Task 12961110
| Name | ParityModified-1647043997-22368-0_0 |
| Workunit | 10093194 |
| Created | 12 Mar 2022, 0:13:22 UTC |
| Sent | 17 Mar 2022, 20:27:54 UTC |
| Report deadline | 25 Mar 2022, 20:27:54 UTC |
| Received | 18 Mar 2022, 19:40:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 13 min 44 sec |
| CPU time | 3 hours 11 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 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: 0.0311541 | val_loss: 0.031152 | Time: 5424.62 ms
[2022-03-18 11:46:24 main:574] : INFO : Epoch 1543 | loss: 0.0311535 | val_loss: 0.0311518 | Time: 5455.11 ms
[2022-03-18 11:46:30 main:574] : INFO : Epoch 1544 | loss: 0.0311484 | val_loss: 0.0311569 | Time: 5958.05 ms
[2022-03-18 11:46:36 main:574] : INFO : Epoch 1545 | loss: 0.0311482 | val_loss: 0.0311547 | Time: 5465.09 ms
[2022-03-18 11:46:41 main:574] : INFO : Epoch 1546 | loss: 0.0311453 | val_loss: 0.0311537 | Time: 5528.95 ms
[2022-03-18 11:46:47 main:574] : INFO : Epoch 1547 | loss: 0.0311451 | val_loss: 0.0311555 | Time: 5540.92 ms
[2022-03-18 11:46:52 main:574] : INFO : Epoch 1548 | loss: 0.0311441 | val_loss: 0.0311554 | Time: 5671.09 ms
[2022-03-18 11:46:58 main:574] : INFO : Epoch 1549 | loss: 0.0311448 | val_loss: 0.0311543 | Time: 5640.01 ms
[2022-03-18 11:47:03 main:574] : INFO : Epoch 1550 | loss: 0.0311451 | val_loss: 0.0311558 | Time: 5467.79 ms
[2022-03-18 11:47:09 main:574] : INFO : Epoch 1551 | loss: 0.031152 | val_loss: 0.0311616 | Time: 5677.8 ms
[2022-03-18 11:47:15 main:574] : INFO : Epoch 1552 | loss: 0.0311464 | val_loss: 0.0311533 | Time: 5448.88 ms
[2022-03-18 11:47:20 main:574] : INFO : Epoch 1553 | loss: 0.0311428 | val_loss: 0.0311527 | Time: 5599.16 ms
[2022-03-18 11:47:26 main:574] : INFO : Epoch 1554 | loss: 0.0311431 | val_loss: 0.0311551 | Time: 5470.18 ms
[2022-03-18 11:47:31 main:574] : INFO : Epoch 1555 | loss: 0.0311435 | val_loss: 0.0311535 | Time: 5536.29 ms
[2022-03-18 11:47:37 main:574] : INFO : Epoch 1556 | loss: 0.0311408 | val_loss: 0.0311542 | Time: 5569.07 ms
[2022-03-18 11:47:42 main:574] : INFO : Epoch 1557 | loss: 0.0311411 | val_loss: 0.0311597 | Time: 5492.28 ms
[2022-03-18 11:47:48 main:574] : INFO : Epoch 1558 | loss: 0.0311414 | val_loss: 0.0311527 | Time: 5470.3 ms
[2022-03-18 11:47:53 main:574] : INFO : Epoch 1559 | loss: 0.0311406 | val_loss: 0.0311531 | Time: 5422.03 ms
[2022-03-18 11:47:59 main:574] : INFO : Epoch 1560 | loss: 0.0311413 | val_loss: 0.0311582 | Time: 5493.4 ms
[2022-03-18 11:48:04 main:574] : INFO : Epoch 1561 | loss: 0.0311413 | val_loss: 0.0311555 | Time: 5527.56 ms
[2022-03-18 11:48:10 main:574] : INFO : Epoch 1562 | loss: 0.031141 | val_loss: 0.0311535 | Time: 5546.43 ms
[2022-03-18 11:48:15 main:574] : INFO : Epoch 1563 | loss: 0.0311427 | val_loss: 0.0311574 | Time: 5469.09 ms
[2022-03-18 11:48:21 main:574] : INFO : Epoch 1564 | loss: 0.0311462 | val_loss: 0.0311583 | Time: 5675.58 ms
[2022-03-18 11:48:27 main:574] : INFO : Epoch 1565 | loss: 0.0311495 | val_loss: 0.0311554 | Time: 5607.28 ms
[2022-03-18 11:48:32 main:574] : INFO : Epoch 1566 | loss: 0.0311511 | val_loss: 0.0311519 | Time: 5491.22 ms
[2022-03-18 11:48:37 main:574] : INFO : Epoch 1567 | loss: 0.0311445 | val_loss: 0.0311564 | Time: 5436.45 ms
[2022-03-18 11:48:43 main:574] : INFO : Epoch 1568 | loss: 0.0311452 | val_loss: 0.0311552 | Time: 5481.96 ms
[2022-03-18 11:48:49 main:574] : INFO : Epoch 1569 | loss: 0.0311466 | val_loss: 0.0311541 | Time: 5535.71 ms
[2022-03-18 11:48:55 main:574] : INFO : Epoch 1570 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 6201.91 ms
[2022-03-18 11:49:00 main:574] : INFO : Epoch 1571 | loss: 0.0311432 | val_loss: 0.0311733 | Time: 5549.8 ms
[2022-03-18 11:49:06 main:574] : INFO : Epoch 1572 | loss: 0.0311464 | val_loss: 0.0311643 | Time: 5651.79 ms
[2022-03-18 11:49:12 main:574] : INFO : Epoch 1573 | loss: 0.0311417 | val_loss: 0.0311614 | Time: 5797.44 ms
[2022-03-18 11:49:18 main:574] : INFO : Epoch 1574 | loss: 0.0311401 | val_loss: 0.0311555 | Time: 5776.62 ms
[2022-03-18 11:49:23 main:574] : INFO : Epoch 1575 | loss: 0.0311357 | val_loss: 0.0311557 | Time: 5679.45 ms
[2022-03-18 11:49:29 main:574] : INFO : Epoch 1576 | loss: 0.0311357 | val_loss: 0.0311528 | Time: 5476.43 ms
[2022-03-18 11:49:35 main:574] : INFO : Epoch 1577 | loss: 0.0311352 | val_loss: 0.0311553 | Time: 5971.91 ms
[2022-03-18 11:49:40 main:574] : INFO : Epoch 1578 | loss: 0.0311414 | val_loss: 0.0311538 | Time: 5546.11 ms
[2022-03-18 11:49:46 main:574] : INFO : Epoch 1579 | loss: 0.031141 | val_loss: 0.031153 | Time: 5835.76 ms
[2022-03-18 11:49:52 main:574] : INFO : Epoch 1580 | loss: 0.0311368 | val_loss: 0.0311508 | Time: 5950.27 ms
[2022-03-18 11:49:58 main:574] : INFO : Epoch 1581 | loss: 0.0311351 | val_loss: 0.0311516 | Time: 6360.91 ms
[2022-03-18 11:50:04 main:574] : INFO : Epoch 1582 | loss: 0.0311347 | val_loss: 0.0311558 | Time: 5515.68 ms
[2022-03-18 11:50:09 main:574] : INFO : Epoch 1583 | loss: 0.0311372 | val_loss: 0.0311661 | Time: 5488.04 ms
[2022-03-18 11:50:15 main:574] : INFO : Epoch 1584 | loss: 0.0311411 | val_loss: 0.0311596 | Time: 5455.99 ms
[2022-03-18 11:50:20 main:574] : INFO : Epoch 1585 | loss: 0.0311488 | val_loss: 0.0311599 | Time: 5496.7 ms
[2022-03-18 11:50:26 main:574] : INFO : Epoch 1586 | loss: 0.0311414 | val_loss: 0.0311512 | Time: 5539.33 ms
[2022-03-18 11:50:32 main:574] : INFO : Epoch 1587 | loss: 0.0311387 | val_loss: 0.0311509 | Time: 5653.83 ms
[2022-03-18 11:50:37 main:574] : INFO : Epoch 1588 | loss: 0.031136 | val_loss: 0.0311527 | Time: 5474.92 ms
[2022-03-18 11:50:43 main:574] : INFO : Epoch 1589 | loss: 0.0311346 | val_loss: 0.0311543 | Time: 5479.63 ms
[2022-03-18 11:50:48 main:574] : INFO : Epoch 1590 | loss: 0.0311355 | val_loss: 0.0311526 | Time: 5490.67 ms
[2022-03-18 11:50:53 main:574] : INFO : Epoch 1591 | loss: 0.0311331 | val_loss: 0.0311562 | Time: 5456.98 ms
[2022-03-18 11:51:00 main:574] : INFO : Epoch 1592 | loss: 0.0311389 | val_loss: 0.0311546 | Time: 6121.82 ms
[2022-03-18 11:51:05 main:574] : INFO : Epoch 1593 | loss: 0.0311365 | val_loss: 0.0311562 | Time: 5492.47 ms
[2022-03-18 11:51:11 main:574] : INFO : Epoch 1594 | loss: 0.0311644 | val_loss: 0.0311805 | Time: 5465.36 ms
[2022-03-18 11:51:16 main:574] : INFO : Epoch 1595 | loss: 0.0311716 | val_loss: 0.0311604 | Time: 5464.51 ms
[2022-03-18 11:51:22 main:574] : INFO : Epoch 1596 | loss: 0.0311605 | val_loss: 0.031157 | Time: 5448.32 ms
[2022-03-18 11:51:27 main:574] : INFO : Epoch 1597 | loss: 0.0311514 | val_loss: 0.0311514 | Time: 5527.71 ms
[2022-03-18 11:51:33 main:574] : INFO : Epoch 1598 | loss: 0.0311504 | val_loss: 0.0311527 | Time: 5510.42 ms
[2022-03-18 11:51:39 main:574] : INFO : Epoch 1599 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 5985.67 ms
[2022-03-18 11:51:44 main:574] : INFO : Epoch 1600 | loss: 0.0311427 | val_loss: 0.0311507 | Time: 5750.77 ms
[2022-03-18 11:51:50 main:574] : INFO : Epoch 1601 | loss: 0.0311401 | val_loss: 0.0311543 | Time: 5844.8 ms
[2022-03-18 11:51:56 main:574] : INFO : Epoch 1602 | loss: 0.031144 | val_loss: 0.0311637 | Time: 5861.5 ms
