Task 14597527
| Name | ParityModified-1645992553-3178-3-0_3 |
| Workunit | 11033034 |
| Created | 11 Apr 2022, 18:44:42 UTC |
| Sent | 11 Apr 2022, 18:44:59 UTC |
| Report deadline | 19 Apr 2022, 18:44:59 UTC |
| Received | 11 Apr 2022, 23:23:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 53 min 32 sec |
| CPU time | 53 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 27 ms [2022-04-12 01:10:09 main:581] : INFO : Epoch 1538 | loss: 0.0312353 | val_loss: 0.031236 | Time: 1668.14 ms [2022-04-12 01:10:11 main:581] : INFO : Epoch 1539 | loss: 0.0312347 | val_loss: 0.031236 | Time: 1825.48 ms [2022-04-12 01:10:13 main:581] : INFO : Epoch 1540 | loss: 0.0312346 | val_loss: 0.0312366 | Time: 1647.03 ms [2022-04-12 01:10:14 main:581] : INFO : Epoch 1541 | loss: 0.0312361 | val_loss: 0.0312374 | Time: 1508.75 ms [2022-04-12 01:10:16 main:581] : INFO : Epoch 1542 | loss: 0.0312364 | val_loss: 0.0312405 | Time: 1520.03 ms [2022-04-12 01:10:17 main:581] : INFO : Epoch 1543 | loss: 0.0312355 | val_loss: 0.0312366 | Time: 1825.84 ms [2022-04-12 01:10:19 main:581] : INFO : Epoch 1544 | loss: 0.0312348 | val_loss: 0.0312362 | Time: 1535.85 ms [2022-04-12 01:10:21 main:581] : INFO : Epoch 1545 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 1870.99 ms [2022-04-12 01:10:23 main:581] : INFO : Epoch 1546 | loss: 0.031234 | val_loss: 0.0312362 | Time: 2053.81 ms [2022-04-12 01:10:24 main:581] : INFO : Epoch 1547 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1475.25 ms [2022-04-12 01:10:26 main:581] : INFO : Epoch 1548 | loss: 0.031234 | val_loss: 0.031236 | Time: 1470.14 ms [2022-04-12 01:10:27 main:581] : INFO : Epoch 1549 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 1496.16 ms [2022-04-12 01:10:29 main:581] : INFO : Epoch 1550 | loss: 0.0312347 | val_loss: 0.0312364 | Time: 1503.46 ms [2022-04-12 01:10:31 main:581] : INFO : Epoch 1551 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 1657.04 ms [2022-04-12 01:10:32 main:581] : INFO : Epoch 1552 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1484.73 ms [2022-04-12 01:10:34 main:581] : INFO : Epoch 1553 | loss: 0.0312342 | val_loss: 0.0312371 | Time: 1496.21 ms [2022-04-12 01:10:35 main:581] : INFO : Epoch 1554 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 1588.17 ms [2022-04-12 01:10:37 main:581] : INFO : Epoch 1555 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1616.96 ms [2022-04-12 01:10:38 main:581] : INFO : Epoch 1556 | loss: 0.0312343 | val_loss: 0.0312382 | Time: 1554.62 ms [2022-04-12 01:10:40 main:581] : INFO : Epoch 1557 | loss: 0.031236 | val_loss: 0.031236 | Time: 1613.56 ms [2022-04-12 01:10:42 main:581] : INFO : Epoch 1558 | loss: 0.0312341 | val_loss: 0.0312363 | Time: 2342.5 ms [2022-04-12 01:10:44 main:581] : INFO : Epoch 1559 | loss: 0.0312347 | val_loss: 0.031237 | Time: 1535.19 ms [2022-04-12 01:10:45 main:581] : INFO : Epoch 1560 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 1483.88 ms [2022-04-12 01:10:47 main:581] : INFO : Epoch 1561 | loss: 0.0312351 | val_loss: 0.0312364 | Time: 1524.69 ms [2022-04-12 01:10:48 main:581] : INFO : Epoch 1562 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1604.94 ms [2022-04-12 01:10:50 main:581] : INFO : Epoch 1563 | loss: 0.031234 | val_loss: 0.0312358 | Time: 2073.54 ms [2022-04-12 01:10:52 main:581] : INFO : Epoch 1564 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1780.04 ms [2022-04-12 01:10:54 main:581] : INFO : Epoch 1565 | loss: 0.0312344 | val_loss: 0.0312364 | Time: 1748.9 ms [2022-04-12 01:10:56 main:581] : INFO : Epoch 1566 | loss: 0.0312351 | val_loss: 0.0312364 | Time: 1565.05 ms [2022-04-12 01:10:57 main:581] : INFO : Epoch 1567 | loss: 0.0312356 | val_loss: 0.0312363 | Time: 1837.05 ms [2022-04-12 01:10:59 main:581] : INFO : Epoch 1568 | loss: 0.031235 | val_loss: 0.0312361 | Time: 1814.21 ms [2022-04-12 01:11:01 main:581] : INFO : Epoch 1569 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 1760.2 ms [2022-04-12 01:11:03 main:581] : INFO : Epoch 1570 | loss: 0.0312348 | val_loss: 0.0312373 | Time: 1734.77 ms [2022-04-12 01:11:04 main:581] : INFO : Epoch 1571 | loss: 0.0312355 | val_loss: 0.0312381 | Time: 1629.39 ms [2022-04-12 01:11:06 main:581] : INFO : Epoch 1572 | loss: 0.0312353 | val_loss: 0.0312371 | Time: 1490.65 ms [2022-04-12 01:11:08 main:581] : INFO : Epoch 1573 | loss: 0.0312343 | val_loss: 0.0312368 | Time: 1713.82 ms [2022-04-12 01:11:09 main:581] : INFO : Epoch 1574 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1659.79 ms [2022-04-12 01:11:11 main:581] : INFO : Epoch 1575 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 1558.35 ms [2022-04-12 01:11:13 main:581] : INFO : Epoch 1576 | loss: 0.0312356 | val_loss: 0.0312367 | Time: 1741.08 ms [2022-04-12 01:11:14 main:581] : INFO : Epoch 1577 | loss: 0.0312352 | val_loss: 0.0312371 | Time: 1661.45 ms [2022-04-12 01:11:16 main:581] : INFO : Epoch 1578 | loss: 0.0312347 | val_loss: 0.0312373 | Time: 1588.04 ms [2022-04-12 01:11:18 main:581] : INFO : Epoch 1579 | loss: 0.0312355 | val_loss: 0.031237 | Time: 1958.62 ms [2022-04-12 01:11:19 main:581] : INFO : Epoch 1580 | loss: 0.0312347 | val_loss: 0.0312367 | Time: 1554.42 ms [2022-04-12 01:11:21 main:581] : INFO : Epoch 1581 | loss: 0.0312357 | val_loss: 0.0312383 | Time: 1797.72 ms [2022-04-12 01:11:23 main:581] : INFO : Epoch 1582 | loss: 0.0312352 | val_loss: 0.0312364 | Time: 1560.46 ms [2022-04-12 01:11:24 main:581] : INFO : Epoch 1583 | loss: 0.0312342 | val_loss: 0.0312369 | Time: 1542.56 ms [2022-04-12 01:11:26 main:581] : INFO : Epoch 1584 | loss: 0.0312345 | val_loss: 0.0312359 | Time: 1580.27 ms [2022-04-12 01:11:28 main:581] : INFO : Epoch 1585 | loss: 0.0312344 | val_loss: 0.0312367 | Time: 1909.16 ms [2022-04-12 01:11:29 main:581] : INFO : Epoch 1586 | loss: 0.0312342 | val_loss: 0.0312363 | Time: 1664.57 ms [2022-04-12 01:11:31 main:581] : INFO : Epoch 1587 | loss: 0.0312347 | val_loss: 0.0312363 | Time: 1523.87 ms [2022-04-12 01:11:32 main:581] : INFO : Epoch 1588 | loss: 0.0312347 | val_loss: 0.0312357 | Time: 1518.86 ms [2022-04-12 01:11:34 main:581] : INFO : Epoch 1589 | loss: 0.0312351 | val_loss: 0.0312358 | Time: 1773.76 ms [2022-04-12 01:11:36 main:581] : INFO : Epoch 1590 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 1845.25 ms [2022-04-12 01:11:38 main:581] : INFO : Epoch 1591 | loss: 0.0312347 | val_loss: 0.0312358 | Time: 1586.74 ms [2022-04-12 01:11:39 main:581] : INFO : Epoch 1592 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1744.47 ms [2022-04-12 01:11:41 main:581] : INFO : Epoch 1593 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1800.98 ms [2022-04-12 01:11:43 main:581] : INFO : Epoch 1594 | loss: 0.0312342 | val_loss: 0.0312373 | Time: 1656.12 ms [2022-04-12 01:11:45 main:581] : INFO : Epoch 1595 | loss: 0.0312346 | val_loss: 0.0312372 | Time: 1743.61 ms [2022-04-12 01:11:47 main:581] : INFO : Epoch 1596 | loss: 0.0312343 | val_loss: 0.031236 | Time: 2013.23 ms [2022-04-12 01:11:48 main:581] : INFO : Epoch 1597 | loss: 0.031234 | val_loss: 0.031239 | Time: 1687.14 ms [2022-04-12 01:11:50 main:581] : INFO : Epoch 1598 | loss: 0.031237 | val_loss: 0.031236 | Time: 1510.65 ms [2022-04-12 01:11:51 