Task 14553893
| Name | ParityModified-1647046120-14742-3-0_0 |
| Workunit | 11576805 |
| Created | 9 Apr 2022, 17:30:28 UTC |
| Sent | 10 Apr 2022, 19:59:53 UTC |
| Report deadline | 18 Apr 2022, 19:59:53 UTC |
| Received | 10 Apr 2022, 23:07:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 3 min 25 sec |
| CPU time | 2 hours 3 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.82 GB |
| Peak swap size | 4.71 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: 0.0311296 | val_loss: 0.0311457 | Time: 2669.59 ms
[2022-04-10 14:45:12 main:574] : INFO : Epoch 1543 | loss: 0.0311274 | val_loss: 0.0311478 | Time: 2635.72 ms
[2022-04-10 14:45:14 main:574] : INFO : Epoch 1544 | loss: 0.0311288 | val_loss: 0.0311485 | Time: 2617.86 ms
[2022-04-10 14:45:17 main:574] : INFO : Epoch 1545 | loss: 0.0311258 | val_loss: 0.0311453 | Time: 2678.59 ms
[2022-04-10 14:45:20 main:574] : INFO : Epoch 1546 | loss: 0.0311288 | val_loss: 0.0311448 | Time: 2684.79 ms
[2022-04-10 14:45:22 main:574] : INFO : Epoch 1547 | loss: 0.0311268 | val_loss: 0.0311452 | Time: 2696.09 ms
[2022-04-10 14:45:25 main:574] : INFO : Epoch 1548 | loss: 0.0311288 | val_loss: 0.0311581 | Time: 2694.91 ms
[2022-04-10 14:45:28 main:574] : INFO : Epoch 1549 | loss: 0.0311327 | val_loss: 0.0311429 | Time: 2681.87 ms
[2022-04-10 14:45:30 main:574] : INFO : Epoch 1550 | loss: 0.0311283 | val_loss: 0.0311439 | Time: 2659.24 ms
[2022-04-10 14:45:33 main:574] : INFO : Epoch 1551 | loss: 0.031127 | val_loss: 0.0311462 | Time: 2639.23 ms
[2022-04-10 14:45:36 main:574] : INFO : Epoch 1552 | loss: 0.0311331 | val_loss: 0.0311469 | Time: 2645.9 ms
[2022-04-10 14:45:38 main:574] : INFO : Epoch 1553 | loss: 0.031137 | val_loss: 0.0311505 | Time: 2629.09 ms
[2022-04-10 14:45:41 main:574] : INFO : Epoch 1554 | loss: 0.0311368 | val_loss: 0.0311496 | Time: 2657.72 ms
[2022-04-10 14:45:44 main:574] : INFO : Epoch 1555 | loss: 0.0311326 | val_loss: 0.031154 | Time: 2635.15 ms
[2022-04-10 14:45:46 main:574] : INFO : Epoch 1556 | loss: 0.0311349 | val_loss: 0.0311503 | Time: 2634.63 ms
[2022-04-10 14:45:49 main:574] : INFO : Epoch 1557 | loss: 0.0311319 | val_loss: 0.0311496 | Time: 2640.59 ms
[2022-04-10 14:45:51 main:574] : INFO : Epoch 1558 | loss: 0.0311304 | val_loss: 0.0311544 | Time: 2645.1 ms
[2022-04-10 14:45:54 main:574] : INFO : Epoch 1559 | loss: 0.0311302 | val_loss: 0.0311492 | Time: 2634.79 ms
[2022-04-10 14:45:57 main:574] : INFO : Epoch 1560 | loss: 0.0311301 | val_loss: 0.0311476 | Time: 2666.16 ms
[2022-04-10 14:45:59 main:574] : INFO : Epoch 1561 | loss: 0.031134 | val_loss: 0.0311527 | Time: 2633.84 ms
[2022-04-10 14:46:02 main:574] : INFO : Epoch 1562 | loss: 0.0311347 | val_loss: 0.0311554 | Time: 2660.09 ms
[2022-04-10 14:46:05 main:574] : INFO : Epoch 1563 | loss: 0.0311318 | val_loss: 0.0311526 | Time: 2633.12 ms
[2022-04-10 14:46:07 main:574] : INFO : Epoch 1564 | loss: 0.0311291 | val_loss: 0.0311481 | Time: 2635.04 ms
[2022-04-10 14:46:10 main:574] : INFO : Epoch 1565 | loss: 0.0311322 | val_loss: 0.0311481 | Time: 2646.22 ms
[2022-04-10 14:46:13 main:574] : INFO : Epoch 1566 | loss: 0.0311357 | val_loss: 0.0311481 | Time: 2619.28 ms
[2022-04-10 14:46:15 main:574] : INFO : Epoch 1567 | loss: 0.0311341 | val_loss: 0.0311458 | Time: 2623.48 ms
[2022-04-10 14:46:18 main:574] : INFO : Epoch 1568 | loss: 0.0311325 | val_loss: 0.0311464 | Time: 2634.03 ms
[2022-04-10 14:46:21 main:574] : INFO : Epoch 1569 | loss: 0.0311315 | val_loss: 0.0311478 | Time: 2638.35 ms
[2022-04-10 14:46:23 main:574] : INFO : Epoch 1570 | loss: 0.0311298 | val_loss: 0.0311473 | Time: 2632.64 ms
[2022-04-10 14:46:26 main:574] : INFO : Epoch 1571 | loss: 0.0311289 | val_loss: 0.0311523 | Time: 2621.33 ms
[2022-04-10 14:46:28 main:574] : INFO : Epoch 1572 | loss: 0.0311299 | val_loss: 0.0311517 | Time: 2626.58 ms
[2022-04-10 14:46:31 main:574] : INFO : Epoch 1573 | loss: 0.0311298 | val_loss: 0.0311533 | Time: 2640.82 ms
[2022-04-10 14:46:34 main:574] : INFO : Epoch 1574 | loss: 0.0311269 | val_loss: 0.0311485 | Time: 2622.22 ms
[2022-04-10 14:46:36 main:574] : INFO : Epoch 1575 | loss: 0.0311274 | val_loss: 0.0311498 | Time: 2624.42 ms
[2022-04-10 14:46:39 main:574] : INFO : Epoch 1576 | loss: 0.031129 | val_loss: 0.0311481 | Time: 2625.54 ms
[2022-04-10 14:46:42 main:574] : INFO : Epoch 1577 | loss: 0.03113 | val_loss: 0.0311518 | Time: 2636.95 ms
[2022-04-10 14:46:44 main:574] : INFO : Epoch 1578 | loss: 0.0311321 | val_loss: 0.0311471 | Time: 2625.31 ms
[2022-04-10 14:46:47 main:574] : INFO : Epoch 1579 | loss: 0.0311297 | val_loss: 0.0311487 | Time: 2626.3 ms
[2022-04-10 14:46:49 main:574] : INFO : Epoch 1580 | loss: 0.0311291 | val_loss: 0.0311477 | Time: 2630.11 ms
[2022-04-10 14:46:52 main:574] : INFO : Epoch 1581 | loss: 0.0311262 | val_loss: 0.0311495 | Time: 2640.54 ms
[2022-04-10 14:46:55 main:574] : INFO : Epoch 1582 | loss: 0.0311273 | val_loss: 0.031151 | Time: 2628.68 ms
[2022-04-10 14:46:57 main:574] : INFO : Epoch 1583 | loss: 0.0311283 | val_loss: 0.0311474 | Time: 2629.72 ms
[2022-04-10 14:47:00 main:574] : INFO : Epoch 1584 | loss: 0.0311264 | val_loss: 0.0311539 | Time: 2628.75 ms
[2022-04-10 14:47:03 main:574] : INFO : Epoch 1585 | loss: 0.0311264 | val_loss: 0.0311521 | Time: 2635.77 ms
[2022-04-10 14:47:05 main:574] : INFO : Epoch 1586 | loss: 0.0311248 | val_loss: 0.0311543 | Time: 2623.88 ms
[2022-04-10 14:47:08 main:574] : INFO : Epoch 1587 | loss: 0.031128 | val_loss: 0.0311574 | Time: 2637.95 ms
[2022-04-10 14:47:11 main:574] : INFO : Epoch 1588 | loss: 0.0311288 | val_loss: 0.0311513 | Time: 2628.86 ms
[2022-04-10 14:47:13 main:574] : INFO : Epoch 1589 | loss: 0.0311253 | val_loss: 0.0311531 | Time: 2641.54 ms
[2022-04-10 14:47:16 main:574] : INFO : Epoch 1590 | loss: 0.0311351 | val_loss: 0.031159 | Time: 2633.79 ms
[2022-04-10 14:47:18 main:574] : INFO : Epoch 1591 | loss: 0.0311625 | val_loss: 0.0311762 | Time: 2622.58 ms
[2022-04-10 14:47:21 main:574] : INFO : Epoch 1592 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 2619.08 ms
[2022-04-10 14:47:24 main:574] : INFO : Epoch 1593 | loss: 0.0311661 | val_loss: 0.0311663 | Time: 2650.18 ms
[2022-04-10 14:47:26 main:574] : INFO : Epoch 1594 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 2629.75 ms
[2022-04-10 14:47:29 main:574] : INFO : Epoch 1595 | loss: 0.0311805 | val_loss: 0.0311762 | Time: 2631.01 ms
[2022-04-10 14:47:32 main:574] : INFO : Epoch 1596 | loss: 0.0311735 | val_loss: 0.0311707 | Time: 2632.09 ms
[2022-04-10 14:47:34 main:574] : INFO : Epoch 1597 | loss: 0.031172 | val_loss: 0.0311736 | Time: 2642.31 ms
[2022-04-10 14:47:37 main:574] : INFO : Epoch 1598 | loss: 0.0311673 | val_loss: 0.0311661 | Time: 2642.62 ms
[2022-04-10 14:47:40 main:574] : INFO : Epoch 1599 | loss: 0.0311672 | val_loss: 0.0311655 | Time: 2622.84 ms
[2022-04-10 14:47:42 main:574] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 2626.1 ms
[2022-04-10 14:47:45 main:574] : INFO : Epoch 1601 | loss: 0.0311637 | val_loss: 0.0311628 | Time: 2635.42 ms
