Task 12358392
| Name | ParityModified-1645992629-7325-2-0_0 |
| Workunit | 9530449 |
| Created | 2 Mar 2022, 4:21:28 UTC |
| Sent | 9 Mar 2022, 12:42:40 UTC |
| Report deadline | 17 Mar 2022, 12:42:40 UTC |
| Received | 9 Mar 2022, 17:14:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17123 |
| Run time | 3 hours 29 min 49 sec |
| CPU time | 3 hours 18 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311416 | val_loss: 0.0311641 | Time: 5924.73 ms
[2022-03-09 16:19:18 main:574] : INFO : Epoch 1543 | loss: 0.0311413 | val_loss: 0.0311602 | Time: 5797.18 ms
[2022-03-09 16:19:24 main:574] : INFO : Epoch 1544 | loss: 0.0311413 | val_loss: 0.031159 | Time: 5925.07 ms
[2022-03-09 16:19:30 main:574] : INFO : Epoch 1545 | loss: 0.0311399 | val_loss: 0.0311602 | Time: 5907.56 ms
[2022-03-09 16:19:36 main:574] : INFO : Epoch 1546 | loss: 0.0311426 | val_loss: 0.0311592 | Time: 5945.69 ms
[2022-03-09 16:19:42 main:574] : INFO : Epoch 1547 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 6114.61 ms
[2022-03-09 16:19:48 main:574] : INFO : Epoch 1548 | loss: 0.031139 | val_loss: 0.031159 | Time: 5921.42 ms
[2022-03-09 16:19:54 main:574] : INFO : Epoch 1549 | loss: 0.0311392 | val_loss: 0.0311574 | Time: 6022.23 ms
[2022-03-09 16:20:00 main:574] : INFO : Epoch 1550 | loss: 0.0311408 | val_loss: 0.0311645 | Time: 5932.6 ms
[2022-03-09 16:20:06 main:574] : INFO : Epoch 1551 | loss: 0.0311399 | val_loss: 0.0311631 | Time: 5925.23 ms
[2022-03-09 16:20:12 main:574] : INFO : Epoch 1552 | loss: 0.0311397 | val_loss: 0.0311591 | Time: 6007.8 ms
[2022-03-09 16:20:18 main:574] : INFO : Epoch 1553 | loss: 0.0311407 | val_loss: 0.0311605 | Time: 5965.91 ms
[2022-03-09 16:20:24 main:574] : INFO : Epoch 1554 | loss: 0.0311463 | val_loss: 0.0311644 | Time: 5921.72 ms
[2022-03-09 16:20:30 main:574] : INFO : Epoch 1555 | loss: 0.0311498 | val_loss: 0.0311645 | Time: 5913 ms
[2022-03-09 16:20:36 main:574] : INFO : Epoch 1556 | loss: 0.031147 | val_loss: 0.0311577 | Time: 5917.27 ms
[2022-03-09 16:20:42 main:574] : INFO : Epoch 1557 | loss: 0.0311441 | val_loss: 0.0311568 | Time: 6014.13 ms
[2022-03-09 16:20:48 main:574] : INFO : Epoch 1558 | loss: 0.0311432 | val_loss: 0.031159 | Time: 5951.56 ms
[2022-03-09 16:20:54 main:574] : INFO : Epoch 1559 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 5938.17 ms
[2022-03-09 16:21:00 main:574] : INFO : Epoch 1560 | loss: 0.0311415 | val_loss: 0.0311598 | Time: 6020.8 ms
[2022-03-09 16:21:06 main:574] : INFO : Epoch 1561 | loss: 0.03114 | val_loss: 0.0311596 | Time: 6116.25 ms
[2022-03-09 16:21:12 main:574] : INFO : Epoch 1562 | loss: 0.0311405 | val_loss: 0.03117 | Time: 6074.48 ms
[2022-03-09 16:21:18 main:574] : INFO : Epoch 1563 | loss: 0.0311429 | val_loss: 0.0311565 | Time: 5923.68 ms
[2022-03-09 16:21:24 main:574] : INFO : Epoch 1564 | loss: 0.0311402 | val_loss: 0.0311564 | Time: 5862.34 ms
[2022-03-09 16:21:30 main:574] : INFO : Epoch 1565 | loss: 0.0311441 | val_loss: 0.0311622 | Time: 5963.46 ms
[2022-03-09 16:21:36 main:574] : INFO : Epoch 1566 | loss: 0.0311456 | val_loss: 0.0311633 | Time: 6017.88 ms
[2022-03-09 16:21:42 main:574] : INFO : Epoch 1567 | loss: 0.0311452 | val_loss: 0.0311585 | Time: 5929.35 ms
[2022-03-09 16:21:48 main:574] : INFO : Epoch 1568 | loss: 0.0311476 | val_loss: 0.0311618 | Time: 5974.57 ms
[2022-03-09 16:21:54 main:574] : INFO : Epoch 1569 | loss: 0.0311476 | val_loss: 0.0311652 | Time: 6077.27 ms
[2022-03-09 16:22:00 main:574] : INFO : Epoch 1570 | loss: 0.0311502 | val_loss: 0.0311597 | Time: 5967.24 ms
[2022-03-09 16:22:06 main:574] : INFO : Epoch 1571 | loss: 0.0311464 | val_loss: 0.0311599 | Time: 5881.4 ms
[2022-03-09 16:22:12 main:574] : INFO : Epoch 1572 | loss: 0.0311449 | val_loss: 0.0311588 | Time: 5980.52 ms
[2022-03-09 16:22:18 main:574] : INFO : Epoch 1573 | loss: 0.031143 | val_loss: 0.0311592 | Time: 6007.17 ms
[2022-03-09 16:22:24 main:574] : INFO : Epoch 1574 | loss: 0.0311425 | val_loss: 0.0311604 | Time: 6021.52 ms
[2022-03-09 16:22:30 main:574] : INFO : Epoch 1575 | loss: 0.0311428 | val_loss: 0.0311587 | Time: 5920.15 ms
[2022-03-09 16:22:36 main:574] : INFO : Epoch 1576 | loss: 0.0311422 | val_loss: 0.0311599 | Time: 6029.28 ms
[2022-03-09 16:22:42 main:574] : INFO : Epoch 1577 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 5927.44 ms
[2022-03-09 16:22:48 main:574] : INFO : Epoch 1578 | loss: 0.0311418 | val_loss: 0.0311561 | Time: 6076.73 ms
[2022-03-09 16:22:54 main:574] : INFO : Epoch 1579 | loss: 0.0311411 | val_loss: 0.0311604 | Time: 6010.63 ms
[2022-03-09 16:23:00 main:574] : INFO : Epoch 1580 | loss: 0.0311419 | val_loss: 0.0311568 | Time: 5939.94 ms
[2022-03-09 16:23:06 main:574] : INFO : Epoch 1581 | loss: 0.0311419 | val_loss: 0.0311569 | Time: 5934.68 ms
[2022-03-09 16:23:12 main:574] : INFO : Epoch 1582 | loss: 0.031143 | val_loss: 0.0311567 | Time: 6014.74 ms
[2022-03-09 16:23:18 main:574] : INFO : Epoch 1583 | loss: 0.0311415 | val_loss: 0.0311568 | Time: 5986.15 ms
[2022-03-09 16:23:24 main:574] : INFO : Epoch 1584 | loss: 0.0311411 | val_loss: 0.0311557 | Time: 5966.42 ms
[2022-03-09 16:23:30 main:574] : INFO : Epoch 1585 | loss: 0.0311445 | val_loss: 0.0311563 | Time: 6046.43 ms
[2022-03-09 16:23:36 main:574] : INFO : Epoch 1586 | loss: 0.0311454 | val_loss: 0.0311584 | Time: 5910.5 ms
[2022-03-09 16:23:42 main:574] : INFO : Epoch 1587 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 5962.22 ms
[2022-03-09 16:23:48 main:574] : INFO : Epoch 1588 | loss: 0.0311424 | val_loss: 0.0311575 | Time: 5942.36 ms
[2022-03-09 16:23:53 main:574] : INFO : Epoch 1589 | loss: 0.0311418 | val_loss: 0.0311561 | Time: 5862.63 ms
[2022-03-09 16:23:59 main:574] : INFO : Epoch 1590 | loss: 0.0311417 | val_loss: 0.0311579 | Time: 6038.54 ms
[2022-03-09 16:24:06 main:574] : INFO : Epoch 1591 | loss: 0.0311393 | val_loss: 0.0311609 | Time: 6263.4 ms
[2022-03-09 16:24:11 main:574] : INFO : Epoch 1592 | loss: 0.0311411 | val_loss: 0.0311594 | Time: 5747.12 ms
[2022-03-09 16:24:17 main:574] : INFO : Epoch 1593 | loss: 0.0311412 | val_loss: 0.031159 | Time: 5952.53 ms
[2022-03-09 16:24:23 main:574] : INFO : Epoch 1594 | loss: 0.0311394 | val_loss: 0.0311582 | Time: 5951.69 ms
[2022-03-09 16:24:29 main:574] : INFO : Epoch 1595 | loss: 0.0311387 | val_loss: 0.0311585 | Time: 6044.73 ms
[2022-03-09 16:24:36 main:574] : INFO : Epoch 1596 | loss: 0.031143 | val_loss: 0.0311594 | Time: 6171.56 ms
[2022-03-09 16:24:42 main:574] : INFO : Epoch 1597 | loss: 0.0311437 | val_loss: 0.0311582 | Time: 6039.52 ms
[2022-03-09 16:24:48 main:574] : INFO : Epoch 1598 | loss: 0.0311414 | val_loss: 0.0311563 | Time: 6019.19 ms
[2022-03-09 16:24:54 main:574] : INFO : Epoch 1599 | loss: 0.0311408 | val_loss: 0.0311562 | Time: 5923.1 ms
[2022-03-09 16:25:00 main:574] : INFO : Epoch 1600 | loss: 0.0311403 | val_loss: 0.0311578 | Time: 5942.85 ms
[2022-03-09 16:25:06 main:574] : INFO : Epoch 1601 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 5998.2 ms
[2022-03-09 16:25:11 main:574] : INFO : Epoch 1602 | loss: 0.0311434 | val_loss: 0.0311593 | Time: 5928.13 ms
