Task 8806258
| Name | ParityModified-1634616894-25989-3_1 |
| Workunit | 6027777 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:56:16 UTC |
| Report deadline | 15 Nov 2021, 21:56:16 UTC |
| Received | 8 Nov 2021, 23:32:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11711 |
| Run time | 1 hours 35 min 27 sec |
| CPU time | 1 hours 35 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,825.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.71 GB |
| Peak swap size | 44.66 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 08 18:03:30 main:581] : INFO : Epoch 1538 | loss: 0.031133 | val_loss: 0.0311477 | Time: 2798.42 ms [2021-11-08 18:03:33 main:581] : INFO : Epoch 1539 | loss: 0.0311328 | val_loss: 0.0311498 | Time: 2788.44 ms [2021-11-08 18:03:36 main:581] : INFO : Epoch 1540 | loss: 0.0311322 | val_loss: 0.0311469 | Time: 2849.45 ms [2021-11-08 18:03:39 main:581] : INFO : Epoch 1541 | loss: 0.0311357 | val_loss: 0.0311482 | Time: 2683.25 ms [2021-11-08 18:03:41 main:581] : INFO : Epoch 1542 | loss: 0.031135 | val_loss: 0.0311476 | Time: 2788.99 ms [2021-11-08 18:03:44 main:581] : INFO : Epoch 1543 | loss: 0.0311328 | val_loss: 0.0311475 | Time: 2734.62 ms [2021-11-08 18:03:47 main:581] : INFO : Epoch 1544 | loss: 0.0311324 | val_loss: 0.0311465 | Time: 2740.46 ms [2021-11-08 18:03:50 main:581] : INFO : Epoch 1545 | loss: 0.0311352 | val_loss: 0.0311534 | Time: 2671.1 ms [2021-11-08 18:03:52 main:581] : INFO : Epoch 1546 | loss: 0.0311343 | val_loss: 0.0311459 | Time: 2669.06 ms [2021-11-08 18:03:55 main:581] : INFO : Epoch 1547 | loss: 0.0311319 | val_loss: 0.0311476 | Time: 2854.37 ms [2021-11-08 18:03:58 main:581] : INFO : Epoch 1548 | loss: 0.0311327 | val_loss: 0.0311538 | Time: 2623.87 ms [2021-11-08 18:04:01 main:581] : INFO : Epoch 1549 | loss: 0.0311389 | val_loss: 0.0311522 | Time: 2747.66 ms [2021-11-08 18:04:03 main:581] : INFO : Epoch 1550 | loss: 0.0311357 | val_loss: 0.0311475 | Time: 2608.3 ms [2021-11-08 18:04:06 main:581] : INFO : Epoch 1551 | loss: 0.0311349 | val_loss: 0.0311506 | Time: 2818.58 ms [2021-11-08 18:04:09 main:581] : INFO : Epoch 1552 | loss: 0.0311332 | val_loss: 0.0311497 | Time: 2813.22 ms [2021-11-08 18:04:12 main:581] : INFO : Epoch 1553 | loss: 0.0311358 | val_loss: 0.0311575 | Time: 2854.69 ms [2021-11-08 18:04:14 main:581] : INFO : Epoch 1554 | loss: 0.0311419 | val_loss: 0.0311685 | Time: 2773.04 ms [2021-11-08 18:04:17 main:581] : INFO : Epoch 1555 | loss: 0.0326957 | val_loss: 0.0331436 | Time: 2776.11 ms [2021-11-08 18:04:20 main:581] : INFO : Epoch 1556 | loss: 0.0344538 | val_loss: 0.0377384 | Time: 2819.42 ms [2021-11-08 18:04:23 main:581] : INFO : Epoch 1557 | loss: 0.033429 | val_loss: 0.0313867 | Time: 2709.23 ms [2021-11-08 18:04:26 main:581] : INFO : Epoch 1558 | loss: 0.0313725 | val_loss: 0.0312381 | Time: 2846.66 ms [2021-11-08 18:04:28 main:581] : INFO : Epoch 1559 | loss: 0.0312251 | val_loss: 0.0311926 | Time: 2686.41 ms [2021-11-08 18:04:31 main:581] : INFO : Epoch 1560 | loss: 0.0311856 | val_loss: 0.0311723 | Time: 2808.27 ms [2021-11-08 18:04:34 main:581] : INFO : Epoch 1561 | loss: 0.0311664 | val_loss: 0.0311617 | Time: 2693.46 ms [2021-11-08 18:04:37 main:581] : INFO : Epoch 1562 | loss: 0.0311569 | val_loss: 0.0311579 | Time: 2821.97 ms [2021-11-08 18:04:39 main:581] : INFO : Epoch 1563 | loss: 0.0311508 | val_loss: 0.0311554 | Time: 2760.35 ms [2021-11-08 18:04:42 main:581] : INFO : Epoch 1564 | loss: 0.0311467 | val_loss: 0.0311529 | Time: 2698.26 ms [2021-11-08 18:04:45 main:581] : INFO : Epoch 1565 | loss: 0.031142 | val_loss: 0.0311553 | Time: 2850.17 ms [2021-11-08 18:04:48 main:581] : INFO : Epoch 1566 | loss: 0.0311465 | val_loss: 0.0311566 | Time: 2802.23 ms [2021-11-08 18:04:50 main:581] : INFO : Epoch 1567 | loss: 0.0311498 | val_loss: 0.0311548 | Time: 2747.01 ms [2021-11-08 18:04:53 main:581] : INFO : Epoch 1568 | loss: 0.0311485 | val_loss: 0.0311536 | Time: 2571.03 ms [2021-11-08 18:04:56 main:581] : INFO : Epoch 1569 | loss: 0.0311458 | val_loss: 0.0311523 | Time: 2731.16 ms [2021-11-08 18:04:58 main:581] : INFO : Epoch 1570 | loss: 0.0311443 | val_loss: 0.0311531 | Time: 2681.86 ms [2021-11-08 18:05:01 main:581] : INFO : Epoch 1571 | loss: 0.0311432 | val_loss: 0.0311508 | Time: 3032.87 ms [2021-11-08 18:05:04 main:581] : INFO : Epoch 1572 | loss: 0.031142 | val_loss: 0.0311532 | Time: 2747.6 ms [2021-11-08 18:05:07 main:581] : INFO : Epoch 1573 | loss: 0.031143 | val_loss: 0.0311523 | Time: 2783.46 ms [2021-11-08 18:05:10 main:581] : INFO : Epoch 1574 | loss: 0.0311425 | val_loss: 0.0311481 | Time: 2734.85 ms [2021-11-08 18:05:12 main:581] : INFO : Epoch 1575 | loss: 0.0311407 | val_loss: 0.0311501 | Time: 2650.98 ms [2021-11-08 18:05:15 main:581] : INFO : Epoch 1576 | loss: 0.03114 | val_loss: 0.0311464 | Time: 2852.17 ms [2021-11-08 18:05:18 main:581] : INFO : Epoch 1577 | loss: 0.0311387 | val_loss: 0.0311469 | Time: 2675.66 ms [2021-11-08 18:05:21 main:581] : INFO : Epoch 1578 | loss: 0.0311396 | val_loss: 0.0311452 | Time: 2841.39 ms [2021-11-08 18:05:23 main:581] : INFO : Epoch 1579 | loss: 0.0311378 | val_loss: 0.0311451 | Time: 2640.78 ms [2021-11-08 18:05:26 main:581] : INFO : Epoch 1580 | loss: 0.0311374 | val_loss: 0.0311505 | Time: 2741.71 ms [2021-11-08 18:05:29 main:581] : INFO : Epoch 1581 | loss: 0.0311387 | val_loss: 0.0311458 | Time: 2756.36 ms [2021-11-08 18:05:32 main:581] : INFO : Epoch 1582 | loss: 0.0311363 | val_loss: 0.031146 | Time: 2802.46 ms [2021-11-08 18:05:34 main:581] : INFO : Epoch 1583 | loss: 0.0311376 | val_loss: 0.0311503 | Time: 2799.94 ms [2021-11-08 18:05:37 main:581] : INFO : Epoch 1584 | loss: 0.031136 | val_loss: 0.0311457 | Time: 2725.15 ms [2021-11-08 18:05:40 main:581] : INFO : Epoch 1585 | loss: 0.0311346 | val_loss: 0.031146 | Time: 2787.99 ms [2021-11-08 18:05:43 main:581] : INFO : Epoch 1586 | loss: 0.0311363 | val_loss: 0.0311459 | Time: 2792.78 ms [2021-11-08 18:05:46 main:581] : INFO : Epoch 1587 | loss: 0.0311372 | val_loss: 0.0311475 | Time: 2833.3 ms [2021-11-08 18:05:48 main:581] : INFO : Epoch 1588 | loss: 0.0311374 | val_loss: 0.031144 | Time: 2765.32 ms [2021-11-08 18:05:51 main:581] : INFO : Epoch 1589 | loss: 0.0311374 | val_loss: 0.0311464 | Time: 2858.89 ms [2021-11-08 18:05:54 main:581] : INFO : Epoch 1590 | loss: 0.0311363 | val_loss: 0.0311476 | Time: 2702.4 ms [2021-11-08 18:05:57 main:581] : INFO : Epoch 1591 | loss: 0.0311354 | val_loss: 0.0311462 | Time: 2703.38 ms [2021-11-08 18:05:59 main:581] : INFO : Epoch 1592 | loss: 0.0311362 | val_loss: 0.0311448 | Time: 2717.5 ms [2021-11-08 18:06:02 main:581] : INFO : Epoch 1593 | loss: 0.0311366 | val_loss: 0.0311452 | Time: 2601.94 ms [2021-11-08 18:06:05 main:581] : INFO : Epoch 1594 | loss: 0.0311394 | val_loss: 0.0311444 | Time: 2781.76 ms [2021-11-08 18:06:07 main:581] : INFO : Epoch 1595 | loss: 0.0311382 | val_loss: 0.0311438 | Time: 2693.64 ms [2021-11-08 18:06:10 main:581] : INFO : Epoch 1596 | loss: 0.0311379 | val_loss: 0.031144 | Time: 2849.18 ms [2021-11-08 18:06:13 main:581] : INFO : Epoch 1597 | loss: 0.0311367 | val_loss: 0.0311411 | Time: 2660.76 ms [2021-11-08 18:06:16 