Task 10212565
| Name | ParityModified-1639947344-17282-1-0_0 |
| Workunit | 7576412 |
| Created | 26 Dec 2021, 18:11:12 UTC |
| Sent | 11 Jan 2022, 15:12:25 UTC |
| Report deadline | 19 Jan 2022, 15:12:25 UTC |
| Received | 12 Jan 2022, 6:12:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 59 sec |
| CPU time | 1 hours 39 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.51 GB |
| Peak swap size | 4.52 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: 0.0310591 | val_loss: 0.0312393 | Time: 1582.32 ms
[2022-01-11 23:58:34 main:574] : INFO : Epoch 1543 | loss: 0.0310479 | val_loss: 0.031266 | Time: 1603.74 ms
[2022-01-11 23:58:35 main:574] : INFO : Epoch 1544 | loss: 0.0310377 | val_loss: 0.0312576 | Time: 1541.73 ms
[2022-01-11 23:58:37 main:574] : INFO : Epoch 1545 | loss: 0.0310406 | val_loss: 0.0312649 | Time: 1630.35 ms
[2022-01-11 23:58:38 main:574] : INFO : Epoch 1546 | loss: 0.0310419 | val_loss: 0.0312687 | Time: 1550.79 ms
[2022-01-11 23:58:40 main:574] : INFO : Epoch 1547 | loss: 0.0310465 | val_loss: 0.0312404 | Time: 1575.01 ms
[2022-01-11 23:58:41 main:574] : INFO : Epoch 1548 | loss: 0.0310412 | val_loss: 0.0312488 | Time: 1551.99 ms
[2022-01-11 23:58:43 main:574] : INFO : Epoch 1549 | loss: 0.0310427 | val_loss: 0.0312619 | Time: 1589.41 ms
[2022-01-11 23:58:45 main:574] : INFO : Epoch 1550 | loss: 0.0310441 | val_loss: 0.0312463 | Time: 1558.5 ms
[2022-01-11 23:58:46 main:574] : INFO : Epoch 1551 | loss: 0.0310432 | val_loss: 0.0312599 | Time: 1549.38 ms
[2022-01-11 23:58:48 main:574] : INFO : Epoch 1552 | loss: 0.0310421 | val_loss: 0.0312586 | Time: 1544.96 ms
[2022-01-11 23:58:49 main:574] : INFO : Epoch 1553 | loss: 0.0310418 | val_loss: 0.031259 | Time: 1554.68 ms
[2022-01-11 23:58:51 main:574] : INFO : Epoch 1554 | loss: 0.0310406 | val_loss: 0.0312549 | Time: 1505.95 ms
[2022-01-11 23:58:52 main:574] : INFO : Epoch 1555 | loss: 0.0310421 | val_loss: 0.0312512 | Time: 1585.58 ms
[2022-01-11 23:58:54 main:574] : INFO : Epoch 1556 | loss: 0.0310413 | val_loss: 0.0312784 | Time: 1589.72 ms
[2022-01-11 23:58:55 main:574] : INFO : Epoch 1557 | loss: 0.0310447 | val_loss: 0.0312556 | Time: 1563.76 ms
[2022-01-11 23:58:57 main:574] : INFO : Epoch 1558 | loss: 0.0310401 | val_loss: 0.0312606 | Time: 1551.35 ms
[2022-01-11 23:58:59 main:574] : INFO : Epoch 1559 | loss: 0.031046 | val_loss: 0.0312566 | Time: 1535.32 ms
[2022-01-11 23:59:00 main:574] : INFO : Epoch 1560 | loss: 0.0310459 | val_loss: 0.0312544 | Time: 1584.01 ms
[2022-01-11 23:59:02 main:574] : INFO : Epoch 1561 | loss: 0.0310443 | val_loss: 0.0312678 | Time: 1622.01 ms
[2022-01-11 23:59:03 main:574] : INFO : Epoch 1562 | loss: 0.0310434 | val_loss: 0.0312675 | Time: 1554.62 ms
[2022-01-11 23:59:05 main:574] : INFO : Epoch 1563 | loss: 0.0310441 | val_loss: 0.0312584 | Time: 1631.84 ms
[2022-01-11 23:59:07 main:574] : INFO : Epoch 1564 | loss: 0.0310456 | val_loss: 0.0312505 | Time: 1595.78 ms
[2022-01-11 23:59:08 main:574] : INFO : Epoch 1565 | loss: 0.0310476 | val_loss: 0.031247 | Time: 1559.26 ms
[2022-01-11 23:59:10 main:574] : INFO : Epoch 1566 | loss: 0.0310571 | val_loss: 0.0312467 | Time: 1545.41 ms
[2022-01-11 23:59:11 main:574] : INFO : Epoch 1567 | loss: 0.031047 | val_loss: 0.0312702 | Time: 1518.92 ms
[2022-01-11 23:59:13 main:574] : INFO : Epoch 1568 | loss: 0.0310442 | val_loss: 0.0312387 | Time: 1544.06 ms
[2022-01-11 23:59:14 main:574] : INFO : Epoch 1569 | loss: 0.0310449 | val_loss: 0.0312616 | Time: 1559.25 ms
[2022-01-11 23:59:16 main:574] : INFO : Epoch 1570 | loss: 0.0310428 | val_loss: 0.0312502 | Time: 1619.43 ms
[2022-01-11 23:59:18 main:574] : INFO : Epoch 1571 | loss: 0.0310552 | val_loss: 0.0312521 | Time: 1627.94 ms
[2022-01-11 23:59:19 main:574] : INFO : Epoch 1572 | loss: 0.0310563 | val_loss: 0.03124 | Time: 1568.11 ms
[2022-01-11 23:59:21 main:574] : INFO : Epoch 1573 | loss: 0.0310533 | val_loss: 0.0312638 | Time: 1593.03 ms
[2022-01-11 23:59:22 main:574] : INFO : Epoch 1574 | loss: 0.0310505 | val_loss: 0.0312568 | Time: 1577.59 ms
[2022-01-11 23:59:24 main:574] : INFO : Epoch 1575 | loss: 0.031052 | val_loss: 0.0312582 | Time: 1567.69 ms
[2022-01-11 23:59:25 main:574] : INFO : Epoch 1576 | loss: 0.0310576 | val_loss: 0.0312554 | Time: 1548.51 ms
[2022-01-11 23:59:27 main:574] : INFO : Epoch 1577 | loss: 0.0310483 | val_loss: 0.0312571 | Time: 1546.91 ms
[2022-01-11 23:59:29 main:574] : INFO : Epoch 1578 | loss: 0.0310432 | val_loss: 0.0312643 | Time: 1537.97 ms
[2022-01-11 23:59:30 main:574] : INFO : Epoch 1579 | loss: 0.0310498 | val_loss: 0.0312511 | Time: 1604.52 ms
[2022-01-11 23:59:32 main:574] : INFO : Epoch 1580 | loss: 0.0310514 | val_loss: 0.0312519 | Time: 1597.2 ms
[2022-01-11 23:59:33 main:574] : INFO : Epoch 1581 | loss: 0.0310458 | val_loss: 0.0312529 | Time: 1567.32 ms
[2022-01-11 23:59:35 main:574] : INFO : Epoch 1582 | loss: 0.0310462 | val_loss: 0.031259 | Time: 1642.18 ms
[2022-01-11 23:59:37 main:574] : INFO : Epoch 1583 | loss: 0.0310428 | val_loss: 0.0312395 | Time: 1671.33 ms
[2022-01-11 23:59:38 main:574] : INFO : Epoch 1584 | loss: 0.0310448 | val_loss: 0.0312642 | Time: 1614.96 ms
[2022-01-11 23:59:40 main:574] : INFO : Epoch 1585 | loss: 0.0310515 | val_loss: 0.0312382 | Time: 1630.45 ms
[2022-01-11 23:59:42 main:574] : INFO : Epoch 1586 | loss: 0.0310507 | val_loss: 0.0312539 | Time: 1657.72 ms
[2022-01-11 23:59:43 main:574] : INFO : Epoch 1587 | loss: 0.0310388 | val_loss: 0.031277 | Time: 1585.39 ms
[2022-01-11 23:59:45 main:574] : INFO : Epoch 1588 | loss: 0.0310398 | val_loss: 0.0312517 | Time: 1534.78 ms
[2022-01-11 23:59:46 main:574] : INFO : Epoch 1589 | loss: 0.0310392 | val_loss: 0.0312562 | Time: 1591.42 ms
[2022-01-11 23:59:48 main:574] : INFO : Epoch 1590 | loss: 0.0310424 | val_loss: 0.0312693 | Time: 1550.9 ms
[2022-01-11 23:59:49 main:574] : INFO : Epoch 1591 | loss: 0.0310448 | val_loss: 0.0312512 | Time: 1570.56 ms
[2022-01-11 23:59:51 main:574] : INFO : Epoch 1592 | loss: 0.0310466 | val_loss: 0.031264 | Time: 1586.89 ms
[2022-01-11 23:59:53 main:574] : INFO : Epoch 1593 | loss: 0.0310487 | val_loss: 0.0312649 | Time: 1637.08 ms
[2022-01-11 23:59:54 main:574] : INFO : Epoch 1594 | loss: 0.0310439 | val_loss: 0.031273 | Time: 1598.65 ms
[2022-01-11 23:59:56 main:574] : INFO : Epoch 1595 | loss: 0.0310516 | val_loss: 0.0312333 | Time: 1596.64 ms
[2022-01-11 23:59:57 main:574] : INFO : Epoch 1596 | loss: 0.0310511 | val_loss: 0.0312593 | Time: 1594.54 ms
[2022-01-11 23:59:59 main:574] : INFO : Epoch 1597 | loss: 0.0310503 | val_loss: 0.0312619 | Time: 1544.81 ms
[2022-01-12 00:00:01 main:574] : INFO : Epoch 1598 | loss: 0.031044 | val_loss: 0.0312496 | Time: 1558.76 ms
[2022-01-12 00:00:02 main:574] : INFO : Epoch 1599 | loss: 0.0310403 | val_loss: 0.0312594 | Time: 1569.15 ms
[2022-01-12 00:00:04 main:574] : INFO : Epoch 1600 | loss: 0.0310383 | val_loss: 0.0312691 | Time: 1550.65 ms
[2022-01-12 00:00:05 main:574] : INFO : Epoch 1601 | loss: 0.0310499 | val_loss: 0.0312688 | Time: 1519.35 ms
