Task 11214209
| Name | ParityModified-1639953386-4418-3-0_0 |
| Workunit | 8486221 |
| Created | 1 Feb 2022, 5:22:07 UTC |
| Sent | 16 Feb 2022, 9:40:47 UTC |
| Report deadline | 24 Feb 2022, 9:40:47 UTC |
| Received | 16 Feb 2022, 12:23:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 39 min 24 sec |
| CPU time | 1 hours 34 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311549 | val_loss: 0.0311752 | Time: 2989.24 ms [2022-02-16 11:57:56 main:574] : INFO : Epoch 1543 | loss: 0.0311632 | val_loss: 0.0311752 | Time: 3007.21 ms [2022-02-16 11:57:59 main:574] : INFO : Epoch 1544 | loss: 0.031164 | val_loss: 0.0311753 | Time: 3016.64 ms [2022-02-16 11:58:02 main:574] : INFO : Epoch 1545 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 3033.42 ms [2022-02-16 11:58:05 main:574] : INFO : Epoch 1546 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 2987.55 ms [2022-02-16 11:58:08 main:574] : INFO : Epoch 1547 | loss: 0.031157 | val_loss: 0.0311694 | Time: 2969.74 ms [2022-02-16 11:58:11 main:574] : INFO : Epoch 1548 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 3022.44 ms [2022-02-16 11:58:14 main:574] : INFO : Epoch 1549 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 2967.95 ms [2022-02-16 11:58:17 main:574] : INFO : Epoch 1550 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 2952.35 ms [2022-02-16 11:58:20 main:574] : INFO : Epoch 1551 | loss: 0.0311585 | val_loss: 0.031174 | Time: 3002.15 ms [2022-02-16 11:58:23 main:574] : INFO : Epoch 1552 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 2990.75 ms [2022-02-16 11:58:26 main:574] : INFO : Epoch 1553 | loss: 0.0311611 | val_loss: 0.0311731 | Time: 2981.53 ms [2022-02-16 11:58:29 main:574] : INFO : Epoch 1554 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 2989.03 ms [2022-02-16 11:58:32 main:574] : INFO : Epoch 1555 | loss: 0.03116 | val_loss: 0.03117 | Time: 3002.01 ms [2022-02-16 11:58:35 main:574] : INFO : Epoch 1556 | loss: 0.0311568 | val_loss: 0.0311713 | Time: 2941.72 ms [2022-02-16 11:58:38 main:574] : INFO : Epoch 1557 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 2961.73 ms [2022-02-16 11:58:41 main:574] : INFO : Epoch 1558 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 2995.46 ms [2022-02-16 11:58:44 main:574] : INFO : Epoch 1559 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 2977.13 ms [2022-02-16 11:58:47 main:574] : INFO : Epoch 1560 | loss: 0.0311573 | val_loss: 0.0311722 | Time: 3021.79 ms [2022-02-16 11:58:50 main:574] : INFO : Epoch 1561 | loss: 0.0311536 | val_loss: 0.0311725 | Time: 2954.67 ms [2022-02-16 11:58:53 main:574] : INFO : Epoch 1562 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 2973.87 ms [2022-02-16 11:58:56 main:574] : INFO : Epoch 1563 | loss: 0.0311533 | val_loss: 0.0311712 | Time: 3018.4 ms [2022-02-16 11:58:59 main:574] : INFO : Epoch 1564 | loss: 0.0311525 | val_loss: 0.031171 | Time: 2956.44 ms [2022-02-16 11:59:02 main:574] : INFO : Epoch 1565 | loss: 0.0311527 | val_loss: 0.03117 | Time: 2992.46 ms [2022-02-16 11:59:05 main:574] : INFO : Epoch 1566 | loss: 0.031153 | val_loss: 0.0311695 | Time: 2996.75 ms [2022-02-16 11:59:08 main:574] : INFO : Epoch 1567 | loss: 0.0311549 | val_loss: 0.031172 | Time: 2975.73 ms [2022-02-16 11:59:11 main:574] : INFO : Epoch 1568 | loss: 0.0311532 | val_loss: 0.0311708 | Time: 2998.74 ms [2022-02-16 11:59:14 main:574] : INFO : Epoch 1569 | loss: 0.0311545 | val_loss: 0.0311704 | Time: 2975.47 ms [2022-02-16 11:59:17 main:574] : INFO : Epoch 1570 | loss: 0.0311517 | val_loss: 0.031169 | Time: 2994.68 ms [2022-02-16 11:59:20 main:574] : INFO : Epoch 1571 | loss: 0.0311506 | val_loss: 0.0311674 | Time: 2980.02 ms [2022-02-16 11:59:23 main:574] : INFO : Epoch 1572 | loss: 0.0311555 | val_loss: 0.0311741 | Time: 3014.16 ms [2022-02-16 11:59:26 main:574] : INFO : Epoch 1573 | loss: 0.0311542 | val_loss: 0.031173 | Time: 2974.66 ms [2022-02-16 11:59:29 main:574] : INFO : Epoch 1574 | loss: 0.0311572 | val_loss: 0.0311737 | Time: 3034.5 ms [2022-02-16 11:59:32 main:574] : INFO : Epoch 1575 | loss: 0.0311547 | val_loss: 0.0311689 | Time: 2967.53 ms [2022-02-16 11:59:35 main:574] : INFO : Epoch 1576 | loss: 0.0311546 | val_loss: 0.0311705 | Time: 2961.06 ms [2022-02-16 11:59:37 main:574] : INFO : Epoch 1577 | loss: 0.0311551 | val_loss: 0.0311703 | Time: 2980.67 ms [2022-02-16 11:59:41 main:574] : INFO : Epoch 1578 | loss: 0.0311565 | val_loss: 0.0311749 | Time: 3030.08 ms [2022-02-16 11:59:43 main:574] : INFO : Epoch 1579 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 2960.78 ms [2022-02-16 11:59:47 main:574] : INFO : Epoch 1580 | loss: 0.031154 | val_loss: 0.03117 | Time: 3001.64 ms [2022-02-16 11:59:49 main:574] : INFO : Epoch 1581 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 2972.11 ms [2022-02-16 11:59:52 main:574] : INFO : Epoch 1582 | loss: 0.0311542 | val_loss: 0.0311736 | Time: 2929.04 ms [2022-02-16 11:59:55 main:574] : INFO : Epoch 1583 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 2941.23 ms [2022-02-16 11:59:58 main:574] : INFO : Epoch 1584 | loss: 0.0311647 | val_loss: 0.0311773 | Time: 2961.47 ms [2022-02-16 12:00:01 main:574] : INFO : Epoch 1585 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 2969.62 ms [2022-02-16 12:00:04 main:574] : INFO : Epoch 1586 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 3010.48 ms [2022-02-16 12:00:07 main:574] : INFO : Epoch 1587 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 2977.24 ms [2022-02-16 12:00:10 main:574] : INFO : Epoch 1588 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 3003.35 ms [2022-02-16 12:00:13 main:574] : INFO : Epoch 1589 | loss: 0.0311642 | val_loss: 0.0311768 | Time: 3021.69 ms [2022-02-16 12:00:16 main:574] : INFO : Epoch 1590 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 2962.64 ms [2022-02-16 12:00:19 main:574] : INFO : Epoch 1591 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 3077.33 ms [2022-02-16 12:00:22 main:574] : INFO : Epoch 1592 | loss: 0.0311574 | val_loss: 0.0311735 | Time: 2986.99 ms [2022-02-16 12:00:25 main:574] : INFO : Epoch 1593 | loss: 0.0311577 | val_loss: 0.0311729 | Time: 2957.8 ms [2022-02-16 12:00:28 main:574] : INFO : Epoch 1594 | loss: 0.0311572 | val_loss: 0.031174 | Time: 2997.13 ms [2022-02-16 12:00:31 main:574] : INFO : Epoch 1595 | loss: 0.0311568 | val_loss: 0.031171 | Time: 2996.54 ms [2022-02-16 12:00:34 main:574] : INFO : Epoch 1596 | loss: 0.0311569 | val_loss: 0.0311705 | Time: 3038.99 ms [2022-02-16 12:00:37 main:574] : INFO : Epoch 1597 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 3000.71 ms [2022-02-16 12:00:40 main:574] : INFO : Epoch 1598 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 3018.3 ms [2022-02-16 12:00:43 main:574] : INFO : Epoch 1599 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 2973.41 ms [2022-02-16 12:00:46 main:574] : INFO : Epoch 1600 | loss: 0.0311556 | val_loss: 0.0311731 | Time: 3003.18 ms [2022-02-16 12:00:49 main:574] : INFO : Epoch 1601 | loss: 0.0311568 | val_loss: 0.0311718 | Time: 2983.66 ms [2022-02-16 12:00:52 main:574] : INFO : Epoch 1602 | loss: 0.0311559 | val_loss: 0.0311762 | Time: 