Task 8068590
| Name | ParityModified-1631735184-32382-3_1 |
| Workunit | 5414479 |
| Created | 14 Oct 2021, 9:46:51 UTC |
| Sent | 14 Oct 2021, 11:43:03 UTC |
| Report deadline | 21 Oct 2021, 11:43:03 UTC |
| Received | 14 Oct 2021, 15:18:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 49 min 11 sec |
| CPU time | 1 hours 42 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311668 | val_loss: 0.0311648 | Time: 3257.26 ms [2021-10-14 15:02:54 main:574] : INFO : Epoch 1543 | loss: 0.0311676 | val_loss: 0.0311651 | Time: 3189.28 ms [2021-10-14 15:02:57 main:574] : INFO : Epoch 1544 | loss: 0.0311669 | val_loss: 0.0311649 | Time: 3143.35 ms [2021-10-14 15:03:01 main:574] : INFO : Epoch 1545 | loss: 0.0311666 | val_loss: 0.0311654 | Time: 3323.38 ms [2021-10-14 15:03:04 main:574] : INFO : Epoch 1546 | loss: 0.0311671 | val_loss: 0.0311675 | Time: 3268.61 ms [2021-10-14 15:03:07 main:574] : INFO : Epoch 1547 | loss: 0.0311675 | val_loss: 0.0311657 | Time: 3105.82 ms [2021-10-14 15:03:10 main:574] : INFO : Epoch 1548 | loss: 0.0311669 | val_loss: 0.0311648 | Time: 3263.29 ms [2021-10-14 15:03:13 main:574] : INFO : Epoch 1549 | loss: 0.0311668 | val_loss: 0.0311653 | Time: 3229.13 ms [2021-10-14 15:03:17 main:574] : INFO : Epoch 1550 | loss: 0.0311674 | val_loss: 0.031165 | Time: 3234.01 ms [2021-10-14 15:03:20 main:574] : INFO : Epoch 1551 | loss: 0.0311671 | val_loss: 0.0311663 | Time: 3235.93 ms [2021-10-14 15:03:23 main:574] : INFO : Epoch 1552 | loss: 0.0311694 | val_loss: 0.0311658 | Time: 3341.64 ms [2021-10-14 15:03:27 main:574] : INFO : Epoch 1553 | loss: 0.0311671 | val_loss: 0.031165 | Time: 3238.69 ms [2021-10-14 15:03:30 main:574] : INFO : Epoch 1554 | loss: 0.0311672 | val_loss: 0.0311649 | Time: 3105.34 ms [2021-10-14 15:03:33 main:574] : INFO : Epoch 1555 | loss: 0.0311669 | val_loss: 0.0311652 | Time: 3317.46 ms [2021-10-14 15:03:36 main:574] : INFO : Epoch 1556 | loss: 0.0311669 | val_loss: 0.0311651 | Time: 3456.52 ms [2021-10-14 15:03:40 main:574] : INFO : Epoch 1557 | loss: 0.0311668 | val_loss: 0.0311651 | Time: 3154.46 ms [2021-10-14 15:03:43 main:574] : INFO : Epoch 1558 | loss: 0.0311669 | val_loss: 0.0311655 | Time: 3370.72 ms [2021-10-14 15:03:46 main:574] : INFO : Epoch 1559 | loss: 0.0311673 | val_loss: 0.0311655 | Time: 3300.26 ms [2021-10-14 15:03:50 main:574] : INFO : Epoch 1560 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 3224.37 ms [2021-10-14 15:03:53 main:574] : INFO : Epoch 1561 | loss: 0.0311697 | val_loss: 0.0311648 | Time: 3268 ms [2021-10-14 15:03:56 main:574] : INFO : Epoch 1562 | loss: 0.0311672 | val_loss: 0.0311655 | Time: 3403.26 ms [2021-10-14 15:03:59 main:574] : INFO : Epoch 1563 | loss: 0.0311669 | val_loss: 0.0311649 | Time: 3211.87 ms [2021-10-14 15:04:03 main:574] : INFO : Epoch 1564 | loss: 0.0311671 | val_loss: 0.0311657 | Time: 3190.12 ms [2021-10-14 15:04:06 main:574] : INFO : Epoch 1565 | loss: 0.0311671 | val_loss: 0.031165 | Time: 3254.94 ms [2021-10-14 15:04:09 main:574] : INFO : Epoch 1566 | loss: 0.0311669 | val_loss: 0.0311648 | Time: 3302.35 ms [2021-10-14 15:04:12 main:574] : INFO : Epoch 1567 | loss: 0.0311668 | val_loss: 0.0311662 | Time: 3155.87 ms [2021-10-14 15:04:16 main:574] : INFO : Epoch 1568 | loss: 0.0311671 | val_loss: 0.0311649 | Time: 3344.71 ms [2021-10-14 15:04:19 main:574] : INFO : Epoch 1569 | loss: 0.0311671 | val_loss: 0.0311659 | Time: 3430.42 ms [2021-10-14 15:04:22 main:574] : INFO : Epoch 1570 | loss: 0.0311684 | val_loss: 0.0311649 | Time: 3106.96 ms [2021-10-14 15:04:26 main:574] : INFO : Epoch 1571 | loss: 0.0311671 | val_loss: 0.0311648 | Time: 3231.36 ms [2021-10-14 15:04:29 main:574] : INFO : Epoch 1572 | loss: 0.0311663 | val_loss: 0.0311671 | Time: 3342.83 ms [2021-10-14 15:04:32 main:574] : INFO : Epoch 1573 | loss: 0.0311679 | val_loss: 0.0311663 | Time: 3265.47 ms [2021-10-14 15:04:36 main:574] : INFO : Epoch 1574 | loss: 0.031168 | val_loss: 0.0311659 | Time: 3451.19 ms [2021-10-14 15:04:39 main:574] : INFO : Epoch 1575 | loss: 0.0311676 | val_loss: 0.0311656 | Time: 3231.85 ms [2021-10-14 15:04:42 main:574] : INFO : Epoch 1576 | loss: 0.0311679 | val_loss: 0.0311651 | Time: 3203.06 ms [2021-10-14 15:04:45 main:574] : INFO : Epoch 1577 | loss: 0.0311685 | val_loss: 0.0311682 | Time: 3072.28 ms [2021-10-14 15:04:49 main:574] : INFO : Epoch 1578 | loss: 0.031168 | val_loss: 0.0311649 | Time: 3397.47 ms [2021-10-14 15:04:52 main:574] : INFO : Epoch 1579 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 3315.67 ms [2021-10-14 15:04:55 main:574] : INFO : Epoch 1580 | loss: 0.031167 | val_loss: 0.031165 | Time: 3078.78 ms [2021-10-14 15:04:58 main:574] : INFO : Epoch 1581 | loss: 0.0311667 | val_loss: 0.0311678 | Time: 3331.47 ms [2021-10-14 15:05:02 main:574] : INFO : Epoch 1582 | loss: 0.0311677 | val_loss: 0.0311649 | Time: 3488.31 ms [2021-10-14 15:05:05 main:574] : INFO : Epoch 1583 | loss: 0.0311665 | val_loss: 0.0311654 | Time: 3114.09 ms [2021-10-14 15:05:08 main:574] : INFO : Epoch 1584 | loss: 0.031167 | val_loss: 0.0311694 | Time: 3361.93 ms [2021-10-14 15:05:12 main:574] : INFO : Epoch 1585 | loss: 0.0311708 | val_loss: 0.0311655 | Time: 3506.07 ms [2021-10-14 15:05:15 main:574] : INFO : Epoch 1586 | loss: 0.0311667 | val_loss: 0.0311659 | Time: 3102.76 ms [2021-10-14 15:05:18 main:574] : INFO : Epoch 1587 | loss: 0.0311677 | val_loss: 0.031167 | Time: 3232.99 ms [2021-10-14 15:05:22 main:574] : INFO : Epoch 1588 | loss: 0.031168 | val_loss: 0.0311658 | Time: 3395.89 ms [2021-10-14 15:05:25 main:574] : INFO : Epoch 1589 | loss: 0.0311674 | val_loss: 0.0311659 | Time: 3279.29 ms [2021-10-14 15:05:28 main:574] : INFO : Epoch 1590 | loss: 0.0311667 | val_loss: 0.0311649 | Time: 3298.68 ms [2021-10-14 15:05:32 main:574] : INFO : Epoch 1591 | loss: 0.0311674 | val_loss: 0.031165 | Time: 3288.04 ms [2021-10-14 15:05:35 main:574] : INFO : Epoch 1592 | loss: 0.031167 | val_loss: 0.0311649 | Time: 3276.45 ms [2021-10-14 15:05:38 main:574] : INFO : Epoch 1593 | loss: 0.0311671 | val_loss: 0.0311661 | Time: 3250.45 ms [2021-10-14 15:05:42 main:574] : INFO : Epoch 1594 | loss: 0.0311681 | val_loss: 0.0311654 | Time: 3337.89 ms [2021-10-14 15:05:45 main:574] : INFO : Epoch 1595 | loss: 0.0311668 | val_loss: 0.0311649 | Time: 3315.78 ms [2021-10-14 15:05:48 main:574] : INFO : Epoch 1596 | loss: 0.0311668 | val_loss: 0.031166 | Time: 3174.57 ms [2021-10-14 15:05:51 main:574] : INFO : Epoch 1597 | loss: 0.0311682 | val_loss: 0.0311681 | Time: 3321.51 ms [2021-10-14 15:05:55 main:574] : INFO : Epoch 1598 | loss: 0.031168 | val_loss: 0.0311663 | Time: 3246.49 ms [2021-10-14 15:05:58 main:574] : INFO : Epoch 1599 | loss: 0.0311673 | val_loss: 0.0311675 | Time: 3155.92 ms [2021-10-14 15:06:01 main:574] : INFO : Epoch 1600 | loss: 0.0311689 | val_loss: 0.0311679 | Time: 3318.11 ms [2021-10-14 15:06:04 main:574] : INFO : Epoch 1601 | loss: 0.0311673 | val_loss: 0.0311651 | Time: 3276.36 ms [2021-10-14 15:06:08 main:574] : INFO : Epoch 1602 | loss: 0.0311692 | val_loss: 0.0311664 | Time: 3177.8 ms [2021-10-14 