Task 8225594
| Name | ParityModified-1634619243-6509-0_0 |
| Workunit | 5754130 |
| Created | 19 Oct 2021, 4:54:04 UTC |
| Sent | 22 Oct 2021, 8:14:06 UTC |
| Report deadline | 30 Oct 2021, 8:14:06 UTC |
| Received | 22 Oct 2021, 9:09:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 55 min |
| CPU time | 53 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,738.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310346 | val_loss: 0.0312573 | Time: 1567.27 ms
[2021-10-22 10:55:50 main:574] : INFO : Epoch 1543 | loss: 0.0310349 | val_loss: 0.031256 | Time: 1569.8 ms
[2021-10-22 10:55:52 main:574] : INFO : Epoch 1544 | loss: 0.0310375 | val_loss: 0.0312562 | Time: 1636.14 ms
[2021-10-22 10:55:53 main:574] : INFO : Epoch 1545 | loss: 0.0310329 | val_loss: 0.0312614 | Time: 1561.32 ms
[2021-10-22 10:55:55 main:574] : INFO : Epoch 1546 | loss: 0.0310427 | val_loss: 0.0312465 | Time: 1577.53 ms
[2021-10-22 10:55:57 main:574] : INFO : Epoch 1547 | loss: 0.0310331 | val_loss: 0.031251 | Time: 1568.51 ms
[2021-10-22 10:55:58 main:574] : INFO : Epoch 1548 | loss: 0.0310294 | val_loss: 0.0312641 | Time: 1543.54 ms
[2021-10-22 10:56:00 main:574] : INFO : Epoch 1549 | loss: 0.0310232 | val_loss: 0.0312615 | Time: 1574.61 ms
[2021-10-22 10:56:01 main:574] : INFO : Epoch 1550 | loss: 0.0310262 | val_loss: 0.0312624 | Time: 1569.22 ms
[2021-10-22 10:56:03 main:574] : INFO : Epoch 1551 | loss: 0.0310302 | val_loss: 0.0312592 | Time: 1625.81 ms
[2021-10-22 10:56:05 main:574] : INFO : Epoch 1552 | loss: 0.0310349 | val_loss: 0.0312551 | Time: 1562.47 ms
[2021-10-22 10:56:06 main:574] : INFO : Epoch 1553 | loss: 0.0310433 | val_loss: 0.0312605 | Time: 1549.55 ms
[2021-10-22 10:56:08 main:574] : INFO : Epoch 1554 | loss: 0.0310363 | val_loss: 0.0312502 | Time: 1563.65 ms
[2021-10-22 10:56:09 main:574] : INFO : Epoch 1555 | loss: 0.0310325 | val_loss: 0.0312604 | Time: 1555.81 ms
[2021-10-22 10:56:11 main:574] : INFO : Epoch 1556 | loss: 0.0310282 | val_loss: 0.0312517 | Time: 1562.29 ms
[2021-10-22 10:56:12 main:574] : INFO : Epoch 1557 | loss: 0.0310222 | val_loss: 0.0312681 | Time: 1563.43 ms
[2021-10-22 10:56:14 main:574] : INFO : Epoch 1558 | loss: 0.0310287 | val_loss: 0.0312575 | Time: 1551.4 ms
[2021-10-22 10:56:16 main:574] : INFO : Epoch 1559 | loss: 0.0310296 | val_loss: 0.0312591 | Time: 1579.29 ms
[2021-10-22 10:56:17 main:574] : INFO : Epoch 1560 | loss: 0.0310285 | val_loss: 0.0312578 | Time: 1559.87 ms
[2021-10-22 10:56:19 main:574] : INFO : Epoch 1561 | loss: 0.031034 | val_loss: 0.0312595 | Time: 1561.25 ms
[2021-10-22 10:56:20 main:574] : INFO : Epoch 1562 | loss: 0.0310272 | val_loss: 0.0312577 | Time: 1552.16 ms
[2021-10-22 10:56:22 main:574] : INFO : Epoch 1563 | loss: 0.0310322 | val_loss: 0.0312587 | Time: 1561.29 ms
[2021-10-22 10:56:24 main:574] : INFO : Epoch 1564 | loss: 0.0310311 | val_loss: 0.0312692 | Time: 1561.2 ms
[2021-10-22 10:56:25 main:574] : INFO : Epoch 1565 | loss: 0.0310335 | val_loss: 0.0312545 | Time: 1559.52 ms
[2021-10-22 10:56:27 main:574] : INFO : Epoch 1566 | loss: 0.0310282 | val_loss: 0.0312688 | Time: 1574.27 ms
[2021-10-22 10:56:28 main:574] : INFO : Epoch 1567 | loss: 0.0310293 | val_loss: 0.0312519 | Time: 1560.51 ms
[2021-10-22 10:56:30 main:574] : INFO : Epoch 1568 | loss: 0.0310358 | val_loss: 0.031247 | Time: 1564.33 ms
[2021-10-22 10:56:31 main:574] : INFO : Epoch 1569 | loss: 0.0310339 | val_loss: 0.0312622 | Time: 1618.64 ms
[2021-10-22 10:56:33 main:574] : INFO : Epoch 1570 | loss: 0.0310316 | val_loss: 0.031267 | Time: 1565.09 ms
[2021-10-22 10:56:35 main:574] : INFO : Epoch 1571 | loss: 0.031024 | val_loss: 0.0312613 | Time: 1571.38 ms
[2021-10-22 10:56:36 main:574] : INFO : Epoch 1572 | loss: 0.0310242 | val_loss: 0.0312744 | Time: 1553.38 ms
[2021-10-22 10:56:38 main:574] : INFO : Epoch 1573 | loss: 0.0310245 | val_loss: 0.0312586 | Time: 1555.72 ms
[2021-10-22 10:56:39 main:574] : INFO : Epoch 1574 | loss: 0.0310269 | val_loss: 0.0312644 | Time: 1548.27 ms
[2021-10-22 10:56:41 main:574] : INFO : Epoch 1575 | loss: 0.0310272 | val_loss: 0.0312581 | Time: 1566.13 ms
[2021-10-22 10:56:43 main:574] : INFO : Epoch 1576 | loss: 0.0310259 | val_loss: 0.0312572 | Time: 1568.12 ms
[2021-10-22 10:56:44 main:574] : INFO : Epoch 1577 | loss: 0.0310308 | val_loss: 0.0312587 | Time: 1564.62 ms
[2021-10-22 10:56:46 main:574] : INFO : Epoch 1578 | loss: 0.0310368 | val_loss: 0.0312625 | Time: 1550.5 ms
[2021-10-22 10:56:47 main:574] : INFO : Epoch 1579 | loss: 0.0310306 | val_loss: 0.0312508 | Time: 1560.63 ms
[2021-10-22 10:56:49 main:574] : INFO : Epoch 1580 | loss: 0.0310321 | val_loss: 0.0312608 | Time: 1565.32 ms
[2021-10-22 10:56:50 main:574] : INFO : Epoch 1581 | loss: 0.0310275 | val_loss: 0.0312723 | Time: 1557.19 ms
[2021-10-22 10:56:52 main:574] : INFO : Epoch 1582 | loss: 0.0310297 | val_loss: 0.0312519 | Time: 1615.44 ms
[2021-10-22 10:56:54 main:574] : INFO : Epoch 1583 | loss: 0.0310265 | val_loss: 0.0312668 | Time: 1555.9 ms
[2021-10-22 10:56:55 main:574] : INFO : Epoch 1584 | loss: 0.0310311 | val_loss: 0.0312548 | Time: 1564.81 ms
[2021-10-22 10:56:57 main:574] : INFO : Epoch 1585 | loss: 0.0310381 | val_loss: 0.0312547 | Time: 1559.74 ms
[2021-10-22 10:56:58 main:574] : INFO : Epoch 1586 | loss: 0.0310318 | val_loss: 0.031245 | Time: 1564.2 ms
[2021-10-22 10:57:00 main:574] : INFO : Epoch 1587 | loss: 0.0310276 | val_loss: 0.0312643 | Time: 1571.6 ms
[2021-10-22 10:57:02 main:574] : INFO : Epoch 1588 | loss: 0.0310306 | val_loss: 0.0312551 | Time: 1564.41 ms
[2021-10-22 10:57:03 main:574] : INFO : Epoch 1589 | loss: 0.031027 | val_loss: 0.0312655 | Time: 1559.63 ms
[2021-10-22 10:57:05 main:574] : INFO : Epoch 1590 | loss: 0.0310275 | val_loss: 0.0312747 | Time: 1563.46 ms
[2021-10-22 10:57:06 main:574] : INFO : Epoch 1591 | loss: 0.0310277 | val_loss: 0.0312758 | Time: 1559.32 ms
[2021-10-22 10:57:08 main:574] : INFO : Epoch 1592 | loss: 0.0310316 | val_loss: 0.0312533 | Time: 1561.35 ms
[2021-10-22 10:57:09 main:574] : INFO : Epoch 1593 | loss: 0.0310332 | val_loss: 0.0312678 | Time: 1565.45 ms
[2021-10-22 10:57:11 main:574] : INFO : Epoch 1594 | loss: 0.0310325 | val_loss: 0.0312635 | Time: 1564.04 ms
[2021-10-22 10:57:13 main:574] : INFO : Epoch 1595 | loss: 0.0310339 | val_loss: 0.0312555 | Time: 1584.49 ms
[2021-10-22 10:57:14 main:574] : INFO : Epoch 1596 | loss: 0.0310384 | val_loss: 0.0312611 | Time: 1621.47 ms
[2021-10-22 10:57:16 main:574] : INFO : Epoch 1597 | loss: 0.0310277 | val_loss: 0.0312616 | Time: 1563.18 ms
[2021-10-22 10:57:17 main:574] : INFO : Epoch 1598 | loss: 0.0310242 | val_loss: 0.0312506 | Time: 1548.74 ms
[2021-10-22 10:57:19 main:574] : INFO : Epoch 1599 | loss: 0.0310236 | val_loss: 0.0312639 | Time: 1549.59 ms
[2021-10-22 10:57:21 main:574] : INFO : Epoch 1600 | loss: 0.031021 | val_loss: 0.0312522 | Time: 1561.01 ms
[2021-10-22 10:57:22 main:574] : INFO : Epoch 1601 | loss: 0.0310295 | val_loss: 0.0312545 | Time: 1562.74 ms
[2021-10-22 10:57:24 main:574] : INFO : Epoch 1602 | loss: 0.0310301 | val_loss: 0.0312661 | Time: 1551.06 ms
