Task 14627602
| Name | ParityModified-1647046400-30878-3-0_0 |
| Workunit | 11639915 |
| Created | 24 Apr 2022, 8:24:55 UTC |
| Sent | 24 Apr 2022, 8:25:08 UTC |
| Report deadline | 2 May 2022, 8:25:08 UTC |
| Received | 25 Apr 2022, 3:11:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17056 |
| Run time | 2 hours 56 min 50 sec |
| CPU time | 2 hours 53 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,162.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.92 GB |
| Peak swap size | 4.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311172 | val_loss: 0.0311614 | Time: 2914.46 ms
[2022-04-24 20:46:20 main:574] : INFO : Epoch 1543 | loss: 0.0311196 | val_loss: 0.0311616 | Time: 2882.9 ms
[2022-04-24 20:46:23 main:574] : INFO : Epoch 1544 | loss: 0.0311171 | val_loss: 0.0311629 | Time: 2945.53 ms
[2022-04-24 20:46:26 main:574] : INFO : Epoch 1545 | loss: 0.0311153 | val_loss: 0.0311544 | Time: 2877.34 ms
[2022-04-24 20:46:29 main:574] : INFO : Epoch 1546 | loss: 0.0311135 | val_loss: 0.0311598 | Time: 2797.98 ms
[2022-04-24 20:46:32 main:574] : INFO : Epoch 1547 | loss: 0.031112 | val_loss: 0.0311619 | Time: 2992.45 ms
[2022-04-24 20:46:35 main:574] : INFO : Epoch 1548 | loss: 0.0311094 | val_loss: 0.0311621 | Time: 2961.03 ms
[2022-04-24 20:46:38 main:574] : INFO : Epoch 1549 | loss: 0.0311103 | val_loss: 0.0311608 | Time: 2963.28 ms
[2022-04-24 20:46:41 main:574] : INFO : Epoch 1550 | loss: 0.031108 | val_loss: 0.03117 | Time: 2862.29 ms
[2022-04-24 20:46:43 main:574] : INFO : Epoch 1551 | loss: 0.031108 | val_loss: 0.0311661 | Time: 2808.52 ms
[2022-04-24 20:46:46 main:574] : INFO : Epoch 1552 | loss: 0.0311104 | val_loss: 0.0311632 | Time: 2868.93 ms
[2022-04-24 20:46:49 main:574] : INFO : Epoch 1553 | loss: 0.0311104 | val_loss: 0.0311649 | Time: 2947.36 ms
[2022-04-24 20:46:52 main:574] : INFO : Epoch 1554 | loss: 0.0311079 | val_loss: 0.031165 | Time: 2820.86 ms
[2022-04-24 20:46:55 main:574] : INFO : Epoch 1555 | loss: 0.0311077 | val_loss: 0.0311726 | Time: 2856.38 ms
[2022-04-24 20:46:58 main:574] : INFO : Epoch 1556 | loss: 0.0311086 | val_loss: 0.0311634 | Time: 3155.99 ms
[2022-04-24 20:47:01 main:574] : INFO : Epoch 1557 | loss: 0.0311063 | val_loss: 0.0311618 | Time: 2926.59 ms
[2022-04-24 20:47:04 main:574] : INFO : Epoch 1558 | loss: 0.0311088 | val_loss: 0.0311635 | Time: 2901.08 ms
[2022-04-24 20:47:07 main:574] : INFO : Epoch 1559 | loss: 0.031109 | val_loss: 0.0311632 | Time: 2898.45 ms
[2022-04-24 20:47:10 main:574] : INFO : Epoch 1560 | loss: 0.0311089 | val_loss: 0.0311631 | Time: 2955.93 ms
[2022-04-24 20:47:13 main:574] : INFO : Epoch 1561 | loss: 0.0311036 | val_loss: 0.0311619 | Time: 2873.76 ms
[2022-04-24 20:47:16 main:574] : INFO : Epoch 1562 | loss: 0.0311033 | val_loss: 0.0311727 | Time: 2892.17 ms
[2022-04-24 20:47:19 main:574] : INFO : Epoch 1563 | loss: 0.0311041 | val_loss: 0.0311713 | Time: 2927.68 ms
[2022-04-24 20:47:22 main:574] : INFO : Epoch 1564 | loss: 0.0311061 | val_loss: 0.0311691 | Time: 3044.29 ms
[2022-04-24 20:47:24 main:574] : INFO : Epoch 1565 | loss: 0.0311029 | val_loss: 0.0311693 | Time: 2889.8 ms
[2022-04-24 20:47:27 main:574] : INFO : Epoch 1566 | loss: 0.0311023 | val_loss: 0.0311714 | Time: 2806.58 ms
[2022-04-24 20:47:30 main:574] : INFO : Epoch 1567 | loss: 0.0311043 | val_loss: 0.0311697 | Time: 2773.62 ms
[2022-04-24 20:47:33 main:574] : INFO : Epoch 1568 | loss: 0.0311037 | val_loss: 0.0311708 | Time: 2823.79 ms
[2022-04-24 20:47:36 main:574] : INFO : Epoch 1569 | loss: 0.0311031 | val_loss: 0.0311601 | Time: 2939.13 ms
[2022-04-24 20:47:39 main:574] : INFO : Epoch 1570 | loss: 0.0311063 | val_loss: 0.0311665 | Time: 3036.61 ms
[2022-04-24 20:47:42 main:574] : INFO : Epoch 1571 | loss: 0.031105 | val_loss: 0.0311618 | Time: 2960.68 ms
[2022-04-24 20:47:45 main:574] : INFO : Epoch 1572 | loss: 0.0311036 | val_loss: 0.0311643 | Time: 2859.53 ms
[2022-04-24 20:47:48 main:574] : INFO : Epoch 1573 | loss: 0.0311018 | val_loss: 0.0311701 | Time: 2964.78 ms
[2022-04-24 20:47:51 main:574] : INFO : Epoch 1574 | loss: 0.031101 | val_loss: 0.0311646 | Time: 2856.7 ms
[2022-04-24 20:47:54 main:574] : INFO : Epoch 1575 | loss: 0.0310993 | val_loss: 0.0311654 | Time: 2918.48 ms
[2022-04-24 20:47:56 main:574] : INFO : Epoch 1576 | loss: 0.0311012 | val_loss: 0.0311602 | Time: 2862.58 ms
[2022-04-24 20:47:59 main:574] : INFO : Epoch 1577 | loss: 0.0311013 | val_loss: 0.031169 | Time: 2972.69 ms
[2022-04-24 20:48:02 main:574] : INFO : Epoch 1578 | loss: 0.0311044 | val_loss: 0.0311665 | Time: 3077.31 ms
[2022-04-24 20:48:05 main:574] : INFO : Epoch 1579 | loss: 0.031104 | val_loss: 0.031166 | Time: 2962.11 ms
[2022-04-24 20:48:08 main:574] : INFO : Epoch 1580 | loss: 0.0311014 | val_loss: 0.0311653 | Time: 2924.07 ms
[2022-04-24 20:48:11 main:574] : INFO : Epoch 1581 | loss: 0.0311033 | val_loss: 0.031166 | Time: 2841.09 ms
[2022-04-24 20:48:14 main:574] : INFO : Epoch 1582 | loss: 0.0311098 | val_loss: 0.0311723 | Time: 2836.29 ms
[2022-04-24 20:48:17 main:574] : INFO : Epoch 1583 | loss: 0.0311094 | val_loss: 0.031171 | Time: 2850.77 ms
[2022-04-24 20:48:20 main:574] : INFO : Epoch 1584 | loss: 0.0311065 | val_loss: 0.0311681 | Time: 2936.61 ms
[2022-04-24 20:48:23 main:574] : INFO : Epoch 1585 | loss: 0.0311119 | val_loss: 0.0311699 | Time: 2849.55 ms
[2022-04-24 20:48:26 main:574] : INFO : Epoch 1586 | loss: 0.0311143 | val_loss: 0.031163 | Time: 2872.11 ms
[2022-04-24 20:48:29 main:574] : INFO : Epoch 1587 | loss: 0.0311241 | val_loss: 0.0311663 | Time: 2968.75 ms
[2022-04-24 20:48:32 main:574] : INFO : Epoch 1588 | loss: 0.0311185 | val_loss: 0.0311651 | Time: 2922.4 ms
[2022-04-24 20:48:34 main:574] : INFO : Epoch 1589 | loss: 0.0311127 | val_loss: 0.0311644 | Time: 2909.3 ms
[2022-04-24 20:48:37 main:574] : INFO : Epoch 1590 | loss: 0.031115 | val_loss: 0.03117 | Time: 2904.52 ms
[2022-04-24 20:48:40 main:574] : INFO : Epoch 1591 | loss: 0.0311178 | val_loss: 0.0311721 | Time: 2875.73 ms
[2022-04-24 20:48:43 main:574] : INFO : Epoch 1592 | loss: 0.0311164 | val_loss: 0.0311703 | Time: 2889.32 ms
[2022-04-24 20:48:46 main:574] : INFO : Epoch 1593 | loss: 0.0311139 | val_loss: 0.0311647 | Time: 2862.89 ms
[2022-04-24 20:48:49 main:574] : INFO : Epoch 1594 | loss: 0.0311136 | val_loss: 0.0311639 | Time: 2980.34 ms
[2022-04-24 20:48:52 main:574] : INFO : Epoch 1595 | loss: 0.0311087 | val_loss: 0.0311622 | Time: 2906.78 ms
[2022-04-24 20:49:05 main:574] : INFO : Epoch 1596 | loss: 0.0311058 | val_loss: 0.0311591 | Time: 13386.3 ms
[2022-04-24 20:49:08 main:574] : INFO : Epoch 1597 | loss: 0.0311072 | val_loss: 0.0311704 | Time: 2957.78 ms
[2022-04-24 20:49:11 main:574] : INFO : Epoch 1598 | loss: 0.0311076 | val_loss: 0.0311695 | Time: 2821.32 ms
[2022-04-24 20:49:14 main:574] : INFO : Epoch 1599 | loss: 0.031104 | val_loss: 0.0311684 | Time: 2886.02 ms
[2022-04-24 20:49:17 main:574] : INFO : Epoch 1600 | loss: 0.0311054 | val_loss: 0.0311679 | Time: 2847.83 ms
[2022-04-24 20:49:20 main:574] : INFO : Epoch 1601 | loss: 0.0311037 | val_loss: 0.0311727 | Time: 2885 ms