15:06:11 main:574] : INFO : Epoch 1603 | loss: 0.0311679 | val_loss: 0.0311654 | Time: 3140.91 ms [2021-10-14 15:06:14 main:574] : INFO : Epoch 1604 | loss: 0.0311672 | val_loss: 0.0311652 | Time: 3379.29 ms [2021-10-14 15:06:18 main:574] : INFO : Epoch 1605 | loss: 0.0311667 | val_loss: 0.0311653 | Time: 3378.73 ms [2021-10-14 15:06:21 main:574] : INFO : Epoch 1606 | loss: 0.0311673 | val_loss: 0.0311649 | Time: 3110.69 ms [2021-10-14 15:06:24 main:574] : INFO : Epoch 1607 | loss: 0.0311674 | val_loss: 0.0311651 | Time: 3351.67 ms [2021-10-14 15:06:27 main:574] : INFO : Epoch 1608 | loss: 0.0311696 | val_loss: 0.0311689 | Time: 3278.47 ms [2021-10-14 15:06:30 main:574] : INFO : Epoch 1609 | loss: 0.0311683 | val_loss: 0.031166 | Time: 3099.78 ms [2021-10-14 15:06:34 main:574] : INFO : Epoch 1610 | loss: 0.0311674 | val_loss: 0.0311649 | Time: 3290.31 ms [2021-10-14 15:06:37 main:574] : INFO : Epoch 1611 | loss: 0.0311669 | val_loss: 0.0311648 | Time: 3415.97 ms [2021-10-14 15:06:40 main:574] : INFO : Epoch 1612 | loss: 0.0311669 | val_loss: 0.0311654 | Time: 3221.55 ms [2021-10-14 15:06:44 main:574] : INFO : Epoch 1613 | loss: 0.0311667 | val_loss: 0.0311648 | Time: 3294.21 ms [2021-10-14 15:06:47 main:574] : INFO : Epoch 1614 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 3485.59 ms [2021-10-14 15:06:50 main:574] : INFO : Epoch 1615 | loss: 0.0311672 | val_loss: 0.031165 | Time: 3242.8 ms [2021-10-14 15:06:54 main:574] : INFO : Epoch 1616 | loss: 0.0311672 | val_loss: 0.0311653 | Time: 3159.12 ms [2021-10-14 15:06:57 main:574] : INFO : Epoch 1617 | loss: 0.0311666 | val_loss: 0.0311652 | Time: 3302.23 ms [2021-10-14 15:07:00 main:574] : INFO : Epoch 1618 | loss: 0.0311667 | val_loss: 0.0311649 | Time: 3243.05 ms [2021-10-14 15:07:03 main:574] : INFO : Epoch 1619 | loss: 0.0311668 | val_loss: 0.031166 | Time: 3130.17 ms [2021-10-14 15:07:07 main:574] : INFO : Epoch 1620 | loss: 0.0311674 | val_loss: 0.0311654 | Time: 3250.58 ms [2021-10-14 15:07:10 main:574] : INFO : Epoch 1621 | loss: 0.0311675 | val_loss: 0.0311653 | Time: 3472.16 ms [2021-10-14 15:07:13 main:574] : INFO : Epoch 1622 | loss: 0.0311671 | val_loss: 0.0311649 | Time: 3153.86 ms [2021-10-14 15:07:17 main:574] : INFO : Epoch 1623 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 3336.82 ms [2021-10-14 15:07:20 main:574] : INFO : Epoch 1624 | loss: 0.0311677 | val_loss: 0.031165 | Time: 3317.38 ms [2021-10-14 15:07:23 main:574] : INFO : Epoch 1625 | loss: 0.0311667 | val_loss: 0.0311674 | Time: 3263.41 ms [2021-10-14 15:07:26 main:574] : INFO : Epoch 1626 | loss: 0.0311677 | val_loss: 0.0311658 | Time: 3209 ms [2021-10-14 15:07:30 main:574] : INFO : Epoch 1627 | loss: 0.0311667 | val_loss: 0.0311651 | Time: 3306.84 ms [2021-10-14 15:07:33 main:574] : INFO : Epoch 1628 | loss: 0.0311668 | val_loss: 0.0311658 | Time: 3370.81 ms [2021-10-14 15:07:36 main:574] : INFO : Epoch 1629 | loss: 0.0311667 | val_loss: 0.0311665 | Time: 3166.5 ms [2021-10-14 15:07:40 main:574] : INFO : Epoch 1630 | loss: 0.0311677 | val_loss: 0.0311649 | Time: 3245.74 ms [2021-10-14 15:07:43 main:574] : INFO : Epoch 1631 | loss: 0.0311686 | val_loss: 0.0311765 | Time: 3315.17 ms [2021-10-14 15:07:46 main:574] : INFO : Epoch 1632 | loss: 0.0311695 | val_loss: 0.0311651 | Time: 3059.49 ms [2021-10-14 15:07:49 main:574] : INFO : Epoch 1633 | loss: 0.031167 | val_loss: 0.0311664 | Time: 3226.86 ms [2021-10-14 15:07:53 main:574] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.0311651 | Time: 3309.89 ms [2021-10-14 15:07:56 main:574] : INFO : Epoch 1635 | loss: 0.0311669 | val_loss: 0.0311654 | Time: 3204.88 ms [2021-10-14 15:07:59 main:574] : INFO : Epoch 1636 | loss: 0.0311665 | val_loss: 0.0311663 | Time: 3233.66 ms [2021-10-14 15:08:02 main:574] : INFO : Epoch 1637 | loss: 0.0311671 | val_loss: 0.0311651 | Time: 3416.5 ms [2021-10-14 15:08:06 main:574] : INFO : Epoch 1638 | loss: 0.0311673 | val_loss: 0.0311648 | Time: 3331.64 ms [2021-10-14 15:08:09 main:574] : INFO : Epoch 1639 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 3258.51 ms [2021-10-14 15:08:12 main:574] : INFO : Epoch 1640 | loss: 0.0311677 | val_loss: 0.0311649 | Time: 3317.99 ms [2021-10-14 15:08:16 main:574] : INFO : Epoch 1641 | loss: 0.0311666 | val_loss: 0.0311655 | Time: 3236.98 ms [2021-10-14 15:08:19 main:574] : INFO : Epoch 1642 | loss: 0.0311675 | val_loss: 0.0311676 | Time: 3105.33 ms [2021-10-14 15:08:22 main:574] : INFO : Epoch 1643 | loss: 0.0311678 | val_loss: 0.0311675 | Time: 3332.18 ms [2021-10-14 15:08:26 main:574] : INFO : Epoch 1644 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 3541.27 ms [2021-10-14 15:08:29 main:574] : INFO : Epoch 1645 | loss: 0.0311672 | val_loss: 0.0311657 | Time: 3128.97 ms [2021-10-14 15:08:32 main:574] : INFO : Epoch 1646 | loss: 0.0311678 | val_loss: 0.0311651 | Time: 3530.77 ms [2021-10-14 15:08:36 main:574] : INFO : Epoch 1647 | loss: 0.0311671 | val_loss: 0.0311649 | Time: 3392.98 ms [2021-10-14 15:08:39 main:574] : INFO : Epoch 1648 | loss: 0.0311666 | val_loss: 0.0311655 | Time: 3103.32 ms [2021-10-14 15:08:42 main:574] : INFO : Epoch 1649 | loss: 0.0311668 | val_loss: 0.0311668 | Time: 3406.16 ms [2021-10-14 15:08:45 main:574] : INFO : Epoch 1650 | loss: 0.031168 | val_loss: 0.031165 | Time: 3241.25 ms [2021-10-14 15:08:49 main:574] : INFO : Epoch 1651 | loss: 0.0311667 | val_loss: 0.0311649 | Time: 3124.55 ms [2021-10-14 15:08:52 main:574] : INFO : Epoch 1652 | loss: 0.0311665 | val_loss: 0.0311648 | Time: 3191.24 ms [2021-10-14 15:08:55 main:574] : INFO : Epoch 1653 | loss: 0.031167 | val_loss: 0.0311662 | Time: 3233.47 ms [2021-10-14 15:08:58 main:574] : INFO : Epoch 1654 | loss: 0.0311676 | val_loss: 0.0311649 | Time: 3334.37 ms [2021-10-14 15:09:02 main:574] : INFO : Epoch 1655 | loss: 0.031167 | val_loss: 0.0311652 | Time: 3171.03 ms [2021-10-14 15:09:05 main:574] : INFO : Epoch 1656 | loss: 0.0311667 | val_loss: 0.0311648 | Time: 3380.05 ms [2021-10-14 15:09:08 main:574] : INFO : Epoch 1657 | loss: 0.0311671 | val_loss: 0.031165 | Time: 3370.92 ms [2021-10-14 15:09:11 main:574] : INFO : Epoch 1658 | loss: 0.0311673 | val_loss: 0.0311677 | Time: 3132.19 ms [2021-10-14 15:09:15 main:574] : INFO : Epoch 1659 | loss: 0.0311677 | val_loss: 0.0311662 | Time: 3324.65 ms [2021-10-14 15:09:18 main:574] : INFO : Epoch 1660 | loss: 0.0311671 | val_loss: 0.0311662 | Time: 3312.07 ms [2021-10-14 15:09:21 main:574] : INFO : Epoch 1661 | loss: 0.0311678 | val_loss: 0.0311664 | Time: 3159.69 ms [2021-10-14 15:09:25 main:574] : INFO : Epoch 1662 | loss: 0.0311679 | val_loss: 0.0311653 | Time: 3179.56 ms [2021-10-14 15:09:28 main:574] : INFO : Epoch 1663 | loss: 0.031167 | val_loss: 0.0311655 | Time: 3235.12 ms [2021-10-14 15:09:31 main:574] : INFO : Epoch 1664 | loss: 0.0311671 | val_loss: 0.031165 | Time: 3319.74 ms [2021-10-14 15:09:34 main:574] : INFO : Epoch 1665 | loss: 0.0311674 | val_loss: 0.0311652 | Time: 3140.45 ms [2021-10-14 15:09:38 main:574] : INFO : Epoch 1666 | loss: 0.0311683 | val_loss: 0.0311683 | Time: 3414.14 ms [2021-10-14 