[2021-10-22 10:57:25 main:574] : INFO : Epoch 1603 | loss: 0.0310294 | val_loss: 0.0312466 | Time: 1579.68 ms
[2021-10-22 10:57:27 main:574] : INFO : Epoch 1604 | loss: 0.0310239 | val_loss: 0.0312747 | Time: 1575.11 ms
[2021-10-22 10:57:29 main:574] : INFO : Epoch 1605 | loss: 0.0310218 | val_loss: 0.0312544 | Time: 1571.18 ms
[2021-10-22 10:57:30 main:574] : INFO : Epoch 1606 | loss: 0.0310255 | val_loss: 0.0312658 | Time: 1555.38 ms
[2021-10-22 10:57:32 main:574] : INFO : Epoch 1607 | loss: 0.0310224 | val_loss: 0.0312766 | Time: 1571.97 ms
[2021-10-22 10:57:33 main:574] : INFO : Epoch 1608 | loss: 0.0310224 | val_loss: 0.0312532 | Time: 1563.89 ms
[2021-10-22 10:57:35 main:574] : INFO : Epoch 1609 | loss: 0.0310249 | val_loss: 0.0312831 | Time: 1569.57 ms
[2021-10-22 10:57:36 main:574] : INFO : Epoch 1610 | loss: 0.031023 | val_loss: 0.0312616 | Time: 1608.46 ms
[2021-10-22 10:57:38 main:574] : INFO : Epoch 1611 | loss: 0.0310184 | val_loss: 0.0312663 | Time: 1547.46 ms
[2021-10-22 10:57:40 main:574] : INFO : Epoch 1612 | loss: 0.0310231 | val_loss: 0.0312687 | Time: 1570.81 ms
[2021-10-22 10:57:41 main:574] : INFO : Epoch 1613 | loss: 0.0310229 | val_loss: 0.0312659 | Time: 1555.6 ms
[2021-10-22 10:57:43 main:574] : INFO : Epoch 1614 | loss: 0.0310305 | val_loss: 0.0312623 | Time: 1564.42 ms
[2021-10-22 10:57:44 main:574] : INFO : Epoch 1615 | loss: 0.0310335 | val_loss: 0.0312577 | Time: 1558.75 ms
[2021-10-22 10:57:46 main:574] : INFO : Epoch 1616 | loss: 0.0310336 | val_loss: 0.0312585 | Time: 1564.77 ms
[2021-10-22 10:57:48 main:574] : INFO : Epoch 1617 | loss: 0.0310296 | val_loss: 0.0312533 | Time: 1557.02 ms
[2021-10-22 10:57:49 main:574] : INFO : Epoch 1618 | loss: 0.0310321 | val_loss: 0.0312528 | Time: 1554.14 ms
[2021-10-22 10:57:51 main:574] : INFO : Epoch 1619 | loss: 0.0310301 | val_loss: 0.0312627 | Time: 1559.11 ms
[2021-10-22 10:57:52 main:574] : INFO : Epoch 1620 | loss: 0.0310248 | val_loss: 0.0312487 | Time: 1611.68 ms
[2021-10-22 10:57:54 main:574] : INFO : Epoch 1621 | loss: 0.0310261 | val_loss: 0.0312597 | Time: 1566.71 ms
[2021-10-22 10:57:56 main:574] : INFO : Epoch 1622 | loss: 0.0310406 | val_loss: 0.0312426 | Time: 1557.13 ms
[2021-10-22 10:57:57 main:574] : INFO : Epoch 1623 | loss: 0.0310362 | val_loss: 0.0312497 | Time: 1560.69 ms
[2021-10-22 10:57:59 main:574] : INFO : Epoch 1624 | loss: 0.0310302 | val_loss: 0.0312605 | Time: 1551.8 ms
[2021-10-22 10:58:00 main:574] : INFO : Epoch 1625 | loss: 0.0310328 | val_loss: 0.0312545 | Time: 1555.82 ms
[2021-10-22 10:58:02 main:574] : INFO : Epoch 1626 | loss: 0.0310292 | val_loss: 0.0312689 | Time: 1555.65 ms
[2021-10-22 10:58:03 main:574] : INFO : Epoch 1627 | loss: 0.0310269 | val_loss: 0.0312563 | Time: 1558.79 ms
[2021-10-22 10:58:05 main:574] : INFO : Epoch 1628 | loss: 0.0310259 | val_loss: 0.0312604 | Time: 1559.95 ms
[2021-10-22 10:58:07 main:574] : INFO : Epoch 1629 | loss: 0.0310273 | val_loss: 0.0312562 | Time: 1573.07 ms
[2021-10-22 10:58:08 main:574] : INFO : Epoch 1630 | loss: 0.0310308 | val_loss: 0.0312579 | Time: 1605.6 ms
[2021-10-22 10:58:10 main:574] : INFO : Epoch 1631 | loss: 0.0310248 | val_loss: 0.0312678 | Time: 1551.9 ms
[2021-10-22 10:58:11 main:574] : INFO : Epoch 1632 | loss: 0.03106 | val_loss: 0.0312243 | Time: 1583.3 ms
[2021-10-22 10:58:13 main:574] : INFO : Epoch 1633 | loss: 0.0310776 | val_loss: 0.031235 | Time: 1572.78 ms
[2021-10-22 10:58:15 main:574] : INFO : Epoch 1634 | loss: 0.0310545 | val_loss: 0.0312424 | Time: 1558.73 ms
[2021-10-22 10:58:16 main:574] : INFO : Epoch 1635 | loss: 0.0310343 | val_loss: 0.0312456 | Time: 1560.71 ms
[2021-10-22 10:58:18 main:574] : INFO : Epoch 1636 | loss: 0.0310277 | val_loss: 0.0312686 | Time: 1571.51 ms
[2021-10-22 10:58:19 main:574] : INFO : Epoch 1637 | loss: 0.0310271 | val_loss: 0.0312507 | Time: 1565.91 ms
[2021-10-22 10:58:21 main:574] : INFO : Epoch 1638 | loss: 0.0310277 | val_loss: 0.0312565 | Time: 1556.64 ms
[2021-10-22 10:58:23 main:574] : INFO : Epoch 1639 | loss: 0.0310197 | val_loss: 0.0312714 | Time: 1581.42 ms
[2021-10-22 10:58:24 main:574] : INFO : Epoch 1640 | loss: 0.0310273 | val_loss: 0.0312537 | Time: 1560.25 ms
[2021-10-22 10:58:26 main:574] : INFO : Epoch 1641 | loss: 0.0310326 | val_loss: 0.0312362 | Time: 1554.14 ms
[2021-10-22 10:58:27 main:574] : INFO : Epoch 1642 | loss: 0.0310427 | val_loss: 0.031263 | Time: 1560.98 ms
[2021-10-22 10:58:29 main:574] : INFO : Epoch 1643 | loss: 0.031031 | val_loss: 0.0312709 | Time: 1547.4 ms
[2021-10-22 10:58:30 main:574] : INFO : Epoch 1644 | loss: 0.0310214 | val_loss: 0.0312655 | Time: 1559.19 ms
[2021-10-22 10:58:32 main:574] : INFO : Epoch 1645 | loss: 0.0310249 | val_loss: 0.0312565 | Time: 1600.55 ms
[2021-10-22 10:58:34 main:574] : INFO : Epoch 1646 | loss: 0.0310357 | val_loss: 0.0312488 | Time: 1569.44 ms
[2021-10-22 10:58:35 main:574] : INFO : Epoch 1647 | loss: 0.0310376 | val_loss: 0.0312618 | Time: 1559.55 ms
[2021-10-22 10:58:37 main:574] : INFO : Epoch 1648 | loss: 0.031026 | val_loss: 0.0312632 | Time: 1563 ms
[2021-10-22 10:58:38 main:574] : INFO : Epoch 1649 | loss: 0.0310246 | val_loss: 0.0312717 | Time: 1579.72 ms
[2021-10-22 10:58:40 main:574] : INFO : Epoch 1650 | loss: 0.0310205 | val_loss: 0.0312445 | Time: 1553.95 ms
[2021-10-22 10:58:41 main:574] : INFO : Epoch 1651 | loss: 0.0310234 | val_loss: 0.031254 | Time: 1566.73 ms
[2021-10-22 10:58:43 main:574] : INFO : Epoch 1652 | loss: 0.031028 | val_loss: 0.0312766 | Time: 1557.24 ms
[2021-10-22 10:58:45 main:574] : INFO : Epoch 1653 | loss: 0.0310218 | val_loss: 0.0312606 | Time: 1554.61 ms
[2021-10-22 10:58:46 main:574] : INFO : Epoch 1654 | loss: 0.0310239 | val_loss: 0.0312669 | Time: 1569.8 ms
[2021-10-22 10:58:48 main:574] : INFO : Epoch 1655 | loss: 0.0310269 | val_loss: 0.0312655 | Time: 1561.23 ms
[2021-10-22 10:58:49 main:574] : INFO : Epoch 1656 | loss: 0.0310268 | val_loss: 0.0312516 | Time: 1570.22 ms
[2021-10-22 10:58:51 main:574] : INFO : Epoch 1657 | loss: 0.0310268 | val_loss: 0.0312691 | Time: 1553.79 ms
[2021-10-22 10:58:53 main:574] : INFO : Epoch 1658 | loss: 0.0310255 | val_loss: 0.0312675 | Time: 1579.93 ms
[2021-10-22 10:58:54 main:574] : INFO : Epoch 1659 | loss: 0.0310212 | val_loss: 0.0312475 | Time: 1558.88 ms
[2021-10-22 10:58:56 main:574] : INFO : Epoch 1660 | loss: 0.0310316 | val_loss: 0.0312661 | Time: 1602.52 ms
[2021-10-22 10:58:57 main:574] : INFO : Epoch 1661 | loss: 0.0310256 | val_loss: 0.0312524 | Time: 1561.84 ms
[2021-10-22 10:58:59 main:574] : INFO : Epoch 1662 | loss: 0.0310254 | val_loss: 0.0312593 | Time: 1558.86 ms
[2021-10-22 10:59:00 main:574] : INFO : Epoch 1663 | loss: 0.0310278 | val_loss: 0.0312481 | Time: 1576 ms
[2021-10-22 10:59:02 main:574] : INFO : Epoch 1664 | loss: 0.0310278 | val_loss: 0.0312764 | Time: 1564.53 ms
[2021-10-22 10:59:04 main:574] : INFO : Epoch 1665 | loss: 0.0310271 | val_loss: 0.031256 | Time: 1551.38 ms
[2021-10-22 10:59:05 main:574] : INFO : Epoch 1666 | loss: 0.0310276 | val_loss: 0.0312646 | Time: 1568.25 ms
