Task 7713349
| Name | ParityModified-1631730241-19155-1_1 |
| Workunit | 5207279 |
| Created | 30 Sep 2021, 8:05:06 UTC |
| Sent | 30 Sep 2021, 17:25:03 UTC |
| Report deadline | 7 Oct 2021, 17:25:03 UTC |
| Received | 2 Oct 2021, 11:59:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 57 min 15 sec |
| CPU time | 57 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.40 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311375 | val_loss: 0.0311548 | Time: 1693.56 ms
[2021-10-02 07:45:29 main:581] : INFO : Epoch 1539 | loss: 0.0311359 | val_loss: 0.0311564 | Time: 1653.73 ms
[2021-10-02 07:45:30 main:581] : INFO : Epoch 1540 | loss: 0.0311345 | val_loss: 0.0311535 | Time: 1617.47 ms
[2021-10-02 07:45:32 main:581] : INFO : Epoch 1541 | loss: 0.0311332 | val_loss: 0.0311562 | Time: 1652.33 ms
[2021-10-02 07:45:34 main:581] : INFO : Epoch 1542 | loss: 0.0311327 | val_loss: 0.0311532 | Time: 1671.08 ms
[2021-10-02 07:45:35 main:581] : INFO : Epoch 1543 | loss: 0.0311324 | val_loss: 0.0311557 | Time: 1651.16 ms
[2021-10-02 07:45:37 main:581] : INFO : Epoch 1544 | loss: 0.0311329 | val_loss: 0.0311532 | Time: 1621.19 ms
[2021-10-02 07:45:39 main:581] : INFO : Epoch 1545 | loss: 0.0311322 | val_loss: 0.0311538 | Time: 1658.97 ms
[2021-10-02 07:45:40 main:581] : INFO : Epoch 1546 | loss: 0.0311328 | val_loss: 0.0311621 | Time: 1656.65 ms
[2021-10-02 07:45:42 main:581] : INFO : Epoch 1547 | loss: 0.0311324 | val_loss: 0.0311549 | Time: 1667.16 ms
[2021-10-02 07:45:44 main:581] : INFO : Epoch 1548 | loss: 0.0311342 | val_loss: 0.0311629 | Time: 1648.72 ms
[2021-10-02 07:45:45 main:581] : INFO : Epoch 1549 | loss: 0.0311329 | val_loss: 0.0311543 | Time: 1622.67 ms
[2021-10-02 07:45:47 main:581] : INFO : Epoch 1550 | loss: 0.0311319 | val_loss: 0.0311564 | Time: 1651.26 ms
[2021-10-02 07:45:49 main:581] : INFO : Epoch 1551 | loss: 0.0311304 | val_loss: 0.0311614 | Time: 1668.75 ms
[2021-10-02 07:45:50 main:581] : INFO : Epoch 1552 | loss: 0.0311313 | val_loss: 0.0311569 | Time: 1655.71 ms
[2021-10-02 07:45:52 main:581] : INFO : Epoch 1553 | loss: 0.0311355 | val_loss: 0.0311579 | Time: 1673.08 ms
[2021-10-02 07:45:54 main:581] : INFO : Epoch 1554 | loss: 0.0311366 | val_loss: 0.0311523 | Time: 1630.53 ms
[2021-10-02 07:45:55 main:581] : INFO : Epoch 1555 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 1650.69 ms
[2021-10-02 07:45:57 main:581] : INFO : Epoch 1556 | loss: 0.0311401 | val_loss: 0.0311545 | Time: 1687.62 ms
[2021-10-02 07:45:59 main:581] : INFO : Epoch 1557 | loss: 0.0311375 | val_loss: 0.0311526 | Time: 1689.24 ms
[2021-10-02 07:46:00 main:581] : INFO : Epoch 1558 | loss: 0.0311347 | val_loss: 0.031153 | Time: 1687.9 ms
[2021-10-02 07:46:02 main:581] : INFO : Epoch 1559 | loss: 0.0311335 | val_loss: 0.0311568 | Time: 1691.98 ms
[2021-10-02 07:46:04 main:581] : INFO : Epoch 1560 | loss: 0.031133 | val_loss: 0.031163 | Time: 1663.07 ms
[2021-10-02 07:46:05 main:581] : INFO : Epoch 1561 | loss: 0.0311348 | val_loss: 0.0311535 | Time: 1647.54 ms
[2021-10-02 07:46:07 main:581] : INFO : Epoch 1562 | loss: 0.0311325 | val_loss: 0.0311539 | Time: 1688.34 ms
[2021-10-02 07:46:09 main:581] : INFO : Epoch 1563 | loss: 0.0311346 | val_loss: 0.0311545 | Time: 1684.53 ms
[2021-10-02 07:46:10 main:581] : INFO : Epoch 1564 | loss: 0.0311357 | val_loss: 0.0311511 | Time: 1667.37 ms
[2021-10-02 07:46:12 main:581] : INFO : Epoch 1565 | loss: 0.0311333 | val_loss: 0.0311517 | Time: 1667.35 ms
[2021-10-02 07:46:14 main:581] : INFO : Epoch 1566 | loss: 0.0311325 | val_loss: 0.031154 | Time: 1680.18 ms
[2021-10-02 07:46:15 main:581] : INFO : Epoch 1567 | loss: 0.0311369 | val_loss: 0.0311584 | Time: 1626.33 ms
[2021-10-02 07:46:17 main:581] : INFO : Epoch 1568 | loss: 0.0311393 | val_loss: 0.0311482 | Time: 1649.5 ms
[2021-10-02 07:46:19 main:581] : INFO : Epoch 1569 | loss: 0.0311364 | val_loss: 0.031153 | Time: 1661.5 ms
[2021-10-02 07:46:20 main:581] : INFO : Epoch 1570 | loss: 0.0311345 | val_loss: 0.031152 | Time: 1680.19 ms
[2021-10-02 07:46:22 main:581] : INFO : Epoch 1571 | loss: 0.0311333 | val_loss: 0.0311552 | Time: 1649.16 ms
[2021-10-02 07:46:24 main:581] : INFO : Epoch 1572 | loss: 0.0311343 | val_loss: 0.0311566 | Time: 1672.62 ms
[2021-10-02 07:46:25 main:581] : INFO : Epoch 1573 | loss: 0.0311319 | val_loss: 0.0311516 | Time: 1670.54 ms
[2021-10-02 07:46:27 main:581] : INFO : Epoch 1574 | loss: 0.0311288 | val_loss: 0.0311507 | Time: 1678.23 ms
[2021-10-02 07:46:29 main:581] : INFO : Epoch 1575 | loss: 0.0311318 | val_loss: 0.0311568 | Time: 1681.77 ms
[2021-10-02 07:46:30 main:581] : INFO : Epoch 1576 | loss: 0.0311289 | val_loss: 0.0311557 | Time: 1663.82 ms
[2021-10-02 07:46:32 main:581] : INFO : Epoch 1577 | loss: 0.0311282 | val_loss: 0.0311543 | Time: 1638.05 ms
[2021-10-02 07:46:34 main:581] : INFO : Epoch 1578 | loss: 0.0311262 | val_loss: 0.0311517 | Time: 1667.28 ms
[2021-10-02 07:46:35 main:581] : INFO : Epoch 1579 | loss: 0.0311275 | val_loss: 0.0311512 | Time: 1672.13 ms
[2021-10-02 07:46:37 main:581] : INFO : Epoch 1580 | loss: 0.0311274 | val_loss: 0.0311554 | Time: 1671.83 ms
[2021-10-02 07:46:39 main:581] : INFO : Epoch 1581 | loss: 0.0311348 | val_loss: 0.0311528 | Time: 1649.2 ms
[2021-10-02 07:46:40 main:581] : INFO : Epoch 1582 | loss: 0.0311321 | val_loss: 0.0311543 | Time: 1682.98 ms
[2021-10-02 07:46:42 main:581] : INFO : Epoch 1583 | loss: 0.0311333 | val_loss: 0.0311588 | Time: 1637.35 ms
[2021-10-02 07:46:43 main:581] : INFO : Epoch 1584 | loss: 0.0311312 | val_loss: 0.0311551 | Time: 1610.54 ms
[2021-10-02 07:46:45 main:581] : INFO : Epoch 1585 | loss: 0.0311299 | val_loss: 0.0311536 | Time: 1647.67 ms
[2021-10-02 07:46:47 main:581] : INFO : Epoch 1586 | loss: 0.0311278 | val_loss: 0.0311588 | Time: 1677.31 ms
[2021-10-02 07:46:48 main:581] : INFO : Epoch 1587 | loss: 0.0311296 | val_loss: 0.0311586 | Time: 1663.51 ms
[2021-10-02 07:46:50 main:581] : INFO : Epoch 1588 | loss: 0.03113 | val_loss: 0.031152 | Time: 1671.64 ms
[2021-10-02 07:46:52 main:581] : INFO : Epoch 1589 | loss: 0.031133 | val_loss: 0.0311509 | Time: 1663.42 ms
[2021-10-02 07:46:53 main:581] : INFO : Epoch 1590 | loss: 0.0311305 | val_loss: 0.0311567 | Time: 1680.21 ms
[2021-10-02 07:46:55 main:581] : INFO : Epoch 1591 | loss: 0.0311281 | val_loss: 0.0311523 | Time: 1663.97 ms
[2021-10-02 07:46:57 main:581] : INFO : Epoch 1592 | loss: 0.0311254 | val_loss: 0.0311511 | Time: 1670.74 ms
[2021-10-02 07:46:58 main:581] : INFO : Epoch 1593 | loss: 0.0311266 | val_loss: 0.0311489 | Time: 1639.71 ms
[2021-10-02 07:47:00 main:581] : INFO : Epoch 1594 | loss: 0.0311263 | val_loss: 0.03115 | Time: 1669.92 ms
[2021-10-02 07:47:02 main:581] : INFO : Epoch 1595 | loss: 0.031128 | val_loss: 0.0311499 | Time: 1665.86 ms
[2021-10-02 07:47:03 main:581] : INFO : Epoch 1596 | loss: 0.0311245 | val_loss: 0.0311498 | Time: 1658.13 ms
[2021-10-02 07:47:05 main:581] : INFO : Epoch 1597 | loss: 0.0311276 | val_loss: 0.0311481 | Time: 1662.23 ms
[2021-10-02 07:47:07 main:581] : INFO : Epoch 1598 | loss: 0.0311257 | val_loss: 0.0311536 | Time: 1666.41 ms