[2022-01-12 00:00:07 main:574] : INFO : Epoch 1602 | loss: 0.03105 | val_loss: 0.0312603 | Time: 1566.38 ms
[2022-01-12 00:00:08 main:574] : INFO : Epoch 1603 | loss: 0.0310457 | val_loss: 0.031263 | Time: 1564.32 ms
[2022-01-12 00:00:10 main:574] : INFO : Epoch 1604 | loss: 0.0310412 | val_loss: 0.0312676 | Time: 1570.96 ms
[2022-01-12 00:00:11 main:574] : INFO : Epoch 1605 | loss: 0.0310463 | val_loss: 0.0312766 | Time: 1570.28 ms
[2022-01-12 00:00:13 main:574] : INFO : Epoch 1606 | loss: 0.0310453 | val_loss: 0.0312542 | Time: 1576.48 ms
[2022-01-12 00:00:15 main:574] : INFO : Epoch 1607 | loss: 0.0310467 | val_loss: 0.0312413 | Time: 1607.76 ms
[2022-01-12 00:00:16 main:574] : INFO : Epoch 1608 | loss: 0.0310495 | val_loss: 0.031245 | Time: 1620.7 ms
[2022-01-12 00:00:18 main:574] : INFO : Epoch 1609 | loss: 0.0310519 | val_loss: 0.0312566 | Time: 1567.99 ms
[2022-01-12 00:00:19 main:574] : INFO : Epoch 1610 | loss: 0.031043 | val_loss: 0.0312584 | Time: 1567.33 ms
[2022-01-12 00:00:21 main:574] : INFO : Epoch 1611 | loss: 0.0310379 | val_loss: 0.0312485 | Time: 1616.04 ms
[2022-01-12 00:00:23 main:574] : INFO : Epoch 1612 | loss: 0.0310418 | val_loss: 0.0312505 | Time: 1560.24 ms
[2022-01-12 00:00:24 main:574] : INFO : Epoch 1613 | loss: 0.03104 | val_loss: 0.0312707 | Time: 1626.82 ms
[2022-01-12 00:00:26 main:574] : INFO : Epoch 1614 | loss: 0.0310445 | val_loss: 0.0312624 | Time: 1554.46 ms
[2022-01-12 00:00:27 main:574] : INFO : Epoch 1615 | loss: 0.0310519 | val_loss: 0.0312495 | Time: 1574.48 ms
[2022-01-12 00:00:29 main:574] : INFO : Epoch 1616 | loss: 0.0310525 | val_loss: 0.031257 | Time: 1594.87 ms
[2022-01-12 00:00:30 main:574] : INFO : Epoch 1617 | loss: 0.0310435 | val_loss: 0.0312498 | Time: 1533.17 ms
[2022-01-12 00:00:32 main:574] : INFO : Epoch 1618 | loss: 0.0310412 | val_loss: 0.0312625 | Time: 1542.07 ms
[2022-01-12 00:00:34 main:574] : INFO : Epoch 1619 | loss: 0.031153 | val_loss: 0.0311996 | Time: 1639.59 ms
[2022-01-12 00:00:35 main:574] : INFO : Epoch 1620 | loss: 0.031161 | val_loss: 0.0311983 | Time: 1563.92 ms
[2022-01-12 00:00:37 main:574] : INFO : Epoch 1621 | loss: 0.0311504 | val_loss: 0.0311897 | Time: 1606.83 ms
[2022-01-12 00:00:38 main:574] : INFO : Epoch 1622 | loss: 0.0311408 | val_loss: 0.0311835 | Time: 1558.39 ms
[2022-01-12 00:00:40 main:574] : INFO : Epoch 1623 | loss: 0.0311356 | val_loss: 0.0311896 | Time: 1549.45 ms
[2022-01-12 00:00:41 main:574] : INFO : Epoch 1624 | loss: 0.0311307 | val_loss: 0.0311945 | Time: 1529.3 ms
[2022-01-12 00:00:43 main:574] : INFO : Epoch 1625 | loss: 0.0311257 | val_loss: 0.0311917 | Time: 1534.15 ms
[2022-01-12 00:00:45 main:574] : INFO : Epoch 1626 | loss: 0.0311195 | val_loss: 0.0311949 | Time: 1548.93 ms
[2022-01-12 00:00:46 main:574] : INFO : Epoch 1627 | loss: 0.0311152 | val_loss: 0.0311974 | Time: 1563.75 ms
[2022-01-12 00:00:48 main:574] : INFO : Epoch 1628 | loss: 0.0311115 | val_loss: 0.0312072 | Time: 1631.96 ms
[2022-01-12 00:00:49 main:574] : INFO : Epoch 1629 | loss: 0.031111 | val_loss: 0.0312126 | Time: 1589.38 ms
[2022-01-12 00:00:51 main:574] : INFO : Epoch 1630 | loss: 0.0311029 | val_loss: 0.0312057 | Time: 1578.6 ms
[2022-01-12 00:00:53 main:574] : INFO : Epoch 1631 | loss: 0.0311011 | val_loss: 0.0312073 | Time: 1640.05 ms
[2022-01-12 00:00:54 main:574] : INFO : Epoch 1632 | loss: 0.0311001 | val_loss: 0.0312196 | Time: 1575.79 ms
[2022-01-12 00:00:56 main:574] : INFO : Epoch 1633 | loss: 0.0311006 | val_loss: 0.0312132 | Time: 1580.55 ms
[2022-01-12 00:00:57 main:574] : INFO : Epoch 1634 | loss: 0.0310974 | val_loss: 0.0312195 | Time: 1545.74 ms
[2022-01-12 00:00:59 main:574] : INFO : Epoch 1635 | loss: 0.0310943 | val_loss: 0.0312246 | Time: 1551.09 ms
[2022-01-12 00:01:00 main:574] : INFO : Epoch 1636 | loss: 0.031094 | val_loss: 0.0312194 | Time: 1609.15 ms
[2022-01-12 00:01:02 main:574] : INFO : Epoch 1637 | loss: 0.0310939 | val_loss: 0.0312246 | Time: 1566.76 ms
[2022-01-12 00:01:04 main:574] : INFO : Epoch 1638 | loss: 0.0310919 | val_loss: 0.0312183 | Time: 1594.18 ms
[2022-01-12 00:01:05 main:574] : INFO : Epoch 1639 | loss: 0.0310888 | val_loss: 0.0312333 | Time: 1606.11 ms
[2022-01-12 00:01:07 main:574] : INFO : Epoch 1640 | loss: 0.0310833 | val_loss: 0.0312338 | Time: 1564.89 ms
[2022-01-12 00:01:08 main:574] : INFO : Epoch 1641 | loss: 0.031081 | val_loss: 0.0312257 | Time: 1613.86 ms
[2022-01-12 00:01:10 main:574] : INFO : Epoch 1642 | loss: 0.0310808 | val_loss: 0.0312281 | Time: 1573.58 ms
[2022-01-12 00:01:12 main:574] : INFO : Epoch 1643 | loss: 0.0310805 | val_loss: 0.031225 | Time: 1625.46 ms
[2022-01-12 00:01:13 main:574] : INFO : Epoch 1644 | loss: 0.0310806 | val_loss: 0.0312292 | Time: 1566.07 ms
[2022-01-12 00:01:15 main:574] : INFO : Epoch 1645 | loss: 0.0310811 | val_loss: 0.0312183 | Time: 1574.03 ms
[2022-01-12 00:01:16 main:574] : INFO : Epoch 1646 | loss: 0.0310772 | val_loss: 0.0312261 | Time: 1558.56 ms
[2022-01-12 00:01:18 main:574] : INFO : Epoch 1647 | loss: 0.0310767 | val_loss: 0.0312282 | Time: 1605.24 ms
[2022-01-12 00:01:20 main:574] : INFO : Epoch 1648 | loss: 0.0310727 | val_loss: 0.0312452 | Time: 1611.93 ms
[2022-01-12 00:01:21 main:574] : INFO : Epoch 1649 | loss: 0.0310669 | val_loss: 0.0312201 | Time: 1583.57 ms
[2022-01-12 00:01:23 main:574] : INFO : Epoch 1650 | loss: 0.031066 | val_loss: 0.0312424 | Time: 1603.17 ms
[2022-01-12 00:01:24 main:574] : INFO : Epoch 1651 | loss: 0.0310713 | val_loss: 0.0312396 | Time: 1578.82 ms
[2022-01-12 00:01:26 main:574] : INFO : Epoch 1652 | loss: 0.0310823 | val_loss: 0.0312212 | Time: 1608.08 ms
[2022-01-12 00:01:27 main:574] : INFO : Epoch 1653 | loss: 0.0310733 | val_loss: 0.0312282 | Time: 1519.78 ms
[2022-01-12 00:01:29 main:574] : INFO : Epoch 1654 | loss: 0.031066 | val_loss: 0.0312397 | Time: 1541.95 ms
[2022-01-12 00:01:31 main:574] : INFO : Epoch 1655 | loss: 0.0310666 | val_loss: 0.0312315 | Time: 1570.73 ms
[2022-01-12 00:01:32 main:574] : INFO : Epoch 1656 | loss: 0.0310613 | val_loss: 0.0312405 | Time: 1587.03 ms
[2022-01-12 00:01:34 main:574] : INFO : Epoch 1657 | loss: 0.0310571 | val_loss: 0.0312337 | Time: 1622.83 ms
[2022-01-12 00:01:35 main:574] : INFO : Epoch 1658 | loss: 0.0310642 | val_loss: 0.0312481 | Time: 1591.36 ms
[2022-01-12 00:01:37 main:574] : INFO : Epoch 1659 | loss: 0.0310576 | val_loss: 0.0312361 | Time: 1592.22 ms
[2022-01-12 00:01:39 main:574] : INFO : Epoch 1660 | loss: 0.0310575 | val_loss: 0.031245 | Time: 1630.53 ms
[2022-01-12 00:01:40 main:574] : INFO : Epoch 1661 | loss: 0.0310545 | val_loss: 0.0312488 | Time: 1538.21 ms
[2022-01-12 00:01:42 main:574] : INFO : Epoch 1662 | loss: 0.031057 | val_loss: 0.0312395 | Time: 1504.12 ms
[2022-01-12 00:01:43 main:574] : INFO : Epoch 1663 | loss: 0.0310587 | val_loss: 0.0312345 | Time: 1545.3 ms
[2022-01-12 00:01:45 main:574] : INFO : Epoch 1664 | loss: 0.0310687 | val_loss: 0.0312471 | Time: 1640.18 ms
[2022-01-12 00:01:46 main:574] : INFO : Epoch 1665 | loss: 0.0310566 | val_loss: 0.0312552 | Time: 1518.96 ms
[2022-01-12 00:01:48 main:574] : INFO : Epoch 1666 | loss: 0.0310604 | val_loss: 0.0312474 | Time: 1575.74 ms
