Task 10834570
| Name | ParityModified-1639952024-19839-2-0_0 |
| Workunit | 8143344 |
| Created | 17 Jan 2022, 1:18:07 UTC |
| Sent | 4 Feb 2022, 12:29:14 UTC |
| Report deadline | 12 Feb 2022, 12:29:14 UTC |
| Received | 4 Feb 2022, 16:18:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 14 min 16 sec |
| CPU time | 1 hours 12 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311419 | val_loss: 0.0311685 | Time: 2217.32 ms [2022-02-04 06:56:48 main:574] : INFO : Epoch 1543 | loss: 0.0311407 | val_loss: 0.0311669 | Time: 2242.49 ms [2022-02-04 06:56:51 main:574] : INFO : Epoch 1544 | loss: 0.0311459 | val_loss: 0.0311752 | Time: 2215.77 ms [2022-02-04 06:56:53 main:574] : INFO : Epoch 1545 | loss: 0.0311614 | val_loss: 0.031171 | Time: 2215.39 ms [2022-02-04 06:56:55 main:574] : INFO : Epoch 1546 | loss: 0.0311635 | val_loss: 0.0311677 | Time: 2187.15 ms [2022-02-04 06:56:57 main:574] : INFO : Epoch 1547 | loss: 0.0311612 | val_loss: 0.03117 | Time: 2214.28 ms [2022-02-04 06:56:59 main:574] : INFO : Epoch 1548 | loss: 0.0311596 | val_loss: 0.0311666 | Time: 2194.22 ms [2022-02-04 06:57:02 main:574] : INFO : Epoch 1549 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 2206.48 ms [2022-02-04 06:57:04 main:574] : INFO : Epoch 1550 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 2211.92 ms [2022-02-04 06:57:06 main:574] : INFO : Epoch 1551 | loss: 0.0311502 | val_loss: 0.0311662 | Time: 2208.5 ms [2022-02-04 06:57:08 main:574] : INFO : Epoch 1552 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 2152.72 ms [2022-02-04 06:57:10 main:574] : INFO : Epoch 1553 | loss: 0.0311494 | val_loss: 0.0311656 | Time: 2230.48 ms [2022-02-04 06:57:13 main:574] : INFO : Epoch 1554 | loss: 0.0311477 | val_loss: 0.0311659 | Time: 2222.58 ms [2022-02-04 06:57:15 main:574] : INFO : Epoch 1555 | loss: 0.0311465 | val_loss: 0.0311677 | Time: 2206.12 ms [2022-02-04 06:57:17 main:574] : INFO : Epoch 1556 | loss: 0.0311471 | val_loss: 0.0311656 | Time: 2184.31 ms [2022-02-04 06:57:19 main:574] : INFO : Epoch 1557 | loss: 0.0311477 | val_loss: 0.0311659 | Time: 2278 ms [2022-02-04 06:57:22 main:574] : INFO : Epoch 1558 | loss: 0.0311467 | val_loss: 0.0311658 | Time: 2193.44 ms [2022-02-04 06:57:24 main:574] : INFO : Epoch 1559 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 2182.66 ms [2022-02-04 06:57:26 main:574] : INFO : Epoch 1560 | loss: 0.0311463 | val_loss: 0.0311665 | Time: 2233.76 ms [2022-02-04 06:57:28 main:574] : INFO : Epoch 1561 | loss: 0.031145 | val_loss: 0.0311663 | Time: 2198.32 ms [2022-02-04 06:57:30 main:574] : INFO : Epoch 1562 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 2192.16 ms [2022-02-04 06:57:33 main:574] : INFO : Epoch 1563 | loss: 0.0311434 | val_loss: 0.0311642 | Time: 2241.86 ms [2022-02-04 06:57:35 main:574] : INFO : Epoch 1564 | loss: 0.031143 | val_loss: 0.0311654 | Time: 2166.45 ms [2022-02-04 06:57:37 main:574] : INFO : Epoch 1565 | loss: 0.0311421 | val_loss: 0.0311667 | Time: 2203.17 ms [2022-02-04 06:57:39 main:574] : INFO : Epoch 1566 | loss: 0.031143 | val_loss: 0.031166 | Time: 2214.82 ms [2022-02-04 06:57:42 main:574] : INFO : Epoch 1567 | loss: 0.0311463 | val_loss: 0.0311674 | Time: 2199.88 ms [2022-02-04 06:57:44 main:574] : INFO : Epoch 1568 | loss: 0.0311454 | val_loss: 0.031165 | Time: 2241.7 ms [2022-02-04 06:57:46 main:574] : INFO : Epoch 1569 | loss: 0.0311438 | val_loss: 0.0311676 | Time: 2189.23 ms [2022-02-04 06:57:48 main:574] : INFO : Epoch 1570 | loss: 0.0311449 | val_loss: 0.0311664 | Time: 2212.89 ms [2022-02-04 06:57:50 main:574] : INFO : Epoch 1571 | loss: 0.0311437 | val_loss: 0.0311656 | Time: 2191.74 ms [2022-02-04 06:57:53 main:574] : INFO : Epoch 1572 | loss: 0.0311419 | val_loss: 0.0311661 | Time: 2196.43 ms [2022-02-04 06:57:55 main:574] : INFO : Epoch 1573 | loss: 0.0311408 | val_loss: 0.0311631 | Time: 2196.88 ms [2022-02-04 06:57:57 main:574] : INFO : Epoch 1574 | loss: 0.0311393 | val_loss: 0.0311669 | Time: 2227.04 ms [2022-02-04 06:57:59 main:574] : INFO : Epoch 1575 | loss: 0.0311399 | val_loss: 0.0311705 | Time: 2195.61 ms [2022-02-04 06:58:02 main:574] : INFO : Epoch 1576 | loss: 0.0311383 | val_loss: 0.0311643 | Time: 2187.76 ms [2022-02-04 06:58:04 main:574] : INFO : Epoch 1577 | loss: 0.0311383 | val_loss: 0.0311661 | Time: 2167.57 ms [2022-02-04 06:58:06 main:574] : INFO : Epoch 1578 | loss: 0.0311387 | val_loss: 0.0311693 | Time: 2222.18 ms [2022-02-04 06:58:08 main:574] : INFO : Epoch 1579 | loss: 0.0311386 | val_loss: 0.0311674 | Time: 2174.39 ms [2022-02-04 06:58:10 main:574] : INFO : Epoch 1580 | loss: 0.0311388 | val_loss: 0.0311654 | Time: 2231.92 ms [2022-02-04 06:58:13 main:574] : INFO : Epoch 1581 | loss: 0.0311397 | val_loss: 0.0311663 | Time: 2249.21 ms [2022-02-04 06:58:15 main:574] : INFO : Epoch 1582 | loss: 0.0311414 | val_loss: 0.031164 | Time: 2224.67 ms [2022-02-04 06:58:17 main:574] : INFO : Epoch 1583 | loss: 0.0311422 | val_loss: 0.0311659 | Time: 2195.01 ms [2022-02-04 06:58:19 main:574] : INFO : Epoch 1584 | loss: 0.0311426 | val_loss: 0.0311671 | Time: 2208.19 ms [2022-02-04 06:58:22 main:574] : INFO : Epoch 1585 | loss: 0.0311445 | val_loss: 0.0311667 | Time: 2219.16 ms [2022-02-04 06:58:24 main:574] : INFO : Epoch 1586 | loss: 0.0311461 | val_loss: 0.0311764 | Time: 2228.83 ms [2022-02-04 06:58:26 main:574] : INFO : Epoch 1587 | loss: 0.0311425 | val_loss: 0.0311686 | Time: 2213.88 ms [2022-02-04 06:58:28 main:574] : INFO : Epoch 1588 | loss: 0.0311412 | val_loss: 0.0311684 | Time: 2171.86 ms [2022-02-04 06:58:31 main:574] : INFO : Epoch 1589 | loss: 0.0311424 | val_loss: 0.0311705 | Time: 2222.58 ms [2022-02-04 06:58:33 main:574] : INFO : Epoch 1590 | loss: 0.0311433 | val_loss: 0.0311713 | Time: 2135.33 ms [2022-02-04 06:58:35 main:574] : INFO : Epoch 1591 | loss: 0.0311429 | val_loss: 0.0311685 | Time: 2189.31 ms [2022-02-04 06:58:37 main:574] : INFO : Epoch 1592 | loss: 0.0311427 | val_loss: 0.031181 | Time: 2234.91 ms [2022-02-04 06:58:39 main:574] : INFO : Epoch 1593 | loss: 0.0311445 | val_loss: 0.0311652 | Time: 2215.13 ms [2022-02-04 06:58:42 main:574] : INFO : Epoch 1594 | loss: 0.0311403 | val_loss: 0.0311658 | Time: 2199.06 ms [2022-02-04 06:58:44 main:574] : INFO : Epoch 1595 | loss: 0.0311387 | val_loss: 0.0311676 | Time: 2179.27 ms [2022-02-04 06:58:46 main:574] : INFO : Epoch 1596 | loss: 0.0311388 | val_loss: 0.0311706 | Time: 2251.38 ms [2022-02-04 06:58:48 main:574] : INFO : Epoch 1597 | loss: 0.03114 | val_loss: 0.0311673 | Time: 2174.03 ms [2022-02-04 06:58:50 main:574] : INFO : Epoch 1598 | loss: 0.0311395 | val_loss: 0.0311677 | Time: 2224.86 ms [2022-02-04 06:58:53 main:574] : INFO : Epoch 1599 | loss: 0.0311406 | val_loss: 0.031168 | Time: 2179.58 ms [2022-02-04 06:58:55 main:574] : INFO : Epoch 1600 | loss: 0.0311405 | val_loss: 0.0311667 | Time: 2174.43 ms [2022-02-04 06:58:57 main:574] : INFO : Epoch 1601 | loss: 0.0311404 | val_loss: 0.0311689 | Time: 2171.15 ms [2022-02-04 06:58:59 main:574] : INFO : Epoch 1602 | loss: 0.0311415 | val_loss: 0.0311688 | Time: 2179.14 ms [2022-02-04 06:59:01 main:574] : INFO : Epoch 1603 | loss: 0.0311394 | val_loss: 0.0311682 | Time: 2200.85 ms [2022-02-04 06:59:04 main:574] : INFO : Epoch 1604 | loss: 0.0311385 | val_loss: 0.0311664 | Time: 2210.26 ms [2022-02-04 06:59:06 main:574] : INFO : Epoch 1605 | loss: 0.0311399 | val_loss: 0.0311707 | Time: 2189.23 ms [2022-02-04 06:59:08 main:574] : INFO : Epoch 1606 | loss: 0.0311375 | val_loss: 0.0311662 | Time: 2240.31 ms [2022-02-04 06:59:10 main:574] : INFO : Epoch 1607 | loss: 0.0311371 | val_loss: 0.0311679 | Time: 2171.81 ms [2022-02-04 06:59:13 main:574] : INFO : Epoch 1608 | loss: 0.0311396 | val_loss: 0.0311688 | Time: 2212.56 ms [2022-02-04 06:59:15 main:574] : INFO : Epoch 1609 | loss: 0.0311367 | val_loss: 0.0311699 | Time: 2212.68 ms [2022-02-04 06:59:17 main:574] : INFO : Epoch 1610 | loss: 0.0311356 | val_loss: 0.0311723 | Time: 2218.06 ms [2022-02-04 06:59:19 main:574] : INFO : Epoch 1611 | loss: 0.031135 | val_loss: 0.0311711 | Time: 2236.66 ms [2022-02-04 06:59:21 main:574] : INFO : Epoch 1612 | loss: 0.0311363 | val_loss: 0.0311679 | Time: 2212.54 ms [2022-02-04 06:59:24 main:574] : INFO : Epoch 1613 | loss: 0.0311357 | val_loss: 0.0311653 | Time: 2235.01 ms [2022-02-04 06:59:26 main:574] : INFO : Epoch 1614 | loss: 0.0311359 | val_loss: 0.0311662 | Time: 2215.38 ms [2022-02-04 06:59:28 main:574] : INFO : Epoch 1615 | loss: 0.0311363 | val_loss: 0.0311753 | Time: 2220.36 ms [2022-02-04 06:59:30 main:574] : INFO : Epoch 1616 | loss: 0.0311371 | val_loss: 0.031171 | Time: 2199.06 ms [2022-02-04 06:59:33 main:574] : INFO : Epoch 1617 | loss: 0.0311379 | val_loss: 0.0311729 | Time: 2171.49 ms [2022-02-04 06:59:35 main:574] : INFO : Epoch 1618 | loss: 0.0311383 | val_loss: 0.0311674 | Time: 2194.74 ms [2022-02-04 06:59:37 main:574] : INFO : Epoch 1619 | loss: 0.0311381 | val_loss: 0.0311733 | Time: 2263.11 ms [2022-02-04 06:59:39 main:574] : INFO : Epoch 1620 | loss: 0.0311361 | val_loss: 0.0311717 | Time: 2195.62 ms [2022-02-04 06:59:42 main:574] : INFO : Epoch 1621 | loss: 0.0311361 | val_loss: 0.0311696 | Time: 2182.79 ms [2022-02-04 06:59:44 main:574] : INFO : Epoch 1622 | loss: 0.0311354 | val_loss: 0.0311725 | Time: 2209.1 ms [2022-02-04 06:59:46 main:574] : INFO : Epoch 1623 | loss: 0.0311365 | val_loss: 0.031169 | Time: 2198.9 ms [2022-02-04 06:59:48 main:574] : INFO : Epoch 1624 | loss: 0.0311369 | val_loss: 0.0311698 | Time: 2172.92 ms [2022-02-04 06:59:50 main:574] : INFO : Epoch 1625 | loss: 0.0311388 | val_loss: 0.0311707 | Time: 2188.87 ms [2022-02-04 06:59:53 main:574] : INFO : Epoch 1626 | loss: 0.031137 | val_loss: 0.0311728 | Time: 2241.9 ms [2022-02-04 06:59:55 main:574] : INFO : Epoch 1627 | loss: 0.0311357 | val_loss: 0.031166 | Time: 2205.46 ms [2022-02-04 06:59:57 main:574] : INFO : Epoch 1628 | loss: 0.031137 | val_loss: 0.0311696 | Time: 2260.42 ms [2022-02-04 06:59:59 main:574] : INFO : Epoch 1629 | loss: 0.031137 | val_loss: 0.0311677 | Time: 2178.59 ms [2022-02-04 07:00:02 main:574] : INFO : Epoch 1630 | loss: 0.0311374 | val_loss: 0.0311739 | Time: 2211.55 ms [2022-02-04 07:00:04 main:574] : INFO : Epoch 1631 | loss: 0.0311387 | val_loss: 0.0311678 | Time: 2209.7 ms [2022-02-04 07:00:06 main:574] : INFO : Epoch 1632 | loss: 0.0311393 | val_loss: 0.0311698 | Time: 2225.3 ms [2022-02-04 07:00:08 main:574] : INFO : Epoch 1633 | loss: 0.0311377 | val_loss: 0.0311677 | Time: 2221.02 ms [2022-02-04 07:00:11 main:574] : INFO : Epoch 1634 | loss: 0.0311348 | val_loss: 0.0311695 | Time: 2256.93 ms [2022-02-04 07:00:13 main:574] : INFO : Epoch 1635 | loss: 0.0311358 | val_loss: 0.0311692 | Time: 2196.15 ms [2022-02-04 07:00:15 main:574] : INFO : Epoch 1636 | loss: 0.0311378 | val_loss: 0.0311657 | Time: 2194.64 ms [2022-02-04 07:00:17 main:574] : INFO : Epoch 1637 | loss: 0.0311385 | val_loss: 0.031172 | Time: 2230.55 ms [2022-02-04 07:00:19 main:574] : INFO : Epoch 1638 | loss: 0.0311356 | val_loss: 0.0311667 | Time: 2218.99 ms [2022-02-04 07:00:22 main:574] : INFO : Epoch 1639 | loss: 0.0311344 | val_loss: 0.0311661 | Time: 2212.36 ms [2022-02-04 07:00:24 main:574] : INFO : Epoch 1640 | loss: 0.0311351 | val_loss: 0.0311735 | Time: 2256.42 ms [2022-02-04 07:00:26 main:574] : INFO : Epoch 1641 | loss: 0.0311377 | val_loss: 0.0311676 | Time: 2227.97 ms [2022-02-04 07:00:28 main:574] : INFO : Epoch 1642 | loss: 0.0311359 | val_loss: 0.031167 | Time: 2188.02 ms [2022-02-04 07:00:31 main:574] : INFO : Epoch 1643 | loss: 0.0311356 | val_loss: 0.0311687 | Time: 2236.33 ms [2022-02-04 07:00:33 main:574] : INFO : Epoch 1644 | loss: 0.0311355 | val_loss: 0.0311718 | Time: 2168.39 ms [2022-02-04 07:00:35 main:574] : INFO : Epoch 1645 | loss: 0.0311354 | val_loss: 0.0311689 | Time: 2184.6 ms [2022-02-04 07:00:37 main:574] : INFO : Epoch 1646 | loss: 0.0311368 | val_loss: 0.0311685 | Time: 2188.29 ms [2022-02-04 07:00:39 main:574] : INFO : Epoch 1647 | loss: 0.0311389 | val_loss: 0.0311704 | Time: 2204.67 ms [2022-02-04 07:00:42 main:574] : INFO : Epoch 1648 | loss: 0.0311357 | val_loss: 0.0311654 | Time: 2260.68 ms [2022-02-04 07:00:44 main:574] : INFO : Epoch 1649 | loss: 0.0311343 | val_loss: 0.0311697 | Time: 2189.45 ms [2022-02-04 07:00:46 main:574] : INFO : Epoch 1650 | loss: 0.0311342 | val_loss: 0.0311673 | Time: 2280.01 ms [2022-02-04 07:00:48 main:574] : INFO : Epoch 1651 | loss: 0.0311338 | val_loss: 0.0311736 | Time: 2170.2 ms [2022-02-04 07:00:51 main:574] : INFO : Epoch 1652 | loss: 0.0311358 | val_loss: 0.0311699 | Time: 2260.87 ms [2022-02-04 07:00:53 main:574] : INFO : Epoch 1653 | loss: 0.0311356 | val_loss: 0.0311693 | Time: 2195.29 ms [2022-02-04 07:00:55 main:574] : INFO : Epoch 1654 | loss: 0.0311325 | val_loss: 0.0311729 | Time: 2211.38 ms [2022-02-04 07:00:57 main:574] : INFO : Epoch 1655 | loss: 0.0311321 | val_loss: 0.0311674 | Time: 2214.48 ms [2022-02-04 07:01:00 main:574] : INFO : Epoch 1656 | loss: 0.0311327 | val_loss: 0.0311709 | Time: 2177.97 ms [2022-02-04 07:01:02 main:574] : INFO : Epoch 1657 | loss: 0.0311386 | val_loss: 0.0311694 | Time: 2217.76 ms [2022-02-04 07:01:04 main:574] : INFO : Epoch 1658 | loss: 0.0311399 | val_loss: 0.0311687 | Time: 2237.68 ms [2022-02-04 07:01:06 main:574] : INFO : Epoch 1659 | loss: 0.0311362 | val_loss: 0.0311707 | Time: 2230.81 ms [2022-02-04 07:01:09 main:574] : INFO : Epoch 1660 | loss: 0.031136 | val_loss: 0.0311731 | Time: 2237.66 ms [2022-02-04 07:01:11 main:574] : INFO : Epoch 1661 | loss: 0.0311369 | val_loss: 0.0311649 | Time: 2185.82 ms [2022-02-04 07:01:13 main:574] : INFO : Epoch 1662 | loss: 0.0311378 | val_loss: 0.0311647 | Time: 2225.51 ms [2022-02-04 07:01:15 main:574] : INFO : Epoch 1663 | loss: 0.0311361 | val_loss: 0.0311684 | Time: 2186.59 ms [2022-02-04 07:01:17 main:574] : INFO : Epoch 1664 | loss: 0.0311353 | val_loss: 0.0311656 | Time: 2196.73 ms [2022-02-04 07:01:20 main:574] : INFO : Epoch 1665 | loss: 0.0311419 | val_loss: 0.0311671 | Time: 2201.28 ms [2022-02-04 07:01:22 main:574] : INFO : Epoch 1666 | loss: 0.0311431 | val_loss: 0.0311652 | Time: 2154.48 ms [2022-02-04 07:01:24 