[2022-04-24 20:49:23 main:574] : INFO : Epoch 1602 | loss: 0.0311013 | val_loss: 0.0311641 | Time: 2962.84 ms
[2022-04-24 20:49:26 main:574] : INFO : Epoch 1603 | loss: 0.0311029 | val_loss: 0.0311717 | Time: 3004.29 ms
[2022-04-24 20:49:29 main:574] : INFO : Epoch 1604 | loss: 0.0311057 | val_loss: 0.0311632 | Time: 2950.37 ms
[2022-04-24 20:49:32 main:574] : INFO : Epoch 1605 | loss: 0.0311056 | val_loss: 0.0311661 | Time: 2879.56 ms
[2022-04-24 20:49:34 main:574] : INFO : Epoch 1606 | loss: 0.0311054 | val_loss: 0.0311641 | Time: 2825.76 ms
[2022-04-24 20:49:37 main:574] : INFO : Epoch 1607 | loss: 0.0311034 | val_loss: 0.0311637 | Time: 2812.69 ms
[2022-04-24 20:49:40 main:574] : INFO : Epoch 1608 | loss: 0.0311071 | val_loss: 0.0311684 | Time: 2884.99 ms
[2022-04-24 20:49:43 main:574] : INFO : Epoch 1609 | loss: 0.0311055 | val_loss: 0.0311694 | Time: 2898.17 ms
[2022-04-24 20:49:46 main:574] : INFO : Epoch 1610 | loss: 0.0311041 | val_loss: 0.0311688 | Time: 2887.28 ms
[2022-04-24 20:49:49 main:574] : INFO : Epoch 1611 | loss: 0.0311034 | val_loss: 0.031158 | Time: 2943.77 ms
[2022-04-24 20:49:52 main:574] : INFO : Epoch 1612 | loss: 0.031103 | val_loss: 0.031162 | Time: 2934.08 ms
[2022-04-24 20:49:55 main:574] : INFO : Epoch 1613 | loss: 0.0311014 | val_loss: 0.031168 | Time: 2854.11 ms
[2022-04-24 20:49:58 main:574] : INFO : Epoch 1614 | loss: 0.0310983 | val_loss: 0.0311744 | Time: 2885.22 ms
[2022-04-24 20:50:01 main:574] : INFO : Epoch 1615 | loss: 0.0310991 | val_loss: 0.0311646 | Time: 2924.05 ms
[2022-04-24 20:50:03 main:574] : INFO : Epoch 1616 | loss: 0.0310999 | val_loss: 0.0311643 | Time: 2900.46 ms
[2022-04-24 20:50:06 main:574] : INFO : Epoch 1617 | loss: 0.0311006 | val_loss: 0.0311695 | Time: 2819.65 ms
[2022-04-24 20:50:09 main:574] : INFO : Epoch 1618 | loss: 0.0311001 | val_loss: 0.031178 | Time: 3079.24 ms
[2022-04-24 20:50:12 main:574] : INFO : Epoch 1619 | loss: 0.0311005 | val_loss: 0.0311868 | Time: 2838.92 ms
[2022-04-24 20:50:15 main:574] : INFO : Epoch 1620 | loss: 0.0310998 | val_loss: 0.0311719 | Time: 2964.69 ms
[2022-04-24 20:50:18 main:574] : INFO : Epoch 1621 | loss: 0.0310993 | val_loss: 0.0311689 | Time: 2899.68 ms
[2022-04-24 20:50:21 main:574] : INFO : Epoch 1622 | loss: 0.0311009 | val_loss: 0.0311785 | Time: 2913.35 ms
[2022-04-24 20:50:24 main:574] : INFO : Epoch 1623 | loss: 0.0310989 | val_loss: 0.0311655 | Time: 2840.49 ms
[2022-04-24 20:50:27 main:574] : INFO : Epoch 1624 | loss: 0.0311063 | val_loss: 0.0311616 | Time: 2916.83 ms
[2022-04-24 20:50:30 main:574] : INFO : Epoch 1625 | loss: 0.0311043 | val_loss: 0.0311695 | Time: 2947.51 ms
[2022-04-24 20:50:33 main:574] : INFO : Epoch 1626 | loss: 0.031104 | val_loss: 0.0311628 | Time: 2949.61 ms
[2022-04-24 20:50:36 main:574] : INFO : Epoch 1627 | loss: 0.031105 | val_loss: 0.0311738 | Time: 2874.49 ms
[2022-04-24 20:50:38 main:574] : INFO : Epoch 1628 | loss: 0.0311034 | val_loss: 0.03118 | Time: 2819.05 ms
[2022-04-24 20:50:41 main:574] : INFO : Epoch 1629 | loss: 0.0311089 | val_loss: 0.0311672 | Time: 2883.21 ms
[2022-04-24 20:50:44 main:574] : INFO : Epoch 1630 | loss: 0.0311056 | val_loss: 0.0311689 | Time: 2956.4 ms
[2022-04-24 20:50:47 main:574] : INFO : Epoch 1631 | loss: 0.0311028 | val_loss: 0.0311634 | Time: 2935.45 ms
[2022-04-24 20:50:50 main:574] : INFO : Epoch 1632 | loss: 0.0311016 | val_loss: 0.0311702 | Time: 2968.52 ms
[2022-04-24 20:50:53 main:574] : INFO : Epoch 1633 | loss: 0.0311008 | val_loss: 0.0311635 | Time: 2996.85 ms
[2022-04-24 20:50:56 main:574] : INFO : Epoch 1634 | loss: 0.031103 | val_loss: 0.0311628 | Time: 2881 ms
[2022-04-24 20:50:59 main:574] : INFO : Epoch 1635 | loss: 0.0311106 | val_loss: 0.0311597 | Time: 2984.62 ms
[2022-04-24 20:51:02 main:574] : INFO : Epoch 1636 | loss: 0.0311167 | val_loss: 0.0311606 | Time: 2941.36 ms
[2022-04-24 20:51:05 main:574] : INFO : Epoch 1637 | loss: 0.0311187 | val_loss: 0.0311616 | Time: 2773.11 ms
[2022-04-24 20:51:08 main:574] : INFO : Epoch 1638 | loss: 0.0311149 | val_loss: 0.0311569 | Time: 2875.95 ms
[2022-04-24 20:51:11 main:574] : INFO : Epoch 1639 | loss: 0.0311134 | val_loss: 0.0311668 | Time: 3132.02 ms
[2022-04-24 20:51:14 main:574] : INFO : Epoch 1640 | loss: 0.0311153 | val_loss: 0.0311637 | Time: 2915.72 ms
[2022-04-24 20:51:17 main:574] : INFO : Epoch 1641 | loss: 0.0311116 | val_loss: 0.0311719 | Time: 2898.56 ms
[2022-04-24 20:51:20 main:574] : INFO : Epoch 1642 | loss: 0.031109 | val_loss: 0.031162 | Time: 2911.04 ms
[2022-04-24 20:51:23 main:574] : INFO : Epoch 1643 | loss: 0.0311111 | val_loss: 0.0311725 | Time: 2927 ms
[2022-04-24 20:51:25 main:574] : INFO : Epoch 1644 | loss: 0.0311071 | val_loss: 0.0311658 | Time: 2849.27 ms
[2022-04-24 20:51:28 main:574] : INFO : Epoch 1645 | loss: 0.0311057 | val_loss: 0.0311681 | Time: 2879.26 ms
[2022-04-24 20:51:31 main:574] : INFO : Epoch 1646 | loss: 0.0311059 | val_loss: 0.0311752 | Time: 2915.53 ms
[2022-04-24 20:51:34 main:574] : INFO : Epoch 1647 | loss: 0.0311038 | val_loss: 0.0311662 | Time: 2873.36 ms
[2022-04-24 20:51:37 main:574] : INFO : Epoch 1648 | loss: 0.0311069 | val_loss: 0.0311719 | Time: 2899.64 ms
[2022-04-24 20:51:40 main:574] : INFO : Epoch 1649 | loss: 0.031107 | val_loss: 0.031164 | Time: 2943.59 ms
[2022-04-24 20:51:43 main:574] : INFO : Epoch 1650 | loss: 0.0311052 | val_loss: 0.0311697 | Time: 2828.06 ms
[2022-04-24 20:51:46 main:574] : INFO : Epoch 1651 | loss: 0.0311064 | val_loss: 0.0311741 | Time: 2881.41 ms
[2022-04-24 20:51:49 main:574] : INFO : Epoch 1652 | loss: 0.0311049 | val_loss: 0.0311728 | Time: 2858.46 ms
[2022-04-24 20:51:52 main:574] : INFO : Epoch 1653 | loss: 0.0311028 | val_loss: 0.0311751 | Time: 2948.05 ms
[2022-04-24 20:51:55 main:574] : INFO : Epoch 1654 | loss: 0.0311019 | val_loss: 0.0311704 | Time: 2949.65 ms
[2022-04-24 20:51:58 main:574] : INFO : Epoch 1655 | loss: 0.0311072 | val_loss: 0.0311637 | Time: 2915.43 ms
[2022-04-24 20:52:00 main:574] : INFO : Epoch 1656 | loss: 0.0311065 | val_loss: 0.0311723 | Time: 2835.49 ms
[2022-04-24 20:52:03 main:574] : INFO : Epoch 1657 | loss: 0.0311039 | val_loss: 0.0311701 | Time: 2862.16 ms
[2022-04-24 20:52:06 main:574] : INFO : Epoch 1658 | loss: 0.0311066 | val_loss: 0.0311733 | Time: 2985.05 ms
[2022-04-24 20:52:09 main:574] : INFO : Epoch 1659 | loss: 0.0311037 | val_loss: 0.0311714 | Time: 2952.33 ms
[2022-04-24 20:52:12 main:574] : INFO : Epoch 1660 | loss: 0.0311051 | val_loss: 0.0311696 | Time: 2915.04 ms
[2022-04-24 20:52:15 main:574] : INFO : Epoch 1661 | loss: 0.0311038 | val_loss: 0.0311673 | Time: 2881.56 ms
[2022-04-24 20:52:18 main:574] : INFO : Epoch 1662 | loss: 0.0311014 | val_loss: 0.0311729 | Time: 3019.67 ms
[2022-04-24 20:52:21 main:574] : INFO : Epoch 1663 | loss: 0.0311002 | val_loss: 0.0311686 | Time: 2942.39 ms
[2022-04-24 20:52:24 main:574] : INFO : Epoch 1664 | loss: 0.0310975 | val_loss: 0.0311763 | Time: 2882.81 ms
[2022-04-24 20:52:27 main:574] : INFO : Epoch 1665 | loss: 0.0310963 | val_loss: 0.0311643 | Time: 2937.31 ms