3003.27 ms [2022-02-16 12:00:55 main:574] : INFO : Epoch 1603 | loss: 0.0311567 | val_loss: 0.0311733 | Time: 3022.99 ms [2022-02-16 12:00:58 main:574] : INFO : Epoch 1604 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 2965.14 ms [2022-02-16 12:01:01 main:574] : INFO : Epoch 1605 | loss: 0.0311559 | val_loss: 0.0311736 | Time: 2919.3 ms [2022-02-16 12:01:04 main:574] : INFO : Epoch 1606 | loss: 0.0311554 | val_loss: 0.031173 | Time: 2954.01 ms [2022-02-16 12:01:07 main:574] : INFO : Epoch 1607 | loss: 0.031157 | val_loss: 0.0311714 | Time: 2941.71 ms [2022-02-16 12:01:10 main:574] : INFO : Epoch 1608 | loss: 0.0311576 | val_loss: 0.0311705 | Time: 3035.72 ms [2022-02-16 12:01:13 main:574] : INFO : Epoch 1609 | loss: 0.0311571 | val_loss: 0.0311704 | Time: 3050.68 ms [2022-02-16 12:01:16 main:574] : INFO : Epoch 1610 | loss: 0.031159 | val_loss: 0.0311696 | Time: 2914.61 ms [2022-02-16 12:01:19 main:574] : INFO : Epoch 1611 | loss: 0.0311556 | val_loss: 0.0311714 | Time: 2973.12 ms [2022-02-16 12:01:22 main:574] : INFO : Epoch 1612 | loss: 0.031155 | val_loss: 0.0311699 | Time: 2956.89 ms [2022-02-16 12:01:25 main:574] : INFO : Epoch 1613 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 2984.83 ms [2022-02-16 12:01:28 main:574] : INFO : Epoch 1614 | loss: 0.0311562 | val_loss: 0.0311688 | Time: 2991.7 ms [2022-02-16 12:01:31 main:574] : INFO : Epoch 1615 | loss: 0.0311565 | val_loss: 0.0311716 | Time: 2956.01 ms [2022-02-16 12:01:34 main:574] : INFO : Epoch 1616 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 3007.08 ms [2022-02-16 12:01:37 main:574] : INFO : Epoch 1617 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 3025.21 ms [2022-02-16 12:01:40 main:574] : INFO : Epoch 1618 | loss: 0.0311561 | val_loss: 0.0311674 | Time: 3001.47 ms [2022-02-16 12:01:43 main:574] : INFO : Epoch 1619 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 3047.29 ms [2022-02-16 12:01:46 main:574] : INFO : Epoch 1620 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 2988.28 ms [2022-02-16 12:01:49 main:574] : INFO : Epoch 1621 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 2972.18 ms [2022-02-16 12:01:52 main:574] : INFO : Epoch 1622 | loss: 0.0311543 | val_loss: 0.0311672 | Time: 3054.73 ms [2022-02-16 12:01:55 main:574] : INFO : Epoch 1623 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 2950.89 ms [2022-02-16 12:01:58 main:574] : INFO : Epoch 1624 | loss: 0.0311541 | val_loss: 0.0311669 | Time: 2990.74 ms [2022-02-16 12:02:01 main:574] : INFO : Epoch 1625 | loss: 0.0311555 | val_loss: 0.0311747 | Time: 2924.42 ms [2022-02-16 12:02:04 main:574] : INFO : Epoch 1626 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 2944.3 ms [2022-02-16 12:02:07 main:574] : INFO : Epoch 1627 | loss: 0.031154 | val_loss: 0.0311716 | Time: 2910.69 ms [2022-02-16 12:02:10 main:574] : INFO : Epoch 1628 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 2928.25 ms [2022-02-16 12:02:13 main:574] : INFO : Epoch 1629 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 2995.88 ms [2022-02-16 12:02:16 main:574] : INFO : Epoch 1630 | loss: 0.0311576 | val_loss: 0.031171 | Time: 2945.17 ms [2022-02-16 12:02:19 main:574] : INFO : Epoch 1631 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 2977.62 ms [2022-02-16 12:02:22 main:574] : INFO : Epoch 1632 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 3005.47 ms [2022-02-16 12:02:25 main:574] : INFO : Epoch 1633 | loss: 0.0311567 | val_loss: 0.031168 | Time: 2955.06 ms [2022-02-16 12:02:28 main:574] : INFO : Epoch 1634 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 3030.11 ms [2022-02-16 12:02:31 main:574] : INFO : Epoch 1635 | loss: 0.0311566 | val_loss: 0.0311727 | Time: 2996.05 ms [2022-02-16 12:02:34 main:574] : INFO : Epoch 1636 | loss: 0.0311565 | val_loss: 0.031171 | Time: 3062.87 ms [2022-02-16 12:02:37 main:574] : INFO : Epoch 1637 | loss: 0.0311541 | val_loss: 0.0311663 | Time: 2975.55 ms [2022-02-16 12:02:40 main:574] : INFO : Epoch 1638 | loss: 0.031154 | val_loss: 0.0311667 | Time: 2970.25 ms [2022-02-16 12:02:43 main:574] : INFO : Epoch 1639 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 3011.69 ms [2022-02-16 12:02:46 main:574] : INFO : Epoch 1640 | loss: 0.0311543 | val_loss: 0.0311668 | Time: 2969.8 ms [2022-02-16 12:02:49 main:574] : INFO : Epoch 1641 | loss: 0.0311539 | val_loss: 0.0311691 | Time: 2945.72 ms [2022-02-16 12:02:52 main:574] : INFO : Epoch 1642 | loss: 0.0311548 | val_loss: 0.0311706 | Time: 2931.15 ms [2022-02-16 12:02:55 main:574] : INFO : Epoch 1643 | loss: 0.0311552 | val_loss: 0.031171 | Time: 2967.07 ms [2022-02-16 12:02:58 main:574] : INFO : Epoch 1644 | loss: 0.0311536 | val_loss: 0.0311751 | Time: 3013.41 ms [2022-02-16 12:03:01 main:574] : INFO : Epoch 1645 | loss: 0.0311537 | val_loss: 0.0311712 | Time: 3014.27 ms [2022-02-16 12:03:04 main:574] : INFO : Epoch 1646 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 2974.98 ms [2022-02-16 12:03:07 main:574] : INFO : Epoch 1647 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 2994.7 ms [2022-02-16 12:03:10 main:574] : INFO : Epoch 1648 | loss: 0.0311515 | val_loss: 0.0311685 | Time: 3033.71 ms [2022-02-16 12:03:13 main:574] : INFO : Epoch 1649 | loss: 0.0311505 | val_loss: 0.0311683 | Time: 3036.22 ms [2022-02-16 12:03:16 main:574] : INFO : Epoch 1650 | loss: 0.0311534 | val_loss: 0.0311681 | Time: 3230.25 ms [2022-02-16 12:03:19 main:574] : INFO : Epoch 1651 | loss: 0.0311512 | val_loss: 0.0311688 | Time: 2939.45 ms [2022-02-16 12:03:22 main:574] : INFO : Epoch 1652 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 3022.28 ms [2022-02-16 12:03:25 main:574] : INFO : Epoch 1653 | loss: 0.0311506 | val_loss: 0.0311675 | Time: 2994.2 ms [2022-02-16 12:03:28 main:574] : INFO : Epoch 1654 | loss: 0.031155 | val_loss: 0.0311834 | Time: 2957.12 ms [2022-02-16 12:03:31 main:574] : INFO : Epoch 1655 | loss: 0.0440979 | val_loss: 0.0540084 | Time: 2988.58 ms [2022-02-16 12:03:34 main:574] : INFO : Epoch 1656 | loss: 0.0350416 | val_loss: 0.031663 | Time: 3026.92 ms [2022-02-16 12:03:37 main:574] : INFO : Epoch 1657 | loss: 0.031678 | val_loss: 0.031293 | Time: 3033.47 ms [2022-02-16 12:03:40 main:574] : INFO : Epoch 1658 | loss: 0.0313152 | val_loss: 0.0312888 | Time: 2968.86 ms [2022-02-16 12:03:43 main:574] : INFO : Epoch 1659 | loss: 0.0312555 | val_loss: 0.0312438 | Time: 2937.88 ms [2022-02-16 12:03:46 main:574] : INFO : Epoch 1660 | loss: 0.0312403 | val_loss: 0.0312382 | Time: 3002.22 ms [2022-02-16 12:03:49 main:574] : INFO : Epoch 1661 | loss: 0.0312333 | val_loss: 0.0312292 | Time: 3006.48 ms [2022-02-16 12:03:52 main:574] : INFO : Epoch 1662 | loss: 0.0312266 | val_loss: 0.0312219 | Time: 2959.51 ms [2022-02-16 12:03:55 main:574] : INFO : Epoch 1663 | loss: 0.0312188 | val_loss: 0.0312135 | Time: 2986.65 ms [2022-02-16 12:03:58 main:574] : INFO : Epoch 1664 | loss: 0.0312105 | val_loss: 0.031205 | Time: 2932.28 ms [2022-02-16 12:04:01 main:574] : INFO : Epoch 1665 | loss: 0.0312028 | val_loss: 0.0311977 | Time: 3020.16 ms [2022-02-16 12:04:04 main:574] : INFO : Epoch 1666 | loss: 0.0311958 | val_loss: 0.0311915 | Time: 