main:574] : INFO : Epoch 1667 | loss: 0.0311414 | val_loss: 0.0311654 | Time: 2206.12 ms [2022-02-04 07:01:26 main:574] : INFO : Epoch 1668 | loss: 0.0311417 | val_loss: 0.0311644 | Time: 2254.82 ms [2022-02-04 07:01:28 main:574] : INFO : Epoch 1669 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 2187.74 ms [2022-02-04 07:01:31 main:574] : INFO : Epoch 1670 | loss: 0.0311386 | val_loss: 0.0311714 | Time: 2219.51 ms [2022-02-04 07:01:33 main:574] : INFO : Epoch 1671 | loss: 0.0311383 | val_loss: 0.0311672 | Time: 2204.95 ms [2022-02-04 07:01:35 main:574] : INFO : Epoch 1672 | loss: 0.0311377 | val_loss: 0.0311653 | Time: 2203.11 ms [2022-02-04 07:01:37 main:574] : INFO : Epoch 1673 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 2218.14 ms [2022-02-04 07:01:40 main:574] : INFO : Epoch 1674 | loss: 0.0311385 | val_loss: 0.0311708 | Time: 2187.47 ms [2022-02-04 07:01:42 main:574] : INFO : Epoch 1675 | loss: 0.031139 | val_loss: 0.0311695 | Time: 2191.02 ms [2022-02-04 07:01:44 main:574] : INFO : Epoch 1676 | loss: 0.0311375 | val_loss: 0.0311686 | Time: 2188.87 ms [2022-02-04 07:01:46 main:574] : INFO : Epoch 1677 | loss: 0.0311369 | val_loss: 0.031174 | Time: 2188.06 ms [2022-02-04 07:01:48 main:574] : INFO : Epoch 1678 | loss: 0.031137 | val_loss: 0.0311684 | Time: 2151.97 ms [2022-02-04 07:01:51 main:574] : INFO : Epoch 1679 | loss: 0.0311373 | val_loss: 0.0311675 | Time: 2182.77 ms [2022-02-04 07:01:53 main:574] : INFO : Epoch 1680 | loss: 0.0311372 | val_loss: 0.0311751 | Time: 2178.66 ms [2022-02-04 07:01:55 main:574] : INFO : Epoch 1681 | loss: 0.031141 | val_loss: 0.0311682 | Time: 2225.03 ms [2022-02-04 07:01:57 main:574] : INFO : Epoch 1682 | loss: 0.0311408 | val_loss: 0.0311681 | Time: 2215.96 ms [2022-02-04 07:01:59 main:574] : INFO : Epoch 1683 | loss: 0.0311415 | val_loss: 0.0311662 | Time: 2231.88 ms [2022-02-04 07:02:02 main:574] : INFO : Epoch 1684 | loss: 0.0311401 | val_loss: 0.0311677 | Time: 2228.52 ms [2022-02-04 07:02:04 main:574] : INFO : Epoch 1685 | loss: 0.0311426 | val_loss: 0.031173 | Time: 2219.2 ms [2022-02-04 07:02:06 main:574] : INFO : Epoch 1686 | loss: 0.0311467 | val_loss: 0.0311711 | Time: 2216.27 ms [2022-02-04 07:02:08 main:574] : INFO : Epoch 1687 | loss: 0.0311465 | val_loss: 0.0311681 | Time: 2234.57 ms [2022-02-04 07:02:11 main:574] : INFO : Epoch 1688 | loss: 0.0311451 | val_loss: 0.0311668 | Time: 2217.14 ms [2022-02-04 07:02:13 main:574] : INFO : Epoch 1689 | loss: 0.0311476 | val_loss: 0.0311702 | Time: 2156.52 ms [2022-02-04 07:02:15 main:574] : INFO : Epoch 1690 | loss: 0.0311573 | val_loss: 0.0311779 | Time: 2223.19 ms [2022-02-04 07:02:17 main:574] : INFO : Epoch 1691 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 2206.39 ms [2022-02-04 07:02:20 main:574] : INFO : Epoch 1692 | loss: 0.0311553 | val_loss: 0.0311685 | Time: 2187 ms [2022-02-04 07:02:22 main:574] : INFO : Epoch 1693 | loss: 0.0311534 | val_loss: 0.0311644 | Time: 2178.4 ms [2022-02-04 07:02:24 main:574] : INFO : Epoch 1694 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 2217.41 ms [2022-02-04 07:02:26 main:574] : INFO : Epoch 1695 | loss: 0.0311469 | val_loss: 0.0311684 | Time: 2215.62 ms [2022-02-04 07:02:28 main:574] : INFO : Epoch 1696 | loss: 0.0311466 | val_loss: 0.0311706 | Time: 2228.87 ms [2022-02-04 07:02:31 main:574] : INFO : Epoch 1697 | loss: 0.031145 | val_loss: 0.0311682 | Time: 2249.44 ms [2022-02-04 07:02:33 main:574] : INFO : Epoch 1698 | loss: 0.0311475 | val_loss: 0.0311673 | Time: 2211.19 ms [2022-02-04 07:02:35 main:574] : INFO : Epoch 1699 | loss: 0.0311483 | val_loss: 0.0311723 | Time: 2217.69 ms [2022-02-04 07:02:37 main:574] : INFO : Epoch 1700 | loss: 0.0311479 | val_loss: 0.0311666 | Time: 2251.97 ms [2022-02-04 07:02:40 main:574] : INFO : Epoch 1701 | loss: 0.0311489 | val_loss: 0.0311648 | Time: 2206.63 ms [2022-02-04 07:02:42 main:574] : INFO : Epoch 1702 | loss: 0.0311464 | val_loss: 0.031169 | Time: 2261.7 ms [2022-02-04 07:02:44 main:574] : INFO : Epoch 1703 | loss: 0.0311436 | val_loss: 0.0311664 | Time: 2230.4 ms [2022-02-04 07:02:46 main:574] : INFO : Epoch 1704 | loss: 0.0311421 | val_loss: 0.031168 | Time: 2225.85 ms [2022-02-04 07:02:49 main:574] : INFO : Epoch 1705 | loss: 0.0311411 | val_loss: 0.0311656 | Time: 2208.77 ms [2022-02-04 07:02:51 main:574] : INFO : Epoch 1706 | loss: 0.0311421 | val_loss: 0.0311681 | Time: 2242.52 ms [2022-02-04 07:02:53 main:574] : INFO : Epoch 1707 | loss: 0.0311419 | val_loss: 0.0311658 | Time: 2243.53 ms [2022-02-04 07:02:55 main:574] : INFO : Epoch 1708 | loss: 0.0311436 | val_loss: 0.031165 | Time: 2211.31 ms [2022-02-04 07:02:58 main:574] : INFO : Epoch 1709 | loss: 0.0311419 | val_loss: 0.0311653 | Time: 2219.62 ms [2022-02-04 07:03:00 main:574] : INFO : Epoch 1710 | loss: 0.031143 | val_loss: 0.0311675 | Time: 2202.03 ms [2022-02-04 07:03:02 main:574] : INFO : Epoch 1711 | loss: 0.0311474 | val_loss: 0.0311641 | Time: 2219.13 ms [2022-02-04 07:03:04 main:574] : INFO : Epoch 1712 | loss: 0.0311498 | val_loss: 0.0311673 | Time: 2256.07 ms [2022-02-04 07:03:07 main:574] : INFO : Epoch 1713 | loss: 0.0311478 | val_loss: 0.0311634 | Time: 2195.03 ms [2022-02-04 07:03:09 main:574] : INFO : Epoch 1714 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 2197.33 ms [2022-02-04 07:03:11 main:574] : INFO : Epoch 1715 | loss: 0.0311433 | val_loss: 0.0311619 | Time: 2226.73 ms [2022-02-04 07:03:13 main:574] : INFO : Epoch 1716 | loss: 0.0311414 | val_loss: 0.0311645 | Time: 2217.43 ms [2022-02-04 07:03:15 main:574] : INFO : Epoch 1717 | loss: 0.0311457 | val_loss: 0.0311716 | Time: 2227.4 ms [2022-02-04 07:03:18 main:574] : INFO : Epoch 1718 | loss: 0.0311473 | val_loss: 0.0311655 | Time: 2195.55 ms [2022-02-04 07:03:20 main:574] : INFO : Epoch 1719 | loss: 0.031147 | val_loss: 0.0311623 | Time: 2264.07 ms [2022-02-04 07:03:22 main:574] : INFO : Epoch 1720 | loss: 0.031144 | val_loss: 0.0311648 | Time: 2215.17 ms [2022-02-04 07:03:24 main:574] : INFO : Epoch 1721 | loss: 0.0311403 | val_loss: 0.0311636 | Time: 2220.71 ms [2022-02-04 07:03:27 main:574] : INFO : Epoch 1722 | loss: 0.03114 | val_loss: 0.0311663 | Time: 2205.93 ms [2022-02-04 07:03:29 main:574] : INFO : Epoch 1723 | loss: 0.0311409 | val_loss: 0.0311662 | Time: 2223.03 ms [2022-02-04 07:03:31 main:574] : INFO : Epoch 1724 | loss: 0.0311443 | val_loss: 0.0311639 | Time: 2242.87 ms [2022-02-04 07:03:33 main:574] : INFO : Epoch 1725 | loss: 0.0311385 | val_loss: 0.0311661 | Time: 2211.49 ms [2022-02-04 07:03:36 main:574] : INFO : Epoch 1726 | loss: 0.0311393 | val_loss: 0.0311627 | Time: 2263.18 ms [2022-02-04 07:03:38 main:574] : INFO : Epoch 1727 | loss: 0.0311385 | val_loss: 0.0311659 | Time: 2261.12 ms [2022-02-04 07:03:40 main:574] : INFO : Epoch 1728 | loss: 0.031139 | val_loss: 0.0311642 | Time: 2271.89 ms [2022-02-04 07:03:42 main:574] : INFO : Epoch 1729 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 2241.65 ms [2022-02-04 07:03:45 main:574] : INFO : Epoch 1730 | loss: 0.031139 | val_loss: 0.0311681 | Time: 2233 ms [2022-02-04 07:03:47 