[2021-10-22 10:59:07 main:574] : INFO : Epoch 1667 | loss: 0.0310271 | val_loss: 0.0312527 | Time: 1568.6 ms
[2021-10-22 10:59:08 main:574] : INFO : Epoch 1668 | loss: 0.0310282 | val_loss: 0.031256 | Time: 1556.76 ms
[2021-10-22 10:59:10 main:574] : INFO : Epoch 1669 | loss: 0.0310356 | val_loss: 0.0312754 | Time: 1542.38 ms
[2021-10-22 10:59:12 main:574] : INFO : Epoch 1670 | loss: 0.0310456 | val_loss: 0.0312906 | Time: 1572.98 ms
[2021-10-22 10:59:13 main:574] : INFO : Epoch 1671 | loss: 0.0310481 | val_loss: 0.0312698 | Time: 1558.28 ms
[2021-10-22 10:59:15 main:574] : INFO : Epoch 1672 | loss: 0.0310305 | val_loss: 0.0312848 | Time: 1608.32 ms
[2021-10-22 10:59:16 main:574] : INFO : Epoch 1673 | loss: 0.0310321 | val_loss: 0.0312582 | Time: 1554.65 ms
[2021-10-22 10:59:18 main:574] : INFO : Epoch 1674 | loss: 0.0310323 | val_loss: 0.0312675 | Time: 1566.1 ms
[2021-10-22 10:59:19 main:574] : INFO : Epoch 1675 | loss: 0.0310285 | val_loss: 0.031252 | Time: 1556.96 ms
[2021-10-22 10:59:21 main:574] : INFO : Epoch 1676 | loss: 0.0310279 | val_loss: 0.0312646 | Time: 1574.46 ms
[2021-10-22 10:59:23 main:574] : INFO : Epoch 1677 | loss: 0.0310242 | val_loss: 0.031246 | Time: 1568.11 ms
[2021-10-22 10:59:24 main:574] : INFO : Epoch 1678 | loss: 0.031027 | val_loss: 0.0312732 | Time: 1560.7 ms
[2021-10-22 10:59:26 main:574] : INFO : Epoch 1679 | loss: 0.0310294 | val_loss: 0.0312662 | Time: 1573.94 ms
[2021-10-22 10:59:27 main:574] : INFO : Epoch 1680 | loss: 0.0310307 | val_loss: 0.0312639 | Time: 1555.49 ms
[2021-10-22 10:59:29 main:574] : INFO : Epoch 1681 | loss: 0.0310271 | val_loss: 0.0312521 | Time: 1558.44 ms
[2021-10-22 10:59:31 main:574] : INFO : Epoch 1682 | loss: 0.0310247 | val_loss: 0.0312662 | Time: 1562.65 ms
[2021-10-22 10:59:32 main:574] : INFO : Epoch 1683 | loss: 0.0310288 | val_loss: 0.0312583 | Time: 1563.97 ms
[2021-10-22 10:59:34 main:574] : INFO : Epoch 1684 | loss: 0.0310295 | val_loss: 0.0312558 | Time: 1621.17 ms
[2021-10-22 10:59:35 main:574] : INFO : Epoch 1685 | loss: 0.0310331 | val_loss: 0.0312664 | Time: 1589.42 ms
[2021-10-22 10:59:37 main:574] : INFO : Epoch 1686 | loss: 0.0310214 | val_loss: 0.0312673 | Time: 1572.06 ms
[2021-10-22 10:59:39 main:574] : INFO : Epoch 1687 | loss: 0.0310237 | val_loss: 0.0312616 | Time: 1564.69 ms
[2021-10-22 10:59:40 main:574] : INFO : Epoch 1688 | loss: 0.0310237 | val_loss: 0.031255 | Time: 1555.87 ms
[2021-10-22 10:59:42 main:574] : INFO : Epoch 1689 | loss: 0.0310329 | val_loss: 0.0312721 | Time: 1556.99 ms
[2021-10-22 10:59:43 main:574] : INFO : Epoch 1690 | loss: 0.0310277 | val_loss: 0.0312597 | Time: 1567.25 ms
[2021-10-22 10:59:45 main:574] : INFO : Epoch 1691 | loss: 0.0310317 | val_loss: 0.0312464 | Time: 1574.01 ms
[2021-10-22 10:59:46 main:574] : INFO : Epoch 1692 | loss: 0.0310389 | val_loss: 0.0312599 | Time: 1565.71 ms
[2021-10-22 10:59:48 main:574] : INFO : Epoch 1693 | loss: 0.0310406 | val_loss: 0.0312479 | Time: 1564.78 ms
[2021-10-22 10:59:50 main:574] : INFO : Epoch 1694 | loss: 0.0310366 | val_loss: 0.0312671 | Time: 1551.62 ms
[2021-10-22 10:59:51 main:574] : INFO : Epoch 1695 | loss: 0.0310293 | val_loss: 0.0312683 | Time: 1555.57 ms
[2021-10-22 10:59:53 main:574] : INFO : Epoch 1696 | loss: 0.0310255 | val_loss: 0.0312595 | Time: 1571.19 ms
[2021-10-22 10:59:54 main:574] : INFO : Epoch 1697 | loss: 0.0310267 | val_loss: 0.0312613 | Time: 1610.03 ms
[2021-10-22 10:59:56 main:574] : INFO : Epoch 1698 | loss: 0.0310273 | val_loss: 0.0312676 | Time: 1549.7 ms
[2021-10-22 10:59:57 main:574] : INFO : Epoch 1699 | loss: 0.0310253 | val_loss: 0.0312735 | Time: 1561.88 ms
[2021-10-22 10:59:59 main:574] : INFO : Epoch 1700 | loss: 0.0310298 | val_loss: 0.0312508 | Time: 1570.69 ms
[2021-10-22 11:00:01 main:574] : INFO : Epoch 1701 | loss: 0.0310283 | val_loss: 0.0312533 | Time: 1576.09 ms
[2021-10-22 11:00:02 main:574] : INFO : Epoch 1702 | loss: 0.0310286 | val_loss: 0.0312628 | Time: 1578.35 ms
[2021-10-22 11:00:04 main:574] : INFO : Epoch 1703 | loss: 0.031027 | val_loss: 0.031254 | Time: 1554.37 ms
[2021-10-22 11:00:05 main:574] : INFO : Epoch 1704 | loss: 0.0310247 | val_loss: 0.0312646 | Time: 1573.91 ms
[2021-10-22 11:00:07 main:574] : INFO : Epoch 1705 | loss: 0.0310232 | val_loss: 0.0312639 | Time: 1543.76 ms
[2021-10-22 11:00:09 main:574] : INFO : Epoch 1706 | loss: 0.0310292 | val_loss: 0.031266 | Time: 1563.39 ms
[2021-10-22 11:00:10 main:574] : INFO : Epoch 1707 | loss: 0.0310278 | val_loss: 0.0312635 | Time: 1571.51 ms
[2021-10-22 11:00:12 main:574] : INFO : Epoch 1708 | loss: 0.0310353 | val_loss: 0.0312574 | Time: 1564.72 ms
[2021-10-22 11:00:13 main:574] : INFO : Epoch 1709 | loss: 0.0310378 | val_loss: 0.0312579 | Time: 1575.34 ms
[2021-10-22 11:00:15 main:574] : INFO : Epoch 1710 | loss: 0.0310283 | val_loss: 0.0312666 | Time: 1562.87 ms
[2021-10-22 11:00:17 main:574] : INFO : Epoch 1711 | loss: 0.03103 | val_loss: 0.0312653 | Time: 1570.37 ms
[2021-10-22 11:00:18 main:574] : INFO : Epoch 1712 | loss: 0.0310283 | val_loss: 0.0312673 | Time: 1604.28 ms
[2021-10-22 11:00:20 main:574] : INFO : Epoch 1713 | loss: 0.0310213 | val_loss: 0.031263 | Time: 1553.12 ms
[2021-10-22 11:00:21 main:574] : INFO : Epoch 1714 | loss: 0.0310207 | val_loss: 0.0312663 | Time: 1564.74 ms
[2021-10-22 11:00:23 main:574] : INFO : Epoch 1715 | loss: 0.0310217 | val_loss: 0.0312671 | Time: 1553.25 ms
[2021-10-22 11:00:25 main:574] : INFO : Epoch 1716 | loss: 0.0310252 | val_loss: 0.0312782 | Time: 1570.61 ms
[2021-10-22 11:00:26 main:574] : INFO : Epoch 1717 | loss: 0.031028 | val_loss: 0.031256 | Time: 1571.8 ms
[2021-10-22 11:00:28 main:574] : INFO : Epoch 1718 | loss: 0.031029 | val_loss: 0.0312564 | Time: 1569.88 ms
[2021-10-22 11:00:29 main:574] : INFO : Epoch 1719 | loss: 0.0310304 | val_loss: 0.0312606 | Time: 1543.75 ms
[2021-10-22 11:00:31 main:574] : INFO : Epoch 1720 | loss: 0.0310293 | val_loss: 0.0312529 | Time: 1565.3 ms
[2021-10-22 11:00:32 main:574] : INFO : Epoch 1721 | loss: 0.0310339 | val_loss: 0.0312696 | Time: 1558.45 ms
[2021-10-22 11:00:34 main:574] : INFO : Epoch 1722 | loss: 0.0310273 | val_loss: 0.0312481 | Time: 1566.21 ms
[2021-10-22 11:00:36 main:574] : INFO : Epoch 1723 | loss: 0.0310229 | val_loss: 0.0312682 | Time: 1610.9 ms
[2021-10-22 11:00:37 main:574] : INFO : Epoch 1724 | loss: 0.0310196 | val_loss: 0.0312789 | Time: 1553.38 ms
[2021-10-22 11:00:39 main:574] : INFO : Epoch 1725 | loss: 0.0310394 | val_loss: 0.0312503 | Time: 1560.79 ms
[2021-10-22 11:00:40 main:574] : INFO : Epoch 1726 | loss: 0.0310369 | val_loss: 0.0312467 | Time: 1558.44 ms
[2021-10-22 11:00:42 main:574] : INFO : Epoch 1727 | loss: 0.0310298 | val_loss: 0.0312649 | Time: 1565.57 ms
[2021-10-22 11:00:44 main:574] : INFO : Epoch 1728 | loss: 0.0310275 | val_loss: 0.0312631 | Time: 1568.69 ms
[2021-10-22 11:00:45 main:574] : INFO : Epoch 1729 | loss: 0.031025 | val_loss: 0.0312694 | Time: 1581.1 ms
[2021-10-22 11:00:47 main:574] : INFO : Epoch 1730 | loss: 0.0310285 | val_loss: 0.031275 | Time: 1563.6 ms