[2021-10-02 07:47:08 main:581] : INFO : Epoch 1599 | loss: 0.0311266 | val_loss: 0.031153 | Time: 1664.57 ms
[2021-10-02 07:47:10 main:581] : INFO : Epoch 1600 | loss: 0.0311285 | val_loss: 0.0311544 | Time: 1661.2 ms
[2021-10-02 07:47:12 main:581] : INFO : Epoch 1601 | loss: 0.0311297 | val_loss: 0.031151 | Time: 1703.54 ms
[2021-10-02 07:47:13 main:581] : INFO : Epoch 1602 | loss: 0.0311276 | val_loss: 0.0311532 | Time: 1656.87 ms
[2021-10-02 07:47:15 main:581] : INFO : Epoch 1603 | loss: 0.03113 | val_loss: 0.0311522 | Time: 1630.72 ms
[2021-10-02 07:47:17 main:581] : INFO : Epoch 1604 | loss: 0.0311286 | val_loss: 0.0311544 | Time: 1668.44 ms
[2021-10-02 07:47:18 main:581] : INFO : Epoch 1605 | loss: 0.0311282 | val_loss: 0.031156 | Time: 1685.58 ms
[2021-10-02 07:47:20 main:581] : INFO : Epoch 1606 | loss: 0.0311297 | val_loss: 0.0311603 | Time: 1667.48 ms
[2021-10-02 07:47:22 main:581] : INFO : Epoch 1607 | loss: 0.0311276 | val_loss: 0.0311539 | Time: 1639.74 ms
[2021-10-02 07:47:23 main:581] : INFO : Epoch 1608 | loss: 0.0311255 | val_loss: 0.031152 | Time: 1658.54 ms
[2021-10-02 07:47:25 main:581] : INFO : Epoch 1609 | loss: 0.0311238 | val_loss: 0.031157 | Time: 1696.01 ms
[2021-10-02 07:47:27 main:581] : INFO : Epoch 1610 | loss: 0.0311323 | val_loss: 0.0311684 | Time: 1674.3 ms
[2021-10-02 07:47:28 main:581] : INFO : Epoch 1611 | loss: 0.0311542 | val_loss: 0.0311614 | Time: 1684.03 ms
[2021-10-02 07:47:30 main:581] : INFO : Epoch 1612 | loss: 0.0311481 | val_loss: 0.0311587 | Time: 1648.32 ms
[2021-10-02 07:47:32 main:581] : INFO : Epoch 1613 | loss: 0.0311452 | val_loss: 0.0311535 | Time: 1693.97 ms
[2021-10-02 07:47:33 main:581] : INFO : Epoch 1614 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 1660.08 ms
[2021-10-02 07:47:35 main:581] : INFO : Epoch 1615 | loss: 0.0311444 | val_loss: 0.0311567 | Time: 1672.14 ms
[2021-10-02 07:47:37 main:581] : INFO : Epoch 1616 | loss: 0.0311381 | val_loss: 0.0311594 | Time: 1654.98 ms
[2021-10-02 07:47:38 main:581] : INFO : Epoch 1617 | loss: 0.0311356 | val_loss: 0.0311525 | Time: 1673.22 ms
[2021-10-02 07:47:40 main:581] : INFO : Epoch 1618 | loss: 0.0311366 | val_loss: 0.0311546 | Time: 1694.12 ms
[2021-10-02 07:47:42 main:581] : INFO : Epoch 1619 | loss: 0.0311391 | val_loss: 0.031153 | Time: 1667.7 ms
[2021-10-02 07:47:44 main:581] : INFO : Epoch 1620 | loss: 0.031134 | val_loss: 0.0311524 | Time: 1674.25 ms
[2021-10-02 07:47:45 main:581] : INFO : Epoch 1621 | loss: 0.0311334 | val_loss: 0.0311557 | Time: 1651.62 ms
[2021-10-02 07:47:47 main:581] : INFO : Epoch 1622 | loss: 0.0311348 | val_loss: 0.0311493 | Time: 1638.65 ms
[2021-10-02 07:47:48 main:581] : INFO : Epoch 1623 | loss: 0.031133 | val_loss: 0.0311494 | Time: 1654.49 ms
[2021-10-02 07:47:50 main:581] : INFO : Epoch 1624 | loss: 0.0311448 | val_loss: 0.0311492 | Time: 1616.61 ms
[2021-10-02 07:47:52 main:581] : INFO : Epoch 1625 | loss: 0.0311417 | val_loss: 0.0311464 | Time: 1630.89 ms
[2021-10-02 07:47:53 main:581] : INFO : Epoch 1626 | loss: 0.0311381 | val_loss: 0.0311504 | Time: 1675.15 ms
[2021-10-02 07:47:55 main:581] : INFO : Epoch 1627 | loss: 0.0311363 | val_loss: 0.0311466 | Time: 1661.35 ms
[2021-10-02 07:47:57 main:581] : INFO : Epoch 1628 | loss: 0.0311352 | val_loss: 0.0311517 | Time: 1627.56 ms
[2021-10-02 07:47:58 main:581] : INFO : Epoch 1629 | loss: 0.0311372 | val_loss: 0.0311476 | Time: 1666.51 ms
[2021-10-02 07:48:00 main:581] : INFO : Epoch 1630 | loss: 0.0311357 | val_loss: 0.0311486 | Time: 1684.59 ms
[2021-10-02 07:48:02 main:581] : INFO : Epoch 1631 | loss: 0.0311345 | val_loss: 0.0311483 | Time: 1671.67 ms
[2021-10-02 07:48:03 main:581] : INFO : Epoch 1632 | loss: 0.0311305 | val_loss: 0.0311495 | Time: 1654.08 ms
[2021-10-02 07:48:05 main:581] : INFO : Epoch 1633 | loss: 0.0311294 | val_loss: 0.0311513 | Time: 1682.16 ms
[2021-10-02 07:48:07 main:581] : INFO : Epoch 1634 | loss: 0.0311274 | val_loss: 0.0311481 | Time: 1667.83 ms
[2021-10-02 07:48:08 main:581] : INFO : Epoch 1635 | loss: 0.0311301 | val_loss: 0.0311462 | Time: 1654.21 ms
[2021-10-02 07:48:10 main:581] : INFO : Epoch 1636 | loss: 0.0311276 | val_loss: 0.0311505 | Time: 1673.31 ms
[2021-10-02 07:48:12 main:581] : INFO : Epoch 1637 | loss: 0.0311265 | val_loss: 0.0311477 | Time: 1689.49 ms
[2021-10-02 07:48:13 main:581] : INFO : Epoch 1638 | loss: 0.0311264 | val_loss: 0.0311513 | Time: 1672.29 ms
[2021-10-02 07:48:15 main:581] : INFO : Epoch 1639 | loss: 0.0311283 | val_loss: 0.0311519 | Time: 1682.46 ms
[2021-10-02 07:48:17 main:581] : INFO : Epoch 1640 | loss: 0.0311269 | val_loss: 0.031149 | Time: 1677.38 ms
[2021-10-02 07:48:18 main:581] : INFO : Epoch 1641 | loss: 0.0311246 | val_loss: 0.031149 | Time: 1646.15 ms
[2021-10-02 07:48:20 main:581] : INFO : Epoch 1642 | loss: 0.0311239 | val_loss: 0.0311534 | Time: 1681.88 ms
[2021-10-02 07:48:22 main:581] : INFO : Epoch 1643 | loss: 0.0311239 | val_loss: 0.0311549 | Time: 1687.5 ms
[2021-10-02 07:48:23 main:581] : INFO : Epoch 1644 | loss: 0.0311258 | val_loss: 0.0311506 | Time: 1683.17 ms
[2021-10-02 07:48:25 main:581] : INFO : Epoch 1645 | loss: 0.0311236 | val_loss: 0.0311521 | Time: 1688.15 ms
[2021-10-02 07:48:27 main:581] : INFO : Epoch 1646 | loss: 0.0311253 | val_loss: 0.0311559 | Time: 1653.72 ms
[2021-10-02 07:48:28 main:581] : INFO : Epoch 1647 | loss: 0.0311244 | val_loss: 0.0311523 | Time: 1655.74 ms
[2021-10-02 07:48:30 main:581] : INFO : Epoch 1648 | loss: 0.0311242 | val_loss: 0.0311555 | Time: 1643.21 ms
[2021-10-02 07:48:32 main:581] : INFO : Epoch 1649 | loss: 0.0311263 | val_loss: 0.0311545 | Time: 1657.98 ms
[2021-10-02 07:48:33 main:581] : INFO : Epoch 1650 | loss: 0.0311322 | val_loss: 0.0311659 | Time: 1655.86 ms
[2021-10-02 07:48:35 main:581] : INFO : Epoch 1651 | loss: 0.0311745 | val_loss: 0.0314069 | Time: 1676.2 ms
[2021-10-02 07:48:37 main:581] : INFO : Epoch 1652 | loss: 0.0330104 | val_loss: 0.0319461 | Time: 1643.12 ms
[2021-10-02 07:48:38 main:581] : INFO : Epoch 1653 | loss: 0.0314759 | val_loss: 0.0313468 | Time: 1653.61 ms
[2021-10-02 07:48:40 main:581] : INFO : Epoch 1654 | loss: 0.0317372 | val_loss: 0.0312847 | Time: 1651.65 ms
[2021-10-02 07:48:42 main:581] : INFO : Epoch 1655 | loss: 0.0312667 | val_loss: 0.0312235 | Time: 1673.93 ms
[2021-10-02 07:48:43 main:581] : INFO : Epoch 1656 | loss: 0.0311829 | val_loss: 0.0311613 | Time: 1682.34 ms
[2021-10-02 07:48:45 main:581] : INFO : Epoch 1657 | loss: 0.0311519 | val_loss: 0.0311601 | Time: 1669.49 ms
[2021-10-02 07:48:47 main:581] : INFO : Epoch 1658 | loss: 0.0311434 | val_loss: 0.0311578 | Time: 1681.05 ms
[2021-10-02 07:48:48 main:581] : INFO : Epoch 1659 | loss: 0.0311404 | val_loss: 0.03115 | Time: 1649.31 ms
[2021-10-02 07:48:50 main:581] : INFO : Epoch 1660 | loss: 0.0311353 | val_loss: 0.0311486 | Time: 1653.67 ms
[2021-10-02 07:48:52 main:581] : INFO : Epoch 1661 | loss: 0.0311343 | val_loss: 0.0311492 | Time: 1673.97 ms
[2021-10-02 07:48:53 main:581] : INFO : Epoch 1662 | loss: 0.0311356 | val_loss: 0.0311518 | Time: 1688.98 ms
[2021-10-02 07:48:55 main:581] : INFO : Epoch 1663 | loss: 0.0311327 | val_loss: 0.0311459 | Time: 1634.81 ms
