Task 13836013
| Name | ParityModified-1647040667-26303-3-0_0 |
| Workunit | 10916675 |
| Created | 27 Mar 2022, 5:44:16 UTC |
| Sent | 1 Apr 2022, 16:25:06 UTC |
| Report deadline | 9 Apr 2022, 16:25:06 UTC |
| Received | 2 Apr 2022, 12:08:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15372 |
| Run time | 3 hours 54 min 38 sec |
| CPU time | 3 hours 52 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,115.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.83 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 1542 | loss: 0.0311341 | val_loss: 0.0311544 | Time: 5255.02 ms [2022-04-02 13:24:03 main:574] : INFO : Epoch 1543 | loss: 0.0311328 | val_loss: 0.031153 | Time: 5273.35 ms [2022-04-02 13:24:08 main:574] : INFO : Epoch 1544 | loss: 0.0311336 | val_loss: 0.0311517 | Time: 5298.73 ms [2022-04-02 13:24:14 main:574] : INFO : Epoch 1545 | loss: 0.0311396 | val_loss: 0.0311545 | Time: 5260.7 ms [2022-04-02 13:24:19 main:574] : INFO : Epoch 1546 | loss: 0.03114 | val_loss: 0.0311573 | Time: 5277.35 ms [2022-04-02 13:24:24 main:574] : INFO : Epoch 1547 | loss: 0.0311405 | val_loss: 0.0311533 | Time: 5303.06 ms [2022-04-02 13:24:29 main:574] : INFO : Epoch 1548 | loss: 0.0311399 | val_loss: 0.0311596 | Time: 5243.59 ms [2022-04-02 13:24:35 main:574] : INFO : Epoch 1549 | loss: 0.0311359 | val_loss: 0.0311538 | Time: 5246.3 ms [2022-04-02 13:24:40 main:574] : INFO : Epoch 1550 | loss: 0.0311388 | val_loss: 0.031156 | Time: 5297.54 ms [2022-04-02 13:24:45 main:574] : INFO : Epoch 1551 | loss: 0.0311435 | val_loss: 0.0311494 | Time: 5296.76 ms [2022-04-02 13:24:51 main:574] : INFO : Epoch 1552 | loss: 0.0311395 | val_loss: 0.0311542 | Time: 5247.9 ms [2022-04-02 13:24:56 main:574] : INFO : Epoch 1553 | loss: 0.0311467 | val_loss: 0.0311565 | Time: 5248.21 ms [2022-04-02 13:25:01 main:574] : INFO : Epoch 1554 | loss: 0.0311457 | val_loss: 0.0311572 | Time: 5265.33 ms [2022-04-02 13:25:06 main:574] : INFO : Epoch 1555 | loss: 0.0311439 | val_loss: 0.0311551 | Time: 5295.48 ms [2022-04-02 13:25:12 main:574] : INFO : Epoch 1556 | loss: 0.0311424 | val_loss: 0.0311545 | Time: 5293.86 ms [2022-04-02 13:25:17 main:574] : INFO : Epoch 1557 | loss: 0.0311415 | val_loss: 0.03115 | Time: 5281.04 ms [2022-04-02 13:25:22 main:574] : INFO : Epoch 1558 | loss: 0.0311402 | val_loss: 0.0311492 | Time: 5276.53 ms [2022-04-02 13:25:28 main:574] : INFO : Epoch 1559 | loss: 0.031139 | val_loss: 0.0311494 | Time: 5271.76 ms [2022-04-02 13:25:33 main:574] : INFO : Epoch 1560 | loss: 0.0311364 | val_loss: 0.0311521 | Time: 5273.89 ms [2022-04-02 13:25:38 main:574] : INFO : Epoch 1561 | loss: 0.0311383 | val_loss: 0.0311503 | Time: 5293.45 ms [2022-04-02 13:25:43 main:574] : INFO : Epoch 1562 | loss: 0.0311375 | val_loss: 0.0311573 | Time: 5273.07 ms [2022-04-02 13:25:49 main:574] : INFO : Epoch 1563 | loss: 0.0311414 | val_loss: 0.0311534 | Time: 5289.04 ms [2022-04-02 13:25:54 main:574] : INFO : Epoch 1564 | loss: 0.031139 | val_loss: 0.0311504 | Time: 5247.95 ms [2022-04-02 13:25:59 main:574] : INFO : Epoch 1565 | loss: 0.0311365 | val_loss: 0.0311517 | Time: 5286.86 ms [2022-04-02 13:26:04 main:574] : INFO : Epoch 1566 | loss: 0.0311358 | val_loss: 0.0311516 | Time: 5250.43 ms [2022-04-02 13:26:10 main:574] : INFO : Epoch 1567 | loss: 0.031136 | val_loss: 0.0311558 | Time: 5272.64 ms [2022-04-02 13:26:15 main:574] : INFO : Epoch 1568 | loss: 0.0311368 | val_loss: 0.0311492 | Time: 5271.2 ms [2022-04-02 13:26:20 main:574] : INFO : Epoch 1569 | loss: 0.0311358 | val_loss: 0.0311516 | Time: 5268.76 ms [2022-04-02 13:26:26 main:574] : INFO : Epoch 1570 | loss: 0.0311352 | val_loss: 0.0311539 | Time: 5283.72 ms [2022-04-02 13:26:31 main:574] : INFO : Epoch 1571 | loss: 0.0311342 | val_loss: 0.0311535 | Time: 5257.49 ms [2022-04-02 13:26:36 main:574] : INFO : Epoch 1572 | loss: 0.0311353 | val_loss: 0.0311489 | Time: 5272.15 ms [2022-04-02 13:26:41 main:574] : INFO : Epoch 1573 | loss: 0.0311328 | val_loss: 0.0311486 | Time: 5263.66 ms [2022-04-02 13:26:47 main:574] : INFO : Epoch 1574 | loss: 0.031133 | val_loss: 0.0311512 | Time: 5289.71 ms [2022-04-02 13:26:52 main:574] : INFO : Epoch 1575 | loss: 0.0311348 | val_loss: 0.0311533 | Time: 5285.44 ms [2022-04-02 13:26:57 main:574] : INFO : Epoch 1576 | loss: 0.031136 | val_loss: 0.0311538 | Time: 5301.51 ms [2022-04-02 13:27:03 main:574] : INFO : Epoch 1577 | loss: 0.0311349 | val_loss: 0.0311465 | Time: 5281.99 ms [2022-04-02 13:27:08 main:574] : INFO : Epoch 1578 | loss: 0.0311364 | val_loss: 0.0311467 | Time: 5286.52 ms [2022-04-02 13:27:13 main:574] : INFO : Epoch 1579 | loss: 0.0311372 | val_loss: 0.0311497 | Time: 5303.27 ms [2022-04-02 13:27:19 main:574] : INFO : Epoch 1580 | loss: 0.0311404 | val_loss: 0.031147 | Time: 5286.88 ms [2022-04-02 13:27:24 main:574] : INFO : Epoch 1581 | loss: 0.0311374 | val_loss: 0.0311472 | Time: 5281.98 ms [2022-04-02 13:27:29 main:574] : INFO : Epoch 1582 | loss: 0.0311369 | val_loss: 0.0311455 | Time: 5278.16 ms [2022-04-02 13:27:34 main:574] : INFO : Epoch 1583 | loss: 0.0311359 | val_loss: 0.0311468 | Time: 5271.98 ms [2022-04-02 13:27:40 main:574] : INFO : Epoch 1584 | loss: 0.0311387 | val_loss: 0.0311491 | Time: 5272.54 ms [2022-04-02 13:27:45 main:574] : INFO : Epoch 1585 | loss: 0.0311368 | val_loss: 0.0311501 | Time: 5283.69 ms [2022-04-02 13:27:50 main:574] : INFO : Epoch 1586 | loss: 0.031139 | val_loss: 0.0311509 | Time: 5256.65 ms [2022-04-02 13:27:56 main:574] : INFO : Epoch 1587 | loss: 0.031141 | val_loss: 0.0311528 | Time: 5279.74 ms [2022-04-02 13:28:01 main:574] : INFO : Epoch 1588 | loss: 0.0311402 | val_loss: 0.0311509 | Time: 5276.6 ms [2022-04-02 13:28:06 main:574] : INFO : Epoch 1589 | loss: 0.0311437 | val_loss: 0.0311513 | Time: 5290.68 ms [2022-04-02 13:28:11 main:574] : INFO : Epoch 1590 | loss: 0.0311422 | val_loss: 0.0311576 | Time: 5280.2 ms [2022-04-02 13:28:17 main:574] : INFO : Epoch 1591 | loss: 0.0311425 | val_loss: 0.0311478 | Time: 5263.09 ms [2022-04-02 13:28:22 main:574] : INFO : Epoch 1592 | loss: 0.0311469 | val_loss: 0.0311856 | Time: 5282.79 ms [2022-04-02 13:28:27 main:574] : INFO : Epoch 1593 | loss: 0.0325024 | val_loss: 0.0314829 | Time: 5290.42 ms [2022-04-02 13:28:33 main:574] : INFO : Epoch 1594 | loss: 0.0321881 | val_loss: 0.0316917 | Time: 5303.04 ms [2022-04-02 13:28:38 main:574] : INFO : Epoch 1595 | loss: 0.031322 | val_loss: 0.0312301 | Time: 5272.31 ms [2022-04-02 13:28:43 main:574] : INFO : Epoch 1596 | loss: 0.0311821 | val_loss: 0.0311691 | Time: 5278.59 ms [2022-04-02 13:28:48 main:574] : INFO : Epoch 1597 | loss: 0.031155 | val_loss: 0.0311608 | Time: 5262.89 ms [2022-04-02 13:28:54 main:574] : INFO : Epoch 1598 | loss: 0.031152 | val_loss: 0.0311589 | Time: 5277.93 ms [2022-04-02 13:28:59 main:574] : INFO : Epoch 1599 | loss: 0.0311448 | val_loss: 0.031154 | Time: 5284.35 ms [2022-04-02 13:29:04 main:574] : INFO : Epoch 1600 | loss: 0.0311425 | val_loss: 0.0311519 | Time: 5286.42 ms [2022-04-02 13:29:10 main:574] : INFO : Epoch 1601 | loss: 0.031142 | val_loss: 0.0311557 | Time: 