[2021-10-22 11:00:48 main:574] : INFO : Epoch 1731 | loss: 0.0310314 | val_loss: 0.0312612 | Time: 1554.31 ms
[2021-10-22 11:00:50 main:574] : INFO : Epoch 1732 | loss: 0.0310226 | val_loss: 0.0312559 | Time: 1619.35 ms
[2021-10-22 11:00:51 main:574] : INFO : Epoch 1733 | loss: 0.0310239 | val_loss: 0.0312617 | Time: 1560.75 ms
[2021-10-22 11:00:53 main:574] : INFO : Epoch 1734 | loss: 0.0310244 | val_loss: 0.0312559 | Time: 1561.33 ms
[2021-10-22 11:00:55 main:574] : INFO : Epoch 1735 | loss: 0.031022 | val_loss: 0.0312633 | Time: 1555.68 ms
[2021-10-22 11:00:56 main:574] : INFO : Epoch 1736 | loss: 0.0310247 | val_loss: 0.0312627 | Time: 1555.85 ms
[2021-10-22 11:00:58 main:574] : INFO : Epoch 1737 | loss: 0.0310217 | val_loss: 0.0312648 | Time: 1577.76 ms
[2021-10-22 11:00:59 main:574] : INFO : Epoch 1738 | loss: 0.0310214 | val_loss: 0.0312773 | Time: 1563.34 ms
[2021-10-22 11:01:01 main:574] : INFO : Epoch 1739 | loss: 0.0310179 | val_loss: 0.0312686 | Time: 1638.09 ms
[2021-10-22 11:01:03 main:574] : INFO : Epoch 1740 | loss: 0.0310233 | val_loss: 0.0312648 | Time: 1564.05 ms
[2021-10-22 11:01:04 main:574] : INFO : Epoch 1741 | loss: 0.0310331 | val_loss: 0.03125 | Time: 1577.23 ms
[2021-10-22 11:01:06 main:574] : INFO : Epoch 1742 | loss: 0.031031 | val_loss: 0.0312609 | Time: 1560.65 ms
[2021-10-22 11:01:07 main:574] : INFO : Epoch 1743 | loss: 0.031033 | val_loss: 0.0312722 | Time: 1557.39 ms
[2021-10-22 11:01:09 main:574] : INFO : Epoch 1744 | loss: 0.0310282 | val_loss: 0.0312646 | Time: 1559.64 ms
[2021-10-22 11:01:11 main:574] : INFO : Epoch 1745 | loss: 0.0310248 | val_loss: 0.0312763 | Time: 1555.7 ms
[2021-10-22 11:01:12 main:574] : INFO : Epoch 1746 | loss: 0.0310305 | val_loss: 0.0312596 | Time: 1578.02 ms
[2021-10-22 11:01:14 main:574] : INFO : Epoch 1747 | loss: 0.031033 | val_loss: 0.0312581 | Time: 1565.36 ms
[2021-10-22 11:01:15 main:574] : INFO : Epoch 1748 | loss: 0.031036 | val_loss: 0.0312577 | Time: 1566.79 ms
[2021-10-22 11:01:17 main:574] : INFO : Epoch 1749 | loss: 0.0310271 | val_loss: 0.0312503 | Time: 1563.23 ms
[2021-10-22 11:01:18 main:574] : INFO : Epoch 1750 | loss: 0.0310235 | val_loss: 0.0312602 | Time: 1569.19 ms
[2021-10-22 11:01:20 main:574] : INFO : Epoch 1751 | loss: 0.0310206 | val_loss: 0.0312652 | Time: 1556.59 ms
[2021-10-22 11:01:22 main:574] : INFO : Epoch 1752 | loss: 0.0310249 | val_loss: 0.0312772 | Time: 1566.61 ms
[2021-10-22 11:01:23 main:574] : INFO : Epoch 1753 | loss: 0.0310259 | val_loss: 0.0312472 | Time: 1561.75 ms
[2021-10-22 11:01:25 main:574] : INFO : Epoch 1754 | loss: 0.0310242 | val_loss: 0.0312731 | Time: 1561.13 ms
[2021-10-22 11:01:26 main:574] : INFO : Epoch 1755 | loss: 0.0310247 | val_loss: 0.0312693 | Time: 1556.86 ms
[2021-10-22 11:01:28 main:574] : INFO : Epoch 1756 | loss: 0.031026 | val_loss: 0.0312764 | Time: 1556.9 ms
[2021-10-22 11:01:29 main:574] : INFO : Epoch 1757 | loss: 0.0310251 | val_loss: 0.0312536 | Time: 1555.71 ms
[2021-10-22 11:01:31 main:574] : INFO : Epoch 1758 | loss: 0.0310286 | val_loss: 0.0312651 | Time: 1573.29 ms
[2021-10-22 11:01:33 main:574] : INFO : Epoch 1759 | loss: 0.0310343 | val_loss: 0.0312468 | Time: 1620.28 ms
[2021-10-22 11:01:34 main:574] : INFO : Epoch 1760 | loss: 0.0310358 | val_loss: 0.0312497 | Time: 1574.3 ms
[2021-10-22 11:01:36 main:574] : INFO : Epoch 1761 | loss: 0.031029 | val_loss: 0.0312588 | Time: 1550.62 ms
[2021-10-22 11:01:37 main:574] : INFO : Epoch 1762 | loss: 0.0310239 | val_loss: 0.0312597 | Time: 1570.49 ms
[2021-10-22 11:01:39 main:574] : INFO : Epoch 1763 | loss: 0.0310293 | val_loss: 0.0312607 | Time: 1561.76 ms
[2021-10-22 11:01:41 main:574] : INFO : Epoch 1764 | loss: 0.0310335 | val_loss: 0.0312515 | Time: 1548.99 ms
[2021-10-22 11:01:42 main:574] : INFO : Epoch 1765 | loss: 0.0310365 | val_loss: 0.0312514 | Time: 1571.48 ms
[2021-10-22 11:01:44 main:574] : INFO : Epoch 1766 | loss: 0.0310318 | val_loss: 0.0312553 | Time: 1549.94 ms
[2021-10-22 11:01:45 main:574] : INFO : Epoch 1767 | loss: 0.0310218 | val_loss: 0.0312544 | Time: 1570.55 ms
[2021-10-22 11:01:47 main:574] : INFO : Epoch 1768 | loss: 0.0310252 | val_loss: 0.0312942 | Time: 1551.08 ms
[2021-10-22 11:01:49 main:574] : INFO : Epoch 1769 | loss: 0.0310277 | val_loss: 0.0312683 | Time: 1572.86 ms
[2021-10-22 11:01:50 main:574] : INFO : Epoch 1770 | loss: 0.0310223 | val_loss: 0.0312595 | Time: 1558.46 ms
[2021-10-22 11:01:52 main:574] : INFO : Epoch 1771 | loss: 0.0310208 | val_loss: 0.0312573 | Time: 1559.3 ms
[2021-10-22 11:01:53 main:574] : INFO : Epoch 1772 | loss: 0.0310322 | val_loss: 0.0312785 | Time: 1546.61 ms
[2021-10-22 11:01:55 main:574] : INFO : Epoch 1773 | loss: 0.031023 | val_loss: 0.0312477 | Time: 1555.34 ms
[2021-10-22 11:01:56 main:574] : INFO : Epoch 1774 | loss: 0.0310241 | val_loss: 0.0312432 | Time: 1563.93 ms
[2021-10-22 11:01:58 main:574] : INFO : Epoch 1775 | loss: 0.0310186 | val_loss: 0.0312726 | Time: 1561.19 ms
[2021-10-22 11:02:00 main:574] : INFO : Epoch 1776 | loss: 0.0310226 | val_loss: 0.0312651 | Time: 1576.59 ms
[2021-10-22 11:02:01 main:574] : INFO : Epoch 1777 | loss: 0.0310225 | val_loss: 0.0312519 | Time: 1615.03 ms
[2021-10-22 11:02:03 main:574] : INFO : Epoch 1778 | loss: 0.0310242 | val_loss: 0.031258 | Time: 1567.81 ms
[2021-10-22 11:02:04 main:574] : INFO : Epoch 1779 | loss: 0.0310199 | val_loss: 0.031259 | Time: 1544.61 ms
[2021-10-22 11:02:06 main:574] : INFO : Epoch 1780 | loss: 0.0310244 | val_loss: 0.0312594 | Time: 1559.05 ms
[2021-10-22 11:02:08 main:574] : INFO : Epoch 1781 | loss: 0.0310381 | val_loss: 0.031262 | Time: 1568.04 ms
[2021-10-22 11:02:09 main:574] : INFO : Epoch 1782 | loss: 0.0310377 | val_loss: 0.0312739 | Time: 1559.32 ms
[2021-10-22 11:02:11 main:574] : INFO : Epoch 1783 | loss: 0.0310224 | val_loss: 0.0312556 | Time: 1568.72 ms
[2021-10-22 11:02:12 main:574] : INFO : Epoch 1784 | loss: 0.0310222 | val_loss: 0.0312531 | Time: 1583.8 ms
[2021-10-22 11:02:14 main:574] : INFO : Epoch 1785 | loss: 0.0310242 | val_loss: 0.0312628 | Time: 1560.58 ms
[2021-10-22 11:02:15 main:574] : INFO : Epoch 1786 | loss: 0.0310281 | val_loss: 0.03127 | Time: 1569 ms
[2021-10-22 11:02:17 main:574] : INFO : Epoch 1787 | loss: 0.0310302 | val_loss: 0.0312471 | Time: 1566.61 ms
[2021-10-22 11:02:19 main:574] : INFO : Epoch 1788 | loss: 0.0310347 | val_loss: 0.0312586 | Time: 1574.38 ms
[2021-10-22 11:02:20 main:574] : INFO : Epoch 1789 | loss: 0.0310253 | val_loss: 0.031253 | Time: 1557.83 ms
[2021-10-22 11:02:22 main:574] : INFO : Epoch 1790 | loss: 0.031032 | val_loss: 0.0312578 | Time: 1570.7 ms
[2021-10-22 11:02:23 main:574] : INFO : Epoch 1791 | loss: 0.0310344 | val_loss: 0.0312405 | Time: 1559.89 ms
[2021-10-22 11:02:25 main:574] : INFO : Epoch 1792 | loss: 0.0310298 | val_loss: 0.0312524 | Time: 1555.42 ms
[2021-10-22 11:02:26 main:574] : INFO : Epoch 1793 | loss: 0.0310241 | val_loss: 0.0312572 | Time: 1556.95 ms
[2021-10-22 11:02:28 main:574] : INFO : Epoch 1794 | loss: 0.0310251 | val_loss: 0.0312687 | Time: 1564.18 ms