[2022-01-12 00:01:50 main:574] : INFO : Epoch 1667 | loss: 0.0310577 | val_loss: 0.0312516 | Time: 1573.99 ms
[2022-01-12 00:01:51 main:574] : INFO : Epoch 1668 | loss: 0.0310615 | val_loss: 0.0312473 | Time: 1611.17 ms
[2022-01-12 00:01:53 main:574] : INFO : Epoch 1669 | loss: 0.0310524 | val_loss: 0.0312577 | Time: 1522.81 ms
[2022-01-12 00:01:54 main:574] : INFO : Epoch 1670 | loss: 0.0310523 | val_loss: 0.0312556 | Time: 1522.41 ms
[2022-01-12 00:01:56 main:574] : INFO : Epoch 1671 | loss: 0.0310576 | val_loss: 0.031248 | Time: 1562.59 ms
[2022-01-12 00:01:57 main:574] : INFO : Epoch 1672 | loss: 0.03106 | val_loss: 0.0312401 | Time: 1602.19 ms
[2022-01-12 00:01:59 main:574] : INFO : Epoch 1673 | loss: 0.0310551 | val_loss: 0.0312306 | Time: 1572.05 ms
[2022-01-12 00:02:00 main:574] : INFO : Epoch 1674 | loss: 0.031058 | val_loss: 0.0312406 | Time: 1557.23 ms
[2022-01-12 00:02:02 main:574] : INFO : Epoch 1675 | loss: 0.0310482 | val_loss: 0.0312384 | Time: 1519.41 ms
[2022-01-12 00:02:04 main:574] : INFO : Epoch 1676 | loss: 0.0310471 | val_loss: 0.0312568 | Time: 1562.65 ms
[2022-01-12 00:02:05 main:574] : INFO : Epoch 1677 | loss: 0.0310446 | val_loss: 0.0312424 | Time: 1504.07 ms
[2022-01-12 00:02:07 main:574] : INFO : Epoch 1678 | loss: 0.0310458 | val_loss: 0.0312465 | Time: 1552.6 ms
[2022-01-12 00:02:08 main:574] : INFO : Epoch 1679 | loss: 0.0310477 | val_loss: 0.0312509 | Time: 1563.48 ms
[2022-01-12 00:02:10 main:574] : INFO : Epoch 1680 | loss: 0.0310461 | val_loss: 0.0312527 | Time: 1541.01 ms
[2022-01-12 00:02:11 main:574] : INFO : Epoch 1681 | loss: 0.0310529 | val_loss: 0.0312498 | Time: 1609.07 ms
[2022-01-12 00:02:13 main:574] : INFO : Epoch 1682 | loss: 0.031052 | val_loss: 0.0312404 | Time: 1579.15 ms
[2022-01-12 00:02:14 main:574] : INFO : Epoch 1683 | loss: 0.0310523 | val_loss: 0.0312549 | Time: 1545.86 ms
[2022-01-12 00:02:16 main:574] : INFO : Epoch 1684 | loss: 0.0310505 | val_loss: 0.0312528 | Time: 1570.2 ms
[2022-01-12 00:02:18 main:574] : INFO : Epoch 1685 | loss: 0.0310523 | val_loss: 0.0312585 | Time: 1598.13 ms
[2022-01-12 00:02:19 main:574] : INFO : Epoch 1686 | loss: 0.0310495 | val_loss: 0.0312451 | Time: 1596.09 ms
[2022-01-12 00:02:21 main:574] : INFO : Epoch 1687 | loss: 0.0310464 | val_loss: 0.0312448 | Time: 1553.04 ms
[2022-01-12 00:02:22 main:574] : INFO : Epoch 1688 | loss: 0.0310509 | val_loss: 0.0312436 | Time: 1585.46 ms
[2022-01-12 00:02:24 main:574] : INFO : Epoch 1689 | loss: 0.0310518 | val_loss: 0.0312411 | Time: 1596.09 ms
[2022-01-12 00:02:26 main:574] : INFO : Epoch 1690 | loss: 0.0310535 | val_loss: 0.0312375 | Time: 1644.1 ms
[2022-01-12 00:02:27 main:574] : INFO : Epoch 1691 | loss: 0.031057 | val_loss: 0.031242 | Time: 1591.01 ms
[2022-01-12 00:02:29 main:574] : INFO : Epoch 1692 | loss: 0.0310501 | val_loss: 0.0312575 | Time: 1544.55 ms
[2022-01-12 00:02:30 main:574] : INFO : Epoch 1693 | loss: 0.0310493 | val_loss: 0.0312506 | Time: 1564.17 ms
[2022-01-12 00:02:32 main:574] : INFO : Epoch 1694 | loss: 0.031054 | val_loss: 0.0312509 | Time: 1579.25 ms
[2022-01-12 00:02:34 main:574] : INFO : Epoch 1695 | loss: 0.0310502 | val_loss: 0.0312348 | Time: 1561.46 ms
[2022-01-12 00:02:35 main:574] : INFO : Epoch 1696 | loss: 0.0310498 | val_loss: 0.0312484 | Time: 1556.07 ms
[2022-01-12 00:02:37 main:574] : INFO : Epoch 1697 | loss: 0.0310485 | val_loss: 0.0312409 | Time: 1595.01 ms
[2022-01-12 00:02:38 main:574] : INFO : Epoch 1698 | loss: 0.0310493 | val_loss: 0.0312502 | Time: 1572.74 ms
[2022-01-12 00:02:40 main:574] : INFO : Epoch 1699 | loss: 0.0310514 | val_loss: 0.0312388 | Time: 1557.13 ms
[2022-01-12 00:02:41 main:574] : INFO : Epoch 1700 | loss: 0.0310461 | val_loss: 0.0312486 | Time: 1565.6 ms
[2022-01-12 00:02:43 main:574] : INFO : Epoch 1701 | loss: 0.0310482 | val_loss: 0.0312565 | Time: 1582.15 ms
[2022-01-12 00:02:45 main:574] : INFO : Epoch 1702 | loss: 0.0310509 | val_loss: 0.031243 | Time: 1610.63 ms
[2022-01-12 00:02:46 main:574] : INFO : Epoch 1703 | loss: 0.0310628 | val_loss: 0.031244 | Time: 1542.37 ms
[2022-01-12 00:02:48 main:574] : INFO : Epoch 1704 | loss: 0.0310515 | val_loss: 0.0312515 | Time: 1527.26 ms
[2022-01-12 00:02:49 main:574] : INFO : Epoch 1705 | loss: 0.0310479 | val_loss: 0.0312466 | Time: 1603.12 ms
[2022-01-12 00:02:51 main:574] : INFO : Epoch 1706 | loss: 0.0310442 | val_loss: 0.0312541 | Time: 1553.66 ms
[2022-01-12 00:02:52 main:574] : INFO : Epoch 1707 | loss: 0.0310458 | val_loss: 0.0312597 | Time: 1533.95 ms
[2022-01-12 00:02:54 main:574] : INFO : Epoch 1708 | loss: 0.031048 | val_loss: 0.0312468 | Time: 1573.88 ms
[2022-01-12 00:02:55 main:574] : INFO : Epoch 1709 | loss: 0.03105 | val_loss: 0.0312548 | Time: 1589.06 ms
[2022-01-12 00:02:57 main:574] : INFO : Epoch 1710 | loss: 0.0310413 | val_loss: 0.031242 | Time: 1559.04 ms
[2022-01-12 00:02:59 main:574] : INFO : Epoch 1711 | loss: 0.0310458 | val_loss: 0.0312535 | Time: 1584.19 ms
[2022-01-12 00:03:00 main:574] : INFO : Epoch 1712 | loss: 0.0310477 | val_loss: 0.0312496 | Time: 1607.22 ms
[2022-01-12 00:03:02 main:574] : INFO : Epoch 1713 | loss: 0.0310598 | val_loss: 0.0312509 | Time: 1588.49 ms
[2022-01-12 00:03:03 main:574] : INFO : Epoch 1714 | loss: 0.0310535 | val_loss: 0.031246 | Time: 1539.15 ms
[2022-01-12 00:03:05 main:574] : INFO : Epoch 1715 | loss: 0.031053 | val_loss: 0.0312468 | Time: 1560.12 ms
[2022-01-12 00:03:06 main:574] : INFO : Epoch 1716 | loss: 0.0310534 | val_loss: 0.0312304 | Time: 1501.11 ms
[2022-01-12 00:03:08 main:574] : INFO : Epoch 1717 | loss: 0.0310504 | val_loss: 0.0312671 | Time: 1501.69 ms
[2022-01-12 00:03:10 main:574] : INFO : Epoch 1718 | loss: 0.0310509 | val_loss: 0.0312474 | Time: 1547.91 ms
[2022-01-12 00:03:11 main:574] : INFO : Epoch 1719 | loss: 0.0310524 | val_loss: 0.0312483 | Time: 1603.48 ms
[2022-01-12 00:03:13 main:574] : INFO : Epoch 1720 | loss: 0.031046 | val_loss: 0.0312442 | Time: 1539.02 ms
[2022-01-12 00:03:14 main:574] : INFO : Epoch 1721 | loss: 0.0310458 | val_loss: 0.0312418 | Time: 1567.08 ms
[2022-01-12 00:03:16 main:574] : INFO : Epoch 1722 | loss: 0.0310418 | val_loss: 0.0312574 | Time: 1545.8 ms
[2022-01-12 00:03:17 main:574] : INFO : Epoch 1723 | loss: 0.0310412 | val_loss: 0.0312684 | Time: 1522.8 ms
[2022-01-12 00:03:19 main:574] : INFO : Epoch 1724 | loss: 0.0310479 | val_loss: 0.0312475 | Time: 1515.48 ms
[2022-01-12 00:03:20 main:574] : INFO : Epoch 1725 | loss: 0.0310478 | val_loss: 0.0312548 | Time: 1571.56 ms
[2022-01-12 00:03:22 main:574] : INFO : Epoch 1726 | loss: 0.0310459 | val_loss: 0.0312583 | Time: 1541.41 ms
[2022-01-12 00:03:23 main:574] : INFO : Epoch 1727 | loss: 0.031048 | val_loss: 0.0312477 | Time: 1501.53 ms
[2022-01-12 00:03:25 main:574] : INFO : Epoch 1728 | loss: 0.0310461 | val_loss: 0.0312529 | Time: 1558.41 ms
[2022-01-12 00:03:27 main:574] : INFO : Epoch 1729 | loss: 0.0310415 | val_loss: 0.0312406 | Time: 1550.81 ms
[2022-01-12 00:03:28 main:574] : INFO : Epoch 1730 | loss: 0.0310474 | val_loss: 0.0312666 | Time: 1632.78 ms