5271.97 ms [2022-04-02 13:29:15 main:574] : INFO : Epoch 1602 | loss: 0.0311416 | val_loss: 0.0311533 | Time: 5286.58 ms [2022-04-02 13:29:20 main:574] : INFO : Epoch 1603 | loss: 0.0311387 | val_loss: 0.0311518 | Time: 5258.09 ms [2022-04-02 13:29:25 main:574] : INFO : Epoch 1604 | loss: 0.0311394 | val_loss: 0.0311516 | Time: 5276.12 ms [2022-04-02 13:29:31 main:574] : INFO : Epoch 1605 | loss: 0.0311367 | val_loss: 0.0311505 | Time: 5298.32 ms [2022-04-02 13:29:36 main:574] : INFO : Epoch 1606 | loss: 0.0311361 | val_loss: 0.0311482 | Time: 5248.44 ms [2022-04-02 13:29:41 main:574] : INFO : Epoch 1607 | loss: 0.0311354 | val_loss: 0.0311481 | Time: 5297.95 ms [2022-04-02 13:29:47 main:574] : INFO : Epoch 1608 | loss: 0.0311426 | val_loss: 0.0311536 | Time: 5276.01 ms [2022-04-02 13:29:52 main:574] : INFO : Epoch 1609 | loss: 0.0311487 | val_loss: 0.0311499 | Time: 5247.76 ms [2022-04-02 13:29:57 main:574] : INFO : Epoch 1610 | loss: 0.0311409 | val_loss: 0.0311483 | Time: 5282.08 ms [2022-04-02 13:30:02 main:574] : INFO : Epoch 1611 | loss: 0.0311369 | val_loss: 0.0311473 | Time: 5271.36 ms [2022-04-02 13:30:08 main:574] : INFO : Epoch 1612 | loss: 0.0311358 | val_loss: 0.0311474 | Time: 5252.51 ms [2022-04-02 13:30:13 main:574] : INFO : Epoch 1613 | loss: 0.0311342 | val_loss: 0.0311502 | Time: 5307.86 ms [2022-04-02 13:30:18 main:574] : INFO : Epoch 1614 | loss: 0.0311348 | val_loss: 0.0311509 | Time: 5284.1 ms [2022-04-02 13:30:23 main:574] : INFO : Epoch 1615 | loss: 0.0311339 | val_loss: 0.031146 | Time: 5252.02 ms [2022-04-02 13:30:29 main:574] : INFO : Epoch 1616 | loss: 0.0311331 | val_loss: 0.031147 | Time: 5258.96 ms [2022-04-02 13:30:34 main:574] : INFO : Epoch 1617 | loss: 0.031133 | val_loss: 0.0311457 | Time: 5284.49 ms [2022-04-02 13:30:39 main:574] : INFO : Epoch 1618 | loss: 0.0311328 | val_loss: 0.0311506 | Time: 5283.18 ms [2022-04-02 13:30:45 main:574] : INFO : Epoch 1619 | loss: 0.0311341 | val_loss: 0.0311475 | Time: 5296.57 ms [2022-04-02 13:30:50 main:574] : INFO : Epoch 1620 | loss: 0.031134 | val_loss: 0.0311498 | Time: 5285.62 ms [2022-04-02 13:30:55 main:574] : INFO : Epoch 1621 | loss: 0.0311333 | val_loss: 0.0311504 | Time: 5253.04 ms [2022-04-02 13:31:00 main:574] : INFO : Epoch 1622 | loss: 0.031135 | val_loss: 0.0311455 | Time: 5279.28 ms [2022-04-02 13:31:06 main:574] : INFO : Epoch 1623 | loss: 0.0311339 | val_loss: 0.0311458 | Time: 5295.99 ms [2022-04-02 13:31:11 main:574] : INFO : Epoch 1624 | loss: 0.0311345 | val_loss: 0.0311518 | Time: 5266.01 ms [2022-04-02 13:31:16 main:574] : INFO : Epoch 1625 | loss: 0.0311366 | val_loss: 0.031155 | Time: 5302.5 ms [2022-04-02 13:31:22 main:574] : INFO : Epoch 1626 | loss: 0.0311373 | val_loss: 0.0311489 | Time: 5285.49 ms [2022-04-02 13:31:27 main:574] : INFO : Epoch 1627 | loss: 0.0311367 | val_loss: 0.0311518 | Time: 5303.5 ms [2022-04-02 13:31:32 main:574] : INFO : Epoch 1628 | loss: 0.0311377 | val_loss: 0.0311482 | Time: 5274.01 ms [2022-04-02 13:31:38 main:574] : INFO : Epoch 1629 | loss: 0.0311359 | val_loss: 0.0311462 | Time: 5317.35 ms [2022-04-02 13:31:43 main:574] : INFO : Epoch 1630 | loss: 0.0311347 | val_loss: 0.0311513 | Time: 5287.13 ms [2022-04-02 13:31:48 main:574] : INFO : Epoch 1631 | loss: 0.0311338 | val_loss: 0.031147 | Time: 5280.02 ms [2022-04-02 13:31:53 main:574] : INFO : Epoch 1632 | loss: 0.0311339 | val_loss: 0.031147 | Time: 5261.14 ms [2022-04-02 13:31:59 main:574] : INFO : Epoch 1633 | loss: 0.031137 | val_loss: 0.0311493 | Time: 5285.28 ms [2022-04-02 13:32:04 main:574] : INFO : Epoch 1634 | loss: 0.0311333 | val_loss: 0.031148 | Time: 5255.55 ms [2022-04-02 13:32:09 main:574] : INFO : Epoch 1635 | loss: 0.031133 | val_loss: 0.0311484 | Time: 5269.34 ms [2022-04-02 13:32:15 main:574] : INFO : Epoch 1636 | loss: 0.0311327 | val_loss: 0.0311503 | Time: 5262.42 ms [2022-04-02 13:32:20 main:574] : INFO : Epoch 1637 | loss: 0.0311334 | val_loss: 0.031153 | Time: 5292.05 ms [2022-04-02 13:32:25 main:574] : INFO : Epoch 1638 | loss: 0.0311328 | val_loss: 0.0311512 | Time: 5302.92 ms [2022-04-02 13:32:30 main:574] : INFO : Epoch 1639 | loss: 0.0311342 | val_loss: 0.0311544 | Time: 5284.1 ms [2022-04-02 13:32:36 main:574] : INFO : Epoch 1640 | loss: 0.0311483 | val_loss: 0.0311548 | Time: 5265.55 ms [2022-04-02 13:32:41 main:574] : INFO : Epoch 1641 | loss: 0.0311497 | val_loss: 0.0311604 | Time: 5306.22 ms [2022-04-02 13:32:46 main:574] : INFO : Epoch 1642 | loss: 0.0311525 | val_loss: 0.0311583 | Time: 5310.85 ms [2022-04-02 13:32:52 main:574] : INFO : Epoch 1643 | loss: 0.0311492 | val_loss: 0.0311524 | Time: 5289.87 ms [2022-04-02 13:32:57 main:574] : INFO : Epoch 1644 | loss: 0.0311441 | val_loss: 0.0311537 | Time: 5300.9 ms [2022-04-02 13:33:02 main:574] : INFO : Epoch 1645 | loss: 0.0311484 | val_loss: 0.0311521 | Time: 5286.62 ms [2022-04-02 13:33:08 main:574] : INFO : Epoch 1646 | loss: 0.031144 | val_loss: 0.0311512 | Time: 5296.11 ms [2022-04-02 13:33:13 main:574] : INFO : Epoch 1647 | loss: 0.03114 | val_loss: 0.0311498 | Time: 5289.39 ms [2022-04-02 13:33:18 main:574] : INFO : Epoch 1648 | loss: 0.031137 | val_loss: 0.03115 | Time: 5278.95 ms [2022-04-02 13:33:23 main:574] : INFO : Epoch 1649 | loss: 0.0311363 | val_loss: 0.0311484 | Time: 5272.51 ms [2022-04-02 13:33:29 main:574] : INFO : Epoch 1650 | loss: 0.0311353 | val_loss: 0.0311491 | Time: 5272.46 ms [2022-04-02 13:33:34 main:574] : INFO : Epoch 1651 | loss: 0.0311358 | val_loss: 0.0311537 | Time: 5273.19 ms [2022-04-02 13:33:39 main:574] : INFO : Epoch 1652 | loss: 0.0311356 | val_loss: 0.031152 | Time: 5258.75 ms [2022-04-02 13:33:45 main:574] : INFO : Epoch 1653 | loss: 0.0311337 | val_loss: 0.0311508 | Time: 5261.11 ms [2022-04-02 13:33:50 main:574] : INFO : Epoch 1654 | loss: 0.0311326 | val_loss: 0.03115 | Time: 5286.57 ms [2022-04-02 13:33:55 main:574] : INFO : Epoch 1655 | loss: 0.0311348 | val_loss: 0.031154 | Time: 5294.76 ms [2022-04-02 13:34:00 main:574] : INFO : Epoch 1656 | loss: 0.031138 | val_loss: 0.0311525 | Time: 5254.08 ms [2022-04-02 13:34:06 main:574] : INFO : Epoch 1657 | loss: 0.0311369 | val_loss: 0.0311541 | Time: 5277.81 ms [2022-04-02 13:34:11 main:574] : INFO : Epoch 1658 | loss: 0.0311359 | val_loss: 0.0311512 | Time: 5281.9 ms [2022-04-02 13:34:16 main:574] : INFO : Epoch 1659 | loss: 0.0311356 | val_loss: 0.0311519 | Time: 5259.72 ms [2022-04-02 13:34:22 main:574] : INFO : Epoch 1660 | loss: 0.0311359 | val_loss: 0.0311589 | Time: 5287.2 ms [2022-04-02 13:34:27 main:574] : INFO : Epoch 1661 | loss: 0.0311361 | val_loss: 0.0311512 | Time: 5294.94 ms [2022-04-02 13:34:32 main:574] : INFO : Epoch 1662 | loss: 0.0311336 | val_loss: 0.0311535 | Time: 5273.39 ms [2022-04-02 13:34:37 main:574] : INFO : Epoch 1663 | loss: 0.0311332 | val_loss: 0.0311522 | Time: 5242.68 ms [2022-04-02 13:34:43 main:574] : INFO : Epoch 1664 | loss: 0.0311355 | val_loss: 0.031151 | Time: 5277.38 ms [2022-04-02 13:34:48 main:574] : INFO : Epoch 1665 | loss: 0.0311308 | val_loss: 0.0311512 | Time: 5290.01 ms [2022-04-02 13:34:53 