[2022-04-24 20:52:30 main:574] : INFO : Epoch 1666 | loss: 0.0310965 | val_loss: 0.031178 | Time: 2937.35 ms
[2022-04-24 20:52:33 main:574] : INFO : Epoch 1667 | loss: 0.031096 | val_loss: 0.0311698 | Time: 2895.4 ms
[2022-04-24 20:52:36 main:574] : INFO : Epoch 1668 | loss: 0.0310964 | val_loss: 0.0311753 | Time: 2949.69 ms
[2022-04-24 20:52:39 main:574] : INFO : Epoch 1669 | loss: 0.0310956 | val_loss: 0.0311792 | Time: 2942.36 ms
[2022-04-24 20:52:41 main:574] : INFO : Epoch 1670 | loss: 0.0310967 | val_loss: 0.0311693 | Time: 2889.89 ms
[2022-04-24 20:52:44 main:574] : INFO : Epoch 1671 | loss: 0.0311019 | val_loss: 0.0311753 | Time: 2895.02 ms
[2022-04-24 20:52:47 main:574] : INFO : Epoch 1672 | loss: 0.0311038 | val_loss: 0.0311741 | Time: 2867.75 ms
[2022-04-24 20:52:50 main:574] : INFO : Epoch 1673 | loss: 0.0311015 | val_loss: 0.0311683 | Time: 2984.76 ms
[2022-04-24 20:52:53 main:574] : INFO : Epoch 1674 | loss: 0.0310981 | val_loss: 0.0311708 | Time: 2901.07 ms
[2022-04-24 20:52:56 main:574] : INFO : Epoch 1675 | loss: 0.0311 | val_loss: 0.0311669 | Time: 2879.13 ms
[2022-04-24 20:52:59 main:574] : INFO : Epoch 1676 | loss: 0.0310973 | val_loss: 0.0311753 | Time: 2925.7 ms
[2022-04-24 20:53:02 main:574] : INFO : Epoch 1677 | loss: 0.0310961 | val_loss: 0.0311674 | Time: 2953.07 ms
[2022-04-24 20:53:05 main:574] : INFO : Epoch 1678 | loss: 0.0310976 | val_loss: 0.0311683 | Time: 2820.33 ms
[2022-04-24 20:53:08 main:574] : INFO : Epoch 1679 | loss: 0.0311058 | val_loss: 0.0311737 | Time: 2876.46 ms
[2022-04-24 20:53:11 main:574] : INFO : Epoch 1680 | loss: 0.0311111 | val_loss: 0.0311643 | Time: 2917.67 ms
[2022-04-24 20:53:14 main:574] : INFO : Epoch 1681 | loss: 0.0311131 | val_loss: 0.0311713 | Time: 2916.16 ms
[2022-04-24 20:53:16 main:574] : INFO : Epoch 1682 | loss: 0.0311114 | val_loss: 0.0311656 | Time: 2803.61 ms
[2022-04-24 20:53:19 main:574] : INFO : Epoch 1683 | loss: 0.0311076 | val_loss: 0.0311621 | Time: 2976.62 ms
[2022-04-24 20:53:22 main:574] : INFO : Epoch 1684 | loss: 0.0311033 | val_loss: 0.0311609 | Time: 3074.31 ms
[2022-04-24 20:53:25 main:574] : INFO : Epoch 1685 | loss: 0.0311021 | val_loss: 0.031175 | Time: 2931.35 ms
[2022-04-24 20:53:28 main:574] : INFO : Epoch 1686 | loss: 0.0310989 | val_loss: 0.0311633 | Time: 3015.56 ms
[2022-04-24 20:53:31 main:574] : INFO : Epoch 1687 | loss: 0.0310989 | val_loss: 0.0311637 | Time: 2812.32 ms
[2022-04-24 20:53:34 main:574] : INFO : Epoch 1688 | loss: 0.0310994 | val_loss: 0.0311691 | Time: 2840.68 ms
[2022-04-24 20:53:37 main:574] : INFO : Epoch 1689 | loss: 0.0310992 | val_loss: 0.0311702 | Time: 2915.68 ms
[2022-04-24 20:53:40 main:574] : INFO : Epoch 1690 | loss: 0.0310978 | val_loss: 0.0311661 | Time: 2873.87 ms
[2022-04-24 20:53:43 main:574] : INFO : Epoch 1691 | loss: 0.0310969 | val_loss: 0.0311615 | Time: 2905.21 ms
[2022-04-24 20:53:46 main:574] : INFO : Epoch 1692 | loss: 0.0310951 | val_loss: 0.031167 | Time: 3002.63 ms
[2022-04-24 20:53:49 main:574] : INFO : Epoch 1693 | loss: 0.0310951 | val_loss: 0.0311654 | Time: 2880.06 ms
[2022-04-24 20:53:52 main:574] : INFO : Epoch 1694 | loss: 0.0310987 | val_loss: 0.0311706 | Time: 3066.58 ms
[2022-04-24 20:53:55 main:574] : INFO : Epoch 1695 | loss: 0.0311 | val_loss: 0.0311716 | Time: 2867.92 ms
[2022-04-24 20:53:58 main:574] : INFO : Epoch 1696 | loss: 0.0310999 | val_loss: 0.0311618 | Time: 2839.56 ms
[2022-04-24 20:54:00 main:574] : INFO : Epoch 1697 | loss: 0.0311043 | val_loss: 0.0311685 | Time: 2940.09 ms
[2022-04-24 20:54:03 main:574] : INFO : Epoch 1698 | loss: 0.0311108 | val_loss: 0.0311614 | Time: 2951.86 ms
[2022-04-24 20:54:06 main:574] : INFO : Epoch 1699 | loss: 0.0311155 | val_loss: 0.0311627 | Time: 2881.35 ms
[2022-04-24 20:54:09 main:574] : INFO : Epoch 1700 | loss: 0.0311083 | val_loss: 0.0311599 | Time: 2881.43 ms
[2022-04-24 20:54:12 main:574] : INFO : Epoch 1701 | loss: 0.0311046 | val_loss: 0.0311607 | Time: 2950.02 ms
[2022-04-24 20:54:15 main:574] : INFO : Epoch 1702 | loss: 0.0311016 | val_loss: 0.0311691 | Time: 3055.03 ms
[2022-04-24 20:54:18 main:574] : INFO : Epoch 1703 | loss: 0.0311028 | val_loss: 0.0311624 | Time: 2886.81 ms
[2022-04-24 20:54:21 main:574] : INFO : Epoch 1704 | loss: 0.0310995 | val_loss: 0.0311692 | Time: 2868.55 ms
[2022-04-24 20:54:24 main:574] : INFO : Epoch 1705 | loss: 0.0310992 | val_loss: 0.0311717 | Time: 2913.2 ms
[2022-04-24 20:54:27 main:574] : INFO : Epoch 1706 | loss: 0.0310989 | val_loss: 0.0311694 | Time: 3079.07 ms
[2022-04-24 20:54:30 main:574] : INFO : Epoch 1707 | loss: 0.0310959 | val_loss: 0.0311685 | Time: 2900.68 ms
[2022-04-24 20:54:33 main:574] : INFO : Epoch 1708 | loss: 0.0310948 | val_loss: 0.0311675 | Time: 2957.22 ms
[2022-04-24 20:54:36 main:574] : INFO : Epoch 1709 | loss: 0.0311044 | val_loss: 0.0311672 | Time: 2895.62 ms
[2022-04-24 20:54:39 main:574] : INFO : Epoch 1710 | loss: 0.0311024 | val_loss: 0.0311705 | Time: 2962.58 ms
[2022-04-24 20:54:42 main:574] : INFO : Epoch 1711 | loss: 0.0310986 | val_loss: 0.0311606 | Time: 2891.9 ms
[2022-04-24 20:54:45 main:574] : INFO : Epoch 1712 | loss: 0.031098 | val_loss: 0.0311656 | Time: 2845.64 ms
[2022-04-24 20:54:47 main:574] : INFO : Epoch 1713 | loss: 0.031096 | val_loss: 0.0311727 | Time: 2912.08 ms
[2022-04-24 20:54:50 main:574] : INFO : Epoch 1714 | loss: 0.0310953 | val_loss: 0.0311657 | Time: 2929.62 ms
[2022-04-24 20:54:53 main:574] : INFO : Epoch 1715 | loss: 0.0310924 | val_loss: 0.031177 | Time: 3034.23 ms
[2022-04-24 20:54:56 main:574] : INFO : Epoch 1716 | loss: 0.0310982 | val_loss: 0.0311691 | Time: 2982.82 ms
[2022-04-24 20:54:59 main:574] : INFO : Epoch 1717 | loss: 0.0311046 | val_loss: 0.0311791 | Time: 2855.27 ms
[2022-04-24 20:55:02 main:574] : INFO : Epoch 1718 | loss: 0.0311073 | val_loss: 0.0311768 | Time: 2960.26 ms
[2022-04-24 20:55:05 main:574] : INFO : Epoch 1719 | loss: 0.0311062 | val_loss: 0.0311647 | Time: 2875.42 ms
[2022-04-24 20:55:08 main:574] : INFO : Epoch 1720 | loss: 0.0311053 | val_loss: 0.0311599 | Time: 2855.38 ms
[2022-04-24 20:55:11 main:574] : INFO : Epoch 1721 | loss: 0.0311067 | val_loss: 0.0311696 | Time: 2901.28 ms
[2022-04-24 20:55:14 main:574] : INFO : Epoch 1722 | loss: 0.0311166 | val_loss: 0.0311654 | Time: 2916.91 ms
[2022-04-24 20:55:17 main:574] : INFO : Epoch 1723 | loss: 0.031114 | val_loss: 0.031169 | Time: 2877.57 ms
[2022-04-24 20:55:20 main:574] : INFO : Epoch 1724 | loss: 0.031109 | val_loss: 0.0311671 | Time: 2896.92 ms
[2022-04-24 20:55:23 main:574] : INFO : Epoch 1725 | loss: 0.0311072 | val_loss: 0.0311651 | Time: 2879.52 ms
[2022-04-24 20:55:25 main:574] : INFO : Epoch 1726 | loss: 0.0311045 | val_loss: 0.0311658 | Time: 2837.82 ms
[2022-04-24 20:55:28 main:574] : INFO : Epoch 1727 | loss: 0.0311024 | val_loss: 0.0311639 | Time: 3011.35 ms
[2022-04-24 20:55:32 main:574] : INFO : Epoch 1728 | loss: 0.031104 | val_loss: 0.0311664 | Time: 3197.2 ms
[2022-04-24 20:55:35 main:574] : INFO : Epoch 1729 | loss: 0.0311037 | val_loss: 0.0311662 | Time: 2932.55 ms