main:574] : INFO : Epoch 1731 | loss: 0.0311376 | val_loss: 0.0311687 | Time: 2209.87 ms [2022-02-04 07:03:49 main:574] : INFO : Epoch 1732 | loss: 0.0311386 | val_loss: 0.0311634 | Time: 2255.18 ms [2022-02-04 07:03:51 main:574] : INFO : Epoch 1733 | loss: 0.0311388 | val_loss: 0.0311725 | Time: 2195.67 ms [2022-02-04 07:03:54 main:574] : INFO : Epoch 1734 | loss: 0.0311435 | val_loss: 0.0311653 | Time: 2242.71 ms [2022-02-04 07:03:56 main:574] : INFO : Epoch 1735 | loss: 0.0311422 | val_loss: 0.0311613 | Time: 2254.4 ms [2022-02-04 07:03:58 main:574] : INFO : Epoch 1736 | loss: 0.0311383 | val_loss: 0.0311621 | Time: 2227.97 ms [2022-02-04 07:04:01 main:574] : INFO : Epoch 1737 | loss: 0.031137 | val_loss: 0.031168 | Time: 2247.24 ms [2022-02-04 07:04:03 main:574] : INFO : Epoch 1738 | loss: 0.0311388 | val_loss: 0.0311674 | Time: 2252.91 ms [2022-02-04 07:04:05 main:574] : INFO : Epoch 1739 | loss: 0.0311361 | val_loss: 0.0311636 | Time: 2230.59 ms [2022-02-04 07:04:07 main:574] : INFO : Epoch 1740 | loss: 0.0311346 | val_loss: 0.0311655 | Time: 2193.27 ms [2022-02-04 07:04:10 main:574] : INFO : Epoch 1741 | loss: 0.031135 | val_loss: 0.0311687 | Time: 2210.26 ms [2022-02-04 07:04:12 main:574] : INFO : Epoch 1742 | loss: 0.0311399 | val_loss: 0.0311715 | Time: 2213.89 ms [2022-02-04 07:04:14 main:574] : INFO : Epoch 1743 | loss: 0.0311366 | val_loss: 0.0311643 | Time: 2225.46 ms [2022-02-04 07:04:16 main:574] : INFO : Epoch 1744 | loss: 0.0311363 | val_loss: 0.0311707 | Time: 2216.19 ms [2022-02-04 07:04:19 main:574] : INFO : Epoch 1745 | loss: 0.0311349 | val_loss: 0.0311649 | Time: 2231.03 ms [2022-02-04 07:04:21 main:574] : INFO : Epoch 1746 | loss: 0.0311331 | val_loss: 0.0311655 | Time: 2241.73 ms [2022-02-04 07:04:23 main:574] : INFO : Epoch 1747 | loss: 0.0311339 | val_loss: 0.0311642 | Time: 2221.55 ms [2022-02-04 07:04:25 main:574] : INFO : Epoch 1748 | loss: 0.031136 | val_loss: 0.0311634 | Time: 2196.05 ms [2022-02-04 07:04:27 main:574] : INFO : Epoch 1749 | loss: 0.031135 | val_loss: 0.0311627 | Time: 2222.7 ms [2022-02-04 07:04:30 main:574] : INFO : Epoch 1750 | loss: 0.0311349 | val_loss: 0.0311676 | Time: 2260.15 ms [2022-02-04 07:04:32 main:574] : INFO : Epoch 1751 | loss: 0.0311334 | val_loss: 0.0311651 | Time: 2203.81 ms [2022-02-04 07:04:34 main:574] : INFO : Epoch 1752 | loss: 0.0311326 | val_loss: 0.0311679 | Time: 2218.8 ms [2022-02-04 07:04:36 main:574] : INFO : Epoch 1753 | loss: 0.0311342 | val_loss: 0.0311637 | Time: 2204.6 ms [2022-02-04 07:04:39 main:574] : INFO : Epoch 1754 | loss: 0.0311339 | val_loss: 0.0311698 | Time: 2227.2 ms [2022-02-04 07:04:41 main:574] : INFO : Epoch 1755 | loss: 0.031138 | val_loss: 0.0311622 | Time: 2222.94 ms [2022-02-04 07:04:43 main:574] : INFO : Epoch 1756 | loss: 0.0311399 | val_loss: 0.0311631 | Time: 2228.18 ms [2022-02-04 07:04:45 main:574] : INFO : Epoch 1757 | loss: 0.0311388 | val_loss: 0.0311678 | Time: 2314.37 ms [2022-02-04 07:04:48 main:574] : INFO : Epoch 1758 | loss: 0.0311381 | val_loss: 0.0311654 | Time: 2240.57 ms [2022-02-04 07:04:50 main:574] : INFO : Epoch 1759 | loss: 0.0311402 | val_loss: 0.031177 | Time: 2237.63 ms [2022-02-04 07:04:52 main:574] : INFO : Epoch 1760 | loss: 0.0311386 | val_loss: 0.0311661 | Time: 2240.08 ms [2022-02-04 07:04:55 main:574] : INFO : Epoch 1761 | loss: 0.0311375 | val_loss: 0.0311653 | Time: 2293.58 ms [2022-02-04 07:04:57 main:574] : INFO : Epoch 1762 | loss: 0.0311343 | val_loss: 0.0311764 | Time: 2219.26 ms [2022-02-04 07:04:59 main:574] : INFO : Epoch 1763 | loss: 0.0311364 | val_loss: 0.0311698 | Time: 2281.65 ms [2022-02-04 07:05:01 main:574] : INFO : Epoch 1764 | loss: 0.0311364 | val_loss: 0.0311648 | Time: 2234.02 ms [2022-02-04 07:05:04 main:574] : INFO : Epoch 1765 | loss: 0.031142 | val_loss: 0.0311666 | Time: 2253.86 ms [2022-02-04 07:05:06 main:574] : INFO : Epoch 1766 | loss: 0.0311377 | val_loss: 0.0311716 | Time: 2267.68 ms [2022-02-04 07:05:08 main:574] : INFO : Epoch 1767 | loss: 0.0311393 | val_loss: 0.0311667 | Time: 2230.25 ms [2022-02-04 07:05:10 main:574] : INFO : Epoch 1768 | loss: 0.0311394 | val_loss: 0.0311657 | Time: 2236.24 ms [2022-02-04 07:05:13 main:574] : INFO : Epoch 1769 | loss: 0.0311384 | val_loss: 0.0311687 | Time: 2216.03 ms [2022-02-04 07:05:15 main:574] : INFO : Epoch 1770 | loss: 0.0311416 | val_loss: 0.0311719 | Time: 2211.14 ms [2022-02-04 07:05:17 main:574] : INFO : Epoch 1771 | loss: 0.0311392 | val_loss: 0.031165 | Time: 2253.03 ms [2022-02-04 07:05:19 main:574] : INFO : Epoch 1772 | loss: 0.0311423 | val_loss: 0.0311749 | Time: 2233.84 ms [2022-02-04 07:05:22 main:574] : INFO : Epoch 1773 | loss: 0.0311465 | val_loss: 0.0311782 | Time: 2247.99 ms [2022-02-04 07:05:24 main:574] : INFO : Epoch 1774 | loss: 0.0311587 | val_loss: 0.031171 | Time: 2220.84 ms [2022-02-04 07:05:26 main:574] : INFO : Epoch 1775 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 2285.7 ms [2022-02-04 07:05:28 main:574] : INFO : Epoch 1776 | loss: 0.0311615 | val_loss: 0.031167 | Time: 2266.38 ms [2022-02-04 07:05:31 main:574] : INFO : Epoch 1777 | loss: 0.0311591 | val_loss: 0.031165 | Time: 2301.54 ms [2022-02-04 07:05:33 main:574] : INFO : Epoch 1778 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 2229.35 ms [2022-02-04 07:05:35 main:574] : INFO : Epoch 1779 | loss: 0.0311599 | val_loss: 0.0311702 | Time: 2239.8 ms [2022-02-04 07:05:38 main:574] : INFO : Epoch 1780 | loss: 0.0311576 | val_loss: 0.0311661 | Time: 2237.81 ms [2022-02-04 07:05:40 main:574] : INFO : Epoch 1781 | loss: 0.0311527 | val_loss: 0.0311675 | Time: 2267.11 ms [2022-02-04 07:05:42 main:574] : INFO : Epoch 1782 | loss: 0.0311497 | val_loss: 0.0311669 | Time: 2218.27 ms [2022-02-04 07:05:44 main:574] : INFO : Epoch 1783 | loss: 0.0311498 | val_loss: 0.0311806 | Time: 2277.11 ms [2022-02-04 07:05:47 main:574] : INFO : Epoch 1784 | loss: 0.0311535 | val_loss: 0.0311706 | Time: 2217.11 ms [2022-02-04 07:05:49 main:574] : INFO : Epoch 1785 | loss: 0.0311487 | val_loss: 0.0311647 | Time: 2212.43 ms [2022-02-04 07:05:51 main:574] : INFO : Epoch 1786 | loss: 0.0311494 | val_loss: 0.0311695 | Time: 2203.71 ms [2022-02-04 07:05:53 main:574] : INFO : Epoch 1787 | loss: 0.0311498 | val_loss: 0.0311662 | Time: 2240.2 ms [2022-02-04 07:05:56 main:574] : INFO : Epoch 1788 | loss: 0.0311473 | val_loss: 0.031168 | Time: 2252.01 ms [2022-02-04 07:05:58 main:574] : INFO : Epoch 1789 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 2225.73 ms [2022-02-04 07:06:00 main:574] : INFO : Epoch 1790 | loss: 0.0311483 | val_loss: 0.0311683 | Time: 2249.26 ms [2022-02-04 07:06:02 main:574] : INFO : Epoch 1791 | loss: 0.0311492 | val_loss: 0.0311674 | Time: 2229.04 ms [2022-02-04 07:06:05 main:574] : INFO : Epoch 1792 | loss: 0.031147 | val_loss: 0.0311645 | Time: 2248.41 ms [2022-02-04 07:06:07 main:574] : INFO : Epoch 1793 | loss: 0.0311497 | val_loss: 0.0311643 | Time: 2191.01 ms [2022-02-04 07:06:09 main:574] : INFO : Epoch 1794 | loss: 0.0311474 | val_loss: 0.0311641 | Time: 2248.22 ms [2022-02-04 07:06:11 main:574] : INFO : Epoch 