15:09:41 main:574] : INFO : Epoch 1667 | loss: 0.0311696 | val_loss: 0.0311654 | Time: 3376.87 ms [2021-10-14 15:09:44 main:574] : INFO : Epoch 1668 | loss: 0.0311677 | val_loss: 0.0311673 | Time: 3106.39 ms [2021-10-14 15:09:47 main:574] : INFO : Epoch 1669 | loss: 0.0311688 | val_loss: 0.0311675 | Time: 3210.89 ms [2021-10-14 15:09:51 main:574] : INFO : Epoch 1670 | loss: 0.0311708 | val_loss: 0.0311672 | Time: 3321.93 ms [2021-10-14 15:09:54 main:574] : INFO : Epoch 1671 | loss: 0.0311744 | val_loss: 0.0311723 | Time: 3168.43 ms [2021-10-14 15:09:57 main:574] : INFO : Epoch 1672 | loss: 0.0311704 | val_loss: 0.0311667 | Time: 3256.99 ms [2021-10-14 15:10:00 main:574] : INFO : Epoch 1673 | loss: 0.0311677 | val_loss: 0.031165 | Time: 3295.03 ms [2021-10-14 15:10:04 main:574] : INFO : Epoch 1674 | loss: 0.0311677 | val_loss: 0.0311668 | Time: 3338.25 ms [2021-10-14 15:10:07 main:574] : INFO : Epoch 1675 | loss: 0.0311711 | val_loss: 0.03117 | Time: 3118.96 ms [2021-10-14 15:10:10 main:574] : INFO : Epoch 1676 | loss: 0.0311689 | val_loss: 0.0311658 | Time: 3360.27 ms [2021-10-14 15:10:14 main:574] : INFO : Epoch 1677 | loss: 0.031167 | val_loss: 0.0311651 | Time: 3392.35 ms [2021-10-14 15:10:17 main:574] : INFO : Epoch 1678 | loss: 0.031167 | val_loss: 0.0311653 | Time: 3166.14 ms [2021-10-14 15:10:20 main:574] : INFO : Epoch 1679 | loss: 0.0311676 | val_loss: 0.0311652 | Time: 3288.06 ms [2021-10-14 15:10:24 main:574] : INFO : Epoch 1680 | loss: 0.0311672 | val_loss: 0.0311652 | Time: 3589.49 ms [2021-10-14 15:10:27 main:574] : INFO : Epoch 1681 | loss: 0.0311675 | val_loss: 0.0311648 | Time: 3239.68 ms [2021-10-14 15:10:31 main:574] : INFO : Epoch 1682 | loss: 0.0311672 | val_loss: 0.0311656 | Time: 3453.2 ms [2021-10-14 15:10:34 main:574] : INFO : Epoch 1683 | loss: 0.0311669 | val_loss: 0.0311653 | Time: 3394.51 ms [2021-10-14 15:10:37 main:574] : INFO : Epoch 1684 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 3133.52 ms [2021-10-14 15:10:40 main:574] : INFO : Epoch 1685 | loss: 0.0311671 | val_loss: 0.0311672 | Time: 3194.12 ms [2021-10-14 15:10:44 main:574] : INFO : Epoch 1686 | loss: 0.0311673 | val_loss: 0.0311654 | Time: 3419.73 ms [2021-10-14 15:10:47 main:574] : INFO : Epoch 1687 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 3177.34 ms [2021-10-14 15:10:50 main:574] : INFO : Epoch 1688 | loss: 0.0311691 | val_loss: 0.031165 | Time: 3259.7 ms [2021-10-14 15:10:54 main:574] : INFO : Epoch 1689 | loss: 0.0311674 | val_loss: 0.0311692 | Time: 3319.86 ms [2021-10-14 15:10:57 main:574] : INFO : Epoch 1690 | loss: 0.0311675 | val_loss: 0.0311656 | Time: 3299.77 ms [2021-10-14 15:11:00 main:574] : INFO : Epoch 1691 | loss: 0.0311671 | val_loss: 0.0311662 | Time: 3158.92 ms [2021-10-14 15:11:04 main:574] : INFO : Epoch 1692 | loss: 0.0311672 | val_loss: 0.0311653 | Time: 3502.05 ms [2021-10-14 15:11:07 main:574] : INFO : Epoch 1693 | loss: 0.031167 | val_loss: 0.0311695 | Time: 3251.96 ms [2021-10-14 15:11:10 main:574] : INFO : Epoch 1694 | loss: 0.031169 | val_loss: 0.0311656 | Time: 3117.22 ms [2021-10-14 15:11:13 main:574] : INFO : Epoch 1695 | loss: 0.0311673 | val_loss: 0.0311662 | Time: 3297.09 ms [2021-10-14 15:11:17 main:574] : INFO : Epoch 1696 | loss: 0.031167 | val_loss: 0.0311649 | Time: 3557.77 ms [2021-10-14 15:11:20 main:574] : INFO : Epoch 1697 | loss: 0.0311667 | val_loss: 0.031165 | Time: 3131.12 ms [2021-10-14 15:11:23 main:574] : INFO : Epoch 1698 | loss: 0.0311676 | val_loss: 0.0311659 | Time: 3274.86 ms [2021-10-14 15:11:27 main:574] : INFO : Epoch 1699 | loss: 0.031168 | val_loss: 0.0311673 | Time: 3361.9 ms [2021-10-14 15:11:30 main:574] : INFO : Epoch 1700 | loss: 0.0311676 | val_loss: 0.0311652 | Time: 3165.51 ms [2021-10-14 15:11:33 main:574] : INFO : Epoch 1701 | loss: 0.0311668 | val_loss: 0.031165 | Time: 3232.28 ms [2021-10-14 15:11:36 main:574] : INFO : Epoch 1702 | loss: 0.0311668 | val_loss: 0.0311666 | Time: 3276.22 ms [2021-10-14 15:11:39 main:574] : INFO : Epoch 1703 | loss: 0.0311665 | val_loss: 0.0311654 | Time: 3175.29 ms [2021-10-14 15:11:43 main:574] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.0311649 | Time: 3088.47 ms [2021-10-14 15:11:46 main:574] : INFO : Epoch 1705 | loss: 0.0311667 | val_loss: 0.0311651 | Time: 3323.91 ms [2021-10-14 15:11:49 main:574] : INFO : Epoch 1706 | loss: 0.0311678 | val_loss: 0.031165 | Time: 3365.38 ms [2021-10-14 15:11:52 main:574] : INFO : Epoch 1707 | loss: 0.0311675 | val_loss: 0.0311649 | Time: 3144.53 ms [2021-10-14 15:11:56 main:574] : INFO : Epoch 1708 | loss: 0.0311669 | val_loss: 0.0311653 | Time: 3325.07 ms [2021-10-14 15:11:59 main:574] : INFO : Epoch 1709 | loss: 0.0311666 | val_loss: 0.0311648 | Time: 3607.79 ms [2021-10-14 15:12:03 main:574] : INFO : Epoch 1710 | loss: 0.0311668 | val_loss: 0.0311649 | Time: 3117.21 ms [2021-10-14 15:12:06 main:574] : INFO : Epoch 1711 | loss: 0.0311667 | val_loss: 0.0311653 | Time: 3265.06 ms [2021-10-14 15:12:09 main:574] : INFO : Epoch 1712 | loss: 0.0311676 | val_loss: 0.031165 | Time: 3392.99 ms [2021-10-14 15:12:13 main:574] : INFO : Epoch 1713 | loss: 0.0311669 | val_loss: 0.031166 | Time: 3259.08 ms [2021-10-14 15:12:16 main:574] : INFO : Epoch 1714 | loss: 0.031167 | val_loss: 0.0311671 | Time: 3363.42 ms [2021-10-14 15:12:19 main:574] : INFO : Epoch 1715 | loss: 0.0311678 | val_loss: 0.0311659 | Time: 3322.99 ms [2021-10-14 15:12:22 main:574] : INFO : Epoch 1716 | loss: 0.0311671 | val_loss: 0.0311648 | Time: 3248.3 ms [2021-10-14 15:12:26 main:574] : INFO : Epoch 1717 | loss: 0.0311668 | val_loss: 0.0311672 | Time: 3181.98 ms [2021-10-14 15:12:29 main:574] : INFO : Epoch 1718 | loss: 0.031168 | val_loss: 0.0311667 | Time: 3287.89 ms [2021-10-14 15:12:32 main:574] : INFO : Epoch 1719 | loss: 0.0311674 | val_loss: 0.0311653 | Time: 3247.39 ms [2021-10-14 15:12:35 main:574] : INFO : Epoch 1720 | loss: 0.0311672 | val_loss: 0.031165 | Time: 3101.85 ms [2021-10-14 15:12:39 main:574] : INFO : Epoch 1721 | loss: 0.0311665 | val_loss: 0.0311652 | Time: 3310.61 ms [2021-10-14 15:12:42 main:574] : INFO : Epoch 1722 | loss: 0.0311669 | val_loss: 0.0311657 | Time: 3200.39 ms [2021-10-14 15:12:45 main:574] : INFO : Epoch 1723 | loss: 0.031167 | val_loss: 0.031165 | Time: 3341.95 ms [2021-10-14 15:12:49 main:574] : INFO : Epoch 1724 | loss: 0.0311668 | val_loss: 0.031165 | Time: 3332.13 ms [2021-10-14 15:12:52 main:574] : INFO : Epoch 1725 | loss: 0.0311667 | val_loss: 0.0311651 | Time: 3325.17 ms [2021-10-14 15:12:55 main:574] : INFO : Epoch 1726 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 3246.52 ms [2021-10-14 15:12:58 main:574] : INFO : Epoch 1727 | loss: 0.0311691 | val_loss: 0.0311676 | Time: 3213.26 ms [2021-10-14 15:13:02 main:574] : INFO : Epoch 1728 | loss: 0.0311678 | val_loss: 0.0311671 | Time: 3270.05 ms [2021-10-14 15:13:05 main:574] : INFO : Epoch 1729 | loss: 0.0311684 | val_loss: 0.0311651 | Time: 3260.64 ms [2021-10-14 15:13:08 main:574] : INFO : Epoch 1730 | loss: 0.0311682 | val_loss: 0.0311656 | Time: 3148.78 ms [2021-10-14 15:13:11 