[2022-01-12 00:03:30 main:574] : INFO : Epoch 1731 | loss: 0.0310487 | val_loss: 0.0312445 | Time: 1598.4 ms
[2022-01-12 00:03:31 main:574] : INFO : Epoch 1732 | loss: 0.0310494 | val_loss: 0.0312439 | Time: 1640.08 ms
[2022-01-12 00:03:33 main:574] : INFO : Epoch 1733 | loss: 0.0310504 | val_loss: 0.0312615 | Time: 1598.03 ms
[2022-01-12 00:03:35 main:574] : INFO : Epoch 1734 | loss: 0.031059 | val_loss: 0.031224 | Time: 1594.88 ms
[2022-01-12 00:03:36 main:574] : INFO : Epoch 1735 | loss: 0.0310665 | val_loss: 0.031253 | Time: 1596.94 ms
[2022-01-12 00:03:38 main:574] : INFO : Epoch 1736 | loss: 0.0310489 | val_loss: 0.0312494 | Time: 1619.48 ms
[2022-01-12 00:03:39 main:574] : INFO : Epoch 1737 | loss: 0.0310489 | val_loss: 0.0312574 | Time: 1549.53 ms
[2022-01-12 00:03:41 main:574] : INFO : Epoch 1738 | loss: 0.0310442 | val_loss: 0.0312529 | Time: 1509.54 ms
[2022-01-12 00:03:42 main:574] : INFO : Epoch 1739 | loss: 0.0310438 | val_loss: 0.0312561 | Time: 1552.78 ms
[2022-01-12 00:03:44 main:574] : INFO : Epoch 1740 | loss: 0.0310527 | val_loss: 0.0312332 | Time: 1579.31 ms
[2022-01-12 00:03:46 main:574] : INFO : Epoch 1741 | loss: 0.0310497 | val_loss: 0.0312472 | Time: 1576.98 ms
[2022-01-12 00:03:47 main:574] : INFO : Epoch 1742 | loss: 0.0310513 | val_loss: 0.0312441 | Time: 1632.66 ms
[2022-01-12 00:03:49 main:574] : INFO : Epoch 1743 | loss: 0.0310536 | val_loss: 0.0312553 | Time: 1617.91 ms
[2022-01-12 00:03:50 main:574] : INFO : Epoch 1744 | loss: 0.0310669 | val_loss: 0.0312592 | Time: 1580.01 ms
[2022-01-12 00:03:52 main:574] : INFO : Epoch 1745 | loss: 0.0310518 | val_loss: 0.0312361 | Time: 1524.84 ms
[2022-01-12 00:03:54 main:574] : INFO : Epoch 1746 | loss: 0.0310574 | val_loss: 0.0312595 | Time: 1606.28 ms
[2022-01-12 00:03:55 main:574] : INFO : Epoch 1747 | loss: 0.0310515 | val_loss: 0.0312496 | Time: 1597.76 ms
[2022-01-12 00:03:57 main:574] : INFO : Epoch 1748 | loss: 0.0310449 | val_loss: 0.0312544 | Time: 1533.41 ms
[2022-01-12 00:03:58 main:574] : INFO : Epoch 1749 | loss: 0.0310462 | val_loss: 0.0312439 | Time: 1585.41 ms
[2022-01-12 00:04:00 main:574] : INFO : Epoch 1750 | loss: 0.031046 | val_loss: 0.0312557 | Time: 1584.97 ms
[2022-01-12 00:04:02 main:574] : INFO : Epoch 1751 | loss: 0.0310403 | val_loss: 0.0312547 | Time: 1599.39 ms
[2022-01-12 00:04:03 main:574] : INFO : Epoch 1752 | loss: 0.0310493 | val_loss: 0.0312395 | Time: 1577.27 ms
[2022-01-12 00:04:05 main:574] : INFO : Epoch 1753 | loss: 0.03104 | val_loss: 0.031259 | Time: 1577.49 ms
[2022-01-12 00:04:06 main:574] : INFO : Epoch 1754 | loss: 0.0310383 | val_loss: 0.0312529 | Time: 1587.84 ms
[2022-01-12 00:04:08 main:574] : INFO : Epoch 1755 | loss: 0.0310409 | val_loss: 0.0312528 | Time: 1567.2 ms
[2022-01-12 00:04:09 main:574] : INFO : Epoch 1756 | loss: 0.0310444 | val_loss: 0.0312682 | Time: 1612.24 ms
[2022-01-12 00:04:11 main:574] : INFO : Epoch 1757 | loss: 0.0310379 | val_loss: 0.0312584 | Time: 1589.32 ms
[2022-01-12 00:04:13 main:574] : INFO : Epoch 1758 | loss: 0.0310555 | val_loss: 0.0312513 | Time: 1548.85 ms
[2022-01-12 00:04:14 main:574] : INFO : Epoch 1759 | loss: 0.0310495 | val_loss: 0.0312615 | Time: 1515.9 ms
[2022-01-12 00:04:16 main:574] : INFO : Epoch 1760 | loss: 0.0310446 | val_loss: 0.0312462 | Time: 1545.36 ms
[2022-01-12 00:04:17 main:574] : INFO : Epoch 1761 | loss: 0.0310467 | val_loss: 0.0312413 | Time: 1645.23 ms
[2022-01-12 00:04:19 main:574] : INFO : Epoch 1762 | loss: 0.0310455 | val_loss: 0.0312549 | Time: 1595.97 ms
[2022-01-12 00:04:20 main:574] : INFO : Epoch 1763 | loss: 0.0310493 | val_loss: 0.0312509 | Time: 1558.84 ms
[2022-01-12 00:04:22 main:574] : INFO : Epoch 1764 | loss: 0.0310469 | val_loss: 0.0312532 | Time: 1597.47 ms
[2022-01-12 00:04:24 main:574] : INFO : Epoch 1765 | loss: 0.0310423 | val_loss: 0.0312521 | Time: 1537.9 ms
[2022-01-12 00:04:25 main:574] : INFO : Epoch 1766 | loss: 0.0310531 | val_loss: 0.0312443 | Time: 1543.86 ms
[2022-01-12 00:04:27 main:574] : INFO : Epoch 1767 | loss: 0.0310481 | val_loss: 0.0312649 | Time: 1574.67 ms
[2022-01-12 00:04:28 main:574] : INFO : Epoch 1768 | loss: 0.0310477 | val_loss: 0.0312323 | Time: 1550.21 ms
[2022-01-12 00:04:30 main:574] : INFO : Epoch 1769 | loss: 0.0310572 | val_loss: 0.0312421 | Time: 1579.28 ms
[2022-01-12 00:04:31 main:574] : INFO : Epoch 1770 | loss: 0.03106 | val_loss: 0.0312575 | Time: 1598.02 ms
[2022-01-12 00:04:33 main:574] : INFO : Epoch 1771 | loss: 0.0310552 | val_loss: 0.0312358 | Time: 1514.97 ms
[2022-01-12 00:04:35 main:574] : INFO : Epoch 1772 | loss: 0.0310445 | val_loss: 0.0312468 | Time: 1604.22 ms
[2022-01-12 00:04:36 main:574] : INFO : Epoch 1773 | loss: 0.0310372 | val_loss: 0.0312886 | Time: 1557.92 ms
[2022-01-12 00:04:38 main:574] : INFO : Epoch 1774 | loss: 0.0310392 | val_loss: 0.0312583 | Time: 1581.49 ms
[2022-01-12 00:04:39 main:574] : INFO : Epoch 1775 | loss: 0.0310492 | val_loss: 0.0312534 | Time: 1573.02 ms
[2022-01-12 00:04:41 main:574] : INFO : Epoch 1776 | loss: 0.03104 | val_loss: 0.0312456 | Time: 1567.91 ms
[2022-01-12 00:04:43 main:574] : INFO : Epoch 1777 | loss: 0.0310515 | val_loss: 0.0312547 | Time: 1613.7 ms
[2022-01-12 00:04:44 main:574] : INFO : Epoch 1778 | loss: 0.0310566 | val_loss: 0.0312417 | Time: 1525.17 ms
[2022-01-12 00:04:46 main:574] : INFO : Epoch 1779 | loss: 0.0310556 | val_loss: 0.0312494 | Time: 1557.9 ms
[2022-01-12 00:04:47 main:574] : INFO : Epoch 1780 | loss: 0.0310663 | val_loss: 0.0312355 | Time: 1617.99 ms
[2022-01-12 00:04:49 main:574] : INFO : Epoch 1781 | loss: 0.0310537 | val_loss: 0.0312338 | Time: 1606.44 ms
[2022-01-12 00:04:50 main:574] : INFO : Epoch 1782 | loss: 0.0310442 | val_loss: 0.0312665 | Time: 1619.18 ms
[2022-01-12 00:04:52 main:574] : INFO : Epoch 1783 | loss: 0.0310438 | val_loss: 0.0312492 | Time: 1596.83 ms
[2022-01-12 00:04:54 main:574] : INFO : Epoch 1784 | loss: 0.0310451 | val_loss: 0.03125 | Time: 1649.2 ms
[2022-01-12 00:04:55 main:574] : INFO : Epoch 1785 | loss: 0.0310416 | val_loss: 0.0312715 | Time: 1552.91 ms
[2022-01-12 00:04:57 main:574] : INFO : Epoch 1786 | loss: 0.0310411 | val_loss: 0.031265 | Time: 1529.83 ms
[2022-01-12 00:04:58 main:574] : INFO : Epoch 1787 | loss: 0.0310493 | val_loss: 0.0312486 | Time: 1558.02 ms
[2022-01-12 00:05:00 main:574] : INFO : Epoch 1788 | loss: 0.0310433 | val_loss: 0.0312534 | Time: 1631.95 ms
[2022-01-12 00:05:02 main:574] : INFO : Epoch 1789 | loss: 0.0310411 | val_loss: 0.0312876 | Time: 1582.15 ms
[2022-01-12 00:05:03 main:574] : INFO : Epoch 1790 | loss: 0.0310435 | val_loss: 0.0312476 | Time: 1589.17 ms
[2022-01-12 00:05:05 main:574] : INFO : Epoch 1791 | loss: 0.0310386 | val_loss: 0.0312641 | Time: 1577.42 ms
[2022-01-12 00:05:06 main:574] : INFO : Epoch 1792 | loss: 0.0310446 | val_loss: 0.0312354 | Time: 1582.66 ms
[2022-01-12 00:05:08 main:574] : INFO : Epoch 1793 | loss: 0.0310449 | val_loss: 0.0312557 | Time: 1560.95 ms
[2022-01-12 00:05:10 main:574] : INFO : Epoch 1794 | loss: 0.0310363 | val_loss: 0.0312701 | Time: 1612.12 ms