[2022-03-09 16:25:18 main:574] : INFO : Epoch 1603 | loss: 0.0311447 | val_loss: 0.031155 | Time: 6016.91 ms
[2022-03-09 16:25:24 main:574] : INFO : Epoch 1604 | loss: 0.0311433 | val_loss: 0.0311556 | Time: 6046.39 ms
[2022-03-09 16:25:30 main:574] : INFO : Epoch 1605 | loss: 0.031144 | val_loss: 0.0311568 | Time: 6011.35 ms
[2022-03-09 16:25:36 main:574] : INFO : Epoch 1606 | loss: 0.0311436 | val_loss: 0.031156 | Time: 5958.5 ms
[2022-03-09 16:25:41 main:574] : INFO : Epoch 1607 | loss: 0.0311423 | val_loss: 0.0311561 | Time: 5921.17 ms
[2022-03-09 16:25:47 main:574] : INFO : Epoch 1608 | loss: 0.0311415 | val_loss: 0.0311591 | Time: 5964.91 ms
[2022-03-09 16:25:53 main:574] : INFO : Epoch 1609 | loss: 0.0311425 | val_loss: 0.0311613 | Time: 5989.49 ms
[2022-03-09 16:25:59 main:574] : INFO : Epoch 1610 | loss: 0.0311459 | val_loss: 0.0311596 | Time: 5963.92 ms
[2022-03-09 16:26:05 main:574] : INFO : Epoch 1611 | loss: 0.031143 | val_loss: 0.0311568 | Time: 5970.46 ms
[2022-03-09 16:26:11 main:574] : INFO : Epoch 1612 | loss: 0.0311449 | val_loss: 0.0311561 | Time: 5988.4 ms
[2022-03-09 16:26:17 main:574] : INFO : Epoch 1613 | loss: 0.0311438 | val_loss: 0.031157 | Time: 5991.23 ms
[2022-03-09 16:26:23 main:574] : INFO : Epoch 1614 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 6009.96 ms
[2022-03-09 16:26:29 main:574] : INFO : Epoch 1615 | loss: 0.0311456 | val_loss: 0.0311551 | Time: 6007.01 ms
[2022-03-09 16:26:35 main:574] : INFO : Epoch 1616 | loss: 0.0311439 | val_loss: 0.0311597 | Time: 5974.09 ms
[2022-03-09 16:26:41 main:574] : INFO : Epoch 1617 | loss: 0.0311428 | val_loss: 0.0311545 | Time: 6048.89 ms
[2022-03-09 16:26:47 main:574] : INFO : Epoch 1618 | loss: 0.0311435 | val_loss: 0.0311543 | Time: 5818.61 ms
[2022-03-09 16:26:53 main:574] : INFO : Epoch 1619 | loss: 0.0311418 | val_loss: 0.0311555 | Time: 6080.5 ms
[2022-03-09 16:27:00 main:574] : INFO : Epoch 1620 | loss: 0.0311417 | val_loss: 0.0311528 | Time: 6164.12 ms
[2022-03-09 16:27:05 main:574] : INFO : Epoch 1621 | loss: 0.0311395 | val_loss: 0.0311533 | Time: 5930.78 ms
[2022-03-09 16:27:11 main:574] : INFO : Epoch 1622 | loss: 0.0311391 | val_loss: 0.0311528 | Time: 5992.22 ms
[2022-03-09 16:27:17 main:574] : INFO : Epoch 1623 | loss: 0.0311385 | val_loss: 0.031154 | Time: 5974.19 ms
[2022-03-09 16:27:23 main:574] : INFO : Epoch 1624 | loss: 0.0311406 | val_loss: 0.031156 | Time: 5994.62 ms
[2022-03-09 16:27:29 main:574] : INFO : Epoch 1625 | loss: 0.0311432 | val_loss: 0.0311552 | Time: 5954.63 ms
[2022-03-09 16:27:35 main:574] : INFO : Epoch 1626 | loss: 0.0311414 | val_loss: 0.0311596 | Time: 6016.51 ms
[2022-03-09 16:27:41 main:574] : INFO : Epoch 1627 | loss: 0.0311407 | val_loss: 0.0311574 | Time: 5888.46 ms
[2022-03-09 16:27:47 main:574] : INFO : Epoch 1628 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 5792.95 ms
[2022-03-09 16:27:53 main:574] : INFO : Epoch 1629 | loss: 0.031139 | val_loss: 0.0311555 | Time: 5946.81 ms
[2022-03-09 16:27:59 main:574] : INFO : Epoch 1630 | loss: 0.0311383 | val_loss: 0.0311552 | Time: 6026.83 ms
[2022-03-09 16:28:05 main:574] : INFO : Epoch 1631 | loss: 0.0311387 | val_loss: 0.0311573 | Time: 5942.21 ms
[2022-03-09 16:28:11 main:574] : INFO : Epoch 1632 | loss: 0.0311405 | val_loss: 0.031163 | Time: 6124.33 ms
[2022-03-09 16:28:17 main:574] : INFO : Epoch 1633 | loss: 0.0311413 | val_loss: 0.0311562 | Time: 5980.43 ms
[2022-03-09 16:28:23 main:574] : INFO : Epoch 1634 | loss: 0.0311383 | val_loss: 0.0311535 | Time: 6015.96 ms
[2022-03-09 16:28:29 main:574] : INFO : Epoch 1635 | loss: 0.0311383 | val_loss: 0.0311548 | Time: 5955.4 ms
[2022-03-09 16:28:35 main:574] : INFO : Epoch 1636 | loss: 0.0311386 | val_loss: 0.0311556 | Time: 5912.17 ms
[2022-03-09 16:28:41 main:574] : INFO : Epoch 1637 | loss: 0.0311382 | val_loss: 0.031159 | Time: 6077.63 ms
[2022-03-09 16:28:47 main:574] : INFO : Epoch 1638 | loss: 0.0311406 | val_loss: 0.0311634 | Time: 6079.64 ms
[2022-03-09 16:28:53 main:574] : INFO : Epoch 1639 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 6064.21 ms
[2022-03-09 16:28:59 main:574] : INFO : Epoch 1640 | loss: 0.0311406 | val_loss: 0.0311556 | Time: 5899.64 ms
[2022-03-09 16:29:05 main:574] : INFO : Epoch 1641 | loss: 0.0311384 | val_loss: 0.0311581 | Time: 6052.57 ms
[2022-03-09 16:29:11 main:574] : INFO : Epoch 1642 | loss: 0.0311376 | val_loss: 0.0311553 | Time: 5995.67 ms
[2022-03-09 16:29:17 main:574] : INFO : Epoch 1643 | loss: 0.031137 | val_loss: 0.0311555 | Time: 6137.13 ms
[2022-03-09 16:29:23 main:574] : INFO : Epoch 1644 | loss: 0.0311377 | val_loss: 0.0311577 | Time: 5940.44 ms
[2022-03-09 16:29:29 main:574] : INFO : Epoch 1645 | loss: 0.0311404 | val_loss: 0.0311595 | Time: 5946.24 ms
[2022-03-09 16:29:35 main:574] : INFO : Epoch 1646 | loss: 0.0311419 | val_loss: 0.0311583 | Time: 5868.79 ms
[2022-03-09 16:29:41 main:574] : INFO : Epoch 1647 | loss: 0.031141 | val_loss: 0.0311543 | Time: 6033.08 ms
[2022-03-09 16:29:47 main:574] : INFO : Epoch 1648 | loss: 0.0311384 | val_loss: 0.0311545 | Time: 6054.26 ms
[2022-03-09 16:29:53 main:574] : INFO : Epoch 1649 | loss: 0.0311375 | val_loss: 0.0311548 | Time: 6013.94 ms
[2022-03-09 16:29:59 main:574] : INFO : Epoch 1650 | loss: 0.031137 | val_loss: 0.0311552 | Time: 6095.06 ms
[2022-03-09 16:30:05 main:574] : INFO : Epoch 1651 | loss: 0.0311366 | val_loss: 0.0311559 | Time: 5963.67 ms
[2022-03-09 16:30:12 main:574] : INFO : Epoch 1652 | loss: 0.0311394 | val_loss: 0.0311559 | Time: 6059.59 ms
[2022-03-09 16:30:17 main:574] : INFO : Epoch 1653 | loss: 0.0311409 | val_loss: 0.0311549 | Time: 5882.84 ms
[2022-03-09 16:30:24 main:574] : INFO : Epoch 1654 | loss: 0.0311409 | val_loss: 0.0311568 | Time: 6114.45 ms
[2022-03-09 16:30:30 main:574] : INFO : Epoch 1655 | loss: 0.0311428 | val_loss: 0.0311706 | Time: 6107.98 ms
[2022-03-09 16:30:36 main:574] : INFO : Epoch 1656 | loss: 0.0311428 | val_loss: 0.0311603 | Time: 5887.58 ms
[2022-03-09 16:30:42 main:574] : INFO : Epoch 1657 | loss: 0.0311493 | val_loss: 0.0311619 | Time: 6020.53 ms
[2022-03-09 16:30:48 main:574] : INFO : Epoch 1658 | loss: 0.0311445 | val_loss: 0.0311577 | Time: 5942.36 ms
[2022-03-09 16:30:54 main:574] : INFO : Epoch 1659 | loss: 0.0311403 | val_loss: 0.0311541 | Time: 6020.33 ms
[2022-03-09 16:31:00 main:574] : INFO : Epoch 1660 | loss: 0.0311352 | val_loss: 0.031155 | Time: 6060.84 ms
[2022-03-09 16:31:06 main:574] : INFO : Epoch 1661 | loss: 0.0311357 | val_loss: 0.0311564 | Time: 6124.68 ms
[2022-03-09 16:31:12 main:574] : INFO : Epoch 1662 | loss: 0.0311362 | val_loss: 0.031156 | Time: 6033.9 ms
[2022-03-09 16:31:18 main:574] : INFO : Epoch 1663 | loss: 0.0311349 | val_loss: 0.0311566 | Time: 5950.2 ms
[2022-03-09 16:31:24 main:574] : INFO : Epoch 1664 | loss: 0.031134 | val_loss: 0.0311593 | Time: 5954.39 ms
[2022-03-09 16:31:30 main:574] : INFO : Epoch 1665 | loss: 0.0311349 | val_loss: 0.031156 | Time: 6022.15 ms
[2022-03-09 16:31:36 main:574] : INFO : Epoch 1666 | loss: 0.0311343 | val_loss: 0.0311537 | Time: 5979.22 ms