[2022-03-18 11:52:02 main:574] : INFO : Epoch 1603 | loss: 0.0311411 | val_loss: 0.0311579 | Time: 5558.18 ms
[2022-03-18 11:52:07 main:574] : INFO : Epoch 1604 | loss: 0.0311402 | val_loss: 0.0311516 | Time: 5451.13 ms
[2022-03-18 11:52:13 main:574] : INFO : Epoch 1605 | loss: 0.0311354 | val_loss: 0.0311517 | Time: 5543.67 ms
[2022-03-18 11:52:18 main:574] : INFO : Epoch 1606 | loss: 0.0311366 | val_loss: 0.031154 | Time: 5460.48 ms
[2022-03-18 11:52:24 main:574] : INFO : Epoch 1607 | loss: 0.0311355 | val_loss: 0.0311528 | Time: 5497.82 ms
[2022-03-18 11:52:29 main:574] : INFO : Epoch 1608 | loss: 0.0311378 | val_loss: 0.0311554 | Time: 5500.7 ms
[2022-03-18 11:52:35 main:574] : INFO : Epoch 1609 | loss: 0.0311352 | val_loss: 0.0311529 | Time: 5481.07 ms
[2022-03-18 11:52:40 main:574] : INFO : Epoch 1610 | loss: 0.0311342 | val_loss: 0.031158 | Time: 5426.85 ms
[2022-03-18 11:52:46 main:574] : INFO : Epoch 1611 | loss: 0.0311319 | val_loss: 0.0311556 | Time: 5511.32 ms
[2022-03-18 11:52:51 main:574] : INFO : Epoch 1612 | loss: 0.0311323 | val_loss: 0.031153 | Time: 5591.86 ms
[2022-03-18 11:52:57 main:574] : INFO : Epoch 1613 | loss: 0.0311314 | val_loss: 0.0311529 | Time: 5843.14 ms
[2022-03-18 11:53:02 main:574] : INFO : Epoch 1614 | loss: 0.0311313 | val_loss: 0.0311555 | Time: 5508.5 ms
[2022-03-18 11:53:08 main:574] : INFO : Epoch 1615 | loss: 0.0311319 | val_loss: 0.0311549 | Time: 5858.37 ms
[2022-03-18 11:53:14 main:574] : INFO : Epoch 1616 | loss: 0.0311352 | val_loss: 0.0311499 | Time: 5508.2 ms
[2022-03-18 11:53:19 main:574] : INFO : Epoch 1617 | loss: 0.0311363 | val_loss: 0.0311567 | Time: 5530.92 ms
[2022-03-18 11:53:25 main:574] : INFO : Epoch 1618 | loss: 0.0311388 | val_loss: 0.0311509 | Time: 5678.29 ms
[2022-03-18 11:53:31 main:574] : INFO : Epoch 1619 | loss: 0.0311339 | val_loss: 0.0311544 | Time: 5459.98 ms
[2022-03-18 11:53:36 main:574] : INFO : Epoch 1620 | loss: 0.0311336 | val_loss: 0.0311533 | Time: 5451.51 ms
[2022-03-18 11:53:42 main:574] : INFO : Epoch 1621 | loss: 0.0311309 | val_loss: 0.0311539 | Time: 5663.87 ms
[2022-03-18 11:53:47 main:574] : INFO : Epoch 1622 | loss: 0.0311312 | val_loss: 0.0311529 | Time: 5454.11 ms
[2022-03-18 11:53:53 main:574] : INFO : Epoch 1623 | loss: 0.0311323 | val_loss: 0.0311523 | Time: 5490.07 ms
[2022-03-18 11:53:58 main:574] : INFO : Epoch 1624 | loss: 0.0311328 | val_loss: 0.0311508 | Time: 5462.1 ms
[2022-03-18 11:54:04 main:574] : INFO : Epoch 1625 | loss: 0.031131 | val_loss: 0.0311558 | Time: 5495.3 ms
[2022-03-18 11:54:09 main:574] : INFO : Epoch 1626 | loss: 0.0311303 | val_loss: 0.0311504 | Time: 5507.38 ms
[2022-03-18 11:54:15 main:574] : INFO : Epoch 1627 | loss: 0.0311277 | val_loss: 0.0311576 | Time: 5482.74 ms
[2022-03-18 11:54:20 main:574] : INFO : Epoch 1628 | loss: 0.0311306 | val_loss: 0.0311546 | Time: 5470.29 ms
[2022-03-18 11:54:26 main:574] : INFO : Epoch 1629 | loss: 0.0311305 | val_loss: 0.031153 | Time: 5444.84 ms
[2022-03-18 11:54:31 main:574] : INFO : Epoch 1630 | loss: 0.0311315 | val_loss: 0.0311485 | Time: 5433.13 ms
[2022-03-18 11:54:37 main:574] : INFO : Epoch 1631 | loss: 0.031128 | val_loss: 0.0311609 | Time: 5861.74 ms
[2022-03-18 11:54:43 main:574] : INFO : Epoch 1632 | loss: 0.0311279 | val_loss: 0.0311526 | Time: 5948.21 ms
[2022-03-18 11:54:49 main:574] : INFO : Epoch 1633 | loss: 0.0311282 | val_loss: 0.0311584 | Time: 5802.15 ms
[2022-03-18 11:54:54 main:574] : INFO : Epoch 1634 | loss: 0.0311293 | val_loss: 0.0311521 | Time: 5630 ms
[2022-03-18 11:55:00 main:574] : INFO : Epoch 1635 | loss: 0.0311279 | val_loss: 0.0311519 | Time: 5592.87 ms
[2022-03-18 11:55:05 main:574] : INFO : Epoch 1636 | loss: 0.0311285 | val_loss: 0.0311554 | Time: 5531.98 ms
[2022-03-18 11:55:11 main:574] : INFO : Epoch 1637 | loss: 0.0311286 | val_loss: 0.031163 | Time: 5459.14 ms
[2022-03-18 11:55:16 main:574] : INFO : Epoch 1638 | loss: 0.0311258 | val_loss: 0.0311496 | Time: 5623.1 ms
[2022-03-18 11:55:22 main:574] : INFO : Epoch 1639 | loss: 0.0311239 | val_loss: 0.0311546 | Time: 5481.66 ms
[2022-03-18 11:55:27 main:574] : INFO : Epoch 1640 | loss: 0.0311241 | val_loss: 0.0311519 | Time: 5425.93 ms
[2022-03-18 11:55:33 main:574] : INFO : Epoch 1641 | loss: 0.0311243 | val_loss: 0.0311514 | Time: 5980.79 ms
[2022-03-18 11:55:39 main:574] : INFO : Epoch 1642 | loss: 0.0311235 | val_loss: 0.0311548 | Time: 5840.38 ms
[2022-03-18 11:55:45 main:574] : INFO : Epoch 1643 | loss: 0.031125 | val_loss: 0.0311495 | Time: 5536.81 ms
[2022-03-18 11:55:50 main:574] : INFO : Epoch 1644 | loss: 0.031125 | val_loss: 0.0311516 | Time: 5464.09 ms
[2022-03-18 11:55:56 main:574] : INFO : Epoch 1645 | loss: 0.0311239 | val_loss: 0.0311538 | Time: 5447.66 ms
[2022-03-18 11:56:01 main:574] : INFO : Epoch 1646 | loss: 0.0311244 | val_loss: 0.0311522 | Time: 5455.52 ms
[2022-03-18 11:56:07 main:574] : INFO : Epoch 1647 | loss: 0.0311248 | val_loss: 0.0311517 | Time: 5636.54 ms
[2022-03-18 11:56:13 main:574] : INFO : Epoch 1648 | loss: 0.031126 | val_loss: 0.0311544 | Time: 6006.56 ms
[2022-03-18 11:56:18 main:574] : INFO : Epoch 1649 | loss: 0.0311235 | val_loss: 0.0311561 | Time: 5699.45 ms
[2022-03-18 11:56:24 main:574] : INFO : Epoch 1650 | loss: 0.0311252 | val_loss: 0.0311543 | Time: 5517.32 ms
[2022-03-18 11:56:29 main:574] : INFO : Epoch 1651 | loss: 0.0311254 | val_loss: 0.0311529 | Time: 5417.29 ms
[2022-03-18 11:56:35 main:574] : INFO : Epoch 1652 | loss: 0.0311238 | val_loss: 0.0311525 | Time: 5469.69 ms
[2022-03-18 11:56:40 main:574] : INFO : Epoch 1653 | loss: 0.0311219 | val_loss: 0.031163 | Time: 5554.96 ms
[2022-03-18 11:56:46 main:574] : INFO : Epoch 1654 | loss: 0.0311235 | val_loss: 0.0311612 | Time: 5417.39 ms
[2022-03-18 11:56:51 main:574] : INFO : Epoch 1655 | loss: 0.031125 | val_loss: 0.031162 | Time: 5433.74 ms
[2022-03-18 11:56:57 main:574] : INFO : Epoch 1656 | loss: 0.0311269 | val_loss: 0.0311651 | Time: 5246.79 ms
[2022-03-18 11:57:03 main:574] : INFO : Epoch 1657 | loss: 0.031127 | val_loss: 0.0311538 | Time: 6177.23 ms
[2022-03-18 11:57:08 main:574] : INFO : Epoch 1658 | loss: 0.0311217 | val_loss: 0.0311578 | Time: 5607.55 ms
[2022-03-18 11:57:14 main:574] : INFO : Epoch 1659 | loss: 0.0311238 | val_loss: 0.0311588 | Time: 5486.77 ms
[2022-03-18 11:57:19 main:574] : INFO : Epoch 1660 | loss: 0.0311226 | val_loss: 0.0311504 | Time: 5416.95 ms
[2022-03-18 11:57:25 main:574] : INFO : Epoch 1661 | loss: 0.0311226 | val_loss: 0.0311565 | Time: 5548.73 ms
[2022-03-18 11:57:30 main:574] : INFO : Epoch 1662 | loss: 0.0311231 | val_loss: 0.0311534 | Time: 5423.11 ms
[2022-03-18 11:57:36 main:574] : INFO : Epoch 1663 | loss: 0.0311212 | val_loss: 0.0311588 | Time: 5433.89 ms
[2022-03-18 11:57:41 main:574] : INFO : Epoch 1664 | loss: 0.0311238 | val_loss: 0.0311493 | Time: 5527.04 ms
[2022-03-18 11:57:47 main:574] : INFO : Epoch 1665 | loss: 0.0311231 | val_loss: 0.0311537 | Time: 5457.34 ms
[2022-03-18 11:57:52 main:574] : INFO : Epoch 1666 | loss: 0.031122 | val_loss: 0.0311628 | Time: 5473.7 ms