[2021-10-02 07:48:57 main:581] : INFO : Epoch 1664 | loss: 0.0311315 | val_loss: 0.0311524 | Time: 1651.32 ms
[2021-10-02 07:48:58 main:581] : INFO : Epoch 1665 | loss: 0.0311343 | val_loss: 0.0311478 | Time: 1665.41 ms
[2021-10-02 07:49:00 main:581] : INFO : Epoch 1666 | loss: 0.0311329 | val_loss: 0.0311573 | Time: 1668.96 ms
[2021-10-02 07:49:02 main:581] : INFO : Epoch 1667 | loss: 0.0311317 | val_loss: 0.0311556 | Time: 1660.09 ms
[2021-10-02 07:49:03 main:581] : INFO : Epoch 1668 | loss: 0.0311327 | val_loss: 0.0311551 | Time: 1682.27 ms
[2021-10-02 07:49:05 main:581] : INFO : Epoch 1669 | loss: 0.0311324 | val_loss: 0.0311501 | Time: 1643.31 ms
[2021-10-02 07:49:07 main:581] : INFO : Epoch 1670 | loss: 0.0311299 | val_loss: 0.0311565 | Time: 1675.32 ms
[2021-10-02 07:49:08 main:581] : INFO : Epoch 1671 | loss: 0.0311318 | val_loss: 0.0311598 | Time: 1644.4 ms
[2021-10-02 07:49:10 main:581] : INFO : Epoch 1672 | loss: 0.0311374 | val_loss: 0.0311534 | Time: 1670.14 ms
[2021-10-02 07:49:12 main:581] : INFO : Epoch 1673 | loss: 0.0311345 | val_loss: 0.0311546 | Time: 1693.81 ms
[2021-10-02 07:49:13 main:581] : INFO : Epoch 1674 | loss: 0.0311328 | val_loss: 0.0311586 | Time: 1652.19 ms
[2021-10-02 07:49:15 main:581] : INFO : Epoch 1675 | loss: 0.0311313 | val_loss: 0.0311579 | Time: 1710.74 ms
[2021-10-02 07:49:17 main:581] : INFO : Epoch 1676 | loss: 0.031127 | val_loss: 0.0311547 | Time: 1664.01 ms
[2021-10-02 07:49:18 main:581] : INFO : Epoch 1677 | loss: 0.0311313 | val_loss: 0.031153 | Time: 1686.04 ms
[2021-10-02 07:49:20 main:581] : INFO : Epoch 1678 | loss: 0.03113 | val_loss: 0.0311571 | Time: 1667.61 ms
[2021-10-02 07:49:22 main:581] : INFO : Epoch 1679 | loss: 0.0311319 | val_loss: 0.0311485 | Time: 1669.34 ms
[2021-10-02 07:49:23 main:581] : INFO : Epoch 1680 | loss: 0.0311331 | val_loss: 0.0311513 | Time: 1671.98 ms
[2021-10-02 07:49:25 main:581] : INFO : Epoch 1681 | loss: 0.0311343 | val_loss: 0.0311515 | Time: 1677.02 ms
[2021-10-02 07:49:27 main:581] : INFO : Epoch 1682 | loss: 0.0311322 | val_loss: 0.0311522 | Time: 1668.72 ms
[2021-10-02 07:49:28 main:581] : INFO : Epoch 1683 | loss: 0.0311279 | val_loss: 0.031153 | Time: 1661.43 ms
[2021-10-02 07:49:30 main:581] : INFO : Epoch 1684 | loss: 0.0311263 | val_loss: 0.031157 | Time: 1667.57 ms
[2021-10-02 07:49:32 main:581] : INFO : Epoch 1685 | loss: 0.0311274 | val_loss: 0.0311592 | Time: 1657.23 ms
[2021-10-02 07:49:33 main:581] : INFO : Epoch 1686 | loss: 0.031131 | val_loss: 0.0311567 | Time: 1695.82 ms
[2021-10-02 07:49:35 main:581] : INFO : Epoch 1687 | loss: 0.0311262 | val_loss: 0.0311502 | Time: 1692.02 ms
[2021-10-02 07:49:37 main:581] : INFO : Epoch 1688 | loss: 0.0311274 | val_loss: 0.0311557 | Time: 1669.48 ms
[2021-10-02 07:49:39 main:581] : INFO : Epoch 1689 | loss: 0.031129 | val_loss: 0.031149 | Time: 1683.52 ms
[2021-10-02 07:49:40 main:581] : INFO : Epoch 1690 | loss: 0.031126 | val_loss: 0.0311518 | Time: 1691.46 ms
[2021-10-02 07:49:42 main:581] : INFO : Epoch 1691 | loss: 0.0311267 | val_loss: 0.0311493 | Time: 1659.73 ms
[2021-10-02 07:49:44 main:581] : INFO : Epoch 1692 | loss: 0.0311279 | val_loss: 0.0311521 | Time: 1697.75 ms
[2021-10-02 07:49:45 main:581] : INFO : Epoch 1693 | loss: 0.0311275 | val_loss: 0.0311462 | Time: 1671.59 ms
[2021-10-02 07:49:47 main:581] : INFO : Epoch 1694 | loss: 0.0311264 | val_loss: 0.0311495 | Time: 1641.11 ms
[2021-10-02 07:49:49 main:581] : INFO : Epoch 1695 | loss: 0.0311266 | val_loss: 0.0311488 | Time: 1682.34 ms
[2021-10-02 07:49:50 main:581] : INFO : Epoch 1696 | loss: 0.0311227 | val_loss: 0.0311444 | Time: 1675.9 ms
[2021-10-02 07:49:52 main:581] : INFO : Epoch 1697 | loss: 0.0311236 | val_loss: 0.0311541 | Time: 1649.68 ms
[2021-10-02 07:49:54 main:581] : INFO : Epoch 1698 | loss: 0.031125 | val_loss: 0.0311532 | Time: 1654.61 ms
[2021-10-02 07:49:55 main:581] : INFO : Epoch 1699 | loss: 0.0311227 | val_loss: 0.0311549 | Time: 1632.81 ms
[2021-10-02 07:49:57 main:581] : INFO : Epoch 1700 | loss: 0.0311285 | val_loss: 0.0311623 | Time: 1663.64 ms
[2021-10-02 07:49:59 main:581] : INFO : Epoch 1701 | loss: 0.0311368 | val_loss: 0.0311491 | Time: 1668.48 ms
[2021-10-02 07:50:00 main:581] : INFO : Epoch 1702 | loss: 0.0311354 | val_loss: 0.0311434 | Time: 1668.4 ms
[2021-10-02 07:50:02 main:581] : INFO : Epoch 1703 | loss: 0.0311271 | val_loss: 0.0311458 | Time: 1673.1 ms
[2021-10-02 07:50:04 main:581] : INFO : Epoch 1704 | loss: 0.0311269 | val_loss: 0.0311452 | Time: 1703.58 ms
[2021-10-02 07:50:05 main:581] : INFO : Epoch 1705 | loss: 0.0311263 | val_loss: 0.0311523 | Time: 1668.77 ms
[2021-10-02 07:50:07 main:581] : INFO : Epoch 1706 | loss: 0.0311257 | val_loss: 0.0311492 | Time: 1676.55 ms
[2021-10-02 07:50:09 main:581] : INFO : Epoch 1707 | loss: 0.0311243 | val_loss: 0.0311429 | Time: 1664.31 ms
[2021-10-02 07:50:10 main:581] : INFO : Epoch 1708 | loss: 0.0311241 | val_loss: 0.0311422 | Time: 1681.09 ms
[2021-10-02 07:50:12 main:581] : INFO : Epoch 1709 | loss: 0.0311231 | val_loss: 0.0311469 | Time: 1640.5 ms
[2021-10-02 07:50:14 main:581] : INFO : Epoch 1710 | loss: 0.0311234 | val_loss: 0.0311489 | Time: 1661.77 ms
[2021-10-02 07:50:15 main:581] : INFO : Epoch 1711 | loss: 0.0311255 | val_loss: 0.0311467 | Time: 1686.45 ms
[2021-10-02 07:50:17 main:581] : INFO : Epoch 1712 | loss: 0.031124 | val_loss: 0.0311554 | Time: 1668.74 ms
[2021-10-02 07:50:19 main:581] : INFO : Epoch 1713 | loss: 0.0311223 | val_loss: 0.0311488 | Time: 1657.44 ms
[2021-10-02 07:50:20 main:581] : INFO : Epoch 1714 | loss: 0.0311234 | val_loss: 0.0311425 | Time: 1688.92 ms
[2021-10-02 07:50:22 main:581] : INFO : Epoch 1715 | loss: 0.031129 | val_loss: 0.0311469 | Time: 1669.35 ms
[2021-10-02 07:50:24 main:581] : INFO : Epoch 1716 | loss: 0.0311288 | val_loss: 0.0311468 | Time: 1656.88 ms
[2021-10-02 07:50:25 main:581] : INFO : Epoch 1717 | loss: 0.0311251 | val_loss: 0.0311518 | Time: 1634.07 ms
[2021-10-02 07:50:27 main:581] : INFO : Epoch 1718 | loss: 0.0311239 | val_loss: 0.0311453 | Time: 1669.83 ms
[2021-10-02 07:50:29 main:581] : INFO : Epoch 1719 | loss: 0.0311228 | val_loss: 0.0311464 | Time: 1678.5 ms
[2021-10-02 07:50:30 main:581] : INFO : Epoch 1720 | loss: 0.0311211 | val_loss: 0.0311525 | Time: 1662.07 ms
[2021-10-02 07:50:32 main:581] : INFO : Epoch 1721 | loss: 0.0311225 | val_loss: 0.0311493 | Time: 1677.63 ms
[2021-10-02 07:50:34 main:581] : INFO : Epoch 1722 | loss: 0.0311199 | val_loss: 0.0311472 | Time: 1668.33 ms
[2021-10-02 07:50:35 main:581] : INFO : Epoch 1723 | loss: 0.0311197 | val_loss: 0.0311418 | Time: 1674.92 ms
[2021-10-02 07:50:37 main:581] : INFO : Epoch 1724 | loss: 0.0311186 | val_loss: 0.0311486 | Time: 1637.2 ms
[2021-10-02 07:50:39 main:581] : INFO : Epoch 1725 | loss: 0.0311201 | val_loss: 0.0311442 | Time: 1653.82 ms
[2021-10-02 07:50:40 main:581] : INFO : Epoch 1726 | loss: 0.031119 | val_loss: 0.0311496 | Time: 1667.76 ms
[2021-10-02 07:50:42 main:581] : INFO : Epoch 1727 | loss: 0.0311167 | val_loss: 0.0311481 | Time: 1671.26 ms