main:574] : INFO : Epoch 1731 | loss: 0.0311683 | val_loss: 0.0311672 | Time: 3338.72 ms [2021-10-14 15:13:15 main:574] : INFO : Epoch 1732 | loss: 0.0311682 | val_loss: 0.0311656 | Time: 3320.05 ms [2021-10-14 15:13:18 main:574] : INFO : Epoch 1733 | loss: 0.0311671 | val_loss: 0.0311651 | Time: 3345.58 ms [2021-10-14 15:13:21 main:574] : INFO : Epoch 1734 | loss: 0.0311676 | val_loss: 0.031167 | Time: 3269.51 ms [2021-10-14 15:13:25 main:574] : INFO : Epoch 1735 | loss: 0.031168 | val_loss: 0.0311652 | Time: 3281.36 ms [2021-10-14 15:13:28 main:574] : INFO : Epoch 1736 | loss: 0.0311675 | val_loss: 0.0311654 | Time: 3158.55 ms [2021-10-14 15:13:31 main:574] : INFO : Epoch 1737 | loss: 0.0311667 | val_loss: 0.0311649 | Time: 3177.55 ms [2021-10-14 15:13:34 main:574] : INFO : Epoch 1738 | loss: 0.0311668 | val_loss: 0.0311652 | Time: 3252.78 ms [2021-10-14 15:13:38 main:574] : INFO : Epoch 1739 | loss: 0.0311671 | val_loss: 0.0311653 | Time: 3350.77 ms [2021-10-14 15:13:41 main:574] : INFO : Epoch 1740 | loss: 0.0311674 | val_loss: 0.0311657 | Time: 3123.4 ms [2021-10-14 15:13:44 main:574] : INFO : Epoch 1741 | loss: 0.0311683 | val_loss: 0.0311713 | Time: 3451.61 ms [2021-10-14 15:13:48 main:574] : INFO : Epoch 1742 | loss: 0.0311681 | val_loss: 0.0311668 | Time: 3351.44 ms [2021-10-14 15:13:51 main:574] : INFO : Epoch 1743 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 3181.33 ms [2021-10-14 15:13:54 main:574] : INFO : Epoch 1744 | loss: 0.0311672 | val_loss: 0.0311658 | Time: 3398.26 ms [2021-10-14 15:13:58 main:574] : INFO : Epoch 1745 | loss: 0.0311671 | val_loss: 0.0311652 | Time: 3445.76 ms [2021-10-14 15:14:01 main:574] : INFO : Epoch 1746 | loss: 0.0311667 | val_loss: 0.0311656 | Time: 3175.28 ms [2021-10-14 15:14:04 main:574] : INFO : Epoch 1747 | loss: 0.0311668 | val_loss: 0.031165 | Time: 3415.55 ms [2021-10-14 15:14:08 main:574] : INFO : Epoch 1748 | loss: 0.0311672 | val_loss: 0.0311656 | Time: 3430.58 ms [2021-10-14 15:14:11 main:574] : INFO : Epoch 1749 | loss: 0.031167 | val_loss: 0.0311652 | Time: 3139.33 ms [2021-10-14 15:14:14 main:574] : INFO : Epoch 1750 | loss: 0.0311676 | val_loss: 0.031165 | Time: 3296.21 ms [2021-10-14 15:14:18 main:574] : INFO : Epoch 1751 | loss: 0.0311667 | val_loss: 0.0311665 | Time: 3390.65 ms [2021-10-14 15:14:21 main:574] : INFO : Epoch 1752 | loss: 0.0311668 | val_loss: 0.0311654 | Time: 3341.01 ms [2021-10-14 15:14:24 main:574] : INFO : Epoch 1753 | loss: 0.0311673 | val_loss: 0.031165 | Time: 3356.72 ms [2021-10-14 15:14:28 main:574] : INFO : Epoch 1754 | loss: 0.0311672 | val_loss: 0.0311658 | Time: 3287.86 ms [2021-10-14 15:14:31 main:574] : INFO : Epoch 1755 | loss: 0.0311708 | val_loss: 0.0311713 | Time: 3184.79 ms [2021-10-14 15:14:34 main:574] : INFO : Epoch 1756 | loss: 0.0311707 | val_loss: 0.0311655 | Time: 3283.18 ms [2021-10-14 15:14:38 main:574] : INFO : Epoch 1757 | loss: 0.0311673 | val_loss: 0.0311654 | Time: 3445.24 ms [2021-10-14 15:14:41 main:574] : INFO : Epoch 1758 | loss: 0.0311678 | val_loss: 0.0311676 | Time: 3242.66 ms [2021-10-14 15:14:44 main:574] : INFO : Epoch 1759 | loss: 0.0311673 | val_loss: 0.0311651 | Time: 3181.56 ms [2021-10-14 15:14:47 main:574] : INFO : Epoch 1760 | loss: 0.0311668 | val_loss: 0.0311648 | Time: 3286.29 ms [2021-10-14 15:14:51 main:574] : INFO : Epoch 1761 | loss: 0.0311669 | val_loss: 0.0311658 | Time: 3306.05 ms [2021-10-14 15:14:54 main:574] : INFO : Epoch 1762 | loss: 0.0311669 | val_loss: 0.0311653 | Time: 3128.21 ms [2021-10-14 15:14:57 main:574] : INFO : Epoch 1763 | loss: 0.0311681 | val_loss: 0.0311649 | Time: 3439.92 ms [2021-10-14 15:15:01 main:574] : INFO : Epoch 1764 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 3409.43 ms [2021-10-14 15:15:04 main:574] : INFO : Epoch 1765 | loss: 0.0311672 | val_loss: 0.031165 | Time: 3152.87 ms [2021-10-14 15:15:07 main:574] : INFO : Epoch 1766 | loss: 0.0311666 | val_loss: 0.0311663 | Time: 3309.3 ms [2021-10-14 15:15:10 main:574] : INFO : Epoch 1767 | loss: 0.0311669 | val_loss: 0.0311657 | Time: 3311.02 ms [2021-10-14 15:15:14 main:574] : INFO : Epoch 1768 | loss: 0.031167 | val_loss: 0.031165 | Time: 3158.49 ms [2021-10-14 15:15:17 main:574] : INFO : Epoch 1769 | loss: 0.0311667 | val_loss: 0.0311656 | Time: 3179.32 ms [2021-10-14 15:15:20 main:574] : INFO : Epoch 1770 | loss: 0.0311682 | val_loss: 0.0311664 | Time: 3428.25 ms [2021-10-14 15:15:23 main:574] : INFO : Epoch 1771 | loss: 0.031168 | val_loss: 0.0311657 | Time: 3254.2 ms [2021-10-14 15:15:27 main:574] : INFO : Epoch 1772 | loss: 0.0311674 | val_loss: 0.0311651 | Time: 3154.96 ms [2021-10-14 15:15:30 main:574] : INFO : Epoch 1773 | loss: 0.0311673 | val_loss: 0.0311653 | Time: 3414.15 ms [2021-10-14 15:15:34 main:574] : INFO : Epoch 1774 | loss: 0.0311668 | val_loss: 0.0311649 | Time: 3436.94 ms [2021-10-14 15:15:37 main:574] : INFO : Epoch 1775 | loss: 0.0311677 | val_loss: 0.0311656 | Time: 3731.51 ms [2021-10-14 15:15:41 main:574] : INFO : Epoch 1776 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 3732.95 ms [2021-10-14 15:15:44 main:574] : INFO : Epoch 1777 | loss: 0.031167 | val_loss: 0.0311649 | Time: 3181.94 ms [2021-10-14 15:15:48 main:574] : INFO : Epoch 1778 | loss: 0.0311669 | val_loss: 0.0311654 | Time: 3378.02 ms [2021-10-14 15:15:51 main:574] : INFO : Epoch 1779 | loss: 0.031167 | val_loss: 0.0311649 | Time: 3294.23 ms [2021-10-14 15:15:54 main:574] : INFO : Epoch 1780 | loss: 0.0311667 | val_loss: 0.0311651 | Time: 3159.38 ms [2021-10-14 15:15:58 main:574] : INFO : Epoch 1781 | loss: 0.0311665 | val_loss: 0.0311657 | Time: 3406.36 ms [2021-10-14 15:16:01 main:574] : INFO : Epoch 1782 | loss: 0.0311675 | val_loss: 0.0311662 | Time: 3382.18 ms [2021-10-14 15:16:04 main:574] : INFO : Epoch 1783 | loss: 0.0311681 | val_loss: 0.0311649 | Time: 3125.68 ms [2021-10-14 15:16:07 main:574] : INFO : Epoch 1784 | loss: 0.0311666 | val_loss: 0.0311652 | Time: 3228.05 ms [2021-10-14 15:16:11 main:574] : INFO : Epoch 1785 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 3245.99 ms [2021-10-14 15:16:14 main:574] : INFO : Epoch 1786 | loss: 0.0311688 | val_loss: 0.031167 | Time: 3216.71 ms [2021-10-14 15:16:17 main:574] : INFO : Epoch 1787 | loss: 0.031168 | val_loss: 0.0311667 | Time: 3261.37 ms [2021-10-14 15:16:20 main:574] : INFO : Epoch 1788 | loss: 0.0311685 | val_loss: 0.031165 | Time: 3398.1 ms [2021-10-14 15:16:24 main:574] : INFO : Epoch 1789 | loss: 0.0311676 | val_loss: 0.0311652 | Time: 3268.77 ms [2021-10-14 15:16:27 main:574] : INFO : Epoch 1790 | loss: 0.0311668 | val_loss: 0.0311662 | Time: 3087.25 ms [2021-10-14 15:16:30 main:574] : INFO : Epoch 1791 | loss: 0.031167 | val_loss: 0.0311658 | Time: 3247.58 ms [2021-10-14 15:16:33 main:574] : INFO : Epoch 1792 | loss: 0.0311667 | val_loss: 0.0311667 | Time: 3236.65 ms [2021-10-14 15:16:37 main:574] : INFO : Epoch 1793 | loss: 0.0311672 | val_loss: 0.0311675 | Time: 3266.68 ms [2021-10-14 15:16:40 main:574] : INFO : Epoch 1794 | loss: 0.0311683 | val_loss: 0.0311653 | Time: 3177.81 ms [2021-10-14 