[2022-03-18 11:57:58 main:574] : INFO : Epoch 1667 | loss: 0.0311225 | val_loss: 0.031164 | Time: 5520.8 ms
[2022-03-18 11:58:03 main:574] : INFO : Epoch 1668 | loss: 0.0311209 | val_loss: 0.0311573 | Time: 5573.07 ms
[2022-03-18 11:58:09 main:574] : INFO : Epoch 1669 | loss: 0.0311206 | val_loss: 0.0311562 | Time: 5516 ms
[2022-03-18 11:58:14 main:574] : INFO : Epoch 1670 | loss: 0.0311196 | val_loss: 0.031155 | Time: 5484.12 ms
[2022-03-18 11:58:20 main:574] : INFO : Epoch 1671 | loss: 0.0311196 | val_loss: 0.0311551 | Time: 5680.66 ms
[2022-03-18 11:58:25 main:574] : INFO : Epoch 1672 | loss: 0.0311189 | val_loss: 0.0311557 | Time: 5500.69 ms
[2022-03-18 11:58:31 main:574] : INFO : Epoch 1673 | loss: 0.0311203 | val_loss: 0.031158 | Time: 5547.81 ms
[2022-03-18 11:58:37 main:574] : INFO : Epoch 1674 | loss: 0.0311196 | val_loss: 0.0311566 | Time: 5710.97 ms
[2022-03-18 11:58:42 main:574] : INFO : Epoch 1675 | loss: 0.0311184 | val_loss: 0.0311564 | Time: 5443.05 ms
[2022-03-18 11:58:48 main:574] : INFO : Epoch 1676 | loss: 0.0311191 | val_loss: 0.031156 | Time: 5506.18 ms
[2022-03-18 11:58:53 main:574] : INFO : Epoch 1677 | loss: 0.0311191 | val_loss: 0.0311591 | Time: 5466.74 ms
[2022-03-18 11:58:59 main:574] : INFO : Epoch 1678 | loss: 0.0311198 | val_loss: 0.0311606 | Time: 5535.07 ms
[2022-03-18 11:59:04 main:574] : INFO : Epoch 1679 | loss: 0.0311193 | val_loss: 0.03116 | Time: 5586.91 ms
[2022-03-18 11:59:10 main:574] : INFO : Epoch 1680 | loss: 0.0311219 | val_loss: 0.0311579 | Time: 5451.93 ms
[2022-03-18 11:59:15 main:574] : INFO : Epoch 1681 | loss: 0.0311235 | val_loss: 0.0311578 | Time: 5491.57 ms
[2022-03-18 11:59:21 main:574] : INFO : Epoch 1682 | loss: 0.0311215 | val_loss: 0.0311653 | Time: 5631.04 ms
[2022-03-18 11:59:27 main:574] : INFO : Epoch 1683 | loss: 0.0311188 | val_loss: 0.0311559 | Time: 5660.69 ms
[2022-03-18 11:59:32 main:574] : INFO : Epoch 1684 | loss: 0.0311179 | val_loss: 0.0311574 | Time: 5533.49 ms
[2022-03-18 11:59:38 main:574] : INFO : Epoch 1685 | loss: 0.031118 | val_loss: 0.0311604 | Time: 5484.55 ms
[2022-03-18 11:59:43 main:574] : INFO : Epoch 1686 | loss: 0.0311175 | val_loss: 0.0311589 | Time: 5497.35 ms
[2022-03-18 11:59:49 main:574] : INFO : Epoch 1687 | loss: 0.0311186 | val_loss: 0.0311633 | Time: 5520.1 ms
[2022-03-18 11:59:54 main:574] : INFO : Epoch 1688 | loss: 0.0311227 | val_loss: 0.0311667 | Time: 5463.99 ms
[2022-03-18 12:00:00 main:574] : INFO : Epoch 1689 | loss: 0.0311271 | val_loss: 0.0311617 | Time: 5424.87 ms
[2022-03-18 12:00:05 main:574] : INFO : Epoch 1690 | loss: 0.031123 | val_loss: 0.0311559 | Time: 5791.39 ms
[2022-03-18 12:00:11 main:574] : INFO : Epoch 1691 | loss: 0.0311279 | val_loss: 0.031161 | Time: 5636.46 ms
[2022-03-18 12:00:16 main:574] : INFO : Epoch 1692 | loss: 0.0311319 | val_loss: 0.0311532 | Time: 5470.38 ms
[2022-03-18 12:00:22 main:574] : INFO : Epoch 1693 | loss: 0.0311231 | val_loss: 0.0311543 | Time: 5491.74 ms
[2022-03-18 12:00:27 main:574] : INFO : Epoch 1694 | loss: 0.0311215 | val_loss: 0.0311549 | Time: 5509.22 ms
[2022-03-18 12:00:33 main:574] : INFO : Epoch 1695 | loss: 0.0311189 | val_loss: 0.0311571 | Time: 5504.43 ms
[2022-03-18 12:00:39 main:574] : INFO : Epoch 1696 | loss: 0.031119 | val_loss: 0.0311597 | Time: 5910.14 ms
[2022-03-18 12:00:44 main:574] : INFO : Epoch 1697 | loss: 0.0311182 | val_loss: 0.0311584 | Time: 5544.93 ms
[2022-03-18 12:00:50 main:574] : INFO : Epoch 1698 | loss: 0.0311273 | val_loss: 0.0311624 | Time: 5528.54 ms
[2022-03-18 12:00:55 main:574] : INFO : Epoch 1699 | loss: 0.0311495 | val_loss: 0.0311544 | Time: 5444.92 ms
[2022-03-18 12:01:01 main:574] : INFO : Epoch 1700 | loss: 0.0311381 | val_loss: 0.0311494 | Time: 5525.22 ms
[2022-03-18 12:01:07 main:574] : INFO : Epoch 1701 | loss: 0.031133 | val_loss: 0.0311549 | Time: 5944.81 ms
[2022-03-18 12:01:12 main:574] : INFO : Epoch 1702 | loss: 0.0311294 | val_loss: 0.0311515 | Time: 5474.19 ms
[2022-03-18 12:01:18 main:574] : INFO : Epoch 1703 | loss: 0.0311272 | val_loss: 0.0311521 | Time: 5502.13 ms
[2022-03-18 12:01:23 main:574] : INFO : Epoch 1704 | loss: 0.0311261 | val_loss: 0.0311554 | Time: 5449.16 ms
[2022-03-18 12:01:29 main:574] : INFO : Epoch 1705 | loss: 0.0311264 | val_loss: 0.0311554 | Time: 5429.07 ms
[2022-03-18 12:01:34 main:574] : INFO : Epoch 1706 | loss: 0.031125 | val_loss: 0.0311542 | Time: 5432.74 ms
[2022-03-18 12:01:40 main:574] : INFO : Epoch 1707 | loss: 0.0311249 | val_loss: 0.0311525 | Time: 5451.85 ms
[2022-03-18 12:01:45 main:574] : INFO : Epoch 1708 | loss: 0.0311243 | val_loss: 0.0311533 | Time: 5534.08 ms
[2022-03-18 12:01:51 main:574] : INFO : Epoch 1709 | loss: 0.0311224 | val_loss: 0.0311553 | Time: 5576.12 ms
[2022-03-18 12:01:56 main:574] : INFO : Epoch 1710 | loss: 0.0311207 | val_loss: 0.0311531 | Time: 5436.13 ms
[2022-03-18 12:02:02 main:574] : INFO : Epoch 1711 | loss: 0.0311203 | val_loss: 0.0311508 | Time: 5442.73 ms
[2022-03-18 12:02:08 main:574] : INFO : Epoch 1712 | loss: 0.0311206 | val_loss: 0.0311547 | Time: 5908.97 ms
[2022-03-18 12:02:13 main:574] : INFO : Epoch 1713 | loss: 0.0311203 | val_loss: 0.0311529 | Time: 5696.52 ms
[2022-03-18 12:02:19 main:574] : INFO : Epoch 1714 | loss: 0.031122 | val_loss: 0.0311509 | Time: 5460.24 ms
[2022-03-18 12:02:24 main:574] : INFO : Epoch 1715 | loss: 0.0311192 | val_loss: 0.0311532 | Time: 5428.47 ms
[2022-03-18 12:02:30 main:574] : INFO : Epoch 1716 | loss: 0.0311175 | val_loss: 0.031155 | Time: 5453.47 ms
[2022-03-18 12:02:35 main:574] : INFO : Epoch 1717 | loss: 0.0311223 | val_loss: 0.0311809 | Time: 5433.23 ms
[2022-03-18 12:02:41 main:574] : INFO : Epoch 1718 | loss: 0.0311321 | val_loss: 0.0311613 | Time: 5470.89 ms
[2022-03-18 12:02:46 main:574] : INFO : Epoch 1719 | loss: 0.0311203 | val_loss: 0.0311564 | Time: 5545.02 ms
[2022-03-18 12:02:52 main:574] : INFO : Epoch 1720 | loss: 0.0311228 | val_loss: 0.0311657 | Time: 5491.31 ms
[2022-03-18 12:02:57 main:574] : INFO : Epoch 1721 | loss: 0.0311214 | val_loss: 0.0311564 | Time: 5655.44 ms
[2022-03-18 12:03:03 main:574] : INFO : Epoch 1722 | loss: 0.0311202 | val_loss: 0.0311506 | Time: 5432.94 ms
[2022-03-18 12:03:09 main:574] : INFO : Epoch 1723 | loss: 0.0311185 | val_loss: 0.0311546 | Time: 5890.38 ms
[2022-03-18 12:03:14 main:574] : INFO : Epoch 1724 | loss: 0.0311168 | val_loss: 0.0311586 | Time: 5452.49 ms
[2022-03-18 12:03:20 main:574] : INFO : Epoch 1725 | loss: 0.0311181 | val_loss: 0.0311536 | Time: 5454.11 ms
[2022-03-18 12:03:25 main:574] : INFO : Epoch 1726 | loss: 0.0311166 | val_loss: 0.0311523 | Time: 5417.32 ms
[2022-03-18 12:03:30 main:574] : INFO : Epoch 1727 | loss: 0.031115 | val_loss: 0.0311577 | Time: 5480.26 ms
[2022-03-18 12:03:36 main:574] : INFO : Epoch 1728 | loss: 0.031115 | val_loss: 0.0311569 | Time: 5464.49 ms
[2022-03-18 12:03:42 main:574] : INFO : Epoch 1729 | loss: 0.031116 | val_loss: 0.0311582 | Time: 5674.05 ms
[2022-03-18 12:03:47 main:574] : INFO : Epoch 1730 | loss: 0.0311178 | val_loss: 0.0311659 | Time: 5453.5 ms