[2021-10-22 11:02:30 main:574] : INFO : Epoch 1795 | loss: 0.031034 | val_loss: 0.0312627 | Time: 1577.33 ms
[2021-10-22 11:02:31 main:574] : INFO : Epoch 1796 | loss: 0.0310282 | val_loss: 0.0312581 | Time: 1617.61 ms
[2021-10-22 11:02:33 main:574] : INFO : Epoch 1797 | loss: 0.0310214 | val_loss: 0.0312706 | Time: 1564.38 ms
[2021-10-22 11:02:34 main:574] : INFO : Epoch 1798 | loss: 0.0310252 | val_loss: 0.0312691 | Time: 1561.03 ms
[2021-10-22 11:02:36 main:574] : INFO : Epoch 1799 | loss: 0.0310285 | val_loss: 0.0312602 | Time: 1577.23 ms
[2021-10-22 11:02:38 main:574] : INFO : Epoch 1800 | loss: 0.0310328 | val_loss: 0.0312569 | Time: 1566.45 ms
[2021-10-22 11:02:39 main:574] : INFO : Epoch 1801 | loss: 0.0310322 | val_loss: 0.0312721 | Time: 1543.91 ms
[2021-10-22 11:02:41 main:574] : INFO : Epoch 1802 | loss: 0.0310272 | val_loss: 0.0312524 | Time: 1580.26 ms
[2021-10-22 11:02:42 main:574] : INFO : Epoch 1803 | loss: 0.0310293 | val_loss: 0.0312592 | Time: 1557.14 ms
[2021-10-22 11:02:44 main:574] : INFO : Epoch 1804 | loss: 0.0310275 | val_loss: 0.0312815 | Time: 1581.7 ms
[2021-10-22 11:02:46 main:574] : INFO : Epoch 1805 | loss: 0.0310289 | val_loss: 0.0312592 | Time: 1562.28 ms
[2021-10-22 11:02:47 main:574] : INFO : Epoch 1806 | loss: 0.0310274 | val_loss: 0.0312621 | Time: 1565.06 ms
[2021-10-22 11:02:49 main:574] : INFO : Epoch 1807 | loss: 0.0310257 | val_loss: 0.0312596 | Time: 1559.73 ms
[2021-10-22 11:02:50 main:574] : INFO : Epoch 1808 | loss: 0.0310285 | val_loss: 0.0312593 | Time: 1547.28 ms
[2021-10-22 11:02:52 main:574] : INFO : Epoch 1809 | loss: 0.0310413 | val_loss: 0.0312518 | Time: 1635.14 ms
[2021-10-22 11:02:54 main:574] : INFO : Epoch 1810 | loss: 0.0310278 | val_loss: 0.0312647 | Time: 1558.3 ms
[2021-10-22 11:02:55 main:574] : INFO : Epoch 1811 | loss: 0.031023 | val_loss: 0.0312723 | Time: 1567.64 ms
[2021-10-22 11:02:57 main:574] : INFO : Epoch 1812 | loss: 0.0310211 | val_loss: 0.0312596 | Time: 1553.18 ms
[2021-10-22 11:02:58 main:574] : INFO : Epoch 1813 | loss: 0.0310305 | val_loss: 0.0312474 | Time: 1566.08 ms
[2021-10-22 11:03:00 main:574] : INFO : Epoch 1814 | loss: 0.0310253 | val_loss: 0.0312628 | Time: 1557.64 ms
[2021-10-22 11:03:01 main:574] : INFO : Epoch 1815 | loss: 0.031027 | val_loss: 0.0312597 | Time: 1551.68 ms
[2021-10-22 11:03:03 main:574] : INFO : Epoch 1816 | loss: 0.0310291 | val_loss: 0.0312652 | Time: 1562.49 ms
[2021-10-22 11:03:05 main:574] : INFO : Epoch 1817 | loss: 0.03103 | val_loss: 0.0312701 | Time: 1560.45 ms
[2021-10-22 11:03:06 main:574] : INFO : Epoch 1818 | loss: 0.0310264 | val_loss: 0.0312752 | Time: 1575.56 ms
[2021-10-22 11:03:08 main:574] : INFO : Epoch 1819 | loss: 0.0310264 | val_loss: 0.0312712 | Time: 1557.32 ms
[2021-10-22 11:03:09 main:574] : INFO : Epoch 1820 | loss: 0.0310245 | val_loss: 0.0312636 | Time: 1563.08 ms
[2021-10-22 11:03:11 main:574] : INFO : Epoch 1821 | loss: 0.0310275 | val_loss: 0.0312755 | Time: 1560.59 ms
[2021-10-22 11:03:13 main:574] : INFO : Epoch 1822 | loss: 0.0310236 | val_loss: 0.0312629 | Time: 1611.11 ms
[2021-10-22 11:03:14 main:574] : INFO : Epoch 1823 | loss: 0.0310294 | val_loss: 0.0312527 | Time: 1564.13 ms
[2021-10-22 11:03:16 main:574] : INFO : Epoch 1824 | loss: 0.0310293 | val_loss: 0.0312684 | Time: 1567.24 ms
[2021-10-22 11:03:17 main:574] : INFO : Epoch 1825 | loss: 0.0310354 | val_loss: 0.0312474 | Time: 1581.57 ms
[2021-10-22 11:03:19 main:574] : INFO : Epoch 1826 | loss: 0.0310339 | val_loss: 0.031255 | Time: 1550.64 ms
[2021-10-22 11:03:20 main:574] : INFO : Epoch 1827 | loss: 0.0310296 | val_loss: 0.031273 | Time: 1583.2 ms
[2021-10-22 11:03:22 main:574] : INFO : Epoch 1828 | loss: 0.0310254 | val_loss: 0.0312527 | Time: 1560.15 ms
[2021-10-22 11:03:24 main:574] : INFO : Epoch 1829 | loss: 0.0310165 | val_loss: 0.0312687 | Time: 1561.28 ms
[2021-10-22 11:03:25 main:574] : INFO : Epoch 1830 | loss: 0.031023 | val_loss: 0.0312671 | Time: 1559.92 ms
[2021-10-22 11:03:27 main:574] : INFO : Epoch 1831 | loss: 0.0310325 | val_loss: 0.0312545 | Time: 1565.99 ms
[2021-10-22 11:03:28 main:574] : INFO : Epoch 1832 | loss: 0.0310245 | val_loss: 0.031281 | Time: 1587.1 ms
[2021-10-22 11:03:30 main:574] : INFO : Epoch 1833 | loss: 0.0310227 | val_loss: 0.0312761 | Time: 1566.41 ms
[2021-10-22 11:03:32 main:574] : INFO : Epoch 1834 | loss: 0.031022 | val_loss: 0.0312611 | Time: 1655.49 ms
[2021-10-22 11:03:33 main:574] : INFO : Epoch 1835 | loss: 0.0310355 | val_loss: 0.0312342 | Time: 1541.98 ms
[2021-10-22 11:03:35 main:574] : INFO : Epoch 1836 | loss: 0.0310425 | val_loss: 0.0312417 | Time: 1566.11 ms
[2021-10-22 11:03:36 main:574] : INFO : Epoch 1837 | loss: 0.0310313 | val_loss: 0.0312607 | Time: 1569.72 ms
[2021-10-22 11:03:38 main:574] : INFO : Epoch 1838 | loss: 0.0310297 | val_loss: 0.031261 | Time: 1565.65 ms
[2021-10-22 11:03:40 main:574] : INFO : Epoch 1839 | loss: 0.031028 | val_loss: 0.0312703 | Time: 1565.98 ms
[2021-10-22 11:03:41 main:574] : INFO : Epoch 1840 | loss: 0.0310265 | val_loss: 0.0312651 | Time: 1555.83 ms
[2021-10-22 11:03:43 main:574] : INFO : Epoch 1841 | loss: 0.0310359 | val_loss: 0.0312376 | Time: 1598.79 ms
[2021-10-22 11:03:44 main:574] : INFO : Epoch 1842 | loss: 0.0310361 | val_loss: 0.0312612 | Time: 1557.89 ms
[2021-10-22 11:03:46 main:574] : INFO : Epoch 1843 | loss: 0.0310299 | val_loss: 0.0312725 | Time: 1626.84 ms
[2021-10-22 11:03:48 main:574] : INFO : Epoch 1844 | loss: 0.0310281 | val_loss: 0.0312605 | Time: 1565.38 ms
[2021-10-22 11:03:49 main:574] : INFO : Epoch 1845 | loss: 0.03103 | val_loss: 0.0312678 | Time: 1571.1 ms
[2021-10-22 11:03:51 main:574] : INFO : Epoch 1846 | loss: 0.0310245 | val_loss: 0.0312501 | Time: 1581.35 ms
[2021-10-22 11:03:52 main:574] : INFO : Epoch 1847 | loss: 0.0310312 | val_loss: 0.0312681 | Time: 1571.89 ms
[2021-10-22 11:03:54 main:574] : INFO : Epoch 1848 | loss: 0.0310256 | val_loss: 0.0312728 | Time: 1563.09 ms
[2021-10-22 11:03:55 main:574] : INFO : Epoch 1849 | loss: 0.031021 | val_loss: 0.0312561 | Time: 1555.59 ms
[2021-10-22 11:03:57 main:574] : INFO : Epoch 1850 | loss: 0.0310196 | val_loss: 0.0312778 | Time: 1558.32 ms
[2021-10-22 11:03:59 main:574] : INFO : Epoch 1851 | loss: 0.0310708 | val_loss: 0.0312111 | Time: 1573.41 ms
[2021-10-22 11:04:00 main:574] : INFO : Epoch 1852 | loss: 0.0311939 | val_loss: 0.0313633 | Time: 1566.23 ms
[2021-10-22 11:04:02 main:574] : INFO : Epoch 1853 | loss: 0.0314409 | val_loss: 0.0315654 | Time: 1569.87 ms
[2021-10-22 11:04:03 main:574] : INFO : Epoch 1854 | loss: 0.0315312 | val_loss: 0.0313125 | Time: 1555.77 ms
[2021-10-22 11:04:05 main:574] : INFO : Epoch 1855 | loss: 0.0313094 | val_loss: 0.0312528 | Time: 1555.94 ms
[2021-10-22 11:04:07 main:574] : INFO : Epoch 1856 | loss: 0.0312306 | val_loss: 0.0312108 | Time: 1567.54 ms
[2021-10-22 11:04:08 main:574] : INFO : Epoch 1857 | loss: 0.0311919 | val_loss: 0.0311867 | Time: 1566.38 ms
[2021-10-22 11:04:10 main:574] : INFO : Epoch 1858 | loss: 0.0311607 | val_loss: 0.0311821 | Time: 1564.14 ms