[2022-03-09 16:31:42 main:574] : INFO : Epoch 1667 | loss: 0.0311328 | val_loss: 0.0311564 | Time: 6236.24 ms
[2022-03-09 16:31:48 main:574] : INFO : Epoch 1668 | loss: 0.0311331 | val_loss: 0.0311533 | Time: 6093.23 ms
[2022-03-09 16:31:54 main:574] : INFO : Epoch 1669 | loss: 0.0311339 | val_loss: 0.0311553 | Time: 6080.12 ms
[2022-03-09 16:32:00 main:574] : INFO : Epoch 1670 | loss: 0.0311417 | val_loss: 0.0311576 | Time: 5978.96 ms
[2022-03-09 16:32:06 main:574] : INFO : Epoch 1671 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 5946.65 ms
[2022-03-09 16:32:12 main:574] : INFO : Epoch 1672 | loss: 0.0311424 | val_loss: 0.0311593 | Time: 6011 ms
[2022-03-09 16:32:18 main:574] : INFO : Epoch 1673 | loss: 0.0311404 | val_loss: 0.0311587 | Time: 5985.25 ms
[2022-03-09 16:32:24 main:574] : INFO : Epoch 1674 | loss: 0.0311399 | val_loss: 0.0311581 | Time: 5999.23 ms
[2022-03-09 16:32:30 main:574] : INFO : Epoch 1675 | loss: 0.0311402 | val_loss: 0.0311668 | Time: 5918.27 ms
[2022-03-09 16:32:36 main:574] : INFO : Epoch 1676 | loss: 0.0311409 | val_loss: 0.0311571 | Time: 5998.09 ms
[2022-03-09 16:32:42 main:574] : INFO : Epoch 1677 | loss: 0.0311397 | val_loss: 0.0311549 | Time: 6015.56 ms
[2022-03-09 16:32:48 main:574] : INFO : Epoch 1678 | loss: 0.0311392 | val_loss: 0.0311555 | Time: 5940.19 ms
[2022-03-09 16:32:54 main:574] : INFO : Epoch 1679 | loss: 0.0311381 | val_loss: 0.0311579 | Time: 6071.43 ms
[2022-03-09 16:33:00 main:574] : INFO : Epoch 1680 | loss: 0.0311362 | val_loss: 0.0311558 | Time: 5960.88 ms
[2022-03-09 16:33:06 main:574] : INFO : Epoch 1681 | loss: 0.0311362 | val_loss: 0.0311533 | Time: 5898.49 ms
[2022-03-09 16:33:12 main:574] : INFO : Epoch 1682 | loss: 0.0311367 | val_loss: 0.031157 | Time: 5919.88 ms
[2022-03-09 16:33:18 main:574] : INFO : Epoch 1683 | loss: 0.0311366 | val_loss: 0.031157 | Time: 6053.51 ms
[2022-03-09 16:33:24 main:574] : INFO : Epoch 1684 | loss: 0.0311364 | val_loss: 0.0311586 | Time: 5977.34 ms
[2022-03-09 16:33:30 main:574] : INFO : Epoch 1685 | loss: 0.0311367 | val_loss: 0.0311566 | Time: 5993.41 ms
[2022-03-09 16:33:36 main:574] : INFO : Epoch 1686 | loss: 0.031138 | val_loss: 0.0311544 | Time: 5948.13 ms
[2022-03-09 16:33:42 main:574] : INFO : Epoch 1687 | loss: 0.0311362 | val_loss: 0.0311532 | Time: 6123.25 ms
[2022-03-09 16:33:48 main:574] : INFO : Epoch 1688 | loss: 0.0311365 | val_loss: 0.0311529 | Time: 5968.44 ms
[2022-03-09 16:33:54 main:574] : INFO : Epoch 1689 | loss: 0.0311351 | val_loss: 0.0311531 | Time: 5972.16 ms
[2022-03-09 16:34:00 main:574] : INFO : Epoch 1690 | loss: 0.0311357 | val_loss: 0.0311542 | Time: 5891.94 ms
[2022-03-09 16:34:06 main:574] : INFO : Epoch 1691 | loss: 0.0311361 | val_loss: 0.031152 | Time: 6188.73 ms
[2022-03-09 16:34:12 main:574] : INFO : Epoch 1692 | loss: 0.031135 | val_loss: 0.031154 | Time: 5947.4 ms
[2022-03-09 16:34:18 main:574] : INFO : Epoch 1693 | loss: 0.0311352 | val_loss: 0.0311541 | Time: 6066.73 ms
[2022-03-09 16:34:24 main:574] : INFO : Epoch 1694 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 6084.37 ms
[2022-03-09 16:34:30 main:574] : INFO : Epoch 1695 | loss: 0.0311376 | val_loss: 0.0311559 | Time: 6011.38 ms
[2022-03-09 16:34:36 main:574] : INFO : Epoch 1696 | loss: 0.0311368 | val_loss: 0.0311529 | Time: 6062.32 ms
[2022-03-09 16:34:42 main:574] : INFO : Epoch 1697 | loss: 0.0311418 | val_loss: 0.0311649 | Time: 5919.23 ms
[2022-03-09 16:34:48 main:574] : INFO : Epoch 1698 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 6048.23 ms
[2022-03-09 16:34:54 main:574] : INFO : Epoch 1699 | loss: 0.0311374 | val_loss: 0.0311558 | Time: 5955.64 ms
[2022-03-09 16:35:00 main:574] : INFO : Epoch 1700 | loss: 0.0311388 | val_loss: 0.0311537 | Time: 6159.08 ms
[2022-03-09 16:35:06 main:574] : INFO : Epoch 1701 | loss: 0.0311393 | val_loss: 0.0311619 | Time: 6016.44 ms
[2022-03-09 16:35:13 main:574] : INFO : Epoch 1702 | loss: 0.0311409 | val_loss: 0.0311652 | Time: 6125.99 ms
[2022-03-09 16:35:19 main:574] : INFO : Epoch 1703 | loss: 0.0311471 | val_loss: 0.0311627 | Time: 5999.15 ms
[2022-03-09 16:35:25 main:574] : INFO : Epoch 1704 | loss: 0.0311493 | val_loss: 0.0311631 | Time: 5995.74 ms
[2022-03-09 16:35:31 main:574] : INFO : Epoch 1705 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 5995.25 ms
[2022-03-09 16:35:37 main:574] : INFO : Epoch 1706 | loss: 0.0311505 | val_loss: 0.031165 | Time: 6051.43 ms
[2022-03-09 16:35:43 main:574] : INFO : Epoch 1707 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 5983.97 ms
[2022-03-09 16:35:49 main:574] : INFO : Epoch 1708 | loss: 0.0311524 | val_loss: 0.0311671 | Time: 5996.97 ms
[2022-03-09 16:35:55 main:574] : INFO : Epoch 1709 | loss: 0.0311468 | val_loss: 0.0311634 | Time: 5976.72 ms
[2022-03-09 16:36:01 main:574] : INFO : Epoch 1710 | loss: 0.0311449 | val_loss: 0.0311591 | Time: 6021.45 ms
[2022-03-09 16:36:07 main:574] : INFO : Epoch 1711 | loss: 0.0311453 | val_loss: 0.0311609 | Time: 6021.75 ms
[2022-03-09 16:36:13 main:574] : INFO : Epoch 1712 | loss: 0.0311434 | val_loss: 0.0311576 | Time: 6006.12 ms
[2022-03-09 16:36:19 main:574] : INFO : Epoch 1713 | loss: 0.0311406 | val_loss: 0.031156 | Time: 6124.07 ms
[2022-03-09 16:36:25 main:574] : INFO : Epoch 1714 | loss: 0.0311394 | val_loss: 0.0311599 | Time: 6052.4 ms
[2022-03-09 16:36:31 main:574] : INFO : Epoch 1715 | loss: 0.0311396 | val_loss: 0.0311587 | Time: 6161.94 ms
[2022-03-09 16:36:37 main:574] : INFO : Epoch 1716 | loss: 0.0311412 | val_loss: 0.0311589 | Time: 5982.09 ms
[2022-03-09 16:36:43 main:574] : INFO : Epoch 1717 | loss: 0.0311463 | val_loss: 0.0311636 | Time: 6008.35 ms
[2022-03-09 16:36:49 main:574] : INFO : Epoch 1718 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 6041.65 ms
[2022-03-09 16:36:55 main:574] : INFO : Epoch 1719 | loss: 0.0311439 | val_loss: 0.0311575 | Time: 6008.29 ms
[2022-03-09 16:37:01 main:574] : INFO : Epoch 1720 | loss: 0.0311407 | val_loss: 0.031158 | Time: 6003.13 ms
[2022-03-09 16:37:07 main:574] : INFO : Epoch 1721 | loss: 0.0311382 | val_loss: 0.0311555 | Time: 6040.82 ms
[2022-03-09 16:37:13 main:574] : INFO : Epoch 1722 | loss: 0.0311371 | val_loss: 0.0311591 | Time: 6046.92 ms
[2022-03-09 16:37:19 main:574] : INFO : Epoch 1723 | loss: 0.0311379 | val_loss: 0.0311579 | Time: 6112.56 ms
[2022-03-09 16:37:25 main:574] : INFO : Epoch 1724 | loss: 0.0311375 | val_loss: 0.0311575 | Time: 6117.66 ms
[2022-03-09 16:37:32 main:574] : INFO : Epoch 1725 | loss: 0.0311378 | val_loss: 0.0311559 | Time: 6143.98 ms
[2022-03-09 16:37:38 main:574] : INFO : Epoch 1726 | loss: 0.0311378 | val_loss: 0.031161 | Time: 5953 ms
[2022-03-09 16:37:44 main:574] : INFO : Epoch 1727 | loss: 0.031136 | val_loss: 0.0311577 | Time: 6013.12 ms
[2022-03-09 16:37:50 main:574] : INFO : Epoch 1728 | loss: 0.0311362 | val_loss: 0.0311558 | Time: 6098.17 ms
[2022-03-09 16:37:56 main:574] : INFO : Epoch 1729 | loss: 0.0311372 | val_loss: 0.0311556 | Time: 6031.3 ms
[2022-03-09 16:38:02 main:574] : INFO : Epoch 1730 | loss: 0.0311377 | val_loss: 0.0311534 | Time: 6075.9 ms