2974.06 ms [2022-02-16 12:04:07 main:574] : INFO : Epoch 1667 | loss: 0.0311896 | val_loss: 0.0311861 | Time: 2975.15 ms [2022-02-16 12:04:10 main:574] : INFO : Epoch 1668 | loss: 0.0311853 | val_loss: 0.0311827 | Time: 3012.11 ms [2022-02-16 12:04:13 main:574] : INFO : Epoch 1669 | loss: 0.031182 | val_loss: 0.0311805 | Time: 3004.35 ms [2022-02-16 12:04:16 main:574] : INFO : Epoch 1670 | loss: 0.0311804 | val_loss: 0.0311796 | Time: 2982.61 ms [2022-02-16 12:04:19 main:574] : INFO : Epoch 1671 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 2877.28 ms [2022-02-16 12:04:22 main:574] : INFO : Epoch 1672 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 2956.74 ms [2022-02-16 12:04:25 main:574] : INFO : Epoch 1673 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 3005.21 ms [2022-02-16 12:04:28 main:574] : INFO : Epoch 1674 | loss: 0.0311775 | val_loss: 0.03118 | Time: 2983.4 ms [2022-02-16 12:04:31 main:574] : INFO : Epoch 1675 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 3021.41 ms [2022-02-16 12:04:34 main:574] : INFO : Epoch 1676 | loss: 0.031176 | val_loss: 0.0311783 | Time: 2971.61 ms [2022-02-16 12:04:37 main:574] : INFO : Epoch 1677 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 2930.6 ms [2022-02-16 12:04:40 main:574] : INFO : Epoch 1678 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 3028.39 ms [2022-02-16 12:04:43 main:574] : INFO : Epoch 1679 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 2970.77 ms [2022-02-16 12:04:46 main:574] : INFO : Epoch 1680 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 2926.04 ms [2022-02-16 12:04:49 main:574] : INFO : Epoch 1681 | loss: 0.0311727 | val_loss: 0.0311739 | Time: 2985.02 ms [2022-02-16 12:04:52 main:574] : INFO : Epoch 1682 | loss: 0.0311685 | val_loss: 0.0311698 | Time: 2973.65 ms [2022-02-16 12:04:55 main:574] : INFO : Epoch 1683 | loss: 0.0311617 | val_loss: 0.031169 | Time: 3029.49 ms [2022-02-16 12:04:58 main:574] : INFO : Epoch 1684 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 2970.74 ms [2022-02-16 12:05:01 main:574] : INFO : Epoch 1685 | loss: 0.031158 | val_loss: 0.0311682 | Time: 3079.32 ms [2022-02-16 12:05:04 main:574] : INFO : Epoch 1686 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 2959.48 ms [2022-02-16 12:05:07 main:574] : INFO : Epoch 1687 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 2948.32 ms [2022-02-16 12:05:10 main:574] : INFO : Epoch 1688 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 3025.09 ms [2022-02-16 12:05:13 main:574] : INFO : Epoch 1689 | loss: 0.0311739 | val_loss: 0.031173 | Time: 2925.84 ms [2022-02-16 12:05:16 main:574] : INFO : Epoch 1690 | loss: 0.0311697 | val_loss: 0.0311707 | Time: 2940.89 ms [2022-02-16 12:05:19 main:574] : INFO : Epoch 1691 | loss: 0.0311678 | val_loss: 0.0311735 | Time: 2966.87 ms [2022-02-16 12:05:22 main:574] : INFO : Epoch 1692 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 2934.3 ms [2022-02-16 12:05:24 main:574] : INFO : Epoch 1693 | loss: 0.0311661 | val_loss: 0.0311725 | Time: 2930.19 ms [2022-02-16 12:05:27 main:574] : INFO : Epoch 1694 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 2951.22 ms [2022-02-16 12:05:30 main:574] : INFO : Epoch 1695 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 2994.96 ms [2022-02-16 12:05:33 main:574] : INFO : Epoch 1696 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 3009.43 ms [2022-02-16 12:05:36 main:574] : INFO : Epoch 1697 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 2971.63 ms [2022-02-16 12:05:39 main:574] : INFO : Epoch 1698 | loss: 0.031164 | val_loss: 0.0311713 | Time: 3051.95 ms [2022-02-16 12:05:42 main:574] : INFO : Epoch 1699 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 2944.97 ms [2022-02-16 12:05:45 main:574] : INFO : Epoch 1700 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 3000.2 ms [2022-02-16 12:05:48 main:574] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.0311701 | Time: 2989.05 ms [2022-02-16 12:05:51 main:574] : INFO : Epoch 1702 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 3010.83 ms [2022-02-16 12:05:54 main:574] : INFO : Epoch 1703 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 3023.37 ms [2022-02-16 12:05:57 main:574] : INFO : Epoch 1704 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 3006.76 ms [2022-02-16 12:06:01 main:574] : INFO : Epoch 1705 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 3020.78 ms [2022-02-16 12:06:03 main:574] : INFO : Epoch 1706 | loss: 0.0311601 | val_loss: 0.031171 | Time: 2984.73 ms [2022-02-16 12:06:06 main:574] : INFO : Epoch 1707 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 2969.93 ms [2022-02-16 12:06:09 main:574] : INFO : Epoch 1708 | loss: 0.0311597 | val_loss: 0.0311697 | Time: 2955.71 ms [2022-02-16 12:06:12 main:574] : INFO : Epoch 1709 | loss: 0.0311592 | val_loss: 0.0311681 | Time: 2968.74 ms [2022-02-16 12:06:15 main:574] : INFO : Epoch 1710 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 2960.79 ms [2022-02-16 12:06:18 main:574] : INFO : Epoch 1711 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 3011.15 ms [2022-02-16 12:06:21 main:574] : INFO : Epoch 1712 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 2967.14 ms [2022-02-16 12:06:24 main:574] : INFO : Epoch 1713 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 2998.57 ms [2022-02-16 12:06:27 main:574] : INFO : Epoch 1714 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 3020.18 ms [2022-02-16 12:06:30 main:574] : INFO : Epoch 1715 | loss: 0.0311593 | val_loss: 0.0311694 | Time: 2918.8 ms [2022-02-16 12:06:33 main:574] : INFO : Epoch 1716 | loss: 0.0311582 | val_loss: 0.0311699 | Time: 2895.95 ms [2022-02-16 12:06:36 main:574] : INFO : Epoch 1717 | loss: 0.0311579 | val_loss: 0.03117 | Time: 2991.22 ms [2022-02-16 12:06:39 main:574] : INFO : Epoch 1718 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 2986.46 ms [2022-02-16 12:06:42 main:574] : INFO : Epoch 1719 | loss: 0.031158 | val_loss: 0.0311711 | Time: 3017.23 ms [2022-02-16 12:06:45 main:574] : INFO : Epoch 1720 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 2959.3 ms [2022-02-16 12:06:48 main:574] : INFO : Epoch 1721 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 2989.19 ms [2022-02-16 12:06:51 main:574] : INFO : Epoch 1722 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 3027.3 ms [2022-02-16 12:06:54 main:574] : INFO : Epoch 1723 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 3012.37 ms [2022-02-16 12:06:57 main:574] : INFO : Epoch 1724 | loss: 0.031156 | val_loss: 0.0311686 | Time: 3030.37 ms [2022-02-16 12:07:00 main:574] : INFO : Epoch 1725 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 2971.1 ms [2022-02-16 12:07:03 main:574] : INFO : Epoch 1726 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 2967.18 ms [2022-02-16 12:07:06 main:574] : INFO : Epoch 1727 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 3019.26 ms [2022-02-16 12:07:09 main:574] : INFO : Epoch 1728 | loss: 0.0311556 | val_loss: 0.0311697 | Time: 2937.55 ms [2022-02-16 12:07:12 main:574] : INFO : Epoch 1729 | loss: 0.0311551 | val_loss: 0.0311688 | Time: 2987.08 