[2021-10-02 07:50:44 main:581] : INFO : Epoch 1728 | loss: 0.0311178 | val_loss: 0.0311465 | Time: 1662.05 ms
[2021-10-02 07:50:45 main:581] : INFO : Epoch 1729 | loss: 0.0311169 | val_loss: 0.0311486 | Time: 1686.35 ms
[2021-10-02 07:50:47 main:581] : INFO : Epoch 1730 | loss: 0.0311199 | val_loss: 0.0311491 | Time: 1654.1 ms
[2021-10-02 07:50:49 main:581] : INFO : Epoch 1731 | loss: 0.0311216 | val_loss: 0.0311509 | Time: 1691.11 ms
[2021-10-02 07:50:50 main:581] : INFO : Epoch 1732 | loss: 0.0311218 | val_loss: 0.0311443 | Time: 1686.2 ms
[2021-10-02 07:50:52 main:581] : INFO : Epoch 1733 | loss: 0.0311225 | val_loss: 0.0311477 | Time: 1686.64 ms
[2021-10-02 07:50:54 main:581] : INFO : Epoch 1734 | loss: 0.031121 | val_loss: 0.0311473 | Time: 1657.36 ms
[2021-10-02 07:50:55 main:581] : INFO : Epoch 1735 | loss: 0.0311207 | val_loss: 0.0311485 | Time: 1692.03 ms
[2021-10-02 07:50:57 main:581] : INFO : Epoch 1736 | loss: 0.0311215 | val_loss: 0.0311611 | Time: 1658.97 ms
[2021-10-02 07:50:59 main:581] : INFO : Epoch 1737 | loss: 0.0311218 | val_loss: 0.0311487 | Time: 1680.73 ms
[2021-10-02 07:51:00 main:581] : INFO : Epoch 1738 | loss: 0.0311174 | val_loss: 0.0311472 | Time: 1680.73 ms
[2021-10-02 07:51:02 main:581] : INFO : Epoch 1739 | loss: 0.0311195 | val_loss: 0.0311473 | Time: 1671.54 ms
[2021-10-02 07:51:04 main:581] : INFO : Epoch 1740 | loss: 0.0311214 | val_loss: 0.0311548 | Time: 1680.09 ms
[2021-10-02 07:51:05 main:581] : INFO : Epoch 1741 | loss: 0.031132 | val_loss: 0.0311532 | Time: 1679.12 ms
[2021-10-02 07:51:07 main:581] : INFO : Epoch 1742 | loss: 0.0311354 | val_loss: 0.0311509 | Time: 1666.66 ms
[2021-10-02 07:51:09 main:581] : INFO : Epoch 1743 | loss: 0.0311373 | val_loss: 0.0311489 | Time: 1652.85 ms
[2021-10-02 07:51:10 main:581] : INFO : Epoch 1744 | loss: 0.0311368 | val_loss: 0.031143 | Time: 1648.97 ms
[2021-10-02 07:51:12 main:581] : INFO : Epoch 1745 | loss: 0.0311329 | val_loss: 0.031146 | Time: 1692.35 ms
[2021-10-02 07:51:14 main:581] : INFO : Epoch 1746 | loss: 0.03113 | val_loss: 0.0311536 | Time: 1691.07 ms
[2021-10-02 07:51:15 main:581] : INFO : Epoch 1747 | loss: 0.0311293 | val_loss: 0.0311493 | Time: 1698.38 ms
[2021-10-02 07:51:17 main:581] : INFO : Epoch 1748 | loss: 0.0311251 | val_loss: 0.0311483 | Time: 1636.27 ms
[2021-10-02 07:51:19 main:581] : INFO : Epoch 1749 | loss: 0.0311307 | val_loss: 0.0311497 | Time: 1667.09 ms
[2021-10-02 07:51:20 main:581] : INFO : Epoch 1750 | loss: 0.0311282 | val_loss: 0.0311468 | Time: 1647.4 ms
[2021-10-02 07:51:22 main:581] : INFO : Epoch 1751 | loss: 0.0311308 | val_loss: 0.0311461 | Time: 1649.8 ms
[2021-10-02 07:51:24 main:581] : INFO : Epoch 1752 | loss: 0.0311255 | val_loss: 0.0311462 | Time: 1694.41 ms
[2021-10-02 07:51:25 main:581] : INFO : Epoch 1753 | loss: 0.0311322 | val_loss: 0.0311454 | Time: 1690.18 ms
[2021-10-02 07:51:27 main:581] : INFO : Epoch 1754 | loss: 0.0311328 | val_loss: 0.03115 | Time: 1668.46 ms
[2021-10-02 07:51:29 main:581] : INFO : Epoch 1755 | loss: 0.031129 | val_loss: 0.0311494 | Time: 1666.51 ms
[2021-10-02 07:51:30 main:581] : INFO : Epoch 1756 | loss: 0.0311238 | val_loss: 0.0311539 | Time: 1649.35 ms
[2021-10-02 07:51:32 main:581] : INFO : Epoch 1757 | loss: 0.0311244 | val_loss: 0.0311475 | Time: 1697.37 ms
[2021-10-02 07:51:34 main:581] : INFO : Epoch 1758 | loss: 0.031121 | val_loss: 0.0311478 | Time: 1675.02 ms
[2021-10-02 07:51:35 main:581] : INFO : Epoch 1759 | loss: 0.0311197 | val_loss: 0.0311505 | Time: 1684.63 ms
[2021-10-02 07:51:37 main:581] : INFO : Epoch 1760 | loss: 0.0311189 | val_loss: 0.0311485 | Time: 1660.38 ms
[2021-10-02 07:51:39 main:581] : INFO : Epoch 1761 | loss: 0.03112 | val_loss: 0.0311535 | Time: 1675.17 ms
[2021-10-02 07:51:40 main:581] : INFO : Epoch 1762 | loss: 0.0311196 | val_loss: 0.0311467 | Time: 1665.04 ms
[2021-10-02 07:51:42 main:581] : INFO : Epoch 1763 | loss: 0.0311181 | val_loss: 0.0311441 | Time: 1663.57 ms
[2021-10-02 07:51:44 main:581] : INFO : Epoch 1764 | loss: 0.0311182 | val_loss: 0.0311491 | Time: 1667.13 ms
[2021-10-02 07:51:45 main:581] : INFO : Epoch 1765 | loss: 0.0311179 | val_loss: 0.031152 | Time: 1695.44 ms
[2021-10-02 07:51:47 main:581] : INFO : Epoch 1766 | loss: 0.0311168 | val_loss: 0.0311491 | Time: 1643.67 ms
[2021-10-02 07:51:49 main:581] : INFO : Epoch 1767 | loss: 0.0311165 | val_loss: 0.0311508 | Time: 1672.26 ms
[2021-10-02 07:51:50 main:581] : INFO : Epoch 1768 | loss: 0.0311168 | val_loss: 0.0311514 | Time: 1659.04 ms
[2021-10-02 07:51:52 main:581] : INFO : Epoch 1769 | loss: 0.0311152 | val_loss: 0.031151 | Time: 1666.08 ms
[2021-10-02 07:51:54 main:581] : INFO : Epoch 1770 | loss: 0.0311141 | val_loss: 0.0311548 | Time: 1686.62 ms
[2021-10-02 07:51:55 main:581] : INFO : Epoch 1771 | loss: 0.0311141 | val_loss: 0.0311527 | Time: 1679.14 ms
[2021-10-02 07:51:57 main:581] : INFO : Epoch 1772 | loss: 0.0311123 | val_loss: 0.0311542 | Time: 1694.97 ms
[2021-10-02 07:51:59 main:581] : INFO : Epoch 1773 | loss: 0.0311123 | val_loss: 0.031155 | Time: 1692.15 ms
[2021-10-02 07:52:01 main:581] : INFO : Epoch 1774 | loss: 0.0311118 | val_loss: 0.0311548 | Time: 1664.91 ms
[2021-10-02 07:52:02 main:581] : INFO : Epoch 1775 | loss: 0.0311109 | val_loss: 0.031154 | Time: 1654.35 ms
[2021-10-02 07:52:04 main:581] : INFO : Epoch 1776 | loss: 0.0311107 | val_loss: 0.0311534 | Time: 1667.04 ms
[2021-10-02 07:52:06 main:581] : INFO : Epoch 1777 | loss: 0.0311195 | val_loss: 0.0311476 | Time: 1678.65 ms
[2021-10-02 07:52:07 main:581] : INFO : Epoch 1778 | loss: 0.0311257 | val_loss: 0.0311473 | Time: 1656.66 ms
[2021-10-02 07:52:09 main:581] : INFO : Epoch 1779 | loss: 0.0311217 | val_loss: 0.0311437 | Time: 1674.03 ms
[2021-10-02 07:52:11 main:581] : INFO : Epoch 1780 | loss: 0.0311169 | val_loss: 0.0311453 | Time: 1660.34 ms
[2021-10-02 07:52:12 main:581] : INFO : Epoch 1781 | loss: 0.0311166 | val_loss: 0.0311518 | Time: 1675.77 ms
[2021-10-02 07:52:14 main:581] : INFO : Epoch 1782 | loss: 0.0311143 | val_loss: 0.0311528 | Time: 1663.35 ms
[2021-10-02 07:52:16 main:581] : INFO : Epoch 1783 | loss: 0.0311188 | val_loss: 0.0311592 | Time: 1678.53 ms
[2021-10-02 07:52:17 main:581] : INFO : Epoch 1784 | loss: 0.0311414 | val_loss: 0.0311498 | Time: 1663.44 ms
[2021-10-02 07:52:19 main:581] : INFO : Epoch 1785 | loss: 0.0311358 | val_loss: 0.0311498 | Time: 1642.1 ms
[2021-10-02 07:52:21 main:581] : INFO : Epoch 1786 | loss: 0.0311356 | val_loss: 0.0311476 | Time: 1676.88 ms
[2021-10-02 07:52:22 main:581] : INFO : Epoch 1787 | loss: 0.0311314 | val_loss: 0.0311483 | Time: 1662.96 ms
[2021-10-02 07:52:24 main:581] : INFO : Epoch 1788 | loss: 0.0311284 | val_loss: 0.031145 | Time: 1668.61 ms
[2021-10-02 07:52:26 main:581] : INFO : Epoch 1789 | loss: 0.0311277 | val_loss: 0.031147 | Time: 1667.85 ms
[2021-10-02 07:52:27 main:581] : INFO : Epoch 1790 | loss: 0.0311266 | val_loss: 0.0311496 | Time: 1706.27 ms
[2021-10-02 07:52:29 main:581] : INFO : Epoch 1791 | loss: 0.0311264 | val_loss: 0.0311451 | Time: 1669.04 ms
[2021-10-02 07:52:31 main:581] : INFO : Epoch 1792 | loss: 0.0311259 | val_loss: 0.0311514 | Time: 1664.45 ms