[2021-10-22 11:04:11 main:574] : INFO : Epoch 1859 | loss: 0.0311494 | val_loss: 0.0311786 | Time: 1557.94 ms
[2021-10-22 11:04:13 main:574] : INFO : Epoch 1860 | loss: 0.0311429 | val_loss: 0.0311894 | Time: 1570.64 ms
[2021-10-22 11:04:14 main:574] : INFO : Epoch 1861 | loss: 0.0311414 | val_loss: 0.0311853 | Time: 1559.83 ms
[2021-10-22 11:04:16 main:574] : INFO : Epoch 1862 | loss: 0.031135 | val_loss: 0.0311782 | Time: 1555.73 ms
[2021-10-22 11:04:18 main:574] : INFO : Epoch 1863 | loss: 0.031129 | val_loss: 0.0311862 | Time: 1624.89 ms
[2021-10-22 11:04:19 main:574] : INFO : Epoch 1864 | loss: 0.0311263 | val_loss: 0.0311796 | Time: 1559.03 ms
[2021-10-22 11:04:21 main:574] : INFO : Epoch 1865 | loss: 0.031123 | val_loss: 0.0311829 | Time: 1557.2 ms
[2021-10-22 11:04:22 main:574] : INFO : Epoch 1866 | loss: 0.0311226 | val_loss: 0.0311905 | Time: 1552.17 ms
[2021-10-22 11:04:24 main:574] : INFO : Epoch 1867 | loss: 0.0311201 | val_loss: 0.0311832 | Time: 1555.1 ms
[2021-10-22 11:04:26 main:574] : INFO : Epoch 1868 | loss: 0.031116 | val_loss: 0.0311837 | Time: 1556.84 ms
[2021-10-22 11:04:27 main:574] : INFO : Epoch 1869 | loss: 0.0311139 | val_loss: 0.0311871 | Time: 1570.19 ms
[2021-10-22 11:04:29 main:574] : INFO : Epoch 1870 | loss: 0.0311144 | val_loss: 0.0311994 | Time: 1558.57 ms
[2021-10-22 11:04:30 main:574] : INFO : Epoch 1871 | loss: 0.0311113 | val_loss: 0.0311857 | Time: 1606.24 ms
[2021-10-22 11:04:32 main:574] : INFO : Epoch 1872 | loss: 0.0311098 | val_loss: 0.0311872 | Time: 1582.83 ms
[2021-10-22 11:04:34 main:574] : INFO : Epoch 1873 | loss: 0.0311075 | val_loss: 0.0311934 | Time: 1558.84 ms
[2021-10-22 11:04:35 main:574] : INFO : Epoch 1874 | loss: 0.0311046 | val_loss: 0.0311983 | Time: 1552.97 ms
[2021-10-22 11:04:37 main:574] : INFO : Epoch 1875 | loss: 0.0311077 | val_loss: 0.0312023 | Time: 1558.57 ms
[2021-10-22 11:04:38 main:574] : INFO : Epoch 1876 | loss: 0.0311036 | val_loss: 0.0312003 | Time: 1565.74 ms
[2021-10-22 11:04:40 main:574] : INFO : Epoch 1877 | loss: 0.0311016 | val_loss: 0.0311913 | Time: 1569.73 ms
[2021-10-22 11:04:41 main:574] : INFO : Epoch 1878 | loss: 0.0311025 | val_loss: 0.0311992 | Time: 1556.73 ms
[2021-10-22 11:04:43 main:574] : INFO : Epoch 1879 | loss: 0.0310976 | val_loss: 0.0311943 | Time: 1576.98 ms
[2021-10-22 11:04:45 main:574] : INFO : Epoch 1880 | loss: 0.0310962 | val_loss: 0.0311994 | Time: 1560.54 ms
[2021-10-22 11:04:46 main:574] : INFO : Epoch 1881 | loss: 0.031094 | val_loss: 0.0312053 | Time: 1579.57 ms
[2021-10-22 11:04:48 main:574] : INFO : Epoch 1882 | loss: 0.0310915 | val_loss: 0.0311979 | Time: 1552.23 ms
[2021-10-22 11:04:49 main:574] : INFO : Epoch 1883 | loss: 0.031092 | val_loss: 0.0312042 | Time: 1559.18 ms
[2021-10-22 11:04:51 main:574] : INFO : Epoch 1884 | loss: 0.0310923 | val_loss: 0.0312022 | Time: 1564.36 ms
[2021-10-22 11:04:52 main:574] : INFO : Epoch 1885 | loss: 0.0310908 | val_loss: 0.0311994 | Time: 1549.51 ms
[2021-10-22 11:04:54 main:574] : INFO : Epoch 1886 | loss: 0.0310916 | val_loss: 0.031207 | Time: 1621.71 ms
[2021-10-22 11:04:56 main:574] : INFO : Epoch 1887 | loss: 0.0310945 | val_loss: 0.0312099 | Time: 1562.29 ms
[2021-10-22 11:04:57 main:574] : INFO : Epoch 1888 | loss: 0.0310906 | val_loss: 0.0312117 | Time: 1571.43 ms
[2021-10-22 11:04:59 main:574] : INFO : Epoch 1889 | loss: 0.0310877 | val_loss: 0.0312105 | Time: 1554.16 ms
[2021-10-22 11:05:00 main:574] : INFO : Epoch 1890 | loss: 0.0310882 | val_loss: 0.0312083 | Time: 1570.46 ms
[2021-10-22 11:05:02 main:574] : INFO : Epoch 1891 | loss: 0.0310887 | val_loss: 0.0312093 | Time: 1552.54 ms
[2021-10-22 11:05:04 main:574] : INFO : Epoch 1892 | loss: 0.0310855 | val_loss: 0.031211 | Time: 1565.62 ms
[2021-10-22 11:05:05 main:574] : INFO : Epoch 1893 | loss: 0.0310862 | val_loss: 0.0312005 | Time: 1541.69 ms
[2021-10-22 11:05:07 main:574] : INFO : Epoch 1894 | loss: 0.0310859 | val_loss: 0.0312025 | Time: 1588.27 ms
[2021-10-22 11:05:08 main:574] : INFO : Epoch 1895 | loss: 0.0310889 | val_loss: 0.0312097 | Time: 1563.27 ms
[2021-10-22 11:05:10 main:574] : INFO : Epoch 1896 | loss: 0.031086 | val_loss: 0.0312056 | Time: 1558.27 ms
[2021-10-22 11:05:11 main:574] : INFO : Epoch 1897 | loss: 0.0310847 | val_loss: 0.0312118 | Time: 1560.07 ms
[2021-10-22 11:05:13 main:574] : INFO : Epoch 1898 | loss: 0.031082 | val_loss: 0.0312113 | Time: 1554.89 ms
[2021-10-22 11:05:15 main:574] : INFO : Epoch 1899 | loss: 0.0310828 | val_loss: 0.0312077 | Time: 1564.14 ms
[2021-10-22 11:05:16 main:574] : INFO : Epoch 1900 | loss: 0.0310809 | val_loss: 0.0312139 | Time: 1566.18 ms
[2021-10-22 11:05:18 main:574] : INFO : Epoch 1901 | loss: 0.0310767 | val_loss: 0.0312101 | Time: 1569.35 ms
[2021-10-22 11:05:19 main:574] : INFO : Epoch 1902 | loss: 0.0310761 | val_loss: 0.031208 | Time: 1557.96 ms
[2021-10-22 11:05:21 main:574] : INFO : Epoch 1903 | loss: 0.0310739 | val_loss: 0.0312183 | Time: 1561.77 ms
[2021-10-22 11:05:22 main:574] : INFO : Epoch 1904 | loss: 0.0310779 | val_loss: 0.0312197 | Time: 1552.62 ms
[2021-10-22 11:05:24 main:574] : INFO : Epoch 1905 | loss: 0.0310741 | val_loss: 0.0312153 | Time: 1570.73 ms
[2021-10-22 11:05:26 main:574] : INFO : Epoch 1906 | loss: 0.0310749 | val_loss: 0.031218 | Time: 1565.43 ms
[2021-10-22 11:05:27 main:574] : INFO : Epoch 1907 | loss: 0.0310753 | val_loss: 0.0312102 | Time: 1630.1 ms
[2021-10-22 11:05:29 main:574] : INFO : Epoch 1908 | loss: 0.0310724 | val_loss: 0.0312053 | Time: 1560.88 ms
[2021-10-22 11:05:30 main:574] : INFO : Epoch 1909 | loss: 0.0310721 | val_loss: 0.0312233 | Time: 1569.2 ms
[2021-10-22 11:05:32 main:574] : INFO : Epoch 1910 | loss: 0.0310727 | val_loss: 0.0312117 | Time: 1559.24 ms
[2021-10-22 11:05:34 main:574] : INFO : Epoch 1911 | loss: 0.0310724 | val_loss: 0.0312148 | Time: 1557.96 ms
[2021-10-22 11:05:35 main:574] : INFO : Epoch 1912 | loss: 0.03107 | val_loss: 0.0312234 | Time: 1555.31 ms
[2021-10-22 11:05:37 main:574] : INFO : Epoch 1913 | loss: 0.0310665 | val_loss: 0.0312264 | Time: 1587.23 ms
[2021-10-22 11:05:38 main:574] : INFO : Epoch 1914 | loss: 0.0310662 | val_loss: 0.0312205 | Time: 1553.78 ms
[2021-10-22 11:05:40 main:574] : INFO : Epoch 1915 | loss: 0.0310683 | val_loss: 0.031215 | Time: 1552.27 ms
[2021-10-22 11:05:41 main:574] : INFO : Epoch 1916 | loss: 0.0310707 | val_loss: 0.0312242 | Time: 1554.82 ms
[2021-10-22 11:05:43 main:574] : INFO : Epoch 1917 | loss: 0.0310656 | val_loss: 0.0312198 | Time: 1550.07 ms
[2021-10-22 11:05:45 main:574] : INFO : Epoch 1918 | loss: 0.031065 | val_loss: 0.0312263 | Time: 1573.18 ms
[2021-10-22 11:05:46 main:574] : INFO : Epoch 1919 | loss: 0.0310664 | val_loss: 0.0312182 | Time: 1632.21 ms
[2021-10-22 11:05:48 main:574] : INFO : Epoch 1920 | loss: 0.0310648 | val_loss: 0.0312197 | Time: 1558.36 ms
[2021-10-22 11:05:49 main:574] : INFO : Epoch 1921 | loss: 0.0310629 | val_loss: 0.0312259 | Time: 1567.83 ms
[2021-10-22 11:05:51 main:574] : INFO : Epoch 1922 | loss: 0.0310626 | val_loss: 0.0312119 | Time: 1556.28 ms