[2022-04-24 20:55:37 main:574] : INFO : Epoch 1730 | loss: 0.0311012 | val_loss: 0.0311583 | Time: 2854.29 ms
[2022-04-24 20:55:40 main:574] : INFO : Epoch 1731 | loss: 0.0311053 | val_loss: 0.0311634 | Time: 2817.75 ms
[2022-04-24 20:55:43 main:574] : INFO : Epoch 1732 | loss: 0.0311049 | val_loss: 0.0311583 | Time: 2900.95 ms
[2022-04-24 20:55:46 main:574] : INFO : Epoch 1733 | loss: 0.031103 | val_loss: 0.0311612 | Time: 2870.08 ms
[2022-04-24 20:55:49 main:574] : INFO : Epoch 1734 | loss: 0.0311029 | val_loss: 0.0311754 | Time: 2971.43 ms
[2022-04-24 20:55:52 main:574] : INFO : Epoch 1735 | loss: 0.0311054 | val_loss: 0.0311681 | Time: 2863.4 ms
[2022-04-24 20:55:55 main:574] : INFO : Epoch 1736 | loss: 0.0311044 | val_loss: 0.0311685 | Time: 2897.44 ms
[2022-04-24 20:55:58 main:574] : INFO : Epoch 1737 | loss: 0.03111 | val_loss: 0.0311696 | Time: 2977.14 ms
[2022-04-24 20:56:01 main:574] : INFO : Epoch 1738 | loss: 0.0311111 | val_loss: 0.0311715 | Time: 2993.56 ms
[2022-04-24 20:56:04 main:574] : INFO : Epoch 1739 | loss: 0.031109 | val_loss: 0.0311701 | Time: 2932.23 ms
[2022-04-24 20:56:07 main:574] : INFO : Epoch 1740 | loss: 0.031102 | val_loss: 0.0311659 | Time: 2866.61 ms
[2022-04-24 20:56:10 main:574] : INFO : Epoch 1741 | loss: 0.0310999 | val_loss: 0.0311669 | Time: 2848 ms
[2022-04-24 20:56:12 main:574] : INFO : Epoch 1742 | loss: 0.0311002 | val_loss: 0.0311726 | Time: 2833.52 ms
[2022-04-24 20:56:15 main:574] : INFO : Epoch 1743 | loss: 0.0310959 | val_loss: 0.0311704 | Time: 2806.94 ms
[2022-04-24 20:56:18 main:574] : INFO : Epoch 1744 | loss: 0.0310986 | val_loss: 0.0311753 | Time: 2861.11 ms
[2022-04-24 20:56:21 main:574] : INFO : Epoch 1745 | loss: 0.0311028 | val_loss: 0.0311675 | Time: 3048.66 ms
[2022-04-24 20:56:24 main:574] : INFO : Epoch 1746 | loss: 0.0311053 | val_loss: 0.0311683 | Time: 2895.76 ms
[2022-04-24 20:56:27 main:574] : INFO : Epoch 1747 | loss: 0.0311039 | val_loss: 0.0311714 | Time: 2797.8 ms
[2022-04-24 20:56:30 main:574] : INFO : Epoch 1748 | loss: 0.0311029 | val_loss: 0.0311697 | Time: 2989.08 ms
[2022-04-24 20:56:33 main:574] : INFO : Epoch 1749 | loss: 0.0311004 | val_loss: 0.0311603 | Time: 3109.69 ms
[2022-04-24 20:56:36 main:574] : INFO : Epoch 1750 | loss: 0.0311022 | val_loss: 0.031167 | Time: 2962.04 ms
[2022-04-24 20:56:39 main:574] : INFO : Epoch 1751 | loss: 0.0310969 | val_loss: 0.0311652 | Time: 2880.18 ms
[2022-04-24 20:56:42 main:574] : INFO : Epoch 1752 | loss: 0.0311002 | val_loss: 0.0311707 | Time: 3028.17 ms
[2022-04-24 20:56:45 main:574] : INFO : Epoch 1753 | loss: 0.0311055 | val_loss: 0.0311646 | Time: 2824.98 ms
[2022-04-24 20:56:48 main:574] : INFO : Epoch 1754 | loss: 0.0311011 | val_loss: 0.0311634 | Time: 2828.68 ms
[2022-04-24 20:56:50 main:574] : INFO : Epoch 1755 | loss: 0.0311017 | val_loss: 0.0311653 | Time: 2903.03 ms
[2022-04-24 20:56:53 main:574] : INFO : Epoch 1756 | loss: 0.03111 | val_loss: 0.0311638 | Time: 2981.38 ms
[2022-04-24 20:56:56 main:574] : INFO : Epoch 1757 | loss: 0.0311044 | val_loss: 0.0311663 | Time: 2982.96 ms
[2022-04-24 20:56:59 main:574] : INFO : Epoch 1758 | loss: 0.0311008 | val_loss: 0.0311622 | Time: 2932.87 ms
[2022-04-24 20:57:02 main:574] : INFO : Epoch 1759 | loss: 0.0311019 | val_loss: 0.0311628 | Time: 2874.83 ms
[2022-04-24 20:57:05 main:574] : INFO : Epoch 1760 | loss: 0.0311051 | val_loss: 0.0311642 | Time: 2847.62 ms
[2022-04-24 20:57:08 main:574] : INFO : Epoch 1761 | loss: 0.0311012 | val_loss: 0.0311661 | Time: 2978.09 ms
[2022-04-24 20:57:11 main:574] : INFO : Epoch 1762 | loss: 0.0311016 | val_loss: 0.0311663 | Time: 2951.76 ms
[2022-04-24 20:57:14 main:574] : INFO : Epoch 1763 | loss: 0.0311017 | val_loss: 0.0311702 | Time: 2853.73 ms
[2022-04-24 20:57:17 main:574] : INFO : Epoch 1764 | loss: 0.0311026 | val_loss: 0.031169 | Time: 2885.21 ms
[2022-04-24 20:57:20 main:574] : INFO : Epoch 1765 | loss: 0.0311004 | val_loss: 0.0311665 | Time: 2941.11 ms
[2022-04-24 20:57:23 main:574] : INFO : Epoch 1766 | loss: 0.031098 | val_loss: 0.0311704 | Time: 2860.76 ms
[2022-04-24 20:57:25 main:574] : INFO : Epoch 1767 | loss: 0.0310977 | val_loss: 0.0311708 | Time: 2800.97 ms
[2022-04-24 20:57:28 main:574] : INFO : Epoch 1768 | loss: 0.0310952 | val_loss: 0.031169 | Time: 2967.1 ms
[2022-04-24 20:57:31 main:574] : INFO : Epoch 1769 | loss: 0.0310963 | val_loss: 0.0311684 | Time: 2933.89 ms
[2022-04-24 20:57:34 main:574] : INFO : Epoch 1770 | loss: 0.0311025 | val_loss: 0.0311627 | Time: 2887.91 ms
[2022-04-24 20:57:37 main:574] : INFO : Epoch 1771 | loss: 0.0311018 | val_loss: 0.0311656 | Time: 3041.33 ms
[2022-04-24 20:57:40 main:574] : INFO : Epoch 1772 | loss: 0.031104 | val_loss: 0.0311641 | Time: 3044.18 ms
[2022-04-24 20:57:43 main:574] : INFO : Epoch 1773 | loss: 0.0311026 | val_loss: 0.0311617 | Time: 2875.74 ms
[2022-04-24 20:57:46 main:574] : INFO : Epoch 1774 | loss: 0.0310983 | val_loss: 0.0311679 | Time: 2904.09 ms
[2022-04-24 20:57:49 main:574] : INFO : Epoch 1775 | loss: 0.0310988 | val_loss: 0.0311626 | Time: 2878.23 ms
[2022-04-24 20:57:52 main:574] : INFO : Epoch 1776 | loss: 0.0310972 | val_loss: 0.0311646 | Time: 2874.44 ms
[2022-04-24 20:57:55 main:574] : INFO : Epoch 1777 | loss: 0.0311044 | val_loss: 0.0311632 | Time: 2911.28 ms
[2022-04-24 20:57:58 main:574] : INFO : Epoch 1778 | loss: 0.03111 | val_loss: 0.0311699 | Time: 3026.18 ms
[2022-04-24 20:58:01 main:574] : INFO : Epoch 1779 | loss: 0.0311196 | val_loss: 0.0311603 | Time: 2891.3 ms
[2022-04-24 20:58:04 main:574] : INFO : Epoch 1780 | loss: 0.0311131 | val_loss: 0.0311666 | Time: 2883.63 ms
[2022-04-24 20:58:07 main:574] : INFO : Epoch 1781 | loss: 0.0311088 | val_loss: 0.0311694 | Time: 2911.31 ms
[2022-04-24 20:58:10 main:574] : INFO : Epoch 1782 | loss: 0.0311071 | val_loss: 0.0311748 | Time: 2969.98 ms
[2022-04-24 20:58:12 main:574] : INFO : Epoch 1783 | loss: 0.0311104 | val_loss: 0.031176 | Time: 2815.15 ms
[2022-04-24 20:58:15 main:574] : INFO : Epoch 1784 | loss: 0.0311324 | val_loss: 0.0311644 | Time: 2823.68 ms
[2022-04-24 20:58:18 main:574] : INFO : Epoch 1785 | loss: 0.031129 | val_loss: 0.0311711 | Time: 2933.99 ms
[2022-04-24 20:58:21 main:574] : INFO : Epoch 1786 | loss: 0.031127 | val_loss: 0.0311743 | Time: 2952.9 ms
[2022-04-24 20:58:24 main:574] : INFO : Epoch 1787 | loss: 0.0311312 | val_loss: 0.0311729 | Time: 2935.54 ms
[2022-04-24 20:58:27 main:574] : INFO : Epoch 1788 | loss: 0.0311253 | val_loss: 0.031164 | Time: 2923.97 ms
[2022-04-24 20:58:30 main:574] : INFO : Epoch 1789 | loss: 0.0311223 | val_loss: 0.0311651 | Time: 2966.16 ms
[2022-04-24 20:58:33 main:574] : INFO : Epoch 1790 | loss: 0.0311187 | val_loss: 0.0311634 | Time: 2866.98 ms
[2022-04-24 20:58:36 main:574] : INFO : Epoch 1791 | loss: 0.0311146 | val_loss: 0.0311675 | Time: 2891.57 ms
[2022-04-24 20:58:39 main:574] : INFO : Epoch 1792 | loss: 0.0311123 | val_loss: 0.031169 | Time: 2885.87 ms
[2022-04-24 20:58:42 main:574] : INFO : Epoch 1793 | loss: 0.0311096 | val_loss: 0.0311714 | Time: 2929.71 ms
[2022-04-24 20:58:45 main:574] : INFO : Epoch 1794 | loss: 0.0311087 | val_loss: 0.0311699 | Time: 3069.08 ms