main:581] : INFO : Epoch 1599 | loss: 0.0312355 | val_loss: 0.0312357 | Time: 1547.97 ms [2022-04-12 01:11:53 main:581] : INFO : Epoch 1600 | loss: 0.0312346 | val_loss: 0.0312364 | Time: 1687.22 ms [2022-04-12 01:11:55 main:581] : INFO : Epoch 1601 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 1670.79 ms [2022-04-12 01:11:56 main:581] : INFO : Epoch 1602 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1630.87 ms [2022-04-12 01:11:58 main:581] : INFO : Epoch 1603 | loss: 0.0312341 | val_loss: 0.031236 | Time: 1475.9 ms [2022-04-12 01:11:59 main:581] : INFO : Epoch 1604 | loss: 0.0312338 | val_loss: 0.0312365 | Time: 1561.99 ms [2022-04-12 01:12:01 main:581] : INFO : Epoch 1605 | loss: 0.0312343 | val_loss: 0.0312367 | Time: 1622.24 ms [2022-04-12 01:12:03 main:581] : INFO : Epoch 1606 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 1590.1 ms [2022-04-12 01:12:04 main:581] : INFO : Epoch 1607 | loss: 0.0312347 | val_loss: 0.0312361 | Time: 1517.24 ms [2022-04-12 01:12:06 main:581] : INFO : Epoch 1608 | loss: 0.0312345 | val_loss: 0.0312383 | Time: 1569.48 ms [2022-04-12 01:12:07 main:581] : INFO : Epoch 1609 | loss: 0.0312364 | val_loss: 0.0312364 | Time: 1713.5 ms [2022-04-12 01:12:09 main:581] : INFO : Epoch 1610 | loss: 0.0312346 | val_loss: 0.0312362 | Time: 1693.43 ms [2022-04-12 01:12:11 main:581] : INFO : Epoch 1611 | loss: 0.0312342 | val_loss: 0.0312372 | Time: 1517.95 ms [2022-04-12 01:12:12 main:581] : INFO : Epoch 1612 | loss: 0.0312351 | val_loss: 0.0312365 | Time: 1465.34 ms [2022-04-12 01:12:14 main:581] : INFO : Epoch 1613 | loss: 0.0312351 | val_loss: 0.0312368 | Time: 1714.1 ms [2022-04-12 01:12:16 main:581] : INFO : Epoch 1614 | loss: 0.031235 | val_loss: 0.0312362 | Time: 2095.72 ms [2022-04-12 01:12:17 main:581] : INFO : Epoch 1615 | loss: 0.0312348 | val_loss: 0.0312365 | Time: 1552.82 ms [2022-04-12 01:12:19 main:581] : INFO : Epoch 1616 | loss: 0.0312348 | val_loss: 0.0312365 | Time: 1703.36 ms [2022-04-12 01:12:21 main:581] : INFO : Epoch 1617 | loss: 0.0312361 | val_loss: 0.0312416 | Time: 1481.62 ms [2022-04-12 01:12:22 main:581] : INFO : Epoch 1618 | loss: 0.0312367 | val_loss: 0.0312389 | Time: 1487.55 ms [2022-04-12 01:12:24 main:581] : INFO : Epoch 1619 | loss: 0.0312365 | val_loss: 0.0312466 | Time: 1484.46 ms [2022-04-12 01:12:25 main:581] : INFO : Epoch 1620 | loss: 0.0312387 | val_loss: 0.0312383 | Time: 1523.43 ms [2022-04-12 01:12:27 main:581] : INFO : Epoch 1621 | loss: 0.031235 | val_loss: 0.031236 | Time: 1486.08 ms [2022-04-12 01:12:28 main:581] : INFO : Epoch 1622 | loss: 0.0312342 | val_loss: 0.0312367 | Time: 1543.95 ms [2022-04-12 01:12:30 main:581] : INFO : Epoch 1623 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 1501.59 ms [2022-04-12 01:12:31 main:581] : INFO : Epoch 1624 | loss: 0.0312349 | val_loss: 0.0312376 | Time: 1482.93 ms [2022-04-12 01:12:33 main:581] : INFO : Epoch 1625 | loss: 0.0312356 | val_loss: 0.0312384 | Time: 1632.03 ms [2022-04-12 01:12:34 main:581] : INFO : Epoch 1626 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 1627.09 ms [2022-04-12 01:12:36 main:581] : INFO : Epoch 1627 | loss: 0.0312346 | val_loss: 0.0312365 | Time: 1615.19 ms [2022-04-12 01:12:38 main:581] : INFO : Epoch 1628 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 1571.48 ms [2022-04-12 01:12:39 main:581] : INFO : Epoch 1629 | loss: 0.0312339 | val_loss: 0.0312366 | Time: 1516.28 ms [2022-04-12 01:12:41 main:581] : INFO : Epoch 1630 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 1868.84 ms [2022-04-12 01:12:42 main:581] : INFO : Epoch 1631 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1490.56 ms [2022-04-12 01:12:44 main:581] : INFO : Epoch 1632 | loss: 0.031234 | val_loss: 0.0312369 | Time: 1516.82 ms [2022-04-12 01:12:46 main:581] : INFO : Epoch 1633 | loss: 0.0312341 | val_loss: 0.0312363 | Time: 1748.51 ms [2022-04-12 01:12:47 main:581] : INFO : Epoch 1634 | loss: 0.0312346 | val_loss: 0.0312367 | Time: 1516.82 ms [2022-04-12 01:12:49 main:581] : INFO : Epoch 1635 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1504.4 ms [2022-04-12 01:12:50 main:581] : INFO : Epoch 1636 | loss: 0.0312345 | val_loss: 0.0312369 | Time: 1542.94 ms [2022-04-12 01:12:52 main:581] : INFO : Epoch 1637 | loss: 0.0312338 | val_loss: 0.0312366 | Time: 1541.57 ms [2022-04-12 01:12:53 main:581] : INFO : Epoch 1638 | loss: 0.0312342 | val_loss: 0.0312363 | Time: 1492.99 ms [2022-04-12 01:12:55 main:581] : INFO : Epoch 1639 | loss: 0.0312343 | val_loss: 0.0312371 | Time: 1480.12 ms [2022-04-12 01:12:56 main:581] : INFO : Epoch 1640 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 1525.29 ms [2022-04-12 01:12:58 main:581] : INFO : Epoch 1641 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1480.42 ms [2022-04-12 01:12:59 main:581] : INFO : Epoch 1642 | loss: 0.0312344 | val_loss: 0.0312363 | Time: 1486.34 ms [2022-04-12 01:13:01 main:581] : INFO : Epoch 1643 | loss: 0.0312342 | val_loss: 0.031236 | Time: 1483.36 ms [2022-04-12 01:13:02 main:581] : INFO : Epoch 1644 | loss: 0.0312347 | val_loss: 0.0312399 | Time: 1508.93 ms [2022-04-12 01:13:04 main:581] : INFO : Epoch 1645 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 1487.24 ms [2022-04-12 01:13:05 main:581] : INFO : Epoch 1646 | loss: 0.0312341 | val_loss: 0.0312368 | Time: 1632.94 ms [2022-04-12 01:13:07 main:581] : INFO : Epoch 1647 | loss: 0.0312339 | val_loss: 0.0312371 | Time: 1773.2 ms [2022-04-12 01:13:09 main:581] : INFO : Epoch 1648 | loss: 0.0312346 | val_loss: 0.0312384 | Time: 1661.65 ms [2022-04-12 01:13:10 main:581] : INFO : Epoch 1649 | loss: 0.0312346 | val_loss: 0.0312366 | Time: 1577.24 ms [2022-04-12 01:13:12 main:581] : INFO : Epoch 1650 | loss: 0.0312347 | val_loss: 0.0312372 | Time: 1849.76 ms [2022-04-12 01:13:14 main:581] : INFO : Epoch 1651 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1895.38 ms [2022-04-12 01:13:16 main:581] : INFO : Epoch 1652 | loss: 0.0312341 | val_loss: 0.0312357 | Time: 1647.8 ms [2022-04-12 01:13:17 main:581] : INFO : Epoch 1653 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 1584.44 ms [2022-04-12 01:13:19 main:581] : INFO : Epoch 1654 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1653.46 ms [2022-04-12 01:13:21 main:581] : INFO : Epoch 1655 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1630.5 ms [2022-04-12 01:13:22 main:581] : INFO : Epoch 1656 | loss: 0.0312337 | val_loss: 0.031237 | Time: 1633.62 ms [2022-04-12 01:13:24 main:581] : INFO : Epoch 1657 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1557.59 ms [2022-04-12 01:13:25 main:581] : INFO : Epoch 1658 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 1579.77 ms [2022-04-12 01:13:27 main:581] : INFO : Epoch 1659 | loss: 0.0312341 | val_loss: 0.0312373 | Time: 1602.83 ms [2022-04-12 01:13:29 main:581] : INFO : Epoch 1660 | loss: 0.0312344 | val_loss: 0.0312362 | Time: 1567.53 ms [2022-04-12 01:13:30 main:581] : INFO : Epoch 1661 | loss: 0.0312342 | val_loss: 0.0312362 | Time: 1667.84 ms [2022-04-12 01:13:32 main:581] : INFO : Epoch 1662 | loss: 0.0312348 | val_loss: 0.031236 | Time: 1615.94 ms [2022-04-12 01:13:34 main:581] : INFO : Epoch 1663 | loss: 0.0312341 | val_loss: 0.031236 | Time: 