[2022-01-12 00:05:11 main:574] : INFO : Epoch 1795 | loss: 0.0310387 | val_loss: 0.0312507 | Time: 1571.52 ms
[2022-01-12 00:05:13 main:574] : INFO : Epoch 1796 | loss: 0.031041 | val_loss: 0.031246 | Time: 1601.98 ms
[2022-01-12 00:05:14 main:574] : INFO : Epoch 1797 | loss: 0.0310434 | val_loss: 0.0312689 | Time: 1601.58 ms
[2022-01-12 00:05:16 main:574] : INFO : Epoch 1798 | loss: 0.03105 | val_loss: 0.0312498 | Time: 1597.71 ms
[2022-01-12 00:05:17 main:574] : INFO : Epoch 1799 | loss: 0.0310503 | val_loss: 0.0312422 | Time: 1553.29 ms
[2022-01-12 00:05:19 main:574] : INFO : Epoch 1800 | loss: 0.0310472 | val_loss: 0.0312704 | Time: 1616.86 ms
[2022-01-12 00:05:21 main:574] : INFO : Epoch 1801 | loss: 0.0310395 | val_loss: 0.0312554 | Time: 1566.03 ms
[2022-01-12 00:05:22 main:574] : INFO : Epoch 1802 | loss: 0.0310429 | val_loss: 0.0312575 | Time: 1592.47 ms
[2022-01-12 00:05:24 main:574] : INFO : Epoch 1803 | loss: 0.0310446 | val_loss: 0.0312796 | Time: 1546.64 ms
[2022-01-12 00:05:25 main:574] : INFO : Epoch 1804 | loss: 0.031046 | val_loss: 0.0312416 | Time: 1614.44 ms
[2022-01-12 00:05:27 main:574] : INFO : Epoch 1805 | loss: 0.0310378 | val_loss: 0.0312618 | Time: 1633.87 ms
[2022-01-12 00:05:29 main:574] : INFO : Epoch 1806 | loss: 0.0310455 | val_loss: 0.0312512 | Time: 1597.01 ms
[2022-01-12 00:05:30 main:574] : INFO : Epoch 1807 | loss: 0.0310495 | val_loss: 0.0312465 | Time: 1568.57 ms
[2022-01-12 00:05:32 main:574] : INFO : Epoch 1808 | loss: 0.031047 | val_loss: 0.0312566 | Time: 1561.44 ms
[2022-01-12 00:05:33 main:574] : INFO : Epoch 1809 | loss: 0.0310369 | val_loss: 0.0312647 | Time: 1610.03 ms
[2022-01-12 00:05:35 main:574] : INFO : Epoch 1810 | loss: 0.0310457 | val_loss: 0.0312404 | Time: 1631.13 ms
[2022-01-12 00:05:37 main:574] : INFO : Epoch 1811 | loss: 0.0310466 | val_loss: 0.0312554 | Time: 1594.9 ms
[2022-01-12 00:05:38 main:574] : INFO : Epoch 1812 | loss: 0.0310418 | val_loss: 0.031246 | Time: 1563.76 ms
[2022-01-12 00:05:40 main:574] : INFO : Epoch 1813 | loss: 0.0310394 | val_loss: 0.0312588 | Time: 1541.11 ms
[2022-01-12 00:05:41 main:574] : INFO : Epoch 1814 | loss: 0.0310368 | val_loss: 0.0312497 | Time: 1586.79 ms
[2022-01-12 00:05:43 main:574] : INFO : Epoch 1815 | loss: 0.0310379 | val_loss: 0.0312542 | Time: 1577.1 ms
[2022-01-12 00:05:44 main:574] : INFO : Epoch 1816 | loss: 0.0310376 | val_loss: 0.0312427 | Time: 1604.36 ms
[2022-01-12 00:05:46 main:574] : INFO : Epoch 1817 | loss: 0.0310443 | val_loss: 0.0312501 | Time: 1560.3 ms
[2022-01-12 00:05:48 main:574] : INFO : Epoch 1818 | loss: 0.0310454 | val_loss: 0.0312402 | Time: 1574.82 ms
[2022-01-12 00:05:49 main:574] : INFO : Epoch 1819 | loss: 0.0310449 | val_loss: 0.0312674 | Time: 1563.65 ms
[2022-01-12 00:05:51 main:574] : INFO : Epoch 1820 | loss: 0.0310424 | val_loss: 0.0312603 | Time: 1603.31 ms
[2022-01-12 00:05:52 main:574] : INFO : Epoch 1821 | loss: 0.0310486 | val_loss: 0.0312787 | Time: 1545.63 ms
[2022-01-12 00:05:54 main:574] : INFO : Epoch 1822 | loss: 0.0310483 | val_loss: 0.031274 | Time: 1554.58 ms
[2022-01-12 00:05:55 main:574] : INFO : Epoch 1823 | loss: 0.0310416 | val_loss: 0.0312522 | Time: 1555.85 ms
[2022-01-12 00:05:57 main:574] : INFO : Epoch 1824 | loss: 0.0310493 | val_loss: 0.0312329 | Time: 1548.27 ms
[2022-01-12 00:05:59 main:574] : INFO : Epoch 1825 | loss: 0.0310428 | val_loss: 0.0312424 | Time: 1528.29 ms
[2022-01-12 00:06:00 main:574] : INFO : Epoch 1826 | loss: 0.0310398 | val_loss: 0.0312512 | Time: 1508.89 ms
[2022-01-12 00:06:02 main:574] : INFO : Epoch 1827 | loss: 0.0310379 | val_loss: 0.0312633 | Time: 1519.41 ms
[2022-01-12 00:06:03 main:574] : INFO : Epoch 1828 | loss: 0.0310381 | val_loss: 0.031264 | Time: 1528.73 ms
[2022-01-12 00:06:05 main:574] : INFO : Epoch 1829 | loss: 0.0310404 | val_loss: 0.0312618 | Time: 1608.77 ms
[2022-01-12 00:06:06 main:574] : INFO : Epoch 1830 | loss: 0.0310407 | val_loss: 0.0312652 | Time: 1615.58 ms
[2022-01-12 00:06:08 main:574] : INFO : Epoch 1831 | loss: 0.0310446 | val_loss: 0.0312332 | Time: 1560.07 ms
[2022-01-12 00:06:10 main:574] : INFO : Epoch 1832 | loss: 0.0310471 | val_loss: 0.0312577 | Time: 1595.93 ms
[2022-01-12 00:06:11 main:574] : INFO : Epoch 1833 | loss: 0.0310614 | val_loss: 0.0312296 | Time: 1570.86 ms
[2022-01-12 00:06:13 main:574] : INFO : Epoch 1834 | loss: 0.0310774 | val_loss: 0.0312369 | Time: 1591.68 ms
[2022-01-12 00:06:14 main:574] : INFO : Epoch 1835 | loss: 0.0310542 | val_loss: 0.0312539 | Time: 1537.18 ms
[2022-01-12 00:06:16 main:574] : INFO : Epoch 1836 | loss: 0.0310461 | val_loss: 0.0312478 | Time: 1549.7 ms
[2022-01-12 00:06:17 main:574] : INFO : Epoch 1837 | loss: 0.0310427 | val_loss: 0.0312573 | Time: 1571.68 ms
[2022-01-12 00:06:19 main:574] : INFO : Epoch 1838 | loss: 0.0310381 | val_loss: 0.0312696 | Time: 1611.44 ms
[2022-01-12 00:06:21 main:574] : INFO : Epoch 1839 | loss: 0.0310347 | val_loss: 0.0312558 | Time: 1607.63 ms
[2022-01-12 00:06:22 main:574] : INFO : Epoch 1840 | loss: 0.0310377 | val_loss: 0.0312471 | Time: 1613.68 ms
[2022-01-12 00:06:24 main:574] : INFO : Epoch 1841 | loss: 0.0310397 | val_loss: 0.0312545 | Time: 1593.28 ms
[2022-01-12 00:06:25 main:574] : INFO : Epoch 1842 | loss: 0.031041 | val_loss: 0.0312473 | Time: 1575.45 ms
[2022-01-12 00:06:27 main:574] : INFO : Epoch 1843 | loss: 0.0310497 | val_loss: 0.0312508 | Time: 1565.01 ms
[2022-01-12 00:06:28 main:574] : INFO : Epoch 1844 | loss: 0.0310472 | val_loss: 0.0312635 | Time: 1553.26 ms
[2022-01-12 00:06:30 main:574] : INFO : Epoch 1845 | loss: 0.0310465 | val_loss: 0.0312447 | Time: 1534.76 ms
[2022-01-12 00:06:32 main:574] : INFO : Epoch 1846 | loss: 0.0310453 | val_loss: 0.0312592 | Time: 1626.23 ms
[2022-01-12 00:06:33 main:574] : INFO : Epoch 1847 | loss: 0.0310426 | val_loss: 0.0312291 | Time: 1576.76 ms
[2022-01-12 00:06:35 main:574] : INFO : Epoch 1848 | loss: 0.0310592 | val_loss: 0.0312457 | Time: 1513.5 ms
[2022-01-12 00:06:36 main:574] : INFO : Epoch 1849 | loss: 0.0310524 | val_loss: 0.0312405 | Time: 1608.72 ms
[2022-01-12 00:06:38 main:574] : INFO : Epoch 1850 | loss: 0.0310397 | val_loss: 0.0312536 | Time: 1609.81 ms
[2022-01-12 00:06:39 main:574] : INFO : Epoch 1851 | loss: 0.0310471 | val_loss: 0.0312551 | Time: 1532.96 ms
[2022-01-12 00:06:41 main:574] : INFO : Epoch 1852 | loss: 0.031045 | val_loss: 0.0312603 | Time: 1581.55 ms
[2022-01-12 00:06:43 main:574] : INFO : Epoch 1853 | loss: 0.0310418 | val_loss: 0.0312603 | Time: 1571.62 ms
[2022-01-12 00:06:44 main:574] : INFO : Epoch 1854 | loss: 0.0310399 | val_loss: 0.0312643 | Time: 1582.73 ms
[2022-01-12 00:06:46 main:574] : INFO : Epoch 1855 | loss: 0.0310416 | val_loss: 0.0312514 | Time: 1615.44 ms
[2022-01-12 00:06:47 main:574] : INFO : Epoch 1856 | loss: 0.0310406 | val_loss: 0.0312603 | Time: 1596.02 ms
[2022-01-12 00:06:49 main:574] : INFO : Epoch 1857 | loss: 0.0310414 | val_loss: 0.031238 | Time: 1577.73 ms
[2022-01-12 00:06:51 main:574] : INFO : Epoch 1858 | loss: 0.0310424 | val_loss: 0.0312757 | Time: 1556.2 ms