15:16:43 main:574] : INFO : Epoch 1795 | loss: 0.0311668 | val_loss: 0.0311653 | Time: 3366.03 ms [2021-10-14 15:16:46 main:574] : INFO : Epoch 1796 | loss: 0.0311669 | val_loss: 0.031165 | Time: 3280.6 ms [2021-10-14 15:16:50 main:574] : INFO : Epoch 1797 | loss: 0.0311668 | val_loss: 0.0311653 | Time: 3147.3 ms [2021-10-14 15:16:53 main:574] : INFO : Epoch 1798 | loss: 0.0311677 | val_loss: 0.0311663 | Time: 3452.22 ms [2021-10-14 15:16:57 main:574] : INFO : Epoch 1799 | loss: 0.0311692 | val_loss: 0.0311658 | Time: 3548.69 ms [2021-10-14 15:17:00 main:574] : INFO : Epoch 1800 | loss: 0.0311689 | val_loss: 0.0311663 | Time: 3183.68 ms [2021-10-14 15:17:03 main:574] : INFO : Epoch 1801 | loss: 0.0311672 | val_loss: 0.031165 | Time: 3239.86 ms [2021-10-14 15:17:06 main:574] : INFO : Epoch 1802 | loss: 0.0311674 | val_loss: 0.0311649 | Time: 3271.14 ms [2021-10-14 15:17:09 main:574] : INFO : Epoch 1803 | loss: 0.0311669 | val_loss: 0.0311651 | Time: 3107.37 ms [2021-10-14 15:17:13 main:574] : INFO : Epoch 1804 | loss: 0.0311667 | val_loss: 0.0311649 | Time: 3311.57 ms [2021-10-14 15:17:16 main:574] : INFO : Epoch 1805 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 3410.13 ms [2021-10-14 15:17:20 main:574] : INFO : Epoch 1806 | loss: 0.0311672 | val_loss: 0.0311669 | Time: 3293.99 ms [2021-10-14 15:17:23 main:574] : INFO : Epoch 1807 | loss: 0.031167 | val_loss: 0.031165 | Time: 3370.49 ms [2021-10-14 15:17:26 main:574] : INFO : Epoch 1808 | loss: 0.0311675 | val_loss: 0.0311651 | Time: 3422.72 ms [2021-10-14 15:17:30 main:574] : INFO : Epoch 1809 | loss: 0.0311678 | val_loss: 0.0311656 | Time: 3249.72 ms [2021-10-14 15:17:33 main:574] : INFO : Epoch 1810 | loss: 0.0311679 | val_loss: 0.0311652 | Time: 3315.19 ms [2021-10-14 15:17:36 main:574] : INFO : Epoch 1811 | loss: 0.0311683 | val_loss: 0.0311666 | Time: 3352.99 ms [2021-10-14 15:17:40 main:574] : INFO : Epoch 1812 | loss: 0.0311674 | val_loss: 0.0311653 | Time: 3221.66 ms [2021-10-14 15:17:43 main:574] : INFO : Epoch 1813 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 3246.85 ms [2021-10-14 15:17:46 main:574] : INFO : Epoch 1814 | loss: 0.0311669 | val_loss: 0.0311669 | Time: 3345.17 ms [2021-10-14 15:17:50 main:574] : INFO : Epoch 1815 | loss: 0.0311669 | val_loss: 0.0311649 | Time: 3609.06 ms [2021-10-14 15:17:53 main:574] : INFO : Epoch 1816 | loss: 0.0311667 | val_loss: 0.0311653 | Time: 3514.24 ms [2021-10-14 15:17:57 main:574] : INFO : Epoch 1817 | loss: 0.0311671 | val_loss: 0.0311651 | Time: 3349.13 ms [2021-10-14 15:18:00 main:574] : INFO : Epoch 1818 | loss: 0.031168 | val_loss: 0.0311657 | Time: 3117.38 ms [2021-10-14 15:18:03 main:574] : INFO : Epoch 1819 | loss: 0.0311667 | val_loss: 0.0311661 | Time: 3306.34 ms [2021-10-14 15:18:07 main:574] : INFO : Epoch 1820 | loss: 0.0311669 | val_loss: 0.0311679 | Time: 3651.49 ms [2021-10-14 15:18:10 main:574] : INFO : Epoch 1821 | loss: 0.0311675 | val_loss: 0.0311674 | Time: 3169.78 ms [2021-10-14 15:18:13 main:574] : INFO : Epoch 1822 | loss: 0.0311679 | val_loss: 0.0311683 | Time: 3395.35 ms [2021-10-14 15:18:17 main:574] : INFO : Epoch 1823 | loss: 0.0311679 | val_loss: 0.0311648 | Time: 3324.14 ms [2021-10-14 15:18:20 main:574] : INFO : Epoch 1824 | loss: 0.031167 | val_loss: 0.0311655 | Time: 3267.17 ms [2021-10-14 15:18:24 main:574] : INFO : Epoch 1825 | loss: 0.0311672 | val_loss: 0.031167 | Time: 3463.04 ms [2021-10-14 15:18:27 main:574] : INFO : Epoch 1826 | loss: 0.031171 | val_loss: 0.0311761 | Time: 3353.64 ms [2021-10-14 15:18:30 main:574] : INFO : Epoch 1827 | loss: 0.0311728 | val_loss: 0.0311679 | Time: 3105.77 ms [2021-10-14 15:18:33 main:574] : INFO : Epoch 1828 | loss: 0.0311866 | val_loss: 0.031275 | Time: 3234.81 ms [2021-10-14 15:18:37 main:574] : INFO : Epoch 1829 | loss: 0.0312752 | val_loss: 0.0329967 | Time: 3298.21 ms [2021-10-14 15:18:40 main:574] : INFO : Epoch 1830 | loss: 0.033937 | val_loss: 0.0315918 | Time: 3260.72 ms [2021-10-14 15:18:43 main:574] : INFO : Epoch 1831 | loss: 0.0315304 | val_loss: 0.0313635 | Time: 3240.68 ms [2021-10-14 15:18:47 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0311811 | Time: 3454.17 ms [2021-10-14 15:18:50 main:574] : INFO : Epoch 1833 | loss: 0.0311805 | val_loss: 0.0311689 | Time: 3255.87 ms [2021-10-14 15:18:53 main:574] : INFO : Epoch 1834 | loss: 0.031169 | val_loss: 0.0311662 | Time: 3192.51 ms [2021-10-14 15:18:56 main:574] : INFO : Epoch 1835 | loss: 0.0311699 | val_loss: 0.0311658 | Time: 3292.65 ms [2021-10-14 15:19:00 main:574] : INFO : Epoch 1836 | loss: 0.0311683 | val_loss: 0.0311667 | Time: 3319.11 ms [2021-10-14 15:19:03 main:574] : INFO : Epoch 1837 | loss: 0.0311674 | val_loss: 0.031166 | Time: 3065.18 ms [2021-10-14 15:19:06 main:574] : INFO : Epoch 1838 | loss: 0.0311671 | val_loss: 0.0311661 | Time: 3273.18 ms [2021-10-14 15:19:09 main:574] : INFO : Epoch 1839 | loss: 0.0311676 | val_loss: 0.0311656 | Time: 3312.77 ms [2021-10-14 15:19:13 main:574] : INFO : Epoch 1840 | loss: 0.0311679 | val_loss: 0.0311654 | Time: 3187.16 ms [2021-10-14 15:19:16 main:574] : INFO : Epoch 1841 | loss: 0.0311675 | val_loss: 0.0311682 | Time: 3258.87 ms [2021-10-14 15:19:19 main:574] : INFO : Epoch 1842 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 3456.73 ms [2021-10-14 15:19:23 main:574] : INFO : Epoch 1843 | loss: 0.0311673 | val_loss: 0.0311653 | Time: 3302.84 ms [2021-10-14 15:19:26 main:574] : INFO : Epoch 1844 | loss: 0.0311674 | val_loss: 0.0311662 | Time: 3428.88 ms [2021-10-14 15:19:30 main:574] : INFO : Epoch 1845 | loss: 0.0311677 | val_loss: 0.031167 | Time: 3562.02 ms [2021-10-14 15:19:33 main:574] : INFO : Epoch 1846 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 3290.72 ms [2021-10-14 15:19:36 main:574] : INFO : Epoch 1847 | loss: 0.031168 | val_loss: 0.0311655 | Time: 3318.21 ms [2021-10-14 15:19:40 main:574] : INFO : Epoch 1848 | loss: 0.0311674 | val_loss: 0.0311673 | Time: 3334.72 ms [2021-10-14 15:19:43 main:574] : INFO : Epoch 1849 | loss: 0.0311693 | val_loss: 0.0311689 | Time: 3155.09 ms [2021-10-14 15:19:46 main:574] : INFO : Epoch 1850 | loss: 0.0311688 | val_loss: 0.0311668 | Time: 3386.01 ms [2021-10-14 15:19:49 main:574] : INFO : Epoch 1851 | loss: 0.0311692 | val_loss: 0.031166 | Time: 3326.8 ms [2021-10-14 15:19:53 main:574] : INFO : Epoch 1852 | loss: 0.0311687 | val_loss: 0.0311668 | Time: 3462.27 ms [2021-10-14 15:19:56 main:574] : INFO : Epoch 1853 | loss: 0.0311673 | val_loss: 0.0311667 | Time: 3446.61 ms [2021-10-14 15:20:00 main:574] : INFO : Epoch 1854 | loss: 0.0311677 | val_loss: 0.0311652 | Time: 3504.98 ms [2021-10-14 15:20:03 main:574] : INFO : Epoch 1855 | loss: 0.0311671 | val_loss: 0.0311653 | Time: 3202.4 ms [2021-10-14 15:20:06 main:574] : INFO : Epoch 1856 | loss: 0.0311671 | val_loss: 0.0311654 | Time: 3278.88 ms [2021-10-14 15:20:10 main:574] : INFO : Epoch 1857 | loss: 0.0311669 | val_loss: 0.0311661 | Time: 3280.49 ms [2021-10-14 15:20:13 main:574] : INFO : Epoch 1858 | loss: 0.0311671 | val_loss: 0.0311653 | Time: 3248.23 ms [2021-10-14 15:20:16 