[2022-03-18 12:03:53 main:574] : INFO : Epoch 1731 | loss: 0.0311179 | val_loss: 0.0311617 | Time: 5676.63 ms
[2022-03-18 12:03:58 main:574] : INFO : Epoch 1732 | loss: 0.0311171 | val_loss: 0.0311612 | Time: 5450.49 ms
[2022-03-18 12:04:04 main:574] : INFO : Epoch 1733 | loss: 0.0311177 | val_loss: 0.0311581 | Time: 5457.79 ms
[2022-03-18 12:04:09 main:574] : INFO : Epoch 1734 | loss: 0.0311175 | val_loss: 0.0311615 | Time: 5456.88 ms
[2022-03-18 12:04:15 main:574] : INFO : Epoch 1735 | loss: 0.0311185 | val_loss: 0.0311741 | Time: 5473.92 ms
[2022-03-18 12:04:20 main:574] : INFO : Epoch 1736 | loss: 0.0311187 | val_loss: 0.0311621 | Time: 5461.56 ms
[2022-03-18 12:04:26 main:574] : INFO : Epoch 1737 | loss: 0.0311202 | val_loss: 0.0311653 | Time: 5471.97 ms
[2022-03-18 12:04:31 main:574] : INFO : Epoch 1738 | loss: 0.0311201 | val_loss: 0.0311575 | Time: 5439.39 ms
[2022-03-18 12:04:36 main:574] : INFO : Epoch 1739 | loss: 0.0311155 | val_loss: 0.0311636 | Time: 5479.31 ms
[2022-03-18 12:04:42 main:574] : INFO : Epoch 1740 | loss: 0.0311136 | val_loss: 0.03116 | Time: 5798.72 ms
[2022-03-18 12:04:48 main:574] : INFO : Epoch 1741 | loss: 0.0311132 | val_loss: 0.0311611 | Time: 5431.38 ms
[2022-03-18 12:04:53 main:574] : INFO : Epoch 1742 | loss: 0.0311139 | val_loss: 0.0311574 | Time: 5499.3 ms
[2022-03-18 12:04:59 main:574] : INFO : Epoch 1743 | loss: 0.0311137 | val_loss: 0.0311639 | Time: 5475.55 ms
[2022-03-18 12:05:04 main:574] : INFO : Epoch 1744 | loss: 0.0311169 | val_loss: 0.0311552 | Time: 5476.6 ms
[2022-03-18 12:05:10 main:574] : INFO : Epoch 1745 | loss: 0.0311149 | val_loss: 0.0311653 | Time: 6069.04 ms
[2022-03-18 12:05:16 main:574] : INFO : Epoch 1746 | loss: 0.0311184 | val_loss: 0.0311586 | Time: 5696.59 ms
[2022-03-18 12:05:22 main:574] : INFO : Epoch 1747 | loss: 0.0311155 | val_loss: 0.0311574 | Time: 5660.45 ms
[2022-03-18 12:05:27 main:574] : INFO : Epoch 1748 | loss: 0.0311121 | val_loss: 0.0311652 | Time: 5756.57 ms
[2022-03-18 12:05:33 main:574] : INFO : Epoch 1749 | loss: 0.0311132 | val_loss: 0.0311627 | Time: 5492.69 ms
[2022-03-18 12:05:38 main:574] : INFO : Epoch 1750 | loss: 0.0311107 | val_loss: 0.0311637 | Time: 5335.63 ms
[2022-03-18 12:05:44 main:574] : INFO : Epoch 1751 | loss: 0.0311136 | val_loss: 0.0311643 | Time: 5608.39 ms
[2022-03-18 12:05:50 main:574] : INFO : Epoch 1752 | loss: 0.0311134 | val_loss: 0.0311655 | Time: 5654.33 ms
[2022-03-18 12:05:55 main:574] : INFO : Epoch 1753 | loss: 0.0311127 | val_loss: 0.0311663 | Time: 5413.78 ms
[2022-03-18 12:06:00 main:574] : INFO : Epoch 1754 | loss: 0.0311148 | val_loss: 0.0311621 | Time: 5437.49 ms
[2022-03-18 12:06:06 main:574] : INFO : Epoch 1755 | loss: 0.0311126 | val_loss: 0.0311668 | Time: 5474.33 ms
[2022-03-18 12:06:11 main:574] : INFO : Epoch 1756 | loss: 0.0311133 | val_loss: 0.0311603 | Time: 5467.74 ms
[2022-03-18 12:06:17 main:574] : INFO : Epoch 1757 | loss: 0.0311167 | val_loss: 0.0311606 | Time: 5423.89 ms
[2022-03-18 12:06:23 main:574] : INFO : Epoch 1758 | loss: 0.0311131 | val_loss: 0.0311674 | Time: 5911.01 ms
[2022-03-18 12:06:28 main:574] : INFO : Epoch 1759 | loss: 0.0311149 | val_loss: 0.0311609 | Time: 5483.25 ms
[2022-03-18 12:06:34 main:574] : INFO : Epoch 1760 | loss: 0.0311139 | val_loss: 0.0311662 | Time: 5513.33 ms
[2022-03-18 12:06:39 main:574] : INFO : Epoch 1761 | loss: 0.0311129 | val_loss: 0.0311653 | Time: 5439.49 ms
[2022-03-18 12:06:45 main:574] : INFO : Epoch 1762 | loss: 0.031114 | val_loss: 0.0311677 | Time: 5412.2 ms
[2022-03-18 12:06:50 main:574] : INFO : Epoch 1763 | loss: 0.0311307 | val_loss: 0.0311566 | Time: 5457.77 ms
[2022-03-18 12:06:55 main:574] : INFO : Epoch 1764 | loss: 0.0311343 | val_loss: 0.031158 | Time: 5484.68 ms
[2022-03-18 12:07:01 main:574] : INFO : Epoch 1765 | loss: 0.0311227 | val_loss: 0.0311582 | Time: 5467.54 ms
[2022-03-18 12:07:06 main:574] : INFO : Epoch 1766 | loss: 0.0311175 | val_loss: 0.031161 | Time: 5393.25 ms
[2022-03-18 12:07:12 main:574] : INFO : Epoch 1767 | loss: 0.031117 | val_loss: 0.0311611 | Time: 5437.15 ms
[2022-03-18 12:07:17 main:574] : INFO : Epoch 1768 | loss: 0.0311164 | val_loss: 0.0311709 | Time: 5457.94 ms
[2022-03-18 12:07:23 main:574] : INFO : Epoch 1769 | loss: 0.0311152 | val_loss: 0.0311577 | Time: 5449.44 ms
[2022-03-18 12:07:28 main:574] : INFO : Epoch 1770 | loss: 0.0311111 | val_loss: 0.0311672 | Time: 5432.07 ms
[2022-03-18 12:07:34 main:574] : INFO : Epoch 1771 | loss: 0.0311102 | val_loss: 0.0311666 | Time: 5425.83 ms
[2022-03-18 12:07:39 main:574] : INFO : Epoch 1772 | loss: 0.0311114 | val_loss: 0.0311705 | Time: 5442.93 ms
[2022-03-18 12:07:45 main:574] : INFO : Epoch 1773 | loss: 0.0311125 | val_loss: 0.0311587 | Time: 5439.21 ms
[2022-03-18 12:07:50 main:574] : INFO : Epoch 1774 | loss: 0.0311115 | val_loss: 0.0311722 | Time: 5487.94 ms
[2022-03-18 12:07:55 main:574] : INFO : Epoch 1775 | loss: 0.0311123 | val_loss: 0.0311718 | Time: 5492.39 ms
[2022-03-18 12:08:01 main:574] : INFO : Epoch 1776 | loss: 0.031116 | val_loss: 0.0311653 | Time: 5426.9 ms
[2022-03-18 12:08:06 main:574] : INFO : Epoch 1777 | loss: 0.031116 | val_loss: 0.0311654 | Time: 5547.59 ms
[2022-03-18 12:08:12 main:574] : INFO : Epoch 1778 | loss: 0.0311129 | val_loss: 0.0311612 | Time: 5482.55 ms
[2022-03-18 12:08:17 main:574] : INFO : Epoch 1779 | loss: 0.031113 | val_loss: 0.0311681 | Time: 5408.87 ms
[2022-03-18 12:08:23 main:574] : INFO : Epoch 1780 | loss: 0.031114 | val_loss: 0.0311604 | Time: 5479.46 ms
[2022-03-18 12:08:28 main:574] : INFO : Epoch 1781 | loss: 0.0311138 | val_loss: 0.0311663 | Time: 5459.23 ms
[2022-03-18 12:08:34 main:574] : INFO : Epoch 1782 | loss: 0.0311109 | val_loss: 0.0311658 | Time: 5827.91 ms
[2022-03-18 12:08:40 main:574] : INFO : Epoch 1783 | loss: 0.0311132 | val_loss: 0.0311678 | Time: 5764.91 ms
[2022-03-18 12:08:45 main:574] : INFO : Epoch 1784 | loss: 0.0311088 | val_loss: 0.0311685 | Time: 5523.5 ms
[2022-03-18 12:08:51 main:574] : INFO : Epoch 1785 | loss: 0.0311086 | val_loss: 0.0311706 | Time: 5659.53 ms
[2022-03-18 12:08:57 main:574] : INFO : Epoch 1786 | loss: 0.0311111 | val_loss: 0.0311547 | Time: 5534.29 ms
[2022-03-18 12:09:02 main:574] : INFO : Epoch 1787 | loss: 0.0311116 | val_loss: 0.031168 | Time: 5481.71 ms
[2022-03-18 12:09:08 main:574] : INFO : Epoch 1788 | loss: 0.031113 | val_loss: 0.0311637 | Time: 5475.95 ms
[2022-03-18 12:09:13 main:574] : INFO : Epoch 1789 | loss: 0.0311131 | val_loss: 0.0311671 | Time: 5437.24 ms
[2022-03-18 12:09:19 main:574] : INFO : Epoch 1790 | loss: 0.0311117 | val_loss: 0.0311619 | Time: 5465.61 ms
[2022-03-18 12:09:24 main:574] : INFO : Epoch 1791 | loss: 0.0311128 | val_loss: 0.0311633 | Time: 5444.63 ms
[2022-03-18 12:09:29 main:574] : INFO : Epoch 1792 | loss: 0.0311123 | val_loss: 0.0311653 | Time: 5420.35 ms
[2022-03-18 12:09:35 main:574] : INFO : Epoch 1793 | loss: 0.0311126 | val_loss: 0.031167 | Time: 5568.57 ms
[2022-03-18 12:09:41 main:574] : INFO : Epoch 1794 | loss: 0.0311101 | val_loss: 0.0311675 | Time: 5535.13 ms