[2021-10-22 11:05:53 main:574] : INFO : Epoch 1923 | loss: 0.0310679 | val_loss: 0.0312258 | Time: 1559.24 ms
[2021-10-22 11:05:54 main:574] : INFO : Epoch 1924 | loss: 0.0310667 | val_loss: 0.0312111 | Time: 1560.28 ms
[2021-10-22 11:05:56 main:574] : INFO : Epoch 1925 | loss: 0.0310624 | val_loss: 0.0312286 | Time: 1730.02 ms
[2021-10-22 11:05:58 main:574] : INFO : Epoch 1926 | loss: 0.0310621 | val_loss: 0.0312245 | Time: 1547.6 ms
[2021-10-22 11:05:59 main:574] : INFO : Epoch 1927 | loss: 0.0310596 | val_loss: 0.0312166 | Time: 1564.05 ms
[2021-10-22 11:06:01 main:574] : INFO : Epoch 1928 | loss: 0.0310555 | val_loss: 0.031235 | Time: 1560.67 ms
[2021-10-22 11:06:02 main:574] : INFO : Epoch 1929 | loss: 0.0310552 | val_loss: 0.0312296 | Time: 1561.09 ms
[2021-10-22 11:06:04 main:574] : INFO : Epoch 1930 | loss: 0.0310615 | val_loss: 0.0312362 | Time: 1571.4 ms
[2021-10-22 11:06:05 main:574] : INFO : Epoch 1931 | loss: 0.0310639 | val_loss: 0.0312231 | Time: 1558.68 ms
[2021-10-22 11:06:07 main:574] : INFO : Epoch 1932 | loss: 0.031065 | val_loss: 0.0312233 | Time: 1562.52 ms
[2021-10-22 11:06:09 main:574] : INFO : Epoch 1933 | loss: 0.0310632 | val_loss: 0.0312177 | Time: 1550.11 ms
[2021-10-22 11:06:10 main:574] : INFO : Epoch 1934 | loss: 0.0310615 | val_loss: 0.0312305 | Time: 1557.65 ms
[2021-10-22 11:06:12 main:574] : INFO : Epoch 1935 | loss: 0.0310665 | val_loss: 0.0312223 | Time: 1561.38 ms
[2021-10-22 11:06:13 main:574] : INFO : Epoch 1936 | loss: 0.0310582 | val_loss: 0.0312294 | Time: 1555.64 ms
[2021-10-22 11:06:15 main:574] : INFO : Epoch 1937 | loss: 0.0310583 | val_loss: 0.0312255 | Time: 1551.95 ms
[2021-10-22 11:06:16 main:574] : INFO : Epoch 1938 | loss: 0.0310602 | val_loss: 0.0312256 | Time: 1607.32 ms
[2021-10-22 11:06:18 main:574] : INFO : Epoch 1939 | loss: 0.0310569 | val_loss: 0.0312259 | Time: 1560.43 ms
[2021-10-22 11:06:20 main:574] : INFO : Epoch 1940 | loss: 0.0310573 | val_loss: 0.0312277 | Time: 1559.7 ms
[2021-10-22 11:06:21 main:574] : INFO : Epoch 1941 | loss: 0.0310578 | val_loss: 0.0312176 | Time: 1555.76 ms
[2021-10-22 11:06:23 main:574] : INFO : Epoch 1942 | loss: 0.0310548 | val_loss: 0.0312321 | Time: 1554.27 ms
[2021-10-22 11:06:24 main:574] : INFO : Epoch 1943 | loss: 0.0310574 | val_loss: 0.0312179 | Time: 1577.17 ms
[2021-10-22 11:06:26 main:574] : INFO : Epoch 1944 | loss: 0.0310578 | val_loss: 0.0312255 | Time: 1583 ms
[2021-10-22 11:06:28 main:574] : INFO : Epoch 1945 | loss: 0.0310558 | val_loss: 0.0312239 | Time: 1559.25 ms
[2021-10-22 11:06:29 main:574] : INFO : Epoch 1946 | loss: 0.0310539 | val_loss: 0.0312281 | Time: 1551.13 ms
[2021-10-22 11:06:31 main:574] : INFO : Epoch 1947 | loss: 0.0310527 | val_loss: 0.0312353 | Time: 1569.61 ms
[2021-10-22 11:06:32 main:574] : INFO : Epoch 1948 | loss: 0.0310589 | val_loss: 0.0312298 | Time: 1576.76 ms
[2021-10-22 11:06:34 main:574] : INFO : Epoch 1949 | loss: 0.0310607 | val_loss: 0.0312334 | Time: 1617.78 ms
[2021-10-22 11:06:35 main:574] : INFO : Epoch 1950 | loss: 0.0310529 | val_loss: 0.0312359 | Time: 1560.82 ms
[2021-10-22 11:06:37 main:574] : INFO : Epoch 1951 | loss: 0.0310547 | val_loss: 0.0312234 | Time: 1579.92 ms
[2021-10-22 11:06:39 main:574] : INFO : Epoch 1952 | loss: 0.0310554 | val_loss: 0.0312316 | Time: 1571.53 ms
[2021-10-22 11:06:40 main:574] : INFO : Epoch 1953 | loss: 0.0310569 | val_loss: 0.0312198 | Time: 1564.8 ms
[2021-10-22 11:06:42 main:574] : INFO : Epoch 1954 | loss: 0.0310492 | val_loss: 0.0312349 | Time: 1567.26 ms
[2021-10-22 11:06:43 main:574] : INFO : Epoch 1955 | loss: 0.031051 | val_loss: 0.0312345 | Time: 1559.02 ms
[2021-10-22 11:06:45 main:574] : INFO : Epoch 1956 | loss: 0.0310528 | val_loss: 0.0312309 | Time: 1647.18 ms
[2021-10-22 11:06:47 main:574] : INFO : Epoch 1957 | loss: 0.0310556 | val_loss: 0.0312281 | Time: 1970.83 ms
[2021-10-22 11:06:49 main:574] : INFO : Epoch 1958 | loss: 0.0310569 | val_loss: 0.0312464 | Time: 1563.57 ms
[2021-10-22 11:06:50 main:574] : INFO : Epoch 1959 | loss: 0.031054 | val_loss: 0.0312382 | Time: 1560.23 ms
[2021-10-22 11:06:52 main:574] : INFO : Epoch 1960 | loss: 0.0310519 | val_loss: 0.0312226 | Time: 1550.53 ms
[2021-10-22 11:06:53 main:574] : INFO : Epoch 1961 | loss: 0.031061 | val_loss: 0.0312339 | Time: 1571.74 ms
[2021-10-22 11:06:55 main:574] : INFO : Epoch 1962 | loss: 0.0310554 | val_loss: 0.0312199 | Time: 1572.79 ms
[2021-10-22 11:06:57 main:574] : INFO : Epoch 1963 | loss: 0.0310581 | val_loss: 0.0312256 | Time: 1577.89 ms
[2021-10-22 11:06:58 main:574] : INFO : Epoch 1964 | loss: 0.0310587 | val_loss: 0.0312417 | Time: 1566.72 ms
[2021-10-22 11:07:00 main:574] : INFO : Epoch 1965 | loss: 0.0310587 | val_loss: 0.031242 | Time: 1554.38 ms
[2021-10-22 11:07:01 main:574] : INFO : Epoch 1966 | loss: 0.0310587 | val_loss: 0.0312379 | Time: 1586.17 ms
[2021-10-22 11:07:03 main:574] : INFO : Epoch 1967 | loss: 0.0310472 | val_loss: 0.0312349 | Time: 1624.68 ms
[2021-10-22 11:07:05 main:574] : INFO : Epoch 1968 | loss: 0.0310465 | val_loss: 0.0312298 | Time: 1555.64 ms
[2021-10-22 11:07:06 main:574] : INFO : Epoch 1969 | loss: 0.0310487 | val_loss: 0.0312451 | Time: 1575.77 ms
[2021-10-22 11:07:08 main:574] : INFO : Epoch 1970 | loss: 0.0310509 | val_loss: 0.031242 | Time: 1559.68 ms
[2021-10-22 11:07:09 main:574] : INFO : Epoch 1971 | loss: 0.0310476 | val_loss: 0.0312363 | Time: 1560.66 ms
[2021-10-22 11:07:11 main:574] : INFO : Epoch 1972 | loss: 0.0310516 | val_loss: 0.0312389 | Time: 1547.26 ms
[2021-10-22 11:07:12 main:574] : INFO : Epoch 1973 | loss: 0.0310491 | val_loss: 0.0312306 | Time: 1578.55 ms
[2021-10-22 11:07:14 main:574] : INFO : Epoch 1974 | loss: 0.0310466 | val_loss: 0.0312296 | Time: 1556.69 ms
[2021-10-22 11:07:16 main:574] : INFO : Epoch 1975 | loss: 0.0310523 | val_loss: 0.0312342 | Time: 1581.63 ms
[2021-10-22 11:07:17 main:574] : INFO : Epoch 1976 | loss: 0.0310488 | val_loss: 0.0312262 | Time: 1557.78 ms
[2021-10-22 11:07:19 main:574] : INFO : Epoch 1977 | loss: 0.0310503 | val_loss: 0.0312433 | Time: 1562.61 ms
[2021-10-22 11:07:20 main:574] : INFO : Epoch 1978 | loss: 0.0310476 | val_loss: 0.0312356 | Time: 1544.8 ms
[2021-10-22 11:07:22 main:574] : INFO : Epoch 1979 | loss: 0.031045 | val_loss: 0.0312416 | Time: 1563.88 ms
[2021-10-22 11:07:24 main:574] : INFO : Epoch 1980 | loss: 0.031059 | val_loss: 0.0312379 | Time: 1578.48 ms
[2021-10-22 11:07:25 main:574] : INFO : Epoch 1981 | loss: 0.0310527 | val_loss: 0.0312332 | Time: 1568.08 ms
[2021-10-22 11:07:27 main:574] : INFO : Epoch 1982 | loss: 0.0310555 | val_loss: 0.031233 | Time: 1577.81 ms
[2021-10-22 11:07:28 main:574] : INFO : Epoch 1983 | loss: 0.0310558 | val_loss: 0.0312192 | Time: 1558.99 ms
[2021-10-22 11:07:30 main:574] : INFO : Epoch 1984 | loss: 0.0310535 | val_loss: 0.0312273 | Time: 1561.51 ms
[2021-10-22 11:07:31 main:574] : INFO : Epoch 1985 | loss: 0.0310483 | val_loss: 0.0312307 | Time: 1592.99 ms
[2021-10-22 11:07:33 main:574] : INFO : Epoch 1986 | loss: 0.031048 | val_loss: 0.0312392 | Time: 1559.96 ms