1707.3 ms [2022-04-12 01:13:35 main:581] : INFO : Epoch 1664 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1637.53 ms [2022-04-12 01:13:37 main:581] : INFO : Epoch 1665 | loss: 0.0312342 | val_loss: 0.0312373 | Time: 1518.1 ms [2022-04-12 01:13:38 main:581] : INFO : Epoch 1666 | loss: 0.0312344 | val_loss: 0.0312375 | Time: 1574.02 ms [2022-04-12 01:13:40 main:581] : INFO : Epoch 1667 | loss: 0.0312342 | val_loss: 0.031236 | Time: 1558.67 ms [2022-04-12 01:13:41 main:581] : INFO : Epoch 1668 | loss: 0.0312354 | val_loss: 0.0312359 | Time: 1654.73 ms [2022-04-12 01:13:43 main:581] : INFO : Epoch 1669 | loss: 0.0312341 | val_loss: 0.0312368 | Time: 1654.31 ms [2022-04-12 01:13:45 main:581] : INFO : Epoch 1670 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 1601.24 ms [2022-04-12 01:13:46 main:581] : INFO : Epoch 1671 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1651.78 ms [2022-04-12 01:13:48 main:581] : INFO : Epoch 1672 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1567.07 ms [2022-04-12 01:13:50 main:581] : INFO : Epoch 1673 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 1641.48 ms [2022-04-12 01:13:51 main:581] : INFO : Epoch 1674 | loss: 0.0312341 | val_loss: 0.0312363 | Time: 1798.16 ms [2022-04-12 01:13:53 main:581] : INFO : Epoch 1675 | loss: 0.0312345 | val_loss: 0.031237 | Time: 1564.88 ms [2022-04-12 01:13:55 main:581] : INFO : Epoch 1676 | loss: 0.0312345 | val_loss: 0.0312365 | Time: 1597.26 ms [2022-04-12 01:13:56 main:581] : INFO : Epoch 1677 | loss: 0.0312347 | val_loss: 0.031236 | Time: 1699.33 ms [2022-04-12 01:13:58 main:581] : INFO : Epoch 1678 | loss: 0.031234 | val_loss: 0.0312363 | Time: 1610.09 ms [2022-04-12 01:13:59 main:581] : INFO : Epoch 1679 | loss: 0.0312342 | val_loss: 0.0312368 | Time: 1546.36 ms [2022-04-12 01:14:01 main:581] : INFO : Epoch 1680 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 1574.2 ms [2022-04-12 01:14:03 main:581] : INFO : Epoch 1681 | loss: 0.0312352 | val_loss: 0.0312378 | Time: 1580.01 ms [2022-04-12 01:14:04 main:581] : INFO : Epoch 1682 | loss: 0.031235 | val_loss: 0.0312363 | Time: 1665.38 ms [2022-04-12 01:14:06 main:581] : INFO : Epoch 1683 | loss: 0.0312349 | val_loss: 0.0312358 | Time: 1711.32 ms [2022-04-12 01:14:07 main:581] : INFO : Epoch 1684 | loss: 0.031234 | val_loss: 0.0312361 | Time: 1528.79 ms [2022-04-12 01:14:09 main:581] : INFO : Epoch 1685 | loss: 0.0312339 | val_loss: 0.0312359 | Time: 1553.68 ms [2022-04-12 01:14:11 main:581] : INFO : Epoch 1686 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 1582.76 ms [2022-04-12 01:14:12 main:581] : INFO : Epoch 1687 | loss: 0.031234 | val_loss: 0.0312372 | Time: 1565.7 ms [2022-04-12 01:14:14 main:581] : INFO : Epoch 1688 | loss: 0.0312344 | val_loss: 0.0312359 | Time: 1507.71 ms [2022-04-12 01:14:15 main:581] : INFO : Epoch 1689 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1521.99 ms [2022-04-12 01:14:17 main:581] : INFO : Epoch 1690 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 1574.56 ms [2022-04-12 01:14:18 main:581] : INFO : Epoch 1691 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 1509.54 ms [2022-04-12 01:14:20 main:581] : INFO : Epoch 1692 | loss: 0.0312344 | val_loss: 0.0312363 | Time: 1559.86 ms [2022-04-12 01:14:21 main:581] : INFO : Epoch 1693 | loss: 0.0312338 | val_loss: 0.0312369 | Time: 1584.04 ms [2022-04-12 01:14:23 main:581] : INFO : Epoch 1694 | loss: 0.0312344 | val_loss: 0.0312358 | Time: 1582.14 ms [2022-04-12 01:14:25 main:581] : INFO : Epoch 1695 | loss: 0.031234 | val_loss: 0.031236 | Time: 1573.44 ms [2022-04-12 01:14:26 main:581] : INFO : Epoch 1696 | loss: 0.0312346 | val_loss: 0.031236 | Time: 1538.82 ms [2022-04-12 01:14:28 main:581] : INFO : Epoch 1697 | loss: 0.0312344 | val_loss: 0.0312358 | Time: 1621.98 ms [2022-04-12 01:14:29 main:581] : INFO : Epoch 1698 | loss: 0.0312341 | val_loss: 0.031236 | Time: 1593.08 ms [2022-04-12 01:14:31 main:581] : INFO : Epoch 1699 | loss: 0.0312349 | val_loss: 0.0312373 | Time: 1587.58 ms [2022-04-12 01:14:32 main:581] : INFO : Epoch 1700 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 1545.11 ms [2022-04-12 01:14:34 main:581] : INFO : Epoch 1701 | loss: 0.031235 | val_loss: 0.0312363 | Time: 1546.04 ms [2022-04-12 01:14:36 main:581] : INFO : Epoch 1702 | loss: 0.0312363 | val_loss: 0.0312398 | Time: 1559.78 ms [2022-04-12 01:14:37 main:581] : INFO : Epoch 1703 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 1482.1 ms [2022-04-12 01:14:39 main:581] : INFO : Epoch 1704 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 1492.87 ms [2022-04-12 01:14:40 main:581] : INFO : Epoch 1705 | loss: 0.0312344 | val_loss: 0.0312367 | Time: 1491.48 ms [2022-04-12 01:14:42 main:581] : INFO : Epoch 1706 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 1716.12 ms [2022-04-12 01:14:43 main:581] : INFO : Epoch 1707 | loss: 0.0312345 | val_loss: 0.0312365 | Time: 1557.67 ms [2022-04-12 01:14:45 main:581] : INFO : Epoch 1708 | loss: 0.0312351 | val_loss: 0.0312386 | Time: 1778.15 ms [2022-04-12 01:14:47 main:581] : INFO : Epoch 1709 | loss: 0.0312375 | val_loss: 0.0312425 | Time: 1471.51 ms [2022-04-12 01:14:48 main:581] : INFO : Epoch 1710 | loss: 0.0312366 | val_loss: 0.0312384 | Time: 1521.51 ms [2022-04-12 01:14:50 main:581] : INFO : Epoch 1711 | loss: 0.0312352 | val_loss: 0.0312374 | Time: 1916.8 ms [2022-04-12 01:14:52 main:581] : INFO : Epoch 1712 | loss: 0.0312351 | val_loss: 0.0312366 | Time: 1498.21 ms [2022-04-12 01:14:53 main:581] : INFO : Epoch 1713 | loss: 0.0312354 | val_loss: 0.0312392 | Time: 1503.81 ms [2022-04-12 01:14:55 main:581] : INFO : Epoch 1714 | loss: 0.0312926 | val_loss: 0.0317427 | Time: 1479.71 ms [2022-04-12 01:14:56 main:581] : INFO : Epoch 1715 | loss: 0.0342139 | val_loss: 0.0325977 | Time: 1520.75 ms [2022-04-12 01:14:58 main:581] : INFO : Epoch 1716 | loss: 0.0320044 | val_loss: 0.0313987 | Time: 1474.18 ms [2022-04-12 01:14:59 main:581] : INFO : Epoch 1717 | loss: 0.031313 | val_loss: 0.0312566 | Time: 1476.23 ms [2022-04-12 01:15:00 main:581] : INFO : Epoch 1718 | loss: 0.0312476 | val_loss: 0.0312386 | Time: 1475.96 ms [2022-04-12 01:15:02 main:581] : INFO : Epoch 1719 | loss: 0.0312377 | val_loss: 0.0312371 | Time: 1474.24 ms [2022-04-12 01:15:03 main:581] : INFO : Epoch 1720 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 1473.08 ms [2022-04-12 01:15:05 main:581] : INFO : Epoch 1721 | loss: 0.0312347 | val_loss: 0.0312364 | Time: 1473.89 ms [2022-04-12 01:15:06 main:581] : INFO : Epoch 1722 | loss: 0.0312344 | val_loss: 0.0312364 | Time: 1472.87 ms [2022-04-12 01:15:08 main:581] : INFO : Epoch 1723 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 1506.91 ms [2022-04-12 01:15:09 main:581] : INFO : Epoch 1724 | loss: 0.031235 | val_loss: 0.0312362 | Time: 1589.96 ms [2022-04-12 01:15:11 main:581] : INFO : Epoch 1725 | loss: 0.0312346 | val_loss: 0.0312367 | Time: 1737.91 ms [2022-04-12 01:15:13 main:581] : INFO : Epoch 1726 | loss: 0.0312343 | val_loss: 0.0312367 | Time: 2251.13 ms [2022-04-12 01:15:15 main:581] : INFO : Epoch 1727 | loss: 0.0312342 | val_loss: 0.0312362 | Time: 1474.47 ms [2022-04-12 01:15:16 main:581] : INFO : Epoch 1728 | loss: 0.031234 | val_loss: 