[2022-03-18 12:09:46 main:574] : INFO : Epoch 1795 | loss: 0.0311133 | val_loss: 0.0311687 | Time: 5447.58 ms
[2022-03-18 12:09:51 main:574] : INFO : Epoch 1796 | loss: 0.0311182 | val_loss: 0.0311579 | Time: 5415.9 ms
[2022-03-18 12:09:57 main:574] : INFO : Epoch 1797 | loss: 0.0311164 | val_loss: 0.0311675 | Time: 5437.65 ms
[2022-03-18 12:10:02 main:574] : INFO : Epoch 1798 | loss: 0.0311133 | val_loss: 0.0311596 | Time: 5445.8 ms
[2022-03-18 12:10:08 main:574] : INFO : Epoch 1799 | loss: 0.0311151 | val_loss: 0.0311643 | Time: 5391.61 ms
[2022-03-18 12:10:13 main:574] : INFO : Epoch 1800 | loss: 0.0311158 | val_loss: 0.0311677 | Time: 5448.74 ms
[2022-03-18 12:10:19 main:574] : INFO : Epoch 1801 | loss: 0.0311145 | val_loss: 0.0311612 | Time: 5437.13 ms
[2022-03-18 12:10:24 main:574] : INFO : Epoch 1802 | loss: 0.0311105 | val_loss: 0.0311618 | Time: 5450.2 ms
[2022-03-18 12:10:30 main:574] : INFO : Epoch 1803 | loss: 0.0311104 | val_loss: 0.0311637 | Time: 5434.19 ms
[2022-03-18 12:10:35 main:574] : INFO : Epoch 1804 | loss: 0.03111 | val_loss: 0.0311659 | Time: 5507.75 ms
[2022-03-18 12:10:40 main:574] : INFO : Epoch 1805 | loss: 0.0311103 | val_loss: 0.0311686 | Time: 5430.19 ms
[2022-03-18 12:10:46 main:574] : INFO : Epoch 1806 | loss: 0.0311125 | val_loss: 0.0311658 | Time: 5420.1 ms
[2022-03-18 12:10:52 main:574] : INFO : Epoch 1807 | loss: 0.0311168 | val_loss: 0.0311701 | Time: 5613.79 ms
[2022-03-18 12:10:57 main:574] : INFO : Epoch 1808 | loss: 0.0311177 | val_loss: 0.0311649 | Time: 5961.37 ms
[2022-03-18 12:11:03 main:574] : INFO : Epoch 1809 | loss: 0.0311108 | val_loss: 0.0311619 | Time: 5867.82 ms
[2022-03-18 12:11:09 main:574] : INFO : Epoch 1810 | loss: 0.0311118 | val_loss: 0.0311615 | Time: 6028.63 ms
[2022-03-18 12:11:15 main:574] : INFO : Epoch 1811 | loss: 0.0311126 | val_loss: 0.0311615 | Time: 5613.29 ms
[2022-03-18 12:11:21 main:574] : INFO : Epoch 1812 | loss: 0.031109 | val_loss: 0.0311605 | Time: 5492.23 ms
[2022-03-18 12:11:26 main:574] : INFO : Epoch 1813 | loss: 0.0311086 | val_loss: 0.0311678 | Time: 5432.53 ms
[2022-03-18 12:11:31 main:574] : INFO : Epoch 1814 | loss: 0.0311089 | val_loss: 0.0311624 | Time: 5404.23 ms
[2022-03-18 12:11:37 main:574] : INFO : Epoch 1815 | loss: 0.0311123 | val_loss: 0.0311675 | Time: 5392.72 ms
[2022-03-18 12:11:42 main:574] : INFO : Epoch 1816 | loss: 0.0311174 | val_loss: 0.0311622 | Time: 5425.96 ms
[2022-03-18 12:11:48 main:574] : INFO : Epoch 1817 | loss: 0.0311267 | val_loss: 0.0311609 | Time: 5524.32 ms
[2022-03-18 12:11:53 main:574] : INFO : Epoch 1818 | loss: 0.0311247 | val_loss: 0.0311547 | Time: 5501.39 ms
[2022-03-18 12:11:59 main:574] : INFO : Epoch 1819 | loss: 0.0311174 | val_loss: 0.0311587 | Time: 5421.22 ms
[2022-03-18 12:12:04 main:574] : INFO : Epoch 1820 | loss: 0.0311148 | val_loss: 0.0311676 | Time: 5657.13 ms
[2022-03-18 12:12:10 main:574] : INFO : Epoch 1821 | loss: 0.0311118 | val_loss: 0.0311622 | Time: 5742.91 ms
[2022-03-18 12:12:16 main:574] : INFO : Epoch 1822 | loss: 0.0311113 | val_loss: 0.0311597 | Time: 5550.21 ms
[2022-03-18 12:12:21 main:574] : INFO : Epoch 1823 | loss: 0.031111 | val_loss: 0.0311709 | Time: 5459.12 ms
[2022-03-18 12:12:27 main:574] : INFO : Epoch 1824 | loss: 0.0311105 | val_loss: 0.0311606 | Time: 5537.75 ms
[2022-03-18 12:12:32 main:574] : INFO : Epoch 1825 | loss: 0.0311097 | val_loss: 0.0311632 | Time: 5454.49 ms
[2022-03-18 12:12:38 main:574] : INFO : Epoch 1826 | loss: 0.0311134 | val_loss: 0.0311653 | Time: 5467.8 ms
[2022-03-18 12:12:43 main:574] : INFO : Epoch 1827 | loss: 0.0311141 | val_loss: 0.03116 | Time: 5468.5 ms
[2022-03-18 12:12:49 main:574] : INFO : Epoch 1828 | loss: 0.0311123 | val_loss: 0.0311636 | Time: 5638.9 ms
[2022-03-18 12:12:54 main:574] : INFO : Epoch 1829 | loss: 0.0311097 | val_loss: 0.0311718 | Time: 5659.57 ms
[2022-03-18 12:13:00 main:574] : INFO : Epoch 1830 | loss: 0.031108 | val_loss: 0.0311716 | Time: 5418.72 ms
[2022-03-18 12:13:05 main:574] : INFO : Epoch 1831 | loss: 0.0311091 | val_loss: 0.031168 | Time: 5497.89 ms
[2022-03-18 12:13:11 main:574] : INFO : Epoch 1832 | loss: 0.0311103 | val_loss: 0.0311636 | Time: 5519.88 ms
[2022-03-18 12:13:16 main:574] : INFO : Epoch 1833 | loss: 0.0311093 | val_loss: 0.0311732 | Time: 5647.67 ms
[2022-03-18 12:13:22 main:574] : INFO : Epoch 1834 | loss: 0.0311105 | val_loss: 0.0311767 | Time: 5489.69 ms
[2022-03-18 12:13:28 main:574] : INFO : Epoch 1835 | loss: 0.0311082 | val_loss: 0.0311704 | Time: 5848.04 ms
[2022-03-18 12:13:33 main:574] : INFO : Epoch 1836 | loss: 0.031108 | val_loss: 0.0311687 | Time: 5624.16 ms
[2022-03-18 12:13:39 main:574] : INFO : Epoch 1837 | loss: 0.0311109 | val_loss: 0.0311641 | Time: 5721.52 ms
[2022-03-18 12:13:45 main:574] : INFO : Epoch 1838 | loss: 0.0311133 | val_loss: 0.0311656 | Time: 5400.99 ms
[2022-03-18 12:13:50 main:574] : INFO : Epoch 1839 | loss: 0.0311095 | val_loss: 0.0311621 | Time: 5479.14 ms
[2022-03-18 12:13:56 main:574] : INFO : Epoch 1840 | loss: 0.0311114 | val_loss: 0.0311637 | Time: 5797.59 ms
[2022-03-18 12:14:02 main:574] : INFO : Epoch 1841 | loss: 0.0311083 | val_loss: 0.0311627 | Time: 5804.12 ms
[2022-03-18 12:14:07 main:574] : INFO : Epoch 1842 | loss: 0.0311083 | val_loss: 0.0311683 | Time: 5634.09 ms
[2022-03-18 12:14:13 main:574] : INFO : Epoch 1843 | loss: 0.0311065 | val_loss: 0.0311693 | Time: 5479.5 ms
[2022-03-18 12:14:18 main:574] : INFO : Epoch 1844 | loss: 0.0311066 | val_loss: 0.0311674 | Time: 5369.83 ms
[2022-03-18 12:14:24 main:574] : INFO : Epoch 1845 | loss: 0.0311084 | val_loss: 0.0311641 | Time: 5614.81 ms
[2022-03-18 12:14:29 main:574] : INFO : Epoch 1846 | loss: 0.0311088 | val_loss: 0.0311676 | Time: 5714.76 ms
[2022-03-18 12:14:35 main:574] : INFO : Epoch 1847 | loss: 0.0311108 | val_loss: 0.0311645 | Time: 5405.54 ms
[2022-03-18 12:14:40 main:574] : INFO : Epoch 1848 | loss: 0.031112 | val_loss: 0.0311697 | Time: 5405.24 ms
[2022-03-18 12:14:46 main:574] : INFO : Epoch 1849 | loss: 0.0311074 | val_loss: 0.031171 | Time: 5448.96 ms
[2022-03-18 12:14:51 main:574] : INFO : Epoch 1850 | loss: 0.0311067 | val_loss: 0.0311646 | Time: 5490.6 ms
[2022-03-18 12:14:57 main:574] : INFO : Epoch 1851 | loss: 0.0311085 | val_loss: 0.0311652 | Time: 5421.49 ms
[2022-03-18 12:15:02 main:574] : INFO : Epoch 1852 | loss: 0.0311093 | val_loss: 0.0311682 | Time: 5403.4 ms
[2022-03-18 12:15:07 main:574] : INFO : Epoch 1853 | loss: 0.0311558 | val_loss: 0.0312212 | Time: 5364.89 ms
[2022-03-18 12:15:13 main:574] : INFO : Epoch 1854 | loss: 0.0312315 | val_loss: 0.0312388 | Time: 5465.61 ms
[2022-03-18 12:15:18 main:574] : INFO : Epoch 1855 | loss: 0.0312362 | val_loss: 0.0312387 | Time: 5370.57 ms
[2022-03-18 12:15:24 main:574] : INFO : Epoch 1856 | loss: 0.031239 | val_loss: 0.0312394 | Time: 5401.49 ms
[2022-03-18 12:15:29 main:574] : INFO : Epoch 1857 | loss: 0.0319156 | val_loss: 0.0390902 | Time: 5426.94 ms
[2022-03-18 12:15:35 main:574] : INFO : Epoch 1858 | loss: 0.034005 | val_loss: 0.032279 | Time: 5460.28 ms