1795 | loss: 0.0311469 | val_loss: 0.0311695 | Time: 2213.45 ms [2022-02-04 07:06:14 main:574] : INFO : Epoch 1796 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 2262.83 ms [2022-02-04 07:06:16 main:574] : INFO : Epoch 1797 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 2210.65 ms [2022-02-04 07:06:18 main:574] : INFO : Epoch 1798 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 2200.42 ms [2022-02-04 07:06:20 main:574] : INFO : Epoch 1799 | loss: 0.0311448 | val_loss: 0.0311654 | Time: 2227.46 ms [2022-02-04 07:06:22 main:574] : INFO : Epoch 1800 | loss: 0.0311427 | val_loss: 0.0311643 | Time: 2212.28 ms [2022-02-04 07:06:25 main:574] : INFO : Epoch 1801 | loss: 0.0311424 | val_loss: 0.0311681 | Time: 2252.29 ms [2022-02-04 07:06:27 main:574] : INFO : Epoch 1802 | loss: 0.031142 | val_loss: 0.0311637 | Time: 2215.23 ms [2022-02-04 07:06:29 main:574] : INFO : Epoch 1803 | loss: 0.0311434 | val_loss: 0.0311656 | Time: 2232.58 ms [2022-02-04 07:06:31 main:574] : INFO : Epoch 1804 | loss: 0.0311426 | val_loss: 0.0311651 | Time: 2252.74 ms [2022-02-04 07:06:34 main:574] : INFO : Epoch 1805 | loss: 0.0311428 | val_loss: 0.0311654 | Time: 2252.97 ms [2022-02-04 07:06:36 main:574] : INFO : Epoch 1806 | loss: 0.0311429 | val_loss: 0.0311666 | Time: 2229.36 ms [2022-02-04 07:06:38 main:574] : INFO : Epoch 1807 | loss: 0.0311444 | val_loss: 0.0311674 | Time: 2239.74 ms [2022-02-04 07:06:41 main:574] : INFO : Epoch 1808 | loss: 0.03115 | val_loss: 0.0311674 | Time: 2217.05 ms [2022-02-04 07:06:43 main:574] : INFO : Epoch 1809 | loss: 0.0311476 | val_loss: 0.0311687 | Time: 2206.94 ms [2022-02-04 07:06:45 main:574] : INFO : Epoch 1810 | loss: 0.0311447 | val_loss: 0.0311691 | Time: 2238.11 ms [2022-02-04 07:06:47 main:574] : INFO : Epoch 1811 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 2288.68 ms [2022-02-04 07:06:50 main:574] : INFO : Epoch 1812 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 2242.56 ms [2022-02-04 07:06:52 main:574] : INFO : Epoch 1813 | loss: 0.031146 | val_loss: 0.0311671 | Time: 2224.21 ms [2022-02-04 07:06:54 main:574] : INFO : Epoch 1814 | loss: 0.0311472 | val_loss: 0.0311699 | Time: 2246.66 ms [2022-02-04 07:06:56 main:574] : INFO : Epoch 1815 | loss: 0.031145 | val_loss: 0.0311676 | Time: 2197.96 ms [2022-02-04 07:06:59 main:574] : INFO : Epoch 1816 | loss: 0.0311451 | val_loss: 0.0311631 | Time: 2253.43 ms [2022-02-04 07:07:01 main:574] : INFO : Epoch 1817 | loss: 0.0311454 | val_loss: 0.0311681 | Time: 2256.14 ms [2022-02-04 07:07:03 main:574] : INFO : Epoch 1818 | loss: 0.0311444 | val_loss: 0.0311667 | Time: 2209.07 ms [2022-02-04 07:07:05 main:574] : INFO : Epoch 1819 | loss: 0.0311437 | val_loss: 0.0311716 | Time: 2264.44 ms [2022-02-04 07:07:08 main:574] : INFO : Epoch 1820 | loss: 0.0311454 | val_loss: 0.0311722 | Time: 2205.88 ms [2022-02-04 07:07:10 main:574] : INFO : Epoch 1821 | loss: 0.0311447 | val_loss: 0.031172 | Time: 2220.65 ms [2022-02-04 07:07:12 main:574] : INFO : Epoch 1822 | loss: 0.0311449 | val_loss: 0.0311672 | Time: 2237.01 ms [2022-02-04 07:07:14 main:574] : INFO : Epoch 1823 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 2196.48 ms [2022-02-04 07:07:16 main:574] : INFO : Epoch 1824 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 2220.93 ms [2022-02-04 07:07:19 main:574] : INFO : Epoch 1825 | loss: 0.0311427 | val_loss: 0.0311688 | Time: 2260.84 ms [2022-02-04 07:07:21 main:574] : INFO : Epoch 1826 | loss: 0.0311426 | val_loss: 0.0311738 | Time: 2224.8 ms [2022-02-04 07:07:23 main:574] : INFO : Epoch 1827 | loss: 0.0311442 | val_loss: 0.0311708 | Time: 2243.44 ms [2022-02-04 07:07:26 main:574] : INFO : Epoch 1828 | loss: 0.0311408 | val_loss: 0.0311697 | Time: 2240.46 ms [2022-02-04 07:07:28 main:574] : INFO : Epoch 1829 | loss: 0.0311398 | val_loss: 0.0311711 | Time: 2246.25 ms [2022-02-04 07:07:30 main:574] : INFO : Epoch 1830 | loss: 0.0311413 | val_loss: 0.0311719 | Time: 2265.92 ms [2022-02-04 07:07:32 main:574] : INFO : Epoch 1831 | loss: 0.0311424 | val_loss: 0.0311711 | Time: 2286.36 ms [2022-02-04 07:07:35 main:574] : INFO : Epoch 1832 | loss: 0.0311417 | val_loss: 0.0311739 | Time: 2234.01 ms [2022-02-04 07:07:37 main:574] : INFO : Epoch 1833 | loss: 0.0311403 | val_loss: 0.031169 | Time: 2254.19 ms [2022-02-04 07:07:39 main:574] : INFO : Epoch 1834 | loss: 0.0311396 | val_loss: 0.0311704 | Time: 2210.28 ms [2022-02-04 07:07:41 main:574] : INFO : Epoch 1835 | loss: 0.0311378 | val_loss: 0.0311693 | Time: 2201.05 ms [2022-02-04 07:07:44 main:574] : INFO : Epoch 1836 | loss: 0.0311419 | val_loss: 0.0311676 | Time: 2221.49 ms [2022-02-04 07:07:46 main:574] : INFO : Epoch 1837 | loss: 0.0311417 | val_loss: 0.0311764 | Time: 2282.56 ms [2022-02-04 07:07:48 main:574] : INFO : Epoch 1838 | loss: 0.0311379 | val_loss: 0.0311689 | Time: 2243.89 ms [2022-02-04 07:07:50 main:574] : INFO : Epoch 1839 | loss: 0.0311385 | val_loss: 0.0311681 | Time: 2235.26 ms [2022-02-04 07:07:53 main:574] : INFO : Epoch 1840 | loss: 0.0311406 | val_loss: 0.031167 | Time: 2240.31 ms [2022-02-04 07:07:55 main:574] : INFO : Epoch 1841 | loss: 0.0311399 | val_loss: 0.0311674 | Time: 2208.28 ms [2022-02-04 07:07:57 main:574] : INFO : Epoch 1842 | loss: 0.0311427 | val_loss: 0.0311762 | Time: 2267.9 ms [2022-02-04 07:07:59 main:574] : INFO : Epoch 1843 | loss: 0.0311408 | val_loss: 0.0311681 | Time: 2252.96 ms [2022-02-04 07:08:02 main:574] : INFO : Epoch 1844 | loss: 0.0311411 | val_loss: 0.0311669 | Time: 2215.08 ms [2022-02-04 07:08:04 main:574] : INFO : Epoch 1845 | loss: 0.0311419 | val_loss: 0.0311728 | Time: 2233.47 ms [2022-02-04 07:08:06 main:574] : INFO : Epoch 1846 | loss: 0.031148 | val_loss: 0.0311675 | Time: 2284.79 ms [2022-02-04 07:08:08 main:574] : INFO : Epoch 1847 | loss: 0.031138 | val_loss: 0.0311675 | Time: 2200.34 ms [2022-02-04 07:08:11 main:574] : INFO : Epoch 1848 | loss: 0.031138 | val_loss: 0.0311677 | Time: 2241.34 ms [2022-02-04 07:08:13 main:574] : INFO : Epoch 1849 | loss: 0.0311369 | val_loss: 0.0311698 | Time: 2262.54 ms [2022-02-04 07:08:15 main:574] : INFO : Epoch 1850 | loss: 0.03114 | val_loss: 0.0311649 | Time: 2284.16 ms [2022-02-04 07:08:18 main:574] : INFO : Epoch 1851 | loss: 0.0311373 | val_loss: 0.0311764 | Time: 2288.44 ms [2022-02-04 07:08:20 main:574] : INFO : Epoch 1852 | loss: 0.0311412 | val_loss: 0.0311713 | Time: 2212.8 ms [2022-02-04 07:08:22 main:574] : INFO : Epoch 1853 | loss: 0.0311384 | val_loss: 0.0311706 | Time: 2224.78 ms [2022-02-04 07:08:24 main:574] : INFO : Epoch 1854 | loss: 0.0311372 | val_loss: 0.0311643 | Time: 2231.21 ms [2022-02-04 07:08:26 main:574] : INFO : Epoch 1855 | loss: 0.0311369 | val_loss: 0.031172 | Time: 2229.78 ms [2022-02-04 07:08:29 main:574] : INFO : Epoch 1856 | loss: 0.0311368 | val_loss: 0.0311659 | Time: 2231.22 ms [2022-02-04 07:08:31 main:574] : INFO : Epoch 1857 | loss: 0.0311373 | val_loss: 0.0311668 | Time: 2248.77 ms [2022-02-04 07:08:33 main:574] : INFO : Epoch 1858 | loss: 0.0311385 | val_loss: 0.0311755 | Time: 2188.83 ms [2022-02-04 07:08:35 