[2022-01-12 00:06:52 main:574] : INFO : Epoch 1859 | loss: 0.0310442 | val_loss: 0.0312699 | Time: 1591.93 ms
[2022-01-12 00:06:54 main:574] : INFO : Epoch 1860 | loss: 0.0310483 | val_loss: 0.0312602 | Time: 1567.49 ms
[2022-01-12 00:06:55 main:574] : INFO : Epoch 1861 | loss: 0.0310516 | val_loss: 0.0312469 | Time: 1571.36 ms
[2022-01-12 00:06:57 main:574] : INFO : Epoch 1862 | loss: 0.0310468 | val_loss: 0.0312608 | Time: 1587.27 ms
[2022-01-12 00:06:59 main:574] : INFO : Epoch 1863 | loss: 0.0310424 | val_loss: 0.0312412 | Time: 1594.65 ms
[2022-01-12 00:07:00 main:574] : INFO : Epoch 1864 | loss: 0.0310435 | val_loss: 0.0312536 | Time: 1526.3 ms
[2022-01-12 00:07:02 main:574] : INFO : Epoch 1865 | loss: 0.0310351 | val_loss: 0.0312626 | Time: 1570.44 ms
[2022-01-12 00:07:03 main:574] : INFO : Epoch 1866 | loss: 0.0310351 | val_loss: 0.0312728 | Time: 1586.97 ms
[2022-01-12 00:07:05 main:574] : INFO : Epoch 1867 | loss: 0.0310363 | val_loss: 0.0312676 | Time: 1632.44 ms
[2022-01-12 00:07:06 main:574] : INFO : Epoch 1868 | loss: 0.031049 | val_loss: 0.0312566 | Time: 1574.52 ms
[2022-01-12 00:07:08 main:574] : INFO : Epoch 1869 | loss: 0.0310381 | val_loss: 0.0312535 | Time: 1524.8 ms
[2022-01-12 00:07:09 main:574] : INFO : Epoch 1870 | loss: 0.0310348 | val_loss: 0.0312645 | Time: 1490.68 ms
[2022-01-12 00:07:11 main:574] : INFO : Epoch 1871 | loss: 0.0310351 | val_loss: 0.0312562 | Time: 1541.03 ms
[2022-01-12 00:07:13 main:574] : INFO : Epoch 1872 | loss: 0.0310309 | val_loss: 0.0312381 | Time: 1518.71 ms
[2022-01-12 00:07:14 main:574] : INFO : Epoch 1873 | loss: 0.0310446 | val_loss: 0.0312507 | Time: 1522.41 ms
[2022-01-12 00:07:16 main:574] : INFO : Epoch 1874 | loss: 0.0310419 | val_loss: 0.0312696 | Time: 1534.93 ms
[2022-01-12 00:07:17 main:574] : INFO : Epoch 1875 | loss: 0.0310459 | val_loss: 0.03125 | Time: 1501.91 ms
[2022-01-12 00:07:19 main:574] : INFO : Epoch 1876 | loss: 0.0310441 | val_loss: 0.0312487 | Time: 1509.64 ms
[2022-01-12 00:07:20 main:574] : INFO : Epoch 1877 | loss: 0.0310419 | val_loss: 0.0312619 | Time: 1565.71 ms
[2022-01-12 00:07:22 main:574] : INFO : Epoch 1878 | loss: 0.031043 | val_loss: 0.0312578 | Time: 1555.71 ms
[2022-01-12 00:07:23 main:574] : INFO : Epoch 1879 | loss: 0.0310401 | val_loss: 0.0312514 | Time: 1584.13 ms
[2022-01-12 00:07:25 main:574] : INFO : Epoch 1880 | loss: 0.0310404 | val_loss: 0.031253 | Time: 1582.37 ms
[2022-01-12 00:07:27 main:574] : INFO : Epoch 1881 | loss: 0.0310434 | val_loss: 0.0312519 | Time: 1652.21 ms
[2022-01-12 00:07:28 main:574] : INFO : Epoch 1882 | loss: 0.0310426 | val_loss: 0.0312365 | Time: 1535.69 ms
[2022-01-12 00:07:30 main:574] : INFO : Epoch 1883 | loss: 0.031049 | val_loss: 0.0312629 | Time: 1566.9 ms
[2022-01-12 00:07:31 main:574] : INFO : Epoch 1884 | loss: 0.0310501 | val_loss: 0.0312554 | Time: 1533.92 ms
[2022-01-12 00:07:33 main:574] : INFO : Epoch 1885 | loss: 0.0310504 | val_loss: 0.0312525 | Time: 1605.42 ms
[2022-01-12 00:07:34 main:574] : INFO : Epoch 1886 | loss: 0.0310444 | val_loss: 0.0312488 | Time: 1606.24 ms
[2022-01-12 00:07:36 main:574] : INFO : Epoch 1887 | loss: 0.0310388 | val_loss: 0.0312579 | Time: 1555.09 ms
[2022-01-12 00:07:38 main:574] : INFO : Epoch 1888 | loss: 0.0310325 | val_loss: 0.0312493 | Time: 1610.86 ms
[2022-01-12 00:07:39 main:574] : INFO : Epoch 1889 | loss: 0.0310635 | val_loss: 0.0312147 | Time: 1633.4 ms
[2022-01-12 00:07:41 main:574] : INFO : Epoch 1890 | loss: 0.0310932 | val_loss: 0.0312321 | Time: 1587.9 ms
[2022-01-12 00:07:42 main:574] : INFO : Epoch 1891 | loss: 0.0310633 | val_loss: 0.0312595 | Time: 1554.94 ms
[2022-01-12 00:07:44 main:574] : INFO : Epoch 1892 | loss: 0.0310466 | val_loss: 0.0312588 | Time: 1543.98 ms
[2022-01-12 00:07:46 main:574] : INFO : Epoch 1893 | loss: 0.0310436 | val_loss: 0.0312635 | Time: 1619.58 ms
[2022-01-12 00:07:47 main:574] : INFO : Epoch 1894 | loss: 0.0310511 | val_loss: 0.0312517 | Time: 1554.7 ms
[2022-01-12 00:07:49 main:574] : INFO : Epoch 1895 | loss: 0.0310471 | val_loss: 0.0312564 | Time: 1614.67 ms
[2022-01-12 00:07:50 main:574] : INFO : Epoch 1896 | loss: 0.0310404 | val_loss: 0.0312618 | Time: 1539.63 ms
[2022-01-12 00:07:52 main:574] : INFO : Epoch 1897 | loss: 0.0310414 | val_loss: 0.0312732 | Time: 1565.28 ms
[2022-01-12 00:07:53 main:574] : INFO : Epoch 1898 | loss: 0.0310394 | val_loss: 0.0312508 | Time: 1547.79 ms
[2022-01-12 00:07:55 main:574] : INFO : Epoch 1899 | loss: 0.0310435 | val_loss: 0.0312535 | Time: 1551.84 ms
[2022-01-12 00:07:56 main:574] : INFO : Epoch 1900 | loss: 0.0310412 | val_loss: 0.0312329 | Time: 1572.56 ms
[2022-01-12 00:07:58 main:574] : INFO : Epoch 1901 | loss: 0.0310472 | val_loss: 0.0312824 | Time: 1601.99 ms
[2022-01-12 00:08:00 main:574] : INFO : Epoch 1902 | loss: 0.0310402 | val_loss: 0.03126 | Time: 1613.97 ms
[2022-01-12 00:08:01 main:574] : INFO : Epoch 1903 | loss: 0.0310433 | val_loss: 0.0312566 | Time: 1543.64 ms
[2022-01-12 00:08:03 main:574] : INFO : Epoch 1904 | loss: 0.031044 | val_loss: 0.0312597 | Time: 1558.65 ms
[2022-01-12 00:08:04 main:574] : INFO : Epoch 1905 | loss: 0.0310459 | val_loss: 0.0312613 | Time: 1570.07 ms
[2022-01-12 00:08:06 main:574] : INFO : Epoch 1906 | loss: 0.0310411 | val_loss: 0.0312638 | Time: 1500.12 ms
[2022-01-12 00:08:07 main:574] : INFO : Epoch 1907 | loss: 0.0310359 | val_loss: 0.0312768 | Time: 1558.37 ms
[2022-01-12 00:08:09 main:574] : INFO : Epoch 1908 | loss: 0.0310451 | val_loss: 0.0312571 | Time: 1580.61 ms
[2022-01-12 00:08:11 main:574] : INFO : Epoch 1909 | loss: 0.0310361 | val_loss: 0.0312546 | Time: 1566.41 ms
[2022-01-12 00:08:12 main:574] : INFO : Epoch 1910 | loss: 0.0310352 | val_loss: 0.0312665 | Time: 1604.64 ms
[2022-01-12 00:08:14 main:574] : INFO : Epoch 1911 | loss: 0.0310362 | val_loss: 0.0312598 | Time: 1595.16 ms
[2022-01-12 00:08:15 main:574] : INFO : Epoch 1912 | loss: 0.0310448 | val_loss: 0.0312491 | Time: 1560.16 ms
[2022-01-12 00:08:17 main:574] : INFO : Epoch 1913 | loss: 0.0310408 | val_loss: 0.031257 | Time: 1523.26 ms
[2022-01-12 00:08:18 main:574] : INFO : Epoch 1914 | loss: 0.0310375 | val_loss: 0.0312671 | Time: 1501.9 ms
[2022-01-12 00:08:20 main:574] : INFO : Epoch 1915 | loss: 0.0310316 | val_loss: 0.0312607 | Time: 1527.02 ms
[2022-01-12 00:08:21 main:574] : INFO : Epoch 1916 | loss: 0.0310376 | val_loss: 0.0312555 | Time: 1562.67 ms
[2022-01-12 00:08:23 main:574] : INFO : Epoch 1917 | loss: 0.0310451 | val_loss: 0.0312652 | Time: 1547.51 ms
[2022-01-12 00:08:25 main:574] : INFO : Epoch 1918 | loss: 0.0310396 | val_loss: 0.0312531 | Time: 1538.94 ms
[2022-01-12 00:08:26 main:574] : INFO : Epoch 1919 | loss: 0.0310415 | val_loss: 0.0312529 | Time: 1550.34 ms
[2022-01-12 00:08:28 main:574] : INFO : Epoch 1920 | loss: 0.0310403 | val_loss: 0.0312678 | Time: 1584.97 ms
[2022-01-12 00:08:29 main:574] : INFO : Epoch 1921 | loss: 0.0310364 | val_loss: 0.0312851 | Time: 1558.65 ms
[2022-01-12 00:08:31 main:574] : INFO : Epoch 1922 | loss: 0.0310345 | val_loss: 0.0312576 | Time: 1571.95 ms