[2022-03-18 12:15:40 main:574] : INFO : Epoch 1859 | loss: 0.031788 | val_loss: 0.0314222 | Time: 5671.43 ms
[2022-03-18 12:15:46 main:574] : INFO : Epoch 1860 | loss: 0.0313027 | val_loss: 0.0312784 | Time: 5658.43 ms
[2022-03-18 12:15:52 main:574] : INFO : Epoch 1861 | loss: 0.0312499 | val_loss: 0.0312421 | Time: 5544.93 ms
[2022-03-18 12:15:58 main:574] : INFO : Epoch 1862 | loss: 0.0312361 | val_loss: 0.0312369 | Time: 5992.65 ms
[2022-03-18 12:16:03 main:574] : INFO : Epoch 1863 | loss: 0.0312326 | val_loss: 0.0312293 | Time: 5450.87 ms
[2022-03-18 12:16:08 main:574] : INFO : Epoch 1864 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 5499.67 ms
[2022-03-18 12:16:14 main:574] : INFO : Epoch 1865 | loss: 0.0312284 | val_loss: 0.0312285 | Time: 5462.62 ms
[2022-03-18 12:16:20 main:574] : INFO : Epoch 1866 | loss: 0.0312275 | val_loss: 0.0312267 | Time: 5561.96 ms
[2022-03-18 12:16:25 main:574] : INFO : Epoch 1867 | loss: 0.0312272 | val_loss: 0.0312278 | Time: 5408.98 ms
[2022-03-18 12:16:30 main:574] : INFO : Epoch 1868 | loss: 0.0312267 | val_loss: 0.0312258 | Time: 5396.42 ms
[2022-03-18 12:16:36 main:574] : INFO : Epoch 1869 | loss: 0.0312261 | val_loss: 0.0312253 | Time: 5444.19 ms
[2022-03-18 12:16:41 main:574] : INFO : Epoch 1870 | loss: 0.0312265 | val_loss: 0.0312255 | Time: 5427.37 ms
[2022-03-18 12:16:47 main:574] : INFO : Epoch 1871 | loss: 0.0312254 | val_loss: 0.0312251 | Time: 5418.27 ms
[2022-03-18 12:16:52 main:574] : INFO : Epoch 1872 | loss: 0.0312245 | val_loss: 0.0312244 | Time: 5384.38 ms
[2022-03-18 12:16:57 main:574] : INFO : Epoch 1873 | loss: 0.0312243 | val_loss: 0.0312244 | Time: 5372.17 ms
[2022-03-18 12:17:03 main:574] : INFO : Epoch 1874 | loss: 0.0312244 | val_loss: 0.031224 | Time: 5480.23 ms
[2022-03-18 12:17:08 main:574] : INFO : Epoch 1875 | loss: 0.0312236 | val_loss: 0.0312246 | Time: 5423.7 ms
[2022-03-18 12:17:14 main:574] : INFO : Epoch 1876 | loss: 0.031224 | val_loss: 0.0312238 | Time: 5435.95 ms
[2022-03-18 12:17:20 main:574] : INFO : Epoch 1877 | loss: 0.0312238 | val_loss: 0.0312246 | Time: 5896.81 ms
[2022-03-18 12:17:25 main:574] : INFO : Epoch 1878 | loss: 0.031224 | val_loss: 0.0312236 | Time: 5483.66 ms
[2022-03-18 12:17:31 main:574] : INFO : Epoch 1879 | loss: 0.0312232 | val_loss: 0.0312233 | Time: 5456.16 ms
[2022-03-18 12:17:36 main:574] : INFO : Epoch 1880 | loss: 0.0312234 | val_loss: 0.0312231 | Time: 5387.23 ms
[2022-03-18 12:17:42 main:574] : INFO : Epoch 1881 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 5608.18 ms
[2022-03-18 12:17:47 main:574] : INFO : Epoch 1882 | loss: 0.031224 | val_loss: 0.0312235 | Time: 5455.78 ms
[2022-03-18 12:17:53 main:574] : INFO : Epoch 1883 | loss: 0.0312231 | val_loss: 0.0312248 | Time: 5415.32 ms
[2022-03-18 12:17:58 main:574] : INFO : Epoch 1884 | loss: 0.0312223 | val_loss: 0.031222 | Time: 5405.4 ms
[2022-03-18 12:18:03 main:574] : INFO : Epoch 1885 | loss: 0.0312218 | val_loss: 0.0312223 | Time: 5399.34 ms
[2022-03-18 12:18:09 main:574] : INFO : Epoch 1886 | loss: 0.0312218 | val_loss: 0.0312216 | Time: 5435.98 ms
[2022-03-18 12:18:14 main:574] : INFO : Epoch 1887 | loss: 0.031221 | val_loss: 0.0312205 | Time: 5503.83 ms
[2022-03-18 12:18:20 main:574] : INFO : Epoch 1888 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 5396.2 ms
[2022-03-18 12:18:25 main:574] : INFO : Epoch 1889 | loss: 0.0312202 | val_loss: 0.0312197 | Time: 5433.96 ms
[2022-03-18 12:18:31 main:574] : INFO : Epoch 1890 | loss: 0.0312199 | val_loss: 0.031218 | Time: 5425.1 ms
[2022-03-18 12:18:36 main:574] : INFO : Epoch 1891 | loss: 0.0312176 | val_loss: 0.031217 | Time: 5421.78 ms
[2022-03-18 12:18:41 main:574] : INFO : Epoch 1892 | loss: 0.0312158 | val_loss: 0.0312142 | Time: 5441.48 ms
[2022-03-18 12:18:47 main:574] : INFO : Epoch 1893 | loss: 0.0312157 | val_loss: 0.0312162 | Time: 5435.83 ms
[2022-03-18 12:18:52 main:574] : INFO : Epoch 1894 | loss: 0.0312162 | val_loss: 0.0312171 | Time: 5474.32 ms
[2022-03-18 12:18:58 main:574] : INFO : Epoch 1895 | loss: 0.0312161 | val_loss: 0.0312141 | Time: 5411.63 ms
[2022-03-18 12:19:03 main:574] : INFO : Epoch 1896 | loss: 0.0312149 | val_loss: 0.0312136 | Time: 5438.67 ms
[2022-03-18 12:19:09 main:574] : INFO : Epoch 1897 | loss: 0.0312137 | val_loss: 0.0312134 | Time: 5443.87 ms
[2022-03-18 12:19:14 main:574] : INFO : Epoch 1898 | loss: 0.0312138 | val_loss: 0.0312137 | Time: 5504.25 ms
[2022-03-18 12:19:20 main:574] : INFO : Epoch 1899 | loss: 0.0312136 | val_loss: 0.0312144 | Time: 5421.73 ms
[2022-03-18 12:19:25 main:574] : INFO : Epoch 1900 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 5486.42 ms
[2022-03-18 12:19:31 main:574] : INFO : Epoch 1901 | loss: 0.0312127 | val_loss: 0.031213 | Time: 5413.46 ms
[2022-03-18 12:19:36 main:574] : INFO : Epoch 1902 | loss: 0.0312124 | val_loss: 0.0312131 | Time: 5403.11 ms
[2022-03-18 12:19:41 main:574] : INFO : Epoch 1903 | loss: 0.0312126 | val_loss: 0.0312132 | Time: 5440.77 ms
[2022-03-18 12:19:47 main:574] : INFO : Epoch 1904 | loss: 0.0312118 | val_loss: 0.0312134 | Time: 5495.25 ms
[2022-03-18 12:19:52 main:574] : INFO : Epoch 1905 | loss: 0.0312116 | val_loss: 0.0312177 | Time: 5430.69 ms
[2022-03-18 12:19:58 main:574] : INFO : Epoch 1906 | loss: 0.0312126 | val_loss: 0.0312126 | Time: 5885.69 ms
[2022-03-18 12:20:04 main:574] : INFO : Epoch 1907 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 5741.17 ms
[2022-03-18 12:20:09 main:574] : INFO : Epoch 1908 | loss: 0.0312112 | val_loss: 0.0312133 | Time: 5456.9 ms
[2022-03-18 12:20:15 main:574] : INFO : Epoch 1909 | loss: 0.0312115 | val_loss: 0.0312124 | Time: 5434.12 ms
[2022-03-18 12:20:20 main:574] : INFO : Epoch 1910 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 5462.43 ms
[2022-03-18 12:20:26 main:574] : INFO : Epoch 1911 | loss: 0.0312114 | val_loss: 0.0312135 | Time: 5440.05 ms
[2022-03-18 12:20:31 main:574] : INFO : Epoch 1912 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 5443.68 ms
[2022-03-18 12:20:37 main:574] : INFO : Epoch 1913 | loss: 0.0312107 | val_loss: 0.031212 | Time: 5449.27 ms
[2022-03-18 12:20:42 main:574] : INFO : Epoch 1914 | loss: 0.031211 | val_loss: 0.0312124 | Time: 5507.89 ms
[2022-03-18 12:20:48 main:574] : INFO : Epoch 1915 | loss: 0.0312108 | val_loss: 0.0312122 | Time: 5460.26 ms
[2022-03-18 12:20:53 main:574] : INFO : Epoch 1916 | loss: 0.03121 | val_loss: 0.0312118 | Time: 5458.17 ms
[2022-03-18 12:20:59 main:574] : INFO : Epoch 1917 | loss: 0.0312093 | val_loss: 0.0312121 | Time: 5459.9 ms
[2022-03-18 12:21:04 main:574] : INFO : Epoch 1918 | loss: 0.0312102 | val_loss: 0.0312147 | Time: 5425.23 ms
[2022-03-18 12:21:10 main:574] : INFO : Epoch 1919 | loss: 0.0312107 | val_loss: 0.031215 | Time: 5497.37 ms
[2022-03-18 12:21:15 main:574] : INFO : Epoch 1920 | loss: 0.0312109 | val_loss: 0.0312132 | Time: 5404.38 ms
[2022-03-18 12:21:20 main:574] : INFO : Epoch 1921 | loss: 0.03121 | val_loss: 0.0312114 | Time: 5441.95 ms
[2022-03-18 12:21:26 main:574] : INFO : Epoch 1922 | loss: 0.0312099 | val_loss: 0.0312136 | Time: 5387.37 ms