[2022-03-09 16:38:08 main:574] : INFO : Epoch 1731 | loss: 0.0311368 | val_loss: 0.0311543 | Time: 6047.05 ms
[2022-03-09 16:38:14 main:574] : INFO : Epoch 1732 | loss: 0.0311354 | val_loss: 0.0311564 | Time: 6060.04 ms
[2022-03-09 16:38:20 main:574] : INFO : Epoch 1733 | loss: 0.0311379 | val_loss: 0.0311575 | Time: 6040.78 ms
[2022-03-09 16:38:26 main:574] : INFO : Epoch 1734 | loss: 0.0311379 | val_loss: 0.0311559 | Time: 6097.14 ms
[2022-03-09 16:38:32 main:574] : INFO : Epoch 1735 | loss: 0.0311361 | val_loss: 0.0311561 | Time: 6152.69 ms
[2022-03-09 16:38:38 main:574] : INFO : Epoch 1736 | loss: 0.0311364 | val_loss: 0.0311565 | Time: 5978.63 ms
[2022-03-09 16:38:44 main:574] : INFO : Epoch 1737 | loss: 0.0311363 | val_loss: 0.0311552 | Time: 5995.57 ms
[2022-03-09 16:38:50 main:574] : INFO : Epoch 1738 | loss: 0.0311366 | val_loss: 0.0311581 | Time: 5916.51 ms
[2022-03-09 16:38:56 main:574] : INFO : Epoch 1739 | loss: 0.0311375 | val_loss: 0.0311606 | Time: 6087.98 ms
[2022-03-09 16:39:02 main:574] : INFO : Epoch 1740 | loss: 0.0311343 | val_loss: 0.0311581 | Time: 6023.47 ms
[2022-03-09 16:39:08 main:574] : INFO : Epoch 1741 | loss: 0.0311329 | val_loss: 0.0311562 | Time: 6186.61 ms
[2022-03-09 16:39:14 main:574] : INFO : Epoch 1742 | loss: 0.0311335 | val_loss: 0.0311588 | Time: 5894.98 ms
[2022-03-09 16:39:20 main:574] : INFO : Epoch 1743 | loss: 0.0311365 | val_loss: 0.0311575 | Time: 6045.29 ms
[2022-03-09 16:39:27 main:574] : INFO : Epoch 1744 | loss: 0.031138 | val_loss: 0.0311561 | Time: 6102.47 ms
[2022-03-09 16:39:33 main:574] : INFO : Epoch 1745 | loss: 0.0311367 | val_loss: 0.0311553 | Time: 6060.46 ms
[2022-03-09 16:39:39 main:574] : INFO : Epoch 1746 | loss: 0.0311363 | val_loss: 0.0311565 | Time: 5909.27 ms
[2022-03-09 16:39:45 main:574] : INFO : Epoch 1747 | loss: 0.0311361 | val_loss: 0.0311575 | Time: 6033.75 ms
[2022-03-09 16:39:51 main:574] : INFO : Epoch 1748 | loss: 0.0311352 | val_loss: 0.0311565 | Time: 6054.2 ms
[2022-03-09 16:39:57 main:574] : INFO : Epoch 1749 | loss: 0.0311353 | val_loss: 0.0311582 | Time: 6018.42 ms
[2022-03-09 16:40:03 main:574] : INFO : Epoch 1750 | loss: 0.0311352 | val_loss: 0.0311558 | Time: 5907.19 ms
[2022-03-09 16:40:09 main:574] : INFO : Epoch 1751 | loss: 0.0311342 | val_loss: 0.0311589 | Time: 5969.51 ms
[2022-03-09 16:40:15 main:574] : INFO : Epoch 1752 | loss: 0.0311335 | val_loss: 0.0311572 | Time: 6028.14 ms
[2022-03-09 16:40:21 main:574] : INFO : Epoch 1753 | loss: 0.0311347 | val_loss: 0.0311575 | Time: 5932.39 ms
[2022-03-09 16:40:26 main:574] : INFO : Epoch 1754 | loss: 0.0311341 | val_loss: 0.0311566 | Time: 5984.86 ms
[2022-03-09 16:40:32 main:574] : INFO : Epoch 1755 | loss: 0.031133 | val_loss: 0.0311556 | Time: 5949.08 ms
[2022-03-09 16:40:38 main:574] : INFO : Epoch 1756 | loss: 0.031133 | val_loss: 0.0311561 | Time: 5998 ms
[2022-03-09 16:40:44 main:574] : INFO : Epoch 1757 | loss: 0.031138 | val_loss: 0.0311657 | Time: 5917 ms
[2022-03-09 16:40:50 main:574] : INFO : Epoch 1758 | loss: 0.0311409 | val_loss: 0.0311613 | Time: 5984.21 ms
[2022-03-09 16:40:56 main:574] : INFO : Epoch 1759 | loss: 0.0311408 | val_loss: 0.0311622 | Time: 5930.18 ms
[2022-03-09 16:41:02 main:574] : INFO : Epoch 1760 | loss: 0.0311389 | val_loss: 0.0311653 | Time: 5880.93 ms
[2022-03-09 16:41:08 main:574] : INFO : Epoch 1761 | loss: 0.0311397 | val_loss: 0.0311597 | Time: 6026.8 ms
[2022-03-09 16:41:14 main:574] : INFO : Epoch 1762 | loss: 0.0311411 | val_loss: 0.03116 | Time: 6000.88 ms
[2022-03-09 16:41:20 main:574] : INFO : Epoch 1763 | loss: 0.0311377 | val_loss: 0.0311592 | Time: 5914.99 ms
[2022-03-09 16:41:26 main:574] : INFO : Epoch 1764 | loss: 0.0311362 | val_loss: 0.0311561 | Time: 6024.12 ms
[2022-03-09 16:41:32 main:574] : INFO : Epoch 1765 | loss: 0.0311374 | val_loss: 0.0311555 | Time: 6006.71 ms
[2022-03-09 16:41:38 main:574] : INFO : Epoch 1766 | loss: 0.0311399 | val_loss: 0.0311588 | Time: 6032.84 ms
[2022-03-09 16:41:44 main:574] : INFO : Epoch 1767 | loss: 0.0311393 | val_loss: 0.0311563 | Time: 6020.53 ms
[2022-03-09 16:41:50 main:574] : INFO : Epoch 1768 | loss: 0.0311395 | val_loss: 0.0311553 | Time: 5941.75 ms
[2022-03-09 16:41:56 main:574] : INFO : Epoch 1769 | loss: 0.031137 | val_loss: 0.0311555 | Time: 6030.87 ms
[2022-03-09 16:42:02 main:574] : INFO : Epoch 1770 | loss: 0.03114 | val_loss: 0.0311569 | Time: 5943.33 ms
[2022-03-09 16:42:08 main:574] : INFO : Epoch 1771 | loss: 0.031138 | val_loss: 0.0311547 | Time: 6009.63 ms
[2022-03-09 16:42:14 main:574] : INFO : Epoch 1772 | loss: 0.0311369 | val_loss: 0.0311618 | Time: 5819.43 ms
[2022-03-09 16:42:20 main:574] : INFO : Epoch 1773 | loss: 0.0311369 | val_loss: 0.031161 | Time: 5904.26 ms
[2022-03-09 16:42:26 main:574] : INFO : Epoch 1774 | loss: 0.0311368 | val_loss: 0.0311554 | Time: 5880.74 ms
[2022-03-09 16:42:32 main:574] : INFO : Epoch 1775 | loss: 0.0311336 | val_loss: 0.03116 | Time: 5937.55 ms
[2022-03-09 16:42:38 main:574] : INFO : Epoch 1776 | loss: 0.0311358 | val_loss: 0.0311561 | Time: 5893.08 ms
[2022-03-09 16:42:44 main:574] : INFO : Epoch 1777 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 5984.62 ms
[2022-03-09 16:42:50 main:574] : INFO : Epoch 1778 | loss: 0.0311371 | val_loss: 0.0311577 | Time: 5843.86 ms
[2022-03-09 16:42:56 main:574] : INFO : Epoch 1779 | loss: 0.0311349 | val_loss: 0.0311525 | Time: 5986.08 ms
[2022-03-09 16:43:02 main:574] : INFO : Epoch 1780 | loss: 0.0311372 | val_loss: 0.0311543 | Time: 6079.71 ms
[2022-03-09 16:43:08 main:574] : INFO : Epoch 1781 | loss: 0.0311372 | val_loss: 0.0311551 | Time: 5989.21 ms
[2022-03-09 16:43:14 main:574] : INFO : Epoch 1782 | loss: 0.0311343 | val_loss: 0.0311561 | Time: 5977.92 ms
[2022-03-09 16:43:20 main:574] : INFO : Epoch 1783 | loss: 0.0311348 | val_loss: 0.031156 | Time: 5999.82 ms
[2022-03-09 16:43:26 main:574] : INFO : Epoch 1784 | loss: 0.0311356 | val_loss: 0.0311545 | Time: 6049.85 ms
[2022-03-09 16:43:32 main:574] : INFO : Epoch 1785 | loss: 0.0311354 | val_loss: 0.0311539 | Time: 6008.91 ms
[2022-03-09 16:43:38 main:574] : INFO : Epoch 1786 | loss: 0.0311348 | val_loss: 0.0311585 | Time: 5997.27 ms
[2022-03-09 16:43:44 main:574] : INFO : Epoch 1787 | loss: 0.0311347 | val_loss: 0.031162 | Time: 6123.93 ms
[2022-03-09 16:43:50 main:574] : INFO : Epoch 1788 | loss: 0.031135 | val_loss: 0.0311581 | Time: 5975.86 ms
[2022-03-09 16:43:56 main:574] : INFO : Epoch 1789 | loss: 0.0311346 | val_loss: 0.0311597 | Time: 6007.27 ms
[2022-03-09 16:44:02 main:574] : INFO : Epoch 1790 | loss: 0.031133 | val_loss: 0.0311573 | Time: 5870.58 ms
[2022-03-09 16:44:08 main:574] : INFO : Epoch 1791 | loss: 0.0311335 | val_loss: 0.0311597 | Time: 5957.81 ms
[2022-03-09 16:44:14 main:574] : INFO : Epoch 1792 | loss: 0.0311359 | val_loss: 0.0311606 | Time: 6077.45 ms
[2022-03-09 16:44:20 main:574] : INFO : Epoch 1793 | loss: 0.0311357 | val_loss: 0.0311585 | Time: 5928.25 ms
[2022-03-09 16:44:26 main:574] : INFO : Epoch 1794 | loss: 0.0311341 | val_loss: 0.0311553 | Time: 6024.07 ms
