Task 5549606
| Name | ParityMachine-1625099432-19897-0_0 |
| Workunit | 3398417 |
| Created | 1 Jul 2021, 0:30:34 UTC |
| Sent | 4 Jul 2021, 17:57:16 UTC |
| Report deadline | 12 Jul 2021, 17:57:16 UTC |
| Received | 5 Jul 2021, 0:29:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 35 min 34 sec |
| CPU time | 1 hours 35 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311118 | val_loss: 0.0311703 | Time: 2809.04 ms [2021-07-05 02:06:04 main:574] : INFO : Epoch 1543 | loss: 0.0310993 | val_loss: 0.0313044 | Time: 2814.02 ms [2021-07-05 02:06:07 main:574] : INFO : Epoch 1544 | loss: 0.032199 | val_loss: 0.0328347 | Time: 2803.46 ms [2021-07-05 02:06:10 main:574] : INFO : Epoch 1545 | loss: 0.0324885 | val_loss: 0.0368539 | Time: 2791.78 ms [2021-07-05 02:06:12 main:574] : INFO : Epoch 1546 | loss: 0.0326342 | val_loss: 0.0332645 | Time: 2823.67 ms [2021-07-05 02:06:15 main:574] : INFO : Epoch 1547 | loss: 0.0322537 | val_loss: 0.0313682 | Time: 2816.22 ms [2021-07-05 02:06:18 main:574] : INFO : Epoch 1548 | loss: 0.0313201 | val_loss: 0.0312809 | Time: 2851.51 ms [2021-07-05 02:06:21 main:574] : INFO : Epoch 1549 | loss: 0.0312621 | val_loss: 0.0312538 | Time: 2773.55 ms [2021-07-05 02:06:24 main:574] : INFO : Epoch 1550 | loss: 0.0312512 | val_loss: 0.0312494 | Time: 2726.53 ms [2021-07-05 02:06:26 main:574] : INFO : Epoch 1551 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2701.97 ms [2021-07-05 02:06:29 main:574] : INFO : Epoch 1552 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2754.59 ms [2021-07-05 02:06:32 main:574] : INFO : Epoch 1553 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 2776.91 ms [2021-07-05 02:06:35 main:574] : INFO : Epoch 1554 | loss: 0.031241 | val_loss: 0.0312392 | Time: 2783.34 ms [2021-07-05 02:06:37 main:574] : INFO : Epoch 1555 | loss: 0.0312362 | val_loss: 0.0312333 | Time: 2819.11 ms [2021-07-05 02:06:40 main:574] : INFO : Epoch 1556 | loss: 0.0312295 | val_loss: 0.0312255 | Time: 2810.24 ms [2021-07-05 02:06:43 main:574] : INFO : Epoch 1557 | loss: 0.031221 | val_loss: 0.0312162 | Time: 2757.8 ms [2021-07-05 02:06:46 main:574] : INFO : Epoch 1558 | loss: 0.0312119 | val_loss: 0.0312068 | Time: 2783.27 ms [2021-07-05 02:06:49 main:574] : INFO : Epoch 1559 | loss: 0.031204 | val_loss: 0.0312131 | Time: 2795.61 ms [2021-07-05 02:06:51 main:574] : INFO : Epoch 1560 | loss: 0.0312053 | val_loss: 0.031196 | Time: 2764.07 ms [2021-07-05 02:06:54 main:574] : INFO : Epoch 1561 | loss: 0.0311921 | val_loss: 0.0311913 | Time: 2753.14 ms [2021-07-05 02:06:57 main:574] : INFO : Epoch 1562 | loss: 0.0311821 | val_loss: 0.0311871 | Time: 2829.76 ms [2021-07-05 02:07:00 main:574] : INFO : Epoch 1563 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 2739.66 ms [2021-07-05 02:07:02 main:574] : INFO : Epoch 1564 | loss: 0.0311774 | val_loss: 0.0311759 | Time: 2733.32 ms [2021-07-05 02:07:05 main:574] : INFO : Epoch 1565 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 2720.66 ms [2021-07-05 02:07:08 main:574] : INFO : Epoch 1566 | loss: 0.031161 | val_loss: 0.0311682 | Time: 2784.91 ms [2021-07-05 02:07:11 main:574] : INFO : Epoch 1567 | loss: 0.0311645 | val_loss: 0.0311955 | Time: 2749.4 ms [2021-07-05 02:07:14 main:574] : INFO : Epoch 1568 | loss: 0.0311636 | val_loss: 0.0311658 | Time: 2751.09 ms [2021-07-05 02:07:16 main:574] : INFO : Epoch 1569 | loss: 0.0311531 | val_loss: 0.0311583 | Time: 2713.32 ms [2021-07-05 02:07:19 main:574] : INFO : Epoch 1570 | loss: 0.0311455 | val_loss: 0.0311735 | Time: 2739.9 ms [2021-07-05 02:07:22 main:574] : INFO : Epoch 1571 | loss: 0.0311509 | val_loss: 0.0312006 | Time: 2772.01 ms [2021-07-05 02:07:25 main:574] : INFO : Epoch 1572 | loss: 0.0311476 | val_loss: 0.0311736 | Time: 2818.09 ms [2021-07-05 02:07:27 main:574] : INFO : Epoch 1573 | loss: 0.0311405 | val_loss: 0.0311529 | Time: 2793.11 ms [2021-07-05 02:07:30 main:574] : INFO : Epoch 1574 | loss: 0.0311342 | val_loss: 0.0311514 | Time: 2753.02 ms [2021-07-05 02:07:33 main:574] : INFO : Epoch 1575 | loss: 0.031135 | val_loss: 0.0311623 | Time: 2819.39 ms [2021-07-05 02:07:36 main:574] : INFO : Epoch 1576 | loss: 0.0311322 | val_loss: 0.0311564 | Time: 2792.03 ms [2021-07-05 02:07:39 main:574] : INFO : Epoch 1577 | loss: 0.0311317 | val_loss: 0.0311493 | Time: 2761.07 ms [2021-07-05 02:07:41 main:574] : INFO : Epoch 1578 | loss: 0.0311291 | val_loss: 0.0311668 | Time: 2843.41 ms [2021-07-05 02:07:44 main:574] : INFO : Epoch 1579 | loss: 0.0311349 | val_loss: 0.0311487 | Time: 2768.4 ms [2021-07-05 02:07:47 main:574] : INFO : Epoch 1580 | loss: 0.0311284 | val_loss: 0.0311503 | Time: 2766.8 ms [2021-07-05 02:07:50 main:574] : INFO : Epoch 1581 | loss: 0.0311234 | val_loss: 0.0311496 | Time: 2771.27 ms [2021-07-05 02:07:53 main:574] : INFO : Epoch 1582 | loss: 0.031128 | val_loss: 0.0311551 | Time: 2797.27 ms [2021-07-05 02:07:55 main:574] : INFO : Epoch 1583 | loss: 0.0311277 | val_loss: 0.0311738 | Time: 2696.85 ms [2021-07-05 02:07:58 main:574] : INFO : Epoch 1584 | loss: 0.0311248 | val_loss: 0.0311494 | Time: 2694.95 ms [2021-07-05 02:08:01 main:574] : INFO : Epoch 1585 | loss: 0.0311185 | val_loss: 0.0311496 | Time: 2813.54 ms [2021-07-05 02:08:04 main:574] : INFO : Epoch 1586 | loss: 0.0311172 | val_loss: 0.0311494 | Time: 2827.62 ms [2021-07-05 02:08:06 main:574] : INFO : Epoch 1587 | loss: 0.0311162 | val_loss: 0.0311573 | Time: 2787.86 ms [2021-07-05 02:08:09 main:574] : INFO : Epoch 1588 | loss: 0.0311264 | val_loss: 0.0311524 | Time: 2807.9 ms [2021-07-05 02:08:12 main:574] : INFO : Epoch 1589 | loss: 0.0311192 | val_loss: 0.0311495 | Time: 2809.31 ms [2021-07-05 02:08:15 main:574] : INFO : Epoch 1590 | loss: 0.0311175 | val_loss: 0.0311474 | Time: 2738.45 ms [2021-07-05 02:08:18 main:574] : INFO : Epoch 1591 | loss: 0.0311133 | val_loss: 0.0311559 | Time: 2769.48 ms [2021-07-05 02:08:20 main:574] : INFO : Epoch 1592 | loss: 0.0311155 | val_loss: 0.0311512 | Time: 2775.23 ms [2021-07-05 02:08:23 main:574] : INFO : Epoch 1593 | loss: 0.0311115 | val_loss: 0.0311497 | Time: 2751.94 ms [2021-07-05 02:08:26 main:574] : INFO : Epoch 1594 | loss: 0.0311134 | val_loss: 0.0311495 | Time: 2795.11 ms [2021-07-05 02:08:29 main:574] : INFO : Epoch 1595 | loss: 0.0311114 | val_loss: 0.0311545 | Time: 2818.08 ms [2021-07-05 02:08:31 main:574] : INFO : Epoch 1596 | loss: 0.0311086 | val_loss: 0.0311522 | Time: 2716.97 ms [2021-07-05 02:08:34 main:574] : INFO : Epoch 1597 | loss: 0.0311071 | val_loss: 0.0311506 | Time: 2764.01 ms [2021-07-05 02:08:37 main:574] : INFO : Epoch 1598 | loss: 0.0311084 | val_loss: 0.0311541 | Time: 2771.81 ms [2021-07-05 02:08:40 main:574] : INFO : Epoch 1599 | loss: 0.0311068 | val_loss: 0.031156 | Time: 2784.64 ms [2021-07-05 02:08:43 main:574] : INFO : Epoch 1600 | loss: 0.0311131 | val_loss: 0.0311577 | Time: 2832.24 ms [2021-07-05 02:08:45 main:574] : INFO : Epoch 1601 | loss: 0.0311059 | val_loss: 0.0311525 | Time: 2790.65 ms [2021-07-05 02:08:48 main:574] : INFO : Epoch 1602 | loss: 0.031103 | val_loss: 0.0311512 | Time: 2783.37 ms [2021-07-05 02:08:51 main:574] : INFO : Epoch 1603 | loss: 0.0311035 | val_loss: 0.031156 | Time: 2778.2 ms [2021-07-05 02:08:54 main:574] : INFO : Epoch 1604 | loss: 0.0311062 | val_loss: 0.0311494 | Time: 2774.53 ms [2021-07-05 02:08:57 main:574] : INFO : Epoch 1605 | loss: 0.0311051 | val_loss: 0.0311534 | Time: 2793.34 ms [2021-07-05 02:08:59 main:574] : INFO : Epoch 1606 | loss: 0.0311002 | val_loss: 0.031158 | Time: 2825.07 ms [2021-07-05 02:09:02 main:574] : INFO : Epoch 1607 | loss: 0.0311025 | val_loss: 0.0311506 | Time: 2800.69 ms [2021-07-05 02:09:05 main:574] : INFO : Epoch 1608 | loss: 0.0311004 | val_loss: 0.0311504 | Time: 2750.53 ms [2021-07-05 02:09:08 main:574] : INFO : Epoch 1609 | loss: 0.0311021 | val_loss: 0.0311514 | Time: 2782.57 ms [2021-07-05 02:09:11 main:574] : INFO : Epoch 1610 | loss: 0.0310969 | val_loss: 0.031153 | Time: 2767.83 ms [2021-07-05 02:09:13 main:574] : INFO : Epoch 1611 | loss: 0.0310961 | val_loss: 0.0311537 | Time: 2687.55 ms [2021-07-05 02:09:16 main:574] : INFO : Epoch 1612 | loss: 0.0310965 | val_loss: 0.0311505 | Time: 2791.08 ms [2021-07-05 02:09:19 main:574] : INFO : Epoch 1613 | loss: 0.0311042 | val_loss: 0.0311514 | Time: 2726.74 ms [2021-07-05 02:09:22 main:574] : INFO : Epoch 1614 | loss: 0.031102 | val_loss: 0.0311545 | Time: 2804.52 ms [2021-07-05 02:09:24 main:574] : INFO : Epoch 1615 | loss: 0.0311006 | val_loss: 0.0311546 | Time: 2783.92 ms [2021-07-05 02:09:27 main:574] : INFO : Epoch 1616 | loss: 0.0310973 | val_loss: 0.0311608 | Time: 2764.18 ms [2021-07-05 02:09:30 main:574] : INFO : Epoch 1617 | loss: 0.031099 | val_loss: 0.0311531 | Time: 2776.76 ms [2021-07-05 02:09:33 main:574] : INFO : Epoch 1618 | loss: 0.0310944 | val_loss: 0.0311546 | Time: 2791.86 ms [2021-07-05 02:09:36 main:574] : INFO : Epoch 1619 | loss: 0.0310952 | val_loss: 0.0311577 | Time: 2747.68 ms [2021-07-05 02:09:38 main:574] : INFO : Epoch 1620 | loss: 0.0310945 | val_loss: 0.03116 | Time: 2815.61 ms [2021-07-05 02:09:41 main:574] : INFO : Epoch 1621 | loss: 0.0310946 | val_loss: 0.0311584 | Time: 2747.47 ms [2021-07-05 02:09:44 main:574] : INFO : Epoch 1622 | loss: 0.0310949 | val_loss: 0.0311569 | Time: 2820.78 ms [2021-07-05 02:09:47 main:574] : INFO : Epoch 1623 | loss: 0.031093 | val_loss: 0.0311557 | Time: 2798.79 ms [2021-07-05 02:09:50 main:574] : INFO : Epoch 1624 | loss: 0.0311015 | val_loss: 0.0311519 | Time: 2822.39 ms [2021-07-05 02:09:52 main:574] : INFO : Epoch 1625 | loss: 0.0310986 | val_loss: 0.0311473 | Time: 2762.41 ms [2021-07-05 02:09:55 main:574] : INFO : Epoch 1626 | loss: 0.0310977 | val_loss: 0.0311559 | Time: 2797.66 ms [2021-07-05 02:09:58 main:574] : INFO : Epoch 1627 | loss: 0.0310975 | val_loss: 0.0311525 | Time: 2764.04 ms [2021-07-05 02:10:01 main:574] : INFO : Epoch 1628 | loss: 0.0310895 | val_loss: 0.0311554 | Time: 2798.49 ms [2021-07-05 02:10:04 main:574] : INFO : Epoch 1629 | loss: 0.0310894 | val_loss: 0.031157 | Time: 2821.83 ms [2021-07-05 02:10:06 main:574] : INFO : Epoch 1630 | loss: 0.031091 | val_loss: 0.0311529 | Time: 2815.24 ms [2021-07-05 02:10:09 main:574] : INFO : Epoch 1631 | loss: 0.0310916 | val_loss: 0.0311577 | Time: 2814.91 ms [2021-07-05 02:10:12 main:574] : INFO : Epoch 1632 | loss: 0.0310888 | val_loss: 0.0311577 | Time: 2826.73 ms [2021-07-05 02:10:15 main:574] : INFO : Epoch 1633 | loss: 0.0310886 | val_loss: 0.0311541 | Time: 2848.04 ms [2021-07-05 02:10:18 main:574] : INFO : Epoch 1634 | loss: 0.0310863 | val_loss: 0.0311545 | Time: 2855.26 ms [2021-07-05 02:10:21 main:574] : INFO : Epoch 1635 | loss: 0.031089 | val_loss: 0.0311562 | Time: 2768.89 ms [2021-07-05 02:10:23 main:574] : INFO : Epoch 1636 | loss: 0.0310886 | val_loss: 0.031171 | Time: 2788.05 ms [2021-07-05 02:10:26 main:574] : INFO : Epoch 1637 | loss: 0.031087 | val_loss: 0.0311617 | Time: 2822.24 ms [2021-07-05 02:10:29 main:574] : INFO : Epoch 1638 | loss: 0.0310852 | val_loss: 0.0311583 | Time: 2760.71 ms [2021-07-05 02:10:32 main:574] : INFO : Epoch 1639 | loss: 0.0310842 | val_loss: 0.0311599 | Time: 2811.85 ms [2021-07-05 02:10:35 main:574] : INFO : Epoch 1640 | loss: 0.0310833 | val_loss: 0.0311578 | Time: 2795.5 ms [2021-07-05 02:10:37 main:574] : INFO : Epoch 1641 | loss: 0.031083 | val_loss: 0.031159 | Time: 2771.37 ms [2021-07-05 02:10:40 main:574] : INFO : Epoch 1642 | loss: 0.0310833 | val_loss: 0.0311621 | Time: 2823.51 ms [2021-07-05 02:10:43 main:574] : INFO : Epoch 1643 | loss: 0.0310856 | val_loss: 0.0311586 | Time: 2825.66 ms [2021-07-05 02:10:46 main:574] : INFO : Epoch 1644 | loss: 0.0310842 | val_loss: 0.0311689 | Time: 2782.57 ms [2021-07-05 02:10:49 main:574] : INFO : Epoch 1645 | loss: 0.0310869 | val_loss: 0.0311615 | Time: 2755.91 ms [2021-07-05 02:10:51 main:574] : INFO : Epoch 1646 | loss: 0.0310838 | val_loss: 0.0311635 | Time: 2806.35 ms [2021-07-05 02:10:54 main:574] : INFO : Epoch 1647 | loss: 0.0310827 | val_loss: 0.031165 | Time: 2777.81 ms [2021-07-05 02:10:57 main:574] : INFO : Epoch 1648 | loss: 0.0310841 | val_loss: 0.031163 | Time: 2761.91 ms [2021-07-05 02:11:00 main:574] : INFO : Epoch 1649 | loss: 0.0310832 | val_loss: 0.0311605 | Time: 2661.78 ms [2021-07-05 02:11:02 main:574] : INFO : Epoch 1650 | loss: 0.0310832 | val_loss: 0.0311598 | Time: 2799.74 ms [2021-07-05 02:11:05 main:574] : INFO : Epoch 1651 | loss: 0.031088 | val_loss: 0.031155 | Time: 2735.84 ms [2021-07-05 02:11:08 main:574] : INFO : Epoch 1652 | loss: 0.0310863 | val_loss: 0.0311561 | Time: 2740.58 ms [2021-07-05 02:11:11 main:574] : INFO : Epoch 1653 | loss: 0.0310837 | val_loss: 0.0311592 | Time: 2788.16 ms [2021-07-05 02:11:14 main:574] : INFO : Epoch 1654 | loss: 0.0310817 | val_loss: 0.0311598 | Time: 2784.85 ms [2021-07-05 02:11:16 main:574] : INFO : Epoch 1655 | loss: 0.0310838 | val_loss: 0.0311552 | Time: 2756.69 ms [2021-07-05 02:11:19 main:574] : INFO : Epoch 1656 | loss: 0.0310812 | val_loss: 0.0311605 | Time: 2713.78 ms [2021-07-05 02:11:22 main:574] : INFO : Epoch 1657 | loss: 0.0310827 | val_loss: 0.0311641 | Time: 2781.79 ms [2021-07-05 02:11:25 main:574] : INFO : Epoch 1658 | loss: 0.0310813 | val_loss: 0.0311616 | Time: 2725.97 ms [2021-07-05 02:11:27 main:574] : INFO : Epoch 1659 | loss: 0.0310852 | val_loss: 0.0311627 | Time: 2807.76 ms [2021-07-05 02:11:30 main:574] : INFO : Epoch 1660 | loss: 0.0310824 | val_loss: 0.0311616 | Time: 2723.61 ms [2021-07-05 02:11:33 main:574] : INFO : Epoch 1661 | loss: 0.0310788 | val_loss: 0.0311626 | Time: 2735.48 ms [2021-07-05 02:11:36 main:574] : INFO : Epoch 1662 | loss: 0.031079 | val_loss: 0.0311565 | Time: 2842.93 ms [2021-07-05 02:11:38 main:574] : INFO : Epoch 1663 | loss: 0.0310771 | val_loss: 0.0311637 | Time: 2763.06 ms [2021-07-05 02:11:41 main:574] : INFO : Epoch 1664 | loss: 0.0310782 | val_loss: 0.0311634 | Time: 2814.71 ms [2021-07-05 02:11:44 main:574] : INFO : Epoch 1665 | loss: 0.0310802 | val_loss: 0.0311652 | Time: 2792.11 ms [2021-07-05 02:11:47 main:574] : INFO : Epoch 1666 | loss: 0.0310809 | val_loss: 0.0311576 | Time: 2794.72 ms [2021-07-05 02:11:50 main:574] : INFO : Epoch 1667 | loss: 0.0310779 | val_loss: 0.0311636 | Time: 2738.28 ms [2021-07-05 02:11:52 main:574] : INFO : Epoch 1668 | loss: 0.0310854 | val_loss: 0.0311662 | Time: 2820.6 ms [2021-07-05 02:11:55 main:574] : INFO : Epoch 1669 | loss: 0.0310859 | val_loss: 0.0311699 | Time: 2812.44 ms [2021-07-05 02:11:58 main:574] : INFO : Epoch 1670 | loss: 0.0310818 | val_loss: 0.0311591 | Time: 2777.23 ms [2021-07-05 02:12:01 main:574] : INFO : Epoch 1671 | loss: 0.0310785 | val_loss: 0.0311565 | Time: 2764.79 ms [2021-07-05 02:12:04 main:574] : INFO : Epoch 1672 | loss: 0.0310768 | val_loss: 0.0311625 | Time: 2789.82 ms [2021-07-05 02:12:06 main:574] : INFO : Epoch 1673 | loss: 0.0310785 | val_loss: 0.0311641 | Time: 2745.53 ms [2021-07-05 02:12:09 main:574] : INFO : Epoch 1674 | loss: 0.0310818 | val_loss: 0.0311583 | Time: 2765.04 ms [2021-07-05 02:12:12 main:574] : INFO : Epoch 1675 | loss: 0.0310893 | val_loss: 0.0311621 | Time: 2781.23 ms [2021-07-05 02:12:15 main:574] : INFO : Epoch 1676 | loss: 0.0310897 | val_loss: 0.031158 | Time: 2773.49 ms [2021-07-05 02:12:18 main:574] : INFO : Epoch 1677 | loss: 0.0310865 | val_loss: 0.0311566 | Time: 2758.47 ms [2021-07-05 02:12:20 main:574] : INFO : Epoch 1678 | loss: 0.0310834 | val_loss: 0.0311531 | Time: 2790.44 ms [2021-07-05 02:12:23 main:574] : INFO : Epoch 1679 | loss: 0.0310802 | val_loss: 0.0311573 | Time: 2786.99 ms [2021-07-05 02:12:26 main:574] : INFO : Epoch 1680 | loss: 0.0310917 | val_loss: 0.0311486 | Time: 2794.39 ms [2021-07-05 02:12:29 main:574] : INFO : Epoch 1681 | loss: 0.0310933 | val_loss: 0.0311499 | Time: 2793.74 ms [2021-07-05 02:12:32 main:574] : INFO : Epoch 1682 | loss: 0.031089 | val_loss: 0.0311455 | Time: 2835.49 ms [2021-07-05 02:12:34 main:574] : INFO : Epoch 1683 | loss: 0.0310848 | val_loss: 0.0311509 | Time: 2783.57 ms [2021-07-05 02:12:37 main:574] : INFO : Epoch 1684 | loss: 0.031083 | val_loss: 0.0311581 | Time: 2840.35 ms [2021-07-05 02:12:40 main:574] : INFO : Epoch 1685 | loss: 0.0310813 | val_loss: 0.0311568 | Time: 2741.9 ms [2021-07-05 02:12:43 main:574] : INFO : Epoch 1686 | loss: 0.031083 | val_loss: 0.0311619 | Time: 2821.87 ms [2021-07-05 02:12:46 main:574] : INFO : Epoch 1687 | loss: 0.0310788 | val_loss: 0.031166 | Time: 2817.59 ms [2021-07-05 02:12:48 main:574] : INFO : Epoch 1688 | loss: 0.0310783 | val_loss: 0.0311585 | Time: 2831.09 ms [2021-07-05 02:12:51 main:574] : INFO : Epoch 1689 | loss: 0.0310817 | val_loss: 0.0311664 | Time: 2804.63 ms [2021-07-05 02:12:54 main:574] : INFO : Epoch 1690 | loss: 0.0310906 | val_loss: 0.0311498 | Time: 2799.66 ms [2021-07-05 02:12:57 main:574] : INFO : Epoch 1691 | loss: 0.0310894 | val_loss: 0.031151 | Time: 2808.55 ms [2021-07-05 02:13:00 main:574] : INFO : Epoch 1692 | loss: 0.0310809 | val_loss: 0.0311539 | Time: 2766.58 ms [2021-07-05 02:13:02 main:574] : INFO : Epoch 1693 | loss: 0.031084 | val_loss: 0.0311535 | Time: 2759.99 ms [2021-07-05 02:13:05 main:574] : INFO : Epoch 1694 | loss: 0.0310809 | val_loss: 0.0311533 | Time: 2715.71 ms [2021-07-05 02:13:08 main:574] : INFO : Epoch 1695 | loss: 0.0310774 | val_loss: 0.0311567 | Time: 2796.94 ms [2021-07-05 02:13:11 main:574] : INFO : Epoch 1696 | loss: 0.0310782 | val_loss: 0.0311528 | Time: 2793.43 ms [2021-07-05 02:13:14 main:574] : INFO : Epoch 1697 | loss: 0.0310784 | val_loss: 0.0311688 | Time: 2764.1 ms [2021-07-05 02:13:16 main:574] : INFO : Epoch 1698 | loss: 0.0310817 | val_loss: 0.0311515 | Time: 2808.5 ms [2021-07-05 02:13:19 main:574] : INFO : Epoch 1699 | loss: 0.031088 | val_loss: 0.0311506 | Time: 2735.94 ms [2021-07-05 02:13:22 main:574] : INFO : Epoch 1700 | loss: 0.0310803 | val_loss: 0.0311507 | Time: 2765.9 ms [2021-07-05 02:13:25 main:574] : INFO : Epoch 1701 | loss: 0.0310751 | val_loss: 0.0311578 | Time: 2783.61 ms [2021-07-05 02:13:28 main:574] : INFO : Epoch 1702 | loss: 0.0310762 | val_loss: 0.031156 | Time: 2815.5 ms [2021-07-05 02:13:30 main:574] : INFO : Epoch 1703 | loss: 0.0310771 | val_loss: 0.0311575 | Time: 2788.17 ms [2021-07-05 02:13:33 main:574] : INFO : Epoch 1704 | loss: 0.0310724 | val_loss: 0.0311581 | Time: 2811.65 ms [2021-07-05 02:13:36 main:574] : INFO : Epoch 1705 | loss: 0.0310744 | val_loss: 0.0311637 | Time: 2797.04 ms [2021-07-05 02:13:39 main:574] : INFO : Epoch 1706 | loss: 0.0310733 | val_loss: 0.0311541 | Time: 2753.72 ms [2021-07-05 02:13:42 main:574] : INFO : Epoch 1707 | loss: 0.0310716 | val_loss: 0.0311589 | Time: 2813.44 ms [2021-07-05 02:13:44 main:574] : INFO : Epoch 1708 | loss: 0.0310721 | val_loss: 0.0311651 | Time: 2822.42 ms [2021-07-05 02:13:47 main:574] : INFO : Epoch 1709 | loss: 0.0310723 | val_loss: 0.0311635 | Time: 2788.62 ms [2021-07-05 02:13:50 main:574] : INFO : Epoch 1710 | loss: 0.0310743 | val_loss: 0.0311582 | Time: 2853.86 ms [2021-07-05 02:13:53 main:574] : INFO : Epoch 1711 | loss: 0.0310732 | val_loss: 0.0311593 | Time: 2713.63 ms [2021-07-05 02:13:56 main:574] : INFO : Epoch 1712 | loss: 0.0310716 | val_loss: 0.0311609 | Time: 2814.94 ms [2021-07-05 02:13:58 main:574] : INFO : Epoch 1713 | loss: 0.0310684 | val_loss: 0.0311618 | Time: 2729.54 ms [2021-07-05 02:14:01 main:574] : INFO : Epoch 1714 | loss: 0.0310662 | val_loss: 0.0311602 | Time: 2817.61 ms [2021-07-05 02:14:04 main:574] : INFO : Epoch 1715 | loss: 0.0310689 | val_loss: 0.0311639 | Time: 2771.48 ms [2021-07-05 02:14:07 main:574] : INFO : Epoch 1716 | loss: 0.0310705 | val_loss: 0.031162 | Time: 2810.38 ms [2021-07-05 02:14:10 main:574] : INFO : Epoch 1717 | loss: 0.031068 | val_loss: 0.0311597 | Time: 2826.23 ms [2021-07-05 02:14:12 main:574] : INFO : Epoch 1718 | loss: 0.0310703 | val_loss: 0.0311607 | Time: 2821.39 ms [2021-07-05 02:14:15 main:574] : INFO : Epoch 1719 | loss: 0.0310749 | val_loss: 0.0311645 | Time: 2771.69 ms [2021-07-05 02:14:18 main:574] : INFO : Epoch 1720 | loss: 0.0310705 | val_loss: 0.0311552 | Time: 2780.72 ms [2021-07-05 02:14:21 main:574] : INFO : Epoch 1721 | loss: 0.0310697 | val_loss: 0.0311656 | Time: 2827.92 ms [2021-07-05 02:14:24 main:574] : INFO : Epoch 1722 | loss: 0.0310704 | val_loss: 0.0311648 | Time: 2820.13 ms [2021-07-05 02:14:26 main:574] : INFO : Epoch 1723 | loss: 0.0310675 | val_loss: 0.0311621 | Time: 2758.76 ms [2021-07-05 02:14:29 main:574] : INFO : Epoch 1724 | loss: 0.031069 | val_loss: 0.0311678 | Time: 2719.39 ms [2021-07-05 02:14:32 main:574] : INFO : Epoch 1725 | loss: 0.031068 | val_loss: 0.0311727 | Time: 2749.83 ms [2021-07-05 02:14:35 main:574] : INFO : Epoch 1726 | loss: 0.0310687 | val_loss: 0.0311693 | Time: 2765.83 ms [2021-07-05 02:14:38 main:574] : INFO : Epoch 1727 | loss: 0.0310687 | val_loss: 0.0311668 | Time: 2800.16 ms [2021-07-05 02:14:40 main:574] : INFO : Epoch 1728 | loss: 0.0310674 | val_loss: 0.0311577 | Time: 2779.6 ms [2021-07-05 02:14:43 main:574] : INFO : Epoch 1729 | loss: 0.0310673 | val_loss: 0.031161 | Time: 2801.74 ms [2021-07-05 02:14:46 main:574] : INFO : Epoch 1730 | loss: 0.0310728 | val_loss: 0.0311651 | Time: 2768.77 ms [2021-07-05 02:14:49 main:574] : INFO : Epoch 1731 | loss: 