Task 10031229
| Name | ParityModified-1639964790-13146-0_0 |
| Workunit | 7409836 |
| Created | 20 Dec 2021, 1:46:31 UTC |
| Sent | 6 Jan 2022, 6:10:58 UTC |
| Report deadline | 14 Jan 2022, 6:10:58 UTC |
| Received | 7 Jan 2022, 23:18:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8169 |
| Run time | 54 min 1 sec |
| CPU time | 48 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -07 15:04:38 main:574] : INFO : Epoch 1542 | loss: 0.0310513 | val_loss: 0.0312514 | Time: 1514.5 ms [2022-01-07 15:04:39 main:574] : INFO : Epoch 1543 | loss: 0.031049 | val_loss: 0.0312751 | Time: 1512.77 ms [2022-01-07 15:04:41 main:574] : INFO : Epoch 1544 | loss: 0.0310641 | val_loss: 0.0312285 | Time: 1511.4 ms [2022-01-07 15:04:42 main:574] : INFO : Epoch 1545 | loss: 0.0310528 | val_loss: 0.0312442 | Time: 1514.2 ms [2022-01-07 15:04:44 main:574] : INFO : Epoch 1546 | loss: 0.031055 | val_loss: 0.0312467 | Time: 1513.5 ms [2022-01-07 15:04:46 main:574] : INFO : Epoch 1547 | loss: 0.0310406 | val_loss: 0.0312595 | Time: 1512.63 ms [2022-01-07 15:04:47 main:574] : INFO : Epoch 1548 | loss: 0.031035 | val_loss: 0.0312566 | Time: 1521.44 ms [2022-01-07 15:04:49 main:574] : INFO : Epoch 1549 | loss: 0.0310332 | val_loss: 0.0312587 | Time: 1508.15 ms [2022-01-07 15:04:50 main:574] : INFO : Epoch 1550 | loss: 0.0310335 | val_loss: 0.0312705 | Time: 1519.98 ms [2022-01-07 15:04:52 main:574] : INFO : Epoch 1551 | loss: 0.0310377 | val_loss: 0.0312581 | Time: 1523.24 ms [2022-01-07 15:04:53 main:574] : INFO : Epoch 1552 | loss: 0.0310335 | val_loss: 0.0312402 | Time: 1515.5 ms [2022-01-07 15:04:55 main:574] : INFO : Epoch 1553 | loss: 0.0310347 | val_loss: 0.0312519 | Time: 1525.96 ms [2022-01-07 15:04:57 main:574] : INFO : Epoch 1554 | loss: 0.031033 | val_loss: 0.0312855 | Time: 1533.72 ms [2022-01-07 15:04:58 main:574] : INFO : Epoch 1555 | loss: 0.031045 | val_loss: 0.0312735 | Time: 1513.27 ms [2022-01-07 15:05:00 main:574] : INFO : Epoch 1556 | loss: 0.0310385 | val_loss: 0.0312553 | Time: 1513.03 ms [2022-01-07 15:05:01 main:574] : INFO : Epoch 1557 | loss: 0.0310361 | val_loss: 0.0312542 | Time: 1508.95 ms [2022-01-07 15:05:03 main:574] : INFO : Epoch 1558 | loss: 0.031043 | val_loss: 0.0312656 | Time: 1506.68 ms [2022-01-07 15:05:04 main:574] : INFO : Epoch 1559 | loss: 0.0310483 | val_loss: 0.031258 | Time: 1516.65 ms [2022-01-07 15:05:06 main:574] : INFO : Epoch 1560 | loss: 0.0310402 | val_loss: 0.0312658 | Time: 1514.69 ms [2022-01-07 15:05:08 main:574] : INFO : Epoch 1561 | loss: 0.0310419 | val_loss: 0.0312636 | Time: 1529.34 ms [2022-01-07 15:05:09 main:574] : INFO : Epoch 1562 | loss: 0.0310415 | val_loss: 0.0312533 | Time: 1513.21 ms [2022-01-07 15:05:11 main:574] : INFO : Epoch 1563 | loss: 0.031035 | val_loss: 0.0312754 | Time: 1523.88 ms [2022-01-07 15:05:12 main:574] : INFO : Epoch 1564 | loss: 0.031038 | val_loss: 0.0312589 | Time: 1491.48 ms [2022-01-07 15:05:14 main:574] : INFO : Epoch 1565 | loss: 0.0310488 | val_loss: 0.0312551 | Time: 1511.13 ms [2022-01-07 15:05:15 main:574] : INFO : Epoch 1566 | loss: 0.0310426 | val_loss: 0.0312446 | Time: 1511.15 ms [2022-01-07 15:05:17 main:574] : INFO : Epoch 1567 | loss: 0.0310362 | val_loss: 0.0312675 | Time: 1519.08 ms [2022-01-07 15:05:19 main:574] : INFO : Epoch 1568 | loss: 0.0310346 | val_loss: 0.0312501 | Time: 1509.81 ms [2022-01-07 15:05:20 main:574] : INFO : Epoch 1569 | loss: 0.031037 | val_loss: 0.0312783 | Time: 1520 ms [2022-01-07 15:05:22 main:574] : INFO : Epoch 1570 | loss: 0.0310392 | val_loss: 0.0312501 | Time: 1518.87 ms [2022-01-07 15:05:23 main:574] : INFO : Epoch 1571 | loss: 0.0310362 | val_loss: 0.0312555 | Time: 1508.72 ms [2022-01-07 15:05:25 main:574] : INFO : Epoch 1572 | loss: 0.0310342 | val_loss: 0.0312713 | Time: 1517.21 ms [2022-01-07 15:05:26 main:574] : INFO : Epoch 1573 | loss: 0.0310434 | val_loss: 0.0312387 | Time: 1527.11 ms [2022-01-07 15:05:28 main:574] : INFO : Epoch 1574 | loss: 0.0310391 | val_loss: 0.0312538 | Time: 1513 ms [2022-01-07 15:05:30 main:574] : INFO : Epoch 1575 | loss: 0.0310418 | val_loss: 0.0312488 | Time: 1511.41 ms [2022-01-07 15:05:31 main:574] : INFO : Epoch 1576 | loss: 0.0310372 | val_loss: 0.0312539 | Time: 1512.99 ms [2022-01-07 15:05:33 main:574] : INFO : Epoch 1577 | loss: 0.0310356 | val_loss: 0.0312636 | Time: 1522.89 ms [2022-01-07 15:05:34 main:574] : INFO : Epoch 1578 | loss: 0.0310344 | val_loss: 0.0312594 | Time: 1512.4 ms [2022-01-07 15:05:36 main:574] : INFO : Epoch 1579 | loss: 0.0310396 | val_loss: 0.0312645 | Time: 1507.81 ms [2022-01-07 15:05:37 main:574] : INFO : Epoch 1580 | loss: 0.0310356 | val_loss: 0.0312485 | Time: 1522.33 ms [2022-01-07 15:05:39 main:574] : INFO : Epoch 1581 | loss: 0.0310442 | val_loss: 0.0312492 | Time: 1514.68 ms [2022-01-07 15:05:41 main:574] : INFO : Epoch 1582 | loss: 0.0310445 | val_loss: 0.0312812 | Time: 1509.1 ms [2022-01-07 15:05:42 main:574] : INFO : Epoch 1583 | loss: 0.0310461 | val_loss: 0.0312798 | Time: 1510.88 ms [2022-01-07 15:05:44 main:574] : INFO : Epoch 1584 | loss: 0.0310416 | val_loss: 0.0312682 | Time: 1524.56 ms [2022-01-07 15:05:45 main:574] : INFO : Epoch 1585 | loss: 0.0310425 | val_loss: 0.0312467 | Time: 1509.63 ms [2022-01-07 15:05:47 main:574] : INFO : Epoch 1586 | loss: 0.0310479 | val_loss: 0.0312653 | Time: 1523.18 ms [2022-01-07 15:05:48 main:574] : INFO : Epoch 1587 | loss: 0.0310446 | val_loss: 0.031268 | Time: 1503.8 ms [2022-01-07 15:05:50 main:574] : INFO : Epoch 1588 | loss: 0.0310395 | val_loss: 0.0312646 | Time: 1519.63 ms [2022-01-07 15:05:51 main:574] : INFO : Epoch 1589 | loss: 0.0310404 | val_loss: 0.0312553 | Time: 1512.58 ms [2022-01-07 15:05:53 main:574] : INFO : Epoch 1590 | loss: 0.031051 | val_loss: 0.0312384 | Time: 1511.07 ms [2022-01-07 15:05:55 main:574] : INFO : Epoch 1591 | loss: 0.0310422 | val_loss: 0.0312467 | Time: 1499.43 ms [2022-01-07 15:05:56 main:574] : INFO : Epoch 1592 | loss: 0.0310416 | val_loss: 0.0312448 | Time: 1503.16 ms [2022-01-07 15:05:58 main:574] : INFO : Epoch 1593 | loss: 0.031045 | val_loss: 0.0312562 | Time: 1519.77 ms [2022-01-07 15:05:59 main:574] : INFO : Epoch 1594 | loss: 0.0310409 | val_loss: 0.0312526 | Time: 1499.67 ms [2022-01-07 15:06:01 main:574] : INFO : Epoch 1595 | loss: 0.0310386 | val_loss: 0.031279 | Time: 1515.08 ms [2022-01-07 15:06:02 main:574] : INFO : Epoch 1596 | loss: 0.0310352 | val_loss: 0.03127 | Time: 1519.92 ms [2022-01-07 15:06:04 main:574] : INFO : Epoch 1597 | loss: 0.0310327 | val_loss: 0.0312653 | Time: 1512.66 ms [2022-01-07 15:06:06 main:574] : INFO : Epoch 1598 | loss: 0.0310409 | val_loss: 0.0312539 | Time: 1500.15 ms [2022-01-07 15:06:07 main:574] : INFO : Epoch 1599 | loss: 0.0310381 | val_loss: 0.0312498 | Time: 1524.24 ms [2022-01-07 15:06:09 main:574] : INFO : Epoch 1600 | loss: 0.03105 | val_loss: 0.031242 | Time: 1499.99 ms [2022-01-07 15:06:10 main:574] : INFO : Epoch 1601 | loss: 0.0310445 | val_loss: 0.0312449 | Time: 1506.2 ms [2022-01-07 15:06:12 main:574] : INFO : Epoch 1602 | loss: 0.0310453 | val_loss: 0.0312771 | Time: 1514.08 ms [2022-01-07 15:06:13 main:574] : INFO : Epoch 1603 | loss: 0.0310532 | val_loss: 0.0312733 | Time: 1517.92 ms [2022-01-07 15:06:15 main:574] : INFO : Epoch 1604 | loss: 0.0310421 | val_loss: 0.0312475 | Time: 1522.41 ms [2022-01-07 15:06:16 main:574] : INFO : Epoch 1605 | loss: 0.0310324 | val_loss: 0.0312615 | Time: 1529.35 ms [2022-01-07 15:06:18 main:574] : INFO : Epoch 1606 | loss: 0.0310301 | val_loss: 0.0312579 | Time: 1510.97 ms [2022-01-07 15:06:20 main:574] : INFO : Epoch 1607 | loss: 0.0310315 | val_loss: 0.0312509 | Time: 1531.37 ms [2022-01-07 15:06:21 main:574] : INFO : Epoch 1608 | loss: 0.0310419 | val_loss: 0.0312623 | Time: 1512.83 ms [2022-01-07 15:06:23 main:574] : INFO : Epoch 1609 | loss: 0.0310404 | val_loss: 0.0312645 | Time: 1513.35 ms [2022-01-07 15:06:24 main:574] : INFO : Epoch 1610 | loss: 0.0310409 | val_loss: 0.0312799 | Time: 1516.96 ms [2022-01-07 15:06:26 main:574] : INFO : Epoch 1611 | loss: 0.0310349 | val_loss: 0.0312455 | Time: 1515.73 ms [2022-01-07 15:06:27 main:574] : INFO : Epoch 1612 | loss: 0.0310332 | val_loss: 0.0312654 | Time: 1515.73 ms [2022-01-07 15:06:29 main:574] : INFO : Epoch 1613 | loss: 0.0310397 | val_loss: 0.0312757 | Time: 1506.43 ms [2022-01-07 15:06:31 main:574] : INFO : Epoch 1614 | loss: 0.031037 | val_loss: 0.0312677 | Time: 1519.78 ms [2022-01-07 15:06:32 main:574] : INFO : Epoch 1615 | loss: 0.0310391 | val_loss: 0.031253 | Time: 1516.02 ms [2022-01-07 15:06:34 main:574] : INFO : Epoch 1616 | loss: 0.0310421 | val_loss: 0.0312615 | Time: 1531.8 ms [2022-01-07 15:06:35 main:574] : INFO : Epoch 1617 | loss: 0.0310822 | val_loss: 0.0312787 | Time: 1505.56 ms [2022-01-07 15:06:37 main:574] : INFO : Epoch 1618 | loss: 0.0311479 | val_loss: 0.0312748 | Time: 1527.93 ms [2022-01-07 15:06:38 main:574] : INFO : Epoch 1619 | loss: 0.0311443 | val_loss: 0.031243 | Time: 1510.69 ms [2022-01-07 15:06:40 main:574] : INFO : Epoch 1620 | loss: 0.0310613 | val_loss: 0.0312597 | Time: 1505.12 ms [2022-01-07 15:06:41 main:574] : INFO : Epoch 1621 | loss: 0.0310391 | val_loss: 0.0312729 | Time: 1505.32 ms [2022-01-07 15:06:43 main:574] : INFO : Epoch 1622 | loss: 0.0310491 | val_loss: 0.0312443 | Time: 1503.8 ms [2022-01-07 15:06:45 main:574] : INFO : Epoch 1623 | loss: 0.0310499 | val_loss: 0.0312532 | Time: 1511.63 ms [2022-01-07 15:06:46 main:574] : INFO : Epoch 1624 | loss: 0.0310482 | val_loss: 0.0312446 | Time: 1504.34 ms [2022-01-07 15:06:48 main:574] : INFO : Epoch 1625 | loss: 0.031053 | val_loss: 0.0312551 | Time: 1516.32 ms [2022-01-07 15:06:49 main:574] : INFO : Epoch 1626 | loss: 0.0310401 | val_loss: 0.0312698 | Time: 1509.04 ms [2022-01-07 15:06:51 main:574] : INFO : Epoch 1627 | loss: 0.0310386 | val_loss: 0.0312632 | Time: 1508.5 ms [2022-01-07 15:06:52 main:574] : INFO : Epoch 1628 | loss: 0.0310482 | val_loss: 0.0312795 | Time: 1522.01 ms [2022-01-07 15:06:54 main:574] : INFO : Epoch 1629 | loss: 0.0310456 | val_loss: 0.0312787 | Time: 1500.95 ms [2022-01-07 15:06:56 main:574] : INFO : Epoch 1630 | loss: 0.0310438 | val_loss: 0.0312764 | Time: 1505.85 ms [2022-01-07 15:06:57 main:574] : INFO : Epoch 1631 | loss: 0.0310393 | val_loss: 0.0312478 | Time: 1534.83 ms [2022-01-07 15:06:59 main:574] : INFO : Epoch 1632 | loss: 0.0310374 | val_loss: 0.031265 | Time: 1502.65 ms [2022-01-07 15:07:00 main:574] : INFO : Epoch 1633 | loss: 0.0310399 | val_loss: 0.0312664 | Time: 1510.63 ms [2022-01-07 15:07:02 main:574] : INFO : Epoch 1634 | loss: 0.0310407 | val_loss: 0.0312557 | Time: 1504.5 ms [2022-01-07 15:07:03 main:574] : INFO : Epoch 1635 | loss: 0.0310377 | val_loss: 0.0312362 | Time: 1503.68 ms [2022-01-07 15:07:05 main:574] : INFO : Epoch 1636 | loss: 0.0310385 | val_loss: 0.0312635 | Time: 1519.14 ms [2022-01-07 15:07:06 main:574] : INFO : Epoch 1637 | loss: 0.0310383 | val_loss: 0.0312737 | Time: 1519.79 ms [2022-01-07 15:07:08 main:574] : INFO : Epoch 1638 | loss: 0.0310326 | val_loss: 0.0312706 | Time: 1518.02 ms [2022-01-07 15:07:10 main:574] : INFO : Epoch 1639 | loss: 0.0310421 | val_loss: 0.031264 | Time: 1513.79 ms [2022-01-07 15:07:11 main:574] : INFO : Epoch 1640 | loss: 0.0310596 | val_loss: 0.0312725 | Time: 1514.21 ms [2022-01-07 15:07:13 main:574] : INFO : Epoch 1641 | loss: 0.0310524 | val_loss: 0.0312665 | Time: 1501.32 ms [2022-01-07 15:07:14 main:574] : INFO : Epoch 1642 | loss: 0.0310439 | val_loss: 0.0312637 | Time: 1524.87 ms [2022-01-07 15:07:16 main:574] : INFO : Epoch 1643 | loss: 0.0310408 | val_loss: 0.031267 | Time: 1517 ms [2022-01-07 15:07:17 main:574] : INFO : Epoch 1644 | loss: 0.03104 | val_loss: 0.0312678 | Time: 1527.17 ms [2022-01-07 15:07:19 main:574] : INFO : Epoch 1645 | loss: 0.0310365 | val_loss: 0.0312669 | Time: 1533.56 ms [2022-01-07 15:07:21 main:574] : INFO : Epoch 1646 | loss: 0.0310386 | val_loss: 0.031256 | Time: 1674.67 ms [2022-01-07 15:07:22 main:574] : INFO : Epoch 1647 | loss: 0.031039 | val_loss: 0.0312571 | Time: 1509.31 ms [2022-01-07 15:07:24 main:574] : INFO : Epoch 1648 | loss: 0.0310385 | val_loss: 0.0312723 | Time: 1536.74 ms [2022-01-07 15:07:25 main:574] : INFO : Epoch 1649 | loss: 0.0310396 | val_loss: 0.031254 | Time: 1517.1 ms [2022-01-07 15:07:27 main:574] : INFO : Epoch 1650 | loss: 0.0310384 | val_loss: 0.031265 | Time: 1532.92 ms [2022-01-07 15:07:29 main:574] : INFO : Epoch 1651 | loss: 0.0310449 | val_loss: 0.0312602 | Time: 1507.87 ms [2022-01-07 15:07:30 main:574] : INFO : Epoch 1652 | loss: 0.0310456 | val_loss: 0.0312584 | Time: 1517.55 ms [2022-01-07 15:07:32 main:574] : INFO : Epoch 1653 | loss: 0.0310443 | val_loss: 0.0312582 | Time: 1503.97 ms [2022-01-07 15:07:33 main:574] : INFO : Epoch 1654 | loss: 0.0310374 | val_loss: 0.0312736 | Time: 1504.94 ms [2022-01-07 15:07:35 main:574] : INFO : Epoch 1655 | loss: 0.0310323 | val_loss: 0.0312595 | Time: 1502.23 ms [2022-01-07 15:07:36 main:574] : INFO : Epoch 1656 | loss: 0.0310318 | val_loss: 0.0312686 | Time: 1503.52 ms [2022-01-07 15:07:38 main:574] : INFO : Epoch 1657 | loss: 0.0310707 | val_loss: 0.0312565 | Time: 1533.78 ms [2022-01-07 15:07:39 main:574] : INFO : Epoch 1658 | loss: 0.0310762 | val_loss: 0.0312294 | Time: 1508.95 ms [2022-01-07 15:07:41 main:574] : INFO : Epoch 1659 | loss: 0.0310605 | val_loss: 0.0312416 | Time: 1509.77 ms [2022-01-07 15:07:43 main:574] : INFO : Epoch 1660 | loss: 0.0310502 | val_loss: 0.0312671 | Time: 1507.69 ms [2022-01-07 15:07:44 main:574] : INFO : Epoch 1661 | loss: 0.0310377 | val_loss: 0.0312469 | Time: 1524.65 ms [2022-01-07 15:07:46 main:574] : INFO : Epoch 1662 | loss: 0.0310408 | val_loss: 0.0312515 | Time: 1507.4 ms [2022-01-07 15:07:47 main:574] : INFO : Epoch 1663 | loss: 0.0310388 | val_loss: 0.0312837 | Time: 1530.19 ms [2022-01-07 15:07:49 main:574] : INFO : Epoch 1664 | loss: 0.0310409 | val_loss: 0.0312623 | Time: 1504.19 ms [2022-01-07 15:07:50 main:574] : INFO : Epoch 1665 | loss: 0.0310376 | val_loss: 0.0312741 | Time: 1518.27 ms [2022-01-07 15:07:52 main:574] : INFO : Epoch 1666 | loss: 0.0310389 | val_loss: 0.0312676 | Time: 1512.71 ms [2022-01-07 15:07:54 main:574] : INFO : Epoch 1667 | loss: 0.0310373 | val_loss: 0.0312641 | Time: 1531.81 ms [2022-01-07 15:07:55 main:574] : INFO : Epoch 1668 | loss: 0.0310443 | val_loss: 0.0312505 | Time: 1510.21 ms [2022-01-07 15:07:57 main:574] : INFO : Epoch 1669 | loss: 0.0310378 | val_loss: 0.031258 | Time: 1520.97 ms [2022-01-07 15:07:58 main:574] : INFO : Epoch 1670 | loss: 0.03104 | val_loss: 0.0312369 | Time: 1517.55 ms [2022-01-07 15:08:00 main:574] : INFO : Epoch 1671 | loss: 0.0310614 | val_loss: 0.0312383 | Time: 1512.48 ms [2022-01-07 15:08:01 main:574] : INFO : Epoch 1672 | loss: 0.0310498 | val_loss: 0.0312517 | Time: 1508.22 ms [2022-01-07 15:08:03 main:574] : INFO : Epoch 1673 | loss: 0.0310522 | val_loss: 0.0312379 | Time: 1504.74 ms [2022-01-07 15:08:04 main:574] : INFO : Epoch 1674 | loss: 0.0310423 | val_loss: 0.0312742 | Time: 1506.36 ms [2022-01-07 15:08:06 main:574] : INFO : Epoch 1675 | loss: 0.03104 | val_loss: 0.0312533 | Time: 1495.45 ms [2022-01-07 15:08:08 main:574] : INFO : Epoch 1676 | loss: 0.0310385 | val_loss: 0.0312512 | Time: 1519.11 ms [2022-01-07 15:08:09 main:574] : INFO : Epoch 1677 | loss: 0.0310319 | val_loss: 0.0312641 | Time: 1520.91 ms [2022-01-07 15:08:11 main:574] : INFO : Epoch 1678 | loss: 0.0310347 | val_loss: 0.0312746 | Time: 1518.28 ms [2022-01-07 15:08:12 main:574] : INFO : Epoch 1679 | loss: 0.031035 | val_loss: 0.0312662 | Time: 1517.78 ms [2022-01-07 15:08:14 main:574] : INFO : Epoch 1680 | loss: 0.0310395 | val_loss: 0.0312563 | Time: 1516.56 ms [2022-01-07 15:08:15 main:574] : INFO : Epoch 1681 | loss: 0.0310406 | val_loss: 0.0312732 | Time: 1508.22 ms [2022-01-07 15:08:17 main:574] : INFO : Epoch 1682 | loss: 0.0310444 | val_loss: 0.0312654 | Time: 1525.24 ms [2022-01-07 15:08:19 main:574] : INFO : Epoch 1683 | loss: 0.0310431 | val_loss: 0.0312639 | Time: 1531.84 ms [2022-01-07 15:08:20 main:574] : INFO : Epoch 1684 | loss: 0.0310461 | val_loss: 0.031258 | Time: 1509.92 ms [2022-01-07 15:08:22 main:574] : INFO : Epoch 1685 | loss: 0.0310351 | val_loss: 0.0312666 | Time: 1518.7 ms [2022-01-07 15:08:23 main:574] : INFO : Epoch 1686 | loss: 0.0310427 | val_loss: 0.0312413 | Time: 1513.86 ms [2022-01-07 15:08:25 main:574] : INFO : Epoch 1687 | loss: 0.0310421 | val_loss: 0.0312532 | Time: 1501.45 ms [2022-01-07 15:08:26 main:574] : INFO : Epoch 1688 | loss: 0.0310414 | val_loss: 0.031269 | Time: 1510.45 ms [2022-01-07 15:08:28 main:574] : INFO : Epoch 1689 | loss: 0.0310367 | val_loss: 0.0312647 | Time: 1514.91 ms [2022-01-07 15:08:30 main:574] : INFO : Epoch 1690 | loss: 0.0310433 | val_loss: 0.0312589 | Time: 1530.82 ms [2022-01-07 15:08:31 main:574] : INFO : Epoch 1691 | loss: 0.0310476 | val_loss: 0.0312703 | Time: 1508.32 ms [2022-01-07 15:08:33 main:574] : INFO : Epoch 1692 | loss: 0.0310421 | val_loss: 0.0312536 | Time: 1511.45 ms [2022-01-07 15:08:34 main:574] : INFO : Epoch 1693 | loss: 0.0310457 | val_loss: 0.0312422 | Time: 1569.78 ms [2022-01-07 15:08:36 main:574] : INFO : Epoch 1694 | loss: 0.0310411 | val_loss: 0.0312596 | Time: 1505.33 ms [2022-01-07 15:08:37 main:574] : INFO : Epoch 1695 | loss: 0.0310368 | val_loss: 0.031294 | Time: 1532.71 ms [2022-01-07 15:08:39 main:574] : INFO : Epoch 1696 | loss: 0.0310318 | val_loss: 0.0312578 | Time: 1515.9 ms [2022-01-07 15:08:41 main:574] : INFO : Epoch 1697 | loss: 0.0310394 | val_loss: 0.0312827 | Time: 1503.91 ms [2022-01-07 15:08:42 main:574] : INFO : Epoch 1698 | loss: 0.0310304 | val_loss: 0.0312673 | Time: 1524.22 ms [2022-01-07 15:08:44 main:574] : INFO : Epoch 1699 | loss: 0.0310389 | val_loss: 0.0312656 | Time: 1501.34 ms [2022-01-07 15:08:45 main:574] : INFO : Epoch 1700 | loss: 0.0310416 | val_loss: 0.0312385 | Time: 1502.91 ms [2022-01-07 15:08:47 main:574] : INFO : Epoch 1701 | loss: 0.0310519 | val_loss: 0.031279 | Time: 1545.16 ms [2022-01-07 15:08:48 main:574] : INFO : Epoch 1702 | loss: 0.0310376 | val_loss: 0.0312536 | Time: 1511.13 ms [2022-01-07 15:08:50 main:574] : INFO : Epoch 1703 | loss: 0.031034 | val_loss: 0.0312786 | Time: 1535.4 ms [2022-01-07 15:08:51 main:574] : INFO : Epoch 1704 | loss: 0.0310331 | val_loss: 0.0312538 | Time: 1519.75 ms [2022-01-07 15:08:53 main:574] : INFO : Epoch 1705 | loss: 0.0310424 | val_loss: 0.031226 | Time: 1510.5 ms [2022-01-07 15:08:55 main:574] : INFO : Epoch 1706 | loss: 0.0310426 | val_loss: 0.0312595 | Time: 1514.14 ms [2022-01-07 15:08:56 main:574] : INFO : Epoch 1707 | loss: 0.0310409 | val_loss: 0.0312735 | Time: 1505.45 ms [2022-01-07 15:08:58 main:574] : INFO : Epoch 1708 | loss: 0.031034 | val_loss: 0.0312557 | Time: 1517.23 ms [2022-01-07 15:08:59 main:574] : INFO : Epoch 1709 | loss: 0.0310407 | val_loss: 0.0312469 | Time: 1512.43 ms [2022-01-07 15:09:01 main:574] : INFO : Epoch 1710 | loss: 0.0310506 | val_loss: 0.031249 | Time: 1511.79 ms [2022-01-07 15:09:02 main:574] : INFO : Epoch 1711 | loss: 0.031044 | val_loss: 0.0312565 | Time: 1504.54 ms [2022-01-07 15:09:04 main:574] : INFO : Epoch 1712 | loss: 0.0310389 | val_loss: 0.0312771 | Time: 1504.72 ms [2022-01-07 15:09:06 main:574] : INFO : Epoch 1713 | loss: 0.0310402 | val_loss: 0.031258 | Time: 1519.23 ms [2022-01-07 15:09:07 main:574] : INFO : Epoch 1714 | loss: 0.0310436 | val_loss: 0.0312683 | Time: 1520.12 ms [2022-01-07 15:09:09 main:574] : INFO : Epoch 1715 | loss: 0.0310404 | val_loss: 0.0312579 | Time: 1521.01 ms [2022-01-07 15:09:10 main:574] : INFO : Epoch 1716 | loss: 0.0310343 | val_loss: 0.031256 | Time: 1510 ms [2022-01-07 15:09:12 main:574] : INFO : Epoch 1717 | loss: 0.0310395 | val_loss: 0.0312726 | Time: 1524.4 ms [2022-01-07 15:09:13 main:574] : INFO : Epoch 1718 | loss: 0.0310436 | val_loss: 0.0312707 | Time: 1515.37 ms [2022-01-07 15:09:15 main:574] : INFO : Epoch 1719 | loss: 0.0310435 | val_loss: 0.0312688 | Time: 1507.91 ms [2022-01-07 15:09:16 main:574] : INFO : Epoch 1720 | loss: 0.0310398 | val_loss: 0.0312675 | Time: 1503.72 ms [2022-01-07 15:09:18 main:574] : INFO : Epoch 1721 | loss: 0.0310379 | val_loss: 0.0312568 | Time: 1522.27 ms [2022-01-07 15:09:20 main:574] : INFO : Epoch 1722 | loss: 0.0310334 | val_loss: 0.0312542 | Time: 1528.6 ms [2022-01-07 15:09:21 main:574] : INFO : Epoch 1723 | loss: 0.0310343 | val_loss: 0.0312807 | Time: 1513.78 ms [2022-01-07 15:09:23 main:574] : INFO : Epoch 1724 | loss: 0.0310365 | val_loss: 0.0312631 | Time: 1504.26 ms [2022-01-07 15:09:24 main:574] : INFO : Epoch 1725 | loss: 0.0310334 | val_loss: 0.0312507 | Time: 1512.49 ms [2022-01-07 15:09:26 main:574] : INFO : Epoch 1726 | loss: 0.0310421 | val_loss: 0.0312567 | Time: 1512.96 ms [2022-01-07 15:09:27 main:574] : INFO : Epoch 1727 | loss: 0.0310396 | val_loss: 0.0312604 | Time: 1504.73 ms [2022-01-07 15:09:29 main:574] : INFO : Epoch 1728 | loss: 0.0310358 | val_loss: 0.0312896 | Time: 1496.05 ms [2022-01-07 15:09:30 main:574] : INFO : Epoch 1729 | loss: 0.0310365 | val_loss: 0.0312561 | Time: 1507.85 ms [2022-01-07 15:09:32 main:574] : INFO : Epoch 1730 | loss: 0.0310521 | val_loss: 0.0312352 | Time: 1517.89 ms [2022-01-07 15:09:34 main:574] : INFO : Epoch 1731 | loss: 0.03109 | val_loss: 0.0312265 | Time: 1515.52 ms [2022-01-07 15:09:35 main:574] : INFO : Epoch 1732 | loss: 0.0310676 | val_loss: 0.0312652 | Time: 1502.01 ms [2022-01-07 15:09:37 main:574] : INFO : Epoch 1733 | loss: 0.0310491 | val_loss: 0.0312702 | Time: 1525.9 ms [2022-01-07 15:09:38 main:574] : INFO : Epoch 1734 | loss: 0.0310497 | val_loss: 0.031257 | Time: 1504.64 ms [2022-01-07 15:09:40 main:574] : INFO : Epoch 1735 | loss: 0.0310561 | val_loss: 0.0312382 | Time: 1510.65 ms [2022-01-07 15:09:41 main:574] : INFO : Epoch 1736 | loss: 0.0310528 | val_loss: 0.0312773 | Time: 1521.54 ms [2022-01-07 15:09:43 main:574] : INFO : Epoch 1737 | loss: 0.0310382 | val_loss: 0.0312491 | Time: 1517.72 ms [2022-01-07 15:09:45 main:574] : INFO : Epoch 1738 | loss: 0.0310395 | val_loss: 0.0312665 | Time: 1514.16 ms [2022-01-07 15:09:46 main:574] : INFO : Epoch 1739 | loss: 0.0310435 | val_loss: 0.0312462 | Time: 1510.08 ms [2022-01-07 15:09:48 main:574] : INFO : Epoch 1740 | loss: 0.0310488 | val_loss: 0.0312573 | Time: 1509.41 ms [2022-01-07 15:09:49 main:574] : INFO : Epoch 1741 | loss: 0.0310481 | val_loss: 0.0312602 | Time: 1509.16 ms [2022-01-07 15:09:51 main:574] : INFO : Epoch 1742 | loss: 0.0310398 | val_loss: 0.0312463 | Time: 1519.68 ms [2022-01-07 15:09:52 main:574] : INFO : Epoch 1743 | loss: 0.0310371 | val_loss: 0.0312622 | Time: 1517.47 ms [2022-01-07 15:09:54 main:574] : INFO : Epoch 1744 | loss: 0.0310381 | val_loss: 0.03129 | Time: 1513.35 ms [2022-01-07 15:09:55 main:574] : INFO : Epoch 1745 | loss: 0.0310359 | val_loss: 0.0312608 | Time: 1513.7 ms [2022-01-07 15:09:57 main:574] : INFO : Epoch 1746 | loss: 0.031038 | val_loss: 0.031258 | Time: 1534.81 ms [2022-01-07 15:09:59 main:574] : INFO : Epoch 1747 | loss: 0.0310382 | val_loss: 0.0312591 | Time: 1525.33 ms [2022-01-07 15:10:00 main:574] : INFO : Epoch 1748 | loss: 0.0310388 | val_loss: 0.0312435 | Time: 1521.01 ms [2022-01-07 15:10:02 main:574] : INFO : Epoch 1749 | loss: 0.0310518 | val_loss: 0.031268 | Time: 1515.18 ms [2022-01-07 15:10:03 main:574] : INFO : Epoch 1750 | loss: 0.0310414 | val_loss: 0.0312652 | Time: 1518.81 ms [2022-01-07 15:10:05 main:574] : INFO : Epoch 1751 | loss: 0.0310408 | val_loss: 0.031245 | Time: 1516.08 ms [2022-01-07 15:10:06 main:574] : INFO : Epoch 1752 | loss: 0.0310411 | val_loss: 0.0312699 | Time: 1510.27 ms [2022-01-07 15:10:08 main:574] : INFO : Epoch 1753 | loss: 0.0310425 | val_loss: 0.031255 | Time: 1518.56 ms [2022-01-07 15:10:10 main:574] : INFO : Epoch 1754 | loss: 0.0310404 | val_loss: 0.0312571 | Time: 1500.14 ms [2022-01-07 15:10:11 main:574] : INFO : Epoch 1755 | loss: 0.0310432 | val_loss: 0.0312482 | Time: 1521.87 ms [2022-01-07 15:10:13 main:574] : INFO : Epoch 1756 | loss: 0.0310413 | val_loss: 0.0312491 | Time: 1503.31 ms [2022-01-07 15:10:14 main:574] : INFO : Epoch 1757 | loss: 0.0310476 | val_loss: 0.0312293 | Time: 1503.8 ms [2022-01-07 15:10:16 main:574] : INFO : Epoch 1758 | loss: 0.0310454 | val_loss: 0.0312584 | Time: 1505.95 ms [2022-01-07 15:10:17 main:574] : INFO : Epoch 1759 | loss: 0.0310355 | val_loss: 0.0312678 | Time: 1528.31 ms [2022-01-07 15:10:19 main:574] : INFO : Epoch 1760 | loss: 0.0310284 | val_loss: 0.031262 | Time: 1510.33 ms [2022-01-07 15:10:20 main:574] : INFO : Epoch 1761 | loss: 0.031032 | val_loss: 0.0312657 | Time: 1526.06 ms [2022-01-07 15:10:22 main:574] : INFO : Epoch 1762 | loss: 0.031031 | val_loss: 0.0312751 | Time: 1507.8 ms [2022-01-07 15:10:24 main:574] : INFO : Epoch 1763 | loss: 0.0310391 | val_loss: 0.0312604 | Time: 1511.94 ms [2022-01-07 15:10:25 main:574] : INFO : Epoch 1764 | loss: 0.0310393 | val_loss: 0.0312867 | Time: 1498.06 ms [2022-01-07 15:10:27 main:574] : INFO : Epoch 1765 | loss: 0.0310455 | val_loss: 0.0312492 | Time: 1517.93 ms [2022-01-07 15:10:28 main:574] : INFO : Epoch 1766 | loss: 0.0310485 | val_loss: 0.0312676 | Time: 1514.65 ms [2022-01-07 15:10:30 main:574] : INFO : Epoch 1767 | loss: 0.0310537 | val_loss: 0.0312411 | Time: 1512.87 ms [2022-01-07 15:10:31 main:574] : INFO : Epoch 1768 | loss: 0.0310443 | val_loss: 0.0312673 | Time: 1523.65 ms [2022-01-07 15:10:33 main:574] : INFO : Epoch 1769 | loss: 0.0310362 | val_loss: 0.0312737 | Time: 1520.76 ms [2022-01-07 15:10:35 main:574] : INFO : Epoch 1770 | loss: 0.0310338 | val_loss: 0.0312671 | Time: 1511.21 ms [2022-01-07 15:10:36 main:574] : INFO : Epoch 1771 | loss: 0.031036 | val_loss: 0.0312462 | Time: 1495.25 ms [2022-01-07 15:10:38 main:574] : INFO : Epoch 1772 | loss: 0.0310439 | val_loss: 0.0312529 | Time: 1537.55 ms [2022-01-07 15:10:39 main:574] : INFO : Epoch 1773 | loss: 0.0310374 | val_loss: 0.0312506 | Time: 1498.89 ms [2022-01-07 15:10:41 main:574] : INFO : Epoch 1774 | loss: 0.0310348 | val_loss: 0.0312784 | Time: 1507.61 ms [2022-01-07 15:10:42 main:574] : INFO : Epoch 1775 | loss: 0.0310351 | val_loss: 0.0312785 | Time: 1513.48 ms [2022-01-07 15:10:44 main:574] : INFO : Epoch 1776 | loss: 0.0310396 | val_loss: 0.0312643 | Time: 1505.53 ms [2022-01-07 15:10:45 main:574] : INFO : Epoch 1777 | loss: 0.0310486 | val_loss: 0.0312519 | Time: 1505.98 ms [2022-01-07 15:10:47 main:574] : INFO : Epoch 1778 | loss: 0.0310433 | val_loss: 0.0312597 | Time: 1529.06 ms [2022-01-07 15:10:49 main:574] : INFO : Epoch 1779 | loss: 0.0310412 | val_loss: 0.0312434 | Time: 1507.38 ms [2022-01-07 15:10:50 main:574] : INFO : Epoch 1780 | loss: 0.0310437 | val_loss: 0.031268 | Time: 1510.56 ms [2022-01-07 15:10:52 main:574] : INFO : Epoch 1781 | loss: 0.0310423 | val_loss: 0.0312647 | Time: 1517.5 ms [2022-01-07 15:10:53 main:574] : INFO : Epoch 1782 | loss: 0.0310437 | val_loss: 0.031269 | Time: 1504.81 ms [2022-01-07 15:10:55 main:574] : INFO : Epoch 1783 | loss: 0.0310428 | val_loss: 0.0312633 | Time: 1492.31 ms [2022-01-07 15:10:56 main:574] : INFO : Epoch 1784 | loss: 0.031039 | val_loss: 0.0312667 | Time: 1509.11 ms [2022-01-07 15:10:58 main:574] : INFO : Epoch 1785 | loss: 0.0310366 | val_loss: 0.0312768 | Time: 1523.1 ms [2022-01-07 15:10:59 main:574] : INFO : Epoch 1786 | loss: 0.0310493 | val_loss: 0.0312541 | Time: 1510.7 ms [2022-01-07 15:11:01 main:574] : INFO : Epoch 1787 | loss: 0.0310406 | val_loss: 0.0312537 | Time: 1529.67 ms [2022-01-07 15:11:03 main:574] : INFO : Epoch 1788 | loss: 0.031037 | val_loss: 0.0312424 | Time: 1565.3 ms [2022-01-07 15:11:04 main:574] : INFO : Epoch 1789 | loss: 0.0310419 | val_loss: 0.0312499 | Time: 1513.14 ms [2022-01-07 15:11:06 main:574] : INFO : Epoch 1790 | loss: 0.0310333 | val_loss: 0.0312897 | Time: 1514.22 ms [2022-01-07 15:11:07 main:574] : INFO : Epoch 1791 | loss: 0.0310404 | val_loss: 0.0312564 | Time: 1511.44 ms [2022-01-07 15:11:09 main:574] : INFO : Epoch 1792 | loss: 0.0310461 | val_loss: 0.0312718 | Time: 1510.65 ms [2022-01-07 15:11:10 main:574] : INFO : Epoch 1793 | loss: 0.031038 | val_loss: 0.0312596 | Time: 1520.24 ms [2022-01-07 15:11:12 main:574] : INFO : Epoch 1794 | loss: 0.0310397 | val_loss: 0.0312862 | Time: 1522.11 ms [2022-01-07 15:11:14 main:574] : INFO : Epoch 1795 | loss: 