[2022-03-18 12:21:31 main:574] : INFO : Epoch 1923 | loss: 0.03121 | val_loss: 0.0312109 | Time: 5417.25 ms
[2022-03-18 12:21:37 main:574] : INFO : Epoch 1924 | loss: 0.0312089 | val_loss: 0.0312125 | Time: 5390.15 ms
[2022-03-18 12:21:42 main:574] : INFO : Epoch 1925 | loss: 0.0312091 | val_loss: 0.0312104 | Time: 5401.35 ms
[2022-03-18 12:21:47 main:574] : INFO : Epoch 1926 | loss: 0.0312088 | val_loss: 0.0312112 | Time: 5405.55 ms
[2022-03-18 12:21:53 main:574] : INFO : Epoch 1927 | loss: 0.0312092 | val_loss: 0.0312109 | Time: 5460.72 ms
[2022-03-18 12:21:58 main:574] : INFO : Epoch 1928 | loss: 0.0312086 | val_loss: 0.03121 | Time: 5438.36 ms
[2022-03-18 12:22:04 main:574] : INFO : Epoch 1929 | loss: 0.0312085 | val_loss: 0.0312136 | Time: 5453.9 ms
[2022-03-18 12:22:09 main:574] : INFO : Epoch 1930 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 5470.8 ms
[2022-03-18 12:22:15 main:574] : INFO : Epoch 1931 | loss: 0.0312079 | val_loss: 0.0312111 | Time: 5425.33 ms
[2022-03-18 12:22:20 main:574] : INFO : Epoch 1932 | loss: 0.0312076 | val_loss: 0.0312102 | Time: 5448.12 ms
[2022-03-18 12:22:26 main:574] : INFO : Epoch 1933 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 5798.88 ms
[2022-03-18 12:22:31 main:574] : INFO : Epoch 1934 | loss: 0.0312075 | val_loss: 0.0312145 | Time: 5504.6 ms
[2022-03-18 12:22:37 main:574] : INFO : Epoch 1935 | loss: 0.0312071 | val_loss: 0.0312111 | Time: 5481.96 ms
[2022-03-18 12:22:42 main:574] : INFO : Epoch 1936 | loss: 0.0312077 | val_loss: 0.0312103 | Time: 5462.85 ms
[2022-03-18 12:22:48 main:574] : INFO : Epoch 1937 | loss: 0.0312067 | val_loss: 0.0312114 | Time: 5629.27 ms
[2022-03-18 12:22:54 main:574] : INFO : Epoch 1938 | loss: 0.0312069 | val_loss: 0.0312108 | Time: 5454.62 ms
[2022-03-18 12:22:59 main:574] : INFO : Epoch 1939 | loss: 0.0312062 | val_loss: 0.0312113 | Time: 5449.56 ms
[2022-03-18 12:23:04 main:574] : INFO : Epoch 1940 | loss: 0.031207 | val_loss: 0.0312112 | Time: 5167.82 ms
[2022-03-18 12:23:10 main:574] : INFO : Epoch 1941 | loss: 0.0312061 | val_loss: 0.0312103 | Time: 5754.41 ms
[2022-03-18 12:23:15 main:574] : INFO : Epoch 1942 | loss: 0.0312056 | val_loss: 0.0312103 | Time: 5479.76 ms
[2022-03-18 12:23:21 main:574] : INFO : Epoch 1943 | loss: 0.0312054 | val_loss: 0.0312106 | Time: 5424.73 ms
[2022-03-18 12:23:26 main:574] : INFO : Epoch 1944 | loss: 0.0312049 | val_loss: 0.0312103 | Time: 5475.3 ms
[2022-03-18 12:23:32 main:574] : INFO : Epoch 1945 | loss: 0.031205 | val_loss: 0.0312111 | Time: 5422.89 ms
[2022-03-18 12:23:37 main:574] : INFO : Epoch 1946 | loss: 0.0312061 | val_loss: 0.0312118 | Time: 5439.69 ms
[2022-03-18 12:23:43 main:574] : INFO : Epoch 1947 | loss: 0.0312053 | val_loss: 0.0312112 | Time: 5524.56 ms
[2022-03-18 12:23:48 main:574] : INFO : Epoch 1948 | loss: 0.0312044 | val_loss: 0.0312106 | Time: 5402.48 ms
[2022-03-18 12:23:53 main:574] : INFO : Epoch 1949 | loss: 0.0312045 | val_loss: 0.0312108 | Time: 5360.93 ms
[2022-03-18 12:23:59 main:574] : INFO : Epoch 1950 | loss: 0.0312046 | val_loss: 0.0312102 | Time: 5471.38 ms
[2022-03-18 12:24:04 main:574] : INFO : Epoch 1951 | loss: 0.0312045 | val_loss: 0.0312108 | Time: 5518.42 ms
[2022-03-18 12:24:10 main:574] : INFO : Epoch 1952 | loss: 0.0312045 | val_loss: 0.0312109 | Time: 5404.48 ms
[2022-03-18 12:24:15 main:574] : INFO : Epoch 1953 | loss: 0.0312041 | val_loss: 0.0312104 | Time: 5433.15 ms
[2022-03-18 12:24:21 main:574] : INFO : Epoch 1954 | loss: 0.0312051 | val_loss: 0.0312157 | Time: 5382.48 ms
[2022-03-18 12:24:26 main:574] : INFO : Epoch 1955 | loss: 0.0312053 | val_loss: 0.0312125 | Time: 5415.51 ms
[2022-03-18 12:24:32 main:574] : INFO : Epoch 1956 | loss: 0.0312049 | val_loss: 0.0312121 | Time: 5454.12 ms
[2022-03-18 12:24:37 main:574] : INFO : Epoch 1957 | loss: 0.0312059 | val_loss: 0.0312166 | Time: 5453.26 ms
[2022-03-18 12:24:43 main:574] : INFO : Epoch 1958 | loss: 0.031205 | val_loss: 0.0312102 | Time: 5605.96 ms
[2022-03-18 12:24:49 main:574] : INFO : Epoch 1959 | loss: 0.0312048 | val_loss: 0.0312102 | Time: 6113.05 ms
[2022-03-18 12:24:55 main:574] : INFO : Epoch 1960 | loss: 0.0312033 | val_loss: 0.031211 | Time: 6006.35 ms
[2022-03-18 12:25:00 main:574] : INFO : Epoch 1961 | loss: 0.0312039 | val_loss: 0.0312122 | Time: 5463.63 ms
[2022-03-18 12:25:06 main:574] : INFO : Epoch 1962 | loss: 0.0312028 | val_loss: 0.0312127 | Time: 5445.42 ms
[2022-03-18 12:25:11 main:574] : INFO : Epoch 1963 | loss: 0.0312044 | val_loss: 0.0312109 | Time: 5451.22 ms
[2022-03-18 12:25:17 main:574] : INFO : Epoch 1964 | loss: 0.0312037 | val_loss: 0.0312105 | Time: 5413.53 ms
[2022-03-18 12:25:22 main:574] : INFO : Epoch 1965 | loss: 0.0312027 | val_loss: 0.0312108 | Time: 5426.92 ms
[2022-03-18 12:25:27 main:574] : INFO : Epoch 1966 | loss: 0.0312023 | val_loss: 0.0312103 | Time: 5447.48 ms
[2022-03-18 12:25:33 main:574] : INFO : Epoch 1967 | loss: 0.0312029 | val_loss: 0.0312124 | Time: 5362.36 ms
[2022-03-18 12:25:38 main:574] : INFO : Epoch 1968 | loss: 0.0312037 | val_loss: 0.0312116 | Time: 5416.39 ms
[2022-03-18 12:25:44 main:574] : INFO : Epoch 1969 | loss: 0.0312031 | val_loss: 0.0312116 | Time: 5577.76 ms
[2022-03-18 12:25:49 main:574] : INFO : Epoch 1970 | loss: 0.0312032 | val_loss: 0.0312147 | Time: 5473.63 ms
[2022-03-18 12:25:55 main:574] : INFO : Epoch 1971 | loss: 0.0312046 | val_loss: 0.0312123 | Time: 5479.1 ms
[2022-03-18 12:26:00 main:574] : INFO : Epoch 1972 | loss: 0.0312029 | val_loss: 0.0312114 | Time: 5493.41 ms
[2022-03-18 12:26:06 main:574] : INFO : Epoch 1973 | loss: 0.0312021 | val_loss: 0.0312117 | Time: 5434.28 ms
[2022-03-18 12:26:11 main:574] : INFO : Epoch 1974 | loss: 0.0312018 | val_loss: 0.0312107 | Time: 5428.01 ms
[2022-03-18 12:26:17 main:574] : INFO : Epoch 1975 | loss: 0.0312018 | val_loss: 0.0312114 | Time: 5463.38 ms
[2022-03-18 12:26:22 main:574] : INFO : Epoch 1976 | loss: 0.0312019 | val_loss: 0.0312117 | Time: 5450.52 ms
[2022-03-18 12:26:28 main:574] : INFO : Epoch 1977 | loss: 0.0312038 | val_loss: 0.0312132 | Time: 5523.07 ms
[2022-03-18 12:26:33 main:574] : INFO : Epoch 1978 | loss: 0.0312036 | val_loss: 0.0312133 | Time: 5448.36 ms
[2022-03-18 12:26:39 main:574] : INFO : Epoch 1979 | loss: 0.0312031 | val_loss: 0.0312114 | Time: 5446.65 ms
[2022-03-18 12:26:44 main:574] : INFO : Epoch 1980 | loss: 0.0312017 | val_loss: 0.0312127 | Time: 5909.62 ms
[2022-03-18 12:26:50 main:574] : INFO : Epoch 1981 | loss: 0.031202 | val_loss: 0.0312113 | Time: 5364.15 ms
[2022-03-18 12:26:55 main:574] : INFO : Epoch 1982 | loss: 0.0312017 | val_loss: 0.031213 | Time: 5417.13 ms
[2022-03-18 12:27:01 main:574] : INFO : Epoch 1983 | loss: 0.0312018 | val_loss: 0.0312126 | Time: 5474.95 ms
[2022-03-18 12:27:06 main:574] : INFO : Epoch 1984 | loss: 0.0312054 | val_loss: 0.0312178 | Time: 5393.11 ms
[2022-03-18 12:27:12 main:574] : INFO : Epoch 1985 | loss: 0.0312047 | val_loss: 0.0312098 | Time: 5477.39 ms
[2022-03-18 12:27:17 main:574] : INFO : Epoch 1986 | loss: 0.031203 | val_loss: 0.0312111 | Time: 5465.13 ms