[2022-03-09 16:44:32 main:574] : INFO : Epoch 1795 | loss: 0.0311328 | val_loss: 0.0311562 | Time: 6094.19 ms
[2022-03-09 16:44:38 main:574] : INFO : Epoch 1796 | loss: 0.0311313 | val_loss: 0.0311525 | Time: 5932.04 ms
[2022-03-09 16:44:44 main:574] : INFO : Epoch 1797 | loss: 0.0311316 | val_loss: 0.0311567 | Time: 6094.39 ms
[2022-03-09 16:44:50 main:574] : INFO : Epoch 1798 | loss: 0.0311339 | val_loss: 0.0311575 | Time: 6103.66 ms
[2022-03-09 16:44:56 main:574] : INFO : Epoch 1799 | loss: 0.0311348 | val_loss: 0.0311523 | Time: 6036.11 ms
[2022-03-09 16:45:02 main:574] : INFO : Epoch 1800 | loss: 0.0311344 | val_loss: 0.0311536 | Time: 6017.14 ms
[2022-03-09 16:45:08 main:574] : INFO : Epoch 1801 | loss: 0.0311345 | val_loss: 0.031156 | Time: 6038.61 ms
[2022-03-09 16:45:14 main:574] : INFO : Epoch 1802 | loss: 0.0311329 | val_loss: 0.0311555 | Time: 5946.37 ms
[2022-03-09 16:45:20 main:574] : INFO : Epoch 1803 | loss: 0.0311305 | val_loss: 0.0311547 | Time: 5938.03 ms
[2022-03-09 16:45:26 main:574] : INFO : Epoch 1804 | loss: 0.0311302 | val_loss: 0.0311529 | Time: 6003.83 ms
[2022-03-09 16:45:32 main:574] : INFO : Epoch 1805 | loss: 0.0311295 | val_loss: 0.0311572 | Time: 5947.46 ms
[2022-03-09 16:45:38 main:574] : INFO : Epoch 1806 | loss: 0.0311305 | val_loss: 0.0311543 | Time: 6032.44 ms
[2022-03-09 16:45:44 main:574] : INFO : Epoch 1807 | loss: 0.0311308 | val_loss: 0.0311591 | Time: 6115.9 ms
[2022-03-09 16:45:50 main:574] : INFO : Epoch 1808 | loss: 0.0311312 | val_loss: 0.031155 | Time: 6074.29 ms
[2022-03-09 16:45:56 main:574] : INFO : Epoch 1809 | loss: 0.0311305 | val_loss: 0.0311583 | Time: 5951.8 ms
[2022-03-09 16:46:02 main:574] : INFO : Epoch 1810 | loss: 0.031129 | val_loss: 0.0311559 | Time: 6004.02 ms
[2022-03-09 16:46:08 main:574] : INFO : Epoch 1811 | loss: 0.031133 | val_loss: 0.0311569 | Time: 5986.88 ms
[2022-03-09 16:46:14 main:574] : INFO : Epoch 1812 | loss: 0.0311424 | val_loss: 0.0311535 | Time: 6040.51 ms
[2022-03-09 16:46:20 main:574] : INFO : Epoch 1813 | loss: 0.0311393 | val_loss: 0.0311517 | Time: 5993.53 ms
[2022-03-09 16:46:26 main:574] : INFO : Epoch 1814 | loss: 0.0311383 | val_loss: 0.0311504 | Time: 5983.32 ms
[2022-03-09 16:46:32 main:574] : INFO : Epoch 1815 | loss: 0.0311389 | val_loss: 0.0311548 | Time: 6059.6 ms
[2022-03-09 16:46:38 main:574] : INFO : Epoch 1816 | loss: 0.0311402 | val_loss: 0.0311579 | Time: 6099 ms
[2022-03-09 16:46:44 main:574] : INFO : Epoch 1817 | loss: 0.0311389 | val_loss: 0.0311581 | Time: 6113.43 ms
[2022-03-09 16:46:50 main:574] : INFO : Epoch 1818 | loss: 0.0311387 | val_loss: 0.0311575 | Time: 6025.84 ms
[2022-03-09 16:46:56 main:574] : INFO : Epoch 1819 | loss: 0.0311396 | val_loss: 0.0311557 | Time: 5963.71 ms
[2022-03-09 16:47:02 main:574] : INFO : Epoch 1820 | loss: 0.0311412 | val_loss: 0.0311546 | Time: 5946.92 ms
[2022-03-09 16:47:08 main:574] : INFO : Epoch 1821 | loss: 0.0311401 | val_loss: 0.0311559 | Time: 6024.61 ms
[2022-03-09 16:47:14 main:574] : INFO : Epoch 1822 | loss: 0.0311377 | val_loss: 0.0311521 | Time: 5902.27 ms
[2022-03-09 16:47:20 main:574] : INFO : Epoch 1823 | loss: 0.0311352 | val_loss: 0.0311522 | Time: 5945.95 ms
[2022-03-09 16:47:26 main:574] : INFO : Epoch 1824 | loss: 0.0311336 | val_loss: 0.0311517 | Time: 5987.37 ms
[2022-03-09 16:47:32 main:574] : INFO : Epoch 1825 | loss: 0.0311336 | val_loss: 0.0311534 | Time: 6107.24 ms
[2022-03-09 16:47:38 main:574] : INFO : Epoch 1826 | loss: 0.0311331 | val_loss: 0.0311511 | Time: 5999.58 ms
[2022-03-09 16:47:44 main:574] : INFO : Epoch 1827 | loss: 0.0311326 | val_loss: 0.0311507 | Time: 5912.61 ms
[2022-03-09 16:47:50 main:574] : INFO : Epoch 1828 | loss: 0.0311334 | val_loss: 0.0311548 | Time: 6027.13 ms
[2022-03-09 16:47:56 main:574] : INFO : Epoch 1829 | loss: 0.0311342 | val_loss: 0.0311494 | Time: 5979.66 ms
[2022-03-09 16:48:02 main:574] : INFO : Epoch 1830 | loss: 0.0311367 | val_loss: 0.0311605 | Time: 6020.51 ms
[2022-03-09 16:48:08 main:574] : INFO : Epoch 1831 | loss: 0.0311425 | val_loss: 0.0311538 | Time: 5995.34 ms
[2022-03-09 16:48:14 main:574] : INFO : Epoch 1832 | loss: 0.031142 | val_loss: 0.0311544 | Time: 6090.1 ms
[2022-03-09 16:48:21 main:574] : INFO : Epoch 1833 | loss: 0.0311432 | val_loss: 0.0311527 | Time: 6074.39 ms
[2022-03-09 16:48:27 main:574] : INFO : Epoch 1834 | loss: 0.0311402 | val_loss: 0.0311568 | Time: 5999.63 ms
[2022-03-09 16:48:33 main:574] : INFO : Epoch 1835 | loss: 0.0311402 | val_loss: 0.0311515 | Time: 6007.52 ms
[2022-03-09 16:48:39 main:574] : INFO : Epoch 1836 | loss: 0.0311424 | val_loss: 0.0311546 | Time: 6030.31 ms
[2022-03-09 16:48:45 main:574] : INFO : Epoch 1837 | loss: 0.0311409 | val_loss: 0.031157 | Time: 6031.61 ms
[2022-03-09 16:48:51 main:574] : INFO : Epoch 1838 | loss: 0.0311403 | val_loss: 0.0311566 | Time: 6025.61 ms
[2022-03-09 16:48:57 main:574] : INFO : Epoch 1839 | loss: 0.0311391 | val_loss: 0.0311542 | Time: 5929.83 ms
[2022-03-09 16:49:01 main:574] : INFO : Epoch 1840 | loss: 0.0311405 | val_loss: 0.0311533 | Time: 4817.78 ms
[2022-03-09 16:49:06 main:574] : INFO : Epoch 1841 | loss: 0.0311392 | val_loss: 0.0311564 | Time: 4713.21 ms
[2022-03-09 16:49:11 main:574] : INFO : Epoch 1842 | loss: 0.0311382 | val_loss: 0.0311558 | Time: 4598.57 ms
[2022-03-09 16:49:15 main:574] : INFO : Epoch 1843 | loss: 0.0311372 | val_loss: 0.0311531 | Time: 4564.54 ms
[2022-03-09 16:49:20 main:574] : INFO : Epoch 1844 | loss: 0.0311366 | val_loss: 0.0311524 | Time: 4598.5 ms
[2022-03-09 16:49:25 main:574] : INFO : Epoch 1845 | loss: 0.031137 | val_loss: 0.0311542 | Time: 4595.59 ms
[2022-03-09 16:49:30 main:574] : INFO : Epoch 1846 | loss: 0.0311359 | val_loss: 0.0311535 | Time: 4952.39 ms
[2022-03-09 16:49:37 main:574] : INFO : Epoch 1847 | loss: 0.0311353 | val_loss: 0.0311573 | Time: 7460.14 ms
[2022-03-09 16:49:44 main:574] : INFO : Epoch 1848 | loss: 0.0311419 | val_loss: 0.0311533 | Time: 7180.62 ms
[2022-03-09 16:49:51 main:574] : INFO : Epoch 1849 | loss: 0.0311395 | val_loss: 0.0311546 | Time: 7151.33 ms
[2022-03-09 16:49:58 main:574] : INFO : Epoch 1850 | loss: 0.0311374 | val_loss: 0.031154 | Time: 7110.2 ms
[2022-03-09 16:50:06 main:574] : INFO : Epoch 1851 | loss: 0.031137 | val_loss: 0.0311545 | Time: 7088.45 ms
[2022-03-09 16:50:13 main:574] : INFO : Epoch 1852 | loss: 0.0311358 | val_loss: 0.0311551 | Time: 7189.59 ms
[2022-03-09 16:50:20 main:574] : INFO : Epoch 1853 | loss: 0.031135 | val_loss: 0.0311572 | Time: 7173.36 ms
[2022-03-09 16:50:27 main:574] : INFO : Epoch 1854 | loss: 0.0311347 | val_loss: 0.0311597 | Time: 7064.92 ms
[2022-03-09 16:50:34 main:574] : INFO : Epoch 1855 | loss: 0.0311343 | val_loss: 0.0311606 | Time: 7081.85 ms
[2022-03-09 16:50:41 main:574] : INFO : Epoch 1856 | loss: 0.0311342 | val_loss: 0.031155 | Time: 7119.79 ms
[2022-03-09 16:50:48 main:574] : INFO : Epoch 1857 | loss: 0.0311339 | val_loss: 0.0311569 | Time: 7079.47 ms
[2022-03-09 16:50:55 main:574] : INFO : Epoch 1858 | loss: 0.0311345 | val_loss: 0.0311549 | Time: 7159.53 ms
[2022-03-09 16:51:03 main:574] : INFO : Epoch 1859 | loss: 0.0311347 | val_loss: 0.0311592 | Time: 7091.29 ms