main:574] : INFO : Epoch 1666 | loss: 0.0311306 | val_loss: 0.0311545 | Time: 5274.36 ms [2022-04-02 13:34:59 main:574] : INFO : Epoch 1667 | loss: 0.0311335 | val_loss: 0.0311522 | Time: 5285.08 ms [2022-04-02 13:35:04 main:574] : INFO : Epoch 1668 | loss: 0.0311312 | val_loss: 0.0311526 | Time: 5258.16 ms [2022-04-02 13:35:09 main:574] : INFO : Epoch 1669 | loss: 0.0311305 | val_loss: 0.0311534 | Time: 5233.82 ms [2022-04-02 13:35:14 main:574] : INFO : Epoch 1670 | loss: 0.0311311 | val_loss: 0.0311525 | Time: 5287.12 ms [2022-04-02 13:35:20 main:574] : INFO : Epoch 1671 | loss: 0.0311303 | val_loss: 0.0311573 | Time: 5311.93 ms [2022-04-02 13:35:25 main:574] : INFO : Epoch 1672 | loss: 0.0311342 | val_loss: 0.0311579 | Time: 5317.97 ms [2022-04-02 13:35:30 main:574] : INFO : Epoch 1673 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 5289.78 ms [2022-04-02 13:35:36 main:574] : INFO : Epoch 1674 | loss: 0.0311309 | val_loss: 0.0311544 | Time: 5294.15 ms [2022-04-02 13:35:41 main:574] : INFO : Epoch 1675 | loss: 0.0311334 | val_loss: 0.0311539 | Time: 5284.4 ms [2022-04-02 13:35:46 main:574] : INFO : Epoch 1676 | loss: 0.031131 | val_loss: 0.0311516 | Time: 5221.33 ms [2022-04-02 13:35:51 main:574] : INFO : Epoch 1677 | loss: 0.0311305 | val_loss: 0.0311554 | Time: 5268.79 ms [2022-04-02 13:35:57 main:574] : INFO : Epoch 1678 | loss: 0.031132 | val_loss: 0.0311527 | Time: 5280.5 ms [2022-04-02 13:36:02 main:574] : INFO : Epoch 1679 | loss: 0.0311291 | val_loss: 0.0311545 | Time: 5256.82 ms [2022-04-02 13:36:07 main:574] : INFO : Epoch 1680 | loss: 0.0311304 | val_loss: 0.0311513 | Time: 5284.9 ms [2022-04-02 13:36:13 main:574] : INFO : Epoch 1681 | loss: 0.0311315 | val_loss: 0.0311498 | Time: 5287.73 ms [2022-04-02 13:36:18 main:574] : INFO : Epoch 1682 | loss: 0.0311329 | val_loss: 0.0311499 | Time: 5300.82 ms [2022-04-02 13:36:23 main:574] : INFO : Epoch 1683 | loss: 0.0311319 | val_loss: 0.0311506 | Time: 5280.48 ms [2022-04-02 13:36:28 main:574] : INFO : Epoch 1684 | loss: 0.0311308 | val_loss: 0.0311506 | Time: 5266.93 ms [2022-04-02 13:36:34 main:574] : INFO : Epoch 1685 | loss: 0.0311309 | val_loss: 0.0311511 | Time: 5309.19 ms [2022-04-02 13:36:39 main:574] : INFO : Epoch 1686 | loss: 0.0311336 | val_loss: 0.031154 | Time: 5276.11 ms [2022-04-02 13:36:44 main:574] : INFO : Epoch 1687 | loss: 0.0311332 | val_loss: 0.0311527 | Time: 5300.16 ms [2022-04-02 13:36:50 main:574] : INFO : Epoch 1688 | loss: 0.0311323 | val_loss: 0.0311513 | Time: 5297.64 ms [2022-04-02 13:36:55 main:574] : INFO : Epoch 1689 | loss: 0.0311336 | val_loss: 0.0311534 | Time: 5294.27 ms [2022-04-02 13:37:00 main:574] : INFO : Epoch 1690 | loss: 0.0311327 | val_loss: 0.0311532 | Time: 5289.65 ms [2022-04-02 13:37:06 main:574] : INFO : Epoch 1691 | loss: 0.0311322 | val_loss: 0.0311542 | Time: 5300.97 ms [2022-04-02 13:37:11 main:574] : INFO : Epoch 1692 | loss: 0.0311324 | val_loss: 0.0311527 | Time: 5318.9 ms [2022-04-02 13:37:16 main:574] : INFO : Epoch 1693 | loss: 0.0311303 | val_loss: 0.0311521 | Time: 5293.46 ms [2022-04-02 13:37:21 main:574] : INFO : Epoch 1694 | loss: 0.031131 | val_loss: 0.0311519 | Time: 5262.31 ms [2022-04-02 13:37:27 main:574] : INFO : Epoch 1695 | loss: 0.0311316 | val_loss: 0.0311521 | Time: 5317.73 ms [2022-04-02 13:37:32 main:574] : INFO : Epoch 1696 | loss: 0.0311344 | val_loss: 0.0311529 | Time: 5273.94 ms [2022-04-02 13:37:37 main:574] : INFO : Epoch 1697 | loss: 0.0311307 | val_loss: 0.0311556 | Time: 5276.45 ms [2022-04-02 13:37:43 main:574] : INFO : Epoch 1698 | loss: 0.0311292 | val_loss: 0.0311508 | Time: 5252.36 ms [2022-04-02 13:37:48 main:574] : INFO : Epoch 1699 | loss: 0.0311309 | val_loss: 0.0311555 | Time: 5286.08 ms [2022-04-02 13:37:53 main:574] : INFO : Epoch 1700 | loss: 0.0311302 | val_loss: 0.0311523 | Time: 5287.37 ms [2022-04-02 13:37:58 main:574] : INFO : Epoch 1701 | loss: 0.031129 | val_loss: 0.0311531 | Time: 5277.98 ms [2022-04-02 13:38:04 main:574] : INFO : Epoch 1702 | loss: 0.0311295 | val_loss: 0.0311536 | Time: 5285.01 ms [2022-04-02 13:38:09 main:574] : INFO : Epoch 1703 | loss: 0.0311292 | val_loss: 0.0311547 | Time: 5292.66 ms [2022-04-02 13:38:14 main:574] : INFO : Epoch 1704 | loss: 0.0311293 | val_loss: 0.0311587 | Time: 5286 ms [2022-04-02 13:38:20 main:574] : INFO : Epoch 1705 | loss: 0.0311357 | val_loss: 0.0311558 | Time: 5248.33 ms [2022-04-02 13:38:25 main:574] : INFO : Epoch 1706 | loss: 0.0311323 | val_loss: 0.0311538 | Time: 5254.51 ms [2022-04-02 13:38:30 main:574] : INFO : Epoch 1707 | loss: 0.0311303 | val_loss: 0.031152 | Time: 5291.73 ms [2022-04-02 13:38:35 main:574] : INFO : Epoch 1708 | loss: 0.0311288 | val_loss: 0.0311533 | Time: 5278.75 ms [2022-04-02 13:38:41 main:574] : INFO : Epoch 1709 | loss: 0.0311298 | val_loss: 0.031151 | Time: 5280.98 ms [2022-04-02 13:38:46 main:574] : INFO : Epoch 1710 | loss: 0.0311305 | val_loss: 0.0311499 | Time: 5270.52 ms [2022-04-02 13:38:51 main:574] : INFO : Epoch 1711 | loss: 0.0311304 | val_loss: 0.0311532 | Time: 5313.89 ms [2022-04-02 13:38:57 main:574] : INFO : Epoch 1712 | loss: 0.0311305 | val_loss: 0.0311578 | Time: 5285.6 ms [2022-04-02 13:39:02 main:574] : INFO : Epoch 1713 | loss: 0.03113 | val_loss: 0.0311543 | Time: 5229.49 ms [2022-04-02 13:39:07 main:574] : INFO : Epoch 1714 | loss: 0.0311295 | val_loss: 0.0311547 | Time: 5292.58 ms [2022-04-02 13:39:12 main:574] : INFO : Epoch 1715 | loss: 0.0311294 | val_loss: 0.0311582 | Time: 5247.73 ms [2022-04-02 13:39:18 main:574] : INFO : Epoch 1716 | loss: 0.0311304 | val_loss: 0.0311538 | Time: 5294.96 ms [2022-04-02 13:39:23 main:574] : INFO : Epoch 1717 | loss: 0.0311282 | val_loss: 0.031151 | Time: 5253.74 ms [2022-04-02 13:39:28 main:574] : INFO : Epoch 1718 | loss: 0.0311293 | val_loss: 0.0311548 | Time: 5299.72 ms [2022-04-02 13:39:34 main:574] : INFO : Epoch 1719 | loss: 0.0311311 | val_loss: 0.0311515 | Time: 5293.34 ms [2022-04-02 13:39:39 main:574] : INFO : Epoch 1720 | loss: 0.0311296 | val_loss: 0.0311528 | Time: 5249.72 ms [2022-04-02 13:39:44 main:574] : INFO : Epoch 1721 | loss: 0.0311274 | val_loss: 0.0311537 | Time: 5268.67 ms [2022-04-02 13:39:49 main:574] : INFO : Epoch 1722 | loss: 0.0311281 | val_loss: 0.0311548 | Time: 5261.45 ms [2022-04-02 13:39:55 main:574] : INFO : Epoch 1723 | loss: 0.0311291 | val_loss: 0.0311514 | Time: 5303.33 ms [2022-04-02 13:40:00 main:574] : INFO : Epoch 1724 | loss: 0.0311323 | val_loss: 0.0311508 | Time: 5285.84 ms [2022-04-02 13:40:05 main:574] : INFO : Epoch 1725 | loss: 0.0311336 | val_loss: 0.031151 | Time: 5269.17 ms [2022-04-02 13:40:11 main:574] : INFO : Epoch 1726 | loss: 0.0311391 | val_loss: 0.0311602 | Time: 5271.51 ms [2022-04-02 13:40:16 main:574] : INFO : Epoch 1727 | loss: 0.0311426 | val_loss: 0.0311555 | Time: 5288.3 ms [2022-04-02 13:40:21 main:574] : INFO : Epoch 1728 | loss: 0.0311351 | val_loss: 0.0311546 | Time: 5252.19 ms [2022-04-02 13:40:26 main:574] : INFO : Epoch 1729 | loss: 0.0311306 | val_loss: 0.0311561 | Time: 5266.95 ms [2022-04-02 13:40:32 main:574] : INFO : Epoch 1730 | loss: 0.0311287 | val_loss: 0.0311522 | Time: 5259.91 ms [2022-04-02 13:40:37 main:574] : INFO : Epoch 1731 | loss: 0.0311285 | val_loss: 0.0311537 | Time: 5273.07 ms [2022-04-02 13:40:42 main:574] : INFO : Epoch 1732 | loss: 0.0311278 | val_loss: 0.0311525 | Time: 5262.64 ms [2022-04-02 13:40:48 main:574] : INFO : Epoch 1733 | loss: 0.0311288 | val_loss: 0.0311578 | Time: 5298.01 ms [2022-04-02 13:40:53 main:574] : INFO : Epoch 1734 | loss: 0.0311318 | val_loss: 0.0311556 | Time: 5272.38 ms [2022-04-02 13:40:58 main:574] : INFO : Epoch 1735 | loss: 0.0311285 | val_loss: 0.0311549 | Time: 5269.52 ms [2022-04-02 13:41:03 main:574] : INFO : Epoch 1736 | loss: 0.0311277 | val_loss: 0.0311524 | Time: 5308.6 ms [2022-04-02 13:41:09 main:574] : INFO : Epoch 1737 | loss: 0.0311283 | val_loss: 0.0311532 | Time: 5310.82 ms [2022-04-02 13:41:14 main:574] : INFO : Epoch 1738 | loss: 0.0311266 | val_loss: 0.0311512 | Time: 5279.86 ms [2022-04-02 13:41:19 main:574] : INFO : Epoch 1739 | loss: 0.0311277 | val_loss: 0.0311527 | Time: 5295.65 ms [2022-04-02 13:41:25 main:574] : INFO : Epoch 1740 | loss: 0.0311274 | val_loss: 0.0311522 | Time: 5281.37 ms [2022-04-02 13:41:30 main:574] : INFO : Epoch 1741 | loss: 0.0311296 | val_loss: 0.0311522 | Time: 5260.82 ms [2022-04-02 13:41:35 main:574] : INFO : Epoch 1742 | loss: 0.0311281 | val_loss: 0.0311501 | Time: 5301.85 ms [2022-04-02 13:41:40 main:574] : INFO : Epoch 1743 | loss: 0.0311292 | val_loss: 0.0311574 | Time: 5260.36 ms [2022-04-02 13:41:46 main:574] : INFO : Epoch 1744 | loss: 0.0311281 | val_loss: 0.031162 | Time: 5282.8 ms [2022-04-02 13:41:51 main:574] : INFO : Epoch 1745 | loss: 0.0311282 | val_loss: 0.0311534 | Time: 5280.5 ms [2022-04-02 13:41:56 main:574] : INFO : Epoch 1746 | loss: 0.0311276 | val_loss: 0.0311543 | Time: 5240.13 ms [2022-04-02 13:42:02 main:574] : INFO : Epoch 1747 | loss: 0.0311292 | val_loss: 0.0311522 | Time: 5259.76 ms [2022-04-02 13:42:07 main:574] : INFO : Epoch 1748 | loss: 0.0311272 | val_loss: 0.031153 | Time: 5291.98 ms [2022-04-02 13:42:12 main:574] : INFO : Epoch 1749 | loss: 0.0311293 | val_loss: 0.0311587 | Time: 5285.9 ms [2022-04-02 13:42:17 main:574] : INFO : Epoch 1750 | loss: 0.0311412 | val_loss: 0.0311534 | Time: 5271.95 ms [2022-04-02 13:42:23 main:574] : INFO : Epoch 1751 | loss: 0.0311412 | val_loss: 0.0311526 | Time: 5288.86 ms [2022-04-02 13:42:28 main:574] : INFO : Epoch 1752 | loss: 0.0311401 | val_loss: 0.0311526 | Time: 5293.7 ms [2022-04-02 13:42:33 main:574] : INFO : Epoch 1753 | loss: 0.0311384 | val_loss: 0.0311514 | Time: 5276.97 ms [2022-04-02 13:42:39 main:574] : INFO : Epoch 1754 | loss: 0.0311375 | val_loss: 0.0311492 | Time: 5256.27 ms [2022-04-02 13:42:44 main:574] : INFO : Epoch 1755 | loss: 0.0311352 | val_loss: 0.0311516 | Time: 5298.96 ms [2022-04-02 13:42:49 main:574] : INFO : Epoch 1756 | loss: 0.0311375 | val_loss: 0.0311581 | Time: 5290.97 ms [2022-04-02 13:42:54 main:574] : INFO : Epoch 1757 | loss: 0.0311389 | val_loss: 0.0311551 | Time: 5265.56 ms [2022-04-02 13:43:00 main:574] : INFO : Epoch 1758 | loss: 0.0311381 | val_loss: 0.0311575 | Time: 5266.64 ms [2022-04-02 13:43:05 main:574] : INFO : Epoch 1759 | loss: 0.0311374 | val_loss: 0.031154 | Time: 5337.34 ms [2022-04-02 13:43:10 main:574] : INFO : Epoch 1760 | loss: 0.031134 | val_loss: 0.031152 | Time: 5280.26 ms [2022-04-02 13:43:16 main:574] : INFO : Epoch 1761 | loss: 0.0311352 | val_loss: 0.0311525 | Time: 5272.49 ms [2022-04-02 13:43:21 main:574] : INFO : Epoch 1762 | loss: 0.0311365 | val_loss: 0.0311522 | Time: 5306.89 ms [2022-04-02 13:43:26 main:574] : INFO : Epoch 1763 | loss: 0.0311344 | val_loss: 0.0311514 | Time: 5267.35 ms [2022-04-02 13:43:32 main:574] : INFO : Epoch 1764 | loss: 0.031134 | val_loss: 0.0311531 | Time: 5285.69 ms [2022-04-02 13:43:37 main:574] : INFO : Epoch 1765 | loss: 0.0311336 | val_loss: 0.0311516 | Time: 5324.58 ms [2022-04-02 13:43:42 main:574] : INFO : Epoch 1766 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 5275.13 ms [2022-04-02 13:43:47 main:574] : INFO : Epoch 1767 | loss: 0.0311403 | val_loss: 0.0311551 | Time: 5292.23 ms [2022-04-02 13:43:53 main:574] : INFO : Epoch 1768 | loss: 0.0311375 | val_loss: 0.0311539 | Time: 5312.75 ms [2022-04-02 13:43:58 main:574] : INFO : Epoch 1769 | loss: 0.0311363 | val_loss: 0.031154 | Time: 5298.37 ms [2022-04-02 13:44:03 main:574] : INFO : Epoch 1770 | loss: 0.0311401 | val_loss: 0.0311568 | Time: 5278.33 ms [2022-04-02 13:44:09 main:574] : INFO : Epoch 1771 | loss: 0.0311366 | val_loss: 0.0311553 | Time: 5295.86 ms [2022-04-02 13:44:14 main:574] : INFO : Epoch 1772 | loss: 0.0311363 | val_loss: 0.031153 | Time: 5261.58 ms [2022-04-02 13:44:19 main:574] : INFO : Epoch 1773 | loss: 0.031135 | val_loss: 0.0311561 | Time: 5290.66 ms [2022-04-02 13:44:24 main:574] : INFO : Epoch 1774 | loss: 0.0311351 | val_loss: 0.0311526 | Time: 5264.26 ms [2022-04-02 13:44:30 main:574] : INFO : Epoch 1775 | loss: 0.0311376 | val_loss: 0.0311571 | Time: 5289.69 ms [2022-04-02 13:44:35 main:574] : INFO : Epoch 1776 | loss: 0.031136 | val_loss: 0.0311629 | Time: 5271.03 ms [2022-04-02 13:44:40 main:574] : INFO : Epoch 1777 | loss: 0.0311375 | val_loss: 0.0311603 | Time: 5253.9 ms [2022-04-02 13:44:46 main:574] : INFO : Epoch 1778 | loss: 0.0311348 | val_loss: 0.0311562 | Time: 5281.14 ms [2022-04-02 13:44:51 main:574] : INFO : Epoch 1779 | loss: 0.0311338 | val_loss: 0.0311555 | Time: 5294.76 ms [2022-04-02 13:44:56 main:574] : INFO : Epoch 1780 | loss: 0.031133 | val_loss: 0.0311573 | Time: 5285.08 ms [2022-04-02 13:45:02 main:574] : INFO : Epoch 1781 | loss: 0.0311342 | val_loss: 0.0311543 | Time: 5269.04 ms [2022-04-02 13:45:07 main:574] : INFO : Epoch 1782 | loss: 0.0311327 | val_loss: 0.031155 | Time: 5262.62 ms [2022-04-02 13:45:12 main:574] : INFO : Epoch 1783 | loss: 0.0311308 | val_loss: 0.0311545 | Time: 5287.81 ms [2022-04-02 13:45:17 main:574] : INFO : Epoch 1784 | loss: 0.0311308 | val_loss: 0.0311549 | Time: 5262.23 ms [2022-04-02 13:45:23 main:574] : INFO : Epoch 1785 | loss: 0.031132 | val_loss: 0.0311548 | Time: 5276.86 ms [2022-04-02 13:45:28 main:574] : INFO : Epoch 1786 | loss: 0.0311312 | val_loss: 0.0311544 | Time: 5299.49 ms [2022-04-02 13:45:33 main:574] : INFO : Epoch 1787 | loss: 0.0311326 | val_loss: 0.0311565 | Time: 5269.97 ms [2022-04-02 13:45:39 main:574] : INFO : Epoch 1788 | loss: 0.0311382 | val_loss: 0.0311549 | Time: 5284.67 ms [2022-04-02 13:45:44 main:574] : INFO : Epoch 1789 | loss: 0.0311387 | val_loss: 0.0311555 | Time: 5274.84 ms [2022-04-02 13:45:49 main:574] : INFO : Epoch 1790 | loss: 0.0311376 | val_loss: 0.0311545 | Time: 5271.8 ms [2022-04-02 13:45:54 main:574] : INFO : Epoch 1791 | loss: 0.0311374 | val_loss: 0.031159 | Time: 5276.25 ms [2022-04-02 13:46:00 main:574] : INFO : Epoch 1792 | loss: 0.0311352 | val_loss: 0.0311544 | Time: 5276.5 ms [2022-04-02 13:46:05 main:574] : INFO : Epoch 1793 | loss: 0.0311359 | val_loss: 0.0311517 | Time: 5307.88 ms [2022-04-02 13:46:10 main:574] : INFO : Epoch 1794 | loss: 0.031136 | val_loss: 