[2021-10-02 07:52:32 main:581] : INFO : Epoch 1793 | loss: 0.031125 | val_loss: 0.0311444 | Time: 1690.18 ms
[2021-10-02 07:52:34 main:581] : INFO : Epoch 1794 | loss: 0.0311227 | val_loss: 0.0311443 | Time: 1686.57 ms
[2021-10-02 07:52:36 main:581] : INFO : Epoch 1795 | loss: 0.0311215 | val_loss: 0.0311437 | Time: 1673.17 ms
[2021-10-02 07:52:37 main:581] : INFO : Epoch 1796 | loss: 0.0311201 | val_loss: 0.031142 | Time: 1681.52 ms
[2021-10-02 07:52:39 main:581] : INFO : Epoch 1797 | loss: 0.0311191 | val_loss: 0.0311443 | Time: 1697.08 ms
[2021-10-02 07:52:41 main:581] : INFO : Epoch 1798 | loss: 0.0311209 | val_loss: 0.0311461 | Time: 1639.29 ms
[2021-10-02 07:52:42 main:581] : INFO : Epoch 1799 | loss: 0.031122 | val_loss: 0.0311491 | Time: 1694.28 ms
[2021-10-02 07:52:44 main:581] : INFO : Epoch 1800 | loss: 0.0311178 | val_loss: 0.0311507 | Time: 1666.02 ms
[2021-10-02 07:52:46 main:581] : INFO : Epoch 1801 | loss: 0.0311179 | val_loss: 0.0311452 | Time: 1701.12 ms
[2021-10-02 07:52:47 main:581] : INFO : Epoch 1802 | loss: 0.031116 | val_loss: 0.0311458 | Time: 1650.72 ms
[2021-10-02 07:52:49 main:581] : INFO : Epoch 1803 | loss: 0.0311183 | val_loss: 0.0311522 | Time: 1660.94 ms
[2021-10-02 07:52:51 main:581] : INFO : Epoch 1804 | loss: 0.0311205 | val_loss: 0.0311525 | Time: 1667.6 ms
[2021-10-02 07:52:52 main:581] : INFO : Epoch 1805 | loss: 0.0311187 | val_loss: 0.031146 | Time: 1623.48 ms
[2021-10-02 07:52:54 main:581] : INFO : Epoch 1806 | loss: 0.0311205 | val_loss: 0.0311438 | Time: 1676.14 ms
[2021-10-02 07:52:56 main:581] : INFO : Epoch 1807 | loss: 0.0311185 | val_loss: 0.0311519 | Time: 1674.94 ms
[2021-10-02 07:52:57 main:581] : INFO : Epoch 1808 | loss: 0.0311168 | val_loss: 0.031149 | Time: 1673.56 ms
[2021-10-02 07:52:59 main:581] : INFO : Epoch 1809 | loss: 0.0311184 | val_loss: 0.031149 | Time: 1644.86 ms
[2021-10-02 07:53:01 main:581] : INFO : Epoch 1810 | loss: 0.0311159 | val_loss: 0.0311447 | Time: 1683.09 ms
[2021-10-02 07:53:02 main:581] : INFO : Epoch 1811 | loss: 0.0311153 | val_loss: 0.0311533 | Time: 1663.37 ms
[2021-10-02 07:53:04 main:581] : INFO : Epoch 1812 | loss: 0.0311164 | val_loss: 0.0311499 | Time: 1654.49 ms
[2021-10-02 07:53:06 main:581] : INFO : Epoch 1813 | loss: 0.0311154 | val_loss: 0.0311516 | Time: 1651.74 ms
[2021-10-02 07:53:07 main:581] : INFO : Epoch 1814 | loss: 0.0311144 | val_loss: 0.0311465 | Time: 1689.22 ms
[2021-10-02 07:53:09 main:581] : INFO : Epoch 1815 | loss: 0.031114 | val_loss: 0.0311474 | Time: 1659.41 ms
[2021-10-02 07:53:11 main:581] : INFO : Epoch 1816 | loss: 0.031113 | val_loss: 0.0311466 | Time: 1681.61 ms
[2021-10-02 07:53:12 main:581] : INFO : Epoch 1817 | loss: 0.0311132 | val_loss: 0.0311463 | Time: 1678.02 ms
[2021-10-02 07:53:14 main:581] : INFO : Epoch 1818 | loss: 0.0311179 | val_loss: 0.0311467 | Time: 1670.74 ms
[2021-10-02 07:53:16 main:581] : INFO : Epoch 1819 | loss: 0.031116 | val_loss: 0.0311493 | Time: 1685.21 ms
[2021-10-02 07:53:17 main:581] : INFO : Epoch 1820 | loss: 0.0311201 | val_loss: 0.0311518 | Time: 1678.1 ms
[2021-10-02 07:53:19 main:581] : INFO : Epoch 1821 | loss: 0.0311165 | val_loss: 0.0311464 | Time: 1706.01 ms
[2021-10-02 07:53:21 main:581] : INFO : Epoch 1822 | loss: 0.0311151 | val_loss: 0.0311516 | Time: 1690.26 ms
[2021-10-02 07:53:22 main:581] : INFO : Epoch 1823 | loss: 0.0311141 | val_loss: 0.0311542 | Time: 1703.2 ms
[2021-10-02 07:53:24 main:581] : INFO : Epoch 1824 | loss: 0.0311133 | val_loss: 0.0311458 | Time: 1659.9 ms
[2021-10-02 07:53:26 main:581] : INFO : Epoch 1825 | loss: 0.0311164 | val_loss: 0.0311477 | Time: 1667.22 ms
[2021-10-02 07:53:28 main:581] : INFO : Epoch 1826 | loss: 0.0311097 | val_loss: 0.0311521 | Time: 1720.85 ms
[2021-10-02 07:53:29 main:581] : INFO : Epoch 1827 | loss: 0.031108 | val_loss: 0.0311484 | Time: 1688.22 ms
[2021-10-02 07:53:31 main:581] : INFO : Epoch 1828 | loss: 0.0311085 | val_loss: 0.0311448 | Time: 1703.76 ms
[2021-10-02 07:53:33 main:581] : INFO : Epoch 1829 | loss: 0.0311078 | val_loss: 0.0311436 | Time: 1678.82 ms
[2021-10-02 07:53:34 main:581] : INFO : Epoch 1830 | loss: 0.031108 | val_loss: 0.0311467 | Time: 1700.84 ms
[2021-10-02 07:53:36 main:581] : INFO : Epoch 1831 | loss: 0.0311072 | val_loss: 0.0311463 | Time: 1659.41 ms
[2021-10-02 07:53:38 main:581] : INFO : Epoch 1832 | loss: 0.0311144 | val_loss: 0.0311444 | Time: 1673.35 ms
[2021-10-02 07:53:39 main:581] : INFO : Epoch 1833 | loss: 0.0311204 | val_loss: 0.0311457 | Time: 1682.26 ms
[2021-10-02 07:53:41 main:581] : INFO : Epoch 1834 | loss: 0.0311164 | val_loss: 0.031139 | Time: 1655.68 ms
[2021-10-02 07:53:43 main:581] : INFO : Epoch 1835 | loss: 0.0311167 | val_loss: 0.0311483 | Time: 1680.33 ms
[2021-10-02 07:53:44 main:581] : INFO : Epoch 1836 | loss: 0.031114 | val_loss: 0.031145 | Time: 1686.19 ms
[2021-10-02 07:53:46 main:581] : INFO : Epoch 1837 | loss: 0.0311138 | val_loss: 0.0311415 | Time: 1689.52 ms
[2021-10-02 07:53:48 main:581] : INFO : Epoch 1838 | loss: 0.0311108 | val_loss: 0.0311473 | Time: 1672.79 ms
[2021-10-02 07:53:49 main:581] : INFO : Epoch 1839 | loss: 0.0311088 | val_loss: 0.0311472 | Time: 1692.03 ms
[2021-10-02 07:53:51 main:581] : INFO : Epoch 1840 | loss: 0.0311084 | val_loss: 0.0311389 | Time: 1665.42 ms
[2021-10-02 07:53:53 main:581] : INFO : Epoch 1841 | loss: 0.0311098 | val_loss: 0.0311459 | Time: 1662.09 ms
[2021-10-02 07:53:54 main:581] : INFO : Epoch 1842 | loss: 0.0311109 | val_loss: 0.0311452 | Time: 1648.42 ms
[2021-10-02 07:53:56 main:581] : INFO : Epoch 1843 | loss: 0.0311072 | val_loss: 0.0311444 | Time: 1679.16 ms
[2021-10-02 07:53:58 main:581] : INFO : Epoch 1844 | loss: 0.0311071 | val_loss: 0.0311436 | Time: 1672.9 ms
[2021-10-02 07:53:59 main:581] : INFO : Epoch 1845 | loss: 0.0311075 | val_loss: 0.0311517 | Time: 1629.79 ms
[2021-10-02 07:54:01 main:581] : INFO : Epoch 1846 | loss: 0.0311057 | val_loss: 0.0311455 | Time: 1654.64 ms
[2021-10-02 07:54:03 main:581] : INFO : Epoch 1847 | loss: 0.0311051 | val_loss: 0.031143 | Time: 1686.17 ms
[2021-10-02 07:54:04 main:581] : INFO : Epoch 1848 | loss: 0.031106 | val_loss: 0.0311461 | Time: 1657.19 ms
[2021-10-02 07:54:06 main:581] : INFO : Epoch 1849 | loss: 0.0311078 | val_loss: 0.0311429 | Time: 1662.74 ms
[2021-10-02 07:54:08 main:581] : INFO : Epoch 1850 | loss: 0.0311064 | val_loss: 0.0311493 | Time: 1684.04 ms
[2021-10-02 07:54:09 main:581] : INFO : Epoch 1851 | loss: 0.0311043 | val_loss: 0.0311447 | Time: 1655.64 ms
[2021-10-02 07:54:11 main:581] : INFO : Epoch 1852 | loss: 0.0311044 | val_loss: 0.0311448 | Time: 1675.64 ms
[2021-10-02 07:54:13 main:581] : INFO : Epoch 1853 | loss: 0.0311062 | val_loss: 0.0311419 | Time: 1654.49 ms
[2021-10-02 07:54:14 main:581] : INFO : Epoch 1854 | loss: 0.0311032 | val_loss: 0.0311454 | Time: 1662.88 ms
[2021-10-02 07:54:16 main:581] : INFO : Epoch 1855 | loss: 0.0311051 | val_loss: 0.0311475 | Time: 1661.89 ms
[2021-10-02 07:54:18 main:581] : INFO : Epoch 1856 | loss: 0.0311044 | val_loss: 0.03115 | Time: 1637.54 ms
[2021-10-02 07:54:19 main:581] : INFO : Epoch 1857 | loss: 0.0311068 | val_loss: 0.0311444 | Time: 1640.76 ms