main:574] : INFO : Epoch 1859 | loss: 0.0311393 | val_loss: 0.0311644 | Time: 2243.45 ms [2022-02-04 07:08:38 main:574] : INFO : Epoch 1860 | loss: 0.0311395 | val_loss: 0.0311713 | Time: 2193.76 ms [2022-02-04 07:08:40 main:574] : INFO : Epoch 1861 | loss: 0.0311389 | val_loss: 0.0311689 | Time: 2198.18 ms [2022-02-04 07:08:42 main:574] : INFO : Epoch 1862 | loss: 0.0311377 | val_loss: 0.0311688 | Time: 2224.86 ms [2022-02-04 07:08:44 main:574] : INFO : Epoch 1863 | loss: 0.0311358 | val_loss: 0.0311649 | Time: 2278.18 ms [2022-02-04 07:08:47 main:574] : INFO : Epoch 1864 | loss: 0.0311353 | val_loss: 0.0311686 | Time: 2338.68 ms [2022-02-04 07:08:49 main:574] : INFO : Epoch 1865 | loss: 0.0311353 | val_loss: 0.0311695 | Time: 2238.39 ms [2022-02-04 07:08:51 main:574] : INFO : Epoch 1866 | loss: 0.0311342 | val_loss: 0.0311681 | Time: 2212.43 ms [2022-02-04 07:08:53 main:574] : INFO : Epoch 1867 | loss: 0.0311335 | val_loss: 0.0311658 | Time: 2226.07 ms [2022-02-04 07:08:56 main:574] : INFO : Epoch 1868 | loss: 0.0311354 | val_loss: 0.0311669 | Time: 2239.23 ms [2022-02-04 07:08:58 main:574] : INFO : Epoch 1869 | loss: 0.0311354 | val_loss: 0.0311666 | Time: 2186.6 ms [2022-02-04 07:09:00 main:574] : INFO : Epoch 1870 | loss: 0.0311399 | val_loss: 0.0311664 | Time: 2195.92 ms [2022-02-04 07:09:02 main:574] : INFO : Epoch 1871 | loss: 0.0311467 | val_loss: 0.0311628 | Time: 2287.84 ms [2022-02-04 07:09:05 main:574] : INFO : Epoch 1872 | loss: 0.0311444 | val_loss: 0.0311667 | Time: 2274.89 ms [2022-02-04 07:09:07 main:574] : INFO : Epoch 1873 | loss: 0.0311477 | val_loss: 0.031166 | Time: 2320.71 ms [2022-02-04 07:09:09 main:574] : INFO : Epoch 1874 | loss: 0.0311437 | val_loss: 0.0311642 | Time: 2264.1 ms [2022-02-04 07:09:12 main:574] : INFO : Epoch 1875 | loss: 0.0311396 | val_loss: 0.0311662 | Time: 2264.47 ms [2022-02-04 07:09:14 main:574] : INFO : Epoch 1876 | loss: 0.0311413 | val_loss: 0.0311688 | Time: 2265.47 ms [2022-02-04 07:09:16 main:574] : INFO : Epoch 1877 | loss: 0.0311427 | val_loss: 0.0311675 | Time: 2292.12 ms [2022-02-04 07:09:19 main:574] : INFO : Epoch 1878 | loss: 0.0311446 | val_loss: 0.0311645 | Time: 2247.74 ms [2022-02-04 07:09:21 main:574] : INFO : Epoch 1879 | loss: 0.0311417 | val_loss: 0.0311659 | Time: 2347.3 ms [2022-02-04 07:09:23 main:574] : INFO : Epoch 1880 | loss: 0.0311418 | val_loss: 0.0311655 | Time: 2311 ms [2022-02-04 07:09:25 main:574] : INFO : Epoch 1881 | loss: 0.0311402 | val_loss: 0.0311649 | Time: 2262.83 ms [2022-02-04 07:09:28 main:574] : INFO : Epoch 1882 | loss: 0.031137 | val_loss: 0.0311638 | Time: 2290.89 ms [2022-02-04 07:09:30 main:574] : INFO : Epoch 1883 | loss: 0.031137 | val_loss: 0.0311663 | Time: 2259.59 ms [2022-02-04 07:09:32 main:574] : INFO : Epoch 1884 | loss: 0.0311378 | val_loss: 0.0311736 | Time: 2296.51 ms [2022-02-04 07:09:35 main:574] : INFO : Epoch 1885 | loss: 0.031139 | val_loss: 0.0311648 | Time: 2288.81 ms [2022-02-04 07:09:37 main:574] : INFO : Epoch 1886 | loss: 0.0311365 | val_loss: 0.031165 | Time: 2286.81 ms [2022-02-04 07:09:39 main:574] : INFO : Epoch 1887 | loss: 0.0311361 | val_loss: 0.031164 | Time: 2291.34 ms [2022-02-04 07:09:42 main:574] : INFO : Epoch 1888 | loss: 0.0311344 | val_loss: 0.03117 | Time: 2266.74 ms [2022-02-04 07:09:44 main:574] : INFO : Epoch 1889 | loss: 0.0311358 | val_loss: 0.0311656 | Time: 2278.61 ms [2022-02-04 07:09:46 main:574] : INFO : Epoch 1890 | loss: 0.0311361 | val_loss: 0.0311657 | Time: 2291.95 ms [2022-02-04 07:09:48 main:574] : INFO : Epoch 1891 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 2242.43 ms [2022-02-04 07:09:51 main:574] : INFO : Epoch 1892 | loss: 0.0311379 | val_loss: 0.0311667 | Time: 2361.9 ms [2022-02-04 07:09:53 main:574] : INFO : Epoch 1893 | loss: 0.0311408 | val_loss: 0.031168 | Time: 2278.46 ms [2022-02-04 07:09:55 main:574] : INFO : Epoch 1894 | loss: 0.0311376 | val_loss: 0.0311684 | Time: 2282.15 ms [2022-02-04 07:09:58 main:574] : INFO : Epoch 1895 | loss: 0.0311361 | val_loss: 0.0311689 | Time: 2281.58 ms [2022-02-04 07:10:00 main:574] : INFO : Epoch 1896 | loss: 0.0311376 | val_loss: 0.0311641 | Time: 2273.46 ms [2022-02-04 07:10:02 main:574] : INFO : Epoch 1897 | loss: 0.0311372 | val_loss: 0.0311738 | Time: 2319.17 ms [2022-02-04 07:10:05 main:574] : INFO : Epoch 1898 | loss: 0.0311359 | val_loss: 0.0311648 | Time: 2276.28 ms [2022-02-04 07:10:07 main:574] : INFO : Epoch 1899 | loss: 0.0311336 | val_loss: 0.031168 | Time: 2297.37 ms [2022-02-04 07:10:09 main:574] : INFO : Epoch 1900 | loss: 0.0311318 | val_loss: 0.0311677 | Time: 2266.55 ms [2022-02-04 07:10:12 main:574] : INFO : Epoch 1901 | loss: 0.0311327 | val_loss: 0.0311673 | Time: 2330.94 ms [2022-02-04 07:10:14 main:574] : INFO : Epoch 1902 | loss: 0.0311322 | val_loss: 0.0311681 | Time: 2297.23 ms [2022-02-04 07:10:16 main:574] : INFO : Epoch 1903 | loss: 0.0311359 | val_loss: 0.0311757 | Time: 2320.98 ms [2022-02-04 07:10:19 main:574] : INFO : Epoch 1904 | loss: 0.0311398 | val_loss: 0.0311752 | Time: 2290.49 ms [2022-02-04 07:10:21 main:574] : INFO : Epoch 1905 | loss: 0.0311377 | val_loss: 0.0311654 | Time: 2293.99 ms [2022-02-04 07:10:23 main:574] : INFO : Epoch 1906 | loss: 0.0311346 | val_loss: 0.0311676 | Time: 2273.86 ms [2022-02-04 07:10:26 main:574] : INFO : Epoch 1907 | loss: 0.0311342 | val_loss: 0.0311675 | Time: 2311.16 ms [2022-02-04 07:10:28 main:574] : INFO : Epoch 1908 | loss: 0.0311407 | val_loss: 0.0311659 | Time: 2272.68 ms [2022-02-04 07:10:30 main:574] : INFO : Epoch 1909 | loss: 0.0311411 | val_loss: 0.0311672 | Time: 2311.61 ms [2022-02-04 07:10:32 main:574] : INFO : Epoch 1910 | loss: 0.0311399 | val_loss: 0.0311696 | Time: 2243.35 ms [2022-02-04 07:10:35 main:574] : INFO : Epoch 1911 | loss: 0.0311425 | val_loss: 0.0311673 | Time: 2296.17 ms [2022-02-04 07:10:37 main:574] : INFO : Epoch 1912 | loss: 0.0311443 | val_loss: 0.0311687 | Time: 2270.04 ms [2022-02-04 07:10:39 main:574] : INFO : Epoch 1913 | loss: 0.0311416 | val_loss: 0.0311739 | Time: 2279.48 ms [2022-02-04 07:10:42 main:574] : INFO : Epoch 1914 | loss: 0.0311412 | val_loss: 0.0311657 | Time: 2302.44 ms [2022-02-04 07:10:44 main:574] : INFO : Epoch 1915 | loss: 0.031143 | val_loss: 0.0311654 | Time: 2304.57 ms [2022-02-04 07:10:46 main:574] : INFO : Epoch 1916 | loss: 0.0311423 | val_loss: 0.0311663 | Time: 2263.79 ms [2022-02-04 07:10:48 main:574] : INFO : Epoch 1917 | loss: 0.031141 | val_loss: 0.0311679 | Time: 2289.11 ms [2022-02-04 07:10:51 main:574] : INFO : Epoch 1918 | loss: 0.031139 | val_loss: 0.031165 | Time: 2289.77 ms [2022-02-04 07:10:53 main:574] : INFO : Epoch 1919 | loss: 0.0311403 | val_loss: 0.0311718 | Time: 2323.4 ms [2022-02-04 07:10:55 main:574] : INFO : Epoch 1920 | loss: 0.0311436 | val_loss: 0.0311712 | Time: 2314.22 ms [2022-02-04 07:10:58 main:574] : INFO : Epoch 1921 | loss: 0.0311399 | val_loss: 0.0311655 | Time: 2299.09 ms [2022-02-04 07:11:00 main:574] : INFO : Epoch 1922 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 2272.92 ms [2022-02-04 07:11:02 main:574] : INFO : Epoch 