ms [2022-02-16 12:07:15 main:574] : INFO : Epoch 1730 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 3048.12 ms [2022-02-16 12:07:18 main:574] : INFO : Epoch 1731 | loss: 0.0311546 | val_loss: 0.0311713 | Time: 2991.65 ms [2022-02-16 12:07:21 main:574] : INFO : Epoch 1732 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 3002.65 ms [2022-02-16 12:07:24 main:574] : INFO : Epoch 1733 | loss: 0.0311541 | val_loss: 0.0311698 | Time: 2964.86 ms [2022-02-16 12:07:27 main:574] : INFO : Epoch 1734 | loss: 0.0311543 | val_loss: 0.0311686 | Time: 2973.46 ms [2022-02-16 12:07:30 main:574] : INFO : Epoch 1735 | loss: 0.0311542 | val_loss: 0.0311729 | Time: 3057.32 ms [2022-02-16 12:07:33 main:574] : INFO : Epoch 1736 | loss: 0.031155 | val_loss: 0.0311709 | Time: 3017.49 ms [2022-02-16 12:07:36 main:574] : INFO : Epoch 1737 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 2937.29 ms [2022-02-16 12:07:39 main:574] : INFO : Epoch 1738 | loss: 0.0311546 | val_loss: 0.0311703 | Time: 2917.67 ms [2022-02-16 12:07:42 main:574] : INFO : Epoch 1739 | loss: 0.0311539 | val_loss: 0.0311711 | Time: 2969.94 ms [2022-02-16 12:07:45 main:574] : INFO : Epoch 1740 | loss: 0.0311535 | val_loss: 0.0311704 | Time: 2947.09 ms [2022-02-16 12:07:48 main:574] : INFO : Epoch 1741 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 2993.89 ms [2022-02-16 12:07:51 main:574] : INFO : Epoch 1742 | loss: 0.0311531 | val_loss: 0.0311716 | Time: 2965.44 ms [2022-02-16 12:07:54 main:574] : INFO : Epoch 1743 | loss: 0.0311547 | val_loss: 0.0311736 | Time: 3242.59 ms [2022-02-16 12:07:57 main:574] : INFO : Epoch 1744 | loss: 0.0311532 | val_loss: 0.031171 | Time: 3178.54 ms [2022-02-16 12:08:00 main:574] : INFO : Epoch 1745 | loss: 0.0311527 | val_loss: 0.0311707 | Time: 2976.9 ms [2022-02-16 12:08:03 main:574] : INFO : Epoch 1746 | loss: 0.0311527 | val_loss: 0.0311699 | Time: 2999.41 ms [2022-02-16 12:08:06 main:574] : INFO : Epoch 1747 | loss: 0.0311523 | val_loss: 0.031171 | Time: 3007.51 ms [2022-02-16 12:08:10 main:574] : INFO : Epoch 1748 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 3018.94 ms [2022-02-16 12:08:13 main:574] : INFO : Epoch 1749 | loss: 0.0311537 | val_loss: 0.0311716 | Time: 2987.41 ms [2022-02-16 12:08:15 main:574] : INFO : Epoch 1750 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 2975.51 ms [2022-02-16 12:08:18 main:574] : INFO : Epoch 1751 | loss: 0.0311522 | val_loss: 0.0311715 | Time: 2988.22 ms [2022-02-16 12:08:22 main:574] : INFO : Epoch 1752 | loss: 0.031152 | val_loss: 0.0311738 | Time: 3017.02 ms [2022-02-16 12:08:24 main:574] : INFO : Epoch 1753 | loss: 0.031152 | val_loss: 0.0311703 | Time: 2975.39 ms [2022-02-16 12:08:27 main:574] : INFO : Epoch 1754 | loss: 0.0311517 | val_loss: 0.0311704 | Time: 2943.95 ms [2022-02-16 12:08:30 main:574] : INFO : Epoch 1755 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 2999.01 ms [2022-02-16 12:08:33 main:574] : INFO : Epoch 1756 | loss: 0.0311518 | val_loss: 0.0311704 | Time: 2993.28 ms [2022-02-16 12:08:36 main:574] : INFO : Epoch 1757 | loss: 0.031153 | val_loss: 0.0311719 | Time: 3012.84 ms [2022-02-16 12:08:40 main:574] : INFO : Epoch 1758 | loss: 0.0311565 | val_loss: 0.0311714 | Time: 3058.46 ms [2022-02-16 12:08:42 main:574] : INFO : Epoch 1759 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 2964.58 ms [2022-02-16 12:08:45 main:574] : INFO : Epoch 1760 | loss: 0.0311553 | val_loss: 0.0311692 | Time: 2949.2 ms [2022-02-16 12:08:48 main:574] : INFO : Epoch 1761 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 2973.96 ms [2022-02-16 12:08:51 main:574] : INFO : Epoch 1762 | loss: 0.0311545 | val_loss: 0.0311705 | Time: 2960.24 ms [2022-02-16 12:08:54 main:574] : INFO : Epoch 1763 | loss: 0.0311568 | val_loss: 0.0311726 | Time: 3019.72 ms [2022-02-16 12:08:57 main:574] : INFO : Epoch 1764 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 2985.11 ms [2022-02-16 12:09:00 main:574] : INFO : Epoch 1765 | loss: 0.031157 | val_loss: 0.0311731 | Time: 2984.08 ms [2022-02-16 12:09:03 main:574] : INFO : Epoch 1766 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 2975.38 ms [2022-02-16 12:09:06 main:574] : INFO : Epoch 1767 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 2990.39 ms [2022-02-16 12:09:09 main:574] : INFO : Epoch 1768 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 3017.34 ms [2022-02-16 12:09:12 main:574] : INFO : Epoch 1769 | loss: 0.0311554 | val_loss: 0.0311713 | Time: 3020.58 ms [2022-02-16 12:09:15 main:574] : INFO : Epoch 1770 | loss: 0.0311552 | val_loss: 0.0311714 | Time: 2969.47 ms [2022-02-16 12:09:18 main:574] : INFO : Epoch 1771 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 2966.75 ms [2022-02-16 12:09:21 main:574] : INFO : Epoch 1772 | loss: 0.0311535 | val_loss: 0.031172 | Time: 2973.55 ms [2022-02-16 12:09:24 main:574] : INFO : Epoch 1773 | loss: 0.0311547 | val_loss: 0.0311675 | Time: 3032.43 ms [2022-02-16 12:09:27 main:574] : INFO : Epoch 1774 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2995.51 ms [2022-02-16 12:09:30 main:574] : INFO : Epoch 1775 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 3006.73 ms [2022-02-16 12:09:33 main:574] : INFO : Epoch 1776 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 2974.83 ms [2022-02-16 12:09:36 main:574] : INFO : Epoch 1777 | loss: 0.0311538 | val_loss: 0.0311699 | Time: 3007.27 ms [2022-02-16 12:09:39 main:574] : INFO : Epoch 1778 | loss: 0.0311544 | val_loss: 0.0311692 | Time: 2992.91 ms [2022-02-16 12:09:42 main:574] : INFO : Epoch 1779 | loss: 0.0311529 | val_loss: 0.0311676 | Time: 3013.11 ms [2022-02-16 12:09:45 main:574] : INFO : Epoch 1780 | loss: 0.0311526 | val_loss: 0.0311699 | Time: 2908.97 ms [2022-02-16 12:09:48 main:574] : INFO : Epoch 1781 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 3033.11 ms [2022-02-16 12:09:51 main:574] : INFO : Epoch 1782 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 2975.82 ms [2022-02-16 12:09:54 main:574] : INFO : Epoch 1783 | loss: 0.0311544 | val_loss: 0.0311675 | Time: 2921.79 ms [2022-02-16 12:09:57 main:574] : INFO : Epoch 1784 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 2979.71 ms [2022-02-16 12:10:00 main:574] : INFO : Epoch 1785 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 3007.05 ms [2022-02-16 12:10:03 main:574] : INFO : Epoch 1786 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 3008.5 ms [2022-02-16 12:10:06 main:574] : INFO : Epoch 1787 | loss: 0.0311541 | val_loss: 0.0311723 | Time: 2941.65 ms [2022-02-16 12:10:09 main:574] : INFO : Epoch 1788 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 3055.97 ms [2022-02-16 12:10:12 main:574] : INFO : Epoch 1789 | loss: 0.0311527 | val_loss: 0.0311707 | Time: 3018.21 ms [2022-02-16 12:10:15 main:574] : INFO : Epoch 1790 | loss: 0.0311525 | val_loss: 0.0311718 | Time: 2995.61 ms [2022-02-16 12:10:18 main:574] : INFO : Epoch 1791 | loss: 0.0311514 | val_loss: 0.0311719 | Time: 2990.17 ms [2022-02-16 12:10:21 main:574] : INFO : Epoch 1792 | loss: 0.0311539 | val_loss: 0.0311713 | Time: 2977.38 ms [2022-02-16 12:10:24 main:574] : INFO : Epoch 1793 | loss: 0.0311526 | val_loss: 0.0311738 | Time: 2918.65 ms [2022-02-16 12:10:27 main:574] : INFO : Epoch 1794 | loss: 0.0311511 | val_loss: 0.0311708 | Time: 3072.5 ms [2022-02-16 12:10:30 main:574] : INFO : Epoch 1795 | loss: 0.0311506 | val_loss: 0.031171 | Time: 3010.51 ms [2022-02-16 12:10:33 main:574] : INFO : Epoch 1796 | loss: 0.0311505 | val_loss: 0.0311705 | Time: 2925.14 ms [2022-02-16 12:10:36 main:574] : INFO : Epoch 1797 | loss: 0.0311508 | val_loss: 0.0311721 | Time: 3012.41 ms [2022-02-16 12:10:39 main:574] : INFO : Epoch 1798 | loss: 0.0311571 | val_loss: 0.0311741 | Time: 2996.77 ms [2022-02-16 12:10:42 main:574] : INFO : Epoch 1799 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 2986.55 ms [2022-02-16 12:10:45 main:574] : INFO : Epoch 1800 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2986.87 ms [2022-02-16 12:10:48 main:574] : INFO : Epoch 1801 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 2968.85 ms [2022-02-16 12:10:51 main:574] : INFO : Epoch 1802 | loss: 0.0311552 | val_loss: 0.0311752 | Time: 2988.98 ms [2022-02-16 12:10:54 main:574] : INFO : Epoch 1803 | loss: 0.0311548 | val_loss: 0.0311734 | Time: 2959.74 ms [2022-02-16 12:10:57 main:574] : INFO : Epoch 1804 | loss: 0.031153 | val_loss: 0.031171 | Time: 2940.4 ms [2022-02-16 12:11:00 main:574] : INFO : Epoch 1805 | loss: 0.0311531 | val_loss: 0.0311733 | Time: 2975.34 ms [2022-02-16 12:11:03 main:574] : INFO : Epoch 1806 | loss: 0.0311533 | val_loss: 0.0311723 | Time: 2991.95 ms [2022-02-16 12:11:06 main:574] : INFO : Epoch 1807 | loss: 0.0311557 | val_loss: 0.0311735 | Time: 3014.07 ms [2022-02-16 12:11:09 main:574] : INFO : Epoch 1808 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 3034.38 ms [2022-02-16 12:11:12 main:574] : INFO : Epoch 1809 | loss: 0.0311554 | val_loss: 0.0311737 | Time: 2985.45 ms [2022-02-16 12:11:15 main:574] : INFO : Epoch 1810 | loss: 0.0311589 | val_loss: 0.0311743 | Time: 2988.52 ms [2022-02-16 12:11:18 main:574] : INFO : Epoch 1811 | loss: 0.0311576 | val_loss: 0.0311707 | Time: 2989.21 ms [2022-02-16 12:11:21 main:574] : INFO : Epoch 1812 | loss: 0.0311546 | val_loss: 0.0311732 | Time: 3040.78 ms [2022-02-16 12:11:24 main:574] : INFO : Epoch 1813 | loss: 0.031155 | val_loss: 0.0311692 | Time: 2978.8 ms [2022-02-16 12:11:27 main:574] : INFO : Epoch 1814 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 2987.02 ms [2022-02-16 12:11:30 main:574] : INFO : Epoch 1815 | loss: 0.0311531 | val_loss: 0.0311714 | Time: 2985.17 ms [2022-02-16 12:11:33 main:574] : INFO : Epoch 1816 | loss: 0.031153 | val_loss: 0.0311741 | Time: 3005.23 ms [2022-02-16 12:11:36 main:574] : INFO : Epoch 1817 | loss: 0.0311526 | val_loss: 0.0311727 | Time: 2965.75 ms [2022-02-16 12:11:39 main:574] : INFO : Epoch 1818 | loss: 0.0311515 | val_loss: 0.0311725 | Time: 3012.86 ms [2022-02-16 12:11:42 main:574] : INFO : Epoch 1819 | loss: 0.0311512 | val_loss: 0.031173 | Time: 2936.52 ms [2022-02-16 12:11:45 main:574] : INFO : Epoch 1820 | loss: 0.0311503 | val_loss: 0.0311727 | Time: 3029.7 ms [2022-02-16 12:11:48 main:574] : INFO : Epoch 1821 | loss: 0.0311505 | val_loss: 0.0311715 | Time: 2984.28 ms [2022-02-16 12:11:51 main:574] : INFO : Epoch 1822 | loss: 0.0311518 | val_loss: 0.0311712 | Time: 2968.7 ms [2022-02-16 12:11:54 main:574] : INFO : Epoch 1823 | loss: 0.0311504 | val_loss: 0.0311724 | Time: 2947.58 ms [2022-02-16 12:11:57 main:574] : INFO : Epoch 1824 | loss: 0.0311514 | val_loss: 0.0311735 | Time: 2972.93 ms [2022-02-16 12:12:00 main:574] : INFO : Epoch 1825 | loss: 0.0311529 | val_loss: 0.0311738 | Time: 3120.56 ms [2022-02-16 12:12:03 main:574] : INFO : Epoch 1826 | loss: 0.0311517 | val_loss: 0.0311776 | Time: 2911.11 ms [2022-02-16 12:12:06 main:574] : INFO : Epoch 1827 | loss: 0.0311529 | val_loss: 0.0311733 | Time: 3001.83 ms [2022-02-16 12:12:09 main:574] : INFO : Epoch 1828 | loss: 0.0311507 | val_loss: 0.0311741 | Time: 2970.02 ms [2022-02-16 12:12:12 main:574] : INFO : Epoch 1829 | loss: 0.0311521 | val_loss: 0.0311711 | Time: 3094.76 ms [2022-02-16 12:12:15 main:574] : INFO : Epoch 1830 | loss: 0.0311546 | val_loss: 0.031171 | Time: 3020.95 ms [2022-02-16 12:12:18 main:574] : INFO : Epoch 1831 | loss: 0.0311539 | val_loss: 0.0311703 | Time: 3010.42 ms [2022-02-16 12:12:21 main:574] : INFO : Epoch 1832 | loss: 0.0311522 | val_loss: 0.0311705 | Time: 2968.51 ms [2022-02-16 12:12:24 main:574] : INFO : Epoch 1833 | loss: 0.0311547 | val_loss: 0.0311704 | Time: 2976.78 ms [2022-02-16 12:12:27 main:574] : INFO : Epoch 1834 | loss: 0.0311552 | val_loss: 0.0311732 | Time: 3069.95 ms [2022-02-16 12:12:30 main:574] : INFO : Epoch 1835 | loss: 0.0311562 | val_loss: 0.0311751 | Time: 2988.7 ms [2022-02-16 12:12:33 main:574] : INFO : Epoch 1836 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 2972.97 ms [2022-02-16 12:12:36 main:574] : INFO : Epoch 1837 | loss: 0.0311512 | val_loss: 0.0311714 | Time: 3015.46 ms [2022-02-16 12:12:39 main:574] : INFO : Epoch 1838 | loss: 0.031153 | val_loss: 0.0311728 | Time: 3010.17 ms [2022-02-16 12:12:42 main:574] : INFO : Epoch 1839 | loss: 0.0311529 | val_loss: 0.0311768 | Time: 3049.97 ms [2022-02-16 12:12:45 main:574] : INFO : Epoch 1840 | loss: 0.0311558 | val_loss: 0.0311715 | Time: 2959.6 ms [2022-02-16 12:12:48 main:574] : INFO : Epoch 1841 | loss: 0.0311525 | val_loss: 0.0311733 | Time: 3194.93 ms [2022-02-16 12:12:51 main:574] : INFO : Epoch 1842 | loss: 0.0311537 | val_loss: 0.0311697 | Time: 2993.69 ms [2022-02-16 12:12:54 main:574] : INFO : Epoch 1843 | loss: 0.0311535 | val_loss: 0.0311706 | Time: 2995.92 ms [2022-02-16 12:12:57 main:574] : INFO : Epoch 1844 | loss: 0.031156 | val_loss: 0.0311739 | Time: 2975.07 ms [2022-02-16 12:13:00 main:574] : INFO : Epoch 1845 | loss: 0.0311558 | val_loss: 0.0311726 | Time: 3010.27 ms [2022-02-16 12:13:04 main:574] : INFO : Epoch 1846 | loss: 0.0311539 | val_loss: 0.0311722 | Time: 3015.03 ms [2022-02-16 12:13:07 main:574] : INFO : Epoch 1847 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 3051.89 ms [2022-02-16 12:13:09 main:574] : INFO : Epoch 1848 | loss: 0.0311523 | val_loss: 0.0311725 | Time: 2898.06 ms [2022-02-16 12:13:13 main:574] : INFO : Epoch 1849 | loss: 0.0311517 | val_loss: 0.0311709 | Time: 3031.73 ms [2022-02-16 12:13:15 main:574] : INFO : Epoch 1850 | loss: 0.0311521 | val_loss: 0.0311716 | Time: 2969.88 ms [2022-02-16 12:13:19 main:574] : INFO : Epoch 1851 | loss: 0.0311542 | val_loss: 0.0311719 | Time: 3020.34 ms [2022-02-16 12:13:22 main:574] : INFO : Epoch 1852 | loss: 0.0311525 | val_loss: 0.0311718 | Time: 2988.43 ms [2022-02-16 12:13:24 main:574] : INFO : Epoch 1853 | loss: 0.0311505 | val_loss: 0.0311721 | Time: 2963.39 ms [2022-02-16 12:13:27 main:574] : INFO : Epoch 1854 | loss: 0.0311502 | val_loss: 0.0311731 | Time: 2984.38 ms [2022-02-16 12:13:30 main:574] : INFO : Epoch 1855 | loss: 0.0311502 | val_loss: 0.0311698 | Time: 3019.49 ms [2022-02-16 12:13:33 main:574] : INFO : Epoch 1856 | loss: 0.031149 | val_loss: 0.0311715 | Time: 2960.65 ms [2022-02-16 12:13:36 main:574] : INFO : Epoch 1857 | loss: 0.0311497 | val_loss: 0.0311722 | Time: 2995.39 ms [2022-02-16 12:13:39 main:574] : INFO : Epoch 1858 | loss: 0.0311502 | val_loss: 0.0311691 | Time: 3016.5 ms [2022-02-16 12:13:42 main:574] : INFO : Epoch 1859 | loss: 0.031149 | val_loss: 0.0311693 | Time: 2962.51 ms [2022-02-16 12:13:45 main:574] : INFO : Epoch 1860 | loss: 0.0311519 | val_loss: 0.0311736 | Time: 2996.83 ms [2022-02-16 12:13:48 main:574] : INFO : Epoch 1861 | loss: 0.031153 | val_loss: 0.0311702 | Time: 2966.67 ms [2022-02-16 12:13:51 main:574] : INFO : Epoch 1862 | loss: 0.0311529 | val_loss: 0.0311718 | Time: 2959.81 ms [2022-02-16 12:13:54 main:574] : INFO : Epoch 1863 | loss: 0.0311531 | val_loss: 0.0311704 | Time: 2967.09 ms [2022-02-16 12:13:57 main:574] : INFO : Epoch 1864 | loss: 0.0311526 | val_loss: 0.0311728 | Time: 2992.3 ms [2022-02-16 12:14:00 main:574] : INFO : Epoch 1865 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 3016.05 ms [2022-02-16 12:14:03 main:574] : INFO : Epoch 1866 | loss: 0.03115 | val_loss: 0.0311755 | Time: 2968.28 ms [2022-02-16 12:14:06 main:574] : INFO : Epoch 1867 | loss: 0.0311494 | val_loss: 0.0311675 | Time: 2981.56 ms [2022-02-16 12:14:09 main:574] : INFO : Epoch 1868 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 3033.15 ms [2022-02-16 12:14:12 main:574] : INFO : Epoch 1869 | loss: 0.0311495 | val_loss: 0.0311735 | Time: 2952.89 ms [2022-02-16 12:14:15 main:574] : INFO : Epoch 1870 | loss: 0.0311498 | val_loss: 0.031173 | Time: 2920.64 ms [2022-02-16 12:14:18 main:574] : INFO : Epoch 1871 | loss: 0.0311506 | val_loss: 0.0311717 | Time: 2956.75 ms [2022-02-16 12:14:21 main:574] : INFO : Epoch 1872 | loss: 0.0311471 | val_loss: 0.0311702 | Time: 3022.72 ms [2022-02-16 12:14:24 main:574] : INFO : Epoch 1873 | loss: 0.0311479 | val_loss: 0.0311716 | Time: 2976.88 ms [2022-02-16 12:14:27 main:574] : INFO : Epoch 1874 | loss: 0.0311508 | val_loss: 0.0311725 | Time: 2964.13 ms [2022-02-16 12:14:30 main:574] : INFO : Epoch 1875 | loss: 0.0311504 | val_loss: 0.0311749 | Time: 3001.65 ms [2022-02-16 12:14:33 main:574] : INFO : Epoch 1876 | loss: 0.0311511 | val_loss: 0.031173 | Time: 3005.49 ms [2022-02-16 12:14:36 main:574] : INFO : Epoch 1877 | loss: 0.0311519 | val_loss: 0.0311728 | Time: 2998.96 ms [2022-02-16 12:14:39 main:574] : INFO : Epoch 1878 | loss: 0.0311502 | val_loss: 0.0311727 | Time: 2986.11 ms [2022-02-16 12:14:42 main:574] : INFO : Epoch 1879 | loss: 0.0311524 | val_loss: 0.0311742 | Time: 2971.95 ms [2022-02-16 12:14:45 main:574] : INFO : Epoch 1880 | loss: 0.0311513 | val_loss: 0.0311708 | Time: 2990.74 ms [2022-02-16 12:14:48 main:574] : INFO : Epoch 1881 | loss: 0.0311493 | val_loss: 0.0311706 | Time: 3004.04 ms [2022-02-16 12:14:51 main:574] : INFO : Epoch 1882 | loss: 0.0311498 | val_loss: 0.0311744 | Time: 2992.09 ms [2022-02-16 12:14:54 main:574] : INFO : Epoch 1883 | loss: 0.0311481 | val_loss: 0.0311695 | Time: 2989.41 ms [2022-02-16 12:14:57 main:574] : INFO : Epoch 1884 | loss: 0.0311485 | val_loss: 0.0311748 | Time: 3001.89 ms [2022-02-16 12:15:00 main:574] : INFO : Epoch 1885 | loss: 0.0311488 | val_loss: 0.0311745 | Time: 3003.02 ms [2022-02-16 12:15:03 main:574] : INFO : Epoch 1886 | loss: 0.0311476 | val_loss: 0.031171 | Time: 2965.01 ms [2022-02-16 12:15:06 main:574] : INFO : Epoch 1887 | loss: 0.0311469 | val_loss: 0.0311716 | Time: 2978.79 ms [2022-02-16 12:15:09 main:574] : INFO : Epoch 1888 | loss: 0.0311479 | val_loss: 0.0311758 | Time: 3027.47 ms [2022-02-16 12:15:12 main:574] : INFO : Epoch 1889 | loss: 0.0311499 | val_loss: 0.0311736 | Time: 3014.77 ms [2022-02-16 12:15:15 main:574] : INFO : Epoch 1890 | loss: 0.0311528 | val_loss: 0.0311769 | Time: 3021.97 ms [2022-02-16 12:15:18 main:574] : INFO : Epoch 1891 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 2993.98 ms [2022-02-16 12:15:21 main:574] : INFO : Epoch 1892 | loss: 0.0311585 | val_loss: 0.0311741 | Time: 2886.57 ms [2022-02-16 12:15:24 main:574] : INFO : Epoch 1893 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 2941.24 ms [2022-02-16 12:15:27 main:574] : INFO : Epoch 1894 | loss: 0.0311569 | val_loss: 0.0311738 | Time: 2983.56 ms [2022-02-16 12:15:30 main:574] : INFO : Epoch 1895 | loss: 0.0311551 | val_loss: 0.0311753 | Time: 2982.42 ms [2022-02-16 12:15:33 main:574] : INFO : Epoch 1896 | loss: 0.0311564 | val_loss: 0.0311774 | Time: 2977.31 ms [2022-02-16 12:15:36 main:574] : INFO : Epoch 1897 | loss: 0.0311555 | val_loss: 0.0311748 | Time: 2930.89 ms [2022-02-16 12:15:39 main:574] : INFO : Epoch 1898 | loss: 0.0311531 | val_loss: 0.0311718 | Time: 2970.13 ms [2022-02-16 12:15:42 main:574] : INFO : Epoch 1899 | loss: 0.0311539 | val_loss: 0.0311747 | Time: 3016.02 ms [2022-02-16 12:15:45 main:574] : INFO : Epoch 1900 | loss: 0.0311555 | val_loss: 0.0311721 | Time: 2978.07 ms [2022-02-16 12:15:48 main:574] : INFO : Epoch 1901 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 3000.06 ms [2022-02-16 12:15:51 main:574] : INFO : Epoch 1902 | loss: 0.0311508 | val_loss: 0.031173 | Time: 3129.67 ms [2022-02-16 12:15:54 main:574] : INFO : Epoch 1903 | loss: 0.0311501 | val_loss: 0.0311704 | Time: 3068.22 ms [2022-02-16 12:15:57 main:574] : INFO : Epoch 1904 | loss: 0.031149 | val_loss: 0.0311713 | Time: 2990.15 ms [2022-02-16 12:16:00 main:574] : INFO : Epoch 1905 | loss: 0.0311494 | val_loss: 0.0311723 | Time: 2980.51 ms [2022-02-16 12:16:03 main:574] : INFO : Epoch 1906 | loss: 0.0311475 | val_loss: 0.0311735 | Time: 2974.91 ms [2022-02-16 12:16:06 main:574] : INFO : Epoch 1907 | loss: 0.0311479 | val_loss: 0.0311695 | Time: 2988.99 ms [2022-02-16 12:16:09 main:574] : INFO : Epoch 1908 | loss: 0.0311488 | val_loss: 0.0311736 | Time: 2970.15 ms [2022-02-16 12:16:12 main:574] : INFO : Epoch 1909 | loss: 0.0311494 | val_loss: 0.0311786 | Time: 2491.69 ms [2022-02-16 12:16:14 main:574] : INFO : Epoch 1910 | loss: 0.0311499 | val_loss: 0.0311732 | Time: 2464.1 ms [2022-02-16 12:16:17 main:574] : INFO : Epoch 1911 | loss: 0.0311477 | val_loss: 0.0311735 | Time: 2484.41 ms [2022-02-16 12:16:19 main:574] : INFO : Epoch 1912 | loss: 0.0311519 | val_loss: 0.0311805 | Time: 2519.26 ms [2022-02-16 12:16:22 main:574] : INFO : Epoch 1913 | loss: 0.0311542 | val_loss: 0.031175 | Time: 2476.04 ms [2022-02-16 12:16:24 main:574] : INFO : Epoch 1914 | loss: 0.031149 | val_loss: 0.0311728 | Time: 2424.82 ms [2022-02-16 12:16:27 main:574] : INFO : Epoch 1915 | loss: 0.0311479 | val_loss: 0.0311717 | Time: 2496.86 ms [2022-02-16 12:16:29 main:574] : INFO : Epoch 1916 | loss: 0.0311502 | val_loss: 0.0311743 | Time: 2510.02 ms [2022-02-16 12:16:32 main:574] : INFO : Epoch 1917 | loss: 0.0311499 | val_loss: 0.031171 | Time: 2486.43 ms [2022-02-16 12:16:34 main:574] : INFO : Epoch 1918 | loss: 0.0311483 | val_loss: 0.0311727 | Time: 2496.38 ms [2022-02-16 12:16:36 main:574] : INFO : Epoch 1919 | loss: 0.0311473 | val_loss: 0.0311731 | Time: 2484.52 ms [2022-02-16 12:16:39 main:574] : INFO : Epoch 1920 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 2561.02 ms [2022-02-16 12:16:42 main:574] : INFO : Epoch 1921 | loss: 0.0311506 | val_loss: 0.0311721 | Time: 2444.39 ms [2022-02-16 12:16:44 main:574] : INFO : Epoch 1922 | loss: 0.0311489 | val_loss: 0.031169 | Time: 2514.47 