[2021-10-02 07:54:21 main:581] : INFO : Epoch 1858 | loss: 0.0311073 | val_loss: 0.0311511 | Time: 1658.65 ms
[2021-10-02 07:54:23 main:581] : INFO : Epoch 1859 | loss: 0.0311072 | val_loss: 0.0311465 | Time: 1675.8 ms
[2021-10-02 07:54:24 main:581] : INFO : Epoch 1860 | loss: 0.0311057 | val_loss: 0.0311467 | Time: 1689.26 ms
[2021-10-02 07:54:26 main:581] : INFO : Epoch 1861 | loss: 0.0311078 | val_loss: 0.031146 | Time: 1677.27 ms
[2021-10-02 07:54:28 main:581] : INFO : Epoch 1862 | loss: 0.0311084 | val_loss: 0.0311456 | Time: 1690.95 ms
[2021-10-02 07:54:29 main:581] : INFO : Epoch 1863 | loss: 0.031107 | val_loss: 0.0311521 | Time: 1653.38 ms
[2021-10-02 07:54:31 main:581] : INFO : Epoch 1864 | loss: 0.0311294 | val_loss: 0.03115 | Time: 1680.17 ms
[2021-10-02 07:54:33 main:581] : INFO : Epoch 1865 | loss: 0.0311238 | val_loss: 0.0311537 | Time: 1640.9 ms
[2021-10-02 07:54:34 main:581] : INFO : Epoch 1866 | loss: 0.0311212 | val_loss: 0.0311451 | Time: 1646.52 ms
[2021-10-02 07:54:36 main:581] : INFO : Epoch 1867 | loss: 0.0311183 | val_loss: 0.0311495 | Time: 1650.64 ms
[2021-10-02 07:54:38 main:581] : INFO : Epoch 1868 | loss: 0.0311198 | val_loss: 0.0311527 | Time: 1677.82 ms
[2021-10-02 07:54:39 main:581] : INFO : Epoch 1869 | loss: 0.0311201 | val_loss: 0.0311468 | Time: 1655.1 ms
[2021-10-02 07:54:41 main:581] : INFO : Epoch 1870 | loss: 0.0311202 | val_loss: 0.0311465 | Time: 1667.93 ms
[2021-10-02 07:54:43 main:581] : INFO : Epoch 1871 | loss: 0.0311188 | val_loss: 0.0311452 | Time: 1691.14 ms
[2021-10-02 07:54:44 main:581] : INFO : Epoch 1872 | loss: 0.0311167 | val_loss: 0.0311483 | Time: 1681.16 ms
[2021-10-02 07:54:46 main:581] : INFO : Epoch 1873 | loss: 0.0311182 | val_loss: 0.0311467 | Time: 1657.52 ms
[2021-10-02 07:54:48 main:581] : INFO : Epoch 1874 | loss: 0.0311165 | val_loss: 0.0311412 | Time: 1673.04 ms
[2021-10-02 07:54:49 main:581] : INFO : Epoch 1875 | loss: 0.0311129 | val_loss: 0.0311477 | Time: 1682.69 ms
[2021-10-02 07:54:51 main:581] : INFO : Epoch 1876 | loss: 0.0311126 | val_loss: 0.0311392 | Time: 1650.38 ms
[2021-10-02 07:54:53 main:581] : INFO : Epoch 1877 | loss: 0.0311183 | val_loss: 0.0311476 | Time: 1633.41 ms
[2021-10-02 07:54:54 main:581] : INFO : Epoch 1878 | loss: 0.0311157 | val_loss: 0.0311426 | Time: 1680.53 ms
[2021-10-02 07:54:56 main:581] : INFO : Epoch 1879 | loss: 0.0311126 | val_loss: 0.0311431 | Time: 1683.59 ms
[2021-10-02 07:54:58 main:581] : INFO : Epoch 1880 | loss: 0.0311117 | val_loss: 0.0311468 | Time: 1647.17 ms
[2021-10-02 07:54:59 main:581] : INFO : Epoch 1881 | loss: 0.03111 | val_loss: 0.0311493 | Time: 1677.24 ms
[2021-10-02 07:55:01 main:581] : INFO : Epoch 1882 | loss: 0.0311079 | val_loss: 0.0311435 | Time: 1695.22 ms
[2021-10-02 07:55:03 main:581] : INFO : Epoch 1883 | loss: 0.0311083 | val_loss: 0.0311494 | Time: 1662.29 ms
[2021-10-02 07:55:04 main:581] : INFO : Epoch 1884 | loss: 0.0311061 | val_loss: 0.0311461 | Time: 1646.08 ms
[2021-10-02 07:55:06 main:581] : INFO : Epoch 1885 | loss: 0.0311079 | val_loss: 0.0311491 | Time: 1665.14 ms
[2021-10-02 07:55:08 main:581] : INFO : Epoch 1886 | loss: 0.0311104 | val_loss: 0.0311436 | Time: 1664.24 ms
[2021-10-02 07:55:09 main:581] : INFO : Epoch 1887 | loss: 0.0311108 | val_loss: 0.0311489 | Time: 1663.49 ms
[2021-10-02 07:55:11 main:581] : INFO : Epoch 1888 | loss: 0.0311142 | val_loss: 0.031152 | Time: 1658.73 ms
[2021-10-02 07:55:13 main:581] : INFO : Epoch 1889 | loss: 0.031115 | val_loss: 0.031142 | Time: 1652.03 ms
[2021-10-02 07:55:14 main:581] : INFO : Epoch 1890 | loss: 0.0311102 | val_loss: 0.0311469 | Time: 1648.17 ms
[2021-10-02 07:55:16 main:581] : INFO : Epoch 1891 | loss: 0.0311076 | val_loss: 0.0311453 | Time: 1664.78 ms
[2021-10-02 07:55:18 main:581] : INFO : Epoch 1892 | loss: 0.0311072 | val_loss: 0.031148 | Time: 1699.25 ms
[2021-10-02 07:55:19 main:581] : INFO : Epoch 1893 | loss: 0.0311056 | val_loss: 0.0311484 | Time: 1685.19 ms
[2021-10-02 07:55:21 main:581] : INFO : Epoch 1894 | loss: 0.0311059 | val_loss: 0.0311497 | Time: 1709.75 ms
[2021-10-02 07:55:23 main:581] : INFO : Epoch 1895 | loss: 0.0311037 | val_loss: 0.0311459 | Time: 1678.82 ms
[2021-10-02 07:55:24 main:581] : INFO : Epoch 1896 | loss: 0.0311085 | val_loss: 0.0311488 | Time: 1666.24 ms
[2021-10-02 07:55:26 main:581] : INFO : Epoch 1897 | loss: 0.031105 | val_loss: 0.0311499 | Time: 1679.46 ms
[2021-10-02 07:55:28 main:581] : INFO : Epoch 1898 | loss: 0.0311065 | val_loss: 0.0311472 | Time: 1670.23 ms
[2021-10-02 07:55:29 main:581] : INFO : Epoch 1899 | loss: 0.0311134 | val_loss: 0.0311514 | Time: 1671.15 ms
[2021-10-02 07:55:31 main:581] : INFO : Epoch 1900 | loss: 0.0311112 | val_loss: 0.0311495 | Time: 1661.37 ms
[2021-10-02 07:55:33 main:581] : INFO : Epoch 1901 | loss: 0.031106 | val_loss: 0.0311447 | Time: 1630.28 ms
[2021-10-02 07:55:34 main:581] : INFO : Epoch 1902 | loss: 0.0311044 | val_loss: 0.0311465 | Time: 1657.28 ms
[2021-10-02 07:55:36 main:581] : INFO : Epoch 1903 | loss: 0.0311053 | val_loss: 0.0311462 | Time: 1638.88 ms
[2021-10-02 07:55:38 main:581] : INFO : Epoch 1904 | loss: 0.0311073 | val_loss: 0.0311437 | Time: 1671.27 ms
[2021-10-02 07:55:39 main:581] : INFO : Epoch 1905 | loss: 0.0311062 | val_loss: 0.0311439 | Time: 1658.76 ms
[2021-10-02 07:55:41 main:581] : INFO : Epoch 1906 | loss: 0.0311038 | val_loss: 0.0311441 | Time: 1654.08 ms
[2021-10-02 07:55:43 main:581] : INFO : Epoch 1907 | loss: 0.0311033 | val_loss: 0.0311446 | Time: 1650.73 ms
[2021-10-02 07:55:44 main:581] : INFO : Epoch 1908 | loss: 0.0311011 | val_loss: 0.0311405 | Time: 1678.55 ms
[2021-10-02 07:55:46 main:581] : INFO : Epoch 1909 | loss: 0.0311032 | val_loss: 0.0311424 | Time: 1659.97 ms
[2021-10-02 07:55:48 main:581] : INFO : Epoch 1910 | loss: 0.0311037 | val_loss: 0.0311455 | Time: 1681.33 ms
[2021-10-02 07:55:49 main:581] : INFO : Epoch 1911 | loss: 0.0311037 | val_loss: 0.0311401 | Time: 1650.6 ms
[2021-10-02 07:55:51 main:581] : INFO : Epoch 1912 | loss: 0.0311026 | val_loss: 0.0311413 | Time: 1627.99 ms
[2021-10-02 07:55:53 main:581] : INFO : Epoch 1913 | loss: 0.0311029 | val_loss: 0.0311438 | Time: 1672.14 ms
[2021-10-02 07:55:54 main:581] : INFO : Epoch 1914 | loss: 0.0311026 | val_loss: 0.0311463 | Time: 1687.47 ms
[2021-10-02 07:55:56 main:581] : INFO : Epoch 1915 | loss: 0.0311029 | val_loss: 0.0311487 | Time: 1655.27 ms
[2021-10-02 07:55:58 main:581] : INFO : Epoch 1916 | loss: 0.0311038 | val_loss: 0.0311457 | Time: 1645.16 ms
[2021-10-02 07:55:59 main:581] : INFO : Epoch 1917 | loss: 0.0311038 | val_loss: 0.0311519 | Time: 1658.77 ms
[2021-10-02 07:56:01 main:581] : INFO : Epoch 1918 | loss: 0.0311003 | val_loss: 0.0311462 | Time: 1675.84 ms
[2021-10-02 07:56:03 main:581] : INFO : Epoch 1919 | loss: 0.031104 | val_loss: 0.0311394 | Time: 1679.79 ms
[2021-10-02 07:56:04 main:581] : INFO : Epoch 1920 | loss: 0.0311083 | val_loss: 0.0311459 | Time: 1661.48 ms
[2021-10-02 07:56:06 main:581] : INFO : Epoch 1921 | loss: 0.0311029 | val_loss: 0.0311427 | Time: 1627.81 ms