[2022-04-10 14:47:47 main:574] : INFO : Epoch 1602 | loss: 0.031163 | val_loss: 0.0311642 | Time: 2631.46 ms
[2022-04-10 14:47:50 main:574] : INFO : Epoch 1603 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 2637.08 ms
[2022-04-10 14:47:53 main:574] : INFO : Epoch 1604 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 2639.33 ms
[2022-04-10 14:47:55 main:574] : INFO : Epoch 1605 | loss: 0.0311605 | val_loss: 0.0311659 | Time: 2656.37 ms
[2022-04-10 14:47:58 main:574] : INFO : Epoch 1606 | loss: 0.0311561 | val_loss: 0.0311635 | Time: 2647.34 ms
[2022-04-10 14:48:01 main:574] : INFO : Epoch 1607 | loss: 0.0311552 | val_loss: 0.0311619 | Time: 2639.05 ms
[2022-04-10 14:48:03 main:574] : INFO : Epoch 1608 | loss: 0.0311546 | val_loss: 0.0311666 | Time: 2658.23 ms
[2022-04-10 14:48:06 main:574] : INFO : Epoch 1609 | loss: 0.0311533 | val_loss: 0.0311636 | Time: 2639.63 ms
[2022-04-10 14:48:09 main:574] : INFO : Epoch 1610 | loss: 0.0311531 | val_loss: 0.0311654 | Time: 2639.43 ms
[2022-04-10 14:48:11 main:574] : INFO : Epoch 1611 | loss: 0.0311554 | val_loss: 0.0311624 | Time: 2631.36 ms
[2022-04-10 14:48:14 main:574] : INFO : Epoch 1612 | loss: 0.0311524 | val_loss: 0.0311723 | Time: 2648.84 ms
[2022-04-10 14:48:17 main:574] : INFO : Epoch 1613 | loss: 0.031153 | val_loss: 0.031164 | Time: 2635.68 ms
[2022-04-10 14:48:19 main:574] : INFO : Epoch 1614 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 2630.16 ms
[2022-04-10 14:48:22 main:574] : INFO : Epoch 1615 | loss: 0.0311498 | val_loss: 0.0311617 | Time: 2635 ms
[2022-04-10 14:48:24 main:574] : INFO : Epoch 1616 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 2633.78 ms
[2022-04-10 14:48:27 main:574] : INFO : Epoch 1617 | loss: 0.031151 | val_loss: 0.031162 | Time: 2627 ms
[2022-04-10 14:48:30 main:574] : INFO : Epoch 1618 | loss: 0.0311534 | val_loss: 0.0311649 | Time: 2632.92 ms
[2022-04-10 14:48:32 main:574] : INFO : Epoch 1619 | loss: 0.0311517 | val_loss: 0.0311613 | Time: 2629.71 ms
[2022-04-10 14:48:35 main:574] : INFO : Epoch 1620 | loss: 0.0311538 | val_loss: 0.0311606 | Time: 2631.67 ms
[2022-04-10 14:48:38 main:574] : INFO : Epoch 1621 | loss: 0.0311484 | val_loss: 0.0311615 | Time: 2626.85 ms
[2022-04-10 14:48:40 main:574] : INFO : Epoch 1622 | loss: 0.0311487 | val_loss: 0.03116 | Time: 2638.09 ms
[2022-04-10 14:48:43 main:574] : INFO : Epoch 1623 | loss: 0.0311495 | val_loss: 0.0311592 | Time: 2613.01 ms
[2022-04-10 14:48:45 main:574] : INFO : Epoch 1624 | loss: 0.0311503 | val_loss: 0.0311693 | Time: 2631.33 ms
[2022-04-10 14:48:48 main:574] : INFO : Epoch 1625 | loss: 0.0311521 | val_loss: 0.0311611 | Time: 2623.82 ms
[2022-04-10 14:48:51 main:574] : INFO : Epoch 1626 | loss: 0.0311473 | val_loss: 0.0311524 | Time: 2626.1 ms
[2022-04-10 14:48:53 main:574] : INFO : Epoch 1627 | loss: 0.0311451 | val_loss: 0.0311567 | Time: 2627.92 ms
[2022-04-10 14:48:56 main:574] : INFO : Epoch 1628 | loss: 0.0311442 | val_loss: 0.0311555 | Time: 2636.37 ms
[2022-04-10 14:48:59 main:574] : INFO : Epoch 1629 | loss: 0.0311515 | val_loss: 0.0311794 | Time: 2639.06 ms
[2022-04-10 14:49:01 main:574] : INFO : Epoch 1630 | loss: 0.0311553 | val_loss: 0.0311584 | Time: 2739.17 ms
[2022-04-10 14:49:04 main:574] : INFO : Epoch 1631 | loss: 0.031149 | val_loss: 0.0311571 | Time: 2772.19 ms
[2022-04-10 14:49:07 main:574] : INFO : Epoch 1632 | loss: 0.0311484 | val_loss: 0.0311657 | Time: 2800.72 ms
[2022-04-10 14:49:10 main:574] : INFO : Epoch 1633 | loss: 0.0311494 | val_loss: 0.0311592 | Time: 2719.89 ms
[2022-04-10 14:49:12 main:574] : INFO : Epoch 1634 | loss: 0.0311484 | val_loss: 0.0311573 | Time: 2650.37 ms
[2022-04-10 14:49:15 main:574] : INFO : Epoch 1635 | loss: 0.0311467 | val_loss: 0.0311721 | Time: 2633.27 ms
[2022-04-10 14:49:18 main:574] : INFO : Epoch 1636 | loss: 0.0311496 | val_loss: 0.0311775 | Time: 2663.65 ms
[2022-04-10 14:49:20 main:574] : INFO : Epoch 1637 | loss: 0.0311487 | val_loss: 0.0311617 | Time: 2646.66 ms
[2022-04-10 14:49:23 main:574] : INFO : Epoch 1638 | loss: 0.0311423 | val_loss: 0.0311593 | Time: 2653.07 ms
[2022-04-10 14:49:26 main:574] : INFO : Epoch 1639 | loss: 0.0311443 | val_loss: 0.0311569 | Time: 2657.82 ms
[2022-04-10 14:49:28 main:574] : INFO : Epoch 1640 | loss: 0.0311417 | val_loss: 0.031159 | Time: 2653.48 ms
[2022-04-10 14:49:31 main:574] : INFO : Epoch 1641 | loss: 0.0311436 | val_loss: 0.0311619 | Time: 2638.91 ms
[2022-04-10 14:49:34 main:574] : INFO : Epoch 1642 | loss: 0.0311403 | val_loss: 0.031157 | Time: 2632.89 ms
[2022-04-10 14:49:36 main:574] : INFO : Epoch 1643 | loss: 0.0311392 | val_loss: 0.0311537 | Time: 2647.02 ms
[2022-04-10 14:49:39 main:574] : INFO : Epoch 1644 | loss: 0.0311403 | val_loss: 0.0311539 | Time: 2636.93 ms
[2022-04-10 14:49:41 main:574] : INFO : Epoch 1645 | loss: 0.0311415 | val_loss: 0.0311517 | Time: 2633.64 ms
[2022-04-10 14:49:44 main:574] : INFO : Epoch 1646 | loss: 0.0311416 | val_loss: 0.0311605 | Time: 2631.24 ms
[2022-04-10 14:49:47 main:574] : INFO : Epoch 1647 | loss: 0.0311422 | val_loss: 0.0311556 | Time: 2643.61 ms
[2022-04-10 14:49:49 main:574] : INFO : Epoch 1648 | loss: 0.0311373 | val_loss: 0.0311582 | Time: 2639.69 ms
[2022-04-10 14:49:52 main:574] : INFO : Epoch 1649 | loss: 0.0311406 | val_loss: 0.0311569 | Time: 2629.42 ms
[2022-04-10 14:49:55 main:574] : INFO : Epoch 1650 | loss: 0.0311439 | val_loss: 0.0311523 | Time: 2634.31 ms
[2022-04-10 14:49:57 main:574] : INFO : Epoch 1651 | loss: 0.0311399 | val_loss: 0.0311572 | Time: 2637.34 ms
[2022-04-10 14:50:00 main:574] : INFO : Epoch 1652 | loss: 0.03114 | val_loss: 0.0311591 | Time: 2627.91 ms
[2022-04-10 14:50:03 main:574] : INFO : Epoch 1653 | loss: 0.0311449 | val_loss: 0.0311665 | Time: 2628.11 ms
[2022-04-10 14:50:05 main:574] : INFO : Epoch 1654 | loss: 0.0311423 | val_loss: 0.0311529 | Time: 2628.79 ms
[2022-04-10 14:50:08 main:574] : INFO : Epoch 1655 | loss: 0.0311386 | val_loss: 0.0311555 | Time: 2645.32 ms
[2022-04-10 14:50:10 main:574] : INFO : Epoch 1656 | loss: 0.0311395 | val_loss: 0.0311572 | Time: 2639.77 ms
[2022-04-10 14:50:13 main:574] : INFO : Epoch 1657 | loss: 0.0311409 | val_loss: 0.0311661 | Time: 2647.16 ms
[2022-04-10 14:50:16 main:574] : INFO : Epoch 1658 | loss: 0.0311491 | val_loss: 0.0311546 | Time: 2635.75 ms
[2022-04-10 14:50:18 main:574] : INFO : Epoch 1659 | loss: 0.0311395 | val_loss: 0.0311562 | Time: 2649.82 ms
[2022-04-10 14:50:21 main:574] : INFO : Epoch 1660 | loss: 0.0311363 | val_loss: 0.0311639 | Time: 2638.44 ms
[2022-04-10 14:50:24 main:574] : INFO : Epoch 1661 | loss: 0.0311409 | val_loss: 0.031159 | Time: 2634.29 ms
[2022-04-10 14:50:26 main:574] : INFO : Epoch 1662 | loss: 0.0311376 | val_loss: 0.0311549 | Time: 2627.34 ms
[2022-04-10 14:50:29 main:574] : INFO : Epoch 1663 | loss: 0.0311377 | val_loss: 0.0311605 | Time: 2647.67 ms
[2022-04-10 14:50:32 main:574] : INFO : Epoch 1664 | loss: 0.0311393 | val_loss: 0.0311563 | Time: 2639.49 ms
[2022-04-10 14:50:34 main:574] : INFO : Epoch 1665 | loss: 0.0311371 | val_loss: 0.0311644 | Time: 2635.87 ms