[2022-04-24 20:58:48 main:574] : INFO : Epoch 1795 | loss: 0.0311077 | val_loss: 0.0311698 | Time: 3029.91 ms
[2022-04-24 20:58:51 main:574] : INFO : Epoch 1796 | loss: 0.0311061 | val_loss: 0.031163 | Time: 2874.03 ms
[2022-04-24 20:58:54 main:574] : INFO : Epoch 1797 | loss: 0.0311084 | val_loss: 0.0311737 | Time: 2908.04 ms
[2022-04-24 20:58:57 main:574] : INFO : Epoch 1798 | loss: 0.0311053 | val_loss: 0.0311674 | Time: 2921.54 ms
[2022-04-24 20:58:59 main:574] : INFO : Epoch 1799 | loss: 0.0311045 | val_loss: 0.0311669 | Time: 2879.66 ms
[2022-04-24 20:59:02 main:574] : INFO : Epoch 1800 | loss: 0.0311037 | val_loss: 0.0311627 | Time: 2943.58 ms
[2022-04-24 20:59:05 main:574] : INFO : Epoch 1801 | loss: 0.0311041 | val_loss: 0.0311668 | Time: 2995.08 ms
[2022-04-24 20:59:08 main:574] : INFO : Epoch 1802 | loss: 0.0311032 | val_loss: 0.0311643 | Time: 2839.94 ms
[2022-04-24 20:59:11 main:574] : INFO : Epoch 1803 | loss: 0.0311042 | val_loss: 0.0311633 | Time: 2916.33 ms
[2022-04-24 20:59:14 main:574] : INFO : Epoch 1804 | loss: 0.0311058 | val_loss: 0.0311579 | Time: 2848.84 ms
[2022-04-24 20:59:17 main:574] : INFO : Epoch 1805 | loss: 0.031106 | val_loss: 0.0311651 | Time: 2896.99 ms
[2022-04-24 20:59:20 main:574] : INFO : Epoch 1806 | loss: 0.0311089 | val_loss: 0.031161 | Time: 2948.56 ms
[2022-04-24 20:59:23 main:574] : INFO : Epoch 1807 | loss: 0.0311066 | val_loss: 0.0311595 | Time: 2895.82 ms
[2022-04-24 20:59:26 main:574] : INFO : Epoch 1808 | loss: 0.0311049 | val_loss: 0.0311633 | Time: 2865.12 ms
[2022-04-24 20:59:29 main:574] : INFO : Epoch 1809 | loss: 0.0311047 | val_loss: 0.031165 | Time: 2907.11 ms
[2022-04-24 20:59:31 main:574] : INFO : Epoch 1810 | loss: 0.0311087 | val_loss: 0.0311581 | Time: 2857.63 ms
[2022-04-24 20:59:34 main:574] : INFO : Epoch 1811 | loss: 0.0311103 | val_loss: 0.0311598 | Time: 2855.41 ms
[2022-04-24 20:59:37 main:574] : INFO : Epoch 1812 | loss: 0.0311083 | val_loss: 0.0311645 | Time: 2873.5 ms
[2022-04-24 20:59:40 main:574] : INFO : Epoch 1813 | loss: 0.0311112 | val_loss: 0.0311585 | Time: 2941.16 ms
[2022-04-24 20:59:43 main:574] : INFO : Epoch 1814 | loss: 0.0311122 | val_loss: 0.031173 | Time: 2895.45 ms
[2022-04-24 20:59:46 main:574] : INFO : Epoch 1815 | loss: 0.0311085 | val_loss: 0.0311652 | Time: 3146.45 ms
[2022-04-24 20:59:49 main:574] : INFO : Epoch 1816 | loss: 0.031108 | val_loss: 0.0311725 | Time: 2928.52 ms
[2022-04-24 20:59:52 main:574] : INFO : Epoch 1817 | loss: 0.0311052 | val_loss: 0.0311738 | Time: 2863.63 ms
[2022-04-24 20:59:55 main:574] : INFO : Epoch 1818 | loss: 0.0311018 | val_loss: 0.0311686 | Time: 3032.93 ms
[2022-04-24 20:59:58 main:574] : INFO : Epoch 1819 | loss: 0.0311021 | val_loss: 0.0311662 | Time: 2873.65 ms
[2022-04-24 21:00:01 main:574] : INFO : Epoch 1820 | loss: 0.0311126 | val_loss: 0.0311659 | Time: 2897.06 ms
[2022-04-24 21:00:04 main:574] : INFO : Epoch 1821 | loss: 0.0311082 | val_loss: 0.0311662 | Time: 2859.56 ms
[2022-04-24 21:00:07 main:574] : INFO : Epoch 1822 | loss: 0.031104 | val_loss: 0.0311678 | Time: 3014.7 ms
[2022-04-24 21:00:10 main:574] : INFO : Epoch 1823 | loss: 0.0311055 | val_loss: 0.0311649 | Time: 3038.82 ms
[2022-04-24 21:00:13 main:574] : INFO : Epoch 1824 | loss: 0.031103 | val_loss: 0.0311705 | Time: 2838.75 ms
[2022-04-24 21:00:16 main:574] : INFO : Epoch 1825 | loss: 0.0311018 | val_loss: 0.0311685 | Time: 2872.71 ms
[2022-04-24 21:00:18 main:574] : INFO : Epoch 1826 | loss: 0.0310986 | val_loss: 0.0311663 | Time: 2887.86 ms
[2022-04-24 21:00:21 main:574] : INFO : Epoch 1827 | loss: 0.031101 | val_loss: 0.0311677 | Time: 2873.8 ms
[2022-04-24 21:00:24 main:574] : INFO : Epoch 1828 | loss: 0.0310987 | val_loss: 0.0311785 | Time: 2869.3 ms
[2022-04-24 21:00:27 main:574] : INFO : Epoch 1829 | loss: 0.0311007 | val_loss: 0.0311645 | Time: 2814.37 ms
[2022-04-24 21:00:30 main:574] : INFO : Epoch 1830 | loss: 0.0310997 | val_loss: 0.0311788 | Time: 2879.22 ms
[2022-04-24 21:00:33 main:574] : INFO : Epoch 1831 | loss: 0.0311004 | val_loss: 0.0311671 | Time: 2917.1 ms
[2022-04-24 21:00:36 main:574] : INFO : Epoch 1832 | loss: 0.0311002 | val_loss: 0.0311702 | Time: 2956.14 ms
[2022-04-24 21:00:39 main:574] : INFO : Epoch 1833 | loss: 0.0310983 | val_loss: 0.0311751 | Time: 2910.29 ms
[2022-04-24 21:00:42 main:574] : INFO : Epoch 1834 | loss: 0.0311002 | val_loss: 0.0311766 | Time: 2878.2 ms
[2022-04-24 21:00:45 main:574] : INFO : Epoch 1835 | loss: 0.0311012 | val_loss: 0.0311649 | Time: 2880.69 ms
[2022-04-24 21:00:48 main:574] : INFO : Epoch 1836 | loss: 0.0311032 | val_loss: 0.0311666 | Time: 2955.23 ms
[2022-04-24 21:00:51 main:574] : INFO : Epoch 1837 | loss: 0.0311004 | val_loss: 0.0311688 | Time: 3088.5 ms
[2022-04-24 21:00:54 main:574] : INFO : Epoch 1838 | loss: 0.0310987 | val_loss: 0.0311673 | Time: 2961.84 ms
[2022-04-24 21:00:57 main:574] : INFO : Epoch 1839 | loss: 0.0310959 | val_loss: 0.0311701 | Time: 2928.92 ms
[2022-04-24 21:00:59 main:574] : INFO : Epoch 1840 | loss: 0.0310976 | val_loss: 0.0311789 | Time: 2906.97 ms
[2022-04-24 21:01:02 main:574] : INFO : Epoch 1841 | loss: 0.0310965 | val_loss: 0.031172 | Time: 2892.25 ms
[2022-04-24 21:01:05 main:574] : INFO : Epoch 1842 | loss: 0.0310982 | val_loss: 0.0311805 | Time: 2877.81 ms
[2022-04-24 21:01:08 main:574] : INFO : Epoch 1843 | loss: 0.0311017 | val_loss: 0.0311784 | Time: 2966.33 ms
[2022-04-24 21:01:11 main:574] : INFO : Epoch 1844 | loss: 0.0310998 | val_loss: 0.0311706 | Time: 2990.47 ms
[2022-04-24 21:01:14 main:574] : INFO : Epoch 1845 | loss: 0.0310981 | val_loss: 0.0311738 | Time: 2901.03 ms
[2022-04-24 21:01:17 main:574] : INFO : Epoch 1846 | loss: 0.0311003 | val_loss: 0.0311673 | Time: 2944.87 ms
[2022-04-24 21:01:20 main:574] : INFO : Epoch 1847 | loss: 0.0311013 | val_loss: 0.0311698 | Time: 2960.55 ms
[2022-04-24 21:01:23 main:574] : INFO : Epoch 1848 | loss: 0.0311019 | val_loss: 0.0311705 | Time: 2850.31 ms
[2022-04-24 21:01:26 main:574] : INFO : Epoch 1849 | loss: 0.0310997 | val_loss: 0.031174 | Time: 2913.16 ms
[2022-04-24 21:01:29 main:574] : INFO : Epoch 1850 | loss: 0.0311011 | val_loss: 0.031168 | Time: 3049.27 ms
[2022-04-24 21:01:32 main:574] : INFO : Epoch 1851 | loss: 0.0310992 | val_loss: 0.0311728 | Time: 2938.8 ms
[2022-04-24 21:01:35 main:574] : INFO : Epoch 1852 | loss: 0.0310991 | val_loss: 0.0311785 | Time: 2861.27 ms
[2022-04-24 21:01:38 main:574] : INFO : Epoch 1853 | loss: 0.0310986 | val_loss: 0.0311728 | Time: 2905.2 ms
[2022-04-24 21:01:41 main:574] : INFO : Epoch 1854 | loss: 0.0310976 | val_loss: 0.0311699 | Time: 2901.05 ms
[2022-04-24 21:01:43 main:574] : INFO : Epoch 1855 | loss: 0.0310967 | val_loss: 0.0311781 | Time: 2845.17 ms
[2022-04-24 21:01:46 main:574] : INFO : Epoch 1856 | loss: 0.0310968 | val_loss: 0.0311778 | Time: 2927.89 ms
[2022-04-24 21:01:49 main:574] : INFO : Epoch 1857 | loss: 0.0310932 | val_loss: 0.0311703 | Time: 2935.82 ms
[2022-04-24 21:01:52 main:574] : INFO : Epoch 1858 | loss: 0.0310928 | val_loss: 0.0311805 | Time: 3040.12 ms