ms [2022-02-16 12:16:47 main:574] : INFO : Epoch 1923 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 2531.45 ms [2022-02-16 12:16:49 main:574] : INFO : Epoch 1924 | loss: 0.0311474 | val_loss: 0.031169 | Time: 2479.71 ms [2022-02-16 12:16:52 main:574] : INFO : Epoch 1925 | loss: 0.0311476 | val_loss: 0.0311695 | Time: 2524 ms [2022-02-16 12:16:54 main:574] : INFO : Epoch 1926 | loss: 0.0311489 | val_loss: 0.0311679 | Time: 2480.45 ms [2022-02-16 12:16:57 main:574] : INFO : Epoch 1927 | loss: 0.0311478 | val_loss: 0.0311702 | Time: 2492.3 ms [2022-02-16 12:16:59 main:574] : INFO : Epoch 1928 | loss: 0.0311473 | val_loss: 0.0311689 | Time: 2519.63 ms [2022-02-16 12:17:02 main:574] : INFO : Epoch 1929 | loss: 0.0311478 | val_loss: 0.0311713 | Time: 2514.85 ms [2022-02-16 12:17:04 main:574] : INFO : Epoch 1930 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 2502.79 ms [2022-02-16 12:17:07 main:574] : INFO : Epoch 1931 | loss: 0.0311459 | val_loss: 0.031172 | Time: 2512.32 ms [2022-02-16 12:17:09 main:574] : INFO : Epoch 1932 | loss: 0.0311459 | val_loss: 0.0311698 | Time: 2502.03 ms [2022-02-16 12:17:12 main:574] : INFO : Epoch 1933 | loss: 0.0311456 | val_loss: 0.0311732 | Time: 2482.6 ms [2022-02-16 12:17:14 main:574] : INFO : Epoch 1934 | loss: 0.0311462 | val_loss: 0.0311761 | Time: 2508.74 ms [2022-02-16 12:17:17 main:574] : INFO : Epoch 1935 | loss: 0.0311451 | val_loss: 0.0311743 | Time: 2444.98 ms [2022-02-16 12:17:19 main:574] : INFO : Epoch 1936 | loss: 0.0311454 | val_loss: 0.0311747 | Time: 2467.49 ms [2022-02-16 12:17:22 main:574] : INFO : Epoch 1937 | loss: 0.0311438 | val_loss: 0.0311715 | Time: 2489.05 ms [2022-02-16 12:17:24 main:574] : INFO : Epoch 1938 | loss: 0.031146 | val_loss: 0.0311712 | Time: 2505.52 ms [2022-02-16 12:17:27 main:574] : INFO : Epoch 1939 | loss: 0.0311488 | val_loss: 0.0311707 | Time: 2472.86 ms [2022-02-16 12:17:29 main:574] : INFO : Epoch 1940 | loss: 0.0311455 | val_loss: 0.031175 | Time: 2485.98 ms [2022-02-16 12:17:32 main:574] : INFO : Epoch 1941 | loss: 0.0311468 | val_loss: 0.0311706 | Time: 2467.44 ms [2022-02-16 12:17:34 main:574] : INFO : Epoch 1942 | loss: 0.0311455 | val_loss: 0.0311703 | Time: 2476.63 ms [2022-02-16 12:17:36 main:574] : INFO : Epoch 1943 | loss: 0.031146 | val_loss: 0.0311711 | Time: 2485.67 ms [2022-02-16 12:17:39 main:574] : INFO : Epoch 1944 | loss: 0.0311476 | val_loss: 0.0311726 | Time: 2554.27 ms [2022-02-16 12:17:42 main:574] : INFO : Epoch 1945 | loss: 0.0311471 | val_loss: 0.0311743 | Time: 2499.91 ms [2022-02-16 12:17:44 main:574] : INFO : Epoch 1946 | loss: 0.0311477 | val_loss: 0.0311727 | Time: 2514.12 ms [2022-02-16 12:17:47 main:574] : INFO : Epoch 1947 | loss: 0.0311489 | val_loss: 0.0311714 | Time: 2551.6 ms [2022-02-16 12:17:49 main:574] : INFO : Epoch 1948 | loss: 0.0311471 | val_loss: 0.0311712 | Time: 2482.77 ms [2022-02-16 12:17:52 main:574] : INFO : Epoch 1949 | loss: 0.0311536 | val_loss: 0.0311722 | Time: 2488.31 ms [2022-02-16 12:17:54 main:574] : INFO : Epoch 1950 | loss: 0.0311535 | val_loss: 0.0311735 | Time: 2499.1 ms [2022-02-16 12:17:57 main:574] : INFO : Epoch 1951 | loss: 0.0311537 | val_loss: 0.031179 | Time: 2531.15 ms [2022-02-16 12:17:59 main:574] : INFO : Epoch 1952 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 2505.18 ms [2022-02-16 12:18:02 main:574] : INFO : Epoch 1953 | loss: 0.0311501 | val_loss: 0.0311709 | Time: 2513.11 ms [2022-02-16 12:18:04 main:574] : INFO : Epoch 1954 | loss: 0.0311516 | val_loss: 0.0311714 | Time: 2704.13 ms [2022-02-16 12:18:07 main:574] : INFO : Epoch 1955 | loss: 0.0311499 | val_loss: 0.0311764 | Time: 2460.54 ms [2022-02-16 12:18:09 main:574] : INFO : Epoch 1956 | loss: 0.031151 | val_loss: 0.0311763 | Time: 2459.25 ms [2022-02-16 12:18:12 main:574] : INFO : Epoch 1957 | loss: 0.0311545 | val_loss: 0.0311727 | Time: 2488.47 ms [2022-02-16 12:18:14 main:574] : INFO : Epoch 1958 | loss: 0.0311528 | val_loss: 0.0311715 | Time: 2488.84 ms [2022-02-16 12:18:17 main:574] : INFO : Epoch 1959 | loss: 0.0311533 | val_loss: 0.0311726 | Time: 2623.17 ms [2022-02-16 12:18:20 main:574] : INFO : Epoch 1960 | loss: 0.0311516 | val_loss: 0.0311723 | Time: 2665.81 ms [2022-02-16 12:18:22 main:574] : INFO : Epoch 1961 | loss: 0.0311504 | val_loss: 0.0311734 | Time: 2464.61 ms [2022-02-16 12:18:25 main:574] : INFO : Epoch 1962 | loss: 0.031149 | val_loss: 0.031176 | Time: 2494.07 ms [2022-02-16 12:18:27 main:574] : INFO : Epoch 1963 | loss: 0.0311527 | val_loss: 0.0311758 | Time: 2506.54 ms [2022-02-16 12:18:30 main:574] : INFO : Epoch 1964 | loss: 0.0311503 | val_loss: 0.03118 | Time: 2470.9 ms [2022-02-16 12:18:32 main:574] : INFO : Epoch 1965 | loss: 0.0311519 | val_loss: 0.0311715 | Time: 2546.99 ms [2022-02-16 12:18:35 main:574] : INFO : Epoch 1966 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 2507.84 ms [2022-02-16 12:18:37 main:574] : INFO : Epoch 1967 | loss: 0.0311512 | val_loss: 0.0311722 | Time: 2480.11 ms [2022-02-16 12:18:40 main:574] : INFO : Epoch 1968 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 2543.33 ms [2022-02-16 12:18:42 main:574] : INFO : Epoch 1969 | loss: 0.0311489 | val_loss: 0.031169 | Time: 2501.67 ms [2022-02-16 12:18:45 main:574] : INFO : Epoch 1970 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 2495.95 ms [2022-02-16 12:18:47 main:574] : INFO : Epoch 1971 | loss: 0.0311475 | val_loss: 0.0311692 | Time: 2492.94 ms [2022-02-16 12:18:50 main:574] : INFO : Epoch 1972 | loss: 0.0311468 | val_loss: 0.0311823 | Time: 2508.6 ms [2022-02-16 12:18:52 main:574] : INFO : Epoch 1973 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 2483.52 ms [2022-02-16 12:18:55 main:574] : INFO : Epoch 1974 | loss: 0.0311484 | val_loss: 0.0311705 | Time: 2465.28 ms [2022-02-16 12:18:57 main:574] : INFO : Epoch 1975 | loss: 0.0311465 | val_loss: 0.0311701 | Time: 2489.55 ms [2022-02-16 12:19:00 main:574] : INFO : Epoch 1976 | loss: 0.031147 | val_loss: 0.0311696 | Time: 2488.81 ms [2022-02-16 12:19:02 main:574] : INFO : Epoch 1977 | loss: 0.0311467 | val_loss: 0.0311698 | Time: 2472.66 ms [2022-02-16 12:19:05 main:574] : INFO : Epoch 1978 | loss: 0.0311466 | val_loss: 0.0311696 | Time: 2490.81 ms [2022-02-16 12:19:07 main:574] : INFO : Epoch 1979 | loss: 0.0311459 | val_loss: 0.0311711 | Time: 2469.82 ms [2022-02-16 12:19:10 main:574] : INFO : Epoch 1980 | loss: 0.0311473 | val_loss: 0.0311724 | Time: 2483.04 ms [2022-02-16 12:19:12 main:574] : INFO : Epoch 1981 | loss: 0.0311501 | val_loss: 0.0311698 | Time: 2548.43 ms [2022-02-16 12:19:15 main:574] : INFO : Epoch 1982 | loss: 0.0311479 | val_loss: 0.0311671 | Time: 2477.33 ms [2022-02-16 12:19:17 main:574] : INFO : Epoch 1983 | loss: 0.0311456 | val_loss: 0.0311691 | Time: 2464.61 ms [2022-02-16 12:19:19 main:574] : INFO : Epoch 1984 | loss: 0.0311451 | val_loss: 0.0311694 | Time: 2459.15 ms [2022-02-16 12:19:22 main:574] : INFO : Epoch 1985 | loss: 0.0311472 | val_loss: 0.0311694 | Time: 2513.54 ms [2022-02-16 12:19:25 main:574] : INFO : Epoch 1986 | loss: 0.0311456 | val_loss: 0.0311699 | Time: 2505.18 ms [2022-02-16 12:19:27 main:574] : INFO : Epoch 1987 