[2022-04-10 14:50:37 main:574] : INFO : Epoch 1666 | loss: 0.0311405 | val_loss: 0.0311532 | Time: 2643.27 ms
[2022-04-10 14:50:40 main:574] : INFO : Epoch 1667 | loss: 0.0311377 | val_loss: 0.0311566 | Time: 2656.73 ms
[2022-04-10 14:50:42 main:574] : INFO : Epoch 1668 | loss: 0.0311348 | val_loss: 0.0311553 | Time: 2638.31 ms
[2022-04-10 14:50:45 main:574] : INFO : Epoch 1669 | loss: 0.0311336 | val_loss: 0.0311577 | Time: 2633 ms
[2022-04-10 14:50:47 main:574] : INFO : Epoch 1670 | loss: 0.0311367 | val_loss: 0.0311652 | Time: 2636.39 ms
[2022-04-10 14:50:50 main:574] : INFO : Epoch 1671 | loss: 0.0311372 | val_loss: 0.03116 | Time: 2664.64 ms
[2022-04-10 14:50:53 main:574] : INFO : Epoch 1672 | loss: 0.0311356 | val_loss: 0.031158 | Time: 2626.63 ms
[2022-04-10 14:50:55 main:574] : INFO : Epoch 1673 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 2643.12 ms
[2022-04-10 14:50:58 main:574] : INFO : Epoch 1674 | loss: 0.0311397 | val_loss: 0.0311607 | Time: 2671.81 ms
[2022-04-10 14:51:01 main:574] : INFO : Epoch 1675 | loss: 0.0311468 | val_loss: 0.0311526 | Time: 2661.1 ms
[2022-04-10 14:51:03 main:574] : INFO : Epoch 1676 | loss: 0.031146 | val_loss: 0.0311549 | Time: 2646.72 ms
[2022-04-10 14:51:06 main:574] : INFO : Epoch 1677 | loss: 0.0311451 | val_loss: 0.0311536 | Time: 2639.41 ms
[2022-04-10 14:51:09 main:574] : INFO : Epoch 1678 | loss: 0.0311391 | val_loss: 0.0311492 | Time: 2643.17 ms
[2022-04-10 14:51:11 main:574] : INFO : Epoch 1679 | loss: 0.0311378 | val_loss: 0.0311531 | Time: 2646.43 ms
[2022-04-10 14:51:14 main:574] : INFO : Epoch 1680 | loss: 0.0311382 | val_loss: 0.0311587 | Time: 2640.49 ms
[2022-04-10 14:51:17 main:574] : INFO : Epoch 1681 | loss: 0.0311401 | val_loss: 0.0311527 | Time: 2640.04 ms
[2022-04-10 14:51:19 main:574] : INFO : Epoch 1682 | loss: 0.0311396 | val_loss: 0.0311573 | Time: 2662.28 ms
[2022-04-10 14:51:22 main:574] : INFO : Epoch 1683 | loss: 0.0311444 | val_loss: 0.0311534 | Time: 2638.64 ms
[2022-04-10 14:51:25 main:574] : INFO : Epoch 1684 | loss: 0.0311419 | val_loss: 0.0311563 | Time: 2643.71 ms
[2022-04-10 14:51:27 main:574] : INFO : Epoch 1685 | loss: 0.0311418 | val_loss: 0.0311496 | Time: 2687.5 ms
[2022-04-10 14:51:30 main:574] : INFO : Epoch 1686 | loss: 0.0311419 | val_loss: 0.0311514 | Time: 2721.28 ms
[2022-04-10 14:51:33 main:574] : INFO : Epoch 1687 | loss: 0.0311397 | val_loss: 0.0311536 | Time: 2700.57 ms
[2022-04-10 14:51:35 main:574] : INFO : Epoch 1688 | loss: 0.0311527 | val_loss: 0.0311571 | Time: 2776.28 ms
[2022-04-10 14:51:38 main:574] : INFO : Epoch 1689 | loss: 0.0311589 | val_loss: 0.0311548 | Time: 2717.09 ms
[2022-04-10 14:51:41 main:574] : INFO : Epoch 1690 | loss: 0.0311621 | val_loss: 0.03116 | Time: 2658.62 ms
[2022-04-10 14:51:44 main:574] : INFO : Epoch 1691 | loss: 0.0311657 | val_loss: 0.0311818 | Time: 2659.8 ms
[2022-04-10 14:51:46 main:574] : INFO : Epoch 1692 | loss: 0.0311733 | val_loss: 0.0311723 | Time: 2642.9 ms
[2022-04-10 14:51:49 main:574] : INFO : Epoch 1693 | loss: 0.0311639 | val_loss: 0.0311664 | Time: 2649.17 ms
[2022-04-10 14:51:51 main:574] : INFO : Epoch 1694 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 2661.4 ms
[2022-04-10 14:51:54 main:574] : INFO : Epoch 1695 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 2651.13 ms
[2022-04-10 14:51:57 main:574] : INFO : Epoch 1696 | loss: 0.0311593 | val_loss: 0.0311639 | Time: 2648.54 ms
[2022-04-10 14:51:59 main:574] : INFO : Epoch 1697 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 2648.31 ms
[2022-04-10 14:52:02 main:574] : INFO : Epoch 1698 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 2664.39 ms
[2022-04-10 14:52:05 main:574] : INFO : Epoch 1699 | loss: 0.0311569 | val_loss: 0.0311602 | Time: 2637.99 ms
[2022-04-10 14:52:07 main:574] : INFO : Epoch 1700 | loss: 0.0311573 | val_loss: 0.0311593 | Time: 2646.4 ms
[2022-04-10 14:52:10 main:574] : INFO : Epoch 1701 | loss: 0.0311532 | val_loss: 0.0311602 | Time: 2640.97 ms
[2022-04-10 14:52:13 main:574] : INFO : Epoch 1702 | loss: 0.0311529 | val_loss: 0.0311581 | Time: 2647.96 ms
[2022-04-10 14:52:15 main:574] : INFO : Epoch 1703 | loss: 0.031153 | val_loss: 0.031159 | Time: 2632.42 ms
[2022-04-10 14:52:18 main:574] : INFO : Epoch 1704 | loss: 0.0311543 | val_loss: 0.0311569 | Time: 2641.66 ms
[2022-04-10 14:52:21 main:574] : INFO : Epoch 1705 | loss: 0.0311514 | val_loss: 0.0311561 | Time: 2635.07 ms
[2022-04-10 14:52:23 main:574] : INFO : Epoch 1706 | loss: 0.0311505 | val_loss: 0.0311527 | Time: 2636.58 ms
[2022-04-10 14:52:26 main:574] : INFO : Epoch 1707 | loss: 0.0311516 | val_loss: 0.0311512 | Time: 2646.02 ms
[2022-04-10 14:52:29 main:574] : INFO : Epoch 1708 | loss: 0.0311506 | val_loss: 0.0311526 | Time: 2635.7 ms
[2022-04-10 14:52:31 main:574] : INFO : Epoch 1709 | loss: 0.0311502 | val_loss: 0.0311535 | Time: 2641.04 ms
[2022-04-10 14:52:34 main:574] : INFO : Epoch 1710 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 2631.71 ms
[2022-04-10 14:52:36 main:574] : INFO : Epoch 1711 | loss: 0.0311461 | val_loss: 0.0311504 | Time: 2633.36 ms
[2022-04-10 14:52:39 main:574] : INFO : Epoch 1712 | loss: 0.0311441 | val_loss: 0.031153 | Time: 2626.83 ms
[2022-04-10 14:52:42 main:574] : INFO : Epoch 1713 | loss: 0.0311477 | val_loss: 0.0311568 | Time: 2647.61 ms
[2022-04-10 14:52:44 main:574] : INFO : Epoch 1714 | loss: 0.0311486 | val_loss: 0.0311521 | Time: 2640.21 ms
[2022-04-10 14:52:47 main:574] : INFO : Epoch 1715 | loss: 0.0311461 | val_loss: 0.0311496 | Time: 2634.77 ms
[2022-04-10 14:52:50 main:574] : INFO : Epoch 1716 | loss: 0.0311433 | val_loss: 0.0311535 | Time: 2637.35 ms
[2022-04-10 14:52:52 main:574] : INFO : Epoch 1717 | loss: 0.0311418 | val_loss: 0.0311543 | Time: 2654.67 ms
[2022-04-10 14:52:55 main:574] : INFO : Epoch 1718 | loss: 0.0311422 | val_loss: 0.0311495 | Time: 2639.2 ms
[2022-04-10 14:52:58 main:574] : INFO : Epoch 1719 | loss: 0.0311417 | val_loss: 0.031151 | Time: 2633.19 ms
[2022-04-10 14:53:00 main:574] : INFO : Epoch 1720 | loss: 0.0311447 | val_loss: 0.0311497 | Time: 2633.49 ms
[2022-04-10 14:53:03 main:574] : INFO : Epoch 1721 | loss: 0.031141 | val_loss: 0.0311504 | Time: 2641.79 ms
[2022-04-10 14:53:05 main:574] : INFO : Epoch 1722 | loss: 0.0311431 | val_loss: 0.0311483 | Time: 2624.91 ms
[2022-04-10 14:53:08 main:574] : INFO : Epoch 1723 | loss: 0.0311406 | val_loss: 0.0311499 | Time: 2635.63 ms
[2022-04-10 14:53:11 main:574] : INFO : Epoch 1724 | loss: 0.0311416 | val_loss: 0.0311485 | Time: 2624.69 ms
[2022-04-10 14:53:13 main:574] : INFO : Epoch 1725 | loss: 0.0311424 | val_loss: 0.0311493 | Time: 2644.69 ms
[2022-04-10 14:53:16 main:574] : INFO : Epoch 1726 | loss: 0.0311413 | val_loss: 0.0311514 | Time: 2643.07 ms
[2022-04-10 14:53:19 main:574] : INFO : Epoch 1727 | loss: 0.0311419 | val_loss: 0.0311525 | Time: 2631.06 ms
[2022-04-10 14:53:21 main:574] : INFO : Epoch 1728 | loss: 0.0311438 | val_loss: 0.0311506 | Time: 2631.24 ms
[2022-04-10 14:53:24 main:574] : INFO : Epoch 1729 | loss: 0.0311419 | val_loss: 0.0311516 | Time: 2640.07 ms