main:581] : INFO : Epoch 1598 | loss: 0.0311393 | val_loss: 0.031147 | Time: 2789.61 ms [2021-11-08 18:06:19 main:581] : INFO : Epoch 1599 | loss: 0.031137 | val_loss: 0.0311459 | Time: 2794.42 ms [2021-11-08 18:06:21 main:581] : INFO : Epoch 1600 | loss: 0.0311367 | val_loss: 0.0311466 | Time: 2774.48 ms [2021-11-08 18:06:24 main:581] : INFO : Epoch 1601 | loss: 0.031136 | val_loss: 0.0311416 | Time: 2781.33 ms [2021-11-08 18:06:27 main:581] : INFO : Epoch 1602 | loss: 0.0311344 | val_loss: 0.0311413 | Time: 2788.34 ms [2021-11-08 18:06:30 main:581] : INFO : Epoch 1603 | loss: 0.0311368 | val_loss: 0.0311442 | Time: 2733.06 ms [2021-11-08 18:06:32 main:581] : INFO : Epoch 1604 | loss: 0.0311389 | val_loss: 0.0311444 | Time: 2762.13 ms [2021-11-08 18:06:35 main:581] : INFO : Epoch 1605 | loss: 0.0311378 | val_loss: 0.0311454 | Time: 2855.49 ms [2021-11-08 18:06:38 main:581] : INFO : Epoch 1606 | loss: 0.0311369 | val_loss: 0.0311435 | Time: 2694.61 ms [2021-11-08 18:06:41 main:581] : INFO : Epoch 1607 | loss: 0.0311367 | val_loss: 0.0311447 | Time: 2824.99 ms [2021-11-08 18:06:44 main:581] : INFO : Epoch 1608 | loss: 0.0311399 | val_loss: 0.0311434 | Time: 2764.67 ms [2021-11-08 18:06:46 main:581] : INFO : Epoch 1609 | loss: 0.0311382 | val_loss: 0.0311459 | Time: 2798.07 ms [2021-11-08 18:06:49 main:581] : INFO : Epoch 1610 | loss: 0.0311422 | val_loss: 0.0311525 | Time: 2763.14 ms [2021-11-08 18:06:52 main:581] : INFO : Epoch 1611 | loss: 0.0311438 | val_loss: 0.0311476 | Time: 2830.12 ms [2021-11-08 18:06:55 main:581] : INFO : Epoch 1612 | loss: 0.0311455 | val_loss: 0.0311541 | Time: 2840.95 ms [2021-11-08 18:06:57 main:581] : INFO : Epoch 1613 | loss: 0.0311512 | val_loss: 0.031155 | Time: 2706.38 ms [2021-11-08 18:07:00 main:581] : INFO : Epoch 1614 | loss: 0.0311526 | val_loss: 0.0311584 | Time: 2850.8 ms [2021-11-08 18:07:03 main:581] : INFO : Epoch 1615 | loss: 0.0311496 | val_loss: 0.0311497 | Time: 2753.87 ms [2021-11-08 18:07:06 main:581] : INFO : Epoch 1616 | loss: 0.0311433 | val_loss: 0.0311478 | Time: 2839.4 ms [2021-11-08 18:07:09 main:581] : INFO : Epoch 1617 | loss: 0.031141 | val_loss: 0.0311486 | Time: 2786.79 ms [2021-11-08 18:07:11 main:581] : INFO : Epoch 1618 | loss: 0.0311396 | val_loss: 0.0311459 | Time: 2786.7 ms [2021-11-08 18:07:14 main:581] : INFO : Epoch 1619 | loss: 0.0311413 | val_loss: 0.0311446 | Time: 2732.37 ms [2021-11-08 18:07:17 main:581] : INFO : Epoch 1620 | loss: 0.0311394 | val_loss: 0.0311436 | Time: 2814.37 ms [2021-11-08 18:07:20 main:581] : INFO : Epoch 1621 | loss: 0.0311391 | val_loss: 0.0311421 | Time: 2793.44 ms [2021-11-08 18:07:23 main:581] : INFO : Epoch 1622 | loss: 0.0311378 | val_loss: 0.0311438 | Time: 2753.73 ms [2021-11-08 18:07:25 main:581] : INFO : Epoch 1623 | loss: 0.0311374 | val_loss: 0.0311405 | Time: 2767.69 ms [2021-11-08 18:07:28 main:581] : INFO : Epoch 1624 | loss: 0.0311363 | val_loss: 0.0311446 | Time: 2749.22 ms [2021-11-08 18:07:31 main:581] : INFO : Epoch 1625 | loss: 0.0311367 | val_loss: 0.0311397 | Time: 2783.63 ms [2021-11-08 18:07:34 main:581] : INFO : Epoch 1626 | loss: 0.0311344 | val_loss: 0.031142 | Time: 2766.48 ms [2021-11-08 18:07:36 main:581] : INFO : Epoch 1627 | loss: 0.031136 | val_loss: 0.0311393 | Time: 2725.24 ms [2021-11-08 18:07:39 main:581] : INFO : Epoch 1628 | loss: 0.0311344 | val_loss: 0.0311423 | Time: 2705.17 ms [2021-11-08 18:07:42 main:581] : INFO : Epoch 1629 | loss: 0.0311345 | val_loss: 0.0311429 | Time: 2817.53 ms [2021-11-08 18:07:45 main:581] : INFO : Epoch 1630 | loss: 0.0311331 | val_loss: 0.0311402 | Time: 2818.21 ms [2021-11-08 18:07:47 main:581] : INFO : Epoch 1631 | loss: 0.0311333 | val_loss: 0.0311433 | Time: 2691.61 ms [2021-11-08 18:07:50 main:581] : INFO : Epoch 1632 | loss: 0.0311358 | val_loss: 0.0311445 | Time: 2820.51 ms [2021-11-08 18:07:53 main:581] : INFO : Epoch 1633 | loss: 0.0311341 | val_loss: 0.031147 | Time: 2688.51 ms [2021-11-08 18:07:56 main:581] : INFO : Epoch 1634 | loss: 0.031134 | val_loss: 0.0311425 | Time: 2732.16 ms [2021-11-08 18:07:58 main:581] : INFO : Epoch 1635 | loss: 0.0311323 | val_loss: 0.0311412 | Time: 2594.95 ms [2021-11-08 18:08:01 main:581] : INFO : Epoch 1636 | loss: 0.0311312 | val_loss: 0.0311426 | Time: 2649.76 ms [2021-11-08 18:08:04 main:581] : INFO : Epoch 1637 | loss: 0.0311324 | val_loss: 0.0311409 | Time: 2802.14 ms [2021-11-08 18:08:07 main:581] : INFO : Epoch 1638 | loss: 0.0311342 | val_loss: 0.0311407 | Time: 2851.82 ms [2021-11-08 18:08:09 main:581] : INFO : Epoch 1639 | loss: 0.0311325 | val_loss: 0.0311423 | Time: 2755.32 ms [2021-11-08 18:08:12 main:581] : INFO : Epoch 1640 | loss: 0.0311318 | val_loss: 0.03114 | Time: 2821.56 ms [2021-11-08 18:08:15 main:581] : INFO : Epoch 1641 | loss: 0.031132 | val_loss: 0.0311412 | Time: 2770.19 ms [2021-11-08 18:08:17 main:581] : INFO : Epoch 1642 | loss: 0.0311333 | val_loss: 0.0311398 | Time: 2579.71 ms [2021-11-08 18:08:20 main:581] : INFO : Epoch 1643 | loss: 0.0311401 | val_loss: 0.0311546 | Time: 2856.36 ms [2021-11-08 18:08:23 main:581] : INFO : Epoch 1644 | loss: 0.0311465 | val_loss: 0.0311548 | Time: 2683.83 ms [2021-11-08 18:08:26 main:581] : INFO : Epoch 1645 | loss: 0.0311452 | val_loss: 0.0311524 | Time: 2775.8 ms [2021-11-08 18:08:29 main:581] : INFO : Epoch 1646 | loss: 0.0311409 | val_loss: 0.0311487 | Time: 2741.76 ms [2021-11-08 18:08:31 main:581] : INFO : Epoch 1647 | loss: 0.0311403 | val_loss: 0.031148 | Time: 2829.73 ms [2021-11-08 18:08:34 main:581] : INFO : Epoch 1648 | loss: 0.0311389 | val_loss: 0.0311468 | Time: 2772.28 ms [2021-11-08 18:08:37 main:581] : INFO : Epoch 1649 | loss: 0.0311387 | val_loss: 0.031145 | Time: 2842.86 ms [2021-11-08 18:08:40 main:581] : INFO : Epoch 1650 | loss: 0.0311357 | val_loss: 0.0311446 | Time: 2810.39 ms [2021-11-08 18:08:43 main:581] : INFO : Epoch 1651 | loss: 0.0311338 | val_loss: 0.0311431 | Time: 2722.68 ms [2021-11-08 18:08:45 main:581] : INFO : Epoch 1652 | loss: 0.0311345 | val_loss: 0.0311443 | Time: 2833.29 ms [2021-11-08 18:08:48 main:581] : INFO : Epoch 1653 | loss: 0.0311314 | val_loss: 0.0311435 | Time: 2747.02 ms [2021-11-08 18:08:51 main:581] : INFO : Epoch 1654 | loss: 0.0311352 | val_loss: 0.0311429 | Time: 2816.29 ms [2021-11-08 18:08:54 main:581] : INFO : Epoch 1655 | loss: 0.0311371 | val_loss: 0.0311442 | Time: 2729.92 ms [2021-11-08 18:08:56 main:581] : INFO : Epoch 1656 | loss: 0.0311378 | val_loss: 0.0311465 | Time: 2740.1 ms [2021-11-08 18:08:59 main:581] : INFO : Epoch 1657 | loss: 0.0311357 | val_loss: 0.0311435 | Time: 2704.95 ms [2021-11-08 18:09:02 main:581] : INFO : Epoch 1658 | loss: 0.0311337 | val_loss: 0.0311425 | Time: 2731.59 ms [2021-11-08 18:09:04 main:581] : INFO : Epoch 1659 | loss: 0.0311329 | val_loss: 0.0311445 | Time: 2634.89 ms [2021-11-08 18:09:07 main:581] : INFO : Epoch 1660 | loss: 0.0311321 | val_loss: 0.0311409 | Time: 2758.22 ms [2021-11-08 18:09:10 main:581] : INFO : Epoch 1661 | loss: 0.03113 | val_loss: 0.0311401 | Time: 2811.81 ms [2021-11-08 18:09:13 main:581] : INFO : Epoch 1662 | loss: 0.0311311 | val_loss: 0.0311384 | Time: 2807.27 ms [2021-11-08 18:09:16 main:581] : INFO : Epoch 1663 | loss: 0.0311312 | val_loss: 0.0311393 | Time: 2775.7 ms [2021-11-08 18:09:18 main:581] : INFO : Epoch 1664 | loss: 0.0311304 | val_loss: 0.0311381 | Time: 2756.99 ms [2021-11-08 18:09:21 main:581] : INFO : Epoch 1665 | loss: 0.031129 | val_loss: 0.0311379 | Time: 2839.73 ms [2021-11-08 18:09:24 main:581] : INFO : Epoch 1666 | loss: 0.0311302 | val_loss: 0.031141 | Time: 2701.17 ms [2021-11-08 18:09:27 main:581] : INFO : Epoch 1667 | loss: 0.0311303 | val_loss: 0.0311388 | Time: 2738.89 ms [2021-11-08 18:09:29 main:581] : INFO : Epoch 1668 | loss: 0.031129 | val_loss: 0.0311376 | Time: 2742.98 ms [2021-11-08 18:09:32 main:581] : INFO : Epoch 1669 | loss: 0.0311275 | val_loss: 0.0311371 | Time: 2821.17 ms [2021-11-08 18:09:35 main:581] : INFO : Epoch 1670 | loss: 0.0311282 | val_loss: 0.0311414 | Time: 2699.34 ms [2021-11-08 18:09:38 main:581] : INFO : Epoch 1671 | loss: 0.0311278 | val_loss: 0.03114 | Time: 2701.82 ms [2021-11-08 18:09:40 main:581] : INFO : Epoch 1672 | loss: 0.0311299 | val_loss: 0.0311392 | Time: 2828.31 ms [2021-11-08 18:09:43 main:581] : INFO : Epoch 1673 | loss: 0.0311289 | val_loss: 0.0311382 | Time: 2652.48 ms [2021-11-08 18:09:46 main:581] : INFO : Epoch 1674 | loss: 0.0311274 | val_loss: 0.0311374 | Time: 2826.65 ms [2021-11-08 18:09:49 main:581] : INFO : Epoch 1675 | loss: 0.0311282 | val_loss: 0.0311374 | Time: 2797.41 ms [2021-11-08 18:09:52 main:581] : INFO : Epoch 1676 | loss: 0.0311302 | val_loss: 0.0311361 | Time: 2859.56 ms [2021-11-08 18:09:54 main:581] : INFO : Epoch 1677 | loss: 0.0311289 | val_loss: 0.0311376 | Time: 2697.47 ms [2021-11-08 18:09:57 main:581] : INFO : Epoch 1678 | loss: 0.0311296 | val_loss: 0.0311428 | Time: 2850.7 ms [2021-11-08 18:10:00 main:581] : INFO : Epoch 1679 | loss: 0.0311305 | val_loss: 0.031138 | Time: 2788.93 ms [2021-11-08 18:10:03 main:581] : INFO : Epoch 1680 | loss: 0.0311281 | val_loss: 0.0311394 | Time: 2703.9 ms [2021-11-08 18:10:05 main:581] : INFO : Epoch 1681 | loss: 0.0311317 | val_loss: 0.0311431 | Time: 2805.42 ms [2021-11-08 18:10:08 main:581] : INFO : Epoch 1682 | loss: 0.0311347 | val_loss: 0.0311408 | Time: 2760.77 ms [2021-11-08 18:10:11 main:581] : INFO : Epoch 1683 | loss: 0.0311408 | val_loss: 0.0311493 | Time: 2849.36 ms [2021-11-08 18:10:14 main:581] : INFO : Epoch 1684 | loss: 0.0311412 | val_loss: 0.0311476 | Time: 2768.31 ms [2021-11-08 18:10:17 main:581] : INFO : Epoch 1685 | loss: 0.0311396 | val_loss: 0.0311473 | Time: 2812.85 ms [2021-11-08 18:10:19 main:581] : INFO : Epoch 1686 | loss: 0.0311369 | val_loss: 0.0311482 | Time: 2803.94 ms [2021-11-08 18:10:22 main:581] : INFO : Epoch 1687 | loss: 0.0311374 | val_loss: 0.0311501 | Time: 2776 ms [2021-11-08 18:10:25 main:581] : INFO : Epoch 1688 | loss: 0.0311379 | val_loss: 0.0311452 | Time: 2790.65 ms [2021-11-08 18:10:28 main:581] : INFO : Epoch 1689 | loss: 0.031135 | val_loss: 0.031143 | Time: 2757.17 ms [2021-11-08 18:10:31 main:581] : INFO : Epoch 1690 | loss: 0.0311351 | val_loss: 0.0311418 | Time: 2829.14 ms [2021-11-08 18:10:33 main:581] : INFO : Epoch 1691 | loss: 0.0311334 | val_loss: 0.031142 | Time: 2793.55 ms [2021-11-08 18:10:36 main:581] : INFO : Epoch 1692 | loss: 0.0311334 | val_loss: 0.03114 | Time: 2781.32 ms [2021-11-08 18:10:39 main:581] : INFO : Epoch 1693 | loss: 0.0311325 | val_loss: 0.0311413 | Time: 2774.98 ms [2021-11-08 18:10:42 main:581] : INFO : Epoch 1694 | loss: 0.0311329 | val_loss: 0.0311399 | Time: 2864.62 ms [2021-11-08 18:10:45 main:581] : INFO : Epoch 1695 | loss: 0.0311327 | val_loss: 0.0311401 | Time: 2754.47 ms [2021-11-08 18:10:47 main:581] : INFO : Epoch 1696 | loss: 0.0311349 | val_loss: 0.0311404 | Time: 2782.68 ms [2021-11-08 18:10:50 main:581] : INFO : Epoch 1697 | loss: 0.0311348 | val_loss: 0.0311408 | Time: 2839.38 ms [2021-11-08 18:10:53 main:581] : INFO : Epoch 1698 | loss: 0.0311357 | val_loss: 0.0311418 | Time: 2782.45 ms [2021-11-08 18:10:56 main:581] : INFO : Epoch 1699 | loss: 0.0311323 | val_loss: 0.0311384 | Time: 2829.43 ms [2021-11-08 18:10:59 main:581] : INFO : Epoch 1700 | loss: 0.0311326 | val_loss: 0.0311473 | Time: 2800.22 ms [2021-11-08 18:11:01 main:581] : INFO : Epoch 1701 | loss: 0.0311344 | val_loss: 0.0311477 | Time: 2791.03 ms [2021-11-08 18:11:04 main:581] : INFO : Epoch 1702 | loss: 0.0311359 | val_loss: 0.031145 | Time: 2727.82 ms [2021-11-08 18:11:07 main:581] : INFO : Epoch 1703 | loss: 0.0311328 | val_loss: 0.031143 | Time: 2727.59 ms [2021-11-08 18:11:10 main:581] : INFO : Epoch 1704 | loss: 0.0311316 | val_loss: 0.031146 | Time: 2799.97 ms [2021-11-08 18:11:12 main:581] : INFO : Epoch 1705 | loss: 0.0311308 | val_loss: 0.0311421 | Time: 2751.19 ms [2021-11-08 18:11:15 main:581] : INFO : Epoch 1706 | loss: 0.0311293 | val_loss: 0.0311452 | Time: 2723.06 ms [2021-11-08 18:11:18 main:581] : INFO : Epoch 1707 | loss: 0.0311291 | val_loss: 0.0311423 | Time: 2726.66 ms [2021-11-08 18:11:21 main:581] : INFO : Epoch 1708 | loss: 0.0311284 | val_loss: 0.0311494 | Time: 2869.54 ms [2021-11-08 18:11:23 main:581] : INFO : Epoch 1709 | loss: 0.0311308 | val_loss: 0.0311431 | Time: 2745.47 ms [2021-11-08 18:11:26 main:581] : INFO : Epoch 1710 | loss: 0.0311264 | val_loss: 0.031142 | Time: 2848.69 ms [2021-11-08 18:11:29 main:581] : INFO : Epoch 1711 | loss: 0.0311271 | val_loss: 0.0311459 | Time: 2744.64 ms [2021-11-08 18:11:32 main:581] : INFO : Epoch 1712 | loss: 0.0311284 | val_loss: 0.0311446 | Time: 2766.15 ms [2021-11-08 18:11:35 main:581] : INFO : Epoch 1713 | loss: 0.0311256 | val_loss: 0.0311418 | Time: 2743.76 ms [2021-11-08 18:11:37 main:581] : INFO : Epoch 1714 | loss: 0.0311339 | val_loss: 0.0311675 | Time: 2789.01 ms [2021-11-08 18:11:40 main:581] : INFO : Epoch 1715 | loss: 0.0311811 | val_loss: 0.0311752 | Time: 2690.72 ms [2021-11-08 18:11:43 main:581] : INFO : Epoch 1716 | loss: 0.0311716 | val_loss: 0.0311659 | Time: 2718.4 ms [2021-11-08 18:11:46 main:581] : INFO : Epoch 1717 | loss: 0.0311655 | val_loss: 0.0311654 | Time: 2742.84 ms [2021-11-08 18:11:48 main:581] : INFO : Epoch 1718 | loss: 0.0311586 | val_loss: 0.0311582 | Time: 2784.18 ms [2021-11-08 18:11:51 main:581] : INFO : Epoch 1719 | loss: 0.0311542 | val_loss: 0.0311566 | Time: 2720.87 ms [2021-11-08 18:11:54 main:581] : INFO : Epoch 1720 | loss: 0.0311499 | val_loss: 0.0311549 | Time: 2622.42 ms [2021-11-08 18:11:56 main:581] : INFO : Epoch 1721 | loss: 0.0311472 | val_loss: 0.0311555 | Time: 2837.64 ms [2021-11-08 18:11:59 main:581] : INFO : Epoch 1722 | loss: 0.0311471 | val_loss: 0.0311537 | Time: 2781.8 ms [2021-11-08 18:12:02 main:581] : INFO : Epoch 1723 | loss: 0.0311458 | val_loss: 0.0311509 | Time: 2701.44 ms [2021-11-08 18:12:05 main:581] : INFO : Epoch 1724 | loss: 0.031144 | val_loss: 0.0311509 | Time: 2809.74 ms [2021-11-08 18:12:08 main:581] : INFO : Epoch 1725 | loss: 0.0311433 | val_loss: 0.0311489 | Time: 2816.63 ms [2021-11-08 18:12:10 main:581] : INFO : Epoch 1726 | loss: 0.0311418 | val_loss: 0.0311557 | Time: 2812.17 ms [2021-11-08 18:12:13 main:581] : INFO : Epoch 1727 | loss: 0.0311425 | val_loss: 0.0311493 | Time: 2714.9 ms [2021-11-08 18:12:16 main:581] : INFO : Epoch 1728 | loss: 0.0311401 | val_loss: 0.0311476 | Time: 2765.49 ms [2021-11-08 18:12:19 main:581] : INFO : Epoch 1729 | loss: 0.0311406 | val_loss: 0.031151 | Time: 2788.05 ms [2021-11-08 18:12:21 main:581] : INFO : Epoch 1730 | loss: 0.0311403 | val_loss: 0.0311523 | Time: 2719.8 ms [2021-11-08 18:12:24 main:581] : INFO : Epoch 1731 | loss: 0.0311576 | val_loss: 0.0311622 | Time: 2684.11 ms [2021-11-08 18:12:27 main:581] : INFO : Epoch 1732 | loss: 0.0311598 | val_loss: 0.0311599 | Time: 2678.63 ms [2021-11-08 18:12:29 main:581] : INFO : Epoch 1733 | loss: 0.0311552 | val_loss: 0.0311551 | Time: 2690.48 ms [2021-11-08 18:12:32 main:581] : INFO : Epoch 1734 | loss: 0.0311535 | val_loss: 0.031156 | Time: 2701.39 ms [2021-11-08 18:12:35 main:581] : INFO : Epoch 1735 | loss: 0.0311509 | val_loss: 0.0311545 | Time: 2711.58 ms [2021-11-08 18:12:38 main:581] : INFO : Epoch 1736 | loss: 0.031149 | val_loss: 0.0311533 | Time: 2652.18 ms [2021-11-08 18:12:40 main:581] : INFO : Epoch 1737 | loss: 0.0311507 | val_loss: 0.0311554 | Time: 2737.47 ms [2021-11-08 18:12:43 main:581] : INFO : Epoch 1738 | loss: 0.0311479 | val_loss: 0.031152 | Time: 2786.83 ms [2021-11-08 18:12:46 main:581] : INFO : Epoch 1739 | loss: 0.0311469 | val_loss: 0.0311521 | Time: 2792.46 ms [2021-11-08 18:12:49 main:581] : INFO : Epoch 1740 | loss: 0.0311479 | val_loss: 0.0311551 | Time: 2740.51 ms [2021-11-08 18:12:51 main:581] : INFO : Epoch 1741 | loss: 0.0311476 | val_loss: 0.0311503 | Time: 2688.78 ms [2021-11-08 18:12:54 main:581] : INFO : Epoch 1742 | loss: 0.0311456 | val_loss: 0.0311536 | Time: 2660.49 ms [2021-11-08 18:12:57 main:581] : INFO : Epoch 1743 | loss: 0.0311471 | val_loss: 0.0311503 | Time: 2805.31 ms [2021-11-08 18:13:00 main:581] : INFO : Epoch 1744 | loss: 0.0311464 | val_loss: 0.0311519 | Time: 2802.71 ms [2021-11-08 18:13:02 main:581] : INFO : Epoch 1745 | loss: 0.0311464 | val_loss: 0.0311524 | Time: 2721.79 ms [2021-11-08 18:13:05 main:581] : INFO : Epoch 1746 | loss: 0.0311457 | val_loss: 0.0311506 | Time: 2756.59 ms [2021-11-08 18:13:08 main:581] : INFO : Epoch 1747 | loss: 0.0311455 | val_loss: 0.0311523 | Time: 2837.55 ms [2021-11-08 18:13:11 main:581] : INFO : Epoch 1748 | loss: 0.0311458 | val_loss: 0.0311516 | Time: 2869.11 ms [2021-11-08 18:13:14 main:581] : INFO : Epoch 1749 | loss: 0.0311465 | val_loss: 0.0311569 | Time: 2768.35 ms [2021-11-08 18:13:16 main:581] : INFO : Epoch 1750 | loss: 0.0311468 | val_loss: 0.0311555 | Time: 2831.42 ms [2021-11-08 18:13:19 main:581] : INFO : Epoch 1751 | loss: 0.0311467 | val_loss: 0.0311556 | Time: 2799.61 ms [2021-11-08 18:13:22 main:581] : INFO : Epoch 1752 | loss: 0.0311472 | val_loss: 0.0311546 | Time: 2641.11 ms [2021-11-08 18:13:25 main:581] : INFO : Epoch 1753 | loss: 0.0311489 | val_loss: 0.0311661 | Time: 2819.78 ms [2021-11-08 18:13:27 main:581] : INFO : Epoch 1754 | loss: 0.0311971 | val_loss: 0.031201 | Time: 2674.83 ms [2021-11-08 18:13:30 main:581] : INFO : Epoch 1755 | loss: 0.0311983 | val_loss: 0.031196 | Time: 2841.28 ms [2021-11-08 18:13:33 main:581] : INFO : Epoch 1756 | loss: 0.0311952 | val_loss: 0.0311879 | Time: 2831.28 ms [2021-11-08 18:13:36 main:581] : INFO : Epoch 1757 | loss: 0.0311876 | val_loss: 0.0311841 | Time: 2860.65 ms [2021-11-08 18:13:38 main:581] : INFO : Epoch 1758 | loss: 0.0311907 | val_loss: 0.0311893 | Time: 2661.81 ms [2021-11-08 18:13:41 main:581] : INFO : Epoch 1759 | loss: 0.0311939 | val_loss: 0.0311864 | Time: 2695.27 ms [2021-11-08 18:13:44 main:581] : INFO : Epoch 1760 | loss: 0.0311881 | val_loss: 0.0311828 | Time: 2700.54 ms [2021-11-08 18:13:47 main:581] : INFO : Epoch 1761 | loss: 0.0311833 | val_loss: 0.0311802 | Time: 2867.27 ms [2021-11-08 18:13:50 main:581] : INFO : Epoch 1762 | loss: 0.0311792 | val_loss: 0.0311783 | Time: 2803.23 ms [2021-11-08 18:13:52 main:581] : INFO : Epoch 1763 | loss: 0.0311776 | val_loss: 0.0311745 | Time: 2729.06 ms [2021-11-08 18:13:55 main:581] : INFO : Epoch 1764 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 2748.64 ms [2021-11-08 18:13:58 main:581] : INFO : Epoch 1765 | loss: 0.0311735 | val_loss: 0.0311751 | Time: 2723.65 ms [2021-11-08 18:14:01 main:581] : INFO : Epoch 1766 | loss: 0.0311721 | val_loss: 0.0311737 | Time: 2866.42 ms [2021-11-08 18:14:03 main:581] : INFO : Epoch 1767 | loss: 0.0311714 | val_loss: 0.031172 | Time: 2737.31 ms [2021-11-08 18:14:06 main:581] : INFO : Epoch 1768 | loss: 0.0311748 | val_loss: 0.0311746 | Time: 2763.55 ms [2021-11-08 18:14:09 main:581] : INFO : Epoch 1769 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 2727.78 ms [2021-11-08 18:14:12 main:581] : INFO : Epoch 1770 | loss: 0.0311689 | val_loss: 0.0311725 | Time: 2753.05 ms [2021-11-08 18:14:14 main:581] : INFO : Epoch 1771 | loss: 0.0311676 | val_loss: 0.031173 | Time: 2750.55 ms [2021-11-08 18:14:17 main:581] : INFO : Epoch 1772 | loss: 0.0311682 | val_loss: 0.0311734 | Time: 2837.76 ms [2021-11-08 18:14:20 main:581] : INFO : Epoch 1773 | loss: 0.0311673 | val_loss: 0.0311695 | Time: 2729.34 ms [2021-11-08 18:14:23 main:581] : INFO : Epoch 1774 | loss: 0.0311679 | val_loss: 0.0311686 | Time: 2741.1 ms [2021-11-08 18:14:26 main:581] : INFO : Epoch 1775 | loss: 0.0311673 | val_loss: 0.0311672 | Time: 2852.42 ms [2021-11-08 18:14:28 main:581] : INFO : Epoch 1776 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 2716.74 ms [2021-11-08 18:14:31 main:581] : INFO : Epoch 1777 | loss: 0.0311654 | val_loss: 0.0311698 | Time: 2857.27 ms [2021-11-08 18:14:34 main:581] : INFO : Epoch 1778 | loss: 0.0311641 | val_loss: 0.0311685 | Time: 2800.61 ms [2021-11-08 18:14:37 main:581] : INFO : Epoch 1779 | loss: 0.0311645 | val_loss: 0.031171 | Time: 2758.43 ms [2021-11-08 18:14:39 main:581] : INFO : Epoch 1780 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 2754.94 ms [2021-11-08 18:14:42 main:581] : INFO : Epoch 1781 | loss: 0.0311632 | val_loss: 0.0311688 | Time: 2581.18 ms [2021-11-08 18:14:45 main:581] : INFO : Epoch 1782 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 2733.97 ms [2021-11-08 18:14:47 main:581] : INFO : Epoch 1783 | loss: 0.0311619 | val_loss: 0.0311665 | Time: 2729.42 ms [2021-11-08 18:14:50 main:581] : INFO : Epoch 1784 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 2799.97 ms [2021-11-08 18:14:53 main:581] : INFO : Epoch 1785 | loss: 0.031162 | val_loss: 0.0311708 | Time: 2805.11 ms [2021-11-08 18:14:56 main:581] : INFO : Epoch 1786 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 2753.72 ms [2021-11-08 18:14:59 main:581] : INFO : Epoch 1787 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 2815.5 ms [2021-11-08 18:15:01 main:581] : INFO : Epoch 1788 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 2748.87 ms [2021-11-08 18:15:04 main:581] : INFO : Epoch 1789 | loss: 0.0311629 | val_loss: 0.0311679 | Time: 2769.89 ms [2021-11-08 18:15:07 main:581] : INFO : Epoch 1790 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 2815.42 ms [2021-11-08 18:15:10 main:581] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 2773.62 ms [2021-11-08 18:15:13 main:581] : INFO : Epoch 1792 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 2784.94 ms [2021-11-08 18:15:15 main:581] : INFO : Epoch 1793 | loss: 0.0311606 | val_loss: 0.031166 | Time: 2822.38 ms [2021-11-08 18:15:18 main:581] : INFO : Epoch 1794 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 2784.85 ms [2021-11-08 18:15:21 main:581] : INFO : Epoch 1795 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 2809.84 ms [2021-11-08 18:15:24 main:581] : INFO : Epoch 1796 | loss: 0.0311618 | val_loss: 0.0311688 | Time: 2669.11 ms [2021-11-08 18:15:26 main:581] : INFO : Epoch 1797 | loss: 0.031159 | val_loss: 0.0311672 | Time: 2705.05 ms [2021-11-08 18:15:29 main:581] : INFO : Epoch 1798 | loss: 0.0311598 | val_loss: 0.0311655 | Time: 2737.09 ms [2021-11-08 18:15:32 main:581] : INFO : Epoch 1799 | loss: 0.0311656 | val_loss: 0.0311748 | Time: 2743.58 ms [2021-11-08 18:15:35 main:581] : INFO : Epoch 1800 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 2797.28 ms [2021-11-08 18:15:37 main:581] : INFO : Epoch 1801 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 2700.76 ms [2021-11-08 18:15:40 main:581] : INFO : Epoch 1802 | loss: 0.031165 | val_loss: 0.0311686 | Time: 2825.36 ms [2021-11-08 18:15:43 main:581] : INFO : Epoch 1803 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 2746.08 ms [2021-11-08 18:15:46 main:581] : INFO : Epoch 1804 | loss: 0.0311638 | val_loss: 0.0311694 | Time: 2873.93 ms [2021-11-08 18:15:49 main:581] : INFO : Epoch 1805 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 2786.72 ms [2021-11-08 18:15:51 main:581] : INFO : Epoch 1806 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 2844.41 ms [2021-11-08 18:15:54 main:581] : INFO : Epoch 1807 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 2807.44 ms [2021-11-08 18:15:57 main:581] : INFO : Epoch 1808 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 2845.61 ms [2021-11-08 18:16:00 main:581] : INFO : Epoch 1809 | loss: 0.0311583 | val_loss: 0.0311661 | Time: 2754.8 ms [2021-11-08 18:16:02 main:581] : INFO : Epoch 1810 | loss: 0.0311585 | val_loss: 0.0311679 | Time: 2683.73 ms [2021-11-08 18:16:05 main:581] : INFO : Epoch 1811 | loss: 0.03116 | val_loss: 0.0311662 | Time: 2783.92 ms [2021-11-08 18:16:08 main:581] : INFO : Epoch 1812 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 2767.14 ms [2021-11-08 18:16:11 main:581] : INFO : Epoch 1813 | loss: 0.0311577 | val_loss: 0.0311641 | Time: 2844.49 ms [2021-11-08 18:16:14 main:581] : INFO : Epoch 1814 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 2751.22 ms [2021-11-08 18:16:16 main:581] : INFO : Epoch 1815 | loss: 0.0311575 | val_loss: 0.031166 | Time: 2766.77 ms [2021-11-08 18:16:19 main:581] : INFO : Epoch 1816 | loss: 0.031156 | val_loss: 0.0311657 | Time: 2749.25 ms [2021-11-08 18:16:22 main:581] : INFO : Epoch 1817 | loss: 0.031156 | val_loss: 0.0311669 | Time: 2781.75 ms [2021-11-08 18:16:25 main:581] : INFO : Epoch 1818 | loss: 0.0311573 | val_loss: 0.0311676 | Time: 2799.39 ms [2021-11-08 18:16:27 main:581] : INFO : Epoch 1819 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 2658.47 ms [2021-11-08 18:16:30 main:581] : INFO : Epoch 1820 | loss: 0.031155 | val_loss: 0.0311635 | Time: 2715.54 ms [2021-11-08 18:16:33 main:581] : INFO : Epoch 1821 | loss: 0.0311563 | val_loss: 0.031166 | Time: 2753.88 ms [2021-11-08 18:16:35 main:581] : INFO : Epoch 1822 | loss: 0.0311546 | val_loss: 0.0311645 | Time: 2651.27 ms [2021-11-08 18:16:38 main:581] : INFO : Epoch 1823 | loss: 0.0311539 | val_loss: 0.0311631 | Time: 2686.16 ms [2021-11-08 18:16:41 main:581] : INFO : Epoch 1824 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 2719.72 ms [2021-11-08 18:16:43 main:581] : INFO : Epoch 1825 | loss: 0.0311529 | val_loss: 0.031162 | Time: 2509.31 ms [2021-11-08 18:16:46 main:581] : INFO : Epoch 1826 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 2772.43 ms [2021-11-08 18:16:49 main:581] : INFO : Epoch 1827 | loss: 0.0311528 | val_loss: 0.0311634 | Time: 2752.93 ms [2021-11-08 18:16:52 main:581] : INFO : Epoch 1828 | loss: 0.0311523 | val_loss: 0.0311632 | Time: 2675.36 ms [2021-11-08 18:16:54 main:581] : INFO : Epoch 1829 | loss: 0.0311521 | val_loss: 0.0311632 | Time: 2798.07 ms [2021-11-08 18:16:57 main:581] : INFO : Epoch 1830 | loss: 0.0311514 | val_loss: 0.0311625 | Time: 2686.79 ms [2021-11-08 18:17:00 main:581] : INFO : Epoch 1831 | loss: 0.0311509 | val_loss: 0.0311655 | Time: 2706.41 ms [2021-11-08 18:17:02 main:581] : INFO : Epoch 1832 | loss: 0.0311519 | val_loss: 0.0311626 | Time: 2675.95 ms [2021-11-08 18:17:05 main:581] : INFO : Epoch 1833 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 2810.97 ms [2021-11-08 18:17:08 main:581] : INFO : Epoch 1834 | loss: 0.031152 | val_loss: 0.0311639 | Time: 2673.81 ms [2021-11-08 18:17:11 main:581] : INFO : Epoch 1835 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 2779.31 ms [2021-11-08 18:17:13 main:581] : INFO : Epoch 1836 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 2608.77 ms [2021-11-08 18:17:16 main:581] : INFO : Epoch 1837 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 2701.13 ms [2021-11-08 18:17:19 main:581] : INFO : Epoch 1838 | loss: 0.0311523 | val_loss: 0.031162 | Time: 2709.21 ms [2021-11-08 18:17:21 main:581] : INFO : Epoch 1839 | loss: 0.0311524 | val_loss: 0.0311639 | Time: 2694.76 ms [2021-11-08 18:17:24 main:581] : INFO : Epoch 1840 | loss: 0.0311529 | val_loss: 0.0311624 | Time: 2799.34 ms [2021-11-08 18:17:27 main:581] : INFO : Epoch 1841 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 2569.94 ms [2021-11-08 18:17:29 main:581] : INFO : Epoch 1842 | loss: 0.0311536 | val_loss: 0.0311623 | Time: 2638.06 ms [2021-11-08 18:17:32 main:581] : INFO : Epoch 1843 | loss: 0.0311513 | val_loss: 0.0311634 | Time: 2698.38 ms [2021-11-08 18:17:35 main:581] : INFO : Epoch 1844 | loss: 0.0311498 | val_loss: 0.0311678 | Time: 2635.97 ms [2021-11-08 18:17:38 main:581] : INFO : Epoch 1845 | loss: 0.0311495 | val_loss: 0.0311623 | Time: 2713.98 ms [2021-11-08 18:17:40 main:581] : INFO : Epoch 1846 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 2774.16 ms [2021-11-08 18:17:43 main:581] : INFO : Epoch 1847 | loss: 0.0311492 | val_loss: 0.0311618 | Time: 2731.69 ms [2021-11-08 18:17:46 main:581] : INFO : Epoch 1848 | loss: 0.031148 | val_loss: 0.0311612 | Time: 2868.05 ms [2021-11-08 18:17:49 main:581] : INFO : Epoch 1849 | loss: 0.0311477 | val_loss: 0.0311664 | Time: 2768.48 ms [2021-11-08 18:17:51 main:581] : INFO : Epoch 1850 | loss: 0.0311472 | val_loss: 0.0311617 | Time: 2703.5 ms [2021-11-08 18:17:54 main:581] : INFO : Epoch 1851 | loss: 0.0311476 | val_loss: 0.0311627 | Time: 2636.93 ms [2021-11-08 18:17:57 main:581] : INFO : Epoch 1852 | loss: 0.0311483 | val_loss: 0.0311625 | Time: 2822 ms [2021-11-08 18:18:00 main:581] : INFO : Epoch 1853 | loss: 0.0311492 | val_loss: 0.031162 | Time: 2726.03 ms [2021-11-08 18:18:02 main:581] : INFO : Epoch 1854 | loss: 0.0311495 | val_loss: 0.0311592 | Time: 2783.77 ms [2021-11-08 18:18:05 main:581] : INFO : Epoch 1855 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 2697.02 ms [2021-11-08 18:18:08 main:581] : INFO : Epoch 1856 | loss: 0.031151 | val_loss: 0.0311636 | Time: 2829.07 ms [2021-11-08 18:18:11 main:581] : INFO : Epoch 1857 | loss: 0.0311504 | val_loss: 0.0311624 | Time: 2784.46 ms [2021-11-08 18:18:13 main:581] : INFO : Epoch 1858 | loss: 0.0311529 | val_loss: 0.031166 | Time: 2809.24 ms [2021-11-08 18:18:16 main:581] : INFO : Epoch 1859 | loss: 0.031156 | val_loss: 0.031165 | Time: 2803.4 ms [2021-11-08 18:18:19 main:581] : INFO : Epoch 1860 | loss: 0.0311564 | val_loss: 0.0311673 | Time: 2694.21 ms [2021-11-08 18:18:22 main:581] : INFO : Epoch 1861 | loss: 0.031155 | val_loss: 0.0311666 | Time: 2763.89 ms [2021-11-08 18:18:25 main:581] : INFO : Epoch 1862 | loss: 0.0311544 | val_loss: 0.0311669 | Time: 2769.54 ms [2021-11-08 18:18:27 main:581] : INFO : Epoch 1863 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 2771.99 ms [2021-11-08 18:18:30 main:581] : INFO : Epoch 1864 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 2689.88 ms [2021-11-08 18:18:33 main:581] : INFO : Epoch 1865 | loss: 0.031152 | val_loss: 0.0311656 | Time: 2787.2 ms [2021-11-08 18:18:36 main:581] : INFO : Epoch 1866 | loss: 0.0311517 | val_loss: 0.0311653 | Time: 2832.56 ms [2021-11-08 18:18:38 main:581] : INFO : Epoch 1867 | loss: 0.031152 | val_loss: 0.0311654 | Time: 2808.79 ms [2021-11-08 18:18:41 main:581] : INFO : Epoch 1868 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 2753.2 ms [2021-11-08 18:18:44 main:581] : INFO : Epoch 1869 | loss: 0.0311536 | val_loss: 0.0311674 | Time: 2815.77 ms [2021-11-08 18:18:47 main:581] : INFO : Epoch 1870 | loss: 0.0311531 | val_loss: 0.031168 | Time: 2700.38 ms [2021-11-08 18:18:49 main:581] : INFO : Epoch 1871 | loss: 0.0311502 | val_loss: 0.031167 | Time: 2827.58 ms [2021-11-08 18:18:52 main:581] : INFO : Epoch 1872 | loss: 0.0311504 | val_loss: 0.0311648 | Time: 2654.16 ms [2021-11-08 18:18:55 main:581] : INFO : Epoch 1873 | loss: 0.0311499 | val_loss: 0.0311661 | Time: 2803.71 ms [2021-11-08 18:18:58 main:581] : INFO : Epoch 1874 | loss: 0.03115 | val_loss: 0.0311654 | Time: 2864.04 ms [2021-11-08 18:19:01 main:581] : INFO : Epoch 1875 | loss: 0.0311512 | val_loss: 0.0311647 | Time: 2856.27 ms [2021-11-08 18:19:03 main:581] : INFO : Epoch 1876 | loss: 0.0311482 | val_loss: 0.0311676 | Time: 2761.1 ms [2021-11-08 18:19:06 main:581] : INFO : Epoch 1877 | loss: 0.0311481 | val_loss: 0.0311645 | Time: 2864.28 ms [2021-11-08 18:19:09 main:581] : INFO : Epoch 1878 | loss: 0.0311473 | val_loss: 0.0311679 | Time: 2809.19 ms [2021-11-08 18:19:12 main:581] : INFO : Epoch 1879 | loss: 0.0311483 | val_loss: 0.0311644 | Time: 2810.55 ms [2021-11-08 18:19:15 main:581] : INFO : Epoch 1880 | loss: 0.0311469 | val_loss: 0.0311662 | Time: 2811.21 ms [2021-11-08 18:19:18 main:581] : INFO : Epoch 1881 | loss: 0.0311479 | val_loss: 0.031171 | Time: 2817.01 ms [2021-11-08 18:19:20 main:581] : INFO : Epoch 1882 | loss: 0.0311471 | val_loss: 0.0311669 | Time: 2811.5 ms [2021-11-08 18:19:23 main:581] : INFO : Epoch 1883 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 2755.35 ms [2021-11-08 18:19:26 main:581] : INFO : Epoch 1884 | loss: 0.031148 | val_loss: 0.0311694 | Time: 2765.38 ms [2021-11-08 18:19:29 main:581] : INFO : Epoch 1885 | loss: 0.0311473 | val_loss: 0.031167 | Time: 2793.34 ms [2021-11-08 18:19:31 main:581] : INFO : Epoch 1886 | loss: 0.0311478 | val_loss: 0.0311671 | Time: 2820.2 ms [2021-11-08 18:19:34 main:581] : INFO : Epoch 1887 | loss: 0.0311463 | val_loss: 0.0311663 | Time: 2746.12 ms [2021-11-08 18:19:37 main:581] : INFO : Epoch 1888 | loss: 0.0311458 | val_loss: 0.0311681 | Time: 2857.37 ms [2021-11-08 18:19:40 main:581] : INFO : Epoch 1889 | loss: 0.0311456 | val_loss: 0.0311656 | Time: 2758.36 ms [2021-11-08 18:19:43 main:581] : INFO : Epoch 1890 | loss: 0.0311468 | val_loss: 0.0311658 | Time: 2730.9 ms [2021-11-08 18:19:45 main:581] : INFO : Epoch 1891 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 2830.38 ms [2021-11-08 18:19:48 main:581] : INFO : Epoch 1892 | loss: 0.0311488 | val_loss: 0.0311724 | Time: 2761.73 ms [2021-11-08 18:19:51 main:581] : INFO : Epoch 1893 | loss: 0.0311463 | val_loss: 0.0311674 | Time: 2767.39 ms [2021-11-08 18:19:54 main:581] : INFO : Epoch 1894 | loss: 0.0311465 | val_loss: 0.0311715 | Time: 2755.35 ms [2021-11-08 18:19:57 main:581] : INFO : Epoch 1895 | loss: 0.0311456 | val_loss: 0.0311743 | Time: 2789.61 ms [2021-11-08 18:19:59 main:581] : INFO : Epoch 1896 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 2603.93 ms [2021-11-08 18:20:02 main:581] : INFO : Epoch 1897 | loss: 0.0311458 | val_loss: 0.0311693 | Time: 2812.25 ms [2021-11-08 18:20:05 main:581] : INFO : Epoch 1898 | loss: 0.0311463 | val_loss: 0.0311696 | Time: 2809.29 ms [2021-11-08 18:20:08 main:581] : INFO : Epoch 1899 | loss: 0.031147 | val_loss: 0.0311687 | Time: 2799.28 ms [2021-11-08 18:20:10 main:581] : INFO : Epoch 1900 | loss: 0.0311477 | val_loss: 0.0311695 | Time: 2759.2 ms [2021-11-08 18:20:13 main:581] : INFO : Epoch 1901 | loss: 0.0311507 | val_loss: 0.0311714 | Time: 2812.1 ms [2021-11-08 18:20:16 main:581] : INFO : Epoch 1902 | loss: 0.0311492 | val_loss: 0.03117 | Time: 2829.5 ms [2021-11-08 18:20:19 main:581] : INFO : Epoch 1903 | loss: 0.0311476 | val_loss: 0.0311681 | Time: 2694.5 ms [2021-11-08 18:20:21 main:581] : INFO : Epoch 1904 | loss: 0.031147 | val_loss: 0.031168 | Time: 2850.91 ms [2021-11-08 18:20:24 main:581] : INFO : Epoch 1905 | loss: 0.0311477 | val_loss: 0.0311699 | Time: 2709.74 ms [2021-11-08 18:20:27 main:581] : INFO : Epoch 1906 | loss: 0.0311489 | val_loss: 0.0311698 | Time: 2742.56 ms [2021-11-08 18:20:30 main:581] : INFO : Epoch 1907 | loss: 0.0311501 | val_loss: 0.0311707 | Time: 2793.37 ms [2021-11-08 18:20:32 main:581] : INFO : Epoch 1908 | loss: 0.0311482 | val_loss: 0.0311697 | Time: 2742.64 ms [2021-11-08 18:20:35 main:581] : INFO : Epoch 1909 | loss: 0.0311476 | val_loss: 0.0311695 | Time: 2814.64 ms [2021-11-08 18:20:38 main:581] : INFO : Epoch 1910 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 2662.89 ms [2021-11-08 18:20:41 main:581] : INFO : Epoch 1911 | loss: 0.0311472 | val_loss: 0.0311747 | Time: 2706.44 ms [2021-11-08 18:20:43 main:581] : INFO : Epoch 1912 | loss: 0.031148 | val_loss: 0.0311718 | Time: 2647.41 ms [2021-11-08 18:20:46 main:581] : INFO : Epoch 1913 | loss: 0.0311468 | val_loss: 0.0311704 | Time: 2857.83 ms [2021-11-08 18:20:49 main:581] : INFO : Epoch 1914 | loss: 0.0311453 | val_loss: 0.0311678 | Time: 2766.18 ms [2021-11-08 18:20:52 main:581] : INFO : Epoch 1915 | loss: 0.031147 | val_loss: 0.0311704 | Time: 2858.96 ms [2021-11-08 18:20:55 main:581] : INFO : Epoch 1916 | loss: 0.0311489 | val_loss: 0.0311677 | Time: 2816.45 ms [2021-11-08 18:20:57 main:581] : INFO : Epoch 1917 | loss: 0.0311469 | val_loss: 0.0311658 | Time: 2840.96 ms [2021-11-08 18:21:00 main:581] : INFO : Epoch 1918 | loss: 0.0311456 | val_loss: 0.0311679 | Time: 2836.81 ms [2021-11-08 18:21:03 main:581] : INFO : Epoch 1919 | loss: 0.031146 | val_loss: 0.0311704 | Time: 2822.9 ms [2021-11-08 18:21:06 main:581] : INFO : Epoch 1920 | loss: 0.0311512 | val_loss: 0.0311712 | Time: 2784.29 ms [2021-11-08 18:21:09 main:581] : INFO : Epoch 1921 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 