0.031042 | val_loss: 0.0312664 | Time: 1522.16 ms [2022-01-07 15:11:15 main:574] : INFO : Epoch 1796 | loss: 0.0310336 | val_loss: 0.0312573 | Time: 1514.48 ms [2022-01-07 15:11:17 main:574] : INFO : Epoch 1797 | loss: 0.0310372 | val_loss: 0.0312655 | Time: 1516.48 ms [2022-01-07 15:11:18 main:574] : INFO : Epoch 1798 | loss: 0.0310397 | val_loss: 0.0312534 | Time: 1530.57 ms [2022-01-07 15:11:20 main:574] : INFO : Epoch 1799 | loss: 0.031061 | val_loss: 0.0312754 | Time: 1513.55 ms [2022-01-07 15:11:21 main:574] : INFO : Epoch 1800 | loss: 0.0310436 | val_loss: 0.0312546 | Time: 1510.26 ms [2022-01-07 15:11:23 main:574] : INFO : Epoch 1801 | loss: 0.0310343 | val_loss: 0.0312619 | Time: 1524.73 ms [2022-01-07 15:11:24 main:574] : INFO : Epoch 1802 | loss: 0.0310313 | val_loss: 0.0312911 | Time: 1505.31 ms [2022-01-07 15:11:26 main:574] : INFO : Epoch 1803 | loss: 0.0310303 | val_loss: 0.0312643 | Time: 1508.4 ms [2022-01-07 15:11:28 main:574] : INFO : Epoch 1804 | loss: 0.0310351 | val_loss: 0.0312523 | Time: 1528.48 ms [2022-01-07 15:11:29 main:574] : INFO : Epoch 1805 | loss: 0.0310403 | val_loss: 0.0312652 | Time: 1515.33 ms [2022-01-07 15:11:31 main:574] : INFO : Epoch 1806 | loss: 0.0310375 | val_loss: 0.0312601 | Time: 1510.8 ms [2022-01-07 15:11:32 main:574] : INFO : Epoch 1807 | loss: 0.0310369 | val_loss: 0.0312777 | Time: 1504.58 ms [2022-01-07 15:11:34 main:574] : INFO : Epoch 1808 | loss: 0.031045 | val_loss: 0.0312666 | Time: 1493.19 ms [2022-01-07 15:11:35 main:574] : INFO : Epoch 1809 | loss: 0.0310393 | val_loss: 0.0312687 | Time: 1499.8 ms [2022-01-07 15:11:37 main:574] : INFO : Epoch 1810 | loss: 0.0310364 | val_loss: 0.0312619 | Time: 1511.82 ms [2022-01-07 15:11:39 main:574] : INFO : Epoch 1811 | loss: 0.0310395 | val_loss: 0.0312508 | Time: 1514.29 ms [2022-01-07 15:11:40 main:574] : INFO : Epoch 1812 | loss: 0.0310415 | val_loss: 0.0312721 | Time: 1515.36 ms [2022-01-07 15:11:42 main:574] : INFO : Epoch 1813 | loss: 0.0310374 | val_loss: 0.0312595 | Time: 1512.51 ms [2022-01-07 15:11:43 main:574] : INFO : Epoch 1814 | loss: 0.0310415 | val_loss: 0.0312377 | Time: 1507.19 ms [2022-01-07 15:11:45 main:574] : INFO : Epoch 1815 | loss: 0.0310419 | val_loss: 0.0312623 | Time: 1506.72 ms [2022-01-07 15:11:46 main:574] : INFO : Epoch 1816 | loss: 0.0310392 | val_loss: 0.0312868 | Time: 1507.2 ms [2022-01-07 15:11:48 main:574] : INFO : Epoch 1817 | loss: 0.0310421 | val_loss: 0.0312725 | Time: 1520.01 ms [2022-01-07 15:11:49 main:574] : INFO : Epoch 1818 | loss: 0.0310405 | val_loss: 0.0312647 | Time: 1523.02 ms [2022-01-07 15:11:51 main:574] : INFO : Epoch 1819 | loss: 0.0310352 | val_loss: 0.0312718 | Time: 1520.94 ms [2022-01-07 15:11:53 main:574] : INFO : Epoch 1820 | loss: 0.0310399 | val_loss: 0.0312684 | Time: 1509.55 ms [2022-01-07 15:11:54 main:574] : INFO : Epoch 1821 | loss: 0.0310404 | val_loss: 0.0312875 | Time: 1506 ms [2022-01-07 15:11:56 main:574] : INFO : Epoch 1822 | loss: 0.0310352 | val_loss: 0.0312598 | Time: 1505.89 ms [2022-01-07 15:11:57 main:574] : INFO : Epoch 1823 | loss: 0.0310365 | val_loss: 0.0312622 | Time: 1517.1 ms [2022-01-07 15:11:59 main:574] : INFO : Epoch 1824 | loss: 0.031043 | val_loss: 0.0312558 | Time: 1495.52 ms [2022-01-07 15:12:00 main:574] : INFO : Epoch 1825 | loss: 0.0310411 | val_loss: 0.0312468 | Time: 1518.61 ms [2022-01-07 15:12:02 main:574] : INFO : Epoch 1826 | loss: 0.0310327 | val_loss: 0.0312608 | Time: 1510.58 ms [2022-01-07 15:12:04 main:574] : INFO : Epoch 1827 | loss: 0.0310326 | val_loss: 0.0312687 | Time: 1533.77 ms [2022-01-07 15:12:05 main:574] : INFO : Epoch 1828 | loss: 0.0310344 | val_loss: 0.0312509 | Time: 1509.11 ms [2022-01-07 15:12:07 main:574] : INFO : Epoch 1829 | loss: 0.0310384 | val_loss: 0.0312508 | Time: 1515.38 ms [2022-01-07 15:12:08 main:574] : INFO : Epoch 1830 | loss: 0.0310365 | val_loss: 0.0312869 | Time: 1511.66 ms [2022-01-07 15:12:10 main:574] : INFO : Epoch 1831 | loss: 0.0310361 | val_loss: 0.0312563 | Time: 1507.69 ms [2022-01-07 15:12:11 main:574] : INFO : Epoch 1832 | loss: 0.0310411 | val_loss: 0.0312727 | Time: 1508.49 ms [2022-01-07 15:12:13 main:574] : INFO : Epoch 1833 | loss: 0.0310416 | val_loss: 0.0312519 | Time: 1520.56 ms [2022-01-07 15:12:15 main:574] : INFO : Epoch 1834 | loss: 0.0310472 | val_loss: 0.0312887 | Time: 1511.62 ms [2022-01-07 15:12:16 main:574] : INFO : Epoch 1835 | loss: 0.0310502 | val_loss: 0.0312498 | Time: 1509.9 ms [2022-01-07 15:12:18 main:574] : INFO : Epoch 1836 | loss: 0.0310578 | val_loss: 0.0312665 | Time: 1531.1 ms [2022-01-07 15:12:19 main:574] : INFO : Epoch 1837 | loss: 0.03105 | val_loss: 0.0312758 | Time: 1576.89 ms [2022-01-07 15:12:21 main:574] : INFO : Epoch 1838 | loss: 0.0310465 | val_loss: 0.0312569 | Time: 1514.3 ms [2022-01-07 15:12:22 main:574] : INFO : Epoch 1839 | loss: 0.0310377 | val_loss: 0.0312502 | Time: 1510.64 ms [2022-01-07 15:12:24 main:574] : INFO : Epoch 1840 | loss: 0.0310396 | val_loss: 0.0312838 | Time: 1514.66 ms [2022-01-07 15:12:26 main:574] : INFO : Epoch 1841 | loss: 0.0310356 | val_loss: 0.0312611 | Time: 1517.94 ms [2022-01-07 15:12:27 main:574] : INFO : Epoch 1842 | loss: 0.0310334 | val_loss: 0.0312624 | Time: 1549.97 ms [2022-01-07 15:12:29 main:574] : INFO : Epoch 1843 | loss: 0.0310346 | val_loss: 0.0312775 | Time: 1515.78 ms [2022-01-07 15:12:30 main:574] : INFO : Epoch 1844 | loss: 0.0310514 | val_loss: 0.0312352 | Time: 1520.99 ms [2022-01-07 15:12:32 main:574] : INFO : Epoch 1845 | loss: 0.0310507 | val_loss: 0.0312696 | Time: 1512.1 ms [2022-01-07 15:12:33 main:574] : INFO : Epoch 1846 | loss: 0.0310314 | val_loss: 0.0312686 | Time: 1512.91 ms [2022-01-07 15:12:35 main:574] : INFO : Epoch 1847 | loss: 0.0310292 | val_loss: 0.0312604 | Time: 1518.45 ms [2022-01-07 15:12:37 main:574] : INFO : Epoch 1848 | loss: 0.0310321 | val_loss: 0.0312706 | Time: 1527.63 ms [2022-01-07 15:12:38 main:574] : INFO : Epoch 1849 | loss: 0.0310385 | val_loss: 0.0312639 | Time: 1525.74 ms [2022-01-07 15:12:40 main:574] : INFO : Epoch 1850 | loss: 0.0310634 | val_loss: 0.0312416 | Time: 1508.23 ms [2022-01-07 15:12:41 main:574] : INFO : Epoch 1851 | loss: 0.0310435 | val_loss: 0.0312601 | Time: 1517.61 ms [2022-01-07 15:12:43 main:574] : INFO : Epoch 1852 | loss: 0.0310392 | val_loss: 0.0312536 | Time: 1506.12 ms [2022-01-07 15:12:44 main:574] : INFO : Epoch 1853 | loss: 0.0310411 | val_loss: 0.0312626 | Time: 1513.92 ms [2022-01-07 15:12:46 main:574] : INFO : Epoch 1854 | loss: 0.0310421 | val_loss: 0.0312579 | Time: 1515.2 ms [2022-01-07 15:12:48 main:574] : INFO : Epoch 1855 | loss: 0.0310364 | val_loss: 0.0312703 | Time: 1526.98 ms [2022-01-07 15:12:49 main:574] : INFO : Epoch 1856 | loss: 0.0310454 | val_loss: 0.0312423 | Time: 1510.87 ms [2022-01-07 15:12:51 main:574] : INFO : Epoch 1857 | loss: 0.0310486 | val_loss: 0.0312592 | Time: 1516.69 ms [2022-01-07 15:12:52 main:574] : INFO : Epoch 1858 | loss: 0.0310478 | val_loss: 0.0312473 | Time: 1520.34 ms [2022-01-07 15:12:54 main:574] : INFO : Epoch 1859 | loss: 0.031041 | val_loss: 