[2022-04-10 14:53:27 main:574] : INFO : Epoch 1730 | loss: 0.0311397 | val_loss: 0.0311508 | Time: 2623.88 ms
[2022-04-10 14:53:29 main:574] : INFO : Epoch 1731 | loss: 0.031147 | val_loss: 0.0311524 | Time: 2639.26 ms
[2022-04-10 14:53:32 main:574] : INFO : Epoch 1732 | loss: 0.031151 | val_loss: 0.0311529 | Time: 2629.65 ms
[2022-04-10 14:53:34 main:574] : INFO : Epoch 1733 | loss: 0.0311399 | val_loss: 0.0311509 | Time: 2638.22 ms
[2022-04-10 14:53:37 main:574] : INFO : Epoch 1734 | loss: 0.0311406 | val_loss: 0.0311528 | Time: 2623.65 ms
[2022-04-10 14:53:40 main:574] : INFO : Epoch 1735 | loss: 0.0311407 | val_loss: 0.0311535 | Time: 2618.21 ms
[2022-04-10 14:53:42 main:574] : INFO : Epoch 1736 | loss: 0.0311414 | val_loss: 0.031157 | Time: 2635.71 ms
[2022-04-10 14:53:45 main:574] : INFO : Epoch 1737 | loss: 0.0311416 | val_loss: 0.0311561 | Time: 2639.35 ms
[2022-04-10 14:53:48 main:574] : INFO : Epoch 1738 | loss: 0.0311424 | val_loss: 0.0311556 | Time: 2642.13 ms
[2022-04-10 14:53:50 main:574] : INFO : Epoch 1739 | loss: 0.0311409 | val_loss: 0.0311616 | Time: 2628.19 ms
[2022-04-10 14:53:53 main:574] : INFO : Epoch 1740 | loss: 0.031142 | val_loss: 0.0311527 | Time: 2620.27 ms
[2022-04-10 14:53:56 main:574] : INFO : Epoch 1741 | loss: 0.0311388 | val_loss: 0.0311529 | Time: 2651.27 ms
[2022-04-10 14:53:58 main:574] : INFO : Epoch 1742 | loss: 0.0311377 | val_loss: 0.0311544 | Time: 2636.5 ms
[2022-04-10 14:54:01 main:574] : INFO : Epoch 1743 | loss: 0.0311366 | val_loss: 0.0311521 | Time: 2633.67 ms
[2022-04-10 14:54:03 main:574] : INFO : Epoch 1744 | loss: 0.0311355 | val_loss: 0.0311531 | Time: 2638.16 ms
[2022-04-10 14:54:06 main:574] : INFO : Epoch 1745 | loss: 0.031134 | val_loss: 0.0311531 | Time: 2636.76 ms
[2022-04-10 14:54:09 main:574] : INFO : Epoch 1746 | loss: 0.0311363 | val_loss: 0.0311537 | Time: 2639.84 ms
[2022-04-10 14:54:11 main:574] : INFO : Epoch 1747 | loss: 0.0311338 | val_loss: 0.0311513 | Time: 2628.66 ms
[2022-04-10 14:54:14 main:574] : INFO : Epoch 1748 | loss: 0.0311347 | val_loss: 0.0311553 | Time: 2630.82 ms
[2022-04-10 14:54:17 main:574] : INFO : Epoch 1749 | loss: 0.0311374 | val_loss: 0.0311515 | Time: 2642.59 ms
[2022-04-10 14:54:19 main:574] : INFO : Epoch 1750 | loss: 0.031137 | val_loss: 0.0311517 | Time: 2642.91 ms
[2022-04-10 14:54:22 main:574] : INFO : Epoch 1751 | loss: 0.0311367 | val_loss: 0.0311507 | Time: 2644.63 ms
[2022-04-10 14:54:25 main:574] : INFO : Epoch 1752 | loss: 0.031139 | val_loss: 0.031157 | Time: 2664.21 ms
[2022-04-10 14:54:27 main:574] : INFO : Epoch 1753 | loss: 0.0311379 | val_loss: 0.0311552 | Time: 2645.91 ms
[2022-04-10 14:54:30 main:574] : INFO : Epoch 1754 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 2643.45 ms
[2022-04-10 14:54:33 main:574] : INFO : Epoch 1755 | loss: 0.0311417 | val_loss: 0.0311552 | Time: 2652.03 ms
[2022-04-10 14:54:35 main:574] : INFO : Epoch 1756 | loss: 0.0311366 | val_loss: 0.0311495 | Time: 2672.26 ms
[2022-04-10 14:54:38 main:574] : INFO : Epoch 1757 | loss: 0.031134 | val_loss: 0.0311521 | Time: 2640.82 ms
[2022-04-10 14:54:41 main:574] : INFO : Epoch 1758 | loss: 0.0311331 | val_loss: 0.0311529 | Time: 2642.42 ms
[2022-04-10 14:54:43 main:574] : INFO : Epoch 1759 | loss: 0.0311368 | val_loss: 0.0311513 | Time: 2632.64 ms
[2022-04-10 14:54:46 main:574] : INFO : Epoch 1760 | loss: 0.031135 | val_loss: 0.0311486 | Time: 2650.86 ms
[2022-04-10 14:54:48 main:574] : INFO : Epoch 1761 | loss: 0.0311336 | val_loss: 0.0311527 | Time: 2632.92 ms
[2022-04-10 14:54:51 main:574] : INFO : Epoch 1762 | loss: 0.0311354 | val_loss: 0.0311502 | Time: 2644.66 ms
[2022-04-10 14:54:54 main:574] : INFO : Epoch 1763 | loss: 0.0311352 | val_loss: 0.0311508 | Time: 2633.01 ms
[2022-04-10 14:54:56 main:574] : INFO : Epoch 1764 | loss: 0.0311363 | val_loss: 0.0311551 | Time: 2654.58 ms
[2022-04-10 14:54:59 main:574] : INFO : Epoch 1765 | loss: 0.0311359 | val_loss: 0.0311506 | Time: 2637.09 ms
[2022-04-10 14:55:02 main:574] : INFO : Epoch 1766 | loss: 0.0311366 | val_loss: 0.0311553 | Time: 2640.78 ms
[2022-04-10 14:55:04 main:574] : INFO : Epoch 1767 | loss: 0.0311354 | val_loss: 0.0311504 | Time: 2634.99 ms
[2022-04-10 14:55:07 main:574] : INFO : Epoch 1768 | loss: 0.031132 | val_loss: 0.0311503 | Time: 2645.26 ms
[2022-04-10 14:55:10 main:574] : INFO : Epoch 1769 | loss: 0.0311313 | val_loss: 0.0311505 | Time: 2635.58 ms
[2022-04-10 14:55:12 main:574] : INFO : Epoch 1770 | loss: 0.0311341 | val_loss: 0.0311507 | Time: 2632.02 ms
[2022-04-10 14:55:15 main:574] : INFO : Epoch 1771 | loss: 0.0311344 | val_loss: 0.0311619 | Time: 2639.73 ms
[2022-04-10 14:55:18 main:574] : INFO : Epoch 1772 | loss: 0.0311391 | val_loss: 0.0311501 | Time: 2644.67 ms
[2022-04-10 14:55:20 main:574] : INFO : Epoch 1773 | loss: 0.0311316 | val_loss: 0.031151 | Time: 2630.88 ms
[2022-04-10 14:55:23 main:574] : INFO : Epoch 1774 | loss: 0.0311322 | val_loss: 0.031147 | Time: 2639.41 ms
[2022-04-10 14:55:25 main:574] : INFO : Epoch 1775 | loss: 0.0311342 | val_loss: 0.03115 | Time: 2635.49 ms
[2022-04-10 14:55:28 main:574] : INFO : Epoch 1776 | loss: 0.0311329 | val_loss: 0.0311494 | Time: 2648.95 ms
[2022-04-10 14:55:31 main:574] : INFO : Epoch 1777 | loss: 0.0311297 | val_loss: 0.0311496 | Time: 2634.38 ms
[2022-04-10 14:55:33 main:574] : INFO : Epoch 1778 | loss: 0.0311312 | val_loss: 0.031161 | Time: 2631.03 ms
[2022-04-10 14:55:36 main:574] : INFO : Epoch 1779 | loss: 0.0311324 | val_loss: 0.0311486 | Time: 2643.8 ms
[2022-04-10 14:55:39 main:574] : INFO : Epoch 1780 | loss: 0.031132 | val_loss: 0.0311522 | Time: 2651.46 ms
[2022-04-10 14:55:41 main:574] : INFO : Epoch 1781 | loss: 0.0311331 | val_loss: 0.0311498 | Time: 2636.57 ms
[2022-04-10 14:55:44 main:574] : INFO : Epoch 1782 | loss: 0.0311319 | val_loss: 0.0311508 | Time: 2638.55 ms
[2022-04-10 14:55:47 main:574] : INFO : Epoch 1783 | loss: 0.0311295 | val_loss: 0.031151 | Time: 2628.06 ms
[2022-04-10 14:55:49 main:574] : INFO : Epoch 1784 | loss: 0.03113 | val_loss: 0.0311493 | Time: 2663.17 ms
[2022-04-10 14:55:52 main:574] : INFO : Epoch 1785 | loss: 0.031129 | val_loss: 0.0311494 | Time: 2643.27 ms
[2022-04-10 14:55:55 main:574] : INFO : Epoch 1786 | loss: 0.0311308 | val_loss: 0.031158 | Time: 2636.15 ms
[2022-04-10 14:55:57 main:574] : INFO : Epoch 1787 | loss: 0.0311331 | val_loss: 0.0311561 | Time: 2647.81 ms
[2022-04-10 14:56:00 main:574] : INFO : Epoch 1788 | loss: 0.0311344 | val_loss: 0.0311491 | Time: 2647.11 ms
[2022-04-10 14:56:03 main:574] : INFO : Epoch 1789 | loss: 0.03113 | val_loss: 0.0311515 | Time: 2648.25 ms
[2022-04-10 14:56:05 main:574] : INFO : Epoch 1790 | loss: 0.0311328 | val_loss: 0.0311501 | Time: 2642.46 ms
[2022-04-10 14:56:08 main:574] : INFO : Epoch 1791 | loss: 0.0311305 | val_loss: 0.0311515 | Time: 2660.65 ms
[2022-04-10 14:56:10 main:574] : INFO : Epoch 1792 | loss: 0.0311282 | val_loss: 0.0311487 | Time: 2640.03 ms
[2022-04-10 14:56:13 main:574] : INFO : Epoch 1793 | loss: 0.0311269 | val_loss: 0.0311494 | Time: 2640.11 ms
[2022-04-10 14:56:16 main:574] : INFO : Epoch 1794 | loss: 0.0311285 | val_loss: 0.0311574 | Time: 2638.56 ms