2639.49 ms [2021-11-08 18:21:11 main:581] : INFO : Epoch 1922 | loss: 0.0311496 | val_loss: 0.0311658 | Time: 2850.31 ms [2021-11-08 18:21:14 main:581] : INFO : Epoch 1923 | loss: 0.0311467 | val_loss: 0.0311662 | Time: 2824.16 ms [2021-11-08 18:21:17 main:581] : INFO : Epoch 1924 | loss: 0.0311459 | val_loss: 0.0311685 | Time: 2807.07 ms [2021-11-08 18:21:20 main:581] : INFO : Epoch 1925 | loss: 0.031145 | val_loss: 0.0311687 | Time: 2725.59 ms [2021-11-08 18:21:23 main:581] : INFO : Epoch 1926 | loss: 0.0311487 | val_loss: 0.0311692 | Time: 2782.25 ms [2021-11-08 18:21:25 main:581] : INFO : Epoch 1927 | loss: 0.0311499 | val_loss: 0.031176 | Time: 2785.12 ms [2021-11-08 18:21:28 main:581] : INFO : Epoch 1928 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 2816.14 ms [2021-11-08 18:21:31 main:581] : INFO : Epoch 1929 | loss: 0.0311458 | val_loss: 0.0311682 | Time: 2842.77 ms [2021-11-08 18:21:34 main:581] : INFO : Epoch 1930 | loss: 0.0311447 | val_loss: 0.0311674 | Time: 2798.43 ms [2021-11-08 18:21:37 main:581] : INFO : Epoch 1931 | loss: 0.0311466 | val_loss: 0.0311658 | Time: 2861.59 ms [2021-11-08 18:21:39 main:581] : INFO : Epoch 1932 | loss: 0.0311446 | val_loss: 0.0311682 | Time: 2766.85 ms [2021-11-08 18:21:42 main:581] : INFO : Epoch 1933 | loss: 0.0311456 | val_loss: 0.0311691 | Time: 2847.83 ms [2021-11-08 18:21:45 main:581] : INFO : Epoch 1934 | loss: 0.0311439 | val_loss: 0.0311707 | Time: 2699.99 ms [2021-11-08 18:21:48 main:581] : INFO : Epoch 1935 | loss: 0.0311416 | val_loss: 0.0311737 | Time: 2690.81 ms [2021-11-08 18:21:50 main:581] : INFO : Epoch 1936 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 2689.73 ms [2021-11-08 18:21:53 main:581] : INFO : Epoch 1937 | loss: 0.0311447 | val_loss: 0.0311822 | Time: 2761.03 ms [2021-11-08 18:21:56 main:581] : INFO : Epoch 1938 | loss: 0.031147 | val_loss: 0.0311745 | Time: 2784.13 ms [2021-11-08 18:21:59 main:581] : INFO : Epoch 1939 | loss: 0.0311486 | val_loss: 0.0311786 | Time: 2778.08 ms [2021-11-08 18:22:01 main:581] : INFO : Epoch 1940 | loss: 0.0311472 | val_loss: 0.031175 | Time: 2744 ms [2021-11-08 18:22:04 main:581] : INFO : Epoch 1941 | loss: 0.0311491 | val_loss: 0.0311692 | Time: 2791.84 ms [2021-11-08 18:22:07 main:581] : INFO : Epoch 1942 | loss: 0.0311465 | val_loss: 0.0311792 | Time: 2802.12 ms [2021-11-08 18:22:10 main:581] : INFO : Epoch 1943 | loss: 0.0311454 | val_loss: 0.0311693 | Time: 2691.06 ms [2021-11-08 18:22:13 main:581] : INFO : Epoch 1944 | loss: 0.0311467 | val_loss: 0.031171 | Time: 2830.34 ms [2021-11-08 18:22:15 main:581] : INFO : Epoch 1945 | loss: 0.0311445 | val_loss: 0.0311711 | Time: 2812.18 ms [2021-11-08 18:22:18 main:581] : INFO : Epoch 1946 | loss: 0.0311451 | val_loss: 0.0311704 | Time: 2752.68 ms [2021-11-08 18:22:21 main:581] : INFO : Epoch 1947 | loss: 0.0311439 | val_loss: 0.0311693 | Time: 2838.59 ms [2021-11-08 18:22:24 main:581] : INFO : Epoch 1948 | loss: 0.0311447 | val_loss: 0.031172 | Time: 2812.26 ms [2021-11-08 18:22:27 main:581] : INFO : Epoch 1949 | loss: 0.0311462 | val_loss: 0.0311689 | Time: 2836.51 ms [2021-11-08 18:22:29 main:581] : INFO : Epoch 1950 | loss: 0.0311468 | val_loss: 0.0311681 | Time: 2806.12 ms [2021-11-08 18:22:32 main:581] : INFO : Epoch 1951 | loss: 0.0311466 | val_loss: 0.0311671 | Time: 2712.84 ms [2021-11-08 18:22:35 main:581] : INFO : Epoch 1952 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 2750.81 ms [2021-11-08 18:22:38 main:581] : INFO : Epoch 1953 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 2700.65 ms [2021-11-08 18:22:40 main:581] : INFO : Epoch 1954 | loss: 0.0311646 | val_loss: 0.0311704 | Time: 2793.62 ms [2021-11-08 18:22:43 main:581] : INFO : Epoch 1955 | loss: 0.0311636 | val_loss: 0.031168 | Time: 2722.17 ms [2021-11-08 18:22:46 main:581] : INFO : Epoch 1956 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 2825.48 ms [2021-11-08 18:22:49 main:581] : INFO : Epoch 1957 | loss: 0.0311619 | val_loss: 0.0311668 | Time: 2695.05 ms [2021-11-08 18:22:51 main:581] : INFO : Epoch 1958 | loss: 0.0311621 | val_loss: 0.0311639 | Time: 2776.91 ms [2021-11-08 18:22:54 main:581] : INFO : Epoch 1959 | loss: 0.0311584 | val_loss: 0.0311632 | Time: 2647.08 ms [2021-11-08 18:22:57 main:581] : INFO : Epoch 1960 | loss: 0.0311571 | val_loss: 0.0311616 | Time: 2847.31 ms [2021-11-08 18:23:00 main:581] : INFO : Epoch 1961 | loss: 0.0311557 | val_loss: 0.0311604 | Time: 2751.3 ms [2021-11-08 18:23:02 main:581] : INFO : Epoch 1962 | loss: 0.0311546 | val_loss: 0.0311592 | Time: 2720.98 ms [2021-11-08 18:23:05 main:581] : INFO : Epoch 1963 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 2820.2 ms [2021-11-08 18:23:08 main:581] : INFO : Epoch 1964 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 2784.27 ms [2021-11-08 18:23:11 main:581] : INFO : Epoch 1965 | loss: 0.03116 | val_loss: 0.0311629 | Time: 2838.1 ms [2021-11-08 18:23:14 main:581] : INFO : Epoch 1966 | loss: 0.0311571 | val_loss: 0.0311613 | Time: 2761.86 ms [2021-11-08 18:23:16 main:581] : INFO : Epoch 1967 | loss: 0.0311546 | val_loss: 0.0311622 | Time: 2814.68 ms [2021-11-08 18:23:19 main:581] : INFO : Epoch 1968 | loss: 0.0311535 | val_loss: 0.0311596 | Time: 2711.49 ms [2021-11-08 18:23:22 main:581] : INFO : Epoch 1969 | loss: 0.0311517 | val_loss: 0.0311589 | Time: 2863.45 ms [2021-11-08 18:23:25 main:581] : INFO : Epoch 1970 | loss: 0.031154 | val_loss: 0.0311625 | Time: 2751.69 ms [2021-11-08 18:23:27 main:581] : INFO : Epoch 1971 | loss: 0.0311531 | val_loss: 0.03116 | Time: 2774.66 ms [2021-11-08 18:23:30 main:581] : INFO : Epoch 1972 | loss: 0.0311731 | val_loss: 0.0311684 | Time: 2797.12 ms [2021-11-08 18:23:33 main:581] : INFO : Epoch 1973 | loss: 0.0311669 | val_loss: 0.0311646 | Time: 2749.15 ms [2021-11-08 18:23:36 main:581] : INFO : Epoch 1974 | loss: 0.0311615 | val_loss: 0.0311587 | Time: 2828.4 ms [2021-11-08 18:23:39 main:581] : INFO : Epoch 1975 | loss: 0.0311571 | val_loss: 0.0311587 | Time: 2680.41 ms [2021-11-08 18:23:41 main:581] : INFO : Epoch 1976 | loss: 0.031156 | val_loss: 0.0311597 | Time: 2774.76 ms [2021-11-08 18:23:44 main:581] : INFO : Epoch 1977 | loss: 0.0311545 | val_loss: 0.031156 | Time: 2639.83 ms [2021-11-08 18:23:47 main:581] : INFO : Epoch 1978 | loss: 0.0311585 | val_loss: 0.0311646 | Time: 2866.15 ms [2021-11-08 18:23:50 main:581] : INFO : Epoch 1979 | loss: 0.0311573 | val_loss: 0.0311578 | Time: 2732.11 ms [2021-11-08 18:23:52 main:581] : INFO : Epoch 1980 | loss: 0.0311527 | val_loss: 0.0311554 | Time: 2731.29 ms [2021-11-08 18:23:55 main:581] : INFO : Epoch 1981 | loss: 0.0311563 | val_loss: 0.0311591 | Time: 2808.07 ms [2021-11-08 18:23:58 main:581] : INFO : Epoch 1982 | loss: 0.0311532 | val_loss: 0.0311609 | Time: 2748.06 ms [2021-11-08 18:24:01 main:581] : INFO : Epoch 1983 | loss: 0.031152 | val_loss: 0.0311556 | Time: 2833.96 ms [2021-11-08 18:24:03 main:581] : INFO : Epoch 1984 | loss: 0.0311518 | val_loss: 0.0311552 | Time: 2817.34 ms [2021-11-08 18:24:06 main:581] : INFO : Epoch 1985 | loss: 0.031151 | val_loss: 0.0311562 | Time: 2871.66 ms [2021-11-08 18:24:09 main:581] : INFO : Epoch 1986 | loss: 