0.0312678 | Time: 1528.85 ms [2022-01-07 15:12:55 main:574] : INFO : Epoch 1860 | loss: 0.03104 | val_loss: 0.0312566 | Time: 1505.99 ms [2022-01-07 15:12:57 main:574] : INFO : Epoch 1861 | loss: 0.0310318 | val_loss: 0.0312562 | Time: 1514.57 ms [2022-01-07 15:12:59 main:574] : INFO : Epoch 1862 | loss: 0.0310323 | val_loss: 0.0312537 | Time: 1483.47 ms [2022-01-07 15:13:00 main:574] : INFO : Epoch 1863 | loss: 0.0310398 | val_loss: 0.031275 | Time: 1514.74 ms [2022-01-07 15:13:02 main:574] : INFO : Epoch 1864 | loss: 0.031047 | val_loss: 0.031285 | Time: 1511.76 ms [2022-01-07 15:13:03 main:574] : INFO : Epoch 1865 | loss: 0.0310356 | val_loss: 0.0312693 | Time: 1506.77 ms [2022-01-07 15:13:05 main:574] : INFO : Epoch 1866 | loss: 0.0310383 | val_loss: 0.0312407 | Time: 1509.8 ms [2022-01-07 15:13:06 main:574] : INFO : Epoch 1867 | loss: 0.0310435 | val_loss: 0.0312722 | Time: 1502.91 ms [2022-01-07 15:13:08 main:574] : INFO : Epoch 1868 | loss: 0.0310412 | val_loss: 0.0312533 | Time: 1516.22 ms [2022-01-07 15:13:09 main:574] : INFO : Epoch 1869 | loss: 0.0310318 | val_loss: 0.0312667 | Time: 1513.85 ms [2022-01-07 15:13:11 main:574] : INFO : Epoch 1870 | loss: 0.0310376 | val_loss: 0.0312651 | Time: 1508.67 ms [2022-01-07 15:13:13 main:574] : INFO : Epoch 1871 | loss: 0.0310345 | val_loss: 0.0312523 | Time: 1522.82 ms [2022-01-07 15:13:14 main:574] : INFO : Epoch 1872 | loss: 0.0310294 | val_loss: 0.0312691 | Time: 1498.47 ms [2022-01-07 15:13:16 main:574] : INFO : Epoch 1873 | loss: 0.0310326 | val_loss: 0.0312546 | Time: 1498.61 ms [2022-01-07 15:13:17 main:574] : INFO : Epoch 1874 | loss: 0.0310423 | val_loss: 0.031267 | Time: 1513.32 ms [2022-01-07 15:13:19 main:574] : INFO : Epoch 1875 | loss: 0.0310431 | val_loss: 0.0312731 | Time: 1521.31 ms [2022-01-07 15:13:20 main:574] : INFO : Epoch 1876 | loss: 0.0310399 | val_loss: 0.0312376 | Time: 1513.92 ms [2022-01-07 15:13:22 main:574] : INFO : Epoch 1877 | loss: 0.0310356 | val_loss: 0.0312639 | Time: 1509.13 ms [2022-01-07 15:13:24 main:574] : INFO : Epoch 1878 | loss: 0.0310321 | val_loss: 0.0312582 | Time: 1522.9 ms [2022-01-07 15:13:25 main:574] : INFO : Epoch 1879 | loss: 0.0310347 | val_loss: 0.0312629 | Time: 1507.51 ms [2022-01-07 15:13:27 main:574] : INFO : Epoch 1880 | loss: 0.0310412 | val_loss: 0.0312653 | Time: 1527.64 ms [2022-01-07 15:13:28 main:574] : INFO : Epoch 1881 | loss: 0.0310404 | val_loss: 0.0312557 | Time: 1524.8 ms [2022-01-07 15:13:30 main:574] : INFO : Epoch 1882 | loss: 0.0310338 | val_loss: 0.0312782 | Time: 1513.69 ms [2022-01-07 15:13:31 main:574] : INFO : Epoch 1883 | loss: 0.0310382 | val_loss: 0.0312627 | Time: 1518.38 ms [2022-01-07 15:13:33 main:574] : INFO : Epoch 1884 | loss: 0.0310338 | val_loss: 0.0312675 | Time: 1509.03 ms [2022-01-07 15:13:34 main:574] : INFO : Epoch 1885 | loss: 0.0310386 | val_loss: 0.0312617 | Time: 1515.24 ms [2022-01-07 15:13:36 main:574] : INFO : Epoch 1886 | loss: 0.0310432 | val_loss: 0.0312712 | Time: 1517.2 ms [2022-01-07 15:13:38 main:574] : INFO : Epoch 1887 | loss: 0.0310394 | val_loss: 0.0312528 | Time: 1508.53 ms [2022-01-07 15:13:39 main:574] : INFO : Epoch 1888 | loss: 0.0310416 | val_loss: 0.0312481 | Time: 1509.34 ms [2022-01-07 15:13:41 main:574] : INFO : Epoch 1889 | loss: 0.0310354 | val_loss: 0.0312727 | Time: 1517.57 ms [2022-01-07 15:13:42 main:574] : INFO : Epoch 1890 | loss: 0.0310409 | val_loss: 0.0312731 | Time: 1512.49 ms [2022-01-07 15:13:44 main:574] : INFO : Epoch 1891 | loss: 0.0310372 | val_loss: 0.0312602 | Time: 1517.33 ms [2022-01-07 15:13:45 main:574] : INFO : Epoch 1892 | loss: 0.0310349 | val_loss: 0.0312703 | Time: 1500.78 ms [2022-01-07 15:13:47 main:574] : INFO : Epoch 1893 | loss: 0.031039 | val_loss: 0.0312764 | Time: 1520.17 ms [2022-01-07 15:13:49 main:574] : INFO : Epoch 1894 | loss: 0.0310405 | val_loss: 0.0312898 | Time: 1507.8 ms [2022-01-07 15:13:50 main:574] : INFO : Epoch 1895 | loss: 0.031046 | val_loss: 0.0312705 | Time: 1503.56 ms [2022-01-07 15:13:52 main:574] : INFO : Epoch 1896 | loss: 0.0310404 | val_loss: 0.0312543 | Time: 1519.15 ms [2022-01-07 15:13:53 main:574] : INFO : Epoch 1897 | loss: 0.0310487 | val_loss: 0.0312538 | Time: 1506.53 ms [2022-01-07 15:13:55 main:574] : INFO : Epoch 1898 | loss: 0.0310436 | val_loss: 0.0312772 | Time: 1500.52 ms [2022-01-07 15:13:56 main:574] : INFO : Epoch 1899 | loss: 0.0310423 | val_loss: 0.0312637 | Time: 1511.24 ms [2022-01-07 15:13:58 main:574] : INFO : Epoch 1900 | loss: 0.0310395 | val_loss: 0.0312613 | Time: 1524.69 ms [2022-01-07 15:13:59 main:574] : INFO : Epoch 1901 | loss: 0.0310429 | val_loss: 0.0312586 | Time: 1512.21 ms [2022-01-07 15:14:01 main:574] : INFO : Epoch 1902 | loss: 0.0310452 | val_loss: 0.0312775 | Time: 1517.38 ms [2022-01-07 15:14:03 main:574] : INFO : Epoch 1903 | loss: 0.0310363 | val_loss: 0.0312626 | Time: 1511.85 ms [2022-01-07 15:14:04 main:574] : INFO : Epoch 1904 | loss: 0.0310367 | val_loss: 0.0312867 | Time: 1509.58 ms [2022-01-07 15:14:06 main:574] : INFO : Epoch 1905 | loss: 0.0310388 | val_loss: 0.0312545 | Time: 1517.46 ms [2022-01-07 15:14:07 main:574] : INFO : Epoch 1906 | loss: 0.0310352 | val_loss: 0.0312704 | Time: 1515.42 ms [2022-01-07 15:14:09 main:574] : INFO : Epoch 1907 | loss: 0.0310431 | val_loss: 0.0312614 | Time: 1501.31 ms [2022-01-07 15:14:10 main:574] : INFO : Epoch 1908 | loss: 0.03104 | val_loss: 0.0312633 | Time: 1516.38 ms [2022-01-07 15:14:12 main:574] : INFO : Epoch 1909 | loss: 0.0310364 | val_loss: 0.031258 | Time: 1509.97 ms [2022-01-07 15:14:14 main:574] : INFO : Epoch 1910 | loss: 0.0310348 | val_loss: 0.031265 | Time: 1510.49 ms [2022-01-07 15:14:15 main:574] : INFO : Epoch 1911 | loss: 0.0310405 | val_loss: 0.0312818 | Time: 1501.84 ms [2022-01-07 15:14:17 main:574] : INFO : Epoch 1912 | loss: 0.0310348 | val_loss: 0.0312687 | Time: 1512.59 ms [2022-01-07 15:14:18 main:574] : INFO : Epoch 1913 | loss: 0.0310332 | val_loss: 0.0312623 | Time: 1527.92 ms [2022-01-07 15:14:20 main:574] : INFO : Epoch 1914 | loss: 0.0310321 | val_loss: 0.0312653 | Time: 1522.4 ms [2022-01-07 15:14:21 main:574] : INFO : Epoch 1915 | loss: 0.0310344 | val_loss: 0.0312848 | Time: 1497.63 ms [2022-01-07 15:14:23 main:574] : INFO : Epoch 1916 | loss: 0.0310389 | val_loss: 0.0312507 | Time: 1497.85 ms [2022-01-07 15:14:24 main:574] : INFO : Epoch 1917 | loss: 0.031036 | val_loss: 0.0312608 | Time: 1505.4 ms [2022-01-07 15:14:26 main:574] : INFO : Epoch 1918 | loss: 0.0310397 | val_loss: 0.0312745 | Time: 1499.18 ms [2022-01-07 15:14:28 main:574] : INFO : Epoch 1919 | loss: 0.0310368 | val_loss: 0.0312598 | Time: 1525.38 ms [2022-01-07 15:14:29 main:574] : INFO : Epoch 1920 | loss: 0.0310391 | val_loss: 0.0312589 | Time: 1508.55 ms [2022-01-07 15:14:31 main:574] : INFO : Epoch 1921 | loss: 0.0310391 | val_loss: 0.0312604 | Time: 1519.02 ms [2022-01-07 15:14:32 main:574] : INFO : Epoch 1922 | loss: 0.0310385 | val_loss: 0.0312514 | Time: 1521.93 ms [2022-01-07 15:14:34 main:574] : INFO : Epoch 1923 | loss: 0.0310347 | val_loss: 0.0312761 | Time: 1514.91 