[2022-04-24 21:01:55 main:574] : INFO : Epoch 1859 | loss: 0.0310946 | val_loss: 0.0311683 | Time: 3020.74 ms
[2022-04-24 21:01:58 main:574] : INFO : Epoch 1860 | loss: 0.0310993 | val_loss: 0.0311773 | Time: 2895.16 ms
[2022-04-24 21:02:01 main:574] : INFO : Epoch 1861 | loss: 0.0311011 | val_loss: 0.0311762 | Time: 2868.67 ms
[2022-04-24 21:02:04 main:574] : INFO : Epoch 1862 | loss: 0.0311057 | val_loss: 0.0311703 | Time: 2848.23 ms
[2022-04-24 21:02:07 main:574] : INFO : Epoch 1863 | loss: 0.0311227 | val_loss: 0.0311706 | Time: 2925.06 ms
[2022-04-24 21:02:10 main:574] : INFO : Epoch 1864 | loss: 0.0311186 | val_loss: 0.0311704 | Time: 2972.65 ms
[2022-04-24 21:02:13 main:574] : INFO : Epoch 1865 | loss: 0.0311114 | val_loss: 0.0311708 | Time: 2988.54 ms
[2022-04-24 21:02:16 main:574] : INFO : Epoch 1866 | loss: 0.0311101 | val_loss: 0.0311696 | Time: 2869.05 ms
[2022-04-24 21:02:19 main:574] : INFO : Epoch 1867 | loss: 0.0311046 | val_loss: 0.0311717 | Time: 2774.79 ms
[2022-04-24 21:02:22 main:574] : INFO : Epoch 1868 | loss: 0.0311036 | val_loss: 0.0311644 | Time: 2885.83 ms
[2022-04-24 21:02:24 main:574] : INFO : Epoch 1869 | loss: 0.0311047 | val_loss: 0.0311734 | Time: 2874.35 ms
[2022-04-24 21:02:27 main:574] : INFO : Epoch 1870 | loss: 0.0311102 | val_loss: 0.0311661 | Time: 2954.52 ms
[2022-04-24 21:02:30 main:574] : INFO : Epoch 1871 | loss: 0.0311064 | val_loss: 0.0311728 | Time: 2947.45 ms
[2022-04-24 21:02:33 main:574] : INFO : Epoch 1872 | loss: 0.0311117 | val_loss: 0.031173 | Time: 2929.84 ms
[2022-04-24 21:02:36 main:574] : INFO : Epoch 1873 | loss: 0.0311291 | val_loss: 0.0311769 | Time: 2873.07 ms
[2022-04-24 21:02:39 main:574] : INFO : Epoch 1874 | loss: 0.0311436 | val_loss: 0.0311608 | Time: 2923.34 ms
[2022-04-24 21:02:42 main:574] : INFO : Epoch 1875 | loss: 0.0311364 | val_loss: 0.031162 | Time: 2867.09 ms
[2022-04-24 21:02:45 main:574] : INFO : Epoch 1876 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 2880.44 ms
[2022-04-24 21:02:48 main:574] : INFO : Epoch 1877 | loss: 0.0311289 | val_loss: 0.0311649 | Time: 2794.97 ms
[2022-04-24 21:02:51 main:574] : INFO : Epoch 1878 | loss: 0.0311256 | val_loss: 0.0311723 | Time: 2921.77 ms
[2022-04-24 21:02:53 main:574] : INFO : Epoch 1879 | loss: 0.0311214 | val_loss: 0.0311686 | Time: 2881.98 ms
[2022-04-24 21:02:56 main:574] : INFO : Epoch 1880 | loss: 0.0311187 | val_loss: 0.031167 | Time: 2912.39 ms
[2022-04-24 21:03:00 main:574] : INFO : Epoch 1881 | loss: 0.0311202 | val_loss: 0.0311682 | Time: 3165.4 ms
[2022-04-24 21:03:03 main:574] : INFO : Epoch 1882 | loss: 0.0311203 | val_loss: 0.0311662 | Time: 3008.13 ms
[2022-04-24 21:03:06 main:574] : INFO : Epoch 1883 | loss: 0.0311161 | val_loss: 0.0311635 | Time: 2944.09 ms
[2022-04-24 21:03:08 main:574] : INFO : Epoch 1884 | loss: 0.0311123 | val_loss: 0.0311663 | Time: 2874.67 ms
[2022-04-24 21:03:11 main:574] : INFO : Epoch 1885 | loss: 0.0311124 | val_loss: 0.0311657 | Time: 2900.61 ms
[2022-04-24 21:03:14 main:574] : INFO : Epoch 1886 | loss: 0.0311144 | val_loss: 0.031163 | Time: 2951.81 ms
[2022-04-24 21:03:17 main:574] : INFO : Epoch 1887 | loss: 0.0311129 | val_loss: 0.0311591 | Time: 2882.22 ms
[2022-04-24 21:03:20 main:574] : INFO : Epoch 1888 | loss: 0.0311142 | val_loss: 0.0311563 | Time: 2876.32 ms
[2022-04-24 21:03:23 main:574] : INFO : Epoch 1889 | loss: 0.0311181 | val_loss: 0.0311632 | Time: 2943.12 ms
[2022-04-24 21:03:26 main:574] : INFO : Epoch 1890 | loss: 0.0311142 | val_loss: 0.0311615 | Time: 2871.51 ms
[2022-04-24 21:03:29 main:574] : INFO : Epoch 1891 | loss: 0.0311115 | val_loss: 0.0311582 | Time: 2985.74 ms
[2022-04-24 21:03:32 main:574] : INFO : Epoch 1892 | loss: 0.0311085 | val_loss: 0.0311621 | Time: 2906.02 ms
[2022-04-24 21:03:35 main:574] : INFO : Epoch 1893 | loss: 0.0311075 | val_loss: 0.0311596 | Time: 2819.06 ms
[2022-04-24 21:03:37 main:574] : INFO : Epoch 1894 | loss: 0.0311089 | val_loss: 0.0311582 | Time: 2812.32 ms
[2022-04-24 21:03:40 main:574] : INFO : Epoch 1895 | loss: 0.0311046 | val_loss: 0.0311563 | Time: 2863.08 ms
[2022-04-24 21:03:43 main:574] : INFO : Epoch 1896 | loss: 0.031106 | val_loss: 0.0311545 | Time: 2941.17 ms
[2022-04-24 21:03:46 main:574] : INFO : Epoch 1897 | loss: 0.0311057 | val_loss: 0.0311611 | Time: 3064.37 ms
[2022-04-24 21:03:49 main:574] : INFO : Epoch 1898 | loss: 0.0311059 | val_loss: 0.031161 | Time: 2866.35 ms
[2022-04-24 21:03:52 main:574] : INFO : Epoch 1899 | loss: 0.0311062 | val_loss: 0.0311607 | Time: 2905.35 ms
[2022-04-24 21:03:55 main:574] : INFO : Epoch 1900 | loss: 0.0311065 | val_loss: 0.0311603 | Time: 2899.12 ms
[2022-04-24 21:03:58 main:574] : INFO : Epoch 1901 | loss: 0.0311102 | val_loss: 0.0311602 | Time: 2880.62 ms
[2022-04-24 21:04:01 main:574] : INFO : Epoch 1902 | loss: 0.0311106 | val_loss: 0.0311581 | Time: 2969.49 ms
[2022-04-24 21:04:04 main:574] : INFO : Epoch 1903 | loss: 0.0311077 | val_loss: 0.0311639 | Time: 3439.59 ms
[2022-04-24 21:04:07 main:574] : INFO : Epoch 1904 | loss: 0.031105 | val_loss: 0.0311707 | Time: 3003.3 ms
[2022-04-24 21:04:10 main:574] : INFO : Epoch 1905 | loss: 0.0311047 | val_loss: 0.0311616 | Time: 2929.28 ms
[2022-04-24 21:04:13 main:574] : INFO : Epoch 1906 | loss: 0.0311078 | val_loss: 0.0311671 | Time: 3019.04 ms
[2022-04-24 21:04:16 main:574] : INFO : Epoch 1907 | loss: 0.0311089 | val_loss: 0.031158 | Time: 2887.31 ms
[2022-04-24 21:04:19 main:574] : INFO : Epoch 1908 | loss: 0.031104 | val_loss: 0.0311626 | Time: 2874.76 ms
[2022-04-24 21:04:22 main:574] : INFO : Epoch 1909 | loss: 0.0311045 | val_loss: 0.0311611 | Time: 2862.54 ms
[2022-04-24 21:04:25 main:574] : INFO : Epoch 1910 | loss: 0.0311036 | val_loss: 0.0311611 | Time: 2793.52 ms
[2022-04-24 21:04:28 main:574] : INFO : Epoch 1911 | loss: 0.0311023 | val_loss: 0.0311712 | Time: 2838.88 ms
[2022-04-24 21:04:31 main:574] : INFO : Epoch 1912 | loss: 0.0310997 | val_loss: 0.0311625 | Time: 2849.86 ms
[2022-04-24 21:04:33 main:574] : INFO : Epoch 1913 | loss: 0.0311032 | val_loss: 0.0311637 | Time: 2847.98 ms
[2022-04-24 21:04:36 main:574] : INFO : Epoch 1914 | loss: 0.0311041 | val_loss: 0.0311702 | Time: 2883.79 ms
[2022-04-24 21:04:39 main:574] : INFO : Epoch 1915 | loss: 0.0311034 | val_loss: 0.0311598 | Time: 2906.62 ms
[2022-04-24 21:04:42 main:574] : INFO : Epoch 1916 | loss: 0.0311003 | val_loss: 0.031159 | Time: 2919.76 ms
[2022-04-24 21:04:45 main:574] : INFO : Epoch 1917 | loss: 0.0311041 | val_loss: 0.0311593 | Time: 2919.26 ms
[2022-04-24 21:04:48 main:574] : INFO : Epoch 1918 | loss: 0.0311045 | val_loss: 0.0311608 | Time: 2847.29 ms
[2022-04-24 21:04:51 main:574] : INFO : Epoch 1919 | loss: 0.0311031 | val_loss: 0.0311608 | Time: 2921.93 ms
[2022-04-24 21:04:54 main:574] : INFO : Epoch 1920 | loss: 0.0311158 | val_loss: 0.0311526 | Time: 2948.13 ms
[2022-04-24 21:04:57 main:574] : INFO : Epoch 1921 | loss: 0.031126 | val_loss: 0.0311568 | Time: 2887.38 ms
[2022-04-24 21:05:00 main:574] : INFO : Epoch 1922 | loss: 0.0311201 | val_loss: 0.0311566 | Time: 2812.44 ms