[2022-03-18 12:27:23 main:574] : INFO : Epoch 1987 | loss: 0.0312017 | val_loss: 0.0312099 | Time: 5461.86 ms
[2022-03-18 12:27:28 main:574] : INFO : Epoch 1988 | loss: 0.0312028 | val_loss: 0.03121 | Time: 5434.21 ms
[2022-03-18 12:27:34 main:574] : INFO : Epoch 1989 | loss: 0.0312018 | val_loss: 0.031213 | Time: 5577.79 ms
[2022-03-18 12:27:39 main:574] : INFO : Epoch 1990 | loss: 0.0312017 | val_loss: 0.0312095 | Time: 5495.81 ms
[2022-03-18 12:27:45 main:574] : INFO : Epoch 1991 | loss: 0.0312018 | val_loss: 0.0312092 | Time: 5431.37 ms
[2022-03-18 12:27:50 main:574] : INFO : Epoch 1992 | loss: 0.0312031 | val_loss: 0.0312101 | Time: 5458.09 ms
[2022-03-18 12:27:55 main:574] : INFO : Epoch 1993 | loss: 0.0312003 | val_loss: 0.0312097 | Time: 5466.21 ms
[2022-03-18 12:28:01 main:574] : INFO : Epoch 1994 | loss: 0.0312009 | val_loss: 0.0312095 | Time: 5406.08 ms
[2022-03-18 12:28:06 main:574] : INFO : Epoch 1995 | loss: 0.0311999 | val_loss: 0.0312109 | Time: 5396.72 ms
[2022-03-18 12:28:12 main:574] : INFO : Epoch 1996 | loss: 0.0312009 | val_loss: 0.0312095 | Time: 5571.65 ms
[2022-03-18 12:28:17 main:574] : INFO : Epoch 1997 | loss: 0.0312008 | val_loss: 0.0312105 | Time: 5449.3 ms
[2022-03-18 12:28:23 main:574] : INFO : Epoch 1998 | loss: 0.0312002 | val_loss: 0.0312124 | Time: 5511.82 ms
[2022-03-18 12:28:28 main:574] : INFO : Epoch 1999 | loss: 0.0312024 | val_loss: 0.0312116 | Time: 5437.47 ms
[2022-03-18 12:28:34 main:574] : INFO : Epoch 2000 | loss: 0.0312006 | val_loss: 0.031212 | Time: 5504.92 ms
[2022-03-18 12:28:39 main:574] : INFO : Epoch 2001 | loss: 0.0312 | val_loss: 0.0312098 | Time: 5452.27 ms
[2022-03-18 12:28:45 main:574] : INFO : Epoch 2002 | loss: 0.0312008 | val_loss: 0.0312116 | Time: 5513.24 ms
[2022-03-18 12:28:50 main:574] : INFO : Epoch 2003 | loss: 0.0312013 | val_loss: 0.0312114 | Time: 5425.48 ms
[2022-03-18 12:28:56 main:574] : INFO : Epoch 2004 | loss: 0.0312013 | val_loss: 0.0312097 | Time: 5408.22 ms
[2022-03-18 12:29:01 main:574] : INFO : Epoch 2005 | loss: 0.0312007 | val_loss: 0.0312116 | Time: 5489.57 ms
[2022-03-18 12:29:07 main:574] : INFO : Epoch 2006 | loss: 0.0311998 | val_loss: 0.0312149 | Time: 5450.72 ms
[2022-03-18 12:29:12 main:574] : INFO : Epoch 2007 | loss: 0.0312007 | val_loss: 0.03121 | Time: 5492.58 ms
[2022-03-18 12:29:18 main:574] : INFO : Epoch 2008 | loss: 0.0311999 | val_loss: 0.0312109 | Time: 5414.51 ms
[2022-03-18 12:29:23 main:574] : INFO : Epoch 2009 | loss: 0.0312011 | val_loss: 0.0312121 | Time: 5401.08 ms
[2022-03-18 12:29:28 main:574] : INFO : Epoch 2010 | loss: 0.0312003 | val_loss: 0.0312097 | Time: 5453.3 ms
[2022-03-18 12:29:34 main:574] : INFO : Epoch 2011 | loss: 0.0312008 | val_loss: 0.0312112 | Time: 5442.67 ms
[2022-03-18 12:29:39 main:574] : INFO : Epoch 2012 | loss: 0.0312007 | val_loss: 0.0312089 | Time: 5482.48 ms
[2022-03-18 12:29:45 main:574] : INFO : Epoch 2013 | loss: 0.0312003 | val_loss: 0.0312033 | Time: 5875.39 ms
[2022-03-18 12:29:51 main:574] : INFO : Epoch 2014 | loss: 0.0312022 | val_loss: 0.0312034 | Time: 5445.73 ms
[2022-03-18 12:29:56 main:574] : INFO : Epoch 2015 | loss: 0.0312022 | val_loss: 0.0312028 | Time: 5472.41 ms
[2022-03-18 12:30:02 main:574] : INFO : Epoch 2016 | loss: 0.0312041 | val_loss: 0.0312179 | Time: 5447.94 ms
[2022-03-18 12:30:07 main:574] : INFO : Epoch 2017 | loss: 0.0312075 | val_loss: 0.0312025 | Time: 5380.9 ms
[2022-03-18 12:30:12 main:574] : INFO : Epoch 2018 | loss: 0.0312022 | val_loss: 0.0312017 | Time: 5437.36 ms
[2022-03-18 12:30:18 main:574] : INFO : Epoch 2019 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 5456.24 ms
[2022-03-18 12:30:23 main:574] : INFO : Epoch 2020 | loss: 0.0312006 | val_loss: 0.0312061 | Time: 5414.4 ms
[2022-03-18 12:30:29 main:574] : INFO : Epoch 2021 | loss: 0.0312016 | val_loss: 0.0312071 | Time: 5380.04 ms
[2022-03-18 12:30:34 main:574] : INFO : Epoch 2022 | loss: 0.0312015 | val_loss: 0.031203 | Time: 5452.6 ms
[2022-03-18 12:30:40 main:574] : INFO : Epoch 2023 | loss: 0.0312019 | val_loss: 0.0312067 | Time: 5407.78 ms
[2022-03-18 12:30:45 main:574] : INFO : Epoch 2024 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 5431.49 ms
[2022-03-18 12:30:51 main:574] : INFO : Epoch 2025 | loss: 0.0311999 | val_loss: 0.0312003 | Time: 5616.45 ms
[2022-03-18 12:30:56 main:574] : INFO : Epoch 2026 | loss: 0.031199 | val_loss: 0.0311987 | Time: 5440.89 ms
[2022-03-18 12:31:02 main:574] : INFO : Epoch 2027 | loss: 0.0311999 | val_loss: 0.0312031 | Time: 5498.98 ms
[2022-03-18 12:31:07 main:574] : INFO : Epoch 2028 | loss: 0.0311997 | val_loss: 0.0311994 | Time: 5423.32 ms
[2022-03-18 12:31:12 main:574] : INFO : Epoch 2029 | loss: 0.0311994 | val_loss: 0.0312 | Time: 5440.74 ms
[2022-03-18 12:31:18 main:574] : INFO : Epoch 2030 | loss: 0.0311996 | val_loss: 0.0312036 | Time: 5456 ms
[2022-03-18 12:31:23 main:574] : INFO : Epoch 2031 | loss: 0.0311993 | val_loss: 0.0312027 | Time: 5419.43 ms
[2022-03-18 12:31:29 main:574] : INFO : Epoch 2032 | loss: 0.0311972 | val_loss: 0.0312035 | Time: 5602.81 ms
[2022-03-18 12:31:34 main:574] : INFO : Epoch 2033 | loss: 0.0311977 | val_loss: 0.0312042 | Time: 5452.02 ms
[2022-03-18 12:31:40 main:574] : INFO : Epoch 2034 | loss: 0.0311975 | val_loss: 0.0312068 | Time: 5474.08 ms
[2022-03-18 12:31:45 main:574] : INFO : Epoch 2035 | loss: 0.031198 | val_loss: 0.0312067 | Time: 5327.01 ms
[2022-03-18 12:31:51 main:574] : INFO : Epoch 2036 | loss: 0.0311975 | val_loss: 0.0312049 | Time: 5420.08 ms
[2022-03-18 12:31:56 main:574] : INFO : Epoch 2037 | loss: 0.0311969 | val_loss: 0.0312067 | Time: 5710.7 ms
[2022-03-18 12:32:02 main:574] : INFO : Epoch 2038 | loss: 0.0311965 | val_loss: 0.031205 | Time: 5436.69 ms
[2022-03-18 12:32:07 main:574] : INFO : Epoch 2039 | loss: 0.0311966 | val_loss: 0.0312043 | Time: 5472.5 ms
[2022-03-18 12:32:13 main:574] : INFO : Epoch 2040 | loss: 0.0311967 | val_loss: 0.0312046 | Time: 5622.52 ms
[2022-03-18 12:32:18 main:574] : INFO : Epoch 2041 | loss: 0.0311972 | val_loss: 0.0312043 | Time: 5421.71 ms
[2022-03-18 12:32:24 main:574] : INFO : Epoch 2042 | loss: 0.0311969 | val_loss: 0.0312044 | Time: 5407.48 ms
[2022-03-18 12:32:29 main:574] : INFO : Epoch 2043 | loss: 0.0311971 | val_loss: 0.0312037 | Time: 5407.44 ms
[2022-03-18 12:32:35 main:574] : INFO : Epoch 2044 | loss: 0.0311967 | val_loss: 0.0312091 | Time: 5402.99 ms
[2022-03-18 12:32:40 main:574] : INFO : Epoch 2045 | loss: 0.0311975 | val_loss: 0.0312074 | Time: 5492.55 ms
[2022-03-18 12:32:46 main:574] : INFO : Epoch 2046 | loss: 0.0311971 | val_loss: 0.0312052 | Time: 5479.55 ms
[2022-03-18 12:32:51 main:574] : INFO : Epoch 2047 | loss: 0.0311961 | val_loss: 0.0312038 | Time: 5425.77 ms
[2022-03-18 12:32:56 main:574] : INFO : Epoch 2048 | loss: 0.0311974 | val_loss: 0.0312 | Time: 5361.88 ms
[2022-03-18 12:32:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312
[2022-03-18 12:32:56 main:603] : INFO : Saving end state to config to file
[2022-03-18 12:32:56 main:608] : INFO : Success, exiting..
12:32:56 (15384): 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)