ms [2022-01-07 15:14:35 main:574] : INFO : Epoch 1924 | loss: 0.0310333 | val_loss: 0.0312617 | Time: 1507.03 ms [2022-01-07 15:14:37 main:574] : INFO : Epoch 1925 | loss: 0.031039 | val_loss: 0.0312636 | Time: 1525.48 ms [2022-01-07 15:14:39 main:574] : INFO : Epoch 1926 | loss: 0.0310304 | val_loss: 0.031259 | Time: 1506.5 ms [2022-01-07 15:14:40 main:574] : INFO : Epoch 1927 | loss: 0.031042 | val_loss: 0.0312837 | Time: 1494.93 ms [2022-01-07 15:14:42 main:574] : INFO : Epoch 1928 | loss: 0.0310486 | val_loss: 0.0312556 | Time: 1529.49 ms [2022-01-07 15:14:43 main:574] : INFO : Epoch 1929 | loss: 0.0310496 | val_loss: 0.0312565 | Time: 1518.18 ms [2022-01-07 15:14:45 main:574] : INFO : Epoch 1930 | loss: 0.0310347 | val_loss: 0.0312872 | Time: 1499.65 ms [2022-01-07 15:14:46 main:574] : INFO : Epoch 1931 | loss: 0.0310283 | val_loss: 0.0312658 | Time: 1517.25 ms [2022-01-07 15:14:48 main:574] : INFO : Epoch 1932 | loss: 0.0310354 | val_loss: 0.0312768 | Time: 1524.24 ms [2022-01-07 15:14:49 main:574] : INFO : Epoch 1933 | loss: 0.0310431 | val_loss: 0.0312648 | Time: 1524.3 ms [2022-01-07 15:14:51 main:574] : INFO : Epoch 1934 | loss: 0.0310415 | val_loss: 0.0312771 | Time: 1511.99 ms [2022-01-07 15:14:53 main:574] : INFO : Epoch 1935 | loss: 0.0310358 | val_loss: 0.0312521 | Time: 1506.3 ms [2022-01-07 15:14:54 main:574] : INFO : Epoch 1936 | loss: 0.0310416 | val_loss: 0.0312705 | Time: 1511.89 ms [2022-01-07 15:14:56 main:574] : INFO : Epoch 1937 | loss: 0.0310373 | val_loss: 0.0312508 | Time: 1521.2 ms [2022-01-07 15:14:57 main:574] : INFO : Epoch 1938 | loss: 0.0310439 | val_loss: 0.0312494 | Time: 1514.92 ms [2022-01-07 15:14:59 main:574] : INFO : Epoch 1939 | loss: 0.0310349 | val_loss: 0.0312601 | Time: 1519.37 ms [2022-01-07 15:15:00 main:574] : INFO : Epoch 1940 | loss: 0.0310392 | val_loss: 0.0312721 | Time: 1508.58 ms [2022-01-07 15:15:02 main:574] : INFO : Epoch 1941 | loss: 0.03105 | val_loss: 0.0312781 | Time: 1511.24 ms [2022-01-07 15:15:04 main:574] : INFO : Epoch 1942 | loss: 0.0310344 | val_loss: 0.031267 | Time: 1506.39 ms [2022-01-07 15:15:05 main:574] : INFO : Epoch 1943 | loss: 0.0310429 | val_loss: 0.0312732 | Time: 1507.4 ms [2022-01-07 15:15:07 main:574] : INFO : Epoch 1944 | loss: 0.0310455 | val_loss: 0.0312694 | Time: 1494.26 ms [2022-01-07 15:15:08 main:574] : INFO : Epoch 1945 | loss: 0.0310375 | val_loss: 0.0312757 | Time: 1516.33 ms [2022-01-07 15:15:10 main:574] : INFO : Epoch 1946 | loss: 0.0310311 | val_loss: 0.0312757 | Time: 1514.93 ms [2022-01-07 15:15:11 main:574] : INFO : Epoch 1947 | loss: 0.0310352 | val_loss: 0.0312445 | Time: 1516.32 ms [2022-01-07 15:15:13 main:574] : INFO : Epoch 1948 | loss: 0.0310334 | val_loss: 0.0312597 | Time: 1535.94 ms [2022-01-07 15:15:14 main:574] : INFO : Epoch 1949 | loss: 0.0310373 | val_loss: 0.0312783 | Time: 1517.69 ms [2022-01-07 15:15:16 main:574] : INFO : Epoch 1950 | loss: 0.0310347 | val_loss: 0.031269 | Time: 1511.67 ms [2022-01-07 15:15:18 main:574] : INFO : Epoch 1951 | loss: 0.0310317 | val_loss: 0.0312547 | Time: 1530.49 ms [2022-01-07 15:15:19 main:574] : INFO : Epoch 1952 | loss: 0.0310356 | val_loss: 0.031268 | Time: 1519.24 ms [2022-01-07 15:15:21 main:574] : INFO : Epoch 1953 | loss: 0.0310375 | val_loss: 0.0312801 | Time: 1505.31 ms [2022-01-07 15:15:22 main:574] : INFO : Epoch 1954 | loss: 0.0310334 | val_loss: 0.0312527 | Time: 1511.86 ms [2022-01-07 15:15:24 main:574] : INFO : Epoch 1955 | loss: 0.0310402 | val_loss: 0.0312619 | Time: 1516.05 ms [2022-01-07 15:15:25 main:574] : INFO : Epoch 1956 | loss: 0.0310422 | val_loss: 0.0312733 | Time: 1503.01 ms [2022-01-07 15:15:27 main:574] : INFO : Epoch 1957 | loss: 0.0310391 | val_loss: 0.0312594 | Time: 1524.97 ms [2022-01-07 15:15:28 main:574] : INFO : Epoch 1958 | loss: 0.0310337 | val_loss: 0.0312599 | Time: 1515.4 ms [2022-01-07 15:15:30 main:574] : INFO : Epoch 1959 | loss: 0.0310353 | val_loss: 0.0312609 | Time: 1508.86 ms [2022-01-07 15:15:32 main:574] : INFO : Epoch 1960 | loss: 0.0310369 | val_loss: 0.0312718 | Time: 1508.14 ms [2022-01-07 15:15:33 main:574] : INFO : Epoch 1961 | loss: 0.0310374 | val_loss: 0.0312617 | Time: 1505.19 ms [2022-01-07 15:15:35 main:574] : INFO : Epoch 1962 | loss: 0.0310382 | val_loss: 0.0312626 | Time: 1504.89 ms [2022-01-07 15:15:36 main:574] : INFO : Epoch 1963 | loss: 0.0310318 | val_loss: 0.031265 | Time: 1525.21 ms [2022-01-07 15:15:38 main:574] : INFO : Epoch 1964 | loss: 0.0310325 | val_loss: 0.031252 | Time: 1521.87 ms [2022-01-07 15:15:40 main:574] : INFO : Epoch 1965 | loss: 0.0310409 | val_loss: 0.0312549 | Time: 1523.37 ms [2022-01-07 15:15:41 main:574] : INFO : Epoch 1966 | loss: 0.0310474 | val_loss: 0.0312441 | Time: 1512.12 ms [2022-01-07 15:15:43 main:574] : INFO : Epoch 1967 | loss: 0.0310417 | val_loss: 0.0312706 | Time: 1513.55 ms [2022-01-07 15:15:44 main:574] : INFO : Epoch 1968 | loss: 0.0310431 | val_loss: 0.031272 | Time: 1518.96 ms [2022-01-07 15:15:46 main:574] : INFO : Epoch 1969 | loss: 0.0310423 | val_loss: 0.0312449 | Time: 1497.65 ms [2022-01-07 15:15:47 main:574] : INFO : Epoch 1970 | loss: 0.0310415 | val_loss: 0.0312551 | Time: 1519.87 ms [2022-01-07 15:15:49 main:574] : INFO : Epoch 1971 | loss: 0.0310507 | val_loss: 0.0312505 | Time: 1509.33 ms [2022-01-07 15:15:50 main:574] : INFO : Epoch 1972 | loss: 0.0310423 | val_loss: 0.0312689 | Time: 1504.07 ms [2022-01-07 15:15:52 main:574] : INFO : Epoch 1973 | loss: 0.0310379 | val_loss: 0.0312799 | Time: 1510.94 ms [2022-01-07 15:15:54 main:574] : INFO : Epoch 1974 | loss: 0.0311712 | val_loss: 0.0312029 | Time: 1514.12 ms [2022-01-07 15:15:55 main:574] : INFO : Epoch 1975 | loss: 0.0311882 | val_loss: 0.0311926 | Time: 1510.42 ms [2022-01-07 15:15:57 main:574] : INFO : Epoch 1976 | loss: 0.0311744 | val_loss: 0.0311874 | Time: 1506.53 ms [2022-01-07 15:15:58 main:574] : INFO : Epoch 1977 | loss: 0.0311648 | val_loss: 0.0311874 | Time: 1514.03 ms [2022-01-07 15:16:00 main:574] : INFO : Epoch 1978 | loss: 0.0311619 | val_loss: 0.0311987 | Time: 1512.87 ms [2022-01-07 15:16:01 main:574] : INFO : Epoch 1979 | loss: 0.0311627 | val_loss: 0.0311915 | Time: 1512.11 ms [2022-01-07 15:16:03 main:574] : INFO : Epoch 1980 | loss: 0.0311584 | val_loss: 0.0311918 | Time: 1508.76 ms [2022-01-07 15:16:04 main:574] : INFO : Epoch 1981 | loss: 0.0311557 | val_loss: 0.0311878 | Time: 1515.2 ms [2022-01-07 15:16:06 main:574] : INFO : Epoch 1982 | loss: 0.0311497 | val_loss: 0.0311839 | Time: 1526.62 ms [2022-01-07 15:16:08 main:574] : INFO : Epoch 1983 | loss: 0.031148 | val_loss: 0.0311927 | Time: 1524.24 ms [2022-01-07 15:16:09 main:574] : INFO : Epoch 1984 | loss: 0.0311505 | val_loss: 0.0312028 | Time: 1518.34 ms [2022-01-07 15:16:11 main:574] : INFO : Epoch 1985 | loss: 0.0311751 | val_loss: 0.0313201 | Time: 1504.32 ms [2022-01-07 15:16:12 main:574] : INFO : Epoch 1986 | loss: 0.0399123 | val_loss: 0.0673957 | Time: 1511.01 ms [2022-01-07 15:16:14 main:574] : INFO : Epoch 1987 | loss: 0.0387057 | val_loss: 0.0350774 | Time: 1513.84 ms [2022-01-07 