[2021-10-22 11:07:35 main:574] : INFO : Epoch 1987 | loss: 0.0310469 | val_loss: 0.0312376 | Time: 1546.5 ms
[2021-10-22 11:07:36 main:574] : INFO : Epoch 1988 | loss: 0.0310503 | val_loss: 0.0312331 | Time: 1564.35 ms
[2021-10-22 11:07:38 main:574] : INFO : Epoch 1989 | loss: 0.0310521 | val_loss: 0.0312347 | Time: 1561.82 ms
[2021-10-22 11:07:39 main:574] : INFO : Epoch 1990 | loss: 0.0310456 | val_loss: 0.0312274 | Time: 1568.9 ms
[2021-10-22 11:07:41 main:574] : INFO : Epoch 1991 | loss: 0.0310466 | val_loss: 0.0312367 | Time: 1562.93 ms
[2021-10-22 11:07:43 main:574] : INFO : Epoch 1992 | loss: 0.0310504 | val_loss: 0.0312601 | Time: 1566.24 ms
[2021-10-22 11:07:44 main:574] : INFO : Epoch 1993 | loss: 0.0310466 | val_loss: 0.031241 | Time: 1569.96 ms
[2021-10-22 11:07:46 main:574] : INFO : Epoch 1994 | loss: 0.0310439 | val_loss: 0.031229 | Time: 1564.37 ms
[2021-10-22 11:07:47 main:574] : INFO : Epoch 1995 | loss: 0.031046 | val_loss: 0.0312295 | Time: 1551.18 ms
[2021-10-22 11:07:49 main:574] : INFO : Epoch 1996 | loss: 0.0310493 | val_loss: 0.0312369 | Time: 1638.8 ms
[2021-10-22 11:07:50 main:574] : INFO : Epoch 1997 | loss: 0.0310548 | val_loss: 0.0312391 | Time: 1572.1 ms
[2021-10-22 11:07:52 main:574] : INFO : Epoch 1998 | loss: 0.0310592 | val_loss: 0.0312265 | Time: 1548.23 ms
[2021-10-22 11:07:54 main:574] : INFO : Epoch 1999 | loss: 0.0310563 | val_loss: 0.0312406 | Time: 1565.47 ms
[2021-10-22 11:07:55 main:574] : INFO : Epoch 2000 | loss: 0.0310507 | val_loss: 0.0312328 | Time: 1559.98 ms
[2021-10-22 11:07:57 main:574] : INFO : Epoch 2001 | loss: 0.0310433 | val_loss: 0.0312185 | Time: 1552.85 ms
[2021-10-22 11:07:58 main:574] : INFO : Epoch 2002 | loss: 0.0310437 | val_loss: 0.0312287 | Time: 1568.47 ms
[2021-10-22 11:08:00 main:574] : INFO : Epoch 2003 | loss: 0.0310417 | val_loss: 0.0312401 | Time: 1659.86 ms
[2021-10-22 11:08:02 main:574] : INFO : Epoch 2004 | loss: 0.0310419 | val_loss: 0.0312411 | Time: 1582.58 ms
[2021-10-22 11:08:03 main:574] : INFO : Epoch 2005 | loss: 0.0310432 | val_loss: 0.031231 | Time: 1575.75 ms
[2021-10-22 11:08:05 main:574] : INFO : Epoch 2006 | loss: 0.0310433 | val_loss: 0.0312534 | Time: 1558.18 ms
[2021-10-22 11:08:06 main:574] : INFO : Epoch 2007 | loss: 0.0310523 | val_loss: 0.0312437 | Time: 1565.67 ms
[2021-10-22 11:08:08 main:574] : INFO : Epoch 2008 | loss: 0.0310483 | val_loss: 0.0312248 | Time: 1559.84 ms
[2021-10-22 11:08:10 main:574] : INFO : Epoch 2009 | loss: 0.031046 | val_loss: 0.0312255 | Time: 1562.39 ms
[2021-10-22 11:08:11 main:574] : INFO : Epoch 2010 | loss: 0.0310454 | val_loss: 0.0312334 | Time: 1567.25 ms
[2021-10-22 11:08:13 main:574] : INFO : Epoch 2011 | loss: 0.0310397 | val_loss: 0.0312513 | Time: 1563.76 ms
[2021-10-22 11:08:14 main:574] : INFO : Epoch 2012 | loss: 0.0310467 | val_loss: 0.0312474 | Time: 1681.47 ms
[2021-10-22 11:08:16 main:574] : INFO : Epoch 2013 | loss: 0.0310506 | val_loss: 0.0312487 | Time: 1559.88 ms
[2021-10-22 11:08:18 main:574] : INFO : Epoch 2014 | loss: 0.0310408 | val_loss: 0.0312379 | Time: 1567.13 ms
[2021-10-22 11:08:19 main:574] : INFO : Epoch 2015 | loss: 0.0310455 | val_loss: 0.0312374 | Time: 1563.56 ms
[2021-10-22 11:08:21 main:574] : INFO : Epoch 2016 | loss: 0.0310496 | val_loss: 0.0312349 | Time: 1563.1 ms
[2021-10-22 11:08:22 main:574] : INFO : Epoch 2017 | loss: 0.0310438 | val_loss: 0.0312542 | Time: 1559.29 ms
[2021-10-22 11:08:24 main:574] : INFO : Epoch 2018 | loss: 0.031041 | val_loss: 0.0312528 | Time: 1554.57 ms
[2021-10-22 11:08:25 main:574] : INFO : Epoch 2019 | loss: 0.0310426 | val_loss: 0.0312488 | Time: 1579.94 ms
[2021-10-22 11:08:27 main:574] : INFO : Epoch 2020 | loss: 0.0310472 | val_loss: 0.0312377 | Time: 1561.62 ms
[2021-10-22 11:08:29 main:574] : INFO : Epoch 2021 | loss: 0.0310426 | val_loss: 0.0312333 | Time: 1589.63 ms
[2021-10-22 11:08:30 main:574] : INFO : Epoch 2022 | loss: 0.031042 | val_loss: 0.0312379 | Time: 1555.12 ms
[2021-10-22 11:08:32 main:574] : INFO : Epoch 2023 | loss: 0.0310451 | val_loss: 0.0312348 | Time: 1614.22 ms
[2021-10-22 11:08:33 main:574] : INFO : Epoch 2024 | loss: 0.0310466 | val_loss: 0.0312382 | Time: 1581.55 ms
[2021-10-22 11:08:35 main:574] : INFO : Epoch 2025 | loss: 0.0310442 | val_loss: 0.0312284 | Time: 1571.83 ms
[2021-10-22 11:08:37 main:574] : INFO : Epoch 2026 | loss: 0.0310434 | val_loss: 0.0312481 | Time: 1569.35 ms
[2021-10-22 11:08:38 main:574] : INFO : Epoch 2027 | loss: 0.03104 | val_loss: 0.0312428 | Time: 1554.24 ms
[2021-10-22 11:08:40 main:574] : INFO : Epoch 2028 | loss: 0.0310494 | val_loss: 0.0312282 | Time: 1572.15 ms
[2021-10-22 11:08:41 main:574] : INFO : Epoch 2029 | loss: 0.0310517 | val_loss: 0.0312181 | Time: 1556.15 ms
[2021-10-22 11:08:43 main:574] : INFO : Epoch 2030 | loss: 0.0310469 | val_loss: 0.0312225 | Time: 1554.94 ms
[2021-10-22 11:08:45 main:574] : INFO : Epoch 2031 | loss: 0.0310479 | val_loss: 0.0312273 | Time: 1563.14 ms
[2021-10-22 11:08:46 main:574] : INFO : Epoch 2032 | loss: 0.0310414 | val_loss: 0.0312637 | Time: 1564.79 ms
[2021-10-22 11:08:48 main:574] : INFO : Epoch 2033 | loss: 0.0310405 | val_loss: 0.03125 | Time: 1574.85 ms
[2021-10-22 11:08:49 main:574] : INFO : Epoch 2034 | loss: 0.0310389 | val_loss: 0.031238 | Time: 1571.95 ms
[2021-10-22 11:08:51 main:574] : INFO : Epoch 2035 | loss: 0.0310424 | val_loss: 0.0312403 | Time: 1556.61 ms
[2021-10-22 11:08:52 main:574] : INFO : Epoch 2036 | loss: 0.031045 | val_loss: 0.031241 | Time: 1563.44 ms
[2021-10-22 11:08:54 main:574] : INFO : Epoch 2037 | loss: 0.0310451 | val_loss: 0.0312351 | Time: 1592.79 ms
[2021-10-22 11:08:56 main:574] : INFO : Epoch 2038 | loss: 0.0310444 | val_loss: 0.0312503 | Time: 1566.93 ms
[2021-10-22 11:08:57 main:574] : INFO : Epoch 2039 | loss: 0.0310415 | val_loss: 0.0312384 | Time: 1556.53 ms
[2021-10-22 11:08:59 main:574] : INFO : Epoch 2040 | loss: 0.0310479 | val_loss: 0.031248 | Time: 1569.47 ms
[2021-10-22 11:09:00 main:574] : INFO : Epoch 2041 | loss: 0.0310394 | val_loss: 0.0312439 | Time: 1567.51 ms
[2021-10-22 11:09:02 main:574] : INFO : Epoch 2042 | loss: 0.0310367 | val_loss: 0.0312344 | Time: 1576.23 ms
[2021-10-22 11:09:04 main:574] : INFO : Epoch 2043 | loss: 0.0310397 | val_loss: 0.0312305 | Time: 1546.92 ms
[2021-10-22 11:09:05 main:574] : INFO : Epoch 2044 | loss: 0.0310377 | val_loss: 0.0312468 | Time: 1598.74 ms
[2021-10-22 11:09:07 main:574] : INFO : Epoch 2045 | loss: 0.031042 | val_loss: 0.0312417 | Time: 1570.89 ms
[2021-10-22 11:09:08 main:574] : INFO : Epoch 2046 | loss: 0.0310478 | val_loss: 0.031224 | Time: 1557.07 ms
[2021-10-22 11:09:10 main:574] : INFO : Epoch 2047 | loss: 0.0310479 | val_loss: 0.0312326 | Time: 1565.89 ms
[2021-10-22 11:09:11 main:574] : INFO : Epoch 2048 | loss: 0.0310409 | val_loss: 0.031252 | Time: 1561.91 ms
[2021-10-22 11:09:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031252
[2021-10-22 11:09:12 main:603] : INFO : Saving end state to config to file
[2021-10-22 11:09:12 main:608] : INFO : Success, exiting..
11:09:12 (1524): 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)