[2021-10-02 07:56:08 main:581] : INFO : Epoch 1922 | loss: 0.0311007 | val_loss: 0.0311414 | Time: 1678.29 ms
[2021-10-02 07:56:09 main:581] : INFO : Epoch 1923 | loss: 0.0311045 | val_loss: 0.0311508 | Time: 1678.74 ms
[2021-10-02 07:56:11 main:581] : INFO : Epoch 1924 | loss: 0.031105 | val_loss: 0.0311442 | Time: 1659.02 ms
[2021-10-02 07:56:13 main:581] : INFO : Epoch 1925 | loss: 0.0311031 | val_loss: 0.031142 | Time: 1679.04 ms
[2021-10-02 07:56:14 main:581] : INFO : Epoch 1926 | loss: 0.0311024 | val_loss: 0.0311401 | Time: 1681.53 ms
[2021-10-02 07:56:16 main:581] : INFO : Epoch 1927 | loss: 0.0311051 | val_loss: 0.0311447 | Time: 1706.1 ms
[2021-10-02 07:56:18 main:581] : INFO : Epoch 1928 | loss: 0.0311037 | val_loss: 0.0311466 | Time: 1697.7 ms
[2021-10-02 07:56:19 main:581] : INFO : Epoch 1929 | loss: 0.0311044 | val_loss: 0.0311454 | Time: 1665.86 ms
[2021-10-02 07:56:21 main:581] : INFO : Epoch 1930 | loss: 0.0311018 | val_loss: 0.0311526 | Time: 1647.5 ms
[2021-10-02 07:56:23 main:581] : INFO : Epoch 1931 | loss: 0.0311 | val_loss: 0.0311448 | Time: 1661.32 ms
[2021-10-02 07:56:24 main:581] : INFO : Epoch 1932 | loss: 0.0311021 | val_loss: 0.0311667 | Time: 1649.41 ms
[2021-10-02 07:56:26 main:581] : INFO : Epoch 1933 | loss: 0.0311031 | val_loss: 0.0311522 | Time: 1664.8 ms
[2021-10-02 07:56:28 main:581] : INFO : Epoch 1934 | loss: 0.0311053 | val_loss: 0.0311516 | Time: 1696.09 ms
[2021-10-02 07:56:29 main:581] : INFO : Epoch 1935 | loss: 0.0311031 | val_loss: 0.0311477 | Time: 1684.59 ms
[2021-10-02 07:56:31 main:581] : INFO : Epoch 1936 | loss: 0.0311009 | val_loss: 0.0311474 | Time: 1684.06 ms
[2021-10-02 07:56:33 main:581] : INFO : Epoch 1937 | loss: 0.0311099 | val_loss: 0.0311539 | Time: 1683.92 ms
[2021-10-02 07:56:34 main:581] : INFO : Epoch 1938 | loss: 0.0311106 | val_loss: 0.0311483 | Time: 1648.17 ms
[2021-10-02 07:56:36 main:581] : INFO : Epoch 1939 | loss: 0.0311109 | val_loss: 0.0311462 | Time: 1706.83 ms
[2021-10-02 07:56:38 main:581] : INFO : Epoch 1940 | loss: 0.0311079 | val_loss: 0.0311445 | Time: 1679 ms
[2021-10-02 07:56:39 main:581] : INFO : Epoch 1941 | loss: 0.0311016 | val_loss: 0.0311516 | Time: 1682.92 ms
[2021-10-02 07:56:41 main:581] : INFO : Epoch 1942 | loss: 0.0311021 | val_loss: 0.031146 | Time: 1638.51 ms
[2021-10-02 07:56:43 main:581] : INFO : Epoch 1943 | loss: 0.0311033 | val_loss: 0.0311461 | Time: 1638.68 ms
[2021-10-02 07:56:44 main:581] : INFO : Epoch 1944 | loss: 0.0311077 | val_loss: 0.0311449 | Time: 1662.91 ms
[2021-10-02 07:56:46 main:581] : INFO : Epoch 1945 | loss: 0.0311045 | val_loss: 0.0311518 | Time: 1699.87 ms
[2021-10-02 07:56:48 main:581] : INFO : Epoch 1946 | loss: 0.0311056 | val_loss: 0.0311522 | Time: 1621.49 ms
[2021-10-02 07:56:49 main:581] : INFO : Epoch 1947 | loss: 0.0311138 | val_loss: 0.0311496 | Time: 1652.6 ms
[2021-10-02 07:56:51 main:581] : INFO : Epoch 1948 | loss: 0.0311216 | val_loss: 0.0311529 | Time: 1631.45 ms
[2021-10-02 07:56:53 main:581] : INFO : Epoch 1949 | loss: 0.0311144 | val_loss: 0.0311462 | Time: 1616.95 ms
[2021-10-02 07:56:54 main:581] : INFO : Epoch 1950 | loss: 0.0311129 | val_loss: 0.0311506 | Time: 1625.86 ms
[2021-10-02 07:56:56 main:581] : INFO : Epoch 1951 | loss: 0.0311139 | val_loss: 0.0311488 | Time: 1652.41 ms
[2021-10-02 07:56:58 main:581] : INFO : Epoch 1952 | loss: 0.0311135 | val_loss: 0.0311455 | Time: 1654.67 ms
[2021-10-02 07:56:59 main:581] : INFO : Epoch 1953 | loss: 0.0311114 | val_loss: 0.0311535 | Time: 1705.81 ms
[2021-10-02 07:57:01 main:581] : INFO : Epoch 1954 | loss: 0.0311114 | val_loss: 0.0311441 | Time: 1645.15 ms
[2021-10-02 07:57:03 main:581] : INFO : Epoch 1955 | loss: 0.0311072 | val_loss: 0.0311507 | Time: 1653.04 ms
[2021-10-02 07:57:04 main:581] : INFO : Epoch 1956 | loss: 0.0311073 | val_loss: 0.0311458 | Time: 1654.06 ms
[2021-10-02 07:57:06 main:581] : INFO : Epoch 1957 | loss: 0.0311016 | val_loss: 0.0311479 | Time: 1655.55 ms
[2021-10-02 07:57:08 main:581] : INFO : Epoch 1958 | loss: 0.0311018 | val_loss: 0.0311519 | Time: 1692.83 ms
[2021-10-02 07:57:09 main:581] : INFO : Epoch 1959 | loss: 0.0311038 | val_loss: 0.0311461 | Time: 1687.71 ms
[2021-10-02 07:57:11 main:581] : INFO : Epoch 1960 | loss: 0.031102 | val_loss: 0.0311464 | Time: 1663.1 ms
[2021-10-02 07:57:13 main:581] : INFO : Epoch 1961 | loss: 0.0311084 | val_loss: 0.0311544 | Time: 1665.76 ms
[2021-10-02 07:57:14 main:581] : INFO : Epoch 1962 | loss: 0.0311161 | val_loss: 0.0311501 | Time: 1683.9 ms
[2021-10-02 07:57:16 main:581] : INFO : Epoch 1963 | loss: 0.0311102 | val_loss: 0.0311451 | Time: 1673.38 ms
[2021-10-02 07:57:18 main:581] : INFO : Epoch 1964 | loss: 0.0311053 | val_loss: 0.0311477 | Time: 1646.24 ms
[2021-10-02 07:57:19 main:581] : INFO : Epoch 1965 | loss: 0.0311056 | val_loss: 0.0311478 | Time: 1665.91 ms
[2021-10-02 07:57:21 main:581] : INFO : Epoch 1966 | loss: 0.0311051 | val_loss: 0.0311522 | Time: 1673.82 ms
[2021-10-02 07:57:23 main:581] : INFO : Epoch 1967 | loss: 0.0311098 | val_loss: 0.0311551 | Time: 1654.94 ms
[2021-10-02 07:57:24 main:581] : INFO : Epoch 1968 | loss: 0.0311089 | val_loss: 0.0311567 | Time: 1688.71 ms
[2021-10-02 07:57:26 main:581] : INFO : Epoch 1969 | loss: 0.031106 | val_loss: 0.0311521 | Time: 1708.96 ms
[2021-10-02 07:57:28 main:581] : INFO : Epoch 1970 | loss: 0.0311045 | val_loss: 0.031161 | Time: 1667.2 ms
[2021-10-02 07:57:29 main:581] : INFO : Epoch 1971 | loss: 0.0311024 | val_loss: 0.0311627 | Time: 1656.96 ms
[2021-10-02 07:57:31 main:581] : INFO : Epoch 1972 | loss: 0.0311004 | val_loss: 0.0311505 | Time: 1648.28 ms
[2021-10-02 07:57:33 main:581] : INFO : Epoch 1973 | loss: 0.0311023 | val_loss: 0.0311544 | Time: 1658.7 ms
[2021-10-02 07:57:34 main:581] : INFO : Epoch 1974 | loss: 0.0311006 | val_loss: 0.0311562 | Time: 1663.61 ms
[2021-10-02 07:57:36 main:581] : INFO : Epoch 1975 | loss: 0.0311005 | val_loss: 0.0311483 | Time: 1676.3 ms
[2021-10-02 07:57:38 main:581] : INFO : Epoch 1976 | loss: 0.0310987 | val_loss: 0.0311535 | Time: 1659.01 ms
[2021-10-02 07:57:39 main:581] : INFO : Epoch 1977 | loss: 0.0310991 | val_loss: 0.0311548 | Time: 1694.52 ms
[2021-10-02 07:57:41 main:581] : INFO : Epoch 1978 | loss: 0.0310979 | val_loss: 0.0311595 | Time: 1683.22 ms
[2021-10-02 07:57:43 main:581] : INFO : Epoch 1979 | loss: 0.031101 | val_loss: 0.0311606 | Time: 1648.26 ms
[2021-10-02 07:57:44 main:581] : INFO : Epoch 1980 | loss: 0.0310997 | val_loss: 0.031155 | Time: 1679.27 ms
[2021-10-02 07:57:46 main:581] : INFO : Epoch 1981 | loss: 0.0310968 | val_loss: 0.0311555 | Time: 1688.02 ms
[2021-10-02 07:57:48 main:581] : INFO : Epoch 1982 | loss: 0.0311152 | val_loss: 0.0311554 | Time: 1655.17 ms
[2021-10-02 07:57:49 main:581] : INFO : Epoch 1983 | loss: 0.0311244 | val_loss: 0.031155 | Time: 1689.74 ms
[2021-10-02 07:57:51 main:581] : INFO : Epoch 1984 | loss: 0.0311161 | val_loss: 0.0311544 | Time: 1708.46 ms
[2021-10-02 07:57:53 main:581] : INFO : Epoch 1985 | loss: 0.031113 | val_loss: 0.0311539 | Time: 1672.19 ms
[2021-10-02 07:57:54 main:581] : INFO : Epoch 1986 | loss: 0.0311054 | val_loss: 0.031148 | Time: 1654.11 ms