15:16:15 main:574] : INFO : Epoch 1988 | loss: 0.0322736 | val_loss: 0.0314428 | Time: 1518.1 ms [2022-01-07 15:16:17 main:574] : INFO : Epoch 1989 | loss: 0.0313935 | val_loss: 0.0313415 | Time: 1537.75 ms [2022-01-07 15:16:19 main:574] : INFO : Epoch 1990 | loss: 0.0312859 | val_loss: 0.031268 | Time: 1525.81 ms [2022-01-07 15:16:20 main:574] : INFO : Epoch 1991 | loss: 0.0312656 | val_loss: 0.0312603 | Time: 1520.96 ms [2022-01-07 15:16:22 main:574] : INFO : Epoch 1992 | loss: 0.0312593 | val_loss: 0.031258 | Time: 1508.08 ms [2022-01-07 15:16:23 main:574] : INFO : Epoch 1993 | loss: 0.0312577 | val_loss: 0.031257 | Time: 1517.62 ms [2022-01-07 15:16:25 main:574] : INFO : Epoch 1994 | loss: 0.0312563 | val_loss: 0.0312568 | Time: 1507.64 ms [2022-01-07 15:16:26 main:574] : INFO : Epoch 1995 | loss: 0.0312566 | val_loss: 0.0312553 | Time: 1499.53 ms [2022-01-07 15:16:28 main:574] : INFO : Epoch 1996 | loss: 0.031256 | val_loss: 0.0312556 | Time: 1519.3 ms [2022-01-07 15:16:29 main:574] : INFO : Epoch 1997 | loss: 0.0312576 | val_loss: 0.0312549 | Time: 1506.88 ms [2022-01-07 15:16:31 main:574] : INFO : Epoch 1998 | loss: 0.0312562 | val_loss: 0.0312546 | Time: 1510.15 ms [2022-01-07 15:16:33 main:574] : INFO : Epoch 1999 | loss: 0.031255 | val_loss: 0.031255 | Time: 1512.27 ms [2022-01-07 15:16:34 main:574] : INFO : Epoch 2000 | loss: 0.0312545 | val_loss: 0.0312545 | Time: 1503.17 ms [2022-01-07 15:16:36 main:574] : INFO : Epoch 2001 | loss: 0.0312535 | val_loss: 0.0312533 | Time: 1507.2 ms [2022-01-07 15:16:37 main:574] : INFO : Epoch 2002 | loss: 0.0312532 | val_loss: 0.0312533 | Time: 1527.67 ms [2022-01-07 15:16:39 main:574] : INFO : Epoch 2003 | loss: 0.0312526 | val_loss: 0.0312529 | Time: 1509.29 ms [2022-01-07 15:16:40 main:574] : INFO : Epoch 2004 | loss: 0.0312526 | val_loss: 0.0312525 | Time: 1519.19 ms [2022-01-07 15:16:42 main:574] : INFO : Epoch 2005 | loss: 0.0312522 | val_loss: 0.0312528 | Time: 1514.17 ms [2022-01-07 15:16:43 main:574] : INFO : Epoch 2006 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 1497.78 ms [2022-01-07 15:16:45 main:574] : INFO : Epoch 2007 | loss: 0.0312522 | val_loss: 0.0312535 | Time: 1517.29 ms [2022-01-07 15:16:47 main:574] : INFO : Epoch 2008 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 1512.23 ms [2022-01-07 15:16:48 main:574] : INFO : Epoch 2009 | loss: 0.0312538 | val_loss: 0.0312533 | Time: 1520.76 ms [2022-01-07 15:16:50 main:574] : INFO : Epoch 2010 | loss: 0.0312532 | val_loss: 0.031252 | Time: 1507.48 ms [2022-01-07 15:16:51 main:574] : INFO : Epoch 2011 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1501 ms [2022-01-07 15:16:53 main:574] : INFO : Epoch 2012 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 1516.9 ms [2022-01-07 15:16:54 main:574] : INFO : Epoch 2013 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 1510.61 ms [2022-01-07 15:16:56 main:574] : INFO : Epoch 2014 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1516.63 ms [2022-01-07 15:16:58 main:574] : INFO : Epoch 2015 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1523.8 ms [2022-01-07 15:16:59 main:574] : INFO : Epoch 2016 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1524.28 ms [2022-01-07 15:17:01 main:574] : INFO : Epoch 2017 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 1520.74 ms [2022-01-07 15:17:02 main:574] : INFO : Epoch 2018 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1504.98 ms [2022-01-07 15:17:04 main:574] : INFO : Epoch 2019 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1503.21 ms [2022-01-07 15:17:05 main:574] : INFO : Epoch 2020 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1507.54 ms [2022-01-07 15:17:07 main:574] : INFO : Epoch 2021 | loss: 0.0312513 | val_loss: 0.0312528 | Time: 1528.5 ms [2022-01-07 15:17:09 main:574] : INFO : Epoch 2022 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1512.11 ms [2022-01-07 15:17:10 main:574] : INFO : Epoch 2023 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1500.26 ms [2022-01-07 15:17:12 main:574] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1496.36 ms [2022-01-07 15:17:13 main:574] : INFO : Epoch 2025 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1503.48 ms [2022-01-07 15:17:15 main:574] : INFO : Epoch 2026 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 1509.02 ms [2022-01-07 15:17:16 main:574] : INFO : Epoch 2027 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1506.76 ms [2022-01-07 15:17:18 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1515.6 ms [2022-01-07 15:17:19 main:574] : INFO : Epoch 2029 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1543.15 ms [2022-01-07 15:17:21 main:574] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1516.36 ms [2022-01-07 15:17:23 main:574] : INFO : Epoch 2031 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1514.14 ms [2022-01-07 15:17:24 main:574] : INFO : Epoch 2032 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1505.58 ms [2022-01-07 15:17:26 main:574] : INFO : Epoch 2033 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1509.61 ms [2022-01-07 15:17:27 main:574] : INFO : Epoch 2034 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1511.94 ms [2022-01-07 15:17:29 main:574] : INFO : Epoch 2035 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 1524.16 ms [2022-01-07 15:17:30 main:574] : INFO : Epoch 2036 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1510.55 ms [2022-01-07 15:17:32 main:574] : INFO : Epoch 2037 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1501.21 ms [2022-01-07 15:17:34 main:574] : INFO : Epoch 2038 | loss: 0.0312515 | val_loss: 0.0312548 | Time: 1511.81 ms [2022-01-07 15:17:35 main:574] : INFO : Epoch 2039 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1504.26 ms [2022-01-07 15:17:37 main:574] : INFO : Epoch 2040 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1500.65 ms [2022-01-07 15:17:38 main:574] : INFO : Epoch 2041 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 1518.7 ms [2022-01-07 15:17:40 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 1501.98 ms [2022-01-07 15:17:41 main:574] : INFO : Epoch 2043 | loss: 0.0312492 | val_loss: 0.0312478 | Time: 1506.35 ms [2022-01-07 15:17:43 main:574] : INFO : Epoch 2044 | loss: 0.031249 | val_loss: 0.031248 | Time: 1503.17 ms [2022-01-07 15:17:44 main:574] : INFO : Epoch 2045 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1504.81 ms [2022-01-07 15:17:46 main:574] : INFO : Epoch 2046 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1499.93 ms [2022-01-07 15:17:48 main:574] : INFO : Epoch 2047 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 2056.78 ms [2022-01-07 15:17:50 main:574] : INFO : Epoch 2048 | loss: 0.0312473 | val_loss: 0.0312502 | Time: 1934.94 ms [2022-01-07 15:17:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312502 [2022-01-07 15:17:50 main:603] : INFO : Saving end state to config to file [2022-01-07 15:17:50 main:608] : INFO : Success, exiting.. 15:17:50 (27700): 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)