0.031073 | val_loss: 0.0311715 | Time: 2809.63 ms [2021-07-05 02:14:52 main:574] : INFO : Epoch 1732 | loss: 0.0310742 | val_loss: 0.0311558 | Time: 2803.93 ms [2021-07-05 02:14:54 main:574] : INFO : Epoch 1733 | loss: 0.0310745 | val_loss: 0.0311645 | Time: 2762.07 ms [2021-07-05 02:14:57 main:574] : INFO : Epoch 1734 | loss: 0.0310671 | val_loss: 0.0311653 | Time: 2743.82 ms [2021-07-05 02:15:00 main:574] : INFO : Epoch 1735 | loss: 0.0310691 | val_loss: 0.0311596 | Time: 2761.78 ms [2021-07-05 02:15:03 main:574] : INFO : Epoch 1736 | loss: 0.0310678 | val_loss: 0.0311662 | Time: 2805.81 ms [2021-07-05 02:15:05 main:574] : INFO : Epoch 1737 | loss: 0.0310652 | val_loss: 0.0311636 | Time: 2760.31 ms [2021-07-05 02:15:08 main:574] : INFO : Epoch 1738 | loss: 0.0310677 | val_loss: 0.0311613 | Time: 2801.93 ms [2021-07-05 02:15:11 main:574] : INFO : Epoch 1739 | loss: 0.0310678 | val_loss: 0.0311662 | Time: 2798.3 ms [2021-07-05 02:15:14 main:574] : INFO : Epoch 1740 | loss: 0.0310666 | val_loss: 0.0311615 | Time: 2763.08 ms [2021-07-05 02:15:17 main:574] : INFO : Epoch 1741 | loss: 0.0310731 | val_loss: 0.0311602 | Time: 2750.69 ms [2021-07-05 02:15:19 main:574] : INFO : Epoch 1742 | loss: 0.0310687 | val_loss: 0.0311707 | Time: 2805.54 ms [2021-07-05 02:15:22 main:574] : INFO : Epoch 1743 | loss: 0.0310713 | val_loss: 0.0311611 | Time: 2787.62 ms [2021-07-05 02:15:25 main:574] : INFO : Epoch 1744 | loss: 0.0310726 | val_loss: 0.0311706 | Time: 2764.93 ms [2021-07-05 02:15:28 main:574] : INFO : Epoch 1745 | loss: 0.031074 | val_loss: 0.0311639 | Time: 2808.25 ms [2021-07-05 02:15:31 main:574] : INFO : Epoch 1746 | loss: 0.0310781 | val_loss: 0.0311609 | Time: 2819.11 ms [2021-07-05 02:15:34 main:574] : INFO : Epoch 1747 | loss: 0.0310776 | val_loss: 0.0311615 | Time: 2829.74 ms [2021-07-05 02:15:36 main:574] : INFO : Epoch 1748 | loss: 0.0310731 | val_loss: 0.0311612 | Time: 2836.44 ms [2021-07-05 02:15:39 main:574] : INFO : Epoch 1749 | loss: 0.0310749 | val_loss: 0.0311624 | Time: 2775.08 ms [2021-07-05 02:15:42 main:574] : INFO : Epoch 1750 | loss: 0.0310732 | val_loss: 0.0311562 | Time: 2795.21 ms [2021-07-05 02:15:45 main:574] : INFO : Epoch 1751 | loss: 0.0310661 | val_loss: 0.0311567 | Time: 2790.65 ms [2021-07-05 02:15:48 main:574] : INFO : Epoch 1752 | loss: 0.0310663 | val_loss: 0.0311723 | Time: 2817.38 ms [2021-07-05 02:15:50 main:574] : INFO : Epoch 1753 | loss: 0.0310645 | val_loss: 0.0311656 | Time: 2736.61 ms [2021-07-05 02:15:53 main:574] : INFO : Epoch 1754 | loss: 0.0310646 | val_loss: 0.0311671 | Time: 2839.01 ms [2021-07-05 02:15:56 main:574] : INFO : Epoch 1755 | loss: 0.0310632 | val_loss: 0.0311599 | Time: 2735.51 ms [2021-07-05 02:15:59 main:574] : INFO : Epoch 1756 | loss: 0.0310641 | val_loss: 0.0311581 | Time: 2751.17 ms [2021-07-05 02:16:01 main:574] : INFO : Epoch 1757 | loss: 0.0310634 | val_loss: 0.0311674 | Time: 2761.7 ms [2021-07-05 02:16:04 main:574] : INFO : Epoch 1758 | loss: 0.0310598 | val_loss: 0.0311646 | Time: 2824.91 ms [2021-07-05 02:16:07 main:574] : INFO : Epoch 1759 | loss: 0.0310656 | val_loss: 0.0311668 | Time: 2769.53 ms [2021-07-05 02:16:10 main:574] : INFO : Epoch 1760 | loss: 0.0310692 | val_loss: 0.031169 | Time: 2811.47 ms [2021-07-05 02:16:13 main:574] : INFO : Epoch 1761 | loss: 0.0310665 | val_loss: 0.0311566 | Time: 2784.21 ms [2021-07-05 02:16:15 main:574] : INFO : Epoch 1762 | loss: 0.0310689 | val_loss: 0.0311669 | Time: 2815.42 ms [2021-07-05 02:16:18 main:574] : INFO : Epoch 1763 | loss: 0.0310661 | val_loss: 0.0311632 | Time: 2779.67 ms [2021-07-05 02:16:21 main:574] : INFO : Epoch 1764 | loss: 0.0310792 | val_loss: 0.0311544 | Time: 2798.97 ms [2021-07-05 02:16:24 main:574] : INFO : Epoch 1765 | loss: 0.0310751 | val_loss: 0.0311593 | Time: 2838.89 ms [2021-07-05 02:16:27 main:574] : INFO : Epoch 1766 | loss: 0.0310716 | val_loss: 0.0311538 | Time: 2796.5 ms [2021-07-05 02:16:30 main:574] : INFO : Epoch 1767 | loss: 0.031066 | val_loss: 0.0311679 | Time: 2792.31 ms [2021-07-05 02:16:32 main:574] : INFO : Epoch 1768 | loss: 0.0310621 | val_loss: 0.0311659 | Time: 2786.14 ms [2021-07-05 02:16:35 main:574] : INFO : Epoch 1769 | loss: 0.0310631 | val_loss: 0.0311648 | Time: 2774.99 ms [2021-07-05 02:16:38 main:574] : INFO : Epoch 1770 | loss: 0.0310618 | val_loss: 0.031166 | Time: 2726.11 ms [2021-07-05 02:16:41 main:574] : INFO : Epoch 1771 | loss: 0.0310623 | val_loss: 0.0311736 | Time: 2784.33 ms [2021-07-05 02:16:43 main:574] : INFO : Epoch 1772 | loss: 0.0310655 | val_loss: 0.0311574 | Time: 2793.67 ms [2021-07-05 02:16:46 main:574] : INFO : Epoch 1773 | loss: 0.031073 | val_loss: 0.031165 | Time: 2787.18 ms [2021-07-05 02:16:49 main:574] : INFO : Epoch 1774 | loss: 0.031071 | val_loss: 0.0311507 | Time: 2792.01 ms [2021-07-05 02:16:52 main:574] : INFO : Epoch 1775 | loss: 0.0310742 | val_loss: 0.0311537 | Time: 2776.63 ms [2021-07-05 02:16:55 main:574] : INFO : Epoch 1776 | loss: 0.0310667 | val_loss: 0.0311651 | Time: 2810.94 ms [2021-07-05 02:16:57 main:574] : INFO : Epoch 1777 | loss: 0.0310699 | val_loss: 0.0311568 | Time: 2792.45 ms [2021-07-05 02:17:00 main:574] : INFO : Epoch 1778 | loss: 0.0310877 | val_loss: 0.03116 | Time: 2849.88 ms [2021-07-05 02:17:03 main:574] : INFO : Epoch 1779 | loss: 0.0310736 | val_loss: 0.0311625 | Time: 2842.18 ms [2021-07-05 02:17:06 main:574] : INFO : Epoch 1780 | loss: 0.0310729 | val_loss: 0.0311593 | Time: 2801.04 ms [2021-07-05 02:17:09 main:574] : INFO : Epoch 1781 | loss: 0.0310721 | val_loss: 0.0311671 | Time: 2810.61 ms [2021-07-05 02:17:12 main:574] : INFO : Epoch 1782 | loss: 0.0310752 | val_loss: 0.0311648 | Time: 2800.44 ms [2021-07-05 02:17:14 main:574] : INFO : Epoch 1783 | loss: 0.0311333 | val_loss: 0.0311637 | Time: 2811.1 ms [2021-07-05 02:17:17 main:574] : INFO : Epoch 1784 | loss: 0.0311312 | val_loss: 0.031149 | Time: 2814.68 ms [2021-07-05 02:17:20 main:574] : INFO : Epoch 1785 | loss: 0.031116 | val_loss: 0.0311416 | Time: 2768.79 ms [2021-07-05 02:17:23 main:574] : INFO : Epoch 1786 | loss: 0.0311183 | val_loss: 0.0311403 | Time: 2784.7 ms [2021-07-05 02:17:26 main:574] : INFO : Epoch 1787 | loss: 0.0311125 | val_loss: 0.0311407 | Time: 2778.76 ms [2021-07-05 02:17:28 main:574] : INFO : Epoch 1788 | loss: 0.0311053 | val_loss: 0.0311384 | Time: 2802.62 ms [2021-07-05 02:17:31 main:574] : INFO : Epoch 1789 | loss: 0.0311006 | val_loss: 0.0311395 | Time: 2831.81 ms [2021-07-05 02:17:34 main:574] : INFO : Epoch 1790 | loss: 0.0310985 | val_loss: 0.0311386 | Time: 2830.79 ms [2021-07-05 02:17:37 main:574] : INFO : Epoch 1791 | loss: 0.0310948 | val_loss: 0.0311511 | Time: 2780.55 ms [2021-07-05 02:17:40 main:574] : INFO : Epoch 1792 | loss: 0.0310903 | val_loss: 0.031146 | Time: 2772.22 ms [2021-07-05 02:17:42 main:574] : INFO : Epoch 1793 | loss: 0.0310861 | val_loss: 0.0311427 | Time: 2728.33 ms [2021-07-05 02:17:45 main:574] : INFO : Epoch 1794 | loss: 0.0310866 | val_loss: 0.0311431 | Time: 2794.07 ms [2021-07-05 02:17:48 main:574] : INFO : Epoch 1795 | loss: 0.0310829 | val_loss: 