main:574] : INFO : Epoch 2043 | loss: 0.0311305 | val_loss: 0.0311432 | Time: 5333.15 ms [2022-03-23 19:39:45 main:574] : INFO : Epoch 2044 | loss: 0.0311232 | val_loss: 0.0311405 | Time: 5329.84 ms [2022-03-23 19:39:50 main:574] : INFO : Epoch 2045 | loss: 0.031121 | val_loss: 0.0311383 | Time: 5332.38 ms [2022-03-23 19:39:55 main:574] : INFO : Epoch 2046 | loss: 0.0311183 | val_loss: 0.0311384 | Time: 5323.85 ms [2022-03-23 19:40:01 main:574] : INFO : Epoch 2047 | loss: 0.0311147 | val_loss: 0.0311382 | Time: 5329.42 ms [2022-03-23 19:40:06 main:574] : INFO : Epoch 2048 | loss: 0.0311133 | val_loss: 0.0311362 | Time: 5332.26 ms [2022-03-23 19:40:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311362 [2022-03-23 19:40:06 main:603] : INFO : Saving end state to config to file [2022-03-23 19:40:06 main:608] : INFO : Success, exiting.. 19:40:06 (13864): 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)