[2022-03-09 16:51:10 main:574] : INFO : Epoch 1860 | loss: 0.0311347 | val_loss: 0.0311562 | Time: 7118.06 ms
[2022-03-09 16:51:17 main:574] : INFO : Epoch 1861 | loss: 0.0311332 | val_loss: 0.0311592 | Time: 7023.99 ms
[2022-03-09 16:51:24 main:574] : INFO : Epoch 1862 | loss: 0.0311332 | val_loss: 0.031156 | Time: 7121.78 ms
[2022-03-09 16:51:31 main:574] : INFO : Epoch 1863 | loss: 0.0311325 | val_loss: 0.0311608 | Time: 7086.88 ms
[2022-03-09 16:51:38 main:574] : INFO : Epoch 1864 | loss: 0.031132 | val_loss: 0.0311541 | Time: 7161.54 ms
[2022-03-09 16:51:45 main:574] : INFO : Epoch 1865 | loss: 0.0311346 | val_loss: 0.0311547 | Time: 7107.67 ms
[2022-03-09 16:51:52 main:574] : INFO : Epoch 1866 | loss: 0.0311352 | val_loss: 0.0311577 | Time: 7136.8 ms
[2022-03-09 16:52:00 main:574] : INFO : Epoch 1867 | loss: 0.0311341 | val_loss: 0.0311576 | Time: 7115.77 ms
[2022-03-09 16:52:07 main:574] : INFO : Epoch 1868 | loss: 0.0311341 | val_loss: 0.0311585 | Time: 7141.59 ms
[2022-03-09 16:52:14 main:574] : INFO : Epoch 1869 | loss: 0.031132 | val_loss: 0.0311554 | Time: 7155.73 ms
[2022-03-09 16:52:21 main:574] : INFO : Epoch 1870 | loss: 0.0311313 | val_loss: 0.0311578 | Time: 7076.59 ms
[2022-03-09 16:52:28 main:574] : INFO : Epoch 1871 | loss: 0.0311328 | val_loss: 0.0311556 | Time: 7162.98 ms
[2022-03-09 16:52:35 main:574] : INFO : Epoch 1872 | loss: 0.0311332 | val_loss: 0.0311588 | Time: 7112.95 ms
[2022-03-09 16:52:42 main:574] : INFO : Epoch 1873 | loss: 0.0311325 | val_loss: 0.0311574 | Time: 7056.05 ms
[2022-03-09 16:52:49 main:574] : INFO : Epoch 1874 | loss: 0.0311325 | val_loss: 0.0311567 | Time: 7150.94 ms
[2022-03-09 16:52:57 main:574] : INFO : Epoch 1875 | loss: 0.0311328 | val_loss: 0.0311585 | Time: 7168.88 ms
[2022-03-09 16:53:04 main:574] : INFO : Epoch 1876 | loss: 0.0311314 | val_loss: 0.0311561 | Time: 7032.95 ms
[2022-03-09 16:53:11 main:574] : INFO : Epoch 1877 | loss: 0.031131 | val_loss: 0.0311598 | Time: 7206.04 ms
[2022-03-09 16:53:18 main:574] : INFO : Epoch 1878 | loss: 0.0311307 | val_loss: 0.0311535 | Time: 7090.07 ms
[2022-03-09 16:53:25 main:574] : INFO : Epoch 1879 | loss: 0.031131 | val_loss: 0.0311561 | Time: 7024.33 ms
[2022-03-09 16:53:32 main:574] : INFO : Epoch 1880 | loss: 0.0311315 | val_loss: 0.0311625 | Time: 6977.02 ms
[2022-03-09 16:53:39 main:574] : INFO : Epoch 1881 | loss: 0.0311346 | val_loss: 0.0311587 | Time: 7183.7 ms
[2022-03-09 16:53:46 main:574] : INFO : Epoch 1882 | loss: 0.031133 | val_loss: 0.0311551 | Time: 7152.88 ms
[2022-03-09 16:53:53 main:574] : INFO : Epoch 1883 | loss: 0.0311329 | val_loss: 0.0311589 | Time: 7079.42 ms
[2022-03-09 16:54:01 main:574] : INFO : Epoch 1884 | loss: 0.0311402 | val_loss: 0.0311564 | Time: 7159.94 ms
[2022-03-09 16:54:08 main:574] : INFO : Epoch 1885 | loss: 0.0311404 | val_loss: 0.0311669 | Time: 7125.3 ms
[2022-03-09 16:54:15 main:574] : INFO : Epoch 1886 | loss: 0.0311396 | val_loss: 0.0311787 | Time: 7145.85 ms
[2022-03-09 16:54:22 main:574] : INFO : Epoch 1887 | loss: 0.0327438 | val_loss: 0.0391745 | Time: 6965.88 ms
[2022-03-09 16:54:29 main:574] : INFO : Epoch 1888 | loss: 0.0355996 | val_loss: 0.0363205 | Time: 7225.5 ms
[2022-03-09 16:54:36 main:574] : INFO : Epoch 1889 | loss: 0.0325573 | val_loss: 0.0314224 | Time: 7156.11 ms
[2022-03-09 16:54:43 main:574] : INFO : Epoch 1890 | loss: 0.0313836 | val_loss: 0.0312781 | Time: 7101.55 ms
[2022-03-09 16:54:51 main:574] : INFO : Epoch 1891 | loss: 0.031269 | val_loss: 0.0312473 | Time: 7211.48 ms
[2022-03-09 16:54:58 main:574] : INFO : Epoch 1892 | loss: 0.031242 | val_loss: 0.0312355 | Time: 7299.26 ms
[2022-03-09 16:55:05 main:574] : INFO : Epoch 1893 | loss: 0.0312328 | val_loss: 0.0312286 | Time: 7155.4 ms
[2022-03-09 16:55:12 main:574] : INFO : Epoch 1894 | loss: 0.0312249 | val_loss: 0.03122 | Time: 7209.76 ms
[2022-03-09 16:55:19 main:574] : INFO : Epoch 1895 | loss: 0.0312164 | val_loss: 0.0312101 | Time: 6999.46 ms
[2022-03-09 16:55:26 main:574] : INFO : Epoch 1896 | loss: 0.031205 | val_loss: 0.0311997 | Time: 7117.23 ms
[2022-03-09 16:55:34 main:574] : INFO : Epoch 1897 | loss: 0.0311945 | val_loss: 0.0311871 | Time: 7195.22 ms
[2022-03-09 16:55:40 main:574] : INFO : Epoch 1898 | loss: 0.031186 | val_loss: 0.0311848 | Time: 6925.99 ms
[2022-03-09 16:55:48 main:574] : INFO : Epoch 1899 | loss: 0.0311861 | val_loss: 0.0311812 | Time: 7225.57 ms
[2022-03-09 16:55:55 main:574] : INFO : Epoch 1900 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 7112.4 ms
[2022-03-09 16:56:02 main:574] : INFO : Epoch 1901 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 7198.17 ms
[2022-03-09 16:56:09 main:574] : INFO : Epoch 1902 | loss: 0.0311786 | val_loss: 0.0311843 | Time: 7206.89 ms
[2022-03-09 16:56:16 main:574] : INFO : Epoch 1903 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 7201.45 ms
[2022-03-09 16:56:24 main:574] : INFO : Epoch 1904 | loss: 0.0311797 | val_loss: 0.0311844 | Time: 7223.26 ms
[2022-03-09 16:56:31 main:574] : INFO : Epoch 1905 | loss: 0.031191 | val_loss: 0.0311835 | Time: 7120.68 ms
[2022-03-09 16:56:38 main:574] : INFO : Epoch 1906 | loss: 0.0311867 | val_loss: 0.0311848 | Time: 7198.78 ms
[2022-03-09 16:56:45 main:574] : INFO : Epoch 1907 | loss: 0.0311855 | val_loss: 0.0311832 | Time: 6984.03 ms
[2022-03-09 16:56:52 main:574] : INFO : Epoch 1908 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 7168.74 ms
[2022-03-09 16:56:59 main:574] : INFO : Epoch 1909 | loss: 0.031184 | val_loss: 0.0311821 | Time: 7162.87 ms
[2022-03-09 16:57:07 main:574] : INFO : Epoch 1910 | loss: 0.0311817 | val_loss: 0.0311807 | Time: 7232.14 ms
[2022-03-09 16:57:14 main:574] : INFO : Epoch 1911 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 7127.71 ms
[2022-03-09 16:57:21 main:574] : INFO : Epoch 1912 | loss: 0.0311815 | val_loss: 0.0311781 | Time: 7215.54 ms
[2022-03-09 16:57:28 main:574] : INFO : Epoch 1913 | loss: 0.0311812 | val_loss: 0.0311785 | Time: 7125.47 ms
[2022-03-09 16:57:35 main:574] : INFO : Epoch 1914 | loss: 0.0311825 | val_loss: 0.0311793 | Time: 7163.48 ms
[2022-03-09 16:57:42 main:574] : INFO : Epoch 1915 | loss: 0.0311818 | val_loss: 0.0311776 | Time: 7155.15 ms
[2022-03-09 16:57:49 main:574] : INFO : Epoch 1916 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 7066.24 ms
[2022-03-09 16:57:57 main:574] : INFO : Epoch 1917 | loss: 0.0311788 | val_loss: 0.03118 | Time: 7022.11 ms
[2022-03-09 16:58:04 main:574] : INFO : Epoch 1918 | loss: 0.0311768 | val_loss: 0.0311765 | Time: 7054.49 ms
[2022-03-09 16:58:11 main:574] : INFO : Epoch 1919 | loss: 0.0311751 | val_loss: 0.0311763 | Time: 7014.37 ms
[2022-03-09 16:58:18 main:574] : INFO : Epoch 1920 | loss: 0.031175 | val_loss: 0.0311763 | Time: 7118.12 ms
[2022-03-09 16:58:25 main:574] : INFO : Epoch 1921 | loss: 0.0311758 | val_loss: 0.0311868 | Time: 7099.8 ms
[2022-03-09 16:58:32 main:574] : INFO : Epoch 1922 | loss: 0.0311779 | val_loss: 0.0311753 | Time: 7192.86 ms
[2022-03-09 16:58:39 main:574] : INFO : Epoch 1923 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 7064.65 ms