[2022-04-24 21:05:03 main:574] : INFO : Epoch 1923 | loss: 0.0311174 | val_loss: 0.0311592 | Time: 2946.97 ms
[2022-04-24 21:05:06 main:574] : INFO : Epoch 1924 | loss: 0.0311159 | val_loss: 0.031167 | Time: 3207.04 ms
[2022-04-24 21:05:09 main:574] : INFO : Epoch 1925 | loss: 0.0311117 | val_loss: 0.0311603 | Time: 2956.15 ms
[2022-04-24 21:05:12 main:574] : INFO : Epoch 1926 | loss: 0.0311131 | val_loss: 0.0311638 | Time: 2836.2 ms
[2022-04-24 21:05:14 main:574] : INFO : Epoch 1927 | loss: 0.0311139 | val_loss: 0.0311554 | Time: 2858.53 ms
[2022-04-24 21:05:17 main:574] : INFO : Epoch 1928 | loss: 0.0311126 | val_loss: 0.0311717 | Time: 2901.83 ms
[2022-04-24 21:05:20 main:574] : INFO : Epoch 1929 | loss: 0.0311116 | val_loss: 0.031162 | Time: 2904.15 ms
[2022-04-24 21:05:23 main:574] : INFO : Epoch 1930 | loss: 0.0311128 | val_loss: 0.031166 | Time: 2892.19 ms
[2022-04-24 21:05:26 main:574] : INFO : Epoch 1931 | loss: 0.0311115 | val_loss: 0.0311594 | Time: 2814.61 ms
[2022-04-24 21:05:29 main:574] : INFO : Epoch 1932 | loss: 0.0311108 | val_loss: 0.0311555 | Time: 3001.57 ms
[2022-04-24 21:05:32 main:574] : INFO : Epoch 1933 | loss: 0.0311137 | val_loss: 0.031161 | Time: 2855.95 ms
[2022-04-24 21:05:35 main:574] : INFO : Epoch 1934 | loss: 0.031109 | val_loss: 0.0311593 | Time: 2843.42 ms
[2022-04-24 21:05:38 main:574] : INFO : Epoch 1935 | loss: 0.0311054 | val_loss: 0.0311571 | Time: 2820.81 ms
[2022-04-24 21:05:40 main:574] : INFO : Epoch 1936 | loss: 0.0311054 | val_loss: 0.0311643 | Time: 2941.24 ms
[2022-04-24 21:05:43 main:574] : INFO : Epoch 1937 | loss: 0.0311046 | val_loss: 0.0311588 | Time: 2848.23 ms
[2022-04-24 21:05:46 main:574] : INFO : Epoch 1938 | loss: 0.0311064 | val_loss: 0.0311589 | Time: 2885.45 ms
[2022-04-24 21:05:49 main:574] : INFO : Epoch 1939 | loss: 0.0311045 | val_loss: 0.031168 | Time: 2839.66 ms
[2022-04-24 21:05:52 main:574] : INFO : Epoch 1940 | loss: 0.0311049 | val_loss: 0.0311621 | Time: 2922.63 ms
[2022-04-24 21:05:55 main:574] : INFO : Epoch 1941 | loss: 0.0311056 | val_loss: 0.0311618 | Time: 2913.55 ms
[2022-04-24 21:05:58 main:574] : INFO : Epoch 1942 | loss: 0.0311039 | val_loss: 0.0311601 | Time: 3033.22 ms
[2022-04-24 21:06:01 main:574] : INFO : Epoch 1943 | loss: 0.0311006 | val_loss: 0.0311639 | Time: 2934.51 ms
[2022-04-24 21:06:04 main:574] : INFO : Epoch 1944 | loss: 0.0311041 | val_loss: 0.0311577 | Time: 2842.53 ms
[2022-04-24 21:06:07 main:574] : INFO : Epoch 1945 | loss: 0.0311046 | val_loss: 0.0311614 | Time: 2855.43 ms
[2022-04-24 21:06:10 main:574] : INFO : Epoch 1946 | loss: 0.0311039 | val_loss: 0.031155 | Time: 3042.64 ms
[2022-04-24 21:06:13 main:574] : INFO : Epoch 1947 | loss: 0.0311077 | val_loss: 0.0311617 | Time: 3030.74 ms
[2022-04-24 21:06:16 main:574] : INFO : Epoch 1948 | loss: 0.0311069 | val_loss: 0.0311577 | Time: 2846.08 ms
[2022-04-24 21:06:19 main:574] : INFO : Epoch 1949 | loss: 0.031106 | val_loss: 0.0311707 | Time: 2973.77 ms
[2022-04-24 21:06:21 main:574] : INFO : Epoch 1950 | loss: 0.0311027 | val_loss: 0.031157 | Time: 2867.65 ms
[2022-04-24 21:06:24 main:574] : INFO : Epoch 1951 | loss: 0.0311032 | val_loss: 0.0311622 | Time: 2845.18 ms
[2022-04-24 21:06:27 main:574] : INFO : Epoch 1952 | loss: 0.0311007 | val_loss: 0.0311632 | Time: 2934.72 ms
[2022-04-24 21:06:30 main:574] : INFO : Epoch 1953 | loss: 0.0310983 | val_loss: 0.0311655 | Time: 2938.22 ms
[2022-04-24 21:06:33 main:574] : INFO : Epoch 1954 | loss: 0.0311011 | val_loss: 0.0311612 | Time: 2963.13 ms
[2022-04-24 21:06:36 main:574] : INFO : Epoch 1955 | loss: 0.0311 | val_loss: 0.0311576 | Time: 2928.36 ms
[2022-04-24 21:06:39 main:574] : INFO : Epoch 1956 | loss: 0.0311012 | val_loss: 0.0311687 | Time: 2940.09 ms
[2022-04-24 21:06:42 main:574] : INFO : Epoch 1957 | loss: 0.031101 | val_loss: 0.0311641 | Time: 2863.45 ms
[2022-04-24 21:06:45 main:574] : INFO : Epoch 1958 | loss: 0.0311038 | val_loss: 0.0311566 | Time: 2975.19 ms
[2022-04-24 21:06:48 main:574] : INFO : Epoch 1959 | loss: 0.031101 | val_loss: 0.0311596 | Time: 2950.12 ms
[2022-04-24 21:06:51 main:574] : INFO : Epoch 1960 | loss: 0.0311024 | val_loss: 0.0311582 | Time: 2831.99 ms
[2022-04-24 21:06:54 main:574] : INFO : Epoch 1961 | loss: 0.0311003 | val_loss: 0.0311612 | Time: 2787.05 ms
[2022-04-24 21:06:57 main:574] : INFO : Epoch 1962 | loss: 0.0310969 | val_loss: 0.0311605 | Time: 2934.01 ms
[2022-04-24 21:07:00 main:574] : INFO : Epoch 1963 | loss: 0.0310966 | val_loss: 0.0311617 | Time: 2998.73 ms
[2022-04-24 21:07:03 main:574] : INFO : Epoch 1964 | loss: 0.0310967 | val_loss: 0.0311602 | Time: 2989.66 ms
[2022-04-24 21:07:05 main:574] : INFO : Epoch 1965 | loss: 0.0311003 | val_loss: 0.0311617 | Time: 2910 ms
[2022-04-24 21:07:08 main:574] : INFO : Epoch 1966 | loss: 0.0310998 | val_loss: 0.0311573 | Time: 2937.55 ms
[2022-04-24 21:07:11 main:574] : INFO : Epoch 1967 | loss: 0.0311009 | val_loss: 0.0311593 | Time: 2894.29 ms
[2022-04-24 21:07:14 main:574] : INFO : Epoch 1968 | loss: 0.0311024 | val_loss: 0.0311642 | Time: 3042.2 ms
[2022-04-24 21:07:17 main:574] : INFO : Epoch 1969 | loss: 0.0311069 | val_loss: 0.0311586 | Time: 2975.36 ms
[2022-04-24 21:07:20 main:574] : INFO : Epoch 1970 | loss: 0.0311045 | val_loss: 0.0311694 | Time: 2862.05 ms
[2022-04-24 21:07:23 main:574] : INFO : Epoch 1971 | loss: 0.0311068 | val_loss: 0.031168 | Time: 2928.27 ms
[2022-04-24 21:07:26 main:574] : INFO : Epoch 1972 | loss: 0.0311113 | val_loss: 0.0311659 | Time: 2880.31 ms
[2022-04-24 21:07:29 main:574] : INFO : Epoch 1973 | loss: 0.0311223 | val_loss: 0.0311722 | Time: 2845.19 ms
[2022-04-24 21:07:32 main:574] : INFO : Epoch 1974 | loss: 0.0311575 | val_loss: 0.0311656 | Time: 2864.84 ms
[2022-04-24 21:07:35 main:574] : INFO : Epoch 1975 | loss: 0.0311569 | val_loss: 0.031162 | Time: 3018.1 ms
[2022-04-24 21:07:38 main:574] : INFO : Epoch 1976 | loss: 0.031153 | val_loss: 0.0311593 | Time: 2960.63 ms
[2022-04-24 21:07:41 main:574] : INFO : Epoch 1977 | loss: 0.0311495 | val_loss: 0.0311586 | Time: 2845.57 ms
[2022-04-24 21:07:43 main:574] : INFO : Epoch 1978 | loss: 0.0311472 | val_loss: 0.031162 | Time: 2845.13 ms
[2022-04-24 21:07:46 main:574] : INFO : Epoch 1979 | loss: 0.0311426 | val_loss: 0.0311594 | Time: 2945.05 ms
[2022-04-24 21:07:49 main:574] : INFO : Epoch 1980 | loss: 0.0311408 | val_loss: 0.031159 | Time: 2956.35 ms
[2022-04-24 21:07:52 main:574] : INFO : Epoch 1981 | loss: 0.0311381 | val_loss: 0.0311598 | Time: 2940.37 ms
[2022-04-24 21:07:55 main:574] : INFO : Epoch 1982 | loss: 0.0311355 | val_loss: 0.031158 | Time: 2900.53 ms
[2022-04-24 21:07:58 main:574] : INFO : Epoch 1983 | loss: 0.0311415 | val_loss: 0.0311612 | Time: 2962.83 ms
[2022-04-24 21:08:01 main:574] : INFO : Epoch 1984 | loss: 0.0311404 | val_loss: 0.0311594 | Time: 2900.75 ms
[2022-04-24 21:08:04 main:574] : INFO : Epoch 1985 | loss: 0.0311366 | val_loss: 0.0311574 | Time: 2923.68 ms
[2022-04-24 21:08:07 main:574] : INFO : Epoch 1986 | loss: 0.031133 | val_loss: 0.031159 | Time: 2971.11 ms