1923 | loss: 0.0311408 | val_loss: 0.0311698 | Time: 2303.04 ms [2022-02-04 07:11:05 main:574] : INFO : Epoch 1924 | loss: 0.0311388 | val_loss: 0.0311677 | Time: 2281.45 ms [2022-02-04 07:11:07 main:574] : INFO : Epoch 1925 | loss: 0.0311368 | val_loss: 0.0311659 | Time: 2300.43 ms [2022-02-04 07:11:09 main:574] : INFO : Epoch 1926 | loss: 0.031138 | val_loss: 0.0311699 | Time: 2264.65 ms [2022-02-04 07:11:12 main:574] : INFO : Epoch 1927 | loss: 0.0311397 | val_loss: 0.0311696 | Time: 2272.87 ms [2022-02-04 07:11:14 main:574] : INFO : Epoch 1928 | loss: 0.0311375 | val_loss: 0.0311697 | Time: 2311.72 ms [2022-02-04 07:11:16 main:574] : INFO : Epoch 1929 | loss: 0.0311374 | val_loss: 0.031171 | Time: 2301.02 ms [2022-02-04 07:11:19 main:574] : INFO : Epoch 1930 | loss: 0.0311368 | val_loss: 0.0311675 | Time: 2273.78 ms [2022-02-04 07:11:21 main:574] : INFO : Epoch 1931 | loss: 0.0311367 | val_loss: 0.0311708 | Time: 2294.71 ms [2022-02-04 07:11:23 main:574] : INFO : Epoch 1932 | loss: 0.0311365 | val_loss: 0.031168 | Time: 2344.94 ms [2022-02-04 07:11:36 main:574] : INFO : Epoch 1933 | loss: 0.0311403 | val_loss: 0.0311779 | Time: 12415.1 ms [2022-02-04 07:11:38 main:574] : INFO : Epoch 1934 | loss: 0.0311404 | val_loss: 0.031169 | Time: 2297.08 ms [2022-02-04 07:11:40 main:574] : INFO : Epoch 1935 | loss: 0.031135 | val_loss: 0.0311748 | Time: 2349.87 ms [2022-02-04 07:11:43 main:574] : INFO : Epoch 1936 | loss: 0.0311347 | val_loss: 0.031169 | Time: 2356.41 ms [2022-02-04 07:11:45 main:574] : INFO : Epoch 1937 | loss: 0.0311341 | val_loss: 0.0311767 | Time: 2319.38 ms [2022-02-04 07:11:47 main:574] : INFO : Epoch 1938 | loss: 0.0311344 | val_loss: 0.0311741 | Time: 2307.04 ms [2022-02-04 07:11:50 main:574] : INFO : Epoch 1939 | loss: 0.0311351 | val_loss: 0.0311772 | Time: 2322.67 ms [2022-02-04 07:11:52 main:574] : INFO : Epoch 1940 | loss: 0.0311385 | val_loss: 0.0311688 | Time: 2314 ms [2022-02-04 07:11:54 main:574] : INFO : Epoch 1941 | loss: 0.0311378 | val_loss: 0.0311701 | Time: 2291.02 ms [2022-02-04 07:11:57 main:574] : INFO : Epoch 1942 | loss: 0.0311359 | val_loss: 0.031173 | Time: 2315.31 ms [2022-02-04 07:11:59 main:574] : INFO : Epoch 1943 | loss: 0.0311369 | val_loss: 0.0311675 | Time: 2294.96 ms [2022-02-04 07:12:01 main:574] : INFO : Epoch 1944 | loss: 0.0311383 | val_loss: 0.0311769 | Time: 2339.67 ms [2022-02-04 07:12:04 main:574] : INFO : Epoch 1945 | loss: 0.0311399 | val_loss: 0.0311686 | Time: 2295.45 ms [2022-02-04 07:12:06 main:574] : INFO : Epoch 1946 | loss: 0.031136 | val_loss: 0.0311689 | Time: 2305.76 ms [2022-02-04 07:12:08 main:574] : INFO : Epoch 1947 | loss: 0.0311383 | val_loss: 0.0311681 | Time: 2304.43 ms [2022-02-04 07:12:11 main:574] : INFO : Epoch 1948 | loss: 0.0311347 | val_loss: 0.0311689 | Time: 2285.19 ms [2022-02-04 07:12:13 main:574] : INFO : Epoch 1949 | loss: 0.031141 | val_loss: 0.031167 | Time: 2319.19 ms [2022-02-04 07:12:15 main:574] : INFO : Epoch 1950 | loss: 0.0311397 | val_loss: 0.031172 | Time: 2288.86 ms [2022-02-04 07:12:18 main:574] : INFO : Epoch 1951 | loss: 0.0311373 | val_loss: 0.0311702 | Time: 2308.49 ms [2022-02-04 07:12:20 main:574] : INFO : Epoch 1952 | loss: 0.0311363 | val_loss: 0.0311691 | Time: 2315.92 ms [2022-02-04 07:12:22 main:574] : INFO : Epoch 1953 | loss: 0.0311348 | val_loss: 0.0311667 | Time: 2318.81 ms [2022-02-04 07:12:25 main:574] : INFO : Epoch 1954 | loss: 0.0311342 | val_loss: 0.0311711 | Time: 2330.01 ms [2022-02-04 07:12:27 main:574] : INFO : Epoch 1955 | loss: 0.0311339 | val_loss: 0.0311707 | Time: 2318.35 ms [2022-02-04 07:12:29 main:574] : INFO : Epoch 1956 | loss: 0.0311344 | val_loss: 0.0311683 | Time: 2357.16 ms [2022-02-04 07:12:32 main:574] : INFO : Epoch 1957 | loss: 0.0311348 | val_loss: 0.0311652 | Time: 2316.69 ms [2022-02-04 07:12:34 main:574] : INFO : Epoch 1958 | loss: 0.0311339 | val_loss: 0.0311702 | Time: 2325.88 ms [2022-02-04 07:12:36 main:574] : INFO : Epoch 1959 | loss: 0.0311338 | val_loss: 0.0311665 | Time: 2310.91 ms [2022-02-04 07:12:39 main:574] : INFO : Epoch 1960 | loss: 0.0311344 | val_loss: 0.0311693 | Time: 2328.54 ms [2022-02-04 07:12:41 main:574] : INFO : Epoch 1961 | loss: 0.0311399 | val_loss: 0.0311726 | Time: 2307.31 ms [2022-02-04 07:12:43 main:574] : INFO : Epoch 1962 | loss: 0.0311431 | val_loss: 0.0311726 | Time: 2305.61 ms [2022-02-04 07:12:46 main:574] : INFO : Epoch 1963 | loss: 0.0311412 | val_loss: 0.0311724 | Time: 2361.88 ms [2022-02-04 07:12:48 main:574] : INFO : Epoch 1964 | loss: 0.0311409 | val_loss: 0.0311728 | Time: 2299.94 ms [2022-02-04 07:12:50 main:574] : INFO : Epoch 1965 | loss: 0.0311422 | val_loss: 0.0311692 | Time: 2386.74 ms [2022-02-04 07:12:53 main:574] : INFO : Epoch 1966 | loss: 0.0311468 | val_loss: 0.0311729 | Time: 2334.32 ms [2022-02-04 07:12:55 main:574] : INFO : Epoch 1967 | loss: 0.0311481 | val_loss: 0.0311709 | Time: 2320.64 ms [2022-02-04 07:12:57 main:574] : INFO : Epoch 1968 | loss: 0.0311468 | val_loss: 0.0311771 | Time: 2312.34 ms [2022-02-04 07:13:00 main:574] : INFO : Epoch 1969 | loss: 0.0311549 | val_loss: 0.0311744 | Time: 2350.69 ms [2022-02-04 07:13:02 main:574] : INFO : Epoch 1970 | loss: 0.0352037 | val_loss: 0.0315333 | Time: 2316.91 ms [2022-02-04 07:13:05 main:574] : INFO : Epoch 1971 | loss: 0.0323658 | val_loss: 0.0316461 | Time: 2333.14 ms [2022-02-04 07:13:07 main:574] : INFO : Epoch 1972 | loss: 0.0313833 | val_loss: 0.0312666 | Time: 2343.4 ms [2022-02-04 07:13:09 main:574] : INFO : Epoch 1973 | loss: 0.0312006 | val_loss: 0.0311765 | Time: 2284.61 ms [2022-02-04 07:13:12 main:574] : INFO : Epoch 1974 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 2314.57 ms [2022-02-04 07:13:14 main:574] : INFO : Epoch 1975 | loss: 0.031163 | val_loss: 0.0311719 | Time: 2333.18 ms [2022-02-04 07:13:16 main:574] : INFO : Epoch 1976 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 2335.39 ms [2022-02-04 07:13:19 main:574] : INFO : Epoch 1977 | loss: 0.0311575 | val_loss: 0.031169 | Time: 2350.51 ms [2022-02-04 07:13:21 main:574] : INFO : Epoch 1978 | loss: 0.0311543 | val_loss: 0.0311663 | Time: 2297.91 ms [2022-02-04 07:13:23 main:574] : INFO : Epoch 1979 | loss: 0.0311518 | val_loss: 0.031167 | Time: 2285.85 ms [2022-02-04 07:13:26 main:574] : INFO : Epoch 1980 | loss: 0.0311518 | val_loss: 0.0311707 | Time: 2341.21 ms [2022-02-04 07:13:28 main:574] : INFO : Epoch 1981 | loss: 0.031152 | val_loss: 0.0311667 | Time: 2381.85 ms [2022-02-04 07:13:30 main:574] : INFO : Epoch 1982 | loss: 0.0311508 | val_loss: 0.0311667 | Time: 2271.28 ms [2022-02-04 07:13:33 main:574] : INFO : Epoch 1983 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 2333.61 ms [2022-02-04 07:13:35 main:574] : INFO : Epoch 1984 | loss: 0.0311482 | val_loss: 0.031168 | Time: 2298.49 ms [2022-02-04 07:13:37 main:574] : INFO : Epoch 1985 | loss: 0.0311469 | val_loss: 0.031168 | Time: 2333.82 ms [2022-02-04 07:13:40 main:574] : INFO : Epoch 1986 | loss: 0.0311468 | val_loss: 0.0311723 | Time: 2292.8 ms [2022-02-04 07:13:42 main:574] : INFO : Epoch 1987 | loss: 