0.0311409 | Time: 2840.2 ms [2021-07-05 02:17:51 main:574] : INFO : Epoch 1796 | loss: 0.031086 | val_loss: 0.0311403 | Time: 2803.21 ms [2021-07-05 02:17:54 main:574] : INFO : Epoch 1797 | loss: 0.0310799 | val_loss: 0.0311475 | Time: 2770.25 ms [2021-07-05 02:17:56 main:574] : INFO : Epoch 1798 | loss: 0.0310763 | val_loss: 0.0311479 | Time: 2772.49 ms [2021-07-05 02:17:59 main:574] : INFO : Epoch 1799 | loss: 0.0310755 | val_loss: 0.0311521 | Time: 2773.24 ms [2021-07-05 02:18:02 main:574] : INFO : Epoch 1800 | loss: 0.0310705 | val_loss: 0.0311477 | Time: 2842.17 ms [2021-07-05 02:18:05 main:574] : INFO : Epoch 1801 | loss: 0.0310691 | val_loss: 0.0311473 | Time: 2809.98 ms [2021-07-05 02:18:08 main:574] : INFO : Epoch 1802 | loss: 0.0310706 | val_loss: 0.0311454 | Time: 2808.51 ms [2021-07-05 02:18:10 main:574] : INFO : Epoch 1803 | loss: 0.0310708 | val_loss: 0.0311497 | Time: 2772.22 ms [2021-07-05 02:18:13 main:574] : INFO : Epoch 1804 | loss: 0.0310712 | val_loss: 0.0311536 | Time: 2755.18 ms [2021-07-05 02:18:16 main:574] : INFO : Epoch 1805 | loss: 0.031073 | val_loss: 0.0311474 | Time: 2772.95 ms [2021-07-05 02:18:19 main:574] : INFO : Epoch 1806 | loss: 0.0310733 | val_loss: 0.031154 | Time: 2786.73 ms [2021-07-05 02:18:22 main:574] : INFO : Epoch 1807 | loss: 0.0310673 | val_loss: 0.0311475 | Time: 2773.24 ms [2021-07-05 02:18:24 main:574] : INFO : Epoch 1808 | loss: 0.0310647 | val_loss: 0.0311554 | Time: 2774.88 ms [2021-07-05 02:18:27 main:574] : INFO : Epoch 1809 | loss: 0.031066 | val_loss: 0.0311496 | Time: 2733.25 ms [2021-07-05 02:18:30 main:574] : INFO : Epoch 1810 | loss: 0.0310688 | val_loss: 0.0311542 | Time: 2832.57 ms [2021-07-05 02:18:33 main:574] : INFO : Epoch 1811 | loss: 0.0310674 | val_loss: 0.0311512 | Time: 2782.51 ms [2021-07-05 02:18:36 main:574] : INFO : Epoch 1812 | loss: 0.0310704 | val_loss: 0.0311639 | Time: 2785.75 ms [2021-07-05 02:18:38 main:574] : INFO : Epoch 1813 | loss: 0.0311241 | val_loss: 0.0311513 | Time: 2846.11 ms [2021-07-05 02:18:41 main:574] : INFO : Epoch 1814 | loss: 0.0311247 | val_loss: 0.0311465 | Time: 2783.46 ms [2021-07-05 02:18:44 main:574] : INFO : Epoch 1815 | loss: 0.0311125 | val_loss: 0.0311395 | Time: 2850.78 ms [2021-07-05 02:18:47 main:574] : INFO : Epoch 1816 | loss: 0.0311015 | val_loss: 0.0311395 | Time: 2793.32 ms [2021-07-05 02:18:50 main:574] : INFO : Epoch 1817 | loss: 0.0310971 | val_loss: 0.0311402 | Time: 2828.5 ms [2021-07-05 02:18:52 main:574] : INFO : Epoch 1818 | loss: 0.0310911 | val_loss: 0.0311461 | Time: 2736.73 ms [2021-07-05 02:18:55 main:574] : INFO : Epoch 1819 | loss: 0.0310875 | val_loss: 0.0311401 | Time: 2791.63 ms [2021-07-05 02:18:58 main:574] : INFO : Epoch 1820 | loss: 0.0310857 | val_loss: 0.031143 | Time: 2728.22 ms [2021-07-05 02:19:01 main:574] : INFO : Epoch 1821 | loss: 0.0310817 | val_loss: 0.0311412 | Time: 2801.94 ms [2021-07-05 02:19:04 main:574] : INFO : Epoch 1822 | loss: 0.0310795 | val_loss: 0.0311487 | Time: 2826.63 ms [2021-07-05 02:19:06 main:574] : INFO : Epoch 1823 | loss: 0.0310779 | val_loss: 0.031143 | Time: 2790.83 ms [2021-07-05 02:19:09 main:574] : INFO : Epoch 1824 | loss: 0.0310775 | val_loss: 0.0311405 | Time: 2785.43 ms [2021-07-05 02:19:12 main:574] : INFO : Epoch 1825 | loss: 0.0310754 | val_loss: 0.0311476 | Time: 2788.11 ms [2021-07-05 02:19:15 main:574] : INFO : Epoch 1826 | loss: 0.0310741 | val_loss: 0.0311479 | Time: 2767.19 ms [2021-07-05 02:19:18 main:574] : INFO : Epoch 1827 | loss: 0.0310755 | val_loss: 0.0311478 | Time: 2759.86 ms [2021-07-05 02:19:20 main:574] : INFO : Epoch 1828 | loss: 0.0310715 | val_loss: 0.0311469 | Time: 2731.26 ms [2021-07-05 02:19:23 main:574] : INFO : Epoch 1829 | loss: 0.0310684 | val_loss: 0.0311509 | Time: 2811.72 ms [2021-07-05 02:19:26 main:574] : INFO : Epoch 1830 | loss: 0.0310718 | val_loss: 0.0311463 | Time: 2807.15 ms [2021-07-05 02:19:29 main:574] : INFO : Epoch 1831 | loss: 0.03108 | val_loss: 0.0311556 | Time: 2817.47 ms [2021-07-05 02:19:32 main:574] : INFO : Epoch 1832 | loss: 0.0310753 | val_loss: 0.0311421 | Time: 2782.52 ms [2021-07-05 02:19:34 main:574] : INFO : Epoch 1833 | loss: 0.0310691 | val_loss: 0.0311506 | Time: 2762.14 ms [2021-07-05 02:19:37 main:574] : INFO : Epoch 1834 | loss: 0.0310667 | val_loss: 0.0311608 | Time: 2821.77 ms [2021-07-05 02:19:40 main:574] : INFO : Epoch 1835 | loss: 0.0310685 | val_loss: 0.0311479 | Time: 2771.77 ms [2021-07-05 02:19:43 main:574] : INFO : Epoch 1836 | loss: 0.0310645 | val_loss: 0.0311485 | Time: 2715.54 ms [2021-07-05 02:19:46 main:574] : INFO : Epoch 1837 | loss: 0.0310638 | val_loss: 0.0311442 | Time: 2798.34 ms [2021-07-05 02:19:48 main:574] : INFO : Epoch 1838 | loss: 0.0311311 | val_loss: 0.0311536 | Time: 2758.4 ms [2021-07-05 02:19:51 main:574] : INFO : Epoch 1839 | loss: 0.031115 | val_loss: 0.0311524 | Time: 2787.2 ms [2021-07-05 02:19:54 main:574] : INFO : Epoch 1840 | loss: 0.0310968 | val_loss: 0.0311472 | Time: 2796.55 ms [2021-07-05 02:19:57 main:574] : INFO : Epoch 1841 | loss: 0.031085 | val_loss: 0.0311543 | Time: 2854.52 ms [2021-07-05 02:20:00 main:574] : INFO : Epoch 1842 | loss: 0.0310755 | val_loss: 0.0311449 | Time: 2819.27 ms [2021-07-05 02:20:02 main:574] : INFO : Epoch 1843 | loss: 0.0310705 | val_loss: 0.0311495 | Time: 2773.16 ms [2021-07-05 02:20:05 main:574] : INFO : Epoch 1844 | loss: 0.0310668 | val_loss: 0.031164 | Time: 2771.19 ms [2021-07-05 02:20:08 main:574] : INFO : Epoch 1845 | loss: 0.031068 | val_loss: 0.0311531 | Time: 2824 ms [2021-07-05 02:20:11 main:574] : INFO : Epoch 1846 | loss: 0.0310644 | val_loss: 0.0311528 | Time: 2797.55 ms [2021-07-05 02:20:14 main:574] : INFO : Epoch 1847 | loss: 0.0310661 | val_loss: 0.0311528 | Time: 2798.73 ms [2021-07-05 02:20:16 main:574] : INFO : Epoch 1848 | loss: 0.0310626 | val_loss: 0.0311457 | Time: 2822.52 ms [2021-07-05 02:20:19 main:574] : INFO : Epoch 1849 | loss: 0.0310629 | val_loss: 0.0311609 | Time: 2804.43 ms [2021-07-05 02:20:22 main:574] : INFO : Epoch 1850 | loss: 0.0310631 | val_loss: 0.0311635 | Time: 2687.23 ms [2021-07-05 02:20:25 main:574] : INFO : Epoch 1851 | loss: 0.0310671 | val_loss: 0.0311544 | Time: 2789.51 ms [2021-07-05 02:20:28 main:574] : INFO : Epoch 1852 | loss: 0.0310628 | val_loss: 0.0311568 | Time: 2737.82 ms [2021-07-05 02:20:30 main:574] : INFO : Epoch 1853 | loss: 0.0310626 | val_loss: 0.0311516 | Time: 2720.03 ms [2021-07-05 02:20:33 main:574] : INFO : Epoch 1854 | loss: 0.0310605 | val_loss: 0.031149 | Time: 2736.35 ms [2021-07-05 02:20:36 main:574] : INFO : Epoch 1855 | loss: 0.0310619 | val_loss: 0.0311513 | Time: 2839.92 ms [2021-07-05 02:20:39 main:574] : INFO : Epoch 1856 | loss: 0.0310701 | val_loss: 0.0311553 | Time: 2830.51 ms [2021-07-05 02:20:41 main:574] : INFO : Epoch 1857 | loss: 0.0310688 | val_loss: 0.0311597 | Time: 2792.98 ms [2021-07-05 02:20:44 main:574] : INFO : Epoch 1858 | loss: 0.0310644 | val_loss: 0.0311538 | Time: 2771.26 ms [2021-07-05 02:20:47 main:574] : INFO : Epoch 1859 | loss: 0.0310639 | val_loss: 0.0311453 | Time: 2824.6 ms [2021-07-05 02:20:50 main:574] : INFO : Epoch 1860 | loss: 0.0310648 | val_loss: 0.0311498 | Time: 2776.62 ms [2021-07-05 02:20:53 main:574] : INFO : Epoch 1861 | loss: 0.0310603 | val_loss: 0.0311508 | Time: 2800.13 ms [2021-07-05 02:20:56 main:574] : INFO : Epoch 1862 | loss: 0.03106 | val_loss: 0.0311604 | Time: 2832.75 ms [2021-07-05 02:20:58 main:574] : INFO : Epoch 1863 | loss: 0.0310751 | val_loss: 0.0311518 | Time: 2825.6 ms [2021-07-05 02:21:01 main:574] : INFO : Epoch 1864 | loss: 0.0310755 | val_loss: 0.0311564 | Time: 2749.31 ms [2021-07-05 02:21:04 main:574] : INFO : Epoch 1865 | loss: 0.0310679 | val_loss: 0.0311715 | Time: 2767.08 ms [2021-07-05 02:21:07 main:574] : INFO : Epoch 1866 | loss: 0.0310674 | val_loss: 0.0311552 | Time: 2792.8 ms [2021-07-05 02:21:10 main:574] : INFO : Epoch 1867 | loss: 0.0310608 | val_loss: 0.0311587 | Time: 2820.29 ms [2021-07-05 02:21:12 main:574] : INFO : Epoch 1868 | loss: 0.0310601 | val_loss: 0.0311476 | Time: 2748.63 ms [2021-07-05 02:21:15 main:574] : INFO : Epoch 1869 | loss: 0.0310624 | val_loss: 0.0311616 | Time: 2787.91 ms [2021-07-05 02:21:18 main:574] : INFO : Epoch 1870 | loss: 0.0310609 | val_loss: 0.0311563 | Time: 2809.56 ms [2021-07-05 02:21:21 main:574] : INFO : Epoch 1871 | loss: 0.0310637 | val_loss: 0.0311669 | Time: 2802.53 ms [2021-07-05 02:21:23 main:574] : INFO : Epoch 1872 | loss: 0.0310633 | val_loss: 0.0311574 | Time: 2796.06 ms [2021-07-05 02:21:26 main:574] : INFO : Epoch 1873 | loss: 0.0310557 | val_loss: 0.0311605 | Time: 2797.24 ms [2021-07-05 02:21:29 main:574] : INFO : Epoch 1874 | loss: 0.0310578 | val_loss: 0.0311629 | Time: 2824.76 ms [2021-07-05 02:21:32 main:574] : INFO : Epoch 1875 | loss: 0.0310569 | val_loss: 0.0311556 | Time: 2823.41 ms [2021-07-05 02:21:35 main:574] : INFO : Epoch 1876 | loss: 0.0312526 | val_loss: 0.0313118 | Time: 2786.6 ms [2021-07-05 02:21:38 main:574] : INFO : Epoch 1877 | loss: 0.032868 | val_loss: 0.0324638 | Time: 2818.22 ms [2021-07-05 02:21:40 main:574] : INFO : Epoch 1878 | loss: 0.0316371 | val_loss: 0.0313003 | Time: 2793.15 ms [2021-07-05 02:21:43 main:574] : INFO : Epoch 1879 | loss: 0.0312904 | val_loss: 0.0312687 | Time: 2815.19 ms [2021-07-05 02:21:46 main:574] : INFO : Epoch 1880 | loss: 0.0312593 | val_loss: 0.0312532 | Time: 2794.13 ms [2021-07-05 02:21:49 main:574] : INFO : Epoch 1881 | loss: 0.0312525 | val_loss: 0.0312519 | Time: 2781.07 ms [2021-07-05 02:21:52 main:574] : INFO : Epoch 1882 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2788.89 ms [2021-07-05 02:21:54 main:574] : INFO : Epoch 1883 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2824.45 ms [2021-07-05 02:21:57 main:574] : INFO : Epoch 1884 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2830.26 ms [2021-07-05 02:22:00 main:574] : INFO : Epoch 1885 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2800 ms [2021-07-05 02:22:03 main:574] : INFO : Epoch 1886 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2758.92 ms [2021-07-05 02:22:06 main:574] : INFO : Epoch 1887 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2796.29 ms [2021-07-05 02:22:08 main:574] : INFO : Epoch 1888 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2770.46 ms [2021-07-05 02:22:11 main:574] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2806.78 ms [2021-07-05 02:22:14 main:574] : INFO : Epoch 1890 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2744.67 ms [2021-07-05 02:22:17 main:574] : INFO : Epoch 1891 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2801.27 ms [2021-07-05 02:22:20 main:574] : INFO : Epoch 1892 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2800.94 ms [2021-07-05 02:22:22 main:574] : INFO : Epoch 1893 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 2824.99 ms [2021-07-05 02:22:25 main:574] : INFO : Epoch 1894 | loss: 0.031252 | val_loss: 0.0312497 | Time: 2814.8 ms [2021-07-05 02:22:28 main:574] : INFO : Epoch 1895 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2828.04 ms [2021-07-05 02:22:31 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 2816.98 ms [2021-07-05 02:22:34 main:574] : INFO : Epoch 1897 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 2856.03 ms [2021-07-05 02:22:37 main:574] : INFO : Epoch 1898 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2741.71 ms [2021-07-05 02:22:39 main:574] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2787.77 ms [2021-07-05 02:22:42 main:574] : INFO : Epoch 1900 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 2730.9 ms [2021-07-05 02:22:45 main:574] : INFO : Epoch 1901 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2748.23 ms [2021-07-05 02:22:48 main:574] : INFO : Epoch 1902 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2717.16 ms [2021-07-05 02:22:50 main:574] : INFO : Epoch 1903 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 2753.63 ms [2021-07-05 02:22:53 main:574] : INFO : Epoch 1904 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2795.4 ms [2021-07-05 02:22:56 main:574] : INFO : Epoch 1905 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2836.82 ms [2021-07-05 02:22:59 main:574] : INFO : Epoch 1906 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2770.75 ms [2021-07-05 02:23:02 main:574] : INFO : Epoch 1907 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2756.29 ms [2021-07-05 02:23:04 main:574] : INFO : Epoch 1908 | loss: 0.0312476 | val_loss: 0.0312535 | Time: 2776.95 ms [2021-07-05 02:23:07 main:574] : INFO : Epoch 1909 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2863.78 ms [2021-07-05 02:23:10 main:574] : INFO : Epoch 1910 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2817.54 ms [2021-07-05 02:23:13 main:574] : INFO : Epoch 1911 | loss: 0.0312481 | val_loss: 0.0312447 | Time: 2814.31 ms [2021-07-05 02:23:16 main:574] : INFO : Epoch 1912 | loss: 0.031245 | val_loss: 0.0312457 | Time: 2771.06 ms [2021-07-05 02:23:18 main:574] : INFO : Epoch 1913 | loss: 0.0312497 | val_loss: 0.0312464 | Time: 2781.57 ms [2021-07-05 02:23:21 main:574] : INFO : Epoch 1914 | loss: 0.0312491 | val_loss: 0.0312448 | Time: 2765.28 ms [2021-07-05 02:23:24 main:574] : INFO : Epoch 1915 | loss: 0.0312446 | val_loss: 0.0312427 | Time: 2734.68 ms [2021-07-05 02:23:27 main:574] : INFO : Epoch 1916 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 2741.47 ms [2021-07-05 02:23:30 main:574] : INFO : Epoch 1917 | loss: 0.0312436 | val_loss: 0.031243 | Time: 2827.67 ms [2021-07-05 02:23:32 main:574] : INFO : Epoch 1918 | loss: 0.0312419 | val_loss: 0.0312503 | Time: 2758.08 ms [2021-07-05 02:23:35 main:574] : INFO : Epoch 1919 | loss: 0.0312441 | val_loss: 0.0312429 | Time: 2767.15 ms [2021-07-05 02:23:38 main:574] : INFO : Epoch 1920 | loss: 0.031248 | val_loss: 0.0312615 | Time: 2777.32 ms [2021-07-05 02:23:41 main:574] : INFO : Epoch 1921 | loss: 0.0312461 | val_loss: 0.0312416 | Time: 2792.82 ms [2021-07-05 02:23:44 main:574] : INFO : Epoch 1922 | loss: 0.0312437 | val_loss: 0.0312434 | Time: 2781.61 ms [2021-07-05 02:23:46 main:574] : INFO : Epoch 1923 | loss: 