main:574] : INFO : Epoch 1859 | loss: 0.0311677 | val_loss: 0.0311665 | Time: 3179 ms [2021-10-14 15:20:19 main:574] : INFO : Epoch 1860 | loss: 0.0311674 | val_loss: 0.0311673 | Time: 3298.02 ms [2021-10-14 15:20:23 main:574] : INFO : Epoch 1861 | loss: 0.0311678 | val_loss: 0.0311659 | Time: 3304.02 ms [2021-10-14 15:20:26 main:574] : INFO : Epoch 1862 | loss: 0.031167 | val_loss: 0.0311656 | Time: 3267.98 ms [2021-10-14 15:20:30 main:574] : INFO : Epoch 1863 | loss: 0.0311668 | val_loss: 0.0311659 | Time: 3470.15 ms [2021-10-14 15:20:33 main:574] : INFO : Epoch 1864 | loss: 0.0311673 | val_loss: 0.0311652 | Time: 3318.16 ms [2021-10-14 15:20:36 main:574] : INFO : Epoch 1865 | loss: 0.0311668 | val_loss: 0.0311655 | Time: 3244.07 ms [2021-10-14 15:20:39 main:574] : INFO : Epoch 1866 | loss: 0.031168 | val_loss: 0.0311669 | Time: 3380.76 ms [2021-10-14 15:20:43 main:574] : INFO : Epoch 1867 | loss: 0.0311685 | val_loss: 0.0311656 | Time: 3305.54 ms [2021-10-14 15:20:46 main:574] : INFO : Epoch 1868 | loss: 0.0311671 | val_loss: 0.0311665 | Time: 3185.79 ms [2021-10-14 15:20:49 main:574] : INFO : Epoch 1869 | loss: 0.0311674 | val_loss: 0.0311658 | Time: 3361.52 ms [2021-10-14 15:20:53 main:574] : INFO : Epoch 1870 | loss: 0.0311678 | val_loss: 0.0311665 | Time: 3362.4 ms [2021-10-14 15:20:56 main:574] : INFO : Epoch 1871 | loss: 0.0311688 | val_loss: 0.0311679 | Time: 3090.08 ms [2021-10-14 15:20:59 main:574] : INFO : Epoch 1872 | loss: 0.0311679 | val_loss: 0.0311649 | Time: 3251.12 ms [2021-10-14 15:21:02 main:574] : INFO : Epoch 1873 | loss: 0.0311686 | val_loss: 0.0311673 | Time: 3216.58 ms [2021-10-14 15:21:06 main:574] : INFO : Epoch 1874 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 3270.8 ms [2021-10-14 15:21:09 main:574] : INFO : Epoch 1875 | loss: 0.0311686 | val_loss: 0.0311679 | Time: 3135.21 ms [2021-10-14 15:21:12 main:574] : INFO : Epoch 1876 | loss: 0.0311687 | val_loss: 0.0311676 | Time: 3369.35 ms [2021-10-14 15:21:16 main:574] : INFO : Epoch 1877 | loss: 0.0311686 | val_loss: 0.0311676 | Time: 3423.15 ms [2021-10-14 15:21:19 main:574] : INFO : Epoch 1878 | loss: 0.0311678 | val_loss: 0.0311656 | Time: 3124.45 ms [2021-10-14 15:21:22 main:574] : INFO : Epoch 1879 | loss: 0.0311677 | val_loss: 0.031167 | Time: 3430.93 ms [2021-10-14 15:21:26 main:574] : INFO : Epoch 1880 | loss: 0.0311678 | val_loss: 0.031165 | Time: 3430.86 ms [2021-10-14 15:21:29 main:574] : INFO : Epoch 1881 | loss: 0.0311674 | val_loss: 0.0311657 | Time: 3431.45 ms [2021-10-14 15:21:32 main:574] : INFO : Epoch 1882 | loss: 0.0311674 | val_loss: 0.0311659 | Time: 3375.59 ms [2021-10-14 15:21:36 main:574] : INFO : Epoch 1883 | loss: 0.031167 | val_loss: 0.0311652 | Time: 3258.74 ms [2021-10-14 15:21:39 main:574] : INFO : Epoch 1884 | loss: 0.031167 | val_loss: 0.0311651 | Time: 3143.33 ms [2021-10-14 15:21:42 main:574] : INFO : Epoch 1885 | loss: 0.0311668 | val_loss: 0.0311669 | Time: 3400.91 ms [2021-10-14 15:21:46 main:574] : INFO : Epoch 1886 | loss: 0.0311692 | val_loss: 0.0311661 | Time: 3370.07 ms [2021-10-14 15:21:49 main:574] : INFO : Epoch 1887 | loss: 0.0311679 | val_loss: 0.0311649 | Time: 3164.11 ms [2021-10-14 15:21:52 main:574] : INFO : Epoch 1888 | loss: 0.0311677 | val_loss: 0.0311652 | Time: 3490.5 ms [2021-10-14 15:21:56 main:574] : INFO : Epoch 1889 | loss: 0.0311715 | val_loss: 0.0311652 | Time: 3487.68 ms [2021-10-14 15:21:59 main:574] : INFO : Epoch 1890 | loss: 0.031168 | val_loss: 0.0311654 | Time: 3101.65 ms [2021-10-14 15:22:02 main:574] : INFO : Epoch 1891 | loss: 0.0311675 | val_loss: 0.0311652 | Time: 3284.45 ms [2021-10-14 15:22:06 main:574] : INFO : Epoch 1892 | loss: 0.0311673 | val_loss: 0.0311655 | Time: 3455.94 ms [2021-10-14 15:22:09 main:574] : INFO : Epoch 1893 | loss: 0.0311669 | val_loss: 0.0311656 | Time: 3151.88 ms [2021-10-14 15:22:12 main:574] : INFO : Epoch 1894 | loss: 0.0311668 | val_loss: 0.0311657 | Time: 3256.45 ms [2021-10-14 15:22:15 main:574] : INFO : Epoch 1895 | loss: 0.0311669 | val_loss: 0.0311674 | Time: 3377.84 ms [2021-10-14 15:22:19 main:574] : INFO : Epoch 1896 | loss: 0.0311685 | val_loss: 0.0311689 | Time: 3301.48 ms [2021-10-14 15:22:22 main:574] : INFO : Epoch 1897 | loss: 0.0311675 | val_loss: 0.031166 | Time: 3303.64 ms [2021-10-14 15:22:25 main:574] : INFO : Epoch 1898 | loss: 0.031167 | val_loss: 0.0311653 | Time: 3355.53 ms [2021-10-14 15:22:29 main:574] : INFO : Epoch 1899 | loss: 0.031167 | val_loss: 0.0311672 | Time: 3251.84 ms [2021-10-14 15:22:32 main:574] : INFO : Epoch 1900 | loss: 0.0311674 | val_loss: 0.0311656 | Time: 3296.65 ms [2021-10-14 15:22:36 main:574] : INFO : Epoch 1901 | loss: 0.0311676 | val_loss: 0.0311652 | Time: 3510.5 ms [2021-10-14 15:22:39 main:574] : INFO : Epoch 1902 | loss: 0.0311667 | val_loss: 0.0311651 | Time: 3255.63 ms [2021-10-14 15:22:42 main:574] : INFO : Epoch 1903 | loss: 0.0311668 | val_loss: 0.031165 | Time: 3244.59 ms [2021-10-14 15:22:46 main:574] : INFO : Epoch 1904 | loss: 0.0311671 | val_loss: 0.0311655 | Time: 3479.48 ms [2021-10-14 15:22:49 main:574] : INFO : Epoch 1905 | loss: 0.031167 | val_loss: 0.0311653 | Time: 3251.62 ms [2021-10-14 15:22:52 main:574] : INFO : Epoch 1906 | loss: 0.0311673 | val_loss: 0.0311655 | Time: 3166.83 ms [2021-10-14 15:22:55 main:574] : INFO : Epoch 1907 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 3383.65 ms [2021-10-14 15:22:59 main:574] : INFO : Epoch 1908 | loss: 0.0311676 | val_loss: 0.0311652 | Time: 3249.09 ms [2021-10-14 15:23:02 main:574] : INFO : Epoch 1909 | loss: 0.0311675 | val_loss: 0.0311658 | Time: 3125.05 ms [2021-10-14 15:23:05 main:574] : INFO : Epoch 1910 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 3309.12 ms [2021-10-14 15:23:08 main:574] : INFO : Epoch 1911 | loss: 0.0311695 | val_loss: 0.0311669 | Time: 3248.13 ms [2021-10-14 15:23:12 main:574] : INFO : Epoch 1912 | loss: 0.0311675 | val_loss: 0.0311656 | Time: 3290.11 ms [2021-10-14 15:23:15 main:574] : INFO : Epoch 1913 | loss: 0.0311673 | val_loss: 0.0311656 | Time: 3332.04 ms [2021-10-14 15:23:18 main:574] : INFO : Epoch 1914 | loss: 0.031168 | val_loss: 0.0311665 | Time: 3384.13 ms [2021-10-14 15:23:22 main:574] : INFO : Epoch 1915 | loss: 0.0311674 | val_loss: 0.0311656 | Time: 3199.53 ms [2021-10-14 15:23:25 main:574] : INFO : Epoch 1916 | loss: 0.0311679 | val_loss: 0.0311656 | Time: 3189.09 ms [2021-10-14 15:23:28 main:574] : INFO : Epoch 1917 | loss: 0.0311674 | val_loss: 0.0311652 | Time: 3289.04 ms [2021-10-14 15:23:32 main:574] : INFO : Epoch 1918 | loss: 0.0311669 | val_loss: 0.031166 | Time: 3845.77 ms [2021-10-14 15:23:36 main:574] : INFO : Epoch 1919 | loss: 0.0311665 | val_loss: 0.0311654 | Time: 4489.23 ms [2021-10-14 15:23:41 main:574] : INFO : Epoch 1920 | loss: 0.0311675 | val_loss: 0.0311659 | Time: 4264.54 ms [2021-10-14 15:23:45 main:574] : INFO : Epoch 1921 | loss: 0.0311675 | val_loss: 0.031165 | Time: 4064.16 ms [2021-10-14 15:23:49 main:574] : INFO : Epoch 1922 | loss: 0.0311668 | val_loss: 0.0311659 | Time: 4259.37 ms [2021-10-14 15:23:54 