[2021-10-02 07:57:56 main:581] : INFO : Epoch 1987 | loss: 0.0311045 | val_loss: 0.0311512 | Time: 1680.48 ms
[2021-10-02 07:57:58 main:581] : INFO : Epoch 1988 | loss: 0.0311028 | val_loss: 0.0311589 | Time: 1679.48 ms
[2021-10-02 07:57:59 main:581] : INFO : Epoch 1989 | loss: 0.0311044 | val_loss: 0.0311486 | Time: 1694.83 ms
[2021-10-02 07:58:01 main:581] : INFO : Epoch 1990 | loss: 0.0311029 | val_loss: 0.0311514 | Time: 1707.51 ms
[2021-10-02 07:58:03 main:581] : INFO : Epoch 1991 | loss: 0.0311023 | val_loss: 0.031156 | Time: 1686.5 ms
[2021-10-02 07:58:05 main:581] : INFO : Epoch 1992 | loss: 0.0311024 | val_loss: 0.0311506 | Time: 1701.75 ms
[2021-10-02 07:58:06 main:581] : INFO : Epoch 1993 | loss: 0.0310997 | val_loss: 0.0311556 | Time: 1685.07 ms
[2021-10-02 07:58:08 main:581] : INFO : Epoch 1994 | loss: 0.0311059 | val_loss: 0.031147 | Time: 1697.64 ms
[2021-10-02 07:58:10 main:581] : INFO : Epoch 1995 | loss: 0.0311052 | val_loss: 0.0311587 | Time: 1680.24 ms
[2021-10-02 07:58:11 main:581] : INFO : Epoch 1996 | loss: 0.0311012 | val_loss: 0.0311502 | Time: 1689.03 ms
[2021-10-02 07:58:13 main:581] : INFO : Epoch 1997 | loss: 0.0311034 | val_loss: 0.0311546 | Time: 1729.88 ms
[2021-10-02 07:58:15 main:581] : INFO : Epoch 1998 | loss: 0.031106 | val_loss: 0.0311469 | Time: 1681.86 ms
[2021-10-02 07:58:16 main:581] : INFO : Epoch 1999 | loss: 0.0311065 | val_loss: 0.0311477 | Time: 1704.77 ms
[2021-10-02 07:58:18 main:581] : INFO : Epoch 2000 | loss: 0.0311025 | val_loss: 0.0311561 | Time: 1683.24 ms
[2021-10-02 07:58:20 main:581] : INFO : Epoch 2001 | loss: 0.0311004 | val_loss: 0.0311513 | Time: 1698.1 ms
[2021-10-02 07:58:22 main:581] : INFO : Epoch 2002 | loss: 0.0310999 | val_loss: 0.031155 | Time: 1711.21 ms
[2021-10-02 07:58:23 main:581] : INFO : Epoch 2003 | loss: 0.0310968 | val_loss: 0.0311503 | Time: 1680.06 ms
[2021-10-02 07:58:25 main:581] : INFO : Epoch 2004 | loss: 0.0310945 | val_loss: 0.0311619 | Time: 1662.72 ms
[2021-10-02 07:58:27 main:581] : INFO : Epoch 2005 | loss: 0.0311014 | val_loss: 0.0311523 | Time: 1667.88 ms
[2021-10-02 07:58:28 main:581] : INFO : Epoch 2006 | loss: 0.0310953 | val_loss: 0.0311542 | Time: 1671.87 ms
[2021-10-02 07:58:30 main:581] : INFO : Epoch 2007 | loss: 0.0310942 | val_loss: 0.0311545 | Time: 1649.58 ms
[2021-10-02 07:58:31 main:581] : INFO : Epoch 2008 | loss: 0.0310927 | val_loss: 0.0311554 | Time: 1652.05 ms
[2021-10-02 07:58:33 main:581] : INFO : Epoch 2009 | loss: 0.0310933 | val_loss: 0.0311544 | Time: 1699.96 ms
[2021-10-02 07:58:35 main:581] : INFO : Epoch 2010 | loss: 0.0310936 | val_loss: 0.0311528 | Time: 1669.26 ms
[2021-10-02 07:58:37 main:581] : INFO : Epoch 2011 | loss: 0.0310939 | val_loss: 0.0311563 | Time: 1697.3 ms
[2021-10-02 07:58:38 main:581] : INFO : Epoch 2012 | loss: 0.0310934 | val_loss: 0.0311555 | Time: 1680.47 ms
[2021-10-02 07:58:40 main:581] : INFO : Epoch 2013 | loss: 0.0310952 | val_loss: 0.0311505 | Time: 1661.13 ms
[2021-10-02 07:58:42 main:581] : INFO : Epoch 2014 | loss: 0.0310958 | val_loss: 0.0311502 | Time: 1668.74 ms
[2021-10-02 07:58:43 main:581] : INFO : Epoch 2015 | loss: 0.0310956 | val_loss: 0.0311556 | Time: 1669.98 ms
[2021-10-02 07:58:45 main:581] : INFO : Epoch 2016 | loss: 0.0310984 | val_loss: 0.0311513 | Time: 1687.66 ms
[2021-10-02 07:58:47 main:581] : INFO : Epoch 2017 | loss: 0.0311122 | val_loss: 0.0311516 | Time: 1679.72 ms
[2021-10-02 07:58:48 main:581] : INFO : Epoch 2018 | loss: 0.031121 | val_loss: 0.0311542 | Time: 1665.92 ms
[2021-10-02 07:58:50 main:581] : INFO : Epoch 2019 | loss: 0.0311151 | val_loss: 0.0311447 | Time: 1655.22 ms
[2021-10-02 07:58:52 main:581] : INFO : Epoch 2020 | loss: 0.0311057 | val_loss: 0.0311518 | Time: 1680.16 ms
[2021-10-02 07:58:53 main:581] : INFO : Epoch 2021 | loss: 0.031106 | val_loss: 0.031149 | Time: 1695.11 ms
[2021-10-02 07:58:55 main:581] : INFO : Epoch 2022 | loss: 0.0311043 | val_loss: 0.0311596 | Time: 1643.08 ms
[2021-10-02 07:58:57 main:581] : INFO : Epoch 2023 | loss: 0.0311071 | val_loss: 0.031163 | Time: 1675.04 ms
[2021-10-02 07:58:58 main:581] : INFO : Epoch 2024 | loss: 0.031104 | val_loss: 0.0311489 | Time: 1671.75 ms
[2021-10-02 07:59:00 main:581] : INFO : Epoch 2025 | loss: 0.0310997 | val_loss: 0.0311537 | Time: 1691.34 ms
[2021-10-02 07:59:02 main:581] : INFO : Epoch 2026 | loss: 0.0311 | val_loss: 0.0311511 | Time: 1681.86 ms
[2021-10-02 07:59:03 main:581] : INFO : Epoch 2027 | loss: 0.0310963 | val_loss: 0.0311509 | Time: 1687.94 ms
[2021-10-02 07:59:05 main:581] : INFO : Epoch 2028 | loss: 0.0310966 | val_loss: 0.031154 | Time: 1667.64 ms
[2021-10-02 07:59:07 main:581] : INFO : Epoch 2029 | loss: 0.0311001 | val_loss: 0.0311522 | Time: 1690.63 ms
[2021-10-02 07:59:08 main:581] : INFO : Epoch 2030 | loss: 0.0310946 | val_loss: 0.0311533 | Time: 1653.96 ms
[2021-10-02 07:59:10 main:581] : INFO : Epoch 2031 | loss: 0.0310942 | val_loss: 0.0311547 | Time: 1673.62 ms
[2021-10-02 07:59:12 main:581] : INFO : Epoch 2032 | loss: 0.0310962 | val_loss: 0.0311505 | Time: 1652.89 ms
[2021-10-02 07:59:13 main:581] : INFO : Epoch 2033 | loss: 0.0310971 | val_loss: 0.0311577 | Time: 1679.99 ms
[2021-10-02 07:59:15 main:581] : INFO : Epoch 2034 | loss: 0.0311049 | val_loss: 0.0311524 | Time: 1682.14 ms
[2021-10-02 07:59:17 main:581] : INFO : Epoch 2035 | loss: 0.0311123 | val_loss: 0.0311452 | Time: 1685.01 ms
[2021-10-02 07:59:18 main:581] : INFO : Epoch 2036 | loss: 0.0311075 | val_loss: 0.0311544 | Time: 1686.46 ms
[2021-10-02 07:59:20 main:581] : INFO : Epoch 2037 | loss: 0.0311036 | val_loss: 0.0311459 | Time: 1668.29 ms
[2021-10-02 07:59:22 main:581] : INFO : Epoch 2038 | loss: 0.0311026 | val_loss: 0.03115 | Time: 1651.37 ms
[2021-10-02 07:59:23 main:581] : INFO : Epoch 2039 | loss: 0.0311013 | val_loss: 0.0311511 | Time: 1678.08 ms
[2021-10-02 07:59:25 main:581] : INFO : Epoch 2040 | loss: 0.0310996 | val_loss: 0.0311545 | Time: 1678.64 ms
[2021-10-02 07:59:27 main:581] : INFO : Epoch 2041 | loss: 0.0311004 | val_loss: 0.031147 | Time: 1673.77 ms
[2021-10-02 07:59:28 main:581] : INFO : Epoch 2042 | loss: 0.0310994 | val_loss: 0.0311484 | Time: 1680.45 ms
[2021-10-02 07:59:30 main:581] : INFO : Epoch 2043 | loss: 0.0310958 | val_loss: 0.0311559 | Time: 1641.34 ms
[2021-10-02 07:59:32 main:581] : INFO : Epoch 2044 | loss: 0.0310967 | val_loss: 0.0311475 | Time: 1682.72 ms
[2021-10-02 07:59:33 main:581] : INFO : Epoch 2045 | loss: 0.0310993 | val_loss: 0.0311517 | Time: 1657.2 ms
[2021-10-02 07:59:35 main:581] : INFO : Epoch 2046 | loss: 0.0310973 | val_loss: 0.0311501 | Time: 1679.36 ms
[2021-10-02 07:59:37 main:581] : INFO : Epoch 2047 | loss: 0.0311032 | val_loss: 0.0311409 | Time: 1660.17 ms
[2021-10-02 07:59:38 main:581] : INFO : Epoch 2048 | loss: 0.0311023 | val_loss: 0.0311566 | Time: 1671.09 ms
[2021-10-02 07:59:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311566
[2021-10-02 07:59:38 main:610] : INFO : Saving end state to config to file
[2021-10-02 07:59:38 main:615] : INFO : Success, exiting..
07:59:38 (1520984): 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)