0.0312448 | val_loss: 0.0312428 | Time: 2778.88 ms [2021-07-05 02:23:49 main:574] : INFO : Epoch 1924 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2793.26 ms [2021-07-05 02:23:52 main:574] : INFO : Epoch 1925 | loss: 0.0312432 | val_loss: 0.0312415 | Time: 2825.97 ms [2021-07-05 02:23:55 main:574] : INFO : Epoch 1926 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 2799.69 ms [2021-07-05 02:23:58 main:574] : INFO : Epoch 1927 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 2823.99 ms [2021-07-05 02:24:00 main:574] : INFO : Epoch 1928 | loss: 0.031242 | val_loss: 0.0312424 | Time: 2809.14 ms [2021-07-05 02:24:03 main:574] : INFO : Epoch 1929 | loss: 0.0312419 | val_loss: 0.0312427 | Time: 2770.27 ms [2021-07-05 02:24:06 main:574] : INFO : Epoch 1930 | loss: 0.0312445 | val_loss: 0.031241 | Time: 2769.44 ms [2021-07-05 02:24:09 main:574] : INFO : Epoch 1931 | loss: 0.0312416 | val_loss: 0.0312458 | Time: 2799.46 ms [2021-07-05 02:24:12 main:574] : INFO : Epoch 1932 | loss: 0.031243 | val_loss: 0.0312391 | Time: 2767.01 ms [2021-07-05 02:24:14 main:574] : INFO : Epoch 1933 | loss: 0.0312387 | val_loss: 0.03124 | Time: 2827.12 ms [2021-07-05 02:24:17 main:574] : INFO : Epoch 1934 | loss: 0.0312404 | val_loss: 0.031238 | Time: 2798.35 ms [2021-07-05 02:24:20 main:574] : INFO : Epoch 1935 | loss: 0.0312394 | val_loss: 0.0312355 | Time: 2818.97 ms [2021-07-05 02:24:23 main:574] : INFO : Epoch 1936 | loss: 0.0312408 | val_loss: 0.0312384 | Time: 2812.93 ms [2021-07-05 02:24:26 main:574] : INFO : Epoch 1937 | loss: 0.0312389 | val_loss: 0.0312356 | Time: 2804.15 ms [2021-07-05 02:24:28 main:574] : INFO : Epoch 1938 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 2795.62 ms [2021-07-05 02:24:31 main:574] : INFO : Epoch 1939 | loss: 0.0312431 | val_loss: 0.0312379 | Time: 2795.34 ms [2021-07-05 02:24:34 main:574] : INFO : Epoch 1940 | loss: 0.0312371 | val_loss: 0.0312356 | Time: 2730.98 ms [2021-07-05 02:24:37 main:574] : INFO : Epoch 1941 | loss: 0.0312381 | val_loss: 0.0312429 | Time: 2803.37 ms [2021-07-05 02:24:40 main:574] : INFO : Epoch 1942 | loss: 0.031247 | val_loss: 0.0312394 | Time: 2795.6 ms [2021-07-05 02:24:42 main:574] : INFO : Epoch 1943 | loss: 0.0312381 | val_loss: 0.0312392 | Time: 2767.46 ms [2021-07-05 02:24:44 main:574] : INFO : Epoch 1944 | loss: 0.0312336 | val_loss: 0.0312307 | Time: 1773.92 ms [2021-07-05 02:24:46 main:574] : INFO : Epoch 1945 | loss: 0.0312355 | val_loss: 0.031233 | Time: 1698.45 ms [2021-07-05 02:24:48 main:574] : INFO : Epoch 1946 | loss: 0.0312317 | val_loss: 0.0312365 | Time: 1695.57 ms [2021-07-05 02:24:49 main:574] : INFO : Epoch 1947 | loss: 0.0312331 | val_loss: 0.0312363 | Time: 1707.37 ms [2021-07-05 02:24:51 main:574] : INFO : Epoch 1948 | loss: 0.031235 | val_loss: 0.0312314 | Time: 1697.34 ms [2021-07-05 02:24:54 main:574] : INFO : Epoch 1949 | loss: 0.0312315 | val_loss: 0.0312311 | Time: 2649.65 ms [2021-07-05 02:24:56 main:574] : INFO : Epoch 1950 | loss: 0.0312329 | val_loss: 0.0312276 | Time: 2712.39 ms [2021-07-05 02:24:59 main:574] : INFO : Epoch 1951 | loss: 0.0312316 | val_loss: 0.0312428 | Time: 2774.53 ms [2021-07-05 02:25:02 main:574] : INFO : Epoch 1952 | loss: 0.0312296 | val_loss: 0.0312462 | Time: 2763.91 ms [2021-07-05 02:25:05 main:574] : INFO : Epoch 1953 | loss: 0.0312301 | val_loss: 0.0312262 | Time: 2844.68 ms [2021-07-05 02:25:08 main:574] : INFO : Epoch 1954 | loss: 0.0312284 | val_loss: 0.0312247 | Time: 2769.9 ms [2021-07-05 02:25:10 main:574] : INFO : Epoch 1955 | loss: 0.0312264 | val_loss: 0.0312241 | Time: 2705.74 ms [2021-07-05 02:25:13 main:574] : INFO : Epoch 1956 | loss: 0.0312213 | val_loss: 0.0312234 | Time: 2789.63 ms [2021-07-05 02:25:16 main:574] : INFO : Epoch 1957 | loss: 0.0312285 | val_loss: 0.0312473 | Time: 2761.48 ms [2021-07-05 02:25:19 main:574] : INFO : Epoch 1958 | loss: 0.0312263 | val_loss: 0.031225 | Time: 2835.89 ms [2021-07-05 02:25:21 main:574] : INFO : Epoch 1959 | loss: 0.0312239 | val_loss: 0.0312252 | Time: 2773.74 ms [2021-07-05 02:25:24 main:574] : INFO : Epoch 1960 | loss: 0.0312313 | val_loss: 0.0312329 | Time: 2843.43 ms [2021-07-05 02:25:27 main:574] : INFO : Epoch 1961 | loss: 0.0312267 | val_loss: 0.0312263 | Time: 2800.62 ms [2021-07-05 02:25:30 main:574] : INFO : Epoch 1962 | loss: 0.0312253 | val_loss: 0.031224 | Time: 2804.3 ms [2021-07-05 02:25:33 main:574] : INFO : Epoch 1963 | loss: 0.0312239 | val_loss: 0.0312249 | Time: 2798.55 ms [2021-07-05 02:25:36 main:574] : INFO : Epoch 1964 | loss: 0.0312355 | val_loss: 0.0312254 | Time: 2798.21 ms [2021-07-05 02:25:38 main:574] : INFO : Epoch 1965 | loss: 0.0312253 | val_loss: 0.0312299 | Time: 2802.97 ms [2021-07-05 02:25:41 main:574] : INFO : Epoch 1966 | loss: 0.0312227 | val_loss: 0.0312247 | Time: 2793.19 ms [2021-07-05 02:25:44 main:574] : INFO : Epoch 1967 | loss: 0.0312252 | val_loss: 0.0312213 | Time: 2829.22 ms [2021-07-05 02:25:47 main:574] : INFO : Epoch 1968 | loss: 0.0312332 | val_loss: 0.0312281 | Time: 2857.31 ms [2021-07-05 02:25:50 main:574] : INFO : Epoch 1969 | loss: 0.031226 | val_loss: 0.0312239 | Time: 2829.56 ms [2021-07-05 02:25:53 main:574] : INFO : Epoch 1970 | loss: 0.0312207 | val_loss: 0.0312322 | Time: 2773.28 ms [2021-07-05 02:25:55 main:574] : INFO : Epoch 1971 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 2781.29 ms [2021-07-05 02:25:58 main:574] : INFO : Epoch 1972 | loss: 0.0312189 | val_loss: 0.031225 | Time: 2786.72 ms [2021-07-05 02:26:01 main:574] : INFO : Epoch 1973 | loss: 0.0312232 | val_loss: 0.0312229 | Time: 2801.76 ms [2021-07-05 02:26:04 main:574] : INFO : Epoch 1974 | loss: 0.0312204 | val_loss: 0.0312241 | Time: 2819.48 ms [2021-07-05 02:26:07 main:574] : INFO : Epoch 1975 | loss: 0.0312197 | val_loss: 0.0312216 | Time: 2810.65 ms [2021-07-05 02:26:09 main:574] : INFO : Epoch 1976 | loss: 0.0312175 | val_loss: 0.0312238 | Time: 2817.05 ms [2021-07-05 02:26:12 main:574] : INFO : Epoch 1977 | loss: 0.0312194 | val_loss: 0.0312348 | Time: 2791.77 ms [2021-07-05 02:26:15 main:574] : INFO : Epoch 1978 | loss: 0.0312264 | val_loss: 0.0312403 | Time: 2795.32 ms [2021-07-05 02:26:18 main:574] : INFO : Epoch 1979 | loss: 0.0312241 | val_loss: 0.0312324 | Time: 2768.18 ms [2021-07-05 02:26:21 main:574] : INFO : Epoch 1980 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 2767.42 ms [2021-07-05 02:26:23 main:574] : INFO : Epoch 1981 | loss: 0.0312129 | val_loss: 0.0312257 | Time: 2749.17 ms [2021-07-05 02:26:26 main:574] : INFO : Epoch 1982 | loss: 0.0312292 | val_loss: 0.0312458 | Time: 2791.76 ms [2021-07-05 02:26:29 main:574] : INFO : Epoch 1983 | loss: 0.0312277 | val_loss: 0.031225 | Time: 2831.15 ms [2021-07-05 02:26:32 main:574] : INFO : Epoch 1984 | loss: 0.0312199 | val_loss: 0.0312202 | Time: 2791.42 ms [2021-07-05 02:26:35 main:574] : INFO : Epoch 1985 | loss: 0.0312225 | val_loss: 0.0312198 | Time: 2822.79 ms [2021-07-05 02:26:37 main:574] : INFO : Epoch 1986 | loss: 0.0312182 | val_loss: 0.0312179 | Time: 2844.63 ms [2021-07-05 02:26:40 main:574] : INFO : Epoch 