[2022-04-10 14:56:18 main:574] : INFO : Epoch 1795 | loss: 0.0311316 | val_loss: 0.0311484 | Time: 2653.58 ms
[2022-04-10 14:56:21 main:574] : INFO : Epoch 1796 | loss: 0.031128 | val_loss: 0.0311501 | Time: 2638.06 ms
[2022-04-10 14:56:24 main:574] : INFO : Epoch 1797 | loss: 0.0311272 | val_loss: 0.0311505 | Time: 2637.38 ms
[2022-04-10 14:56:26 main:574] : INFO : Epoch 1798 | loss: 0.031127 | val_loss: 0.0311502 | Time: 2638.8 ms
[2022-04-10 14:56:29 main:574] : INFO : Epoch 1799 | loss: 0.0311273 | val_loss: 0.0311503 | Time: 2663.06 ms
[2022-04-10 14:56:32 main:574] : INFO : Epoch 1800 | loss: 0.0311259 | val_loss: 0.0311529 | Time: 2645.37 ms
[2022-04-10 14:56:34 main:574] : INFO : Epoch 1801 | loss: 0.0311279 | val_loss: 0.0311509 | Time: 2639.47 ms
[2022-04-10 14:56:37 main:574] : INFO : Epoch 1802 | loss: 0.0311262 | val_loss: 0.0311479 | Time: 2644.01 ms
[2022-04-10 14:56:40 main:574] : INFO : Epoch 1803 | loss: 0.0311293 | val_loss: 0.0311482 | Time: 2655.24 ms
[2022-04-10 14:56:42 main:574] : INFO : Epoch 1804 | loss: 0.0311303 | val_loss: 0.0311555 | Time: 2642.22 ms
[2022-04-10 14:56:45 main:574] : INFO : Epoch 1805 | loss: 0.0311318 | val_loss: 0.0311528 | Time: 2655.06 ms
[2022-04-10 14:56:48 main:574] : INFO : Epoch 1806 | loss: 0.0311301 | val_loss: 0.031151 | Time: 2652.71 ms
[2022-04-10 14:56:50 main:574] : INFO : Epoch 1807 | loss: 0.0311308 | val_loss: 0.0311526 | Time: 2651.78 ms
[2022-04-10 14:56:53 main:574] : INFO : Epoch 1808 | loss: 0.0311335 | val_loss: 0.03115 | Time: 2641.11 ms
[2022-04-10 14:56:55 main:574] : INFO : Epoch 1809 | loss: 0.0311317 | val_loss: 0.0311579 | Time: 2649.74 ms
[2022-04-10 14:56:58 main:574] : INFO : Epoch 1810 | loss: 0.0311345 | val_loss: 0.031154 | Time: 2640.02 ms
[2022-04-10 14:57:01 main:574] : INFO : Epoch 1811 | loss: 0.0311344 | val_loss: 0.0311564 | Time: 2655.33 ms
[2022-04-10 14:57:03 main:574] : INFO : Epoch 1812 | loss: 0.0311355 | val_loss: 0.0311628 | Time: 2648.29 ms
[2022-04-10 14:57:06 main:574] : INFO : Epoch 1813 | loss: 0.0311335 | val_loss: 0.0311528 | Time: 2642.97 ms
[2022-04-10 14:57:09 main:574] : INFO : Epoch 1814 | loss: 0.0311287 | val_loss: 0.0311533 | Time: 2646.52 ms
[2022-04-10 14:57:11 main:574] : INFO : Epoch 1815 | loss: 0.0311333 | val_loss: 0.0311519 | Time: 2649.39 ms
[2022-04-10 14:57:14 main:574] : INFO : Epoch 1816 | loss: 0.031134 | val_loss: 0.0311493 | Time: 2643.71 ms
[2022-04-10 14:57:17 main:574] : INFO : Epoch 1817 | loss: 0.0311363 | val_loss: 0.0311618 | Time: 2630.61 ms
[2022-04-10 14:57:19 main:574] : INFO : Epoch 1818 | loss: 0.0311396 | val_loss: 0.0311492 | Time: 2642.27 ms
[2022-04-10 14:57:22 main:574] : INFO : Epoch 1819 | loss: 0.0311359 | val_loss: 0.0311543 | Time: 2660.69 ms
[2022-04-10 14:57:25 main:574] : INFO : Epoch 1820 | loss: 0.0311347 | val_loss: 0.0311569 | Time: 2641.36 ms
[2022-04-10 14:57:27 main:574] : INFO : Epoch 1821 | loss: 0.0311378 | val_loss: 0.031167 | Time: 2640.56 ms
[2022-04-10 14:57:30 main:574] : INFO : Epoch 1822 | loss: 0.0311372 | val_loss: 0.0311512 | Time: 2647.72 ms
[2022-04-10 14:57:33 main:574] : INFO : Epoch 1823 | loss: 0.0311334 | val_loss: 0.0311555 | Time: 2652.48 ms
[2022-04-10 14:57:35 main:574] : INFO : Epoch 1824 | loss: 0.0311341 | val_loss: 0.031153 | Time: 2637 ms
[2022-04-10 14:57:38 main:574] : INFO : Epoch 1825 | loss: 0.0311332 | val_loss: 0.0311565 | Time: 2637.52 ms
[2022-04-10 14:57:41 main:574] : INFO : Epoch 1826 | loss: 0.0311327 | val_loss: 0.0311495 | Time: 2649.61 ms
[2022-04-10 14:57:43 main:574] : INFO : Epoch 1827 | loss: 0.0311289 | val_loss: 0.0311497 | Time: 2645.01 ms
[2022-04-10 14:57:46 main:574] : INFO : Epoch 1828 | loss: 0.0311305 | val_loss: 0.0311517 | Time: 2639.03 ms
[2022-04-10 14:57:48 main:574] : INFO : Epoch 1829 | loss: 0.0311375 | val_loss: 0.0311544 | Time: 2647.28 ms
[2022-04-10 14:57:51 main:574] : INFO : Epoch 1830 | loss: 0.0311381 | val_loss: 0.0311515 | Time: 2646.44 ms
[2022-04-10 14:57:54 main:574] : INFO : Epoch 1831 | loss: 0.0311361 | val_loss: 0.031154 | Time: 2638.55 ms
[2022-04-10 14:57:56 main:574] : INFO : Epoch 1832 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 2641.84 ms
[2022-04-10 14:57:59 main:574] : INFO : Epoch 1833 | loss: 0.0311391 | val_loss: 0.0311531 | Time: 2638.78 ms
[2022-04-10 14:58:02 main:574] : INFO : Epoch 1834 | loss: 0.0311399 | val_loss: 0.0311526 | Time: 2652.57 ms
[2022-04-10 14:58:04 main:574] : INFO : Epoch 1835 | loss: 0.031135 | val_loss: 0.0311492 | Time: 2638.29 ms
[2022-04-10 14:58:07 main:574] : INFO : Epoch 1836 | loss: 0.0311339 | val_loss: 0.031149 | Time: 2636.16 ms
[2022-04-10 14:58:10 main:574] : INFO : Epoch 1837 | loss: 0.0311364 | val_loss: 0.0311512 | Time: 2644.43 ms
[2022-04-10 14:58:12 main:574] : INFO : Epoch 1838 | loss: 0.0311358 | val_loss: 0.0311488 | Time: 2650.54 ms
[2022-04-10 14:58:15 main:574] : INFO : Epoch 1839 | loss: 0.0311329 | val_loss: 0.0311526 | Time: 2641.79 ms
[2022-04-10 14:58:18 main:574] : INFO : Epoch 1840 | loss: 0.0311323 | val_loss: 0.0311506 | Time: 2645.99 ms
[2022-04-10 14:58:20 main:574] : INFO : Epoch 1841 | loss: 0.0311317 | val_loss: 0.0311546 | Time: 2648.5 ms
[2022-04-10 14:58:23 main:574] : INFO : Epoch 1842 | loss: 0.0311316 | val_loss: 0.0311506 | Time: 2660.94 ms
[2022-04-10 14:58:26 main:574] : INFO : Epoch 1843 | loss: 0.0311305 | val_loss: 0.0311562 | Time: 2644.22 ms
[2022-04-10 14:58:28 main:574] : INFO : Epoch 1844 | loss: 0.031131 | val_loss: 0.0311519 | Time: 2650.9 ms
[2022-04-10 14:58:31 main:574] : INFO : Epoch 1845 | loss: 0.0311304 | val_loss: 0.0311576 | Time: 2636.2 ms
[2022-04-10 14:58:33 main:574] : INFO : Epoch 1846 | loss: 0.0311336 | val_loss: 0.0311557 | Time: 2644.54 ms
[2022-04-10 14:58:36 main:574] : INFO : Epoch 1847 | loss: 0.0311357 | val_loss: 0.0311536 | Time: 2644.66 ms
[2022-04-10 14:58:39 main:574] : INFO : Epoch 1848 | loss: 0.0311364 | val_loss: 0.0311509 | Time: 2631.23 ms
[2022-04-10 14:58:41 main:574] : INFO : Epoch 1849 | loss: 0.0311369 | val_loss: 0.0311588 | Time: 2634.64 ms
[2022-04-10 14:58:44 main:574] : INFO : Epoch 1850 | loss: 0.0311358 | val_loss: 0.0311531 | Time: 2670.66 ms
[2022-04-10 14:58:47 main:574] : INFO : Epoch 1851 | loss: 0.0311423 | val_loss: 0.0311636 | Time: 2646.79 ms
[2022-04-10 14:58:49 main:574] : INFO : Epoch 1852 | loss: 0.0311395 | val_loss: 0.0311502 | Time: 2637.52 ms
[2022-04-10 14:58:52 main:574] : INFO : Epoch 1853 | loss: 0.0311381 | val_loss: 0.0311524 | Time: 2636.52 ms
[2022-04-10 14:58:55 main:574] : INFO : Epoch 1854 | loss: 0.0311365 | val_loss: 0.0311578 | Time: 2657.92 ms
[2022-04-10 14:58:57 main:574] : INFO : Epoch 1855 | loss: 0.0311347 | val_loss: 0.0311524 | Time: 2637.91 ms
[2022-04-10 14:59:00 main:574] : INFO : Epoch 1856 | loss: 0.0311332 | val_loss: 0.0311505 | Time: 2639.1 ms
[2022-04-10 14:59:03 main:574] : INFO : Epoch 1857 | loss: 0.0311319 | val_loss: 0.0311526 | Time: 2642.48 ms
[2022-04-10 14:59:05 main:574] : INFO : Epoch 1858 | loss: 0.0311313 | val_loss: 0.0311516 | Time: 2654.95 ms