0.0311473 | val_loss: 0.031169 | Time: 2293.08 ms [2022-02-04 07:13:44 main:574] : INFO : Epoch 1988 | loss: 0.0311453 | val_loss: 0.031168 | Time: 2283.84 ms [2022-02-04 07:13:47 main:574] : INFO : Epoch 1989 | loss: 0.031144 | val_loss: 0.0311683 | Time: 2276.57 ms [2022-02-04 07:13:49 main:574] : INFO : Epoch 1990 | loss: 0.0311439 | val_loss: 0.0311687 | Time: 2332.8 ms [2022-02-04 07:13:51 main:574] : INFO : Epoch 1991 | loss: 0.0311439 | val_loss: 0.0311681 | Time: 2318.84 ms [2022-02-04 07:13:54 main:574] : INFO : Epoch 1992 | loss: 0.0311431 | val_loss: 0.0311675 | Time: 2352.83 ms [2022-02-04 07:13:56 main:574] : INFO : Epoch 1993 | loss: 0.0311434 | val_loss: 0.0311685 | Time: 2307.9 ms [2022-02-04 07:13:58 main:574] : INFO : Epoch 1994 | loss: 0.0311445 | val_loss: 0.0311679 | Time: 2285.6 ms [2022-02-04 07:14:01 main:574] : INFO : Epoch 1995 | loss: 0.0311446 | val_loss: 0.0311667 | Time: 2381.73 ms [2022-02-04 07:14:03 main:574] : INFO : Epoch 1996 | loss: 0.0311452 | val_loss: 0.0311659 | Time: 2297.42 ms [2022-02-04 07:14:05 main:574] : INFO : Epoch 1997 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 2297.82 ms [2022-02-04 07:14:08 main:574] : INFO : Epoch 1998 | loss: 0.0311427 | val_loss: 0.0311656 | Time: 2381.99 ms [2022-02-04 07:14:10 main:574] : INFO : Epoch 1999 | loss: 0.0311411 | val_loss: 0.0311673 | Time: 2312.33 ms [2022-02-04 07:14:12 main:574] : INFO : Epoch 2000 | loss: 0.0311431 | val_loss: 0.0311689 | Time: 2315.82 ms [2022-02-04 07:14:15 main:574] : INFO : Epoch 2001 | loss: 0.0311422 | val_loss: 0.0311667 | Time: 2276.41 ms [2022-02-04 07:14:17 main:574] : INFO : Epoch 2002 | loss: 0.0311404 | val_loss: 0.0311676 | Time: 2323.02 ms [2022-02-04 07:14:19 main:574] : INFO : Epoch 2003 | loss: 0.0311405 | val_loss: 0.0311657 | Time: 2292.72 ms [2022-02-04 07:14:22 main:574] : INFO : Epoch 2004 | loss: 0.0311413 | val_loss: 0.0311657 | Time: 2244.89 ms [2022-02-04 07:14:24 main:574] : INFO : Epoch 2005 | loss: 0.0311435 | val_loss: 0.0311679 | Time: 2343.79 ms [2022-02-04 07:14:26 main:574] : INFO : Epoch 2006 | loss: 0.0311435 | val_loss: 0.0311659 | Time: 2295.41 ms [2022-02-04 07:14:29 main:574] : INFO : Epoch 2007 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 2297.05 ms [2022-02-04 07:14:31 main:574] : INFO : Epoch 2008 | loss: 0.0311408 | val_loss: 0.0311644 | Time: 2311.25 ms [2022-02-04 07:14:33 main:574] : INFO : Epoch 2009 | loss: 0.0311416 | val_loss: 0.0311679 | Time: 2307.23 ms [2022-02-04 07:14:36 main:574] : INFO : Epoch 2010 | loss: 0.0311423 | val_loss: 0.0311647 | Time: 2356.53 ms [2022-02-04 07:14:38 main:574] : INFO : Epoch 2011 | loss: 0.0311424 | val_loss: 0.0311659 | Time: 2341.95 ms [2022-02-04 07:14:40 main:574] : INFO : Epoch 2012 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 2321.73 ms [2022-02-04 07:14:43 main:574] : INFO : Epoch 2013 | loss: 0.0311417 | val_loss: 0.0311699 | Time: 2322.25 ms [2022-02-04 07:14:45 main:574] : INFO : Epoch 2014 | loss: 0.0311417 | val_loss: 0.0311691 | Time: 2314.83 ms [2022-02-04 07:14:47 main:574] : INFO : Epoch 2015 | loss: 0.0311417 | val_loss: 0.0311717 | Time: 2302.46 ms [2022-02-04 07:14:50 main:574] : INFO : Epoch 2016 | loss: 0.0311395 | val_loss: 0.0311709 | Time: 2303.71 ms [2022-02-04 07:14:52 main:574] : INFO : Epoch 2017 | loss: 0.0311392 | val_loss: 0.0311715 | Time: 2316.46 ms [2022-02-04 07:14:54 main:574] : INFO : Epoch 2018 | loss: 0.0311387 | val_loss: 0.0311669 | Time: 2295.77 ms [2022-02-04 07:14:57 main:574] : INFO : Epoch 2019 | loss: 0.0311379 | val_loss: 0.0311691 | Time: 2346.67 ms [2022-02-04 07:14:59 main:574] : INFO : Epoch 2020 | loss: 0.0311379 | val_loss: 0.031167 | Time: 2287.88 ms [2022-02-04 07:15:01 main:574] : INFO : Epoch 2021 | loss: 0.0311366 | val_loss: 0.0311687 | Time: 2339.03 ms [2022-02-04 07:15:04 main:574] : INFO : Epoch 2022 | loss: 0.0311385 | val_loss: 0.031174 | Time: 2318.18 ms [2022-02-04 07:15:06 main:574] : INFO : Epoch 2023 | loss: 0.0311398 | val_loss: 0.0311673 | Time: 2306.87 ms [2022-02-04 07:15:08 main:574] : INFO : Epoch 2024 | loss: 0.0311379 | val_loss: 0.0311684 | Time: 2298.07 ms [2022-02-04 07:15:11 main:574] : INFO : Epoch 2025 | loss: 0.0311366 | val_loss: 0.0311678 | Time: 2292.37 ms [2022-02-04 07:15:13 main:574] : INFO : Epoch 2026 | loss: 0.0311373 | val_loss: 0.0311705 | Time: 2278.07 ms [2022-02-04 07:15:15 main:574] : INFO : Epoch 2027 | loss: 0.031137 | val_loss: 0.0311672 | Time: 2284.59 ms [2022-02-04 07:15:17 main:574] : INFO : Epoch 2028 | loss: 0.0311387 | val_loss: 0.0311689 | Time: 2304.38 ms [2022-02-04 07:15:20 main:574] : INFO : Epoch 2029 | loss: 0.0311378 | val_loss: 0.0311649 | Time: 2296.84 ms [2022-02-04 07:15:22 main:574] : INFO : Epoch 2030 | loss: 0.0311372 | val_loss: 0.0311685 | Time: 2280.93 ms [2022-02-04 07:15:24 main:574] : INFO : Epoch 2031 | loss: 0.0311389 | val_loss: 0.0311713 | Time: 2271.37 ms [2022-02-04 07:15:27 main:574] : INFO : Epoch 2032 | loss: 0.0311382 | val_loss: 0.0311687 | Time: 2301.66 ms [2022-02-04 07:15:29 main:574] : INFO : Epoch 2033 | loss: 0.0311392 | val_loss: 0.0311675 | Time: 2309.64 ms [2022-02-04 07:15:31 main:574] : INFO : Epoch 2034 | loss: 0.0311374 | val_loss: 0.0311662 | Time: 2258.76 ms [2022-02-04 07:15:34 main:574] : INFO : Epoch 2035 | loss: 0.0311361 | val_loss: 0.0311679 | Time: 2301.15 ms [2022-02-04 07:15:36 main:574] : INFO : Epoch 2036 | loss: 0.031135 | val_loss: 0.0311686 | Time: 2285.78 ms [2022-02-04 07:15:38 main:574] : INFO : Epoch 2037 | loss: 0.0311369 | val_loss: 0.0311714 | Time: 2251.98 ms [2022-02-04 07:15:40 main:574] : INFO : Epoch 2038 | loss: 0.0311365 | val_loss: 0.0311683 | Time: 2292.25 ms [2022-02-04 07:15:43 main:574] : INFO : Epoch 2039 | loss: 0.0311375 | val_loss: 0.0311684 | Time: 2346.09 ms [2022-02-04 07:15:45 main:574] : INFO : Epoch 2040 | loss: 0.0311367 | val_loss: 0.0311694 | Time: 2273.21 ms [2022-02-04 07:15:47 main:574] : INFO : Epoch 2041 | loss: 0.0311399 | val_loss: 0.0311743 | Time: 2283.98 ms [2022-02-04 07:15:50 main:574] : INFO : Epoch 2042 | loss: 0.0311408 | val_loss: 0.0311686 | Time: 2266.87 ms [2022-02-04 07:15:52 main:574] : INFO : Epoch 2043 | loss: 0.0311368 | val_loss: 0.0311722 | Time: 2304.4 ms [2022-02-04 07:15:54 main:574] : INFO : Epoch 2044 | loss: 0.0311362 | val_loss: 0.0311687 | Time: 2309.04 ms [2022-02-04 07:15:57 main:574] : INFO : Epoch 2045 | loss: 0.0311356 | val_loss: 0.0311695 | Time: 2315.71 ms [2022-02-04 07:15:59 main:574] : INFO : Epoch 2046 | loss: 0.0311359 | val_loss: 0.0311691 | Time: 2316.49 ms [2022-02-04 07:16:01 main:574] : INFO : Epoch 2047 | loss: 0.0311373 | val_loss: 0.03117 | Time: 2309.45 ms [2022-02-04 07:16:04 main:574] : INFO : Epoch 2048 | loss: 0.0311401 | val_loss: 0.0311717 | Time: 2309.85 ms [2022-02-04 07:16:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311717 [2022-02-04 07:16:04 main:603] : INFO : Saving end state to config to file [2022-02-04 07:16:04 main:608] : INFO : Success, exiting.. 07:16:04 (14832): 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)