[2022-01-12 00:08:32 main:574] : INFO : Epoch 1923 | loss: 0.0310369 | val_loss: 0.031253 | Time: 1586.71 ms
[2022-01-12 00:08:34 main:574] : INFO : Epoch 1924 | loss: 0.031039 | val_loss: 0.0312529 | Time: 1552.02 ms
[2022-01-12 00:08:36 main:574] : INFO : Epoch 1925 | loss: 0.031037 | val_loss: 0.0312633 | Time: 1600.51 ms
[2022-01-12 00:08:37 main:574] : INFO : Epoch 1926 | loss: 0.0310427 | val_loss: 0.0312786 | Time: 1550 ms
[2022-01-12 00:08:39 main:574] : INFO : Epoch 1927 | loss: 0.0310431 | val_loss: 0.0312439 | Time: 1541.56 ms
[2022-01-12 00:08:40 main:574] : INFO : Epoch 1928 | loss: 0.031038 | val_loss: 0.0312582 | Time: 1607.21 ms
[2022-01-12 00:08:42 main:574] : INFO : Epoch 1929 | loss: 0.0310301 | val_loss: 0.0312579 | Time: 1567.02 ms
[2022-01-12 00:08:43 main:574] : INFO : Epoch 1930 | loss: 0.031038 | val_loss: 0.0312846 | Time: 1610.08 ms
[2022-01-12 00:08:45 main:574] : INFO : Epoch 1931 | loss: 0.0310396 | val_loss: 0.0312508 | Time: 1577.31 ms
[2022-01-12 00:08:47 main:574] : INFO : Epoch 1932 | loss: 0.0310418 | val_loss: 0.0312568 | Time: 1634.91 ms
[2022-01-12 00:08:48 main:574] : INFO : Epoch 1933 | loss: 0.0310501 | val_loss: 0.0312415 | Time: 1629.7 ms
[2022-01-12 00:08:50 main:574] : INFO : Epoch 1934 | loss: 0.031049 | val_loss: 0.0312627 | Time: 1579.44 ms
[2022-01-12 00:08:52 main:574] : INFO : Epoch 1935 | loss: 0.0310377 | val_loss: 0.0312705 | Time: 1597.05 ms
[2022-01-12 00:08:53 main:574] : INFO : Epoch 1936 | loss: 0.0310441 | val_loss: 0.0312546 | Time: 1568.58 ms
[2022-01-12 00:08:55 main:574] : INFO : Epoch 1937 | loss: 0.031044 | val_loss: 0.0312369 | Time: 1562.77 ms
[2022-01-12 00:08:56 main:574] : INFO : Epoch 1938 | loss: 0.0310578 | val_loss: 0.0312428 | Time: 1587.91 ms
[2022-01-12 00:08:58 main:574] : INFO : Epoch 1939 | loss: 0.0310464 | val_loss: 0.0312704 | Time: 1528.22 ms
[2022-01-12 00:08:59 main:574] : INFO : Epoch 1940 | loss: 0.0310427 | val_loss: 0.0312646 | Time: 1606.45 ms
[2022-01-12 00:09:01 main:574] : INFO : Epoch 1941 | loss: 0.0310473 | val_loss: 0.0312536 | Time: 1573.9 ms
[2022-01-12 00:09:03 main:574] : INFO : Epoch 1942 | loss: 0.0310472 | val_loss: 0.0312453 | Time: 1603.23 ms
[2022-01-12 00:09:04 main:574] : INFO : Epoch 1943 | loss: 0.0310414 | val_loss: 0.0312451 | Time: 1547.26 ms
[2022-01-12 00:09:06 main:574] : INFO : Epoch 1944 | loss: 0.0310411 | val_loss: 0.0312616 | Time: 1562.73 ms
[2022-01-12 00:09:07 main:574] : INFO : Epoch 1945 | loss: 0.0310418 | val_loss: 0.0312449 | Time: 1601.95 ms
[2022-01-12 00:09:09 main:574] : INFO : Epoch 1946 | loss: 0.0310391 | val_loss: 0.0312406 | Time: 1622.53 ms
[2022-01-12 00:09:11 main:574] : INFO : Epoch 1947 | loss: 0.0310371 | val_loss: 0.0312508 | Time: 1590.72 ms
[2022-01-12 00:09:12 main:574] : INFO : Epoch 1948 | loss: 0.0310345 | val_loss: 0.0312629 | Time: 1606.82 ms
[2022-01-12 00:09:14 main:574] : INFO : Epoch 1949 | loss: 0.0310346 | val_loss: 0.0312702 | Time: 1548.07 ms
[2022-01-12 00:09:15 main:574] : INFO : Epoch 1950 | loss: 0.031034 | val_loss: 0.0312658 | Time: 1582.29 ms
[2022-01-12 00:09:17 main:574] : INFO : Epoch 1951 | loss: 0.0310374 | val_loss: 0.03125 | Time: 1565.01 ms
[2022-01-12 00:09:18 main:574] : INFO : Epoch 1952 | loss: 0.0310399 | val_loss: 0.0312502 | Time: 1572.01 ms
[2022-01-12 00:09:20 main:574] : INFO : Epoch 1953 | loss: 0.0310425 | val_loss: 0.0312554 | Time: 1545.28 ms
[2022-01-12 00:09:22 main:574] : INFO : Epoch 1954 | loss: 0.0310391 | val_loss: 0.0312688 | Time: 1579.98 ms
[2022-01-12 00:09:23 main:574] : INFO : Epoch 1955 | loss: 0.031042 | val_loss: 0.0312578 | Time: 1569.12 ms
[2022-01-12 00:09:25 main:574] : INFO : Epoch 1956 | loss: 0.0310397 | val_loss: 0.0312486 | Time: 1542.38 ms
[2022-01-12 00:09:26 main:574] : INFO : Epoch 1957 | loss: 0.0310343 | val_loss: 0.0312503 | Time: 1561.23 ms
[2022-01-12 00:09:28 main:574] : INFO : Epoch 1958 | loss: 0.0310351 | val_loss: 0.0312659 | Time: 1591.53 ms
[2022-01-12 00:09:29 main:574] : INFO : Epoch 1959 | loss: 0.0310374 | val_loss: 0.0312612 | Time: 1572.78 ms
[2022-01-12 00:09:31 main:574] : INFO : Epoch 1960 | loss: 0.0310393 | val_loss: 0.0312544 | Time: 1554.31 ms
[2022-01-12 00:09:33 main:574] : INFO : Epoch 1961 | loss: 0.031038 | val_loss: 0.0312496 | Time: 1572.38 ms
[2022-01-12 00:09:34 main:574] : INFO : Epoch 1962 | loss: 0.0310403 | val_loss: 0.0312778 | Time: 1569.7 ms
[2022-01-12 00:09:36 main:574] : INFO : Epoch 1963 | loss: 0.0311676 | val_loss: 0.0313241 | Time: 1592.46 ms
[2022-01-12 00:09:37 main:574] : INFO : Epoch 1964 | loss: 0.0330525 | val_loss: 0.0319363 | Time: 1590.28 ms
[2022-01-12 00:09:39 main:574] : INFO : Epoch 1965 | loss: 0.0315696 | val_loss: 0.0313479 | Time: 1559.69 ms
[2022-01-12 00:09:40 main:574] : INFO : Epoch 1966 | loss: 0.0313001 | val_loss: 0.031268 | Time: 1613.47 ms
[2022-01-12 00:09:42 main:574] : INFO : Epoch 1967 | loss: 0.0312594 | val_loss: 0.0312545 | Time: 1604.21 ms
[2022-01-12 00:09:44 main:574] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 1614.67 ms
[2022-01-12 00:09:45 main:574] : INFO : Epoch 1969 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1557.56 ms
[2022-01-12 00:09:47 main:574] : INFO : Epoch 1970 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1556.36 ms
[2022-01-12 00:09:48 main:574] : INFO : Epoch 1971 | loss: 0.0312447 | val_loss: 0.031243 | Time: 1557.79 ms
[2022-01-12 00:09:50 main:574] : INFO : Epoch 1972 | loss: 0.0312431 | val_loss: 0.0312409 | Time: 1543.82 ms
[2022-01-12 00:09:51 main:574] : INFO : Epoch 1973 | loss: 0.0312407 | val_loss: 0.0312399 | Time: 1534.18 ms
[2022-01-12 00:09:53 main:574] : INFO : Epoch 1974 | loss: 0.0312397 | val_loss: 0.0312376 | Time: 1569.32 ms
[2022-01-12 00:09:55 main:574] : INFO : Epoch 1975 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 1550.21 ms
[2022-01-12 00:09:56 main:574] : INFO : Epoch 1976 | loss: 0.0312335 | val_loss: 0.0312393 | Time: 1572.2 ms
[2022-01-12 00:09:58 main:574] : INFO : Epoch 1977 | loss: 0.0312309 | val_loss: 0.0312326 | Time: 1586.39 ms
[2022-01-12 00:09:59 main:574] : INFO : Epoch 1978 | loss: 0.0312289 | val_loss: 0.0312332 | Time: 1549.74 ms
[2022-01-12 00:10:01 main:574] : INFO : Epoch 1979 | loss: 0.0312263 | val_loss: 0.031227 | Time: 1587.06 ms
[2022-01-12 00:10:02 main:574] : INFO : Epoch 1980 | loss: 0.0312299 | val_loss: 0.0312365 | Time: 1586.4 ms
[2022-01-12 00:10:04 main:574] : INFO : Epoch 1981 | loss: 0.0312296 | val_loss: 0.0312265 | Time: 1546.91 ms
[2022-01-12 00:10:06 main:574] : INFO : Epoch 1982 | loss: 0.0312219 | val_loss: 0.0312317 | Time: 1560.3 ms
[2022-01-12 00:10:07 main:574] : INFO : Epoch 1983 | loss: 0.0312206 | val_loss: 0.03122 | Time: 1606.39 ms
[2022-01-12 00:10:09 main:574] : INFO : Epoch 1984 | loss: 0.0312188 | val_loss: 0.0312163 | Time: 1638.18 ms
[2022-01-12 00:10:10 main:574] : INFO : Epoch 1985 | loss: 0.031219 | val_loss: 0.0312293 | Time: 1582.09 ms
[2022-01-12 00:10:12 main:574] : INFO : Epoch 1986 | loss: 0.0312158 | val_loss: 0.031223 | Time: 1533.02 ms
[2022-01-12 00:10:14 main:574] : INFO : Epoch 1987 | loss: 0.0312145 | val_loss: 0.0312115 | Time: 1627.19 ms