[2022-04-24 21:08:10 main:574] : INFO : Epoch 1987 | loss: 0.0311333 | val_loss: 0.0311588 | Time: 2880.7 ms
[2022-04-24 21:08:13 main:574] : INFO : Epoch 1988 | loss: 0.0311306 | val_loss: 0.0311628 | Time: 2873.74 ms
[2022-04-24 21:08:16 main:574] : INFO : Epoch 1989 | loss: 0.0311286 | val_loss: 0.0311612 | Time: 2874.26 ms
[2022-04-24 21:08:19 main:574] : INFO : Epoch 1990 | loss: 0.0311288 | val_loss: 0.0311608 | Time: 2986.57 ms
[2022-04-24 21:08:22 main:574] : INFO : Epoch 1991 | loss: 0.0311269 | val_loss: 0.0311595 | Time: 3052.3 ms
[2022-04-24 21:08:25 main:574] : INFO : Epoch 1992 | loss: 0.0311261 | val_loss: 0.0311614 | Time: 3243.97 ms
[2022-04-24 21:08:28 main:574] : INFO : Epoch 1993 | loss: 0.0311318 | val_loss: 0.0311602 | Time: 2991.57 ms
[2022-04-24 21:08:31 main:574] : INFO : Epoch 1994 | loss: 0.0311323 | val_loss: 0.0311615 | Time: 2900.29 ms
[2022-04-24 21:08:34 main:574] : INFO : Epoch 1995 | loss: 0.0311307 | val_loss: 0.0311642 | Time: 2924.06 ms
[2022-04-24 21:08:37 main:574] : INFO : Epoch 1996 | loss: 0.0311292 | val_loss: 0.0311707 | Time: 2881.82 ms
[2022-04-24 21:08:40 main:574] : INFO : Epoch 1997 | loss: 0.0311425 | val_loss: 0.031168 | Time: 2903.05 ms
[2022-04-24 21:08:43 main:574] : INFO : Epoch 1998 | loss: 0.0311374 | val_loss: 0.0311715 | Time: 2928.94 ms
[2022-04-24 21:08:46 main:574] : INFO : Epoch 1999 | loss: 0.0311337 | val_loss: 0.031169 | Time: 2964.64 ms
[2022-04-24 21:08:48 main:574] : INFO : Epoch 2000 | loss: 0.0311307 | val_loss: 0.0311712 | Time: 2830.8 ms
[2022-04-24 21:08:51 main:574] : INFO : Epoch 2001 | loss: 0.031129 | val_loss: 0.0311638 | Time: 2980.63 ms
[2022-04-24 21:08:54 main:574] : INFO : Epoch 2002 | loss: 0.0311276 | val_loss: 0.0311653 | Time: 2988.42 ms
[2022-04-24 21:08:57 main:574] : INFO : Epoch 2003 | loss: 0.0311265 | val_loss: 0.0311651 | Time: 2933.13 ms
[2022-04-24 21:09:00 main:574] : INFO : Epoch 2004 | loss: 0.0311236 | val_loss: 0.0311683 | Time: 2855.24 ms
[2022-04-24 21:09:03 main:574] : INFO : Epoch 2005 | loss: 0.0311212 | val_loss: 0.031159 | Time: 2950.22 ms
[2022-04-24 21:09:06 main:574] : INFO : Epoch 2006 | loss: 0.0311191 | val_loss: 0.0311653 | Time: 2947.21 ms
[2022-04-24 21:09:09 main:574] : INFO : Epoch 2007 | loss: 0.0311202 | val_loss: 0.0311637 | Time: 2909.82 ms
[2022-04-24 21:09:12 main:574] : INFO : Epoch 2008 | loss: 0.0311196 | val_loss: 0.0311643 | Time: 2934.32 ms
[2022-04-24 21:09:15 main:574] : INFO : Epoch 2009 | loss: 0.0311167 | val_loss: 0.0311619 | Time: 2890.7 ms
[2022-04-24 21:09:18 main:574] : INFO : Epoch 2010 | loss: 0.0311173 | val_loss: 0.0311636 | Time: 2850.85 ms
[2022-04-24 21:09:21 main:574] : INFO : Epoch 2011 | loss: 0.0311183 | val_loss: 0.0311662 | Time: 2933.85 ms
[2022-04-24 21:09:24 main:574] : INFO : Epoch 2012 | loss: 0.0311168 | val_loss: 0.0311649 | Time: 3128.35 ms
[2022-04-24 21:09:27 main:574] : INFO : Epoch 2013 | loss: 0.0311147 | val_loss: 0.0311641 | Time: 2942.36 ms
[2022-04-24 21:09:30 main:574] : INFO : Epoch 2014 | loss: 0.031115 | val_loss: 0.0311615 | Time: 2832.92 ms
[2022-04-24 21:09:33 main:574] : INFO : Epoch 2015 | loss: 0.0311142 | val_loss: 0.0311706 | Time: 2894.47 ms
[2022-04-24 21:09:36 main:574] : INFO : Epoch 2016 | loss: 0.0311141 | val_loss: 0.0311624 | Time: 2891.18 ms
[2022-04-24 21:09:38 main:574] : INFO : Epoch 2017 | loss: 0.0311142 | val_loss: 0.0311694 | Time: 2847.28 ms
[2022-04-24 21:09:41 main:574] : INFO : Epoch 2018 | loss: 0.0311098 | val_loss: 0.031168 | Time: 2808.73 ms
[2022-04-24 21:09:44 main:574] : INFO : Epoch 2019 | loss: 0.031109 | val_loss: 0.0311693 | Time: 2974.97 ms
[2022-04-24 21:09:47 main:574] : INFO : Epoch 2020 | loss: 0.0311087 | val_loss: 0.031167 | Time: 2926.49 ms
[2022-04-24 21:09:50 main:574] : INFO : Epoch 2021 | loss: 0.0311086 | val_loss: 0.0311714 | Time: 2887.85 ms
[2022-04-24 21:09:53 main:574] : INFO : Epoch 2022 | loss: 0.031109 | val_loss: 0.0311747 | Time: 2859.99 ms
[2022-04-24 21:09:56 main:574] : INFO : Epoch 2023 | loss: 0.0311118 | val_loss: 0.03117 | Time: 2877.67 ms
[2022-04-24 21:09:59 main:574] : INFO : Epoch 2024 | loss: 0.0311111 | val_loss: 0.0311672 | Time: 2905.51 ms
[2022-04-24 21:10:02 main:574] : INFO : Epoch 2025 | loss: 0.0311115 | val_loss: 0.0311705 | Time: 2889.11 ms
[2022-04-24 21:10:04 main:574] : INFO : Epoch 2026 | loss: 0.0311105 | val_loss: 0.0311707 | Time: 2838.7 ms
[2022-04-24 21:10:07 main:574] : INFO : Epoch 2027 | loss: 0.0311098 | val_loss: 0.0311614 | Time: 2906.93 ms
[2022-04-24 21:10:10 main:574] : INFO : Epoch 2028 | loss: 0.0311123 | val_loss: 0.0311684 | Time: 3019.08 ms
[2022-04-24 21:10:13 main:574] : INFO : Epoch 2029 | loss: 0.0311089 | val_loss: 0.0311682 | Time: 2997.32 ms
[2022-04-24 21:10:16 main:574] : INFO : Epoch 2030 | loss: 0.0311069 | val_loss: 0.0311684 | Time: 2797.34 ms
[2022-04-24 21:10:19 main:574] : INFO : Epoch 2031 | loss: 0.0311065 | val_loss: 0.0311765 | Time: 2827.8 ms
[2022-04-24 21:10:22 main:574] : INFO : Epoch 2032 | loss: 0.0311108 | val_loss: 0.0311641 | Time: 2825.68 ms
[2022-04-24 21:10:25 main:574] : INFO : Epoch 2033 | loss: 0.0311217 | val_loss: 0.0311666 | Time: 2913.89 ms
[2022-04-24 21:10:28 main:574] : INFO : Epoch 2034 | loss: 0.0311221 | val_loss: 0.0311704 | Time: 3050.16 ms
[2022-04-24 21:10:31 main:574] : INFO : Epoch 2035 | loss: 0.0311232 | val_loss: 0.0311822 | Time: 3073.2 ms
[2022-04-24 21:10:34 main:574] : INFO : Epoch 2036 | loss: 0.0312281 | val_loss: 0.0329467 | Time: 2913.69 ms
[2022-04-24 21:10:37 main:574] : INFO : Epoch 2037 | loss: 0.0332161 | val_loss: 0.0324988 | Time: 2835.27 ms
[2022-04-24 21:10:40 main:574] : INFO : Epoch 2038 | loss: 0.0316034 | val_loss: 0.0313058 | Time: 2874.06 ms
[2022-04-24 21:10:42 main:574] : INFO : Epoch 2039 | loss: 0.0312059 | val_loss: 0.0311855 | Time: 2885.26 ms
[2022-04-24 21:10:45 main:574] : INFO : Epoch 2040 | loss: 0.0311421 | val_loss: 0.0311732 | Time: 2873.02 ms
[2022-04-24 21:10:48 main:574] : INFO : Epoch 2041 | loss: 0.0311258 | val_loss: 0.031164 | Time: 2921.36 ms
[2022-04-24 21:10:51 main:574] : INFO : Epoch 2042 | loss: 0.031127 | val_loss: 0.0311634 | Time: 2887.14 ms
[2022-04-24 21:10:54 main:574] : INFO : Epoch 2043 | loss: 0.0311174 | val_loss: 0.0311669 | Time: 2921.46 ms
[2022-04-24 21:10:57 main:574] : INFO : Epoch 2044 | loss: 0.0311178 | val_loss: 0.0311684 | Time: 2942.12 ms
[2022-04-24 21:11:00 main:574] : INFO : Epoch 2045 | loss: 0.0311177 | val_loss: 0.0311644 | Time: 2921.81 ms
[2022-04-24 21:11:03 main:574] : INFO : Epoch 2046 | loss: 0.0311155 | val_loss: 0.031162 | Time: 2939.88 ms
[2022-04-24 21:11:06 main:574] : INFO : Epoch 2047 | loss: 0.0311177 | val_loss: 0.0311677 | Time: 2866.03 ms
[2022-04-24 21:11:09 main:574] : INFO : Epoch 2048 | loss: 0.0311212 | val_loss: 0.0311684 | Time: 2882.01 ms
[2022-04-24 21:11:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311684
[2022-04-24 21:11:09 main:603] : INFO : Saving end state to config to file
[2022-04-24 21:11:09 main:608] : INFO : Success, exiting..
21:11:09 (29292): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)