[2022-04-10 14:59:08 main:574] : INFO : Epoch 1859 | loss: 0.0311337 | val_loss: 0.0311664 | Time: 2646.19 ms
[2022-04-10 14:59:11 main:574] : INFO : Epoch 1860 | loss: 0.0311337 | val_loss: 0.0311585 | Time: 2642.44 ms
[2022-04-10 14:59:13 main:574] : INFO : Epoch 1861 | loss: 0.0311328 | val_loss: 0.0311547 | Time: 2638.67 ms
[2022-04-10 14:59:16 main:574] : INFO : Epoch 1862 | loss: 0.0311295 | val_loss: 0.0311539 | Time: 2660.53 ms
[2022-04-10 14:59:18 main:574] : INFO : Epoch 1863 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 2646.63 ms
[2022-04-10 14:59:21 main:574] : INFO : Epoch 1864 | loss: 0.031132 | val_loss: 0.0311614 | Time: 2643.4 ms
[2022-04-10 14:59:24 main:574] : INFO : Epoch 1865 | loss: 0.0311326 | val_loss: 0.0311598 | Time: 2662.02 ms
[2022-04-10 14:59:26 main:574] : INFO : Epoch 1866 | loss: 0.0311289 | val_loss: 0.0311531 | Time: 2649.28 ms
[2022-04-10 14:59:29 main:574] : INFO : Epoch 1867 | loss: 0.0311275 | val_loss: 0.0311534 | Time: 2650.3 ms
[2022-04-10 14:59:32 main:574] : INFO : Epoch 1868 | loss: 0.0311261 | val_loss: 0.0311508 | Time: 2639.4 ms
[2022-04-10 14:59:34 main:574] : INFO : Epoch 1869 | loss: 0.0311274 | val_loss: 0.0311498 | Time: 2660.17 ms
[2022-04-10 14:59:37 main:574] : INFO : Epoch 1870 | loss: 0.0311269 | val_loss: 0.0311601 | Time: 2644.57 ms
[2022-04-10 14:59:40 main:574] : INFO : Epoch 1871 | loss: 0.0311305 | val_loss: 0.0311571 | Time: 2639.82 ms
[2022-04-10 14:59:42 main:574] : INFO : Epoch 1872 | loss: 0.0311282 | val_loss: 0.0311528 | Time: 2642.45 ms
[2022-04-10 14:59:45 main:574] : INFO : Epoch 1873 | loss: 0.0311245 | val_loss: 0.0311543 | Time: 2654.82 ms
[2022-04-10 14:59:48 main:574] : INFO : Epoch 1874 | loss: 0.0311228 | val_loss: 0.0311615 | Time: 2643.99 ms
[2022-04-10 14:59:50 main:574] : INFO : Epoch 1875 | loss: 0.0311269 | val_loss: 0.0311574 | Time: 2635.19 ms
[2022-04-10 14:59:53 main:574] : INFO : Epoch 1876 | loss: 0.0311306 | val_loss: 0.0311616 | Time: 2650.76 ms
[2022-04-10 14:59:56 main:574] : INFO : Epoch 1877 | loss: 0.0311316 | val_loss: 0.0311522 | Time: 2655.76 ms
[2022-04-10 14:59:58 main:574] : INFO : Epoch 1878 | loss: 0.0311307 | val_loss: 0.0311558 | Time: 2649.34 ms
[2022-04-10 15:00:01 main:574] : INFO : Epoch 1879 | loss: 0.0311364 | val_loss: 0.0311462 | Time: 2650.04 ms
[2022-04-10 15:00:04 main:574] : INFO : Epoch 1880 | loss: 0.0311402 | val_loss: 0.0311581 | Time: 2634.03 ms
[2022-04-10 15:00:06 main:574] : INFO : Epoch 1881 | loss: 0.0311356 | val_loss: 0.0311513 | Time: 2649.1 ms
[2022-04-10 15:00:09 main:574] : INFO : Epoch 1882 | loss: 0.031134 | val_loss: 0.0311527 | Time: 2635.87 ms
[2022-04-10 15:00:11 main:574] : INFO : Epoch 1883 | loss: 0.0311321 | val_loss: 0.0311514 | Time: 2642.96 ms
[2022-04-10 15:00:14 main:574] : INFO : Epoch 1884 | loss: 0.0311363 | val_loss: 0.0311559 | Time: 2629.76 ms
[2022-04-10 15:00:17 main:574] : INFO : Epoch 1885 | loss: 0.0311306 | val_loss: 0.03115 | Time: 2646.91 ms
[2022-04-10 15:00:19 main:574] : INFO : Epoch 1886 | loss: 0.0311284 | val_loss: 0.0311524 | Time: 2635.58 ms
[2022-04-10 15:00:22 main:574] : INFO : Epoch 1887 | loss: 0.0311316 | val_loss: 0.0311478 | Time: 2628.98 ms
[2022-04-10 15:00:25 main:574] : INFO : Epoch 1888 | loss: 0.0311289 | val_loss: 0.0311487 | Time: 2633.65 ms
[2022-04-10 15:00:27 main:574] : INFO : Epoch 1889 | loss: 0.0311275 | val_loss: 0.0311507 | Time: 2659.08 ms
[2022-04-10 15:00:30 main:574] : INFO : Epoch 1890 | loss: 0.0311284 | val_loss: 0.0311511 | Time: 2643.76 ms
[2022-04-10 15:00:33 main:574] : INFO : Epoch 1891 | loss: 0.031125 | val_loss: 0.0311491 | Time: 2645.53 ms
[2022-04-10 15:00:35 main:574] : INFO : Epoch 1892 | loss: 0.0311255 | val_loss: 0.0311481 | Time: 2641.64 ms
[2022-04-10 15:00:38 main:574] : INFO : Epoch 1893 | loss: 0.0311263 | val_loss: 0.0311477 | Time: 2653.11 ms
[2022-04-10 15:00:41 main:574] : INFO : Epoch 1894 | loss: 0.0311269 | val_loss: 0.031151 | Time: 2625.37 ms
[2022-04-10 15:00:43 main:574] : INFO : Epoch 1895 | loss: 0.031129 | val_loss: 0.0311508 | Time: 2623.61 ms
[2022-04-10 15:00:46 main:574] : INFO : Epoch 1896 | loss: 0.0311273 | val_loss: 0.0311472 | Time: 2622.69 ms
[2022-04-10 15:00:48 main:574] : INFO : Epoch 1897 | loss: 0.0311266 | val_loss: 0.0311503 | Time: 2643.23 ms
[2022-04-10 15:00:51 main:574] : INFO : Epoch 1898 | loss: 0.0311273 | val_loss: 0.0311481 | Time: 2627.06 ms
[2022-04-10 15:00:54 main:574] : INFO : Epoch 1899 | loss: 0.0311274 | val_loss: 0.0311472 | Time: 2627.73 ms
[2022-04-10 15:00:56 main:574] : INFO : Epoch 1900 | loss: 0.0311301 | val_loss: 0.0311531 | Time: 2626.13 ms
[2022-04-10 15:00:59 main:574] : INFO : Epoch 1901 | loss: 0.0311323 | val_loss: 0.0311506 | Time: 2637.76 ms
[2022-04-10 15:01:02 main:574] : INFO : Epoch 1902 | loss: 0.0311288 | val_loss: 0.0311444 | Time: 2635.74 ms
[2022-04-10 15:01:04 main:574] : INFO : Epoch 1903 | loss: 0.031131 | val_loss: 0.0311513 | Time: 2631.79 ms
[2022-04-10 15:01:07 main:574] : INFO : Epoch 1904 | loss: 0.0311315 | val_loss: 0.0311479 | Time: 2630.5 ms
[2022-04-10 15:01:10 main:574] : INFO : Epoch 1905 | loss: 0.0311291 | val_loss: 0.031148 | Time: 2641.94 ms
[2022-04-10 15:01:12 main:574] : INFO : Epoch 1906 | loss: 0.0311281 | val_loss: 0.031149 | Time: 2623.54 ms
[2022-04-10 15:01:15 main:574] : INFO : Epoch 1907 | loss: 0.0311253 | val_loss: 0.0311476 | Time: 2621.51 ms
[2022-04-10 15:01:17 main:574] : INFO : Epoch 1908 | loss: 0.0311306 | val_loss: 0.0311496 | Time: 2638.06 ms
[2022-04-10 15:01:20 main:574] : INFO : Epoch 1909 | loss: 0.0311315 | val_loss: 0.0311534 | Time: 2618.77 ms
[2022-04-10 15:01:23 main:574] : INFO : Epoch 1910 | loss: 0.0311253 | val_loss: 0.0311505 | Time: 2618.51 ms
[2022-04-10 15:01:25 main:574] : INFO : Epoch 1911 | loss: 0.0311254 | val_loss: 0.0311498 | Time: 2625.71 ms
[2022-04-10 15:01:28 main:574] : INFO : Epoch 1912 | loss: 0.0311261 | val_loss: 0.031147 | Time: 2641 ms
[2022-04-10 15:01:31 main:574] : INFO : Epoch 1913 | loss: 0.0311238 | val_loss: 0.0311484 | Time: 2633.57 ms
[2022-04-10 15:01:33 main:574] : INFO : Epoch 1914 | loss: 0.0311232 | val_loss: 0.0311469 | Time: 2619.07 ms
[2022-04-10 15:01:36 main:574] : INFO : Epoch 1915 | loss: 0.0311237 | val_loss: 0.0311465 | Time: 2625.34 ms
[2022-04-10 15:01:38 main:574] : INFO : Epoch 1916 | loss: 0.031127 | val_loss: 0.0311464 | Time: 2633.07 ms
[2022-04-10 15:01:41 main:574] : INFO : Epoch 1917 | loss: 0.0311264 | val_loss: 0.031148 | Time: 2622.89 ms
[2022-04-10 15:01:44 main:574] : INFO : Epoch 1918 | loss: 0.0311262 | val_loss: 0.0311494 | Time: 2625.01 ms
[2022-04-10 15:01:46 main:574] : INFO : Epoch 1919 | loss: 0.03113 | val_loss: 0.0311522 | Time: 2624.92 ms
[2022-04-10 15:01:49 main:574] : INFO : Epoch 1920 | loss: 0.031133 | val_loss: 0.0311497 | Time: 2646.96 ms
[2022-04-10 15:01:52 main:574] : INFO : Epoch 1921 | loss: 0.031127 | val_loss: 0.0311465 | Time: 2640.78 ms
[2022-04-10 15:01:54 main:574] : INFO : Epoch 1922 | loss: 0.0311236 | val_loss: 0.0311452 | Time: 2637.03 ms