0.0311539 | Time: 5282.46 ms [2022-04-02 13:46:16 main:574] : INFO : Epoch 1795 | loss: 0.031135 | val_loss: 0.0311539 | Time: 5271.71 ms [2022-04-02 13:46:21 main:574] : INFO : Epoch 1796 | loss: 0.031136 | val_loss: 0.0311572 | Time: 5284.88 ms [2022-04-02 13:46:26 main:574] : INFO : Epoch 1797 | loss: 0.031137 | val_loss: 0.0311531 | Time: 5299.4 ms [2022-04-02 13:46:31 main:574] : INFO : Epoch 1798 | loss: 0.0311379 | val_loss: 0.0311556 | Time: 5262.47 ms [2022-04-02 13:46:37 main:574] : INFO : Epoch 1799 | loss: 0.0311361 | val_loss: 0.0311508 | Time: 5280.39 ms [2022-04-02 13:46:42 main:574] : INFO : Epoch 1800 | loss: 0.0311326 | val_loss: 0.0311529 | Time: 5275.17 ms [2022-04-02 13:46:47 main:574] : INFO : Epoch 1801 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 5290.54 ms [2022-04-02 13:46:53 main:574] : INFO : Epoch 1802 | loss: 0.0311336 | val_loss: 0.0311535 | Time: 5296.45 ms [2022-04-02 13:46:58 main:574] : INFO : Epoch 1803 | loss: 0.0311328 | val_loss: 0.0311526 | Time: 5268.74 ms [2022-04-02 13:47:03 main:574] : INFO : Epoch 1804 | loss: 0.0311354 | val_loss: 0.0311558 | Time: 5291.23 ms [2022-04-02 13:47:08 main:574] : INFO : Epoch 1805 | loss: 0.0311369 | val_loss: 0.0311549 | Time: 5249.69 ms [2022-04-02 13:47:14 main:574] : INFO : Epoch 1806 | loss: 0.0311351 | val_loss: 0.0311571 | Time: 5252.39 ms [2022-04-02 13:47:19 main:574] : INFO : Epoch 1807 | loss: 0.0311351 | val_loss: 0.0311515 | Time: 5289.04 ms [2022-04-02 13:47:24 main:574] : INFO : Epoch 1808 | loss: 0.0311324 | val_loss: 0.0311521 | Time: 5247.98 ms [2022-04-02 13:47:30 main:574] : INFO : Epoch 1809 | loss: 0.0311319 | val_loss: 0.031153 | Time: 5278.54 ms [2022-04-02 13:47:35 main:574] : INFO : Epoch 1810 | loss: 0.0311303 | val_loss: 0.0311502 | Time: 5262.49 ms [2022-04-02 13:47:40 main:574] : INFO : Epoch 1811 | loss: 0.0311308 | val_loss: 0.0311505 | Time: 5275.37 ms [2022-04-02 13:47:45 main:574] : INFO : Epoch 1812 | loss: 0.03113 | val_loss: 0.0311489 | Time: 5269.1 ms [2022-04-02 13:47:51 main:574] : INFO : Epoch 1813 | loss: 0.0311288 | val_loss: 0.0311525 | Time: 5281.62 ms [2022-04-02 13:47:56 main:574] : INFO : Epoch 1814 | loss: 0.0311298 | val_loss: 0.0311488 | Time: 5292.64 ms [2022-04-02 13:48:01 main:574] : INFO : Epoch 1815 | loss: 0.0311288 | val_loss: 0.0311497 | Time: 5267.4 ms [2022-04-02 13:48:07 main:574] : INFO : Epoch 1816 | loss: 0.0311296 | val_loss: 0.0311505 | Time: 5285.86 ms [2022-04-02 13:48:12 main:574] : INFO : Epoch 1817 | loss: 0.0311355 | val_loss: 0.0311496 | Time: 5311.96 ms [2022-04-02 13:48:17 main:574] : INFO : Epoch 1818 | loss: 0.0311345 | val_loss: 0.0311523 | Time: 5282.02 ms [2022-04-02 13:48:22 main:574] : INFO : Epoch 1819 | loss: 0.0311342 | val_loss: 0.0311528 | Time: 5284.37 ms [2022-04-02 13:48:28 main:574] : INFO : Epoch 1820 | loss: 0.0311337 | val_loss: 0.0311546 | Time: 5283.49 ms [2022-04-02 13:48:33 main:574] : INFO : Epoch 1821 | loss: 0.0311358 | val_loss: 0.0311505 | Time: 5263.74 ms [2022-04-02 13:48:38 main:574] : INFO : Epoch 1822 | loss: 0.0311335 | val_loss: 0.0311497 | Time: 5258.53 ms [2022-04-02 13:48:44 main:574] : INFO : Epoch 1823 | loss: 0.0311325 | val_loss: 0.0311545 | Time: 5267.23 ms [2022-04-02 13:48:49 main:574] : INFO : Epoch 1824 | loss: 0.0311331 | val_loss: 0.0311536 | Time: 5265.2 ms [2022-04-02 13:48:54 main:574] : INFO : Epoch 1825 | loss: 0.0311388 | val_loss: 0.0311525 | Time: 5253.74 ms [2022-04-02 13:48:59 main:574] : INFO : Epoch 1826 | loss: 0.0311407 | val_loss: 0.0311512 | Time: 5296.1 ms [2022-04-02 13:49:05 main:574] : INFO : Epoch 1827 | loss: 0.0311378 | val_loss: 0.0311541 | Time: 5255.31 ms [2022-04-02 13:49:10 main:574] : INFO : Epoch 1828 | loss: 0.0311361 | val_loss: 0.031152 | Time: 5267.9 ms [2022-04-02 13:49:15 main:574] : INFO : Epoch 1829 | loss: 0.031135 | val_loss: 0.031151 | Time: 5310.7 ms [2022-04-02 13:49:21 main:574] : INFO : Epoch 1830 | loss: 0.0311327 | val_loss: 0.0311558 | Time: 5258.83 ms [2022-04-02 13:49:26 main:574] : INFO : Epoch 1831 | loss: 0.0311318 | val_loss: 0.0311501 | Time: 5292.54 ms [2022-04-02 13:49:31 main:574] : INFO : Epoch 1832 | loss: 0.0311293 | val_loss: 0.0311516 | Time: 5292.78 ms [2022-04-02 13:49:36 main:574] : INFO : Epoch 1833 | loss: 0.0311288 | val_loss: 0.0311518 | Time: 5297.53 ms [2022-04-02 13:49:42 main:574] : INFO : Epoch 1834 | loss: 0.0311289 | val_loss: 0.0311525 | Time: 5279.13 ms [2022-04-02 13:49:47 main:574] : INFO : Epoch 1835 | loss: 0.031128 | val_loss: 0.0311519 | Time: 5252.09 ms [2022-04-02 13:49:52 main:574] : INFO : Epoch 1836 | loss: 0.0311284 | val_loss: 0.0311523 | Time: 5285.71 ms [2022-04-02 13:49:58 main:574] : INFO : Epoch 1837 | loss: 0.031129 | val_loss: 0.031149 | Time: 5293.52 ms [2022-04-02 13:50:03 main:574] : INFO : Epoch 1838 | loss: 0.0311281 | val_loss: 0.0311509 | Time: 5316.49 ms [2022-04-02 13:50:08 main:574] : INFO : Epoch 1839 | loss: 0.0311266 | val_loss: 0.0311548 | Time: 5272.34 ms [2022-04-02 13:50:13 main:574] : INFO : Epoch 1840 | loss: 0.0311289 | val_loss: 0.0311503 | Time: 5265.58 ms [2022-04-02 13:50:19 main:574] : INFO : Epoch 1841 | loss: 0.0311291 | val_loss: 0.0311513 | Time: 5245.96 ms [2022-04-02 13:50:24 main:574] : INFO : Epoch 1842 | loss: 0.0311294 | val_loss: 0.0311518 | Time: 5220.25 ms [2022-04-02 13:50:29 main:574] : INFO : Epoch 1843 | loss: 0.0311358 | val_loss: 0.0311571 | Time: 5288.63 ms [2022-04-02 13:50:35 main:574] : INFO : Epoch 1844 | loss: 0.0311388 | val_loss: 0.0311514 | Time: 5280.08 ms [2022-04-02 13:50:40 main:574] : INFO : Epoch 1845 | loss: 0.0311364 | val_loss: 0.0311451 | Time: 5296.94 ms [2022-04-02 13:50:45 main:574] : INFO : Epoch 1846 | loss: 0.0311345 | val_loss: 0.031151 | Time: 5262.11 ms [2022-04-02 13:50:50 main:574] : INFO : Epoch 1847 | loss: 0.0311342 | val_loss: 0.031155 | Time: 5264.09 ms [2022-04-02 13:50:56 main:574] : INFO : Epoch 1848 | loss: 0.0311352 | val_loss: 0.0311601 | Time: 5252.28 ms [2022-04-02 13:51:01 main:574] : INFO : Epoch 1849 | loss: 0.0311367 | val_loss: 0.0311491 | Time: 5290.02 ms [2022-04-02 13:51:06 main:574] : INFO : Epoch 1850 | loss: 0.0311349 | val_loss: 0.0311488 | Time: 5313.72 ms [2022-04-02 13:51:12 main:574] : INFO : Epoch 1851 | loss: 0.0311334 | val_loss: 0.0311497 | Time: 5263.65 ms [2022-04-02 13:51:17 main:574] : INFO : Epoch 1852 | loss: 0.0311322 | val_loss: 0.0311573 | Time: 5270.36 ms [2022-04-02 13:51:22 main:574] : INFO : Epoch 1853 | loss: 0.0311351 | val_loss: 0.0311516 | Time: 5295.75 ms [2022-04-02 13:51:27 main:574] : INFO : Epoch 1854 | loss: 0.0311336 | val_loss: 0.0311508 | Time: 5282.79 ms [2022-04-02 13:51:33 main:574] : INFO : Epoch 1855 | loss: 0.0311323 | val_loss: 0.0311502 | Time: 5293.92 ms [2022-04-02 13:51:38 main:574] : INFO : Epoch 1856 | loss: 0.0311299 | val_loss: 0.0311505 | Time: 5253.02 ms [2022-04-02 13:51:43 main:574] : INFO : Epoch 1857 | loss: 0.0311294 | val_loss: 0.0311498 | Time: 5296.03 ms [2022-04-02 13:51:49 main:574] : INFO : Epoch 1858 | loss: 0.0311311 | val_loss: 0.0311542 | Time: 