[2022-03-09 16:58:46 main:574] : INFO : Epoch 1924 | loss: 0.0311768 | val_loss: 0.0311748 | Time: 6968.07 ms
[2022-03-09 16:58:53 main:574] : INFO : Epoch 1925 | loss: 0.0311748 | val_loss: 0.0311742 | Time: 7042.37 ms
[2022-03-09 16:59:00 main:574] : INFO : Epoch 1926 | loss: 0.031175 | val_loss: 0.0311738 | Time: 7047.24 ms
[2022-03-09 16:59:07 main:574] : INFO : Epoch 1927 | loss: 0.0311744 | val_loss: 0.0311738 | Time: 7067.52 ms
[2022-03-09 16:59:14 main:574] : INFO : Epoch 1928 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 7076.02 ms
[2022-03-09 16:59:22 main:574] : INFO : Epoch 1929 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 7407.69 ms
[2022-03-09 16:59:29 main:574] : INFO : Epoch 1930 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 7205.26 ms
[2022-03-09 16:59:36 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 7079.85 ms
[2022-03-09 16:59:43 main:574] : INFO : Epoch 1932 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 7143.73 ms
[2022-03-09 16:59:50 main:574] : INFO : Epoch 1933 | loss: 0.0311731 | val_loss: 0.0311744 | Time: 7049.96 ms
[2022-03-09 16:59:57 main:574] : INFO : Epoch 1934 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 7094.25 ms
[2022-03-09 17:00:05 main:574] : INFO : Epoch 1935 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 7130.02 ms
[2022-03-09 17:00:12 main:574] : INFO : Epoch 1936 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 7086.34 ms
[2022-03-09 17:00:19 main:574] : INFO : Epoch 1937 | loss: 0.031165 | val_loss: 0.0311689 | Time: 7125.82 ms
[2022-03-09 17:00:26 main:574] : INFO : Epoch 1938 | loss: 0.0311631 | val_loss: 0.031166 | Time: 7190.58 ms
[2022-03-09 17:00:33 main:574] : INFO : Epoch 1939 | loss: 0.0311629 | val_loss: 0.031166 | Time: 7102.49 ms
[2022-03-09 17:00:40 main:574] : INFO : Epoch 1940 | loss: 0.0311614 | val_loss: 0.0311656 | Time: 7079.5 ms
[2022-03-09 17:00:47 main:574] : INFO : Epoch 1941 | loss: 0.0311601 | val_loss: 0.0311632 | Time: 7078.67 ms
[2022-03-09 17:00:54 main:574] : INFO : Epoch 1942 | loss: 0.0311591 | val_loss: 0.0311686 | Time: 7075.67 ms
[2022-03-09 17:01:01 main:574] : INFO : Epoch 1943 | loss: 0.0311587 | val_loss: 0.0311635 | Time: 7099.06 ms
[2022-03-09 17:01:09 main:574] : INFO : Epoch 1944 | loss: 0.0311571 | val_loss: 0.0311626 | Time: 7106.92 ms
[2022-03-09 17:01:16 main:574] : INFO : Epoch 1945 | loss: 0.0311586 | val_loss: 0.0311634 | Time: 7078.13 ms
[2022-03-09 17:01:23 main:574] : INFO : Epoch 1946 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 7083.92 ms
[2022-03-09 17:01:30 main:574] : INFO : Epoch 1947 | loss: 0.0311555 | val_loss: 0.0311616 | Time: 7021.87 ms
[2022-03-09 17:01:37 main:574] : INFO : Epoch 1948 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 7098.45 ms
[2022-03-09 17:01:44 main:574] : INFO : Epoch 1949 | loss: 0.0311522 | val_loss: 0.031159 | Time: 7070.18 ms
[2022-03-09 17:01:51 main:574] : INFO : Epoch 1950 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 7104.09 ms
[2022-03-09 17:01:58 main:574] : INFO : Epoch 1951 | loss: 0.0311503 | val_loss: 0.0311599 | Time: 7220.47 ms
[2022-03-09 17:02:05 main:574] : INFO : Epoch 1952 | loss: 0.031151 | val_loss: 0.0311572 | Time: 7101.56 ms
[2022-03-09 17:02:12 main:574] : INFO : Epoch 1953 | loss: 0.0311489 | val_loss: 0.0311581 | Time: 6983.06 ms
[2022-03-09 17:02:19 main:574] : INFO : Epoch 1954 | loss: 0.0311489 | val_loss: 0.0311579 | Time: 7001.75 ms
[2022-03-09 17:02:26 main:574] : INFO : Epoch 1955 | loss: 0.0311486 | val_loss: 0.0311593 | Time: 6996.84 ms
[2022-03-09 17:02:33 main:574] : INFO : Epoch 1956 | loss: 0.031149 | val_loss: 0.0311581 | Time: 7016.45 ms
[2022-03-09 17:02:40 main:574] : INFO : Epoch 1957 | loss: 0.0311479 | val_loss: 0.0311582 | Time: 7030.69 ms
[2022-03-09 17:02:48 main:574] : INFO : Epoch 1958 | loss: 0.031146 | val_loss: 0.0311613 | Time: 7141.2 ms
[2022-03-09 17:02:55 main:574] : INFO : Epoch 1959 | loss: 0.0311457 | val_loss: 0.0311594 | Time: 7075.89 ms
[2022-03-09 17:03:02 main:574] : INFO : Epoch 1960 | loss: 0.0311478 | val_loss: 0.0311585 | Time: 7138.02 ms
[2022-03-09 17:03:09 main:574] : INFO : Epoch 1961 | loss: 0.0311516 | val_loss: 0.0311578 | Time: 7064.23 ms
[2022-03-09 17:03:16 main:574] : INFO : Epoch 1962 | loss: 0.0311504 | val_loss: 0.031161 | Time: 7098.81 ms
[2022-03-09 17:03:23 main:574] : INFO : Epoch 1963 | loss: 0.0311502 | val_loss: 0.0311633 | Time: 7169.89 ms
[2022-03-09 17:03:30 main:574] : INFO : Epoch 1964 | loss: 0.0311531 | val_loss: 0.0311638 | Time: 7083.98 ms
[2022-03-09 17:03:37 main:574] : INFO : Epoch 1965 | loss: 0.0311547 | val_loss: 0.0311592 | Time: 7121.72 ms
[2022-03-09 17:03:45 main:574] : INFO : Epoch 1966 | loss: 0.0311507 | val_loss: 0.0311577 | Time: 7151.6 ms
[2022-03-09 17:03:52 main:574] : INFO : Epoch 1967 | loss: 0.0311488 | val_loss: 0.031159 | Time: 7091.59 ms
[2022-03-09 17:03:59 main:574] : INFO : Epoch 1968 | loss: 0.0311477 | val_loss: 0.0311591 | Time: 7139.45 ms
[2022-03-09 17:04:06 main:574] : INFO : Epoch 1969 | loss: 0.031146 | val_loss: 0.0311602 | Time: 7107.56 ms
[2022-03-09 17:04:13 main:574] : INFO : Epoch 1970 | loss: 0.0311445 | val_loss: 0.0311567 | Time: 7099.22 ms
[2022-03-09 17:04:20 main:574] : INFO : Epoch 1971 | loss: 0.0311438 | val_loss: 0.0311577 | Time: 7126.5 ms
[2022-03-09 17:04:27 main:574] : INFO : Epoch 1972 | loss: 0.0311461 | val_loss: 0.0311563 | Time: 7130.51 ms
[2022-03-09 17:04:34 main:574] : INFO : Epoch 1973 | loss: 0.0311452 | val_loss: 0.0311596 | Time: 7178.27 ms
[2022-03-09 17:04:42 main:574] : INFO : Epoch 1974 | loss: 0.0311455 | val_loss: 0.0311523 | Time: 7127.46 ms
[2022-03-09 17:04:49 main:574] : INFO : Epoch 1975 | loss: 0.0311463 | val_loss: 0.0311528 | Time: 7066.97 ms
[2022-03-09 17:04:56 main:574] : INFO : Epoch 1976 | loss: 0.0311467 | val_loss: 0.0311527 | Time: 7270.56 ms
[2022-03-09 17:05:03 main:574] : INFO : Epoch 1977 | loss: 0.0311455 | val_loss: 0.0311521 | Time: 7150.84 ms
[2022-03-09 17:05:10 main:574] : INFO : Epoch 1978 | loss: 0.0311441 | val_loss: 0.0311511 | Time: 6958.02 ms
[2022-03-09 17:05:17 main:574] : INFO : Epoch 1979 | loss: 0.0311431 | val_loss: 0.0311502 | Time: 7127.57 ms
[2022-03-09 17:05:24 main:574] : INFO : Epoch 1980 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 7002.45 ms
[2022-03-09 17:05:31 main:574] : INFO : Epoch 1981 | loss: 0.0311439 | val_loss: 0.0311547 | Time: 7081.35 ms
[2022-03-09 17:05:38 main:574] : INFO : Epoch 1982 | loss: 0.0311444 | val_loss: 0.0311534 | Time: 7155.98 ms
[2022-03-09 17:05:46 main:574] : INFO : Epoch 1983 | loss: 0.0311445 | val_loss: 0.0311512 | Time: 7054.91 ms
[2022-03-09 17:05:53 main:574] : INFO : Epoch 1984 | loss: 0.0311448 | val_loss: 0.031153 | Time: 7042.69 ms
[2022-03-09 17:06:00 main:574] : INFO : Epoch 1985 | loss: 0.0311439 | val_loss: 0.0311552 | Time: 7067.04 ms
[2022-03-09 17:06:07 main:574] : INFO : Epoch 1986 | loss: 0.0311419 | val_loss: 0.0311535 | Time: 7110.63 ms