main:574] : INFO : Epoch 1923 | loss: 0.0311671 | val_loss: 0.031165 | Time: 4536.76 ms [2021-10-14 15:23:58 main:574] : INFO : Epoch 1924 | loss: 0.0311682 | val_loss: 0.0311662 | Time: 4352.36 ms [2021-10-14 15:24:02 main:574] : INFO : Epoch 1925 | loss: 0.0311684 | val_loss: 0.0311664 | Time: 4161.5 ms [2021-10-14 15:24:07 main:574] : INFO : Epoch 1926 | loss: 0.0311682 | val_loss: 0.0311657 | Time: 4513.35 ms [2021-10-14 15:24:11 main:574] : INFO : Epoch 1927 | loss: 0.0311682 | val_loss: 0.0311659 | Time: 4320.98 ms [2021-10-14 15:24:15 main:574] : INFO : Epoch 1928 | loss: 0.0311673 | val_loss: 0.0311662 | Time: 4362.54 ms [2021-10-14 15:24:20 main:574] : INFO : Epoch 1929 | loss: 0.0311685 | val_loss: 0.0311657 | Time: 4225.02 ms [2021-10-14 15:24:26 main:574] : INFO : Epoch 1930 | loss: 0.0311687 | val_loss: 0.031171 | Time: 5800.64 ms [2021-10-14 15:24:45 main:574] : INFO : Epoch 1931 | loss: 0.0311725 | val_loss: 0.0311697 | Time: 19203.8 ms [2021-10-14 15:24:48 main:574] : INFO : Epoch 1932 | loss: 0.031171 | val_loss: 0.0311656 | Time: 3335.52 ms [2021-10-14 15:24:52 main:574] : INFO : Epoch 1933 | loss: 0.0311688 | val_loss: 0.031165 | Time: 3410.05 ms [2021-10-14 15:24:55 main:574] : INFO : Epoch 1934 | loss: 0.0311682 | val_loss: 0.0311671 | Time: 3219.68 ms [2021-10-14 15:24:58 main:574] : INFO : Epoch 1935 | loss: 0.0311683 | val_loss: 0.0311672 | Time: 3335.21 ms [2021-10-14 15:25:02 main:574] : INFO : Epoch 1936 | loss: 0.0311677 | val_loss: 0.031165 | Time: 3374.73 ms [2021-10-14 15:25:05 main:574] : INFO : Epoch 1937 | loss: 0.031167 | val_loss: 0.0311664 | Time: 3333.45 ms [2021-10-14 15:25:08 main:574] : INFO : Epoch 1938 | loss: 0.0311673 | val_loss: 0.0311689 | Time: 3324.44 ms [2021-10-14 15:25:12 main:574] : INFO : Epoch 1939 | loss: 0.0311691 | val_loss: 0.0311669 | Time: 3417.93 ms [2021-10-14 15:25:15 main:574] : INFO : Epoch 1940 | loss: 0.0311672 | val_loss: 0.0311665 | Time: 3203.17 ms [2021-10-14 15:25:19 main:574] : INFO : Epoch 1941 | loss: 0.031167 | val_loss: 0.0311661 | Time: 4078.63 ms [2021-10-14 15:25:22 main:574] : INFO : Epoch 1942 | loss: 0.031167 | val_loss: 0.0311665 | Time: 3225.37 ms [2021-10-14 15:25:25 main:574] : INFO : Epoch 1943 | loss: 0.0311673 | val_loss: 0.0311657 | Time: 3177.61 ms [2021-10-14 15:25:29 main:574] : INFO : Epoch 1944 | loss: 0.031168 | val_loss: 0.0311654 | Time: 3489.59 ms [2021-10-14 15:25:32 main:574] : INFO : Epoch 1945 | loss: 0.0311671 | val_loss: 0.0311649 | Time: 3291.23 ms [2021-10-14 15:25:35 main:574] : INFO : Epoch 1946 | loss: 0.0311667 | val_loss: 0.0311658 | Time: 3106.68 ms [2021-10-14 15:25:39 main:574] : INFO : Epoch 1947 | loss: 0.0311669 | val_loss: 0.0311654 | Time: 3332.61 ms [2021-10-14 15:25:42 main:574] : INFO : Epoch 1948 | loss: 0.0311673 | val_loss: 0.0311651 | Time: 3378.33 ms [2021-10-14 15:25:45 main:574] : INFO : Epoch 1949 | loss: 0.0311677 | val_loss: 0.0311659 | Time: 3113.03 ms [2021-10-14 15:25:48 main:574] : INFO : Epoch 1950 | loss: 0.0311671 | val_loss: 0.0311664 | Time: 3287.83 ms [2021-10-14 15:25:52 main:574] : INFO : Epoch 1951 | loss: 0.0311673 | val_loss: 0.0311657 | Time: 3268.04 ms [2021-10-14 15:25:55 main:574] : INFO : Epoch 1952 | loss: 0.0311701 | val_loss: 0.0311681 | Time: 3216.93 ms [2021-10-14 15:25:58 main:574] : INFO : Epoch 1953 | loss: 0.0311698 | val_loss: 0.0311676 | Time: 3180.24 ms [2021-10-14 15:26:02 main:574] : INFO : Epoch 1954 | loss: 0.0311683 | val_loss: 0.0311674 | Time: 3395.46 ms [2021-10-14 15:26:05 main:574] : INFO : Epoch 1955 | loss: 0.0311669 | val_loss: 0.0311651 | Time: 3297.83 ms [2021-10-14 15:26:08 main:574] : INFO : Epoch 1956 | loss: 0.0311667 | val_loss: 0.0311654 | Time: 3206.52 ms [2021-10-14 15:26:11 main:574] : INFO : Epoch 1957 | loss: 0.0311669 | val_loss: 0.0311652 | Time: 3277.4 ms [2021-10-14 15:26:15 main:574] : INFO : Epoch 1958 | loss: 0.0311672 | val_loss: 0.0311656 | Time: 3490.08 ms [2021-10-14 15:26:18 main:574] : INFO : Epoch 1959 | loss: 0.0311671 | val_loss: 0.0311659 | Time: 3145.72 ms [2021-10-14 15:26:21 main:574] : INFO : Epoch 1960 | loss: 0.0311671 | val_loss: 0.0311657 | Time: 3306.21 ms [2021-10-14 15:26:25 main:574] : INFO : Epoch 1961 | loss: 0.0311686 | val_loss: 0.0311665 | Time: 3377.93 ms [2021-10-14 15:26:28 main:574] : INFO : Epoch 1962 | loss: 0.0311689 | val_loss: 0.0311658 | Time: 3118.43 ms [2021-10-14 15:26:31 main:574] : INFO : Epoch 1963 | loss: 0.0311669 | val_loss: 0.031165 | Time: 3267.32 ms [2021-10-14 15:26:34 main:574] : INFO : Epoch 1964 | loss: 0.0311668 | val_loss: 0.0311654 | Time: 3342.03 ms [2021-10-14 15:26:38 main:574] : INFO : Epoch 1965 | loss: 0.0311672 | val_loss: 0.031168 | Time: 3234.3 ms [2021-10-14 15:26:41 main:574] : INFO : Epoch 1966 | loss: 0.0311679 | val_loss: 0.0311663 | Time: 3418.48 ms [2021-10-14 15:26:44 main:574] : INFO : Epoch 1967 | loss: 0.0311681 | val_loss: 0.0311655 | Time: 3326.3 ms [2021-10-14 15:26:48 main:574] : INFO : Epoch 1968 | loss: 0.0311671 | val_loss: 0.0311654 | Time: 3277.24 ms [2021-10-14 15:26:51 main:574] : INFO : Epoch 1969 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 3433.1 ms [2021-10-14 15:26:55 main:574] : INFO : Epoch 1970 | loss: 0.0311691 | val_loss: 0.0311661 | Time: 3548.15 ms [2021-10-14 15:26:58 main:574] : INFO : Epoch 1971 | loss: 0.0311671 | val_loss: 0.0311659 | Time: 3314.9 ms [2021-10-14 15:27:02 main:574] : INFO : Epoch 1972 | loss: 0.0311668 | val_loss: 0.031165 | Time: 3484.7 ms [2021-10-14 15:27:05 main:574] : INFO : Epoch 1973 | loss: 0.0311668 | val_loss: 0.0311655 | Time: 3371.02 ms [2021-10-14 15:27:08 main:574] : INFO : Epoch 1974 | loss: 0.0311669 | val_loss: 0.0311652 | Time: 3145.42 ms [2021-10-14 15:27:11 main:574] : INFO : Epoch 1975 | loss: 0.0311699 | val_loss: 0.0311668 | Time: 3255.97 ms [2021-10-14 15:27:15 main:574] : INFO : Epoch 1976 | loss: 0.0311686 | val_loss: 0.031166 | Time: 3299.54 ms [2021-10-14 15:27:18 main:574] : INFO : Epoch 1977 | loss: 0.0311708 | val_loss: 0.0311689 | Time: 3204.26 ms [2021-10-14 15:27:21 main:574] : INFO : Epoch 1978 | loss: 0.0311684 | val_loss: 0.0311654 | Time: 3277.63 ms [2021-10-14 15:27:24 main:574] : INFO : Epoch 1979 | loss: 0.0311675 | val_loss: 0.0311668 | Time: 3216.19 ms [2021-10-14 15:27:28 main:574] : INFO : Epoch 1980 | loss: 0.0311677 | val_loss: 0.0311665 | Time: 3241.52 ms [2021-10-14 15:27:31 main:574] : INFO : Epoch 1981 | loss: 0.031168 | val_loss: 0.0311659 | Time: 3221.04 ms [2021-10-14 15:27:34 main:574] : INFO : Epoch 1982 | loss: 0.031167 | val_loss: 0.0311656 | Time: 3429.21 ms [2021-10-14 15:27:38 main:574] : INFO : Epoch 1983 | loss: 0.0311673 | val_loss: 0.0311682 | Time: 3325.68 ms [2021-10-14 15:27:41 main:574] : INFO : Epoch 1984 | loss: 0.0311687 | val_loss: 0.0311674 | Time: 3114.58 ms [2021-10-14 15:27:44 main:574] : INFO : Epoch 1985 | loss: 0.0311671 | val_loss: 0.0311666 | Time: 3262.7 ms [2021-10-14 15:27:47 main:574] : INFO : Epoch 1986 | loss: 0.0311679 | val_loss: 0.0311656 | Time: 3340.2 ms [2021-10-14 15:27:51 main:574] : INFO : Epoch 1987 | loss: 0.0311683 | val_loss: 0.0311658 | Time: 3216.96 ms [2021-10-14 15:27:54 main:574] : INFO : Epoch 1988 | loss: 0.0311678 | val_loss: 0.0311668 | Time: 3341.94 ms [2021-10-14 15:27:57 main:574] : INFO : Epoch 1989 | loss: 0.0311683 | val_loss: 0.031166 | Time: 3421.96 ms [2021-10-14 15:28:01 main:574] : INFO : Epoch 1990 | loss: 0.0311677 | val_loss: 0.0311657 | Time: 3263.65 ms [2021-10-14 15:28:04 main:574] : INFO : Epoch 1991 | loss: 0.0311671 | val_loss: 0.0311652 | Time: 3243.72 ms [2021-10-14 15:28:07 main:574] : INFO : Epoch 1992 | loss: 0.0311672 | val_loss: 0.0311656 | Time: 3278.3 ms [2021-10-14 15:28:10 main:574] : INFO : Epoch 1993 | loss: 0.0311666 | val_loss: 0.0311666 | Time: 3215.95 ms [2021-10-14 15:28:14 main:574] : INFO : Epoch 1994 | loss: 0.0311675 | val_loss: 0.0311656 | Time: 3144.74 ms [2021-10-14 15:28:17 main:574] : INFO : Epoch 1995 | loss: 0.0311673 | val_loss: 0.0311651 | Time: 3285.98 ms [2021-10-14 15:28:20 main:574] : INFO : Epoch 1996 | loss: 0.0311676 | val_loss: 0.0311657 | Time: 3382.9 ms [2021-10-14 15:28:23 main:574] : INFO : Epoch 1997 | loss: 0.031167 | val_loss: 0.0311651 | Time: 3069.89 ms [2021-10-14 15:28:27 main:574] : INFO : Epoch 1998 | loss: 0.0311669 | val_loss: 0.0311651 | Time: 3348.1 ms [2021-10-14 15:28:30 main:574] : INFO : Epoch 1999 | loss: 0.031167 | val_loss: 0.0311679 | Time: 3359.38 ms [2021-10-14 15:28:35 main:574] : INFO : Epoch 2000 | loss: 0.0311677 | val_loss: 0.031165 | Time: 4461.94 ms [2021-10-14 15:28:38 main:574] : INFO : Epoch 2001 | loss: 0.0311672 | val_loss: 0.0311662 | Time: 3776.77 ms [2021-10-14 15:28:42 main:574] : INFO : Epoch 2002 | loss: 0.031168 | val_loss: 0.0311652 | Time: 3805.06 ms [2021-10-14 15:28:46 main:574] : INFO : Epoch 2003 | loss: 0.0311678 | val_loss: 0.0311666 | Time: 4124.01 ms [2021-10-14 15:28:50 main:574] : INFO : Epoch 2004 | loss: 0.0311676 | val_loss: 0.0311657 | Time: 3939.86 ms [2021-10-14 15:29:19 main:574] : INFO : Epoch 2005 | loss: 0.0311677 | val_loss: 0.0311658 | Time: 28921.1 ms [2021-10-14 15:29:23 main:574] : INFO : Epoch 2006 | loss: 0.0311674 | val_loss: 0.0311655 | Time: 3863.53 ms [2021-10-14 15:29:56 main:574] : INFO : Epoch 2007 | loss: 0.0311669 | val_loss: 0.031165 | Time: 33159.7 ms [2021-10-14 15:30:00 main:574] : INFO : Epoch 2008 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 3254.17 ms [2021-10-14 15:30:03 main:574] : INFO : Epoch 2009 | loss: 0.031167 | val_loss: 0.0311651 | Time: 3408.5 ms [2021-10-14 15:30:06 main:574] : INFO : Epoch 2010 | loss: 0.0311669 | val_loss: 0.031165 | Time: 3186.62 ms [2021-10-14 15:30:09 main:574] : INFO : Epoch 2011 | loss: 0.031167 | val_loss: 0.0311658 | Time: 3176.36 ms [2021-10-14 15:30:13 main:574] : INFO : Epoch 2012 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 3294.7 ms [2021-10-14 15:30:16 main:574] : INFO : Epoch 2013 | loss: 0.0311692 | val_loss: 0.0311665 | Time: 3305.3 ms [2021-10-14 15:30:19 main:574] : INFO : Epoch 2014 | loss: 0.0311675 | val_loss: 0.0311654 | Time: 3138.03 ms [2021-10-14 15:30:23 main:574] : INFO : Epoch 2015 | loss: 0.0311675 | val_loss: 0.0311668 | Time: 3357.03 ms [2021-10-14 15:30:26 main:574] : INFO : Epoch 2016 | loss: 0.0311676 | val_loss: 0.0311711 | Time: 3206.92 ms [2021-10-14 15:30:29 main:574] : INFO : Epoch 2017 | loss: 0.0311691 | val_loss: 0.0311662 | Time: 3677.22 ms [2021-10-14 15:30:33 main:574] : INFO : Epoch 2018 | loss: 0.0311688 | val_loss: 0.0311661 | Time: 3219.53 ms [2021-10-14 15:30:36 main:574] : INFO : Epoch 2019 | loss: 0.0311672 | val_loss: 0.0311671 | Time: 3355.68 ms [2021-10-14 15:30:39 main:574] : INFO : Epoch 2020 | loss: 0.0311677 | val_loss: 0.0311682 | Time: 3109.31 ms [2021-10-14 15:30:43 main:574] : INFO : Epoch 2021 | loss: 0.0311675 | val_loss: 0.0311659 | Time: 3389.95 ms [2021-10-14 15:30:46 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311666 | Time: 3264.15 ms [2021-10-14 15:30:49 main:574] : INFO : Epoch 2023 | loss: 0.0311682 | val_loss: 0.0311657 | Time: 3249.29 ms [2021-10-14 15:30:52 main:574] : INFO : Epoch 2024 | loss: 0.0311673 | val_loss: 0.0311652 | Time: 3284.93 ms [2021-10-14 15:30:56 main:574] : INFO : Epoch 2025 | loss: 0.0311677 | val_loss: 0.0311651 | Time: 3581.87 ms [2021-10-14 15:30:59 main:574] : INFO : Epoch 2026 | loss: 0.0311677 | val_loss: 0.0311655 | Time: 3242.76 ms [2021-10-14 15:31:03 main:574] : INFO : Epoch 2027 | loss: 0.0311671 | val_loss: 0.0311662 | Time: 3324.81 ms [2021-10-14 15:31:06 main:574] : INFO : Epoch 2028 | loss: 0.0311679 | val_loss: 0.0311675 | Time: 3256.18 ms [2021-10-14 15:31:09 main:574] : INFO : Epoch 2029 | loss: 0.0311682 | val_loss: 0.0311669 | Time: 3208.17 ms [2021-10-14 15:31:12 main:574] : INFO : Epoch 2030 | loss: 0.0311667 | val_loss: 0.0311659 | Time: 3219.82 ms [2021-10-14 15:31:16 main:574] : INFO : Epoch 2031 | loss: 0.0311673 | val_loss: 0.0311656 | Time: 3562.57 ms [2021-10-14 15:31:19 main:574] : INFO : Epoch 2032 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 3514.81 ms [2021-10-14 15:31:23 main:574] : INFO : Epoch 2033 | loss: 0.0311683 | val_loss: 0.031165 | Time: 3628.73 ms [2021-10-14 15:31:26 main:574] : INFO : Epoch 2034 | loss: 0.0311685 | val_loss: 0.0311661 | Time: 3383.52 ms [2021-10-14 15:31:30 main:574] : INFO : Epoch 2035 | loss: 0.0311685 | val_loss: 0.0311663 | Time: 3226.9 ms [2021-10-14 15:31:33 main:574] : INFO : Epoch 2036 | loss: 0.031167 | val_loss: 0.0311649 | Time: 3450.91 ms [2021-10-14 15:31:36 main:574] : INFO : Epoch 2037 | loss: 0.0311671 | val_loss: 0.0311673 | Time: 3317.96 ms [2021-10-14 15:31:43 main:574] : INFO : Epoch 2038 | loss: 0.0311674 | val_loss: 0.0311658 | Time: 6666.56 ms [2021-10-14 15:32:00 main:574] : INFO : Epoch 2039 | loss: 0.0311671 | val_loss: 0.031166 | Time: 14478.9 ms [2021-10-14 15:32:03 main:574] : INFO : Epoch 2040 | loss: 0.0311675 | val_loss: 0.0311662 | Time: 3642.29 ms [2021-10-14 15:32:07 main:574] : INFO : Epoch 2041 | loss: 0.0311679 | val_loss: 0.0311664 | Time: 3851.12 ms [2021-10-14 15:32:11 main:574] : INFO : Epoch 2042 | loss: 0.0311685 | val_loss: 0.0311673 | Time: 3919.03 ms [2021-10-14 15:32:15 main:574] : INFO : Epoch 2043 | loss: 0.0311683 | val_loss: 0.0311669 | Time: 3703.76 ms [2021-10-14 15:32:18 main:574] : INFO : Epoch 2044 | loss: 0.0311679 | val_loss: 0.0311666 | Time: 3530.39 ms [2021-10-14 15:32:22 main:574] : INFO : Epoch 2045 | loss: 0.0311674 | val_loss: 0.0311652 | Time: 3486.31 ms [2021-10-14 15:32:25 main:574] : INFO : Epoch 2046 | loss: 0.0311678 | val_loss: 0.0311655 | Time: 3695.15 ms [2021-10-14 15:32:29 main:574] : INFO : Epoch 2047 | loss: 0.031167 | val_loss: 0.0311674 | Time: 3311.16 ms [2021-10-14 15:32:32 main:574] : INFO : Epoch 2048 | loss: 0.0311684 | val_loss: 0.0311649 | Time: 3311.79 ms [2021-10-14 15:32:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311649 [2021-10-14 15:32:32 main:603] : INFO : Saving end state to config to file [2021-10-14 15:32:32 main:608] : INFO : Success, exiting.. 15:32:32 (2908): 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)