0.0311493 | val_loss: 0.0311566 | Time: 2673.85 ms [2021-11-08 18:24:12 main:581] : INFO : Epoch 1987 | loss: 0.031149 | val_loss: 0.031155 | Time: 2782.68 ms [2021-11-08 18:24:15 main:581] : INFO : Epoch 1988 | loss: 0.0311484 | val_loss: 0.0311561 | Time: 2789.79 ms [2021-11-08 18:24:17 main:581] : INFO : Epoch 1989 | loss: 0.03115 | val_loss: 0.0311575 | Time: 2849.62 ms [2021-11-08 18:24:20 main:581] : INFO : Epoch 1990 | loss: 0.0311503 | val_loss: 0.0311574 | Time: 2818.5 ms [2021-11-08 18:24:23 main:581] : INFO : Epoch 1991 | loss: 0.0311501 | val_loss: 0.0311576 | Time: 2827.82 ms [2021-11-08 18:24:26 main:581] : INFO : Epoch 1992 | loss: 0.0311496 | val_loss: 0.0311546 | Time: 2744.23 ms [2021-11-08 18:24:29 main:581] : INFO : Epoch 1993 | loss: 0.0311493 | val_loss: 0.0311551 | Time: 2752.38 ms [2021-11-08 18:24:31 main:581] : INFO : Epoch 1994 | loss: 0.0311497 | val_loss: 0.0311551 | Time: 2775.59 ms [2021-11-08 18:24:34 main:581] : INFO : Epoch 1995 | loss: 0.0311489 | val_loss: 0.0311577 | Time: 2801.69 ms [2021-11-08 18:24:37 main:581] : INFO : Epoch 1996 | loss: 0.031149 | val_loss: 0.031157 | Time: 2691.55 ms [2021-11-08 18:24:40 main:581] : INFO : Epoch 1997 | loss: 0.0311465 | val_loss: 0.0311588 | Time: 2730.09 ms [2021-11-08 18:24:42 main:581] : INFO : Epoch 1998 | loss: 0.0311481 | val_loss: 0.0311543 | Time: 2504.34 ms [2021-11-08 18:24:45 main:581] : INFO : Epoch 1999 | loss: 0.0311494 | val_loss: 0.0311543 | Time: 2754.38 ms [2021-11-08 18:24:48 main:581] : INFO : Epoch 2000 | loss: 0.031145 | val_loss: 0.0311524 | Time: 2817.56 ms [2021-11-08 18:24:50 main:581] : INFO : Epoch 2001 | loss: 0.0311442 | val_loss: 0.0311531 | Time: 2691.09 ms [2021-11-08 18:24:53 main:581] : INFO : Epoch 2002 | loss: 0.0311423 | val_loss: 0.0311518 | Time: 2678.32 ms [2021-11-08 18:24:56 main:581] : INFO : Epoch 2003 | loss: 0.0311427 | val_loss: 0.031155 | Time: 2612.9 ms [2021-11-08 18:24:58 main:581] : INFO : Epoch 2004 | loss: 0.0311428 | val_loss: 0.0311572 | Time: 2778.4 ms [2021-11-08 18:25:01 main:581] : INFO : Epoch 2005 | loss: 0.0311469 | val_loss: 0.0311572 | Time: 2860.61 ms [2021-11-08 18:25:04 main:581] : INFO : Epoch 2006 | loss: 0.0311494 | val_loss: 0.0311548 | Time: 2640 ms [2021-11-08 18:25:07 main:581] : INFO : Epoch 2007 | loss: 0.031146 | val_loss: 0.0311588 | Time: 2750.78 ms [2021-11-08 18:25:09 main:581] : INFO : Epoch 2008 | loss: 0.0311438 | val_loss: 0.031157 | Time: 2801.07 ms [2021-11-08 18:25:12 main:581] : INFO : Epoch 2009 | loss: 0.0311435 | val_loss: 0.031153 | Time: 2659.22 ms [2021-11-08 18:25:15 main:581] : INFO : Epoch 2010 | loss: 0.0311419 | val_loss: 0.0311557 | Time: 2714.3 ms [2021-11-08 18:25:17 main:581] : INFO : Epoch 2011 | loss: 0.0311422 | val_loss: 0.0311546 | Time: 2576.06 ms [2021-11-08 18:25:20 main:581] : INFO : Epoch 2012 | loss: 0.031142 | val_loss: 0.0311541 | Time: 2703.52 ms [2021-11-08 18:25:23 main:581] : INFO : Epoch 2013 | loss: 0.0311441 | val_loss: 0.0311624 | Time: 2838.18 ms [2021-11-08 18:25:26 main:581] : INFO : Epoch 2014 | loss: 0.0311446 | val_loss: 0.0311602 | Time: 2649.83 ms [2021-11-08 18:25:28 main:581] : INFO : Epoch 2015 | loss: 0.0311464 | val_loss: 0.0311649 | Time: 2814.29 ms [2021-11-08 18:25:31 main:581] : INFO : Epoch 2016 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 2722.46 ms [2021-11-08 18:25:34 main:581] : INFO : Epoch 2017 | loss: 0.0311525 | val_loss: 0.0311608 | Time: 2696.33 ms [2021-11-08 18:25:37 main:581] : INFO : Epoch 2018 | loss: 0.031147 | val_loss: 0.0311584 | Time: 2788.19 ms [2021-11-08 18:25:39 main:581] : INFO : Epoch 2019 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 2706.63 ms [2021-11-08 18:25:42 main:581] : INFO : Epoch 2020 | loss: 0.0311614 | val_loss: 0.0311636 | Time: 2737.26 ms [2021-11-08 18:25:45 main:581] : INFO : Epoch 2021 | loss: 0.0311587 | val_loss: 0.0311592 | Time: 2824.34 ms [2021-11-08 18:25:48 main:581] : INFO : Epoch 2022 | loss: 0.0311583 | val_loss: 0.0311607 | Time: 2787.83 ms [2021-11-08 18:25:50 main:581] : INFO : Epoch 2023 | loss: 0.0311565 | val_loss: 0.031157 | Time: 2787.03 ms [2021-11-08 18:25:53 main:581] : INFO : Epoch 2024 | loss: 0.0311563 | val_loss: 0.0311603 | Time: 2746.35 ms [2021-11-08 18:25:56 main:581] : INFO : Epoch 2025 | loss: 0.0311543 | val_loss: 0.03116 | Time: 2815.21 ms [2021-11-08 18:25:59 main:581] : INFO : Epoch 2026 | loss: 0.0311536 | val_loss: 0.0311566 | Time: 2756.71 ms [2021-11-08 18:26:01 main:581] : INFO : Epoch 2027 | loss: 0.0311529 | val_loss: 0.0311582 | Time: 2680 ms [2021-11-08 18:26:04 main:581] : INFO : Epoch 2028 | loss: 0.0311517 | val_loss: 0.0311598 | Time: 2818.32 ms [2021-11-08 18:26:07 main:581] : INFO : Epoch 2029 | loss: 0.0311521 | val_loss: 0.0311645 | Time: 2788.92 ms [2021-11-08 18:26:10 main:581] : INFO : Epoch 2030 | loss: 0.0311529 | val_loss: 0.0311608 | Time: 2829.73 ms [2021-11-08 18:26:13 main:581] : INFO : Epoch 2031 | loss: 0.0311525 | val_loss: 0.0311607 | Time: 2863.6 ms [2021-11-08 18:26:16 main:581] : INFO : Epoch 2032 | loss: 0.0311534 | val_loss: 0.0311633 | Time: 2745.03 ms [2021-11-08 18:26:18 main:581] : INFO : Epoch 2033 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 2740.28 ms [2021-11-08 18:26:21 main:581] : INFO : Epoch 2034 | loss: 0.031159 | val_loss: 0.0311629 | Time: 2787.71 ms [2021-11-08 18:26:24 main:581] : INFO : Epoch 2035 | loss: 0.0311586 | val_loss: 0.0311609 | Time: 2729.29 ms [2021-11-08 18:26:27 main:581] : INFO : Epoch 2036 | loss: 0.0311572 | val_loss: 0.0311626 | Time: 2776.65 ms [2021-11-08 18:26:29 main:581] : INFO : Epoch 2037 | loss: 0.0311589 | val_loss: 0.0311621 | Time: 2805.55 ms [2021-11-08 18:26:32 main:581] : INFO : Epoch 2038 | loss: 0.0311535 | val_loss: 0.0311613 | Time: 2840.53 ms [2021-11-08 18:26:35 main:581] : INFO : Epoch 2039 | loss: 0.0311538 | val_loss: 0.0311567 | Time: 2798.49 ms [2021-11-08 18:26:38 main:581] : INFO : Epoch 2040 | loss: 0.0311541 | val_loss: 0.0311566 | Time: 2748.93 ms [2021-11-08 18:26:41 main:581] : INFO : Epoch 2041 | loss: 0.0311534 | val_loss: 0.0311557 | Time: 2786.69 ms [2021-11-08 18:26:43 main:581] : INFO : Epoch 2042 | loss: 0.031151 | val_loss: 0.0311574 | Time: 2847.95 ms [2021-11-08 18:26:46 main:581] : INFO : Epoch 2043 | loss: 0.0311503 | val_loss: 0.0311574 | Time: 2785.9 ms [2021-11-08 18:26:49 main:581] : INFO : Epoch 2044 | loss: 0.0311492 | val_loss: 0.031157 | Time: 2817.87 ms [2021-11-08 18:26:52 main:581] : INFO : Epoch 2045 | loss: 0.0311508 | val_loss: 0.0311661 | Time: 2795.11 ms [2021-11-08 18:26:55 main:581] : INFO : Epoch 2046 | loss: 0.0311785 | val_loss: 0.0311761 | Time: 2791.3 ms [2021-11-08 18:26:57 main:581] : INFO : Epoch 2047 | loss: 0.0311833 | val_loss: 0.0311752 | Time: 2790.31 ms [2021-11-08 18:27:00 main:581] : INFO : Epoch 2048 | loss: 0.0311787 | val_loss: 0.0311716 | Time: 2744.87 ms [2021-11-08 18:27:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311716 [2021-11-08 18:27:00 main:610] : INFO : Saving end state to config to file [2021-11-08 18:27:00 main:615] : INFO : Success, exiting.. 18:27:00 (16771): 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)