[2022-03-09 17:06:14 main:574] : INFO : Epoch 1987 | loss: 0.0311405 | val_loss: 0.0311553 | Time: 6990.63 ms
[2022-03-09 17:06:21 main:574] : INFO : Epoch 1988 | loss: 0.0311396 | val_loss: 0.0311566 | Time: 7061.9 ms
[2022-03-09 17:06:28 main:574] : INFO : Epoch 1989 | loss: 0.0311415 | val_loss: 0.0311635 | Time: 7019.95 ms
[2022-03-09 17:06:35 main:574] : INFO : Epoch 1990 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 7172.15 ms
[2022-03-09 17:06:42 main:574] : INFO : Epoch 1991 | loss: 0.031142 | val_loss: 0.031158 | Time: 7185.73 ms
[2022-03-09 17:06:49 main:574] : INFO : Epoch 1992 | loss: 0.0311408 | val_loss: 0.0311548 | Time: 7101.39 ms
[2022-03-09 17:06:56 main:574] : INFO : Epoch 1993 | loss: 0.031144 | val_loss: 0.0311526 | Time: 7078.23 ms
[2022-03-09 17:07:03 main:574] : INFO : Epoch 1994 | loss: 0.0311412 | val_loss: 0.0311513 | Time: 6971.42 ms
[2022-03-09 17:07:11 main:574] : INFO : Epoch 1995 | loss: 0.0311411 | val_loss: 0.03115 | Time: 7100.96 ms
[2022-03-09 17:07:18 main:574] : INFO : Epoch 1996 | loss: 0.0311424 | val_loss: 0.0311511 | Time: 7052.05 ms
[2022-03-09 17:07:25 main:574] : INFO : Epoch 1997 | loss: 0.031143 | val_loss: 0.0311498 | Time: 7194.3 ms
[2022-03-09 17:07:32 main:574] : INFO : Epoch 1998 | loss: 0.0311418 | val_loss: 0.0311496 | Time: 6864.27 ms
[2022-03-09 17:07:39 main:574] : INFO : Epoch 1999 | loss: 0.0311416 | val_loss: 0.0311544 | Time: 7199.32 ms
[2022-03-09 17:07:46 main:574] : INFO : Epoch 2000 | loss: 0.0311434 | val_loss: 0.0311487 | Time: 7153.81 ms
[2022-03-09 17:07:53 main:574] : INFO : Epoch 2001 | loss: 0.0311401 | val_loss: 0.0311486 | Time: 7073.52 ms
[2022-03-09 17:08:00 main:574] : INFO : Epoch 2002 | loss: 0.0311386 | val_loss: 0.0311504 | Time: 7208.72 ms
[2022-03-09 17:08:08 main:574] : INFO : Epoch 2003 | loss: 0.0311388 | val_loss: 0.0311475 | Time: 7170.34 ms
[2022-03-09 17:08:15 main:574] : INFO : Epoch 2004 | loss: 0.031136 | val_loss: 0.0311495 | Time: 7121.7 ms
[2022-03-09 17:08:22 main:574] : INFO : Epoch 2005 | loss: 0.0311372 | val_loss: 0.0311504 | Time: 7103.93 ms
[2022-03-09 17:08:29 main:574] : INFO : Epoch 2006 | loss: 0.0311418 | val_loss: 0.0311492 | Time: 7029.22 ms
[2022-03-09 17:08:36 main:574] : INFO : Epoch 2007 | loss: 0.0311412 | val_loss: 0.0311516 | Time: 7075.71 ms
[2022-03-09 17:08:43 main:574] : INFO : Epoch 2008 | loss: 0.0311402 | val_loss: 0.0311516 | Time: 7110.48 ms
[2022-03-09 17:08:50 main:574] : INFO : Epoch 2009 | loss: 0.0311429 | val_loss: 0.0311513 | Time: 7125.46 ms
[2022-03-09 17:08:57 main:574] : INFO : Epoch 2010 | loss: 0.0311408 | val_loss: 0.0311512 | Time: 7140.84 ms
[2022-03-09 17:09:05 main:574] : INFO : Epoch 2011 | loss: 0.0311425 | val_loss: 0.0311507 | Time: 7381.47 ms
[2022-03-09 17:09:12 main:574] : INFO : Epoch 2012 | loss: 0.0311396 | val_loss: 0.0311498 | Time: 7146.82 ms
[2022-03-09 17:09:19 main:574] : INFO : Epoch 2013 | loss: 0.0311384 | val_loss: 0.0311517 | Time: 7165.19 ms
[2022-03-09 17:09:26 main:574] : INFO : Epoch 2014 | loss: 0.0311374 | val_loss: 0.0311532 | Time: 7165.46 ms
[2022-03-09 17:09:33 main:574] : INFO : Epoch 2015 | loss: 0.0311389 | val_loss: 0.031151 | Time: 7131.79 ms
[2022-03-09 17:09:41 main:574] : INFO : Epoch 2016 | loss: 0.031137 | val_loss: 0.0311532 | Time: 7266.05 ms
[2022-03-09 17:09:48 main:574] : INFO : Epoch 2017 | loss: 0.0311367 | val_loss: 0.0311493 | Time: 7233.07 ms
[2022-03-09 17:09:55 main:574] : INFO : Epoch 2018 | loss: 0.0311365 | val_loss: 0.031152 | Time: 7194.61 ms
[2022-03-09 17:10:02 main:574] : INFO : Epoch 2019 | loss: 0.0311358 | val_loss: 0.0311495 | Time: 7201.11 ms
[2022-03-09 17:10:09 main:574] : INFO : Epoch 2020 | loss: 0.0311352 | val_loss: 0.0311496 | Time: 7222.82 ms
[2022-03-09 17:10:17 main:574] : INFO : Epoch 2021 | loss: 0.0311362 | val_loss: 0.0311496 | Time: 7056.89 ms
[2022-03-09 17:10:24 main:574] : INFO : Epoch 2022 | loss: 0.0311378 | val_loss: 0.0311518 | Time: 7078.36 ms
[2022-03-09 17:10:31 main:574] : INFO : Epoch 2023 | loss: 0.0311372 | val_loss: 0.0311532 | Time: 7073.89 ms
[2022-03-09 17:10:38 main:574] : INFO : Epoch 2024 | loss: 0.0311409 | val_loss: 0.0311547 | Time: 7274.14 ms
[2022-03-09 17:10:45 main:574] : INFO : Epoch 2025 | loss: 0.031147 | val_loss: 0.0311537 | Time: 7231.45 ms
[2022-03-09 17:10:52 main:574] : INFO : Epoch 2026 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 7280.88 ms
[2022-03-09 17:10:59 main:574] : INFO : Epoch 2027 | loss: 0.0311528 | val_loss: 0.0311627 | Time: 7034.36 ms
[2022-03-09 17:11:07 main:574] : INFO : Epoch 2028 | loss: 0.0311529 | val_loss: 0.0311628 | Time: 7011.82 ms
[2022-03-09 17:11:14 main:574] : INFO : Epoch 2029 | loss: 0.03115 | val_loss: 0.0311611 | Time: 7070.49 ms
[2022-03-09 17:11:21 main:574] : INFO : Epoch 2030 | loss: 0.0311493 | val_loss: 0.0311601 | Time: 7186.38 ms
[2022-03-09 17:11:28 main:574] : INFO : Epoch 2031 | loss: 0.031147 | val_loss: 0.0311562 | Time: 7153.39 ms
[2022-03-09 17:11:35 main:574] : INFO : Epoch 2032 | loss: 0.0311453 | val_loss: 0.031156 | Time: 7255.17 ms
[2022-03-09 17:11:42 main:574] : INFO : Epoch 2033 | loss: 0.031145 | val_loss: 0.0311571 | Time: 7047.55 ms
[2022-03-09 17:11:49 main:574] : INFO : Epoch 2034 | loss: 0.0311441 | val_loss: 0.0311523 | Time: 7087.61 ms
[2022-03-09 17:11:57 main:574] : INFO : Epoch 2035 | loss: 0.0311431 | val_loss: 0.0311537 | Time: 7205.32 ms
[2022-03-09 17:12:03 main:574] : INFO : Epoch 2036 | loss: 0.0311417 | val_loss: 0.0311509 | Time: 6935.65 ms
[2022-03-09 17:12:11 main:574] : INFO : Epoch 2037 | loss: 0.0311409 | val_loss: 0.0311506 | Time: 7038.91 ms
[2022-03-09 17:12:18 main:574] : INFO : Epoch 2038 | loss: 0.0311412 | val_loss: 0.0311524 | Time: 7083.28 ms
[2022-03-09 17:12:25 main:574] : INFO : Epoch 2039 | loss: 0.0311408 | val_loss: 0.0311518 | Time: 7110.64 ms
[2022-03-09 17:12:32 main:574] : INFO : Epoch 2040 | loss: 0.03114 | val_loss: 0.0311538 | Time: 7167.53 ms
[2022-03-09 17:12:39 main:574] : INFO : Epoch 2041 | loss: 0.031139 | val_loss: 0.0311525 | Time: 7103.76 ms
[2022-03-09 17:12:46 main:574] : INFO : Epoch 2042 | loss: 0.0311382 | val_loss: 0.0311524 | Time: 7161.58 ms
[2022-03-09 17:12:53 main:574] : INFO : Epoch 2043 | loss: 0.0311392 | val_loss: 0.0311547 | Time: 7211.04 ms
[2022-03-09 17:13:00 main:574] : INFO : Epoch 2044 | loss: 0.0311382 | val_loss: 0.0311539 | Time: 7047.95 ms
[2022-03-09 17:13:08 main:574] : INFO : Epoch 2045 | loss: 0.0311422 | val_loss: 0.0311529 | Time: 7058.36 ms
[2022-03-09 17:13:15 main:574] : INFO : Epoch 2046 | loss: 0.0311406 | val_loss: 0.0311517 | Time: 7072.13 ms
[2022-03-09 17:13:22 main:574] : INFO : Epoch 2047 | loss: 0.0311426 | val_loss: 0.0311507 | Time: 7085.47 ms
[2022-03-09 17:13:29 main:574] : INFO : Epoch 2048 | loss: 0.0311423 | val_loss: 0.0311562 | Time: 6981.5 ms
[2022-03-09 17:13:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311562
[2022-03-09 17:13:29 main:603] : INFO : Saving end state to config to file
[2022-03-09 17:13:29 main:608] : INFO : Success, exiting..
17:13:29 (15316): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)