0.0312368 | Time: 1565.5 ms [2022-04-12 01:15:18 main:581] : INFO : Epoch 1729 | loss: 0.031234 | val_loss: 0.0312368 | Time: 1483.08 ms [2022-04-12 01:15:19 main:581] : INFO : Epoch 1730 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 1480.31 ms [2022-04-12 01:15:21 main:581] : INFO : Epoch 1731 | loss: 0.0312343 | val_loss: 0.0312364 | Time: 1474.41 ms [2022-04-12 01:15:22 main:581] : INFO : Epoch 1732 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 1487.79 ms [2022-04-12 01:15:24 main:581] : INFO : Epoch 1733 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 2011.52 ms [2022-04-12 01:15:26 main:581] : INFO : Epoch 1734 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1761.13 ms [2022-04-12 01:15:28 main:581] : INFO : Epoch 1735 | loss: 0.031234 | val_loss: 0.0312361 | Time: 1475.66 ms [2022-04-12 01:15:29 main:581] : INFO : Epoch 1736 | loss: 0.031234 | val_loss: 0.0312361 | Time: 1494.19 ms [2022-04-12 01:15:31 main:581] : INFO : Epoch 1737 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1661.51 ms [2022-04-12 01:15:32 main:581] : INFO : Epoch 1738 | loss: 0.031234 | val_loss: 0.0312369 | Time: 1620.51 ms [2022-04-12 01:15:36 main:581] : INFO : Epoch 1739 | loss: 0.0312343 | val_loss: 0.0312363 | Time: 3223.01 ms [2022-04-12 01:15:37 main:581] : INFO : Epoch 1740 | loss: 0.031234 | val_loss: 0.0312384 | Time: 1565.62 ms [2022-04-12 01:15:39 main:581] : INFO : Epoch 1741 | loss: 0.0312347 | val_loss: 0.0312364 | Time: 1499.71 ms [2022-04-12 01:15:40 main:581] : INFO : Epoch 1742 | loss: 0.031234 | val_loss: 0.031236 | Time: 1475.71 ms [2022-04-12 01:15:42 main:581] : INFO : Epoch 1743 | loss: 0.0312341 | val_loss: 0.0312377 | Time: 2027.92 ms [2022-04-12 01:15:44 main:581] : INFO : Epoch 1744 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 1672.29 ms [2022-04-12 01:15:45 main:581] : INFO : Epoch 1745 | loss: 0.0312342 | val_loss: 0.0312375 | Time: 1532.51 ms [2022-04-12 01:15:47 main:581] : INFO : Epoch 1746 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 1479.21 ms [2022-04-12 01:15:49 main:581] : INFO : Epoch 1747 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 2170.73 ms [2022-04-12 01:15:51 main:581] : INFO : Epoch 1748 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 1588.16 ms [2022-04-12 01:15:52 main:581] : INFO : Epoch 1749 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1561.87 ms [2022-04-12 01:15:54 main:581] : INFO : Epoch 1750 | loss: 0.031234 | val_loss: 0.0312364 | Time: 1492.28 ms [2022-04-12 01:15:55 main:581] : INFO : Epoch 1751 | loss: 0.0312339 | val_loss: 0.031236 | Time: 1613.69 ms [2022-04-12 01:15:57 main:581] : INFO : Epoch 1752 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 1709.6 ms [2022-04-12 01:15:59 main:581] : INFO : Epoch 1753 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 1502.31 ms [2022-04-12 01:16:00 main:581] : INFO : Epoch 1754 | loss: 0.0312338 | val_loss: 0.031236 | Time: 1495.36 ms [2022-04-12 01:16:02 main:581] : INFO : Epoch 1755 | loss: 0.0312345 | val_loss: 0.0312364 | Time: 1543.15 ms [2022-04-12 01:16:03 main:581] : INFO : Epoch 1756 | loss: 0.0312343 | val_loss: 0.0312367 | Time: 1642.23 ms [2022-04-12 01:16:05 main:581] : INFO : Epoch 1757 | loss: 0.031235 | val_loss: 0.031236 | Time: 1601.88 ms [2022-04-12 01:16:06 main:581] : INFO : Epoch 1758 | loss: 0.0312339 | val_loss: 0.0312369 | Time: 1475.12 ms [2022-04-12 01:16:08 main:581] : INFO : Epoch 1759 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 1483.01 ms [2022-04-12 01:16:09 main:581] : INFO : Epoch 1760 | loss: 0.031234 | val_loss: 0.0312363 | Time: 1557.15 ms [2022-04-12 01:16:11 main:581] : INFO : Epoch 1761 | loss: 0.0312341 | val_loss: 0.0312379 | Time: 1487.26 ms [2022-04-12 01:16:12 main:581] : INFO : Epoch 1762 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 1474.41 ms [2022-04-12 01:16:14 main:581] : INFO : Epoch 1763 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 1576.91 ms [2022-04-12 01:16:16 main:581] : INFO : Epoch 1764 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 1637.16 ms [2022-04-12 01:16:17 main:581] : INFO : Epoch 1765 | loss: 0.0312341 | val_loss: 0.0312367 | Time: 1475.03 ms [2022-04-12 01:16:18 main:581] : INFO : Epoch 1766 | loss: 0.0312351 | val_loss: 0.0312369 | Time: 1473.6 ms [2022-04-12 01:16:20 main:581] : INFO : Epoch 1767 | loss: 0.031234 | val_loss: 0.031237 | Time: 1483.33 ms [2022-04-12 01:16:21 main:581] : INFO : Epoch 1768 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 1479.03 ms [2022-04-12 01:16:23 main:581] : INFO : Epoch 1769 | loss: 0.0312339 | val_loss: 0.031236 | Time: 1499.1 ms [2022-04-12 01:16:24 main:581] : INFO : Epoch 1770 | loss: 0.0312339 | val_loss: 0.0312371 | Time: 1483.16 ms [2022-04-12 01:16:26 main:581] : INFO : Epoch 1771 | loss: 0.0312352 | val_loss: 0.0312383 | Time: 1492.03 ms [2022-04-12 01:16:27 main:581] : INFO : Epoch 1772 | loss: 0.031235 | val_loss: 0.0312362 | Time: 1490.33 ms [2022-04-12 01:16:29 main:581] : INFO : Epoch 1773 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 1515.47 ms [2022-04-12 01:16:30 main:581] : INFO : Epoch 1774 | loss: 0.0312349 | val_loss: 0.0312373 | Time: 1478.97 ms [2022-04-12 01:16:32 main:581] : INFO : Epoch 1775 | loss: 0.0312346 | val_loss: 0.0312366 | Time: 1482.34 ms [2022-04-12 01:16:33 main:581] : INFO : Epoch 1776 | loss: 0.0312347 | val_loss: 0.031236 | Time: 1486.61 ms [2022-04-12 01:16:35 main:581] : INFO : Epoch 1777 | loss: 0.0312345 | val_loss: 0.0312363 | Time: 1493.25 ms [2022-04-12 01:16:36 main:581] : INFO : Epoch 1778 | loss: 0.0312339 | val_loss: 0.0312363 | Time: 1506.03 ms [2022-04-12 01:16:38 main:581] : INFO : Epoch 1779 | loss: 0.031234 | val_loss: 0.0312371 | Time: 1496.67 ms [2022-04-12 01:16:39 main:581] : INFO : Epoch 1780 | loss: 0.031234 | val_loss: 0.031236 | Time: 1482.6 ms [2022-04-12 01:16:41 main:581] : INFO : Epoch 1781 | loss: 0.0312339 | val_loss: 0.031236 | Time: 1476.13 ms [2022-04-12 01:16:42 main:581] : INFO : Epoch 1782 | loss: 0.031234 | val_loss: 0.0312361 | Time: 1504.52 ms [2022-04-12 01:16:44 main:581] : INFO : Epoch 1783 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1619.8 ms [2022-04-12 01:16:45 main:581] : INFO : Epoch 1784 | loss: 0.031234 | val_loss: 0.0312359 | Time: 1485.04 ms [2022-04-12 01:16:47 main:581] : INFO : Epoch 1785 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1510.94 ms [2022-04-12 01:16:48 main:581] : INFO : Epoch 1786 | loss: 0.0312339 | val_loss: 0.0312359 | Time: 1514.64 ms [2022-04-12 01:16:50 main:581] : INFO : Epoch 1787 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 1595.12 ms [2022-04-12 01:16:52 main:581] : INFO : Epoch 1788 | loss: 0.0312338 | val_loss: 0.0312359 | Time: 1484.02 ms [2022-04-12 01:16:53 main:581] : INFO : Epoch 1789 | loss: 0.0312345 | val_loss: 0.0312359 | Time: 1521.83 ms [2022-04-12 01:16:55 main:581] : INFO : Epoch 1790 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1660.4 ms [2022-04-12 01:16:56 main:581] : INFO : Epoch 1791 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1487.06 ms [2022-04-12 01:16:58 main:581] : INFO : Epoch 1792 | loss: 0.0312338 | val_loss: 0.0312363 | Time: 1650.23 ms [2022-04-12 01:16:59 