1987 | loss: 0.0312262 | val_loss: 0.0312266 | Time: 2811.31 ms [2021-07-05 02:26:43 main:574] : INFO : Epoch 1988 | loss: 0.031223 | val_loss: 0.0312253 | Time: 2761.86 ms [2021-07-05 02:26:46 main:574] : INFO : Epoch 1989 | loss: 0.0312143 | val_loss: 0.0312204 | Time: 2765.82 ms [2021-07-05 02:26:49 main:574] : INFO : Epoch 1990 | loss: 0.0312153 | val_loss: 0.0312154 | Time: 2796.74 ms [2021-07-05 02:26:51 main:574] : INFO : Epoch 1991 | loss: 0.031213 | val_loss: 0.0312164 | Time: 2768.35 ms [2021-07-05 02:26:54 main:574] : INFO : Epoch 1992 | loss: 0.0312132 | val_loss: 0.0312183 | Time: 2829.97 ms [2021-07-05 02:26:57 main:574] : INFO : Epoch 1993 | loss: 0.0312141 | val_loss: 0.0312241 | Time: 2850.16 ms [2021-07-05 02:27:00 main:574] : INFO : Epoch 1994 | loss: 0.0312159 | val_loss: 0.0312161 | Time: 2790.68 ms [2021-07-05 02:27:03 main:574] : INFO : Epoch 1995 | loss: 0.0312237 | val_loss: 0.0312195 | Time: 2754.04 ms [2021-07-05 02:27:06 main:574] : INFO : Epoch 1996 | loss: 0.0312269 | val_loss: 0.0312244 | Time: 2842.95 ms [2021-07-05 02:27:08 main:574] : INFO : Epoch 1997 | loss: 0.0312197 | val_loss: 0.031218 | Time: 2844.5 ms [2021-07-05 02:27:11 main:574] : INFO : Epoch 1998 | loss: 0.0312188 | val_loss: 0.0312244 | Time: 2882.76 ms [2021-07-05 02:27:14 main:574] : INFO : Epoch 1999 | loss: 0.031215 | val_loss: 0.0312294 | Time: 2782.62 ms [2021-07-05 02:27:17 main:574] : INFO : Epoch 2000 | loss: 0.0312167 | val_loss: 0.0312143 | Time: 2783.28 ms [2021-07-05 02:27:20 main:574] : INFO : Epoch 2001 | loss: 0.0312126 | val_loss: 0.03122 | Time: 2830.67 ms [2021-07-05 02:27:22 main:574] : INFO : Epoch 2002 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 2827.02 ms [2021-07-05 02:27:25 main:574] : INFO : Epoch 2003 | loss: 0.031213 | val_loss: 0.0312138 | Time: 2867.42 ms [2021-07-05 02:27:28 main:574] : INFO : Epoch 2004 | loss: 0.031211 | val_loss: 0.0312338 | Time: 2825.65 ms [2021-07-05 02:27:31 main:574] : INFO : Epoch 2005 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 2744.52 ms [2021-07-05 02:27:34 main:574] : INFO : Epoch 2006 | loss: 0.0312125 | val_loss: 0.0312133 | Time: 2810.65 ms [2021-07-05 02:27:37 main:574] : INFO : Epoch 2007 | loss: 0.03121 | val_loss: 0.0312167 | Time: 2790.61 ms [2021-07-05 02:27:39 main:574] : INFO : Epoch 2008 | loss: 0.0312133 | val_loss: 0.0312472 | Time: 2797.64 ms [2021-07-05 02:27:42 main:574] : INFO : Epoch 2009 | loss: 0.0312303 | val_loss: 0.0312262 | Time: 2778.53 ms [2021-07-05 02:27:45 main:574] : INFO : Epoch 2010 | loss: 0.0312156 | val_loss: 0.0312159 | Time: 2788.9 ms [2021-07-05 02:27:48 main:574] : INFO : Epoch 2011 | loss: 0.0312146 | val_loss: 0.0312253 | Time: 2865.61 ms [2021-07-05 02:27:51 main:574] : INFO : Epoch 2012 | loss: 0.0312118 | val_loss: 0.0312242 | Time: 2747.55 ms [2021-07-05 02:27:53 main:574] : INFO : Epoch 2013 | loss: 0.0312115 | val_loss: 0.0312173 | Time: 2726.19 ms [2021-07-05 02:27:56 main:574] : INFO : Epoch 2014 | loss: 0.0312087 | val_loss: 0.0312162 | Time: 2780.44 ms [2021-07-05 02:27:59 main:574] : INFO : Epoch 2015 | loss: 0.0312162 | val_loss: 0.0312202 | Time: 2778.66 ms [2021-07-05 02:28:02 main:574] : INFO : Epoch 2016 | loss: 0.0312172 | val_loss: 0.0312153 | Time: 2751.57 ms [2021-07-05 02:28:05 main:574] : INFO : Epoch 2017 | loss: 0.0312103 | val_loss: 0.0312189 | Time: 2892.81 ms [2021-07-05 02:28:07 main:574] : INFO : Epoch 2018 | loss: 0.0312109 | val_loss: 0.0312205 | Time: 2840.04 ms [2021-07-05 02:28:10 main:574] : INFO : Epoch 2019 | loss: 0.0312087 | val_loss: 0.0312131 | Time: 2862.43 ms [2021-07-05 02:28:13 main:574] : INFO : Epoch 2020 | loss: 0.0312093 | val_loss: 0.0312181 | Time: 2820.09 ms [2021-07-05 02:28:16 main:574] : INFO : Epoch 2021 | loss: 0.031212 | val_loss: 0.0312162 | Time: 2864.59 ms [2021-07-05 02:28:19 main:574] : INFO : Epoch 2022 | loss: 0.0312094 | val_loss: 0.0312123 | Time: 2800.03 ms [2021-07-05 02:28:22 main:574] : INFO : Epoch 2023 | loss: 0.0312109 | val_loss: 0.03122 | Time: 2778.41 ms [2021-07-05 02:28:24 main:574] : INFO : Epoch 2024 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2792.93 ms [2021-07-05 02:28:27 main:574] : INFO : Epoch 2025 | loss: 0.031215 | val_loss: 0.0312234 | Time: 2781.02 ms [2021-07-05 02:28:30 main:574] : INFO : Epoch 2026 | loss: 0.0312176 | val_loss: 0.0312129 | Time: 2815.56 ms [2021-07-05 02:28:33 main:574] : INFO : Epoch 2027 | loss: 0.0312066 | val_loss: 0.0312199 | Time: 2868.51 ms [2021-07-05 02:28:36 main:574] : INFO : Epoch 2028 | loss: 0.0312077 | val_loss: 0.031211 | Time: 2763.31 ms [2021-07-05 02:28:38 main:574] : INFO : Epoch 2029 | loss: 0.0312067 | val_loss: 0.0312107 | Time: 2813.48 ms [2021-07-05 02:28:41 main:574] : INFO : Epoch 2030 | loss: 0.0312045 | val_loss: 0.0312139 | Time: 2708.35 ms [2021-07-05 02:28:44 main:574] : INFO : Epoch 2031 | loss: 0.0312146 | val_loss: 0.0312227 | Time: 2782.87 ms [2021-07-05 02:28:47 main:574] : INFO : Epoch 2032 | loss: 0.0312127 | val_loss: 0.0312217 | Time: 2804.81 ms [2021-07-05 02:28:50 main:574] : INFO : Epoch 2033 | loss: 0.0312128 | val_loss: 0.0312169 | Time: 2855.21 ms [2021-07-05 02:28:53 main:574] : INFO : Epoch 2034 | loss: 0.0312071 | val_loss: 0.0312135 | Time: 2865.02 ms [2021-07-05 02:28:55 main:574] : INFO : Epoch 2035 | loss: 0.0312051 | val_loss: 0.0312102 | Time: 2869.75 ms [2021-07-05 02:28:58 main:574] : INFO : Epoch 2036 | loss: 0.03121 | val_loss: 0.0312216 | Time: 2843 ms [2021-07-05 02:29:01 main:574] : INFO : Epoch 2037 | loss: 0.0312116 | val_loss: 0.031212 | Time: 2718.08 ms [2021-07-05 02:29:04 main:574] : INFO : Epoch 2038 | loss: 0.0312063 | val_loss: 0.0312146 | Time: 2827.77 ms [2021-07-05 02:29:07 main:574] : INFO : Epoch 2039 | loss: 0.0312073 | val_loss: 0.0312204 | Time: 2741.27 ms [2021-07-05 02:29:09 main:574] : INFO : Epoch 2040 | loss: 0.0312082 | val_loss: 0.03121 | Time: 2808.65 ms [2021-07-05 02:29:12 main:574] : INFO : Epoch 2041 | loss: 0.0312087 | val_loss: 0.0312215 | Time: 2820.55 ms [2021-07-05 02:29:15 main:574] : INFO : Epoch 2042 | loss: 0.0312069 | val_loss: 0.0312092 | Time: 2754.18 ms [2021-07-05 02:29:18 main:574] : INFO : Epoch 2043 | loss: 0.0312122 | val_loss: 0.0312199 | Time: 2810.96 ms [2021-07-05 02:29:21 main:574] : INFO : Epoch 2044 | loss: 0.0312124 | val_loss: 0.0312091 | Time: 2834.12 ms [2021-07-05 02:29:24 main:574] : INFO : Epoch 2045 | loss: 0.0312104 | val_loss: 0.0312216 | Time: 2813.19 ms [2021-07-05 02:29:26 main:574] : INFO : Epoch 2046 | loss: 0.0312082 | val_loss: 0.0312241 | Time: 2851.09 ms [2021-07-05 02:29:29 main:574] : INFO : Epoch 2047 | loss: 0.0312058 | val_loss: 0.0312099 | Time: 2792 ms [2021-07-05 02:29:32 main:574] : INFO : Epoch 2048 | loss: 0.0312023 | val_loss: 0.0312134 | Time: 2733.13 ms [2021-07-05 02:29:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312134 [2021-07-05 02:29:32 main:603] : INFO : Saving end state to config to file [2021-07-05 02:29:32 main:608] : INFO : Success, exiting.. 02:29:32 (11992): 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)