5283.83 ms [2022-04-02 13:51:54 main:574] : INFO : Epoch 1859 | loss: 0.0311324 | val_loss: 0.0311516 | Time: 5280.87 ms [2022-04-02 13:51:59 main:574] : INFO : Epoch 1860 | loss: 0.031131 | val_loss: 0.031149 | Time: 5272.29 ms [2022-04-02 13:52:04 main:574] : INFO : Epoch 1861 | loss: 0.0311304 | val_loss: 0.0311516 | Time: 5262.87 ms [2022-04-02 13:52:10 main:574] : INFO : Epoch 1862 | loss: 0.0311314 | val_loss: 0.0311517 | Time: 5277.5 ms [2022-04-02 13:52:15 main:574] : INFO : Epoch 1863 | loss: 0.0311288 | val_loss: 0.0311473 | Time: 5275.56 ms [2022-04-02 13:52:20 main:574] : INFO : Epoch 1864 | loss: 0.0311289 | val_loss: 0.0311519 | Time: 5291.56 ms [2022-04-02 13:52:26 main:574] : INFO : Epoch 1865 | loss: 0.031128 | val_loss: 0.0311494 | Time: 5292.97 ms [2022-04-02 13:52:31 main:574] : INFO : Epoch 1866 | loss: 0.0311282 | val_loss: 0.0311504 | Time: 5282.03 ms [2022-04-02 13:52:36 main:574] : INFO : Epoch 1867 | loss: 0.0311271 | val_loss: 0.0311471 | Time: 5273.26 ms [2022-04-02 13:52:41 main:574] : INFO : Epoch 1868 | loss: 0.0311266 | val_loss: 0.0311484 | Time: 5325.96 ms [2022-04-02 13:52:47 main:574] : INFO : Epoch 1869 | loss: 0.0311306 | val_loss: 0.0311498 | Time: 5213.58 ms [2022-04-02 13:52:52 main:574] : INFO : Epoch 1870 | loss: 0.0311299 | val_loss: 0.0311489 | Time: 5300.26 ms [2022-04-02 13:52:57 main:574] : INFO : Epoch 1871 | loss: 0.0311292 | val_loss: 0.0311489 | Time: 5278.35 ms [2022-04-02 13:53:03 main:574] : INFO : Epoch 1872 | loss: 0.0311277 | val_loss: 0.0311496 | Time: 5280.64 ms [2022-04-02 13:53:08 main:574] : INFO : Epoch 1873 | loss: 0.0311279 | val_loss: 0.0311527 | Time: 5271.11 ms [2022-04-02 13:53:13 main:574] : INFO : Epoch 1874 | loss: 0.0311273 | val_loss: 0.0311485 | Time: 5279.73 ms [2022-04-02 13:53:18 main:574] : INFO : Epoch 1875 | loss: 0.0311272 | val_loss: 0.0311488 | Time: 5300.93 ms [2022-04-02 13:53:24 main:574] : INFO : Epoch 1876 | loss: 0.0311282 | val_loss: 0.031148 | Time: 5276.9 ms [2022-04-02 13:53:29 main:574] : INFO : Epoch 1877 | loss: 0.0311276 | val_loss: 0.0311496 | Time: 5291.2 ms [2022-04-02 13:53:34 main:574] : INFO : Epoch 1878 | loss: 0.0311288 | val_loss: 0.0311522 | Time: 5297.12 ms [2022-04-02 13:53:40 main:574] : INFO : Epoch 1879 | loss: 0.0311285 | val_loss: 0.031151 | Time: 5307.28 ms [2022-04-02 13:53:45 main:574] : INFO : Epoch 1880 | loss: 0.0311338 | val_loss: 0.0311499 | Time: 5293.14 ms [2022-04-02 13:53:50 main:574] : INFO : Epoch 1881 | loss: 0.0311306 | val_loss: 0.031152 | Time: 5303.32 ms [2022-04-02 13:53:56 main:574] : INFO : Epoch 1882 | loss: 0.0311284 | val_loss: 0.0311523 | Time: 5312.67 ms [2022-04-02 13:54:01 main:574] : INFO : Epoch 1883 | loss: 0.031127 | val_loss: 0.0311521 | Time: 5283.36 ms [2022-04-02 13:54:06 main:574] : INFO : Epoch 1884 | loss: 0.0311273 | val_loss: 0.0311496 | Time: 5301.44 ms [2022-04-02 13:54:11 main:574] : INFO : Epoch 1885 | loss: 0.0311281 | val_loss: 0.031151 | Time: 5279.74 ms [2022-04-02 13:54:17 main:574] : INFO : Epoch 1886 | loss: 0.0311298 | val_loss: 0.0311532 | Time: 5274.87 ms [2022-04-02 13:54:22 main:574] : INFO : Epoch 1887 | loss: 0.0311318 | val_loss: 0.0311552 | Time: 5249.3 ms [2022-04-02 13:54:27 main:574] : INFO : Epoch 1888 | loss: 0.0311289 | val_loss: 0.0311537 | Time: 5288.63 ms [2022-04-02 13:54:33 main:574] : INFO : Epoch 1889 | loss: 0.0311313 | val_loss: 0.0311548 | Time: 5289.79 ms [2022-04-02 13:54:38 main:574] : INFO : Epoch 1890 | loss: 0.0311314 | val_loss: 0.0311625 | Time: 5270.56 ms [2022-04-02 13:54:43 main:574] : INFO : Epoch 1891 | loss: 0.0311333 | val_loss: 0.0311565 | Time: 5303.41 ms [2022-04-02 13:54:49 main:574] : INFO : Epoch 1892 | loss: 0.0311306 | val_loss: 0.0311518 | Time: 5275.3 ms [2022-04-02 13:54:54 main:574] : INFO : Epoch 1893 | loss: 0.031131 | val_loss: 0.0311527 | Time: 5256.79 ms [2022-04-02 13:54:59 main:574] : INFO : Epoch 1894 | loss: 0.0311294 | val_loss: 0.0311542 | Time: 5299.74 ms [2022-04-02 13:55:04 main:574] : INFO : Epoch 1895 | loss: 0.0311293 | val_loss: 0.0311535 | Time: 5267.41 ms [2022-04-02 13:55:10 main:574] : INFO : Epoch 1896 | loss: 0.0311319 | val_loss: 0.031155 | Time: 5302.23 ms [2022-04-02 13:55:15 main:574] : INFO : Epoch 1897 | loss: 0.0311324 | val_loss: 0.0311551 | Time: 5274.88 ms [2022-04-02 13:55:20 main:574] : INFO : Epoch 1898 | loss: 0.0311331 | val_loss: 0.0311535 | Time: 5286.32 ms [2022-04-02 13:55:26 main:574] : INFO : Epoch 1899 | loss: 0.0311305 | val_loss: 0.0311536 | Time: 5260.75 ms [2022-04-02 13:55:31 main:574] : INFO : Epoch 1900 | loss: 0.0311274 | val_loss: 0.0311546 | Time: 5283.66 ms [2022-04-02 13:55:36 main:574] : INFO : Epoch 1901 | loss: 0.0311281 | val_loss: 0.0311527 | Time: 5280.85 ms [2022-04-02 13:55:41 main:574] : INFO : Epoch 1902 | loss: 0.0311285 | val_loss: 0.0311521 | Time: 5298.64 ms [2022-04-02 13:55:47 main:574] : INFO : Epoch 1903 | loss: 0.0311266 | val_loss: 0.0311536 | Time: 5256.4 ms [2022-04-02 13:55:52 main:574] : INFO : Epoch 1904 | loss: 0.0311274 | val_loss: 0.0311593 | Time: 5288.2 ms [2022-04-02 13:55:57 main:574] : INFO : Epoch 1905 | loss: 0.0311297 | val_loss: 0.0311572 | Time: 5317.38 ms [2022-04-02 13:56:03 main:574] : INFO : Epoch 1906 | loss: 0.0311306 | val_loss: 0.0311549 | Time: 5289.1 ms [2022-04-02 13:56:08 main:574] : INFO : Epoch 1907 | loss: 0.0311291 | val_loss: 0.031151 | Time: 5293.04 ms [2022-04-02 13:56:13 main:574] : INFO : Epoch 1908 | loss: 0.0311293 | val_loss: 0.0311519 | Time: 5274.54 ms [2022-04-02 13:56:18 main:574] : INFO : Epoch 1909 | loss: 0.0311328 | val_loss: 0.031158 | Time: 5270.31 ms [2022-04-02 13:56:24 main:574] : INFO : Epoch 1910 | loss: 0.0311324 | val_loss: 0.03115 | Time: 5288.83 ms [2022-04-02 13:56:29 main:574] : INFO : Epoch 1911 | loss: 0.0311368 | val_loss: 0.0311534 | Time: 5248.23 ms [2022-04-02 13:56:34 main:574] : INFO : Epoch 1912 | loss: 0.0311373 | val_loss: 0.0311529 | Time: 5308.74 ms [2022-04-02 13:56:40 main:574] : INFO : Epoch 1913 | loss: 0.031135 | val_loss: 0.0311536 | Time: 5288.56 ms [2022-04-02 13:56:45 main:574] : INFO : Epoch 1914 | loss: 0.0311314 | val_loss: 0.0311499 | Time: 5257.28 ms [2022-04-02 13:56:50 main:574] : INFO : Epoch 1915 | loss: 0.0311288 | val_loss: 0.0311501 | Time: 5293.17 ms [2022-04-02 13:56:55 main:574] : INFO : Epoch 1916 | loss: 0.0311289 | val_loss: 0.0311493 | Time: 5283.13 ms [2022-04-02 13:57:01 main:574] : INFO : Epoch 1917 | loss: 0.0311295 | val_loss: 0.0311581 | Time: 5291.14 ms [2022-04-02 13:57:06 main:574] : INFO : Epoch 1918 | loss: 0.0311323 | val_loss: 0.031151 | Time: 5296.27 ms [2022-04-02 13:57:11 main:574] : INFO : Epoch 1919 | loss: 0.0311323 | val_loss: 0.0311536 | Time: 5316.65 ms [2022-04-02 13:57:17 main:574] : INFO : Epoch 1920 | loss: 0.0311314 | val_loss: 0.03115 | Time: 5289.81 ms [2022-04-02 13:57:22 main:574] : INFO : Epoch 1921 | loss: 0.0311297 | val_loss: 0.0311533 | Time: 5303.91 ms [2022-04-02 13:57:27 main:574] : INFO : Epoch 1922 | loss: 0.0311318 | val_loss: 0.0311546 | Time: 5256.67 ms [2022-04-02 13:57:33 