[2022-04-10 15:01:57 main:574] : INFO : Epoch 1923 | loss: 0.0311257 | val_loss: 0.031154 | Time: 2639.03 ms
[2022-04-10 15:02:00 main:574] : INFO : Epoch 1924 | loss: 0.0311244 | val_loss: 0.0311485 | Time: 2653.52 ms
[2022-04-10 15:02:02 main:574] : INFO : Epoch 1925 | loss: 0.0311249 | val_loss: 0.0311525 | Time: 2644.88 ms
[2022-04-10 15:02:05 main:574] : INFO : Epoch 1926 | loss: 0.0311356 | val_loss: 0.0311487 | Time: 2644.64 ms
[2022-04-10 15:02:07 main:574] : INFO : Epoch 1927 | loss: 0.0311327 | val_loss: 0.0311497 | Time: 2645.23 ms
[2022-04-10 15:02:10 main:574] : INFO : Epoch 1928 | loss: 0.0311305 | val_loss: 0.0311492 | Time: 2662.11 ms
[2022-04-10 15:02:13 main:574] : INFO : Epoch 1929 | loss: 0.0311278 | val_loss: 0.0311493 | Time: 2654.34 ms
[2022-04-10 15:02:15 main:574] : INFO : Epoch 1930 | loss: 0.0311267 | val_loss: 0.0311473 | Time: 2637.66 ms
[2022-04-10 15:02:18 main:574] : INFO : Epoch 1931 | loss: 0.0311281 | val_loss: 0.0311496 | Time: 2647.87 ms
[2022-04-10 15:02:21 main:574] : INFO : Epoch 1932 | loss: 0.0311286 | val_loss: 0.0311455 | Time: 2652.71 ms
[2022-04-10 15:02:23 main:574] : INFO : Epoch 1933 | loss: 0.0311273 | val_loss: 0.0311464 | Time: 2642.99 ms
[2022-04-10 15:02:26 main:574] : INFO : Epoch 1934 | loss: 0.0311264 | val_loss: 0.0311456 | Time: 2637.37 ms
[2022-04-10 15:02:29 main:574] : INFO : Epoch 1935 | loss: 0.0311261 | val_loss: 0.0311437 | Time: 2643.43 ms
[2022-04-10 15:02:31 main:574] : INFO : Epoch 1936 | loss: 0.0311245 | val_loss: 0.031147 | Time: 2654.95 ms
[2022-04-10 15:02:34 main:574] : INFO : Epoch 1937 | loss: 0.0311249 | val_loss: 0.0311493 | Time: 2637.45 ms
[2022-04-10 15:02:37 main:574] : INFO : Epoch 1938 | loss: 0.0311267 | val_loss: 0.0311505 | Time: 2645.75 ms
[2022-04-10 15:02:39 main:574] : INFO : Epoch 1939 | loss: 0.0311262 | val_loss: 0.0311473 | Time: 2640.05 ms
[2022-04-10 15:02:42 main:574] : INFO : Epoch 1940 | loss: 0.0311238 | val_loss: 0.0311462 | Time: 2668.52 ms
[2022-04-10 15:02:45 main:574] : INFO : Epoch 1941 | loss: 0.0311222 | val_loss: 0.0311476 | Time: 2644.98 ms
[2022-04-10 15:02:47 main:574] : INFO : Epoch 1942 | loss: 0.0311216 | val_loss: 0.0311472 | Time: 2642.36 ms
[2022-04-10 15:02:50 main:574] : INFO : Epoch 1943 | loss: 0.0311237 | val_loss: 0.0311496 | Time: 2647.5 ms
[2022-04-10 15:02:53 main:574] : INFO : Epoch 1944 | loss: 0.0311227 | val_loss: 0.0311479 | Time: 2654.08 ms
[2022-04-10 15:02:55 main:574] : INFO : Epoch 1945 | loss: 0.0311297 | val_loss: 0.0311513 | Time: 2635.37 ms
[2022-04-10 15:02:58 main:574] : INFO : Epoch 1946 | loss: 0.0311316 | val_loss: 0.0311546 | Time: 2635.83 ms
[2022-04-10 15:03:00 main:574] : INFO : Epoch 1947 | loss: 0.0311318 | val_loss: 0.0311518 | Time: 2654.92 ms
[2022-04-10 15:03:03 main:574] : INFO : Epoch 1948 | loss: 0.0311316 | val_loss: 0.0311483 | Time: 2651.85 ms
[2022-04-10 15:03:06 main:574] : INFO : Epoch 1949 | loss: 0.031131 | val_loss: 0.0311502 | Time: 2643.56 ms
[2022-04-10 15:03:08 main:574] : INFO : Epoch 1950 | loss: 0.0311313 | val_loss: 0.0311557 | Time: 2640.08 ms
[2022-04-10 15:03:11 main:574] : INFO : Epoch 1951 | loss: 0.031136 | val_loss: 0.0311506 | Time: 2658.77 ms
[2022-04-10 15:03:14 main:574] : INFO : Epoch 1952 | loss: 0.0311329 | val_loss: 0.0311477 | Time: 2642.42 ms
[2022-04-10 15:03:16 main:574] : INFO : Epoch 1953 | loss: 0.0311288 | val_loss: 0.031147 | Time: 2643.56 ms
[2022-04-10 15:03:19 main:574] : INFO : Epoch 1954 | loss: 0.0311305 | val_loss: 0.0311478 | Time: 2646.06 ms
[2022-04-10 15:03:22 main:574] : INFO : Epoch 1955 | loss: 0.0311309 | val_loss: 0.0311511 | Time: 2659.62 ms
[2022-04-10 15:03:24 main:574] : INFO : Epoch 1956 | loss: 0.0311306 | val_loss: 0.0311515 | Time: 2654.98 ms
[2022-04-10 15:03:27 main:574] : INFO : Epoch 1957 | loss: 0.0311275 | val_loss: 0.0311527 | Time: 2647.11 ms
[2022-04-10 15:03:30 main:574] : INFO : Epoch 1958 | loss: 0.0311341 | val_loss: 0.0311546 | Time: 2652.72 ms
[2022-04-10 15:03:32 main:574] : INFO : Epoch 1959 | loss: 0.0311324 | val_loss: 0.0311524 | Time: 2655.83 ms
[2022-04-10 15:03:35 main:574] : INFO : Epoch 1960 | loss: 0.0311319 | val_loss: 0.0311498 | Time: 2652.74 ms
[2022-04-10 15:03:38 main:574] : INFO : Epoch 1961 | loss: 0.0311298 | val_loss: 0.0311531 | Time: 2639.5 ms
[2022-04-10 15:03:40 main:574] : INFO : Epoch 1962 | loss: 0.0311296 | val_loss: 0.0311533 | Time: 2648.95 ms
[2022-04-10 15:03:43 main:574] : INFO : Epoch 1963 | loss: 0.0311282 | val_loss: 0.0311542 | Time: 2662.27 ms
[2022-04-10 15:03:46 main:574] : INFO : Epoch 1964 | loss: 0.0311265 | val_loss: 0.0311527 | Time: 2646.03 ms
[2022-04-10 15:03:48 main:574] : INFO : Epoch 1965 | loss: 0.0311259 | val_loss: 0.03115 | Time: 2652.06 ms
[2022-04-10 15:03:51 main:574] : INFO : Epoch 1966 | loss: 0.0311252 | val_loss: 0.0311509 | Time: 2632.4 ms
[2022-04-10 15:03:54 main:574] : INFO : Epoch 1967 | loss: 0.0311249 | val_loss: 0.0311496 | Time: 2641 ms
[2022-04-10 15:03:56 main:574] : INFO : Epoch 1968 | loss: 0.0311271 | val_loss: 0.0311503 | Time: 2635.6 ms
[2022-04-10 15:03:59 main:574] : INFO : Epoch 1969 | loss: 0.0311284 | val_loss: 0.0311489 | Time: 2637.61 ms
[2022-04-10 15:04:01 main:574] : INFO : Epoch 1970 | loss: 0.031128 | val_loss: 0.0311466 | Time: 2640.81 ms
[2022-04-10 15:04:04 main:574] : INFO : Epoch 1971 | loss: 0.0311293 | val_loss: 0.0311575 | Time: 2644.89 ms
[2022-04-10 15:04:07 main:574] : INFO : Epoch 1972 | loss: 0.0311356 | val_loss: 0.0311497 | Time: 2631.06 ms
[2022-04-10 15:04:09 main:574] : INFO : Epoch 1973 | loss: 0.0311335 | val_loss: 0.0311482 | Time: 2632.72 ms
[2022-04-10 15:04:12 main:574] : INFO : Epoch 1974 | loss: 0.031134 | val_loss: 0.0311469 | Time: 2634.29 ms
[2022-04-10 15:04:15 main:574] : INFO : Epoch 1975 | loss: 0.0311316 | val_loss: 0.0311499 | Time: 2666.04 ms
[2022-04-10 15:04:17 main:574] : INFO : Epoch 1976 | loss: 0.0311304 | val_loss: 0.031147 | Time: 2640.12 ms
[2022-04-10 15:04:20 main:574] : INFO : Epoch 1977 | loss: 0.0311287 | val_loss: 0.0311481 | Time: 2650.84 ms
[2022-04-10 15:04:23 main:574] : INFO : Epoch 1978 | loss: 0.0311272 | val_loss: 0.0311542 | Time: 2653.5 ms
[2022-04-10 15:04:25 main:574] : INFO : Epoch 1979 | loss: 0.031131 | val_loss: 0.0311492 | Time: 2659.95 ms
[2022-04-10 15:04:28 main:574] : INFO : Epoch 1980 | loss: 0.0311332 | val_loss: 0.0311446 | Time: 2643.85 ms
[2022-04-10 15:04:31 main:574] : INFO : Epoch 1981 | loss: 0.0311301 | val_loss: 0.0311451 | Time: 2653.14 ms
[2022-04-10 15:04:33 main:574] : INFO : Epoch 1982 | loss: 0.0311275 | val_loss: 0.0311503 | Time: 2657.55 ms
[2022-04-10 15:04:36 main:574] : INFO : Epoch 1983 | loss: 0.0311309 | val_loss: 0.0311501 | Time: 2646.9 ms
[2022-04-10 15:04:39 main:574] : INFO : Epoch 1984 | loss: 0.0311266 | val_loss: 0.031146 | Time: 2649.86 ms
[2022-04-10 15:04:41 main:574] : INFO : Epoch 1985 | loss: 0.0311254 | val_loss: 0.0311475 | Time: 2646.36 ms
[2022-04-10 15:04:44 main:574] : INFO : Epoch 1986 | loss: 0.0311246 | val_loss: 0.0311468 | Time: 2659.3 ms