main:581] : INFO : Epoch 1793 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1585.93 ms [2022-04-12 01:17:01 main:581] : INFO : Epoch 1794 | loss: 0.0312343 | val_loss: 0.0312367 | Time: 1517.56 ms [2022-04-12 01:17:03 main:581] : INFO : Epoch 1795 | loss: 0.0312341 | val_loss: 0.031237 | Time: 1739.44 ms [2022-04-12 01:17:04 main:581] : INFO : Epoch 1796 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 1756.98 ms [2022-04-12 01:17:06 main:581] : INFO : Epoch 1797 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 1739.79 ms [2022-04-12 01:17:08 main:581] : INFO : Epoch 1798 | loss: 0.0312345 | val_loss: 0.0312359 | Time: 1769.88 ms [2022-04-12 01:17:10 main:581] : INFO : Epoch 1799 | loss: 0.0312341 | val_loss: 0.0312364 | Time: 1635.66 ms [2022-04-12 01:17:11 main:581] : INFO : Epoch 1800 | loss: 0.0312337 | val_loss: 0.0312359 | Time: 1570.48 ms [2022-04-12 01:17:13 main:581] : INFO : Epoch 1801 | loss: 0.0312341 | val_loss: 0.031236 | Time: 1644.79 ms [2022-04-12 01:17:14 main:581] : INFO : Epoch 1802 | loss: 0.0312346 | val_loss: 0.0312374 | Time: 1591.49 ms [2022-04-12 01:17:16 main:581] : INFO : Epoch 1803 | loss: 0.0312342 | val_loss: 0.0312365 | Time: 1534.68 ms [2022-04-12 01:17:18 main:581] : INFO : Epoch 1804 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1726.69 ms [2022-04-12 01:17:20 main:581] : INFO : Epoch 1805 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1852.7 ms [2022-04-12 01:17:21 main:581] : INFO : Epoch 1806 | loss: 0.0312346 | val_loss: 0.0312364 | Time: 1658.41 ms [2022-04-12 01:17:23 main:581] : INFO : Epoch 1807 | loss: 0.031234 | val_loss: 0.0312363 | Time: 1523.55 ms [2022-04-12 01:17:24 main:581] : INFO : Epoch 1808 | loss: 0.0312344 | val_loss: 0.0312364 | Time: 1513.54 ms [2022-04-12 01:17:26 main:581] : INFO : Epoch 1809 | loss: 0.0312347 | val_loss: 0.0312364 | Time: 1486.01 ms [2022-04-12 01:17:27 main:581] : INFO : Epoch 1810 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 1481.41 ms [2022-04-12 01:17:29 main:581] : INFO : Epoch 1811 | loss: 0.0312345 | val_loss: 0.0312374 | Time: 1502.27 ms [2022-04-12 01:17:30 main:581] : INFO : Epoch 1812 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 1708.81 ms [2022-04-12 01:17:32 main:581] : INFO : Epoch 1813 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 1478.2 ms [2022-04-12 01:17:33 main:581] : INFO : Epoch 1814 | loss: 0.0312339 | val_loss: 0.0312363 | Time: 1480.21 ms [2022-04-12 01:17:35 main:581] : INFO : Epoch 1815 | loss: 0.031234 | val_loss: 0.0312374 | Time: 1476.18 ms [2022-04-12 01:17:36 main:581] : INFO : Epoch 1816 | loss: 0.0312349 | val_loss: 0.0312362 | Time: 1615.97 ms [2022-04-12 01:17:38 main:581] : INFO : Epoch 1817 | loss: 0.0312343 | val_loss: 0.0312364 | Time: 1509.57 ms [2022-04-12 01:17:40 main:581] : INFO : Epoch 1818 | loss: 0.0312341 | val_loss: 0.0312363 | Time: 1672.06 ms [2022-04-12 01:17:41 main:581] : INFO : Epoch 1819 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 1530.25 ms [2022-04-12 01:17:43 main:581] : INFO : Epoch 1820 | loss: 0.0312345 | val_loss: 0.0312364 | Time: 1498.87 ms [2022-04-12 01:17:44 main:581] : INFO : Epoch 1821 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1658.22 ms [2022-04-12 01:17:46 main:581] : INFO : Epoch 1822 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1487.64 ms [2022-04-12 01:17:47 main:581] : INFO : Epoch 1823 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1589.99 ms [2022-04-12 01:17:49 main:581] : INFO : Epoch 1824 | loss: 0.031234 | val_loss: 0.0312363 | Time: 1661.49 ms [2022-04-12 01:17:51 main:581] : INFO : Epoch 1825 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 1730.43 ms [2022-04-12 01:17:52 main:581] : INFO : Epoch 1826 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 1679.13 ms [2022-04-12 01:17:54 main:581] : INFO : Epoch 1827 | loss: 0.0312341 | val_loss: 0.0312367 | Time: 1738.33 ms [2022-04-12 01:17:56 main:581] : INFO : Epoch 1828 | loss: 0.0312343 | val_loss: 0.0312366 | Time: 1595.86 ms [2022-04-12 01:17:57 main:581] : INFO : Epoch 1829 | loss: 0.0312342 | val_loss: 0.0312363 | Time: 1661.99 ms [2022-04-12 01:17:59 main:581] : INFO : Epoch 1830 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1552.88 ms [2022-04-12 01:18:01 main:581] : INFO : Epoch 1831 | loss: 0.0312341 | val_loss: 0.0312364 | Time: 1812.54 ms [2022-04-12 01:18:02 main:581] : INFO : Epoch 1832 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1553.18 ms [2022-04-12 01:18:04 main:581] : INFO : Epoch 1833 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 1709.42 ms [2022-04-12 01:18:06 main:581] : INFO : Epoch 1834 | loss: 0.0312348 | val_loss: 0.0312363 | Time: 1724.22 ms [2022-04-12 01:18:07 main:581] : INFO : Epoch 1835 | loss: 0.0312344 | val_loss: 0.0312362 | Time: 1656.12 ms [2022-04-12 01:18:09 main:581] : INFO : Epoch 1836 | loss: 0.0312345 | val_loss: 0.0312363 | Time: 1576.41 ms [2022-04-12 01:18:11 main:581] : INFO : Epoch 1837 | loss: 0.0312359 | val_loss: 0.0312371 | Time: 1537.67 ms [2022-04-12 01:18:12 main:581] : INFO : Epoch 1838 | loss: 0.0312345 | val_loss: 0.0312365 | Time: 1581.3 ms [2022-04-12 01:18:14 main:581] : INFO : Epoch 1839 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1598.48 ms [2022-04-12 01:18:16 main:581] : INFO : Epoch 1840 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 1887.23 ms [2022-04-12 01:18:17 main:581] : INFO : Epoch 1841 | loss: 0.031234 | val_loss: 0.0312359 | Time: 1698.63 ms [2022-04-12 01:18:19 main:581] : INFO : Epoch 1842 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 1518.86 ms [2022-04-12 01:18:21 main:581] : INFO : Epoch 1843 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1741.69 ms [2022-04-12 01:18:22 main:581] : INFO : Epoch 1844 | loss: 0.0312342 | val_loss: 0.031237 | Time: 1609.4 ms [2022-04-12 01:18:24 main:581] : INFO : Epoch 1845 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 1623.33 ms [2022-04-12 01:18:26 main:581] : INFO : Epoch 1846 | loss: 0.031234 | val_loss: 0.0312359 | Time: 1669.01 ms [2022-04-12 01:18:28 main:581] : INFO : Epoch 1847 | loss: 0.031234 | val_loss: 0.0312401 | Time: 2025.12 ms [2022-04-12 01:18:29 main:581] : INFO : Epoch 1848 | loss: 0.0312345 | val_loss: 0.0312382 | Time: 1824.1 ms [2022-04-12 01:18:31 main:581] : INFO : Epoch 1849 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1703.22 ms [2022-04-12 01:18:33 main:581] : INFO : Epoch 1850 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 1788.27 ms [2022-04-12 01:18:35 main:581] : INFO : Epoch 1851 | loss: 0.031234 | val_loss: 0.0312359 | Time: 2040.28 ms [2022-04-12 01:18:37 main:581] : INFO : Epoch 1852 | loss: 0.0312342 | val_loss: 0.0312362 | Time: 1600.36 ms [2022-04-12 01:18:38 main:581] : INFO : Epoch 1853 | loss: 0.031234 | val_loss: 0.0312359 | Time: 1602.8 ms [2022-04-12 01:18:40 main:581] : INFO : Epoch 1854 | loss: 0.0312343 | val_loss: 0.031237 | Time: 1494.33 ms [2022-04-12 01:18:41 main:581] : INFO : Epoch 1855 | loss: 0.0312346 | val_loss: 0.0312372 | Time: 1485.96 ms [2022-04-12 01:18:43 main:581] : INFO : Epoch 1856 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1554 ms [2022-04-12 01:18:44 main:581] : INFO : Epoch 1857 | loss: 0.0312338 | val_loss: 0.0312363 | Time: 1491.81 ms [2022-04-12 01:18:46 main:581] : INFO : Epoch 1858 | loss: 0.0312342 | val_loss: 0.0312367 | Time: 1481.58 ms [2022-04-12 01:18:47 main:581] : INFO : Epoch 1859 | loss: 0.0312349 | val_loss: 0.0312361 | Time: 1486.07 ms [2022-04-12 01:18:49 main:581] : INFO : Epoch 1860 | loss: 0.0312345 | val_loss: 0.0312359 | Time: 1533.99 ms [2022-04-12 01:18:50 main:581] : INFO : Epoch 1861 | loss: 0.0312341 | val_loss: 0.031236 | Time: 1486.84 ms [2022-04-12 01:18:52 main:581] : INFO : Epoch 1862 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 1480.93 ms [2022-04-12 01:18:53 main:581] : INFO : Epoch 1863 | loss: 0.0312346 | val_loss: 0.0312362 | Time: 1527.97 ms [2022-04-12 01:18:55 main:581] : INFO : Epoch 1864 | loss: 0.0312347 | val_loss: 0.0312361 | Time: 1482.41 ms [2022-04-12 01:18:56 main:581] : INFO : Epoch 1865 | loss: 0.0312342 | val_loss: 0.031236 | Time: 1488.65 ms [2022-04-12 01:18:58 main:581] : INFO : Epoch 1866 | loss: 0.031234 | val_loss: 0.0312358 | Time: 1530.17 ms [2022-04-12 01:18:59 main:581] : INFO : Epoch 1867 | loss: 0.0312339 | val_loss: 0.0312369 | Time: 1481.49 ms [2022-04-12 01:19:01 main:581] : INFO : Epoch 1868 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 1481.35 ms [2022-04-12 01:19:02 main:581] : INFO : Epoch 1869 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 1594.38 ms [2022-04-12 01:19:04 main:581] : INFO : Epoch 1870 | loss: 0.031234 | val_loss: 0.0312359 | Time: 1479.63 ms [2022-04-12 01:19:05 main:581] : INFO : Epoch 1871 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1478.16 ms [2022-04-12 01:19:07 main:581] : INFO : Epoch 1872 | loss: 0.0312347 | val_loss: 0.0312379 | Time: 1504.21 ms [2022-04-12 01:19:08 main:581] : INFO : Epoch 1873 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 1809.68 ms [2022-04-12 01:19:10 main:581] : INFO : Epoch 1874 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 1661.6 ms [2022-04-12 01:19:12 main:581] : INFO : Epoch 1875 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 1986.72 ms [2022-04-12 01:19:14 main:581] : INFO : Epoch 1876 | loss: 0.0312338 | val_loss: 0.0312376 | Time: 1722.84 ms [2022-04-12 01:19:16 main:581] : INFO : Epoch 1877 | loss: 0.0312343 | val_loss: 0.0312366 | Time: 1717.99 ms [2022-04-12 01:19:17 main:581] : INFO : Epoch 1878 | loss: 0.0312352 | val_loss: 0.0312366 | Time: 1650.53 ms [2022-04-12 01:19:19 main:581] : INFO : Epoch 1879 | loss: 0.0312353 | val_loss: 0.0312384 | Time: 1549.93 ms [2022-04-12 01:19:20 main:581] : INFO : Epoch 1880 | loss: 0.0312347 | val_loss: 0.031236 | Time: 1552.4 ms [2022-04-12 01:19:22 main:581] : INFO : Epoch 1881 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1632.15 ms [2022-04-12 01:19:24 main:581] : INFO : Epoch 1882 | loss: 0.0312343 | val_loss: 0.0312371 | Time: 1651.32 ms [2022-04-12 01:19:25 main:581] : INFO : Epoch 1883 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1690.31 ms [2022-04-12 01:19:27 main:581] : INFO : Epoch 1884 | loss: 0.0312343 | val_loss: 0.0312374 | Time: 1904.09 ms [2022-04-12 01:19:29 main:581] : INFO : Epoch 1885 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 1670.38 ms [2022-04-12 01:19:30 main:581] : INFO : Epoch 1886 | loss: 0.0312344 | val_loss: 0.0312361 | Time: 1481.31 ms [2022-04-12 01:19:32 main:581] : INFO : Epoch 1887 | loss: 0.0312347 | val_loss: 0.0312363 | Time: 1714.12 ms [2022-04-12 01:19:34 main:581] : INFO : Epoch 1888 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 1497.45 ms [2022-04-12 01:19:35 main:581] : INFO : Epoch 1889 | loss: 0.0312342 | val_loss: 0.0312372 | Time: 1528.12 ms [2022-04-12 01:19:37 main:581] : INFO : Epoch 1890 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1535.92 ms [2022-04-12 01:19:38 main:581] : INFO : Epoch 1891 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1588.13 ms [2022-04-12 01:19:40 main:581] : INFO : Epoch 1892 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1479.19 ms [2022-04-12 01:19:41 main:581] : INFO : Epoch 1893 | loss: 0.0312342 | val_loss: 0.0312363 | Time: 1554.16 ms [2022-04-12 01:19:43 main:581] : INFO : Epoch 1894 | loss: 0.0312341 | val_loss: 0.031237 | Time: 1738.39 ms [2022-04-12 01:19:45 main:581] : INFO : Epoch 1895 | loss: 0.0312345 | val_loss: 0.0312386 | Time: 1821.67 ms [2022-04-12 01:19:46 main:581] : INFO : Epoch 1896 | loss: 0.0312354 | val_loss: 0.031237 | Time: 1661.79 ms [2022-04-12 01:19:48 main:581] : INFO : Epoch 1897 | loss: 0.0312348 | val_loss: 0.0312371 | Time: 1625.02 ms [2022-04-12 01:19:50 main:581] : INFO : Epoch 1898 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1644.64 ms [2022-04-12 01:19:51 main:581] : INFO : Epoch 1899 | loss: 0.0312342 | val_loss: 0.0312365 | Time: 1642.37 ms [2022-04-12 01:19:53 main:581] : INFO : Epoch 1900 | loss: 0.0312343 | val_loss: 0.0312363 | Time: 1515.19 ms [2022-04-12 01:19:54 main:581] : INFO : Epoch 1901 | loss: 0.0312341 | val_loss: 0.031236 | Time: 1559.85 ms [2022-04-12 01:19:56 main:581] : INFO : Epoch 1902 | loss: 0.031234 | val_loss: 0.0312376 | Time: 1753.31 ms [2022-04-12 01:19:58 main:581] : INFO : Epoch 1903 | loss: 0.0312345 | val_loss: 0.0312363 | Time: 1549.86 ms [2022-04-12 01:19:59 main:581] : INFO : Epoch 1904 | loss: 0.0312352 | val_loss: 0.0312377 | Time: 1600.86 ms [2022-04-12 01:20:01 main:581] : INFO : Epoch 1905 | loss: 0.0312345 | val_loss: 0.0312377 | Time: 1667.59 ms [2022-04-12 01:20:03 main:581] : INFO : Epoch 1906 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 1592.58 ms [2022-04-12 01:20:04 main:581] : INFO : Epoch 1907 | loss: 0.0312341 | val_loss: 0.0312363 | Time: 1527.79 ms [2022-04-12 01:20:06 main:581] : INFO : Epoch 1908 | loss: 0.0312341 | val_loss: 0.0312368 | Time: 1491.76 ms [2022-04-12 01:20:07 main:581] : INFO : Epoch 1909 | loss: 0.0312342 | val_loss: 0.0312367 | Time: 1613.33 ms [2022-04-12 01:20:09 main:581] : INFO : Epoch 1910 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1838.85 ms [2022-04-12 01:20:11 main:581] : INFO : Epoch 1911 | loss: 0.0312342 | val_loss: 0.0312379 | Time: 1525.78 ms [2022-04-12 01:20:12 main:581] : INFO : Epoch 1912 | loss: 0.031234 | val_loss: 0.031236 | Time: 1666.45 ms [2022-04-12 01:20:14 main:581] : INFO : Epoch 1913 | loss: 0.0312351 | val_loss: 0.031236 | Time: 1631.62 ms [2022-04-12 01:20:16 main:581] : INFO : Epoch 1914 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1991.86 ms [2022-04-12 01:20:18 main:581] : INFO : Epoch 1915 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 1726.88 ms [2022-04-12 01:20:19 main:581] : INFO : Epoch 1916 | loss: 0.031234 | val_loss: 0.0312361 | Time: 1844.43 ms [2022-04-12 01:20:21 main:581] : INFO : Epoch 1917 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 1641.01 ms [2022-04-12 01:20:23 main:581] : INFO : Epoch 1918 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1486.13 ms [2022-04-12 01:20:24 main:581] : INFO : Epoch 1919 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1840.87 ms [2022-04-12 01:20:26 main:581] : INFO : Epoch 1920 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1590.95 ms [2022-04-12 01:20:28 main:581] : INFO : Epoch 1921 | loss: 0.0312344 | val_loss: 0.0312382 | Time: 1503.71 ms [2022-04-12 01:20:29 main:581] : INFO : Epoch 1922 | loss: 0.0312343 | val_loss: 0.0312364 | Time: 1624.68 ms [2022-04-12 01:20:31 main:581] : INFO : Epoch 1923 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 1663.81 ms [2022-04-12 01:20:33 main:581] : INFO : Epoch 1924 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 1969.31 ms [2022-04-12 01:20:34 main:581] : INFO : Epoch 1925 | loss: 0.0312339 | val_loss: 0.0312359 | Time: 1545.07 ms [2022-04-12 01:20:36 main:581] : INFO : Epoch 1926 | loss: 0.0312341 | val_loss: 0.031239 | Time: 1483.99 ms [2022-04-12 01:20:37 main:581] : INFO : Epoch 1927 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 1478.74 ms [2022-04-12 01:20:39 main:581] : INFO : Epoch 1928 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 1588.1 ms [2022-04-12 01:20:41 main:581] : INFO : Epoch 1929 | loss: 0.0312338 | val_loss: 0.0312364 | Time: 1752.72 ms [2022-04-12 01:20:42 main:581] : INFO : Epoch 1930 | loss: 0.0312351 | val_loss: 0.0312362 | Time: 1694.55 ms [2022-04-12 01:20:44 main:581] : INFO : Epoch 1931 | loss: 0.0312339 | val_loss: 0.031236 | Time: 1604.05 ms [2022-04-12 01:20:46 main:581] : INFO : Epoch 1932 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1726.24 ms [2022-04-12 01:20:47 main:581] : INFO : Epoch 1933 | loss: 0.0312338 | val_loss: 0.031237 | Time: 1763.3 ms [2022-04-12 01:20:49 main:581] : INFO : Epoch 1934 | loss: 0.0312346 | val_loss: 0.0312374 | Time: 1843.55 ms [2022-04-12 01:20:51 main:581] : INFO : Epoch 1935 | loss: 0.0312349 | val_loss: 0.0312361 | Time: 1510.23 ms [2022-04-12 01:20:52 main:581] : INFO : Epoch 1936 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 1556.53 ms [2022-04-12 01:20:54 main:581] : INFO : Epoch 1937 | loss: 0.0312342 | val_loss: 0.031236 | Time: 1632.75 ms [2022-04-12 01:20:56 main:581] : INFO : Epoch 1938 | loss: 0.031235 | val_loss: 0.0312361 | Time: 1715.34 ms [2022-04-12 01:20:57 main:581] : INFO : Epoch 1939 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 1672.82 ms [2022-04-12 01:20:59 main:581] : INFO : Epoch 1940 | loss: 0.0312358 | val_loss: 0.0312383 | Time: 1535.86 ms [2022-04-12 01:21:00 main:581] : INFO : Epoch 1941 | loss: 0.0312367 | val_loss: 0.0312386 | Time: 1487.71 ms [2022-04-12 01:21:02 main:581] : INFO : Epoch 1942 | loss: 0.0312348 | val_loss: 0.031236 | Time: 1473.5 ms [2022-04-12 01:21:03 main:581] : INFO : Epoch 1943 | loss: 0.0312338 | val_loss: 0.031236 | Time: 1592.52 ms [2022-04-12 01:21:05 main:581] : INFO : Epoch 1944 | loss: 0.0312348 | val_loss: 0.0312369 | Time: 1471.54 ms [2022-04-12 01:21:07 main:581] : INFO : Epoch 1945 | loss: 0.0312349 | val_loss: 0.031236 | Time: 2256.52 ms [2022-04-12 01:21:09 main:581] : INFO : Epoch 1946 | loss: 0.0312341 | val_loss: 0.0312363 | Time: 1483.19 ms [2022-04-12 01:21:10 main:581] : INFO : Epoch 1947 | loss: 0.0312343 | val_loss: 0.0312363 | Time: 1562.36 ms [2022-04-12 01:21:12 main:581] : INFO : Epoch 1948 | loss: 0.0312341 | val_loss: 0.0312367 | Time: 1584.69 ms [2022-04-12 01:21:13 main:581] : INFO : Epoch 1949 | loss: 0.0312342 | val_loss: 0.0312365 | Time: 1557.03 ms [2022-04-12 01:21:15 main:581] : INFO : Epoch 1950 | loss: 0.0312344 | val_loss: 0.031236 | Time: 2098.47 ms [2022-04-12 01:21:17 main:581] : INFO : Epoch 1951 | loss: 0.031234 | val_loss: 0.0312358 | Time: 1520.41 ms [2022-04-12 01:21:19 main:581] : INFO : Epoch 1952 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1614.39 ms [2022-04-12 01:21:20 main:581] : INFO : Epoch 1953 | loss: 0.0312344 | val_loss: 0.0312381 | Time: 1635.27 ms [2022-04-12 01:21:22 main:581] : INFO : Epoch 1954 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1704.23 ms [2022-04-12 01:21:23 main:581] : INFO : Epoch 1955 | loss: 0.0312351 | val_loss: 0.0312359 | Time: 1509.25 ms [2022-04-12 01:21:25 main:581] : INFO : Epoch 1956 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 1491.4 ms [2022-04-12 01:21:26 main:581] : INFO : Epoch 1957 | loss: 0.0312349 | val_loss: 0.0312377 | Time: 1535.51 ms [2022-04-12 01:21:28 main:581] : INFO : Epoch 1958 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1503.89 ms [2022-04-12 01:21:30 main:581] : INFO : Epoch 1959 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 1609.52 ms [2022-04-12 01:21:31 main:581] : INFO : Epoch 1960 | loss: 0.0312344 | val_loss: 0.0312361 | Time: 1676.3 ms [2022-04-12 01:21:33 main:581] : INFO : Epoch 1961 | loss: 0.0312345 | val_loss: 0.031237 | Time: 1533.88 ms [2022-04-12 01:21:34 main:581] : INFO : Epoch 1962 | loss: 0.0312349 | val_loss: 0.0312379 | Time: 1487.17 ms [2022-04-12 01:21:36 main:581] : INFO : Epoch 1963 | loss: 0.0312344 | val_loss: 0.0312364 | Time: 1664.76 ms [2022-04-12 01:21:38 main:581] : INFO : Epoch 1964 | loss: 0.031234 | val_loss: 0.0312358 | Time: 2227.86 ms [2022-04-12 01:21:40 main:581] : INFO : Epoch 1965 | loss: 0.031234 | val_loss: 0.0312363 | Time: 1931.36 ms [2022-04-12 01:21:42 main:581] : INFO : Epoch 1966 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1472.5 ms [2022-04-12 01:21:43 main:581] : INFO : Epoch 1967 | loss: 0.0312348 | val_loss: 0.031238 | Time: 1490.7 ms [2022-04-12 01:21:45 main:581] : INFO : Epoch 1968 | loss: 0.0312348 | val_loss: 0.031236 | Time: 1476.06 ms [2022-04-12 01:21:46 main:581] : INFO : Epoch 1969 | loss: 0.031234 | val_loss: 0.0312358 | Time: 1478.46 ms [2022-04-12 01:21:48 main:581] : INFO : Epoch 1970 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 1477.18 ms [2022-04-12 01:21:49 main:581] : INFO : Epoch 1971 | loss: 0.0312354 | val_loss: 0.0312375 | Time: 1580.6 ms [2022-04-12 01:21:51 main:581] : INFO : Epoch 1972 | loss: 0.0312346 | val_loss: 0.031237 | Time: 1477.97 ms [2022-04-12 01:21:52 main:581] : INFO : Epoch 1973 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 1475.15 ms [2022-04-12 01:21:54 main:581] : INFO : Epoch 1974 | loss: 0.0312346 | val_loss: 0.0312367 | Time: 1552.39 ms [2022-04-12 01:21:55 main:581] : INFO : Epoch 1975 | loss: 0.0312341 | val_loss: 0.031236 | Time: 1474.8 ms [2022-04-12 01:21:57 main:581] : INFO : Epoch 1976 | loss: 0.0312339 | val_loss: 0.0312359 | Time: 1491.18 ms [2022-04-12 01:21:58 main:581] : INFO : Epoch 1977 | loss: 0.0312341 | val_loss: 0.0312358 | Time: 1533.61 ms [2022-04-12 01:22:00 main:581] : INFO : Epoch 1978 | loss: 0.0312344 | val_loss: 0.0312368 | Time: 1487.53 ms [2022-04-12 01:22:01 main:581] : INFO : Epoch 1979 | loss: 0.0312357 | val_loss: 0.0312371 | Time: 1588.29 ms [2022-04-12 01:22:03 main:581] : INFO : Epoch 1980 | loss: 0.0312347 | val_loss: 0.0312366 | Time: 1481.49 ms [2022-04-12 01:22:04 main:581] : INFO : Epoch 1981 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1476.38 ms [2022-04-12 01:22:06 main:581] : INFO : Epoch 1982 | loss: 0.0312343 | val_loss: 0.0312371 | Time: 1531.4 ms [2022-04-12 01:22:07 main:581] : INFO : Epoch 1983 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 1500.31 ms [2022-04-12 01:22:09 main:581] : INFO : Epoch 1984 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1543.84 ms [2022-04-12 01:22:10 main:581] : INFO : Epoch 1985 | loss: 0.0312339 | val_loss: 0.0312363 | Time: 1508.28 ms [2022-04-12 01:22:12 main:581] : INFO : Epoch 1986 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1473.83 