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 2515.98 ms [2022-02-16 12:19:30 main:574] : INFO : Epoch 1988 | loss: 0.0311496 | val_loss: 0.0311748 | Time: 2509.4 ms [2022-02-16 12:19:32 main:574] : INFO : Epoch 1989 | loss: 0.0311511 | val_loss: 0.0311664 | Time: 2459.88 ms [2022-02-16 12:19:35 main:574] : INFO : Epoch 1990 | loss: 0.0311517 | val_loss: 0.0311725 | Time: 2520.84 ms [2022-02-16 12:19:37 main:574] : INFO : Epoch 1991 | loss: 0.0311501 | val_loss: 0.0311728 | Time: 2475.5 ms [2022-02-16 12:19:40 main:574] : INFO : Epoch 1992 | loss: 0.0311498 | val_loss: 0.031174 | Time: 2472.06 ms [2022-02-16 12:19:42 main:574] : INFO : Epoch 1993 | loss: 0.0311542 | val_loss: 0.0311732 | Time: 2491.6 ms [2022-02-16 12:19:44 main:574] : INFO : Epoch 1994 | loss: 0.0311544 | val_loss: 0.0311732 | Time: 2484.43 ms [2022-02-16 12:19:47 main:574] : INFO : Epoch 1995 | loss: 0.0311582 | val_loss: 0.0311744 | Time: 2467.94 ms [2022-02-16 12:19:49 main:574] : INFO : Epoch 1996 | loss: 0.0311556 | val_loss: 0.0311737 | Time: 2496.45 ms [2022-02-16 12:19:52 main:574] : INFO : Epoch 1997 | loss: 0.0311567 | val_loss: 0.0311794 | Time: 2467.33 ms [2022-02-16 12:19:54 main:574] : INFO : Epoch 1998 | loss: 0.0311553 | val_loss: 0.031175 | Time: 2497.85 ms [2022-02-16 12:19:57 main:574] : INFO : Epoch 1999 | loss: 0.0311534 | val_loss: 0.0311701 | Time: 2487.88 ms [2022-02-16 12:19:59 main:574] : INFO : Epoch 2000 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 2473.64 ms [2022-02-16 12:20:02 main:574] : INFO : Epoch 2001 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 2518.99 ms [2022-02-16 12:20:04 main:574] : INFO : Epoch 2002 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 2482.41 ms [2022-02-16 12:20:07 main:574] : INFO : Epoch 2003 | loss: 0.0311574 | val_loss: 0.0311681 | Time: 2531.63 ms [2022-02-16 12:20:10 main:574] : INFO : Epoch 2004 | loss: 0.031159 | val_loss: 0.0311759 | Time: 2609.84 ms [2022-02-16 12:20:12 main:574] : INFO : Epoch 2005 | loss: 0.0311715 | val_loss: 0.0311897 | Time: 2501.44 ms [2022-02-16 12:20:15 main:574] : INFO : Epoch 2006 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 2520.41 ms [2022-02-16 12:20:17 main:574] : INFO : Epoch 2007 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 2532.67 ms [2022-02-16 12:20:20 main:574] : INFO : Epoch 2008 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 2474.19 ms [2022-02-16 12:20:22 main:574] : INFO : Epoch 2009 | loss: 0.0311705 | val_loss: 0.0311862 | Time: 2521.33 ms [2022-02-16 12:20:25 main:574] : INFO : Epoch 2010 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 2517.75 ms [2022-02-16 12:20:27 main:574] : INFO : Epoch 2011 | loss: 0.0311665 | val_loss: 0.0311787 | Time: 2516.06 ms [2022-02-16 12:20:30 main:574] : INFO : Epoch 2012 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 2472.68 ms [2022-02-16 12:20:32 main:574] : INFO : Epoch 2013 | loss: 0.0311633 | val_loss: 0.0311728 | Time: 2488.21 ms [2022-02-16 12:20:35 main:574] : INFO : Epoch 2014 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 2489.69 ms [2022-02-16 12:20:37 main:574] : INFO : Epoch 2015 | loss: 0.0311616 | val_loss: 0.0311749 | Time: 2476.6 ms [2022-02-16 12:20:40 main:574] : INFO : Epoch 2016 | loss: 0.0311617 | val_loss: 0.0311754 | Time: 2470.61 ms [2022-02-16 12:20:42 main:574] : INFO : Epoch 2017 | loss: 0.0311616 | val_loss: 0.031176 | Time: 2469.63 ms [2022-02-16 12:20:45 main:574] : INFO : Epoch 2018 | loss: 0.0311617 | val_loss: 0.0311736 | Time: 2456.86 ms [2022-02-16 12:20:47 main:574] : INFO : Epoch 2019 | loss: 0.0311601 | val_loss: 0.0311718 | Time: 2463.16 ms [2022-02-16 12:20:50 main:574] : INFO : Epoch 2020 | loss: 0.0311615 | val_loss: 0.0311719 | Time: 2505.13 ms [2022-02-16 12:20:52 main:574] : INFO : Epoch 2021 | loss: 0.031161 | val_loss: 0.0311757 | Time: 2479.55 ms [2022-02-16 12:20:55 main:574] : INFO : Epoch 2022 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 2501.28 ms [2022-02-16 12:20:57 main:574] : INFO : Epoch 2023 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 2611.51 ms [2022-02-16 12:21:00 main:574] : INFO : Epoch 2024 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 2551.59 ms [2022-02-16 12:21:02 main:574] : INFO : Epoch 2025 | loss: 0.031162 | val_loss: 0.0311749 | Time: 2533.52 ms [2022-02-16 12:21:05 main:574] : INFO : Epoch 2026 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 2486.99 ms [2022-02-16 12:21:07 main:574] : INFO : Epoch 2027 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 2728.45 ms [2022-02-16 12:21:10 main:574] : INFO : Epoch 2028 | loss: 0.03116 | val_loss: 0.0311748 | Time: 2715.93 ms [2022-02-16 12:21:13 main:574] : INFO : Epoch 2029 | loss: 0.0311587 | val_loss: 0.0311727 | Time: 2509.09 ms [2022-02-16 12:21:15 main:574] : INFO : Epoch 2030 | loss: 0.0311594 | val_loss: 0.0311755 | Time: 2530.25 ms [2022-02-16 12:21:18 main:574] : INFO : Epoch 2031 | loss: 0.0311588 | val_loss: 0.031176 | Time: 2469.66 ms [2022-02-16 12:21:20 main:574] : INFO : Epoch 2032 | loss: 0.0311593 | val_loss: 0.0311714 | Time: 2511.29 ms [2022-02-16 12:21:23 main:574] : INFO : Epoch 2033 | loss: 0.0311619 | val_loss: 0.0311746 | Time: 2465.89 ms [2022-02-16 12:21:25 main:574] : INFO : Epoch 2034 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 2465.37 ms [2022-02-16 12:21:28 main:574] : INFO : Epoch 2035 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 2476.82 ms [2022-02-16 12:21:30 main:574] : INFO : Epoch 2036 | loss: 0.0311558 | val_loss: 0.0311724 | Time: 2478.43 ms [2022-02-16 12:21:33 main:574] : INFO : Epoch 2037 | loss: 0.0311583 | val_loss: 0.031172 | Time: 2501.86 ms [2022-02-16 12:21:35 main:574] : INFO : Epoch 2038 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 2505.45 ms [2022-02-16 12:21:38 main:574] : INFO : Epoch 2039 | loss: 0.0311643 | val_loss: 0.0311835 | Time: 2449.52 ms [2022-02-16 12:21:40 main:574] : INFO : Epoch 2040 | loss: 0.031161 | val_loss: 0.031176 | Time: 2466.7 ms [2022-02-16 12:21:43 main:574] : INFO : Epoch 2041 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 2461.37 ms [2022-02-16 12:21:45 main:574] : INFO : Epoch 2042 | loss: 0.0311542 | val_loss: 0.031174 | Time: 2484.75 ms [2022-02-16 12:21:48 main:574] : INFO : Epoch 2043 | loss: 0.0311561 | val_loss: 0.0311748 | Time: 2502.87 ms [2022-02-16 12:21:50 main:574] : INFO : Epoch 2044 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 2451.24 ms [2022-02-16 12:21:52 main:574] : INFO : Epoch 2045 | loss: 0.0311544 | val_loss: 0.0311733 | Time: 2488.31 ms [2022-02-16 12:21:55 main:574] : INFO : Epoch 2046 | loss: 0.0311538 | val_loss: 0.031174 | Time: 2500.09 ms [2022-02-16 12:21:57 main:574] : INFO : Epoch 2047 | loss: 0.0311541 | val_loss: 0.0311751 | Time: 2466.83 ms [2022-02-16 12:22:00 main:574] : INFO : Epoch 2048 | loss: 0.0311546 | val_loss: 0.0311789 | Time: 2563.24 ms [2022-02-16 12:22:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311789 [2022-02-16 12:22:00 main:603] : INFO : Saving end state to config to file [2022-02-16 12:22:00 main:608] : INFO : Success, exiting.. 12:22:00 (11636): 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)