main:574] : INFO : Epoch 1923 | loss: 0.0311331 | val_loss: 0.0311492 | Time: 5307.96 ms [2022-04-02 13:57:38 main:574] : INFO : Epoch 1924 | loss: 0.0311345 | val_loss: 0.0311524 | Time: 5276.75 ms [2022-04-02 13:57:43 main:574] : INFO : Epoch 1925 | loss: 0.0311365 | val_loss: 0.0311542 | Time: 5285.83 ms [2022-04-02 13:57:48 main:574] : INFO : Epoch 1926 | loss: 0.0311378 | val_loss: 0.0311553 | Time: 5271.14 ms [2022-04-02 13:57:54 main:574] : INFO : Epoch 1927 | loss: 0.0311377 | val_loss: 0.0311514 | Time: 5292.97 ms [2022-04-02 13:57:59 main:574] : INFO : Epoch 1928 | loss: 0.0311339 | val_loss: 0.0311516 | Time: 5305.29 ms [2022-04-02 13:58:04 main:574] : INFO : Epoch 1929 | loss: 0.0311329 | val_loss: 0.0311543 | Time: 5254.04 ms [2022-04-02 13:58:10 main:574] : INFO : Epoch 1930 | loss: 0.0311329 | val_loss: 0.0311509 | Time: 5293.48 ms [2022-04-02 13:58:15 main:574] : INFO : Epoch 1931 | loss: 0.0311301 | val_loss: 0.0311514 | Time: 5275.16 ms [2022-04-02 13:58:20 main:574] : INFO : Epoch 1932 | loss: 0.031129 | val_loss: 0.0311566 | Time: 5257.8 ms [2022-04-02 13:58:25 main:574] : INFO : Epoch 1933 | loss: 0.0311283 | val_loss: 0.031151 | Time: 5262.43 ms [2022-04-02 13:58:31 main:574] : INFO : Epoch 1934 | loss: 0.0311302 | val_loss: 0.0311558 | Time: 5308.94 ms [2022-04-02 13:58:36 main:574] : INFO : Epoch 1935 | loss: 0.0311316 | val_loss: 0.0311524 | Time: 5283.34 ms [2022-04-02 13:58:41 main:574] : INFO : Epoch 1936 | loss: 0.0311304 | val_loss: 0.0311513 | Time: 5293 ms [2022-04-02 13:58:47 main:574] : INFO : Epoch 1937 | loss: 0.0311327 | val_loss: 0.0311506 | Time: 5263.77 ms [2022-04-02 13:58:52 main:574] : INFO : Epoch 1938 | loss: 0.0311336 | val_loss: 0.0311568 | Time: 5306.64 ms [2022-04-02 13:58:57 main:574] : INFO : Epoch 1939 | loss: 0.031135 | val_loss: 0.0311505 | Time: 5281.73 ms [2022-04-02 13:59:03 main:574] : INFO : Epoch 1940 | loss: 0.0311346 | val_loss: 0.0311487 | Time: 5273.57 ms [2022-04-02 13:59:08 main:574] : INFO : Epoch 1941 | loss: 0.031139 | val_loss: 0.0311522 | Time: 5314.28 ms [2022-04-02 13:59:13 main:574] : INFO : Epoch 1942 | loss: 0.0311401 | val_loss: 0.0311561 | Time: 5283.5 ms [2022-04-02 13:59:18 main:574] : INFO : Epoch 1943 | loss: 0.0311375 | val_loss: 0.0311519 | Time: 5281.22 ms [2022-04-02 13:59:24 main:574] : INFO : Epoch 1944 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 5255.09 ms [2022-04-02 13:59:29 main:574] : INFO : Epoch 1945 | loss: 0.0311392 | val_loss: 0.0311509 | Time: 5289.65 ms [2022-04-02 13:59:34 main:574] : INFO : Epoch 1946 | loss: 0.0311338 | val_loss: 0.031149 | Time: 5258.11 ms [2022-04-02 13:59:40 main:574] : INFO : Epoch 1947 | loss: 0.0311346 | val_loss: 0.0311523 | Time: 5274.69 ms [2022-04-02 13:59:45 main:574] : INFO : Epoch 1948 | loss: 0.0311336 | val_loss: 0.0311484 | Time: 5270.99 ms [2022-04-02 13:59:50 main:574] : INFO : Epoch 1949 | loss: 0.0311295 | val_loss: 0.03115 | Time: 5292.68 ms [2022-04-02 13:59:55 main:574] : INFO : Epoch 1950 | loss: 0.031133 | val_loss: 0.0311533 | Time: 5299.61 ms [2022-04-02 14:00:01 main:574] : INFO : Epoch 1951 | loss: 0.03113 | val_loss: 0.0311482 | Time: 5272.25 ms [2022-04-02 14:00:06 main:574] : INFO : Epoch 1952 | loss: 0.0311294 | val_loss: 0.0311456 | Time: 5290.38 ms [2022-04-02 14:00:11 main:574] : INFO : Epoch 1953 | loss: 0.031129 | val_loss: 0.0311462 | Time: 5271.54 ms [2022-04-02 14:00:17 main:574] : INFO : Epoch 1954 | loss: 0.031129 | val_loss: 0.0311451 | Time: 5296.23 ms [2022-04-02 14:00:22 main:574] : INFO : Epoch 1955 | loss: 0.0311299 | val_loss: 0.0311479 | Time: 5295.38 ms [2022-04-02 14:00:27 main:574] : INFO : Epoch 1956 | loss: 0.0311316 | val_loss: 0.0311504 | Time: 5297.63 ms [2022-04-02 14:00:33 main:574] : INFO : Epoch 1957 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 5306.4 ms [2022-04-02 14:00:38 main:574] : INFO : Epoch 1958 | loss: 0.0311369 | val_loss: 0.0311517 | Time: 5286.7 ms [2022-04-02 14:00:43 main:574] : INFO : Epoch 1959 | loss: 0.0311341 | val_loss: 0.0311505 | Time: 5256.64 ms [2022-04-02 14:00:48 main:574] : INFO : Epoch 1960 | loss: 0.0311334 | val_loss: 0.0311538 | Time: 5299.37 ms [2022-04-02 14:00:54 main:574] : INFO : Epoch 1961 | loss: 0.0311337 | val_loss: 0.0311512 | Time: 5308.28 ms [2022-04-02 14:00:59 main:574] : INFO : Epoch 1962 | loss: 0.0311326 | val_loss: 0.0311529 | Time: 5307.92 ms [2022-04-02 14:01:04 main:574] : INFO : Epoch 1963 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 5296.95 ms [2022-04-02 14:01:10 main:574] : INFO : Epoch 1964 | loss: 0.0311371 | val_loss: 0.0311509 | Time: 5244.33 ms [2022-04-02 14:01:15 main:574] : INFO : Epoch 1965 | loss: 0.0311323 | val_loss: 0.0311518 | Time: 5298.66 ms [2022-04-02 14:01:20 main:574] : INFO : Epoch 1966 | loss: 0.031133 | val_loss: 0.0311491 | Time: 5267.05 ms [2022-04-02 14:01:25 main:574] : INFO : Epoch 1967 | loss: 0.0311346 | val_loss: 0.0311508 | Time: 5266.04 ms [2022-04-02 14:01:31 main:574] : INFO : Epoch 1968 | loss: 0.0311329 | val_loss: 0.0311539 | Time: 5295.51 ms [2022-04-02 14:01:36 main:574] : INFO : Epoch 1969 | loss: 0.0311303 | val_loss: 0.0311513 | Time: 5269.17 ms [2022-04-02 14:01:41 main:574] : INFO : Epoch 1970 | loss: 0.0311319 | val_loss: 0.0311513 | Time: 5281.96 ms [2022-04-02 14:01:47 main:574] : INFO : Epoch 1971 | loss: 0.0311319 | val_loss: 0.031152 | Time: 5292.48 ms [2022-04-02 14:01:52 main:574] : INFO : Epoch 1972 | loss: 0.0311333 | val_loss: 0.0311533 | Time: 5291.21 ms [2022-04-02 14:01:57 main:574] : INFO : Epoch 1973 | loss: 0.0311345 | val_loss: 0.0311496 | Time: 5305.75 ms [2022-04-02 14:02:03 main:574] : INFO : Epoch 1974 | loss: 0.0311341 | val_loss: 0.0311504 | Time: 5306.55 ms [2022-04-02 14:02:08 main:574] : INFO : Epoch 1975 | loss: 0.0311314 | val_loss: 0.0311532 | Time: 5260.96 ms [2022-04-02 14:02:13 main:574] : INFO : Epoch 1976 | loss: 0.0311284 | val_loss: 0.0311497 | Time: 5297.81 ms [2022-04-02 14:02:18 main:574] : INFO : Epoch 1977 | loss: 0.0311298 | val_loss: 0.0311556 | Time: 5296.01 ms [2022-04-02 14:02:24 main:574] : INFO : Epoch 1978 | loss: 0.0311289 | val_loss: 0.0311512 | Time: 5273.27 ms [2022-04-02 14:02:29 main:574] : INFO : Epoch 1979 | loss: 0.0311288 | val_loss: 0.031151 | Time: 5282.13 ms [2022-04-02 14:02:34 main:574] : INFO : Epoch 1980 | loss: 0.0311293 | val_loss: 0.0311503 | Time: 5281.6 ms [2022-04-02 14:02:40 main:574] : INFO : Epoch 1981 | loss: 0.0311303 | val_loss: 0.0311529 | Time: 5279.15 ms [2022-04-02 14:02:45 main:574] : INFO : Epoch 1982 | loss: 0.0311276 | val_loss: 0.0311509 | Time: 5309.51 ms [2022-04-02 14:02:50 main:574] : INFO : Epoch 1983 | loss: 0.0311292 | val_loss: 0.0311516 | Time: 5263.21 ms [2022-04-02 14:02:55 main:574] : INFO : Epoch 1984 | loss: 0.0311316 | val_loss: 0.0311566 | Time: 5326.04 ms [2022-04-02 14:03:01 main:574] : INFO : Epoch 1985 | loss: 0.0311327 | val_loss: 0.0311493 | Time: 5308.65 ms [2022-04-02 14:03:06 main:574] : INFO : Epoch 1986 | loss: 0.0311313 | val_loss: 0.0311498 | Time: 5282.86 ms [2022-04-02 14:03:11 main:574] : INFO : Epoch 1987 | loss: 0.0311305 | val_loss: 0.0311515 | Time: 5302.6 ms [2022-04-02 14:03:17 main:574] : INFO : Epoch 1988 | loss: 0.0311287 | val_loss: 0.0311559 | Time: 5232.79 ms [2022-04-02 14:03:22 main:574] : INFO : Epoch 1989 | loss: 0.0311342 | val_loss: 0.0311465 | Time: 5273.46 ms [2022-04-02 14:03:27 main:574] : INFO : Epoch 1990 | loss: 0.0311324 | val_loss: 0.0311494 | Time: 5274.24 ms [2022-04-02 14:03:32 main:574] : INFO : Epoch 1991 | loss: 0.0311323 | val_loss: 0.0311482 | Time: 5252.62 ms [2022-04-02 14:03:38 main:574] : INFO : Epoch 1992 | loss: 0.0311303 | val_loss: 0.0311493 | Time: 5306.23 ms [2022-04-02 14:03:43 main:574] : INFO : Epoch 1993 | loss: 0.0311297 | val_loss: 0.0311532 | Time: 5264.97 ms [2022-04-02 14:03:48 main:574] : INFO : Epoch 1994 | loss: 0.0311301 | val_loss: 0.0311468 | Time: 5303.23 ms [2022-04-02 14:03:54 main:574] : INFO : Epoch 1995 | loss: 0.0311307 | val_loss: 0.0311502 | Time: 5291.96 ms [2022-04-02 14:03:59 main:574] : INFO : Epoch 1996 | loss: 0.0311295 | val_loss: 0.0311523 | Time: 5255.48 ms [2022-04-02 14:04:04 main:574] : INFO : Epoch 1997 | loss: 0.0311286 | val_loss: 0.0311499 | Time: 5299.55 ms [2022-04-02 14:04:09 main:574] : INFO : Epoch 1998 | loss: 0.0311284 | val_loss: 0.0311478 | Time: 5250.92 ms [2022-04-02 14:04:15 main:574] : INFO : Epoch 1999 | loss: 0.0311274 | val_loss: 0.0311486 | Time: 5297.03 ms [2022-04-02 14:04:20 main:574] : INFO : Epoch 2000 | loss: 0.0311283 | val_loss: 0.0311502 | Time: 5303.41 ms [2022-04-02 14:04:25 main:574] : INFO : Epoch 2001 | loss: 0.0311272 | val_loss: 0.0311498 | Time: 5242.28 ms [2022-04-02 14:04:31 main:574] : INFO : Epoch 2002 | loss: 0.0311273 | val_loss: 0.0311496 | Time: 5278.24 ms [2022-04-02 14:04:36 main:574] : INFO : Epoch 2003 | loss: 0.0311283 | val_loss: 0.0311494 | Time: 5301.89 ms [2022-04-02 14:04:41 main:574] : INFO : Epoch 2004 | loss: 0.0311278 | val_loss: 0.0311488 | Time: 5313.08 ms [2022-04-02 14:04:47 main:574] : INFO : Epoch 2005 | loss: 0.0311278 | val_loss: 0.0311485 | Time: 5276.06 ms [2022-04-02 14:04:52 main:574] : INFO : Epoch 2006 | loss: 0.0311275 | val_loss: 0.0311504 | Time: 5284.85 ms [2022-04-02 14:04:57 main:574] : INFO : Epoch 2007 | loss: 0.0311289 | val_loss: 0.0311522 | Time: 5265.99 ms [2022-04-02 14:05:02 main:574] : INFO : Epoch 2008 | loss: 0.0311279 | val_loss: 0.0311476 | Time: 5314.27 ms [2022-04-02 14:05:08 main:574] : INFO : Epoch 2009 | loss: 0.0311279 | val_loss: 0.0311514 | Time: 5233.94 ms [2022-04-02 14:05:13 main:574] : INFO : Epoch 2010 | loss: 0.0311275 | val_loss: 0.0311498 | Time: 5285.37 ms [2022-04-02 14:05:18 main:574] : INFO : Epoch 2011 | loss: 0.0311282 | val_loss: 0.0311509 | Time: 5283.13 ms [2022-04-02 14:05:24 main:574] : INFO : Epoch 2012 | loss: 0.0311292 | val_loss: 0.0311525 | Time: 5267.79 ms [2022-04-02 14:05:29 main:574] : INFO : Epoch 2013 | loss: 0.0311305 | val_loss: 0.0311494 | Time: 5280.78 ms [2022-04-02 14:05:34 main:574] : INFO : Epoch 2014 | loss: 0.0311273 | val_loss: 0.0311509 | Time: 5299.16 ms [2022-04-02 14:05:39 main:574] : INFO : Epoch 2015 | loss: 0.0311282 | val_loss: 0.0311554 | Time: 5304.61 ms [2022-04-02 14:05:45 main:574] : INFO : Epoch 2016 | loss: 0.0311306 | val_loss: 0.0311467 | Time: 5316.18 ms [2022-04-02 14:05:50 main:574] : INFO : Epoch 2017 | loss: 0.0311344 | val_loss: 0.031152 | Time: 5279.24 ms [2022-04-02 14:05:55 main:574] : INFO : Epoch 2018 | loss: 0.0311334 | val_loss: 0.0311507 | Time: 5308.69 ms [2022-04-02 14:06:01 main:574] : INFO : Epoch 2019 | loss: 0.0311328 | val_loss: 0.0311501 | Time: 5289.53 ms [2022-04-02 14:06:06 main:574] : INFO : Epoch 2020 | loss: 0.0311357 | val_loss: 0.0311528 | Time: 5283.41 ms [2022-04-02 14:06:11 main:574] : INFO : Epoch 2021 | loss: 0.0311331 | val_loss: 0.0311554 | Time: 5286.04 ms [2022-04-02 14:06:17 main:574] : INFO : Epoch 2022 | loss: 0.0311332 | val_loss: 0.0311547 | Time: 5304.69 ms [2022-04-02 14:06:22 main:574] : INFO : Epoch 2023 | loss: 0.0311302 | val_loss: 0.0311506 | Time: 5314.98 ms [2022-04-02 14:06:27 main:574] : INFO : Epoch 2024 | loss: 0.03113 | val_loss: 0.0311553 | Time: 5271.34 ms [2022-04-02 14:06:33 main:574] : INFO : Epoch 2025 | loss: 0.0311327 | val_loss: 0.031162 | Time: 5294.92 ms [2022-04-02 14:06:38 main:574] : INFO : Epoch 2026 | loss: 0.0311332 | val_loss: 0.0311543 | Time: 5287.95 ms [2022-04-02 14:06:43 main:574] : INFO : Epoch 2027 | loss: 0.0311306 | val_loss: 0.0311515 | Time: 5304.26 ms [2022-04-02 14:06:48 main:574] : INFO : Epoch 2028 | loss: 0.0311303 | val_loss: 0.0311535 | Time: 5278.52 ms [2022-04-02 14:06:54 main:574] : INFO : Epoch 2029 | loss: 0.0311406 | val_loss: 0.0311547 | Time: 5285.09 ms [2022-04-02 14:06:59 main:574] : INFO : Epoch 2030 | loss: 0.0311392 | val_loss: 0.031152 | Time: 5295.93 ms [2022-04-02 14:07:04 main:574] : INFO : Epoch 2031 | loss: 0.0311388 | val_loss: 0.0311529 | Time: 5256.11 ms [2022-04-02 14:07:10 main:574] : INFO : Epoch 2032 | loss: 0.0311385 | val_loss: 0.0311514 | Time: 5314.21 ms [2022-04-02 14:07:15 main:574] : INFO : Epoch 2033 | loss: 0.0311365 | val_loss: 0.0311526 | Time: 5273.68 ms [2022-04-02 14:07:20 main:574] : INFO : Epoch 2034 | loss: 0.0311353 | val_loss: 0.0311493 | Time: 5288.48 ms [2022-04-02 14:07:25 main:574] : INFO : Epoch 2035 | loss: 0.0311345 | val_loss: 0.0311497 | Time: 5283.15 ms [2022-04-02 14:07:31 main:574] : INFO : Epoch 2036 | loss: 0.0311344 | val_loss: 0.0311492 | Time: 5283.37 ms [2022-04-02 14:07:36 main:574] : INFO : Epoch 2037 | loss: 0.0311364 | val_loss: 0.0311543 | Time: 5286.77 ms [2022-04-02 14:07:41 main:574] : INFO : Epoch 2038 | loss: 0.0311389 | val_loss: 0.031148 | Time: 5272.38 ms [2022-04-02 14:07:47 main:574] : INFO : Epoch 2039 | loss: 0.0311351 | val_loss: 0.031149 | Time: 5227.6 ms [2022-04-02 14:07:52 main:574] : INFO : Epoch 2040 | loss: 0.031133 | val_loss: 0.0311499 | Time: 5298.81 ms [2022-04-02 14:07:57 main:574] : INFO : Epoch 2041 | loss: 0.0311321 | val_loss: 0.0311501 | Time: 5292.3 ms [2022-04-02 14:08:02 main:574] : INFO : Epoch 2042 | loss: 0.0311317 | val_loss: 0.0311507 | Time: 5282.24 ms [2022-04-02 14:08:08 main:574] : INFO : Epoch 2043 | loss: 0.0311313 | val_loss: 0.0311626 | Time: 5292.57 ms [2022-04-02 14:08:13 main:574] : INFO : Epoch 2044 | loss: 0.0311346 | val_loss: 0.0311492 | Time: 5260.96 ms [2022-04-02 14:08:18 main:574] : INFO : Epoch 2045 | loss: 0.0311324 | val_loss: 0.0311508 | Time: 5316.61 ms [2022-04-02 14:08:24 main:574] : INFO : Epoch 2046 | loss: 0.0311324 | val_loss: 0.031146 | Time: 5308.7 ms [2022-04-02 14:08:29 main:574] : INFO : Epoch 2047 | loss: 0.0311306 | val_loss: 0.0311459 | Time: 5274.33 ms [2022-04-02 14:08:34 main:574] : INFO : Epoch 2048 | loss: 0.0311299 | val_loss: 0.031149 | Time: 5272.18 ms [2022-04-02 14:08:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031149 [2022-04-02 14:08:34 main:603] : INFO : Saving end state to config to file [2022-04-02 14:08:34 main:608] : INFO : Success, exiting.. 14:08:34 (14740): 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)