[2022-01-12 00:10:15 main:574] : INFO : Epoch 1988 | loss: 0.0312074 | val_loss: 0.0312185 | Time: 1591.13 ms
[2022-01-12 00:10:17 main:574] : INFO : Epoch 1989 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 1615.92 ms
[2022-01-12 00:10:18 main:574] : INFO : Epoch 1990 | loss: 0.031209 | val_loss: 0.0312122 | Time: 1597.48 ms
[2022-01-12 00:10:20 main:574] : INFO : Epoch 1991 | loss: 0.0312016 | val_loss: 0.0312048 | Time: 1587.49 ms
[2022-01-12 00:10:22 main:574] : INFO : Epoch 1992 | loss: 0.0311993 | val_loss: 0.031204 | Time: 1592 ms
[2022-01-12 00:10:23 main:574] : INFO : Epoch 1993 | loss: 0.0311985 | val_loss: 0.031203 | Time: 1537.47 ms
[2022-01-12 00:10:25 main:574] : INFO : Epoch 1994 | loss: 0.0311989 | val_loss: 0.0312105 | Time: 1542.27 ms
[2022-01-12 00:10:26 main:574] : INFO : Epoch 1995 | loss: 0.0311993 | val_loss: 0.0311998 | Time: 1549.03 ms
[2022-01-12 00:10:28 main:574] : INFO : Epoch 1996 | loss: 0.0311933 | val_loss: 0.0312076 | Time: 1588.72 ms
[2022-01-12 00:10:29 main:574] : INFO : Epoch 1997 | loss: 0.0311945 | val_loss: 0.0311984 | Time: 1607.4 ms
[2022-01-12 00:10:31 main:574] : INFO : Epoch 1998 | loss: 0.0311919 | val_loss: 0.0312006 | Time: 1613.09 ms
[2022-01-12 00:10:33 main:574] : INFO : Epoch 1999 | loss: 0.0311921 | val_loss: 0.031199 | Time: 1598.49 ms
[2022-01-12 00:10:34 main:574] : INFO : Epoch 2000 | loss: 0.0311943 | val_loss: 0.0312074 | Time: 1609.65 ms
[2022-01-12 00:10:36 main:574] : INFO : Epoch 2001 | loss: 0.031192 | val_loss: 0.0311985 | Time: 1569.47 ms
[2022-01-12 00:10:37 main:574] : INFO : Epoch 2002 | loss: 0.0311887 | val_loss: 0.0311964 | Time: 1609.07 ms
[2022-01-12 00:10:39 main:574] : INFO : Epoch 2003 | loss: 0.0311864 | val_loss: 0.0311966 | Time: 1534.64 ms
[2022-01-12 00:10:41 main:574] : INFO : Epoch 2004 | loss: 0.031185 | val_loss: 0.0311926 | Time: 1599.18 ms
[2022-01-12 00:10:42 main:574] : INFO : Epoch 2005 | loss: 0.0311852 | val_loss: 0.0311945 | Time: 1576 ms
[2022-01-12 00:10:44 main:574] : INFO : Epoch 2006 | loss: 0.0311845 | val_loss: 0.0311931 | Time: 1563.29 ms
[2022-01-12 00:10:45 main:574] : INFO : Epoch 2007 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 1567.31 ms
[2022-01-12 00:10:47 main:574] : INFO : Epoch 2008 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 1618.22 ms
[2022-01-12 00:10:48 main:574] : INFO : Epoch 2009 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 1573.36 ms
[2022-01-12 00:10:50 main:574] : INFO : Epoch 2010 | loss: 0.0311889 | val_loss: 0.0311956 | Time: 1574.67 ms
[2022-01-12 00:10:52 main:574] : INFO : Epoch 2011 | loss: 0.0311856 | val_loss: 0.0312024 | Time: 1593.92 ms
[2022-01-12 00:10:53 main:574] : INFO : Epoch 2012 | loss: 0.0311841 | val_loss: 0.0311908 | Time: 1558.43 ms
[2022-01-12 00:10:55 main:574] : INFO : Epoch 2013 | loss: 0.031184 | val_loss: 0.031194 | Time: 1553.74 ms
[2022-01-12 00:10:56 main:574] : INFO : Epoch 2014 | loss: 0.0311816 | val_loss: 0.0311893 | Time: 1558.92 ms
[2022-01-12 00:10:58 main:574] : INFO : Epoch 2015 | loss: 0.0311798 | val_loss: 0.031191 | Time: 1554.72 ms
[2022-01-12 00:10:59 main:574] : INFO : Epoch 2016 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 1512.91 ms
[2022-01-12 00:11:01 main:574] : INFO : Epoch 2017 | loss: 0.0311832 | val_loss: 0.0311897 | Time: 1621.76 ms
[2022-01-12 00:11:03 main:574] : INFO : Epoch 2018 | loss: 0.031179 | val_loss: 0.0311884 | Time: 1545.15 ms
[2022-01-12 00:11:04 main:574] : INFO : Epoch 2019 | loss: 0.031178 | val_loss: 0.0311908 | Time: 1594.31 ms
[2022-01-12 00:11:06 main:574] : INFO : Epoch 2020 | loss: 0.0311776 | val_loss: 0.0311884 | Time: 1520.82 ms
[2022-01-12 00:11:07 main:574] : INFO : Epoch 2021 | loss: 0.0311785 | val_loss: 0.0311942 | Time: 1535.03 ms
[2022-01-12 00:11:09 main:574] : INFO : Epoch 2022 | loss: 0.031185 | val_loss: 0.0312004 | Time: 1498.19 ms
[2022-01-12 00:11:10 main:574] : INFO : Epoch 2023 | loss: 0.0311818 | val_loss: 0.0311873 | Time: 1519.09 ms
[2022-01-12 00:11:12 main:574] : INFO : Epoch 2024 | loss: 0.0311762 | val_loss: 0.0311956 | Time: 1543.18 ms
[2022-01-12 00:11:13 main:574] : INFO : Epoch 2025 | loss: 0.0311778 | val_loss: 0.0311864 | Time: 1549.49 ms
[2022-01-12 00:11:15 main:574] : INFO : Epoch 2026 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 1518.38 ms
[2022-01-12 00:11:16 main:574] : INFO : Epoch 2027 | loss: 0.0311758 | val_loss: 0.0311906 | Time: 1601.19 ms
[2022-01-12 00:11:18 main:574] : INFO : Epoch 2028 | loss: 0.031174 | val_loss: 0.0311867 | Time: 1506.97 ms
[2022-01-12 00:11:20 main:574] : INFO : Epoch 2029 | loss: 0.0311746 | val_loss: 0.0311872 | Time: 1560.84 ms
[2022-01-12 00:11:21 main:574] : INFO : Epoch 2030 | loss: 0.0311741 | val_loss: 0.0311863 | Time: 1608.97 ms
[2022-01-12 00:11:23 main:574] : INFO : Epoch 2031 | loss: 0.0311728 | val_loss: 0.0311869 | Time: 1570.3 ms
[2022-01-12 00:11:24 main:574] : INFO : Epoch 2032 | loss: 0.0311733 | val_loss: 0.0311869 | Time: 1546.55 ms
[2022-01-12 00:11:26 main:574] : INFO : Epoch 2033 | loss: 0.0311719 | val_loss: 0.0311863 | Time: 1529.29 ms
[2022-01-12 00:11:27 main:574] : INFO : Epoch 2034 | loss: 0.0311734 | val_loss: 0.0311911 | Time: 1587.82 ms
[2022-01-12 00:11:29 main:574] : INFO : Epoch 2035 | loss: 0.0311731 | val_loss: 0.0311916 | Time: 1550.36 ms
[2022-01-12 00:11:30 main:574] : INFO : Epoch 2036 | loss: 0.0311708 | val_loss: 0.0311868 | Time: 1507.51 ms
[2022-01-12 00:11:32 main:574] : INFO : Epoch 2037 | loss: 0.0311715 | val_loss: 0.0311869 | Time: 1564.36 ms
[2022-01-12 00:11:34 main:574] : INFO : Epoch 2038 | loss: 0.0311755 | val_loss: 0.0311972 | Time: 1607.47 ms
[2022-01-12 00:11:35 main:574] : INFO : Epoch 2039 | loss: 0.0311755 | val_loss: 0.0311858 | Time: 1628 ms
[2022-01-12 00:11:37 main:574] : INFO : Epoch 2040 | loss: 0.0311737 | val_loss: 0.0311868 | Time: 1616.04 ms
[2022-01-12 00:11:38 main:574] : INFO : Epoch 2041 | loss: 0.0311697 | val_loss: 0.0311874 | Time: 1580.49 ms
[2022-01-12 00:11:40 main:574] : INFO : Epoch 2042 | loss: 0.03117 | val_loss: 0.0311884 | Time: 1530.88 ms
[2022-01-12 00:11:42 main:574] : INFO : Epoch 2043 | loss: 0.0311691 | val_loss: 0.031188 | Time: 1554.83 ms
[2022-01-12 00:11:43 main:574] : INFO : Epoch 2044 | loss: 0.0311679 | val_loss: 0.0311865 | Time: 1594.98 ms
[2022-01-12 00:11:45 main:574] : INFO : Epoch 2045 | loss: 0.0311682 | val_loss: 0.031187 | Time: 1549.88 ms
[2022-01-12 00:11:46 main:574] : INFO : Epoch 2046 | loss: 0.0311709 | val_loss: 0.0311909 | Time: 1534.74 ms
[2022-01-12 00:11:48 main:574] : INFO : Epoch 2047 | loss: 0.0311707 | val_loss: 0.0311894 | Time: 1521.07 ms
[2022-01-12 00:11:49 main:574] : INFO : Epoch 2048 | loss: 0.0311681 | val_loss: 0.0311899 | Time: 1631.94 ms
[2022-01-12 00:11:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311899
[2022-01-12 00:11:49 main:603] : INFO : Saving end state to config to file
[2022-01-12 00:11:49 main:608] : INFO : Success, exiting..
00:11:49 (5200): 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)