[2022-04-10 15:04:46 main:574] : INFO : Epoch 1987 | loss: 0.0311228 | val_loss: 0.0311458 | Time: 2650.56 ms
[2022-04-10 15:04:49 main:574] : INFO : Epoch 1988 | loss: 0.0311256 | val_loss: 0.0311521 | Time: 2647.55 ms
[2022-04-10 15:04:52 main:574] : INFO : Epoch 1989 | loss: 0.031125 | val_loss: 0.0311508 | Time: 2645.65 ms
[2022-04-10 15:04:54 main:574] : INFO : Epoch 1990 | loss: 0.0311279 | val_loss: 0.0311498 | Time: 2659.8 ms
[2022-04-10 15:04:57 main:574] : INFO : Epoch 1991 | loss: 0.0311297 | val_loss: 0.0311511 | Time: 2649.62 ms
[2022-04-10 15:05:00 main:574] : INFO : Epoch 1992 | loss: 0.0311356 | val_loss: 0.0311491 | Time: 2655.07 ms
[2022-04-10 15:05:02 main:574] : INFO : Epoch 1993 | loss: 0.031135 | val_loss: 0.0311503 | Time: 2635.48 ms
[2022-04-10 15:05:05 main:574] : INFO : Epoch 1994 | loss: 0.0311291 | val_loss: 0.0311489 | Time: 2646.77 ms
[2022-04-10 15:05:08 main:574] : INFO : Epoch 1995 | loss: 0.0311271 | val_loss: 0.0311518 | Time: 2635.2 ms
[2022-04-10 15:05:10 main:574] : INFO : Epoch 1996 | loss: 0.0311272 | val_loss: 0.0311507 | Time: 2638.24 ms
[2022-04-10 15:05:13 main:574] : INFO : Epoch 1997 | loss: 0.0311273 | val_loss: 0.0311528 | Time: 2635.49 ms
[2022-04-10 15:05:16 main:574] : INFO : Epoch 1998 | loss: 0.0311254 | val_loss: 0.0311506 | Time: 2646.1 ms
[2022-04-10 15:05:18 main:574] : INFO : Epoch 1999 | loss: 0.0311292 | val_loss: 0.0311544 | Time: 2634.71 ms
[2022-04-10 15:05:21 main:574] : INFO : Epoch 2000 | loss: 0.0311249 | val_loss: 0.0311517 | Time: 2635.81 ms
[2022-04-10 15:05:24 main:574] : INFO : Epoch 2001 | loss: 0.0311226 | val_loss: 0.0311512 | Time: 2640.4 ms
[2022-04-10 15:05:26 main:574] : INFO : Epoch 2002 | loss: 0.031122 | val_loss: 0.0311504 | Time: 2647.01 ms
[2022-04-10 15:05:29 main:574] : INFO : Epoch 2003 | loss: 0.0311232 | val_loss: 0.0311523 | Time: 2640.47 ms
[2022-04-10 15:05:31 main:574] : INFO : Epoch 2004 | loss: 0.0311275 | val_loss: 0.0311471 | Time: 2643.73 ms
[2022-04-10 15:05:34 main:574] : INFO : Epoch 2005 | loss: 0.0311268 | val_loss: 0.0311475 | Time: 2636.95 ms
[2022-04-10 15:05:37 main:574] : INFO : Epoch 2006 | loss: 0.0311255 | val_loss: 0.0311453 | Time: 2654.06 ms
[2022-04-10 15:05:39 main:574] : INFO : Epoch 2007 | loss: 0.0311233 | val_loss: 0.0311462 | Time: 2639.1 ms
[2022-04-10 15:05:42 main:574] : INFO : Epoch 2008 | loss: 0.0311242 | val_loss: 0.0311469 | Time: 2630.93 ms
[2022-04-10 15:05:45 main:574] : INFO : Epoch 2009 | loss: 0.0311236 | val_loss: 0.0311499 | Time: 2638.73 ms
[2022-04-10 15:05:47 main:574] : INFO : Epoch 2010 | loss: 0.0311213 | val_loss: 0.0311456 | Time: 2653.43 ms
[2022-04-10 15:05:50 main:574] : INFO : Epoch 2011 | loss: 0.0311192 | val_loss: 0.0311488 | Time: 2648.04 ms
[2022-04-10 15:05:53 main:574] : INFO : Epoch 2012 | loss: 0.0311267 | val_loss: 0.0311499 | Time: 2641.01 ms
[2022-04-10 15:05:55 main:574] : INFO : Epoch 2013 | loss: 0.0311266 | val_loss: 0.0311503 | Time: 2644.19 ms
[2022-04-10 15:05:58 main:574] : INFO : Epoch 2014 | loss: 0.0311235 | val_loss: 0.0311478 | Time: 2650.25 ms
[2022-04-10 15:06:01 main:574] : INFO : Epoch 2015 | loss: 0.0311265 | val_loss: 0.0311483 | Time: 2660.96 ms
[2022-04-10 15:06:03 main:574] : INFO : Epoch 2016 | loss: 0.0311251 | val_loss: 0.0311518 | Time: 2642.98 ms
[2022-04-10 15:06:06 main:574] : INFO : Epoch 2017 | loss: 0.0311218 | val_loss: 0.031148 | Time: 2639.4 ms
[2022-04-10 15:06:09 main:574] : INFO : Epoch 2018 | loss: 0.0311214 | val_loss: 0.0311463 | Time: 2653.27 ms
[2022-04-10 15:06:11 main:574] : INFO : Epoch 2019 | loss: 0.0311208 | val_loss: 0.0311486 | Time: 2650.07 ms
[2022-04-10 15:06:14 main:574] : INFO : Epoch 2020 | loss: 0.0311215 | val_loss: 0.0311469 | Time: 2638.49 ms
[2022-04-10 15:06:16 main:574] : INFO : Epoch 2021 | loss: 0.0311228 | val_loss: 0.0311513 | Time: 2650.1 ms
[2022-04-10 15:06:19 main:574] : INFO : Epoch 2022 | loss: 0.0311273 | val_loss: 0.0311446 | Time: 2625.4 ms
[2022-04-10 15:06:22 main:574] : INFO : Epoch 2023 | loss: 0.0311223 | val_loss: 0.0311468 | Time: 2633.85 ms
[2022-04-10 15:06:24 main:574] : INFO : Epoch 2024 | loss: 0.0311233 | val_loss: 0.0311482 | Time: 2620.93 ms
[2022-04-10 15:06:27 main:574] : INFO : Epoch 2025 | loss: 0.0311264 | val_loss: 0.031154 | Time: 2645.84 ms
[2022-04-10 15:06:30 main:574] : INFO : Epoch 2026 | loss: 0.0311411 | val_loss: 0.0311557 | Time: 2643.31 ms
[2022-04-10 15:06:32 main:574] : INFO : Epoch 2027 | loss: 0.0311404 | val_loss: 0.0311526 | Time: 2623.59 ms
[2022-04-10 15:06:35 main:574] : INFO : Epoch 2028 | loss: 0.0311366 | val_loss: 0.0311506 | Time: 2627.86 ms
[2022-04-10 15:06:38 main:574] : INFO : Epoch 2029 | loss: 0.0311356 | val_loss: 0.031151 | Time: 2643.8 ms
[2022-04-10 15:06:40 main:574] : INFO : Epoch 2030 | loss: 0.0311328 | val_loss: 0.0311548 | Time: 2622.66 ms
[2022-04-10 15:06:43 main:574] : INFO : Epoch 2031 | loss: 0.0311339 | val_loss: 0.0311496 | Time: 2629.24 ms
[2022-04-10 15:06:45 main:574] : INFO : Epoch 2032 | loss: 0.0311329 | val_loss: 0.0311527 | Time: 2632.38 ms
[2022-04-10 15:06:48 main:574] : INFO : Epoch 2033 | loss: 0.0311316 | val_loss: 0.0311512 | Time: 2650.4 ms
[2022-04-10 15:06:51 main:574] : INFO : Epoch 2034 | loss: 0.031131 | val_loss: 0.0311541 | Time: 2630.34 ms
[2022-04-10 15:06:53 main:574] : INFO : Epoch 2035 | loss: 0.0311296 | val_loss: 0.0311472 | Time: 2625.15 ms
[2022-04-10 15:06:56 main:574] : INFO : Epoch 2036 | loss: 0.0311295 | val_loss: 0.0311495 | Time: 2637.19 ms
[2022-04-10 15:06:59 main:574] : INFO : Epoch 2037 | loss: 0.0311282 | val_loss: 0.0311515 | Time: 2652.92 ms
[2022-04-10 15:07:01 main:574] : INFO : Epoch 2038 | loss: 0.0311326 | val_loss: 0.0311516 | Time: 2639.41 ms
[2022-04-10 15:07:04 main:574] : INFO : Epoch 2039 | loss: 0.0311291 | val_loss: 0.0311494 | Time: 2632.24 ms
[2022-04-10 15:07:07 main:574] : INFO : Epoch 2040 | loss: 0.0311313 | val_loss: 0.0311483 | Time: 2638.31 ms
[2022-04-10 15:07:09 main:574] : INFO : Epoch 2041 | loss: 0.0311305 | val_loss: 0.0311508 | Time: 2646.83 ms
[2022-04-10 15:07:12 main:574] : INFO : Epoch 2042 | loss: 0.0311292 | val_loss: 0.0311446 | Time: 2643.29 ms
[2022-04-10 15:07:15 main:574] : INFO : Epoch 2043 | loss: 0.0311277 | val_loss: 0.0311444 | Time: 2635.79 ms
[2022-04-10 15:07:17 main:574] : INFO : Epoch 2044 | loss: 0.0311254 | val_loss: 0.0311476 | Time: 2640.47 ms
[2022-04-10 15:07:20 main:574] : INFO : Epoch 2045 | loss: 0.0311235 | val_loss: 0.0311463 | Time: 2658.48 ms
[2022-04-10 15:07:22 main:574] : INFO : Epoch 2046 | loss: 0.0311231 | val_loss: 0.0311486 | Time: 2637.65 ms
[2022-04-10 15:07:25 main:574] : INFO : Epoch 2047 | loss: 0.0311242 | val_loss: 0.0311508 | Time: 2644.6 ms
[2022-04-10 15:07:28 main:574] : INFO : Epoch 2048 | loss: 0.0311252 | val_loss: 0.0311483 | Time: 2646.72 ms
[2022-04-10 15:07:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311483
[2022-04-10 15:07:28 main:603] : INFO : Saving end state to config to file
[2022-04-10 15:07:28 main:608] : INFO : Success, exiting..
15:07:28 (1232): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)