ms [2022-04-12 01:22:13 main:581] : INFO : Epoch 1987 | loss: 0.0312342 | val_loss: 0.0312362 | Time: 1585.7 ms [2022-04-12 01:22:15 main:581] : INFO : Epoch 1988 | loss: 0.031234 | val_loss: 0.0312359 | Time: 1534.05 ms [2022-04-12 01:22:16 main:581] : INFO : Epoch 1989 | loss: 0.0312344 | val_loss: 0.031236 | Time: 1504.5 ms [2022-04-12 01:22:18 main:581] : INFO : Epoch 1990 | loss: 0.0312345 | val_loss: 0.0312364 | Time: 1476.12 ms [2022-04-12 01:22:19 main:581] : INFO : Epoch 1991 | loss: 0.0312345 | val_loss: 0.0312384 | Time: 1472.42 ms [2022-04-12 01:22:21 main:581] : INFO : Epoch 1992 | loss: 0.031235 | val_loss: 0.0312362 | Time: 1474.84 ms [2022-04-12 01:22:22 main:581] : INFO : Epoch 1993 | loss: 0.0312346 | val_loss: 0.031238 | Time: 1476.01 ms [2022-04-12 01:22:24 main:581] : INFO : Epoch 1994 | loss: 0.0312352 | val_loss: 0.0312361 | Time: 1475.76 ms [2022-04-12 01:22:25 main:581] : INFO : Epoch 1995 | loss: 0.0312343 | val_loss: 0.0312385 | Time: 1474.72 ms [2022-04-12 01:22:27 main:581] : INFO : Epoch 1996 | loss: 0.0312345 | val_loss: 0.0312365 | Time: 1528.77 ms [2022-04-12 01:22:28 main:581] : INFO : Epoch 1997 | loss: 0.0312345 | val_loss: 0.0312359 | Time: 1563.51 ms [2022-04-12 01:22:30 main:581] : INFO : Epoch 1998 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 1485.84 ms [2022-04-12 01:22:31 main:581] : INFO : Epoch 1999 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 1474.06 ms [2022-04-12 01:22:33 main:581] : INFO : Epoch 2000 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 1483.38 ms [2022-04-12 01:22:34 main:581] : INFO : Epoch 2001 | loss: 0.0312347 | val_loss: 0.031236 | Time: 1477.18 ms [2022-04-12 01:22:36 main:581] : INFO : Epoch 2002 | loss: 0.0312343 | val_loss: 0.0312363 | Time: 1530.1 ms [2022-04-12 01:22:37 main:581] : INFO : Epoch 2003 | loss: 0.0312339 | val_loss: 0.0312366 | Time: 1478.72 ms [2022-04-12 01:22:39 main:581] : INFO : Epoch 2004 | loss: 0.0312341 | val_loss: 0.0312361 | Time: 1477.32 ms [2022-04-12 01:22:40 main:581] : INFO : Epoch 2005 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1475.15 ms [2022-04-12 01:22:42 main:581] : INFO : Epoch 2006 | loss: 0.0312346 | val_loss: 0.0312363 | Time: 1477.02 ms [2022-04-12 01:22:43 main:581] : INFO : Epoch 2007 | loss: 0.0312343 | val_loss: 0.0312362 | Time: 1489.51 ms [2022-04-12 01:22:45 main:581] : INFO : Epoch 2008 | loss: 0.0312342 | val_loss: 0.0312358 | Time: 1489.78 ms [2022-04-12 01:22:46 main:581] : INFO : Epoch 2009 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 1487.06 ms [2022-04-12 01:22:48 main:581] : INFO : Epoch 2010 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1715.42 ms [2022-04-12 01:22:49 main:581] : INFO : Epoch 2011 | loss: 0.0312341 | val_loss: 0.0312383 | Time: 1483.62 ms [2022-04-12 01:22:51 main:581] : INFO : Epoch 2012 | loss: 0.031235 | val_loss: 0.0312373 | Time: 1620.99 ms [2022-04-12 01:22:52 main:581] : INFO : Epoch 2013 | loss: 0.031235 | val_loss: 0.0312361 | Time: 1473.84 ms [2022-04-12 01:22:54 main:581] : INFO : Epoch 2014 | loss: 0.031234 | val_loss: 0.0312358 | Time: 1473.4 ms [2022-04-12 01:22:55 main:581] : INFO : Epoch 2015 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 1474.86 ms [2022-04-12 01:22:57 main:581] : INFO : Epoch 2016 | loss: 0.0312344 | val_loss: 0.0312369 | Time: 1477.58 ms [2022-04-12 01:22:58 main:581] : INFO : Epoch 2017 | loss: 0.0312343 | val_loss: 0.0312375 | Time: 1482.44 ms [2022-04-12 01:23:00 main:581] : INFO : Epoch 2018 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 1481.27 ms [2022-04-12 01:23:01 main:581] : INFO : Epoch 2019 | loss: 0.0312347 | val_loss: 0.0312371 | Time: 1487.5 ms [2022-04-12 01:23:03 main:581] : INFO : Epoch 2020 | loss: 0.031234 | val_loss: 0.0312359 | Time: 1592.41 ms [2022-04-12 01:23:04 main:581] : INFO : Epoch 2021 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 1488.57 ms [2022-04-12 01:23:06 main:581] : INFO : Epoch 2022 | loss: 0.0312341 | val_loss: 0.0312358 | Time: 1474.84 ms [2022-04-12 01:23:07 main:581] : INFO : Epoch 2023 | loss: 0.0312345 | val_loss: 0.0312369 | Time: 1471.61 ms [2022-04-12 01:23:09 main:581] : INFO : Epoch 2024 | loss: 0.0312364 | val_loss: 0.0312385 | Time: 1468.38 ms [2022-04-12 01:23:10 main:581] : INFO : Epoch 2025 | loss: 0.0312353 | val_loss: 0.0312377 | Time: 1513.97 ms [2022-04-12 01:23:12 main:581] : INFO : Epoch 2026 | loss: 0.0312358 | val_loss: 0.0312363 | Time: 1515.81 ms [2022-04-12 01:23:13 main:581] : INFO : Epoch 2027 | loss: 0.0312349 | val_loss: 0.0312372 | Time: 1480.26 ms [2022-04-12 01:23:16 main:581] : INFO : Epoch 2028 | loss: 0.0312345 | val_loss: 0.0312373 | Time: 2333.97 ms [2022-04-12 01:23:17 main:581] : INFO : Epoch 2029 | loss: 0.0312345 | val_loss: 0.0312364 | Time: 1763 ms [2022-04-12 01:23:19 main:581] : INFO : Epoch 2030 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 1876.45 ms [2022-04-12 01:23:21 main:581] : INFO : Epoch 2031 | loss: 0.031234 | val_loss: 0.0312374 | Time: 1517.28 ms [2022-04-12 01:23:22 main:581] : INFO : Epoch 2032 | loss: 0.031235 | val_loss: 0.0312378 | Time: 1485.18 ms [2022-04-12 01:23:24 main:581] : INFO : Epoch 2033 | loss: 0.0312343 | val_loss: 0.0312368 | Time: 1479.5 ms [2022-04-12 01:23:25 main:581] : INFO : Epoch 2034 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1479.99 ms [2022-04-12 01:23:27 main:581] : INFO : Epoch 2035 | loss: 0.031234 | val_loss: 0.0312364 | Time: 1474.94 ms [2022-04-12 01:23:28 main:581] : INFO : Epoch 2036 | loss: 0.0312347 | val_loss: 0.0312372 | Time: 1480.19 ms [2022-04-12 01:23:30 main:581] : INFO : Epoch 2037 | loss: 0.0312354 | val_loss: 0.031238 | Time: 1477.65 ms [2022-04-12 01:23:31 main:581] : INFO : Epoch 2038 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 1484.66 ms [2022-04-12 01:23:33 main:581] : INFO : Epoch 2039 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 1478.91 ms [2022-04-12 01:23:34 main:581] : INFO : Epoch 2040 | loss: 0.0312347 | val_loss: 0.0312365 | Time: 1478.45 ms [2022-04-12 01:23:36 main:581] : INFO : Epoch 2041 | loss: 0.0312345 | val_loss: 0.031237 | Time: 1479.29 ms [2022-04-12 01:23:37 main:581] : INFO : Epoch 2042 | loss: 0.031235 | val_loss: 0.0312362 | Time: 1477.47 ms [2022-04-12 01:23:39 main:581] : INFO : Epoch 2043 | loss: 0.0312359 | val_loss: 0.0312371 | Time: 1475.41 ms [2022-04-12 01:23:40 main:581] : INFO : Epoch 2044 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 1474.51 ms [2022-04-12 01:23:41 main:581] : INFO : Epoch 2045 | loss: 0.0312346 | val_loss: 0.031237 | Time: 1469.5 ms [2022-04-12 01:23:43 main:581] : INFO : Epoch 2046 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 1471.68 ms [2022-04-12 01:23:44 main:581] : INFO : Epoch 2047 | loss: 0.0312339 | val_loss: 0.0312368 | Time: 1486.49 ms [2022-04-12 01:23:46 main:581] : INFO : Epoch 2048 | loss: 0.0312352 | val_loss: 0.0312392 | Time: 1473.84 ms [2022-04-12 01:23:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312392 [2022-04-12 01:23:46 main:610] : INFO : Saving end state to config to file [2022-04-12 01:23:46 main:615] : INFO : Success, exiting.. 01:23:46 (59120): 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)